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Flat, randomness, curves, asemic writing
name: rwet
channels:
- conda-forge
dependencies:
- python
- numpy
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Flat, randomness, curves, asemic writing\n",
"\n",
"By [Allison Parrish](https://www.decontextualize.com/)\n",
"\n",
"This is a tutorial on how to use [flat](https://xxyxyz.org/flat), the random functions from [Numpy](http://www.numpy.org/) and [bezmerizing](https://github.com/aparrish/bezmerizing/) (a small library I made with simple functions for working with Bézier curves) to make various kinds of asemic writing.\n",
"\n",
"## Installation and preliminaries\n",
"\n",
"There are a number of Python libraries for drawing vector graphics, but [flat](https://xxyxyz.org/flat) is my favorite one to work with. It's small, powerful and elegant. It's also written in pure Python (i.e., does not need compiled code) and has no external dependencies, which makes it especially easy to install:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: flat in /Users/allison/anaconda/lib/python3.6/site-packages\n",
"\u001b[33mYou are using pip version 9.0.3, however version 18.1 is available.\n",
"You should consider upgrading via the 'pip install --upgrade pip' command.\u001b[0m\n"
]
}
],
"source": [
"!pip install flat"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In this tutorial, I'm only using a subset of flat's functionality. The cell below imports the three functions from the library that I'm going to use."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from flat import document, shape, rgba"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The flat library can export images in a handful of formats, including PNG. We can leverage this to \"embed\" the results of running flat code right into a Jupyter Notebook as we're working. The cell below creates a function `show()` that takes a flat `page` object, renders it as a PNG, and displays it in the notebook. I use this extensively below!"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from IPython.display import Image, display\n",
"def show(page):\n",
" display(Image(page.image(kind='rgba').png()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"[Bezmerizing](https://github.com/aparrish/bezmerizing/) is a small library I made with a handful of useful functions for working with Bézier curves, including a function for making smooth curved paths based on a list of points, and a function that can style such paths by adjusting their thickness along the path. Install it directly from GitHub like so:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting https://github.com/aparrish/bezmerizing/archive/master.zip\n",
" Downloading https://github.com/aparrish/bezmerizing/archive/master.zip\n",
"\u001b[K \\ 225kB 759kB/s\n",
" Requirement already satisfied (use --upgrade to upgrade): bezmerizing==0.0.2 from https://github.com/aparrish/bezmerizing/archive/master.zip in /Users/allison/anaconda/lib/python3.6/site-packages\n",
"Requirement already satisfied: flat>=0.0.3 in /Users/allison/anaconda/lib/python3.6/site-packages (from bezmerizing==0.0.2)\n",
"Requirement already satisfied: scipy>=1.1.0 in /Users/allison/anaconda/lib/python3.6/site-packages (from bezmerizing==0.0.2)\n",
"\u001b[33mYou are using pip version 9.0.3, however version 18.1 is available.\n",
"You should consider upgrading via the 'pip install --upgrade pip' command.\u001b[0m\n"
]
}
],
"source": [
"!pip install https://github.com/aparrish/bezmerizing/archive/master.zip"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"from bezmerizing import smooth_point_path, fancy_curve"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Assuming you're running this notebook with Anaconda, you probably already have Numpy installed. [Numpy](http://www.numpy.org/) is a widely-used Python library for math and statistics. I'm going to show you how to use a handful of functions from Numpy for generating random numbers. Use the cells below to import them into your notebook:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"from numpy.random import uniform, normal, choice"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Making shapes with flat\n",
"\n",
"Drawing with flat consists of a few steps:\n",
"\n",
"1. Create a document\n",
"2. Add a page to the document\n",
"3. Create shapes\n",
"4. Place shapes on the page\n",
"5. Display the page (or the document).\n",
"\n",
"A minimal example skips steps 3 and 4:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAARsAAAEbCAYAAADqLSAhAAAD+klEQVR4nO3OoRHAQBADse+/6UsVmQUWENe7uwfwtzwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhjwAbMgDwIY8AGzIA8CGPABsyAPAhg+lTBc/6BPiwwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm') # create a document 100mm x 100mm (can replace 'mm' with 'pt')\n",
"page = d.addpage() # add a page\n",
"show(page) # show the page"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"... but doesn't display anything. We've just made a blank page.\n",
"\n",
"To add a shape, create a `shape` object with the `shape()` function. The object returned from this function has methods that let you set the fill, stroke, and stroke width of the shape. Colors are specified with the `rgba()` function, which takes four parameters: the red, green, and blue components of the color (in the range 0—255), along with an alpha value (which controls how \"transparent\" the color will be—0 is completely transparent and 255 is completely opaque)."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<flat.shape.shape at 0x10f5a4528>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"figure = shape()\n",
"figure.fill(rgba(255, 128, 255, 255))\n",
"figure.stroke(rgba(128, 0, 255, 255))\n",
"figure.width(4)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A `shape` object acts as a kind of container for a list of paths to draw with the fill and stroke you specified when you created the object. Add a rectangle to the shape with the `.rectangle()` method:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"rect = figure.rectangle(5, 5, 90, 90)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This creates a rectangle at position (5, 5) on the page with a width of 90 and a height of 90. ([See the documentation for a full list of shape methods and an explanation of what their parameters mean.](https://xxyxyz.org/flat))\n",
"\n",
"> Note for first-time programmers: Any word to the *left* of an equal sign (`=`) is called a *variable*. A \"variable\" takes the result of running some code and stores it for later under the name that you give it—sort of naming a file or putting a label on a folder. I used the word `rect` above to store the result of creating the `rectangle` shape, but you can use whatever word you want, as long as you use the same word when referring back to that value later. (There's nothing magical about calling it `rect`—I could have called is `lawrence` or `afkjsdhf`. Using `rect` just makes it easier to remember what I was using that variable for.\n",
"\n",
"To make this rectangle appear on the page, pass the value returned from the method to the `.place()` method of the page:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"page.place(rect)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Nice! You'll notice that flat's coordinate system is set up such that the *upper left-hand corner* of the page is (0, 0). The X-axis increases as you move to the right of the page, while the Y-axes increases as you move *downwards*. (This is the opposite of how it works in a regular Cartesian coordinate system, but it's very common in computer graphics for some reason.)\n",
"\n",
"Because it's so common to set the fill, stroke and stroke width at once, flat supports a \"chained\" syntax so that you can set them all one one line. It looks like this:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"figure = shape().fill(rgba(255, 128, 255, 255)).stroke(rgba(128, 0, 255, 255)).width(4)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"With all of this in mind, I put in the cell below all of the code necessary to draw the rectangle, from the creation of the document to displaying the page. Most of the rest of the examples in this tutorial will look like this, with all of the code to display a particular shape in the same cell."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().fill(rgba(255, 128, 255, 255)).stroke(rgba(128, 0, 255, 255)).width(4)\n",
"rect = figure.rectangle(5, 5, 90, 90)\n",
"page.place(rect)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To add another shape to the drawing, add a second call to a `shape` method. Another easy one to try out is `.circle()`, which draws a circle of a particular radius centered on the given (x, y) coordinate. Note that you have to call `page.place()` with all of the components of the shape you want to appear on in the drawing."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().fill(rgba(255, 128, 255, 255)).stroke(rgba(128, 0, 255, 255)).width(4)\n",
"rect = figure.rectangle(5, 5, 90, 90)\n",
"circ = figure.circle(33, 33, 25)\n",
"page.place(rect)\n",
"page.place(circ)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you want the circle to be a different color (or have a different stroke color or stroke width) from the rectangle, you need to create a second `shape` object:"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"# shape for rectangle\n",
"figure = shape().fill(rgba(255, 128, 255, 255)).stroke(rgba(128, 0, 255, 255)).width(4)\n",
"# shape for circle\n",
"green_figure = shape().fill(rgba(128, 240, 128, 255)).nostroke()\n",
"# add rectangle to figure\n",
"rect = figure.rectangle(5, 5, 90, 90)\n",
"# add circle to green figure\n",
"circ = green_figure.circle(33, 33, 25)\n",
"# place them both\n",
"page.place(rect)\n",
"page.place(circ)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note that `.nostroke()` causes the shape to not have a stroke at all. Similarly, `.nofill()` will make the shape have no fill color.\n",
"\n",
"> Exercise ideas: Modify the cell above to change the coordinates and colors of the rectangle and circle. Add a new element to the drawing using a new shape that we haven't discussed yet (say, `ellipse` or `line`) using a stroke and fill different from the other shapes."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Randomness with numpy\n",
"\n",
"For the purposes of this tutorial, let's think about asemic writing as a kind of random process. Our method of generating asemic writing with a computer will be to simulate the random movement of a hand holding a pen. The movement of the pen is constrained in certain ways—i.e., at any point in the process, some pen movements are more likely to happen than other pen movements. To model this process, we need a way to generate random numbers.\n",
"\n",
"Fortunately, the Numpy library has a wide variety of random number generators with different useful properties. Let's talk about a few of them.\n",
"\n",
"### Uniform distribution\n",
"\n",
"The `uniform()` function returns a number between 0 and 1, drawn from a \"uniform distribution.\" The word \"uniform\" here means that every value in the domain has *the same chance of being generated*—no number or range of numbers is more likely than any other. Run the cell below multiple times to see what happens."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.1796433349521177"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"uniform()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Using a `for` loop, you can generate a series of numbers to see what the distribution looks like. (You can change the number `8` to something larger to generate more numbers and better understand the distribution.)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.5865737770988988\n",
"0.6704614529624002\n",
"0.6805290223564674\n",
"0.04872647713198186\n",
"0.8890701389219122\n",
"0.9152091711861574\n",
"0.5967815351632565\n",
"0.4398748310310159\n"
]
}
],
"source": [
"for i in range(8):\n",
" print(uniform())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you give two parameters to `uniform()`, the function will evaluate to a number chosen from that range (with the first parameter being the low end of the range, and the second parameter being the high end.)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-4.572127807726907\n",
"4.03738943395126\n",
"-2.2792192002939213\n",
"4.481387132959206\n",
"-2.3324570555720836\n",
"-4.195981683399873\n",
"1.416467349002838\n",
"2.2984595961077217\n"
]
}
],
"source": [
"for i in range(8):\n",
" print(uniform(-5, 5))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you need an integer instead of a floating-point number (i.e., a number with a decimal point), you can wrap the call to `uniform()` in a call to `int()`. The cell below simulates rolling a [twenty-sided die](https://en.wikipedia.org/wiki/Dice#Standard_variations):"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10\n",
"19\n",
"13\n",
"10\n",
"15\n",
"8\n",
"11\n",
"17\n"
]
}
],
"source": [
"for i in range(8):\n",
" print(int(uniform(20)+1))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"> Exercise: Why do we need to add one to the result of the `uniform()` function in the example above?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Normal distribution\n",
"\n",
"A random number generator with a normal distribution (also called the Gaussian distribution or the \"bell curve\") produces values mostly clustered around a particular number. When generating a random number with a normal distribution, you specify the \"center\" of the distribution (i.e., the number that the values will cluster around) and the value for the standard deviation of the distribution, which controls the \"spread\" of numbers returned, above and below the center. (~70% of numbers will be within this range; ~95% will be within double the range.) Generate a random number with a normal distribution using the `normal()` function:"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.13075582812882774"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"normal(0, 2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The first parameter is the center, and the second is the standard deviation. (These are often called *mu* and *sigma*, respectively.) Run it a number of times and you should see that the numbers generated mostly cluster around the center:"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-1.659739639447195\n",
"-1.6170661045937031\n",
"1.439469381556217\n",
"4.847874452515992\n",
"0.8174262080017588\n",
"-2.772870851057964\n",
"3.046463610435266\n",
"1.6859141660185353\n"
]
}
],
"source": [
"for i in range(8):\n",
" print(normal(0, 2))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Normal distributions are very useful in computer-generated art because they allow us to introduce and control variation, keeping values mostly in the same range.\n",
"\n",
"### Truncated normal distribution\n",
"\n",
"You may have noticed that sometimes the random number generator for the normal distribution produces values well outside the standard deviation. That's not a bug—it's just how normal distributions work. (In any data set, there are sometimes extreme outliers.)\n",
"\n",
"Nevertheless, in computer-generated art there's often a need to generate random numbers from a normal distribution that are *constrainted* to a particular range. (For example, you might want to generate a random color with a normal distribution, but never want your color values to fall outside of the range 0–255.) For this, you can use a *truncated normal distribution*. The following cell defines a function `t_normal()` to produce such values."
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"from scipy.stats import truncnorm\n",
"def t_normal(a, b, mu, sigma):\n",
" tn = truncnorm((a-mu)/sigma, (b-mu)/sigma, loc=mu, scale=sigma)\n",
" return tn.rvs(1)[0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The first parameter is the low end of the range, the second parameter is the high end, the third parameter is the center and the fourth parameter is the standard deviation."
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"20.826393825533792"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"t_normal(0, 255, 10, 10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Choosing from a list with probabilities\n",
"\n",
"The `choice()` function implements a kind of *weighted* random choice, where you can set the weights randomly. The code in the cell below picks one of `50`, `100` or `150` (the values between the first set of brackets). It will pick these with 15% probability, 80% probability, and 5% probability respectively (as specified by the values between the second set of brackets)."
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"100"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"choice([50, 100, 150], p=[0.15, 0.8, 0.05])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Calling this function multiple times should result in the specified distribution:"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"100\n",
"100\n",
"100\n",
"100\n",
"100\n",
"50\n",
"150\n",
"100\n"
]
}
],
"source": [
"for i in range(8):\n",
" print(choice([50, 100, 150], p=[0.15, 0.8, 0.05]))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Without the `p` parameter, the `choice()` function defaults to a uniform distribution (i.e., no result is more likely than any other):"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"50\n",
"100\n",
"100\n",
"150\n",
"150\n",
"150\n",
"100\n",
"150\n"
]
}
],
"source": [
"for i in range(8):\n",
" print(choice([50, 100, 150]))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The `sample()` function (from Python's standard `random` module) takes a list of values and returns the specified number of values, randomly selected (using a uniform distribution) from the list."
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"from random import sample"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[5, 15]"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sample([5, 10, 15, 20], 2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Visualizing distributions with flat\n",
"\n",
"The code in the cell below places circles on a page with the (x, y) coordinates of their centers determined by different random distributions. The small red circles are uniformly distributed; the medium-sized green circles are normally distributed and the large blue circles are in a truncated normal distribution (centered on the center of the page, with the same spread.)"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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8Hk/Zj8sy0JZLrEuSqePeTbzbcamR10t98LTXEN4T44AxkesDSeF53Y/eXu9QYliJ6SLeBlT1ZJo0rYXP9cZEs7X5bMLOA0koN32jbPMaojUYN4ypWnd0QSGkNIjoYDBDqF74G/8XRFxjLal/oHQoo79NCF1g8iblycqwh/LkFW1Qm6AnYkcAQX3iXa4A3JilCCIlHivyqUQb0PUsJfHB64T3hvdr6rhnDc83+Xhzn/lWjlaFnuYarEqToXyLMGrCcChSPbSllp8XeRBV+/wVH05UHT2vjCqRII5EeFxgr0o9knon7WTaQzApS8+N50VIOfic6HM8XzCcnUQ7ESNk6XHlROofQPFnwKbeQWNMnWjvax/IgE1bEs8ZH0MuRk5YFv9faI0SWQnGgl0W+jTbsIyCrPKLvOp4NWeI0Z0VLmiN/HAVB3QNmGGc5BnxTsQXxs6AnAhqknDX4n84D1ATTLhk8+K+AMC9J8XD4FH7IOrb0kSlBbJdfaL6OAdg5LgnRBv/2yKLc0MwXTxvr19ekvqH50uejfnFLY7aYOrEog2KtmRog7cj1lh60AWZIMpClTR2ZWLXt8TEQBxN1PtR64XNrXj/4hPtitl1j1ke8z/BZBK+TvgndlXsdixK4Qww9vjkRAjoFAxHELw72XknnpbwHPFsf3O3uSc8VChvy0Z4jVHat6VvDzYSr4zdZul58YI0zAZRmbDX4OUUa14sSzCRg79DMIxxOObd1Lu9pQdd0AnqJbx1EHNRRA4GPLgLLTUeeBmFzc0UJXyTcMw5yjkBcyByYeRXnGe0LGbTkwb8QcJBeRJUBUAVgbwK7oT3C1nGUN1LTQz9SFScbBXv+jWK+cXa6wdBbQQTAjPSelFfUFZCMB5CFuBBXEm0EhUy8upaWb4gBkNMQLgP4amA4RCRmdy2OPrbf0vEaUGg3Lgy84vkj77mytirWibTcW281GBz4gNFhXroGueaDI+PiL9B/Iqlx22OOJQfMV1OVr+krolTMX9qHUqRRGImKHhI8L+69HJeEuLiBPyEIEiMLxO9nBfXy/pF/sjqUish4agk7w4wNFoXsnZ5movAO4Xa1OCgCHIT7tEXlH8U3cR7Id5lnR8rpKceqHi/0sm0jI8crA49tNZJ1UeX3MchD9+XPwX8nPBZ4csZdrSe16uWHrc5QqQyB7HBKyPfw5KegVKrDeUyK51Ky4RRGPE1LySa7J/fDaIbeH4orQtpHHlUIsEyL1R+k40Qu1EHJ7BH4Ei4RhGz8LQXQLapsGEIgpu8ILoV/8tUZ3E01zQKrFd0QcUDFa8jwtalkHUlvI+VVrqDCV8nHMZxFMRDRDH+9qzp2dTS486O5I91T6LZ3xEd3kC0vwfRGCtHKzd4oSw9toJOonLDD0ZZ4AJj+GnhLbJ9X3l5Q+CeItsU2L1AZke9Y3xHan122BcmByt/UI8IAViIoLSkHeTfRlX3Jt/jOCk3GxiHNzPjebnYRBHxjdB+tPm18xspooqdwpyqo5IDjMrwaj2plyovCXMHNgbjkHm4gS3loUFqBvKskKNUh6hOQfYUcelfylrDGx/hOYXN7XlfM09vCEFSuMRWIrUkCdx1IigphKg0omwR6o6kLgS/aYGUtQQQqzVGgD0IJWcOXQBeXkGnlB/Kc0WGr/0dLpSsXmQy/q5+oGL6D7W9pIY6moVysVz4bk3c3xzcub/ifWNDMgyufm39+sBtbun7EZAGyCXqQtQFRd5EVYzxROPzezyBRIFAdtTOT3jnCmqAK2KfRCAusgHAfETeFWLF8qIKZ57eEOoW4xIIQNK2C+65gmif8c6EF6SNAhUEBDMch3cHpS1QllTol15EXpZ+eQWdwmcbUk7eGxTMz3nmhFCViSRtTbqWdjwtw5i5CIpfF3+u+IDiX4tqD/6d/B+DrITq/Tyzx3MiUapWC0CPLGe07SHak5/PFlIWQysoEjvgHUQkORhQfuVWPSlB09BCxICQWqNF+DMmOD1QrBH2V0RZg9FroS2yozy9GaQ04GYQ5YgoWkTVMgK7fNnrRLdF8lhdoroAKRJMCMZk45eJ1Ai4OkVINj6iaiWXkigAL68gE+pNpZ1IewDDcNO+Qefrv+rzS+xrpU4nrE/I4qEqt6HcDSV486p3E+/BiZsTz+I7UPJsi9jWh60HSY4Ih4CE49/BfwAqcwpGVGVz4vW2nf2PvGSley1QqWOdFyTUcS6aprQB2gJtnCaRj882mCgY10UgI9IJ0AYV6leiX9H+rADmeUnIOAc8DGw3C4gWZAeAB6a5kWijsYCAttww1Dy/GRFopSUwjRWKIUrrZuN8IrltN9FubR/8Ag0M6rrWlTyGaIylxOZ/IxUqU6hvmsxszEkwYVPCTvi86rOE0xda+nTHb2w8bDxFHhLqWJeeUXoZ23NCnLohFEJVsfYm36i3NzlTfO+/NFo6b6W7nkKUkhf30peor5AkEBuC/Cuo62gDzkt+Pldh/zA2tgqQcRHR/G8nLkJHBkAxqK1QZUXUNr+PHH6f5wPE51X5HyYCsoJhn0EujdiZtEBbnBVNpnE5xC7BmDmSARbgONFxtLG6VgBeRl4SpAgwAIBHITSh3HflTiKj+0k8hcX7FZ8gQhlSDqc8kKWUTFmFuipLPMyAIhdG/ggAcfwNSUj8Tlt73LeVb0/OsJ5VmhM8UdfKvYJ7vVM6gyOgcaLbFxW3JbHdB+5ovLfcitlPQrApiDIiWgLOCrB18vPdIFUH8SpQQYQXJ5IoUriWGQKiAMyhZyUBncJ4xkqbwDZmkPUcfm+xgQOzWHBJDLgGUQ2RJWwKA6U1UWsxoWBgvq2oYZhwBVUnfl6EBElUDjAljUClyU1UtyyJlEHgHgLeZiS6nX6go4zf7fW34NEpMyf8oArTMLP0HvyPGlXityLYs9T0Uh8GDwqewgbknytyagMCAUUi5ttEO7C5oM4VGFrNnytmZOryDukOTgMgwyFPCoXdoAbkN6MRNJNopgiKA4MVeD4Mu1IA5tDzoB+U4o1aDCvhQmf1KoffW2zg2O3E4LUEw5opjxQ+sM3A+yBeKrB0cgLsKSgE6ESojDC+PWm+UMj4kLfYjrI18Txwhqxdrd0R3Qu4D7ahHEu9B2aSXR9+7f36oY/pE0M5QxogV2JB9JkYqgZxRiyI2M3pCstjNguvU8iYkDkKLsw4LbQD7Dk4XqJy4fFDF0VJNXZXuF9hd4W/ADUqS0h/4JzfgxzyxI1aEAjvE5I6qld+SbSuD9EHojwtYsvAgIAr/CR9IlwEqiekoYISfS5IQKUgtQGqK0hUyGSTRg6/t+jgIZFAD0RhcuQSwb6T08uBsRgvAruapR9+bggf2JSMinpdBmxobn5v72MfIJINHYs7hhofLzGiBGdu5wTtKVDuvm5WTJpGNA3MHqVdIRVsrVFElZTKflL2gCiLEv1h9HeyitRNZmb3wdTkY+fRHjI2hON0ohZGHReM0Bx9G+J4I7+riOYHmbJFYgNsKKv0xYmKP6m0jRgdYPtqk3fh4cpLI/uTEoQASJDG9402cyErWdaCpW/gv04CywZeOUA6CmkOYEeliErl9HuRjY8qkKaOZwf9oSXYW3De4j5BkhZfBq5LjKfSkmiOw0k5kvIgZFzISlmKumqKeZT9tOxunbXOJ+Vgyg3YfPg38t9JLX0+vVrYVgIt7h2knh/UxPvd/H7mzhHOcf6d/QeXeq3U+4HdA0egTO/z7B9SqqzGP7gvM4ZORLNkhpDEqr/8HAGT+TQVDMYqVSyBbLiU6KcLir1H3oRP0XPCcX4uz1aeO9is9hHtgwkDDDK3eEUWH/x/nThCU37MsN6LNkRTo00g0eMDgyyy7WV1p79bgluq3lbP0gCMwli0oeND55vqH6BQkHyQD5RdkqxHqkdN9NNkZ5Lk5mbzkmhHMbZ0K51U4Yu4iyalE7nvpB1J14v3L76eA/qUVABZupkrzvGs5cmeK0BojvGz39biizg1IBBoAfmlDuBZAJxfuOG1hHwvqJ9P0h8+AKpCbTRttLus5vQx9q7inX6nVGPIzSaSZdwyc4IxGUZmWRV7XaDvCZJVtG3PCzjekmTxAfzXCTsdHrPWtsTufjLU8QEEK2wcxosDkAlARxQIiQlfJRzSRu7yp1TDhvrGC9a6zD0u2Y7/5Q41XrqUEnr0IGv7x8LkwYgqLY76BX29/F259Ko1PT9tG+Dw6a4Uj8zuq2MzxTVt3G2SwfCwaIEHY87bJY+7pNZIjcRHYOIIoHEkdcqMhu02xjCzeUVAmeTxyIwX9iwYzoMHBU9FYTu2R70dsSa3jA92pk+VwDzh5UI8GLxgRwEsbgjFuAsvjLDTXHxK7xMkJfzuoDxXIAGD6SwmWvwxQkCU648kGmnpufysZPEB/NdJVKFgoGrJoJuL+ItUR6tJApQbsA5hk8PehQ0GjIUXzfHU+9Yu1uVEYB0gP8BwqFDRovTKmjU0Tu7QFPU8dox8yz2W6Cov+qC6n8WZVI8wDq27OyeSz41myWVb0j9aSAf8DfsQoCri18bvN3aj5xUJDxhsW05hTpHaY7B7Je9JZjURBvYc740o+JpGuriv2FHuGgDQOb7noQLNgFD/qnJbhgKW/hXR8SeV5GA/UyA+uU9EIMPOpU1/4LIyBWA+C8IHcTZIIUI+2myi2TmhOVh80P91EsX8xIRBAfkMWUCBkThkZMl3FaPsLm2ov52VLrzm+BB2R1dbF3/ZI8m9Ewy07H6eVfaA1dBfroCp2Ey5mlly3VwpcEqzI+RZOoKiWrakLnv3MsMZff8+eUdHG48HalBIG9+5ae9EHE/dVP7vmMVR21BZ4Unxh/U2elt4wcAQbQvbBsIFDrItYls8oGvA0KBeQV8ggDDteNpDue9sXd/k4OFBcV26UL133qEO27dToyVLKLFvX3ILDMzteAJ7Bo7C8ykxtMQ0U8eFNw4G7Zz62qiEYOC9Ce+noHXKsfeJvjEO9QdFPGXMF4PhK33IEs2+00SnFZsN/8/FBQrAfBbEgZNG9445DZXT7Hu29KD/PxCCGre4+l/pXWuOVL7Tj5LtyDsZuoF/XHJ9Y/Pt0PVvSHp7a7UIGpJX4TZ9YKuXmu5IYmnhlL/D/ZLJ7mNhBPZb+SlLL85zTkoVjjTk2BetLYKsbGyo7ttvM8PpduAAWdk+94Q6QQL9D2ogSt4WqV6kYfJPyX8bS02QNhAMaHIChtatSwMvXDApoY24eZPiu3UjnS5HdICcMHjcyrtVYpf+RzE/ZHtPCNdXFk8lpS42IoAFyNRmBVsZHhhPogrI2ZtPtAWSjfze7j5tzBe8sMuIdmkXL9S4WUoxSK7LVQDmMkgE38LOBFRGFDkQqUPaQn+PvWtLD/z/A1Fs+/Y07No1dRGNzcjIsqjab9lC7sHBsAcgyhqvBfkqZedHbMcCgWsaOyw5eZbi346++8AuImawOSQ9srazox5HjnDfEa+8klf3JUsxRQVzSdqR9Kcs5bA6VXF/xTv4P3lv8nXfNr7LhMG2cKXCWRL8KKZdO/UZtPn+e5ZuApKTKbp1a2qyfLl6rPo0k9KKlnKqfwWoDE7JkFU89fryxyPF4yX8FjXTECldOt51oljsXGZWOVfWjX5D22SiPSK2BHacDUQbRICp9vynITCcU0qkvCw1PRQRyHCH5wW+zNOSSBPS5jAipQjhHXgW5hiuxQf+XybsyOSf3FNdNFAP/MqXJxsHB3L28Q/7Ysw9++l/Go51P3BBV/31ZdXafCeVbfn1Dao8YYL/pLZHsUCmxrpwGVinkjUH87mt1q/P8doVBg7kc1+akae1qlBHPGZFzBZjaSZ2RexWHMM5IsUBQYkwVEPaIq+I5rLkcpfHWHPWWnIsUgPPJcs9QOqBOjgmPZ38K1TIbhzC24agQlmty4ICgCoLMFjjuMx0OqANeMsRCyI+N2W/en1qmHTT0SoT0gp27GFALVAYUDd55w4nqgs7hdYbBbXiSeOJYmR2i8qbqEABqBVUKUGyMoJV4ZFCvwhyrUzE1UrhtUojSgOeE4zVuYltyQsSzEZb1xtjB7OBsdxceorFF6QguC0xKUu/UXoJ8I9hKH2WkrB5TTKz8KGw+vWpRPXqsDlkORaYksI79fBr11VG0+/sn1TjjTfI1kmdIIjSLbevraQbdumuOWOv58LvM9q5ebL73LHisEXcXm2q2eLt6hiKV6miMJtNefUMYASGnUZnpQtJOZByL+14Wnqxl4v1gPE4i+dMZjDCyK3zK1uXuh86ZPJ+e586Bckmy32kjBhhkP62bs32fuUPMtNFvhbCCFyiXcqjEii8bGqMkJXOmitOKB5AGI4hDXnV9XoFqRgpBw1429OnhKmGYWOCrSaCqDtc3EizeRqY2w5EHYxtPqiVLWwecCSIDHIQ8q8ErIogRC4jazu/5z4SpsEIEYWOqH6oVQjMVWxa68y+I0svWhC8FSh6byrGI3xK2Ceptvrx2DnwgvIC1OdJCO5mmXGczbJIxmZmUtd9+8jOpTwkCVVNGpuRyf+PuvtAPbfPL7+QXyIj2Ft5+dazmXpV6SdT3jIeZkyKq397fPuWUsCSRQ+sp9zgYyX7nJbO2ha6rYvt0IvPbbDIbL6NYdW9+iq1/Ho3nzsmPYONxrDjFAl7LkBOjsGOYSzNGMWzJG1LumTOE4MSQRE/jJTH8+Ahj2v4dQODDas/lqpOmcL2JcN40ymmbVv1fmwcHeXn8pBG3r5Neuts7SGQaJCoakpaifs87ifAYuA8z1qezVgK2lnhgignrb231EMpdyqfriQdiXWRxMKWb+xuKtEgpCBArUHSZagsez3N81OCAm9jwcIwjBgsgMfhOsxQTPxGoBKCIQHPScB3AjDMEtH0iM8yZsJQ9UsQlTA7Ny25cHnBOVk5i10PEwKA6+5J7lXgXUg7lMJQlu8qgE9KLMJBZHzn9zhJp9dTww8+UJnGgP/9j1794gtq/e23NPSffwwL5SEzGf2ouw9bJg+5ENtoyVVudy/eFp4h9rTg+6A//5TVhiL8e/m7+4I9mS7zjnO/sbt6qgtk4KzKUlzXn7jdvc5bP3Af+H3vkydJb/WYqMoucaVPjX0oU/175J07lNS/f24MruYILmbEsbBt5kDF64itiV0Ze1aM2au212zj30DKiVpd9Q/b1xTGWqrRTBr94IHMhO/KDMQOkpBDsHMn69pjDXaa4TduaD1R1OPwYW73isixjC+kFswhVAWRJZkfAYnh86pPVy0ucejE0LcxVt/Wvr1M9YHYHDYm9wz8+LYBjylDVpH8xHFRW7sPgvue4hnCqIrfA4BKtCEKF5KCqQqiAJNDO1QUUWkVqso+BXwOUKT5vh7kzyvyP6A3bCPaBiaM9Jdsf5PfgzQmYdjDTqmdEBAn95Vxvl/teKpU6WRaZrS/wxiRFZ5XVRazfVCJ/frxhIehF4ZNzQ7OHqDoNvPEon6jwkB+tOE9j/L3WZ7hJwGmBAZBLdat4/Oaf7qR/x/81196j6JVnAYsO43vge9Pvhb7buT2TrU8d8si6bFuhUO+0428fY+lJ/fiJanvmTP8u+TBg7OMD313+vFHPjbk7yvM+EbefShLW7HkExdHtefN4z5wvHzv3k/zDKDqCpUEqQCwhYhjMUtjGJoCKQzWLtaV1HHJTNqxRqNFznMNzJQ67z5LRUp3phE3bkECLPVmwkGtBOK9dL3hvGarVHRH6n/+PLe5BgQ8j3cpMJjdyrmlmTpetH7RFhx1PLP0KrHItXaIiURsRB5NZNIYnRP1JuqN3zMMp9KGCGVRRdR40aLap/CAadtFJDqQ8/J7PTzVGrL0AGBI5Bdf3q2Stl28kHozS3PQG3YrcHW8fOwAeYGRYvYhuQUFsVSAxRpctarJcypPmCCYTZF+5+47WtsnWbf8aie+fxVSWxpONJzPg60HKoGQOGpMn87trb75hr+XfOmlx/puunKlwbPUvDkFpqYaPFKyZFBp7FgwOj6n4rBhfE7fXy9Qz+OX+O/K47OAirEKiHsYcesWeZQ0Gw9hjuC5wbuIXxd/ULsxoK53nUCHhZWPG3KlEjeWv1zs5WKd7MqED7Qbvvtvk/YZRQqM2jqIAwrhJYIrPW5jg5tot55w6QFiecjFL1BhoFfl9fhcaobL1+KyNsbFGAWJPDL8LwLrsHMjIxv2CkDTok0LtfAkxHYWMmTeAxgdzIU9WXIbx9cYnQ/7jaibDhsR2gKJAkV0OlzPllq/T7SOLD0A6M14sca681glMa1yn6DN4sWLSEs89PzUUym+a1ee8E0+MitRUcuvvsI5Qf3OGuwsfokzQiqP34G/+9Z8U2IDmji3/dat6qKDfcXezY2GXTWoXI6FH8PxpeQhQwwu4NdfV7/DjoE2WTKSmc46mYHcy7KYoU4pjChLXwicw/Gn8FIhqZEjmQcWnyzaUJLnGtE1jrFo6v2oyube9pLVpLs8FtspFzOYuQ67eld+lt3xHNlGJR/Tjbx8n6xsVSZiV8zO32biJb43q6bvnZZVrYdZQgagUoXVq/cs79O7sXdbETUNI7f2GFIrUKYYx6HOA9c43YShGLjaz5Lz9Q7RO8Z94jpcJMDE+ajthHMw98GQRP4U5tWTVimxFOXLRSB+I4YBNZfxIuEVKDG8xBsIRoPnCS8Wu6b2N6IyQ5+3ynCujVcdrzaC+wMWIV8fUr133+XJHtfZ5E7I58CTIp/TsvEyXhjzyvWUDhaNkmxGP5CsxzyU6vkm7FLPbbBokbqAELTWcPFi/rv1t9+a7LvKpEl8PHWkmh/DLnRTXp0hf//NcT1mFgJLRjiv/ZYtT/ocEBmMdxE8OPg17kv+cBi9fCkYMH3DnLrieOPtKVKxcUdYcrNuv3ov2bvGsuEXQXqyuoe63NHbBkm68emGMbfdtJ+ci6mbDQ347UaWexp9P50avP8j23JEG+xnORiMzZEslVnB1sRS2ObEX2HTgecTUcZwnaMdkB3iGSLGBeBQYKpAh8RG+KyOCrixYfOBoRfqE1Dwsit9i40WKS+QhiRDusRD5E9B2srPtfBM6yivL4CJZdLTpGQEy+L2fBbN18bv14bM49O3gvuPlU+lSTWOpkp/ettlCs4u4g7y7SG1WLuWJ3ho3bpmz3n1yy9xTqvGS3kxVK0y6X9T5QU4vNI4Vhcchl1Lp9gOHdjQ3HHnTnXRdN17XvHOXDcXnk/tfvjBrIpVyNubolqN5+Mt1m3MyfjLqQHjIFFcuQM7GcCwsAlAWoGxPrvfuldwryoSNlE5ExnReCco/YFALvTBEcUjh7PB3Kbnsf+JpFA1yLBoZKTwBhVqPegRs4QtDM+wxhvLsjCakbfvIMSA+8CzK9uxIz8rHEsZMeKx+3MNCKBqr71Gbb77jqU+eOIgzZWoXl17HiQo3LepeQkXuo2bTYGsSQamA3vmk4JyFQTK086xg5T9uOxO4WnC7oEcIHg0BFh2+U3lz0S+F3lMiLXAIYGBDlnHXA1Abp/cJeAfqE/AMeZQ6fx+SFUmTjRIFqNGmT0H9pNxj9So1WWa8eN9YGUjtWi0JFMjedxmd7TWS9T/t2sUWqeOyX5LN2pkWIyymuXgbhIigYpGRfE53Q8ezPGd+Jfl/grNOfXYIoNXsFCpQlFmf2utsxEYxQiIc3C3icM9btXrzvq29O2J9wXoUd9WS/7HtqvYDiqWDdWZP1+od7JEW4XzmIaX2CirlL+atOnI5PzmwXQqHPKYux4BfiwpIeDPM1yttpGFERkTbFWQUO2cVYYKLxnicJAAG7MsZhPmHBI1sxj/5Q+K8wETJz9L1fwXKU8796zp2URhKL9oPReo8xRvpRv80upYhpj07+Q/CxAFxpMfExfVGMG0LKWX4qMLb9iFJ2yvEyeNo1zV89yDg3Ujbt0Xk7u9e/F18JoBoB2xEWtKNZB0Lb86qXqEQMOvG+wsA/+4aCy1GOJlWrRQbTkx7dqZHaOsTrABG3YcFz8/c+fBqOs1Zcbv6M914upLsEkg5QD4OcJQn/BNwlFILeb6ADMSteDxfpptKPeg9oGKalxUXLeAzyK6H+R7tCoapbpkycnTkyUN3EuNabNTjlRNRxKn7uWV67nNN6EHlev5qXDXR8lqVsKs8DNw65pyBqjMS1EtVbsaqPHSpfrgai+3dvJa9YFP3MXOFYdeth5x0xDrBEN8Ll3/SK/gMjWaOQlm6xzpHG/phftvpDztPHhI8Ot4QQFdAoaINui/wpq/qY4Xv8DBb4bfc7HSVQRzQtZu6ZmlP8JvjKEC8vXB6Ejn28a3N3J/0k5V48RHTFanQcvPkLXNY2Voyd7VVd9xB+/ourGZUky11846uAX2iibqfcfGQZoU+9JVfb+jhuNDLtzUFQ7siRgTavn11+rO22nXLqo9dy6L/d3271cXT4P338/JGMmpEDi31fr15haTXenw/laT7hgCCIOrZZGkWGpRICF8XvHpwn06+/j7Vhr3bdkWa68X638+PaDD9ivWNd9criue2hjIgUiwxPlQddutT5B2p3rwlErovMcwbiOYCyrVoAF70eRjVkNOXg74eIXkOOWIgQl03HFOlWhmn+I+D5Rz4/62E203jq1SJb7mn33G3kJhz4lu3RqbmXAjCzrjHiwVHviHwdgc16VLTu9fZImzur8z6Q8wY2E4BpMtUrXIf6I8S76uqbzsHBnJHDvRyLsNvkOvP6WgmSGsOaqc23Qc77s8hkOvLR0drD4U+SOyiIURMfiN+sf0Ex7wYnCcduyBLrJ5d0gz5FWmDMR3Xf/zf+CYy/Drku3o+6r47jH0H8lq7EP1e6HZv0gJeztwvzCO66z1gQx4BeOpck4WY29E8+a5GjNsMUr2tK7j9/udK0ZNRx6QU6hTBOdoyYtTP/LSbbaltH5/h6k+cD6/rybeiwBXYTf0yv3HxgQCYwRTtHVydSzhWMq5kHUKAtQQBwIwKac68w1ufBPxPFQsNtZcuoKIpvZb/onUvVvAGTgERAmfvjrdKnL191dd/Ygdwu9gk6k5a5YwGuOYgD+AURd4wKjuAKfC2tC6Qm39Lbtn6VTSKRwgYID1AICYQECEK15soLB1WVqtgsQHyRmGYni3gGtd0EDSs7z7vOwc1RI501bWifEdiWe45Emik3hQgT0CR+L4gJElueZwAlGCpR8IqGiDoi0xrtS9yTcrVfRYCmQ9DsrzL1/HZswvt8zZGCq1+0F61b34jtre0etqvvzxg8B+57hdP/Ge5DLvqOTaf9qRQmU8+iOQMWlb0m9atYWTM/0SE2VVoidnPxcrW/ZJ4SFsYiqPsp36l5JRnik5zPhDcpt/UNKPuaYyjcLv7ZLsAoq0MfV7kcxYZOhglRnUbrb6vnNo3VF614CyaQHJq8dVGssQGQb7y5dfmprcVKZZM0U9/MM4b4yPIxGzeOXKnICJ5zPmn4fhX/a+F7q0Nz9b3x5bbgq1WV+qYfuUtpsyXIddexQFDQmw8vilqleqw7Zt/HdARbbniaxsbSXKekT10OY06E+D6lqoqNloVxFBDOwb60LWLkG9g8Yglyrh64TDvq19l8eujD2sTeq0BGFj/sFEdZIPiT4sqAwnTzvHrge9HOhtqEPEXiQyVA50jnJOSDmUchN6/uDybpznIQKWLE3xq2IPYDJ9X7+o+hJRgxxlVsnWwSdg8cybXh/I77nfmd/Yy9Jw8Ydzotvcva/TZ3gQqYurtIv1rJo/1paghgnpThAj2SnGVkxm0Q6XP2InsKPj/1pEtXIzZhg2OYXgWF3JZezqi7phf2qSOzMl69Fn7tkm1uIs55KjSr5pqg9mgodelnSjDLakhWU7ZoFNwAYB2IMjRcIyaNCfBvuLJo9JnVSQpESQImKKZDXnseNlO3VSAyWLV6kCY62Hvetg/dgMyWrknYdk7x6lqoYyoZ2lR0UNU6lEjdGqCqUYf0VlTG0YP9cEl9sCWm+4qPzO7FxDVQk8J3nO9kKmuimPlcKM3rPUHBXVHVBDDTmDcKMzwJbchjQCS68hU5TnFxDSC5hK1MLIb+cNCk4fPa9MpoCSLDsp9DsEMwFVHpmtln4gOiudU/XDKZlVTqZJMxystiGdXkSRwnbAKtac8FVKHhCXDsYi/J+d/tahaJeMYk28e8BzATd+lYoeH/G9L485Z+paAtAJHjt870zUWaD6CcL3bkTdshszdl8RH1Iowm0gpQwfQaPuPKYC6Xrt/ytuV8cMbADGGfUi58l/1Wo+163x0j24/gcAb1LOASPFe0ISoqyWGaSXvr/+anJiufj5QV0xGMJlZoAoaEQ5I1G1y08/qeOqOkXFRIGnsWvdt5UM8JMceawfdu3223GdMw/au15FbApLgEn9H8Upddr1E7Vaf4L/VhJNhxANkRS8GTw7lAsSC9G2x2E2kGeXZxX1ftR6xcXPUKJIb/BI86gFlRS4OACAZzX4w+ijlpqnuxSgrSpEVUSbqJSxlGippdeRyTmR54tX3rGAyp9yOOWWdleoKi/m9/sVlx7a6HkYBQXQ2c1KV6nWoRSp8sm0TJlhcHQpEuH+IvqLd0aiAIFQ51nTsymO4//qe5Lva+8v9VDK3QFzy7DrPnxEiVWmroW4FhxHKRSdkoiHa2BxwNaA+slgNn/pdLd0Or3ZygCowc0Sy8S4H6nz7n3MWMZnSM5zT0jFlq2TiizaLtm+fllJE3iQEfr1LOQwZUTMj/gMJXkRwAajJ/qwGbiTbU/WgaktwFSwEQBzBXizYoIDd5YNW4MvGdIiHIuYrEIJo3mW5FUtwb5kFAmMz0g752+9B100MEdZmpmZ1F/63cVPirAtNJChO17+5BO1j36/GhD+XlljMKYndOcqD7ANAtTKWMVo5VxstSG48NYtU4msguABFe8RLnEtXAb+jl0V+5M4Xii8UKy5fvKSRJ5gFJEaqsBlqJXoZkuvI5PzIb8uhPR/wEYGdAsYHlHba96iYnZHEXKNLG6IgQVFz4R9pvfKWElr2AbtVpDu3dxtagivhL2ffXFRagXU+sv4h6+9XkrqtSpWAkSBaMeiNnUtuJHZbvNVwiGExaN/ZNDyi8EOnjpqVGib76+4D70i6YbfuE3tNm+mqpMnYxFr+0FsEvqxbr2Us6MdZvwulfqo/SV4lSCxyPfRPVVW5QI/QXRzeiaNuZ8eu6V9FuaIGBlZ0hqnxqnYubhEEPUQINyqV4foDHKheIwInMO5wdWq4f0iUtzkJIMhHXld1aZOpaQBAziKWYProyVguLi3WPubSaO0+HvI5ctAIGS7D773O3tRbS/kzVUsIAUBugGIhzAYexM1UDPimyxfnt0cwHsFNo8SLb0Ynjq0Y3MImxL2HtqT9yTfwP/m4E7zmlBqWBjBQ4hCYJ/SJCpvwd9Q/QEF8aQVWPOKLHvxAsJgtITozO/reBmKr+2reEPW2+sVJaqHHf5sMbsHsStiOOo08r3IdfKkDBJ2JyQeyhPcGy8XEkCvSoV3iwmbejT1ofEOiI+QkAB5wMZxBUKD/JMqMIzEOEkSrvQsUKLIgpYXuOgLSarR2wfwMavJt6WoL+pfRvyMOA7xX5Gg7gV8/JGhj24/H4YaKICjUIGAxyWuWzg0HIhxWkbzQH4GvYhGAVUOhkjbnodZsglf8fKfgmHBDvWsbmHqd87gBg+pNYVe+fxzGvD77+ytgyEYapjCUNj2gzgkMKLU0QZG0uf0aUhAWfoD9AZc5DiOWB8nz8cgSqCCUVSrVgxwljx4cMj7Xa6mnKilYijDkA/1U3yXNxmGqTAHsJ7XBPe+SMTU0g1ZGjVug/0PSHqWXlsWvXhBJeyGU6eVUnf9JjsrSG2/SQDURYZIs0BUKfBQWE2aFW5ypwTym+gDtYsQuwGmY+tpWydsathOZYe85RrvWg+2ItgYfnUvLtkMv8FG0CKd91zaUKKGtNXB/U9Z0igq7+RVdB03G1QGWTqxLRM/CPCWwCIWtpbiny/KYnAGAduFvYJTw7amnqwu6Uf9zcZjK2+/BtipEV+DCg+o6a1rtoIhMELiOq/B9EBMFCAVFhItTNdIOad9fTm3CcmWaaerMBynqBnFEsGQYLN4vIFEgZAg4RDQotHxhLS2t2fmAawbTbyQudghWW00gIT5lX+JvVT4G78HSBkYDOxDiDRGO0IJNEyaf+9YuHAWvGMN2b7+jxQ4t/dFYV9ENQlEvuN5Q/Vk6TawUDvGGUIqCoIwC4eGIq0iP+YpapEtIloEAC1IMR8pBRHh5kdmOVQsIZFDFbb0urL4wi6IBLdiFR1NWNi82E1R4UDsaIgdEnkzwHRhdaupd3tT/VgHx3QM/XqmVHj2Z3eKLVsrha6fISXsa2vSs4F0Dic32y4V2v2QjomOHKuHemsJaRrwqqDMLlDo0k5XlnxXfGaI2ZlzSkr4tsLfkFBsB+1i+0XMjr6SXxu/OciiB2MTsU6wC7klur2Mv53GbeLcpYhNwx6rHBn25RhemK6D/3p4yclTQpF7cT9HlJ30E3mndBn1DZeTCZ69Qdoa5nRdR1QY6gZgGzjYT5b23Cu6Z8lHgjvbuJ41gu+MwZ9UycbIi/XY5NVKNsicB6YPjNACzEwQmM3LH39s7O7mYEBR2QH9oMgfsJurT5um7/XTWfX3VSbORewN4mzwO3hWU0+kZZT8/LUHNPzajccYFQzjJWvmO6DVt0Tf4plqM8dFJQSuzGrhdWXxhV2QCR9k1UKKcQpxKoO0Ce1x4CRzukUH/wFZfmfr5JQFrEpL4zMkv5UfS/EbUq+FjA15D9IE0jlYNfuqPQf22Q/4/cZge9f104mmQx+3crByFIDdwNctXM13ln7QSVZhorYOZiah63OU7RwJe9s9xsiAqIea4TDUs1Fz2Cds4wj9YvIDICICKQ+2HSUfLaPwu9t53KV7HpN0vuWYYXBFT3m6XHYsLHm1WMUeHevJVzNb+fr+iPYGRA3E/YvrQArQPhcGeZLPheEZ1UDh3VNE/xvaKpKqETixb99s34+w2ciqU5Z2MCGPEiU4ytgnPh7VJrTHcb/ejX0WOk3ezc/bbsj2i9Y+Qc2M+rAqOnbkKf3E+/zOSrzT/m/5Hfwd/0X8+bSTVTMLL9zx6J12P3iQM/kBnQGJCm1497JKlp/zVRQ/bE6kBoICGB1tXCzR0uvJ0gP4NxNqFHG+zLr4g2LXY0bT8+hRg63lTrrPR2slh4a9PwM8RaGhK87x5JWPUbcDh0RGNAyrCP+HFMTH6i5YoL2OCDKL+yxuj7WLNUMKCNgJu2YT2E1beM7Xd/C91IbJmTLDSC//rbwwvoz/GfYgSEXIchbuccfpp9n+Y1M6rp/xPYH5VDjcWHKdcixd8QhlUo8jR/VNV3yX3GG75DjyNo8R+MievVpvYzerPI1aE7UWfQA6BJJN8t7kf7T1xxkaRMOY8Fkm/zP2RkIqMIB83bwJtURtlz/OZZzLAhLCuZzfeF2/X9hzBnyf3L4zbAywvZT+bhLfh/30v6SKx+uwdw6bh9aO6Bjs2Dxo9Vv8HBxnnleZN1RVvu6gi38+5lEDo+OI8FuG4E+Z4eXXfBTM/Lis+k4mWjGfaO1postoG0A0IL/GYY4svmALMvEHu2OjDz9kBjL0yhWGe6gxfTpC5/W2ejtElWICIjYDQYwcxi9PMpvhx66U+7kVl9VFWLuoIBm3o9UDuS9DXIhm54NqVuzDT3liU7meWZgAmBmugWoB6tjgjcG5TVesiF8bfyDkqzmGkP9BP12EDYXrXY8q+aZS73qKSJ4sNvTV/brxmZJ+/J0MU3gwuCcsxuT9le4PqzIuo9CIm1kkM6sx6ZJDj/UXkg41lWKnl9oEjyJgPyCBiT4gicHOAXVKKw2KOkhajF14ItEG20OWZ1//vfcM6s21awgA1Dm4hqBWd+rJGlLklmGSKIHjNO3QfRsP+1wFPiK2CEwQY7PrtpSjpHXlu46Fh1TgKns38W6HcyHNglniWepHX2LV0rNp5Cq3Wgkf68Y/4NAC9+a1PjE7d0RNLOBNm/G8PW+CB+5jBZdYS78TXXUtADFsFr14QSYGJG+2erXJGBGQgkUsSyUxYCgcBLavLUfrIj2h3M+tWX1BDAz6E7WxwRgQUEaj7t1jD5Ms7otrek2dxuqJrvYbS0QbMrURAwMit6ASlDZ6NLtw+/9mgNtssmx7kVcrfpxyoqakG3iGVSvHrm/9nHayymP2mKIdKq6l/r9y5K/HsMnHzd27SKUoUsyu8RK91b4DXmUy3ol45V7PgOQj122dMs+GOHF/L29Lku46WEn19VazhJQGEtn+AKjS9ividHoplSZRZ0nYGQYSDczy/G0LFdJGENO4DJZCdOMf5Zk5Tth9HRHPkErM4QlrKe6LuH0Yl197v/6imoM+MPZVO287P6iZbLD/KflvSGNIVWDj/+zwlVo8I8Ty4G+vhV89BOMyWygQn8579vDvAlNT82POIsJdVG3YSfTLGlmS/F0pH8zIgJZeU5YeQEEkA3i44tmAsRH5Ski4dHB3ZzsBw1pKhkkf1aoVJJfQSaHv+M8fx4u98Jw1t+ChEu5kEFzRIoGPJ2LjZcvE78U5ocu6GhhIzyPnySdhIIXUrk1OXl6xH5c9zyoWQMLFdTWkG3cvo8SXb0t6z6DBHLSGti4/HrKv131VkVbV1jjVbPiB/qVJixn7WD7mOv+QrPqVuyhUPy3BsGysAgGCVcA8wIM0W6/b0npl4sOgz9+XnMb8dFNWd24xvEX3gwd1jd79PPrzupeU3KGO2r5Rxlb1ZhFduEZ0B39flEV9bZpHlndRqkED6z5bzlpPvmW431F37vK7wTvR6a1EAB6wkEQ8jCmCqgqGDQlGlt6CbEafZntNOcVgj8zuxM2JvGk4FncMFakkMLJT808N0BelGzem+gsX4m+37gN3MQNvULSV2XkENz1+lzQgX1QYrvYgP88lROpmBQYE5oMIakvDh1p8YRdEoopDh6oxGxq4yiznwNWJc8CMnH0YckLFWFEiWY1JlKwBOJharaHmrFk4ZleieFePd3eblKKsBx14BAgFlS6+62wl3uYq1Xv7SxgwDX3NXIBkRB63iX7YDhLZYoHnyJG/o4qB9ZDjl6nXiRPM+LBjW9m6iEJvKIFi9vkg47rXUfUaUCnA8NTxyoyhyKCBB7T2GkGdiIYYBwrie3Y2BYMaWVmyKhbU0BhXGWqaQIKEPcdcHwjUwznyO/gdYQhFl2zgsfpMHforjO5aCTAiyX1alZ+S2Y1vZ6tvqq3uwHE/8t+FGrf6FMdlFWyY2eeUOnKkwZs1aVJ+zNtJRJOM7V/YJKDqwgOIZGKLritLXrwgUhZ3qpJFbPZcUfWg8oQJ/L3WnDn83UypFLioOV5D3l3tmow0iOYvTX/HsVLNedaTb7AHSDf08l2+tgHf5lfqc0aFnoBh0rn3rEOyFMHSi321V9/DwonZ0V/Sjbn3kNUyhPSjsBuYB3BwgIuD2laI3vWOeUXNkDZB9pNP3Iv/qSOrEsYlbPkD6c4vsQ8Nv87GaOpx+FzhLq0PIvgt7XRVCb/1WvRthsrYQmplsaXAPnNbUwXyY6Jf6xHNA54uqkOiwqTxM4O0wmrkibQH2ooOWsopBIH70ev0UGsFQ/HoP9wQr4REWlkFdAh0aCGK7m2u5SUNWBLN541s0dvwfBBYiE/amDGsho6eyxtH4cqFTSIs8jMTXrXwJk3yY+42JGqI53qW6CyCU8FoxpE8ArmNM+Etvbae5kd4cTAkWnrwefJACoeE8ATpfepUjufCa4JzW379NX+PaduWvzdeajYRrsSwEtMxqT2RNT4O3qPX2RbBnqVea05ykFm5Xr04qA19aeFDRUWCCQ+l4msWqjsxwMYoebChlEvbjRtNjtXJ05uGXDZISEAU7Lr3T7fX1t4tufYtqfR3UyTHWeeUaOW7GeRZqqXRbz2z5CRpCXEqpeq3BmA9MvkxL1SpDYX8HNw9MF+aEDURTAY1tIWXBAvjXSR7kumib/gIm5hxBQ5BInESEBnZva8y88owFG3KoZSHwUPDDtqNOWqIkWm6fI1no+BF4nl2mx9xq2x7v1VAC7SZaDCQO5duNF77zvHOEr6vehWeN7PziEv2yEz3OdW7yolgIBYZ71CdRAUG/G0KUQFqFSpYIsgyP6L5n+hkvEyAZCNEX4Smw5VoHH/ybybsQjwB5cWV47moAYVz5UXF3z1KlmTbBWAQvGNizP3OKjSxu25ceqZu/MNM99c+ZclF12nLQW3kKXmWLk2tN2zIymwkST/415sB4xrtl1WHY2AyRaoVMbiR7ZydWbJBbpNRBCtP/D6/mK7fhD7HXc+gsQ+zxgR12nWeyrz8Mt+TgPPsf84AUTr8+m2KeGWOWhQPVGXiRPV6snSo77yZvT3BKyffRkBhi+UxNzfW9ULKAxd9syFyE3E2C5WkSVFby5jgheLUAJlRGx9D6WaBfYxoanPPHAyvxNASu7TqUvxPHdRyM/ZvXJSCVi+VymwcJwUsmnaDXv74E8HcAxatk2qNCTkIr1XxfiXWuy04YPDMtf1stylPE6dHiMhmozCGvCZEZCNv6h+if6A6QaIBo4FKC2O2Vx2v5gi29HKzaQx4CrEBAGMqr/G9c30ickCEmAnXoTY0HZCJ2eHW/puIS6RgksgLKcdzfcuVMz6XEyXRBruJT1ycyf77/moA+QZIOmwm+Ns7Ovqxc2GQxrFhV6+Tk1dr/tsI1JyZDBIbYTDte8YQdyIzF/W4i6+vzAwNEs3Y9Mziny7IiNvTRYr6tuMdl3GfXRMLCv/r6s47QcOu3cnCdHqfMmR2A5+mdOP2/Hfzzzix1IBL07EjS2FChZM/iO1BZjnbRD5aw94iMVc6ziz9T6bO4B2prmCy3FLyecxNdsDDImwA8w+Bh/gODxLqP4nYIbj3s3tXAsiNjfS7KqgIBOX3t2CAMZOMeOSt28VGjj0Pe5GWScV+0+Q6jbxxV33PiKvBew1KS2N7H9IicKzHkT/l+TCdvYdAE0TulYm8rLwgSC3CRoPcuLg1cXu19wDY1XkjS0qb7PXnZP3wd+U93IKkk1dSTq5OQni2JgGtO7BaoEvDrSuMnqgDZWlGkasbhpoiSx2ynu5mEmUO2daiDrUZ6AT1XFGFsvY8tYwqolXVHR9SDtQPTECci1wdxVvEthM7l8LmpBHuSwtkbuPgrPnbgYMH67z1VpYETUH13tnBEgk+SvE8UJG31jPkBXKnyCc+kfsa8zBDP+QXlq7cZn57m6pNNXhQqr++koZfM3i/+p29wq7olBEjTBk81SJ6PY8eRbUCXKPM2h6G37bfvB3Z0jMaFr1Yb28yT/SP2vg+NI4F0XpQTBHiX0QsjDFFvBPxRXZqPa6P3wqmF7sq9px7Bfc6AV0DhiX1ClzfbEaZG9HbBkqR78zLACha0MSlt/Qxbfvau/i9tEHe8Y9Fu0hxbf1WgqFxakhhWy8qUqqU6rE0RYP/ejyNAcQZ682b51cSMpAFhGAAQzhc+XUWR1+ofizVAKGBstd6nU0PJbjyItG160TXEXH8vJEzc3USisphYAIIW0vgmgKNL6e6QxZjMFic1adNo64//5HlxaPaYtuNP/PurE36e2XNGj7ebNUqs8XeEA6PCFcFaS7LMcBeVh4//jFUORDydBArA0YCgCm0Dfj9d7NjFxM6uGpVFT/Go0S8GhYPpth+yxaqMGiF0n+6Ype5RWH1DMxwyCVe+CXXzZNKTSu1mOsviTpOGKdzMV+rcdcYDFyf3H2VwY6xYoXMeAyMavSDh7y4NIGEWcaIUAFF1Yr8qCrH6FhX6mLwzDVYxMF6yBT/qaI7Q29U2Zv8YK/OYLO5L4v6A4jGwd6Q03t0DHYMQ5leQHJg4US+G/mlXVT8cA6ybLtpE8OQiqDLopEqWD6qRygS+DYknHJqyLuRa1/xsFmMMVz2sjPs9qcN9HOSu6RlhCgkhxK4j70b3HdUy5bM9Dv/uNe67/bzjoM//xsxQfws++z/jYHMwurXR+qFCm4PkqXavJ73MG8IFz6ScQUECMDgzpV0kpI2J/4h4o42yfdovAHAcJ9d4bznzmxE5CsYirndA9wRg85NYFW+MxpIMQLJLTtq/e1GUQaFbTGIFkY7EviMRF+Of4HxE8frvWM2WIoBuoHHi6Jp8AaFN20KtUY9zgBUij3EycvLZB/Cfdp+iyExsO33F6jWnC2KXWUXZxlj0nfYvp3bXpo5Ty2xO/SKQSVqtISPBXy8nI2obA9Ce7+zZwXOsU2bxVw4z6bt+yeVfmaqDAlUYdAglpbwNxa1ka1CSFCRW4YaAuPw3HCurGLgODwj84nmt9xYnhf2/wIdTCZh5vq9gllD0hIZ3caEdjw7+TzgEvGCm17qQzAsgUdU7USa1OarhIzETYnXhJT01oiSyNW6e4DoAsD5UeMb4GnZjcW1rGsFIAEkH20g2b52ha8f+MlS9tAhsNHGw8ZTfd/IDMcmBKnSNyFPMbcFtEjilsRzWjPHp0SfYunHVSq8gI9/FndKMJiJRGsBRzGPaB6+7yTa+dzWYk4nAHISujLchqbiJkAQYznitICVt2BVQ0gAoLHpGaiXzYtNp7eXX3ZPGvzno6oGXfftU9H74XWAyMsTV54ccCFjZ8JCE+fDpawpevZUYxTRqRp4TPUYDI3NVn9ibCRm6nvmH3nrcmPG2GLdOqXtDNQd/q0WNiG69ev4H6DrNm421dl2gHaN18yuTn924+sHnjDYd7BjazB1WNKBjabjDq5fzru5tpibAkwVsXmEFDivr4ERI8raqI5V/KdlOfUiINql37NgrLD0gmtALa01ezYHW+JZBFWqxPYRoa7KTBPxN7gmUkswh209bb0T55XZi0qrWnUscXPiBXjHsCyAlJibcQBLWkRcu45cZMhWb7l2o10xu5cRaMhq3vyIr7I8K0iTOO8pSiA/CWmZrLadca1ho7HVp1c+mZZZ9WhqZrqVjr2ETWUpEyEIiO5GOAJgYE1JdSAAdqE2GnLePiH6pBpRtezGk6tBl99Y/jTn5sS6JBkfg+qUvCeZI0ZhtMtrBvJEE1LEvRgqUGaYLF8L0KSh/zwyiqaNUbFguLQtbC7CDS0IDAc1unNZ7CzbMULywi6MnU6WfNT2EtWrq4ZGJa7mMRr4v2vq2JGD45+kvh9OtxBMKjBtlH7EX6xKObfrt0kNWpQlLj5X/riPePMRUwZmsHOxYlkipZWFwZKUEonMzwaqIJiQwoSLLVx6X6eUvIF6qr1X7PBsOzmZ9tAcql+unllAcjIzE6R8BKWlmT6nYkWN4boKJA/O0O/oz2kR8qJq+tBaJ70a4rQjZnkMF0gMGROyAJG2cBWbi2g2JtSwZ9vHsphNqq3OLzERoQBl5pY5oBqivy9/GcZtrBeOg8L7hg3OKD8NOXJIbXkeDhd4KpnZvR2xxvjYIKJBF9xs7kNtrL83WYLRXqtCjST6PLvIY2STP9DETAkXew8ilmTBrICpg2x+wWhzNeigvkHjOfdnQ7ljDv4OwaIdhmKBNgdVqiAh76nBeWKxyIzH7LnC0AuCNGPERCDtMFMIqVWLd8/nfJ8UXHW8ev0Gi7ZT0cgRMqMxjL3H4UeS1Ktf7H6M4YChwLZkwphNXfYawL1brPtBV6ZBD5ZcJt6XrBrMNNQab7V+PdTkwpWKTENWs9qnUsSNvSyPnt9bar8oNiekPtDAC1nwYzhJcez887IUoSb/QUJGORSe/AsingkjV7V9mKj1DVXfJdqlHJwXMlM1PNfWGzYAsFx4UyMXRn7l395v1Jt9gu4KtS5lW9I/M52tGXxKnsgmJQ5Tm4uI8bEp7FBHGPBdK3hPEtdKPZb60Eh6+hXxQiI3S3ghMT7UUFd/dzz1ftQHUd8g8vlpnxM2fyWu6CZQJY2PB3b259rs7RdH3RfMYhPRictEtwUD+UADeK+ue3lFoL47js8gmoESTWBe+P0dojtpREMFnjZoL9Fe1O7K1aCtbPQ+VdfGs/RS9XBKevLCyCPhc8JXV9hZ4QLfzMGUGw4BDiWe9qHkBanBecOuGnZ+eTc0e66olS3K57oXf+oX/ERjhOdKVp9MGpK1hJQIqDVgoINktQ8MpniVkTT8usHjYxSpq/bf4P1HcTAhtWvbvvz6N8j4VpnC2PRM5zd2P7CZckPjyXr7A7Go5F3XkYYJu8+HO9nNDvuQZ3g4RbzShapP+4b6nr2m/nbknQcuHbdcjP28A3uNIPGGvxm+AqkPYq7AXmIuOC9Xz0wLtK6xpYFpArydXeTKwk4+Wt8QCDn08hXcEyBBkPNl7M3q/mlZ6bdgR14Y54nOiwx2A3bryy9zpDhc3JDoIL0Aq8ijZEmck7A+4Qj60NtZR7JXUZakkg/XysA4UODOr73fQEVq+lBjnP5SDXmQJWtUfxVMBuNDsq7wIIFRgHk+7fMS0dUQFFD1A0ZjSFcMtYFndSot82CCG4zgv8EgbGQgRmmix2yJZeSnIhmgLI5rN15ZV/xKK+XsI9r3B9Ef+I4S1DkOthhRMXCx205W0huTQrMAeStuxO3mMl8tymxklYlf5qi7hoVs7+Zm9ly4dfnce4byrKF16z7RteDdwQKMbtOG411QbM5MTXD1N7DH9Dh8WLUJddy5k+q+vYQaLX5klB19L11W6z7S5mdpC7IxeDj+rr9wockxGSZ/psJ0ryLCWRecOtB+yhnTRtWyHWdk+T3sW2gf89DgXh/w2zVTJWLYIFrnrT/T9VY80f4uaicNXRT1mIs65qOYH55lp+ZxiUBKWW0TbRywNzZxH9ImKp9My6z7adkrCYujfgasht00Q3S2ziOANxu4reGeLzmy5CyoQEUrF+6SZqUbD4iLfkSqHYmjpkUCpiAtGBq8ffK79mnly+V6gEHNgPTyMbjRA7oGDEU/cDXz8WbFOiDoEAw4+Vg9SYQ86B2s40RQIsJKhF0UkiCYtGAUT6tWaeuTKakyd0UIAP6H619IKLDBTCCa8DbR2yLCO5Ao8DEGhrQS+RgM6FoVS1vRgqFDsOyI7JcQcVmgHAcrwI1k8WoT6nT7edi0WZXmcfWHWp5SoL9Dd3NGY0sTe4IMk8KwOIqVNZukB69AFinIq0yZXF8HthWRqKcliNTw4JgoGcIfAcANlDdNtDGXp0V73zN/8eRGP0o9JD4uMokBfwHsW/wti+SPXUMkir6y5kiWciowmMPYW2XSdzIzexSj02TZJrKyK81BgHDVKguHbSPe0V1ltclsJVCQ1+C/pPeD0v7pSdQTSZVndHTl9yAHqUxdr3moMMpYP89hrrA0CBsX7DVFSkXC66Uf9sdNob6VHHBc6lvzTemavavk42A7Vjf2bjqwkkuMidiW2+uz9Abmj3uD3QwVSuGJg60FwXvw9imMx6Zar0VKoOBFXZVxb7JdbO5xSWdtEwCbCRY07FQAMOOFOr3Uh8WWfSXU4i9CJ4SyR8gUZrNSf53tPoh1e9pnhn7K9g76vPn6hAeoh1bzYEpmzY9iLrgnutVlCFElghiolDi/ElElYBQBf8hUSALaRPQx8LpltSkNTEorEYlS2rDhPFBgYHMcqBCDUC9JtIlUdnaPPePkyTNmgw+MpmJBmNDv1XOFZwNSAGJnsqkplOV3iBYWux08N8jIhoiNiSqC7SCJyJM0y+8AVSAmspHLG8hvhon45ZdUe87b+Nu69/aziHGC4ZANtwJjt3iVUaKfLH1AsoInCMfC6jdAlrl7x06brMdfelxdG379rlkmAibqWLg6e93wvefRXymm3VxWK0RErLNPom/7zXwtHVztRSM7IgYJNagxR1YSrTT3/IA6CBTC2JWx2wDxABhR/07+g7KDiuD7g9cQ4xl1V5WybF+7KulH31IN6X4DzkuvlevFkqrjtFNsN8mtqq8GKYIxF/L25w0AG5IGs4fVK35+N2749U/5ge0x2yrfcJh+nueD07C1fyQfqcuqkYCNhe3PqduMfRytPerWPZS4AfY0znGOdI7Xzl3xtyx9jeNATPn/p10L7YjaCUZwyF7/9x29jtUlBO7JkonNHkXyuCxLM8AcEoZfrrppps+q8uy/o0CECEJ6xCEFpxohDZCUoJplKIUXcxwodC2ciDBm0cZAR3LbbKLZlmYq2U4aEaPCE/POXa2EoJ4DVykC4eCxwnn138tVSVUVuhKSBxInjY3KCN0XaQk138xS7lZFoZN/91i/boGBvHAHnr9Udl3KXyjNAjtLyvHaLAYD1Z+iXu2ahSl03HmUFwQMt2B2wu3baPGKqMVRGx6pMpWl8vtbSeHfT5D8Zgw4r/MqUU0et56ZBoCqeh47xvFDcGMjhsXOxUWVkAxJle7KonG0Susxz6rjV2dozP3HI5hlsmu8dOMVB3cJJYRNPT/YIYyhHdScpbXx+wFjavbZVxr3CNSs1pzlFX9uxuo9UPXi93SW3BbsNwTVKcF1oRPm3US/ooJptu8VH2wCeLdNlu/N4omERIWNxLcc21A4qx7tNaa9iWBDXKPsj90lgb1jM/WfTJt2y/fIzGsow4/0PnnKIIGlS/qE9mPRh0gjcI5wjoPrGHEtAMCCijKaaHRQb4NzBk6aJ57/8idC/idLIVexXsOJOjMDk2e9SFEA0/CTt6fviL7TSCYPAVeBYn/Z9R9KFIqaXJuJNqP6BjQfFFZEH0gC/ZbomOgTXq0cB8xwjfLJPxL9iISutkRtkeSFNgZTLgBMxezDRuCXttTr0Cs3KKplF7ndhiOAi1eZwFHE4jhQ8Y0KwJnsF94pQA7gN0rQmsnzYMcR7lef+Ec7F2J28FsTyZr8GXqJJYXo7f0lh3G7+W/3Fg2/EMZNTFAKrdtQDdozJg5oGzXKr1PQJxymLksNwO3FAoeRFBG4vKg12Mlm70EUdots0QLf9X4xjewnHLttVhoa8zBTZrKscvkM/ENKcC8+w7hPeDFFDAoqRiDC187bLiyga8Cy5D3JNxVX8V+OwY6dtNUoeTyyJKiGBIA6bj8GBqo8l//FzC3zQ5tF9TJtp141LPgJt6Uh78ZJiirSNLt75f5RcQH9ClsX7Gldf/6ZUfcE44HbGrEyAnC97aZN+C1SAwJ7BC4CeqDr7F0PTT0fpzfPSsVnNDsh4DIAusZG44HFVxuXXkbsS60v4q48TQwboFcR+6LtD4Xr2Lgrf5tGNA1tiOwW885X/oeI4ZyCGLMjqFgIhMzQYBaB2aFMcI4/LkJUBEWutIOWlFyWguTqNjt5EAdSc+am7OwNio3k19xEdPLHJ64G/6bXiXOk02fLnDgSF+dq1Di1Brar/2O7Nxai/8KZHFinH3L+ClWdsp7PLd2oEbw4AijKoV4XQ1rBiFt3qeKwT3hBANhJZjKwOYk64vD+AE83y4Sw09sLhoPaV9mOXwQxwjDrEVzWauKdR0bS0ffSrSt32+DZruqesG/e4B2bGePQK1LFDtskZSFuMZb6RAXP2NWxO+AdATQFolxNSTkwKmuzuSm+q0Gqa7V+K7XfelZICoVmn5Y8en/+j0+3/XdsRitxPkqSqePMcxLsJK4JbT/OqaYTRb46QmU2eHeaSGm2FwHPRkQtF43uaKzGPio+WFmK390mw+e1YWddh7/9a9DS127G7e4qJe1OvQ2mpDIFWX2CcbjKibTMr5sVQ+mc0UBGdHO0qj76tVJcFC/x+/K/Adf5SeY9bClYpxAMkBIiVJljsrQBo62AY0XV0LxYdwiKHE70Hq5xgOgQHE25+iHS1scTjZd1vO2yWPzTUKL37YhKW5qR5JYw2a19y011aLf5om70g6xi/8ALlzj4T4m8zbYfpB4IRiEIUgvSBopGqRMIGCeo/w17hGOd1obAuOafqiV41dwrWe0xvgaYBGpDOU7Ye0PZRTMUKeglcvDwsI6sNthbQZljMgqcE/frnFp2JtQlp6ad1nAYgNGCF5Uh4Jo2e7+QDEVovU5vZztoJ9dY0o++ati1U4YPFwssqHvgVOd5x9RxeTT/7Bx1/tEg/WmgT0HyYmSJC1jFcMOKZN6Y5TGbER9TvF/xOSyRbUu6pqqOIjCs3rvvcp9xnTvrXVwr+iz/QtKPv5cVhmNshvlNBXlk7sHBJu8XOXRdfjKMuffJP8w+F4Qh4BwBudF13z7tcTBQeKO4fpaGcTZaGXu1YnHHWWAm2vODega+Js6BoRm5iFxpVf7+0uEUKaGs6xOZK8BMYHdByRyAaHGSqyGrm+NpVhDtxf8oQAhhIq/WHcaB4nm4FiSdXP8Qxe7vK4MVxiBUSrQ0I8mRQcifN+V/QkTNlNfcRSfPzCo+8SvNQX4+vuisrGT9fYU6YYddM+xsPY5couHXb6iqS/neveGBEGBPrCbIqhDvruN3XRMhAmr2NGplGzEBv3Z+fVnkrx3yNjX/bIu5RWM16VYmqg4YS5dstxF5WxrSDb14rVCT1p8BlgHuZ6hUbGOQJ3a29w6JCX2E1OrCtphplwx9ItZFE/0qMyNr/fjbGYQ4nuHX7inPx7AY2289yUZxZawi3gS1qlA6RkmS3CpUJhS6Q1vYlLBlQnVE/hFfB8wCfQampjoGO3Uuf+BVybFu242O9dvvKPHlAhWfxmHa2QxR28n3o08zZ6d0l+z7nTMYzeE4MBUECagOHIf9DkzWHCQsPsJoDpIZoKnzZBXVrl8Z5y27Uz2kK0VsJbF2IF1oK4E6EDlsqlYkvfkP5VWQeiQ2118afQkevTZEbbJ7R8YEW4rwMOE7an1zoKJGM/mb6O+c0gueB3kSeS4nWg7PVq5+AH0LixUMBq5w2HEE42lG1CwvB/ushDKvCle/hWqMKEMqohtfJXo1V8wmdeR0sztl80/OUa3ZK9goOzY9I3ZH9wwRvg58WseWYzbiPP/VK7FT/4a4B67eKGw+lcaN04r2nrU8m+H33l2rbaBBFy8qUtF26n7oEHuh2v+wG32Veq/GGRbrUYSteJUqjH0jEjBl0g8687fX4u8l57FrrzjM+F0db7GlX0uph9MehIwLYaxhBH1le+9Ckmi6kisFeMz9zuDRUtAJ1fOU3R4ogmafFdS8QkWLAu9GeGkQzcvMtVLh2qIvEYgGFU8tBKikGajG9bQxy3TDLhvBOBjUpsLv7pJQ8qXIvO9ZAiu3ZpR0Xd7l7excyjODN9zPY14yNW6p/Zbj/D/y1syV/S3VcKp63RLVq5s6J8TNpvuKzv5S/znhd8svjjpYZlDwyrfKOJ+UlLgW7bkiIO4dT9sD0dEur7V2sPoA37FIYUt5kjmPXCZ4irBeBUaQLMF4nVc8RfK8nwImkJ/rELacXJ34gQLbOIxIBXfuSNQRbeuI1lmaoWRHwkjG41XahFv2c6Icw+Zl1aVFjvYeqDq1564z2Ad+k9zKFxnHux/iMhTwce8xvY5yJOnYkLncr/Bm8eTeupXrDHnHxOjCarf1X7kiUy/yi5BNrZFewiaHvVt+f0vJbvCWC1kynkVfQy7fptj27fX2+ui0U2m8U6YcSLnv2qn3Ft1Ig5s7dN10FcwK6lS29y/gLZXr+K1clSkYh3oOsImHXXm08DvuMKiadd4yQIn2O/eXBlDqiG1R50a4NvCTo5dEc6VPZCijLzAdBmc7nnofVQ5Edc2So0uyKkHx3fpon73DGxckj/mbHlCLL4+pjHbkrfTWzd6X7MYaCuq1ntMwvRURq3JZMvo9w8Oz3CsSOtEeVGm4GjbRav16rW2NP4hDGvyXoY9Ou86Yem5Aw6u2s8Jj+Du4t/f7FZc+0dEh7fkILYEHSit9wKOT2w3RmGD2QB9Qp+Davqp4pICOmBs4j7ygXJ3EpTsVN5loQ9FytB0kOpgXA3tetI1oG8apRYFLkvcwSUmfh4EOuyfsBZHvRa6Di1EYVDmyeNCFRx6fVt98x4F6iLFovHRrFoYz7OoDUTiNikZGM6MRiYyddu3S29lEslr1UewZzjo3SCQvMcyDth+F4O72XrDsln2gWzvkuCBzGZgkpb6dKumFkRaBbfC2td24NUtmeMMPPrB2t6suJris/99HEqB1RNWFhr7TucJj4fd2SLpq494xXnSPTRJgsSh9F5r9i+EawAZCQiS8Mhr3sN+yxQ+o2tQ3+DsAuPA/MtARMY0ARnyvNnUqSt3w4juRlq6E869BzpQI2w/sHsgGdRFFiwhdHkvZjgvV+yzX8w3RT9HpMy8q6t3jcUOIxEZMlFKGlxouXsztMW3bZrlPqKVoh/QE1D1RBxx2OaQXtN24MYsnDFSy5mOVExDAJ8DVB38QJUXU9poHWxQA5uT75Zifyc2KPWYTgi0HVS0B64kKCWEyW3vaeQ/pZirRVG0KAgQDGGottRZzdRKLfPKpwMFANicSsd5TLM05IaxZmuCGwzghpkJPhktwLdFatNXuG7QbngDj3Qd2AhQto/J9PlAnVfk+87PABAAgq9nqA9qJZzNVyTGqMmm5Cs8AqQDAU25BQR5vbXuIuJlHi0CWTBot+YlKN3qb6i/cKv/mkjyp/6TGy7a7dBl+IvVk9azxJz91kDijGlJM3QULBLyFLNI3NIj9Xx3hFAX5b8d247biN6XfKL0N9bvDN46Xx3fdtGQGppUyfLipCpncP3KyKg5936xkpzA6hrBwt+2tRt922MaM1LH5kPUAaLIKLttONTjbOhVByoCaeHjyJansjz2kEp/MemDXcOjnFFAx1aaoe2OOwD2aehd2JvKvUIEX/oib91UmUHPWgrB5lY8XmnNaw6jTVbXKqvP6P9TcM6iiQGo0KqOj3qeI3gaTgVoqn6trtuQr/dibWdzYugHn/pEZ5/+x9xXgUVzt93d340pIkIQQEiBEgEAIEaK4a6G4u0uRAAESrEDxQlucFkpxKRR3Ke7uXtw1RHb+c96ZO5nd7Ab4oKXf9/vn4T7szs7OzM7MfeeV854jGSLfqlWNzxdvUQgf678X3dTAqlVjrFoUY1FDK7iRJ1fmePS7T+l8/9Bhz5g9GPdymuhx+lcaG4B+uBuGUhqy2NzNC/iXV6VyMZbroawKCJeSoyN/rZ3rlfxkTQFUHMRfcOFR+aCbX7zBOcMdDSM2Pjp5AL2FtP/V7CQE6TW8GOQzBr6QeHOg8QTwHDySAc+TswrPtD3O3HbvUX0nwG8BEwKPWMSfkjqtZWoI5TjKDh9OywFiBJhQnITQcYL8r0ukSzlNRMfhyja7HiGyLm35QduK7hgo2H/z80UFBJgVERjCj4EvKZyy/vZmOp/UbrN3ix7SPtq2Y7Mem8UQTgIBygbBftJVQW00bYYclpLGcmOsxlJTKFdiv1sW377M9PuR7IWssFOwM4XvREKGz/KXG04epjH1h2poZEDfcTu3567uwT2UPjSJgVDKt0T3N9B8IqOqyuk4BmXvRzIyl8qQwmmx3b30kadrC3kWLpf20/HYCU4+pmwDahBy06nokebjUYF6NFleIpknyL/0/PjXGRsMtJEj9uNVHQCEYKm/9A/4kIHy3wbGNiBpBgM5UqfZFH04isqqSMgqJwNhk5W9PfID0eeqGN7ApXr1MjhxSM7ipuUTVT36PUxmIe1GUekYHeVybiX3/HVC3m7FNijbKDv8W4PvlR+1mLwU0IbiKYxl8ALQVAoeGbxH6V0OB5TtwMvBZyU7dKD3smpjgTU/CjZFAvoSPw0+B/2payHChli2/IWoXkFkT+EQpzgtWLkqCMWRczBWK1AwLgOev7TosPEv7j1oBjxIlo3gavG3Kl4AZIjzDql9JF/XfINFL2YCOGXy/LZK+q2hnXvS5Mbkl9dHT1GehSsEz0VLBecfTikJXzF83UjnsvmWLbKxoXCeQJPoMVMBM6FNXqnalOfOdeZdwfv1BSsLeFBqnfIUV3I17Q9J+Z385TNVY0iITm71cJh8QV9kc99U55gCYzR22fxZ/rLVte12ktHSDksVslWPnWv8fZ2tzp5C11Mxr2B4gMIF4h5GB2E7ihRiaEieT1Zqmv+L46O/AFKhfzqTTQf6GQCEiGMxuO42gG2US6g+bRpRYMJwYHQ+ddZtxk49n0zyU+yYwuKHahI3BjAklSdmBg2KE1dTpN4sTedjFE55LV0IbpNke197QnBS/xL2he+X7PCdPImfK9SkCNMqjpNyH6hc5QqS8gl1FyzA55AwQQ4H7HOePw4jygVt3Rlr6btFGzXCe1SjXEYvkfqoZC5gamcQ33v+NIqoMREu0vLQzl3IE5lwLs2gq39R8G4kamkdGAdencLoc++pwnlsNBBSOZYuOVl93YA/chy+iSa8Q73mKxXjBW6cwLp1kT/L0zxPN+Q2QHCu8a3YVCnjA6zY5cwZeq3KMVHjKJa1O/DQbuALvSZRL2h9qzTnrQTVglsdxW2OooBCGiYd+z1zLIsAd1oNufTK+Hoqr3td/6vI5h7o1E4D2ZXx9yN2Rdww14uFP95ciRYF488B3oNs87+1wfmT5vCXPoAsD078QxUB5DsoV4Mfoykt+rTjdqvoRtUQt+4d9hsk/PB0B3WA+ibD6HruGo/xiXoBDZd4D9ccpFoO7sUU17/ayHO+ayfo8VTnhgqJ44g9cS/QEKn8Np7XEL0Yeo8ubrwv2bGjso7ara/9s2TQKowZg/wHwr+MXE5bOWf0XMhRr+h85hUdg/d2I468ArIWry38QrtqnHOFauIfUk4n5EBHzqwvYVsa5/tVOzyFStcBU4JPoimSc/Wiaxma18pxoRrT8/rNTOdpwPN3LLb/7+AhLjK92JlMrQYWNjaszx063/kSq11WPK5C1cyrSuYtVUoxyvUWGrRO0OfAFWFZw1XrfirZUT6OZy80HY9QTiXCvQS120RqtAksZuAU5VhFD9LsPsWJHr497ln+VdP1rOn6LXSPgKIDnhUS4qKRwvnBuYEHaPx9XroHXa6xiicS3ZQXPBj1gLeKEAi0Uo7+wUuCr8Wei03jeUP0W5kTwftvHF/8ALIa/RjrZxzvYtDyT9guSK8x2SAUJ92oK1eCjZ/Ae+LQuBerkH3G/oxJVHbEWQpn8Lrtfin273P3pfidclTB6Hv/jezlpONGtHDPXdemxQSFZF3bau0NjaNbxmRV0yTwComqEmJwgVAVwfI2f5InpWmxfj+SpsglAKEMT0ljoclv0WYl9Vtln35I0JXpRfQVmpLtFmmSUvVw+UEkxbXE3WbvEQInBx7jtAfwbqj8PP6c5KXIelcICUCJwL1ATA56MjvlGd2uyvdpQZ1OCGgNsEp4rYcmFcIZnUc+osmE15XpZpP5cRwmXdQX2RIvIaObbdz43psUWuRYt9y3UsiFqhAn+AKHEJaJD4AR1XI98J65RmUA9YLXyC1plVuuEbRqNsFuFx5ktT+0c3BtNKCB6alnhLdRqmCqBwgf4MzhVLnoY4O3Bj5gqqzJCXFCT4teTMFBBSfxZerqYemL0jL0tZli2ftvHF/8AMwNcGsgvwKYM7wZNIfhf7wHDBuoyP/4R1vY2NmMukIVCuvGE7arPSXQG1AJVrzQmr43MsreIR1WsR5XTZaplRHVbxbRE5hKXKI7HKAxeEYoe2NZ+0OHlGOCVAuWiU9Pg2PlSpdIMCem67VD36RHHG8kgIrBYD2QPfW7T8lXhQM4T+hwFv+YPBmLQTcor6JNfPzOoWSBJJ29zhVoZ7DbBS8Opn4rTZ/rUgI6m7dyc8PAhG0Ou8BRvLmDmsxA75PiyQ1OodBF+Z2Dk9MK/vG9UOyXYpuVYwMMoPKkSfQ7Br9LQVXNY8YMKWFeOinpvdcLhGRYt3irmQoYEmEVPL+cRYrQ7+t3jrywUqfqCnaj75u+Pj2v3pW9xJ/ft0/OwOcc4pwpL4lzwnu57ArYmSyQoN+L97EZGJJTMa/A4Acjht4wFf4mXTxnx3hyOfZU7Bv/7/z3c4CosZf4pQbaG0qKzxtUuT563n3pgzc3CNMjHt5Wxgy0q+m9Eebno390gYrUSIlKSdzF8kTT6NHYoyMmMGc1QwjBcgVVNMSv/HxRDJ2kJ2S/h69YbxUGp8uZe6zyZIlwCpOq1Y7j4rIXshf0Ron5IakLHA5edzqpALsULIsxHQVKtbS/R49Y8Raz8dp56gm9aIQyw+11lj6WiddMs/BhgBArd/HKurju37tO+v0lcjpIIpfY10VAp7L8u54Yh6m+Q3ypV0kX12mN4q31uvmCRfdfwtz8W9ezdd28yq+WoI1/rFTXrMfc02sar9hOOk5yOR5G2LFpj82Ur+gzg+gWYIDfe71U3gsly9Xn0r9WHdbvwRt4MblmrkjVDnxChr5EhyPCIi+/V4WHd70PxQfP7qWOsfaHJR6cLDr1+eA8MjA6aiJ/PIw44RW8vayMAErb8Ghw/gLGBcwTw9+enKmQN6OK9xlVRdG2geXwJrnXVGJFicPoZKfzpeK7+RIDpXMCwapoKJDs5iRZHzTvvrRRMTfAzC7IfSTA9dCFEP8/K3NkhDCWKbn2wT8amBLxprOo/d0qU5y0oRtCz/CLy2rO2p6lN4MB5cjgNpIoW9/7zwxoK/gY9DZNnMiS8fGKGkD4G4RmKJ/D2+E5nGLNmhkcK0jWsbzphg0aW2d/BTgIMCBK6i4+PmjQJMZAoF1pf3pB8/WCy+JEvyQOqWrU4eh9Vmn8FJMKmuKwGvNICrF+WPcWYYD6GHLU9fs5x9wdZn+/bbuD18/kCBRKWFhPZ612ncq0DkrxbXcfc2scvQwhQ/Ft7d6xKnJSvc/dF6TSgGvikCuXyesFrwjrigaZ3heqXt1AUsd4fL14scbOzQdIWYQqxRaEXlWqYF3PnXsvZSv+bLPnLjy1MMnORB+LfoaGVbRZcC8POTN1HutjBzh7KN/2R0nyZAyEBMRjVqlBLMT/oAj5UnMR1J9g6sS8e8bYM4j28XalbxnLUvbY4Lx+aaNibqBqdJmxyzjEVYytQrsB/sf7K4xd+RiLmulH8wSv+MSEhhCSdnhaQbgewutqvld0F8tP/Jcmb+ymG7aIE74KlXy5F0Syu0uXshZbbqomXIaHhDCr2UbJC0J1CKVuvFbpPtG+wZvDGyGhACH+FVvz1RNnc9rUNPSZl/V7pHgcmqQUvceC1YJTix47WdFGTVmlCT9ohnB60HQh7EhzIWB8AOlJIVHKLG1y2Y65ohjPHN0vvduUv4KQyzMigcIbGbxol/BaCHTz+5aqQ7In47fhO6H4nz2FaJn4C3ibPL/Mf0f6XaaOHYnYwvUNCK6ImZArOXiGhyvLYWARSjX6/XfL4XfTFLBkwusUooYAhAA8zeHdulnEn5G+PyQlTb2NjG25uKAMzsqO+EU02GdIbhjrxz96bN1vxx0AIjM9jMQwKdN25Grl+wYUIGCsUJ0UjY6EyTGiAYFxI2jCwAKk3oC2jc85vzwY82jAWAO0Q+RlzCxRGUYkY5GYdyDcAm4Ny0CUxTvLs4nLvmfse3R4wxmYwtgUU2mOf8x4/CcDP/KRTLzMB95/Kr5Hmdxlhg1777qc9DtfbAIla8uNlFoQupy+xzxKNPX/LuBgwOYRyoSxHn0rzTo4agg1R8Ldh65T3wdSxYsjXzHcS/Rlg95kgPrQX6XSQKLJxFUlUfKVKSlR6QDILEfCwHPi5yvJw4l//IT1uvGEGxubYadeUTkf7RIwYKoJDZ5ey5EvyDg4DHim18DjSspA3ULrWvT2kov9Uuxi9NHot+6z59Exawc/pByXbWiH+YLc9Q/syCpL2wuN6v4mbb/N3kOUZJeF9yxCa48AmjZ8S/hFdJdbd19FfWKUHMd5rTV7Nb3vdOIyKz96o3KcxVu2pHMA7Sskg7EM1TozVUiUmtF4ySqNnWYS95Qkhcy24VEGT+EsVTWNhAG1LVbstwv07AWPV01bSqhjPLxwjbBv5JRQcAD8wMzxIvRCOwMS/d49vakRFWG8eh3eoBqyMuSWudzRfzrAC6ym9ISXwkm0TI22jLXFetQ1oFoOrB2Wi07BDeMiDhwFoPX/a4wNRm7GcqP6BNpB/P85ejuU0ARctlnwDdPNyPE0MoKYloG1TVyWY/bm9JjzlQW3ySspTwBplJCD7YXQw60Fbf9bUp6iVK9eREzO+4LM3Mys28VbxKsT2bs3EZTzRkCUXFUsf5bZLPNG7o+UkqG7S90rOKjgj1Y1epNki83Y+0LRrT1TAcpTfoNDLnezIneqoas17qKFLOkSvK+rLIVSi4wTqln24y/Q8QZt6fQublmJmzvismf03FjZX9F2vyzhYeBRcKRvdHy8chycsxed67JWEoEo5UZV+p3Vf5K0xfs+eMVKJ45TzgG6340kkNWj8A+Fl/POcFTSyOPBhAf/c9Up0/LNGPwQXpXaG6EyPFf35NdiwItk9tWv21i7A0eVc9NgxR7x2kieEVgLOa8O7gN07KtleIwleQA4NCOrDFIwytV0zTeLh2ron8JnwOeouXB4JfBzzKdYxmJRZMFYwdgK0YIvSZMJyasylqn1AgOsDzylAY4aLAO1KAwWJ+UCPKWY6HijZ/KQrBs+krGR/1XG5u8YJMvLn/hGkHWD9cDKhnXQhKcmu84RWFI7TGqG1PW/9ow13yKpSTZcdVlXd+pa3rGtabPjKKePIJAeKlU9rz6Xn+5plKeJ6reQdb94xaQRaLphgwLyE//ARYNOaYN+qYPtJIMwPEXwm1nvhvETUCFQlweOzb7/mteip7BPU2n8jkY1ZqQ59Zd6pixH3qfflP/3abTtgr90pWNFyTzXL5toHb+1IyTQ36XS+sA++Rcit4aQl+fBSAcLonl4rQqJlF6xoCZN1MendXaLsumx4rLJ348BL+k9vEMupVzK4ngwQVGK5gYBCpxoriVwoswKqBwPJ7nveV2qUAE1LGtB0ecgSuOI4+Iteyia7HLzpuIdI2QGkhyd7/DqoOoB3maO3wL/jgl2QJcol/I4ZpTXAyYEEL8Pyt3Bi4KvRh+JVgwNftOn5IaMx8+M/YxpP5AxhTmym3h1BLn30dR30A/JvRhw5IBmhrcAnZdpK8ggyetDnQHLjMX+vvjE/yKGBjD3fLHllGRprdmz0fujrAMqUZ7XgWvsGWHQwwI+WPQd2Q47ajqPk5iWDsRw7vrev2Taf6PVkqpleHelxE24G4DXwrt1I9Qw6CZQ0lVhO0jITL4BSywtsVc0PDOL/FjkRP7fp9M+bdpOP2eqsY+VGapw8VgNfmdyQnv3vCYazetKud6u/5pH1GneadRhCq3Gz3zkOWOcBHast2ALXH4A/TBZIDNL++E6XRW+26x0S2cvQAhaQlwjpBQntIWjZRx4bLw6eg3waOTxgxhOUJ8QcjveK+YKzj+clIxin8svWcHKVcyFIjAk6twa8m38/EQeiLwPb4ADH1FZ5ChoOh5gqrh8b42Zkncjq4AanLvAunUVrytHYEt6jX433oKCbfiUKWPyPgMyved1SftbTmwbD59ePsM5xoa0nIzwNoWGF/rsmmycRAseDl8GFQQsO8rYUXPfQwc6MTyoQiXkUP9gbANe12WsLl+3DmN1sMyY7P6LT/5/YtATB14FEL88pseN1mbvNeLw5RMP0Hg+UegmE592RtUhukl6+gzDzRCxI+pVke2DKR8gGxk9K9pwmjZv8XpypcGAfoP6mwYlS652RM8FH3r80FxCMhE3JBLY6s+0TZftwfYCNgxJQxsGlqE5Fp3tyG8Va7r+jXJs8u9ymXZUKLB8XIp1s+//zNvjlJz81Wckl5ttuMZiB3zruUhuOKzx06/Zq5eYrRvxRoLti2EoiK3ISIjhAP22Ig0b0rqtd0klbXhtHHgnAxPthh58blz5wxAN6UI8vYFZcQzJPYi6tUckC3YF7aVeLzwgxGuIKg3oQLgqAzhvAJpzLeNKCGSoJ3AidY58Bh8wigAG1yG8u8SJg54yJJ/xm2yzU9uBGKa6ol2ixPIS+8Vw9Z7NkENS46hPmWoUJiG5X7yFROBVYcwYhPUdGeuIkAFEbfDylP0g6Yz1RKNj7toCgQyWQuBvcH3DNoZd9untM0drpc1t7jvYB7S5wGSACQ3p2w8tmJD8kszWgOouKnY/MvYjlv3CWKaHo/F+kS9twlgThEx4EJC2t/hdCFkit4NCDpd/Io9Jfd6/tCH42w0NSsNc8B0D7QhI5qmTgp1O3mZ97twzMDrgYHH28jK1zcBJgfv4DR2+Lfxy7sS+ClrYYeK5dEufgt9Qcm9FyEGD4+CVJQzR1f7Q3wDGP3rSjSiUqSubtzNAhTFbRLahlh4+7eqN6ZpeYXlnodqfFYXco04rHkyu9ofI8IT1H/OqtEysBfkT7+W/ZJnPYV3PieFZtgTfdRMzqmlRfQfHnC2fjkQnEp6iZ5BBQWEsrJczMBrL7SdeF2AMYDBKril5WzEKYiih9IzJUjbWYx4KOaatfUcd8vBAE169th917I3PytlU1Yo6GPWYS9Ri5O+TX0n+wutB3sqc/pTitRZv0U3KCd27B1UNbYWkWc4T9yRbjX4i2I7/S8g5d5sYQh6Uzt3ocbfFUFAKdxutJtVSl9zFu3A2BD6OMXaM5xXpz4RUsKlBsri2uvcC5TDh/2TsT+OE7AHGDiDced/3IckE1kp85zZjt2/IyV1UlSD78rHzC8aKCPSMjmcdY+s4ZOX/hLFRJ3NZt4sXqUIkJ4QpdCnSoIFyM4R3W0hl2/flBxBry1Dy8K3ht+HKkywMNSRKnoFu+Ct93sVLBOcWHTZTVQI9Vei7wn6QjETlyYSGlbkR+H3gYuzPlO6RGLZQEycmhkXSA0PelaF6yufw9xb1l5DXtqlABeF4WDZhzCg/ocqSysmWw+4ZJjbDu60BBsl5aoahsumz+TEUA3R1Jv7Ow08gle0nXdSznlczOI/jnzyDEoT6GD2aeC4gryhJ/O0OubxR+oVXAli+30hZb0n0JOj3iJ4kbTsp1VDqNinDM4MniX6wyH2RLwoOKriOh3Sg0/ig+4LL6gZ8VZe8V1yTjkfvGJwDo5Hnt5XiMb1Lp4cUqEFEb+iUhTVVSpFoHcDYAE7urWaAJFAjtuFduvTnuKe5ZhvgHzUZqwk5Jc7wp2bSzGrAOznP2HluGKCeos65fOwADqcZY82QD4J31IKxFqbYAD9u8r6nExXdqojnQV2JJ41bBbfaxo1o/+RQiMWRnDSjnkAJPZ4IFGP09058mRgpbFPYbd5sZ+VmlYsnHHXDXujN3rQ9r0v7MUIJv29wxKpxeZSO38WnoXofNt/dE4oP3iRoWm07rJCxq4do6HLaZm8M1zuXRlODNVm3QQoZHymensYpdyvkOMjATZyl5KVyTFnylmm1OcCZo+mw96x2uFEOqOWOs+rcF79nkNTOMWe7tE79ZcvEe8KTqmliOIQ8E2/4ZHYuvqzHlcc8rPNYsEawKFC0ncZKVyTqTA3Bd90kwXacxKdsMfxBauTJ6umyoaLWAQjyfdR9Afa+ljsUXbFsPx0V3Ae2OSYaxNz0AIHhi3/8Wn1dNZ2PXuTJ7ouuvgIkUXheCWwIqNAAXcsVFBQmRlULyKcMyoOIu6vBWA2+jEvoGqPtszwH4h+oSFFV+qckmd6/gnizgO0esTlcZtwg6B0CO7/6wNHvweUn1AOhBHIO/8SPyXTsvAKSLzY2y/U4cK/R6tXv2ybCJoKPF3asyicJYu1iv4Vfs59wkZ74qPhY9PzzqTiRD7Emaw+yeosOKERZKKUbyfG+b0CUXsZcHDI23qzMsJF8sgDs17tjIXLrKabWWjgqUjDqgdCr7IgRolf0mymjGLy9eYpXJ69VYZvDSCWCN3DS6H75subrBRtyfL/8teP3FzPKxpXGbVVX7PiwyWsTjG0UXVzhrgLOqzNvXsjG8k/gjUD5EkJ1xELYYtM1vh+vn4ZSfkeTJ6SSVb+DT7RqInX+mxos3SN6l5f4vUYtJh9AzUAeLr7f98FT1vm0pBM+5E166OFWAs//0Hro6Icno4Ip2NaL/4PTvU4J6yoAzKbeNleQBVCOGBrxPVSmPtOE3sjYRuMyNakkiMu2M7b9S8yzD56PWX0IdzdobtAGxXiosuXoOubNgCg3KuXQiYG/AZGLPAOHdkMXCPpA/+gPE2NwXgExx5CvrAuUKm4KJIffc1OIHs15asDLb+eHxCOQnsBIEFbiRIWUnFPmv0L4kmkSE4XlpEkfY2iojQE3bFDT1p7fJ95F6JCvR8F19gXtA5En0eQJqoHOdZJzHSZ5Gdbdzj35IbSzMNUz4ratc15I8ao8LT1QtJk9L0iXNP5DwQGV3N80zfChUUawHPnApMemS3iVqgnv3t+4vAvPCIlPHnJi+P7W85Um4fkbaXK/SHGZdkRwTFh62/bb02/VqgwWHTffJK9q9ESF0hOlfasBx59QWKwCR2qK1J2pbnJUl7dNnlP8gUDMVEsJRvmRGyEvjDI463JGItnq/ZfiITqUyDsXlBhk3Ps/E7Y7ez0uylhRhBJIFGNK3WPsHoXwvAWlyuTPJlMdz1g8L0FDoRaGhrfwZKXN/W8YWX4ICgNyd/eW+guiaxYOFk4oiXp3905EWRFPdOtc1hV5fxFwIOrvw0WmGw6w6wEFxv2jP8y9RAm60EYCYmZvQM5jo1JANDUA5cfvwTngyzDx0WCntdZmRwI07GhzQRvZfjRVO4DkheeUI0DpDiY2OOgolRk2jHTCQaRl5BXQDW1C/wk60n4bxgqxZ+JS86+aKYU3Uxe/LXmgZbrDxPOm2wBMDIuRrwXLUc+k95UnHlQ+G/D8pUan80QIjIqTQ6BDo+BFwXtz/ryVPi+45gchcOMIIarPgOdL84W9TrawFlD5UhtpkEJRHgUG+Ej0k8j9kS/4wyjiRH3Buvf2WwZkVElS/kfT6SDlz/w3fSv4rRkiGYPEND3I2b2WLhDyz+n9UDTWbgTI63D4Kv9ugTndnsmQgMNZXmdiBly0SNkvFyzs/+ydJuFphvGhvJphS4V24H3yTK3j6k2lbclJ5tx97gor/WsL9zXa1zwHkjdn4QEkXIjvip7g++6pjxlIAnPQnHFimgPu/q3D7AfQN+KSGrykqh68QhI4OfAIx36Y2g7g3abKwJ/1R4h/8K7gVaFLF96Yc3QeibITidksUMLK5MeN0evGjfftSwwfw/l5QQ6Fd/3Cy+EQcyQ7TeWqyNsCZafRRJP2ffMm1x9SGg8xkNj+av58+l6n46f5ctcZf+odR2ySDGThum3Qr4MOdm1oi0QW3GqWJuE1TR5NwiupHUHxHETvZuCLTPB8DkS07r3tFq698flldecRcdXA2h1SHex1JBiHUIHzUZPahiDRL4A9EOcBXDiosHDQHc5b9AkJV2OZJ0cvh6q1FvutG62HLC0hfKecp2NwS/ruicnwTxxWw66/y9m5zonso365z5ehcoX+K49GHvFZXmfOGYSwBgRgNabtydIo4xgarDhpUaH3nHzLfpWMYtygsdK1zJZNDJOVFgunAc+FwDZ73+p6//UkI+S8dAntDJ/7fodRgReDsGkHYzuGMDYEQndf2pi8d56a+4BuEPGmKDa/mMmkE7wceDbon6Gy7NBCP5paD+VHInsSPaG/g5MD4RlHiRoPzlmTFRMcnQQuTtZgxQqz+xEnjU9vn5EwJKK7nqwAyPZHvkTvD4GykDc4FPXQVI6KEtGiMaP9wACiIgIUatUpU5RWBhih2EESQRQ8LdBmGoWAhAjmMP7Op6Tt5Y2MxLGRUV9T8hirPVvKxQC96pizmtWYx+okdSYmQulzvYCEb+jhlgK4Wow7v7VdzlI+ZViOgOPq5QsZW5iqtRDccwX1I90rO6evAdALmF72khpij5A78mjVlKBd8YLPyjlEGu63cYwQerCV3neo70rRY+5v2WG5Ycd479vPWGSf+IA/Br7zXjojnRsjVNj4a7uJN+l/z59nporn2MtcGEyGnlNdiIaGlimSLi3HovXAJn7LHZfpB0XDnEYelU1QkdlBs4PWkdc+b4N0TCr5F/KUYMCAMFd30yMcRwXyM3o0/wvD7AcAj8mey9J6jNWDjg1QgtyCwnAASs2F0MxVApDboOrN5rALf8cPQOVLnvT3kCsCXgOoViQdfddOki7+N7f+ModzIDQxJjYmuhllQxgPnhg2N5AcR/4GlalM+8BNCe4VHAv6dVx8fDJ9jnBK3aipAhPiDwoX/NwrVJn86R/auTNK8GEbw86C/V/KibxOzV49ZLZofP4qunOAoAD2up6/rqk2bqPnomVGlTO9oInsNVw8n3vxe9BvpPQByX1NOfo+EK5rtM/Qryafu5CQ5pvf2A56Y9ozQBiIlg+0MwD0F//oman1XH/ckhK6s8pLp14TbineF/73jkvEfjyaeszlmCCP6dPfqNfJkG2RBwwxzqWxkeYAu5Y7dijLgNjGMplMC2E/iNk9Fqyk81Lwjyl0bUvti32p6XVVaj9w8SkHWlJWafx48jjRywZFC43Wma4LVCj+oerOf9sw+wEvfdbcXSo1xUor8NgQ9Xl/xvwRTpDn80uxiwBX4ckOORTDScQ0HCMCPtXPffBQUaSeGHGiG5NLY98+ffJvBFpWuQmBebF1odZ3gpMDScrxL9V/+snUPhAOoaLG+2vQewRvCnmJoDlB62Vg3w2dnc7J1PcpyRvUtLf8xLsv7t/V7MUI6yohU/s/ecNvWLATAp0pyIRFwHQANKYA0zCQNNVaWMDQ5ejRgpKSoDVVGvmOtBA0ie/Ml+STwLh3P5W12nWVDXj23GnSkdS8SxYKGmePElS5katIoUUbH5KTkw/9w7sfthr01pAU3tzocTkjtKg5/WAe0dDlnT72DdQmePMngHQgSTf4XnCrVjgHRaYXUTzXuAul9bohD5TGUm5srEff1Yuh6C3lu+gWF70Z5dxysnOVDA6VtwFAhNGOHfQjATlRLWy5nYjVtXVnnrco3fEH1uFIRu7MuIGWDzxMRO8V5W9wvKBEDZnqf0JP+79lmP9AwyzqrilJSb4OIwo9KGehGYnOTnxlRk7rk6Frpbgc/R28bweeDmQ7nEs6R4NykleykEA25uv4HEMRoBe9G1OfZwvNFht5uo5gn7Q9g38WHky/R4bvoRhgpkrEtbdB8Wjce6SmdjTmGyEqTMi5cmPGB0i+zVSlxJChn7KeaAxJR1028uAS4bQAxxk7zkLadZKM6F3JWwC4D4YtOn4Q3nst/U0qB5+spechh8f8Zem2ZWtPy7dwRkrOuZv1rNKEFVkaCeR75PySRb2FmzbL/EJb8pcTSMUgMV1w/uZmihzSnYIqgc7ZMc5r2a+KEbAc/UwJfTSdDz1g/R9L1SjqJL+Urq06apMYcuykbRgrNZQbuY8VrFTLc+5Pr5EMt4xuvNlx7CElkQvPzLJW0iHuheBBQCyMyH9hnZqzZinnFh3aWFY6MdHgnEf3n2f295szLHzUmbdP9HCmKkRe/Z8+/8PNz4ASBdJH6qbH/8vD7AeALl8OcBDKnYvV8zCo0PBCM7tPDHxV40i09MRcF3oK5XFMOmhYGzeSUXizN/IO8j9/x8H7fOMzAvvI1zlfgqnPQeiNz8tuDHv1c/EWQrnmW4Rs/Z9KN3/3S09FN/gAKzt8Dp6gEuF5ZkVIVNGwDTQPmtoHtLLxecCEAKXXiUIzJHalGzZd9BYkCoq2+27zG1jX7cJt5uYfUFgMUoC6hHJERLlvlbYH5JnOMXYOl4j6TwQJNLbMwubsPYdcgltg3Qm0XtUp25V+r1Y7d1p9PYJaIpzGbH1rUabbNNbvHnkVtuNu6qNOVEgDZCHmRMy76BPlU1jHY3f4xGdDUsxXsoJbr7ig0dIk2mhlfy1Hz+tkYGo0Wp2RxJbzEzaeNvljz8am+m0YJ09Y41K7nqgwJPUJeVmnE6dZ230SkrvntSc5527N2lPCGJycTh3XbfZR3gq0GJx8nFpDuHIDT7rz7vfGa9Yo1ymkfftM2/3mxjPxWO4bLBsio5nRkOlb5SvkbYgqA8vgDYF8C5QW4vuItvuE4VrdxsqMVQYlCgim4JHiOn/pyf6lh9kPOCoxPshxHyodxkYkeHLgDjStqb+DMAp8q9AaKjKtyCoYAVO6Op9r8LwS9mXqc5Tr8fmAGUWJznAuY3P7Wzsebl1rtmBA0s0HJo2s1MgHL3WbExQDRJ7CyXnFqIub2PWgMYXtoScLOBlQUYrvT7r5p53NESCEtZNAcp4djr66o7NM5k/BpYH1Mo4lsF4jcI6A9J1Z2tqT6mWHo0c1g1PIsOjiH0v5ndJJUynUMaMZTiFG7803QQQuGhlK5kfsjHiJMCnTui23H2a1Zm23H3M61X7itQyyryFp+uO5ixEMX5y8lbHMrv3hm+D5NZjQ4h/IucmjOhidzD0qPmBkos7WoBJ46ObIRyxfTKzCF9TrphRq9brx0m7o/tdq45Rp0mOgsRQa3uJr+1FH34BQzIDHh4dNcnjMHHLnJuME3A5gEdm8AzWDpd8HKAHUQe0m3DLcn2ofNIo1b65sP5u3NxkfulZ164rG1jV/90vS8RVvqVB4TmNsGq5td8Y+K9Pef+Mw+wHo//jN7mSpjQNiuEBjj3FrauRMue5tm87pAb/kQGgGIBduXvtC9i3UjWzIX/Ck7vKmefSEqEXvE3AP4g1hm/BGsGuy7gTxr0DQjHsi8BJU6pcgZJJDtZkA08HAQTaVh1TePbyHEo6ofwGpJAriJmwHoneyTIvlV79ScnhmUNNUaI+HW9gMyt/lDIUDI2ITBAjJgxcme7Z8icqNnbNww/uM3T/sESJoup5TMCW6QW/TcvZVqQcAnIYkrLWjk67CgDlus3eJhlSm+Wy64TjxsmiYI2+zoMbHCxUF7TBVYnXAi9foZ0L5HkaTEv5zgtZTsrPHVcrX+Ha7KHhrNE1Y3ODJ9J1mG88hjIK6AssTRgaae5KgeLBwsvCxbPmrwhOMCo92aLIe5XnKc20JvygZZysrhcRKNQwQw5lGhkHQDH79LvxYE6qgGfDViCEdrUP5LJ0OvWis7AiJbkM0/ra9lhOPTa7Za9OQV0RiuOCoyCPOP57M2I+lXV0W1nWIfI6SjRO/Sim96YYNUP/4IaS9dN5rzlTykxMZm4hpRj1N/4IJ/680NhiYGDzuxI3PpXfHMzb+Sx84BkqrYmi3Xo1wDt8afkcMfdaKYd9DLOuyJFi4qtM8pcduk3XrcDM4tt1/64JrISGJ4Z18InBDgueXP/1k7SRU08SwIMXYs0N+Knfd3JMAXkNynJNWEfsfbjgVxWdQWBeitnToePwe14bO5lN2KJYVb39Yz5vWuJIlTbZ2By4XzOY9y733HXqfrf3h++3zRu5/YusiVG6wXMqTdDx6TUHCluzYEaBKHJtb8/KrJZi9Xs+q/fgj7wvLHpe9Ruy5uHSvJfMMQpu8UxPvIQnOu6hR2bPOZZ2HjilnkdZ8vWwtVjwwawDa/HlJG1TzZ7QdoJJF3/16yTE5NHrJvrlNhid0T23aR9z5uHSuW8VcfX1NsgmC2KrTybsmvRz5PTwSU02YZCixzsBX7wyaYGE08JqjvAvXm0gASzx0VIKF2qHv9KKXmoO5FGgiP4TSMwEvQVuKz+R2hCT3YCrdu3U4+hhhU0PGGkJcEfMmlLFMnMX/10aWH6KdHYChJ4w9war4H++hX/x3Hxh0pj2aeHTyG+U3C7y76L1SYz90djoHLrti3ErBh1d7rxWbXa1u49izF64v5Tj63L3/i50rwbtR0s90QhCuYD0ZeQwkLS/vU+5qU9jd0LWhd9T7QehI3wWylcTn3r5Vk1+3tbBeUKTzKenmhhdlaWdnaWFdCmRWRGhlYW2P/i1e9VE8l4EvaWKEtjso7PaKFr4P7yZ497giU1g+f050DP61JYY8JFe7nr8JeZY8U8c9YsGtupKCAz4Dd4/4hNe03naEV3+UEGv0rXSl0nM+LgVPeVA0KOcD+SfV+hwcaDPujlnPAy0IhGvpckbqpO5+6QVN9PjHT4B8jj0Xm0qh+MLgXVxPnHU7f0u9Dd2A629EI5mdEu2xCQms+YbduiGPMxkk75mDXkDwzeAaolWg1qzVGeFXWhphYXjDbVaj4Sqi7AAdhmtZ1+piOFtP+UxFz6rsi/d72bm62niUpI71ku0PCeokMXHI/Asm+5ceH7QS+j6gG4P//4mDEi9yDTxdjY0HAHNcm9p3qO8PvEqEEE90ob1EL6SN6NWsizkp5SZyVs/ZsD1j7fEz29aUoP3DQztTRQesYyAcAiGT2j0mt54n/+xdC/LjKDiw4BpTjaYwcuLklHIWAO7he71u3lT/HpAIIRxSSsXdLlwMiR101LWfJJ+S6+vFNzgo7Ot6i/Sn7XMmswbLN5qbEFGt9whiyPUttUKYQiOLQzvg1gsxlGjNmm3aZEjorRc0va9l4F3qLlgANjjw81pYaz2/YuyrFoy1KMSYpO9tn6uKYmiGpgveQ9TKDpJ3YPfNsqeiB3JNbYxY2323jKtLuvZbKfdXYkmJA6V2l7rJr6lHS9+lmkHPM/cqIbSFZwYsCxDUsnckPTRuvpVDls3G948SymJU/2kTcR1D7C9PaJgYSsc6jD6ccT5iBvxOAEt0goPkizEblpiSDoCjc5hbIiWb+bouPvkN9mPk2QDvhPeB1X+6cJqx0+gIb8lYy39q3vzbxxc/AD6ANHYIcCjuXNypfdw5KWxB3gAdz7nr5W5VdEbRNRLOIi7VKqdVGYQucPtN0SbmqpWrCdYN+T3kCC50T8Z6Ful4jCbzYfdg/VBHiy2FEn3nUk5HNBbIMaCTHSETnRQZgGcVVv1bjqLGvYSEuGtp16rI46C0L74eIWOIZsFw2Ws04dp+j16omd8wAC9Hsxy0lXhy2HjYDHorjInqJyRrdeldGevKbLLFYblHr5v6Mi22CfZt9l7TVp3yi1fRRj+/1Vnqo1ruSJfDhFesRJtlcijzF+t27k6G96IXsjVusCZPi/yLi65t/bLYnl6C38SIE+IkcVf2/dX8RThGsMwhic6fxsjXlc4RMId1PP7Y1PHKBoWqNpBRsfALm8QrQApzodHwnPXDOwrzxHOHfBuQ30gYu83ebbhuy+3XlcSx8eh4VMpfITTD/03Xn1Rfe6oqDk5JlY3VCxbWdYBCwIVl4rWxGHLrnW7EW2l7NabvNL5/LOJPkbdiHVd3KlHE8n3nLGIgbiee9zbSMWzYQJ4cL7kXadjwS8+nf+P44geApK5vku9U0XAkqz2GpitDUu11GqUChD9w5MiVn4v4H5UPc4YLhgj9SyjN0/e7X6LEsDZ3obr8qcpzL0ri9HTsG1SwSDRNXNfx65arqOzdLq9JmQsYR/Ku1pS8wAmMKjbbSDemf2TvbWoCIciWosR9QWvxeIFfzXfeTdZKLn2nk3dLhHbaMSR7gYMgHxIfrXF0vGhVED9vV2OG8L2FjUHfWe2IHpTM1va8fo/5lGnIely5aXJiigOkVahEUXl+fMB8LlTPas+V2Av73H1mzVggCgE4/g2MbQBl5P4cgckwgAbbqzF9LdGaUvleznkMei31Xg0R/684jviVrYbfNlNG1wtW3df9Re0h4IoBCrf3XxllZt4Y2WTdcarq5QkLY+HdR7CvF+9ljVadYM23XGS+lReyTieuZRifYw+IExheBlDCzTefVTyxTocUT8hiwIt3udodfGwZ//iN8TGJjwlFXVR8kLl7/zpWCj87HLnLGv2+XlkXhl2WaKEQlodl7iHtIJtMr1U65P9//IuMDQwNL6uXOx8ntF4bahCitFtdUshura2kNiKkLiDTFqDx0aSxUenyoIeLfqjM+O8xshfxn4CfB60NQBqjcgWDh+XYvvjUpPyBY2zR8Ry4aGo/AA3i82aLg1Nm9MkvtPil2KuwGa1fapLSBevBb4VCnhETMx0b4JJ5I2Mor4OnrQmuHXL5K0+i/ial4oNyerUffmBaCw+7/s/SULrXFa7/vUFPTv2lR4iDBcC2siNG8XYGTZeT9zSWOgMPkOmsC3LMj2Oj1bce2bkKxEUrSDkPLXSx+Hb5CGk/iv5HaOZTpglLeJOSaR2TQy/knLogRRGSMx7f3JZKyHV+kSgZEH655K/BSicNyySPotpmVvu0HS+RbFl/90CI+L2Pfk/ZHHS760U7MLtY7Bu7sZczzlubvReYa8Hi2WOzV5YoRMoIVj02ZCTD+z18xoJbz1betztwnnGj1Xb/VcXoAKX+mUiy/hfHF905AQERGv1R8u4tHzuhb4DDbgILrg09H7cx7AFet+mX/7r6OyWWlVD4f0FfYArHA7yPnMw9r/xQ6DeJN4TTlHOiZxRyGbka4+8BmBe4NUnOCdy9a5ndsjKVabeGXzK1vv8Yf+rZqXgm1sBIcqJwbVIakWKjUZKevPgfSF9UvLCPyhMzGSPKGxhhZqwHZQDgrPrco6Rxvi5nU1mPq9dkT0AKOWIHGfCZiIasu7Kd8G7dMu2rZIdxypN/SKpg1fH4dSLW6nNPQT3bJEoGwjnxlt4p8GsCroHhjr7v6F6RckBABw96mSYaiXTFELTaKXksrXZKCgODkpMduky46rd+vGDb9odDLLTzr6Lx+oF1PSuFRb1vP2Zdzj3PZDhgEKtM+okoNxAi5YvpIV6bjPXqLrjK2h28KU74N6CBUJfMtYMeva21tIJSSQyokXMSlzKZVN7ziW74SyXfRTmaH08KUAu1H777Gev/1JDlEFW/bhceZjo+PvAwE6/xl57Q/+bxRXYKTIKfTtOuzKmY1NIX4tI757fbhEPxsde1gjcScyLmhYWTRfkyl0oLVY9E6zn7GnAUnB0vaHbQZjmvs8XWy7Y2x76gX4oz7EMuRPmhlnZ22r6XpVi89cyDvATNB9C50TGlj3KOl++Cmr7w12k6oMubg/aQ05FzN9k5slgxfJMCj4GfGMlq53C3oQWWzBU05rAieFqXTkw0lmulXh1epm21axerMplK5uUbr05DgrlOgxXKNjQtd9yWn6ynaULCxZelUzK2V7Cgsk8iEcusX8S+mr/M3ARSh1HZfzwixNcaLL0vP2oUvgsDbDfyOIUclgX8JmnLJ1DbgV39ngeI3xnrRvRYRJSpKqVKi6T776hCphzb07eKYVFJBStjwIsUVmv2LtFbW6U2hLIXZBb5rC07Yk266MkktfK8F3O+khC4su0zFtqhT/+ClS8/tHMTNK130TnUJr5IV3M1KwO5GJ+y/YkECz1UWNb3/ivWaPUpMQRcQqKC0IjKWeSjiMKziUFYBGMRCK2/tAH4nzY20J8BWfMVP3uapAidHjFGxEMAt4H6koxId+8lTbaG0zq2+WxJPIxz6KBNwsbDJjjmVMw7g8qQGF7FnY8jljnw6xhzyjjXqbpQMQCgdUDuwKdsRZuijafWrDH9tS5RArp5TtiazhOlAQXsBnKRd4yS2yu9KLqjnx40CV5LftEX2T5IGJ4YSYJcnN0eujkHY7ILoQfbCe4/L05hrffspYpF6z17qC9KDHUyXQj0NcHA4NigiIn38IZkcTSXNnv/qubmt9O+0gRqEhRv/jQl5MD/6GBGKkEM7bw6eMUXHFxwsnVY6ZHyZJYmiorAK2O/4l9opz62A1+armo1WXtUM+hVKtgHA5ZOlQxd2+3HPRp6tEcLS56FK6V1C389hg15l4ZJ61QudCrlY7A8sg+xOZJX1+SPzVajpXYRwtXEP84wLIlpem3brX9pAyutN2c8lDHwRapinPB/90v3nDolHQza3UfQ1px0Rr1up2o/CmWqfH9Hk5SW+fdxeRsk9K0cPEgbHLkyaGAZeSlUTkeexoTB/tABXmKEqhyvhrGYscXZxcfClzYE/3PGBn+QnMBuxxawO4bJW3Vj2Eu5+kEXYGAxp4NlLki4lsonY2iC56mec0rguIClFHJJ3eW1eEk69oyE2VAP0RjdEb2cTF3YqFJBHtdqyAWT4nIWiSmCt2hECrT22QK2eN4AKXpZ2XLWyPWT57TRj5UqhmroxBBkUNnhwg6d1Q0YHS5nGrWsxFUcD7yu954baEZje9CKtnZUKFSZZ3i4IlGLYcxHA2MjhjUanc6j6Iyiq9XnAcqWZBy6HJFCGiM1SvWwdnQv07FIg0t9K3wneH4j5Tt8SrQ+TBet1Df9yXsRDYVGRh4jF+I6c59gPfikZMh63aB9gFHPs0fMVqU3KU+oAmZDJa/E/k6CRcLVt+rfgKZNk55FkrFChCpPo0701pixF+Rs+M12JYsuVr6r8iw1Q5LTnX84JWTrOe9W+WYb9bhmktGTDc5HkFyh6ACoQO46uZs7l3CONBVimxp4mOK+QEPtPsb2vWDsBd6vZmz1/wVain90Z2Bzxy7vMnZXo9XYA7cC4zE5wIFAds8YI8OzuVYuxdAYjBMx73LXy90avVA8tAEADSVp6CRnC8/WpPivxalFAd3nxvvHugjDwApnW73Nb96VJ5wv22KrUKnuguRvGiUIpfY0TUfotqmUy2sdY3kg8objEZ/9bqTzjJsST0EkSMsOGw0No+w/7krlpdaQ9oeFN5a2JNQO/h8wB+JYbPLYNCI2QJf8+c1VKhTS9RozMnWwk0gbcj3Qu1InhDF8yrVR02BE7Ip4Grkv8mmpk/WJQhTrKD1KBStXft81QhuKS5lh27F+VNnhF8jYaMQ9NN9sXiJXHpqvF50NWt/4jcPkS9IyVdc1qmABP0af40RejhNOpGX76Ti99l83XA/NdP4ew2r0I8HlhwPp4B42DKmeZmBkmm7YzENIz1Z5d/H7RF36J+9seLJQb2ldAaFUfI+mQkCXs7LhvpqRl7Fy8P6QexgAwqiDUQ8M0ORi2A9PLyuydXgv8GhgaLg+EziKONPhP9Goib9G4j88EKEZBRxQOcY+SP7mfdvNJ/4rzlhxtUjfFzU2IeKUwi6JqkLI4DiutCX85fmijlAEaFOLsVpewU7f1doZQeFQrbWhyXWnFbk7o2u+1DueNkJINssEYGNQbVIjXflA2wAldbeHXzF1DNBe4mjjZhtC9UPHB6RHLQq+AiNDxzK00FUcYwXGBgBrgqcPC+uaIWZWoGJFvi304+A7mrwhdQihKq5jXXniEmfGnHHj+U+vdDnHnB0C6/cgA7kKwCAMl2uhQurjYpUmSAhnVV+WyQsGgFr+8kOU7dWZt9uxWM548ujWh97Dbwve10WwHnWDDKDrlLUplqMkLW8bX88st82HNl9MLVS7HAa+FBJcfPYGxSYcUHlSZnMk4ArWJL1N56/dm/gtBHUq+scQiub6eQutZztw+wsQYVmPkUCNKM2Dm5i8GBV9afZ6pTeVXB/5IAR65n1uUG6o+PaWKSzhtVSh8q+TyL3BotOLEj1t1IGoF6zBsu2ZvNZvXxl6T2grKVy/m/K+3sKF7zsvQLEr4fSaksdAe6ouWICFwNx3odWE+2oPY3vUyxFGCZIaRhvAHrxIYeXzz0uE9ntVWlF8wAA2Zqzxf7pd0MGC/5hvD1gtqGJ+cWODnMZrxl5jEsPCiu6obdjyEmf5xSq1M+K2GgNTZ2HxJ+IzlfIgYJLH4c6NciF5kWK/FMuEHKUfJE5yImAHstdMxzm8IHE/t9VPpwqnY/VLWnkK67UaUgh8JLu4dexcZ2cw+WUYGgwoVNKx/FxsE8sRWEIpZ+cqWtS2RofFBqVeUIL2uHJFQfwi4RjWpYty3GCXw/KqU6a87zyyqL591RNJm/A41XHKOcFh4nm91ejHGbkM6FJXHPcDXjtNPYvq3QtjKVqz16rmTOojy9/jimA5JEUMFdOE6v61djM7V3cWUGseN2CZh15wm7jwValD5d+qz2/shUoC5U0Gv00tdbKegIZMCp9E4xJ3qZxQWK4C5pi7XTE4nguXC67lXOfg+5Z9DlOPVIn9XQQ26I2UswlutZT+b7hyDfiNlUk/qaWCr1GHvdrhbwVq+kQPnJOnNyqOkrea/l4VDhDa86ZfMEKqDQK030kA4EJcKkjVTH2f2A3lycgVMx0Zc9wnK1Kq8zgg3uJsiJ9jEJ+OkZFJYSy1J2Nz8PoxY4+z8kjMDXhrXGoX/4NniW8fTsMXNTYYQPPyA0K4kWqpFeb09BHKHox6w2+WMvsjX8/rkk8I0Wn68O8Bn4L1T4Q4k1cSvDh4j6nto2JFusnizZeVnCkwO78FONzaJIZsEaHOP7rZ6WrcY+yh+oJAVpT4S3BDiqGT8TZgzMDXw8vsVq1nk0qBZfctT5T8QueTj0UDslYMk2ZSQtq7dE0W1OQnMjoqA0YKC1gfHpJRpczgguGPqyw2XHnEbFgz8GUqqzp1Oxm/wclpoYdbS/kv8en8IdeJWTs5sQ5HFXkXTcdjd0XDNZm13HEhq1DKctB5AmeKHuR4eDUQ2ENIaxEQ04PCp8mn0mUv7IX9pCv0HTRv5pk7nwxI/t+nC9l+PC6HUk+EIsu/ehW4daigSXyTDqMQc76KoEl4IoVSve9Q3kYb2eE7bDNwcuAZNHjitWJk5IZLbANGzbZIwXgKWTk2psnatazZRuk3GXmb6gFyNBkY+aupz/P3yz+G8mR98482t43ljC3naYTfGPvtGmPX+L2GhzDIy3nojtemVCU/diC8kTl1KI84gbEtkxibhNfXGbsuHtNJ2bPKJGrwvtGLsV74LsIxXhzh2t/7Gdv/xY0NzRXxH3Rv4OHgB0MLR1ysQxcwRMv8GWuHQ1NXeNCzQ1bfVneF1A3OxiabIhbnHDaoWL3vWOBaqg0ff72OsdNwe+lgQUqOG7HMsGGmtgFgIMTtAQTLPW9j1lUUPsDNG9Z1mhwC3GE5ApozO7cyrPMpqZIi41hMnj+e28FTOaLnDsNQ4aWgabnlFqFq+fIhael29Xoprv7H0LNSn1jfeyZ5g7WJz9NYwFd9UOEiVG3Vqbv4Z0E74wWEFwbbkmV1c/2yCUl+fezp2DTQgpIHs2ip4CPL0uRbNl8IXNnaLJCPKDS6HH+qLBMNr2V26yqyh3mO8lY7I19qk97qjYF/mRQ8Ietimz27QnGRt1Qpc+fC/zv/n7FtY7kiPkiWOQuPGwOlbq5oqQ5jksV7D9pTfB0udBfOWPinzjcKkRhJAu/gcwoPbsw7GTFOjcp/MnYYRnCLaIw+NI8zi7FZ+K46bAKsBcvQ7Z6JkuOfNjbqgX4i42Ww5jkYK3lT5t2F8PkuxnbxCk8HxjqgrMu9CXAhUw5Tq9HC0CgaVnVyN/+QY6jGWDW4f9g+TvY4xsapZTGULnAjwJx6IEGrq5L0q8GNPOitVJJG9aj+8itKaNP5dAZlwmAjdrzBqenKeuAYdsituNIkHVJx3DglQRzZey793/HYHcumM85kSqRigF5B/N/rt9kpPE9VaHihaR9sbDARsZ34x09Y3sgp5OH0vf266I4Bgltld4Nwj0jbv7lNfVRIAofvrfTaoMHVo2RJ8my+vyCIxvkWPRAOtyQJGeRq8v4ynTwbVIzsJtw0baSNK1Yo/1s5+iN3p65MolNf0W3C6HHpsS11qesF6+8eCtoWaw6gm5uOC9QiwDYBB5SFGkLBQQUnEWCzpWcPU5/zh1zhKYWXZHVOMdHhRSCNEMlYE9zTRxk7ql5njhze4KGsXg58Dki4pjM2HbreVHB5zzXk1LK/M7aOe01Nxe/fk5kcTA0YwCY4tvdsm4dnCxhbwK81hU9yo3Om++lLGhvjAYvKLa7sWqaoPQ/8OFwslBolbyKjG1zdkR0wLmDexyTZYPT6ihcPfUEY4uu+3BAy/9q1pZBllUk2QFond7Fi1FltrHXU994LcXkKGYhuF25QmRqj+WZD8blmm86S6gIXylNz3/a8fp26n3muB2C4yN5JSn7IOy4O1biwrTEvQw50FLymDX9uUbLuUK2bVwVrf/9ZPC9Scld9moh5mucZ9cHGBv1JyC0BhNjz+lMcg2VIlSRsp8iPRQxkb8jYcOY6cbhPnvTQ4HMLa2vC4YjH4lIjfAlvOeHleQmJbGgw7SZdNVsSV0bT9UTyxTW7KGFvbV2M1V96UDboaf6zalzD8rwdfXcaVyqVZspOJ7LUNQNTIyWGV5c8ihDc8LczDefbNtdHZ2o4MeYE7x4hVAHGCJAJz+CyzPUsGqNIvi6qVYBhqI3Cc8aeg340q30gP4Ttw4CIIdTilyoPXp2/gQeEPBGoTLEMdDLGeRzMT3BczWBsRgvGWohRRwFevhc9oz+XMLZE9NKIebITY53+tcYGig2c0BsnG2EWNzjij2yJC6NeH8RZqHJE7Iq4wfE3kDLJXTd3y481NBz7ox5YhhCOSJhUhFoQcHOJdqkATmI8zRD2EUUBbtiBL99mmgwgazImPcfocSWjm7rub7/RxYD3wrWM0HfU78EjZR1MZOQXchYurHCsqAygGFJ+JYaXCjcNH7wC5L9plJSoPRebhqrJh54jojblx9D1/HkoovIwFmhtA4MrrqPt/xflUWx6/3HdeFu6etMIsGc36vhbyxxO1DEPOk+QletGJJsxKHrB/de1AsCTLoNnPGN97iitCmD+U85Ng2Vr8y2ek47QzHq0YSNooXUTBb/Rfgf8R8uhkHiP0DEjT6ZoSdWokdV5gFQO7+NDtzrUR3AOcf05dSyUYz+WBpd7MZjcUM64ISeMcf9x3ij8cbGBbYxtA21KV8Z+Q3V2QXm3p45FHGPVGl3Gox1j7XhkwMdbcV6JD+8teL2MsWXq9U+ayOPA4zeeI6iseTJWE3LDfBn2M4axMaZoNb6ogVEPztUKq4lQCgfLE1nols7quyBg+k+1xLl28iXGLiGkwuAd3HBV6STJoZSm18U7QWsaPlVPZkw8bZ/LJkGCspeSLnoum5mbXwX29eLdynKfso3FSSJ5Mv61xhhcFG5wyg5fzyztCrIcgRVEL0O5mdAuQJ9H9++v/l7O6jlbGxucgmsm04SEskLAxICzMDaE/fGwafBBxkbNDVPqGwoRQIFKHuXBqAfuX7u30VhZFNK0+5OSybnnr+fGNJO6qBimOFsNu0moYaukq2/sKn21GQlf5LtAf2FhVOEiDXPRCNmOvy1oe19+oXh3zTfvYImpehgoXasV502dd9BceK/4WeUB/bGz0KrEZIji2VWuv9ah75zLCoK49tyfFaNipbUGaRvK2qAWAV0oZwF0LOxYAnQkSoVNlhimdpXj0c/xEPrY+w8PUXgE6km8l7G93ox583WgPMoTy6ArAaAQyq8GWJ9TMa9Er7WbOSHIUoyVwtzazNhmUJUicVyFsSo8j8MfPvBmeM6Ie1u8EvyKsVfAj8HYoQsAy0YyNhK/AeuApgTHXZWxqlMYmwIpG4SCOtFH/lcZm92M7cbhRDMWzZeBlxfLoDzwd+0XmXTsAycI723z2uYvNspvA9ooKh6IfAfxPXt/l26ajoev8SSj89Df7jo07rrBtXvXA7nnrshMZ4nR88Yb1mrXHsWrAaK2yvebVeHRbXFCSp8VbZRoMCk1WhciG0c4xXuIEDahlI1enIA6kjxvRI9M+QOHQIfgqANRSkjpu3oMHZ/7r38YeDzRx6LfmsIpZTIQSBJ3Pn2F9gdS8mze3njKc2Bl5Km6guvMvfSbkBfxX9xBMqBt9+0ztT2Ne0BVu9FnkjMMSroCPnzvwPmIGfADWgY0XU9TA6fXkKqHqI0ApONlksbmXzD8JapbBRL89mWPzd5FU7ReL03/B5kbPJMkhDEQ4wWHBOwSja8XCNONJzEfYIvE78aDze9bv19Eo/Ocfya+fimGT0s4lerHDvyBrAwFCwDj+OTkg6SNxXsUHoe4j6r8gVF2a/jrhGlFhFKrQq4qObkRhabjOwAOrmVsLfI0iBJGMzbaWKIXOSCex4EhasBYg98Z+x3vwb/EvRMYDvXDFyOMsTAsO8WYQSGGmAOMPCDkXGEkv7iR4YO8F/HAEhlTJh5yJ1hGlv9v2i8sPfYBKw/An0k2PjzFj5VP9Vy85P1aQjwxjNHu4HXWevd91ve+ZFTU6gDqEVCnvnLjObq7K9wo0nfSWfyT1wZC9y22Sdy+X82fb/x7kM8C3qPUnlKvnYo7DUcXM9Z16THgKEi/8KRW+seWlTiiJgk3OxlyBZVS/b63VL2pOWuWtuPuc5pESVPcYuijlGz1qixhMf2kfqyqU81SYTKdhYtdi8SddiOOvALfDkIl23F3BaV61P9JskPvuc+B0PZeNkevqThqPau36IjiKaIzvvkm8hILzOj4l3rbqAqpvQ+6dqdrCwXW/CiAMtVu7JV0y64bLumqD19sHxUxlgMzxVDocPg2qYEXgD1UnSBBBIUQIISxHB4dSO956M49W8WAH4l+8nfIFsHbuOBg8Xz0GH+De7LshTjh29H+ehtHi2L43fzezR2XvTPnJ1KP7YxtNy6nI6HL0xd8wACVZEyhQOVzE3kavox3A5AXpNoWzyX1YaxPWzEIvyaX94cxNuyLGhj1QKkZyTIkskYwtn6oaJXxGkNdisPkgPolJ8X61DGAsQE4GYvz2l6NPRlDbnGPb/2eXS1kL0S5Wo1EXkaMxanTPGRlyHWiOQAAD82S0AwK6zLd0Ngkm/Z01GPAc8PSrrMXVRUoyQqKB1puhq9FTbWJ/iA3Pz+1oSkwsMAsfjNGHG8oKMDC3MWU+NtvhN+ffJ08zfJ0/ZDzxCqOO2byuBJFI4jzgKZR0KICHIflH9AaQdvV6ix0rtkruY6a+dTU79UkJafTudbqsgMSIIdoVzS9rlGrQZ5OwZk4jeCxAfdSfGHxnaAHKfJTkc0ot0OX3iHAwQBPAr4jNJTy84EGXuP8h7i9SDFMSQGGx3eYL+VtwIcELxKVSLBFcvUK5G04QdnnGriuERvDFN7rKidihG6LgoVKpyVqk4it4TeRRvBs5dkT7xtNDLyLe3ouY3NRSofh4LkghDrG24dXhXBoEWOLBjM22Fg5BRVgfBdquMjjIOmM/BKWQeudrzeTsZlY1oMxxePmyGmgjP8xY/IhQ4wre4oWOZVb2FTR+Ignh0BSNp423mg0JBSnlOh8B2CfY1HHTCTUHzOQBEbyjT81xo0oRPvGMo7xcW/gPpMutOiqIswymCw1Ziz/oBBgwDPT2BE0XuIPpeHKE9caf24V0WP98gIV340v9Q0Rn2f6Pki1XHx8QACmnjTojQJ3D9ZB0pQL+SEUIHjAewjIMoyBhQXlbVBVM3X8ovHTVhu/gDnkqqbI4ZjwuNSTGxWbwlMLL4W+GDiNNM652qg9Rk3C43e65itO2U+4kK60L1CDqlO4WvYFOlSgjX3fNYZBpRBjWCGTEsvgqubnTZ13QcgEAngUH9QeRcT2iMfiecxmcJ5QkRJDbnyupjb5HINDPb7aH0n7/6GHd9oGceIn5rE50n5ViMAhDaBAIWOzOYwe2kAo821wAB7yoAifUOn6UJQyPCueoDauhvkwpujWk+ERl6Osz5f5MubLc6Kf3WD8pwPxJFeAxIlKkY3OM60m2bOJx0+xpyVeYjyhQteG3sVTSnZjUz8UU2NuIJ7kZF1DC9jtRxIMy/jnmBz8RoMCpnKDoTIkhzcGOkwdjklP9773pUa/hDepZnuKAr5qQARbKr4X9UAH9rqClfToDIbSIrrLlc/73JHoKwe+fOnYd+blwC3DhDyje11x6P7TdZ4H0SXceFPqSOV3cPedQ5xjclTLSUTxgZMCqZcoYEGDu1T+hVQwhN3ylyuH/itIKCPssm09SapG4fhqzVovemVSvqXv3dfWw6+lZurIbn/gJNdTNx46B4uowPk1bwftihciTjQQeDXKQUYSs36PXrM+d6WQs3iLFkAgYz2X6Yfpc23fK48sq/Q9xH9/joQBZ7NqflRueJmkzZwXh1wNv77I3XBDw6lFQB0rhlbX1AYHPEfGJXC3im51TMECPmUQ6+Sx6Gelxft+er/8tG9wKfH79oqXbWq5C3F0jKJ3UxKfN1ldkiAjnLQe4zvGvpNTEgcQQXCDsYqxVeByet9xoCSPxDKMBhLVqGDxBDIfIPbn+R7knpCEXsfYOl7k+eJGhg+QfAsywMlDfM7jRDbNbb2w6+LgzN3f0hN5fY6KOYjACjE1PJ9P2T/RjYrbAp2E8Wec+Y9wFG3yEriPnvjtDyk3vseCP9ReTLKCuVEbmQEvDBUE6sw7zBqtXi2HVsnK073jMUpoOnU5I+sdidGkX82a2K8YUg6HjLBkxF4li5NypjmFhVzzNgpBv8U+de3e6XTOudsE61G3STXAcfJZvbb84F0u046Y9MJ0Q+6+LQoU8P7OlMAF+13hNZ1fEazAzd9f133fdVPfA4I66lhcsnHeQtI9nzRdN/y5ocHtd/+Jrtlipf3BouGsowruBUMMz2xiak0OXlvtJW9t4BQXmoSnKWLY+UHhCm81APWrqc+5njsG5FuwDB4N3kNuBrzEapG/iF0R943xOnSfyDSxCN8+17zg3krcprAHx8OySfvfEXENUkYIZ/BgbvZHScobiWHUr/i/6ki/s3zSI28ygrERwKnx/ivkc1DxesrYU7xH3vJzKEAARkIARSMPCDkgdLh/dqPxnw6QbOPAiEdGkCx68MLiCsw+eEnw1WwR2crhxoncF0nNmKiIiCEOYSd8evuYhfh/yEAMLt9smfAW4tNTKz7lntETbUnwTXEylWOFqtalm36wJEHiMna1igjqPUlkPmrOvCl7QI9YrqL9DD5ruWPHaI3u+MiYgdJ7UFLWmbdI1+XsdfASK+tF9k7UefgkIQFq23vlNYLgR/Xtq/OLGhh5ug7B+w33a5hz0SQ8f0cyKeHdu7Pyo8fajjihSN/quh8inE+2fhOU8Ez0IuPRdFjqWI1U6+hak0Rj15KFdSVogGWfg3flyXhD4X7OWaSIEl6J+7YcfO0Va7JuPYEVjc6H28xdeo1O48mKt2zJet002SahjMZ/bPjQa0vE9GIIjKe/XQE7AwIx4sFWVaBEr/mkhaOFOzFGiiE7DA2MCDxD8XenyoliCpeQXFZvy7u7NwEegTb+XPMCnhaFxTsj7rzWaVI7Lw6m8DdifrEzP+WzPY05U2ZL+AvZyyfFEfuC9uHGkx7eDNISAN0FM0bcPcjN3JbbFdQJ4U8Z3ANCfgfJY6CLqXQv/ItK3xw0NFx8ctOJkOVYqh6PljyK1nm/4eviBgBqGMvFp9JA/A8E58fsj7SaIU0LJcRS33xjG1dpCjhVIO/CXWlaT/wL6uC1APsAKTu/KVEypYk47ah08/e88lT2ZKTcRsOV25hP2QEse4E+4uR6LxeMwSjRbi6kQXChcE7s2x0wkFOxHfTGYH1tt0PXwo42M2hFgOdl2e8I9UhZjHyih551yI6vk5mldX2LAecNCbhCOxHaE3kdYF48xifdNtCacs6bVzTq7WQv8i2vzCj7gucC4GPC69e+wwP2UrhZNWd9Eu2DDDGOefjxV2FHmwvqHBvLExauRl1bjXkkaJ2cW0KfO1OOSIIBpCnGsszQoR9zvbnOGEKSfF3yDQK5OcI0yABjeeEphY+LhuYUVaP+KHlHrtadRb4E+UG65t29x1PO8GJpfdThKJrgHD4Abw4TndRRxRD0c80L/PHqWqlQ558gfV3vz1LKfVjxSLSST4o9G5uK34TvIc+CniUkbVH2LoPWBxMwEs7J3JwxSkXYM2aPJDGQ9KgCY/nn0r364kaGD4COYH3Rofo9Y9/HjShE9KA9FxSXqiZN83RRrw8XVo5f5/PqwAf9YCgX1Jgxw1TogfJtke0JdEOCzBwdvKFLSyhPvT7l3a6N7pzvJUK73DN20HfqDYvX54hXaW8XqDhLUUnEiH9sHvCHAbqEXjdvsQYrMnSSCtevj74ky7Cuo0u13q0cp32/h+l/FKomDArrJhkCdHbLXgMwLkXnlrrMKyksZgApZdokXXsXebq2cnP6rpsoJVdHX0vV5A0ZTucBWCCX/PmRcKckaaToucUN+VY2nmlM/kNCl28HDHUG57XruXNY3yG6JAH+UA1iZUeMoG10OHo0fGc0eYZAYBtcCxgRVY+YJv7BW3m/70inGz1iag5gMjxp6WoGwA8Z8GAA1DMVkiP/ggonaCTUv5EPeDW4F1B5wn2o/sy9vvsckLjxJPLn9Gr44DlD5JDyRLv0DLLT/Vihd/5LMXtKKTJEJZaWuIY+QXPbAMcSwigA85BL4YYFORhBbo0AZQQHtKrHr4z9+iGIc/xBchj5RSSUYejUCeQvbmTUA7iaVDkx3Gt+MTqJNTrnI+kVZPrVPzhntZwNKLxaHHzB+Elr9mQAw8KVC9CH9PWSJTQpwZeLG1u+mYFNUd9QdfdGCnHl3KjZbKt8cbpXmSx5FeHdBg0NqJPRXNn13F3mX7sFix6wnPW9Z6hR1FecSFb24aR/pF5eY/p0ygEByIf36EPqcyezlIo4LAaLoffAF9JTv/7So+RVtPmTJFA8flslwEgyjcaOSLpEQ/Jr2YqKd1hjT6k0v7FyZ3pQI6KaYLVmSxIlFceOBQqWDIIYAonHY6WEgzbZPLBugYEFxivGRvX0Jr5klLwT09Mdw/JQKAGNLzH0o3yMJqDamNzxbS+DJAv5L4NroqY85aPTib+YtXNRg/X867RXPLm+999WtnKYBBDcxz51gUfBvQJPGJ4gigtqrmqE76LhaYSQBCNn9ZzjEYapJ5RoYMYZGySgieF9m0PwfsoA3AOCjXxfwPNw4n+MYvOLbTPm2zY15jM2H/fuQ8YeoszNUcAwDGiN4Ch+vAfuDOhfcN1gGTEkvGf7ploa0DuFZPG/zthgAC2JFoKySb7k2Xi29BzIczS4gXkFAP09vDoFN9fB3yEoS0NDnIhyMhZPSvFJTsvRbCi65KzLmfvqG17T995rqyYTd4yOyH33tb1OyM9YfsCy8XQAQfsvxZpL6zZctQpAxFkl2rw/V+OctzJJyeJ1h2MSwRPCCHgXINkuk2RY+ubJ5XYHJQmRntcMjZe4LfoNrr6+CDtQJgZJVdHltSh8chh5S49KBc9viWfAPmf3y5Rb8sxegFj7mE+ZMrStFtu2gZYD6/KeJ/bNLSk0DKxLZXOUqxUPKdFX6fomMTmsB1lhuUFW61V0jKlzYDnsbioLatKGPzjAkGcYLqVlaJmLx0SCgT2uXlWMrcwdDCLzdb5VhIpxgy+ziuMmsaKNGxurS3zKUJgFNoadQ+gn0aMyDRLInBZUvDfHejTy6IBy+efG1mQyOKIRA46GlEOAFhZHxI6Iq/B6PgSYiYGSN6pPamNwkLGDvKp0lTFiqUSfIv8O55/immLmBvJAnPa0FWOtwMrJS+FIRv8rjQ0fvIwIYnPxydISJW7+3u9bv73qHiCv9l793rc95l+rluRd3L/P7HNQnE15G9HFV250yKc232zQa5Ozy5mX59z8hY6MdcRTlEvU3nF0Fyz6P6OJW9ev5j4sc/avuVgJPTh1ZYttslzs9RvMr6YkaQIUrKN7JcpzQGGS1tu6lbmX6G5qgpodvlVrKr9PbpjMN6r+GYSCeO02e49Q+mQVwaFqjZ9ZcOt2aDzU9bpBBiQ6Wz4yFmq9ar+RfjNwPsGdTJOrzd5zsqdxR+voFI7mS4QUMcdjkhE2oDQuGmsbfg4dun9PxirPxIRH2mGcO0YvhnKHnzt9t/MVpwElo9Nh9WnbAs7tc7Qqv06t9WRdruF+TYc/z2YKc2VDPrpkxzQDo2Swjvgd6J+rCOP/00HMAr+HHOH3GB548Cj4e1BJfEjZ/e8YMGzo9P9Pvos/tDIg3EHLAW/2xODAPzxY+TLq3haXgdYiq+1yHA9SIHwZcGoI29CciZDts/x4nHQkBPG0g7sHdxtM+p/CpYo/ru8Nl1H0ZKaHrAi5qXZdow5FvYJu9AdtDzgS3JDcG1BLp4BIXM4B0HJeKWm46hT+D+5wVHijs0xfw9iaszINItQg/Eu0Ici8XcJrITG8+xvxu54k1aL2cPhrjk9BLkLmGc5ACwsC6SHxdRPlJKi59gbeU9Xx+HHl99WaM4eWBbdqpckTXBmvbROe6TXG1Se5kmVbpAHdPKKBKyF5WkeOoLeHTyivDt4rWfwjpafIbuyltGK7ewuOdRsvt67RZ2nQrp56cAM7TjpBk99u/DV97IWKQtE1jV9rhqZIxFWJ4vHD6FrYEGbJrYJb+8CNielcmyvf8nl0HUGexffjvuAPasrMVrHYH6xQ9V6szLDl3HC3rjVbcKo9N4M9sMW2o4PLDBPaRfZ+wOouWCCGxlRJs+5x5bGTnVvNT+XyRf7Lp6fPsFJ7ShH/DrwJJJTfR27+3zp4sng7Y9tDGQutzlj1OzKvFIxTVt8Fz46xBwTpGtBbIDWC1598gLhB0R1rKvEmut3LTOFWPnTAehf+ofByU9v2/85/qblOb+wTSU4A8MDmBxeUNJtwk3pFRdEkQ6kX75HDMXoSUi4HnxX+ujEZIvF1QtxgBdn8RsWzg9yNhhsHUE2ir4l7BOoBjwboV1XbgCRK9+pVpnVjBhwRDYrJnA2N0E4L6XsqwieUyukz9A3Z56zIPQP7hFdCdIttaYVrzb7q23b/a3AJ03rID1naBRAfL97XmE7GB1UaVPpA+0BGafwt82RW8rAZd1cI3tninU8vn/WaLkfJk8sxbu4j0ds6wA0g/81iKPANEZgnperR1V3yUBvBptl4s1rl/NwVLT/q+PygptwIS7LCbn7hHMcBkqg/sxd8FdbuAK3ToN4iEEb9rgZnfsoAd/PfHSp96QFEMecUVg80dL4vNwZvCR4MSuswPKUZK41EMb4PilNB+MQwCpMYACbKlO8udRMYGNysEEnjCSxI2n7KPvAHgnLobQdOClzo3d07EbgHU+uiXwqKDermOI6d0HQ8IgnOe4QQIbVifEzwmLA68+bRZ0FNm0KLm153PnUOjWaVGKskxr4uFRirgNxSC8ZaaPOXry/JrJhw/fOEdSaBNks7k9pCrFjz0e8NlyC5CyWA7AVjlC7yNnslQGHeyCjRuOSUSNnF8MzayYv1vnOHf9e56YabaRqNQqY9zi3gFoEOpd/0mPV9+JqOO3/58soxFa7bWjMYOt56wW3o6AeaQU9TDLw049Hp2H3m5l+UwlLxPcIl14p5JrOAOnXocySPcwQGYtsAXxJeZ+ZiSobbdJx9zaDMHtxquqbVtgNWox7rnaae1LOqk2YjJ+Svs+rs1u9hhrERz0MzrY5oKdeLNzPcdbzu7Oi+1jL+MVW0tvqUFUYx9sFkYf9/CMyVMVfgZA4xdgjcOcjZGHehmxtDGRtqbKiQYA5gjLBNn3RguWrnasbBTVbOFr5oUwfxFcpnX+exmR99VCp3Glcg/o6hZktDwhhcsMg9AG1JJcp5q6VkKxQPiQrS0DMw2JbszRC/LtZNeP2a1jVjMJTv2bq4ENw/X0wM++rXw7QNI0UGg/X9atb8YAAgyLRiExJY49XkwViNukffC1xY76lt3/W3aJ0GK1aIIZqUcG295x4b9EYyEu32X7F18x8Yw1gMtfrnCY0zyHk0XnOMEqyRffoQQRdfXnniNFLyFF9rvpqz0qtnkQvhx5oIRXcMFICZiTjWWNF60nY7fJ0F1q1PXs2cnYLvEF+K3dEnJR//Gxy/xjO4FjhsvH/73lDVssVWyRssP5p64ZAT4Xgd2o57iXB87tH7L9pfdKudZEDxJG0oV0E47xGLG0JSNwixiN3uC0/g/0sDfFDAhyEUA6sfV5Kg6/IpG/Yb5UcdxmIM25Mnl9Rj8Dc+T2QwVOLf/SM56AxYBHVlCnE3AF3+G0dLE6jbhYvM0t6LXve9f994OyzgK0lNAVgZWWpVQcC6+vp+6PEociv4rimDZufqyjqduGtgUDodzyAq73zqkhjarCQsjWodq1H3ZSOhF7TD3uh5y4HFiCd6FtJuQpbGq+e1e6TMgLK4uXUwEA4Wa96chXVZIBux1YUnF77KPcWYEzFv/Eb6rS84uOCuqBMV0uwmSAqazm2X0PF7LloulN0R8dzCTuchtSpMnpxJXI8P8Xg15ZN+oiZLolYVjXqh6tULxBcgxQROs8lC2lPpWzskRY+wdZVP2eRx9rrd7rHZu1bq6LV7TQN3ITTAYRy5wgUrU86qYtP16LFLUSdB/5sGPApQNaBj+j5j9wG0Awk6z5EioR+8JPhP0ODi/v+Q8veXHJ/0ZR5CVQrN9hs2BR5SNH8FMhYINwzKlhRKmZG/+Jyj+K/FtxGiuHKOesaf4SIUnRV83lHugiZIPy91q0nFofXc94E04cXJRssgCocJAE9I9HI++MQCN8MpNaEr7l6ihMHnIe0yqCm6X35oMAEhZctzMdZOLd7n9egG33kDciyVsXhDngo6yXMX78DaHbxmOMHFsKnH5avk3XS/+IJFx/enBCtUN4s0aEBhGeguZKyOY6kMMFzs6dhUMSx9zAmcRK/2r8JbB5KBc54snV+P7w7Tum3mBL22zmlNzYDMO66MRbOf/7SfdFEPDhvLpOtkRN1m75a2eyb2rXPPsaf48TkNWXoH/VmW3oVasQIVKrCaM7Yrx1916lTXsq41I/dG3kOjZqF1E4gcLPuMg4JT32mX/1971wEeRdVF76aREBLSSQghtAQIIUAgjTR6lSa9SCdSpfdelaJIEVFEQBFQBGkq2JCiSK8qIApYgF8pUg2BZP45d+ZNZje7KZBko5DP++HOzM6+aW9uOfccnnTl7ep1/dwIMYv8IrxxNDKikgZBw9wShEP5GLmKOj6F5pdr5P1i4IDAicCC6dHoOTXBI6O3v9zsH1ZfHrbfXB4TsAOAE609qVh8Jh7ny6JUOqJTcQYHMXeFug45jWUjlC5Vc1K4uXoQ8h93xpogVPUWPDV4ScThbpJhwp1kNY+gYFZiR61ieRTkacTbF5zCAgeivlFBSJ7jcSEB3O9EOjIYVa7nduzQgIWwgT9eoOjBs7TPzx9RQG6NF+6i8F4zZO/LshfS99glhvb7Vk0wTJHf+KID+/kjRzKMpWhAOy7JT/jnAbkUj+fwEERYmEjVapHR9pAKlvdlGPHLX+a4jdUqISNYY79vwb9r/+ItBd07MTkl7vNOSt7sbGIaOGU0UrKfaqX5dw3YDxUFfKfcprkPa2yrcVJpCagtBb4z9zZNuHPf4jEP/PEPnxbFN2PboI9flcxprwvr1nKlBEJwZvDoXLyfOWI04I9Az/E49x/ydn/ZGu6t7RMgNfg+wRh9fDoxBT1Tph3iWRkQ9XimALUA5aYPkU8zOVycvLiSUor/tuYlHBOQ3AAmAg8kJpyc/lZ+2WN9uVjzYp3Ys9kb888ND3upJVFLsa5cSaehArmam70ilkywp1l6kyBRjfWFQioOpR67dpm9QUHBieqM6sFwE6FGiN28+aOMi1UFQPokPCZhgnnPzrE4Fav8rLbcP6ofDf4lY4WKTVfGRpI0bvRCrqq1fo/RzwEfrJOgYMDHYUbojqks8N0OmzbxseH/5cnQ7Lg16ZXTRg9P9J7ou8HTg7cI3JN8D4yuvTueAYXAy9i1XcQVKEPfQ+fGzYuR6h+Le6iCL1ORqHcuX2RKqQ2rlMlp+u8P4n9swoRTcljwarX3q7E6KvJCgfI2tr23H2dAH7TVg5+ZI4eUXNoGRQXQ0uKc+Kz8UkLvV1i/zpeqLFuapnHg4ByXqVcPPMliogP9A7yaCuPKrk48oNCn1thY/eSjhiDw5NFF/dbQ0pKYXPsvDb23XP5cf3Gls+I8Weo4t2TDiYbj8UTeQyxzi3arg301PxQrOfoUMm0oLSwmHAANrTWhZPosPNaX5dgRfSEC0v9yUslb1Rp4LY16odTHjY/GcXdq1JwK3+THgYgSORQXTNfJrnxxQSHBrPjA0iCub7Nun/bgNnxlG3lXeoabB8HGFz9uHL/5sb7lypWPfaLxB67csg0acNXmuc+0PBBF9O+vm4SylzA2Y0UWnJPshuxXlB7V5kqjMaBdA+tQrQrtsIT/v/myZWbHK58HlKdBSRGysIqWr/Fu7M1ifaCb4BzZ3pjfqk9oeV2ZmM5KziFeI4Xuue+Iy1JMjaRTBr/QxrI3FYRcjNOEPX9puZqyddpDutic1+TV0MtIAQJ/7kPGMnjQbtZNZeJFaFuuYRNMJujornmyRZptktIKYj/xfLIakv4WuaveLXVi7IT9gEAKaNcbng5Sl88jlTCuR4lPHuW6jiKa/HN5Z6n2mcQ00K26x7o3gewKAz+JLrlWdY3G2DDR5eSlC1JxSe1LEstKDQycibEuHVY61VxJHx6OmrawSF5mTXvsHcAFDVue3reht2dfrnjR1tnW9XF/IzsGxnm8RWDoXgbWBjBu12quMXijMjJ2Qcg6o4MHmTeUCiwQV3FYBZCevZNTbo+XcyT4jWo9ejBpFf5//F3jcbT94Ffq9tV5sxShqqxsOlm4GkIhVEKSGCXyEtHRGX5XlMV5G/lh9ShXztz48KYssuA0T3y2tQZv18KON0I/EY2Zwpv0XbVdydWs2SwF1vJ8u5Sr/9DYzh9nlLVRDUJxFNyYScjwwgImCux2aBGotKjSbq4eyhOIfjxOgU7lEDq5Lfom/Ry1WXeAJ+rKnTrZd1q40/6lG2o4d0OqvrNVMnXfyZU7dOgLVgCmMCFF7nYB0YLWdTz53h2xMkzKSoPJ1NC8+CfRnff6luRzs3BSkAQCuMJE5QFkA4cMktN4AWI9mlOzu280MMJjQnMyeo4w7h6zK3D3d9/WvmY1rnCvYz2oTfPjmcvxPZ8rO5FvGK+6Xi2qjSm7tfGS0PPNh5c+GhzjPi23km/ZtRI9SgzVMDbymyThVIImbh/5eeTvDj4OZuVVqURUFHO6gGIT3gzyLEDkBiaYxfNkeT6QHIaOEpj8LCSVhRwtS/GWrd8yK6/FbtqNNOf559OX9dh1i0ZeMh9uiYoUJlFUguDFeQYHk2uJ1vJklF7dihxokX8YHmDYnhGKBzH+zt2q3wzWXiJV11Q95d3Qe5Ls1V5GclaZ9O5K0cfbSftqe0oimdk+tMNx2StcxTQTw//4gzpt3eq/fOmduB+aSQ6eDj7mfldUOE0nG0Hd6f1she8yO09ur+5KqXnyWaDLbxdp0YZhAB5v7peABMZ+hPxtF6Iu+AywHr8Y99XMUjLI6PwQFRaCilMXhPB5GdXU51e13+ii+u8BbAucGNajmTgn9xH0nh7oaHLXJimTWvD4cmYllJHDwfrys8qb9VatbVYfQG4bZnf5on6G8mwGb0uegNBSAboBiyfEZIJElQG8ICB9FuAk3q5YWBg1WbSIZV4BWmu7/hg1nH+IBp35kyalpL995QeVumzfricm5++j2oNcBLZp+PIxbfuJyUouJ7RDP6o1eQOHGxNuPSi75fWMeRvVNPa6rtt+oJFXbmvbmSp0ar8hez9Vu3XL7GWAHAY6mf3e3ZQqPCe/1VulSl9NlGoc6CNV/GyW5LnsO22fQZtf5Em+t5fDenQXo2PYlMkfJnvBn3BeQX4wTNcBES5aA0yJyUXY5hjXhMGYRV4+kWqI6DWBmr72GnuJNYePr/bNwDSjBPaploqnI3s8FedVZKpOloWVD5vlUXC/VHGNxLb9NoRDGO4sGgizdZ8Vr953SUQ/KaL5squhY964E/LlVOn13tXTUlU2PHgktYlq89if9e3GqPfZFVbk9H5GgyP4aEAuFxHq8gpyX7gupucHqQIkjRmb1NQnW5pg+W1WH0BeGHA9aiUgFeCwwH6B4+Q35nIhKmYaTlkyJOnu6+RKAceua2M3SyUAt1wxMWcAtdXo21c78cgbFfbSsdhJIvGreCUv/KRw4kxITvafM/p/AMplnGSURKjr/CMKfP/5b76nQi7umvcCDyduzBqWqH1uxxkaeuGaOrll2lQnDL1piT/VkVwHTj9CE/95YO647GdeT/Ob0p/DKUwkWe0TTIgqVucWmm3FcpBQCQldUHGaUjUUSmj3lueyfXKIdFM7dvcl36TaRbR5AyXt4p2Kb9QqQD8mPvRI8BjvEhc6F9s6zr3CLHaytxYm+n8wIcpzrUP00lAmz1o8vhxfY+RygKC1NBFz46poZzEx22n/SPNiX0hLlYfelIivNSpDohNeEFs9joludNzLkOXBRAZ0vUDsozexoPZtWX0AuW3ohUK5EbkbU4VCUEKKRkNz9J96g3wMbjxMMLgx3yJ6C2jVsXVniUTuQ+bBqTV5iVH4Imgh2n5wUGv05HVpaZwDqtZzIfXcvd8w6Q6je+2nX3loM/YP8xMX+HDGXEtG75HI0dhO18nUDr3AYZR9TKtPHOddUpahbN9n/+H0bX79leycSlCDuYoXNfyPm9Rq1XtcxSpeI1MqSLQWaJpJ85p8X+zlBTe8394tFVlwlvmNy25emFb9s4Z31DL4VUjzZucaQeVATAwAYUKnSbDhoS9LjxUBY2Ghvu+fzGwiL7bqcylWDs0iD3eTog80TUEimL8b2qEDh1avfJGMfccdibtTop3f2CPlnO8drukuDVsexiX9lgdipZ897JN7AAHv5H7vYPEaUslCLj35hYCWC+CPQHfR+ZMvNc9x9LW/QXPxcnjvZJvYkYtdpn95Q3idiX0/kucbg3/RiKLxcsj5NYfxOyJ/gLLF497f2AfQ2UKUTm/oRXzUbvD8MKsPILetRPcSg0XcCl4OIDDRHwPyH7j1yOtw3Kuj0DRn4g3I8rzqspL+kTPAp2I7MSWNGx4RSo3TYUJA1o2SstBOcineCpSj/P+iH0k1gzx52M26lfHhGXzOYmKVJ5sxv6R7GOiqlie4gIFVDlXbN1CiMWqX9gTVC3nhnPJ59HXLXtizq1eDFdDSeUA1JfKzyNPmCgDC4NHkRA0Sf3gja93U55jSMhl8OQLzwsjjgJo1DW3XnFByQnekokmjTkXua/7A7fWjPHaPJYc0nA2aOrVJHeXy0A6LZe+QlTwNMf0XWxo7cjWTq3v+bpswYQETean9bQYAHkdfvWv5vL27voOT+zvC6z1auvDduusHSqKjHWGmBhfYFX1BT8CVGwaOHfQgVphTYWWpQaUmgZY0v3OkOTWrDyC3DeESu+Jt/VbCE9GjL/cR/RBbzXUz1kesDz+Z2X6+JPoS35GvoKYUYNvuQ6aEaFtryhU+eZ0/+US7+dB1LYCAQiGgz/79/LnVO+/pb9Qym9+U/LoErbN1sq1hcA+MNDSY9pG5GxoNjUVm7b1v12ruLyhBm9sGQD70J5V8e24yuQU2oPixm8w+HADbtVy5jnvD0IrQeOFCGnPjhub9yOGBpXNh42jj5N3IuzXIy8By5/OMTzd5cqmPxCckTx7neiHXgAdRozMFLAA5LnD96MZvO/XvVID4UJECOFM5H2lGOSy3yZcl+1FXjQnG+hw4Rba2Xuw17Y+9g365iO0R3wOy0W546YvHAstLtkmHNIUHw+hrN6v0PSYZUXP03H2OQtsrDbOgAhn7tzKJD/j+h0R7p5loJcC9stPJ9qJf157cE2c341Za0PSQb9EYLMjfheF4/Tv790d1Cojmx0EZZ2WgigDXDErpep4aa5jVflhvSNbhhET5O84q2cxnAhCXcIUd/R0Dc7ovwXD/5gulHiJJBx7UMUQTbqpypDsbe/PbZvKiShq5ujljMJW8/QaiDSABQgmzyJAL7EJ3ciu1UYHzX7+u3ZDxYzVhMsbqTExJ4coWmACDmylcM5NS+K3p1HHioQwXIm6URktKsSP3GaYoeBvD8wd+YWUF/QNkySY9eEj1XlQmmyEXLlOnbUo+aMSlG+RXrVqG33QtUULrfm/7/vuWzgUmG/DbQl/pcftvmD8ncsAArvY1WbyYS/8qwx6FtGnDmugYD5pfh1/ih1p4CzCb3juPdy/tdTB62Pb0iUhV/XSb/ocU3P7DqzT2Zjrv86CzV208feoLdK1+LM/Y2L2iCf8N+OG07EnVamSwWVf/uc+UZV2275MnK6XJtdc3it557KhRUDAFlxB/bjCP+7GgKqAdI6qaWGdyzjHpiJeh3tCqEdA7YERuUorCixcKlcJQSu9P1N9az7lVflRvk4km37UzPFw1qJRUT6deoCZ4AfWenBP4NSgu8F0w0Hcoavc2ls0imsUVAluD1HNDOFdNVvUMeICcDHg3zO0HOjdCV+c60fVDjkU5Yes65u80Bzk841YE3FBCxzu0gxG5kFAV0HIlegMZVK0pUzARadu3/WBj+jZpksusnclaHsaCBbz/gVT87TUPDRMVfE66YJwEud3eGko5uOkIizeAS/Hi2qQZGB+vXyfH/x4AiOE6iGsCgBrKyKYStVneaOiIF9QdpoaJuXKnBRp9BiYix6LujN6WjynuxyZSwIu9f6dhv/2O9eWaLfvDYeJ9rrY5zLpsvuLWZu06qjebz73zuC1/YOymZOSG+HEvYn35gaelPxyc/wH25rOy9ZXvD/v9Mo/Z2dubRlxOb5gtXZsrTAxrwMtEYV30MzrW5suW8bbhvXtry0AGt6zyNpEcR/sMGCZRwBBk6QiLcuu5EoJx4ABGwhvVLLx8kYOEt2ONZz3ff1BvIFXGEF4dV1bBxpxJTB27MOTByhdKSZELQ/YLqHe58eXmZ/uADGSot7IKi8Un7Ij8n1d9r5ar/R3PIiH4wlpFqQFsa/FOttNM4eCmBl3j/UT7WXPcYJAKj/n7Icf0jkWL6tC4ypu4zowZ6WOQvZ4xf5tRVUhLTyTjX9Bpyg87f8eMjlJWhrDCqWb8AoocuCTD+upJa7TfKlIs094frY0hbswYbaLxsPcWORW8ecM/DN9XY1uN4wLHhMSnnvsW3h+8UxBWvU/0PkrfgnCJO9zF8SGfhXI1PBp4OKCg0IdMzZe9xd+B9zAFCfRLfA+UGV5mLQCIerKx1s8svBf9eextlOIdpt3gc1r2/TkPisSGzkaTpUOZUn0MU/5JxSQcviXuimnyVFCJ9C9V6wi6w4FpaZY48aJyPaez1wve6bjKHb8Uv7mkdJ0/wbGrSAlsUrxIk1YWxmxhuRxOi2UCJwRaW6g46LcHqyWXtOXzbCrv/Kj2HdF3uL/BtieWiZfuy0QvP3GTDUBUP4a5cD8Jd/3KNwiDrRRCpE/RZCa0eIRMhUsll3D/rv6DMAGhrR7gM9P9lvUtNEBoIJta06+jk7GP7qqOzgqiFVmN053IHQLtXJHATVSxFZdsGZAnHpIBP/yAPihe7h9RV1ve+ZN9Wj5gsoKhsanY6FWNMwf8MXiDYvkkRfBODiXuA1tjboIxDL+YbJZ/VzXbju+c4/Wi7aHdB/uzvAkQvvC269eLZYJPBtIm+uQvzp3gCBLczwC4mVNC/IjoI0w4Gqk5mAqLBgRk+H0Xv9rpnkOdSbwMwMjx9+4hnASJu+xR/ePd0PtZSpw4UWz73Mt9lDBEXo8Esc20ZCnxp7pG11s0fNoGJxiVndO7+WVvysbWFvLPTF3Z4SMlf1ahZUuMfQfRjutO7tr5nRU/lo8NSpOCNwdeqtG+0eWP5TpWRniIXP7uUDzJ3DXIan1OjXl85HHCQxfL2hG1wzIoKzxxkw1kP1fIXgyXVkeXnYNl8CYwrGNEzK+LBBvWe9X1miPQpRlCrcGlpopQC0mwnURfP7AzSB/0KCGNfquy1H5XtDR0dVVp+ZDSkrezbRuA8yBNit/hHpTsniy8iXET4S1dyNWVNY3wefglpfqE1gaDwYGGXlAwMj33nJNv5Mr6yQDJ3CrvVjtnKOJVWXPPPYK6oRtdC4P6fHcQsqsur57kCaPUxpWS77uf8jrQdYKiQdvnmBv3qOvnR2z67mUMjW37N4/ThOT0iarei/OyPK7KHTvytq3XrMFntHoknK6fFvppv3tUc+hk9kSiBg2igJgYTAJu0W612UP8Muon5Kei/Kq9BQJ4QPVR9YOw2RWiKzi//iXjFO0ohGqu/mYrVprCAwvRyaGJWh1jFQx5eejOCdr1Dl7ZUwtpoo51VFooVIJ318XfC2bGXyvMqbCfS8E91ygkZlW7dTP6TYRBWC5P+kbLW65YoWzfvTuD8uRjAFWmHC6zR2UY+eetvwp7SUgKM/QB28YMG4X2AuRJmKIDy8CHJJ8rsd8aW2scMwdWFAYdcqzXq1Y8jglKThCQgxcHHhrTc5pUWJ+YyQbIyAmvhyqNd/W9OsAVX0PE3DjLiRiSLUBgkTsiWc4FNAG4IJC1QNlPhFqolODNJES2rhPduKwqIcAeqMhOveFtDOXAbJ8s4C4E12//kyfJrVR9wWTHyVn8K+RPYE4eCdR4oeaCo2u5zIy6h1XMx42iPV/gfRWZtP3PokuOp08gTRYvhupnkVdOsicEze2iS07wOn17AI2+mmmZnE32xrI8rkbz5/O2Khm8ITByosNL183vD/pa3iGVym8YdQeNl3pwo2H4H3/xxCRPxAg1cI6j48YoyVKVgc/8ZNepk/rgKxOJym7IlbMp6KX6U4rY1fAfOQT5CxOM+L3Ku8ZIsSeapWE9Pjs0eWGNCP1QjkdIremB+UdGar+HcCxm6EhFRkee4Jq+tpSq9ezJ3k7kwIG8fbM33xwm+644hgYufksVj1Mhra/WY1fyb64lJEPvfZwk3hGYwC0FK4Ka3LEdfU0pl8vHpD9GQd4vtMRNTZCFZUcpJDsWThSeonJlI+cIiRX8PyRxIVj3xE024OiYNDWIUb1rOvunIEGHId0mui3KdEBdavBzE8AXDJ20AsRXqbzzZHwfeRYX2TnHekiwYNkJotOY7cGJip6WRUSLMNvn+IShc1tUIpC/6X/qilF7QmbWfsNxsrMvBjIxxl8cb8/LgXAt9tqq9JKts3ci1Bv9127kz+5DJx5zmf0t3+g201Iy/42q3VZTk0XKBDf+zj+KJlUjiw2GWh4E2xWvEUG1Jq+0uG+0Oej/hU1ITi79/JF7fsN1yWzZ8ysWUHMSzntQu/VKNSekdeviRMUHEg1EY2E3om4IXXgMwssYckGZuNXKHue+VAUKnKOKW4bdd6zXWQNKui89yMv5M4jm5e2RaxI6Y/blQp7nyRAGqg+8LIB70qtr6g34HP+obpxDmpiS4usXPgbH0DxmqFLVqz/7M04cT4FyhVIBKzLutjQqcdKD6M4fa5gc92dXHzTFvCjSxubR0cAWCTlpAAFz6/lKJEo8SXQSOUfkoxASWrP8bZUf1Zt/K99ROMnPbY9Iu1nI5sFeor1CQQ8E5nrRdxCqm9sHMvtY36RnwG4cEstKqOtQskYGHicb7mRuAJ+4W7z2tGlZ0mvC0CJQe+oiOaQ6z5+fP3wYsjE2jnZVCgd59FNRxw9p8Ln0hHLSwYMVV7e+FPLFdPUh+PlnOYTbqnkQ0x5IXm/vlr2c+VL5HbMlQQ0KKzxy43W78eeUpHXUC0oIM+LKFT2huXYceMgFuRf0lhrNXyb24/zqz1LQxmkphsCY1owbEn1cwqamST5Tp13BuUD3NCfbvSr8Wrr71+zZeY64nHq1sKfk1mYthzEuoe1nieqeMIRdpYhKKZzQt29rhPGxo7S3O1fLun+tTTBGFTdhPXbtFol2GKo6yOPYDf1Oyak1XcLyIiy7jM+oICFcih6yRD0/t+WQ7ZC2rtF8Rf9r6K+/j6nW8xakekBFWr1MvTXLHd0uRPfeZ/ZaG8bd/ue1Gn3TfjIYrpmqEaDvS+S6IBUNZU50siNxDLE5DgeXhG7MC2Aeco5iYremWfXHYci11NhS4whOdviG8AOgG0AIAUQkKiCqR8OQeFN9aWG+bXx78HYvVdiPQ4IgurhocURxWHae6Hyunzy8ecFoF/wMeHBC5PAilKp066veqHflZRWwDW+LLnAkkcXNiapM+43njW7Y8Xce0Jjr98RDVXjez6kZKENNzGbK/TSbqXf5IbWZkd7KgNCi1MAyB6jT5s80LwwgRCQ1wY/c9v33mWQL61Cmd/VvpD3sjRd8ETwj+A01/3ECCpl8rDVHvqz/bbsOr33JDxKR13XVTUdfUOPOn/D6lq3fe0A1R0zA/3dr+DJ7rfLTtBE9Z0zXKX9G3o7PD/iDxL59KrU3Ps+yR+JbZRAN/EE7F4aporL3MI1iR6whO6dgHqODs7N9xDPTC79yMX2iRngU1LixpmteqlYt3i9XlNSE8NALN+TwVZnQ+x6/LIefB/THWrnfCal382VSaP+T2rJa3XdKpZsuOU51Z75iW6PtVIfSAb22lXD8Pc1AUqCqp603NH0KWg5TQyLeUif8f8WsPgAYepZQjjZ3EZCErLSwEjfoQQfK3PcFkK/MC6VeEYqVO4l2Iu8DnAE+TyCakG8nVdW4pkrt2hktB9gP/DlYb6kjWzMzHDbCRv2VbDv2QopBF1LZTr6WSnVnaAyEpZcM+J1hA5OCd8kezmAGyZnuB29xJDntnZy4UiSWu/r7402s9yoBufd9c41x+KGK5In8jDzh3JE901/muvr/ZD8hOQ1YmIAS0e/gIUe4MdG9zHfiJYC8Aa4VXHy8eamIb1Ntv6Ov35C9jiEAxbFnE9SkCXXcvDlLLxIeio6byHbY0UtQyOBzjxwbluuaYXm5o5ubpgCRXRv5v/95VGw1+15hW6n31KBLpn1KfdeHpxUuXTjU3L0B2lrglIBgxr0d+nroR0gV5ATQhwpTa6LWkBWyVv7lkZ4Law9AGMia0OMBFxOt8vgXgD4sR/iEiwgPyBRMBrg8sAtYD/g8CJD+JPpT766jiTI/GfZZbwo3JZLH6s1utB5l3R67f1Ef+DQq23ACKCi4wgWdKt3N79D9jd8sKmNmZi6+QcJtBxM/g9MgHQNdc0Fs7laqFI8HKOcJ/yheTt+jl8Q4gRxG4lJoWxslsTFZIrchT1Qiqc9wAnE9+xxgL26af8SPRZsv4zDIo++xa/rzIZL5dmXqduVQD/vtvO1AVsdmGHTqQsD770ulVr90h555fZN8ntND0DF/J7u8euxhmc1LJTs3x7p8fDivmFgBElQVMzJcE5wbNLEKInyQxoMYHzLJJWs2tqs7dFnhNi9scYqsOdOmcKEIG1uDR9cN4dw8WvdUQmr9lVUuDlpc6R56rVTw4x17D/vqgApkRmmSo/tK/psk/5eiE0n8i+iv5kSPRFmb32b1AWTH0OmKfhaGnG+sfgAVKnhDaGlgoXV5OegJxFsTb0oIyvUk6hnK0sakQPPxhkTzpK4kmScnVe+eIxlZa/JkFqqTPQYmsuqy/aj2cEQOMFuGpPAeQ0Q4lSF00oVLGaz3PkVdMrhpUzFJg5Yg0/HCgxDfH3rxornjQesIDf9dYfmbeD9F/Zd1twDiw63UiUirwNi2WbcD2wwJbX/BsZBrzZAB3yv7n/DPfWq9Zq1PzeEfTE+YINXutC1FC986bt4qj3tOpl5fi7e/kq+fk6CBRVXPLd7vJdv2SzmR7PDin2kg50KCXRu/EBrssWtXltcOng62RZgr/xVrUayzXuNbWOU3Kx9npPoXUQ9+K11YEg//H062yc8sDb1mBM84k/gQkit6iaFHMYFBQ/4R4egeoj2SyjoILmRrP6dZnltrDyC7hryBpe5jXEjkeTIcHGL96MGDtbemMEwArdeswds+z04s6yUtXGhRLwkWOWCWyOmYM0PNId/qQyoA1yrsmI2bN82rVdjWoh27ngHPTZGXf0jVqlTCCwpMbCJgA/KDsSXTsbqXLq1NHvjXAuKYlSF046Gxf6cYxt2+59xz7/khjeZLHxYN+BVKAKDLLNH/JIdcdXxC38F3e9kXXoNtbCabSfAixAPlRdUey9Vx3AeCF+VqBjx2+OgrzQvEv7JnBiwQmirT74PakvsbB3l/jr2XnNZLM5Nv1aqq13Y0y+tWNCBATLoC9QuD6CE8bdBj6Ccftyi3ZitV9j/Yp619pTpn09tuZG/8JLwcBh/+mHDfs7Zn00e9pyCVhN/oTNSZxyr/if6nGUQzHnW/+WVWH0BODG49Kg3ALIAfBJQEYJLXw+a1A3Py8NAwMbBhv/3GaF2gOwU8Xo69Ra/LY51EhCEAxjWav8TQZ9cJuz6bT9g1mbTWUKJ6U1bHxKQDgBoQx8/tUCor3b/+2fL+1GrXxIwl9cIvHk+mYiEt4anZD/riZ4sT2fOHfi/StDWjUksPLz3T4m8hcV269lT5gU+noWj93rfQjtK2Qa6pVK1a1GL5nszCm6Jj/paWV+spHS8WJkFT3GncnTSDja0n4ArydRpQe2rQwcHP17w1/dneaXUbzLtatPa0DVShRQvWqUICF/tBGV6nscV/uE5Y5xncUhOykz1FTCgVZlfYInIm1fc/z+MoMv9MakDPgGEiD6KGif9wD5Zj0UxzHBoor/2GLYKQypRVUP7dcmIy8Yhwm4O8E+R/A0o49ok/rsjFdP80QiGIb+TdGp45EO/crvBtzUvoOXuU+0wAJYvJDpdY1kH2obFsLdFaaz+fWT4n1h5Anh0YeFpw0wDtW6ZuXaN16GvquGULr4fXkwm9Qpa/g7AMPU7Yl4khBHLqvfig/LBqgvRUqW1bXt/2gw/M7g+5FdE1LBophekrMBNTeB3QxIHvzE8u2rlz+hjG31UmU/n3q377gln5Y34A0QyKB9DM2Gn09dsU0qYt8zMP/PFHc9v4Dvwx5Vn/iINflIx98Fyrd7Tl7oN/VvI/9WcvgKIlWk4yhCHLKm8D/682HkE0FjlggNE41R4pEd6xBDE+d9y8GZpPIj+C6plrda/xhsn3U5E4TzjTwKixUaMDafbmmxavpRwS0gvnzvF5Tey/SPSAmZaj8XJD+wRPcPMqct5pCdESwRAph3Dv9F1ZhfM5nnHubXnf8p9QkkCbzaPca9Dexm+BowmfkYfcRLQJyyYS5ak2W648k9ndENQCucE0li8HVb5ZMyXuvnEDHoDZbfDXaetW9U3+3iP9DnIdavnYef4FqdzW1yT/SZ2OubTtvqnIsGVnRGjjOHbvn2Rj44FKBBQP1NzKPrP7FJST6J0q23Bq+sT10KJH4TD7quTy6iktiWwYezWlxKqVPOHYjrtwC6XfDL+jdmDbyGEXwpv3wjpJbmNuZNy/CF1GXDYPhJt4P8W2fLNJwNQ0b7wgPVE74PszRSp7jeCcxdnEVEjEMofLiDKzREI/fEP4d3hw03E2cshpMlYtxBv8yy/8GdUpHOPISxzKIHkNvAqvU/upaFLKg7jv66eCkEuAQBmiILA8SJCbCPMxWBPSxPitnnv3uoa7j1OR6S+au07V1lVjWEb8wVimLkHeCuEqezMNvQc3OJUg1ZbDKfuidlovGPqeuOVCnhgf5X5DiJqmIuHRziMkr68SXfWVfVRrP3dZPi9ZbeBVz6sFciKgFgBSFxSOSDzmJvdGrh9Uy5UKCjZq0KBMt8ON+wjSuvxdIFJVQJzPm1vu401qqghAvpWfdXjpCj+s5bYuTIO7X3lF5E+MOMZDYeJRcUiBcaOvBt5XqVqTjD0lkwkn6eBVOSz8w3gCAAPgbSnhdJ00+xEHFfi/jupA/zuGMX/fOeAfwTcrBOHtyjfvaz/uDk9SBnO5FdjE+2kd2qyVDOp2YkIC6M1ou6rPLRN6SaYUrKggCqgDmmpZOwvfGXT2bIbzjD+cD3m9S1SZ6eVnld9nP+tvPqdQ4pS/PyX9fKfnZpAg5hBIx/vLihaivQKEYSBKr/fSSxxeC3oLhNvyeEBqhe9jkjR3/T3revZXJ9K097r4p9x1sk2LWVb5HJY12B3NXk3PyUG/678j9OihJJvTexp9Vyh2JBHN/1XXhvM90ffWoozI8XOZ2Ur0IOky6g/07jBwAjnlNMm3gxJcMt4hIVlvq+IvfELN4iKMtsWbU00q4wHmh/KFExcTztZDEnYr3xTyOSkSUqSa/LYtX2Zkmc+qqHIoNtOTpZIr5t4rt20hN2OqodR6W0fbcDSShr4Rutlp0DtKuBI9eIQpnQIsbO9wqfD4L/625OGIypVt/6/PymOIEr1FQAebO+aQaj234hZAOVVb51Gucs2ee8yX2odevF2ksPdgdtt9Kh2hGn1XCz4fxwn/SNHP7YCiKPcR2fTYyiTfqBqZO5cgOxfhFBVycWGvBg+8mdI0ddzEIZD/mk1S/OmGfJygAwUZe/yx+GRUjHhSElicJosWwYvixsapQa9hFRpEgbvqXCxsu9PzR34ze3x4STm6ueE3wSaAiRIhmjn9bKGwKqzOmUSpro6PCWVxRydbrekSf9Cu4gkwh53dwNXsItqlh3NsJPrMi6iqKVK5IJvFFd6Nvduym3g8/hbe2MC7AO3rlejRueaeGHaDhRZPQTONAziLZCBvC+UBbGuhf4gnGIjIQbJF9NRAAynpIPOzFOk0hG8g91j3yaAJgOuur5CUXj3zH7MQe7Wi4/nm7rSap1rx9tzYKC8rNm3qFRpxSVWOfJgmQhnoeXu8qTLLDT3PY7EZevqOfn+wYYkT/0GLxowS0WdNQzb9gx1nsJmIWwC9SmI9ko8PiFK9Rl5Jn3B671O8p2dXrzYUcim+uFTilXk1h0u94sddS6jShSf2SgNOSaNkH0SEPTajL7ACKXqCzJ1XUGEKsCCPS6CrA2IyaHv59orfZsvl/jTJUH/GNp7cJh5mbfdaZ2ulxexPuGto8JLSLIlksvxCQLjGjY19S44Fzkr/oALlPM8z+BRV7tSTry0gEWYqcAJFDVJ2Zo6UxwyqE6hziLK7Zy3PLkD/JpyMv1frTGIa2zkmwpomChdouyk7tuw8ThDLIWROSMnh0aCFR1K7z5GjQWMlPuvVMv8NZnGFUJGU3xos5oUmuu1E2/GVs5VcpLpn5Fn8h4SH8onMkA/IbcNFcw5yrgRwGiDfWeWONC1vE+Y5s9ti4sC2ut4abR2AdkkHD2oPHapYJprdds1nHsAbNvaQohuN8ibAhwk/1Er1Wr7beIJp+trnEI0zJO07ZZwXkSeUkVfuZOCp6f614unUnnbAqPnRxJxe/lWySdrJkxMqQrftC6eBAnJDxWd5vX37Dbu1YyoZGyvyEs6y+70luGnawAZzH7h033nOode3p+s0Xnj59Rp9lX0Pv3SZMS8T7ikJ365fnNEmclPDhOjg7MFE8PJnm367z3DI8GL5t8yddyStRQKWx1VnhtLHhSZXnU45IA/8Yntvzl0NjyObbdf1Zyt+PkPyXfzWbedXf0m/PhVatuRmzP01WT2yTLTbeNyz6MtCEyiqN+jJwrK5RHMzuzdQ7bIkDyxf72v6MjbuUbyQ8WIWzHvYBriwuGNxNzk6OJ2YkpWqh6nVIKqBsSI/40bEXhf6ydCsjPyNh+yLWnsSeazJBohHAJHgQvJJJLL9luhbbI6u6X1E+5I2hPMMXifMxezNlFuGhjXTfhLQTCAWt6SPo/GMtFhuVjlQ265cw4bCU8mwDjgZoemEagw0ugHrZ4Cgvz/1PXpe3PhAqzLeZ221byFngoQlwiV+0GddTxMETiCpwr6RswjdOTpNz61r/gFWMTMNX1nAXDqm1Sk81J3W/kb9j/1PfA7se/Q+uFVwzQKaLOKJsk38OC13wBMoth10+pwGPLRkw/9QJtakw39oiWIYeIsbzHvFru7Mt+ybvpYuG9NyxX4KasxUm4Ymr6xUw5C7pgRnyPcJjfjSw0ozPoTL6yL8BUzAM5i/Iz+8PbGdV+c6H1G3r36yNNZCM35KMQREtIBHHvVV1DmBL+pI9Dru2yFEQ8TvsxCdvOwU0aksHxD5HkPvHSpf8MKQ1Aa9KIjaLX3HLcItgV/Wakkekw++h/A6p/c/AyXlsb5HZFTEEEx8UURR1po8QOkC+tEVRCvAAghaixxPNmgIY5dPfjvg2WKFAXnTn4l+FjNp+MoqB7DNl3HuyXnVCgBPRlywyM8jz4QsDHkfbwqxrOy4smbpDZmhXxBnV+5otp+KS6pIEmIbMzK0LFuLdX327zen9U0N5s4Vb3Qw/YPxP+ztsNPQqrLxKt5MuP2QsC0053/KQyGHGPguaCAZELb0iC6h2u0Nqj9H4SHu/tWJwA2rJIOYbHruPcO/CaxLj12/mPVunj/Mno1H2w9YBxqaUHjT209MkQ4Uq/xA8PYw0HHszVvad0f99VfhuNFv1S9Va+tzATG7SkcN2kI99xhTlLbfmI54bvbmbn0pWKOHGK9K2kBGBmGaHA6JbnzQJyCHgocNb/aqa6vu4vBkb8xvqNBp+ypWuTI3TirnNRWhld3zH39f+JXf0sPETtt+oAqtklC2N7R779PiS1+7GbZ7lJRwpr6R5wG9a1A3sKSuSStFOfk1g2W/EP2Slw8j8DTQoDdVV8iJ8QOshlDeRJwvLE9UHvw08GyEt5Pf5kfkd4bojD48BbK5H1EGpdNMJxtPIs/YvTHMr+FSsUj8ADmixqaLiRZjvV1RO3fEq7V/qiXddLOXgoiCcv1Cya6wAFXJcfcYffULD6ugCwWfjdkDE8lRGAi04d4DjYobOnrIKC0c6Pbll6YoXi7FAtWKSpWZ3ibepmz9+srDdY9xKn7L3r0vbvRKX03m3/VavlfyX7qICa6c5v2aBtQ/vutVz2tmpS+nSPrvs6AaxqdSjZb66G2p/PqR6UA7Zx+WlJHHU40G/6KMHWHFs+9+RYW9491iRzHauGLVbgcZmKaSek2oN1XaWtX1GuRDBJsh9d7HWBIacv6aPPkY5Sr4z61UCD1/OF05YpRK0jXyTyU/hB6iIsWK8bbtPvyQl7VZ850W5kQN4lYB28K2RURbgamhb0tQvRr9Pjq0obogXhaq2Uy99ZC5kk1K1nKY1VPd31W0riDRjolN5EtA3ylelGAAgJYYeF2wLCfa3tYyJIC/IPpClLghMYQQCp8ZPWylcUF1BGM4SHQQEznyfsgTQj7J0nyQYQE0rYGGXDqqDN8Uz22r8bCGvyO7oieITshvIh+BJxj2dlgq5GnBsJfbB+PbyrcrfoMZ18xwfAgAFaoNpuvgiXU2GN5oWj3puO3YW0bicHrza7XqODm6ZWjr5wkJ2/Q7cSKzMWrAQdmcph5JLjWo1LoKsyt8V/ztVfxwQi4WSV2A68K+6p+CRCFUJmtsq/GT66IflXHUmqzw88qeEu8TyUr1oXWa+N1t6nNAeeiTDt2gOtM2CLY46vzxKS1hPf7OPfawJqdKPiP/px1f2Wk7HtT5MZ2TFxO0W8Oqr3NIJMIiUJuqFRguHQtiMFPrvvOSQ1j0SpuJ15Tfn5SSqknM6EMsWOTAodo5kv/AHVzhpQpvV99c/TAmAyRt9e0EZs8tPDB5oqfyzdtVer/VFSTbAwcGTtSHzlA/RfKWgXLt/Hqb2w+8bpFg1Ruadf2Jsi2sZ01D0v5joo/140dlTS8fk5+GcwrPCp4MuLnF8reJ3sbYkBsze031H4TkLGxGIZvPm30awT0djU/ES73fqnx30uJKUtP9NZldv+nhuLT/+RWSXkdMnAcHJDSNLRFm4a0ogGH65WOJxqbpKEDPu5WSnmsw97Zr953n3Udfl8L6HZc6tVj+4OOgJryelS9NT0oWKF8+4bJ359sl5P3C8y9qD5m7HBYVX7UmxTDgkJZDAe9K6U3LAD67jfABGs0olSP0spn2QLIJrv2aEp68wUAveB9+47oe0UIvczbst2tymFKbvCpUkMO8DOje4iN+l6LXT1JKst8npIZ/GH4A+CjAF0KER9XszT2GsTeZdsJ5zI2HbkkHb2oNkGLyGHvTiHQdOJ8iC89KoAzV+GTE9kDe1hz5hpq7WZGb9wKHnWrojOPACwYek9BuRxI3M31rR9mjnEY0DRw6cP3xoCIMsMaD+qiGv5Lyf+BF1rcrWMMwyUEWBh4WcoNi+UyimXimxhGNM3sM+g/CNRpJNJIfKFc7t7qzK5wwdYFBHn65hCOztOfV7AqxdC6dDgg0y0OD3Ii40cSySvI0gdkWLfiYdJoRNdtJtBPHJHtgDzEJdSTqiAuHLP9NoptYh+8ZnZQsGvdwY6Mxj6HpH/TNUHrWbPTVe5U/G5iiP3cI/bw71+LcjPOr5yW/d7bwA25Xe8Dr6PNCJSv+dGOp8KwT97VQabLJgy3+HfVXOkdNg3k7KPiZFnYuxWPChpVmjEvU+vAfC/kVCtRukopFqvgsWMFMer5J085ecAuUNEE2vSHv0njBEkoY94XFCW+Kglz2e3Hin+TkwR4C+HuUSdqy4N2jGuhDYvbE/Gp6LvFSQhXImg/fk2hHiY7i2XmV6FWkXRKJEhHmYZklLTajD8eJjmMRFCrFMnzxhqeDNKaW5wnvRt7tPEs4tpJn2PZQKMjLgwFymRPDFgTZRcevHk7OFQe1T0UsA7nQXZX/Qw4DjSR3hZ53N6JuRicFfUMMe3/wADB309/2be3bXSQ4qeFcfpt7zV5xq+o3Q6Wym19LgyfDE8jMu8wzXGlRpY/k8DMR5V6EDxq/yvhb96FhjW1rHOylPUQec9cqoROSpYEJSlg1/PebTM057raxbnfS4d/B7yvGhjwJHkJUgVAZMx27TZ2xTIVZYcU7nNBD2Ey9vmUkNCae2QExV8ihSKIcvp01+p1OW67Iv62EUL2+uSImWCRnBd4qXX9qdJ6w96MRF3I/yMkgNJMn0gyyMNkxrhZOKPdqtfer7cXkDkRvbnL//tcM4SZE7sDdDdgAtNbiiRrg/jENT9cTrbdEbWr0gfVk5EVQPcAXkJx6g+gN0wc4P0xPFxr2dtinQHFiTMjwixALSWr9AzWGiAmqZxPNFssciByuqZSV8r/XBck5jg3E6FgOwq0MJ0bw1QKzo1OuhAlNpULVE6cKcmzyqxpXflb5ZSjLY53vuwo1pu3A/b+Qi19GDM/AH7Uyrn2fdcfAPxs8PXhpocjaM3lyQYIaMH4R0nX94gv+HkrE/hERVGeGIuk78PRpfYIbZVfGr8ghm9kLXrpOHXwP5fimRWw3cVIavzf6+vUx4UH/ixm5zXL41vBlpYu+6ZLXuYlzikI/WnZa9e84YSyUJrKBb8orA/AuaFLQQlDKMsujfK2YPEx9AICD4TYKE28dEzR0zPOCA/jfbMDXgaDLdFKBZxNBVBPJdng0IFYfTzQ+M7USow+RRJFitkIyWICfkAzKa0/GnEFbWjDli8lFxO5IdgJTod8ePCoYL8IjwNORFRfeyyU1ZMJJQkz5qcpBAjEvocRgdGLgfQgVR5CUo/tZhdJXWh7zU7lti1FJUqo0OpEyVM28m3jPjfuxqWQYefGmWs25ygx5wU2bcgIYZFqjriohEKR47RzTu59BLYHldWfO1FenqHofo05hRjaL8XmUKyeWu1Z1jQbIsMys+kf14Lj043JxtZ+pqEdG1+hyDEToHBKN2ncjXb5FDdumpkmGaQ8lw6DjN4wmHcABwPfb7Uvu1PZbuvSe/P8K50z7DVus9cDC24k7Gve3ueoXcjx2Re1iWfpHvocwscNLQjkeiWfRigNMjbUf8IJkAn0NQC+UGaoRVROaa3phgexYhgV4SCHAJWYwPIz1ZQfZWgcLaDc8BhGvA5WJahiY+sxtz3pTJrOwOlk2Q9OafjmOU3YHLb6FM5CUoxz7wk+yRyLyJrJHgDKtieeDNyvG6lyl1FioTFr0FIS4HSYzVT1Ro0IIaTNSAxVCzsQMyZamNImyOf7wb8+936JviJeDUS/p0CEmplInSo9Ej8YiSQxe4ML1Zx1V8i/XeFmx8QeVpLCK8Smz+U2pRK+ye6j/yXPauMdcT6Y6MzdS27XnMuSrOFksnyM0OJrBJ+WVQbZWeJVonsSki3AJVSohk1J9U3W+h8BZbfp9EbaDGMscP9KTaqeJTuNZAWRALGtP1F5SO91zsi+zC+EKYQarTFQ5P7l7szKmaMik6gBDeARgERrXwHELUiGAoLAOVQkkiJE1B/5CX7azeIIQttSdNYsnHZV1zzDx9n23149KfmO6HDIdD6RqBZObS2WXGjwJlKlbl8OOTtu2cYcxvBzgdFDa1U9mABmOuHzTaELq/d13FpUkIQiHbSIGDDea1CY/THN6+Q/JMDUlvSQth4N2JUt3EfQOLr3eOG06+TlOuCsZun+tVdIcBn7yM7wkeAJUqEh9efyZ6JHLE06btT8zrYdYBuS1PImCnBsvAVyL/kT9cyQMiAkflBCQPoaXB30oTGQm+CchX2uOvgGJcbSRsEf8Q8ID5H7M/VbEJxEn+SUR7JxlU+6/zWKJYoErAtvfm0RvhhBl2aQMA44G04T+pcylbUoXksz2tbT2Sfg3GTcxohvbxsZD4DvCVobtgBwtckpo1hOtFegKztY+MZnhYRJsdMKGnL8OsbbMqC+EPC3Vn7tdC9dAo+Dg7IMSMVC1lXeNlhxmXnqg5GlOcac0oPeYJJ2CnxnuMP2KedrS3vvkKJpsZY+SgZV+y1cblcFtJvylF6pT9gFC8WJhVah49ersUcnLXAb/cvu2QxFJ71EeIDoAqHum5wVJesjO6BQ3jQzMezVHjBDnR7QomOvQhlV+o/IOrtDtjLpm6TfRgY5tHoe6syAaXqwoVeuvAXrnwI+T1XenkHy2VbQ1OL2hEioUTBAF5ej5sfaJ+Lca4n0x4ZgalCFySv3If+C/jRw4hx8msPWZyblo24OECwjniSnKJABEtKqWAAOAEJU6eDLIHznNUxQrHVqM3Si8MVT5Ek7XSnV86XfFAxr1523yrdqVw0Psz75wYTkkWR22Z3j6JDP9voYfYsAiljd97S3NswJrISYKGztnu6S93FrRuemSZHg08CoFxB29NJmejyaLFvH+kIBHrxsQ4OhJQ4IboavgdkYDp3w8nHORPTBLTbrA5ojrA+/TdD0KEuJ6PmqVqyAaWhwA0gXsA2x+yGtysUdNkaCrPLPvA7C7m2i3aWpiGdMf52z+sPrJ+DcbgH3g9626uupXeLOiogSCpMchFjNqSGy6ZIlpPoi3AY2D0Kbq9qUSDtV4/nmz+5P/8PBQ2XqteTs5bNOvA9OdIApXvZRkEnwvsaPW+UwY+yO4eEQ+xmnYpvSu93G3lQQ5Et8YN9gF5c8ewyccR9gSdbQzT0q20++mFSruxMJz0UTRIlFv8RyUrl1bqcjduweuYbPbILGNKiAmI/+ICO6ZQ79ZhFtChm3lyaj6puqHxGQD7iH9pESuJQIcey0+4LbkuGQz9U4q55xAiK/mwixef/lqIRwpyJ3XLPMiHwIXRNRlSDUIGZ3shFMA7kEbbAXRCkxUwK890r1t7ZPxbzL+K+zpmZkiQq78DpooBTcwPJzqffpwaIIHDLkfwSrX58AB6ndCYeNz8csUEcvwf0G9KYeDYjmS7SXXv6dMHm3W7bWoBgGKi8D4xAztDPJDKfZlqNZ5FJb5rPwSuZHkRltrXHeZd563izzcTSozqsxsTjTKtx17OBnGSAZAGajbVzt53zHDhmV6TKjqYbsOH30EzTEVYXwMXfX6axbQK2A4Nxbvq3kl6suoqwK/JYe/U52a9/3AZooxUtrIwFVtcm7xsA4mGix6lOA14GEGyZW171FTE5MNtzvoxi8Sv6aA1jy9r619Mv4NxlQUSO6OuKw82EiCIlFZtXv3vCrzMpZG9RQyGN76zd96iwoVLa5VybIxDo1I3bdqVbEM8IJKO0akKHmYa/9QYOxAQ91piwx9oZOtqzIlHfyL2q77ymgcSYeOYvLFfsBRXXZuQ2YAtJt4/g7CSCTqm3XcwtuGfDI6BViWMVFuh4UbLsYAugZ09APakPhTbcmWgY6pkk1R9wxeitHxqHzESByzLrya4EXoCCwWStrwOoVH41nH8xkcr8BvaVrqsnks+OSuXWjtkVpeDvrmQgJIDQ3F7yYRJYlJBhVOkcOAt5aT5Hd+mA+RD3SlMFag6kEhupBooaR2kuvbDfL8ObL2ySjIxpw2zd54Q0/axElY/WdMQhZ0lh779xGawKtpvmwZJ1xRAod8b6nERG0bgcMxQ/5ltC8mFb9zh/M8Ds5GCo1OJZ26eizd9VBJIp9k1DMeRtBm2I788WbGyU4l+XJ01yoU6L6POtpFWT/o7E9YhgfP+4VzHGrN7x/P+5yyMESCJIkg6HYJdamu6TD9VCstdF0LntBRTQPZFLiAMz0ukVh39vY2FPGq5Dus477II12YJVEjupJDRe9G3m3Ed5CfsS9Z8jnDuGuMdbKr3W8pWnMy7BtKF2LCrz11qliOXAcenbZEjPOCKCJz48jLniV61tr3rakBJW6aIEYDtTkwa54+T9Y+EQXZOGcyRVK0jCB2V8SXHxBWTYROlHjzoSybx6GVxTEK3l0TCZQM2wldpv6nzBJGGdx8o23H/c7hmc20O6nOIz44D8lZCn7mRaOJpt6Ln8hel1Jyb/jKK+L7JbqXGAzmPH1oBf0nTMz2o6//M9nPkRVN6+2MuiUmGptCNk4R2yN+EKA7SLsI2lLDxDv34eWAlhad8maPCZMxws0JySnUY895/TgN42/ec+iz+phDyWJdzSXrudKFbUGRkYlXyB4mJmggum3s7Jg/hhTmP/33RNVmMtFka9+35gxtR4AeoBIIoKu+JSnf7lVrn4SCapwfEW0DPpXMxrX85tMIuDJ/2PNsnEAk4/cRSnkGmecRQZ5p6MWLvF0mihPgbEbHtsX8Rb2XPmDkMCg4hFicKvJXpLL3iMLzLyjbRfTrxwhsQSZfZ/p0gO7U0vPPeGCBTP2wkTezCrTeWuOep51Be8sK7JFX1yZbuf9tZJmXzF+j+s2NxgevExM/kufC+4TnZ6Z9QpukyzfPUidbqGjguJHvAAcwwhLg0LAeyz4n+lwy02f31HTn0doDKKimkULpkpTos3qG6Bl0xbckaulE5KR5DLK7bbWxghwMY0C5unpSEtoceDmIqEJat9Z4lqGLZEa9IMP+ADZEPgpKnmifKNdoMiODodMd1qUfZ13jx41TEseyZ1GhxRzqtGU/PjtO+yGZ3AI7aK0UKqdwyaSSo9iDWVRpvaC0fHOEwpm0um9Jzn8wIyR+HyBK+buGfofPJJ6tx0oeGcYIr2b4HwqAcPilW5g0jBgEwcQo5IKRa1NzS9r6IecVT0gHF7B4PiD5gm0rd2Itc+Yuln8Kkw6AbeJ4LhNd1lemnvZZmZxHaw+goJr2sLgFBuIzeH1FV7wwZPQLGWwqWRJYy7exIvRQRee0BDImGHgeYhkevCwqVhn2C2G3Ltu3ZwDWjblxTw6hPpRtm8aBw5Zm3LoA+WP5/Pk08+nI3DPoSYp2m4pzh9Jr8Phyy5lzp0cJZs5jtCp+F1zPqgonkNplZtQ9bDQuhYj+R3Wyeyhvb96jgxcm2j+effddo3VCgTM7pPgm2wKJznK3unsBeRwwAeKFNJVoKqptSByDWQ88wSDqB0wCZHAVZldYAUlfS0jm/6pZfQAF0TgxPEVSBO/V7nfB9oZE4ByiOUeIjuAzlAkp6ZBC+l28enWrjhvic0gij75+XcXB3Kaee/ZwkjmHOSUK69xZK7EDe4Mye/uNx8yRrrONvs6sgXYzbqe5Lz0sld04LyVkfugRfSMtuqpx7h7Y20gxnYtvCF0SupfL1Vtq/PZ5HU/mIdK4kv2qVbMZ85uSnJ6cksr9Y23WrWNPSWi1w0Lazsn0OAAExPZqzkVb3vCVV0wTv2a/D814Cy+TqkRVgaptTNQYzby4VzbL/+knoVRbg7RwbNlUobigN/Bqo6XF2vd7vt2f1h5AQTW9xEtZorLCTRZkYUBWniM6lyY/w4YxN26xN6HSa2Zl7jHudcChAqAZSrNlR5edk5uoVX6joyycQ5VP7fveISHcDoBjAtVGIVeNsJs70cN7zxOTCzVe8InSES//prydwdamJEBzqCRpfMO7oy/6POPDALnIcs5zen4ckQF1Deu/qNI/4OPB74AWoubRxim+q7al0sRkY88KYL8XflLoLNQG1kyPp9/x40rOJUxLilLJuDieQHCcFsQM+U+EUJ22bcvqd7hhWb5PUG2LIYoBl1LjpJJ7cGx1f0hIA6IbjbC+z/p2C98Qvp85kb6J+R3gUGvf7/nyTFl7AAXVtARi9aSkRKJEnKqvib7WbwPBsN2B8aLcm0E61tSALGbYvEqToTdQI5hSZljluPEHLwbH1Gj+fIvbqeoNnLPRPcTCgNAFfQMqTPplUTsiuYcJE06HlsX2hLX3+xya2OI8yBPwRQDuxGcQcyHnw5UtELmjMRP0GsJ7U/NTmR6T0HQPfuYZo+WNXn2Vl0MLLKRNG6Ocj7OPj5a3y0QzXm+sLCrvgitT8meoO6CNAsd3MMotFTk+7V6wNdgJTapy48tZPM//JbP6AAqqUcVWndQb7aahaMkqYI4HNgHds1iPrvifHYrcKT/wtDLZxI8zy7uqtxI9SgzBzQXyJpB+A2OCJk4h5Yq8Bki8rXrcSKzieJBUzYIighPI2DZx4sTs7FskiWtuqn7+ioPNPRFqnAovKjXaHnlPP/mCFkLI6pr9bU2IMCFT4B9va5J/05YjXBYvFRjIvxCGovok8l2ocAU1aZKd4wOqGMfDHDDyZ6+6Xs1xLKOWVU4z5euFIYRSw8gj1r7f8+XesvYACpqhMQ0Na5hYOrVWYPwuI/9MiQ7t8FWyXSEJ4Kh9Nra/7ShdJzVo0FmVTEr2BHT5AHMG4T9miJO9Gvea7nVN1wsOHHRkW/WGqNiqFR9T+40bs9wWOSJs22FTtsYsVDnAHYPQFORL04mmo9dGnlNsgqcFr2KS++4lZuj7y4D6BalVQO+AETh3OJeaEKEc5mU6Rnky0rwXMxMX/1Xp2pUG/2Ksx4UcD5pLVWxVdiyYKBhSJngxgTqzeu+A9Tie18eUlTihbHpPyCEjv3xOxN9+EipXVh9AQTNmH5NPC98wTu77a3XY9I8GFJt4/2HwgO9Tncfd0fPNHBDic5kZELa4sap9UO0bc+uFMCDQrta88YDDUXIxCxdmuS36tbBt0qFD2dm3CI8sEZ8Jz0+EFehxEhSsegORml2p8t0YbIm8UsVnzaJ2maoUqg8YY+zIkVkeT2EvL8ZXAUdk4eWBlxHwNeg54lyeyXq0aAi2y2/rePJ4u60Iu422AdP9eFZ1bc+h40fVLTal/pfM6gMoaPY70e84LU2JmNMErZfPV3nulxpJByUDkKpT5IVwsfufPMWi9Fl4NMIQEjDPzcsVzYrBowkRcsfwfPDmttoNoWp1o2yd5bbVevbkbbOQORZWaXGlD3EOkCw2tx7aUlhfvEPxJOag3lrjqGBnxDpUs+QH86BobbBNHLxQK/UD7e0fGcn4G4+yZRlvJDiRe33zzaMmy/UWKPtJIJ/SV5vWEK0xpZVFlQoeWxd3+3cTT8YnY6yQoxHroci5zMHmwAtrq/JktGRUmbT5RPMLWl9Vrt9b1h5AQTImQ1c5jPXeBYicsbyurcOLXKkx6S3KjoEtTu02/tEcBQXe9ly5+TqaJWGRz6nQt+Tytq9U/H3MiDLX+tX12u9uUEBveXpDqO0CXO72qmAxf8Rd5MDRTJGAGB6Atz0ss8Y+YEsYRfxl1E+mFRjmTj6dmAKO4MJlCpcP7Bc4jvuztkd87+Dj4Jf+u2RA0pi9xHXh5yl68HAOeTAOmL5vDQb1TmefDEKEOTXQSQiCfGBqUOJGy4KUBWOdf1f/QUyoLh9X0JSgxT5NfDpPec7/Uo9PlIpc46+j711ytv1Hn1i2tuH+BFshVERACAet9tzwtq1+YAXJ8Cf4l5k8Xb3JuApFxnrROb6AtgY7waNc8vmSo/UXD7pHojs5eGrwUmiY1zqbmKFiNXRVlbTyvoWGPs4xZus8iCoNclFmqj38lzB+PLaxHXrxz92FXC+JNz06iYE7sXAObKF6wKHQtzF/QBMMjZbo0AYlBVefhpeeiW01fppot9oZ9iM/DKLDG2KFrEIBilQQsaOUjdAJmBwoU+RSSMqFAVJkfIUnAw8F/NbI45kjzRdjBeexHgogLGJbjZN4qFEmxz4AAsyKzCqvDRMLdNJNxwo4g37Sf6T7ypoHVhANyWGcFrTlQ7RPdPPibfa4Iu4srKeWvcNWhG0P6BkwDDdi1BdRZ/kB3Bvzm1d9r3n4//o/JEiLxpeTYpr5vFe6b8mXE/fGsGpArw3hD+WHtmhengOu0giydfQWVevRgx9o5DTKNmjAne5YJ3sRW8rW5/wEGPcF6z6SpKJvyNTAkidKvnqT3/wPESbZ2Ns44AHF5AMgHKgjzO0HXMMi5DIaex41xII8CsfGErO65QLciepkZt9HkhveWvzCkOMLJgdJDVoW24ZjFetF+G5NSWBHf8dAoU6BexFIZ1RKBWE88FLgAX/k+8paB1ZQDZ7Ma0Sv6SV8Aa2vTpQr6GCA1cTF0xtAXvIN2QjutvwWfPBDFVcjXA8oEJp9EcVyI2U6+8/L6/Og9BZ99pnFpswRly/Xq9CCBe+higiUNUxwpWQWWiAUAs9v6WGlZ0AJASVxYHL02wgv0BLYEZrhXNmq65VlI2VuGLwPHNdFooui/ymUKFRUn7KrDIueOknlvkHbA5ZBnRWeDcJ3a3o2eAFyRXRJ6EZ93hCJehQ22PM2Qyif7XvKWgdW0K0UUSlwkyCcAlo4N/dt72HvjYQxwiXZs5mM5CHCLLyl2WV9sfw20SskwgA8yC818WEy9SqvVfoqP84Bo4JBoA6KTHg6SLiix6rO9OlobBQNiNAbE98RtJ/7iPbhM97eyMFY4ga2ZKIKhXNkus65nHMIwHLwfEC8lR/nApOA4OL9k+jPr4i+ArcvPi8mWpzd/QDYJ/TYzhOdB4MevGh8Zq1sK93veJnB6walhzluHxDJY33sodirWSmcWLyfrHVwTy2joeSr4kxG4obG5YGXBZIjKJNeKFtYEklma48VtppoNcY4gYj12PF2T1BRtL3KFt6Cbm2Ri0HOAnK3ph6MJRMTCm7woMlBi/AZ8ABUspDvUUvkr+TVsZkzqEN+RvQZQyNsDdLhKLe0Fr0D9pV8vuQE91j3epZCPlODtNBhosPCc4YXjeuMJs5HHRsmMZTjhxMNRyU1p/uCNDTOqSUlVVj019HnsY0lfqGszOo37FNLN/8u/gNwMdHSgBsHchv6Muv2el731WTdFmuPFYYu5wey+y+HAGk3dWPdF++RlnBKmWRAfB75WeRpoTiJSQehZHb2jx4i7hY300cFSWZrdE3jzzXYuUHUpupnMiR8t0d8n93GSlTtQGDVhKjJ4+ZpoFYrOIWFoUEYTAXZ3YdzkHMlPoZPI8yTq9kYbOKOxd2EN2lXxM71UcZp9Rv2qaVbkQpFwtiVPRl/F6EHmO8XEC2A9GmrQjaLIrbUYLa7gD4BRgA1aDAh5IPWOXICIheQHyaPb5P+Jr9V1E5q802MpFbWlojGSoRRaETkPrDDcdezG/7gPFSYU2ElHuSa+2v+D5OMX1u/no/qyj+uYdzA/XAJ/4uos0hqg9wLD6nainIHSpyWvo8iAxo0c2s8yDGyUoV87pGsBteOKGrsIdqD8Ds7+0GlECEUJhN4OabrfVv5dhUT6qOONd8v1lPL3IS+Eci/kThF6Rd4B1HqxcXW5z/wVhNaTMJAwo2ybF6PFbgk0EIAMduZaIq3/JYO6lB8EZfp36mSZmegQNPviFwMesOsfa4fxUBfKtpK9NcBIEQkuzmn9m6VL02/hyQwcnAImWDA7GRVwcqO8T7kaw4GApFbRDgLhgIsN4dytmRChUL0pcGDgfw1sEIMOJXXeTfybv2oY7X6xXtqxoYqgGjMNDUgavWNmnDFxVsNOYAXiV4UBF9I3uZ1ZQNhlHiDimWgzsBYt7b3k7jyYvId74bez2I9Hlprn+ucGpL4COtQMdTLxWjXw9nWRXgH+H+xvAxRGSH7AnY/AQZE9akkUcnHGZOQamEeHd1ygQ1jxoLsHp8cKunbQ4w4eGSP21yyPieWLxcJhNMYaPiG8O/Q+wPFSLzZsptQexINvCcAuwHsx8xuHYon6XEZMMDicQkhjSreagipBGZDaJznlbH3JP8Ofk/QJ8hj5WbKT1v7SlyZMvmOZx3PZuwZvBG6OS/HlhcmUN7o8bK0jSgRFw0vqonrQVsb5wkJdbQkIHn7PtH7Oa1kmTO0UMBTwmQmPCUAEEVJPqcCeviTvZouVddU/Ro5GlSfIDHtkeDx2EoMeX6BXKu5xtT8tuYlc29qhAYAEln7Jvq3GvdvyZdwG5ERsROoKLFccPrmlSEfIITn4UmNIxr3Qhd/BigmLQ29Yw4yUP7F8kwFClE5a5+/nBoAbXjDA/hmKWcUvSv6AldsijtqHgsUDXCOoNkklglEMjNAPua4xGSGyeVXol+FbAtzJT/O9ZU9ndxsCs7biyPHfOLkAzCE/hdgTDziPRrW2FbjOJfa5Df348jV/hsNmX+Ao8DUh8QiYn2w92X1PS8irw5EHYYSDYV7XIIoAG814DTEjax/q2H7vD4WKFwiXyDyRde8HaQmh2LZ/QaGCKEHtsM15q5uJQF+B7iN3B6LJ5EnPAXkrFCNAQVpdsF22TXRuV68Y/EMcseosolWDP1DupFoI85NX6K+YplgF1hHtO5xx4SCAI5V4H5uEd1Cn1VBa+zM052jB4gnFNklM51Q8JYQKFF9R+x/3fyf8x8osCdGJj+ECJssvTHrEdUT2BthnxB98pr6VsPbDH1JAvk8jyjPUcbCnImcnyN6DqA0wPrlh64H2g/Ye90R8WeVVVVOy+74XXGsxZoXy5Q3+FEMQnFA9+rPD+wE0YncrM7hXhUl/FKDS00F/gcVs5J9S44RZXo0L+q/I1DD4EiCEijQ1Uis69kFcsOQwwuQX0DW7q+yZHm6c8CeGVLewKuVufV486lvwCnWPhH5YeC0QdINBkAaOrvh5WBSZmIt+Vz4tfPrbfo9cKH8RfQXLhf0iUDMdImImx8j7W3eqFfb8/1FL5RKXjqqjLS+ic/dRFe7F/PjrYYwyZSnRTvW8KI1q7xb5Sdz4TOOH2RhqODk1lhwTnA+viX6FvgVoJpFCXgU0ajcPO7A/oHjkSQ2d1zgkzYXesDTgLcpJkFU8JhNoADcl/llebpzJIRFZ6659QKen9N+C3hJOYW/FwQTHc+YXEzXicQpSt7APOjXiSZAQNvFjYzk7JkKRVK7b62RgbUfbnxm3qLsBZSW3/YVHvUNCEVLNKniTY1xXSC60JrIqCSKqhqoJNRy/c9y2DGS+6GGl54pPIDcfMkcIjpk2johKjWmOa3cMEizVJhbYRWgCAAtooLoFuVWK7PvAKaAUApyuHmdvC+Ilqc7D54evJRBaL0Chptbj4uF9f6d/ftnZ3/AnCDHw0hG+c2CvA+qWiIvUJANlTegaRFCmVaVhOHGxfmAt6NfLjrRpxFNE8sA3W92IDZNrY6cwYMLXA7g5qKLGjky/X46Eg38m0jj/r1JlBxOlK1zr/0ukQPyIaK7W1BymIYEGA83mK4P/9a06sjcNUrDaYo+kfo4xuV3eQyscKAuQ2iHZeuJ1lv7+j+1PJ5sUL7lt/XRuL9BHqVf51XfqyXcTsDYs5Ms5JBLpWcQ39N3TOtxDQXR0L3MXseemF8tbSO6bpFA1y8Xb2gkYv2ImFMkcl5FLrH2fbPyPb2Xh5yPQOoimSk8oXbqg6fmd9L0eQ05zs+2qkNnos74zkmikwihsH8ohAqIvNgOeTqMwRwfDSxkQcg6rIeAXW6cX1TCRHMjJpneRL3FRAhtJ2tf/6eWD6Xvii9XfFf0yITMD1kDWoHKb1X+WEwcptB7cwb3lCcY2SsABwyqXPBmcCMLLpjgacGvW/tkZnqi5UmAYe7ycYPTxXQ93v6A4+NYTEmKkPhDLkJ4EweIfmtxMFZpCfAtNMR0X0zUtTfmN33T3K9qcnk/0UUDkSu62v8guoZl38gPaHaPgxPP8nfQ8KcfHxKeyEmIXJGAO1giXNLl6ybnxvmFx7WLaJdpghiVoOxC9p9a3lqe/wDeukiaieqEMJQ/0XiYnR6XKquqfM4TkzzRmK6DVyRUCxBaWPuEZmZi4oUEq76JkPWkVHUFS7IeKGOjTIqH+qqPA5/DhG9r/m0uGYl+pApzKnB+qES3EvOLBDlHi4evGpE2OU0nmqEmK1PRY5OdY0DZXQDUxDIBLkQ1TFumMg+aU5KACaSqJT7iRzFMeklESeAFXkW0qgtRl6cTTcGxfPshpwCnMigJIpOP6hQEvLI1QHkyQtIUk4kllrDKyypv+zeU0IExEt4LPDKEO8htCApMeH9yuFk1s32gjGtnayiFCRZ5D1CK6tcjdIXKomnSeOL8kNSbbvbgTPlETFDbVH6Ws6h0ZfMY4BEJ6D1E+gAcEyX52USzxXaBAwMn4ndxbKbd2UUjisbj5YPjzU0l0KdWsM3qA8jKkExFIhEhlKVSqeglMsU35NSeIXoGb0R0WYMdP6dQ7+wYcBlictEbiM6zqmboDS0f+B7Iv8UyjziPBnq1zfhj8cloH+DJWv78/EfVmYdFDqUuHNFhUlrqJonsGDrMwZerD1cw8ejxLJhgUKVRc0c/Al+EvqiyY8vOEzgjvHisfX89tfwzqw8gO1Z9c/XD7JLHutczXYebWoADAa561N9AE6NpvH+U6BJ6T3L7eJBTQXgBIBgz9dXxfEZQMWTHkJ8ICHUZVOtMYioml/Izy78le4p1Y/bGXGEP6fsExoD4tfXrhe2RI5IffM5trU0qaXSMC4g+z24IpTcQSXUj6jaCaEQCUYK5cA7XQ5Ne0eNRwDcsh9b/hiriU8s9s/oAsmNQQuTQ46uoc/oJBRONKJ/jpn7Utge0/yNv8UDtKdHbDKJPrX38egMhkuj0/qSNr9ToZHxG0NzpxFTwrOgnAPZ6cA7Xh5+Rw533xhOtLJ2HvVMA/LUjalfb1jA9rEWxpUGTgt5Apzd6ogBmtPZ5FGO09hieJLP6ALJjLAGiyksAEIYSccirIWtFxQXLTLEpObE4VRcKhkY2VDCuEV1Xqz8PMtNCyk8DCE+IpEHJAETj7wQ6/bR4fDmpyY5IhgJUWVXlFJDKpt9FbkcQc+U18RTyOgK9KwzJY3Nd4Plt+IMkD0js0doB1QzQmj6Kd/fUcnjurT2A7BoQqRD50uckhEfzOBMNrB/RMpyKy0Q3hP6P/NavJB4UNyJvax8/DE2PgtJBNBiCUgIT5K5G3nw+oDpp7rtI0LNnszPq57we506inQJ3M4lokuhCBwYG47XmORQNkAJGIP4fHM/Wvr7/dbP6AHJqIC0C6A0lU1bqy4W39PNgtZdPxR2i+3D90VvzIdGH4kbMLRmXx7UGRA0wnh1EO/TL0cbwv+KO3MwJL89c7kqU1oF1yssxMuhQHuNVoqusMCopHpkg+K5LZLYUnh+GXBcqafBoOhF1QlkcBGDolsayYKJga1/j/7JZfQAFwZiewSRXo0PbWlQ7zG9DT5KglBATIDAu2sMyOWgFo5Tl8BJ0B8AdMZ3F1OAlmU1EuWmCphJ8uOjEhjIEqnzvqZM3I5CtdP6qEFVRE/9H9cvlsb2H5ZiArH2N89Pwhy5xUHPky+9Z+4ALguENBx0gnI57RCl/yQ/vfSJWenxcJrXcNh6P2jWM9oUH6jiXEi1FqCkAkKaGXA14ZfN6fCh/q5K0aX+pekh6QzOitc6d8LqACwIthrj2gtxK31f1XzeoOiCsxXHjRQWEeiWkDvLwN61+0AXFihEVAz+MeChwARDHWzvHYGqooAA8J2Re8C+AdQLjgrASNBVIogNACHIu0Io6lXIKyq8xjidaoMuLPNBPNr2IXgGWCZNjC6IWuckElx0TDZuYYNDThRAUn5Eozm2irYJqSNQLugsc9zW1beUK0ZW8JFyz+oEXJMMfCKhrEdXyLiBJYUuGHiQw5xc0NjZYFyRblbzNbZG/eVtNEpvaW0RvmU44yK1MJZoK5Ug8CMhR5VbeDNQcqETpxwCuIGCFrH3e8svEBAtsGTw78Ed/CogHpQsO5oVZ/cCf2n/PviD6QiSDoZOklptfE0l4lJ6HEA0RKGQgksV38cf8MyaTEnrCWG87F8YHbxWARFBpgl/GEgHYf9XgzeCcliAqIZa1IWqDZR8QfZBXv2v1A39q/z1bSLRQeC14c2ICOaXqGH2E3Ji63UCigVgGmkyxrDFRYxWGcBk662gZEXkq1hYvAMf3bzeB1eIJRl0muvkflyQ9M7P6gT+1/54FEQXdVZPDENADD7DwUOKINOldkLdjGcuaqMvQk4ZlwOeIZQirgImBd/MU9fv4Bq4fke/DRI++NuQocX65gz+PftfqB/7U/puGEEpPQH5LTWgj/4JcUzhROHIyWDaIaJD4HnqtsOx1Io2fCH1YgCAg7CpIZN7w2roSdUXpHBMm6D4LCto8q3G/TPRyqq49B/AJhJZ5+btWP/Cn9u8wdNyjtJ6T7+DBCyUKxdtS9khKmqpDCDwOPBfxHZRfhaQvciq9iHoJGlI9h461DZPeVqKtpscDAi/98RRkAwwBXk5Hoo6Y0PP696x+wE+tYBtoIUBcDxpWdGtDWBCc0qak7NkxfyJ/lL2B70BvF96u5srNg4kG65UIYNCCKkgVQhGKQOUCCW8AAgVuZQzRGGuPryCa1QdgyVCCXkG0AjclsBFgiPs3uKj/JQuaGvSaAAWC6EqIy8Oqra22Oy8VLtCJP4toFpLMqBjlpvZTbpgQnoNXIJY1JGqIZayzXQDGWNDM6gMwZ0gwmpIzwdCvlN8gsCfVvBt7t2Wy+mNxN31b+3bHxAJvBsqdIPrCOnDSWHucuWXIY+TkZSYAoHpFCVTPnlbNLJvVB2DORCyMt0cIUQguqIj3c1NB8KlZthpbaxxl9sMWxbqYrnMu71wZno45WtLcMlSd4N3mNYcwchXAluDlhgraZ0SfZaelYjTRaNyPoNIAIhcJb9H2gFyTta9fQTSrD8DUkHi7SXQTmXIAwsRyjoOfXsj8uQaONk6YSNC4aYlNr/oH1Y5wSBVedDm60XPL40Tz5jtE7wgBPKCP+xP1z4tJB13pENgT7SkiTwStbJCUZfZdhHXHiY6bet8/E/1clMgsV/aTblYfQIYByX9CahYJRbF8hqoEwDiMAjDO/7LZu9l7YiKJPRR71dwkgod/2IowVuI8EO+BqyZtIdryuFUYTCiC+wa4GvD0CO3y/jkU08uOMTSfWMrmG/TGobufEbTyMiSys/o+mjlfInoJ9BmYeBYQLdC/IJ+asVl9AObsXaJ3RezbjKgZqhNwcXHjgX/E2uN7EkzkZVzCXCL0y0Eh8VdRuwfNDscpHeUe9nPQwIfrNZlo8uP8Zh3QlJLClgjqAywDv5DwcHLbu9lMtBn7ZhFAdRmHUKQwIVr7GvzXzOoDMGd4y/xC9Iupi8qQ6gIwvifBoNqg6nR/r1csredqN2/Msso80YStDGMSL+5ZyoUHVGhSvUL0in45Jh8sFxNQbhm3Scj7HUak6ZHh5YZluyFzUwCuw3/JrD4ASwaXdjzReLjnKIHzTVAAxvWkGCR0RJIYXDhVVlb5LHRp6KY6B2OZ6zjhcNxdofmEPAtupevgbX6M32wLGWAVGCe8GCSJkb9BWJXbYDnRhwX+HdB2QFMdHhSWMX1oAbgO/yWz+gCeWv4aCKTwkCEcyorkG/rpwdODl5ryPo9YWUV6u7jjD9gXKC4WqPw1qOQ8ztiQ72BVTXXCgYcjOpRXEq3Mi/MBmoU0E+1zKI8WpLaI/4pZfQBPLX8ME4tpP8xJopPgW87yu0Xt3KHZ5VXXq3mhYoXKyN7m9/g+9gWvAP+P9gKmV33MccYTxYsJRxgoK9h7yqNzg9I1Gj9nEs0EMO8plitvzOoDeGr5Y2OJxooqDwBpoBTFZ0Dsc8qxDP4X6GmjRIxJ5iDRwVii2NwaKzwchFTI4SBp/G/X68Zfe/k/UG+CDAzVLz29w5NiVh/AU8uHiyz/iYqRYKRD/kPwmnQhygDcy44h1ADLm7WPr6Cb6GQ3NVRZrT22/DSrD+Cp5b0xyEy+1NwColvOnDHy8mlE06wxrn+DAbwHgN+j5nBA/gXeGIScoHDAZ3SyI0+EEFTI3TwJZvUBPImGGxgJ2nyT0JD/0J2Myy10mzCG/UT7scya8ioF1TBBowoqkMxAtcNDyemkU4+onsg76ZcjAY7liUSJ1j7W/DKrD+BJMiRp4UWIGxhvN7CkAVeU178NJQH8JrhigNIVxFbI3QhZk6emGP5EoyVyXMB8iYrVKKJROdlXJFGkSMaLiQr/CuIw1tkqAMecL+fV2gN4kowRtmrlBqRRorMdFBp5XWpFRzMoGx7opFUwBjS6Wvu8FDRjTXJSeJChW45l0FlCKARFzZzogqOhVEzsYPNDfkyorWISK4jqGHllVh/Ak2K4QdFygWY/4TqDDEo0AkI+Jj/GgdANFR5MMk+xJOYN9J64JtC20i8/TXQay8sT5UhVFNfblDIFAMgnrfXG6gN4UgwcPTjdrFmkWy6UAwYQDbD2GJ+aYvBicE1Q0hcTMgCM4mXxKGJ2aLUAQhl9f2gA1TcZPyn2f4OpulSln40PAAAAAElFTkSuQmCC\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"uniform_fig = shape().nostroke().stroke(rgba(255, 0, 0, 255)).width(2).nofill()\n",
"normal_fig = shape().nostroke().stroke(rgba(64, 220, 64, 255)).width(2).nofill()\n",
"t_normal_fig = shape().nostroke().stroke(rgba(0, 128, 255, 255)).width(2).nofill()\n",
"mu = 50 # center of normal distributions\n",
"sigma = 20 # standard deviation of normal distributions\n",
"sample_n = 200 # number of \"samples\" (i.e. circles to draw for each distribution)\n",
"for i in range(sample_n):\n",
" c = uniform_fig.circle(uniform(100), uniform(100), 1)\n",
" page.place(c)\n",
"for i in range(sample_n):\n",
" c = normal_fig.circle(normal(mu, sigma), normal(mu, sigma), 1.5)\n",
" page.place(c)\n",
"for i in range(sample_n):\n",
" c = t_normal_fig.circle(t_normal(20, 80, mu, sigma), t_normal(20, 80, mu, sigma), 2)\n",
" page.place(c)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"> Exercise: Copy the visualization above, but rewrite it to visualize three normal distributions with different standard deviations."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Random compositions\n",
"\n",
"The following code uses random numbers to set the stroke color, fill color, and position of a rectangle on the page. (Run it multiple times to see the results.)"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"stroke_c = rgba(int(t_normal(0, 100, 50, 25)),\n",
" int(t_normal(0, 100, 50, 25)),\n",
" int(uniform(255)),\n",
" 255)\n",
"fill_c = rgba(int(uniform(255)),\n",
" int(uniform(255)),\n",
" int(uniform(255)),\n",
" choice([40, 255], p=[0.9, 0.1]))\n",
"figure = shape().stroke(stroke_c).fill(fill_c).width(uniform(5))\n",
"rect = figure.rectangle(\n",
" normal(25, 10), normal(25, 10),\n",
" normal(50, 10), normal(20, 10))\n",
"page.place(rect)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Play around with the parameters a bit until you understand how it works. Anywhere you see a call to `uniform()`, `normal()`, `t_normal()` or `choice()`, you can replace it with a call to another one of those same functions. (Note that colors values *always* have to be integers and always need to be between 0–255.)\n",
"\n",
"The cell below uses a `for` loop to draw multiple rectangles:"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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vSH5VXff+cciZR2sXtlls++IVrIcEsblKselpfPo6Gp52WxdBRgelZS6wmCGjvSs2ifnLKKmodVAM2aWUmpbdbVFjOW2/o9EmKFIiyUch7hadEEW71y6zKoVoB0UIHu3WlHEPPXvzmiFzb9Nvr9m8v3TVFVlRv6Z7/9yQsZ71ICA2QxgbYcw6Co1vIolqeZ/YxGYvvnAdXWeRCZmrujeLOKeZCgqLLZaXX90Vm3RjI2WWVw5Kem4hYoPY2CTexUZhKKf43ERSJFf0iY3BaKSihkSLTMpe1r1ZQosqqbpaZbHyipSu2BTUFtHs+pRBySrMQGwQG5vEu9jotEZK16ZTkrKEFJKVF8lOLKaijHSLBMc1kCi2uUu8voTKDMkWK0nJ64pNbk4lFeTlDkpWagFlJBR2qy4op6Vz59qE+PgUUsTouunjUmhNdZNV6UNuJV3Iqm6ViR20uqx1yCwqWtf1ms09BQuuSGN6U/f+kWpa6L6Sm+zGQxXLEJv+YpMRWURFsnybkh9c0RWbDNU8ylaWgR1LUy0mpfZj1veUNdRGGhEbxAYQG8QGsUFsOA2xQWwQG0BsEBv2Y5MV3kDJ0StIFaI6rJRFHDTRRcV8V1PZTLFhUV/FhkZ+wcjLyDozt34xmWSmJJ9Sxdf+qkxuoUFJ+u27UYqsW0iR0w72LOP2C2u5f0D7QJO8kLZWLLVJm4ztiM1QxEYX+xeK0e8kqSbkPZnGa7dJdJb4o+ZN6yk8yf+NsES/vYyCtqwf2x6+l0wy5umOSA2af0vSEg4NhkiX8pUpNvrlqymixnhSnJtxxCRrVfu5gnU3EyO0tPC4tDD7WH+iymt+1la1EaO4fRm1blxnEyIqa0hYYOwmL6ullWvvsip52i4KN/yuqPpBWnHL5iHTvHAHqXQH6M7l91ps04p76fO7ttukjzdsQWzYjk1kmujdwZKqZR+aYlN0ZwfFzU36Pjgz4qBJ4+aGzvb7W4ihLI37NiI/+ov+JJRmncqtmEOMm1cuosceudUmxBnTKDAttpu2OI1e2bbJqrTKF0mleKnbkson6OU77xsyDyz/K6njD7AeB8QGsUFsEBu7hNggNogNYoPYcCU2mfP0RzPqtEcYc25vOsvEpnpN1ZncBfrvByu1OvUHJjY5txh/Tm3J+cmkflN754Jty4mR21FyJnNxwan+ZNeXdyI2iA1iY0exMZ1x5C3M+DG/NfM4o+rW/DOt91V3LtnRSCat91V1Nm8uGbSGjTWdTGzKNtV31mz+zbwHms83PtxKjNp7GzprL/y9P7Nb555HbBAbe4hN6I15p3gbm/jZ2cf0xqhDl1OyNPXETTvKaagt2lZPTGxq719A8x8ZOOPiekJsEBt7iI3csZB4G5v5y7dTx51bLm/bku5AdDxcN2Tatrb0iM1CWvBw24CVts9HbBAbu4hN2MT8n3kbm4AYyT8las9nL0dfGn7ot9hU0PId91BGvea/EQbhW4MljpG+x8RGU5t4LCg94nOTpguXVEu3LyBGdEns4fA8xaH+6I0ZJxEbxMYeYiO9LudfvI2NSBGwJzDa/fHLiSsOOcjE5uYdm8lQqz7c852qgRJFBr7JxEZVqTsiTg7Zb9K0qfZCbOYTI7Iw5ivmnarLiS9JR2wQG8QGsUFsEBv7dNViM07oSiMcbljMphny5l9cFMtoxLRxW0dMHbvhki78zyVmOfU0csa4B0c5jd/OGOk0/tGZoWXESArN7POkqVWNFK5rI2Gk6HOh3Pu9y4kwyI4Ud6RScUcaze6YR8oc+XGJWvCvwRLKgw513YO4tZ4iCjQ/BSSEHzbJbSs4V9xRTIyQzJgfpIaoI/1R5Cb+HF9UQIzZ88po4fK5NqFnaBAb+3JVY8NVsRJdnydNroqmQG0wa8RaddcLxJLUjD4HJJchNvYDsUFs7BpiYz8QG8TGriE29gOxQWzsGmJjP65abIZdN0rONk/hzjM+gbvp2jFj66694brcSxozdq6P5HnqacTYMQuvnzi+kTFy7Nglvp6riZEuK+z7blTQeooJvp8CAiX/FEu9/n45cQnhh1pXlZJJ26o7KCUz9ruwSNFbgxUglXV9ziZ/yRJSZeuPSmPDPzeZ11FzrnVlPTEiU9SHQ+KjDvVHl5JxKjuthhiLGlpo69rlNunBDSsRGztx1WJDRKwTBXx9MlD8A40cPUs50mGC16WMGOUSLZb+SD1dP2ZCkoeXh5Zxw5gpmRK3ncTICSrr86Qlih8jTeA/SRYofyYizHfb5WRmxezfcN882nDffPrzfU/SbGPKF7Gx0t2DJQsK2mOKTdW6NZRYbDgcqpW/a3LLhpbO9ZsWE0OTof13VFLM/v6kpxWcKEtrIcYdrdY/oG0ZYoPYIDYXYpNi3E2q5L+cDFWu/a9JcdVfz5fWPk4MhW7j8YjY2471J06/5awhcScxygufpkX1u+F/1LFvk1L9u4LM16m15sUhU5z3ZtclMdtxQGxsPDZBAYq/iwM8H7ichMTIA+u3NNL6LQto45anKCdH/2VEmOiFwRIKBHsUsZt/Sjc+R8q4LadC5X8+alI4+8nzxrJniBGluvtEuOKu7/ujiX3wrEH7FDFKs/9BLZV74H9U0R9cJN/wFjWXvjakFpa9Sp/duZ1TPrr90rH5ZNW2K/awEbHpjg3wT5JwK2X6zQdz/Of1OW7yAgsuioelEBvgFcQGsUFsALGxJYgNYgOIDWJjR7EJ9k78SCYoeM0cZUTTN2XGzWRSYXyVdDE3HQsTV3w8FGKj2o5kFN5Pmuilx+SyOZ+bVBXcc65+9lZiqCJaDitCGg71J1JS/1WUdN43fKaRbT2rD36aTNTSDaeixLWHektT3X6mKPENqs//G921oIIMGvXBIKFw10DlJz1ypjRzHzGChbLnAny9t16KVCDY1dDyd2KIfLy3CLw8buvN38Pjntq4LOopW6496uXu2mopH3//p/zSs8hHKHzG09V5tqUmjBtX1fu4yRClHrlh+Dj1QI0ZPkbBemisHRuBq99OUYBgvTkavebdpRsW0NINTbRswx5Kzcw8GBoW8vhQ0KUkHihZuYz06akH5VHy3Sarlrd03rGmjRhave79GLVyL/RPG7X2RFLUTjKJky/8VqMM2d1bZUn99631B2hZ43O0vaOM8tJi90eGiLYNVFHWs6cqCj4lRkRQ6K4gsc/6SwkNEtzXvOw1YsgCvdcFCjzaehN4u66uS0ilngpVmu88fVxLLeUu8X/YPS+VPIIEj3p7TNNaatyY6w19YhOQ+q2nyzVeg8F6aBAbxAaxQWxYic2oyQ6xoydPTuht1BjXkt6xGT/BcY6nr08lY8IEp0ZzsRF7B+6WBUkeMCfBoD/QMzZZeflfRCkiXxwKSZlp/zHFJiUn60tVrPoNk9Ur2js3rukgRmJq8qem4ED/4hW3n2Jio1O0HU3URb3RW2150/Gu2Cz4B22/uZaKsuMPqqNkT15KdIT4UcSGJ7Hx8iv4NEi2lPpaS71jk5KykQyG9d2SEzeQudjMr1xLra1bzWpfeQv1jM2qtTtpw8qNQ6J15WoyxWbh6tto7drNMAj5KTuIiU1F9na6Y9XtfazueIRMseloepU2rbi9X3npugOIDWKD2ABig9ggNogNYoPY2HlsJjj5/9lknIN0e+/YCAPe+F4QsOcIw9f/yWPmYpOTtPp0Xv79P5ljLH/ql9qGPVTb8ArNmfdhl8rqlzqHQkXtnnPldXupovaVcxU1ezpN5sx/l+aCxTLin+6OTW7is1RX9U4fc8o/oJqST6jWuJ/qK9+l2tLXz1XOfrnTpKpkT2d95fvEqCp5pdOY9/TP/ekZGpP01NqvU9NzPruUorK2I4iNHcTG3Tf741FTp2hNRo5xLewdmz4kRy46s8mWlfeJTWnOM1RefgA4IlXze2yydM9T7xBYw7yF+6hnUPozv6b+TGNlxene6ktKziA2dhwbg6ipT2xSI/7SvTmBW+whNh0LOqhjfnMfS+fOJ8QGsQE7wVZsUio7KK6m9Ipoq4svKaGisE9sjAmGc+5p+hMWuxAaxGYQsbl29I2GSY6Fa/szdlzknYgNf6Ukbqf0qvV95JY9QuUFn9DswlfJULZmyGkqq0lZVTAoceX5fWJTmvRbNAYKsRlgbK7EsJHXJzlMiLvNxN0x5ZVs8ew+sZF4hL0qESgfN0cpzzpYWj6fSozzzgUHxO0eqNiovEO1pWuIERdd8GW4NPHNCFnyOzC0QiRRr4QHC3b1porU7yvP/4TS9WsOh4q9tvZyX1vZImLoo4PfkQrd11pTkir4/ZuMZX1iU6CMPezuNj19wFynJSE2Vyk2PflNd91cIE3vExs/Z48tgf7ubebEqqV7G5YkUf2ixM6gQK/1A6WLC31rafuFa/L/0WlC3gwL8t0G1hMTrnnZFJu0+JVfhog91/cUKvbYuLSsnRjJytDXJQLXNmtKUcr2LjeW941NjPqbgcRisBAbxAYQG8QGsUFsbBlig9ggNoDYIDaIDWLDHYgNYoPYAGKD2CA2iA13IDaIDWIDiA1ig9ggNtyB2CA2iA0gNogNYoPYcAdig9ggNoDYIDaIDWLDHYgNYoPYAGKD2CA2iA13IDaIDWIDiA1ig9ggNtyB2CA2fWIzZWr9ai+f5Yel0gfJxMP7pq8mOKSvGAiRc/CLl4pNkJfspXBp2A5zEjRZn82Z30619a3nokIUfxuoJF3ev5ob/kKMJG3uQdPmB+sx6JYcQmwQm4tiM5RU4nvpUrEpNTxLpo0H/IPYIDZ/cHPb8bS7xxPPmwj9/3lSIvqATAR+e39y93zy9YEI9a764lKx0YWWfZEY23bAnJzUu76vMj5JVSVPnDdoO/41UHmp9/w4p+RFYpgemzY9WJ8uuugdxIbnselJ4Fz9QbDHTWTi61T29jAXd6+B8J3muupSsfGc5rrG32dWqTmxSuHuxtZYamhSdQ5mI+lV0leWNTcRI14l3dN7wwN7EBvEBrEBxAaxQWwQG+5AbBCbfmLjIR41S1Zqjp+z72OXio3I1XenNNBvvTkJetm7TGwig322DVR6QuSHPWOTlhDxoTJC8DhYJlzmfTdig9hYNTbDZ/omKKUnKVD49//0J1qw4PtLxSZT1fZDXsod35lTUVZx2hSb+Qtjz9fktx8dqObKljM9Y9Nc23ymrmzRD3DlVrW+TCq58EnEBrGxemzk4v+cGjnTQ9sfvxkel/lQn+eWQIFHmzm6OPFe5sxmMJs5RRf6Vs/YJGtD3hzMmRIf1ZYuOIbYIDaIDWKD2CA2iA1iww2IDWKD2CA2iA1ig9ggNtyB2CA2iM0AYpOeIP8wOszvUbhytaV1P8QqRM+Fy7zuHmoRUs/NPWNjUEW8FSRyX2lN2XHh7yM2iM2QxwZsTFMT9YzNzeWNtLKi0uoQG8QGseE6xAaxQWwAsUFsEBsLJMTK9jZWFZ+EgVsyb0FnU03p6YbywhNDra4070TP2LQWVf7cmJv+g7XNTU85jthwLDZSd8ELwULfh8xJiAn6ZF6Njuor487JxX5PA3vKU8uOK4MD9oQIfR4aaqEin0daC+qIoY8I/kDq53mntYWL/B5BbDgWmxpNRp/TVQBbhNggNgBWgdggNgBWgdggNgBWgdjYSWxmOExfkiyIP9L7SVMJQw9oQ0LeMCdTrfi2KltLlVlx55PCQ98H9pQlFJ4xRIZ/Gh8a/MZQ04cG75ubXEyMrOjor+KCpC/aAkWgcBdiYwexMYnxUr7W+0lzn+a6xsPHrdSccKX37oK6IMqvlXUGCp3bgD05KYu+CZK63yHwnVE61IQ+0ytrM1uIER0ieoKNA9yWIDaIDW8hNogNYgOIDQchNogNbyE2iA1iA4gNByE2iA1vITaIDWIDiA0HITaIDW8hNogNYgOIDQchNogNbyE2iA1iA4gNByE2iA1vITaIDWIDiA0HITaIDW8hNogNYgOIDQchNogNbyE2iA1iA4gNByE2iA1vITaIDWIDiA0HITaIDW8hNogNYgOIDQchNogNbyE2iA1iA4gNByE2iA1vITaIDWIDiA0HITaIDW8hNoiNXcZG5irZOdPRZbk5wWK/fQUlkZRfJD/n5eTyF2BPmrrmiMDN/TFXxxnLh5qb44yVVcnziBHiK9zjNHFqHZ+5Oji38C42Jg43yhb2NHlS6PpQ/7+dnTwpZJ05am/t572fNACwHC9iMxipAZWsLxIAFyA2iA2AVSA2iA2AVXAyNqNHTBFcP3JG8OXcMMo1J9rxjdPjRjllmCOeLtmh8Yp9fyASA+OOZiv0lBWlPx/vp/4E2JMtLv45wV/zH52P6v2rTeujelPjrXoVLhbtLn+Kc7ExZ8wwX3/N5O9+chl+ndfV5CObcJ86fyapcl1+9XMZpgX2pArWfS6Y6VA12M0O7GI9HogNIDb8wHo8EBtAbPiB9XggNoDY8APr8UBsALHhB9bjgdgAYsMPrMcDsQHEhh9YjwdiA4gNP7AeD8QGEBt+YD0eiA0gNvzAejwQG0Bs+IH1eCA2gNjwA+vxQGwAseEH1uOB2ABiww+sxwOxAcSGH1iPB2IDiA0/sB4PxAYQG35gPR6IDSA2/MB6PBAbQGz4gfV4IDaA2PAD6/FAbACx4QfW44HYAGLDD6zHA7EBxIYfWI8HYgOIDT+wHg9bj42JJGbya8CeWL38pEzl+G5g9OTnwH6xHg97iA0ADB7r8bDV2LgLx6+PSJ5xCNinNIjPRiS7HA5Pnv452C/W42GrsQHbETnxnx9PGRGfyPbeg8FhfQBLITb8g9hwA+sDWAqx4R/EhhtYH8BSiA3/IDbcwPoAlkJs+Aex4QbWB7AUYsM/iA03sD6ApRAb/kFsuIH1ASyF2PAPYsMNrA9gKcSGfxAbbmB9AEshNvyD2HAD6wNYCrHhH8SGG1gfwFKIDf8gNtzA+gCWQmz4B7HhBtYHsBRiwz+IDTewPoClEBv+QWy4gfUBLIXY8A9iww2sD2ApxIZ/EBtuYH0ASyE2/IPYcAPrA1gKseEfxIYbWB/AUogN/yA23MD6AJZCbPgHseEG1gewFGLDP4gNN7A+gKUQG/5BbLiB9QEshdjwD2LDDawPYCnEhn8QG25gfQBLITb8g9hwA+sDWAqx4R/EhhtYH8BSiA3/IDbcwPoAlkJs+Aex4QbWB7AUYsM/iA03sD6ApRAb/kFsuIH1ASyF2PAPYsMNrA9gKcSGfxAbbmB9AEshNvyD2HAD6wNYCrHhH8SGG1gfwFKIDf8gNtzA+gCWQmz4B7HhBtYHsBRiwz+IDTewPoClEBv+QWy4gfUBLIXY8A9iww2sD2ApxIZ/EBtuYH0ASyE2/IPYcAPrA1gKseEfxIYbWB/AUogN/yA23MD6AJZCbPgHseEG1gewFGLDP4gNN7A+gKUQG/5BbLiB9QEshdjwD2LDDf8PyPZHyZE/KZMAAAAASUVORK5CYII=\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"for i in range(int(uniform(8, 24))):\n",
" stroke_c = rgba(int(t_normal(0, 100, 50, 25)),\n",
" int(t_normal(0, 100, 50, 25)),\n",
" int(uniform(255)),\n",
" 255)\n",
" fill_c = rgba(int(uniform(255)),\n",
" int(uniform(255)),\n",
" int(uniform(255)),\n",
" choice([40, 255], p=[0.9, 0.1]))\n",
" figure = shape().stroke(stroke_c).fill(fill_c).width(uniform(5))\n",
" rect = figure.rectangle(normal(25, 10), normal(25, 10),\n",
" normal(50, 10), normal(20, 10))\n",
" page.place(rect)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here's another example that uses circles instead of rectangles:"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"for i in range(12):\n",
" fill_c = rgba(0, 0, int(uniform(255)), choice([40, 80], p=[0.5, 0.5]))\n",
" figure = shape().nostroke().fill(fill_c).width(np.random.uniform(5))\n",
" rect = figure.circle(normal(50, 10), normal(50, 10), t_normal(0, 100, 25, 15))\n",
" page.place(rect)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"> Exercise: Write code to generate random compositions by copying one of the cells above and modifying the parameters. Also try adding in new shapes or combining different kinds of shapes.\n",
"\n",
"> Exercise: Can you figure out how to make the \"page\" bigger? How do you need to adjust the parameters in the random number-generating functions to compensate?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Polylines\n",
"\n",
"Okay, so, random numbers are good! But how does this help us model pen strokes? Good question. We're getting there! The next step in our asemic journey is to create a *series of lines* linking a given list of points (specified as (x, y) coordinates). The name for this shape—a series of connected lines—is a *polyline*.\n",
"\n",
"The first step in making a polyline is to generate some points. The following cell creates a Python list with randomly-generated points:"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
"pts = []\n",
"for i in range(10):\n",
" pts.append([uniform(100), uniform(100)])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here's what the points look like. This is a data structure called a *list of lists* (i.e., a list that has other lists as its elements), which for various reasons is a convenient way to store polylines and polygons."
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"[[2.6763965211166294, 25.659138354375344],\n",
" [82.26073644670053, 77.59081072583858],\n",
" [24.773719659622714, 15.953688831433638],\n",
" [96.68216877150023, 38.25114219800586],\n",
" [96.44669482295144, 54.73196837693114],\n",
" [45.52819621144284, 59.51208423857736],\n",
" [21.10649106954446, 30.4825009079498],\n",
" [60.31442268689315, 46.523018939048335],\n",
" [68.2755663052924, 94.79875467212021],\n",
" [52.80732784194058, 69.11788986805466]]"
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pts"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And here's some code to draw the points on a page, using a circle to mark each point."
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(1)\n",
"for item in pts: # loop through the pts list, assigning each point to variable item\n",
" c = figure.circle(item[0], item[1], 2)\n",
" page.place(c)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The flat library has a built-in shape type, `.polyline()`, which draws lines connecting points. But the function wants the points as a list of points with the `x` and `y` coordinates directly following one another:"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAARsAAAEbCAYAAADqLSAhAAAMwklEQVR4nO3dT8i96RzH8ctIEc1qCjUKsaHMTpmFBUXZjb97vygWLKyosUEsWBB2imIvLEwWZEP+bG0IZaYwKcpWj/t07sn5Hec55/7e59zX+7qu7/upV1Hze57PfV3TnfnN7+2Uu7u7IklbwwdIygEfICkHfICkHPABknLAB0jKAR8gKQd8gKQc8AGScsAHSMoBHyApB3yApBzwAZJywAdIygEfICkHfICkHPABknLAB0jKAR8gKQd8gKQc8AGScsAHSMoBHyApB3yApBzwAZJywAdIygEfICkHfICkHPABmz9gKZ+aPEnvkLLDB2z+gKV8ZvJVeoeUHT5g8wcs5c2TP+3+A71FygwfsPkD7r/+MHmC3iJlhg+o8pClfGXyNL1DygwfUOUhS3n75Df0DikzfECVhyzlxZPnJ4/TW6Ss8AHVHrSU70w+Tu+QssIHVHvQUt47+TG9Q8oKH1DtQUt5xeSfk0fpLVJG+ICqD1vKjyYfpHdIGeEDqj5sKR+dfI/eIWWED6j6sKW8evKPyUvoLVI2+IDqD1zKLyfvoHdI2eADFg8t5ROTd93g+3zaMFOqDx+weGgpT07+Onn/ld/HMFMC4ANCY0t5YvLs5MEV38MwUwLgA8KDS3nj5I+7/1OsK76HYaZUGT5g1ehSHp/8bvK5Nf84ZJgp1YcPWD28lMd2L4zJNyaPBH+tYaZUGT7gqvGlPDr52eS70T87Y5gp1YUPuPoBSnnZ5AezlwZ+nWGmVBE+4CYPMf2vml2GMPnp0tDSMFOqCx9wswcp5ZH5929+vfv9nIW/xjBTqgQfcNOH2X99fv43VRd/89cwU6oHH7DJQ+0/mG73Z3HecOGvM8yUKsEHbPZgpTyYPHfpTwobZkp14AM2fbhSPjD3VG8789cYZkoV4AM2f8BS3j35233FuGGmVAc+oMpDninGDTOlOvAB1R70TDE+h5mfpTdKI8MHVH3Ye4pxw0xpe/iA6g98ohg3zJS2hw9AHvpEMW6YKW0LH4A9+FExbpgpbQsfgD78w8X4Y4aZ0nbwAbSjYvznhpnSNvABLTgoxnf/5Rl6jzQifEAr5q9vzS+c19J7pNHgA1ozv2zuLhXjkmLwAa2Zw8x/LynGJS2HD2jNQZh5sRiXtBw+oDWHYealYlzScviAFh2GmeeKcUnL4QNadBxmnivGJS2DD2jRqTDzvmJc0jL4gFadCjNPFeOSlsEHtOq+MPNUMS7pMnxAq8qZT8w8LsbprVIP8AEtK2c+MbOs/IxxKSt8QMvKhU/MLCs+Y1zKCh/QsrLgEzPLis8YlzLCB7Su7D8x850X/prd1+LPGJcywge0rgQ+MbMs/IxxKSN8QOtK8BMzy8LPGJeywQe07jDMDPwai3HpCD6gB2XFJ2ZajEsPwwf04DjMDPw6i3Fphg/owRxm/n3Nv2myGJf28AG9mL6+fRxmBn6txbjSwwf04r4wM/DrLcaVGj6gF+fCzMD3sBhXWviAnpwLMwPfw2JcKeEDenIpzAx8H4txpYMP6MmSMDPwvSzGlQo+oDdLwszA97IYVxr4gN5EwsyF389iXCngA3ozfb0pEmYGvq/FuIaGD+jN/PX7Lapui3GNDB/QozVhZuB7W4xrSPiAHq0NMwPf32Jcw8EH9OiaMDPwMyzGNRR8QK+uCTMDP8NiXMPAB/RqDjOfqfBzLMY1BHxAr+Yw8181/vSvxbhGgA/o2S3CzMDPshhX1/ABPbtVmBn4eRbj6hY+oGe3DDMDP9NiXF3CB/TulmFm4GdajKs7+IDe3TrMDPxci3F1BR/Qu63CzIU/22Jc3cAH9G7LMDOwwWJczcMHjGDLMDOwwWJcTcMHjGDrMDOww2JczcIHjKBGmBnYYjGuJuEDRlEjzAxssRhXc/ABo6gVZgb2WIyrKfiAUdQMMwObLMbVDHzASGqGmYFNFuNqAj5gJNPXR2qGmYFdFuPC4QNGMn29qnaYGdhmMS4UPmA0RJgZ2GYxLgw+YDRUmBnYZzEuBD5gNGSYGdhoMa7q8AGjaSHMDOy0GFc1+IARtRBmBrZajKsKfMCIWgkzA3sfzH/a+C30Fo0LHzCilsLMwGaLcW0KHzCqlsLMwGaLcW0GHzCq1sLMwG6LcW0CHzCqFsPMwPZdMf6cxbhuCR8wshbDzMB2i3HdFD5gZK2GmYH9FuO6GXzAyFoOMwPP8EIx/nWLcV0DHzC6lsPMwDNYjOtq+IDRtR5mBp7DYlxXwQeMrocwM/AsFuNaDR8wul7CzMDz7Irxb1qMKwofkEFPYebC59l9fcFiXBH4gAx6CzMDz2UxrsXwARn0GGYGns1iXIvgA7LoMcwMPJvFuC7CB2TRa5gZeD6LcZ2FD8ii5zAz8IwW47oXPiCTnsPMwDNajOskfEAmvYeZgee0GNf/wQdkMkKYGXhWi3E9BB+QzQhhZuBZLcb1v78f6AHZjBJmBp7XYlz7vxfoAdmMFGYGntliXHn+hm/FaGFm4LktxpPDB2Q0fX15pDAz8NwW44nhAzIaNcxc+OwW40nhAzIaOcwMnIHFeDL4gKxGDjMDZ2Axngg+IKvRw8zAOViMJ4EPyCpDmBk4C4vxBPABmc1h5ofoHS2wGB8fPiCzLGFm4DwsxgeGD8gsU5gZOBOL8UHhA7LLFGYGzsRifED4gOyyhZmBc7EYHww+ILuMYWbgbCzGB4IPyC5rmBk4H4vxQeADlDfMDJyPxfgA8AHKHWYGzshivHP4ABlmBs7JYrxj+ADNF2GYGTkri/EO4QM0X4RhZvS8LMY7gw/QfBGGmWvOzGK8I/gAHVyGYeaaM7MY7wQ+QAeXYZi59twsxjuAD9DBZRhmXnN2FuONwwfo6EJK+YVh5uqzsxhvGD5ARxdimHnt+VmMNwofoKMLMcy8xRlajDcIH6CjCzHMvNU5Wow3Bh+gE5dimHmrc7QYbwg+QCcuZR9m/pbeMQKL8XbgA3TiUvZh5vOT19BbRmAx3gZ8gO65GMPMW5+nxTh9B/QA3XMxhplbnavFOHX29ADdczGGmVuercU4ce70AJ25HMPMLc/WYrz2mdMDdOZyDDO3Pl+L8ZrnTQ/QmcsxzKxxxhbjtc6aHqALF2SYWeOMLcZrnDM9QBcuaB9mfo3eMTqL8QpnTA/QhQvah5l/NsysctYW41ueLz1AFy7IMLP2eVuMb3W29AAtuCTDzNrnbTG+xbnSA7TgkgwziTO3GL/1mdIDtOCSDDOpc7cYv+V50gO08KIMM6lztxi/1VnSA7Twokp5yjATO3uL8VucIz1ACy+qlJcbZuJ3YDF+zfnRAxS4LMNMnMX4FWdHD1Dgsgwzm2AxvvLc6AEKXJZhZjMsxlecGT1AwQszzGyGxXjwvOgBCl6YYWZTLMYDZ0UPUPDCDDObYzG+8JzoAQpemGFmkyzGF5wRPUArLs0ws0kW4xfOhx6gFZdmmNksi/EzZ0MP0IpLM8xs2lyM/9Bi/Ohc6AFaeXGGmU2zGD9xJvQArbw4w8zmHRTjv7IY92XTLcPMPliMH5wFPUBXXJ5hZjcsxn3ZdM0wsy/Zi3F8gK64PMPM7mQuxvEBuvICDTO7k7UYxwfoygs0zOzSQTH+PnpLtWemB+jKC9yHmf+ZfH/y9OQ9k1fSu7To7l4oxj9Mb6nyvPQAXXmB+6/Xzb8X8KXJT+bfx3nWF1D7SqJiHB+gDS61lBf5AupHSVKM4wNU6aJ9ATWtJCjG8QECL98XUFPK4MU4PkBt8QWEn/+wxTg+QO3zBVT9vIcsxvEB6pMvoM3Pd7hiHB+gcZx5Af3FF9Cq89x9DVOM4wM0tvkF9HpfQFed4RDFOD5A+fgCWnVm3Rfj+ABpxxfQojPquhjHB0j38QV08ky6LcbxAVKEL6B+i3F8gHStjC+g0mExjg+QtpDhBVQ6K8bxAVItI76ASkfFOD5AIo3wAiqdFOP4AKk1Pb6ASgfFOD5A6kEPL6DSeDGOD5B61eILqDRcjOMDpJG08AIqjRbj+ABpdMQLaP5qqhjHB0gZ1XoBlYaKcfzQJe1t9QIqjRTj+AFLut+tXkClgWIcP0xJMWtfQAUuxvGDk3S9wAvoqQIV4/ghSdrGmRfQ3eyTVffQByKpnoMX0McmX5y8tdrPph9eUg74AEk54AMk5YAPkJQDPkBSDvgASTngAyTlgA+QlAM+QFIO+ABJOeADJOWAD5CUAz5AUg74AEk54AMk5YAPkJQDPkBSDvgASTngAyTlgA+QlAM+QFIO+ABJOeADJOWAD5CUAz5AUg74AEk54AMk5YAPkJQDPkBSDvgASTngAyTlgA+QlAM+QFIO+ABJOeADJOWAD5CUAz5AUg74AEk54AMk5YAPkJQDPkBSDv8Fq3rKGs3DxTgAAAAASUVORK5CYII=\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(1)\n",
"lines = figure.polyline([20, 10, 40, 75, 90, 85, 15, 15])\n",
"page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To get around this requirement of the library, the function below takes a list of lists and flattens it into a list (with the `x` and `y` components of the coordinates appropriately interleaved)."
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [],
"source": [
"def flatten(t):\n",
" from itertools import chain\n",
" return list(chain(*t))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The code in the cell below draws a polyline from our randomly-generated points and draws circles where each point lies:"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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WM/5Oso/ZivUjl7r3rcS82+mYdWVyvnGYQmAZGEvlfRNeA0YxzFXXNapDas6CXPYiWd73HLpOKCQe/JhiXaQ/ejBRXKzPY31OqI7tlKb5+ZhXwOCGYfXndJ1G7Nmsd25yjeHa4ZhuaEYpOAuSzNOx64TvCuk0hSQfzzc0vWD5/Dj9LpwbcD4Mz9MCm80rYHjjsF8Uwh0Q9tA/wfv30y+p+ZYe1KKzIIkHNhJ2e2oKpykkbiAL1R07hupsmSQ2Tky5pq1KmYs3vnEzac+MwE4EeMZaaSKxA2E7j8IktSbxp4nlLKgFw+GnKWDJ0nE6IAnw3bvuGL5D4+uOwW3j1U7HrMUXAS5L6jQEX7bIBlMdUSCnLHZMNK9HnbZYzoI6x76euZ8KGsjn2ENiGMZCy/w1x8Yyp9f8jQUZ2HQ6JaMzF18U9Mt2sI5yxkQdrZBsR4Psaoda16GJxkjOgjrSgy/RzXFHeU510M4FCy0r6t/jgP57Cf2Bu6rL+6yFFw0uA0gcln5LEbP2kaS8wDJyoT1zabqz4GvUwFmQZKkTjl2XFW205hQHmh6L+JB2Lk/oDxUWXg4K/DGzFl1ESJaX99Ybh147NOMdibMdzh9krT+C1g692M+oi7OgjtaQ+/lMa61OcSFZndqExPyAzgaJvRquapoLLjIkS8vY6gVby4RGfpPsvvBhsxteNKiBsyBJOkqk7TjaWqNTbLicxRwTep610KKjZScdMiIrWtPVGpLANuRJLuxOmg10BzkLbqKd577W+pziQhJ4eUToedZCy4L+0iMnCFIwrtvkPHxpbyNZ2SllOk7q7CwIhy0c3M1al1NMSNKRhi6QmAstGyRxIlPVgBqYcpEkMTXSM55grbfFumJ1qmN7XxxAmo1MMws65UNHwQeFnmcttIyoYQwpJ6ZQgxUoknSliB3ZzlpvSnXeTTsckGlmQadckGyoF5oF0lxomSHJZD9ZV3WC8n5giw2sUK1srTWl+iK9wNdqECzkNsSOyXNxNbNP6HnWQssOlzmY80n8bLqMYnQEgC/lQnlry6i+25HEx2DTwFpnQezaWIhtiJ3cn4lJzKjQ86yFtgtcVifZHB6rOQvUvYZANQQ6zmGtM6W67kOSmmJh/RtL5T+lJs6CTvvC5UZm19DzrIW2EyTxSGeSBEEi01nHcZRrSDKftUUYAElya3SufWqOoTR0FnTaEy63MDuHnmcttB3hMoTEQQ55WPvpse4kG8X/zFpfivU8gySso0tSeSrANsRObs8BptDbh55nLbRdoekZ6BHYeSCJ/w1yu74fZX5bBrTAZoNYqsCM/NTVWfASZtmYn4OOGmkmkYPII9ILBknaia1Dz7MW2u5wWZp5Xkc1iIhdSqdZbbG7AUm0PJwdf0UhkfLUNbMgwjsaelqTbOSHZXYkYUKis9f13wghWdi67s60dkLbbxF6nrXQKqBfyMN0lANbB8IA4CjXFg5yJFnZkNfnhig2KZruLPgwNcgsSLLqBbeB0bUdEonD5Bh93ybWdXd+bBOYC0IzHpgLrRIkW2E8TuJdjOkHAh3bIhWndgJP6TQpzvuCMgsuqn83TPFBsvoHd4P5rOtedUhSsmwYep610KqhNox99VcbB54Im36UBZKNATHdOT3Be2szC36vo56mO2CQJK7vkqTJyb3d8QyvF3qetdCqwmUh5gHtcF601pNiveYlSQR/ZML3o2DZfCKFOAvqqGiydZ2rDkk+m3VCz7MWWmW0HKAdznfUJsnGYbwlcfrbK8F7kfVwiv673llweN253bRj6mVd5ypDsgCyRuh51kKdHxtrVZoe5Li2tZ6U6jRQbSrbxnwfUnl8WWv30fIz5uK6c7tsF+KYtPVvmNVCz7MW6kxrsDVrOhwYWQPTV5QJkkDUz6IYD+veh4Rd9atTG8I2UHcMzpOvWdez6qidbqXQ86yFOp0abXe1U9yj05CNrTWlUKe1SIzhQ2O85xzmmrpjsHF9WvM3CsI/TrKuY9Uh8X8aHHqetVCnS8OdqQa3zfQX/tqy2yRI/IqQ8S/SnuQk+w4hI+LeHdMpLUhv0Vv/fbg+5KHJ6J3M2xc5ukO9ws2FOl0aDg6Ad2onAwMpNnFHSodtrLW1WK8dtR6LRzx/EMle0bczw0iW1V/STuZ+/bfpXuvOtLbC6uNSoedZC3UCG292nQeP0b/X1AbFF29+S20t1gv7o39AEXP7kMREHU8Se4VRzb/0PhxBbeKb1A6QxPuFdvzmQp2GDQgbBWKItta/sXnceBKD624d04uyQRJqgN0Ue8d8H0Z8CPW4wLoOTpe2wXR/0dDzrIU6TRtxJTWuDqk5hr2WX9OpRCmDEbXTxDQo1oobl42ZR631O13aBT+K/ULPsxbqhDYkAhKROL1vzTH4l2C/ZQR2wumtVKk4SZzxLidxcw9MTdHgff2YP1vrd7q0y18oJLTkx/OshTqRGvMEHQnMVnd8GeZF5smohteioNOim0mW+SPZX7ST+pbpaa3f6dQuGH2HBsSaC3UiNSbK9Wog7lb32oxqMP1C/1+a7VV0hIb4MKQRjZQulcRbNdQ13sm1Hb+iCDmnzYU6kRsUUdGIiD6tweuL6wgHI51lrPXGqBdW3p4h2VUxyvnI5ezbARcIHW12SQ3b5TxroU6sRkVENZaOAzPZ6zRjfx3lwKZTihSaJJv+IU/xuAjnHs2cZ63Z6dQm/6AIO4eYC3ViN+wgnSOv3uSchXW1Ch62K1prjliv+ZjfM4eFnAfP6oet9Tqd2gT+Tw3Tu047z1qok6hx4f6PiOr+Tc5BgT8O/HLGx1n1MazXIiRbGo9qcs4AZqq1VqdTm/w3ipHfXKiTuIEPYd6kEF8VHTHcpqOGNa11R6jXkiRLqYHZ+nWq+F0UG4GTS3uhPf4vkr3NWqyTuJFRLtPpUugKFL68JLFJiLUq9P5NJKkjMCJbv8Hr2KsqNH+Kk0tbIXn9fyOday3WabmhH41qMOXSiyTAE+7lsXLMGNRtbbVNdelUSJbKY2cBdFJtHyScv1FHzDjwiv74LdLwPdainZYbvSdJcOL+Md6zEUm+HOT5LayDnBqDkZpi2brjxzJnW+urIiR+XdgN4xOSxP0YhWI1CqE1Y3VEOirwvdbinVQegMX1Sxma4b7mPXOSZATEQ7OVdR2a6BypGherObYF84C1tirC5RiSfEu99W+4LXxb8zo2YUR4zbpd3mst3kntIVhXf1UGxnwfpitIJo7N4ee1rkcDjUgKP5k0/kY714+sdVUNLj/RZ6xfzTHs6f5V3XkYOcMfrNMKqHkFnFQfhr204wh1Ha9732w6NMboCFvimtclQONxJKtveLhnoIiOZE6qbXBkvX2QZLXz84BzseNCp9VP8wo4qT8Q6DQQthDbe5jLyiTZ8bB3c6QEVwZ1Q2wUMhj+DnqtNVUJkj3dd9HOHp3M8rDPoOMPOPcCqnPQNK+Ak/oDgQcBkdRXJRmhkGTHO5lkJQgGwMKkryDx6ZjAPEYSlDrKWlO7oGVOnSphar0DiS/XGczVJC4W35AEXf6bJCQGI01sJ31hwPWwW+nYTsesK+lk8uDglx8JthLtSqnXWJYkrQVyziyWlrYU6obVEDgp4o9zrPUUHf3xQB6gVUgM60jNehLJ4gByXT9HYg/DtBR7cCHR/DPamcMn60RmH2Zz5krm3CijZpJo/s06HbO+GU5mDxkeMKzijGjhGvhiH6W/YodRxDQQOdStO03fY6swI68c64/RK4JylyPZTwtbAGGVCFvg3KijDaRexbZAiFtCJr2XSabHGBmexowmScyG/NYwuIcHUhINZ96lkDgokpASPDN9Oh23vnFOdpDstInp0PItXmcJkqTjMPotbV0v1bSCdjbn4w9rPSnVqYfea+y1tT1zsE5HMCW+j8Rz+k86jcGuodhCBVPKG5izSSLidyXZGx0Bu73T7oxJEp6d2+iek+Qogs3w8C6vWd9gJ1tItlCBA19LuzKQ2EsO0F+sE6IMpTOu14za2WD17WTr+9xEJ758iMKH8X0EiR0Mzm8XM3eQ5CjC7gTfKe/rsTv0nLH6nhF6jYUt7712YEgHcjezYM1xlCH6Gqa5XUbB5o3h5PKAwOCLpFotR36TTM8e1IdqSKvXa1ELUmhsqh3OwTl+bjf90g3SUcRuOqo4W0cZj+moA6MPTGM+0VHJfTpKOV1HLdvrKAajmULHq9XVHx3oOBJjMew9mLbB/+ZjHVkFv89auJPLw4Evx006BG55WK1ld33AsINnaC6TjOp1s37R++uDvnuL15uDxH4BOwbsGbBrwL4BOwfsHbB7TNUOBPaQt/WLBjsJ7CXH6H3ZgMTA3ieN+11U9LlaXDvcBULPtxbs5PZgzKqjm5P1bxgZl9YvK5wB4TMRa+M3LvOTDPdhNMw9LzDJqsqZ+m+4ySM1xVZ15+BXGHtwIXYHKypYWcEKC1ZasOKClReswGAl5h/6S40VGqzUXKKfgRUcrORgRQcjO9/yN0l7WQtwcmxs6Rw+0i8QonXf02E/8vq+ob/amya47rYkybzgyJW5V6/+osKTeKx2EnA0w6oZDJM4Acmc4AMC+9K/VRucAOErAp8R+I7AhwS+JPApgW8JfEzM26idMRfg5NzgYr/5X3w5A15bS3/lT0pwXXz5kfoBMTGBeWgiXAPJzxfDKEk7sIOYU0n8O+4l8fv5WKcxX2k98EZMEbFCgt02J+oxjGDg5VqI5XrHO5tKofPrz3RagCXULrsYkhg+8drQhJ+BlKVTSOwciAhGzp0FSXbyRMqIvUlWs7CbAlYtEEEMAy8y9H+vnRWW2O9iLtXOEUnctyRZykfq0Fn0s3Dtf1J9wJ+s3CDOqzS7TFQBcwFOjo0tBtXD9d/YYwqrOV1WQUiMo880uQ6mMUjEBZsPHL1G6vV+zkxiXqDpTncAthSsXj2oIw8YlQ8lWZZfhxnIzJVkGkOy6jM44DimVpgWhu5B7eT0/FkLcHJs7JoN4LVM0OnJDHoM0d+LMsN0xIDl2XHMFSTxVr/RUcv/MH8jMQw/qZ3YeSRJrRCYhz25B2tngpEKpjl9MqoTRkcjG7x2IInfSuhKiZPD82ctwMmpoWXk8E3t6IFkpQaxT5/ra//UDukFndbcypxCsp/4VsxqJMvMcfbnRgd2to5udkoyegm5PvSd3uR1rDzB+N3Lug2qjrkAJ6eGlqXur6luVwKSVRjsaDB3R0eg06Sv0vyCkiwbv6UjqQVTvC5WlO5q8jrKOdqBev4bQ8wFODk2tsQ3hSY6J/FZmZzB53fXaRlGUjAUp+FgCC/e90LOQeeJJe9HyMgB0fHOplKQuJLDUNswtkYLDLnHZqgD0crwxsXOEANavFZ3nf41dbQjiaWCAyKc9UK3vnEyaHdrAU6OjS0FAXSTgqYU+sVFNrwXs/5C6pcf7v1wvIODXWJ/GBJD9bIRzptFRzcT0xhVOTHbyVqAk3ODi40GTnJYpYHX7TASJzosRb+uv/y5JT4n8d6Frw1CBJZMeA2MWHaKeO4car85p8NG5eTU1tYCHKOGl04GX7inSJzoECu0hcUXkMR4PVpHOUhsHjdGC17G42KcDx8hrFCdaN0OVcJcgON0QOId/DBJHFMXR70m79uZuT3mZy2go7uDrOtdFcwFOE4tWuAYiLCK06OsHpFErL+d4LPgwAgv412t610FzAU4ThBc+pLER71DIXFaavjFilSS7WuWIYmjSpyr2Yl4r60FOE4jtCCbHVJEIBxi9ibnImVGosBLEodD+P6sa13ndsZcgOOEQRKJjrw7SGw1vME5WNLfvoXPGK4dzkrW9W1XzAU4TlRIUlQgnw0CQ+vDLpAQq6XE5yTxX4jhKsQOEu2GuQDHiQNJQOkVatjdvOY4UkrcksL1d9cOrb91XdsNcwGOkwT1E3pfp1eYZmEfqTdTujZSayChV0vb3zh199VagOMkhSSN6Lk69dlDV6RiOQQ2uTYyBGIL457W9WwXzAU4TquQ5NnBtir4Y1hK10TBbpvPNVsFc2LcU2sBjpMG6mvTkYZ0T0onfQVSU1xL4tXs27e0ej+tBThOWnAZT7IX1CvaQfRP4ZozqXMh0o96aopW7qW1AMdJC11Jukk7CORDRmAnAjxb2s5FR03YUndCGiOmqmIuwHHSgmTXy9dq/ka602dJdr0c2OK1e5Dk+TkLf1jXtYyYC3DaCx0FYBk6t5w4NZ+NXDXf1053SNJXHKyjnDGtrFaRbMSHPMrHW9/nMmIuwGkPSLaxxVYvf9cl48/VOW5sWsvREXVgd4glAo4PIElD+ltm+RaujwBRhE0cYH3Py4a5AKf8kIQKoGPZsmPVRssSzK/UYJuLgxzJft5bNngNq0t7aUd4atIVJpItgj+hBvtVOQ3um7UAp9yQxBO9Rw2c37RgleiXedg6SHIoN53mkGwHfI9OiVZN+DnY1QGpKTazboOyYC7AKS8kCdJD9wUn2Qzv1UYjjpQ17clcH+E8FGyaB+9jbKI3W4LPWk1HSWtbt0UZMBfglBcuQ9CJRDwXCdUvykHTqpi2xTi/D8lyOeKs1k3weeuTZBUcYt0eRcdcgFNeuOzLXBVwHJHZ89Qdww4Oz+egCbtHfEcxfWu4jCCJJL8M14j53q11hJRod4iqYC7AKS8kTnRdpixcTmOuqTu2HvNkTrqmMIsmeB+2IJ6g79805nv30PctYt0uRcVcgFNeSPL3vhtwfE5drVmz5hg2pDsrJ13Y0TNxTmHtGD9AR1o/Qgt532Ek6Unns26bImIuwCkvJA5z7wUZfkm2V8GmdzNp5/NhXoZUkv2wxrR4DTgIIuob+Y+3i/G+cWoMn9u6fYqGuQCn3HAZSrIiNbDuOMoTzJFqgL00R037MNemdK3VSXZ4wE6hC0Q4H+VCkhAJT01Re2+sBTjlh2S5+TOdKmE7XTjPwbX/AOY/zL1Mjxz1oAN8OcXrIQTjDK0jbDNh56P+1zEPUILtZdoVcwFOe0Cy4Ru+YH8kWQ36K0l4AJznrstZC1bDEDaRaoQ2SczXq2oTamoI1ukj6n4LtRh13i6YC3DaD5J0nd3034iWnpqXvaZGAwzU/TO4LjqRE0gCOw9s1qFxmVWnkpen3fGVEXMBTvvDZQfmDco3IPMRirl8HfP6SzHPM09h6tjkPBjHX2LGW7eDNeYCnPZHC6ZUR+T4mVhJOirjz8Bq3KE6yjmaGmTyI9n9ATmSW1ohKzvmApxqQJLICl/Kvjl93n7MxJw+C/aqx3UEs2yDcxYi8d3Zz7otzJ4BawFOdeByJnNjTp+1JvNijnXDChSW3BGYeQoFpK/gsrjakna0bguT9rcW4FQHEke5KZQg4DHBZ/VivsnbMKsjGOTweZNZJeD15UiW0Dexbo/c299agFMtuGxLkkcmc/8TkuDIhQ3qiDKSJN8N8uvMVvf6UB0BrWXdHrneF2sBTrXQ8hAMqjl8FuwoGxnWdV4SPxts5bt23Wsb6ghnBes2ye1+WAtwqgeJl/GXmHJk/DkIGzi8APXdUm01l1BN+god5SH2qqWdH8qCuQCnmnA5Hb/6GX8GwiUmWNdVtfRkrmY+YjauOb6XHst9upf7PbAW4FQT2DFIIsHXy/Az1mGes65rnaYNtN7Xwoitx44giZ7PffubXOtuLcCpLiTJ0t/NylhMkvLzb/iHdV3rdM2hUzxEy2+jx5BwDLtQzFV37vwk3sqlj68yF+BUFy3YeiUzz1pd9cnFkTCBtjV1RHO7diqw6TxNEjGPJOxT1YiMc75Rw/pS1roT19dagFNtSBzdYCzul9H1n8TUxbqeTfQhWHM8TU9fgUhxRM3fwCzSMSojibHaT8/b21p3orpaC3Ackux2t2d0bYwWDrWuYwSdK5JkNvxGRzQ3BU2dSEIj4D802Fpz7DpaC3Ac/XVH3NCGGVx7NHO5dR0jaj2cJIcxcvHgwOVB9iYSh8GXrPXGrp+1AMcBJFup4IuWaEvcJtcdBjuIdf0iakWYwxYkieTf1g7n1oDzuqnhO3AX0qJiLsBxOiBJH9p069wE15xPbULm9YugFQ5+C+q/ZyRJRYo/bgg4F0m5MnMbyKR+1gIcpwO1R6BjSG3vJS245vzW9YugFc59A+qOrawdy151x5+lksVWmQtwnFq4nMzclfI1sZw83LpuEXRiB4ftA453pK9YX//GqOdbZg5rzbHqZy3AcWpRYzH23U4tBYMaWkdb1y2CzlEkqUYbZfxDYOfMzCHMo9Z6Y9fPWoDj1MNlU5JdGmZJ6Xr4cua2b1ULOjGCeVhtNYF5eLisQuJrs5i13tj1sxbgOEFwuZsZm9K11md+bV2niFr7kmxwh/QY8DDGThXIdYy0qghpgI9N4q2FTetmLcBxguDSXw27A1K4Fr7An1vXKYbejkTqz6ttBsAtYEIZDN0N62UtwHEaweVE5p4UroMCv5Q+1nVKoP3HvdKtdaRSF2sBjtMIkm1vkeVu8xSu9RyzjnWdqoy5AMdpBpeNmMlYpWrxOpiCHGBdnypjLsBxwuByB3NKi9dA3NFF1nWpMuYCHCcMLv3UWJx4uVdHSI9b16XKmAtwnChwOY65D/9I+P6FsWxsXY8qYy7AcaLApTtJxrotE74fDnPIFdPLui5VxVyA40SFpicLny3h+1+Ao5x1PaqKuQDHiQOXW5lTE74XW6nsb12HqmIuwHHiQLKXNozFSyR471HM+dZ1qCrmAhwnLlyOYR6IaywmCfB8xFp/VTEX4DhxIUmz8A7pnksx3ofdCv5krb+qmAtwnCRwGU6S2W72GO/BihSSic9trb+KmAtwnKSQbHdyRsz3vMSsbq29ipgLcJykcFlQjcUDY7wHe2zvY629ipgLcJxW4HIkSXa7qOePYc6x1l1FzAU4Titovpe3KCBReIPzN2cestZdRcwFOE6rIE8N8zFF2G2AZLuYj601VxFzAY6TBlxuYMZHOA8pN79rl+x3ZcJcgOOkAZcFmC+YpSKc+wqzqrXmqmEuwHHSgsthzGNhxmIu1zN7WuutGuYCHCct1Fj8OrNjyHnIjXOWtd6qYS7AcdKEy1rMJ0yPJudsydxvrbVqmAtwnLThMqnZyAUR48iLY62zapgLcJy04TKfGouXafD6jMz3UZbKnRTbxVqA42QBl4OZJxsZi7m8xqxkrbNKmAtwnCzQ0curzMgGr9/I7GGts0qYC3CcrEB0N/LXMHMFvHZiFCdAJ8X2sBbgOFnCZSJzbsDxbZh7rfVVCXMBjpMlXOZlPmeWrTu+JPO+tb4qYS7AcbKGy4HM08jUV3NsJl2RSrQtjJOgHawFOE7WqLEY8VC71R1/gxlira8qmAtwnDzgshrzZ6rJP8zlFmZXa21VwVyA4+QFlwnMBTV/n0wxcxg7Ldx/awGOkxdc+jCfMYP17+2Yu611VQVzAY6TJ1z2Z54l2dZlaeYP1pqqgrkAx8kTzdSH7VxGMb2YfzEHkexD5ftJZXnvrQU4Tt5wWYMkNei3uvx9h8ZRfc1c2iw9hdPCfbcW4Dh5wmVO5k049DFXMbczO9e8diUzGc6A1lrbDXMBjpMnXK5gLmfmUWPxvcxpdeecoaMdc73thLkAx8kL5Lch2fKlh/69D/qT+hUpLt2Zd5i1rDW3E+YCHCcvtHO5uubvjm1dfgg49xfMGGvN7YS5AMfJCy4XMYfUHRuqo5vudcd3YW6y1txOmAtwnLzgcgJzZsDxS5hBdceOIt8TPN37by3AcfKCy0bMEwHH4W8zvO4YVqkCs/w5Ce+/tQDHyQukk4DHMLN5wGsz1vwbfjhTmZ7WmtsJcwGOkydc1iRJFTq0wevLMx8EdUhOi/feWoDj5A2XLUg2soO38DYaI4WN685lPoVx2FpjO2IuwHEs4NKbOR4+Nsy76tyHlBN9rbW1K+YCHMepBuYCHMepBuYCHMepBuYCHMepBuYCHMepBuYCHMepBuYCHMepBuYCHMepBv8PXkattesOEMwAAAAASUVORK5CYII=\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(1)\n",
"lines = figure.polyline(flatten(pts))\n",
"page.place(lines)\n",
"for item in pts:\n",
" c = figure.circle(item[0], item[1], 2)\n",
" page.place(c)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Combining all of this in the same cell, and getting rid of the circles on the points, gives us some code that generates designs that *almost* look like alien glyphs:"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pts = []\n",
"for i in range(10):\n",
" pts.append([uniform(100), uniform(100)])\n",
"\n",
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(1)\n",
"lines = figure.polyline(flatten(pts))\n",
"page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Polylines on a grid\n",
"\n",
"Let's pursue this aesthetic a little bit further. Introducing further constraints to the randomness will result in designs that give the impression of conforming to an underlying system (and, let's hypothesize, thereby give an impression of being more like \"writing\"). The code below also uses random polylines, but constrains the polylines to begin and end on certain points in the grid."
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(4).join('round')\n",
"pts = []\n",
"for i in range(12):\n",
" x = 5 + choice([0, 0.5, 1]) * 90\n",
" y = 5 + choice([0, 0.5, 1]) * 90\n",
" pts.append([x, y])\n",
"lines = figure.polyline(flatten(pts))\n",
"page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The key bit of code here is:"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"50.0"
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"5 + choice([0, 0.5, 1]) * 90"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"... which is a Python expression that returns one of `0`, `0.5`, and `1` (at random), multiplies the result by 90 and adds five. Using this expression for both the `x` and `y` coordinate of each point on the polyline leads to a result wherein each polyline randomly connects one of nine points on a grid.\n",
"\n",
"The cell below defines a function, `make_char()`, that generates a series of points using a more general version of this expression, allowing you to specify an x-offset and y-offset (to set the upper left-hand corner of the grid) and a size (the multiplier). It adds four to twelve segments to the polyline (randomly determined)."
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [],
"source": [
"def make_char(xoffset, yoffset, size):\n",
" pts = []\n",
" for i in range(int(t_normal(4, 12, 8, 2))):\n",
" x = xoffset + (choice([0, 0.5, 1]) * size)\n",
" y = yoffset + (choice([0, 0.5, 1]) * size)\n",
" pts.append([x, y])\n",
" return pts"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The results of the `make_char()` function:"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"[[10.0, 10.0], [0.0, 5.0], [5.0, 5.0], [5.0, 10.0]]"
]
},
"execution_count": 54,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"make_char(0, 0, 10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The following cell draws these \"characters\" on a grid, so we can see many variations at once:"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"size = 150 # change the size of the page\n",
"d = document(size, size, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(2).join('round')\n",
"grid_n = 8 # change the number of elements in the grid on one side\n",
"grid_size = size / grid_n\n",
"for i in range(grid_n):\n",
" for j in range(grid_n):\n",
" pts = make_char(3 + i * grid_size, 3 + j * grid_size, grid_size * 0.67)\n",
" lines = figure.polyline(flatten(pts))\n",
" page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we're getting somewhere. When your sci-fi author friend texts you and says \"Hey, I need something that looks like a writing system for space aliens for the cover of my next book,\" you've got something all ready to go.\n",
"\n",
"> Exercise: Can you make these polylines fall on a 4x4 grid instead of a 3x3 grid? Or a 5x5 grid?\n",
"\n",
"> Exercise: Add some randomness to each point's placement, so not all points fall directly on the grid.\n",
"\n",
"> Exercise: Change the aspect ratio of the \"characters\"—make them wider than they are tall, or taller than they are wide."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Interpolating curves\n",
"\n",
"Due to certain properties of human physiology, handwriting hardly ever consists of exactly straight lines. To simulate the curved lines of conventional handwriting, we need to find a way to change our polylines into *curves*. One way of doing this is a [Catmull-Rom spline](https://en.wikipedia.org/wiki/Centripetal_Catmull%E2%80%93Rom_spline), which produces a sequence of [Bézier curves](https://pomax.github.io/bezierinfo/) that pass through a given set of points. My Bezmerizing library has a function `smooth_point_path()` that uses Catmull-Rom to produce a path (i.e., a sequence of drawing instructions) that can draw such a curve given a set of points.\n",
"\n",
"The following cell generates some points with a normal distribution:"
]
},
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [],
"source": [
"pts = []\n",
"for i in range(10):\n",
" pts.append([normal(50, 25), normal(50, 25)])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And then this cell calls `smooth_point_path()` on the points, returning a list of curves:"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [],
"source": [
"curve_path = smooth_point_path(pts)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For our purpose, the exact nature of Bézier curves and the flat library's path commands are not consequential. Suffice it to say that you can pass the result of `smooth_point_path()` to the `.path()` method of a flat `shape` object. The cell below draws both the points and the curve passing through those points:"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"line_figure = shape().stroke(rgba(0, 0, 255, 128)).width(1)\n",
"curve_figure = shape().stroke(rgba(255, 0, 0, 255)).width(4)\n",
"lines = line_figure.polyline(flatten(pts))\n",
"curve = curve_figure.path(curve_path)\n",
"page.place(lines)\n",
"page.place(curve)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can give any list of points to `smooth_point_path()`. The following example copies the grid of alien letterforms above, but uses `smooth_point_path()` to convert the points to curves before drawing. The results are much more \"organic\":"
]
},
{
"cell_type": "code",
"execution_count": 60,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"size = 150\n",
"d = document(size, size, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(2).join('round')\n",
"grid_n = 8\n",
"grid_size = size / grid_n\n",
"for i in range(grid_n):\n",
" for j in range(grid_n):\n",
" pts = make_char(3 + i * grid_size, 3 + j * grid_size, grid_size * 0.67)\n",
" instrs = smooth_point_path(pts)\n",
" curve = figure.path(instrs)\n",
" page.place(curve)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Scribbling in a line\n",
"\n",
"Writing in certain alphabets proceeds in a linear direction across the page with connected letters; English cursive does this in particular. To simulate this, I wrote a function that generates a polyline with random points evenly spaced along a line horizontally, with the y-coordinate of each point set according to a random number selected from a normal distribution centered on zero."
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [],
"source": [
"def make_scribble(xoffset, yoffset, width, height, steps, stddev=0):\n",
" pts = []\n",
" for i in range(steps):\n",
" x = xoffset + ((width / steps) * i) + normal(0, stddev)\n",
" y = yoffset + normal(0, height)\n",
" pts.append([x, y])\n",
" return pts"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here's what it looks like. (The green line is the original polyline; the black line is the smoothed curve.)"
]
},
{
"cell_type": "code",
"execution_count": 62,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"size = 200\n",
"d = document(200, 50, 'mm')\n",
"page = d.addpage()\n",
"line_figure = shape().stroke(rgba(0, 255, 0, 255)).width(1)\n",
"curve_figure = shape().stroke(rgba(0, 0, 0, 255)).width(2)\n",
"pts = make_scribble(xoffset=10,\n",
" yoffset=25,\n",
" width=180,\n",
" height=5,\n",
" steps=100,\n",
" stddev=0)\n",
"lines = line_figure.polyline(flatten(pts))\n",
"curve = curve_figure.path(smooth_point_path(pts))\n",
"page.place(curve) # comment to hide curves\n",
"page.place(lines) # comment to hide non-smooth lines\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The function also has a `stddev` parameter that allows you to adjust the standard deviation of a normally-distributed random number that adjusts the spacing of each point along the x-axis. This allows for the possibility of letters looping back on themselves:"
]
},
{
"cell_type": "code",
"execution_count": 63,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"size = 200\n",
"d = document(200, 50, 'mm')\n",
"page = d.addpage()\n",
"line_figure = shape().stroke(rgba(0, 255, 0, 255)).width(1)\n",
"pts = make_scribble(xoffset=10,\n",
" yoffset=25,\n",
" width=180,\n",
" height=5,\n",
" steps=100,\n",
" stddev=3)\n",
"curve = curve_figure.path(smooth_point_path(pts))\n",
"page.place(curve)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The following example displays multiple \"lines\" of these scribbles, moving down the page, using a `for` loop:"
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"size = 200\n",
"d = document(size, size, 'mm')\n",
"page = d.addpage()\n",
"line_figure = shape().stroke(rgba(0, 255, 0, 255)).width(1)\n",
"curve_figure = shape().stroke(rgba(0, 0, 0, 255)).width(2)\n",
"row_n = 16\n",
"for i in range(row_n):\n",
" pts = make_scribble(xoffset=10,\n",
" yoffset=10+(i*(size/(row_n+1))), # row_n + 1 to leave some space at the bottom\n",
" width=size-20,\n",
" height=(size/row_n)*0.25,\n",
" steps=int(uniform(25, 250)),\n",
" stddev=uniform(2))\n",
" lines = line_figure.polyline(flatten(pts))\n",
" curve = curve_figure.path(smooth_point_path(pts))\n",
" page.place(curve)\n",
" #page.place(lines) # uncomment to see original lines\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"> Exercise: Use the `i` parameter of the loop to control some other aspect of the line generation. (For example, make it so the number of steps increases as the scribbles move down the page.)\n",
"\n",
"> Exercise: Introduce randomly-placed crosses (like the cross in `t`) and dots (as in `i`)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Weighted strokes\n",
"\n",
"The strokes produced by the flat library have a uniform width and texture, which makes the resulting artifacts resemble drawings made with a very precise pen. The problem of how to simulate how different writing implements make marks on a page (\"brushes\" in a tool like PhotoShop) is an open area of research in computer graphics research. ([A recent review](https://onlinelibrary.wiley.com/doi/full/10.1002/cav.1435).)\n",
"\n",
"The Bezmerizing library implements a simple technique for simulating an ink brush or other kinds of pens, which works by drawing a polygon along the tangents of the curves composing the stroke. The function to generate the polygon is `fancy_curve()`:"
]
},
{
"cell_type": "code",
"execution_count": 65,
"metadata": {},
"outputs": [],
"source": [
"from bezmerizing import fancy_curve"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As an example, let's define a set of points:"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [],
"source": [
"pts = [[10, 10], [15, 15], [15, 85], [50, 50], [85, 85], [85, 15], [90, 10]]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"... and then create the polygon around the curve with `fancy_curve`. The `samples_per` parameter controls the resolution of the polygon (lower values are faster to calculate but chunkier) and the `thicknesses` parameter controls the thickness of the polygon along the path."
]
},
{
"cell_type": "code",
"execution_count": 67,
"metadata": {},
"outputs": [],
"source": [
"curve_poly = fancy_curve(pts, samples_per=24, thicknesses=[0, 2, 10, 2, 8, 2])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here's an example that draws the Catmull-Rom curve on top of the polygon, just to show you how it works:"
]
},
{
"cell_type": "code",
"execution_count": 68,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"curve_figure = shape().nostroke().fill(rgba(0, 0, 0, 240))\n",
"smooth_figure = shape().stroke(rgba(0, 255, 0, 255))\n",
"smooth_path = smooth_point_path(pts)\n",
"poly = curve_figure.polygon(flatten(curve_poly))\n",
"path = smooth_figure.path(smooth_path)\n",
"page.place(poly)\n",
"page.place(path)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here's the \"alien characters\" example above, except using `fancy_curve()` to generate polygons for each stroke. (Try playing around with the `thickness` parameter.)"
]
},
{
"cell_type": "code",
"execution_count": 69,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"size = 150\n",
"d = document(size, size, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().nostroke().fill(rgba(0, 0, 0, 255))\n",
"grid_n = 8\n",
"grid_size = size / grid_n\n",
"for i in range(grid_n):\n",
" for j in range(grid_n):\n",
" pts = make_char(3 + i * grid_size, 3 + j * grid_size, grid_size * 0.67)\n",
" poly_pts = fancy_curve(pts, samples_per=12, thicknesses=[4, 2, 0, 2, 4])\n",
" poly = figure.polygon(flatten(poly_pts))\n",
" page.place(poly)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Working with data\n",
"\n",
"Notes TK!"
]
},
{
"cell_type": "code",
"execution_count": 524,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" % Total % Received % Xferd Average Speed Time Time Time Current\n",
" Dload Upload Total Spent Left Speed\n",
"100 3780k 100 3780k 0 0 896k 0 0:00:04 0:00:04 --:--:-- 1118k\n"
]
}
],
"source": [
"!curl -L -O https://raw.githubusercontent.com/aparrish/chars74k-json-dump/master/char74k-normalized.json"
]
},
{
"cell_type": "code",
"execution_count": 106,
"metadata": {},
"outputs": [],
"source": [
"import json"
]
},
{
"cell_type": "code",
"execution_count": 107,
"metadata": {},
"outputs": [],
"source": [
"chars = json.load(open(\"char74k-normalized.json\"))"
]
},
{
"cell_type": "code",
"execution_count": 108,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"55"
]
},
"execution_count": 108,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(chars[\"A\"])"
]
},
{
"cell_type": "code",
"execution_count": 128,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[[[-78.5, 102.0],\n",
" [-38.5, 55.0],\n",
" [-33.5, 45.0],\n",
" [-28.5, 35.0],\n",
" [-18.5, 14.0],\n",
" [-13.5, 4.0],\n",
" [-6.5, -15.0],\n",
" [-0.5, -29.0],\n",
" [0.5, -34.0],\n",
" [0.5, -37.0],\n",
" [-0.5, -40.0],\n",
" [-2.5, -39.0],\n",
" [-4.5, -37.0],\n",
" [-7.5, -33.0],\n",
" [-10.5, -27.0],\n",
" [-13.5, -20.0],\n",
" [-18.5, -3.0],\n",
" [-20.5, 7.0],\n",
" [-21.5, 17.0],\n",
" [-21.5, 28.0],\n",
" [-20.5, 39.0],\n",
" [-19.5, 49.0],\n",
" [-16.5, 59.0],\n",
" [-12.5, 68.0],\n",
" [-7.5, 76.0],\n",
" [12.5, 93.0],\n",
" [20.5, 97.0],\n",
" [28.5, 100.0],\n",
" [36.5, 101.0],\n",
" [44.5, 102.0],\n",
" [51.5, 103.0],\n",
" [59.5, 102.0],\n",
" [65.5, 101.0],\n",
" [75.5, 94.0],\n",
" [78.5, 88.0]],\n",
" [[-7.5, -103.0]]]"
]
},
"execution_count": 128,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"chars[\"i\"][0]"
]
},
{
"cell_type": "code",
"execution_count": 219,
"metadata": {},
"outputs": [],
"source": [
"def scale(t, val):\n",
" return np.array(t) * val\n",
"def translate(t, offset):\n",
" return np.array(t) + np.array(offset)\n",
"def augment(t):\n",
" return [t[0]] + t + [t[-1]]"
]
},
{
"cell_type": "code",
"execution_count": 220,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[105, 105],\n",
" [115, 125]])"
]
},
"execution_count": 220,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"translate([[5, 5], [15, 25]], [100, 100])"
]
},
{
"cell_type": "code",
"execution_count": 221,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 2.5, 2.5],\n",
" [ 7.5, 12.5]])"
]
},
"execution_count": 221,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"scale([[5, 5], [15, 25]], 0.5)"
]
},
{
"cell_type": "code",
"execution_count": 222,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[102.5, 102.5],\n",
" [107.5, 112.5]])"
]
},
"execution_count": 222,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"translate(scale([[5, 5], [15, 25]], 0.5), [100, 100])"
]
},
{
"cell_type": "code",
"execution_count": 223,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[[5, 5], [5, 5], [15, 25], [15, 25]]"
]
},
"execution_count": 223,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"augment([[5, 5], [15, 25]])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Draw one character"
]
},
{
"cell_type": "code",
"execution_count": 395,
"metadata": {},
"outputs": [],
"source": [
"from random import choice as pick"
]
},
{
"cell_type": "code",
"execution_count": 396,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(4)\n",
"form = pics(chars[\"A\"])\n",
"for stroke in form:\n",
" lines = figure.polyline(flatten(translate(scale(stroke, 0.25), [50, 50])))\n",
" page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "code",
"execution_count": 398,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().nostroke().fill(rgba(0, 0, 0, 255))\n",
"form = pick(chars[\"B\"])\n",
"for stroke in form:\n",
" pts = translate(scale(augment(stroke), 0.25), [50, 50])\n",
" curve = fancy_curve(pts, samples_per=24, thicknesses=[1, 2, 8, 2, 1])\n",
" lines = figure.polygon(flatten(curve))\n",
" page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Draw a grid"
]
},
{
"cell_type": "code",
"execution_count": 401,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"size = 150\n",
"d = document(size, size, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().nostroke().fill(rgba(40, 40, 240, 240))\n",
"grid_n = 9\n",
"grid_size = size / grid_n\n",
"for i in range(grid_n):\n",
" for j in range(grid_n):\n",
" let = pick(list(chars.keys()))\n",
" form = pick(chars[let])\n",
" for stroke in form:\n",
" pts = translate(scale(augment(stroke), 0.05),\n",
" [(grid_size*0.5)+(i*grid_size), (grid_size*0.5)+(j*grid_size)])\n",
" curve = fancy_curve(pts, samples_per=12, thicknesses=[0, 2.5, 1.5, 1, 0])\n",
" lines = figure.polygon(flatten(curve))\n",
" page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Remixing letters"
]
},
{
"cell_type": "code",
"execution_count": 392,
"metadata": {},
"outputs": [],
"source": [
"all_forms = flatten(chars.values())"
]
},
{
"cell_type": "code",
"execution_count": 402,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3410"
]
},
"execution_count": 402,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(all_forms)"
]
},
{
"cell_type": "code",
"execution_count": 406,
"metadata": {},
"outputs": [],
"source": [
"all_strokes = flatten(all_forms)"
]
},
{
"cell_type": "code",
"execution_count": 407,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"5034"
]
},
"execution_count": 407,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(all_strokes)"
]
},
{
"cell_type": "code",
"execution_count": 478,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(4)\n",
"random_strokes = sample(all_strokes, choice([2, 3, 4]))\n",
"for stroke in random_strokes:\n",
" pts = translate(scale(stroke, t_normal(0, 0.5, 0.25, 0.1)),\n",
" [normal(50, 10), normal(50, 10)])\n",
" lines = figure.polyline(flatten(pts))\n",
" page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "code",
"execution_count": 487,
"metadata": {},
"outputs": [],
"source": [
"def make_halfsies():\n",
" left = pick(all_forms)\n",
" right = pick(all_forms)\n",
" left_strokes = []\n",
" right_strokes = []\n",
" for stroke in left:\n",
" pts = []\n",
" for pt in stroke:\n",
" if pt[0] < 0:\n",
" pts.append(pt)\n",
" if len(pts) > 2:\n",
" left_strokes.append(pts)\n",
" for stroke in right:\n",
" pts = []\n",
" for pt in stroke:\n",
" if pt[0] > 0:\n",
" pts.append(pt)\n",
" if len(pts) > 2:\n",
" right_strokes.append(pts)\n",
" return left_strokes + right_strokes"
]
},
{
"cell_type": "code",
"execution_count": 561,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"d = document(100, 100, 'mm')\n",
"page = d.addpage()\n",
"figure = shape().stroke(rgba(0, 0, 0, 255)).width(4)\n",
"for stroke in make_halfsies():\n",
" pts = translate(scale(stroke, 0.25), [50, 50])\n",
" lines = figure.polyline(flatten(pts))\n",
" page.place(lines)\n",
"show(page)"
]
},
{
"cell_type": "code",
"execution_count": 562,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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Singularity3 commented Jul 23, 2019

Here's an overly parameterized version of the make_char function:

def make_char(xoffset, yoffset, size, grid_num=3, grid_num_y = -1, line_count_dist = t_normal(4, 12, 8, 2), rand_offset = 0, y_width = 1):
    pts = []
    ywidth = size*y_width
    if grid_num_y == -1:
        grid_num_y = grid_num
    for i in range(int(line_count_dist)):
        x = xoffset + (choice([i/(grid_num-1) for i in range(0, grid_num)]) * size) + normal(0, rand_offset)*size
        y = yoffset + (choice([i/(grid_num_y-1) for i in range(0, grid_num_y)]) * ywidth) + normal(0, rand_offset)*ywidth
        pts.append([x, y])
    return pts

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