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@kebertx kebertx/Art.ipynb
Last active Nov 5, 2018

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ACM Procedural Art
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%pylab inline\n",
"pylab.rcParams['figure.figsize'] = (10, 10)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import math\n",
"import random\n",
"import cairo\n",
"import numpy as np\n",
"from PIL import Image\n",
"from matplotlib import pyplot"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Procedural Art Generation\n",
"### With Python and Stuff!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Step 1: Getting a (Blank) Picture on the Screen\n",
"\n",
"![img](https://camo.githubusercontent.com/efc6d35def4fd7642b562b1cafbc47b39a0ca99a/68747470733a2f2f63646e2e7261776769742e636f6d2f7079676f626a6563742f7079636169726f2f6d61737465722f646f63732f696d616765732f7079636169726f2e737667)\n",
"\n",
"Cairo is a 2D graphics library which I happen to think is pretty nice. It comes with a set of [Python bindings](https://cairographics.org/pycairo/), which is all I'm really asking for. So I'm gonna use that!\n",
"\n",
"I should point out that this isn't ***the way*** to do this kind of stuff -- I just personally like Python a lot more than HTML5+Javascript. There's also a software package called [processing](https://processing.org/), which you might want to check out some time...\n",
"\n",
"Anyways, here's how you create a blank canvas with pycairo:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"WIDTH, HEIGHT = 768, 768\n",
"\n",
"# The \"surface\" is the buffer where the final image will eventually be drawn\n",
"surface = cairo.ImageSurface(cairo.FORMAT_ARGB32, WIDTH, HEIGHT)\n",
"# And the \"context\" is a layer on top of that surface. You can think of it as a\n",
"# canvas where you prepare small parts of the image to drop onto the surface\n",
"canvas = cairo.Context(surface)\n",
"canvas.scale(WIDTH, HEIGHT)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Think of the canvas as the work in progress, and the surface as the finished product. You can export image data from the surface at any time, in a bunch of different formats. For example, to output a PNG file, you'd use this code:\n",
"\n",
"```\n",
"surface.write_to_png('filename.png')\n",
"```\n",
"\n",
"I'm going to do something a little bit weirder to make the surface show up in this iPython notebook:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9adb748>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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OXF6b98fm9CNJLl7y5TuTHF2rBQMAbKQVY6mqXldVP3fiOMmvJ3koyYEke+a0PUnunscH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\nAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5febfe1048>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def show_surface(surface, border=False):\n",
" # get raw BGRA image data\n",
" raw_data = bytes(surface.get_data())\n",
" size = (surface.get_width(), surface.get_height())\n",
" # read buffer into PIL image\n",
" image = Image.frombuffer(\"RGBA\", size, raw_data, \"raw\", \"BGRA\", 0, 1)\n",
" # convert that to a numpy array\n",
" array = np.asarray(image)\n",
" \n",
" if not border:\n",
" pyplot.axis('off')\n",
"\n",
" # return an image-plot of that array\n",
" return pyplot.imshow(array)\n",
"\n",
"# Call it to see what it does:\n",
"show_surface(surface, border=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This a bit of a hack... `matplotlib` is for plotting scientiffic data, but I'm just copying over that space with raw image data... Don't worry about it...\n",
"\n",
"Just as an aside, you can also initialize the surface using an existing PNG file, like so:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fea141748>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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jRmHUqFHGmzdvXvzOO+8sZIyNJqLac1cHVzlVqyoNPzgDBiDI2NhYDAsLU6n9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\nCCFEif8PHiEsMtu1vX4AAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fe9a837f0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"elephant = cairo.ImageSurface.create_from_png('maehongson.png')\n",
"elephant_ctx = cairo.Context(elephant)\n",
"elephant_ctx.scale(WIDTH, HEIGHT)\n",
"\n",
"show_surface(elephant)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Step 2: Shapes!\n",
"\n",
"> *\"I love shapes! I want to make shapes! Help me make as many shapes as possible!\"*\n",
"\n",
"So now we can see what we're doing, here's how we can get started drawing with cairo:"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### `paint()`\n",
"\n",
"Paints over the entire canvas with a single pattern. In this case, the \"source\" is just an RGBA color. That is:\n",
"```\n",
"(red, green, blue, opacity)\n",
"```\n",
"Each value is on a scale from 0 to 1; so (1, 0, 0, 1) means, *\"all red, no green, no blue, 100% solid\"...* Like, you get it."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fea0a9780>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAksAAAJCCAYAAADQsoPKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fea15dd68>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Paint the entire canvas lime-green\n",
"canvas.set_source_rgba(0.5, 1, 0, 1)\n",
"canvas.paint()\n",
"\n",
"show_surface(surface)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### `rectangle()`\n",
"\n",
"As I bet you'd expect, `canvas.rectangle()` draws a rectangle! It takes 4 arguments: first the `(x, y)` position of upper-left corner, followed by the width and height of the rectangle.\n",
"\n",
"A quick side-note on how coordinates work:\n",
"\n",
"Like RGB colors, coordinates are normalized to a scale from 0 to 1. So the center is always at `(0.5, 0.5)`, regardless of the `WIDTH` and `HEIGHT` of the surface. Also, unlike in math, the y-axis is drawn with 0 at the *__top__,* and 1 at the *__bottom__.* So the upper left corner of the canvas is `(0, 0)`, and `(1, 1)` is the *lower right.* It's just something you get used to after a while..."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fea088940>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fea0b7470>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Draw a rectangle: (upper-left-x, upper-left-y, width, height)\n",
"canvas.rectangle(0.125, 0.75, 0.75, 0.15)\n",
"# And color it red:\n",
"canvas.set_source_rgba(1, 0, 0, 1)\n",
"canvas.fill()\n",
"\n",
"show_surface(surface)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### `arc()`\n",
"\n",
"You can use this function to draw circles. The first 3 arguments are the `(x, y)` coordinates for the center of the circle, followed by the radius. The last 2 arguments are angles, in radians. This tells cairo which ***part*** of the full circle to draw. It strokes an arc, starting at the first angle, and ending at the other one. You usually don't have to worry about that, so you can just punch in `(0, math.tau)` to draw a full circle."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9fe5ac8>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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FxRhLAdNRN1Pr7rrdOgMA8D6RhjK9+K//wgd3XYqxFDBvrl6heIx/7QDgOvGQ3vrDx6wr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\nAWMJAADAAWMJAADAwf8HQkczk89C1fQAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fea0b7cc0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Draw a circle: (center-x, center-y, radius, start angle, end angle)\n",
"canvas.arc(0.5, 0.5, 0.4, 0, math.tau)\n",
"# And fill it in with blue:\n",
"canvas.set_source_rgba(0, 0, 1, 0.5)\n",
"canvas.fill()\n",
"\n",
"show_surface(surface)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9fca358>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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Dz9/E61BcjLEUMO1VM7Tu+9+0zgAAfEC4brLe+r//kxfuuhRjKWD2r1qmeIxfdgBwnXhI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\nLAEAADj4fzNy5PaRog+sAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fea00c390>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"canvas.move_to(0.5, 0.5)\n",
"canvas.arc(0.5, 0.5, 0.25, math.tau / 6, math.tau / 3)\n",
"canvas.set_source_rgba(0, 0, 0, 1)\n",
"canvas.fill()\n",
"\n",
"show_surface(surface)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### `move_to()` and `line_to()`\n",
"\n",
"Cairo drawing is focused on the concept of *paths.* Drawing is done by building up a list of points, and rules for drawing paths between them. When you use `canvas.fill()`, cairo uses the path you've created to draw a shape onto the surface. There's also `canvas.stroke()`, which draws the outline of the path, rather than filling it in.\n",
"\n",
"With that in mind, you can use `canvas.move_to(x, y)` to move the most recent point in your path to a new location. And `canvas.line_to(x, y)` adds a line from the last point in the path to the given `(x, y)` location:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9f265c0>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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khbuukNa+cPNFf+0bD39LZ0+MSlAyADAra+RJTb3rQdMxECcseKPXeru/1NYygKIEwNEa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\nEEsAAEEsAQAEsQQAEMQSAEAQSwAA4QI/TT80YkxjtgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fe9fda978>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# These are just some rendering options:\n",
"canvas.set_line_width(6/WIDTH)\n",
"canvas.set_antialias(cairo.ANTIALIAS_SUBPIXEL)\n",
"\n",
"# Draw some lines:\n",
"canvas.move_to(0.125, 0.125)\n",
"canvas.line_to(0.375, 0.500)\n",
"canvas.line_to(0.625, 0.500)\n",
"canvas.line_to(0.875, 0.875)\n",
"\n",
"canvas.set_source_rgba(1, 0, 1, 0.75)\n",
"canvas.stroke()\n",
"\n",
"show_surface(surface)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# I'll also be using this a lot\n",
"def clear_canvas(canvas, r = 1, g = 1, b = 1, a = 1):\n",
" canvas.set_source_rgba(r, g, b, a)\n",
" canvas.paint()\n",
"\n",
"clear_canvas(canvas)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### *\"You expect me to __type__ all that??\"*\n",
"\n",
"That code up there has a fuck ton of *numbers* in it, which makes it super ugly and hard to follow. If only I had some sort of *machine* that could generate numbers for me..."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# create a random point\n",
"def random_xy(dx = 0, dy = 0):\n",
" return (random.uniform(0, 1) + off for off in (dx, dy))\n",
"\n",
"# create a random color\n",
"def random_rgba(alpha=1):\n",
" return tuple(random.uniform(0, 1) for _ in range(3)) + (alpha,)\n",
"\n",
"# generate a function that creates points based on a given offset\n",
"def point_func(x, y):\n",
" return lambda dx = 0, dy = 0: (x + dx, y + dy)\n",
"\n",
"# generate a function that creates colors with an adjustable alpha level\n",
"def color_func(r, g, b):\n",
" return lambda alpha = 1: (r, g, b, alpha)\n",
"\n",
"# generate a list of colors smoothly transitioning from the first to the last\n",
"def gradient(start, end, steps=64):\n",
" rs = [start[0] + i * (end[0] - start[0]) / (steps - 1) for i in range(steps)]\n",
" gs = [start[1] + i * (end[1] - start[1]) / (steps - 1) for i in range(steps)]\n",
" bs = [start[2] + i * (end[2] - start[2]) / (steps - 1) for i in range(steps)]\n",
" \n",
" return [color_func(rs[i], gs[i], bs[i]) for i in range(steps)]\n",
"\n",
"# corners and edges\n",
"topl, topc, topr = (point_func(i/2, 0) for i in range(3))\n",
"left, right = (point_func(i, 1/2) for i in range(2))\n",
"botl, botc, botr = (point_func(i/2, 1) for i in range(3))\n",
"\n",
"# central grid lines\n",
"hil, hic, hir = (point_func(i/4, 1/4) for i in range(1, 4))\n",
"midl, midc, midr = (point_func(i/4, 1/2) for i in range(1, 4))\n",
"lol, loc, lor = (point_func(i/4, 3/4) for i in range(1, 4))\n",
"\n",
"# colors\n",
"black, blue, green, cyan, red, magenta, yellow, white = (\n",
" color_func(\n",
" float(i & 4 != 0), float(i & 2 != 0), float(i & 1 != 0)\n",
" ) for i in range(8)\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"That code is there just to give names to the most common colors and most important positions on the canvas. Here's a quick test drive:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9ea3518>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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gW2EfZAW6eftGAIKpdh+vXYCF9mJMJOOc7T7Oma5XGZ4YmDOTtLVtdzqTFCqz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\nqQq3qylQgmTo545rujs6KqOMrpge+WaWfgBcA4mmXK3AkJTSCZ2PAM5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AaW6hMkuKgmNK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\nREIoWRIREREJ8f8BMy83e1DZUXcAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fe9f35a58>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"clear_canvas(canvas)\n",
"clear_canvas(canvas, *yellow(1/8))\n",
"\n",
"pts = [\n",
" hil(), hic(), hir(),\n",
" midl(), midc(), midr(),\n",
" lol(), loc(), lor()\n",
"]\n",
"\n",
"# randomly draw lines between pairs of points: \n",
"for j, v in enumerate(pts):\n",
" for i, u in enumerate(pts[:j]):\n",
" # flip a coin\n",
" if random.choice([False, True]):\n",
" canvas.move_to(*v)\n",
" canvas.line_to(*u)\n",
" canvas.set_source_rgba(*random_rgba())\n",
" canvas.stroke()\n",
" \n",
"# draw (randomly colored) circles on top of each point\n",
"for i, v in enumerate(pts):\n",
" canvas.arc(*v, 1/16, 0, math.tau)\n",
" # fill background color\n",
" r, g, b, a = random_rgba(0.75)\n",
" canvas.set_source_rgba(r, g, b, a)\n",
" canvas.fill_preserve()\n",
" # draw a border\n",
" canvas.set_source_rgba(*random_rgba(0.75))\n",
" canvas.stroke()\n",
"\n",
"show_surface(surface, border=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Great! When I write my first computer science textbook, I'll use that graphc right there as the cover! While I'm at it, let me add some text-labels to those nodes -- just to prove that I can:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9e867f0>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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f/iFDbjeHT8SIxV0uPnNVSTfRPTS83ftoHPO1/YW/voNjJ/zi6iALtv4xb1hW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\nSUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fe9f4f860>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# More rendering options:\n",
"canvas.set_font_size(1/16)\n",
"canvas.select_font_face(\n",
" \"monospace\", cairo.FONT_SLANT_NORMAL, cairo.FONT_WEIGHT_NORMAL\n",
")\n",
"\n",
"# print text on the canvas, centered on the point (x, y)\n",
"def print_canvas(canvas, x, y, text):\n",
" _, _, w, h, _, _ = canvas.text_extents(text)\n",
" canvas.move_to(x - w/2, y + h/2)\n",
" canvas.show_text(text)\n",
" \n",
" return (w, h)\n",
"\n",
"for i, pt in enumerate(pts):\n",
" canvas.set_source_rgba(*black())\n",
" print_canvas(canvas, *pt, str(i + 1))\n",
" \n",
"show_surface(surface, border=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Step 3: Fancy Colors!\n",
"\n",
"Just as an aside, when you `set_source_rgba()`, you're really telling cairo what texture it needs to overlay onto the most recent thing you've drawn. That texture doesn't need to be a single color, you can create all sorts of patterns, like *gradients:*"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9c357f0>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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EfAc/GyaNjGFeDYPww5rWR/5wG/0sNYYv4ScZChjm299QVPiuOwr4po2Ar8iV5C5ozCsX\n7uDLcy3wkOJLOK7wZVyq+fDeMszfwpe+j8yX8dn75htj66xnWHrWs/6yddoIluy06IxxXihXbToY\nMGhR7f9s+PU/3A74OObTBjw/G58UN8N30KAAnz2T47ON7BSfjQExG7wMX+kryxWVM5kQXxHfjZ9F\nE3zzmZ7fcRl44PJswPg3/y7pGB/GEPA1ahDIoi+bE531DEvPetZfsHbFJW04oTmxf32BHHSzQt36\nw21zpvhJxBV/G2s8/0l8wWeJLynIHTmRUXwgP8NnuUwbzrrXBr4S9/2f2hTf/Z/aNO7eT21f/8Pt\noTYFFNpcDq/nbBAsxie++8bW+YDEZDG+Qt7CZ88bLk0uEI6XnPnK8XXWMyw961l/+MoGjLyQvD7E\nAePw6+uiqO4KJZPRgtZoGmWhND7fxffmz4aJrokhxN3F9wEuD/B9/Q+3CT+RyyyH8gF3DRAll5/F\nN2U5Pnu+lSsMH+BaPlHO8DXyapcrDLPh+Aify4kSn+MdY3ZxBXwurzrrGZae9aw/dKUNAyojLXRv\nNODQVKHWfGfAEFLoNfhdUaUNqsA3C3bWlPeNOuMSbBCZbeCAL2tGW3xzMzYH1oDfx3f+dzux2TZ/\nFr3u6CMNeMfPG/haXCKOTF7yvsGXcanpkby3Gy52+FY6vYtv84+9HT7ii+HrrGdYetaz/qBVN++R\nFxc6dICNYWW2kb42Y3MjBTkrZCgPcTOfVkZ9Ycym+BMsBb5ZUMvmncmZ3QQza8rzvMGn1xLx+abQ\nwsf+FuQ9fDOnoixvTu1hmuHLcmXaCPiYXsFPiPUQX2eAGNV5ldu4500RfDK4z0aulD8bZvIE35R9\nDt9+QJo2dvjMu8F0535jPcPSs571h6xWoRzDFZSieGrtul0o3xowXFGdxbMslHfwFUU1+EzwzRii\njOiCXcbl/Jw1AnAV8Z00YIb50g2yY3znf7eT8fPxAQPeD9+UGeZo8wY+ePbnW1wGPSu3cctY4uvM\nv/mH2/fw2fMZl4wLnz8lPr2yiG/qNtczLD3rWb94mQaAz1oBtoUoL/76gIUlFCdXCGPxPPhbF9bc\nRKCg8fPv4LPF0fnc4ksKsmtOdVNWXcrPrhEhvm3xJ1yse7VYzvE1vs1C3eDLYga6Iz7IlXQAMHEr\nZ3t8/QFph28NK6AQ8QGOAl94HxN85bvgOa58JZjbg1CJL69LJZd4hsqTfE3w8Z+j9XKfYelZz/oL\nVlkojwaM/jctd/8lWRbV5ZM3h1uF8gSf1ssEX3/Yy/Hth7U9boavwWWBb+p+HF92n6Bb4gO7RrbS\nieCjPm3+ZVwqPvatGtftDhg7fiK+5GfRgwFjO6xvuUi+zYJcsWdk2Wzhy7hs4XO8Y8zrDvZ5RX0t\ni+sW2usZlp71rF+2sqFDP787YMTiEoYGqCPfGjBaPxtm8kN8YWhY+A5+NjxpwNeDbeAavG/AH/nD\nbfSz1Bi+hJ+kqTLMdxtwie+6o/6AUeRKchc05pULd/DluRZ4SPElHG8GDMqlmg/vLcP8LXzp+8h8\nGZ/3/+GzzatLyQxJSM5mPcPSs571C5YvTrEQbYrLgMKANoaV2WFFlbbNO/V1KQRZ5pPhY8XfyW/g\nm0VSh5qiIG+4tMU/0b0eUi417ALfu/96buDL7CayrBHW+PoD0rLRwtfPtZ/HR87vcgXxoQ2GO3DJ\nsGhC7QchiI1wOWW38M24DL68hnm7NFcYvh2XGoU+XwoQYWs9w9KznvUvr1ahZLJQPNm/vkAOunkB\nheKbFVVzZv/zzCyeWaGMg8j7+ILPEp+V4fmtnMgoPpCf4YuNZKCui6+Fr8QdGxRvymPlT8RHGjDD\nR3KlHjCUM9+UI77zYTbDN20KKLS5HF7P2SBYjE98942tJpcpPiE2N/IWPnvecGlygXC85MzXAb6p\ne3kzQ5PbWwcb6xmWnvWsf2GlRUhUISu0ZXEBPWN3iX7wpzaBsiT2fKtQTx5CceT4ZiHMGtm++Gdc\ngg0iE3Me8CVFfY+PFX+iu+71XXznP0XZe38Zj3eRxWz5qfLqj/mpLZOXvG/wZVxqeiTv7YaLHb6V\nTu/ie/OnNuIrxTd1V+QY3ELzeobdAZ926xmWnvWsH15loTwaMJoNapDiuyuUJw2YFbSsUFJ84Ouj\n+PbD3icaMMVnfNpGEmSN5sD/PuNb+Jwvh7nEd5IrBW4vy7hUn2/8LAoJiTJ6PsM3Y0DO0Ya7iwzL\nFt8uV+gwpBdWvTe+LvXwiY3J2c18WZ9JrmT5ynyt5QclPxjZn9/s2Xo9w9KznvUDq1VcQG/JXHFZ\nxVtrUWze2+LJfL2UbHEk8hWLLb6zuNlY3fk7+Lx8FD4TfKtZBFlWkJ0cuJyfKT6QU3ydAcLg4/96\nDrJjfOc/RWX8tLikTV3lTGZ8QkMLzTucv4EPnv35FpdBz8pt3DKW+Dqz/bu4Rq7wAXejexufPZ9x\nybjw+VPi0yuL+Kbu9bD7qQ1Yv3zjfm89w9KznvXFFV7uoqjaosQGjN7X1wKbtwslVMLQgFlBaxRV\nWih3+I4GjP7Php9swD18rgGX+PJvB97Dx3nfNmAT836Yvd2Ag14RMx0wbuKTZSLBZ/VaucLwgc15\npptDZV4FXxAbxu0wZ/jC+8i43ODLapDPlRRfxuWMQW/MPk99trfwqAy/d9qtZ1h61rO+tPzLHYpX\ne8DI/8Vm/VQFVDvC7Qa8lBBL/rNh2jwP8GUDRg8fK75O7rDMxZoy5SfEXeBT+kKjTrlY92qxnONr\nNCjUDb4s5s8OGMrZHl9/mN3hmzEJKER8gKPAF97HBF/5LniOK18J5uOf2ym+vC6VXOIZKk/yNcF3\n+ofbuivu8+QV9Afa6q1nWHrWsz64suKkn28WFya7dLNGtuIIhag/IDEskuJrNoVDfLNIRnwHPxsm\njYxhXg2D8FMVdYuv8VMQ6qKfpcbwJfwkQwHDfPsbigrfdUcB37QR8BW5ktwFjXnlwh18ea4FHlJ8\nCccVvoxLNR/eW4b5W/jS95H5Mj5733xTfLu8upTMgHMpyDQwrO4rHtA35ycu3K/XMyw961kfWqeN\nYMlOi84YefHKCuWqCQcDBi2qm0JpfE7BO/gKfgI+jvm0Ac/PxifFzfAxXwmXgM+eyfHZRnaKz8aA\nmA1ehq/0leWKyplMiK+Ir/9NUnfAoOd3XAYeuJxhkQ6+g1yx+Da6d/BhDAFfowaBLPpy+DQ9CBYA\nOuI3SWEwWp/nWdy3+oIBNdczLD3rWW+sXXFJG44pHkOLkCkeIAfdrFCn32axgoxyhsMVfxtrPP9J\nfMFniS8pyB05kVF8rq7e/XYgbTjrXhv4StznP0VFfGSYZvhIrmjcRV4ZLDNIj+98QMrwTZsCCm0u\nh9dzNggW4xPffWPrfEBishhfIW/hs+cNlyYXCMdLznwd4Ju6l7eTAenFK+4TW8L2eusZlp71rJsr\nGzDyQvL6EAeM+19fnxZKJqMFrSyqGT6wa3y+i68/7FF8ia6JIcTdxfcBLg/w7f6uysbSzBXGA8gj\nl1kO5QPulO1y5ZP4pizHZ8+3coXhA1zLJ8oZvkZe7XKFYTYcH+FzOVHic7xjzC6ugK+TK5cjOyiR\nwUi9L1y6R2yJ38Mz+/UMS8961uFKGwZURlro3mjAoanCO/6dAQPKjdjznaK6CmIo6hzfLNhZU943\n6oxLLMJRZhs44Atxd/HNTdIciPx9fDB8J/iMLujo/maYNbFYfm434B0/b+BrcYk4MnnJ+wZfxqWm\nR/LebrjY4Vvp9C6+zT/2dviIrxTf1F2RY3ALzesZdtczJog7r0MSse2s7dYzLD3rWY1VN++RFxc6\ndICNYWW2kb42Y3MjBTkrZCgPcTOfVkZ9Ycym+BMsBb5ZJMvmncmZ3QQza8rzvMGn1xLx+abQwuea\n2+LqPr6ZU1E20ubUHqYZvixXpo2Aj+kV/IRYD/F1BohRnVe5jXveFMEng/ts5Er5s2EmT/BN2efw\n7QekaWOHz7wbTBdyZRoWF6SwvSEaD8iCLSn2EODa269nWHrWszarVShBb8my4inwmt8slG8NGK6o\nzuJZFso7+IqiGnwm+LAo9hqwkwOX83PWCLD+xmE08cUaFMN86QbZMb7DBlzw0+LypAHD++GbMsMc\nbd7AB8/+fIvLoGflNm4ZS3yd2Q7rjVwJAwaRBd3b+Oz5jEvGhc+fEp9eWcQ3da8H/01SGIyU9cs3\n7hNbwvfWk6B+fz3D0rOeRZZpAPisFWBbiPLirw9YWEJxcoUwFs/9N0llcxMoJcLPv4PPFkfnc4sv\nKciuOdVNWXUpPyHuAt+2+BMu1r1aLOf4Gt9moW7wZTED3REf5Eo6AJi4lbM9vv6AtMM3YxJQiPgA\nR4EvvI8JvvJd8BxXvhLM7UGoxJfXpZJLPEPlSb4m+PjP0Xq5fkDSXXGfJ6+gP4it+ehtD8XCbJ+M\nS8+w9KxnuVUWyqMBo/9Ny91/SZZFdfkktu8WyhN8UMO+8ndVKZcbeQtfg8sC39T9OL7sPkG3xAd2\njWylE8FHfdr8y7hUfOxbNa7bHTB2/ER8bpBAG+Z+9D59fNthfctF8m0W5Io9I8tmC1/GZQuf4x1j\nXnewzyvqa1lct7CU5tPlcWkpHtW3w03jm6RqD2LqrGdYetazrpUNHfr53QEjFpcwNMC7+60Bo/Wz\nYSY/xDcLdsRHvulI8VlfZQO+HmwD1+B9A779tyZZc1hqDF/CT9JUGea7DbjEd91RwDdtBHxFriR3\nQWNeuXAHX55rgYcUX8JxhS/jUs2H95Zh/ha+9H1kvozP+//w2ebVpWQGnUtBpoFhdV/xgL45P3Ex\n22BrAqn8GB/1eoalZ/2nly9OsRBtisvSczaGldlhRZW2zTv1dSkEWeaT4WPF38lv4JtFUoeaoiBv\nuLTFP9G9HlIuNewC37v/em7gy+wmsqwR1vj6A9Ky0cLXz7Wfx0fO73IF8aENhjtwybBoQqX1I8sV\nx+WU3cI34zL48hrm7dJcYfh2XGoU+nwpCNsbAnhUdjIg2fP+myN4Fj054NNuPcPSs/6zq1UomSwU\nT/avL5CDbl5AofhmRdWc2f88M4tnVijjIPI+vuCzxGdleH4rJzKKD+Rn+CyX6pM34Ba+EndsUAwz\n5k/ERxoww0dypR4wlDPflCO+82E2wzdtCii0uRxez9kgWIxPfPeNrSaXKT4hNjfyFj573nBpcoFw\nvOTM1wG+qXt5s9/g2D19An1M/EFsCd9bT+KezWcN0vvtrmdYetZ/aqVFSFQhK7RlcQE9Y3eJYiNb\ncYRC1B+QOBYoJWLPtwr15CEUR45vFsKske2Lf8Yl2CAyMecBX1LU9/hY8Se6617fxXf+U5S995fx\neBdZzJafKq92/4Ao+XkDX4tLxJHJS943+DIuNT2S93bDxQ7fSqd38W3+gbTDR3yl+KbuihyDW2he\nz7C7njFB3HkdkIht4Mnahj0IEvd8TN31DEvP+s+sslAeDRjNBjVI8d0VypMGzApaVigpPvD1UXz7\nYW+Pb9+AKT7jU8z5INtxifjQxtfwOV8Oc4nvJFcK3F6Wcak+z79J2jVgej7DN2NAztGGu4sMyxbf\nLleIL1M/Mi4Mb9NJB5/YmJzdzJf1meRKlq/M11p+UCKD0fo8z4I+aCxbwveUj2Jv8WP3gh+EsFnP\nsPSsv3q1igvoLZkrLqt4ay2KzXtbPJmvl5ItjkS+YrHFdxY3G6s7fwefl4/CZ4JvNYsgywqykwOX\n8zPFZ+tqxNcZIAw+/q/nIDvG1/g2CzBLOK92W1wyfCBnMuMTOklo3uH8DXzw7M+3uAx6Vm7jlrHE\n15nt38U1coUPuBvd2/js+YxLxoXPnxKfXlnEN3WvB/9NUjq4LJy4T2wJ31tPgvrejwLDvWH+K+uO\nMY7OeoalZ/2VK7zcRVG1RYkNGL2vrwU2bxdKLBbidFlBaxRVWih3+I4GjP03Ld9owD18rgGX+PJv\nB97Dx3nfNmAT836YLfMqxZfccxYzHTBu4pNlIsFn9Vq5wvCBzXmmm0NlXgVfEBvG7TBn+ML7yLjc\n4MtqkM+VFF/G5YxBb8w+T322t/CojNoSvmfPF99YhRhtTDZGH+d+PcPSs/665V/uULzaA0b+Lzbr\npyqg80NRVM1+XigtFigLws+/gy8bMHr4WPF1codlLtaUKT8h7gKf0hcadcrFuleL5Rxfo0GhbvBl\nMX92wFDO9vj6w+wO34xJQCF3Kk2AAAAgAElEQVTiAxwFvvA+JvjKd8FzXPlKMB//3E7x5XWp5BLP\nUHmSrwk+/rd7ern+2yTdFfd58gr6g9iaj972UCzM9tKVxC/YiRhgr7meYelZf8XKipN+vllcmOzS\nzRrZiiMUov6AxLBIiq8o1KY4nuGbBSbiI807xWd9adx18/X8VEXd4ssbGfWFfpYaw5fwkwwFDPPt\nbygqfNcdBXzTRsBX5EpyFzTmlQt38OW5FnhI8SUcV/gyLtV8eG8Z5m/hS99H5sv43ORKhW+XV5eS\n+QbmUpBpYFjdVzygb85PXMw22JpAKj9i96yuEAywt7BjnPV6hqVn/fHrtBEs2WnRGSMvXlmhXO/i\nwYBBi+qmUBqfWAzu4iv4Cfg45tMGPD8bnxQ3w8d8JVwCPnsmx2cb2Sk+GwNiNngZvtJXlisqZzIh\nviK+/jdJ3QGDnt9xGXjgcoZFOvgOcsXi2+jewYcxBHyNGgSy6Mvh0/QgWADoiN8k0W9/Vg0A0GtH\nrC3he+tJij04L7A3zH9l3THbixh66xmWnvVHrl1xSRuOKR5Di5ApHiAH3axQp99msYKMcoYDfdJB\nwZ7/JL7gs8SXFOSOnMgoPltXD/BZLtOGs+61ga/EHRsZw4z5E/GRYZrhI7micRd5ZbDMID2+8wEp\nwzdtCii0uRxez9kgWIxPfPeNrfMBiclifIW8hc+eN1yaXCAcLznzdYBv6l7eTgakF6+4T2wJ31tP\n4p7NZw0y+AXdiAH2JuYQ4/KwXc+w9Kw/bmUDRl5IXh/igHH/6+vTQslktKCVRTXDB3aNz3fx9Yc9\nii/RNTGEuLv4PsDlAb7d31XZWJq5wngAeeQyy6F8wJ2yXa58Et+U5fjs+VauMHyAa/lEOcPXyKtd\nrjDMhuMjfC4nSnyOd4zZxRXwdXLlcmQHpXpAEfF7xJb4PX6++ibJ7xl9sTFFDPOZ+emvZ1h61h+z\n0oYBlZEWujcacGiq8H59Z8CAV1ns+U5RXQXRFc/dgJE1ZSaL+BiXWISjzDZwwBfi7uKbmz6++tuk\n+/hg+E7wGV3Q0f3NMGtisfxUebX7trXk5w18LS4RRyYved/gy7jU9Eje2w0XO3wrnd7Ft/nH3g4f\n8ZXim7orcgxuoXk9w+56xgRx53VIIraBJ2sb9iBI3PMxRQywN8bggyAgMRjq9QxLz/rVq27eIy8u\ndOgAG8PKbCN9bcbmRgpyVshQHuJmPq2M+sKYoRZljSzDNwtM2bwzObObYGZNedVHxKfXEvG58z18\nrrktru7jmzkVZWMV/thombw/IC0b6GvaCPiYXsFPiPUQX2eAGNV5ldu4500RfDK4z0aulD8bZvIE\n35R9Dt9+QJo2dvjMu8F0IVem4Wo4Cd/2iO69dp0tKfYQoPNjnqXYwzxI7ChGhmHGaGWd9QxLz/q1\nq1UoQW/JsuIp8IrcLJRvDRiuqM7iWRbKO/iKohp8JviwKPYasJMDl/MzxYf1k+E7acAM86UbZMf4\nDhtwwU+LS4YP5ExmfC5CIuZo8wY+ePbnW1wGPSu3cctY4uvMdlhv5EoYMIgs6N7GZ89nXDIufP6U\n+PTKIr6pez34b5LCYKSsDzZg8G+S4t56EtT3fhQY7g3zXzasOV1hMcLncB4uf7OeYelZv2qZBoDP\nWgG2hWgVrKQIWT+kOLlCGIvn/puksrkJlBLh59/BZ4uj87nFlxRk15zqpqy6lJ8Qd4FP6UuKP+Fi\n3avFco6v8W0W6gZfFjPQHfFBrqQDgIlbOdvj6w9IO3wzJgGFiA9wFPjC+5jgK98Fz3HlK8HcHoRK\nfHldKrnEM1Se5GuCj/8crZfrByTdFfd58gr6g9iaj972UCzMdvVtlo8pYoC9iTnYhs8aiItzmM+7\n9QxLz/o1qyyURwNG/5uWu/+SLIvq8kls3y2UJ/ighn3l76pSLjfyFr4GlwW+qftxfNl9gm6JD+wa\n2Uongo/6tPmXcan42LdqXLc7YOz4ifjcIIE2zP3offr4tsP6lovk2yzIFXtGls0WvozLFj7HO8a8\n7mCfV9TXsrhuYSnNp8vj0lI8qm+HisY3SdUeAPJ7Rl9sTBHDfEYkTlf4nuYk4qrXMyw9619f2dCh\nn98dMGJxCUMDvDPfGjBaPxtm8kN8s5BEfOSbjhSf9VU24OvBNnAN3jfg239rgrroZ6kxfAk/SVNl\nmO824BLfdUcB37QR8BW5ktwFjXnlwh18ea4FHlJ8CccVvoxLNR/eW4b5W/jS95H5Mj7v/8Nnm1eX\nkhl0LgWZBobVfcUD+ub8xMVsg60JpPIjds/qCsEAewu7PvMY2Xk4JwN09usZlp71ryxfnGIh2hSX\npedsDCuzw4oqbZt36utSCLLMJ8PnfGHMpjie4ZsFBOtEWpA3XNrin+heDymXGnaB791/PTfwZXYT\nWdYIa3z9AWnZaOHr59rP4yPnd7mC+NAGwx24ZFg0odL6keWK43LKbuGbcRl8eQ3zdmmuMHw7LjUK\nfb4UhO0NATwqOxmQ7PliCBI9SXUFn6MdxcgwzPsifjFuYXu99QxLz/rx1SqUTBaKJ/vXF8hBNy+g\nUHyzomrO5N8O+AaVFco4iLyPL/gs8VkZnt/KiYziA/kZPsul+uQNuIWvxB0bFMOM+RPxkQbM8JFc\nqQcM5cw35YjvfJjN8E2bAgptLofXczYIFuMT331jq8llik+IzY28hc+eN1yaXCAcLznzdYBv6l7e\n7Dc4dk+fQB8TfxBbwvfWk7hn81mDDH5BN2KAvYk5xAif8QIcB8uW+D08s1/PsPSsH1lpERJVyApt\nWVxAz9hdotjIVhyhEPUHJI4FXlGx51uFevIQiiPHNwtM1sj2xT/jEotTlIk5D/hC3F18c9PHVw9I\n9/HBsJngM7qgo/v9b5L4MA02mG4LX54rp/haXCKOTF7yvsGXcanpkby3Gy52+FY6vYtv8w+kHT7i\nK8U3dVfkGNxC83qG3fWMCeLO6/BBbANP1jbsQZC452OKGGBvjFENSLrPzoNu4MJhMjzU6xmWnvX1\nVRbKowGj2aAGKb67QnnSgFlBywolxQe+PopvP+zt8e0bMMVnfIo5H2Q7LhEf2vgaPufLYS7xneRK\ngdvLMi7V5/k3SbsGTM9n+GYMyDnacHeRYdni2+UK8WXqR8aF4W066eATG5Ozm/myPpNcyfKV+VrL\nD0pkMFqf51nQB41lS/ie8lHsLX7sXvAjfg+e13lE4uyEGMVo2hgJ3nW/yGW9nmHpWV9ZreICekvm\nissq3gIpLyAfw/5vUVysr5eSLY5EvmIRozeLm43Vnb+Dz8tH4TPBp4XIy4gu2GVczs8Un61ZEV9n\ngDD4+L+eg+wYX+PbLMAs4bzabXHJ8IGcyYxPaIaheYfzN/DBsz/f4jLoWbmNW8YSX2e2fxfXyBU+\n4G50b+Oz5zMuGRc+f0p8emUR39S9Hvw3SengsnDiPrElfG89Cep7PwoM94b5Lw5I0Y7G6eOAz+E8\nsSVxz5+3AxJ+rtczLD3royu83EVRtUWJDRibQeJ6Fti8XSixWIjTZQWtUVRpodzhOxow9t+0fKMB\n9/C5Blziy78deA8f533bgE3M+2G2zKsUX3LPWcx0wLiJT5aJBJ/Va+UKwwc255luDpV5FXxBbBi3\nw5zhC+8j43KDL6tBPldSfBmXMwa9Mfs89dnewqOy3hAB+gK2lFV4FhKjjcnGyDDMZ4ZhxogYCCbB\nXYI3wfh8s/Ssf2X5lzsUr/aAkf+LzfqpCqi+JLcbML6ECwu8bsLPv4MvGzB6+FjxdXKHZS7WlCk/\nIe4Cn9IXGnXKxbpXi+UcX6NBoW7wZTF/dsBQzvb4+sPsDt+MSUAh4gMcBb7wPib4ynfBc1z5SjAf\n/9xO8eV1qeQSz1B5kq8JPv63e3q5fsDQXXGfJ6+gP4it+ehtD8XCbOsAkvgFOxED7E3MwTZ81kBc\nnKAbuPAYE/xGf7+eYelZb62sOOnnm8WFyS7drJGtOEIh6g9IDIuk+ITYJPJDfLPARHykeaf4rC+N\nu26+np/oK8OXNzLqC/0sNYYv4ScZChjm299QVPiuOwr4po2Ar8iV5C5ozCsX7uDLcy3wkOJLOK7w\nZVyq+fDeMszfwpe+j8yX8bnJlQrfLq8uJfPNx6Ug08Cwuq94QN+cn7iYbbA1gVR+xO5ZXSEYYG9h\n12ceIzsP5yTuGUwSbefDZm89w9Kzbq/TRrBkp0VnjLx4ZYVyvQUHAwYtqptCaXxiMbiLr+An4OOY\nTxvw/Gx8UtwMH/OVcAn47Jkcn21kp/hsDIjZ4GX4Sl9ZrqicyYT4ivjqYfYE33ym53dcBh64nGGR\nDr6DXLH4Nrp38GEMAV+jBoEs+nL4ND0IFgA6YnOn3/6sGgCg145YW8L31pMUe3BeYG+Y/8q6Y7YX\nMcxn+BxiRAwaY+DHned+Jg4ckpDzej3D0rOO1q64pA3HFI+hRcgUD5CDblao02+zWEFGOcNh3qX9\ngPRJfMFnic/K8PxWTmQUn61ZB/gsl2nDWffawFfijo2MYcb8ifjIMM3wkVzRuIu8MlhmkB7f+YCU\n4Zs2BRTaXA6v52wQLMYnvvvG1vmAxGQxvkLewmfPGy5NLhCOl5z5OsA3dS9vJwPSi1fcJ7aE760n\ncc/mswYZ/IJuxAB7E3OIET7jBTgOli3xe3uMZ1zu1zMsPau9sgEjLySvD3HA2HzTovUkbcDdQslk\ntKBhDMFmhg/sGp/v4usPexRfomtiCHF38X2AywN8u7+rsrE0c4XxAPLIZZZD+YA7Zbtc+SS+Kcvx\n2fOtXGH4ANfyiXKGr5FXu1xhmA3HR/hcTpT4HO8Ys4sr4OvkyuWIf/uhMn3Gb3DmHrElfo+fr75J\n8ntGX2xMEcN8Zn5mjBpb/CYJ8trt5RhjjJY7bquznmHpWduVNgyojLTQvdGAQ1OFnP7OgAGvm9jz\nnaK6CqIrnrsBI2vKTBbxMS7BBpHZBg74QtxdfFDQpNBd9/ouPhi+E3xGF3R0fzPMmlgsP1VelQ14\nx88b+FpcIo5MXvK+wZdxqemRvLcbLnb4Vjq9i2/zj70dPuIrxTd1V+QY3ELzeobd9YwJ4s7jgBFs\nA0/WNuxBkLjnY4oYYG+MwQdBQIIvJY2DceEwiYubcFl/m+S5rNczLD2Lrrp5j7y40KEDbAwrs430\ntRmbGxRaE8t+QLJxM59WRn1hzFCLskaW4Zsvb9m8Mzmzm2BmTXnVR8Sn1xLxufM9fK65La7u45s5\nFWVX6Qs2Cb7MF8OX5cq0EfAxvYKfEOshvs4AMarzKrdxz5si+GRwn41cKX82zOQJvin7HL79gDRt\n7PCZd4PpQq5Mw/tvP+az/SbotetsSbGHAJ0f8yzFHuZBYkcxMgwzRmYb4pZib3FlbeM4GbncDUj4\nuV7PsPSssFqFEvSWLCueAql6s1C+NWC4ojqLZ1ko7+ArimrwmeDDothrwE4OXM7PFB/IKb6TBsww\nX7pBdozvsAEX/LS4ZPhAzmTGJxRijznavIEPnv35FpdBz8pt3DKW+DqzHdYbuRIGDCILurfx2fMZ\nl4wLnz8lPr2yiG/qXg8n3374AWMMYkv43noS1Pd+FBjuDfNfNqw5XWExwudwntiSuOfPm8GoxaXq\n11zu1zMsPWuMgS+8KwxaAbaFaBWspAhZP6Q4uUIYiyf7JgLkHoeXCbxKws+/g88WR+dziy/yM89H\nX1icokzMecubtVXgU/qS4k+4WPdqsZzjy4dNqht8WcxAd8QHuZIOACZu5WyPrz8g7fDNmAQUIj7A\nUeAL72OCr3wXPMeVrwRzexAq8eV1qeQSz1B5kq8JPv5ztF6ub+q6K+7z5BX0B7E1H73toViYbfsN\nDfsGR89FDLA3MQfb8FkDcXGCbuDCY0zwT30XY8CLLymzBXV0t55h6Vl1oTwaMPrftNz9lySTdZvD\nrUJ5gg9q2Ff+rirlciNv4WtwWeCbuh/Hl90n6Jb4wK6RrXQi+KhPm38Zl4qP4NgNKAm+KdvxE/G5\nQQJtmPvR+/TxbYf1LRfMF/ATfMqy2cKXcdnC53jHmNcd7POK+loW1y0spfl0eVxaikf16TcpoBMG\nhWoPAPk9oy82pohhPiMSpyt8T3NS6J6e9/grLhlfFZfzHpHb/XqGpf/wyoYO/fzugBGLSxgaIF+/\nNWC0fjbM5If4ZiGJ+KIsx2d9lQ34erANXIP3Dfj235qgLvpZagxfwk/SVBnmuw24xHfdUcA3bQR8\nRa4kd0FjXrlwB1+ea4GHFF/CcYUv41LNh/eWYf4WvvR9ZL6Mz/v/8Nnm1aVkBp1LQaaBYXVf8YC+\nOT9xMdtgawKp/Ijds7pCMMDewq7PPEZ2Hs5J3DOYJNr2w5qPLdgSFxfdwzP79QxL/7Hli1MsRJvi\nsvScjWFlWHCOmnfq61IIsswnw+d8YcymOJ7hmwUE60RakDdc2uKf6F4PKZcadoHv3X89N/BldhNZ\n1ghrfP0Badlo4evn2s/jI+d3uYL40AbDHbhkWDSh0vqR5Yrjcspu4VuNFfHlNczbpbnC8O241Cj0\n+VIQtjcE8KjsZECy54shSPQk1RV8jnYUI8Mw74v4xbil2Fsi980QRJ1zybjgfNVc7tczLP2HVqtQ\nMlkonuxfXyAH3byACpwDG8PZFidnONBnUSjjIPI+vuCzxGdleH4rJzKKD+Rn+CyX6pM34Ba+Ends\nUAwz5k/ERxoww0dypR4wlDPflCO+82E2wzdtCii0uRxez9kgWIxPfPeNrSaXKT4hNjfyFj573nBp\ncoFwvOTM1wG+qXt5899+hMFIo7p4xX1iS/jeehL3bD5rkMEv6EYMsDcxhxjhM16A42DZEr+3x3jC\nZf/vkjiX3fUMS3/5SouQqEIsRE6+9sXZ1AfbSF8Hgq8ZRyhE/QGJY4H0F3s+2oQYDD7W3Di++fJm\njYzJIj7GJRanKBNzHvCFuLv45qaPrx6Q7uODYTPBZ3RBR/dZ885itvxUebX7B0TJzxv4Wlwijkxe\n8r7Bl3Gp6ZG8txsudvhWOr2Lb/MPpB0+4ivFN3VX5BjcQvN6ht31jAnizuvwQGwDT9Y27EGQuOdj\nihhgb4xRDUi6z86DbuDCYRIXN+HyrWGz2FtP+p/Weoalv3iVhfJowGg2qDFi8UV58AUvZqW7fJKC\nlhVKig98fRTfftjb49s3YIrP+BRzPsh2XCI+U7e+hc/5cphLfCe5UuD2soxL9ckHyQ6+rAHT8xm+\nGQNyjjbcXWRYtvh2uUJ8mfqRcWF4m046+MTG5OxmvqzPJFeyfGW+1vLNnQxG6/M8C/qgsWwJ31M+\nir3Fj90LfsTvwfM6j0icnRCjGE0bI8G77jfnQrl0/AQMfm/u53v+vN2v1zMs/WWrVVxAb8lccVnF\nWyAtBeRj2P8tiov19VKyxZHIVyxi9GZxs7G683fwefkofCb4zEsY8Dk52GVczs8Un61ZEV9ngDD4\n+L+eg+wYXz5AMMwSzqvdFpcMH8iZzPiEZhiadzh/Ax88+/MtLoOeldu4ZSzxdYYP04CvkSt8wN3o\n3sZnz2dcMi58/pT49Moivql7PZx8+/HJAcnahhYv3q+JYGjucjsap48DPofzxJbEPX8+DDVbLlX/\n3Z/akEs2UHbWMyz9JSu83L54HQ0Ym0HiehbYvF0osViI02UFrVFUdR/s7vAdDRjsPOfykw24h881\n4BJf/u3Ae/g479sGbGLeD7NlXqX4knvOYqYDxk18skwk+KxeK1cYPrA5z3RzqMyr4Atiw7gd5gxf\neB8Zlxt8WQ3yuZLiy7icMeiN2eepz/YWHpX1hgjQF7ClrMKzkBjdNzImRoZhPjMMM0bEQDAJ7hK8\nCUbdj3EHWzsupdjDZKEY+usZlv6C5V/uULzaA0b+LzbrR+XUbpC9BO0GjC/hwgKvgfDz7+DLBowe\nvsjPPB994csdZaa5ON6srQKf0hcadcrFuleL5Rxfo0GhbvBlMX92wFDO9vj6w+wO34xJQCHiAxwF\nvvA+JvjKd8FzXPlKMB//3E7x5XWp5BLPUHmSrwk+/rd7erl+wNBdcZ8nr6A/iK356G0PxcJsVwOG\njyligL2JOdiGzxqIixN0AxceY4J/6rsYA158SZmtgmflknOgV6C4dusZlv7QlRUn/XyzuDDZpZs1\nshVHKET9AYlhkRSfEJtEfohvvrwRH2neKT7rS+Oum6/nJ/rK8OWNjPpCP0uN4Uv4SYYChvn2NxQV\nvuuOAr5pI+ArciW5CxrzyoU7+PJcCzyk+BKOK3wZl2o+vLcM87fwpe8j82V8bnKlwrfLq0vJfOdw\nKcg0MKzuKx7QN+cnLmYbbE0glR+xe1ZXCAbYW9j1mcfIzsM5iXsGk0TbHx02dzx3uASc5p436xmW\n/sB12giW7LTojJEXr8TXrQFj4sh8sZiNTywGd/EV/AR8HPNpA56fjU+Km+FjvhIuAZ89k+OzjewU\nn40BMRu8DF/pK8sVlTOZEF8RXz3MnuCbz/T8jsvAA5czLNLBd5ArFt9G9w4+jCHga9QgkEVfDp+m\nB8ECQMeHv/3AgEZiS4o9OC+wN8x/Zd0x24sY5jN8DjEiBo0x8OPOcz8TB44m4vQjl3aQqYeod7ns\nrGdY+kPWrrikDccUj6FFyBQPkINuVqjTb7OGxIKFcobDvEv7AemT+ILPEp+V4fmtnMgoPluzDvBZ\nLtOGs+61ga/EHRsZw4z5E/GRYZrhI7micRd5ZbDMID2+8wEpwzdtCii0uRxez9kgWIxPfPeNrfMB\niclifIW8hc+eN1yaXCAcLznzdYBv6l7eTgakF6+4T2wJ31tP4p7NZw0y+AXdiAH2JuYQI3zGC3Ac\nLFvi9/YYPzpsFjwrl5yDiMHxA//trGdY+gNWNmDkheT1IQ4YrHgOLVJaT9IG3C2UTEYLGsYQbGb4\nwK7x+S6+/rBH8SW6JoYQdxffB7g8wLf7uyobSzNXGA8gj1xmOZQPuFO2y5VP4puyHJ8938oVhg9w\nLZ8oZ/gaebXLFYbZcHyEz+VEic/xjjG7uAK+Tq5cjvi3HyrTZ1m4dI/YEr/Hz1fffvg9oy82pohh\nPjM/M0aNDXVX3ML3cowxRssd8bPjUvI9ex6Z9lzaCHxMyMNuPcPSL15pwxBVoIXujQYcmirk0ncG\nDHgNxJ6PNiEGgy8fRDy+WUiypsxkER/jEl/uKLMNHPCFuLv45qaPjzfg9/HB8J3gM7qgo/ubYdbE\nYvmp8qpswDt+3sDX4hJxZPKS9w2+jEtNj+S93XCxw7fS6V18m3/s7fARXym+qbsix+AWmtcz7K5n\nTBB3HgeMYBt4srZhD4LEPR9TxAB7Yww+CAISfClpHIwLh0lc3ITLdBCc+jTO/d56epfLgGG/nmHp\nl626eY+8uNChA2wMK7ON9LUZm9uIBTkrZCgPcTOfVkZ9YcxQi7JGluGbL2/ZvDM5s5tgZk1ZX2zA\nodcS8bnzPXyuuS2u7uObORVlV4EJNgm+zBfDl+XKtBHwMb2CnxDrIb7OADGq8yq3cc+bIvhkcJ+N\nXCl/NszkCb4p+xy+/YA0bezwmXeD6UKuTMP7bz/m83vfflQDknmWYg/zILGjGBmGGSOzDXFLsbe4\nsrbNoBG4rAakhK+bXNpBjcWZ752sZ1j6RatVKEFvyUwhG1owtHbdLpRvDRgTh8nlTaG8g8/LR+Ez\nwYdFsdeAnRy4nJ8pPnznGb6TBswwX7pBdozvsAEX/LS4ZPhAzmTGJxRijznavIEPnv35FpdBz8pt\n3DKW+DqzHdYbuRIGDCILurfx2fMZl4wLnz8lPr2yiG/qXg8n335s/5bGgePffqC+96PAcG+Y/7Jh\nzekKixE+h/PElsQ9f94MRi0uVf+Tf5eU3pkM++xtSdyz9vbrGZb+5WUaAD5rBYDiMUWukE29pAhZ\nP6Q4od0gewliIwS5x+FlAiku/Pw7+GxxdD63+CI/83z0hcUpysSct7xZWwU+pS8p/oSLda8Wyzm+\nfNikusGXxQx0R3yQK+kAYOJWzvb4+gPSDt+MSUAh4gMcBb7wPib4ynfBc1z5SjC3B6ESX16XSi7x\nDJUn+Zrg4z9H6+X6pq674j5PXkF/EFvz0dseioXZxqZN/YKdiAH2JuZgGz5rIC5O0A1ceIwJ/qnv\nYgx48SVltgqelUvOgV7BhkuJe4EvqOe79QxL/+IqC+XRgMGK52UjKS6nBZTJus3BxlTJwe4Jvvmc\n4usPezm+/bC2x83wNbgs8E3dj+PL7hN0S3xg18hWOhF81KfNv4xLxUdw7AaUBN+U7fiJ+NwggTbM\n/eh9+vi2w/qWC+YL+Ak+Zdls4cu4bOFzvGPM6w72eUV9LYvrFpbSfLo8Li3Fo/r2G4d6iPDn0yFC\n4p7RFxtTxDCfEYnTFb6nOSl0T897/BWXjK+Ky3mPOc/2fHFnK86Erxtc7tYzLP0LKxs69PO7A0Ys\nLmFogBz51oDR+tkwkx/im8kf8UVZjs/6Khvw9WAbuAbvG/DtvzVBXfSz1Bi+hJ+kqTLMdxtwie+6\no4Bv2gj4ilxJ7oLGvHLhDr481wIPKb6E4wpfxqWaD+8tw/wtfOn7yHwZn/f/4bPNq0vJNOBLQaaB\nYXVf8YC+OT9xMdtgawKp/Ijds7pCMMDewq7PPEZ2Hs5J3DOYJNr2A4aPLdgSFxfdI7an7o5LwEn5\nIhgMB4srjLu3nmHph5YvTlgEWsVlaJ5s/3V5yY+ad+rrUgiyzCfD53xhzPP5Br5ZQLBOpAV5w6Ut\n/onu9ZByqWEX+MT6KvEdDCepnOGzsqwR1vj6A9Ky0cLXz7Wfx0fO73IF8aENhjtwybBoQqX1I8sV\nx+WU3cK3mhLiy2uYt0tzheHbcalR6POlIGxvCOBR2cmAZM8XQ5DoSaor+BztKEaGYd4X8YtxS7G3\nRBZjb9hkXHC+PjVsepmEPbUT4txw2VnPsPQDq1UomcwUsqHFRetJ2oDzAipwDmwMZ1ucnOEwubwf\n9j6JL/gs8VkZnt/KiQxlG/sAACAASURBVIziw3f+CJ/lUn3yBtzCV+KODYphxvyJ+EgDZvhIrtQD\nhnLmm3LEdz7MZvimTQGFNpfD6zkbBIvxie++sdXkMsUnxOZG3sJnzxsuTS4Qjpec+TrAN3Uvb/7b\njzAYaVQXr7hPbAnfW0/ins1nDTL4Bd2IAfYm5hAjfMYLcBwsW+L39hhPuPz+3yUhBsfP2idDJvIV\nMFgu9X/36xmWvrTSIiSqEAuRk699cTb1wTbS14Hga8YRClF/QOJYIA3Fno82IQaDjzU3jm8mftbI\nmCziY1yCDSITcx7whbi7+Oamj68ekO7jg2EzwWd0QUf3WfPOYrb8VHm1+wdEyc8b+FpcIo5MXvK+\nwZdxqemRvLcbLnb4Vjq9i2/zD6QdPuIrxTd1V+QY3ELzeobd9YwJ4s7r8EBsA0/WNuxBkLjnY4oY\nYG+MUQ1Ius/Og27gwmESFzfh8q1hs9hbT+9ySTB4vmouZeXpyXqGpS+sslAeDRjNBjVGLL4oD74g\nmSrd5VOcHuBo4QNfH8W3H/b2+PYNmOIzPsWcD7Idl4gPbXwNn/PlMJf4TnKlwO1lGZfqkw+SHXxZ\nA6bnM3wzBuQcbbi7yLBs8e1yhfgy9SPjwvA2nXTwiY3J2c18WZ9JrmT5ynyt5Zs7GYzW53kW9EFj\n2RK+p3wUe4sfuxf8iN+D53UekTg7IUYxmjZGgnfdb86Fcun4CRj83tzP9/z5ikt7h05fij3Cpcdr\n4xwuzno9w9KHVqu4gN6SueKyirfA9QrIx7D/WxQX6+ulZIsjka9YxOi9PicD0nCxneDz8lH4TPCZ\nlzDgc3Kwy7icnyk+kFN8nQHC4GMDAJEd48sHCIZZwnm12+KS4QM5kxmfWLwc5mjzBj549udbXAY9\nK7dxy1ji6wwfpgFfI1f4gLvRvY3Pns+4ZFz4/Cnx6ZVFfFP3euANcQb4vQHJ2obWKt6viWBo7nI7\nGqePAz6H88SWxD1/Pgw1Wy5V/5M/tX1yQDJ8BQyWS38XbKDsrGdYenOFl9sUnZEUkteHOGBsBonr\nWWDzdqHE5BGni7YxBmYzxOp87fAdDRjsPOfykw24h8814BJf0oDfxsd53zZgE/N+mC3zKsWX3HMW\nMx0wbuKTZSLBZ/VaucLwgc15pptDZV4FXxAbxu0wZ/jC+8i43ODLapDPlRRfxuWMQW/MPk99trfw\nqKw3RIC+gC1lFZ6FxGhjsjEyDPOZYZgxIgaCSXCX4E0w4gDibVcDBrUlxR4mC8UwubAR7PYCXzsu\nxWHyceDLs1nPsPTG8i93KF7tASP/F5v1o3JqN8hegnYDxpdwYYH0E37+HXzZgNHDF/mZ56MvfLmj\nzDQXx5u1VeBT+kKjTrlY92qxnONrNCjUDb4s5s8OGMrZHl9/mN3hmzEJKER8gKPAF97HBF/5LniO\nK18J5uOf2ym+vC6VXOIZKk/yNcHH/3ZPL9c3Rd0V93nyCvqD2JqP3vZQLMx2NWD4mCIG2JuYg234\nrIG4OEE3cOExJvinvosx4MWXlNkqeFYuOQd6BRsuJe4FvgouX3ESftAP9IPOeoalw5UVJ/18s7gw\n2aWbNbIVRyhE/QGJYZEUnxCbRH6Ib768ER9p3ik+60vjrpuv5yf6yvDljYz6Qj9LjeFL+EmGAob5\n9jcUFb7rjgK+aSPgK3IluQsa88qFO/jyXAs8pPgSjit8GZdqPry3DPO38KXvI/NlfG5ypcK3y6tL\nCYeDqSDTwLC6r3hA35yfuJhtsDWBVH7E7lldIRhgb2HXZx4jOw/nJO4ZTBJtf3TY3PHc4RJwUr4I\nBsPB4orv6T7PJ/EJaXzt1zMsHazTRrBkp0VnDFdQGoVy3fnBgDFxZL5YzMYnFoO7+Ap+Aj6O+bQB\nz8/GJ8XN8DFfCZeAz57J8dlGdorPxoCYDV6Gr/SV5YrKmUyIr4ivHmZP8M1nen7HZeCByxkW6eA7\nyBWLb6N7Bx/GEPA1ahDIoi+HT9ODYAGgIzb3MBitz/Ms7lt927wTW1LswXmBvWH+K+uO2V7EMJ/h\nc4gRMWiMgR93nvuZOOzIYPUjl3aAqIeo97nUJEv3DJeIxMX9Bped9QxLm7UrLmnDMcXjZSgWD5CD\nblao02+zhsSChXKGw7xL+wHpk/iCzxKfleH5rZzIKD6Qn+GzXKYNZ91rA1+JOzYyhhnzJ+IjwzTD\nR3JF4y7yymCZQXp85wNShm/aFFBoczm8nrNBsBif+O4bW+cDEpPF+Ap5C589b7g0uUA4XnLm6wDf\n1L28nQxIL15xn9gSvreexD2bzxpk8Au6EQPsTcwhRviMF+A4WLbE7+0xfnTYLHhWLjkHEYPjZ+1H\nng1fAYPl8hWnPR+4FL63NJDezXqGpWJlA0ZeSF4f4oDBiudlA+VDi0tWdKyvEYoXk6lPsI0xBJsZ\nPrBrfL6Lrz/sUXyJrokhxN3F9wEuD/Dt/q7KxtLMFcYDyCOXWQ7lA+6U7XLlk/imLMdnz7dyheED\nXMsnyhm+Rl7tcoVhNhwf4XM5UeJzvGPMLq6Ar5MrlyPb3OsBRcTvEVvi9/j5dIiQuGf0xcYUMcxn\n5mfGqLGFxg8J5fdyjDFGyx3xs+NS8j17Hpn2XNoIfEzvcvmKg+VK3PPnlSs8s1/PsERW2jBEFWIh\ncPK1L86mPmBxCU0V7vA7Awakj9jz0SbEYPDlg4jHN5M/a8pMFvExLvHljjLbwAFfiLuLb276+HgD\nfh8fDN8JPqMLOrq/GWZNLJafKq/KBrzj5w18LS4RRyYved/gy7jU9Eje2w0XO3wrnd7Ft/nH3g4f\n8ZXim7orcgxuoXk9w+56xgRx5+23A/UQZf2AJ4l7PqaIAfbGGLw5AxJ8KWkcjAuHSVzchMt0EJz6\nNM793np6l0uCwfNVc1kNe/O++Z7NFx/Hfj3D0rXq5j3y4iJw7TPn0cawMttIX5uxuY1YkJ0ulYe4\nmU8ro74wZhkpvrQgG1sMHxuaMnzMl8XMmjK+T+xfygGfO9/D55rb4uo+vplTUTbWix4bLZP3B6Rl\nA31NGwEf0yv4CbEe4usMEKM6r3Ib97wpgk8G99nIlfJnw0ye4Juyz+HbD0jTxg6feTeYLuTKNFw1\n1NCYRfdeu86WFHsI0Pkxz1LsYR4kdhQjwzBjZLYhbin2FlfWtmnwgctqQEr4usmlHdRYnPmePkOu\nBy417u2wKcy2w7TjcrOeYWnEomMLCRQeU1Cc7qVgm+Y8c14offFaBUScjeF8Ig6Ty5tCeQefl4/C\nZ4IPi2KvATs5cDk/U3z4zjN8Jw2YYb50g+wY32EDLvhpccnwgZzJjE8oxB5ztHkDHzz78y0ug56V\n27hlLPF1ZjusN3IlDBhEFnRv47PnMy4ZFz5/Snx6ZRHf1L0ebFO1e/okasvsE1vC99aToL73o8Bw\nb5j/smHN6QqLET6H88SWxD1/3jbzDpeq/8m/S0rvTIZ99rYk7hm+AgbLpb+LsAcx9rn0mHrrPzss\nmQaAz1oBVr6nhWzqCdhctmLBCcUJ7QbZSxAbIcg9Di8TSA/h59/BZ4uj87nFF/mZ56MvsEFkYs5b\n3qytAp/SlxR/wsW6V4vlHF8+bFLd4MtiBrojPsiVdAAwcStne3z9AWmHb8YkoBDxAY4CX3gfE3zl\nu+A5rnwlmNuDUIkvr0sll3iGypN8TfDxn6P1cn1T111xnyevoD+IrfnobQ/Fwmxj06Z+wU7EAHsT\nc7ANnzUQFyfoBi48xgT/1HcxBrz4kjJbBc/KJedAr2DDpcS9wFfB5StOwg/6EbYHz1LsrTiH26/X\nf3JYKgvl0YDBiudlIykupwWUybrNwcZUycHuCb75nOLrD3s5vv2wtsfN8DW4LPBN3Y/jy+4TdEt8\nYNfIVjoRfNSnzb+MS8VHcOwGlATflO34ifjcIIE2zP3offr4tsP6lgvmC/gJPmXZbOHLuGzhc7xj\nzOsO9nlFfS2L6xaW0ny6PC4txaP6VeMLtt35dIiQuGf0xcYUMcxnROJ0he9pTgrd0/Mef8Ul46se\nMF4h5Dzb88WdrTgTvg659DG+4nDc0b0EY4dL8XnYW/+pYcm/3KF40UabycXYDLJLNwwNcDffGjBa\nPxtm8kN8M/kjvijL8VlfZQO+HmwD1+B9A779tyaoi36WGsOX8JM0VYb5bgMu8V13FPBNGwFfkSvJ\nXdCYVy7cwZfnWuAhxZdwXOHLuFTz4b1lmL+FL30fmS/j8/4/fLZ5dSmZBnwpyDQwrO4rHtA35ycu\nZhtsTSCVH7F7VlcIBthb2PWZx8jOwzmJewaTRNt+wPCxBVvi4qJ7xPbU3XEJOClfBIPhYHHF93Sf\n55MdSAu+Glyywbmz/vphyRcn5LxVXJaeszGsDAvOUfNOfV0KQZb5ZPicL4x5Pt/ANxMOczstyBsu\nbfFPdK+HlEsNu8An1leJ72A4SeUMn5VljbDG1x+Qlo0Wvn6u/Tw+cn6XK4gPbTDcgUuGRRMqrR9Z\nrjgup+wWvtUMEF9ew7xdmisM345LjUKfLwVhe0MAj8pOBiR7vhiCRE9SXcHnaEcxMgzzvohfjFuK\nvSWyGHvDJuOC8/WpYdPLJOypnRDnjktxmEKMSa4ZLos9ehf+Xnrrrx6WWoWSyVD3MmQKyLIdG3Be\nQAXOgY3hbIuTMxwml/fD3ifxBZ8lPivD81s5kVF8+M4f4bNcqk/egFv4StyxQTHMmD8RH2nADB/J\nlXrAUM58U474zofZDN+0KaDQ5nJ4PWeDYDE+8d03tppcpviE2NzIW/jsecOlyQXC8ZIzXwf4pu7l\nbfcvdmD94hX3iS3he+tJ3LP5rEEGv6AbMcDexBxihM94AY6DZUv83h7jCZff/7skxOD4WftkyES+\nAgbL5StOez5wKXxvaVQ8hzgRI0gEz9brrxuW0iIkqmCKytLZFBfQM3aXKDayFYf3hbomltiIOBZI\nB7Hno02IweBjzY3jm4mfNTImi/gYlzZZQ3Mj/EQuT/DNTR9fPSDdxwfDZoLP6IKO7rPmncVs+any\navcPiJKfN/C1uEQcmbzkfYMv41LTI3lvN1zs8K10ehff5h9IO3zEV4pv6q7IMbiF5vUMu+sZE8Sd\n14ZHbANP1jbsQZC452OKGGBvjFENSLrPzoNu4MJhEhc34fKtYbPYW0/vckkweL5qLqsBad4337P5\n8h6XbNjsrL9qWCoL5dGA0WxQY8Tii/LgC5Kp0l0+xekBjhY+8PVRfPthb49v34ApPuNTzPkg23GJ\n+My79i18zpfDXOI7yZUCt5dlXKpPPkh28GUNmJ7P8M0YkHO04e4iw7LFt8sV4svUj4wLw9t00sEn\nNiZnN/NlfSa5kuUr87WWb0hkMFqf51nQB41lS/ie8lHsLX7sXvAjfg+e13lE4uyEGMVo2hgJ3nW/\nORfKpeMnYPB7cz/f8+crLu0dOn0p9giXHq+Ns+Yy5esGl8ZPyfN+/fHDUqu4gN6Soe6lYIrHOlM0\n9Zavl5ItjkS+YhGj9/qcDEjDxXaCz8tH4TPBZ17CgM/JwS7jcn6m+EBO8XUGCIOPDQBEdowvHyAY\nZgnn1W6LS4YP5ExmfGLxcpijzRv44Nmfb3EZ9Kzcxi1jia8zfJgGfI1c4QPuRvc2Pns+45Jx4fOn\nxKdXFvFN3euBN8QZ4PcGJGsbWpp4vyaCobnL7WicPg74HM4TWxL3/Pkw1Gy5VP1P/tT2yQHJ8BUw\nWC79XXx/QEKMDIO3hfL9+mOHpfBywwufF5LXhzhgbAaJ61lg83ahxOQRp4u2MQZmM8TqfO3wHQ0Y\n7Dzn8pMNuIfPNeASX9KA38bHed82YBPzfpgt8yrFl9xzFjMdMG7ik2UiwWf1WrnC8IHNeaabQ2Ve\nBV8QG8btMGf4wvvIuNzgy2qQz5UUX8bljEFvzD5Pfba38KjspPHZ86zxAWbvF+2YGBmG+cwwzBgR\nA8EkuEvwJhixeXvb1YBBbUmxh8lCMUwubAS7vcDXjktxmHwcQuL2mKTYW/sFl7IZWFecvfVHDkv+\n5Q7Fqz1gsEatD1hc8gKqL8ntBowv4cIC1yr8/Dv4jI1lq4sv8jPPR182IVlTpvyEuAt8Sl9o1CkX\n614tlnN8jQaFusGXxQx0R3yQKzEH6ga8x9cfZnf4ZkwCChEf4CjwhfcxwVe+C57jyleC+fjndoov\nr0sll3iGypN8TfAFn1N3RY4XvdCMK5Pg8+QV9AexNR+97aFYmO1qwPAxRQywNzEH2/BZA3Fxgm7g\nwmNM8E99F2PAiy8ps1XwrFxyDvQKNlxK3At8FVy+4iT8oB9he/Asxd6K87NcdtYfMyxlxUk/3ywu\nTHbpZo1sxSHDFaL+gMSwSIpPiE0iP8Q3Ey7iI807xWd9adx18/X8RF8ZvryRUV/oZ6kxfAk/yVDA\nMN/+hqLCd91RwDdtBHxFriR3QWNeuXAHX55rgYcUX8JxhS/jUs2H95Zh/ha+9H1kvozPTa5U+HZ5\ndSmZxnQpyDQwrO4rHtA35ycuZhtsTSCVH7F7VlcIBthb2PWZx8jOwzmJewaTRNsfHTZ3PHe4BJyU\nL4LBcLC44nu6z/NJfEKGOPpcVgPSK186XPq93vojhqXTRrBkQbfZoJatRqFcfB8MGBNH5ovFbHxi\nMbiLr+An4OOYTxvw/Gx8UtwMH/OVcAn47Jkcn21kp/hsDIjZ4GX4Sl9ZrqicyYT4ivjqYfYE33ym\n53dcBh64nGGRDr6DXLH4Nrp38GEMAV+jBoEs+nL4ND0IFgA6zhrSJ/8uKfUjwz7bCIbmLt+LGOYz\nfA4xIgaNMfDjzlfNed2dwQgS8X7dvUhh+20uNcnSPcMlInFx/yiXxFa1N3doDHhmv37tsLQrLmnD\nQd3LUCweIAfdrFCn32YNZ1ucnOEw978fkD6JL/gs8VkZnt/KiYziA/kZPstl2nDWvTbwlbhjI2OY\nMX8iPjJMM3wkVzTuIq8Mlhmkx3c+IGX4pk0BhTaXw+s5GwSL8YnvvrF1PiAxWYyvkLfw2fOGS5ML\nhOMlZ74O8E3dy9vJgPTiFfeJLeF760ncs/msQQa/oBsxwN7EHGKEz3gBjoNlS/zeHuNHh82CZ+WS\ncxAxOH7WfuTZ8BUwWC5fcdrzgUvhe0uj4jnEiRhB8lEu9+tXDkvZgJEXkteHOGCw4nnZQPkYaQPu\nFkomU59gG2MINjN8YNf4fBdff9ij+BJdE0OIu4vvA1we4Nv9XZWNpZkrjAeQRy6zHMoH3Cnb5con\n8U1Zjs+eb+UKwwe4lk+UM3yNvNrlCsNsOD7C53KixOd4x5hdXAFfJ1cuR7whqUyf66a4tMXv8fPp\nECFxz+iLjSlimM/Mz4xRYwuNHxLK7+UYY4yWO+Jnx6Xke/Y8GyImFzYCH9O7XL7iYLkS9/x55SrB\n3+WS5myfSzv4Ys7W61cNS2nDEFWIhcDJ1744m/qAxSU0VeDuOwMGXJ3Y89EmxGDw5YOIxzeTP2vK\nTBbxMS4xIaPMNnDAF+Lu4pubPj7egN/HB8N3gs/ogo7ub4ZZE4vlp8qrsgHv+HkDX4tLxJHJS943\n+DIuNT2S93bDxQ7fSqd38W3+sbfDR3yl+KbuihyDW2hez7C7njFB3HkcMIJt4Mnahj0IEvd8TBED\n7I0xeHMGJPhS0jgYFw6TuLgJl+kgOPVpnPu99fQulwSD56vmshr25n3zPZsv73H5nW/meutXDEsi\ncFG+CGTFRYCGmfNoY1iZbaSvzdjcRizITpfKQ9zMp5VRXxizjBRfWpCNLYaPDU0ZPubLYmZNGd8n\n9i/lgM+d7+FzzW1xdR/fzKkoG+tFj42WyfsD0rKBvqaNgI/pFfyEWA/xdQaIUZ1XuY173hTBJ4P7\nbORK+bNhJk/wTdnn8O0HpGljh8+8G0wXcmUarhpqaCaie69dZ0uKPQTo/JhnKfYwDxI7ipFhmDEy\n2xC3FHuLK2vbtNbAZTUgJXzd5NIOFyzOfE+fIdcDlxr3dtgUZtthKrlkd+G4lISf+ankuTlsNtYv\nGZYEOUuLM9W9FGzTnGfOC6UvXq/L8LpOvmIRo/f6vCmUd/B5+Sh8JviwKPYasJMDl/MzxQdyiu+k\nATPMl26QHeM7bMAFPy0uGT6QM5nxCQXCY442b+CDZ3++xWXQs3Ibt4wlvs5sh/VGroQBg8iC7m18\n9nzGJePC50+JT68s4pu614NvSLSJrHdExjD7xJbwvfUkqO/9KDDcG+a/bFhzusJihM/hPLElcc+f\nt020w6Xqf/Lbj/TOZNhnb0vinuErYLBc+rsIexBjn0uCSQxzVt9g8LZmjBsu2zm7X79jWPoHed8X\nogkyK0L6+aJFCrtB9hLERghyY38qgQwSIGtk7+CzxdH53OKL/Mzz0RfYIDIx5y1v1laBT+lLij/h\nYt2rxXKOLx82qW7wZTED3REf5Eo6AJi4lbM9vv6AtMM3YxJQiPgAR4EvvI8JvvJd8BxXvhLM7UGo\nxJfXpZJLPEPlSb4m+PjP0Xq5vqnrrrjPk1fQH8TWfPS2h2JhtrHhUb9gJ2KAvYk52IbPGoiLE3QD\nFx5jgn/quxgDXnxJma2CZ+WSc6BXsOFS4l7gq+DyFSfhB/0I24NnKfZWnD/HZY/n3vodw5IMuGgo\nApN45BllkOeThLRQZnJjF5KJyLrNwcZUycHuCb75nOLrD3s5vv2wtsfN8DW4LPBN3Y/jy+4TdEt8\nYNfIVjoRfNSnzb+MS8VHcCS63QFjx0/E5wYJtGHuR+/Tx7cd1rdcMF/AT/Apy2YLX8ZlC5/jHWNe\nd7DPK+prWVy3sJTm0+VxaSke1a8aX7DtzqeNT+Ke0RcbU8QwnxGJ0xW+pzkpdE/Pe/wVl4yvesB4\nhZDzbM8Xd7biTPg65NLH+IrDcUf3EowdLsXnobuXDc8vlXyPc8nywUbQXb9iWOKNNpNP0ubZQYtL\nGBqAk28NGK2fDTP5Ib6Z/BFflOX4rK+yAc97IvxEXxm+fJilvtDPUmP4En6Spsow323AJb7rjgK+\naSPgK3IluQsa88qFO/jyXAs8pPgSjit8GZdqPry3DPO38KXvI/NlfN7/h882ry4l04AvBZkGhtV9\nxQP65vzExWyDrQmk8iN2z+oKwQB7C7s+8xjZeTgncc9gkmjbDxg+tmBLXFx0j9ieujsuASfli2Aw\nHCyu+J7u83yyA2nBV4PLkIdg85UvHS6TnF5b3jagIe8G8rBbv2JY+mfm9kxOXxiWQPmoBiS837Qg\np74uhSDLfEJsmS+MeT7fwDcTDnM7LcgbLm3xT3Svh5RLDbvAJ9ZXie9gOEnlDJ+VZY2wxtcfkJaN\nFr5+rv08PnJ+lyuID20w3IFLhkUTKh1OslxxXE7ZLXyrGSC+fEDydmmuMHw7LjUKfSZNIA5Iuvfa\ndbYk37PniyFI9CTVFXwmTWthZBjmfRG/GLcUe0tkMfaGTcYF5+tTw6aXSdhTOyHOHZfiMIUYk1wz\nXBZ79C6qASme/8lhs7N+xbD0ilmQ37EKhsDzmNhjA84LqMA5sDGcbXFyOOOL6ozXxhrPhzjewBd8\nlvisDM9v5URG8WGeHuGzXKpP3oBb+ErcsUExzJg/ER9pwAwfyZV6wFDOfFOO+M6H2QzftCmg0OZy\neD1ng2AxPoHAXV7thj0mi/EV8hY+e95waXKBcLzkzNcBvql7efMNKQxGGtXFK+4TW8L31pO4Z/NZ\ngwx+QTdigL2JOcQIn/ECHAfLlvi9PcYTLr//d0mIwfGz9smQiXwFDJbLV5z2fOBS+N7SqHgOcSJG\nkHyQyxOejb5YBLv1K4alf/6ZlzwunmdyDv1fUnBCkQXkX/mpDcj1jSzahBhUZfDmxvHNxM8aGZNF\nfIxLsEFkYs4DvhB3F9/c9PHVA9J9fDBsJviMLujoPmveWcyWnyqvcEDa48tz5RRfi0vEkclL3jf4\nMi41PZL3dsPFDt9Kp3fxbf6BtMNHfKX4pu6KHINbaF7PsLueMUHceW14xDbwZG3DHgSJez6miAH2\nxhjVgKT77DzoBi4cJnFxEy7fGjaLvfX0LpcEg+er5rIakOZ98z2bL+9x+f1hc+6fD5ud9SuGJb2r\nZoMaIxZflI+hdpy81F0+xekNJdn7FLjS5RN8fRTfftjb49s3YIrP+BRzPsh2XCI+8659C5/z5TCX\n+E5ypcDtZRmX6pMPkh18WQOm5zN8MwbkHG24u8iwbPHtcoX4Ej1Qvjdm6PBcpvjExuTsZr6szyRX\nsnxlvtbyDYkMRuvzPAv6oLFsCd9TPoq9xY/dC37E78HzOo9InJ0QoxhNGyPBu+4350K5dPwEDH5v\n7ud7/nzFpb1Dpy/FHuHS47Vx1lymfN3g0vjZ8PxSyfd8PtH8F4fJ8xzi8Bj261cMS+abpTFi8xYn\nH2PezyUX2MczUJAz+bQ1E8/cfzIgDRcbxmFsAo5MPgqfCT7zEgZ8Tg52GZfzM8UHcoqvM0AYfGwA\nILJjfPkAwTBLOK92W1wyfCBnMuMTi5fDHG3ewAfP/nyLy6Bn5TZuGUt8neHDNOBr5AofcDe6t/HZ\n8xmXjAufPyU+vbKIb+peD7whzgC/NyBZ29BKxPs1EQzNXW5H4/RxwOdwntiSuOfPh6Fmy6Xqf/3n\nIROn4weSz+8ZvgIGy6W/i+8PSIiRYfC2ZowbLm/mrNEnXPp86K5fMSzhezJJwOIisHm7UCLx4nTR\nNsbAbIZYnS+wvy480zW2GD52HuQGC6StbHSR44rLEp9rwCW+pAG/jY/zvm3AJub9MFvmVYovuecs\nZjpg3MQny0SCz+q1coXhA5vzTDeHyrwKviA2jNthzvCF95FxucGX1SCfKym+jMsZg96YfXZNp2oo\nr11iS/iePc8aH2D2ftFOoyGFwSjEiBgIJsFdgjfBiE3T264GDGpLij1MFophcmEj2O0FvnZcisPk\n4xASt8ckxd7aL7iUzcC64kz2Ci79fcY4J09FrkHO2Djr9SuGJRkT+yRyzLwoCigANnd80IDxJZwy\nAXqFnw9xoK/rwynYxAAAIABJREFUYGxkVm7j6+KL/Mzz0RcmZJSZ5uJ4s7YKfEpfaNQpF+teLZZz\nfI0GhbrBl8X82QFDOdvj6w+zO3wzJgGFiA9wFPjC+5jgK98Fz3HlK8F8/HM7xZcPeyWXeIbKk3xN\n8AWfU3dFjhe90Iwrk+Dz5BX0B7E1H73toViY7WrA8DFFDLA3MQfb8FkDcXGCbuDCY0zwT30XY8CL\nLymzVfCsXHIO9Ao2XErcC3wVXL7iJPygH2F78CzF3orz57g84RktWi55PvkhqrN+x7D0jy2oWSMb\nY4SmnBZklE89ARsgEyIzvoxNIl/7YIPJzBmGjzTvFJ/1pXHXzdfzE31l+PJGRn2hn6XG8CX8JEMB\nw3z7G4oK33yhgq/LRsBX5EpyFzTmlQt38OW5FnhI8SUcV/gyLtV8eG8Z5m/hS99H5sv43ORKhW+X\nV5eSaUyXgkwDw+q+4gF9c37iYrbB1gRS+RG7Z3WFYIC9hV2feYzsPJyTuGcwSbT90WFzx3OHS8BJ\n+SIYDAeLK76n+zyfxCdkiKPPZTUgvfKlw2WS02vL2z4bNqPtMy5363cMS3Cn7UKpLPYHjHnxmS/j\nkxS5JUh0ja/Lts3H2FxSX5cCwXzagBfH6JPiZviYr4RLwGfP5PhsIzvFZ2NAzAYvw1f6ynJF5Uwm\nxFfEVw+zJ/jmMz2/4zLwwOUMi3TwHeSKxbfRvYMPYwj4GsMayKIvh0/Tg2ABoOOsIX3y75JSPzLs\ns41gaO7yvYhhPsPnECNi0BgDP+581ZzX3RmMIBHv192LFLbf5lKTLN0zXCISF/ePcklsVXtzh8YA\nfDVz9pNc+hi761cMS//8M0YocEOJtsXxpRQKFsrhjC/Ur8/7ASnEgbqXg1gcQR7sd/FZGZ7fyomM\n4gP5GT7LZdpwrjMtfCXu2MgYZmxuER8Zphk+kisad5FXBou+fNbn+YCU4Zs2BRTaXA6v52wQLMYn\nELjLq/YwDbIYXyFv4bPnDZcmFwjHS858HeCbupe3kwHpxSvuE1vC99aTuGfzWYMMfkE3YoC9iTnE\nCJ/xAhwHy5b4vT3Gjw6bBc/KJecgYnD8rP3Is+ErYLBcvuK05wOXwveWRsVziBMxguSDXH5yQNJ9\n5JLshfO99SuGpappzNy4NWBM0ow8bxp6bu6DXeOTNQfAISu0ZMDoD3sUX6JrYghxd/F9gMsDfLu/\nq7KxMC5JrjAeQB65zHIoH3CnbJcrn8Q3ZTk+e76VKwwf4Fo+Uc7wNfJqlysMs+H4CJ/LiRKf4x1j\ndnEFfJ1cuRzxhqQyfa6b4tIWv8fPp0OExD2jTxoSH1CYnxmjxhYaPySU38sxxhgtd8TPjkvJ9+x5\nNkRMLmwEPqZ3uXzFwXIl7vnzylWCv8slzdk+l3ifFAPEEDFMniLPXnebl1hw4EZ361cMS2LfqS8N\nGECZ2PPRJsSgKqMaRIzddUacL0gmIov4QO6wIHde1/MTuTzBNzd9fLwBv49P7Wb4jC7o6P5mmDWx\nWH6qvCob8I6fN/C1uEQcmbzkfYMv41LTI3lvN1zs8K10ehcf+8fCZbnKlcJXim/qrsgxuIXm9Qy7\n6xkTxJ3HASPYBp6sbdiDIHHPxxQxwN4YgzdnQOIaUoyDceEwiYubcJkOglOfxrnfW0/vckkweL5q\nLqthb94337P58h6X3/9mbu6zoXLGGHn2fJVckvOWr3r9omFpXtiAHNsPSJgrrJGk30ShzWUH5GjH\nFd8gM7bE+XI4Mjmzm2BmTRnfJ/Yv5YDPne/hc81tcXUf32xkUTbWix4bLZP3B6RlA31NGwEf0yv4\nCbEe4usMEKM6r3Ib97wpgk8G99nIlfJnw0ye4Juyz+HbD0jTxg6feTeYLuTKNFw11NBMRPdeu86W\nFHsI0Pkxz7RZ6Dl8n5kdxcgwzBiZbYhbir3FlbVtGlrgshqQEr5ucmmHCxZnvqfPkOuBS417O2wK\ns+0wlVyyu3BcSsLP/FTyfDZsxjhnjHsu3xmQ/sBh6c0B43rwzV730U7RPI3Nl0KrATOfaBd8YVHs\nNWAnX/sqo/hATvGdNGCG+dINsmN8hw244KfFJcMHciYzPqFAeMzR5g188OzPt7gMelZu45axxNeZ\n7bDeyJUwYBBZ0L2Nz57PuGRc+Pwp8emVRXxT93rwDYk2kfWOyBhmn9gSvreeBPW9HwWGe8P8lw1r\nTrdoSD5Gz8GyJXHPn7fNq8Ol6n/9b2lMnI4fSD6/Z/gKGCyX/i7CHsTY55JgEsOc1TcYvK0Z44bL\nmzlr9AmXPB8Iz+t8shfi2K/fMSz9Mxa5sRGCfAzYF+Tk0gUqhZ9X2YiF+jqYFll7T9ant5vIskYf\nhw4sAlGX8hPiLvApfUnxJ1xc8vTbuja+fNikusGXxQx0R3yQK+kAYOJWzvb4+gPSDt+MSUAh4gMc\nBb5pN/qy+Mp3wXNc+UowtwehEl8+IJVc4hkqT/I1wcd/jtbL9UVcd8V9nryC/iC25qO3PRQLs42N\nhvoFOxED7E3MwTZ81kBcnKAbuPAYE/xT38UY8OJLymztmvriKnKgV7DhUuJe4Kvg8hUn4Qf9CNuD\nZyn2Vpw/x+X5gDRjjHt6gmFwXLq7qAckz1e9fsewJJBMMmyBGqNX0O4WSuOTNYfLBspnbD4Gdh7l\ngCXHtx/W9rgZvgaXBb6p+3F82X2CbokP7BrZSieCj/q0+ZdxqfgIjt2AkuCbsh0/EZ8bJNCGuR+9\nTx/fdljfcsF8AT/BpyybLXwZly18jneMed3BPq+or2Vx3cJSmk+Xx6WleFS/anzBtjufNj6Je0af\nNCTeVBGJ0xW+pzkpdE/Pe/wVl4yvesB4hZDzbM8Xd7biTPg65NLH+IrDcUf3EowdLsXnobuXDc8v\nlXyPc8nywUYQdN/lUlx+hBizXOutXzIsTSLGfEeGXoDhmRa01t8lZfK1DzaYzJyBoWHxHWW+aWS+\nygZ8PdgGrsH7Bnz7b01QF/0sNYYv4Sdpqgzz3QZc4psvVfB12Qj4ilxJ7oLGvHLhDr481wIPKb6E\n4wpfxqWaD0MHw/wtfOn7yHwZn5tcqfDt8upSMsU2bUjzudH4ioZkh6jCD218ei5igL2FXZ95jOw8\nnJO4ZzBJtO2boo8t2Eob39mAkXJpmjvBSzAYDhZXfE/3eT6JT8gQR5/LkIdg85UvHS6TnF5b3jag\nIe/GR7mkOe/80HcLz+zX7xiW4Ge4MTRPq0KbfhMF78H6X5Qb+1ggrIwVdczttCCjnPiyxT/RvR5i\nIxKLt8Qn1leJ72A4SeUMn5VljbDG1x+Qlo0Wvn6u/Tw+cn6XK4gPbTDcgUuGRRMqHU6yXHFcTtkt\nfKuQIr58QPJ2aa4wfDsuNQp9Jk0gDki699p1tmgRB9k6XzebKaW6pplEO4qRYZj3Rfxi3FLsLZFv\nYhp1ziXjgvP1qWHTyyTsqZ0Q545LcZhCjEmuGS6LPXoX1YAUz/+5w6aPsc9lZ/2OYWleruPZF9XX\n57xQxkFkJM3BNajlMx8whNmFWJkMz2/lREbxYZ4e4bNcqk/egFv4StyxQTHM2PwiPtKAGT6SK/WA\noZz5phzxnQ+zGb5pU0ChzeXwes4GwWJ8AoG7vNoNe0wW4yvkLXz2vOHS5ALheMmZrwN8U/fy5htS\nGIw0qotX3Ce2hO+tJ3HP5rMGGfyCbsQAexNziBE+4wU4DpYt8Xt7jCdcfv/vkhCD42ftkyET+QoY\nLJevOO35wKXwvaVR8RziRIwg+SCXJzwbfYl7uo9ckr1wnvAc4uhyWa9fMixpwZ7Pr/8d1/0D3CUb\nQ4lF2agHiDHs/xYFNWtkTBbObxoZk4k5D/hC3F18c9PHVw9I9/HBsJngM7qgo/useWcxW36Qt1S3\nhS/PlVN8LS4RRyYved/gy7jU9FA9h7vkYodvpdO7+Db/QNrhI75SfFN3RY7BLTSvZ9hdz5gg7rwW\naWIbeLK2YQ+CxD0fU8QAe2OMakDSfXYedAMXDhNpqCcDkuWS2Cr21tO7XBIMnq+ay2pAmvfN92y+\nvMfl94fNuc8GpBlj5Nnz9Z2f2uK75Xnurl8yLA29cMifslAK0DHPY7NH3Zm0KL8ObgeR7DzKjUzj\nOG3AFJ/xKeZ8kBl8hEvEZ961b+FzvhzmEl/py+ErcHtZxqX65INkB1/WgOn5DN+MATlHG+4uMixb\nfLtcIb5ED5TvjX+fe/jExuTsZr6szyRXsnxlvtbyDYkMRuvzPAv6oLFsCd9TPoq9xY/dC37E78Hz\nOo9InJ0QoxhNGyPBu+4352Lb+CTbm/v5nj9fcWnv0OlLsUe49HhtnDWXKV83uDwZMF4q+Z7PJ5r/\n4jB5nkMcN7gUMhglPIdcWjYS/CZ/6vU7hqV/fFNOBqQhUNgGcClW91KITQHk0wbziXbBl3kJZaML\ndtGXL+oUH8gpvs4AYfCxAYDIjvHlAwTDLOE8vKwdLhk+kDOZ8YnFy2GONm/gg2d/vsVl0LNyG7eM\nJb7O8GEa8DVyhQ+4G93b+Oz5jEvGhc+fEp9eWcQ3da8HXsRngN8bkKxtKOHi/ZoIhuYut6Nx+jjg\nczhPbEnc8+fDULPlUvW//vOQidPxA8nn9wxfAYPl0t/F9wckxMgweFszxg2XN3PW6BMuqwEp8CUu\nP77BpVj/u/U7hiXNxWEK4sIksA//SweR12Y5tBhb4nxl50GOdj7YgHv4XAMu8SUN+G18nPdtAzYx\n74fZkAMtfMk9ZzHTAeMmPlkmEnxWr5UrDB/YnGe6OVTmVfAFsWHcDnOGL7yPjMsNPlHjxobPlRRf\nxuWMQW/MPrumUzWU1y6xJXzPnmeNDzB7v2jnsCHxGBEDwSS4S/AmGH1DilwyLhJbzabIMUwubAS7\nvcDXjktxmHwcxYBiuUr21n7BpRswPsklGzBsnJOnItcgZ+5y6XM25YvGUQ1Z+/UrhqUXfoAlA3gv\nmifc7SQhNjIrN2eKZstkpw2YyUxzQXwh7gKfDOBKTKwpF5f86KeurKm6WEvd4Mti/uyAoZzt8fWH\n2R2+GRO+iBEf4CjwTbvRl8VXvgue48pXgrn9rVGJLx/2Si7xDJUn+Zrg43+7p5frm6Luivs8eQX9\nQWzNR297KBZmuxowfEwRA+xNzME2fNZAXJygG7jwGBP8U9/FGPC6phhsFTwrl5wDvYINlxL3Al8F\nl684CT/oJ23Olsty0PlBLk94RouWS55P9RBVDIIllzGv/Z497++8t37FsPQPNMkxRl2oUb72Z8Jc\nBr3MnImNehBZ2nCSRqYvjfcpdECKvjJ8eSOjvtDPUmP4En6SoYBhvv0NRYVvvlDB12Uj4CtyJbkL\nGjO8N+f48lwLPKT4Eo4rfBmXal71Ar6Ciw/hS99H5sv43ORKhW+XV5eSaUykgIaGgQSa8xMXsw22\nJpDKD2nc+iwEA+wt7PrMY2Tn4ZzEPYOJNFTf1H1swVbRuLc8d7gEnJQvOhQ47miMGlvkEvZ8QoY4\n+lxWA9IrXzpcJjm9trxtQEOHiw9ySXPe+aHvFjwrkAQju8PzgelXDEuhIYqXYzEguii/Dm4HkdTX\npRBkGke3Ac/PxidtEAwf8zVfxJHis2dyfLaRneKzMSBmg5fhK30l+EDOZEJ8RXz1MHuCbz7T8zsu\nAw9czrBIB99Brlh8G907+DCGgK8xrIEs+nL4ND0IFgA6zhrSJ/8uKfUjwz7bCIbmLt+LGOYzfA4x\nIgaNMfDjzlfNWRsfYgSJeL/uXlrN/S6XmmTpnuESkbi4f5RLYqvamzs0BuCrmbOf5NLH+Dpf8ezy\n4w6X4vLD+zE+6vU7hqXwB97XRz/gvISkOILc6L5sCLO7znEZnt/Kicz6jI3sDJ+4+BU4GwBa+Erc\nsZExzNjcIj6Jvhi++UJ5fGjD2FfO1D68cMbn+YCU4Zs2BRTaXA6v52wQLMYnELjLq/YwDbIYXyFv\n4bPnDZcmFwjHS858HeCbupe3kwHpxSvuE1vC99aTuGfzWYMMfkE3YoC9iTnECJ/xAhwHy5b4vT3G\nEy6//1MbYnD8rP3Is+ErYLBcvuK05wOXxwMS0RXclaD/7/7Upi+X39N95JLshfOE5xBHh0t2vhgo\nAwe99TuGJeX5yhlROeyvpEXdS6E3YJDzKDe+XByFrokhxL1pBKBHuZgJ6H2Z+M/x7f6uysbCuASO\n2V0QfiKXhOMU3/wwYGgpYv4gvinL8dnzrVxh+ADX8olyhq+RV7tcYZgNx0f4XE6U+BzvGLOLK+Dr\n5MoqlzZwgT3dFcCDe8SW+D1+Ph0iJO4ZfdKQ+IDC/MwYNbbYkCCv3V6OMcZouSN+dlwWTdGeZ0PE\n5MJG4GN6l8tXHCxX4p4/r1wl+Ltc0pztc4n3STFADBHD5Cny7HW3eYkF5zaX1bulOCiGaz++t731\nK4YluIteA57/WwwYWVNmsjhggBz3Nw1YjH1xvk7xzU0fH2/A7+NTuxk+ows6ur8ZZk0slh/k7agB\n7/h5A1+LS8SRyUveN/gyLjU94tChGzkXO3wrnd7Fx/6xcFmucqXwleKbuityDG6heT2bknk9Y4K4\n8zhgBNvAk7UNexAk7vmYIgbYG2PwhgJIioYk4IPHYQmuuEwHwalfNb5ibz29yyVtqpavmstq2Jv3\nzfdsvrzH5fe/mZv7JNdWjJFnz9d3/i4pvltx0LHnwx2iviS2m+tXDEv//DOT5rWyRhZkkI84IOkZ\nNjQ5ObM78AwfTmahxveJ/Ut52Tax6vkePtfcFlf38c1GFmWanLHRMnl/QFo20Nd6CTw+plfwE2I9\nxHd3QCJ2bdzzpgg+GdxnI1fKnw0zeYJvyj6Hbz8gTRs7fObdYLqQK9Nw1VBDMxHde+06W80i7v2Y\nZ9os9By+z8yOYmQYZozMNsQtxd7iytr2jcbHHWwJ6H+QSztcsDjzPX2GXA9catzbYbMYTnpcsrtw\nXJZNfcezvnsll4DzLpf3B6Qml8L3FCO7w3e4rNevGJaQl0lCqwHPvU6jQ+Jlowt20ZdvwNZnjHnZ\nzmwafOJiGusDaw5BdozvsAEX/LS4ZPhAzmTGJyS1xxxt3sAHz/58i8ugZ+U2bhlLfJ3ZDuuNXAkD\nBpEF3dv47PmMS8aFz58Sn15ZxDd1rwffkGiBXe+IjGH2iS3he+vJNH/vR4Hh3jD/ZcOa0y0ako/R\nc7BsSdzz581g1OJS9b/+tzQmTscPJJ/fM3wFDJZLfxe0AZv77nBJMIlhzupvBowWlzdz1ugTLnk+\nEJ7X+WTvU1yGd8vpk3wKtrBQNtavGJb+kTHKImvv6cq5fEBist4gZAkMzc2cf33AOpE2ogE4ZOiV\n0eJPuLjkHss5vnzYpLrBl8UMdEd884Xy+NCGiVs52+PrD0g7fDMmfIEjPsBR4Jt2oy+LL+RnkVel\nrwRzexAq8eUDUsklnrk7IBEsgcsVOV70QjOuTILPk1fQH8TWfPS2h2JhtvdFXM9FDLA3MQfb8FkD\ncXGCbuDCY0zwT30XY8D7wQGJ39ncL7gkw0Xgq+DyFSfhB/3Qpg7PUuytOH+Oy/MBacYY9/QEw+C4\ndHfxyQHJni8GpBVHcWcpl/v1K4Yl3miJfIwwYKTNBeVj8aw2QGZ8DWe7kptYnV0mM/gAR4Fv6n4c\nn4/BxC0wQCT4wK6RTVsMH/W5DlifydDBMG//FijBN2U7fiI+N0igDXM/ep8+vu2wvuWC+QJ+gk9Z\nNlv4Mi5b+BzvGPO6g31eUV/L4rqFpTSfLo9LS/GoftX4gm13Pm18EveMPmlIvKkiEqcrfE9zUuie\nnvf4Ky4ZX/WA8Qoh59meL+5sxZnwdcglbcB0iPB7CcYOl6S5VwNGn0t2F8yWxjDMf53uu1yGAcXH\nmOeacsUwQn4sLpP8l8I24TLGuV+/YlgSrAEykuJ5wZ8yZTE2anFyZhfsa9J5n25o0EBCA779tyao\ni36WGsOX8JM0VYb5bgMu8c2XKvi6bAR8jrMS336YvYcvz7XAQ4ov4bjCl3Gp5sPQwTB/C1/6PjJf\nxucmVyp8u7y6lEwDThvSfG40vqIh2SGq8EMbn56LGGBvYddnHiM7D+ck7hlMu4YSzh82voMBI+XS\nNPf/Ze+LFhzHWWalPu//zHMuYkEBBUJ20pP9/slFTywkRJUkqDjeLMFLMBgOhCtuUzvfT9NvyBBH\nn0te+HV8KrI2PMsV5ZIJDJj3nVzSPe/moWcLrhVIgpGt4Xu57L6+Qyz96KJUAkns0Cb9sB39uERf\n9r0uUiE0xYX6nkOpn3a8jY/hOxAnaTvDZ9uyQljj6wsk8dHC5/qV438bHxm/2yuID30w3IFLhkU3\n1F4IQWyEy9V2C58kKcSXCyTvl+4Vhm/HpUah1y2BpLaX1fkqBJIdXxeb1Ur7mmIS/ShGhmGtF5kX\n456FTZp8EdOocy4ZF5yvd4lN3zaDTf2EOHdcBoHkY0z2muGysNG1qIp6HP/fFZs+xntcytUHBFJY\nF4GDnNev7xBLhcDQ99r39e8A3mwbjt+2kzY7ZyyqMif2vQabvtjP7hHt6+Jr4StxxwLFMGPxi/hI\nAWb4ph7gnsBQznxRjvjOxWyGb/k0B7HL5fD9nA+CxcyJwsX4anKZ4pvE56a9hc+ON1yavUA4lnY2\n1wG+1feazRckmmCLRBl8TW6Tq+muzXsNMswLfSMGsC3MIUZ4jwvgOBBf09v2GE+4/PxzSYjB8SP2\nyLPhK2CwXL7itOMDl02xVwkdjRMxQssbuTzh2fSf0aZ25JLYwnjCc4ijwyUbz86WxuA5COtiuCTr\nQs/G/vUdYulHz/ZcYOawyXTwtp0Qqouy9p3G/3RzwZzY9zL2kj/pe7U/x4dKmeMzfaGP2lnxzmK2\n/CBvlUDa42Nc3sPX4hJxZO0l7xt8GZe6PbSfw11yscMn2+kpPiaELs/VXinmSvGtvhI5BidoXtc0\nAcIGceM1SRPfwJP1DTYIEm0+pogBbGOMSiCpnY2HvoELh6ksJjFG6qsSm62izn23uaSiwPJVc1kJ\npLXe3Gb3yzMuPy82l50JpBVj5Nnz9Zmv2uLZ8jz78VF8Qf+Z+F7vdlwm6zlMTPXrO8TSGLG4LIJt\njghFGff93QJsfNMCMc340IZ91yEKc9r21fcz+NxcDnOJr5zL4Stw+7aMS52TC8kOvqwA0/EZvhUD\nco4+3FpkWLb4dnuFiiFdsJQLw9uapINv2pic32wuO2eyV7L9yuaSly9IRBjJ+zUW+kMP8TW5Tfko\nbMKPtYV5prfBtYxHJM5PiHGanllB8eOrgrItfDOzLXtu8+MrLu0auv6zsBEuPV4bZ81lytcNLk8E\nxqtLbvP7ie7/UkS9iUsnUAKm4tzqeib4YQ7v23PpY6u4DL4Km+V2//oKsSQ/Sin8LKAD2lkb6TuW\nHdrFrm3a7/XGjxffmU9sXxvPru9ghVoE0iN8uYBgmGcYD5uowyXDB+2szcyJycthPhVIFB9c+/Et\nLkM/227jhuN2jdk+F9fYK1zgbvrexmfHZ1wyLvz+KfHpkkV8q+91wZP4CvBzAsn6huQZkriJYOje\n5X40Th8HvA/jia8ZbX58EDVbLrX/x78eMnE6fmDzeZvhK2CwXPq1+LxAQowMg/e1YtxweXPPmv6H\nAinwNW3cH+GSCCTPpY+7J5DgehY2h6H7+gqxdO3DISAhj6RF9Y0FWOYa1ndWlNO+OJeJ/134WFy6\nQXv4WAEn+NBHCx/rV8RMBcZNfFNcJPhsv9ZeYfjA5xrT3UPlvgpzQWwYt8Oc4dP6x8V63H8EBwBC\nH36vpPgyLlcMumL22hWdqqC8rMTX5DY7Pkmiws/kNsQ0hGiHYV0zDCtGxEAwTbQSvAnGqiBVAoP6\nahZFjmFxYSPY2QJfOy6d2AtxFAKlV5yXveDSCYx3cunXM8a5eCr2GuyZu1z6PZvyReOoRVY8W8U8\nmAwZX1REubkol/vXV4glKTpj4LrfLsCszRSX6w3ujSOBgf3suda+Lu6jr7qyoupiLfuGuSzm9woM\n5WyPry9md/hWTHgQIz7AUeBbfuNcFl/Yn8W+KudKMLfvGpX4crFXcoljaHuyXxN8/Nk9XVxfFNU6\n3fvFK/QfxNe69L6HYmG+K4HhY4oYwLYwB9/wXgNxcULfwIXHmOBf/V2MAa8risFXwbNyyTnQJdhw\nOaMt8FVw+YqT8IPz0OIM17OwSZy/x+UJz+jRcsn3Uy2iCiFYchn3tbfZ8cmeloD9Grp12XGZnA22\nnxhfu9d3iKUfXzRIwUkKmZI03JhJBZK+x3+nnQvGs350LpxHuhFxciiQGObbdygqfOtAhbkuHwGf\n46zEx7i07ffwJVyydU7xJRxX+DIu1b32C/gKLt6ED3PKlksz52avVPh2++rq5JOjWqf0EIcDE6Qf\nv3Ax3+BrAanmIYVbryfBADbBrtc8RjYexs1oM5hIQfVF3ccWfFVic8dzh0vASfmiosBxVwokxiXY\n/IYMcfS5rASSL+rBV0sgMd+AJhUXK8aHXNI97+ahZwuuFUiCka3hm7mEGNjZrASSxb9/fYdYkrWf\nco37/rQAi88BfmiBWANjW6tArdjM/NdW8m2XI1vITvHZGBCzwcvwlXMl+KCdtU0yV8RXi9kTfOua\njt9xGXjg7QzL7OA72CsW36bvHXwYQ8DXEGvQFudy+HR7ECwAdJwVpHc+l5TOM4e9thEM3bvcFjGs\na3gfYkQMGmPgx42vCooWPsQILYXAeGEsfD/mUjdZajNcIhIX969ySXxtBMarS84zxwC2gCHh65BL\nH6MVKIxntz/ucDnd/vDzkP1Ucel9+bMZ97/GMMzfKNa6ry8RS6TgZImaFi1t036vN378ms/4vAbv\nk78YqABofdWWtTO/CWYsbhHfjHMxfOtAeXzow/hXztQ/bFEz57lAyvAtnxM6tLkcvp/zQbC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cc2OzbKJYsx32tWJCHn9esrxJK5szRGWshYoZ6rP7QN0nYqkF5jpmnD4uYLmWwinAt9Q99MIOlG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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fea002cf8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"clear_canvas(canvas)\n",
"\n",
"r, g, b, a = random_rgba()\n",
"\n",
"linear = cairo.LinearGradient(*botr(), *topc())\n",
"linear.add_color_stop_rgba(0, *black())\n",
"linear.add_color_stop_rgba(1/4, r, g, b, a)\n",
"linear.add_color_stop_rgba(1/2, *white())\n",
"linear.add_color_stop_rgba(3/4, 1 - r, 1 - g, 1 - b, a)\n",
"linear.add_color_stop_rgba(1, *black())\n",
"\n",
"canvas.set_source(linear)\n",
"canvas.paint()\n",
"\n",
"show_surface(surface)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9c19438>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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lnezBQoX2bINmL52Mf7iPi2CX8am97rqFNqp71dPXPT1gpEFvLPGXIIuzxXLE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\n/bKWbG2zP0W8arJXzEu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91rW/kCAlvNjr/ViwbHcWsT74YZRVkiA450VdsqHBa0WCThCk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OfkyPq8ru2roeM9gBS+8ymVTw4RHvc1wERke2wUQJl/nZG5cuYjb0o11I12kj1vAI7ytFzb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37cPCiX5hnXY8SH91fNeDf2v5jjyVC9NHIDskIv/b8gOS7ZfkF+UN+eUmizXEzdqcEOtH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\nHvAGnStbCXaocu/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qxA575GVOq6kFhWz2/PHWP6yjOpqvm+vH5XoESyfvFLMMkwIQkuI2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\nSUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5fe9e98c18>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"canvas.set_source(linear)\n",
"canvas.paint()\n",
"\n",
"radial = cairo.RadialGradient(*midc(), 1/8, *midc(), 1/2)\n",
"radial.add_color_stop_rgba(0, b, g, r, 0.75)\n",
"radial.add_color_stop_rgba(1, 1 - b, 1 - g, 1 - r, 0.75)\n",
"\n",
"pad = 1/27\n",
"size = (1 - 9 * pad) / 8\n",
"\n",
"for j in range(8):\n",
" for i in range(8):\n",
" # draw a rectangle at each point (i, j)\n",
" canvas.rectangle(i/8 + pad/2, j/8 + pad/2, size, size)\n",
" canvas.set_source(radial)\n",
" canvas.fill()\n",
" # draw borders around the squares...\n",
" # but offset them differently to make it look weird\n",
" canvas.rectangle(i/8 + pad, j/8 + pad, size, size)\n",
" canvas.set_source_rgba(*random_rgba(0.75))\n",
" canvas.stroke()\n",
"\n",
"show_surface(surface)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Enough with the Basics!\n",
"\n",
"You aren't here to learn about squares and circles! Those are just the basic drawing primitives that we have to work with. Now that you know all the tools you've got in your toolbelt, it's time to put them to good use..."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Random Map Generation\n",
"\n",
"The first real algorithm I want to show you is called the *__Diamond-Square Algorithm__.* This algorithm takes a 2D plane and adds random, but continuous, perturbations to it. The resulting height-maps can be used to generate realistic looking terrain!\n",
"\n",
"Before getting started, here's a function that will take one of those height-maps and draw it on the canvas. I'm also leaving in options to add an adjustable color map to the rendering, which I'll show off later."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def draw_map(canvas, terrain, boundaries=[1], colormap=[white()]):\n",
" a = 0.875\n",
" h, w = terrain.shape\n",
" rad = 1 / max(w, h)\n",
"\n",
" for j in range(h):\n",
" for i in range(w):\n",
" x, y = i / w, j / h\n",
" shade = terrain[j, i]\n",
" canvas.arc(x, y, rad, 0, math.tau)\n",
" \n",
" canvas.set_source_rgba(shade, shade, shade, a)\n",
"\n",
" for i, v in enumerate(boundaries):\n",
" if shade < v:\n",
" r, g, b = colormap[i][:3]\n",
" canvas.set_source_rgba(shade * r, shade * g, shade * b, a)\n",
" break\n",
"\n",
" canvas.fill()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you create a height map that's just filled with random values, then the resulting image will just look like a bunch of random noise:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f5fe9b75358>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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