{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Rich Output"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In Python, objects can declare their textual representation using the `__repr__` method.  IPython expands on this idea and allows objects to declare other, rich representations including:\n",
    "\n",
    "* HTML\n",
    "* JSON\n",
    "* PNG\n",
    "* JPEG\n",
    "* SVG\n",
    "* LaTeX\n",
    "\n",
    "A single object can declare some or all of these representations; all are handled by IPython's *display system*. This Notebook shows how you can use this display system to incorporate a broad range of content into your Notebooks."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic display imports"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `display` function is a general purpose tool for displaying different representations of objects. Think of it as `print` for these rich representations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import display"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A few points:\n",
    "\n",
    "* Calling `display` on an object will send **all** possible representations to the Notebook.\n",
    "* These representations are stored in the Notebook document.\n",
    "* In general the Notebook will use the richest available representation.\n",
    "\n",
    "If you want to display a particular representation, there are specific functions for that:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import (\n",
    "    display_pretty, display_html, display_jpeg,\n",
    "    display_png, display_json, display_latex, display_svg\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Images"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To work with images (JPEG, PNG) use the `Image` class."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "i = Image(filename='./images/python-logo.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Returning an `Image` object from an expression will automatically display it:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAANMAAABHCAIAAAASkuXbAAAACXBIWXMAAArrAAAK6wGCiw1aAAAAB3RJTUUH1gYcAhsG3u3y1AAAIABJREFUeAEAyIA3fwH///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////6+vr0dHRz8/PW1tbGxsbAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPv7+4qKivHx8QAAAP39/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADy9/vN3+7R4e/g6/Pn7/fw9vnx9fkA//8CAQAOCQMPCQUXDwkhFg05Jhc0JBYEAwIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD9/f0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACtIhfWAAAgAElEQVQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/wAArsrjncDd8Pb5//7/AP/+/wD/AP//AP//AAD//v7+8PT88PP44erxytrnq8XaLB4SfVY2HRQNAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAL7V6Y+32CscDqtvPaBoOSQYDQD//wD//gAA/gD//gD//wD//wAA/gD//wD///79/tLf6nOdwOzy9wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/vPz8wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD+//+zzuT9/v5sRicbEQonGg9dPSIA//4A//8A//8A//8A//4A//4A//8A//8A//8AAP4A///i6vKhvdQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD09PTBwcGOjo6enp4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADf39+4uLjGxsbR0dG3t7cAAAD5+fmqqqoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+/z+6fH3AP/+8PX6AAAAAAAA8PX5AP//AAD/AP//AP/+AP//AAD/AP//AP//AAD+AP//AP//AAD/w9TiAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAzc3NpKSk2dnZ+/v7AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAISEhHx8fLS0tFBQU8/Pz9vb22NjYCAgIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7/APr7/AD//4Wv0V09IvT4+5++2gAA/wD//wD//gD//wAA/wD//wD//gD//wAA/wD//wD//gAA/+zx9gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgINnZ2fv7+wsLCwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/wD////i7POFrtAA//8AAP8A//4A//8A//8AAP8A//8A//4A//8AAP8A//4A//8AAP8A///7/P0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAODg7g4OApKSnz8/MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD/////AAD+AP//AP//AP//AAD+AP//AP//AP/+AAD/AP//AP//AAD/AP/+AP//AAD/AP/////+AP//AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKSkpAAAADQ0NAAAAKCgoAAAAHx8fAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBARsRCQUD/wD//wD//wAA/wD//wD//wAA/wAA//L1+e/z9wAA/wD//gD//wAA/wD//////gD//wD//wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPn5+e7u7vT09Pb29ggICA0NDRUVFQUFBQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///+zs7A4ODgcHBwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/vn5+QMDAwYGBgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPf39+vr6/Dw8P///w0NDRUVFQ0NDQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPj4+O7u7vHx8fr6+gQEBBMTExQUFAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD//wD4+/36/P0AAAAAAAAAAACEWDIAAAAAAAAAAAAAAAAAAAAAAAAAAP8AAACrxNqcutIA//8A//8A//8AAP7///8A//8A//8AAP8A/vYA6ngA/fUA//4A//8AAhQADEIADkYAAQQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD6+vrV1dXKysrd3d309PT7+/sAAAAAAAAEBAQUFBRDQ0M8PDwEBAQAAAAAAAAAAAAAAAAAAADAwMDOzs7g4OB4eHgaGhoAAAAAAAAAAAAAAAAAAAAAAAAAAADo6OiRkZEAAAANDQ1wcHAKCgoAAACvr6/Kysr4+PgAAAAAAADe3t55eXkAAAAAAABYWFgvLy8AAAAAAAAAAAAAAAAAAAAAAAD////s7OzR0dHV1dXn5+f8/PwBAQEVFRU6Ojo4ODgEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAADt7e26urrQ0NDx8fH9/f0AAAABAQEMDAwnJydHR0cfHx8BAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAD4+PjQ0NDNzc3g4OD19fX7+/sAAAAAAAAFBQUXFxdCQkI5OTkEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA//8A1OTwqcfg1+Xw8vb6AP//AP//AAD/AP/+AP//AAD/AAD/AP/+AP//AAD/AP8AAP//+vv7AP//AP//AP//AAD+////AP//AP/+AAD/AP//AAD/APzxAP3zAP//AP7+AP/uAPfaAPncABZsAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////1tbWrq6u4+Pj////AgICDg4ODg4OAgIC7+/v8vLy6OjopaWl2traYWFhBQUFAAAAAAAAAAAAAAAApqam////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/Pz87OzsAAAA+/v7/v7+AAAAAAAA9/f38fHx/v7+AAAAAAAA/Pz88fHxAAAAAAAA+/v7AAAAAAAAAAAAAAAAAAAAAAAA8vLyqKiox8fH9/f3AAAAAQEB////AAAA8PDw3Nzc0tLSZGRkBgYGAAAAAAAAAAAAAAAAAAAA1dXVoKCg8PDwAAAABgYGDw8PAQEB9fX18/PzzMzM1NTUTU1NREREAgICAAAAAAAAAAAAAAAA/Pz8ysrKt7e36enpAAAADg4OGhoaAwMD9fX17e3t+/v75OTko6Oj2NjYYGBgBQUFAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP//AKLD3p2/3Pv9/QD//v///wD//wAA/gD//wD//wAA/wD//wD//gD//wAA/wD//wD//gD//wAA/wD//wD//gAA/////wD//wD//gAA/wD//wD//wAAAAD//wD+/wD//gD//wD//wD//gDwuwAJNQANOQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALy8vK6urvz8/AkJCTk5OTU1NR0dHQcHBwAAAPb29sjIyK2trfr6+svLyxMTE1JSUgEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEtLS0BAQMzMzLOzswAAAB8fH2FhYQAAAAAAABEREQAAAAAAAAAAAAAAAAAAAAAAAJubm/b29gkJCTc3NzAwMBMTE/X19cDAwNLS0v///8/Pz7CwsFVVVQEBAQAAAAAAAAAAANra2piYmPj4+AQEBD09PT8/PxgYGAICAuzs7MHBwb6+vvj4+KysrP///0dHRwAAAAAAAAAAAO/v76Ojo9TU1AAAACIiIkdHRycnJwoKCgAAAP7+/t/f36ioqODg4P///8vLyx4eHkdHRwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC50uabvtv9/v7///4A//8A//8A//4AAP8A//8A//8AAP4A//8A//8AAP8A//8A//4A//8AAP8A//4A//8A////AP8A//8A//4AAP8A//8A//8A//4AAAAA/v8A//4A//8A//4A/v8A//4A//0A7q8ADTkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC5ubn8/PwAAABgYGAyMjIAAAAAAAAAAAAAAAAKCgpCQkIBAQGmpqYAAAC9vb01NTUeHh4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPDw8PDw8PDw8AAAAAAAAHBwcaGhoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD4+Pg4ODhNTU0WFhYAAAAAAAAAAAAoKCidnZ3MzMwAAADAwMBFRUUREREAAAAAAAD09PSdnZ34+PgBAQFUVFRCQkIBAQEAAAAAAAAVFRVUVFQZGRmjo6P9/f2vr68jIyMkJCQAAAAAAADa2trT09MAAAAbGxtzc3MFBQUAAAAAAAAAAAACAgIjIyNtbW2JiYnq6ur////ExMRHR0cAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+Pv9m77a/f39///+AP//AP//AP/+AAD/AP//AP//AAD+AP//AP//AAD/AP//AP/+AP//AP//AP/+AP//AP///wD/AP/+AP/+AAD/AP//AP//AP/+AAD/AAD/AP/8AP//AP/+AP7/AP/+AP//AP7+APbWAPzuAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/v7+AAAAAAAADAwMAAAAAAAAAAAAAAAAAAAAAAAAAAAAPT09GRkZAAAA+/v7u7u7AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAX19fYmJiFhYWAAAAAAAAAAAAAAAABAQEUlJSBgYGAAAA+/v719fXAAAAAAAAAAAAubm57u7uAAAAJycnPz8/AQEBAAAAAAAAAAAAAAAAAAAAOTk5Ly8vAAAA/f39rKys/v7+AAAAAAAAAAAAAAAAAAAABgYGAwMDAAAAAAAAAOvcdrkAACAASURBVAAAAAAAAAAAAAAADg4OQUFBAAAAAAAA6enpAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANHh7+jv9/8A/wD//wD//gD//gAA/wD//wD//gAA/gD//wD//wD//wD//gD//gD//wD//gAA/gD//wD///8A/wD//gD//wAA/wD//wD//gD//gD//w8KBwD87QD99QD//gD+/wD//gD//wD+/gD//wD9+QD21gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBDExMQAAAAAAANXV1fPz8wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABwcHAEBAQAAAAAAAAAAAAAAAAAAAAAAABMTExwcHAAAAAAAAPDw8AAAAAAAAPf398jIyAAAAAAAADw8PAQEBAAAAAAAAAAAAAAAAAAAAAAAAAICAkVFRQEBAQAAAN3d3eHh4QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACMjIwAAAAAAAP///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADT4u/9//4A//8A//4A//8AAP8A//8A//4A//8A//8A//8A//8AAP4A//8A//8A//4AAP8A//8A//////4A//4A//8A//8A//8A//4A//8A//8AAP8kGxMA9MQA/v4A/v8A//4A//8A/v4A//8A//8A//0A9tkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAiIiIAAAAAAADz8/Pn5+cAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgIPDw8AAAAAAAAAAAAAAAAAAADh4eHw8PAAAAABAQEnJycAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAbGxsREREAAAAAAADT09MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAICAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA1+XvAP//AP/+AP//AAD/AP//AP/+AP//AAD/AP//AP/+AAD+AP//AP//AP/+AAD/AP//AP/////+AAD/AP//AP//AAD/AP/+AP//AP//AAD/AgIBXT8UAPC0AP//AP/+AP7/AP7+AP//AP/+AP7+AP7/APffAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFRUVAAAAAAAAAAAA5OTkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBAAAAAAAAAAAAAAAAAAAA4uLiAAAAAAAADQ0NCQkJAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgIFRUVAAAAAAAA4uLiAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAODr8wD//gD//wAA/wD//gD//gD//wAA/wD//gD//gD//wD//wD//wD//gAA/wD//////////gAA/wD//wD//wAA/gD//gD//wD//wAA/wIBAWxKHTkRowD88QD//gD+/wD//gD//wD//gD+/wD//gD//gD56gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAoKCgAAAAAAAAAAAO/v7wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPz8wAAAAAAAAgICAICAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBAQsLCwAAAAAAAPHx8f39/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADq8fcA//8A//8AAP4A//8A//8A//4AAP8A//8A//8AAP8A//4A//8JBwMXDgQDAv4A//8AAP8A//8A//8A//4A//8A//8A//8IBwIpGgNVNPMfB6YA+vEA/v8A//4A//8A/v4A//8A//8A//4A//8A/v4A/vkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHBwcAAAAAAAAAAAD4+PgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD9/f3///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+/v9AP/+AAD/AP//AP//AP/+AAD/AP//AP//AAD/AP/+HBMLdU0HMhrSBP/mAP/9AP//AP7+AP//AP//AP/+AP7/AP//AAD/AP79Af31AP75APz+AP7/AP/+AP//AP7+AP//AP//AP/+AP7/AP/+AP//AP//AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+vr6AAAAAAAAAAAAAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwMDAAAAAAAA////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////AAAAAAAABwcHAwMDAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcEAfn7/wD//wD//wD//gAA/wD//wD//wAA/gD//zAgFY5d9wr7rAD9+wD//gD+/wD//wD//gD//wD+/gD//wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD+/gADDwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPn5+QAAAAAAAAAAAAwMDAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABMTEwAAAAAAAPHx8fz8/AUFBQAAAAAAAAAAAAAAAAAAAAAAAAAAAP////Pz8wAAAAAAABMTEwEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAXDwgA//8A//4A//4AAP8A//8A//8AAP4A//8aEQuJXhsK+7IA//sA//4A/v8A//8A//4A//8A/v4A//8A//4A/v8A/v4A//8A//4A/v4A/v8A//4A//8A/v4A//8A//4A//4A/v4A//4A//8A/v4A//8ACCAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADq6uoAAAAAAAAAAAAXFxcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAfHx8AAAAAAAD6+vrp6ekAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD5+fnv7+8AAAAAAAAhISEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHhQMAP/+AP//AAD/AP//AP//AP/+AP//AP//XEIrDwLGAP/6AP/+AP7/AP/+AP/+AP/+AP7+AP/+AP/+AP7/AP/+AP//AP/+AP7/AP/+AP/+AP7+AP7+AP//AP/+AP7/AP7+AP//AP/+AP7+AP//AP//AA0uAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA3NzcAAAAAAAABAQEICAgAAAAAAAAAAAAAAAAAAAAAAAA8vLyAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGBgYGBgYAAAAAAAA1tbWAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7u7u7+/vAAAAAgICLS0tAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACscEQD//wD//wD//wD//gD//gAA/wD//gwHBDopGgD74gD+/wD+/gD//gD//wD//gD+/wD//gD//wD+/gD//gD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD+/gD+/wD//wD//gABCAAPNgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPv7+83NzQAAAAAAACMjIxUVFQAAAAAAAAAAAA4ODgAAAAAAAN3d3QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYGBjk5OQAAAAAAAMnJyfn5+QAAAAAAAAAAAAAAAAAAAAAAAAAAAMfHx/7+/gAAACwsLBUVFQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAsHxICAQAAAP8A//4A//8AAP8A//4A//8MCAQOCgcA/vwA//4A//8A//8A/v4A/v8A//4A/v8A/v4A//8A//8A//4A/v8A//4A//8A/v4A//8A//8A//4A/v8A//4A//8A/v4A//8A//4A//4A/v8AET4ABA8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADi4uL+/v4AAAAAAAAAAAAAAAAAAAD///+6urro6OgAAAACAgJGRkYCAgIAAAAAAAAAAAAiIiIAAAAAAADAwMDp6ekAAAAAAAAAAAAAAAAAAAAAAAD9/f3d3d0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAREREAAAAAAADt7e39/f0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAQEAVFRUAAADn5+e+vr7///8AAAAAAAAAAAAAAAAAAADk5OTExMQAAAAFBQVQUFABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALh8UFA0HAP/+AP//AP//AP/+AP//AP///wD/AQAAAP/+AP//AP//AP7+AP//AP/+AP7/AP/+AP//AP/+AP7+AP7/AP/+AP//AP7+AP//AP//AP/+AP7/AP/+AP//AP7+AP//AP/+AP//AP7+AAEGABlaAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAq6urjY2NzMzM8fHx/////v7+7u7ur6+vtLS0AAAAAAAAODg4LCwsAAAAAAAAAAAAAAAARkZGBQUFAAAA8PDwkJCQysrK9PT0////////8fHxzs7OkZGRpqamAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHx8fDQ0NAAAA8PDwxsbG////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACgoKXl5eBwcH////s7Ozvr6++fn5AAAAAAAA/v7+2tramZmZ9PT0AgICUVFRHR0dAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcFA1k+J5Kyzf///gAA/wD//wD///8A/wD//wAAAAAAAAD//gD+/wD//gD//wD+/wD//gD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD//gD+/wD//wD//gD//wD+/gAAAgAbXwAMKAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4ODtvb29ra2gwMDA4ODv////Hx8fb29gAAAAAAAC8vL1hYWAICAgAAAAAAAAAAAAAAACQkJFdXV6urq/n5+ezs7Jubmw8PDwsLCwAAAPLy8vX19f///wkJCff39wAAAAAAAAAAAAAAAAAAAAAAAAAAAA8PD09PT6ioqPz8/Kamps/PzyMjIzU1NRYWFgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACgoKGNjY6KiovT09KmpqcDAwBsbGwMDA+nplQ6CFgAAIABJREFU6eXl5fz8/AcHB0tLS0RERAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABROCTQ3ejC1OL//v8A//////4AAP8A//8AAAAA/v4A/v8A//4A//8A/v4A//8A//4A//8A/v8AAQkAAw0A//4A//8A//8A//4A/v8A//8AAP8A/v4A//8A//8A//8A/v8AAQIABxsAFUsAE0MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABfX1/z8/O/v7/l5eXm5uYAAAAAAAACAgIQEBBBQUFDQ0MFBQUAAAAAAAAAAAAAAAAAAAAAAAA/Pz8ZGRmxsbHf39/7+/vx8fHx8fEEBAQICAgnJycwMDAvLy95eXkAAAADAwMCAgIAAAAAAAAAAAAAAAAAAAA+Pj4PDw+1tbXm5ubU1NTT09MVFRUWFhYAAAABAQEJCQn+/v4AAAACAgIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHBwcKCgoAAAAFBQUAAAAAAAAAAAAAAAAAAAAxMTEZGRm1tbXU1NTp6eno6OgAAAABAQEHBwcqKipJSUkkJCQAAAAAAAAAAAAAAAAAAAADAwMKCgoAAAAICAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgIKCgoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+fv9r8bZtcrc4env+fv8AP//GBALqHtUCe94APrgAP7/AP/+AP//AP/+AP//AP7/AP/+ABFSABNZAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAMLAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcnJy8/PzAAAAdXV1JiYm////6urq5ubm8PDwCAgIFBQUHh4eBwcHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////6enp6urq+fn5DAwMDQ0NExMTCQkJAAAA9fX1cHBwAAAAFxcXf39/BQUFAAAAAAAAAAAAAAAAAAAAAAAA/v7+7Ozs7+/v/v7+GxsbDg4OAAAA////+Pj4////AAAACAgIAgICAAAAAAAAAAAAAAAAAAAAAAAAAAAA+fn5/f39AAAABQUFBQUFAAAAAAAAAAAAAAAAAAAAAAAAAAAA9PT05+fn8PDwAAAADQ0NGBgYDw8PAQEBAAAAAAAAAAAAAAAAAAAAAAAA/Pz8+vr6AAAAAgICCAgIAAAAAAAAAAAAAAAAAAAAAAAAAAAA/v7++Pj4AAAAAAAACgoKAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcFA1g/Klg/KgAAAAAAAAAAAAAAAAAAAAD//wD+/wD//gD//wD+/gD//wD//wD//gD+/wDtsQDutgD+/wD//wD//wD//gD+/wD//gD//wAGFgArogAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBARcXFxcXFwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBARgYGBgYGAAAAAAAAAAAAAAAAAAAAAAAAPz8/AAAAAAAAAYGBgQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAICAhYWFhYWFgAAAAAAAAAAAAAAAAEBAQkJCQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcHBwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwMDCUlJQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAICAgoKCgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA//4A//4A//8A/v4A//8A//4A//8A/v8A//4A//kA/vcA//8A//4A//8A/v4A//8A//8A/v4AAQsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADz8/MAAAAAAAAREREBAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP//AP7/AP/+AP//AP/+AP7/AP/+AP//AP7+AP//AP//AP/+AP//AAYdABZXAP30AOWfAP3xAP/+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA5ubmAAAAAAAAGRkZAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD+/wD//gD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gAgfgAKJgAAAAABCADehwACBgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/szMzAAAAAAAACgoKAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABRoA//8A//4A/v8A//4A//8A/v4A//8A//8A//4A/v8A//4A//8AAAEAAAAAAAAA//8A/v8ABhwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD+/v7CwsLR0dEAAAAdHR0lJSUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA5HAPPGAP79AP/+AP//AP7+AP//AP/+AP//AP7+AP//AP/+AP7/ANx9ABhZAP31AOOdAAACABdPAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/Pz85ubmu7u7y8vL/v7+CgoKW1tbBwcHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKMAATYADroAD99wD//wD//wD//gD//wD+/gD//wD//gD+/wD//wD33wDehQD+/gABBQAdZgARPAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///9jY2OTk5OTk5OHh4enp6fz8/AEBARoaGl5eXiMjIwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAElIACSgA6qUA880A//kA/v8A//4A//8A/v4A//8A//4A//8A//8AAAQADzAAHGIADzMAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAVFRX19fX+/v4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC5ubnV1dUAAAAAAAADAwMcHBw+Pj46OjoHBwcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPrnAPPOAPXUAPffAPnrAP74AAEHAAUUAAcfAA0vAA4yAAgaAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////39/fzMzMOTk5HR0dAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAxMTE09PTERERGxsbIyMjGRkZAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAf///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAAAAAAAAAD///8AAAAAAAAAAAAAAAAAAAAAAAAAAAABAQEAAAAAAAAAAAAAAAABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD90FOfAAAgAElEQVQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABDi/x0AQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAD///8AAAD///8AAAD///8AAAD///8AAAD///8AAAAAAAAAAAAAAAAAAAAAAAABAQEAAAABAQEAAAABAQEAAAABAQEBAAAAAQEAAAABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////AAAA////////AAAA//////////////////7+/wAA////////////AAAA////AAAAAQEBAAAAAAAAAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAP//AAEBAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///wAAAP////////////////7+/v////////7+/v////////7+/v///////////////////wEBAQEBAQEBAQICAgEBAQEBAQICAgEBAQIBAQECAgEBAQEBAQEBAQEBAQEAAAAAAAEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAAAAAD///////8AAAAA//////8AAAD////+/v7+/v7////+/v7////+/v4AAAAAAAACAgICAgIAAAABAQECAgL+/v4CAgL/AQEA//8AAAABAQEAAAAAAAAAAAAAAAD///8BAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAEB////AAAAAQEBAAAAAAAAAAICAv7+/wEBAAAAAQEBAgIC/v7+AwMD/v7+AAAAAAAAAAAAAQEBAQEBAQEBAQEBAgICAAAAAgICAQEBAQEBAgICAQEBAQEBAQEBAQAAAAAAAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAf///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///wAAAP///////wAAAP///////////////////wAAAP///wAAAP///wAAAAAAAAAAAAAAAAEBAQAAAAEBAQEBAQEBAQEBAQAAAAEBAQEBAQEBAQEAAAABAQEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAH///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAAAAAD///8AAAD///8AAAAAAAD///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAQEAAAABAQEAAAAAAAABAQEAAAABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAf///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACUL5NEAAA/mSURBVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHn7k0ISTUoAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "i"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or you can pass an object with a rich representation to `display`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAANMAAABHCAIAAAASkuXbAAAACXBIWXMAAArrAAAK6wGCiw1aAAAAB3RJTUUH1gYcAhsG3u3y1AAAIABJREFUeAEAyIA3fwH///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////6+vr0dHRz8/PW1tbGxsbAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPv7+4qKivHx8QAAAP39/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADy9/vN3+7R4e/g6/Pn7/fw9vnx9fkA//8CAQAOCQMPCQUXDwkhFg05Jhc0JBYEAwIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD9/f0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACtIhfWAAAgAElEQVQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/wAArsrjncDd8Pb5//7/AP/+/wD/AP//AP//AAD//v7+8PT88PP44erxytrnq8XaLB4SfVY2HRQNAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAL7V6Y+32CscDqtvPaBoOSQYDQD//wD//gAA/gD//gD//wD//wAA/gD//wD///79/tLf6nOdwOzy9wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/vPz8wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD+//+zzuT9/v5sRicbEQonGg9dPSIA//4A//8A//8A//8A//4A//4A//8A//8A//8AAP4A///i6vKhvdQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD09PTBwcGOjo6enp4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADf39+4uLjGxsbR0dG3t7cAAAD5+fmqqqoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+/z+6fH3AP/+8PX6AAAAAAAA8PX5AP//AAD/AP//AP/+AP//AAD/AP//AP//AAD+AP//AP//AAD/w9TiAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAzc3NpKSk2dnZ+/v7AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAISEhHx8fLS0tFBQU8/Pz9vb22NjYCAgIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7/APr7/AD//4Wv0V09IvT4+5++2gAA/wD//wD//gD//wAA/wD//wD//gD//wAA/wD//wD//gAA/+zx9gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgINnZ2fv7+wsLCwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/wD////i7POFrtAA//8AAP8A//4A//8A//8AAP8A//8A//4A//8AAP8A//4A//8AAP8A///7/P0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAODg7g4OApKSnz8/MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD/////AAD+AP//AP//AP//AAD+AP//AP//AP/+AAD/AP//AP//AAD/AP/+AP//AAD/AP/////+AP//AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKSkpAAAADQ0NAAAAKCgoAAAAHx8fAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBARsRCQUD/wD//wD//wAA/wD//wD//wAA/wAA//L1+e/z9wAA/wD//gD//wAA/wD//////gD//wD//wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPn5+e7u7vT09Pb29ggICA0NDRUVFQUFBQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///+zs7A4ODgcHBwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/vn5+QMDAwYGBgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPf39+vr6/Dw8P///w0NDRUVFQ0NDQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPj4+O7u7vHx8fr6+gQEBBMTExQUFAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD//wD4+/36/P0AAAAAAAAAAACEWDIAAAAAAAAAAAAAAAAAAAAAAAAAAP8AAACrxNqcutIA//8A//8A//8AAP7///8A//8A//8AAP8A/vYA6ngA/fUA//4A//8AAhQADEIADkYAAQQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD6+vrV1dXKysrd3d309PT7+/sAAAAAAAAEBAQUFBRDQ0M8PDwEBAQAAAAAAAAAAAAAAAAAAADAwMDOzs7g4OB4eHgaGhoAAAAAAAAAAAAAAAAAAAAAAAAAAADo6OiRkZEAAAANDQ1wcHAKCgoAAACvr6/Kysr4+PgAAAAAAADe3t55eXkAAAAAAABYWFgvLy8AAAAAAAAAAAAAAAAAAAAAAAD////s7OzR0dHV1dXn5+f8/PwBAQEVFRU6Ojo4ODgEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAADt7e26urrQ0NDx8fH9/f0AAAABAQEMDAwnJydHR0cfHx8BAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAD4+PjQ0NDNzc3g4OD19fX7+/sAAAAAAAAFBQUXFxdCQkI5OTkEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA//8A1OTwqcfg1+Xw8vb6AP//AP//AAD/AP/+AP//AAD/AAD/AP/+AP//AAD/AP8AAP//+vv7AP//AP//AP//AAD+////AP//AP/+AAD/AP//AAD/APzxAP3zAP//AP7+AP/uAPfaAPncABZsAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////1tbWrq6u4+Pj////AgICDg4ODg4OAgIC7+/v8vLy6OjopaWl2traYWFhBQUFAAAAAAAAAAAAAAAApqam////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/Pz87OzsAAAA+/v7/v7+AAAAAAAA9/f38fHx/v7+AAAAAAAA/Pz88fHxAAAAAAAA+/v7AAAAAAAAAAAAAAAAAAAAAAAA8vLyqKiox8fH9/f3AAAAAQEB////AAAA8PDw3Nzc0tLSZGRkBgYGAAAAAAAAAAAAAAAAAAAA1dXVoKCg8PDwAAAABgYGDw8PAQEB9fX18/PzzMzM1NTUTU1NREREAgICAAAAAAAAAAAAAAAA/Pz8ysrKt7e36enpAAAADg4OGhoaAwMD9fX17e3t+/v75OTko6Oj2NjYYGBgBQUFAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP//AKLD3p2/3Pv9/QD//v///wD//wAA/gD//wD//wAA/wD//wD//gD//wAA/wD//wD//gD//wAA/wD//wD//gAA/////wD//wD//gAA/wD//wD//wAAAAD//wD+/wD//gD//wD//wD//gDwuwAJNQANOQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALy8vK6urvz8/AkJCTk5OTU1NR0dHQcHBwAAAPb29sjIyK2trfr6+svLyxMTE1JSUgEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEtLS0BAQMzMzLOzswAAAB8fH2FhYQAAAAAAABEREQAAAAAAAAAAAAAAAAAAAAAAAJubm/b29gkJCTc3NzAwMBMTE/X19cDAwNLS0v///8/Pz7CwsFVVVQEBAQAAAAAAAAAAANra2piYmPj4+AQEBD09PT8/PxgYGAICAuzs7MHBwb6+vvj4+KysrP///0dHRwAAAAAAAAAAAO/v76Ojo9TU1AAAACIiIkdHRycnJwoKCgAAAP7+/t/f36ioqODg4P///8vLyx4eHkdHRwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC50uabvtv9/v7///4A//8A//8A//4AAP8A//8A//8AAP4A//8A//8AAP8A//8A//4A//8AAP8A//4A//8A////AP8A//8A//4AAP8A//8A//8A//4AAAAA/v8A//4A//8A//4A/v8A//4A//0A7q8ADTkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC5ubn8/PwAAABgYGAyMjIAAAAAAAAAAAAAAAAKCgpCQkIBAQGmpqYAAAC9vb01NTUeHh4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPDw8PDw8PDw8AAAAAAAAHBwcaGhoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD4+Pg4ODhNTU0WFhYAAAAAAAAAAAAoKCidnZ3MzMwAAADAwMBFRUUREREAAAAAAAD09PSdnZ34+PgBAQFUVFRCQkIBAQEAAAAAAAAVFRVUVFQZGRmjo6P9/f2vr68jIyMkJCQAAAAAAADa2trT09MAAAAbGxtzc3MFBQUAAAAAAAAAAAACAgIjIyNtbW2JiYnq6ur////ExMRHR0cAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+Pv9m77a/f39///+AP//AP//AP/+AAD/AP//AP//AAD+AP//AP//AAD/AP//AP/+AP//AP//AP/+AP//AP///wD/AP/+AP/+AAD/AP//AP//AP/+AAD/AAD/AP/8AP//AP/+AP7/AP/+AP//AP7+APbWAPzuAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/v7+AAAAAAAADAwMAAAAAAAAAAAAAAAAAAAAAAAAAAAAPT09GRkZAAAA+/v7u7u7AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAX19fYmJiFhYWAAAAAAAAAAAAAAAABAQEUlJSBgYGAAAA+/v719fXAAAAAAAAAAAAubm57u7uAAAAJycnPz8/AQEBAAAAAAAAAAAAAAAAAAAAOTk5Ly8vAAAA/f39rKys/v7+AAAAAAAAAAAAAAAAAAAABgYGAwMDAAAAAAAAAOvcdrkAACAASURBVAAAAAAAAAAAAAAADg4OQUFBAAAAAAAA6enpAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAANHh7+jv9/8A/wD//wD//gD//gAA/wD//wD//gAA/gD//wD//wD//wD//gD//gD//wD//gAA/gD//wD///8A/wD//gD//wAA/wD//wD//gD//gD//w8KBwD87QD99QD//gD+/wD//gD//wD+/gD//wD9+QD21gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBDExMQAAAAAAANXV1fPz8wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABwcHAEBAQAAAAAAAAAAAAAAAAAAAAAAABMTExwcHAAAAAAAAPDw8AAAAAAAAPf398jIyAAAAAAAADw8PAQEBAAAAAAAAAAAAAAAAAAAAAAAAAICAkVFRQEBAQAAAN3d3eHh4QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACMjIwAAAAAAAP///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADT4u/9//4A//8A//4A//8AAP8A//8A//4A//8A//8A//8A//8AAP4A//8A//8A//4AAP8A//8A//////4A//4A//8A//8A//8A//4A//8A//8AAP8kGxMA9MQA/v4A/v8A//4A//8A/v4A//8A//8A//0A9tkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAiIiIAAAAAAADz8/Pn5+cAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgIPDw8AAAAAAAAAAAAAAAAAAADh4eHw8PAAAAABAQEnJycAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAbGxsREREAAAAAAADT09MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAICAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA1+XvAP//AP/+AP//AAD/AP//AP/+AP//AAD/AP//AP/+AAD+AP//AP//AP/+AAD/AP//AP/////+AAD/AP//AP//AAD/AP/+AP//AP//AAD/AgIBXT8UAPC0AP//AP/+AP7/AP7+AP//AP/+AP7+AP7/APffAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFRUVAAAAAAAAAAAA5OTkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBAAAAAAAAAAAAAAAAAAAA4uLiAAAAAAAADQ0NCQkJAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgIFRUVAAAAAAAA4uLiAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAODr8wD//gD//wAA/wD//gD//gD//wAA/wD//gD//gD//wD//wD//wD//gAA/wD//////////gAA/wD//wD//wAA/gD//gD//wD//wAA/wIBAWxKHTkRowD88QD//gD+/wD//gD//wD//gD+/wD//gD//gD56gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAoKCgAAAAAAAAAAAO/v7wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPz8wAAAAAAAAgICAICAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBAQsLCwAAAAAAAPHx8f39/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADq8fcA//8A//8AAP4A//8A//8A//4AAP8A//8A//8AAP8A//4A//8JBwMXDgQDAv4A//8AAP8A//8A//8A//4A//8A//8A//8IBwIpGgNVNPMfB6YA+vEA/v8A//4A//8A/v4A//8A//8A//4A//8A/v4A/vkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHBwcAAAAAAAAAAAD4+PgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD9/f3///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+/v9AP/+AAD/AP//AP//AP/+AAD/AP//AP//AAD/AP/+HBMLdU0HMhrSBP/mAP/9AP//AP7+AP//AP//AP/+AP7/AP//AAD/AP79Af31AP75APz+AP7/AP/+AP//AP7+AP//AP//AP/+AP7/AP/+AP//AP//AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+vr6AAAAAAAAAAAAAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwMDAAAAAAAA////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////AAAAAAAABwcHAwMDAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcEAfn7/wD//wD//wD//gAA/wD//wD//wAA/gD//zAgFY5d9wr7rAD9+wD//gD+/wD//wD//gD//wD+/gD//wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD+/gADDwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPn5+QAAAAAAAAAAAAwMDAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABMTEwAAAAAAAPHx8fz8/AUFBQAAAAAAAAAAAAAAAAAAAAAAAAAAAP////Pz8wAAAAAAABMTEwEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAXDwgA//8A//4A//4AAP8A//8A//8AAP4A//8aEQuJXhsK+7IA//sA//4A/v8A//8A//4A//8A/v4A//8A//4A/v8A/v4A//8A//4A/v4A/v8A//4A//8A/v4A//8A//4A//4A/v4A//4A//8A/v4A//8ACCAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADq6uoAAAAAAAAAAAAXFxcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAfHx8AAAAAAAD6+vrp6ekAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD5+fnv7+8AAAAAAAAhISEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHhQMAP/+AP//AAD/AP//AP//AP/+AP//AP//XEIrDwLGAP/6AP/+AP7/AP/+AP/+AP/+AP7+AP/+AP/+AP7/AP/+AP//AP/+AP7/AP/+AP/+AP7+AP7+AP//AP/+AP7/AP7+AP//AP/+AP7+AP//AP//AA0uAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA3NzcAAAAAAAABAQEICAgAAAAAAAAAAAAAAAAAAAAAAAA8vLyAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAGBgYGBgYAAAAAAAA1tbWAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7u7u7+/vAAAAAgICLS0tAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACscEQD//wD//wD//wD//gD//gAA/wD//gwHBDopGgD74gD+/wD+/gD//gD//wD//gD+/wD//gD//wD+/gD//gD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD+/gD+/wD//wD//gABCAAPNgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPv7+83NzQAAAAAAACMjIxUVFQAAAAAAAAAAAA4ODgAAAAAAAN3d3QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/gAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYGBjk5OQAAAAAAAMnJyfn5+QAAAAAAAAAAAAAAAAAAAAAAAAAAAMfHx/7+/gAAACwsLBUVFQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAsHxICAQAAAP8A//4A//8AAP8A//4A//8MCAQOCgcA/vwA//4A//8A//8A/v4A/v8A//4A/v8A/v4A//8A//8A//4A/v8A//4A//8A/v4A//8A//8A//4A/v8A//4A//8A/v4A//8A//4A//4A/v8AET4ABA8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADi4uL+/v4AAAAAAAAAAAAAAAAAAAD///+6urro6OgAAAACAgJGRkYCAgIAAAAAAAAAAAAiIiIAAAAAAADAwMDp6ekAAAAAAAAAAAAAAAAAAAAAAAD9/f3d3d0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAREREAAAAAAADt7e39/f0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAQEAVFRUAAADn5+e+vr7///8AAAAAAAAAAAAAAAAAAADk5OTExMQAAAAFBQVQUFABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALh8UFA0HAP/+AP//AP//AP/+AP//AP///wD/AQAAAP/+AP//AP//AP7+AP//AP/+AP7/AP/+AP//AP/+AP7+AP7/AP/+AP//AP7+AP//AP//AP/+AP7/AP/+AP//AP7+AP//AP/+AP//AP7+AAEGABlaAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAq6urjY2NzMzM8fHx/////v7+7u7ur6+vtLS0AAAAAAAAODg4LCwsAAAAAAAAAAAAAAAARkZGBQUFAAAA8PDwkJCQysrK9PT0////////8fHxzs7OkZGRpqamAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHx8fDQ0NAAAA8PDwxsbG////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACgoKXl5eBwcH////s7Ozvr6++fn5AAAAAAAA/v7+2tramZmZ9PT0AgICUVFRHR0dAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcFA1k+J5Kyzf///gAA/wD//wD///8A/wD//wAAAAAAAAD//gD+/wD//gD//wD+/wD//gD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gD//wD//gD+/wD//wD//gD//wD+/gAAAgAbXwAMKAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA4ODtvb29ra2gwMDA4ODv////Hx8fb29gAAAAAAAC8vL1hYWAICAgAAAAAAAAAAAAAAACQkJFdXV6urq/n5+ezs7Jubmw8PDwsLCwAAAPLy8vX19f///wkJCff39wAAAAAAAAAAAAAAAAAAAAAAAAAAAA8PD09PT6ioqPz8/Kamps/PzyMjIzU1NRYWFgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACgoKGNjY6KiovT09KmpqcDAwBsbGwMDA+nplQ6CFgAAIABJREFU6eXl5fz8/AcHB0tLS0RERAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABROCTQ3ejC1OL//v8A//////4AAP8A//8AAAAA/v4A/v8A//4A//8A/v4A//8A//4A//8A/v8AAQkAAw0A//4A//8A//8A//4A/v8A//8AAP8A/v4A//8A//8A//8A/v8AAQIABxsAFUsAE0MAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABfX1/z8/O/v7/l5eXm5uYAAAAAAAACAgIQEBBBQUFDQ0MFBQUAAAAAAAAAAAAAAAAAAAAAAAA/Pz8ZGRmxsbHf39/7+/vx8fHx8fEEBAQICAgnJycwMDAvLy95eXkAAAADAwMCAgIAAAAAAAAAAAAAAAAAAAA+Pj4PDw+1tbXm5ubU1NTT09MVFRUWFhYAAAABAQEJCQn+/v4AAAACAgIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHBwcKCgoAAAAFBQUAAAAAAAAAAAAAAAAAAAAxMTEZGRm1tbXU1NTp6eno6OgAAAABAQEHBwcqKipJSUkkJCQAAAAAAAAAAAAAAAAAAAADAwMKCgoAAAAICAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAgIKCgoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA+fv9r8bZtcrc4env+fv8AP//GBALqHtUCe94APrgAP7/AP/+AP//AP/+AP//AP7/AP/+ABFSABNZAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAMLAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcnJy8/PzAAAAdXV1JiYm////6urq5ubm8PDwCAgIFBQUHh4eBwcHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////6enp6urq+fn5DAwMDQ0NExMTCQkJAAAA9fX1cHBwAAAAFxcXf39/BQUFAAAAAAAAAAAAAAAAAAAAAAAA/v7+7Ozs7+/v/v7+GxsbDg4OAAAA////+Pj4////AAAACAgIAgICAAAAAAAAAAAAAAAAAAAAAAAAAAAA+fn5/f39AAAABQUFBQUFAAAAAAAAAAAAAAAAAAAAAAAAAAAA9PT05+fn8PDwAAAADQ0NGBgYDw8PAQEBAAAAAAAAAAAAAAAAAAAAAAAA/Pz8+vr6AAAAAgICCAgIAAAAAAAAAAAAAAAAAAAAAAAAAAAA/v7++Pj4AAAAAAAACgoKAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcFA1g/Klg/KgAAAAAAAAAAAAAAAAAAAAD//wD+/wD//gD//wD+/gD//wD//wD//gD+/wDtsQDutgD+/wD//wD//wD//gD+/wD//gD//wAGFgArogAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBARcXFxcXFwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEBARgYGBgYGAAAAAAAAAAAAAAAAAAAAAAAAPz8/AAAAAAAAAYGBgQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAICAhYWFhYWFgAAAAAAAAAAAAAAAAEBAQkJCQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAcHBwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwMDCUlJQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAICAgoKCgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA//4A//4A//8A/v4A//8A//4A//8A/v8A//4A//kA/vcA//8A//4A//8A/v4A//8A//8A/v4AAQsAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADz8/MAAAAAAAAREREBAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP//AP7/AP/+AP//AP/+AP7/AP/+AP//AP7+AP//AP//AP/+AP//AAYdABZXAP30AOWfAP3xAP/+AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA5ubmAAAAAAAAGRkZAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD+/wD//gD//wD//gD+/wD//gD//wD+/gD//wD//wD//gD+/wD//gAgfgAKJgAAAAABCADehwACBgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP7+/szMzAAAAAAAACgoKAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABRoA//8A//4A/v8A//4A//8A/v4A//8A//8A//4A/v8A//4A//8AAAEAAAAAAAAA//8A/v8ABhwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD+/v7CwsLR0dEAAAAdHR0lJSUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA5HAPPGAP79AP/+AP//AP7+AP//AP/+AP//AP7+AP//AP/+AP7/ANx9ABhZAP31AOOdAAACABdPAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA/Pz85ubmu7u7y8vL/v7+CgoKW1tbBwcHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKMAATYADroAD99wD//wD//wD//gD//wD+/gD//wD//gD+/wD//wD33wDehQD+/gABBQAdZgARPAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///9jY2OTk5OTk5OHh4enp6fz8/AEBARoaGl5eXiMjIwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAElIACSgA6qUA880A//kA/v8A//4A//8A/v4A//8A//4A//8A//8AAAQADzAAHGIADzMAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAVFRX19fX+/v4AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAC5ubnV1dUAAAAAAAADAwMcHBw+Pj46OjoHBwcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPrnAPPOAPXUAPffAPnrAP74AAEHAAUUAAcfAA0vAA4yAAgaAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////39/fzMzMOTk5HR0dAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAxMTE09PTERERGxsbIyMjGRkZAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAf///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAAAAAAAAAD///8AAAAAAAAAAAAAAAAAAAAAAAAAAAABAQEAAAAAAAAAAAAAAAABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD90FOfAAAgAElEQVQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABDi/x0AQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAD///8AAAD///8AAAD///8AAAD///8AAAD///8AAAAAAAAAAAAAAAAAAAAAAAABAQEAAAABAQEAAAABAQEAAAABAQEBAAAAAQEAAAABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA////AAAA////////AAAA//////////////////7+/wAA////////////AAAA////AAAAAQEBAAAAAAAAAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAP//AAEBAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///wAAAP////////////////7+/v////////7+/v////////7+/v///////////////////wEBAQEBAQEBAQICAgEBAQEBAQICAgEBAQIBAQECAgEBAQEBAQEBAQEBAQEAAAAAAAEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAAAAAD///////8AAAAA//////8AAAD////+/v7+/v7////+/v7////+/v4AAAAAAAACAgICAgIAAAABAQECAgL+/v4CAgL/AQEA//8AAAABAQEAAAAAAAAAAAAAAAD///8BAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAEB////AAAAAQEBAAAAAAAAAAICAv7+/wEBAAAAAQEBAgIC/v7+AwMD/v7+AAAAAAAAAAAAAQEBAQEBAQEBAQEBAgICAAAAAgICAQEBAQEBAgICAQEBAQEBAQEBAQAAAAAAAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAf///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///wAAAP///////wAAAP///////////////////wAAAP///wAAAP///wAAAAAAAAAAAAAAAAEBAQAAAAEBAQEBAQEBAQEBAQAAAAEBAQEBAQEBAQEAAAABAQEBAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAH///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD///8AAAAAAAD///8AAAD///8AAAAAAAD///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAQEAAAABAQEAAAAAAAABAQEAAAABAQEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB////AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAP///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQEBAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAf///wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACUL5NEAAA/mSURBVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHn7k0ISTUoAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(i)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "An image can also be displayed from raw data or a URL."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<img src=\"http://python.org/images/python-logo.gif\"/>"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image(url='http://python.org/images/python-logo.gif')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "SVG images are also supported out of the box."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"115.02pt\" id=\"svg2\" inkscape:version=\"0.43\" sodipodi:docbase=\"/home/sdeibel\" sodipodi:docname=\"logo-python-generic.svg\" sodipodi:version=\"0.32\" version=\"1.0\" width=\"388.84pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:cc=\"http://web.resource.org/cc/\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:inkscape=\"http://www.inkscape.org/namespaces/inkscape\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\" xmlns:sodipodi=\"http://inkscape.sourceforge.net/DTD/sodipodi-0.dtd\" xmlns:svg=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       "  <metadata id=\"metadata2193\">\n",
       "    <rdf:RDF>\n",
       "      <cc:Work rdf:about=\"\">\n",
       "        <dc:format>image/svg+xml</dc:format>\n",
       "        <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "      </cc:Work>\n",
       "    </rdf:RDF>\n",
       "  </metadata>\n",
       "  <sodipodi:namedview bordercolor=\"#666666\" borderopacity=\"1.0\" id=\"base\" inkscape:current-layer=\"svg2\" inkscape:cx=\"243.02499\" inkscape:cy=\"71.887497\" inkscape:pageopacity=\"0.0\" inkscape:pageshadow=\"2\" inkscape:window-height=\"543\" inkscape:window-width=\"791\" inkscape:window-x=\"0\" inkscape:window-y=\"0\" inkscape:zoom=\"1.4340089\" pagecolor=\"#ffffff\"/>\n",
       "  <defs id=\"defs4\">\n",
       "    <linearGradient id=\"linearGradient2795\">\n",
       "      <stop id=\"stop2797\" offset=\"0\" style=\"stop-color:#b8b8b8;stop-opacity:0.49803922\"/>\n",
       "      <stop id=\"stop2799\" offset=\"1\" style=\"stop-color:#7f7f7f;stop-opacity:0\"/>\n",
       "    </linearGradient>\n",
       "    <linearGradient id=\"linearGradient2787\">\n",
       "      <stop id=\"stop2789\" offset=\"0\" style=\"stop-color:#7f7f7f;stop-opacity:0.5\"/>\n",
       "      <stop id=\"stop2791\" offset=\"1\" style=\"stop-color:#7f7f7f;stop-opacity:0\"/>\n",
       "    </linearGradient>\n",
       "    <linearGradient id=\"linearGradient3676\">\n",
       "      <stop id=\"stop3678\" offset=\"0\" style=\"stop-color:#b2b2b2;stop-opacity:0.5\"/>\n",
       "      <stop id=\"stop3680\" offset=\"1\" style=\"stop-color:#b3b3b3;stop-opacity:0\"/>\n",
       "    </linearGradient>\n",
       "    <linearGradient id=\"linearGradient3236\">\n",
       "      <stop id=\"stop3244\" offset=\"0\" style=\"stop-color:#f4f4f4;stop-opacity:1\"/>\n",
       "      <stop id=\"stop3240\" offset=\"1\" style=\"stop-color:#ffffff;stop-opacity:1\"/>\n",
       "    </linearGradient>\n",
       "    <linearGradient id=\"linearGradient4671\">\n",
       "      <stop id=\"stop4673\" offset=\"0\" style=\"stop-color:#ffd43b;stop-opacity:1\"/>\n",
       "      <stop id=\"stop4675\" offset=\"1\" style=\"stop-color:#ffe873;stop-opacity:1\"/>\n",
       "    </linearGradient>\n",
       "    <linearGradient id=\"linearGradient4689\">\n",
       "      <stop id=\"stop4691\" offset=\"0\" style=\"stop-color:#5a9fd4;stop-opacity:1\"/>\n",
       "      <stop id=\"stop4693\" offset=\"1\" style=\"stop-color:#306998;stop-opacity:1\"/>\n",
       "    </linearGradient>\n",
       "    <linearGradient gradientTransform=\"translate(100.2702,99.61116)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2987\" x1=\"224.23996\" x2=\"-65.308502\" xlink:href=\"#linearGradient4671\" y1=\"144.75717\" y2=\"144.75717\"/>\n",
       "    <linearGradient gradientTransform=\"translate(100.2702,99.61116)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2990\" x1=\"172.94208\" x2=\"26.670298\" xlink:href=\"#linearGradient4689\" y1=\"77.475983\" y2=\"76.313133\"/>\n",
       "    <linearGradient gradientTransform=\"translate(100.2702,99.61116)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2587\" x1=\"172.94208\" x2=\"26.670298\" xlink:href=\"#linearGradient4689\" y1=\"77.475983\" y2=\"76.313133\"/>\n",
       "    <linearGradient gradientTransform=\"translate(100.2702,99.61116)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2589\" x1=\"224.23996\" x2=\"-65.308502\" xlink:href=\"#linearGradient4671\" y1=\"144.75717\" y2=\"144.75717\"/>\n",
       "    <linearGradient gradientTransform=\"translate(100.2702,99.61116)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2248\" x1=\"172.94208\" x2=\"26.670298\" xlink:href=\"#linearGradient4689\" y1=\"77.475983\" y2=\"76.313133\"/>\n",
       "    <linearGradient gradientTransform=\"translate(100.2702,99.61116)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2250\" x1=\"224.23996\" x2=\"-65.308502\" xlink:href=\"#linearGradient4671\" y1=\"144.75717\" y2=\"144.75717\"/>\n",
       "    <linearGradient gradientTransform=\"matrix(0.562541,0,0,0.567972,-11.5974,-7.60954)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2255\" x1=\"224.23996\" x2=\"-65.308502\" xlink:href=\"#linearGradient4671\" y1=\"144.75717\" y2=\"144.75717\"/>\n",
       "    <linearGradient gradientTransform=\"matrix(0.562541,0,0,0.567972,-11.5974,-7.60954)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient2258\" x1=\"172.94208\" x2=\"26.670298\" xlink:href=\"#linearGradient4689\" y1=\"76.176224\" y2=\"76.313133\"/>\n",
       "    <radialGradient cx=\"61.518883\" cy=\"132.28575\" fx=\"61.518883\" fy=\"132.28575\" gradientTransform=\"matrix(1,0,0,0.177966,0,108.7434)\" gradientUnits=\"userSpaceOnUse\" id=\"radialGradient2801\" r=\"29.036913\" xlink:href=\"#linearGradient2795\"/>\n",
       "    <linearGradient gradientTransform=\"matrix(0.562541,0,0,0.567972,-9.399749,-5.305317)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient1475\" x1=\"150.96111\" x2=\"112.03144\" xlink:href=\"#linearGradient4671\" y1=\"192.35176\" y2=\"137.27299\"/>\n",
       "    <linearGradient gradientTransform=\"matrix(0.562541,0,0,0.567972,-9.399749,-5.305317)\" gradientUnits=\"userSpaceOnUse\" id=\"linearGradient1478\" x1=\"26.648937\" x2=\"135.66525\" xlink:href=\"#linearGradient4689\" y1=\"20.603781\" y2=\"114.39767\"/>\n",
       "    <radialGradient cx=\"61.518883\" cy=\"132.28575\" fx=\"61.518883\" fy=\"132.28575\" gradientTransform=\"matrix(2.382716e-8,-0.296405,1.43676,4.683673e-7,-128.544,150.5202)\" gradientUnits=\"userSpaceOnUse\" id=\"radialGradient1480\" r=\"29.036913\" xlink:href=\"#linearGradient2795\"/>\n",
       "  </defs>\n",
       "  <g id=\"g2303\">\n",
       "    <path d=\"M 184.61344,61.929363 C 184.61344,47.367213 180.46118,39.891193 172.15666,39.481813 C 168.85239,39.325863 165.62611,39.852203 162.48754,41.070593 C 159.98254,41.967323 158.2963,42.854313 157.40931,43.751043 L 157.40931,78.509163 C 162.72147,81.842673 167.43907,83.392453 171.55234,83.148783 C 180.25649,82.573703 184.61344,75.507063 184.61344,61.929363 z M 194.85763,62.533683 C 194.85763,69.931723 193.12265,76.072393 189.63319,80.955683 C 185.7441,86.482283 180.35396,89.328433 173.46277,89.484393 C 168.26757,89.650093 162.91642,88.022323 157.40931,84.610843 L 157.40931,116.20116 L 148.50047,113.02361 L 148.50047,42.903043 C 149.96253,41.109583 151.84372,39.569543 154.12454,38.263433 C 159.42696,35.173603 165.86978,33.584823 173.45302,33.506853 L 173.57973,33.633563 C 180.50991,33.545833 185.85132,36.391993 189.60395,42.162263 C 193.10315,47.454933 194.85763,54.238913 194.85763,62.533683 z \" id=\"path46\" style=\"fill:#646464;fill-opacity:1\"/>\n",
       "    <path d=\"M 249.30487,83.265743 C 249.30487,93.188283 248.31067,100.05998 246.32227,103.88084 C 244.32411,107.7017 240.52275,110.75254 234.90842,113.02361 C 230.35653,114.81707 225.43425,115.79178 220.15133,115.95748 L 218.67952,110.34316 C 224.05016,109.61213 227.83204,108.88109 230.02513,108.15006 C 234.34309,106.688 237.30621,104.44617 238.93397,101.44406 C 240.24008,98.997543 240.88339,94.328693 240.88339,87.418003 L 240.88339,85.098203 C 234.79146,87.866373 228.40711,89.240713 221.73036,89.240713 C 217.34417,89.240713 213.47457,87.866373 210.14107,85.098203 C 206.39818,82.086343 204.52674,78.265483 204.52674,73.635623 L 204.52674,36.557693 L 213.43558,33.506853 L 213.43558,70.828453 C 213.43558,74.815013 214.7222,77.885353 217.29543,80.039463 C 219.86866,82.193563 223.20217,83.226753 227.2862,83.148783 C 231.37023,83.061053 235.74667,81.482023 240.39603,78.392203 L 240.39603,34.851953 L 249.30487,34.851953 L 249.30487,83.265743 z \" id=\"path48\" style=\"fill:#646464;fill-opacity:1\"/>\n",
       "    <path d=\"M 284.08249,88.997033 C 283.02006,89.084753 282.04535,89.123743 281.14862,89.123743 C 276.10937,89.123743 272.18129,87.924853 269.37413,85.517323 C 266.57671,83.109793 265.17314,79.786033 265.17314,75.546053 L 265.17314,40.456523 L 259.07146,40.456523 L 259.07146,34.851953 L 265.17314,34.851953 L 265.17314,19.968143 L 274.07223,16.800333 L 274.07223,34.851953 L 284.08249,34.851953 L 284.08249,40.456523 L 274.07223,40.456523 L 274.07223,75.302373 C 274.07223,78.645623 274.96896,81.014163 276.76243,82.398253 C 278.30247,83.538663 280.74899,84.191723 284.08249,84.357423 L 284.08249,88.997033 z \" id=\"path50\" style=\"fill:#646464;fill-opacity:1\"/>\n",
       "    <path d=\"M 338.02288,88.266003 L 329.11404,88.266003 L 329.11404,53.878273 C 329.11404,50.379063 328.29528,47.367213 326.66753,44.852463 C 324.78634,42.006313 322.17411,40.583233 318.82112,40.583233 C 314.73708,40.583233 309.6296,42.737343 303.4987,47.045563 L 303.4987,88.266003 L 294.58985,88.266003 L 294.58985,6.0687929 L 303.4987,3.2616329 L 303.4987,40.700203 C 309.191,36.557693 315.40963,34.481563 322.16436,34.481563 C 326.88196,34.481563 330.70282,36.070333 333.62694,39.238143 C 336.56082,42.405943 338.02288,46.353513 338.02288,51.071103 L 338.02288,88.266003 L 338.02288,88.266003 z \" id=\"path52\" style=\"fill:#646464;fill-opacity:1\"/>\n",
       "    <path d=\"M 385.37424,60.525783 C 385.37424,54.930953 384.31182,50.310833 382.19669,46.655673 C 379.68195,42.201253 375.77337,39.852203 370.49044,39.608523 C 360.72386,40.173863 355.85032,47.172273 355.85032,60.584263 C 355.85032,66.734683 356.86401,71.871393 358.91089,75.994413 C 361.52312,81.248093 365.44145,83.840823 370.66589,83.753103 C 380.47146,83.675123 385.37424,75.935933 385.37424,60.525783 z M 395.13109,60.584263 C 395.13109,68.547643 393.09395,75.175663 389.02941,80.468333 C 384.5555,86.394563 378.37584,89.367423 370.49044,89.367423 C 362.67328,89.367423 356.58135,86.394563 352.18541,80.468333 C 348.19885,75.175663 346.21044,68.547643 346.21044,60.584263 C 346.21044,53.098503 348.36455,46.801883 352.67276,41.674913 C 357.22466,36.236033 363.20937,33.506853 370.6074,33.506853 C 378.00545,33.506853 384.02914,36.236033 388.66877,41.674913 C 392.97697,46.801883 395.13109,53.098503 395.13109,60.584263 z \" id=\"path54\" style=\"fill:#646464;fill-opacity:1\"/>\n",
       "    <path d=\"M 446.20583,88.266003 L 437.29699,88.266003 L 437.29699,51.928853 C 437.29699,47.942293 436.0981,44.832973 433.70032,42.591133 C 431.30253,40.359053 428.10549,39.277123 424.11893,39.364853 C 419.8887,39.442833 415.86314,40.826913 412.04229,43.507363 L 412.04229,88.266003 L 403.13345,88.266003 L 403.13345,42.405943 C 408.26042,38.672813 412.97801,36.236033 417.28621,35.095623 C 421.35076,34.033193 424.93769,33.506853 428.02752,33.506853 C 430.14264,33.506853 432.13104,33.711543 434.00248,34.120913 C 437.50169,34.929923 440.34783,36.430973 442.54093,38.633823 C 444.98744,41.070593 446.20583,43.994723 446.20583,47.415943 L 446.20583,88.266003 z \" id=\"path56\" style=\"fill:#646464;fill-opacity:1\"/>\n",
       "    <path d=\"M 60.510156,6.3979729 C 55.926503,6.4192712 51.549217,6.8101906 47.697656,7.4917229 C 36.35144,9.4962267 34.291407,13.691825 34.291406,21.429223 L 34.291406,31.647973 L 61.103906,31.647973 L 61.103906,35.054223 L 34.291406,35.054223 L 24.228906,35.054223 C 16.436447,35.054223 9.6131468,39.73794 7.4789058,48.647973 C 5.0170858,58.860939 4.9078907,65.233996 7.4789058,75.897973 C 9.3848341,83.835825 13.936449,89.491721 21.728906,89.491723 L 30.947656,89.491723 L 30.947656,77.241723 C 30.947656,68.391821 38.6048,60.585475 47.697656,60.585473 L 74.478906,60.585473 C 81.933857,60.585473 87.885159,54.447309 87.885156,46.960473 L 87.885156,21.429223 C 87.885156,14.162884 81.755176,8.7044455 74.478906,7.4917229 C 69.872919,6.7249976 65.093809,6.3766746 60.510156,6.3979729 z M 46.010156,14.616723 C 48.779703,14.616723 51.041406,16.915369 51.041406,19.741723 C 51.041404,22.558059 48.779703,24.835473 46.010156,24.835473 C 43.23068,24.835472 40.978906,22.558058 40.978906,19.741723 C 40.978905,16.91537 43.23068,14.616723 46.010156,14.616723 z \" id=\"path1948\" style=\"fill:url(#linearGradient1478);fill-opacity:1\"/>\n",
       "    <path d=\"M 91.228906,35.054223 L 91.228906,46.960473 C 91.228906,56.191228 83.403011,63.960472 74.478906,63.960473 L 47.697656,63.960473 C 40.361823,63.960473 34.291407,70.238956 34.291406,77.585473 L 34.291406,103.11672 C 34.291406,110.38306 40.609994,114.65704 47.697656,116.74172 C 56.184987,119.23733 64.323893,119.68835 74.478906,116.74172 C 81.229061,114.78733 87.885159,110.85411 87.885156,103.11672 L 87.885156,92.897973 L 61.103906,92.897973 L 61.103906,89.491723 L 87.885156,89.491723 L 101.29141,89.491723 C 109.08387,89.491723 111.98766,84.056315 114.69765,75.897973 C 117.49698,67.499087 117.37787,59.422197 114.69765,48.647973 C 112.77187,40.890532 109.09378,35.054223 101.29141,35.054223 L 91.228906,35.054223 z M 76.166406,99.710473 C 78.945884,99.710476 81.197656,101.98789 81.197656,104.80422 C 81.197654,107.63057 78.945881,109.92922 76.166406,109.92922 C 73.396856,109.92922 71.135156,107.63057 71.135156,104.80422 C 71.135158,101.98789 73.396853,99.710473 76.166406,99.710473 z \" id=\"path1950\" style=\"fill:url(#linearGradient1475);fill-opacity:1\"/>\n",
       "    <path d=\"M 463.5544,26.909383 L 465.11635,26.909383 L 465.11635,17.113143 L 468.81648,17.113143 L 468.81648,15.945483 L 459.85427,15.945483 L 459.85427,17.113143 L 463.5544,17.113143 L 463.5544,26.909383 M 470.20142,26.909383 L 471.53589,26.909383 L 471.53589,17.962353 L 474.4323,26.908259 L 475.91799,26.908259 L 478.93615,17.992683 L 478.93615,26.909383 L 480.39194,26.909383 L 480.39194,15.945483 L 478.46605,15.945483 L 475.16774,25.33834 L 472.35477,15.945483 L 470.20142,15.945483 L 470.20142,26.909383\" id=\"text3004\" style=\"font-size:15.16445827px;font-style:normal;font-weight:normal;line-height:125%;fill:#646464;fill-opacity:1;stroke:none;stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1;font-family:Bitstream Vera Sans\"/>\n",
       "    <path d=\"M 110.46717 132.28575 A 48.948284 8.6066771 0 1 1  12.570599,132.28575 A 48.948284 8.6066771 0 1 1  110.46717 132.28575 z\" id=\"path1894\" style=\"opacity:0.44382019;fill:url(#radialGradient1480);fill-opacity:1;fill-rule:nonzero;stroke:none;stroke-width:20;stroke-miterlimit:4;stroke-dasharray:none;stroke-opacity:1\" transform=\"matrix(0.73406,0,0,0.809524,16.24958,27.00935)\"/>\n",
       "  </g>\n",
       "</svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import SVG\n",
    "SVG(filename='./images/python-logo.svg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Embedded vs non-embedded Images"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By default, image data is embedded in the notebook document so that the images can be viewed offline. However it is also possible to tell the `Image` class to only store a *link* to the image. Let's see how this works using a webcam at Berkeley."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import Image\n",
    "img_url = 'http://www.lawrencehallofscience.org/static/scienceview/scienceview.berkeley.edu/html/view/view_assets/images/newview.jpg'\n",
    "\n",
    "# by default Image data are embedded\n",
    "Embed      = Image(img_url)\n",
    "\n",
    "# if kwarg `url` is given, the embedding is assumed to be false\n",
    "SoftLinked = Image(url=img_url)\n",
    "\n",
    "# In each case, embed can be specified explicitly with the `embed` kwarg\n",
    "# ForceEmbed = Image(url=img_url, embed=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here is the embedded version. Note that this image was pulled from the webcam when this code cell was originally run and stored in the Notebook. Unless we rerun this cell, this is not todays image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Embed"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here is today's image from same webcam at Berkeley, (refreshed every minutes, if you reload the notebook), visible only with an active internet connection, that should be different from the previous one. Notebooks saved with this kind of image will be smaller and always reflect the current version of the source, but the image won't display offline."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<img src=\"http://www.lawrencehallofscience.org/static/scienceview/scienceview.berkeley.edu/html/view/view_assets/images/newview.jpg\"/>"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "SoftLinked"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Of course, if you re-run this Notebook, the two images will be the same again."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## HTML"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Python objects can declare HTML representations that will be displayed in the Notebook. If you have some HTML you want to display, simply use the `HTML` class."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import HTML"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "s = \"\"\"<table>\n",
    "<tr>\n",
    "<th>Header 1</th>\n",
    "<th>Header 2</th>\n",
    "</tr>\n",
    "<tr>\n",
    "<td>row 1, cell 1</td>\n",
    "<td>row 1, cell 2</td>\n",
    "</tr>\n",
    "<tr>\n",
    "<td>row 2, cell 1</td>\n",
    "<td>row 2, cell 2</td>\n",
    "</tr>\n",
    "</table>\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "h = HTML(s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tr>\n",
       "<th>Header 1</th>\n",
       "<th>Header 2</th>\n",
       "</tr>\n",
       "<tr>\n",
       "<td>row 1, cell 1</td>\n",
       "<td>row 1, cell 2</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<td>row 2, cell 1</td>\n",
       "<td>row 2, cell 2</td>\n",
       "</tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(h)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also use the `%%html` cell magic to accomplish the same thing."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tr>\n",
       "<th>Header 1</th>\n",
       "<th>Header 2</th>\n",
       "</tr>\n",
       "<tr>\n",
       "<td>row 1, cell 1</td>\n",
       "<td>row 1, cell 2</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<td>row 2, cell 1</td>\n",
       "<td>row 2, cell 2</td>\n",
       "</tr>\n",
       "</table>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%html\n",
    "<table>\n",
    "<tr>\n",
    "<th>Header 1</th>\n",
    "<th>Header 2</th>\n",
    "</tr>\n",
    "<tr>\n",
    "<td>row 1, cell 1</td>\n",
    "<td>row 1, cell 2</td>\n",
    "</tr>\n",
    "<tr>\n",
    "<td>row 2, cell 1</td>\n",
    "<td>row 2, cell 2</td>\n",
    "</tr>\n",
    "</table>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## JavaScript"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The Notebook also enables objects to declare a JavaScript representation. At first, this may seem odd as  output is inherently visual and JavaScript is a programming language. However, this opens the door for rich output that leverages the full power of JavaScript and associated libraries such as [d3.js](http://d3js.org) for output."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import Javascript"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pass a string of JavaScript source code to the `JavaScript` object and then display it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "js = Javascript('alert(\"hi\")');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "alert(\"hi\")"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(js)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The same thing can be accomplished using the `%%javascript` cell magic:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "alert(\"hi\");\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%javascript\n",
    "\n",
    "alert(\"hi\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here is a more complicated example that loads `d3.js` from a CDN, uses the `%%html` magic to load CSS styles onto the page and then runs ones of the `d3.js` examples."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "$.getScript('//cdnjs.cloudflare.com/ajax/libs/d3/3.2.2/d3.v3.min.js')"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Javascript(\n",
    "    \"\"\"$.getScript('//cdnjs.cloudflare.com/ajax/libs/d3/3.2.2/d3.v3.min.js')\"\"\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style type=\"text/css\">\n",
       "\n",
       "circle {\n",
       "  fill: rgb(31, 119, 180);\n",
       "  fill-opacity: .25;\n",
       "  stroke: rgb(31, 119, 180);\n",
       "  stroke-width: 1px;\n",
       "}\n",
       "\n",
       ".leaf circle {\n",
       "  fill: #ff7f0e;\n",
       "  fill-opacity: 1;\n",
       "}\n",
       "\n",
       "text {\n",
       "  font: 10px sans-serif;\n",
       "}\n",
       "\n",
       "</style>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%html\n",
    "<style type=\"text/css\">\n",
    "\n",
    "circle {\n",
    "  fill: rgb(31, 119, 180);\n",
    "  fill-opacity: .25;\n",
    "  stroke: rgb(31, 119, 180);\n",
    "  stroke-width: 1px;\n",
    "}\n",
    "\n",
    ".leaf circle {\n",
    "  fill: #ff7f0e;\n",
    "  fill-opacity: 1;\n",
    "}\n",
    "\n",
    "text {\n",
    "  font: 10px sans-serif;\n",
    "}\n",
    "\n",
    "</style>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "// element is the jQuery element we will append to\n",
       "var e = element.get(0);\n",
       "    \n",
       "var diameter = 600,\n",
       "    format = d3.format(\",d\");\n",
       "\n",
       "var pack = d3.layout.pack()\n",
       "    .size([diameter - 4, diameter - 4])\n",
       "    .value(function(d) { return d.size; });\n",
       "\n",
       "var svg = d3.select(e).append(\"svg\")\n",
       "    .attr(\"width\", diameter)\n",
       "    .attr(\"height\", diameter)\n",
       "  .append(\"g\")\n",
       "    .attr(\"transform\", \"translate(2,2)\");\n",
       "\n",
       "d3.json(\"data/flare.json\", function(error, root) {\n",
       "  var node = svg.datum(root).selectAll(\".node\")\n",
       "      .data(pack.nodes)\n",
       "    .enter().append(\"g\")\n",
       "      .attr(\"class\", function(d) { return d.children ? \"node\" : \"leaf node\"; })\n",
       "      .attr(\"transform\", function(d) { return \"translate(\" + d.x + \",\" + d.y + \")\"; });\n",
       "\n",
       "  node.append(\"title\")\n",
       "      .text(function(d) { return d.name + (d.children ? \"\" : \": \" + format(d.size)); });\n",
       "\n",
       "  node.append(\"circle\")\n",
       "      .attr(\"r\", function(d) { return d.r; });\n",
       "\n",
       "  node.filter(function(d) { return !d.children; }).append(\"text\")\n",
       "      .attr(\"dy\", \".3em\")\n",
       "      .style(\"text-anchor\", \"middle\")\n",
       "      .text(function(d) { return d.name.substring(0, d.r / 3); });\n",
       "});\n",
       "\n",
       "d3.select(self.frameElement).style(\"height\", diameter + \"px\");\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%javascript\n",
    "\n",
    "// element is the jQuery element we will append to\n",
    "var e = element.get(0);\n",
    "    \n",
    "var diameter = 600,\n",
    "    format = d3.format(\",d\");\n",
    "\n",
    "var pack = d3.layout.pack()\n",
    "    .size([diameter - 4, diameter - 4])\n",
    "    .value(function(d) { return d.size; });\n",
    "\n",
    "var svg = d3.select(e).append(\"svg\")\n",
    "    .attr(\"width\", diameter)\n",
    "    .attr(\"height\", diameter)\n",
    "  .append(\"g\")\n",
    "    .attr(\"transform\", \"translate(2,2)\");\n",
    "\n",
    "d3.json(\"data/flare.json\", function(error, root) {\n",
    "  var node = svg.datum(root).selectAll(\".node\")\n",
    "      .data(pack.nodes)\n",
    "    .enter().append(\"g\")\n",
    "      .attr(\"class\", function(d) { return d.children ? \"node\" : \"leaf node\"; })\n",
    "      .attr(\"transform\", function(d) { return \"translate(\" + d.x + \",\" + d.y + \")\"; });\n",
    "\n",
    "  node.append(\"title\")\n",
    "      .text(function(d) { return d.name + (d.children ? \"\" : \": \" + format(d.size)); });\n",
    "\n",
    "  node.append(\"circle\")\n",
    "      .attr(\"r\", function(d) { return d.r; });\n",
    "\n",
    "  node.filter(function(d) { return !d.children; }).append(\"text\")\n",
    "      .attr(\"dy\", \".3em\")\n",
    "      .style(\"text-anchor\", \"middle\")\n",
    "      .text(function(d) { return d.name.substring(0, d.r / 3); });\n",
    "});\n",
    "\n",
    "d3.select(self.frameElement).style(\"height\", diameter + \"px\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## LaTeX"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The IPython display system also has builtin support for the display of mathematical expressions typeset in LaTeX, which is rendered in the browser using [MathJax](http://mathjax.org)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can pass raw LaTeX test as a string to the `Math` object:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$\\displaystyle F(k) = \\int_{-\\infty}^{\\infty} f(x) e^{2\\pi i k} dx$"
      ],
      "text/plain": [
       "<IPython.core.display.Math object>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Math\n",
    "Math(r'F(k) = \\int_{-\\infty}^{\\infty} f(x) e^{2\\pi i k} dx')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With the `Latex` class, you have to include the delimiters yourself.  This allows you to use other LaTeX modes such as `eqnarray`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/latex": [
       "\\begin{eqnarray}\n",
       "\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n",
       "\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n",
       "\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n",
       "\\nabla \\cdot \\vec{\\mathbf{B}} & = 0 \n",
       "\\end{eqnarray}"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Latex\n",
    "Latex(r\"\"\"\\begin{eqnarray}\n",
    "\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n",
    "\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n",
    "\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n",
    "\\nabla \\cdot \\vec{\\mathbf{B}} & = 0 \n",
    "\\end{eqnarray}\"\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or you can enter LaTeX directly with the `%%latex` cell magic:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/latex": [
       "\\begin{align}\n",
       "\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n",
       "\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n",
       "\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n",
       "\\nabla \\cdot \\vec{\\mathbf{B}} & = 0\n",
       "\\end{align}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%latex\n",
    "\\begin{align}\n",
    "\\nabla \\times \\vec{\\mathbf{B}} -\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{E}}}{\\partial t} & = \\frac{4\\pi}{c}\\vec{\\mathbf{j}} \\\\\n",
    "\\nabla \\cdot \\vec{\\mathbf{E}} & = 4 \\pi \\rho \\\\\n",
    "\\nabla \\times \\vec{\\mathbf{E}}\\, +\\, \\frac1c\\, \\frac{\\partial\\vec{\\mathbf{B}}}{\\partial t} & = \\vec{\\mathbf{0}} \\\\\n",
    "\\nabla \\cdot \\vec{\\mathbf{B}} & = 0\n",
    "\\end{align}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Audio"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "IPython makes it easy to work with sounds interactively. The `Audio` display class allows you to create an audio control that is embedded in the Notebook. The interface is analogous to the interface of the `Image` display class. All audio formats supported by the browser can be used. Note that no single format is presently supported in all browsers."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source src=\"http://www.nch.com.au/acm/8k16bitpcm.wav\" type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Audio\n",
    "Audio(url=\"http://www.nch.com.au/acm/8k16bitpcm.wav\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A NumPy array can be auralized automatically. The `Audio` class normalizes and encodes the data and embeds the resulting audio in the Notebook.\n",
    "\n",
    "For instance, when two sine waves with almost the same frequency are superimposed a phenomena known as [beats](https://en.wikipedia.org/wiki/Beat_%28acoustics%29) occur. This can be auralised as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "max_time = 3\n",
    "f1 = 220.0\n",
    "f2 = 224.0\n",
    "rate = 8000\n",
    "L = 3\n",
    "times = np.linspace(0,L,rate*L)\n",
    "signal = np.sin(2*np.pi*f1*times) + np.sin(2*np.pi*f2*times)\n",
    "\n",
    "Audio(data=signal, rate=rate)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Video"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "More exotic objects can also be displayed, as long as their representation supports the IPython display protocol.  For example, videos hosted externally on YouTube are easy to load:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": "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\n",
      "text/html": [
       "\n",
       "        <iframe\n",
       "            width=\"400\"\n",
       "            height=\"300\"\n",
       "            src=\"https://www.youtube.com/embed/sjfsUzECqK0\"\n",
       "            frameborder=\"0\"\n",
       "            allowfullscreen\n",
       "        ></iframe>\n",
       "        "
      ],
      "text/plain": [
       "<IPython.lib.display.YouTubeVideo at 0x2b35453ac2e8>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import YouTubeVideo\n",
    "YouTubeVideo('sjfsUzECqK0')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using the nascent video capabilities of modern browsers, you may also be able to display local\n",
    "videos.  At the moment this doesn't work very well in all browsers, so it may or may not work for you;\n",
    "we will continue testing this and looking for ways to make it more robust.  \n",
    "\n",
    "The following cell loads a local file called  `animation.m4v`, encodes the raw video as base64 for http\n",
    "transport, and uses the HTML5 video tag to load it. On Chrome 15 it works correctly, displaying a control bar at the bottom with a play/pause button and a location slider."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<video controls alt=\"test\" src=\"data:video/x-m4v;base64,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\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import HTML\n",
    "from base64 import b64encode\n",
    "video = open(\"./images/animation.m4v\", \"rb\").read()\n",
    "video_encoded = b64encode(video).decode('ascii')\n",
    "video_tag = '<video controls alt=\"test\" src=\"data:video/x-m4v;base64,{0}\">'.format(video_encoded)\n",
    "HTML(data=video_tag)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## External sites"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can even embed an entire page from another site in an iframe; for example this is today's Wikipedia\n",
    "page for mobile users:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "        <iframe\n",
       "            width=\"100%\"\n",
       "            height=\"350\"\n",
       "            src=\"http://jupyter.org\"\n",
       "            frameborder=\"0\"\n",
       "            allowfullscreen\n",
       "        ></iframe>\n",
       "        "
      ],
      "text/plain": [
       "<IPython.lib.display.IFrame at 0x2b35453ac1d0>"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import IFrame\n",
    "IFrame('http://jupyter.org', width='100%', height=350)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Links to local files"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "IPython provides builtin display classes for generating links to local files. Create a link to a single file using the `FileLink` object:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<a href='Cell Magics.ipynb' target='_blank'>Cell Magics.ipynb</a><br>"
      ],
      "text/plain": [
       "/p/project/ccstvs/jupyter/j4j_notebooks/001-Tutorials/001-Basic-Tutorials/001-IPython-Kernel/Cell Magics.ipynb"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import FileLink, FileLinks\n",
    "FileLink('Cell Magics.ipynb')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Alternatively, to generate links to all of the files in a directory, use the `FileLinks` object, passing `'.'` to indicate that we want links generated for the current working directory. Note that if there were other directories under the current directory, `FileLinks` would work in a recursive manner creating links to files in all sub-directories as well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "./<br>\n",
       "&nbsp;&nbsp;<a href='./Raw Input in the Notebook.ipynb' target='_blank'>Raw Input in the Notebook.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Beyond Plain Python.ipynb' target='_blank'>papermill_Beyond Plain Python.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Cell Magics.ipynb' target='_blank'>papermill_Cell Magics.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Beyond Plain Python.ipynb' target='_blank'>Beyond Plain Python.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Working With External Code.ipynb' target='_blank'>papermill_Working With External Code.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Custom Display Logic.ipynb' target='_blank'>papermill_Custom Display Logic.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Working With External Code.ipynb' target='_blank'>Working With External Code.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Script Magics.ipynb' target='_blank'>papermill_Script Magics.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Plotting in the Notebook with Matplotlib.ipynb' target='_blank'>Plotting in the Notebook with Matplotlib.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Cython Magics.ipynb' target='_blank'>Cython Magics.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Plotting in the Notebook with Matplotlib.ipynb' target='_blank'>papermill_Plotting in the Notebook with Matplotlib.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Custom Display Logic.ipynb' target='_blank'>Custom Display Logic.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./SymPy.ipynb' target='_blank'>SymPy.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Animations Using clear_output.ipynb' target='_blank'>papermill_Animations Using clear_output.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Rich Output.ipynb' target='_blank'>papermill_Rich Output.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Raw Input in the Notebook.ipynb' target='_blank'>papermill_Raw Input in the Notebook.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Script Magics.ipynb' target='_blank'>Script Magics.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Animations Using clear_output.ipynb' target='_blank'>Animations Using clear_output.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Background Jobs.ipynb' target='_blank'>papermill_Background Jobs.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./foo.py' target='_blank'>foo.py</a><br>\n",
       "&nbsp;&nbsp;<a href='./Rich Output.ipynb' target='_blank'>Rich Output.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Cell Magics.ipynb' target='_blank'>Cell Magics.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_Cython Magics.ipynb' target='_blank'>papermill_Cython Magics.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./foo.pyx' target='_blank'>foo.pyx</a><br>\n",
       "&nbsp;&nbsp;<a href='./Background Jobs.ipynb' target='_blank'>Background Jobs.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./Capturing Output.ipynb' target='_blank'>Capturing Output.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./papermill_SymPy.ipynb' target='_blank'>papermill_SymPy.ipynb</a><br>\n",
       "./.ipynb_checkpoints/<br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/SymPy-checkpoint.ipynb' target='_blank'>SymPy-checkpoint.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/Raw Input in the Notebook-checkpoint.ipynb' target='_blank'>Raw Input in the Notebook-checkpoint.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/Animations Using clear_output-checkpoint.ipynb' target='_blank'>Animations Using clear_output-checkpoint.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/Cell Magics-checkpoint.ipynb' target='_blank'>Cell Magics-checkpoint.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/Rich Output-checkpoint.ipynb' target='_blank'>Rich Output-checkpoint.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/Script Magics-checkpoint.ipynb' target='_blank'>Script Magics-checkpoint.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/Beyond Plain Python-checkpoint.ipynb' target='_blank'>Beyond Plain Python-checkpoint.ipynb</a><br>\n",
       "&nbsp;&nbsp;<a href='./.ipynb_checkpoints/Cython Magics-checkpoint.ipynb' target='_blank'>Cython Magics-checkpoint.ipynb</a><br>\n",
       "./__pycache__/<br>\n",
       "&nbsp;&nbsp;<a href='./__pycache__/foo.cpython-36.pyc' target='_blank'>foo.cpython-36.pyc</a><br>\n",
       "./images/<br>\n",
       "&nbsp;&nbsp;<a href='./images/python-logo.png' target='_blank'>python-logo.png</a><br>\n",
       "&nbsp;&nbsp;<a href='./images/python-logo.svg' target='_blank'>python-logo.svg</a><br>\n",
       "&nbsp;&nbsp;<a href='./images/animation.m4v' target='_blank'>animation.m4v</a><br>"
      ],
      "text/plain": [
       "./\n",
       "  Raw Input in the Notebook.ipynb\n",
       "  papermill_Beyond Plain Python.ipynb\n",
       "  papermill_Cell Magics.ipynb\n",
       "  Beyond Plain Python.ipynb\n",
       "  papermill_Working With External Code.ipynb\n",
       "  papermill_Custom Display Logic.ipynb\n",
       "  Working With External Code.ipynb\n",
       "  papermill_Script Magics.ipynb\n",
       "  Plotting in the Notebook with Matplotlib.ipynb\n",
       "  Cython Magics.ipynb\n",
       "  papermill_Plotting in the Notebook with Matplotlib.ipynb\n",
       "  Custom Display Logic.ipynb\n",
       "  SymPy.ipynb\n",
       "  papermill_Animations Using clear_output.ipynb\n",
       "  papermill_Rich Output.ipynb\n",
       "  papermill_Raw Input in the Notebook.ipynb\n",
       "  Script Magics.ipynb\n",
       "  Animations Using clear_output.ipynb\n",
       "  papermill_Background Jobs.ipynb\n",
       "  foo.py\n",
       "  Rich Output.ipynb\n",
       "  Cell Magics.ipynb\n",
       "  papermill_Cython Magics.ipynb\n",
       "  foo.pyx\n",
       "  Background Jobs.ipynb\n",
       "  Capturing Output.ipynb\n",
       "  papermill_SymPy.ipynb\n",
       "./.ipynb_checkpoints/\n",
       "  SymPy-checkpoint.ipynb\n",
       "  Raw Input in the Notebook-checkpoint.ipynb\n",
       "  Animations Using clear_output-checkpoint.ipynb\n",
       "  Cell Magics-checkpoint.ipynb\n",
       "  Rich Output-checkpoint.ipynb\n",
       "  Script Magics-checkpoint.ipynb\n",
       "  Beyond Plain Python-checkpoint.ipynb\n",
       "  Cython Magics-checkpoint.ipynb\n",
       "./__pycache__/\n",
       "  foo.cpython-36.pyc\n",
       "./images/\n",
       "  python-logo.png\n",
       "  python-logo.svg\n",
       "  animation.m4v"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "FileLinks('.')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rich output and security"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The IPython Notebook allows arbitrary code execution in both the IPython kernel and in the browser, though HTML and JavaScript output. More importantly, because IPython has a JavaScript API for running code in the browser, HTML and JavaScript output can actually trigger code to be run in the kernel. This poses a significant security risk as it would allow IPython Notebooks to execute arbitrary code on your computers.\n",
    "\n",
    "To protect against these risks, the IPython Notebook has a security model that specifies how dangerous output is handled. Here is a short summary:\n",
    "\n",
    "* When you run code in the Notebook, all rich output is displayed.\n",
    "* When you open a notebook, rich output is only displayed if it doesn't contain security vulberabilities, ...\n",
    "* ... or if you have trusted a notebook, all rich output will run upon opening it.\n",
    "\n",
    "A full description of the IPython security model can be found on [this page](http://ipython.org/ipython-doc/dev/notebook/security.html)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rich output and nbviewer"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Much of the power of the Notebook is that it enables users to share notebooks with each other using http://nbviewer.ipython.org, without installing IPython locally. As of IPython 2.0, notebooks rendered on nbviewer will display all output, including HTML and JavaScript. Furthermore, to provide a consistent JavaScript environment on the live Notebook and nbviewer, the following JavaScript libraries are loaded onto the nbviewer page, *before* the notebook and its output is displayed:\n",
    "\n",
    "* [jQuery](http://jquery.com/)\n",
    "* [RequireJS](http://requirejs.org/)\n",
    "\n",
    "Libraries such as [mpld3](http://mpld3.github.io/) use these capabilities to generate interactive visualizations that work on nbviewer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}