mirror of
https://github.com/wassname/simpegSeis.git
synced 2026-09-26 14:20:49 +08:00
772 lines
763 KiB
Plaintext
772 lines
763 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": [
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"# add simpegseisc directory to path\n",
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"import os\n",
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"if '..' not in os.sys.path:\n",
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" os.sys.path.append('..')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Populating the interactive namespace from numpy and matplotlib\n"
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]
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"WARNING: pylab import has clobbered these variables: ['linalg']\n",
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"`%matplotlib` prevents importing * from pylab and numpy\n"
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]
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}
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],
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"source": [
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"from simpegseis import *\n",
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"%pylab inline\n",
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"from SimPEG.Utils import mkvc"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"You are good to go:)\n",
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">> Stability information\n",
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" dt: 8.00e-05 s\n",
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" Optimal dt: 1.09e-04 s\n",
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" Cell per wavelength (G): 1.60e+01\n",
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" Optimal G: 1.60e+01\n"
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]
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}
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],
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"source": [
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"# Step1: set time\n",
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"dt = 0.8e-4\n",
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"ntime = 1700\n",
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"time = np.arange(ntime)*dt\n",
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"# Step4: set mesh\n",
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"cs = 0.5\n",
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"cs = 0.5\n",
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"hx = np.ones(500.)*cs\n",
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"hy = np.ones(200.)*cs\n",
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"mesh = Mesh.TensorMesh([hx, hy], 'CC')\n",
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"# Step2: set Tx and Rx\n",
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"tlag = 0.008\n",
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"options={'tlag':tlag, 'fmain':100.} # You need to set waveform to set Tx\n",
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"nrx = 99\n",
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"xtemp_rx = np.arange(nrx)*2.5+2.5+mesh.vectorCCx.min()\n",
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"xy_rx = np.c_[xtemp_rx, np.ones(nrx)*mesh.vectorCCy.max()]\n",
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"rx = AcousticRx(xy_rx)\n",
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"\n",
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"tx = AcousticSrc(np.r_[mesh.vectorCCx.min(), mesh.vectorCCy.max()], time, [rx], **options)\n",
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"# Step3: set survey (pass txlist)\n",
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"survey = SurveyAcoustic([tx])\n",
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"wave = tx.RickerWavelet()\n",
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"# Step5: set problem (pass mesh) and pair with survey\n",
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"prob = AcousticProblemPML(mesh)\n",
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"prob.pair(survey)\n",
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"# Step6: set boundary\n",
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"prob.setPMLBC(20, dt, bcflag='left', const=1.)\n",
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"prob.storefield = True\n",
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"# Step7: set velocity model and check stability\n",
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"v = np.ones(mesh.nC)*1500.\n",
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"v[mesh.gridCC[:,1]<30.] = 800.\n",
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"v[mesh.gridCC[:,1]<0.] = 2300.\n",
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"prob.stabilitycheck(v, time, 100.)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"(<matplotlib.collections.QuadMesh at 0x7fc0bee43090>,)"
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]
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},
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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"text/plain": [
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"<matplotlib.figure.Figure at 0x7fc0bffd59d0>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"mesh.plotImage(v)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"metadata": {
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"collapsed": false
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[<matplotlib.lines.Line2D at 0x7fc0bedaf850>]"
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]
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},
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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|
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAYQAAAD7CAYAAABqvuNzAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSJIAA0GS1GAgSJIAA0GS1GAgSJIA+H9bwH19wsu7WQAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7fc0bedbe950>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.plot(time, wave)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
">> Start Computing Acoustic Wave\n",
|
|
">> dt: 8.00e-05 s\n",
|
|
">> Optimal dt: 1.09e-04 s\n",
|
|
">> Main frequency, fmain: 1.00e+02 Hz\n",
|
|
">> Cell per wavelength (G): 1.60e+01\n",
|
|
" Src at (-124.75, -124.75): 1/ 1\n",
|
|
">>Elapsed time: 4.37e+01 s\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# Step8: run forward\n",
|
|
"U = prob.fields(v)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Step9: project data\n",
|
|
"data = survey.projectFields(U)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"0.0333333333333\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print 50./1500."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x7fc0bed48810>"
|
|
]
|
|
},
|
|
"execution_count": 17,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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UhfSZsvIjNXglyqWUcmUuiwKaAdAGbFF+7A02kykm44nzB3OqzMV8gcvLS1zZ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\n7jocto5dnED64MEaPlM5C1DOySkT3YcErt4Ar4e49yNFGj8FCYKCjtC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"text/plain": [
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"<matplotlib.figure.Figure at 0x7fc0bedbd350>"
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]
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},
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"metadata": {},
|
|
"output_type": "display_data"
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}
|
|
],
|
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"source": [
|
|
"icount = 1699\n",
|
|
"fig, ax = plt.subplots(1,1, figsize = (8, 5))\n",
|
|
"extent = [mesh.vectorCCx.min(), mesh.vectorCCx.max(), mesh.vectorCCy.min()-mesh.vectorCCy.max(), mesh.vectorCCy.max()-mesh.vectorCCy.max()]\n",
|
|
"ax.imshow(np.flipud(U[0][:,icount].reshape((mesh.nCx, mesh.nCy), order = 'F').T), cmap = 'binary', extent=extent) \n",
|
|
"ax.imshow(np.flipud(v.reshape((mesh.nCx, mesh.nCy), order = 'F').T), cmap = 'jet', extent=extent, alpha = 0.2) "
|
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]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"(99, 1700)\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print data[0].shape"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 28,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"ename": "NameError",
|
|
"evalue": "global name 'line' is not defined",
|
|
"output_type": "error",
|
|
"traceback": [
|
|
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
|
|
"\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)",
|
|
"\u001b[1;32m<ipython-input-28-894a9449f93f>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mframe\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 22\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 23\u001b[1;33m \u001b[0manim\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0manimation\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mFuncAnimation\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfig\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0manimate\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minit_func\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minit\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mframes\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m20\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m40\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mblit\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTrue\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/animation.pyc\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, fig, func, frames, init_func, fargs, save_count, **kwargs)\u001b[0m\n\u001b[0;32m 1163\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_save_seq\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1164\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1165\u001b[1;33m \u001b[0mTimedAnimation\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfig\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1166\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1167\u001b[0m \u001b[1;31m# Need to reset the saved seq, since right now it will contain data\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/animation.pyc\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, fig, interval, repeat_delay, repeat, event_source, *args, **kwargs)\u001b[0m\n\u001b[0;32m 1007\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1008\u001b[0m Animation.__init__(self, fig, event_source=event_source,\n\u001b[1;32m-> 1009\u001b[1;33m *args, **kwargs)\n\u001b[0m\u001b[0;32m 1010\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1011\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_step\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/animation.pyc\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, fig, event_source, blit)\u001b[0m\n\u001b[0;32m 634\u001b[0m self._stop)\n\u001b[0;32m 635\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_blit\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 636\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_setup_blit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 637\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 638\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_start\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/animation.pyc\u001b[0m in \u001b[0;36m_setup_blit\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 905\u001b[0m self._resize_id = self._fig.canvas.mpl_connect('resize_event',\n\u001b[0;32m 906\u001b[0m self._handle_resize)\n\u001b[1;32m--> 907\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_post_draw\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_blit\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 908\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 909\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_handle_resize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/animation.pyc\u001b[0m in \u001b[0;36m_post_draw\u001b[1;34m(self, framedata, blit)\u001b[0m\n\u001b[0;32m 870\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_blit_draw\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_drawn_artists\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_blit_cache\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 871\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 872\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_fig\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdraw_idle\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 873\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 874\u001b[0m \u001b[1;31m# The rest of the code in this class is to facilitate easy blitting\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/backend_bases.pyc\u001b[0m in \u001b[0;36mdraw_idle\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 2024\u001b[0m \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_is_idle_drawing\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2025\u001b[0m \u001b[1;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_idle_draw_cntx\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2026\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdraw\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 2027\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2028\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdraw_cursor\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mevent\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/backends/backend_agg.pyc\u001b[0m in \u001b[0;36mdraw\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 472\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 473\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 474\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdraw\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrenderer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 475\u001b[0m \u001b[1;32mfinally\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 476\u001b[0m \u001b[0mRendererAgg\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrelease\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/artist.pyc\u001b[0m in \u001b[0;36mdraw_wrapper\u001b[1;34m(artist, renderer, *args, **kwargs)\u001b[0m\n\u001b[0;32m 59\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdraw_wrapper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0martist\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 60\u001b[0m \u001b[0mbefore\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0martist\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 61\u001b[1;33m \u001b[0mdraw\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0martist\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 62\u001b[0m \u001b[0mafter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0martist\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 63\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
|
|
"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/figure.pyc\u001b[0m in \u001b[0;36mdraw\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m 1163\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1164\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_cachedRenderer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1165\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcanvas\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdraw_event\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrenderer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1166\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1167\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdraw_artist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0ma\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/backend_bases.pyc\u001b[0m in \u001b[0;36mdraw_event\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m 1807\u001b[0m \u001b[0ms\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'draw_event'\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1808\u001b[0m \u001b[0mevent\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mDrawEvent\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ms\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrenderer\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1809\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcallbacks\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprocess\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ms\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mevent\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1810\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1811\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mresize_event\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",
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"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/cbook.pyc\u001b[0m in \u001b[0;36mprocess\u001b[1;34m(self, s, *args, **kwargs)\u001b[0m\n\u001b[0;32m 561\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mcid\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mproxy\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msix\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0miteritems\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcallbacks\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0ms\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 562\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 563\u001b[1;33m \u001b[0mproxy\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 564\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mReferenceError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 565\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_remove_proxy\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mproxy\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/cbook.pyc\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 428\u001b[0m \u001b[0mmtd\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 429\u001b[0m \u001b[1;31m# invoke the callable and return the result\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 430\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mmtd\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 431\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 432\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m__eq__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mother\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/animation.pyc\u001b[0m in \u001b[0;36m_start\u001b[1;34m(self, *args)\u001b[0m\n\u001b[0;32m 646\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 647\u001b[0m \u001b[1;31m# Now do any initial draw\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 648\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_init_draw\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 649\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 650\u001b[0m \u001b[1;31m# Add our callback for stepping the animation and\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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"\u001b[1;32m/home/isisilon/.virtualenvs/main/local/lib/python2.7/site-packages/matplotlib/animation.pyc\u001b[0m in \u001b[0;36m_init_draw\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1194\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1195\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1196\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_drawn_artists\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_init_func\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1197\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_blit\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1198\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0ma\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_drawn_artists\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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"\u001b[1;32m<ipython-input-28-894a9449f93f>\u001b[0m in \u001b[0;36minit\u001b[1;34m()\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[1;31m# initialization function: plot the background of each frame\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0minit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 13\u001b[1;33m \u001b[0mline\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_data\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 14\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mline\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
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"\u001b[1;31mNameError\u001b[0m: global name 'line' is not defined"
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]
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},
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{
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"data": {
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"image/png": 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V76uqb5xOPzLJVSuWu3o6DQBYx0x3oZunqjovyRErJ2Vygt9PTcfzFd39TVV1XJI3J9nX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\nLqlzg6YAAAAASUVORK5CYII=\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7fc0be9f6e90>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"from JSAnimation import IPython_display\n",
|
|
"from matplotlib import animation\n",
|
|
"fig, ax = plt.subplots(1,1, figsize = (8, 8))\n",
|
|
"ax.set_xlabel('Easting (m)', fontsize = 16)\n",
|
|
"ax.set_ylabel('Depth (m)', fontsize = 16)\n",
|
|
"extent = [mesh.vectorCCx.min(), mesh.vectorCCx.max(), mesh.vectorCCy.min()-mesh.vectorCCy.max(), mesh.vectorCCy.max()-mesh.vectorCCy.max()]\n",
|
|
"ax.set_xlim(extent[:2])\n",
|
|
"ax.set_ylim(extent[2:])\n",
|
|
"\n",
|
|
"\n",
|
|
"nskip = 79\n",
|
|
"def animate(i_id):\n",
|
|
" icount = i_id*nskip\n",
|
|
" frame = ax.imshow(np.flipud(U[0][:,icount].reshape((mesh.nCx, mesh.nCy), order = 'F').T), cmap = 'binary', extent=extent) \n",
|
|
" ax.imshow(np.flipud(v.reshape((mesh.nCx, mesh.nCy), order = 'F').T), cmap = 'jet', extent=extent, alpha = 0.2) \n",
|
|
" return frame\n",
|
|
"\n",
|
|
"anim = animation.FuncAnimation(fig, animate, frames=20, interval=40, blit=True)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 40,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/html": [
|
|
"\n",
|
|
"<script language=\"javascript\">\n",
|
|
" /* Define the Animation class */\n",
|
|
" function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
|
|
" this.img_id = img_id;\n",
|
|
" this.slider_id = slider_id;\n",
|
|
" this.loop_select_id = loop_select_id;\n",
|
|
" this.interval = interval;\n",
|
|
" this.current_frame = 0;\n",
|
|
" this.direction = 0;\n",
|
|
" this.timer = null;\n",
|
|
" this.frames = new Array(frames.length);\n",
|
|
"\n",
|
|
" for (var i=0; i<frames.length; i++)\n",
|
|
" {\n",
|
|
" this.frames[i] = new Image();\n",
|
|
" this.frames[i].src = frames[i];\n",
|
|
" }\n",
|
|
" document.getElementById(this.slider_id).max = this.frames.length - 1;\n",
|
|
" this.set_frame(this.current_frame);\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.get_loop_state = function(){\n",
|
|
" var button_group = document[this.loop_select_id].state;\n",
|
|
" for (var i = 0; i < button_group.length; i++) {\n",
|
|
" var button = button_group[i];\n",
|
|
" if (button.checked) {\n",
|
|
" return button.value;\n",
|
|
" }\n",
|
|
" }\n",
|
|
" return undefined;\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.set_frame = function(frame){\n",
|
|
" this.current_frame = frame;\n",
|
|
" document.getElementById(this.img_id).src = this.frames[this.current_frame].src;\n",
|
|
" document.getElementById(this.slider_id).value = this.current_frame;\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.next_frame = function()\n",
|
|
" {\n",
|
|
" this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.previous_frame = function()\n",
|
|
" {\n",
|
|
" this.set_frame(Math.max(0, this.current_frame - 1));\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.first_frame = function()\n",
|
|
" {\n",
|
|
" this.set_frame(0);\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.last_frame = function()\n",
|
|
" {\n",
|
|
" this.set_frame(this.frames.length - 1);\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.slower = function()\n",
|
|
" {\n",
|
|
" this.interval /= 0.7;\n",
|
|
" if(this.direction > 0){this.play_animation();}\n",
|
|
" else if(this.direction < 0){this.reverse_animation();}\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.faster = function()\n",
|
|
" {\n",
|
|
" this.interval *= 0.7;\n",
|
|
" if(this.direction > 0){this.play_animation();}\n",
|
|
" else if(this.direction < 0){this.reverse_animation();}\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.anim_step_forward = function()\n",
|
|
" {\n",
|
|
" this.current_frame += 1;\n",
|
|
" if(this.current_frame < this.frames.length){\n",
|
|
" this.set_frame(this.current_frame);\n",
|
|
" }else{\n",
|
|
" var loop_state = this.get_loop_state();\n",
|
|
" if(loop_state == \"loop\"){\n",
|
|
" this.first_frame();\n",
|
|
" }else if(loop_state == \"reflect\"){\n",
|
|
" this.last_frame();\n",
|
|
" this.reverse_animation();\n",
|
|
" }else{\n",
|
|
" this.pause_animation();\n",
|
|
" this.last_frame();\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.anim_step_reverse = function()\n",
|
|
" {\n",
|
|
" this.current_frame -= 1;\n",
|
|
" if(this.current_frame >= 0){\n",
|
|
" this.set_frame(this.current_frame);\n",
|
|
" }else{\n",
|
|
" var loop_state = this.get_loop_state();\n",
|
|
" if(loop_state == \"loop\"){\n",
|
|
" this.last_frame();\n",
|
|
" }else if(loop_state == \"reflect\"){\n",
|
|
" this.first_frame();\n",
|
|
" this.play_animation();\n",
|
|
" }else{\n",
|
|
" this.pause_animation();\n",
|
|
" this.first_frame();\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.pause_animation = function()\n",
|
|
" {\n",
|
|
" this.direction = 0;\n",
|
|
" if (this.timer){\n",
|
|
" clearInterval(this.timer);\n",
|
|
" this.timer = null;\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.play_animation = function()\n",
|
|
" {\n",
|
|
" this.pause_animation();\n",
|
|
" this.direction = 1;\n",
|
|
" var t = this;\n",
|
|
" if (!this.timer) this.timer = setInterval(function(){t.anim_step_forward();}, this.interval);\n",
|
|
" }\n",
|
|
"\n",
|
|
" Animation.prototype.reverse_animation = function()\n",
|
|
" {\n",
|
|
" this.pause_animation();\n",
|
|
" this.direction = -1;\n",
|
|
" var t = this;\n",
|
|
" if (!this.timer) this.timer = setInterval(function(){t.anim_step_reverse();}, this.interval);\n",
|
|
" }\n",
|
|
"</script>\n",
|
|
"\n",
|
|
"<div class=\"animation\" align=\"center\">\n",
|
|
" <img id=\"_anim_imgRAPRZXVNXORSIZDF\">\n",
|
|
" <br>\n",
|
|
" <input id=\"_anim_sliderRAPRZXVNXORSIZDF\" type=\"range\" style=\"width:350px\" name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\" onchange=\"animRAPRZXVNXORSIZDF.set_frame(parseInt(this.value));\"></input>\n",
|
|
" <br>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.slower()\">–</button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.first_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,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\"></button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.previous_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAQAAAAngNWGAAAAAXNSR0IArs4c6QAAAAJiS0dEAP+Hj8y/AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3QURCAgyTCyQ6wAAANRJREFUKM9jYBjO4AiUfgzFGGAp4+yayUvX6jMwMDCsYmBgOCS4OAOrSYmMgcc8/pd5Q3irC+Neh/1AlmeBMVgZmP8yMLD8/c/cqv9r90whzv/MX7Eq/MfAwMDIwCuZdfSV8U8WDgZGRmYGrAoZGRgY/jO8b3sj/J2F6T8j4z80pzEhmIwMjAxsSbqqlkeZGP//Z8SlkJnhPwMjwx/Guoe1NhmRwk+YGH5jV8jOwMPHzcDBysAwh8FrxQwtPU99HrwBXsnAwMDAsJiBgYGBoZ1xmKYqALHhMpn1o7igAAAAAElFTkSuQmCC\"></button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.reverse_animation()\"><img class=\"anim_icon\" src=\"data:image/png;base64,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\"></button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.pause_animation()\"><img class=\"anim_icon\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAQAAAAngNWGAAAAAXNSR0IArs4c6QAAAAJiS0dEAP+Hj8y/AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3QURCAkR91DQ2AAAAKtJREFUKM9jYCANTEVib2K4jcRbzQihGWEC00JuNjN8Z2Q0Zo3VYWA4lL005venH9+c3ZK5IfIsMIXMBtc12Bj+MMgxMDAwMPzWe2TBzPCf4SLcZCYY4/9/RgZGBiaYFf8gljFhKiQERhUOeoX/Gf8y/GX4y/APmlj+Mfxj+MfwH64Qnnq0zr9fyfLrPzP3eQYGBobvk5x4GX4xMIij23gdib0cRWYHiVmAAQDK5ircshCbHQAAAABJRU5ErkJggg==\"></button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.play_animation()\"><img class=\"anim_icon\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAQAAAAngNWGAAAAAXNSR0IArs4c6QAAAAJiS0dEAP+Hj8y/AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3QURCAkEmo00MwAAAS9JREFUKM+tkj1IQmEUhp9j94LQj0FD4RRBLdLQ3ftb26PRcCiQIIiIDFwKC0OhaAiam5wVDBpqCKohQojMLYzaAiUatOtpuQrKVQl64fu+4Xt4OLwc+Fs+nNM16jsPAWS6gZXggoZfXmfhog3hcZ6aTXF87Sp68OmH4/YggAo8bmfyyeh6Z1AAKPVldyO1+Iz2uILq3AriJSe3l+H7aj+cuRnrTsVDxSxay+VYbMDnCtZxxQOU9G4nlU9E1HQBxRkCQMRGRnIbpxMARkvxCIoAorYMMrq0mJ0qu4COUW3xyVDqJC4P+86P0ewDQbQqgevhlc2C8ETApXAEFLzvwa3EXG9BoIE1GQUbv1h7k4fTXxBu6cKgUbX5M3ZzNC+a7rQ936HV56SlRpcle+Mf8wvgJ16zo/4BtQAAAABJRU5ErkJggg==\"></button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.next_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAQAAAAngNWGAAAAAXNSR0IArs4c6QAAAAJiS0dEAP+Hj8y/AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3QURCAkd/uac8wAAAMhJREFUKM9jYBie4DEUQ8B+fEq3+3UrMzAwMFxjYGBgYJizYubaOUxYFUaXh/6vWfRfEMIL/+//P5gZJoei4/f/7wxnY1PeNUXdE2RgYGZgYoCrY2BBVsjKwMDAwvCS4f3SG/dXxm5gYESSQ1HIwvCPgZmB8f8Pxv+Kxxb/YfiPJIdi9T8GJgaG/38ZFd4Fx0xUYsZt4h8GBgb2D2bLy7KnMTAwMEIxFoVCXIYr1IoDnkF4XAysqNIwUMDAwMDAsADKS2NkGL4AAIARMlfNIfZMAAAAAElFTkSuQmCC\"></button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.last_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,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\"></button>\n",
|
|
" <button onclick=\"animRAPRZXVNXORSIZDF.faster()\">+</button>\n",
|
|
" <form action=\"#n\" name=\"_anim_loop_selectRAPRZXVNXORSIZDF\" class=\"anim_control\">\n",
|
|
" <input type=\"radio\" name=\"state\" value=\"once\" > Once </input>\n",
|
|
" <input type=\"radio\" name=\"state\" value=\"loop\" checked> Loop </input>\n",
|
|
" <input type=\"radio\" name=\"state\" value=\"reflect\" > Reflect </input>\n",
|
|
" </form>\n",
|
|
"</div>\n",
|
|
"\n",
|
|
"\n",
|
|
"<script language=\"javascript\">\n",
|
|
" /* Instantiate the Animation class. */\n",
|
|
" /* The IDs given should match those used in the template above. */\n",
|
|
" (function() {\n",
|
|
" var img_id = \"_anim_imgRAPRZXVNXORSIZDF\";\n",
|
|
" var slider_id = \"_anim_sliderRAPRZXVNXORSIZDF\";\n",
|
|
" var loop_select_id = \"_anim_loop_selectRAPRZXVNXORSIZDF\";\n",
|
|
" var frames = new Array(0);\n",
|
|
" \n",
|
|
" frames[0] = 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1q9fH1u2bInp06fH4sWL4/LLLy/GWABAIooSQA888EDU1NTEV7/61SgtLY2IiNLS0hgxYkSMHTs27r///gbb14QJE6J79+7Rq1evuPrqq/PLa2pqoqKiIrp37x7z5s1rsP0BAI1fUT4Ca9as2W6/66dbt27RrFmzBtnPY489Fg888EA899xz0bx589iwYUNERKxYsSJmzpwZK1asiNra2hg8eHC89NJLjeruMwBg3ynKGaAzzjgj7rrrrl2umzFjRpx55pkNsp/JkyfH1Vdfnf9m6c997nMR8eF3Eg0fPjyaN28enTp1ioqKili0aFGD7BMAaPyKEkBDhgyJX/7yl3HqqafG1KlTY86cOTF16tQ45ZRT4pFHHonTTz89FixYkP/zSb344ovxq1/9KgYOHBgnnHBCLF26NCIi6urqomPHjvntysrKoq6u7lP/uwCA/UNRPgI7++yzIyJi9erVMWfOnJ3Wf+UrX4mID58ZlsvlYvv27bt9r6qqqli7dm3+9Z9/ZuzYsfHBBx/Em2++GU899VQsXrw4zjnnnHj11Vcb+F8DAOxvihJAjz76aIO91/z583e77pZbbomzzjorIiL69+8fzZo1i40bN0ZZWVmsWrUqv11tbW2UlZXt9n3GT5mS//ugY4+N4/r1a4DJAaD4nliyJJ78v09IUlKwR2EUw6233hp1dXUxZsyYePHFF6Oqqir+8Ic/xPLly2PEiBGxcOHCqKuri6qqqt1eBO1RGACkxKMwCmDDhg3x1FNPxcaNG2PIkCFx6KGHxtatW6NFixZRUvLpL08aOXJkXHTRRdGrV69o2bJlTJ8+PSIievToEcOGDYsePXpEaWlpTJo0yR1gAJCQopwByrIsRo0aFRMmTIht27ZFLpeLxYsXR9++feOkk06K448/Pv7jP/6j0GPtkjNAAKQklTNARbkLrKamJiZOnBijR4+OhQsX7nCghwwZEg8++GAxxgIAElGUj8Buu+22GD16dFxzzTU73eHVpUuXeOWVV4oxFgCQiKKcAaqrq4uBAwfucl2LFi3i3XffLfBEAEBKihJAZWVl8fzzz+9y3W9/+9s48sgjCzwRAJCSogTQOeecE9///vfjN7/5TX5ZLpeLF198McaPHx/Dhw8vxlgAQCKKchfYli1borq6Op544okoLy+P1157LTp37hyrV6+O4447Lh5++OFo0aJFocfaJXeBAZCSVO4CK9oXIW7fvj3uvPPOePjhh2PdunXRunXrOPnkk2PEiBH5h5c2BgIIgJQIICJCAAGQllQCqCinWrZu3RpLliyJN954I3K5XLRv3z6OPfbYaNWqVTHGAQASU9AAev/992PUqFHx3//93/H+++/nCzOXy0WrVq3iW9/6Vtxwww2N5vofAKBpKmgAnXbaabFgwYI444wz4pRTTokjjjgisiyL1atXx4MPPhg333xzLF++PB566KFCjgUAJKZgAXT33XfHo48+GrNmzYqhQ4futP7iiy+Oe+65J84999y4995746yzzirUaABAYgp2EfRZZ50VrVq1ijvvvHOP25133nmxbdu2uOeeewox1l65CBqAlKRyEXTBvgjx6aefjlNPPXWv25122mmxbNmyAkwEAKSqYAG0fv36OOKII/a63RFHHBHr1q0rwEQAQKoKFkDvvfdetGzZcq/btWjRIrZu3VqAiQCAVBX0LrC6urp49dVX97hNbW1tgaYBAFJV0AA6++yz97pNlmWRy+UKMA0AkKqCBdBPfvKTQu0KAGCPPAtsL9wGD0BK3AYPANBECSAAIDkCCABIjgACAJIjgACA5AggACA5AggASE6TDqDFixfHgAED4phjjokBAwbEko98n09NTU1UVFRE9+7dY968eUWcEgAotII+CqPQRo0aFWPHjo3q6uqYM2dO/Nu//Vs8+uijsXz58pg5c2asWLEiamtrY/DgwfHSSy95BAcAJKJJnwFq3759bN68OSIi3nrrrSgrK4uIiPvvvz+GDx8ezZs3j06dOkVFRUUsWrSomKMCAAXUpM8A3XjjjfGFL3whrrzyysiyLJ544omI+PCp9IMGDcpvV1ZWFnV1dcUaEwAosP0+gKqqqmLt2rX5139+mvzYsWNjwoQJMWHChDjzzDNj1qxZcdFFF8X8+fOLOC0A0Bjs9wG0p6D52te+ll9/9tlnx8UXXxwRH57xWb16dX672tra/MdjuzJ+ypT83wcde2wc16/fpx0bABqFJ5YsiSeXLi32GAXXpJ8Gf+yxx8Z//dd/xT/8wz/EI488EldffXUsXrw4li9fHiNGjIiFCxdGXV1dVFVV7fYiaE+DByAlqTwNfr8/A7QnU6ZMiUsvvTS2bdsWrVq1iltvvTUiInr06BHDhg2LHj16RGlpaUyaNMkdYACQkCZ9BqghOAMEQEpSOQPUpG+DBwDYFQEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFATcwTS5YUe4QkOM77nmNcGI7zvucYN04CqIl5cunSYo+QBMd533OMC8Nx3vcc48ZJAAEAyRFAAEByclmWZcUeojHL5XLFHgEACiqFNGhe7AEauxT+IwCA1PgIDABIjgACAJIjgPZjs2bNip49e0azZs1i2bJlO6yrqamJioqK6N69e8ybNy+/fNmyZdG7d+/o2rVrfOc73yn0yPu1MWPGRIcOHaJv377Rt2/fmDt3bn7d7o43n8zcuXOjsrIyunbtGuPGjSv2OE1Gp06dok+fPnHMMcfEgAEDIiLizTffjOrq6ujWrVucdNJJsXnz5iJPuf/5+te/Hm3bto3evXvnl+3puPp90Uhk7Ld+//vfZy+++GJ2wgknZEuXLs0vX758eXb00Udnf/rTn7KVK1dmRx11VFZfX59lWZYNGDAgW7RoUZZlWfblL385mzt3blFm3x9dd9112fjx43davqfjzV9v+/bt2VFHHZW99tpr2bZt27I+ffpkK1asKPZYTcKRRx6Zbdq0aYdlo0aNysaNG5dlWZbdeOON2VVXXVWM0fZrjz/+ePb0009nvXr1yi/b3XH93e9+5/dFI+EM0H6sW7duUVFRsdOF2rNnz47hw4dH8+bNo1OnTlFRURGLFi2KNWvWxNtvvx39+/ePiIh/+qd/ivvuu68Yo++3/vJYR+z+ePPJLFq0KCoqKqK8vDxKS0tj+PDhMXv27GKP1SRkWRb19fU7LJs9e3ZccMEFERFxwQUX+J3wCRx//PFxyCGH7LBsd8f1/vvv9/uikRBATVBdXV107Ngx/7qsrCzq6uqirq4uOnTokF/eoUOHqKurK8aI+62JEyfG0UcfHRdffHH+lPbujjefzF8eT/+dNpxcLhdVVVXRv3//uO222yIiYu3atdG2bduIiGjXrl2sW7eumCM2GevWrdvlcfX7ovFwG3wjV1VVFWvXrs2/zrIscrlcXH/99TFkyJAiTtY07el4X3LJJTF69OjI5XLxve99L6688sr8/4nA/uA3v/lNtG/fPtavX5+/PuUvv+vMd5/tG45r4yOAGrn58+f/1T9TVlYWq1evzr+ura2NsrKy3S7n//u4x/uf//mf8wHquDassrKyWLVqVf6149lw2rdvHxERhx12WJx55pmxaNGiaNu2bf4s0Jo1a6JNmzZFnrJp2N1x9fui8fARWBPx0WtTTj/99JgxY0Zs27YtVq5cGS+//HIMGDAg2rVrFwcddFAsWrQosiyL6dOnxxlnnFHEqfcva9asyf/93nvvjZ49e0bE7o83n0z//v3j5Zdfjj/84Q+xbdu2mDFjRpx++unFHmu/995778U777wTERHvvvtuzJs3L3r16hWnn356TJ06NSIipk2b5nfCJ5Rl2U6/h3d1XP2+aESKdvk1n9rPf/7zrEOHDlmrVq2ydu3aZSeffHJ+3Q033JAdddRRWWVlZfbwww/nly9ZsiTr2bNn1qVLl+yyyy4rxtj7rfPPPz/r1atX1qdPn+yMM87I1qxZk1+3u+PNJzNnzpysa9euWZcuXbKamppij9MkvPrqq1mfPn2yo48+OuvZs2f+uG7cuDE78cQTs65du2ZVVVXZm2++WeRJ9z/nnXde1r59+6xFixZZx44ds9tvvz3btGnTbo+r3xeNg2eBAQDJ8REYAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAEECpk2bFiUlJbv8c+ihhzb4/n7729/GmDFj4q233tppXUlJSXz/+99v8H1+HO+8804cfvjhDfZw1ffffz86dOgQM2fObJD3AwrHozAgEblcLmbNmrXT1+43b97wvwaeeeaZGDNmTJx//vlx8MEH77Duqaee2uGhvIVUU1MTZWVlDfZtxy1btozvfve7cdVVV8XQoUOjtLS0Qd4X2PcEECSkT58+0blz532+n+z/HiK7K8X62v/33nsvJk2aFDfffHODvu8FF1wQo0aNihkzZsT555/foO8N7Ds+AgPyNmzYEN/85jejW7duceCBB8YRRxwRI0aMiNdff32H7V566aUYOnRotG3bNv7mb/4mysvL49xzz436+vqYNm1aXHTRRRER0aVLlygpKYlmzZrlH3D6lx+BXXfddVFSUhIvv/xynHbaafHZz342OnXqFD/4wQ92mm/ZsmXxxS9+MQ444IAoLy+PmpqauPbaa6OkZO+/yu66667YsmVLnHPOOTssv/DCC6Njx46xZMmSOO644+KAAw6IysrK+MUvfhEREePGjYvy8vI4+OCDY+jQobFx48Ydfv7AAw+MIUOGxK233voxjjDQWAggSMj27dt3+vPRp+Fs2rQpWrZsGTfccEPMnTs3fvjDH8bLL78cxx9/fGzbti2/3SmnnBJvvPFGTJkyJebNmxfjxo2Lli1bRn19fZx66qnxve99LyIi7rnnnnjqqafiySefzD+J/C/9+UzRWWedFSeeeGLMnj07hg4dGtdee21MmzYtv93GjRvjxBNPjLfeeivuuOOOmDBhQsybNy+mTZu227NNH/Xwww9H796948ADD9xp/3/84x/jwgsvjH/5l3+J++67L9q0aRNnn312fPvb344nnngibrnllvjRj34UCxYsiEsvvXSn9/7iF78YCxcujLfffnuvcwCNRHEfRQYUwtSpU7NcLrfLP0OGDNntz23fvj1bvXp1lsvlsvvuuy/LsizbsGFDlsvlsgceeGCP+yspKcleeeWVndblcrlszJgx+dfXXXddVlJSkk2bNm2H7Xr16pWddNJJ+dfXXHNN1qpVq+z111/PL9uyZUvWtm3brKSkZK/HoHPnztnIkSN3Wn7hhRdmJSUl2a9//ev8smeffTbL5XJZZWVlVl9fn19+xRVXZC1atNhhWZZl2eOPP56VlJRkjz322F7nABoH1wBBInK5XNx33307XQT9lxcpT548OaZMmRKvvPJKvPvuu/mffeGFFyIionXr1tG5c+e4+uqrY82aNfGlL30punTp8qnnO+WUU3Z43bNnz3jmmWfyrxcuXBgDBw7c4UxSq1at4tRTT42pU6fu9f3Xrl0brVu33uW6Aw88ML7whS/kX1dWVkZExODBg3c4u1RZWRkffPBBvPHGG3H44Yfnl3/uc5+LLMtizZo1e50DaBx8BAYJ+bu/+7vo27fvDn8+elH0hAkT4tJLL43q6ur4+c9/HosXL46FCxdGlmWxdevW/Ha//OUvo1+/fvHd7343unbtGkcddVTccsstn2q2v7wdv2XLljvs84033og2bdrs9HNt27b9VPuN2DkC/3w31yGHHLLD8hYtWkRE7DAXsH9yBgjIu+uuu2Lw4MFx00035Ze99tprO23XqVOn/FmXZ599NiZOnBiXXHJJHHnkkXHSSSftk9nat28f69at22n5xz3r0rZt250uYG4oGzZsiIiIdu3a7ZP3BxqeM0BA3nvvvbfTd9ncfvvte7y/b+6PAAAFsElEQVTIuHfv3jF+/PiIiHj++ecj4sOzNxERW7ZsabDZBg4cGE8++eQOd6Rt2bIlHnrooY/18/369Ytnn322web5qGeffTaaNWsWffv23SfvDzQ8Z4AgEVmWxdNPPx3r16/faV3//v2jpKQkTj755LjpppuipqYmBgwYEAsWLIhZs2btsO1zzz0Xl19+eZx77rnRpUuX2L59e/zkJz+J0tLS+Md//MeIiOjRo0dkWRYTJ06MCy64IEpLS6NPnz6f6ksXr7jiipg8eXJUV1fHtddeGy1atIibb745WrVq9bHuAquuro5LLrkk3n777fjsZz/7iefYlV//+tcxYMCABn9fYN8RQJCIXC4Xw4YN2+W69evXx6GHHhqjR4+OzZs3x49+9KPYunVrfOlLX4p58+ZF586d85HRrl27KC8vj5tvvjlqa2ujVatW0atXr/jFL34RxxxzTER8eFZozJgxceutt8Ztt90W9fX1sXLlyjjiiCMil8vtFCy7C5iPLm/dunUsWLAgLrvssrjggguidevW8c1vfjPWr18fd9xxx17//cOHD48rrrgi7r777vz3FO1p/7uac1fefffdeOCBB2LixIl73RZoPHJZ9pEvAQHYj9TX10ffvn3jsMMOi/nz5+91+2uuuSbmz58fS5YsabAZJk+eHOPGjYsXXngh/9Ef0PgJIGC/MXr06OjSpUuUl5fHhg0b4rbbbot58+bFnDlzorq6eq8//84770TXrl1j8uTJDfI8sPfffz8qKirihz/84W7PrgGNk4/AgP1GLpeLH/zgB/H6669HLpeL3r17x+zZsz9W/EREfOYzn9npsR6fRsuWLfOP+AD2L84AAQDJcRs8AJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJEUAAQHIEEACQHAEEACRHAAEAyRFAAEByBBAAkBwBBAAkRwABAMkRQABAcgQQAJAcAQQAJEcAAQDJ+X850Pjl97g1FgAAAABJRU5ErkJggg==\"\n",
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\"\n",
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" frames[2] = 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\"\n",
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|
" frames[3] = 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\"\n",
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" frames[4] = 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\"\n",
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" frames[5] = 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\"\n",
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" frames[6] = 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\"\n",
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\"\n",
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" frames[8] = 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\"\n",
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" frames[9] = 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\"\n",
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" frames[10] = 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\"\n",
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" frames[11] = 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\"\n",
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" frames[12] = 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\"\n",
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" frames[13] = 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\"\n",
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" frames[14] = 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\"\n",
|
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" frames[15] = 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\"\n",
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" frames[16] = 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roYgKjrGMELsase/5PVt0GcoY4D8xFUt43vSrrTE3RUlNYUCYSWL4sjZHpLvpv35UwgRcuNAAVQC33OkwUv9YQ3fmQHUFkdxer8oipQFKNkwYyEKAFH4zfOyYskctA2Xmo25zDO2TZ9TsbApWme7D/KGLLP/eRaSMq7Asu6sQW3nuTny4n7s7fJcf4OsRoPih/L6PEjYmVbHMp+j6ZpFSjDsnXusqL95biX7gcDe24738TwPfuIGC8Mws408KekCk7E/0jUmrEGxfZDSojTzvUSxpZMQcvBQAJWhKGzBWmmKHFskmT+Qsq5JEARQkzTaFiIAsRyEZC0i6TJzdibJ6HFZIsqdqaPJ/IDjVPumm8Nuw+pDGYFgH9/edpBlpegc7DbK7Oc6Xt7AWMZl5DpW2ethu4TKuJ/yroHrMzPPdS9FUB528LNL/Kh6R2LD9P6JBcgzAqJdLkw1HYZ0gcWxsgjZn49qI+mfl1cLDOmfh6t9rQghewcF0NXAs98KUaR+kL2sIFLrLTHkQVh/YjsexRBCGcuGeXDzCX8HmINh0aBf2IZjWZ6lx9V+nqAw+2S+domlonimnZ5XXn/LbF/G8uOKIcsTUi735CArWOaaICuEygg+1/mVoWhbW/yo74rlmkpZgGQmmFiRWi/blIIHftKu+eAxoH+DXL+EkOsLCqASuDJqnE/xxaaizHZqey9tJbKFUWQcK4oiNTCoJ1vLKpSysJj9zHs6vco/6LZYkcvyti1DkSWnjJVnkEUm73jDxMwMOm7ZZcNYzMztS20Lfd84XaclrWRFIq3QOic2yl1vfx/Me8gVn+N7nrDWGBWyU22Zk6JKMRRn+6z67XlaTBVeCULI9QYFUAlkTIEkI3RUGEO+m8GLHfsYviElijwvYyHyYk9biQI9GJpPyZllxsDjFEM7pEhslNlvUCyIvd2w7iKXJaRofVG7g6weg9xge2UdGuTiGrb9nbi18mKRZB/yrmeZZc7lxn0t37vuXyV6EuEj3WARkMoMk+1EUYQwDBEEgagMHcUqEHpQnFGyMP3XsZ8LusYIufagACpBr9dLvVdmdr0gM+CKbbyUOEptY4iejJ6K023FXvYp2HSVqbmP4ljPSC4HpTwx5KDITbQTdjNwDys8BsUAlRmAysbg7AXDWnWK9i/qU2nBgWJL1H65fWwBKu/lZEH6veiY+v6ZxRB931fWoEwsUBwjDENEocgCc8UAybNNVZa2LEqEkOsbCqASdDsd8cJh4bFjEczXZjyCuV7WFVLLYkMwAc4YIrmddJeZP+Yy3T6KIvjJABGl3GjueKG8v5I8d4O9zV5T1oVV1jo0yN3lGuR34vIqG5+T12eXdc1cnnHnlHQjForJnH3ylpnrXIJ56Psh5/NIWX+Mfuadif5ueXpCVKs+kF3vJ4ojRKF2gaXOyfj+qv8FAogWHkKuPyiAStDpdtXrjPARb9QyU/h4Znn+5L0wz4fpp9bEUqS3TVuP9MHlH70+FTCd/MjHiOHJp9pYB5JCPj3v4Ed8p66vYY7h2qYodsgUBnnuxzwGDdZm23luuWGsK3ntl92/jCh07ZPbR5Rz3djt7Wagzwgma7mz7dg1V3tO+6KxtDUoWSaRFh/P87QFKLYsQDCunbT8GFlgFEGE3BhQAJWgawggwNAl8qkz+XF0WXzkOmmSh2Wq9zwPge87zfh2/EHqh9cQQ7ZLTAoG6R5DHCPw/ZR7TAohc9thRM0gQbRXg4HdL3Ow3M2AnGdVsZe53g9zjCIRYh83b1me+Cnr+hoUq2S/Lisg7ddForEsSrQP6R60v3ceoIojymWqGKJ0g0WJGyyMRKalcbzUd9r6Hg7sP4YXl4SQ/YcCqASd7W3xIsfKYJrfU+LHEDy2+DFjC0IjXsEUQIEfAB50DELiArN/iGXNEhlXJGOGbCEkCyqm4oSgXWMy2y018NjxFhbm4DesiMqjyNXjcj2auKw0eRYce1me+0x9vvI656wfxm2W53YbxrVln5+rPfUa6UG5aIDOc8XZbRYx7H3gdFsOYf0xkeIlCALlEtMN66QGWQk6iqO0y83zVC2togeSvL4j5/MjhFxbUACVoNfv567LPHlaZnfTwuMSP+Zs1r7nwU9+tD3fR+RHme1dVqHU4JSMdLlCCIBvPGFHUQQvjjPxQU7sdbuwwAzLTgde+6k+z+JRxnox6FxdArCscBjWSuQSS3kibljrj9luSjw49t0LwWsL7ryrrGJ5TKFpWVx83xdV05NtTTc0AOXuiuMYYT8UwdBRpF3EyX5mH+R3uuhM6f4i5PqDAqgEoS2AClwkpjCRr0MrHsHOUDFFUJCY7IMgSIsj47/pKrOPqTuClBCS1h0ZICpRoiCZakOSa4UwmleCqKS7Je+aFR1v2AHWFgB58UN5bQ9yPeW5x8q6pvKOb4quQddmkIvOeV72+x0O2HkCa9j2nNfIuAbxAOtPytVki8Dku1ELAgTGd8YU/VEUIYy0AIoj95xg6nssv2M5/SiC4oiQaxMKoJ3gsgx4nn56tQRRGIYp65BnWXNMQRQkcQvKGpSIopRIssr+y0Dq2HO4YxDDi3Vp/zgW03CoYFAAESCm2nCJoOS8MpcAxmBgCaEiEVTk5tlLa4I8zqB+2PuZ64cZ2PO2LXK3ufptYwurvXA17sWA7DqvvO1KiUNb8Nifh9jZ2kVObZHOlFPWUuO7ZApVWQtICqEoDBHFOnPS/A6lLK+JJTfvPCh0CLm+oAAqgZxl2kVqEC1Yn7IgGFVqTUHkex76ltCRP+BBrZayDKl1LsuQIYZcbrEIEfxYbB9FEfwoyoigXItM0YWSgsm1nyUKr/ZgUcZdZWILpkFWF5cIcQ2KRecqr7+rjTLXx2n5QzreJxP7k+P2cq3fSwoFm9WnzLV37hKngqVtcRkEgX5wSKyqYkco8ROGwgIUGoHRdp9lDFFKCLn64jgXQsi1DQVQCRr1unO5GTipfkBjRw0T48fVFV/imYLIsArJH3LP81Dr9zMWIfNHXlqFAj+A58sgbN85ekhrUBRFumqufJoGgGR5yhWR45Ioa4ewB9u9sPbsBlvADIqTcQVAm+QJnbKuLVuE7DbGJlc0lFxuCjHzMyvj/irzWWdEBKzvUrZDacuZ8T2zr6MULDX5/fB8VUsriiNhAQ0j9Pt9hGEoMsCsCWY9JPFPhuA56HuWELK3uCMcbxDe8pa34NZbb8WP//iP49WvfjXW1tbUurNnz+L06dO49dZb8cUvfrGwndbISPp/q4Vmq4VW8r/ZbKLZbKLVbKLRbKJer6NRr6Ner6NWqyEIAv1jbAVlAhCZWWGIsN9HP/nf6/XQ7/XQ6XTQ6/Ww3emg0+lge3sbne1tdLtddLtdsb7bRbfXQ6/XQ6/fUz/s/bCvq9xKL5Ux5YYrKDswnpg9e9AZxA4GiIMeVGwLQtF2JmVcWGbbGdekQ+TkWSHyyLNIpPqQ06dhKfM5lY59SncI6bdxapmzRddDR3KNpXAxLaSe78Hz9TU2vxvSApRyo8FyUxsxfHmfO91fhFx/3NAWoDvvvBN/+Id/CN/38da3vhVnz57F2bNn8Z3vfAcPPvggHnvsMSwsLOCOO+7A9773vdwf8LGxMQDZHzv51Ch/POMo0rNXW6+jWNfkieIYURg65/BSZn2ISVCVm8oTsUSB74u//T6CWg2+76OfiKtaraa2Ma1FypIkCy7Keck8bdmIo1jNkO36oYfv6/4Zi83XMnV4GCF0UAOHS5CY6/LWm+uKXFtF1p0iXDE/5rrcmKaSbdrL8ixNeyl4Bm0ve5cShekdsw8NgIrhkRZKz/MQS/dX8uARBAECP1DZbNLyKR80XFlg5vHMIGp1Xw847zyXIyHk2uKGFkB33HGHev3CF74Qf/d3fwcA+PSnP4177rkHtVoNT3va03D69Gk88sgjeMELXuBsZ3R0VL223VymeDGFkBlXYAZdyvfqx1uKoyQQM1cMAYCnawb1fR9B4hYLkmyXsFbTP/xRhCAIdFxODHh+uiZKqtq0D/iRr0SQLJxox6jEMIROAVfb5TVsIPAgl9Kgtsz18prkuYZkpeG8tHtz39i6xoMsPmX6upMhd1Bc1iAXn/m68Bzs/ZEVY9aBs1YXGN/D5PrJPU3XsbC81hDUAmX5FEHPkf5OJnFAptstZaU1LD8ZEWb3m2KHkOuKG1oAmXzoQx/Ca1/7WgDA4uIiXvSiF6l18/PzWFxczN23FaQtQMoEryovI7H4xIiiGLEXIQ7E6ygKEXmR+C/TbxEhjPuIvRihF4qKtIgRxcYEjaFsLzJ+V2Mg7qdifDy/r+J+arUaAl9YgoJaoJ+AgxpqgZgbSVqEfN8z5h4TAkk8SftAKOuleEAExHEE8YAcS1024Lc+Nh6SpVDJDo7y+DspdycE0NC7YWfyIHtswDAIqJbNAVHP0SZJC6c8YeQ+ptzHM8Oa8zY2RQmKXV5yXeTZwdiZLV1757Zro/ptNpz5HsWZ+8rzxOcsrqXa2hAw4mFDX1sffi0APB+eXwOCAHHXE/dvTzyA9Hp9dLs9dLZ72O700e320etpd7HnQXw/fA9xzUMUeIDvwQuA2BPGUCAtflS/rWtPCLl2ue4F0JkzZ3DhwgX1XloG3v3ud+Ouu+4CALz73e9GvV5XAmhYvKcmRLv2cnFEdVzzxzCOTQtQnIiIGGHYT/6GiJI6JP2kIFsYCrM8whBhr6eyVKSp3sxeEYcy40s8BIEPz/NRM8RPrVZTsUjyvxRFQaAzyMwzAjxEkYc4Fklh4nWcvIZxTjHyB3LPalM+RTuub4l4muuROBYVh+1zNk8vz5KlYlqURi0fsG2+HuZSXq1wrCJ3oxbV6XsJ8NT5i/10lXLxHYiS71KkKjuL+z1Ao+EjbtWBZh1xI0Av8OB54vvX63XR6XTR6WxjO4ml6/dN8ePB9wPUhHZCEAjBEwQxPC+y9JtSPc7zIoRc21z3Auihhx4qXP/hD38Y//iP/4gvfelLatn8/DyefPJJ9X5hYQHz8/O5bXzxi8J15nkenvnM23HzzbcbP8z2gJRdZv5QSotOHOsfcS10wiQ2QQQ0d7tJYHOvm7zuJsu7KoZBxjOYT9Ceh1SmmBQ+jUYjEUN1NBo6SLterydCKBBPvp7YT7RXS8SbdOMlVq1E1IVh5Bi80ucsBZpYJq9P/md2owmiou47M6Ry7q20qHSJHXPZcH28GuLH7vtOhI/cT25vfl9M0SLvb5mQ0Gg0k/vaS6w+4vu0vb2NTqeDbreDbrer3F+A+Z2RDwk641L2y+w/hQ+5UVhYeBwLC48fdDf2HS++gb+xn//85/E7v/M7+OpXv4rZ2Vm1/Dvf+Q7uvfdefP3rX8fi4iLOnDmTGwTteR7+1//6uHqt/9o/1DKjyjPep9e5BhlTDMVxpKxBZjaYKXw6nW7yFNtRy8Q2UhDpgUH01YfveykhVK/X0Wg00WjUE1HUQL0ulkvrkDwPOdhKq4+wWkXqOPq1HKSizCBgX7f0sux22Wt0/d2iO+lysbVHO9pE+7uz9pjHuxrkWX1MN1fagpIVPnIb877T93icCP1ach830WoJ8VOvNxAEwqoZhpH6vmxvb2N7u4NeT1t9ZB9Nq2j6O+AjK3xknyl+yI3J//7fb6vE/XzdW4CK+I3f+A10u12cOXMGgAiEfuCBB3Dbbbfh7rvvxm233YZ6vY4HHnigMHDz0qXLmcHJFkHmU6L84fR9mWruJ9sEKYGkX2thACBxTdWTp9o6wrCpfvx7vZ5lIdKiSKTG94wMl77hMgiVtUjEQHSVJajRaCjrUL3eUCJJPgXLQUC4Azz4fowo8hGGETwvRBR5SsAJb0QE8wlfX7vYGtBNQZTvDrqeLEKurg0OwEZqvcuimI052Zm152qKHtG++7NKu4dtgWw+LKSDzcU9q13E8r4KAh+1Wi2x+MhSFOLelZmT4j6XwmcbnU5XfS9kX816Wmm3cJA5H1p9CLmxuKEtQHuB53n41V/9fwZso7fVg5iv1kkRZAsjM2NFiiP9V+8j27ZjirKWIi2KhGWor552VdG3VJyOiBdKW4ZSkwACAAAgAElEQVS0EGo0dOyQ7wfJU7UekKX1R7jywox1SPzP3l7ZJ30tJOX6slwLt2+R6DFJW3bSy9yiB3DFmOUds4j9Fj4S2zrlihNzWX3kfaTdvCGkpUgIH+HuarVaypopREuMfl8IfC18tLtLWo703Hs1FTNn3uO0+pAqQwsQUXS7HfXaZcpP1qTWm6+zLg0vI4zkj6/4G6QCmV0xCXK7RqORcqPJJ1wpflIFEw1BpKYBSP53u91U0LR0jYlYISmKainXgO5ThCgKjJgmX4kizxOiyL5GcZxkNSUWMzHo+2o7e0DNS8M+KOtQWdEDZN19g0UPkBdc7+5LvoXpagufItzurnzhAyA1RYUt2oMgQL1eTxUglRZLsW8osrs62urT7XaSdiJ1THmfm/E+8jvovp8ofAi5EaEAKkFgzQWW/lHPzkck18kBIIr6xvbZgcwcGM1Z4c1MLldGl/4h19s1mw1lJZJZZVL4dDrdJPizp4JAzdghbU2SLjIthuRTthRD4vh+IoT8JGMmRBgGqi0hhPzETRYmGWRpMQR4CENpAZJTcEgL0XDWIHkNr9bgNIzokX0pFj1AnrVH/jWbt0XEtSB88jLYxF/3ti7hI6w+oRIr/X5PfYd831dxa1r8iPvQ83zEcYRer4dOR1p92sotrDMmpWvZR61WzzxQ0OpDSPWgACpBo9FEXpaT/KtdPemaJnY6vLneDFaWbem4h776YbbT212CSMbsSEEkAp8byROzGFxE/FBfCSDhGnCLoU6nr1wJnU4HjUYH9Xo9ybBpKAuR7ItMHw6CAFEkrFZSgAWBfprv98U1kk/kcRwpoeD7vpqfTMdJpT+LIkE0KNbGta17XfltXf0yhZurHIDRMuT9YB/HFStj98kVSL6XmId3HcMlGPK6bLpys8JHWn10ZqM8P+mObbVaGBkR7q5ms6FidMIw7e5qt9vKHSz7Iq07tlU1P8iZooeQKkABVJqsS0b8Fe/TA7UrQ8d2B9hCSSyTP/5iW3NwjNDvx+j3hZAxYxjMDK/0f+0u8/0AzWaARiNGsxmi3x9RGWaiLkonEUVdFWRtphv3ej3UajVsb28rESSCT3UWmRRAYrCJEUW1lCuj1+shCPpJ3RY50EmRiCQ+Q8/K7nlxYg3SsVNpkZMOEHY/wZdjWOuOxOXeKhY9wKC4nkFWpfT7gV0cmjwLZV4fBomfPIuProslp6YIlYVQurtknI+M9RFWH+Eqk+K83W6jk8yVJ+7bCNq96qceDPR3QicnuL6XrvMjhNxYUACVQMSy5K+3f9zNgS819UROG1k3R2yJg7RFSW6nxYmXiiNS1Z+t4oe1WqCEhHBn1RCGDbRafVVzSFqGpLtMWo3kgCPcaT3UanU0mx0jC0dYhYCGEV+hrVT9fohara7EVRAERnB2lJynWYzODhyPEMd60Epfz6wbqYwY2kvRo/8WKZKstaeM6DGPYR53rxkkfOx+iH2KxJrruwEjeF4WAdVWH+miarWaVqxPPXGPQlkt220Z5Lytsh/l52+6kXXxTznJr7b66Ouvv1dlzo0Qcv1DAVSCbMBzZotcS4D4EdUWgZ0OmqYAyhNHQkx48DxtIZJPvabbzEz59TwfjUYzmUi1iX6/lYoXMp+su91uIoTCxD0m1tXrbTSbrWTA0rVYzLpCwiIUIgwbqm6RDNJOT0wZq3MEpLDzM//FIGZWS3ZZXbQYysZnZT/jIoYRPenj5Qcz78S1drUYxt2l98lar8zNfMt/KbMCtVWwr1y+aXdXE63WSGL1qasgZxGs31Ouru3tbVUjK1vTJx0fZ5ZzyJ4DXV6EVBEKoBKUDcQ1N0sHrOplcWwPpLFzMDXdKHIi9nS7aSuRTjnX8UViYAnR78usrfRTsRBDZoaZr+KGGo0mej0phjrY3u4owSPdY9I65PtBEoMhn9pHMsGqYhCrAYjRbDaVJUkGZctq17IStjg3MQeZ6QKTsRvS2iXjhNIiSF15da3MMgImZdxNg9xbZvq2+KutCTsRPWab5vGLtt3pgL1XVh9zkyJ3l+kSlaLF93V218hI2t3l+54Kit7e7mB7u50qaCjdXTJWzgxytt1dsp/p+Cq6vAipKhRAJbCzwPYC6eqxf4xdFgax2p6NWvzgi319NdhKEZS1EoUqO8sUQ9n5wUQAdb0up8+QcRi9xBqUrq0issZ0deqtrS0lfkZHR9FqjWBkJP00L9LrZWB2Sw1uOjC7lkrXF+cUwvM8hGGo3Bth6FtCKHuNylKuRo9b9LgG07wU8LJ9MPsxiJ0M2GV3Gc7l5RY+uopzD/2+uA/T2V0NjIyI+8Ss5BzHsbI8mlYf6YrVAfReqp5PcZBzvvih8CGkWlAAlUCW1d8Jw2Qbmct0sG96I/cAb1akFqJHxkuIgThSViHRdoR+X9cNkiLCjhny5czygZhnqdVqotttpeqsSDEkByo5WDUaDWxubmJkZBRjY6MYHR3D2JgQRNIqJJ/6w7CPVktYgcw2zWkLZBySiMcSA5sZ5C3jm2QhOz2Vhy1uZJA1UuvKiB33Z7s70eNqPy/o2AwA3yuLT95xB7m8XP3TFsw44+7q93upQoSyirO0GArx01BxOv1+qKo4t9vbSnhLUSyOJ0Rv2prpp2J95HnR6kMIsaEAKsGwtWjKtyv+Zn+M3a/lti5RZP9NP/X6GeuQnLsrDGUaspekrJuBo1oMeZ6PZrOZBD+3MDIyolwS7bb+bwqhra0tbG5uYmNDWINGR8cwMTGB8fFxjI4Kq5DMIGu1WoiiKDVT99ZWO3F5CMtTr9c3Amb76Pd1VW0ZeC3/umOF3HE7w3y+dszITkWP67iD3E95brwyDNrFFoRlcAlM4bbMurtEJWfxMKHT2keUy0u4u4KkmGFXCR8z1kdO+quzu7TVR4t2l7uLsT6EkCwHIoAefvhhfOELX8Cjjz6K8+fPAwCOHTuG5z73ufjpn/5p3HHHHQfRrVyu9o9k0UDoSjHOC+A1hVG2TQ9BIK0fPnxfWy9MV4VOSe4rC5BZZ0jE4dSVa2x0dEQNVltbm9ja2lJP7CJbp4vNzU2sr69jZGQEa2urmJycxMTEJCYmxjE2JsSQcIuJgbHXEyn6UgSJdttot7dSrrcw7KnzCYJealCs1eopC1EQyMHaPe+UTbZEAVLX62rF9AzjchpEmV3ltbD74I7zyW6njyUFtZ601Ax0luJUWHtayuXVaDQQBDXEsZjCQru6dKyPrE0FIFXPx3TdmtPM6M/GLXwoegghAPZvLrA4jvEXf/EXeM973oPvf//7OHz4MG6//XbMzc0BAC5fvoxvfetbuHTpEp7+9KfjzW9+M37lV34lk0my33iehze+8Q9LbbvbS1nm6bvIWuRuM7/t9ACfrWYtnrT11BxCVEirkHzSjtWM29vbHbTbwuqzuSnEkIzZEAHZPhqNOkZGRjA+Po7JySlMTU0mgmgCIyOjaLVaqNVEzFW/30en00W73VbiamNjE+32FtrtthJCZgq1FkFp4WbO92TOdO9Kl9dxU+5rkxZFRdd+uEBm1+ezE8rH92QtTGWO6xI+bneXyOSr1QIlbmVcWKslrIkirquvsrukRVFYfXpqKgxp9TEtk2aQc95nSXcXIcPDucD2mGc961lYXV3Ffffdh9e97nW4+eabndt997vfxcc+9jGcPXsWf/Znf4Zvfetb+9XFA2eYQVVbfcz9XW3qtl2ZOtJNAHhJfEZ6ag/xBC+muJAuMl2BWlhZ6vWacmONjY1ifHwcW1ttbG5uYH19XYmhTqeDjQ0RKL26uobl5WWMjY1hamoaMzMzmJoSgmhsbEzVf2k2mxgbG8X29jja7S2Mj29hY2PDsDa11SzfsraMcPGFqu/1eh1xLKwMQRAjjvWEs+lr5i5OOYzVZ9i0dduttdfxPVI8pI/pFj5lyMvuMotd6uwuPymY2cTIyChGR0fQbLbUxKVxnC5muLXVTiyHWtiKdtxWH3PiUn0f091FCCnHvlmA7r//frzhDW9IiuUNptfr4c///M/x67/+61e5Z8UMYwFycVA/umUtQ+K1ncbttnzIwFIzYFoLoVpiufFUtplwYQnBsra2hvX1dWxsbCRP92J+tHq9hpGREUxOTmJ6ehozM4cwMzON6elpTE5OotUaSQZMXwXGCnG1iY2NDWxubmBzc1NZDcyBU2bKyUHTrEtk14bR8VgwrkV+4cIy1zW9PGud2I3YMUm7R/NdV/nZbcX729ums7v0HHKykrPn+ajXaypWbGREWH6kuwuAqiMlhY8saCizu9IWPW19dH1uWWHK7C5CdkNVLED7JoCuVzzPw2/+5tmD7ob6kS/rSnF9rOaiQQG3rvgXLSyQcTeZE6XKWKEoihM3ViexBm1gdXUFa2trWFtbU1ahOBZCaHR0FBMTkzh0aAazs3OYnZ3F7OwhTE1NYWxsPJkDylfB0u22EFcbGxtKXMnAaVGjSA7IMlU6XRBSF8rTFabzxIH7eg4WC3ns1ddukFXKFHfuTLfhhILMJpRxPrIWlKx9JO6FphHnM4pWS6S2e56ewiId5C6y/sw5wESWn3Z1Sfeldr26s7vs8+DPGyHDUxUBxCywElzN+2C3CWa2qCl2zwxqK12UMf107SUTWuoBUA+CAXq9Lmq1blLXpa4mSm02G2g2GxgdFVaeqakprK+vYWVlBcvLy1hdXU0sONvY3NzE8vIyLl++jOnpi5idncXhw0dw+PBhzM3NYWZGWoWERWFqahKdThdbWyLIem1tHevra1hbW8fm5oZyqcjsoW63C5k+bwshVzCtDpR2BUzHGcFY7vPaO+EzyBXnFj7meQwWCnJfmTkorXtm9W7hWtTFDEdHRzEyMppMXtpIJsiN0evJIOctZbHrdDqqHZ3dlS3Wadb0YXYXIWQvODAB9Nhjj+Fv//Zv8eSTT2J7ezu1zvM8/OVf/uUB9Wx/GWSVKbNuLzHdM+m/csDxkkwbOSDGiCKZNdZVVX2lCNKTpYr/o6OjmJ6ewszMIczOrmJ5eRnLy8tYWVnB6uqqSqdfXV3B5ctXcPHiRczNzeHo0aM4evQoDh8+gtnZQ5icnFI1ZMbHxzE1NYXNzU2sra1jdVW0tbq6ho0NEYOkB9oe+v2eYRGSxRn1YCutDjKF3kytNj6R1DUT12lvg21dLrJhhU9+UUh3ZpQr7d52d8ngZJndJSctlXE+uqBhHYCYwkKWTDCzBO0gZy160oHrZjFDWn0IIXvFgQigj370o7jvvvvgeR6OHDmSiQu6WnV3rnWKfrfzY0vKtz9MzIeoGZR/HDlBaRTprKl+P0Yc95Oq0IFyh8j5weSg2Gy2MD4+gUOHZnDkyBGsrq5haekKrlwR/1dWVtBut7G8vIS1tVVcunQJ586dx5Ejh3H06DEcP34MR44cxdzcHKamJjEyMoKJiQnlQpuamsLa2ipWVlaUsFpfX1dZaab1QkzSGqDXC1Rxxn5fxjbJQFtRYNIMuNXXz3Q7qqXqetvXNy8WyH5vZ+TtTPi4bo78lHD7/jCLGUpXl5mSHgSBmgNubExafUZQr4taTDI7UMb5yPR2GeQsjy0tPjpGKz1Xne5fsdXH9Z4QQvI4kBig06dP41nPehY++MEPYnp6er8PPxSe5+E3fuPgY4Bc7LVOHBRMqy0cnnpvpkFLq5BEztlVr8tK0iMqKFZOwAoA/X4Pm5tbWFlZwZUrl3Hx4iVcunQRS0tLWF/fQK/Xhed5aLVGMD09jaNHj+DYsWM4fvwEjh8/jsOH5zA9PY3R0bFkUtcQ29vbSWzQmrIymbFHor5MOmNJWh+kRUhUwK6rwdhOubavf/b67cwqkS987DY8dZ1dbq5sPJgWDYOEmWn1EZPX9hzurhGMjo5gdHQsyfBqwvcDAGIKCxH7tYV2ewtbW1uqQKY8tg5wThfddAWnp68FrT6EXE0YA3QVOX/+PN7//vdf8+JHcq0apHZ6f6ZvbHcjxTe/mRXmJbEbABBApM7rKTdkqrN2n4hZ5qW1QLtORjE9PY3Dh+dw7NgxXLp0GRcvXsD58+dx+fLlJG1+CSsryzh//hz+53/+B0eOHMGJE/OYnz+B48dP4OjRI5iZOYTx8TGMjYlBeWpKZJfNzs4qi9DKygrW10UqvaxTFMexCpyu1QL0+/VETPVTbrF0LSFfXQeJtFJIIeIqV5B3je1MM1tEpZHX3cuInnTslp6YVf4V/TNaMt643F0ys87zPCOtfcSY3kRU9AaAMOwnc8K1k5pQW6ooZhj21bHNGB8dkC6KVpbJynNdP0IIGYYDEUAvetGL8Nhjj+GnfuqnDuLwQzNMMcaymTTDUrRLGbEyaPsii0ARruypWk0PttIyJAVGGEbodntJ7ZctI1OohXq9hpmZGYyPj2NmZiZxeR3F+fPnce7cOVy6dEkFTq+uruLChQt48skncfToUZw4cQInT57E/PxJHD16FHNzsxgfH0/aFgHYMzMzWFtbN1xjK1hbW8fW1mYyjUc/qWkjBUAN/b57oLan3JCCxL60ZgyObYkxXWSuEgQ5V1wJBLsAoCs42BY+2c9PW4lc7q4wFOUKgkAEtAvhI6Y1EZWcdU2fTqergpxlrE+320lqA0l3l58RP6a7yxY++tpQ/BBC9pYDEUD3338/fvZnfxazs7O48847MTMzk9nmoCtAm2QDYIu2FX8HZ2MVxy7k7V/smkpvk99Gtr9FmIO4q6aMmSklMsXSfZEiKAyjZK6nUMWGbG5uodXaVHNDiQKIDUxOTmF0dCyxCh3GsWPHcO7cOZw7dx4XL17A0tKymmvs8uXLWFxcxBNPPIn5+RM4deqHcPLkPI4dO47Z2UOYmJhUUy9MTk5hZmbaEkKrWF9fw8bGJra32+h0OsmUDloQ1Wr91MAtikJql01ehWlzQM8TQ+XEj1v45FmWTMtPVpRlrT6ymKEZ5Cxr8ci5u9LurhZqtVoibLsqyFm6vOREttIaKN2haTGpg5zN+4ZWH0LIfnAgAujUqVN49rOfjV/4hV9wrvc8MTHntYI9qBfhyqaxf7PFNul05LxAWHN/VyxI2cHBjM3JVgZ2VQXWA6yrfoyrurCrTdFGjCgS+4ShlwiLSNUIare3jEyikSSNegSNRhMTE5MYHR1LLEJHMT9/GefPn8NTTz2FCxcuYGlpCZubmzh37hyWlpZw7txTePLJJzE/P49Tp07h5MmTOHHiBObm5jAxMZmk5c9iYmIC09NTWFubwerqqhJCq6tr2NzcUFNtiGwnIdp8P1AWknQafR1BEKYsQlKkaNeU/IzMq1QmyFm7uUxxZX4u6ZpN2WrWeYUQhbsyG+cThhF831MB61L4SHdXrVaH73sIw1BVcdbCZxudTjdxd4n73KzibJYd0JPVGlfEinmi4CGEXC0ORAC94Q1vwN/8zd/gVa96FW655ZbS1aGvB1yFCM2YDLlNGTeUq20tnrJCqchtJScDTW+Xjhsx1xVZffKOZQ68bquUTKEPAISJ5SFCvx+qOb82N6U1aFRlFrVaLUxMTGJ8fBxzc7M4duwYTp48iXPnhBA6f/48rly5go2NDZw/fz4RQucMIfRDOHXqFE6cOI7Z2dkkhb6ZBE6PYnJyCtPT04YQWsPa2qqqMG1mLfX7fXiep1LAZayMDuBNF+yT4iWOs2notlAxrm4mvscWPfp65wsfE1swpd1d0uUlsrtkYUsd5zOWxGvJQpQxOp0Otre3sbm5lbgQt1XNJSm2zSBns5KzLjFg3h/mfcIgZ0LI1edABNCnPvUpvOc978Eb3/jGgzj80Egz/vDIH+2y8TSeJZzM2A5b5GQtTMO4s1wiKL1dcf9s65Relp041GxTuoJksCuSqTPMWei1GNrA6OgYxsfHlFVofHwcY2NjmJubxfHjJ3Dq1CmcO3cOi4tP4fx5ESe0vr6OCxcuYGVlBefPn8fCwgL+539O4Id+6IcSi9A85ubmMDk5gWaziampSYyOjmBiQgRMr6yIGKO1tVVVVNGefFXPORYjCIQVxUzfNoOl81xWtiiWIkVWQjbf688qnXlXJHxcokkGOUuLj4x7ku4uc9LSsbFxjI6OJFYf8VPR6/VUFWcxH5ucuFS6u2RNn5oqOGmLw/zsLqjzSd9ThBCy9xyIABodHcVtt912EIfeEWXdcWXdQu73YnBz1W8psuwUiZ68/Vy1aPLIxqdkBys7bVtv43ZhaBHmo1bzAQQqPkhUmO5jeztUwdJbW5tKCAlrxKiqNjwzM60sQk899RQWFxfx1FNPZYSQsAgt4OTJ+SRG6CSOHz+Gw4cPY3JyCs1mExMTE2i1WhgfH8f09BRWV9dUoPT6+ho2N7dUjJCehT5CGApLVhCEiStMWjk85eqxRZAWOen32t3ljjvTMVU6uLyM8BH76ekr7Fo8tVodrVZTCR9pfWs06vA8P3F3mcJnK5m9vaOmwhD992EHjbuCnF33in0/UvwQQq4mByKA7rvvPvz1X/81zpw5sy/H+5M/+RO8+c1vxuXLl3Ho0CEAwNmzZ/GhD30ItVoNf/qnf4o777wzd/8yAsiOE3JbWtLxGDI+wxV3k20j236eS6pI4NiCRm9rZgu5Zj7PZhS50unLBG/r85bnLIRQHAeo1eQ0G2Ier06no2rKmEJofHw8yUbSKfQiRugkzp17CgsLC1hcfAqXLl3E+vo6Ll26hJWVFVy8eAELCws4cUJbhI4fP4HZ2VlMTU0qASStIBMT41hf31DWIDkTvYx1kbWEhGVFTuIZJZWxvYw7zIwRCgIAkO8DNbu5vJekxU1ea1lnSQofKYTs+8LcH4ASlb2emIDUnMLC9300m6bwEbE+zWYTQVBL4p86KeEjxU+324MMtk7P3WWKH5nabt8PFD6EkIPlQATQTTfdhI9//OM4c+YMXvaylzmzwF7/+tfvybEWFhbw0EMP4aabblLLHnvsMTz44IN47LHHsLCwgDvuuAPf+973ci0msvKtCz3IuCwurtgNz/gP6FgeqGXCTZRuX752u0Wy22ZdZnbMkIjJMQcbMYCb+7vcK8MNWLYQtN1o0i2mXUU+giBGFNVUPRoRc9JFtyvdL5vY2NhUQkjGCbVaI5iamsLRo6I+0FNPLWJxUfy/dOkS1tbWkr9CED311DnMzz+pgqWPHTuG2dlZTExMJtaQMTQaTRUHMzGxgY2Ndayvi//t9rZy/+gA4jARFzLupp8E+3pGleNAzYpeq/kpMWiLH+nmkp+NEEGR8Xm47gvtKpMxSkJI9tHv95Lr7qfifCYmJjA2NpaUIxBTWMjsLjnprLCAidT2MAzVseV0GKKAZD3X3UWLDyHkWuJABNCv/dqvAQCeeOIJPPzww5n1nuftmQD6rd/6LbznPe/BK17xCrXsU5/6FO655x7UajU87WlPw+nTp/HII4/gBS94wVBtF7mmJFI8aEETJ4ObHOS0ZcgUStpFYgoZvb3eRvdFxwKl+2W7rtLTXLhFTl4cj6u9omNm17smFhV9EucvZ5oH4ljMNh+G/cTKEiWD+IayCG1sbKi4oJGR0STLaw4TExOYnZ3F8ePHceLECSwuLqpaQhsbGyp7bHl5CRcuXMTi4iLm50/ixInjOHr0GGZnD2F8fDyJiWmiVgvUlA9jY0J4SVEgJ/fsdrUQEjPR61gdOaWGDnCOAPiJoJGiJUQc6+uT/lyi1HsAKbGUthLK4HJZeLKbstbIjDsp7GSMVaPRUIHdcpLZra0tVR5AuruiSE9cKl1csmK2tPoMm91F8UMI2W8ORAD94Ac/2JfjfPrTn8apU6dw++23p5YvLi7iRS96kXo/Pz+PxcXF3HZEef/dkRYTUvC4RUI2Nkivd7vH9HZpi9GgPmX7Z2ZvSSuEtNLI44hjuGdDd7vtYmvf4j6FYaTEoHCh1JXrp9+Xaek9ZdnY2tpSrrCJiYlkPqpGkvouhJCsI5TOGttMhNAWlpeXcOnSZZw/fx4nThzHsWMiPkgWZqzXG8kgP65mPRe1hTawuTmiiilK15AsIqhFKRJLkP6s5DQc8nXZelO2tUfeF3GM1PQVnU43CU5Ou7tEht1YIhyF9SwIAsQx0O12lZtrY2PTqJbdUyJMuuuE1afurOmTtvTR6kMIufY4MBfYXnHmzBlcuHBBvZfxJe9617vwB3/wB3jooYd2fQzpEjBx/3DnxduYbqZ0HM2gfW3cAsK0BKS3Swui9MSSedvJ92aMUNpFFwNwCxl3t824J/t83PvrGKXYiGsJEguFbxRV7Kl6NHLgFnEsOnV7dlZUhT50aBZHjx7D+fPncO7cOVy4cBFLS1ewtdXGysoKtrbEfGSXL1/GxYsXcezYMRw9elSlzo+NjSpXz8jIiIp7kbPeN5vNVPXjXq+vXFbZa+0Z006kswzlNZHFQM2MMO1W0kID0MUMZZyPmbFmurvGxsaVxazVaiVBzp6R3aWFj10CwPO8VHyPnjDW5e6yrY3M7iKEXFsciADaS/IEzre//W3893//N37sx34McRxjYWEBz3nOc/DII49gfn4eTzzxhNp2YWEB8/Pzucd49NEvqdenTv0wTp78YfW+KBDYlUHl+1n3kj0wuNcVPz3nCx3PGlDtTKS0FUHvkz+jeLERx535pS1E9vJ0u9l4ER0rJPsmB9w41tlj0vXU7eoK02NjYsoGUV26ibm5uUQIiVnoL1y4gHPnzuHiRREgvb3dxsrKMtrtLayuruDKlSu4fPkyjhw5grm5OczMzGBiQqTOi6kwPDSbTQBeUjungZGRjrK8iCkgtNVKCh7zr6yQbX7u+jOR7kBZbdrPiE+Z3SXT2uWEo1J0SWuVDHIWweNy4lIf/X6IblcLH1H7SE8WG4Zpd1etVk8JHzPImVYfQq5PFhYex8LC4wfdjX1n32aDf85znoN3vetdePnLX15q+89+9rP4vd/7PXzjG9/Yk+M//elPxze/+U3MzMzgO9/5Du699158/etfx+LiIkZAxHwAACAASURBVM6cOZMbBO15Ht785v83tcwlelzrstlU8qlYTlNQHGycXQZruTtGR/ddn4NL7Jip2HlF90wRZGeeuUifr74+RTEfrv7b8SNF60xRIV09tVpNFVSUlYxlPZs4jtBut7G6uorLly/j/PkLuHjxggqU3t7eBoBk6oxJHDo0i7m5OczNzWF29hAmJ6cwPj6eCKEAIjZLp5j3eiL2Rr/Xc2uZ/2WAsllTSGdVeUrs6eKK2SKC0t0l3G69pJihmLFdCLIRTExMKKtPsyncXUCcuLvaKpZqc1Nnt8nAf2n1kTPApys5B6l7JS1+0pOwuu4BQsi1CWeD32Ne+9rX4t5778X09DRe+9rX4sUvfjF+9Ed/FLOzswCAK1eu4N///d/xL//yL/jkJz+JlZUV/O7v/u6eHd/8gb7ttttw991347bbbkO9XscDDzwwMDbFbst4B8CddWUGs5rbiSd5GOtMt1ixCLLneHIFlhb9NQOwhaUohOchmapCZySZ1iKd4i+CsE23WPa6xap9vY+8FraVQ++jXsXpvy7MuBrPQzIYi6BpYU2J1Mzusqhiu91OzWMlAqbFVBszM4cwNzeHixcv4OLFi7h8+TJWVlaTmJ4O1tfXsbKyjKWlK4kImsOhQzNJJWktrJrNAI1GU7mipBXItAh1u72cee5kELRvnJ8dDB1BVGQIVayPdFEJNxWS2JwGxsZGMT4+rsRPqzWCer0OzwN6vX5SxVmIns1NEexs1jeS01QIV5e0/Lhr+tjp+nmilxBCriX2zQIECJHzvve9Dx/4wAfwxBNPZAbPOI5x8uRJ/PIv/zJ+9Vd/FYcPH96vruXieR5++7ffU3rbQevLZL+Yi7R4iaz3aZGka8KkxZTZXjbQORtgbVt9zHmostWJy1mG7FM0+53d1j1r+SBM15k58ao4hwD1ek3Na6Xjg5rwPDHv3OamjP+5hPPnz+P8+QtYWrqCzc1N9Ho9BEGAsbFxzMxMY25uznCLHcLk5ISRRRWkrEHdbjdJ4e+g2+0pIaQtQFrMmDV+0vFX8lrrYoYy0FrWIZJVnEdHpfCZxOTkhLJUidipKClmKNLadRZbWwVtp91dNSPIOVvTxxQ+RZ8rhRAh1xe0AF0FZmdn8fa3vx1vf/vb8R//8R949NFHVQDz0aNH8dznPhe33nrrfnapFL2eLoRYNNDnudCMd5nldjBy3jJAZKK5XAquJ2/baqTf20IqO1ilj6HFju9HhvhBsizrXjPPwX6tmzbbSbv0itxfcn2x208WVtQWITmxqahts61cYyIQuIHx8TEVKDw+Po7JyUlcvDiVWINWsL29jXZ7C0CsxI2sTSTn0hJ1g+pGrI6zh8kUGbESG1FUS10Dc4oLnf3WV/E9cqZ1MS+Zn1if6hgbG8PU1BSmpqaSSWRHVAC/sISJOB/p7hJBzp1Ulpicu8t0d9VqNXieb6Tyy88m3wop1xNCyLXKgQVB33LLLbjlllsO6vBDEYY7nQrDnaJuC5y8GjnpGkCm2wqpduS6PHdYvktNCCOdhVQUrxNbxR7lxKbZStZmPJHremSForBuiMXpQVRbdkyxZ+1tCCLpFhPXQ7hqpEVI/N9WlaXb7a2kgGJLVT4eGxtDvS7+Tk9P49ChQ1haWsLy8jI2NjbQ7wv30dLSEvp9Lai2trYwOTmZqqcTx8gJcBaWtSjyk3nDspXEzeBmIbLCRPyI6SdkLZ5arYbR0ZFkQtcpTE5OYmxsXFm3Op2uKh4p3V0yXd/O7pJxPnZ2l3B5eZl7yrw3KHwIIdcb130W2LVE/g9/NljZZRmyY2tM14d4nxVEcv/0sT1nnEmey6xWy7M8ZOM5TJFlCiLTPaZnPk8LovzzN+NdsqLHvjau4G8zHskUG2J7Ec8kg427XSEq2u22KgooA6ZbrSYajWZiFRKp86urq1heXsLS0hJWV1exubmFfr+P9fU19Ps9bG5uYW1tFVNTU0mA9JiqrSNdYkJIREmMj0xvl8LTvE5+cg5C/HiehzAU7ilZXFGIkwYajUZSz2dCubvEcWvo93vY2uqi3daxPu12W00tIgLxPVW/p15vJOKnlmS4aeEj70F5bQe5vAgh5HqAAqgEwwRI76a99MCeLjTothplY3Bsq1PWCiOFStZaZIoec7oFOQeV7qMrzii0+msLonwxZF4XeV6uwOns9csKJPO1bf3S/ZGp87FyZWl31lgyEegIWi2RQTUzM4O5uTksLy/jypXLWFpawsrKCjY3N7G+vo6trS2sr69hZWUFk5OTmJqaTuKCRKyRTJmv1erJdfHh+3JWeZn1heQzCJOaPmIOrk5HxA5FUWTU36mh1RpRgc6jo6MquyuOI+WuM9Pa2+12SviIYOmaSt9vNBpJvE928ta8WC3z+hNCyPUGBVAJ9rIS9E730S+1MJDkiSN3tpZtedLbBYEWNtKF4xJEg6xEUmSIt+m0elMM2ZYut9AxzzXtSjJFj+2CMV189uzpgKzKrJf3et2UQPM8H2NjQVLksKmCp8fHxzE+LqpNX758BaurK2i3t9Fut7G+vo7V1TWsr69jenoa09PThkuqoSom1+u1TBp8vx8m2WO9ZPqKXlLbSGR3ieKLjaSYoa7iLF13Qvh00G63sbGxkUzcuo7NzU01RUccxyrGRwY61+v1RPyY1Zy1uHa7Tovv5TzRRAgh1xIUQCWw4zOKyPvhL2NFKhozimIshNsoHQNkH84OXjYFiKuvtjvJJYhE6nm+IJJ9EQOn6cpLC5+8DLSsCyxbaVgeQy6TQcO26JF9N11Ndg0k3/dUjA8grDEjIyNoNJoIAh8jIyPwfS9xmzWS2KEGlpaWsLGxoaw1MiZIzpo+Pd1TFqFGo55MqxEbQdkdoxKzDE7uIYpCBEGQpO2LmkRaVImJWj0P6HZ7asoKPXP9GjY3N9Hp6IlLpWUnHeRcVynvaRGajQfLDzzPE6+MByKEXLtQAO0xu3OX5Q8WeW6j/Gwue3/dvmkxst1W4m+cOQ/tZvMyFiI9R5R+L/sk44pgzD5vuvhcYsgOonZllum2Iofwcc+YLuvXiJnnA8PdExjXWGR5tdtb6HY72Npqo9lsoF5vKFfW6OgIfH8W9XoDrdYIRkdHsby8jNXVVbTb2+h0trG83E9S4DsqaysMw2SuMilAxHFFhlqEbldYcLa22gjDvipmODoqZrmfmTmE6enpZJLWOuIYKqB7c3MTGxvrKrW90+kk02B4yuJjZnhJq4/M7BKB4kAUZe8Leb2zaOtcntUnz0pHCCEHDQXQHlL0A19GGBVtI6wXzr1K9aXYnSbFReR0o7ldbOb+gWrXFiW+b1tnbEuWjvORIi+OpUjxU+eXdr+IfWS9Hym0pPDR18xTgkdOJyGL+cnJO3WwtJxMNEKn002E3Kaa76vRqKPRaKJeFyJiamoKzWYT4+PjmJqaxvKyiA1aW1tTokQWK+z1uklBxB4mJ/totVrwPF+ls8uaRUEQoNVqAhDWpbGxMZXhpYVPpOYc29pqGzV9NrC9vY0w7MP3AzSbTZWRJgKy9bmLVHxxbWUVbc/Tk9AWWQtdAfx2zFqeGKIIIoRcKxyYAHr88cfx4IMP4oknnlAuB4nnefjgBz94QD3Lsl8/2juJrXCJIukSK9OunVGlxY471iY/tgiQg2AcC0EkxI92j4k20/EkrnMEgPS0ENnlcuoIeVy7TSl29P+0xcecSFTuZwYgy8KAQlDFkPV2ZNq8dH+Nj4+p2kHT01NYXl5W1iBZRHFjYwNhGGJ7exsbGxuYmJhIavQ0knR4Idpku74foNGoJ7FHY0lmmhAy29vbWFtbV4HOW1ttVc9HVnGWlh4peuT5pgVl2m2pY7bMz8JPPsd0rScpnExxbLZrfo75Aey0CBFCDpYDEUD/8A//gLvvvhtRFOHIkSPJhJKavc66uhbYix/7sm2YFhudTWW2U+ZY5jH1DqL2j+2SSw+I6eMLC08QQLVju6esI8McnMX22cwzl4vPFDvS3SUDe03Ro9vQrrMwDJM6QX0lgsyK0sI1pqsvC4E0klhZ6qjXJzA2NppMrTGDlZUVLC8vY21tDVtbW8q1deXKFdTrouDi6OhoapLSyckpTEyMY2xMTFjaaDTh+x7CMEqmrtjE+voa1tbWsLGxoaav0DE+IsC60WioGerNQoby+orss1Cds7B6Za1n0iKo3WK+UfspnU2YZx2yv8qu0gaudYQQcrU5EAH0jne8Az/5kz+Jj33sY9fEdBc3KvkB2XnbD27TtLpoy0xsCAsgK4jS6dRmMUczqFpaI8wpIdIxPXqwldYM070l69fI2BZdvdg8vjxGZAieKOVKs7PHxGAvji2CpIXrTc7BFUWtpKK0qCEkKzJPT0+rGeXN1Pl+P0S9XsP4+DhmZ2dx9OhRTEyMY2pqEkeOHMGhQ4cwOjoK3/fR7XaxtraeWHs2sby8jKWlJayvr6vUdhnYLDLCfBX3Y8b6yDgnGScl6gr1ExEkrpU4/ygjhHTMVgxd+DJKWZWk8JWC285UlK7OIgsQrUOEkP3kQATQ448/jj/5kz+h+LnGGFYY2TE5WuwAOpPLDrr24UqrloOsEB5hJrYnaUENskiK+Jmzk0tLj5wx3Yxx0W4zLXykFcScid22LqXdP5ow7KPTkan2ot1WawTNZiOZcFUHTstgZSl+trY2E8tKhGazhZmZLgCgXhdzeYmCjC1EUawmOxWVq9uJy0tUg5bTe8jUdSkS06nrMASMD88LIILchcWs3w/h+yGCIEzNTSbjgszPWMRc6eD1OPaSOC8vuVamGLLnMhsuQJpZZISQq82BCKBbbrkFV65cOYhDkxyKAlTNsb/8eKRnhZcDsNg/NKwLWpRIEWJbYaSYklYfM55Hih4R2KuFj+yvLXxErR1z8tF84aPFnA6SNi1Z4q+o1iyOJY8TolbTXys9VcUkOp0OAA9bWyOIohgjIy01X1cUxeh0trG+vg7Aw+ZmXcUNra6uYWNjE91uT7XZajWT+CFxjaTFR1SejtU8YUJQ1lNuQImwHInsuDAMEAQharXImKDVd2bVyWslrkmorEJ6mZf6HMyi5HnubWaREUL2mwMRQH/8x3+MN73pTXjBC16AZzzjGQfRhaGYwMZBd2HvScesFmXgp4itIFedpJV1cXjwVLvKMhEnMUDQ78MkxiaWAbmynUCLDs/3EPhS8ETwgxC1oAbP7yPw+4AH+PBVxn1aWIn/tShEFEYIEwEk+gWl6tRxE8HjJ+IHyaDuyzIBZl0oDwiiAEE3QBDVEHdrCAPRjzjso97pYtJvIxiNMHF4BNsTHrrdMcQQU1qMjoxifCzGWLyGeC3GRriC/rKs6pxMvNrtItjexli0jaC+jdGxEL26h34/QBiF4kp7EXyvBz8IEXgBgjBAgAC1uCb6l1w7P/AR+IG4XtIV6QFxTVz/KIoQ+eIaRWGkhGIYhoikUIz0Z4fYCJSXQlFOxSLFUJi1ojmFUEZoOwK9KIIIIXvEvgmgn/iJn0i9v3LlCm699VacPn0ahw4dSq3zPA///M//vF9dG8g41g+6C3vGrp+oc1PiU6tF+8Zx4sQXE8cxojhGLN01EGLFFCGqXWn18Tz4Mo3b9xHUamKZH8A3rDTmseIoQhhF6m8URYjCEFEcI4ojRNAxRfasIZ7niRrZyvrjyZrZyhyWWu758OHDDz0gMiwsUQS/34cfddGs9zA+GqJXB6IwyZILAtTrERr1bbRioNHpwEcTUaemzCZ+HKMWhmj1eqjFfTT9HkbrffS9PsKgL84xOWdhLPPgw0cAH17sC/HT9+EHQhAFcfLa9+H5vjqHGEDsxYj9GBEiRHGI0I8QI0IfoVgWhogQI/IiZMRJEvvlybT5CKJ9+T5OrqeMD8sp32DeSM7709P3FCGE7IZ9E0C+76cGy5tvvnm/Dk0S9sqdkOvGMF6b4id5oQRPbL12tp+IHw9iIPXl+2QZkoEb1jlJoRVJwWUe2xBHw55b4TZS2AHwlJCDEAzyWEn/g0CIttT7ROyEUYSw34cHIPL1DOxRFAnRmLTtS+Hl+wiA1LqUmw4QQtP3tQC1rpPneTrCSoo7eX2TdZ55rWMd8C6vednrRggh1xL7JoC+8pWv7NehiIO9CirNc2PYHjXzWLbgiaMoMxDbbXrGIO97XloEGX/tY6WOF8vU7uFmLPcc/cjbLnOuVh9gCITA94FaTZ2/tGh5YgcRZBxF8MIQniE0TGtZ0hh8UVcAIYSlKXbE0MRxrJcb10QKIQ9G1pbRd9O6JYWQXK5P3uGOMvroJetjaz9XWYY8iuPSWFSRELI7/MGb7D0f+chHcoOgl5aW8JGPfGSfe1QNrrb4cR3LZXlIiR/XcQxx4xuuGhiiKPeYsv1EZKSsQCi+Bhl3XkHMimsQjx0iw9zeM1x4gemG8n0lKKLEZReGIaIw1C68MEz1PSXQlCvONYWF7ldk9M8Wnql2ZZtW20BifSohYFxCuCh+h/YjQsh+cyAC6L777sP3v/9957of/OAHuO+++/a5Rzcm5oC4W5eXPeACiaUk2UYmq8eOQdZ0PWUsMla/zLgUPwjUgCszwMyBWblp7BijSM9FlulPwTmqc/J0rI+1Ua7AgPFfWmx0FWkv5cLzPS8JSNbnZ14n6ToLZRyTJXxs6xjMZcZnAuO6x8iK0cxnnPfaOEYeg+4ve23Z+5GuNULI1eJAssCKfvw2NzdTacRkZ+yV8Ml7XzQsFcX9DDhgruvLXO48tmHlsK1AyhqUvB50nubyssNvxv1ktRN7HrxYTiJrZcvJz0r2NQgAo89me7YYkq60KIqUSyu3f9ZnoAKnzX6YbivDzaWz/vIzsVTckezbEO4uQgjZb/ZNafzbv/0bvvnNb6r3n/nMZ/Dtb387tU273cYnPvEJnD59er+6dUOy2/iIQYOWvTYT9yLeKPETJdlYTiHkEAKetPZIi4/917DQpAZ0o33T0mQH7Oadp6dXFLq/inAJlVQ7tvjx01WxlXXGOqZ93UxBGCezvruOmdcWjGviErpSWMViHgyxfNDJO47rOY6/VzAOiBCyG/ZNAH3qU5/C7//+7wMQP1zvfve7ndvNzs5eUxOhXo9cDfHj5QyCg8SPM+g5p33TVeT667TIJO1FUvQkGVMZK5A56O/g/F1CLdOVnL7JfczAYyDt7kvvliNkyljQjP2luLHjr0rtb4m1QvcXBlsEywRCm4HYhBBytdk3AfSmN70Jv/iLv4g4jvGMZzwDf//3f49nP/vZqW2azSaOHj1Ks/kBcdDix3Rx2X9TVpk864jlbrOtP4UxQLoz2WXWdTDP3zVo51p/5D6OeCqY6wcJlWR7zxIozvMzPxe4r4O8vuZ7Ow7I/OvCFHe5gdgD2iCEkP1k3wTQ1NQUpqamAIhA5+PHj6PRaOzX4ckAnE/kJSwddkaRLX6iQcLDED8qKNiO/5EuMbtPjhgjVyZYKesJ3MJk0IBdxmJhiiSX2y0jrMzYHLmuoP++5wmrV14fHYJKLvPt85PCZwdWRGUJMtxeGUF0FV1ihBAyDAcSbXzTTTcBAL785S/jX//1X7G4uIj5+Xm86EUvwktf+tKD6FJlGWT1Ue+Tv3aMS1nxk2cVcYofmS1lZn3ZfbJijPKsPxlLkOtcB1+kQVsY3crGGSmXV4l2Mu6nnOtmtjmMVBkkRs12VdxVHDuvUZFLbS8DoBnrQwi5GhyIAFpaWsJrXvMafPnLX4bv+5iZmcHy8jLiOMZLX/pSPPjgg5npMcjeU9bqkxejYmYWpdxhMg7H2t4+TsrtJd9bcUAq1VvvmLH8ANkYoLLWn5Sbx+hD3rUows6wso8z7BDuip1JtVlCGJjWpEHiR7UpNtbr9EYle75zGAdECNkvDqQO0G/+5m/i0UcfxV/91V+h3W7j0qVLaLfb+MhHPoJHH30Ub3zjGw+iW5XAswZ5e7l6b/yPzf+2q8kQInrSzOLaO5laNg6Xlx33Y6dlS1ScUU4MUGpbux/pTrnXWWIo1y3oEhf2vq7/8rzscypqdwDm51WmDdv1p+J/Sgoe28KWEoIl9qdDjBByEByIAPrMZz6Ds2fP4nWvex3q9ToAoF6v495778W73vUufPrTn96zY91///249dZbcfvtt+Otb32rWn727FmcPn0at956K774xS/u2fGuVVyiJ2+5+c4OdFYWFTv+JrG+ZLbNOV6e+LGLH6ZEguVqc6XX24HXyOtHwTUadkAuI1LyRGdRO84g82H7Zv1N9afgfV4fC4/lEKfJi9JtEELIfnEgLrAgCHJr/dx8880IknmOdstXvvIVfOYzn8G3vvUt1Go1XL58GQDw2GOP4cEHH8Rjjz2GhYUF3HHHHfje9753w2ao7NjVJf86XF5yvWmBGTbby2X5UenudtBzTpyRKYRcrq9S4sTPPgeYlpm9vC+u9j1mx1zlxRGl+lNCGA/dbwY7E0KucQ7EAvTKV74Sn/zkJ53rPvGJT+BVr3rVnhznfe97H9761reqytJzc3MARE2ie+65B7VaDU972tNw+vRpPPLII3tyzGuJMq4uF7b7xOXyMmNu9kz8uAoemv2yxI9cVhQAXeYa2f0bhoHHGCQChnGp7TEZl6cr2DwPS2gRQsj1xoEIoLvuugv/9E//hJ/5mZ/Bhz/8YXzuc5/Dhz/8Ybz85S/Hww8/jFe84hX40pe+pP7vlO9+97v46le/ihe+8IV46Utfim984xsAgMXFRZw6dUptNz8/j8XFxV2f17VCkbvLuT3SsT5AeZeXHYxc1J9B4sc3xY/VRubYcawtPqZAQ1oguc7Tjv1xWjsc1p/rxUJYFIxtYwseuy5R4XGMY+ylELo+rjIh5HrnQFxgP//zPw8AePLJJ/G5z30us/7Vr341AJ0FE4ZhbltnzpzBhQsX1Hu5z7ve9S70+30sLy/ja1/7Gh599FG85jWvweOPP77HZ3PtMIzoAdyxPoA1oFnCx1xfZgC0U91llpezxo8hfsy4H5f4MS0+UggNqjk06Nqk3pVw4ZQ+1gA31G6xBaDZN3mOmb56OutNbZf0czcCZC/T3wkh5GpyIALoy1/+8p619dBDD+Wue//734+f+7mfAwA873nPQxAEuHLlCubn5/HEE0+o7RYWFjA/P5/bzj997Wvq9TNOnsQzTp7cg57vLYMCbFPrrPd5sT7ydcq9JF1P9vY5fdqx+BENu91eKAiAzrH+uPqWa/0RL67+QL7L9m0hai4frhs5lkFjuXlPFPVHptFTAhFy/fD4wgIeX1g46G7sOwcigF7ykpfsy3Fe9apX4Utf+hJe8pKX4Lvf/S663S5mZ2fxile8Avfeey9++7d/G4uLi/iv//ovPP/5z89t544XvnBf+jssu7H4AFmrj/qbZ/UxZ1UvED+pWjpAKrMrT/zI16n+WccGoK08MhbJDIAuKX6STmZiYMx1rnPaFXskporcjcPEPanPKMflVXS+w8ZZEUKubewH+4dvwJhYFwcigCSXL1/G1772NVy5cgV33XUXDh06hO3tbTQaDfiOzJxhue+++/D6178et99+O5rNJj7ykY8AAG677TbcfffduO2221Cv1/HAAw9cN2b7Mk/rqeWOZXkWA1VPBxho9QEGi59MbZ/EAiStQS7xY7tszGOaIkcGYZtun7LYFh/72Pbr64HU5yJFoHEtZTFJO+gbcMREiZ2uTkeL3I6EELKPHIgAiuMYb3nLW3D//fej2+3C8zw8+uijOHToEF75ylfixS9+Md7xjnfs+jj1eh0f/ehHneve9ra34W1ve9uuj3E12QuxA+QLHvO1LXJsSxAw2MKQCnYeEOTsJ9aHPPEjjyItPGq5JX5SRRd34PryrOW5+1gUXYf9tIqkPssBx05ZfqxlAOD7fuFnnOcGi6NoKJfh9SYuCSE3JgeSBXb27Fm8973vxTvf+U58/etfT/3g3nXXXfjsZz97EN06cMwBKi99Pa9+T56lJy+4OSVyZD0dS0xEOxU/vp+Z2ytV7HCA+JGY4icT6LyLuB/zePZr13uba8LtY1u+XC5JKxDaRGXEGZ9F7qHguI+M1+axnFwNlyIhhOySA7EAfeADH8A73/lOvO1tb8tkeP3Ij/wIvv/97x9Etw6EwpidIeJ5TFxDUSZmJ8+6k1hVcvdz9NF0pTjT3B2vXa6n/7+9ew+So6rfP/707OaiSClGSGJCEpJsCJgLRImIoCgQlHuQSyyMQURLobxBCUIpEFRiLKnw+5IigJQSKZVLUOIFQtCopaDEyE1EgQBqEkgIV7kEws7074+d7j19+nRPz+7szGzO+1W1tTs9PT09PZudJ5/zOd3msJcr/JhhJ579VU/fj/V8iYZrRzBy3W6VIMi47pcVamtuR72vu0jQy6swFWmMTjx3mxxLAJBaFIA2bdqk/TMai4cOHapXXnmlyXs08Ir88a+1Tl9DT+Jn8wNTyeAjKQ4/RT5U84a8zBlf8c/9DD+JIKT6PoDNoS+pdtNzlrao/lRlVvSq95uvKhF8SqV4Gnx04dlo3VRlx36engVtdRwAoC9aMgQ2ZswYPfjgg8777r//fu2xxx5N3qPGsYexav1Pu9Y6gfGVxdXjkznUFTrO5GwEDPMxNae3G0NeQamkjur3kvVzkfBj75NULPwUnfVkhpzEuW/s9XJut4pd/UlVZsxjUmM7rp/z5DW91xOC2uVYAkCkJQHoxBNP1MUXX6w777wzXhYEgR555BFdeumlmjdvXit2K1NWqKkn6GRtJ7WOioceszfDnpocDw05gk88jGQGCtUXfKJeHjvwdLimuRcIP+b+So7wYwzZ1TMF2+77SYWfjDDUakX2Jx7CtCs00f29G+v97vj9SwwFyqr+OY51ob4fJWfYOe/PfTQADKyWDIFddNFFuuuuu/SBD3xA48ePl9QTijZs2KADDjggcdX2wabeD9J61q5nmCu67erxsT8siw53Rd/tEgJpQAAAIABJREFU6euuExpGVZ/EB661rVT4kRXQMio//W567l2h5jZMrR72SVS+pMTsuOoPqcfE75txfTV72NL9ZGHqtl1ZzJIYemuzYAkAkZYEoDe96U36/e9/r5/85Ce6/fbbNXnyZI0YMULf+MY3dMopp8QXL20Xjfoj3pet1Ao9idsZ4SZeZkx1t7eTV/Uxv5szuPKmtZtVHylZZUj1IDnCjx2EGhF+zA9+12ustWygpfYrZz8SQ5zWd3t7zsqdGYLM42T+Htih2VFlqvd1EYgAtIuWJY2Ojg7Nnz9f8+fPb9UuFDbQf7KzPlBq9lxY/xs3PwDN0JMYFqmj2hP97BrGympujk+4V2PIK/7ZDjgNCD/VJ+zdfyOEmffX82FctPrTiCpR3n5lDUcV7teKgqFZlYueL6PPqJ7nM544c1mt4+7qaXOu1+KKHIDBrSUB6LXXXtO6dev01FNPKQgCjR49Wu9+97s1fPjwVuxO0xUNPKllGRWbVPAx+mXM9ettkjXDizmN3awA1ar6RI/PCmlxb5JxYsP4DM99DD925cPel8E29OVi9//YfVF2j5kZfuJAVB3+SjVZm89jfFUyqkFFjiZ1HwDtpqkB6PXXX9c555yj73//+3r99dcTf6yHDx+uz3/+87rkkks0dOjQZu7WgCnysVm0ymPf56r2RAHC3l7hZmG5g485xBVXfYyekiJVH3OfzTAThZ/4ZIyNCD+OD39zf+yfs46Fue8DzTX85WT0/+Q1gyeGHuUIP1YI6t288V5JqedI/Bw9Jm9/MyptBCIArdbUAHTUUUdpzZo1OvbYY3XEEUdo3LhxCsNQGzZs0K9+9SstWbJEDz30kG699dZm7lZd+vpxWFcZ3zX0YD2mVsNzreeN1Ao+WY3NZtUnui1lV33M/Xae4FCNCz/2a0v83OY9KK59Tg1rOvp/zOXm482gE1XtStH7aqxn/86E1UqcXV2y+4xc+29XnwCgHTUtAN1000363e9+pxUrVmju3Lmp+08//XTdfPPNOvnkk/Wzn/1Mxx9/fLN2raa+VHIKr5NT4TGX24EnXu7Yfr0VH0nuPh9HELKDT1aPTeaQV7XSY/b4mJe3qIRhav0i7KZnV/N10R4U+zUUNZDVIle4tYe/ovsTr8+q4kUnQXQNfyWGT6NhLuMr6/czCxEIQDtr2nmAfvrTn+qkk05yhp/Ixz72MZ144on68Y9/3KzdKiT1v+CMvovcdaJz3EQfJuZ5eKIPfvX2WkT/A0+crNAIDNGX63/reVJDIFJ8hfbo+l3xeXyM26WOjp5z/UjxiQ9LZjiyj5mUquKYw1zxRU2N+yuuY1aAa8aX7H1q44pE0eEvV+Unr9pnz/6KhzCj984IQYltWIHHDET1hDx7hhmVIQDtpGkB6N5779WRRx5Zc72jjjpK99xzTxP2qLgiAcgOOHlBxw47rsBTKZfdJyvM2J9a6g0+0QkNzfsTFSFXc3F0vKx9lPna7au4G8EosX4/wo+rD0kZt7MMZDUnS16PUmI4MQq8UvpcQNHjpVT4iU9dYN1vM4e7zN/VRGUoY/+jWWWZQdT1mD6Eola8PwB2LE0bAtu6davGjRtXc71x48bp6aefbsIe1cHxx7bWH2DXvVn/W3d92LuGtoo8rylrmEtSaqgr0eBsDX2Z60fbS1V8jA9oO/ikKkHK7vep5zVmhR/79Q/00FdfH1P3dh2hMlrHXC/uywoyzs+UUXEyQ3aqGmf+DvbzNWX97rgQdAAMlKYFoFdffVXDhg2rud7QoUP12muvNWGPirNnVrlk/aFOLc+o2GQFnrxtZ3GFAXMIxA4+uZessIKPlNM8K3f4scNOpVxOBJ/oNdZzVfe88NOfvp9mKzL8ZTeRV6xQEh3f6gZ7t2u/v9VhL7uKJ2P79vfEbDPHOrWay9v1uANAU2eBbdq0SY8//njuOhs3bmzS3hRXcX0wF/xfa1506Wtlx5YXULJCj70sVRGSnOf0MVWs/c+q+qSGvFxVn3rCj9G74hpqyeoJGiiNqFLkDdtFzxENf0mKh79c4TzR+2Nfm82o8Ek9xyzarmtI1/45d/+t36tEKHJVnlyvM/MZAKCxmhqATjjhhJrrhGHYlA+tepgfzvX+gXZWe/r5geka5gns+4Pk1PRGBh+7WpUakomWO2Z5ucJRXcN6ORUp+9i0C7tSVmvd6g+9Ycc8dsZxNe9LbEPJ/h/zIrWuS2HE+2a/T1HoUrrvrJ7XUrQfCACaqWkB6Ic//GGznqrh7D/3RT4AGt27UDT0ZFV7JGVeoLRo8JGSwzHx91pVn+hD27y/58H1hZ8ix6Dnh9T6/ZHqr6lDkfXz1skb/oqPZ7Qd9b7nZlN7YL7v0TR49YYfu/KTaIAOjab9jPcqMeRovaasV9af94a+IACN0LQAtGDBgmY9VcM5h8AGWK0PFHuYxw49WcujfhBzG+ZQUt7Hkv1hXCT4NKTq43hN9r42I/zUe3+tfbArI1n9NJnDX0bvT1Q5tcNOKXrPrSGw1OswvqLZenYPUN6wb/QaXENdzmUFEHQADKT2uuy6x1zVjUjJvG0GgIKhJ9GXodo9NLas4BPdl1nlCft+YsPEscgZSgmsY9NI/Qk/RdfLDAaOEGmeOdvcbrx94722e3/MITD7fQ+NwBN9l/lc1nvteBGJ12MGoXYckgQAiQDUEnlhR0oPKdgnrCsaeqRkeHL1z0Tbc+lP8Olvo3O8j1bgM/c3K/wMhg/dzOPvqs5Yw1QVo/k5+m4eG/PklWYQMoe/4m33PEGi/yfaflwVKlCxc4Ud+5U43zd7XwCgSQhAA8QZbDL+8NsVnmjdVOCp3m+Hm6wwJDnCU42hrqwG5/i20kHHbnKWlKj89LnXp5/hp57mY1sjG9X7un6ix8c41rLeFykZiuMzdZvDX3b1JwiS72s1yNpnFzdPuJjZA2S9X/VUfhjmAtAqBKAC+tvIGq+j5IeF/dhEcLHWczUtu4bDzG26LnVQq8fHNbsoK/gUqfr0t98n8T3j2MhervoDiKmRTe6u9WpWfzKGv+zAaU+Bjy5x4Rr+MkORedzi90xKnZ1b1vtqvp6iw6eNHgojMAFoFAJQAaU6/nhHoSO+nVWdsNfJ+dCvVRGxh8vyPpjMqoiz2qOe/+1H6/Up+Ni9KQUVHvKqNYTYx8pPo4JP3oe96/fBfP9tZt+PXVWL9ic+bsoZ/nIEkVSlx7psi/mV9drN7Rbp/6EyBKBdEIAKMENN0Q83yRFyem8klrmGpeoJA4X/N670Wa2zenSKzuTK6xMqyjWEZ7+Ooh+mre7/sQNGrfVS+2uE0zigWEGlYgxVJbbnGP5KXOfN+J0yh9bMSk90bbpypaJygeGvzNdX19oA0HwEoAI6SvnXjE19iBUYmsnqZSna81K0p8dkD2O4AkvRio9rXXPbRbmqX+brqafReaCHvforMyBbyxPN5UY4tas/kTjsWMNfHcZV3wPj9AfRNszAE385hr9qvSYzWKXCeM7wF1UeAK3UtKvBt8Jf//pXzZ49W/vuu69mz56tdevWxfctWrRIXV1d2muvvbR69erc7cRXRM/4iq6gHn8ZvRfR9GPz57gxtfrY+PHW2XoTFyY1+zjMIQ0V6OtRb1hJnN/FutK8+QEYNcTay6L17Q/LIjOFbM7m7WgYRX0PP/XuR7M/iDODmh0sq8viWV9WRcjYYGr4q8P4XSlZvzNmAE5Mf7fe93i50sco8T4l70iEIhnrMPwFoJ3s0BWgc845R9/61rc0Z84c3XbbbfrqV7+q3/3ud3rooYd044036p///Kc2btyoQw89VI8++mjmH+isHiDn+jkfzoWGyFzVkILDWxG7tyf+nlHtse/Pquw0ouITv54aw4BZ4ce5rTaRF8Lqrf6YwSfRA2QNR8Wh0QjSHeb3wDj5pb1/0XvuCLxR8HFVgVzDr3YTfr2IPACabYcOQKNHj9aLL74oSXrhhRc0ZswYSdIvfvELzZs3T52dnZowYYK6urq0du1avfe973Vup9TR4Vye9eGb90GQ1fCa2RNSY3sR+wMkK6i4enak3t6gmkNdUt3n84lfR0bIK9LsnFiecTva/3oMRLWhSO+P/XP82OrjK0YIMvtwUjO/jOGvKPDEw19RhdExNGX3GGUNf9U6Oqn30KrgtVNABQDTDh2AvvOd7+j973+/zj77bIVhqLvuuktSz1Xp3/e+98XrjRkzRps2bcrcTl2zwGoEnJrLCj9TfqXHXJ7X+5NVBYq234jgI7nDT26z8yANPy6u6o+r+dns8bFDkKv6U914PPxlV4Cioddo6ns8/GVsM2vYMxr+6tkdx+wvGWHH8Z7aw1+2gZqlBwBFDfoAdNhhh2nLli3x7Wha8Le+9S1dfvnluvzyy3XcccdpxYoVOu2003THHXfU/Rz21PbU/TUCUu7MsTr3xRl6rGCSF3okR7Wn54Y7EDm2X4+6qz7GuqltZNw297VVon0qWv2pLkitYzdAm8HH3nLU1xNVeqKm5yj8xH1jdvXHGPqqlMsKqzO+zGuAJU64aL0Ge4aiVA1EjvNO1avV7yMAfwz6AJQXaD7xiU/E959wwgk6/fTTJfVUfDZs2BCvt3Hjxnh4zGXVnXfGP08eN05d48bV9Ue+Ub0Rif6dOkNPVrUn876eH/r1gZRqhO3nkFeWdqgmFN1eXvUnHupS7/l/zOqPfVHeQIob5xN9P0ZTfWrqe/V5ymYFyApDodkDlPdaHENrWcNfee8lkQdorcc3btTjGze2ejeabtAHoDxdXV36wx/+oA9+8IP67W9/q66uLknSMccco1NOOUVf+cpXtGnTJq1fv16zZ8/O3M6RBx00IPuX9Yff/jDNCyS1gos9jGWHHuXc31eu8yb1p+LjWj5YKgWu3pjqgtS6cU9Oudzbm5NX/TGmuaean40p8SWzgmkMbUVDX5VyOTUd3tyfqKoa77r1OuIm7H4Of+W9p4Pl/QYGo4ljx2ri2LHx7d+uXdvCvWmeHToAXXXVVTrzzDO1fft2DR8+XFdffbUkae+999ZJJ52kvffeW0OGDNEVV1wxYM2atf5s1xN2zO1lVXLsdbLuz+sZ6ivX7C7z51T1o2BfVN7yvmh270/qWBjLE6ciMK/FZVR8zH6ceDvVx5esoa8O61QMzllmeac6yPidsV9TPLMs57Xa97kQawC0ShDyX6tcQRDo/33ta31+fNH/7br6bDKbnHt+SC431suqBKW204Bqj1Qs+NjL6hnusu/rz/4289c9a2aU3ZAcV3vKZZXL5Z6zMJfLKnd39wxVWcNfUfDp7OjQkCFDNGToUA2Nvld/7uzsVGdnZ2IGY6W63e7ubnV3d+uNN95Q9xtv6I033tAb3d0qV5d3RxUoo+k6Md09CHqCVtR4Xe1DSpy3yn7NhsRQbsZyG3+mgOY57//+z4t/czt0BaiR6vllyF03p6/GDimJn3MCj71ekXVq7mcBtXp8pNp9Pvb6eff1d39b8Q86q/oTyav+JE5GaAURs+ITDX11Rn0/1duyjl3iZJauc/+EyebnIrO/8oa/XNqhXwsAJAJQIZVyue7H5A1f2esk1nWEn0YEo/7M5IpkDV/lVX360uvjur8Z4SeuyjSYPfRnVn8kJc7ObTYl2+EnemwQBHHjc1AqJUJQdMbxqEE6Yja6J4JPuZxofrYb4u3j4/qedb9rHROxBkArEYAKqPWhWLSZObUso/cms3JjPMYOPM71c6pN9SgybJU73GU9tkg/TzPDz0D0f9mzoKoLU+uFUk9jshF8ss77Y1d/guowWNz7Y11eRep5P6LniIbaylHjs6P52Wx8tl+PpNS0eldFKFoOAO2MAFSAffZdF+eHbI0AlNX/UG/gSfzcoNATcc7syfrZsazeqo+5TiNeRyvCT2L7Sh8vs/cnDK2Kj/2zI4jE15YzhsA6OjvV6br8hXr7wuIZX9Xz/sT9RVbPT9YxC8zvdr9PThN0pC89Pgx/ARgoBKACigwf1erryVrPHspyrZc7BFbHPhZVz1CXVKzJObXdGpoRfvqyfpFw5jxO1uPM3h+7CTqr+hNf1DQa+jJnflkXzE28rmpFKXGyQ+t8P3nhxw445jBc4eFPC7EGQKsRgArI+p941hCXeV801VlBkBryitZzhSR7+41uYHaxPzgzezyy1ulDtcdeN68CUVQ9QabIY/qyrjkLyhwaiqs/Uuokh+alL8qOQBuFjs5q6Ons7OypBuVVf2T0/UTDXnYFyAg/uc3PRrNzKgD3472n+gOgFQhABdjnYJEjtCTvTs/Ecj3G9WGTNWMrsayBXDOTmhl8zPVbUfWp9Zi+hLgo/JjH1h6iTM32smZ+mY8xqz9278+QIUNS1Z/oueNhLfWc+TmUemd8VYOQWQnKek1RM7XZ61NdkKgIJUJfDmINgHZAACqg1vBSrTBUeHnOMFgjuUJPvNzxs1Ssv8f1uCL70qjX2eghr76En6z7zFlf0dBXIozYwSSn96ezszM1/T2a/RWFFXOILXHG5+r27anv9TQ/m8Nf/a3+AECrEIAKKNIEbcv9cG1Ryd91Udesao+UnsnTqP4e8zHtGn76+rjc6o96KzBRBcjs/3E1PtvVn0Tw6exMnPfHrv4kQlC1B8icAWY2RbtemzMER8N5RhgyX3e9x43hLwCtQgAqoK4/xjXWbfYf9iJDXPaygQ4+kVaFnyL6PfRl3GfP+lJoTD03KjJ247O5jcQFT82v6mwwsyHZrv6UKxn9P2GBEx8ar6lW83MRxBoA7YIAVEAjZ1gNlFrnnKkVeqScHp+C22uFZgbKrIAQfQ+Sd6Qb2avbyLrSe8UISNE2UtWfjo646blU/bnk6P2xnyev+hPtl/m8iddmXFW+1MDm5yxUfwA0AwFoEKvVj5Nax3FbKh582iX0SAP7Iel6nbXCj+uxZuOzOf28Ur3eV8X4OWpYNkNIXHGJzvkTzfayvkpBcjiqaPUnrO5bVu+P3dxsVgLN55PSVUPXsat1SggAaCYC0CBSqyrjXCdjeeYwV53bbYVmh59Cj1MyIMQcQ19ZM8Ds4dNoeKszanS2qkDRtPfogqQ9T1e8+lMul9PVH+s42EEoXlZ9nfZyABgsCEBtyvlhUmOmUa3H54aejO3zoVZs6MsOP6lGZCOURIHEDCiJ54iCRc7wV0d1CMwMP1Lt6k8866vnhaWrP3blJ3p90RCbdebnvhy7viwHgEYjALUB1+ys1DoFKzuSezhiRwg77TDsZa7rmvFlNiLH096jakzG0JerAhNNaY+nuFvDX/HlMIyTE5rVn7I95BUFoepXI6s/duM3AAwGBKAmKRJypPwPktz7iqxfR4hqJ+1UFag140syzvZsDkVZQ19RpaZcLicDSBDE1Z3oe3Ten+h71Pwcv59BEJ9o0z7vT9lR/cmc+TWA1Z8wY3nW+gAw0AhAdXJNK+/zdvqxTqHA03tHn56/HTTjQ9E+FrUqP447nNvIG/oqVytA9nZK1ZARNz4bwSfqBzIveVF9sriJumxsu1ypqNzdrXJ3d7ICZM78Mp7bfI31VH8AYDAiABXQiOpNfx6Xd++OGHqk5lUDioYf+zH20Ffi8Ub4SfT5WENf1QcktluqVoDsxudo2nv0JWMfEpUma5grcQLErOpPVvhR7+/+QFd/AKDZCEAF9Cc41PPYWmvmbquPQ2fNVOtMw1nrDZR6wo9zplNG30/iWl/RCQ6jEFRdL772lrGNRMOzOexlXvrCON9P9Jxxhcms/JTLvZUfI3yZlSn79UUBLGsKfGCt25fjCADtggBUQKMCRL1bqfm8gyD0SPV9ILbqw7OeC6KaAcQZfmRc6ytqfLamw9vbj094aAx9xVPdzUtdGOHDrDIlgk+5rG4jDMXT7aP188JP9HzVnyWr+mMGnwLHsWj1h9AEoNkIQAUMZJQoHFT62TPUbO0eehLBpY7HZH7oG+EnutZX1Guj0Lj+V/X5oqErM/x0VGd9Jc75Y5zvJzHd3aoyle2hryj4VHqv+G6HL3vIK+7t6VmYrAiZx6Bg5Y5IA6CdEYAarCEhpJ5hszYKPVL7Bx+pvvDjGvoKrCCSqPyExgkPowCSU3UJpJ6+niBID3cZVRnzOSthqMAIW5Wo2TkKP+ZV3+3qU8ZriYOYowpUtPpjquesz1R/ALQCAaiAQiFjgINIuwUdafB+cBXdbzv8ON8BK/wkprxH99vbrfbxSIp7ejo6O3uCUHW4K77OV0dHcsirUlEY3TaHuMpldXd3q9sY/qoYlZ94H4JAQbXyZO5P3FsUzULLqAi5fg+zGp5d99dzHwAMJAJQES0IHwSe1ipy/KOL5Jq9NebQVKrqI/VOXVdvoOqwprnHlR/r+SqVilQqJYazotll3d3dydATXV5Dioe94tdkVYDswFOyg1/RmV/2bYIPgDZGAGoj7RZ6+JByvyd2xcOc0p51xEqlkiqVioIojBiVllJ0tmej+hM1IMdVpWrlpmyErijsxLO/oh6gahUq3p8gUEmSedYhs6oVDW+ZM8wSlSDHcaj1m0H4AdDuCEBthA+G9haqt2oTvVPxlc6NHptEo3M1fISSgo6OeFtm0OgolXoChzXFPdpWJQylcjmxLBGAjIZn8zw/5vOEUrwfUrIalJruHvX9xDtbPJjX+h3mdxxAuyAAARY7gCRuG+slAo+jyTl6bBSczEBhTz3vMJqNzUbqUjSd3rrPvsxGxRj2Spzg0Nz/6m3zNdondbTDkM0+HvaxyEP4AdBOip3iGIPG4xs3tnoXdjip6d1hqPUbNuSe10fGFHKzsTludDbCj9l/E23fPL9Pd3VGV3d3d9zonBjuisKPsS+J2V1m4DJmeHWYM72MABYkX4zzeNhf9R7DIvhdbg6O88DjGLcnAtAOhn9o/ef6sLY/7GsdZ7OvxvkVhSFrdpXZ3GwObUXT3OPbxuU1Qte1vdQ7nOXaj8D4KlnhJ+9cP305ln2t/PC73Bwc54HHMW5PDIEBDllDPcYKzsVmz03e480TC8oMP9EwVbXPJ2+4Kessy4Ex9FV0PxKP7b2R2H6tUMQQF4DBhAAEZCj8gW732qj+s4fbDdQ9mw0yg1bmPlr70qc6TkbQIeAA2JEEIX/VcrXb1HQAAAaaD9GAClANPvwSAADgG5qgAQCAdwhAAADAOwSgQWzFihWaNm2aOjo6dM899yTuW7Rokbq6urTXXntp9erV8fJ77rlHM2bM0JQpU/TlL3+52bs8qC1cuFBjx47VrFmzNGvWLK1atSq+L+t4o29WrVqlqVOnasqUKVq8eHGrd2eHMWHCBM2cOVP77ruvZs+eLUl6/vnnNWfOHO255546/PDD9eKLL7Z4LwefT3/60xo5cqRmzJgRL8s7rvy9aBMhBq1//etf4SOPPBJ+6EMfCv/2t7/Fyx966KFwn332Cd94443wiSeeCCdNmhRWKpUwDMNw9uzZ4dq1a8MwDMOPfvSj4apVq1qy74PRRRddFF566aWp5XnHG/Url8vhpEmTwn//+9/h9u3bw5kzZ4b//Oc/W71bO4Q99tgjfO655xLLzjnnnHDx4sVhGIbhd77znfDcc89txa4Nan/84x/De++9N5w+fXq8LOu4/uMf/+DvRZugAjSI7bnnnurq6ko1aq9cuVLz5s1TZ2enJkyYoK6uLq1du1abN2/WSy+9pP3220+S9MlPflK33HJLK3Z90LKPtZR9vNE3a9euVVdXl8aPH68hQ4Zo3rx5WrlyZat3a4cQVi+bYlq5cqUWLFggSVqwYAF/E/rgwAMP1C677JJYlnVcf/GLX/D3ok0QgHZAmzZt0u677x7fHjNmjDZt2qRNmzZp7Nix8fKxY8dq06ZNrdjFQWvp0qXaZ599dPrpp8cl7azjjb6xjye/p40TBIEOO+ww7bfffrrmmmskSVu2bNHIkSMlSaNGjdLTTz/dyl3cYTz99NPO48rfi/bBNPg2d9hhh2nLli3x7bB6krtvf/vbOvroo1u4ZzumvON9xhln6IILLlAQBPr617+us88+O/4QAQaDO++8U6NHj9bWrVvj/hT7XGec+2xgcFzbDwGozd1xxx11P2bMmDHasGFDfHvjxo0aM2ZM5nL0Knq8P/OZz8QBlOPaWGPGjNF///vf+DbHs3FGjx4tSdp111113HHHae3atRo5cmRcBdq8ebN22223Fu/ljiHruPL3on0wBLaDMHtTjjnmGF1//fXavn27nnjiCa1fv16zZ8/WqFGj9Na3vlVr165VGIb60Y9+pGOPPbaFez24bN68Of75Zz/7maZNmyYp+3ijb/bbbz+tX79e//nPf7R9+3Zdf/31OuaYY1q9W4Peq6++qpdfflmS9Morr2j16tWaPn26jjnmGF177bWSpOXLl/M3oY9C68K/WceVvxdtpGXt1+i3n//85+HYsWPD4cOHh6NGjQo/8pGPxPddcskl4aRJk8KpU6eGt99+e7x83bp14bRp08LJkyeHX/ziF1ux24PW/Pnzw+nTp4czZ84Mjz322HDz5s3xfVnHG31z2223hVOmTAknT54cLlq0qNW7s0N4/PHHw5kzZ4b77LNPOG3atPi4Pvvss+EhhxwSTpkyJTzssMPC559/vsV7Ovh8/OMfD0ePHh0OHTo03H333cMf/OAH4XPPPZd5XPl70R64FhgAAPAOQ2AAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEeWL58uUqlkvPr7W9/e8Of7/7779fChQv1wgsvpO4rlUq6+OKLG/6cRbz88st65zvf2bCLq77++usaO3asbrzxxoZsD0DzcCkMwBNBEGjFihWp0+53djb+z8B9992nhQsXav78+Xrb296WuO8vf/lL4qK8zbRo0SKNGTOmYWc7HjZsmM4//3yde+65mjt3roYMGdKQ7QIYeAQgwCMzZ87UxIkTB/x5wupFZF1addr/V199VVdccYWWLFmISnGUAAAKnklEQVTS0O0uWLBA55xzjq6//nrNnz+/odsGMHAYAgMQe+aZZ/S5z31Oe+65p3baaSeNGzdOp5xyip588snEeo8++qjmzp2rkSNH6k1vepPGjx+vk08+WZVKRcuXL9dpp50mSZo8ebJKpZI6OjriC5zaQ2AXXXSRSqWS1q9fr6OOOko777yzJkyYoG9+85up/bvnnnt00EEH6c1vfrPGjx+vRYsW6cILL1SpVPtP2Q033KBt27bpxBNPTCw/9dRTtfvuu2vdunU64IAD9OY3v1lTp07Vr3/9a0nS4sWLNX78eL3tbW/T3Llz9eyzzyYev9NOO+noo4/W1VdfXeAIA2gXBCDAI+VyOfVlXg3nueee07Bhw3TJJZdo1apV+t73vqf169frwAMP1Pbt2+P1jjjiCD311FO66qqrtHr1ai1evFjDhg1TpVLRkUceqa9//euSpJtvvll/+ctf9Oc//zm+ErktqhQdf/zxOuSQQ7Ry5UrNnTtXF154oZYvXx6v9+yzz+qQQw7RCy+8oOuuu06XX365Vq9ereXLl2dWm0y33367ZsyYoZ122in1/P/73/906qmn6rOf/axuueUW7bbbbjrhhBP0hS98QXfddZeuvPJKXXbZZVqzZo3OPPPM1LYPOugg3X333XrppZdq7geANtHaS5EBaIZrr702DILA+XX00UdnPq5cLocbNmwIgyAIb7nlljAMw/CZZ54JgyAIf/nLX+Y+X6lUCh977LHUfUEQhAsXLoxvX3TRRWGpVAqXL1+eWG/69Onh4YcfHt8+77zzwuHDh4dPPvlkvGzbtm3hyJEjw1KpVPMYTJw4MfzUpz6VWn7qqaeGpVIp/NOf/hQve+CBB8IgCMKpU6eGlUolXn7WWWeFQ4cOTSwLwzD84x//GJZKpfD3v/99zf0A0B7oAQI8EQSBbrnlllQTtN2kvGzZMl111VV67LHH9Morr8SPffjhhyVJI0aM0MSJE/W1r31Nmzdv1sEHH6zJkyf3e/+OOOKIxO1p06bpvvvui2/ffffd2n///ROVpOHDh+vII4/UtddeW3P7W7Zs0YgRI5z37bTTTnr/+98f3546daok6dBDD01Ul6ZOnaru7m499dRTeuc73xkvf8c73qEwDLV58+aa+wGgPTAEBnjkXe96l2bNmpX4MpuiL7/8cp155pmaM2eOfv7zn+uvf/2r7r77boVhqNdeey1e7ze/+Y3e85736Pzzz9eUKVM0adIkXXnllf3aN3s6/rBhwxLP+dRTT2m33XZLPW7kyJH9el4pHQKj2Vy77LJLYvnQoUMlKbFfAAYnKkAAYjfccIMOPfRQffe7342X/fvf/06tN2HChLjq8sADD2jp0qU644wztMcee+jwww8fkH0bPXq0nn766dTyolWXkSNHphqYG+WZZ56RJI0aNWpAtg+g8agAAYi9+uqrqXPZ/OAHP8htMp4xY4YuvfRSSdKDDz4oqad6I0nbtm1r2L7tv//++vOf/5yYkbZt2zbdeuuthR7/nve8Rw888EDD9sf0wAMPqKOjQ7NmzRqQ7QNoPCpAgCfCMNS9996rrVu3pu7bb7/9VCqV9JGPfETf/e53tWjRIs2ePVtr1qzRihUrEuv+/e9/15e+9CWdfPLJmjx5ssrlsn74wx9qyJAh+vCHPyxJ2nvvvRWGoZYuXaoFCxZoyJAhmjlzZr9OunjWWWdp2bJlmjNnji688EINHTpUS5Ys0fDhwwvNApszZ47OOOMMvfTSS9p55537vB8uf/rTnzR79uyGbxfAwCEAAZ4IgkAnnXSS876tW7fq7W9/uy644AK9+OKLuuyyy/Taa6/p4IMP1urVqzVx4sQ4ZIwaNUrjx4/XkiVLtHHjRg0fPlzTp0/Xr3/9a+27776SeqpCCxcu1NVXX61rrrlGlUpFTzzxhMaNG6cgCFKBJSvAmMtHjBihNWvW6Itf/KIWLFigESNG6HOf+5y2bt2q6667rubrnzdvns466yzddNNN8XmK8p7ftZ8ur7zyin75y19q6dKlNdcF0D6CMDROAgIAg0ilUtGsWbO066676o477qi5/nnnnac77rhD69ata9g+LFu2TIsXL9bDDz8cD/0BaH8EIACDxgUXXKDJkydr/PjxeuaZZ3TNNddo9erVuu222zRnzpyaj3/55Zc1ZcoULVu2rCHXA3v99dfV1dWl733ve5nVNQDtiSEwAINGEAT65je/qSeffFJBEGjGjBlauXJlofAjSW95y1tSl/Xoj2HDhsWX+AAwuFABAgAA3mEaPAAA8A4BCAAAeIcABAAAvEMAAgAA3iEAAQAA7xCAAACAdwhAAADAOwQgAADgHQIQAADwDgEIAAB4hwAEAAC8QwACAADeIQABAADvEIAAAIB3CEAAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEAAO8QgAAAgHcIQAAAwDsEIAAA4B0CEAAA8A4BCAAAeIcABAAAvEMAAgAA3iEAAQAA7xCAAACAdwhAAADAOwQgAADgHQIQAADwDgEIAAB4hwAEAAC8QwACAADeIQABAADvEIAAAIB3CEAAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEAAO8QgAAAgHcIQAAAwDsEIAAA4B0CEAAA8A4BCAAAeIcABAAAvEMAAgAA3iEAAQAA7xCAAACAdwhAAADAOwQgAADgHQIQAADwDgEIAAB4hwAEAAC8QwACAADeIQABAADvEIAAAIB3CEAAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEAAO8QgAAAgHcIQAAAwDsEIAAA4B0CEAAA8A4BCAAAeIcABAAAvEMAAgAA3iEAAQAA7xCAAACAdwhAAADAOwQgAADgHQIQAADwDgEIAAB4hwAEAAC8QwACAADeIQABAADvEIAAAIB3CEAAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEAAO8QgAAAgHcIQAAAwDsEIAAA4B0CEAAA8A4BCAAAeIcABAAAvEMAAgAA3iEAAQAA7xCAAACAdwhAAADAOwQgAADgHQIQAADwDgEIAAB4hwAEAAC8QwACAADeIQABAADvEIAAAIB3CEAAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEAAO8QgAAAgHcIQAAAwDsEIAAA4B0CEAAA8A4BCAAAeIcABAAAvEMAAgAA3iEAAQAA7xCAAACAdwhAAADAOwQgAADgHQIQAADwDgEIAAB4hwAEAAC8QwACAADeIQABAADvEIAAAIB3CEAAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEAAO8QgAAAgHcIQAAAwDsEIAAA4B0CEAAA8A4BCAAAeIcABAAAvEMAAgAA3iEAAQAA7xCAAACAdwhAAADAOwQgAADgHQIQAADwDgEIAAB4hwAEAAC8QwACAADeIQABAADvEIAAAIB3CEAAAMA7BCAAAOAdAhAAAPAOAQgAAHiHAAQAALxDAAIAAN4hAAEAAO8QgAAAgHcIQAAAwDsEIAAA4B0CEAAA8A4BCAAAeIcABAAAvPP/AXZa6r+M00JeAAAAAElFTkSuQmCC\"\n",
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" frames[17] = 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\"\n",
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" frames[18] = 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\"\n",
|
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" frames[19] = 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\"\n",
|
|
"\n",
|
|
"\n",
|
|
" /* set a timeout to make sure all the above elements are created before\n",
|
|
" the object is initialized. */\n",
|
|
" setTimeout(function() {\n",
|
|
" animRAPRZXVNXORSIZDF = new Animation(frames, img_id, slider_id, 40, loop_select_id);\n",
|
|
" }, 0);\n",
|
|
" })()\n",
|
|
"</script>\n"
|
|
],
|
|
"text/plain": [
|
|
"<matplotlib.animation.FuncAnimation at 0x7fc0a1a50d90>"
|
|
]
|
|
},
|
|
"execution_count": 40,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"from JSAnimation import IPython_display\n",
|
|
"from matplotlib import animation\n",
|
|
"from IPython.display import HTML\n",
|
|
"fig, ax = plt.subplots(1,1, figsize = (8, 8))\n",
|
|
"ax.set_xlabel('Easting (m)', fontsize = 16)\n",
|
|
"ax.set_ylabel('Depth (m)', fontsize = 16)\n",
|
|
"extent = [mesh.vectorCCx.min(), mesh.vectorCCx.max(), mesh.vectorCCy.min()-mesh.vectorCCy.max(), mesh.vectorCCy.max()-mesh.vectorCCy.max()]\n",
|
|
"ax.set_xlim(extent[:2])\n",
|
|
"ax.set_ylim(extent[2:])\n",
|
|
"\n",
|
|
"\n",
|
|
"nskip = 79\n",
|
|
"def animate(i_id):\n",
|
|
" icount = i_id*nskip\n",
|
|
" frame = ax.imshow(np.flipud(U[0][:,icount].reshape((mesh.nCx, mesh.nCy), order = 'F').T), cmap = 'binary', extent=extent) \n",
|
|
" ax.imshow(np.flipud(v.reshape((mesh.nCx, mesh.nCy), order = 'F').T), cmap = 'jet', extent=extent, alpha = 0.2) \n",
|
|
" return frame\n",
|
|
"\n",
|
|
"animation.FuncAnimation(fig, animate, frames=20, interval=40, blit=False)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"collapsed": true
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"def traveltime(x, h, v):\n",
|
|
" d = np.sqrt((0.5*x)**2+h**2)\n",
|
|
" t = 2*(d/v)\n",
|
|
" return t"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"0.0500975610684\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print traveltime(2.5, 20., 800.)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"def intercTime(x, h, v1, v2):\n",
|
|
" out = 2*h*np.sqrt(v2**2-v1**2)/(v1*v2)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 23,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# print intercTime(0., 20., 800.)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 24,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"0.05\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print (2*20)/800."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 25,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x7fc0a1a46050>"
|
|
]
|
|
},
|
|
"execution_count": 25,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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ehYkTFCWYcdp0LBrQmWc6q5lU4GLEhRWzYBw6OJ44ViHtTXm6DkRLFukkl80M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\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7fc0bed78150>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"extent = [0,2, 0, 2]\n",
|
|
"fig, ax = plt.subplots(1,1, figsize = (8, 5))\n",
|
|
"ax.imshow(data[0].T, cmap = 'RdBu', extent=extent) "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 26,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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81VeTGjVKeuaZhL73vew+b//wB+mnP00qmWx5/UcfTeib35RuuimpgQN3Xr5q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\nAElFTkSuQmCC\n",
|
|
"text/plain": [
|
|
"<matplotlib.figure.Figure at 0x7fc0a1a50890>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, ax = plt.subplots(1,1, figsize=(12, 4))\n",
|
|
"ax.plot(time+tlag, data[0][0,:])\n",
|
|
"ax.grid(True)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"collapsed": true
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {
|
|
"collapsed": true
|
|
},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"hide_input": false,
|
|
"kernelspec": {
|
|
"display_name": "pymain",
|
|
"language": "python",
|
|
"name": "pymain"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 2
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython2",
|
|
"version": "2.7.9"
|
|
},
|
|
"toc": {
|
|
"toc_cell": false,
|
|
"toc_number_sections": true,
|
|
"toc_threshold": 6,
|
|
"toc_window_display": false
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 0
|
|
}
|