{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "71d562d3",
   "metadata": {},
   "source": [
    "# Calibration of a diffraction setup using `Jupyter` notebooks\n",
    "\n",
    "This notebook presents a very simple GUI for doing the calibration of diffraction setup within the `Jupyter` lab or notebook environment with `Matplotlib` and `Ipywidgets`. \n",
    "It has been tested with `widget` and the `notebook` (aka `nbagg`) integration of matplotlib.\n",
    "\n",
    "Despite this is in the `cookbook` section, this **tutorial** requires advanced Python programming knowledge and some good understanding of `PyFAI`.\n",
    "\n",
    "This tutorial is also available as a video:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "05a740af",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<video src=\"http://www.silx.org/pub/pyFAI/video/Calibration_Jupyter.mp4\" controls  width=\"800\" >\n",
       "      Your browser does not support the <code>video</code> element.\n",
       "    </video>"
      ],
      "text/plain": [
       "<IPython.core.display.Video object>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Video of this tutorial\n",
    "from IPython.display import Video\n",
    "\n",
    "Video(\"http://www.silx.org/pub/pyFAI/video/Calibration_Jupyter.mp4\", width=800)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dde0170c",
   "metadata": {},
   "source": [
    "The basic idea is to port directly the original `pyFAI-calib` tool which was done with `matplotlib` into the Jupyter notebooks. Most credits go **Philipp Hans** for the adaptation of the origin PeakPicker class to Jupyter.\n",
    "\n",
    "The PeakPicker widget has been refactored and the Calibration tool adapted for the notebook usage.\n",
    "Several external tools were used with the following version:\n",
    "\n",
    "* jupyterlab: 3.2.8\n",
    "\n",
    "* notebook: 6.1.6\n",
    "\n",
    "* matplotlib: 3.5.1\n",
    "\n",
    "* ipympl: 0.8.6\n",
    "\n",
    "* ipywidgets: 7.6.5\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5fbd0341",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:pyFAI.gui.matplotlib:matplotlib already loaded, setting its backend may not work\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PyFAI version 0.21.0-dev3\n"
     ]
    }
   ],
   "source": [
    "%matplotlib nbagg \n",
    "# The notebook interface (nbagg) is needed in jupyter-notebook while the widget is recommended for jupyer lab\n",
    "# %matplotlib widget\n",
    "\n",
    "import pyFAI\n",
    "import pyFAI.test.utilstest\n",
    "import fabio\n",
    "from matplotlib.pyplot import subplots\n",
    "from pyFAI.gui import jupyter\n",
    "from pyFAI.gui.jupyter.calib import Calibration\n",
    "\n",
    "print(f\"PyFAI version {pyFAI.version}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1449479a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Some parameters like the wavelength, the calibrant and the diffraction image:\n",
    "wavelength = 1e-10\n",
    "pilatus = pyFAI.detector_factory(\"Pilatus1M\")\n",
    "AgBh = pyFAI.calibrant.CALIBRANT_FACTORY(\"AgBh\")\n",
    "AgBh.wavelength = wavelength\n",
    "\n",
    "#load some test data (requires an internet connection)\n",
    "img = fabio.open(pyFAI.test.utilstest.UtilsTest.getimage(\"Pilatus1M.edf\")).data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "13232720",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "/* global mpl */\n",
       "window.mpl = {};\n",
       "\n",
       "mpl.get_websocket_type = function () {\n",
       "    if (typeof WebSocket !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof MozWebSocket !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert(\n",
       "            'Your browser does not have WebSocket support. ' +\n",
       "                'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "                'Firefox 4 and 5 are also supported but you ' +\n",
       "                'have to enable WebSockets in about:config.'\n",
       "        );\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = this.ws.binaryType !== undefined;\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById('mpl-warnings');\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent =\n",
       "                'This browser does not support binary websocket messages. ' +\n",
       "                'Performance may be slow.';\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = document.createElement('div');\n",
       "    this.root.setAttribute('style', 'display: inline-block');\n",
       "    this._root_extra_style(this.root);\n",
       "\n",
       "    parent_element.appendChild(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen = function () {\n",
       "        fig.send_message('supports_binary', { value: fig.supports_binary });\n",
       "        fig.send_message('send_image_mode', {});\n",
       "        if (fig.ratio !== 1) {\n",
       "            fig.send_message('set_device_pixel_ratio', {\n",
       "                device_pixel_ratio: fig.ratio,\n",
       "            });\n",
       "        }\n",
       "        fig.send_message('refresh', {});\n",
       "    };\n",
       "\n",
       "    this.imageObj.onload = function () {\n",
       "        if (fig.image_mode === 'full') {\n",
       "            // Full images could contain transparency (where diff images\n",
       "            // almost always do), so we need to clear the canvas so that\n",
       "            // there is no ghosting.\n",
       "            fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "        }\n",
       "        fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "    };\n",
       "\n",
       "    this.imageObj.onunload = function () {\n",
       "        fig.ws.close();\n",
       "    };\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_header = function () {\n",
       "    var titlebar = document.createElement('div');\n",
       "    titlebar.classList =\n",
       "        'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
       "    var titletext = document.createElement('div');\n",
       "    titletext.classList = 'ui-dialog-title';\n",
       "    titletext.setAttribute(\n",
       "        'style',\n",
       "        'width: 100%; text-align: center; padding: 3px;'\n",
       "    );\n",
       "    titlebar.appendChild(titletext);\n",
       "    this.root.appendChild(titlebar);\n",
       "    this.header = titletext;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = (this.canvas_div = document.createElement('div'));\n",
       "    canvas_div.setAttribute(\n",
       "        'style',\n",
       "        'border: 1px solid #ddd;' +\n",
       "            'box-sizing: content-box;' +\n",
       "            'clear: both;' +\n",
       "            'min-height: 1px;' +\n",
       "            'min-width: 1px;' +\n",
       "            'outline: 0;' +\n",
       "            'overflow: hidden;' +\n",
       "            'position: relative;' +\n",
       "            'resize: both;'\n",
       "    );\n",
       "\n",
       "    function on_keyboard_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.key_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    canvas_div.addEventListener(\n",
       "        'keydown',\n",
       "        on_keyboard_event_closure('key_press')\n",
       "    );\n",
       "    canvas_div.addEventListener(\n",
       "        'keyup',\n",
       "        on_keyboard_event_closure('key_release')\n",
       "    );\n",
       "\n",
       "    this._canvas_extra_style(canvas_div);\n",
       "    this.root.appendChild(canvas_div);\n",
       "\n",
       "    var canvas = (this.canvas = document.createElement('canvas'));\n",
       "    canvas.classList.add('mpl-canvas');\n",
       "    canvas.setAttribute('style', 'box-sizing: content-box;');\n",
       "\n",
       "    this.context = canvas.getContext('2d');\n",
       "\n",
       "    var backingStore =\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        this.context.webkitBackingStorePixelRatio ||\n",
       "        this.context.mozBackingStorePixelRatio ||\n",
       "        this.context.msBackingStorePixelRatio ||\n",
       "        this.context.oBackingStorePixelRatio ||\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        1;\n",
       "\n",
       "    this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
       "        'canvas'\n",
       "    ));\n",
       "    rubberband_canvas.setAttribute(\n",
       "        'style',\n",
       "        'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
       "    );\n",
       "\n",
       "    // Apply a ponyfill if ResizeObserver is not implemented by browser.\n",
       "    if (this.ResizeObserver === undefined) {\n",
       "        if (window.ResizeObserver !== undefined) {\n",
       "            this.ResizeObserver = window.ResizeObserver;\n",
       "        } else {\n",
       "            var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n",
       "            this.ResizeObserver = obs.ResizeObserver;\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n",
       "        var nentries = entries.length;\n",
       "        for (var i = 0; i < nentries; i++) {\n",
       "            var entry = entries[i];\n",
       "            var width, height;\n",
       "            if (entry.contentBoxSize) {\n",
       "                if (entry.contentBoxSize instanceof Array) {\n",
       "                    // Chrome 84 implements new version of spec.\n",
       "                    width = entry.contentBoxSize[0].inlineSize;\n",
       "                    height = entry.contentBoxSize[0].blockSize;\n",
       "                } else {\n",
       "                    // Firefox implements old version of spec.\n",
       "                    width = entry.contentBoxSize.inlineSize;\n",
       "                    height = entry.contentBoxSize.blockSize;\n",
       "                }\n",
       "            } else {\n",
       "                // Chrome <84 implements even older version of spec.\n",
       "                width = entry.contentRect.width;\n",
       "                height = entry.contentRect.height;\n",
       "            }\n",
       "\n",
       "            // Keep the size of the canvas and rubber band canvas in sync with\n",
       "            // the canvas container.\n",
       "            if (entry.devicePixelContentBoxSize) {\n",
       "                // Chrome 84 implements new version of spec.\n",
       "                canvas.setAttribute(\n",
       "                    'width',\n",
       "                    entry.devicePixelContentBoxSize[0].inlineSize\n",
       "                );\n",
       "                canvas.setAttribute(\n",
       "                    'height',\n",
       "                    entry.devicePixelContentBoxSize[0].blockSize\n",
       "                );\n",
       "            } else {\n",
       "                canvas.setAttribute('width', width * fig.ratio);\n",
       "                canvas.setAttribute('height', height * fig.ratio);\n",
       "            }\n",
       "            canvas.setAttribute(\n",
       "                'style',\n",
       "                'width: ' + width + 'px; height: ' + height + 'px;'\n",
       "            );\n",
       "\n",
       "            rubberband_canvas.setAttribute('width', width);\n",
       "            rubberband_canvas.setAttribute('height', height);\n",
       "\n",
       "            // And update the size in Python. We ignore the initial 0/0 size\n",
       "            // that occurs as the element is placed into the DOM, which should\n",
       "            // otherwise not happen due to the minimum size styling.\n",
       "            if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n",
       "                fig.request_resize(width, height);\n",
       "            }\n",
       "        }\n",
       "    });\n",
       "    this.resizeObserverInstance.observe(canvas_div);\n",
       "\n",
       "    function on_mouse_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.mouse_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousedown',\n",
       "        on_mouse_event_closure('button_press')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseup',\n",
       "        on_mouse_event_closure('button_release')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'dblclick',\n",
       "        on_mouse_event_closure('dblclick')\n",
       "    );\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousemove',\n",
       "        on_mouse_event_closure('motion_notify')\n",
       "    );\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseenter',\n",
       "        on_mouse_event_closure('figure_enter')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseleave',\n",
       "        on_mouse_event_closure('figure_leave')\n",
       "    );\n",
       "\n",
       "    canvas_div.addEventListener('wheel', function (event) {\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        on_mouse_event_closure('scroll')(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.appendChild(canvas);\n",
       "    canvas_div.appendChild(rubberband_canvas);\n",
       "\n",
       "    this.rubberband_context = rubberband_canvas.getContext('2d');\n",
       "    this.rubberband_context.strokeStyle = '#000000';\n",
       "\n",
       "    this._resize_canvas = function (width, height, forward) {\n",
       "        if (forward) {\n",
       "            canvas_div.style.width = width + 'px';\n",
       "            canvas_div.style.height = height + 'px';\n",
       "        }\n",
       "    };\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
       "        event.preventDefault();\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus() {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'mpl-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'mpl-button-group';\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'mpl-button-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        var button = (fig.buttons[name] = document.createElement('button'));\n",
       "        button.classList = 'mpl-widget';\n",
       "        button.setAttribute('role', 'button');\n",
       "        button.setAttribute('aria-disabled', 'false');\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "\n",
       "        var icon_img = document.createElement('img');\n",
       "        icon_img.src = '_images/' + image + '.png';\n",
       "        icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
       "        icon_img.alt = tooltip;\n",
       "        button.appendChild(icon_img);\n",
       "\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    var fmt_picker = document.createElement('select');\n",
       "    fmt_picker.classList = 'mpl-widget';\n",
       "    toolbar.appendChild(fmt_picker);\n",
       "    this.format_dropdown = fmt_picker;\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = document.createElement('option');\n",
       "        option.selected = fmt === mpl.default_extension;\n",
       "        option.innerHTML = fmt;\n",
       "        fmt_picker.appendChild(option);\n",
       "    }\n",
       "\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_message = function (type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function () {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1], msg['forward']);\n",
       "        fig.send_message('refresh', {});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
       "    var x0 = msg['x0'] / fig.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
       "    var x1 = msg['x1'] / fig.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0,\n",
       "        0,\n",
       "        fig.canvas.width / fig.ratio,\n",
       "        fig.canvas.height / fig.ratio\n",
       "    );\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
       "    fig.rubberband_canvas.style.cursor = msg['cursor'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_message = function (fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
       "    for (var key in msg) {\n",
       "        if (!(key in fig.buttons)) {\n",
       "            continue;\n",
       "        }\n",
       "        fig.buttons[key].disabled = !msg[key];\n",
       "        fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
       "    if (msg['mode'] === 'PAN') {\n",
       "        fig.buttons['Pan'].classList.add('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    } else if (msg['mode'] === 'ZOOM') {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.add('active');\n",
       "    } else {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message('ack', {});\n",
       "};\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            var img = evt.data;\n",
       "            if (img.type !== 'image/png') {\n",
       "                /* FIXME: We get \"Resource interpreted as Image but\n",
       "                 * transferred with MIME type text/plain:\" errors on\n",
       "                 * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "                 * to be part of the websocket stream */\n",
       "                img.type = 'image/png';\n",
       "            }\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src\n",
       "                );\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                img\n",
       "            );\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        } else if (\n",
       "            typeof evt.data === 'string' &&\n",
       "            evt.data.slice(0, 21) === 'data:image/png;base64'\n",
       "        ) {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig['handle_' + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\n",
       "                \"No handler for the '\" + msg_type + \"' message type: \",\n",
       "                msg\n",
       "            );\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\n",
       "                    \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
       "                    e,\n",
       "                    e.stack,\n",
       "                    msg\n",
       "                );\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "};\n",
       "\n",
       "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function (e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e) {\n",
       "        e = window.event;\n",
       "    }\n",
       "    if (e.target) {\n",
       "        targ = e.target;\n",
       "    } else if (e.srcElement) {\n",
       "        targ = e.srcElement;\n",
       "    }\n",
       "    if (targ.nodeType === 3) {\n",
       "        // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "    }\n",
       "\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    var boundingRect = targ.getBoundingClientRect();\n",
       "    var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
       "    var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
       "\n",
       "    return { x: x, y: y };\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * https://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys(original) {\n",
       "    return Object.keys(original).reduce(function (obj, key) {\n",
       "        if (typeof original[key] !== 'object') {\n",
       "            obj[key] = original[key];\n",
       "        }\n",
       "        return obj;\n",
       "    }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function (event, name) {\n",
       "    var canvas_pos = mpl.findpos(event);\n",
       "\n",
       "    if (name === 'button_press') {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * this.ratio;\n",
       "    var y = canvas_pos.y * this.ratio;\n",
       "\n",
       "    this.send_message(name, {\n",
       "        x: x,\n",
       "        y: y,\n",
       "        button: event.button,\n",
       "        step: event.step,\n",
       "        guiEvent: simpleKeys(event),\n",
       "    });\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.key_event = function (event, name) {\n",
       "    // Prevent repeat events\n",
       "    if (name === 'key_press') {\n",
       "        if (event.key === this._key) {\n",
       "            return;\n",
       "        } else {\n",
       "            this._key = event.key;\n",
       "        }\n",
       "    }\n",
       "    if (name === 'key_release') {\n",
       "        this._key = null;\n",
       "    }\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.key !== 'Control') {\n",
       "        value += 'ctrl+';\n",
       "    }\n",
       "    else if (event.altKey && event.key !== 'Alt') {\n",
       "        value += 'alt+';\n",
       "    }\n",
       "    else if (event.shiftKey && event.key !== 'Shift') {\n",
       "        value += 'shift+';\n",
       "    }\n",
       "\n",
       "    value += 'k' + event.key;\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
       "    if (name === 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message('toolbar_button', { name: name });\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "\n",
       "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n",
       "// prettier-ignore\n",
       "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";/* global mpl */\n",
       "\n",
       "var comm_websocket_adapter = function (comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.binaryType = comm.kernel.ws.binaryType;\n",
       "    ws.readyState = comm.kernel.ws.readyState;\n",
       "    function updateReadyState(_event) {\n",
       "        if (comm.kernel.ws) {\n",
       "            ws.readyState = comm.kernel.ws.readyState;\n",
       "        } else {\n",
       "            ws.readyState = 3; // Closed state.\n",
       "        }\n",
       "    }\n",
       "    comm.kernel.ws.addEventListener('open', updateReadyState);\n",
       "    comm.kernel.ws.addEventListener('close', updateReadyState);\n",
       "    comm.kernel.ws.addEventListener('error', updateReadyState);\n",
       "\n",
       "    ws.close = function () {\n",
       "        comm.close();\n",
       "    };\n",
       "    ws.send = function (m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function (msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        var data = msg['content']['data'];\n",
       "        if (data['blob'] !== undefined) {\n",
       "            data = {\n",
       "                data: new Blob(msg['buffers'], { type: data['blob'] }),\n",
       "            };\n",
       "        }\n",
       "        // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
       "        ws.onmessage(data);\n",
       "    });\n",
       "    return ws;\n",
       "};\n",
       "\n",
       "mpl.mpl_figure_comm = function (comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = document.getElementById(id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm);\n",
       "\n",
       "    function ondownload(figure, _format) {\n",
       "        window.open(figure.canvas.toDataURL());\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element;\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error('Failed to find cell for figure', id, fig);\n",
       "        return;\n",
       "    }\n",
       "    fig.cell_info[0].output_area.element.on(\n",
       "        'cleared',\n",
       "        { fig: fig },\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
       "    var width = fig.canvas.width / fig.ratio;\n",
       "    fig.cell_info[0].output_area.element.off(\n",
       "        'cleared',\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "    fig.resizeObserverInstance.unobserve(fig.canvas_div);\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable();\n",
       "    fig.parent_element.innerHTML =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "    fig.close_ws(fig, msg);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width / this.ratio;\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message('ack', {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () {\n",
       "        fig.push_to_output();\n",
       "    }, 1000);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'btn-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'btn-group';\n",
       "    var button;\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'btn-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        button = fig.buttons[name] = document.createElement('button');\n",
       "        button.classList = 'btn btn-default';\n",
       "        button.href = '#';\n",
       "        button.title = name;\n",
       "        button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message pull-right';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = document.createElement('div');\n",
       "    buttongrp.classList = 'btn-group inline pull-right';\n",
       "    button = document.createElement('button');\n",
       "    button.classList = 'btn btn-mini btn-primary';\n",
       "    button.href = '#';\n",
       "    button.title = 'Stop Interaction';\n",
       "    button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
       "    button.addEventListener('click', function (_evt) {\n",
       "        fig.handle_close(fig, {});\n",
       "    });\n",
       "    button.addEventListener(\n",
       "        'mouseover',\n",
       "        on_mouseover_closure('Stop Interaction')\n",
       "    );\n",
       "    buttongrp.appendChild(button);\n",
       "    var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
       "    titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
       "    var fig = event.data.fig;\n",
       "    if (event.target !== this) {\n",
       "        // Ignore bubbled events from children.\n",
       "        return;\n",
       "    }\n",
       "    fig.close_ws(fig, {});\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (el) {\n",
       "    el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
       "    // this is important to make the div 'focusable\n",
       "    el.setAttribute('tabindex', 0);\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    } else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which === 13) {\n",
       "        this.canvas_div.blur();\n",
       "        // select the cell after this one\n",
       "        var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
       "        IPython.notebook.select(index + 1);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "};\n",
       "\n",
       "mpl.find_output_cell = function (html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i = 0; i < ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code') {\n",
       "            for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] === html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel !== null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target(\n",
       "        'matplotlib',\n",
       "        mpl.mpl_figure_comm\n",
       "    );\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"639.85\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Simply display the scattering image:\n",
    "_ = jupyter.display(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "04ad9df6",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "019a7761b9454620b7d6d23cb27a2899",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Output(), HBox(children=(Button(description='Refine', style=ButtonStyle(), tooltip='switch to r…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Before refinement, the geometry is:\n",
      "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.000000e-01m\tPONI= 0.000000e+00, 0.000000e+00m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 100.000mm\tCenter: x=0.000, y=0.000 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n",
      "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.633043e+00m\tPONI= 1.223095e-01, 2.628343e-02m\trot1=-0.002844  rot2= -0.047012  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1634.856mm\tCenter: x=179.817, y=264.421 pix\tTilt=2.698 deg  tiltPlanRotation= -86.540 deg\n",
      "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.632826e+00m\tPONI= 1.222996e-01, 2.628170e-02m\trot1=-0.002852  rot2= -0.047013  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1634.639mm\tCenter: x=179.872, y=264.410 pix\tTilt=2.699 deg  tiltPlanRotation= -86.531 deg\n",
      "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.632826e+00m\tPONI= 1.222996e-01, 2.628170e-02m\trot1=-0.002852  rot2= -0.047013  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1634.639mm\tCenter: x=179.872, y=264.410 pix\tTilt=2.699 deg  tiltPlanRotation= -86.531 deg\n"
     ]
    }
   ],
   "source": [
    "calib = Calibration(img, calibrant=AgBh, wavelength=wavelength, detector=pilatus)\n",
    "# This displays the calibration widget: \n",
    "\n",
    "# 1. Set the ring number (0-based value), below the plot \n",
    "# 2. Pick the ring by right-clicking with the mouse on the image.\n",
    "# 3. Restart at 1. for at least a second ring\n",
    "# 4. Click refine to launch the calibration."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "983bfb61",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Here is a screenshot of the previous widget, since it is not recoreded inside the notebook itself.\n",
    "from IPython.display import Image\n",
    "Image(filename='pyFAI-calib_notebook.png') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "caf416a8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.632826e+00m\tPONI= 1.222996e-01, 2.628170e-02m\trot1=-0.002852  rot2= -0.047013  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1634.639mm\tCenter: x=179.872, y=264.410 pix\tTilt=2.699 deg  tiltPlanRotation= -86.531 deg\n",
      "Fixed parameters: ['wavelength', 'rot3']\n",
      "Cost function: 1.532467318765197e-07\n"
     ]
    }
   ],
   "source": [
    "# This is the calibrated geometry:\n",
    "gr = calib.geoRef\n",
    "print(gr)\n",
    "print(f\"Fixed parameters: {calib.fixed}\")\n",
    "print(f\"Cost function: {gr.chi2()}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "250a8b9b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "Wavelength= 1.000000e-10m\n",
      "SampleDetDist= 1.634831e+00m\tPONI= 4.543425e-02, 3.093027e-02m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 1634.831mm\tCenter: x=179.827, y=264.153 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n",
      "Cost function = 1.5907780154943566e-07\n"
     ]
    }
   ],
   "source": [
    "# Geometry refinement with some constrains: SAXS mode \n",
    "# Here we enforce all rotation to be null and fit again the model:\n",
    "\n",
    "gr.rot1 = gr.rot2 = gr.rot3 = 0\n",
    "gr.refine3(fix=[\"rot1\", \"rot2\", \"rot3\", \"wavelength\"])\n",
    "print(gr)\n",
    "print(f\"Cost function = {gr.chi2()}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "383e9169",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "OrderedDict([('poni_version', 2),\n",
       "             ('detector', 'Pilatus1M'),\n",
       "             ('detector_config', OrderedDict()),\n",
       "             ('dist', 1.634831396919371),\n",
       "             ('poni1', 0.04543425362516216),\n",
       "             ('poni2', 0.030930268602695623),\n",
       "             ('rot1', 0.0),\n",
       "             ('rot2', 0.0),\n",
       "             ('rot3', 0.0),\n",
       "             ('wavelength', 1e-10)])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gr.save(\"jupyter.poni\")\n",
    "gr.get_config()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ebcc40c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Detector Pilatus 1M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
       "Wavelength= 1.000000e-10m\n",
       "SampleDetDist= 1.634831e+00m\tPONI= 4.543425e-02, 3.093027e-02m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
       "DirectBeamDist= 1634.831mm\tCenter: x=179.827, y=264.153 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a \"normal\" azimuthal integrator (without fitting capabilities from the geometry-refinement object)\n",
    "ai = pyFAI.load(gr)\n",
    "ai"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "4f8f2ff8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "/* global mpl */\n",
       "window.mpl = {};\n",
       "\n",
       "mpl.get_websocket_type = function () {\n",
       "    if (typeof WebSocket !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof MozWebSocket !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert(\n",
       "            'Your browser does not have WebSocket support. ' +\n",
       "                'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "                'Firefox 4 and 5 are also supported but you ' +\n",
       "                'have to enable WebSockets in about:config.'\n",
       "        );\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = this.ws.binaryType !== undefined;\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById('mpl-warnings');\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent =\n",
       "                'This browser does not support binary websocket messages. ' +\n",
       "                'Performance may be slow.';\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = document.createElement('div');\n",
       "    this.root.setAttribute('style', 'display: inline-block');\n",
       "    this._root_extra_style(this.root);\n",
       "\n",
       "    parent_element.appendChild(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen = function () {\n",
       "        fig.send_message('supports_binary', { value: fig.supports_binary });\n",
       "        fig.send_message('send_image_mode', {});\n",
       "        if (fig.ratio !== 1) {\n",
       "            fig.send_message('set_device_pixel_ratio', {\n",
       "                device_pixel_ratio: fig.ratio,\n",
       "            });\n",
       "        }\n",
       "        fig.send_message('refresh', {});\n",
       "    };\n",
       "\n",
       "    this.imageObj.onload = function () {\n",
       "        if (fig.image_mode === 'full') {\n",
       "            // Full images could contain transparency (where diff images\n",
       "            // almost always do), so we need to clear the canvas so that\n",
       "            // there is no ghosting.\n",
       "            fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "        }\n",
       "        fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "    };\n",
       "\n",
       "    this.imageObj.onunload = function () {\n",
       "        fig.ws.close();\n",
       "    };\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_header = function () {\n",
       "    var titlebar = document.createElement('div');\n",
       "    titlebar.classList =\n",
       "        'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
       "    var titletext = document.createElement('div');\n",
       "    titletext.classList = 'ui-dialog-title';\n",
       "    titletext.setAttribute(\n",
       "        'style',\n",
       "        'width: 100%; text-align: center; padding: 3px;'\n",
       "    );\n",
       "    titlebar.appendChild(titletext);\n",
       "    this.root.appendChild(titlebar);\n",
       "    this.header = titletext;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = (this.canvas_div = document.createElement('div'));\n",
       "    canvas_div.setAttribute(\n",
       "        'style',\n",
       "        'border: 1px solid #ddd;' +\n",
       "            'box-sizing: content-box;' +\n",
       "            'clear: both;' +\n",
       "            'min-height: 1px;' +\n",
       "            'min-width: 1px;' +\n",
       "            'outline: 0;' +\n",
       "            'overflow: hidden;' +\n",
       "            'position: relative;' +\n",
       "            'resize: both;'\n",
       "    );\n",
       "\n",
       "    function on_keyboard_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.key_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    canvas_div.addEventListener(\n",
       "        'keydown',\n",
       "        on_keyboard_event_closure('key_press')\n",
       "    );\n",
       "    canvas_div.addEventListener(\n",
       "        'keyup',\n",
       "        on_keyboard_event_closure('key_release')\n",
       "    );\n",
       "\n",
       "    this._canvas_extra_style(canvas_div);\n",
       "    this.root.appendChild(canvas_div);\n",
       "\n",
       "    var canvas = (this.canvas = document.createElement('canvas'));\n",
       "    canvas.classList.add('mpl-canvas');\n",
       "    canvas.setAttribute('style', 'box-sizing: content-box;');\n",
       "\n",
       "    this.context = canvas.getContext('2d');\n",
       "\n",
       "    var backingStore =\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        this.context.webkitBackingStorePixelRatio ||\n",
       "        this.context.mozBackingStorePixelRatio ||\n",
       "        this.context.msBackingStorePixelRatio ||\n",
       "        this.context.oBackingStorePixelRatio ||\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        1;\n",
       "\n",
       "    this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "\n",
       "    var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
       "        'canvas'\n",
       "    ));\n",
       "    rubberband_canvas.setAttribute(\n",
       "        'style',\n",
       "        'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
       "    );\n",
       "\n",
       "    // Apply a ponyfill if ResizeObserver is not implemented by browser.\n",
       "    if (this.ResizeObserver === undefined) {\n",
       "        if (window.ResizeObserver !== undefined) {\n",
       "            this.ResizeObserver = window.ResizeObserver;\n",
       "        } else {\n",
       "            var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n",
       "            this.ResizeObserver = obs.ResizeObserver;\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n",
       "        var nentries = entries.length;\n",
       "        for (var i = 0; i < nentries; i++) {\n",
       "            var entry = entries[i];\n",
       "            var width, height;\n",
       "            if (entry.contentBoxSize) {\n",
       "                if (entry.contentBoxSize instanceof Array) {\n",
       "                    // Chrome 84 implements new version of spec.\n",
       "                    width = entry.contentBoxSize[0].inlineSize;\n",
       "                    height = entry.contentBoxSize[0].blockSize;\n",
       "                } else {\n",
       "                    // Firefox implements old version of spec.\n",
       "                    width = entry.contentBoxSize.inlineSize;\n",
       "                    height = entry.contentBoxSize.blockSize;\n",
       "                }\n",
       "            } else {\n",
       "                // Chrome <84 implements even older version of spec.\n",
       "                width = entry.contentRect.width;\n",
       "                height = entry.contentRect.height;\n",
       "            }\n",
       "\n",
       "            // Keep the size of the canvas and rubber band canvas in sync with\n",
       "            // the canvas container.\n",
       "            if (entry.devicePixelContentBoxSize) {\n",
       "                // Chrome 84 implements new version of spec.\n",
       "                canvas.setAttribute(\n",
       "                    'width',\n",
       "                    entry.devicePixelContentBoxSize[0].inlineSize\n",
       "                );\n",
       "                canvas.setAttribute(\n",
       "                    'height',\n",
       "                    entry.devicePixelContentBoxSize[0].blockSize\n",
       "                );\n",
       "            } else {\n",
       "                canvas.setAttribute('width', width * fig.ratio);\n",
       "                canvas.setAttribute('height', height * fig.ratio);\n",
       "            }\n",
       "            canvas.setAttribute(\n",
       "                'style',\n",
       "                'width: ' + width + 'px; height: ' + height + 'px;'\n",
       "            );\n",
       "\n",
       "            rubberband_canvas.setAttribute('width', width);\n",
       "            rubberband_canvas.setAttribute('height', height);\n",
       "\n",
       "            // And update the size in Python. We ignore the initial 0/0 size\n",
       "            // that occurs as the element is placed into the DOM, which should\n",
       "            // otherwise not happen due to the minimum size styling.\n",
       "            if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n",
       "                fig.request_resize(width, height);\n",
       "            }\n",
       "        }\n",
       "    });\n",
       "    this.resizeObserverInstance.observe(canvas_div);\n",
       "\n",
       "    function on_mouse_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.mouse_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousedown',\n",
       "        on_mouse_event_closure('button_press')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseup',\n",
       "        on_mouse_event_closure('button_release')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'dblclick',\n",
       "        on_mouse_event_closure('dblclick')\n",
       "    );\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousemove',\n",
       "        on_mouse_event_closure('motion_notify')\n",
       "    );\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseenter',\n",
       "        on_mouse_event_closure('figure_enter')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseleave',\n",
       "        on_mouse_event_closure('figure_leave')\n",
       "    );\n",
       "\n",
       "    canvas_div.addEventListener('wheel', function (event) {\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        on_mouse_event_closure('scroll')(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.appendChild(canvas);\n",
       "    canvas_div.appendChild(rubberband_canvas);\n",
       "\n",
       "    this.rubberband_context = rubberband_canvas.getContext('2d');\n",
       "    this.rubberband_context.strokeStyle = '#000000';\n",
       "\n",
       "    this._resize_canvas = function (width, height, forward) {\n",
       "        if (forward) {\n",
       "            canvas_div.style.width = width + 'px';\n",
       "            canvas_div.style.height = height + 'px';\n",
       "        }\n",
       "    };\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
       "        event.preventDefault();\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus() {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'mpl-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'mpl-button-group';\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'mpl-button-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        var button = (fig.buttons[name] = document.createElement('button'));\n",
       "        button.classList = 'mpl-widget';\n",
       "        button.setAttribute('role', 'button');\n",
       "        button.setAttribute('aria-disabled', 'false');\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "\n",
       "        var icon_img = document.createElement('img');\n",
       "        icon_img.src = '_images/' + image + '.png';\n",
       "        icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
       "        icon_img.alt = tooltip;\n",
       "        button.appendChild(icon_img);\n",
       "\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    var fmt_picker = document.createElement('select');\n",
       "    fmt_picker.classList = 'mpl-widget';\n",
       "    toolbar.appendChild(fmt_picker);\n",
       "    this.format_dropdown = fmt_picker;\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = document.createElement('option');\n",
       "        option.selected = fmt === mpl.default_extension;\n",
       "        option.innerHTML = fmt;\n",
       "        fmt_picker.appendChild(option);\n",
       "    }\n",
       "\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_message = function (type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function () {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1], msg['forward']);\n",
       "        fig.send_message('refresh', {});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
       "    var x0 = msg['x0'] / fig.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
       "    var x1 = msg['x1'] / fig.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0,\n",
       "        0,\n",
       "        fig.canvas.width / fig.ratio,\n",
       "        fig.canvas.height / fig.ratio\n",
       "    );\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
       "    fig.rubberband_canvas.style.cursor = msg['cursor'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_message = function (fig, msg) {\n",
       "    fig.message.textContent = msg['message'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
       "    // Request the server to send over a new figure.\n",
       "    fig.send_draw_message();\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
       "    fig.image_mode = msg['mode'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
       "    for (var key in msg) {\n",
       "        if (!(key in fig.buttons)) {\n",
       "            continue;\n",
       "        }\n",
       "        fig.buttons[key].disabled = !msg[key];\n",
       "        fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
       "    if (msg['mode'] === 'PAN') {\n",
       "        fig.buttons['Pan'].classList.add('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    } else if (msg['mode'] === 'ZOOM') {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.add('active');\n",
       "    } else {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message('ack', {});\n",
       "};\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            var img = evt.data;\n",
       "            if (img.type !== 'image/png') {\n",
       "                /* FIXME: We get \"Resource interpreted as Image but\n",
       "                 * transferred with MIME type text/plain:\" errors on\n",
       "                 * Chrome.  But how to set the MIME type?  It doesn't seem\n",
       "                 * to be part of the websocket stream */\n",
       "                img.type = 'image/png';\n",
       "            }\n",
       "\n",
       "            /* Free the memory for the previous frames */\n",
       "            if (fig.imageObj.src) {\n",
       "                (window.URL || window.webkitURL).revokeObjectURL(\n",
       "                    fig.imageObj.src\n",
       "                );\n",
       "            }\n",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                img\n",
       "            );\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        } else if (\n",
       "            typeof evt.data === 'string' &&\n",
       "            evt.data.slice(0, 21) === 'data:image/png;base64'\n",
       "        ) {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig['handle_' + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\n",
       "                \"No handler for the '\" + msg_type + \"' message type: \",\n",
       "                msg\n",
       "            );\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\n",
       "                    \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
       "                    e,\n",
       "                    e.stack,\n",
       "                    msg\n",
       "                );\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "};\n",
       "\n",
       "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
       "mpl.findpos = function (e) {\n",
       "    //this section is from http://www.quirksmode.org/js/events_properties.html\n",
       "    var targ;\n",
       "    if (!e) {\n",
       "        e = window.event;\n",
       "    }\n",
       "    if (e.target) {\n",
       "        targ = e.target;\n",
       "    } else if (e.srcElement) {\n",
       "        targ = e.srcElement;\n",
       "    }\n",
       "    if (targ.nodeType === 3) {\n",
       "        // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "    }\n",
       "\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    var boundingRect = targ.getBoundingClientRect();\n",
       "    var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
       "    var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
       "\n",
       "    return { x: x, y: y };\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * https://stackoverflow.com/a/24161582/3208463\n",
       " */\n",
       "function simpleKeys(original) {\n",
       "    return Object.keys(original).reduce(function (obj, key) {\n",
       "        if (typeof original[key] !== 'object') {\n",
       "            obj[key] = original[key];\n",
       "        }\n",
       "        return obj;\n",
       "    }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function (event, name) {\n",
       "    var canvas_pos = mpl.findpos(event);\n",
       "\n",
       "    if (name === 'button_press') {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * this.ratio;\n",
       "    var y = canvas_pos.y * this.ratio;\n",
       "\n",
       "    this.send_message(name, {\n",
       "        x: x,\n",
       "        y: y,\n",
       "        button: event.button,\n",
       "        step: event.step,\n",
       "        guiEvent: simpleKeys(event),\n",
       "    });\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.key_event = function (event, name) {\n",
       "    // Prevent repeat events\n",
       "    if (name === 'key_press') {\n",
       "        if (event.key === this._key) {\n",
       "            return;\n",
       "        } else {\n",
       "            this._key = event.key;\n",
       "        }\n",
       "    }\n",
       "    if (name === 'key_release') {\n",
       "        this._key = null;\n",
       "    }\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.key !== 'Control') {\n",
       "        value += 'ctrl+';\n",
       "    }\n",
       "    else if (event.altKey && event.key !== 'Alt') {\n",
       "        value += 'alt+';\n",
       "    }\n",
       "    else if (event.shiftKey && event.key !== 'Shift') {\n",
       "        value += 'shift+';\n",
       "    }\n",
       "\n",
       "    value += 'k' + event.key;\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
       "    if (name === 'download') {\n",
       "        this.handle_save(this, null);\n",
       "    } else {\n",
       "        this.send_message('toolbar_button', { name: name });\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
       "    this.message.textContent = tooltip;\n",
       "};\n",
       "\n",
       "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n",
       "// prettier-ignore\n",
       "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n",
       "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";/* global mpl */\n",
       "\n",
       "var comm_websocket_adapter = function (comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.binaryType = comm.kernel.ws.binaryType;\n",
       "    ws.readyState = comm.kernel.ws.readyState;\n",
       "    function updateReadyState(_event) {\n",
       "        if (comm.kernel.ws) {\n",
       "            ws.readyState = comm.kernel.ws.readyState;\n",
       "        } else {\n",
       "            ws.readyState = 3; // Closed state.\n",
       "        }\n",
       "    }\n",
       "    comm.kernel.ws.addEventListener('open', updateReadyState);\n",
       "    comm.kernel.ws.addEventListener('close', updateReadyState);\n",
       "    comm.kernel.ws.addEventListener('error', updateReadyState);\n",
       "\n",
       "    ws.close = function () {\n",
       "        comm.close();\n",
       "    };\n",
       "    ws.send = function (m) {\n",
       "        //console.log('sending', m);\n",
       "        comm.send(m);\n",
       "    };\n",
       "    // Register the callback with on_msg.\n",
       "    comm.on_msg(function (msg) {\n",
       "        //console.log('receiving', msg['content']['data'], msg);\n",
       "        var data = msg['content']['data'];\n",
       "        if (data['blob'] !== undefined) {\n",
       "            data = {\n",
       "                data: new Blob(msg['buffers'], { type: data['blob'] }),\n",
       "            };\n",
       "        }\n",
       "        // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
       "        ws.onmessage(data);\n",
       "    });\n",
       "    return ws;\n",
       "};\n",
       "\n",
       "mpl.mpl_figure_comm = function (comm, msg) {\n",
       "    // This is the function which gets called when the mpl process\n",
       "    // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
       "\n",
       "    var id = msg.content.data.id;\n",
       "    // Get hold of the div created by the display call when the Comm\n",
       "    // socket was opened in Python.\n",
       "    var element = document.getElementById(id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm);\n",
       "\n",
       "    function ondownload(figure, _format) {\n",
       "        window.open(figure.canvas.toDataURL());\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element;\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error('Failed to find cell for figure', id, fig);\n",
       "        return;\n",
       "    }\n",
       "    fig.cell_info[0].output_area.element.on(\n",
       "        'cleared',\n",
       "        { fig: fig },\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
       "    var width = fig.canvas.width / fig.ratio;\n",
       "    fig.cell_info[0].output_area.element.off(\n",
       "        'cleared',\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "    fig.resizeObserverInstance.unobserve(fig.canvas_div);\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable();\n",
       "    fig.parent_element.innerHTML =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "    fig.close_ws(fig, msg);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width / this.ratio;\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message('ack', {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () {\n",
       "        fig.push_to_output();\n",
       "    }, 1000);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'btn-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'btn-group';\n",
       "    var button;\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'btn-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        button = fig.buttons[name] = document.createElement('button');\n",
       "        button.classList = 'btn btn-default';\n",
       "        button.href = '#';\n",
       "        button.title = name;\n",
       "        button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message pull-right';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = document.createElement('div');\n",
       "    buttongrp.classList = 'btn-group inline pull-right';\n",
       "    button = document.createElement('button');\n",
       "    button.classList = 'btn btn-mini btn-primary';\n",
       "    button.href = '#';\n",
       "    button.title = 'Stop Interaction';\n",
       "    button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
       "    button.addEventListener('click', function (_evt) {\n",
       "        fig.handle_close(fig, {});\n",
       "    });\n",
       "    button.addEventListener(\n",
       "        'mouseover',\n",
       "        on_mouseover_closure('Stop Interaction')\n",
       "    );\n",
       "    buttongrp.appendChild(button);\n",
       "    var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
       "    titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
       "    var fig = event.data.fig;\n",
       "    if (event.target !== this) {\n",
       "        // Ignore bubbled events from children.\n",
       "        return;\n",
       "    }\n",
       "    fig.close_ws(fig, {});\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (el) {\n",
       "    el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
       "    // this is important to make the div 'focusable\n",
       "    el.setAttribute('tabindex', 0);\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    } else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which === 13) {\n",
       "        this.canvas_div.blur();\n",
       "        // select the cell after this one\n",
       "        var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
       "        IPython.notebook.select(index + 1);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "};\n",
       "\n",
       "mpl.find_output_cell = function (html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i = 0; i < ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code') {\n",
       "            for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] === html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel !== null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target(\n",
       "        'matplotlib',\n",
       "        mpl.mpl_figure_comm\n",
       "    );\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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rF8SzqTH4FJ+c+udP0v5nb8Vnrg6tSkvf590GoGmlkSXbzKNuDGm3PpaRs2u59wkf86HnrDBcesNkZtsWnUD5WQL5WQLyZ8qJpMJ0wTyNyNQIn9bG6N0nRfuvuyJ24t8cGNWI1ye3Az/ndQKv42JxJn0GJwa0hUnU+NxtG9PHO6djG+T+uHr+FTsjx/AS9xXPQbya3/8AHwdn4pvElLwTUIKvo5Pxb64wdgXNxhfdh+EbxJS8F2f3jjePxE/De6GM+kx1m6fk5vh9rO+JH+U261zGzm7nnOT/DkfesIGx603RPHx1qV3KCdbKCdb3CSnW7/XacBkMmFGoK38LWleLn+bGqB0lVX8rj3ZBBcnhOO3UVE4NaQrTqQk4GjfnqJqHSd33Pqy+yDsixuMz7ukYXfsMOzs/Ch2xw7D7thh+LL7IBxI7I8jyb1wvH+izeK6ffLy97dgq/y1qYGyCE9e/n4f1w4/D4vF3m5DEGYZ4PJNptL66iFffPWQr8tzUG79L6Nm13Nukj/nQ0/Y4FT3DRFBENWD6v5eZzKZUFIufJz8TQsowrIWudY5f2tq49b8erg8uRl+GxWF02ld8MvwzjiZGo+fh8WK1um0Ljg1pCs/5084vkF49JPr+nmsXxLf6VM4E1Aqf8I5f7ef9UXpe3VQuqOpjfwd65eEruZsl28yadGipb9F8ud86AkbnOq+ISIIonpQ3d/rpPJXEliEqQFFWNoiF7cX+eDWgjq4OCEc/53UCucyonFxQjgu5bbEpfzm+O+kVvgjuy3Oj40QdfvkGr6oDXkXjnNQk79TQ7raVP5K3/WVlb/j/RORVkff4x5o0aLlmkXy53zoCRsct94QHTxoXXqHcrKFcrLFTXK69XudBuTk7/Gm1jt/16b74/LfgnH5b8G4XtIYN2Y1wvWSxrg23V+x26dU/oSz+yojf3LHPkuf9UbpSw1Fd/64auTSFrnws8S5fKMpt3p5RaKXV6TLc1Bu/S+jZtdzbpI/50NP2OC49YbITRpV6AbKyRbKyRZq+KKKyWTCzPLjnlL5u/pEIG7Nr4c7y7xwZ6kXbi/yURzyXln5O5GS4HDlT6nhy4mUBGyMGq1b+dNzMwzKra9l1Ox6zk3y53zoCRsct94QucmmVTdQTrZQTraQ/KliMpl46RMe+1wUmo/rJdZOn6Wra+Puy47P+ePk70RKgib540RRsfJnp9vnydR47Ok6FK0sQ1y+0TTaxphy62sZNbuec5P8OR96wgDGjh2LWrVqwWKx8OuHH37gX79y5QrS09Ph4+ODJk2a4IUXXhB9/blz59C3b194e3sjODgY69evF71+/PhxdO3aFWazGa1bt8bOnTtFr3/xxReIjIyE2WxGTEwMDh06pDk7qw3RLxev48/rd5h8L2a4yaZVN1BOtlBOtpD8qcJV/mYGFYq6fS4MzcftRT7Wbp/rvPg5f/bkryp3/oRVwspU/k6mxuO7Pr0xrE6RyzeaRtsYU259LaNm13Nukj/nQ08YVvl7/PHHFV8fM2YMBg0ahCtXruDo0aNo1KgRtm3bxr8eHx+PvLw83Lx5E3v27IGPjw8OHz4MALh79y6aN2+OBQsW4Pbt23j33Xfh6+uL8+fPAwAuXbqE+vXrY+3atbh9+zaWLFmCgIAA3Lp1S1N2Fhui67dLETx9O1qU7Kjy92KKm2xadQPlZAvlZAvJnypS+eNm/i0IycedpV42Q94drfxVpuGLovwpVP64hi8nU+NxJLkXlrbIdflG02gbY8qtr2XU7HrOTfLnfOgJQ13+bty4AU9PTxw5coT/WElJCYYMGQIAOHXqFGrWrIlLly7xr2dkZGDy5MkAgM8++wwNGzbEvXv3+Ne7deuGZcuWAQBef/11REdH86+VlZUhMDAQW7Zs0ZSdxYbo7J83EDx9O4Knb6/y92KKm2xadQPlZAvlZAvJnypS+ZtaLn/zggtw5wWzw/LHotun8DVHj30eSe6F3bHD0MIyyOWbTSNtjCm3vpZRs+s5N8mf86EnDKv81a9fH/Xr10dERARWrFjBv3bo0CHUqFED9+/f5z/23nvvoUWLFgCATZs2ISQkRPT9nn/+efTu3RsAsHTpUiQmJopez8/PR05ODgCguLgYWVlZotdTUlLwzDPPaMrOYkP04+9Xefm7d7+syt+PGW6yadUNlJMtlJMtJH+qSOXv8abWY58zgwpxc159p1b+TqQkVEn+Sl+Vr/wd7NlXlyMf9Lwxptz6WkbNrufcJH/Oh54wgIMHD+LixYu4d+8e9u3bBz8/P6xbtw4AsG/fPtStW1f0+Tt37oSfnx8AYN26dWjfvr3o9ddeew2xsbEAgKeffhqDBw8WvV5SUoL09HQAQHZ2Nv72t7+JXs/IyMD06dNls86dOxceHh78YvF/koP/9ycvf299/X9V/n7MGDnSuvQO5WQL5WSLm+Qk+auQv5nl8jctwLquTffn5a/0VXn5+++kVk6t/Mnd+bvfrSbux5sVj30e7NkXS5rnuXyzKV2bajyMTTUednkOyq3/ZdTses5N8ud86AnLsHDhQqSmpgKoqPyVlVVUxDZu3Ciq/IWGhoq+fvHixaLKX1JSkuj1goICUeVv3LhxotdTU1MfaOVv348XePmb/+HxKn8/giAI1pD8Wef8cWtqgHXNCCzCn4VhVT72WZk5f/bu/JW+V0c05F167PPbpH7YFTscYZYBLt9w0qJFSx+L5M/50BOWYdGiRUhJSQFQcefv6NGj/OszZ85UvfOXmZkpuvPXqFEj0bHRuLg40Z2/jh078q+VlZUhKCjogd75++job/qs/BEEQZRD8mfCjHLxm1Euf1zTl4sTwh/onT+73T6F8vdhE1X5+zapHwb76u/oJy1atFyzSP6cDz1hABs2bMDVq1dRVlaGf/7zn2jSpAlef/11/vXRo0dj8ODBuHr1Kr7//nv4+fmJun326NED+fn5uHnzJvbu3Svb7fPZZ5/F7du38d5778HX1xe//fYbgIpun2+++Sbu3LmDF1988YF3+9xy+Bwvf+v2/1rl78eMbdusS+9QTrZQTra4SU6SPxM/3oE77jmtvPp3rF8SU/kTCqBa5U9xyHu5/N2bZsa92Q1kh7wL5W9xmL6Ofo6qHY5RtcNdnoNy638ZNbuec5P8OR96wrDKW926deHj44M2bdrgf/7nf0SvX7lyBSNGjICPjw/8/Pxk5/wlJyfDbDajWbNmNnP+jh07hi5dusDLywvh4eE2c/727duHiIgIeHl5oWPHjjh48KDm7Cw2RJsPVcjf2n/+UuXvxww3aVShGygnWygnW6jhiypC+ZsqEL/HmxbhSHIvlG5tzOzYp1b5c3TUg1Ll73DvZPSz5Lt808ktPTfDoNz6WkbNrufcJH/Oh56wwWGxIdp06Cwvf6u//JlBKka4yaZVN1BOtlBOtpD8qSKUvyn+Yvk73DvZYflT6/bJqvLniPzNDylw+abTCBtjyq2vZdTses5N8ud86AkbHNbyt2rfaQapGOEmm1bdQDnZQjnZonP5W758OWJiYuDp6Ylhw4aJXktISICnpycsFgu/bt++zb9+7tw59O3bF97e3ggODrY5HaIFOfnjxj0cSOyP0i0NH/idP4fk74lARfk72LMvDiT2R6J5oss3nnrfGFNufS2jZtdzbpI/50NP2OCw2BB9cLBC/l7bS/LnMJSTLZSTLW6S09Xy98EHH2Dz5s0oKCiQlb/ly5crfm18fDzy8vJw8+ZN7NmzR3QvXCtC+Xu8aUXVrySwCJ93SUPp+/V0d+fPXuXvYM++fOXv26R+mBZQBD9LnMs3n3reGFNufS2jZtdzbpI/50NP2OCw2BC9/22F/K34xykGqRjhJptW3UA52UI52aJz+eOYM2eOQ/In1xE6IyOD7witFWG3z8ebVgjgjMAibOqQidJ3ffUtfyqVv8O9k3EgsT/2dB2K7uYJLt986nljTLn1tYyaXc+5Sf6cDz1hg8Na/v73858YpGKEm2xadQPlZAvlZIvB5e/hhx9GgwYNEBMTgw8++IB/bdOmTQgJCRF9/vPPP8/PgtWKtNsnJ3/TAorwUstJKF1T+4HLn0MNXzTI395uQ7CqdQ6aWhJpY0y5DbGMml3PuUn+nA89YYPDYkO0USB/y3f/yCAVIx5/3Lr0DuVkC+Vki5vk1LP87d+/H1euXMHdu3exbds2WCwW/OMf/wAArFu3Du3btxd9/muvvYbY2FjVnzN37lx4eHjwixvyzsnfVEHDl2UtclG6yvOB3fmTk7+fBncTy98iH9wf4In7Qy028icd9SCUvx0x6UgyT4K/Jd5lm8+Xa/rj5Zr+Lt8EU279L6Nm13Nukj/nQ0/Y4LDYEL134Awvf8t26Uj+CIIgytGz/EmZOHEiCgoKAFgrf6GhoaLXFy9eXKnKX0n5sU/hnL8p/kVY0jwPd19Sr/z9d1KrB37ss/S9Oijd0dShyt/Ozo9ia3QGorwzXL4JpUWL1oNfJH/Oh56wwWEtf0t3/sAgFUEQBFuMJH+5ubnIz88HIH/nLzMzs1J3/jj5Ewrg402LMD+kADdmNXJI/liMelA99rnIR1X+vuvTW1H+Pn5kBCY2KnZp9Y8WLVquWSR/zoeesMFhsSHaIJC/Fz79N4NUjFixwrr0DuVkC+Vki5vkdLX8lZaW4tatW5g5cyaGDh2KW7du4c6dO/jrr7/w0Ucf4ebNm7h37x4++ugjWCwW7Nq1i//aHj16ID8/Hzdv3sTevXsr3e2TO/YpPPo5LaAIz4Xl4cZs8aiHm/PqV7ryp/XYp2rlb5EP7uV44V5BXYcrfzti0rExajRSfQpcIoBPeIbiCc9Ql2+CKbf+l1Gz6zk3yZ/zoSdscJjI378q5O+5j08ySMUIN2lUoRsoJ1soJ1t03vBlzpw5MJlMopWQkIALFy6gU6dO8PX1RZ06ddChQwe88847oq89d+4ckpOTYTab0axZs0rP+ZO78zczqBAvt5poV/6cfedPTv4q0/CFk79tHR/DO5FjEe+C2X96boZBufW1jJpdz7lJ/pwPPWGDw2JD9O6//o+Xv2c/IvlzGMrJFsrJFjfJ6Wr5czVC+Zsq6PY5M6gQm6Mzcft5i438XXuyiVOHvFdF/tSOfXLytzU6A4vD8tDVnE0bY8qty2XU7HrOTfLnfOgJGxzW8rdgxwkGqRjhJptW3UA52UI52ULyp4pQ/oRz/mYGFeJIci+Urq7tkPxJ7/wJhU4Plb+t0RnYHJ2JzdGZeC4sD2GWAbQxpty6W0bNrufcJH/Oh56wwWGxIXrnmwr5e/rD4wxSMcJNNq26gXKyhXKyheRPFWnlj1vzggtwKbeltbkKozt/TLp9OiB/B3v2la38bY7OxKYOmXi//Sg83rQIIT4p1X5jTLn1tYyaXc+5Sf6cDz1hg8NiQ/S2QP7mbjvGIBUj3GTTqhsoJ1soJ1tI/lRRkr/FYXm4taAOSrc2Vq38qcnfydT4B3rnT23On5z8cQLYxzuv2m+MKbe+llGz6zk3yZ/zoSdscFjL3+wt3zNIxQg32bTqBsrJFsrJFpI/VaTyNy3A+ueXW03E3RWeKP2wyQO786d1zl9VG74I5e/V1jmI9B5Z7TfGlFtfy6jZ9Zyb5M/50BM2OCw2RG99XSF/MzcfZZCKEUuXWpfeoZxsoZxscZOcJH8m0Xw/bt7f9piRKN3UQFb+Ktvt096xT60NX+6NqY17OXVw92Xt8vdJpxEi+dscnYmSwCLEmsc9sM3nU57BeMoz2OWbYMqt/2XU7HrOTfLnfOgJGxwWG6L1X//Ky9+Tm3QkfwRBEOWQ/JlEVb+ZQYWY3awQJ1ISUPpxoEvkz96dP37I+8u2xz6Vun1K5W9kvSKEW9JEm8Ne3rl4LiwPHbxHuXyjSosWLbaL5M/50BM2OKzlb/r7RxikIgiCYAvJX4X8zQi0yt/c4AL8J7MD7u5pyUz+jvdP1DzqoSryJ1f529N1KC9/G6NGo7t5AgJ9eok2hhMbFWNV6xxsiNj3cCsAACAASURBVBqDl1tNfGBHQWnRovVgFsmf86EnbHBYbIje3F8hf0+89x2DVIx46inr0juUky2Uky1ukpPkTyx/TwUVYmFoPi5Pboa7e1szrfwxufO3yAf3h3ni/kgfTcc+v0lIwd5uQ7ArdjheajkJbSzD4WeJ4zeEgT69sCg0H+sjsrAhagw2RI3BO5Fj8XKriTaVwaquF2oF4IVaAS7fBFNu/S+jZtdzbpI/50NP2OCw2BCtE8jflA06kj83aVShGygnWygnW6jhiypy8rcoNB/Xpvvjzhdt7TZ8cWTUA/Mh7yqVvwOJ/fnK3764wVjVOsdmpENTSyKeC8vjpY8TP26tbjMe/Sz5zDafem6GQbn1tYyaXc+5Sf6cDz1hg8NE/v75Cy9/k989zCAVI9xk06obKCdbKCdbSP5U4eTvqaBCPBVUiJlBhXi1dQ5K3/WVlb9b8+vJyt9/MjuI5O/HQXE21Tzmc/40yt/bEWNtxK+d9wisaZuNjVGjsTFqtKz8vR0xFm+2G4eXWk5CkE8ft94YU259LaNm13Nukj/nQ0/Y4LCWv6K3DzFIxQg32bTqBsrJFsrJFpI/VTj5m92sQv7WR2ShdGtjTZU/e8c+hdU8YeXvaN+eTOTvypQgxWOf3/XpjR0x6TbiF25Jw/qILF78lATw7YiKtbbdOHQyZ7ntxphy62sZNbuec5P8OR96wgaHxYZorUD+Ct46yCAVI9xk06obKCdbKCdbSP5UkcrfU0GF2B07DHe+ilCUPy13/qSVP6cMeVeQv4M9++Jgz77YHTsMYZYBog1gC8sgrI/I4mf9CaVPevyTEz/hnzPrF7vlxphy62sZNbuec5P8OR96wgaHxYZozVcV8pe3/lsGqRjhJptW3UA52UI52ULyp4pU/mY3K8S+uMG4/U10peTv1xGP2Nz5O5GSUCn5+2Fgj0rL3+dd0tDCMki0+QvxScH6iCxsjc7Apg6ZeL/9KLzffpRi1U9a/ePWhqgxGOxbKGocY/SNMeXW1zJqdj3nJvlzPvSEDQ5r+Zu0juTPYSgnWygnW9wkJ8lfhfzNbmYd83A6rQtuHeleqWOfcvInN+eP5bHP38ZEiu787YsbjDaW4aKNX4hPCt5sN46f88fJn/TIp7TqJ7feibQK4NSAIvhb4jVLoJ43xpRbX8uo2fWcm+TP+dATNjgsNkRvfPkzL385aw8wSMWIDRusS+9QTrZQTra4SU6SP7H8LQjJx5n0GNz8PqFKd/4qc+xTa7fPe5PNuDejvuyoh8O9k5HdUHw0M8inD9a2Gyca8q5U+VO68ydc6yOyRBKY71eMQJ9e8LfEq24+c2q3RE7tli7fBDu6KDdld4fcJH/Oh56wwWGxIVotkL/sN/7FIBVBEARbSP4q5G9mUCGeC8vD7Wd9ceNkn0rL36khXfHjoDicTI2Xrfxxf66s/AmHvAuPfZ5ISUCBn1j8An16YYp/EXbFDseOmHRsjc6QlT9OALUc++TkT1oJHN2gGCE+KQ4fB6VFi5bzF8mf86EnbHBYy1/W6m8YpCIIgmALyZ8J0wKs8lcSWISlLXJxZ5lXhfxtbVylIe+c0Dky6kGz/C2vkL9TQ7rincixouqbvyUeU/yLsLfbEOzs/Khs5U/a7VM66kH499zHhPLH/XlD1BhsjBqN9RFZeMQ8FuGWNDS1JLp8w0uLFi3rIvlzPvSEDQ6LDdHfv6iQv9F/15H8ZWdbl96hnGyhnGxxk5wkfyZMDbDO+SsJLMLylpNQuu7By5+0Sqgmf/eTauF+H2+R/H38yAgE+vQSbfYSzRPxZfdB2NttCD7pNALbY0ZqvvNn796fXOVvQ9QYvN9+FLZGZ2BHTDqG+Baig/coXgLfqtkIb9Vs5PJNsKOLclN2d8hN8ud86AkbHBYbotcF8pe56msGqRjhJo0qdAPlZAvlZAs1fFHFZDLh8aZFKCk/+rkyfAJKtzZmJn/OOPZZZvGwNnwpl7//ZHZAsneeaKPXwXsU3okciwOJ/bGn61B80mmEQ3f+lBq/KH3sncix2Bg1Gu+3H4XN0ZnYEZOO3bHDsC9uMB6tW4Re3rm4YvLUbTMMtaXnJh7umNvI2fWcm+TP+dATNjgsNkSr9p3m5e+x1/YzSMUIN9m06gbKyRbKyRaSP1VMJhOm+BdhavnRz7XtxuHu7uaq8qe12+ePg+Ickj/t3T4r5O/qE4HYHTsMQT59+E1emGUA3mw3Dt/16Y1vElKwp+tQ2WOfwuqfXLdPoejJ3fOTq/4J5W9X7HB81WMgjiT3wi/DO+NujVq47lEbw+oU2Qye1/PS84beHXMbObuec5P8OR96wgaHtfyNWPlPBqkY4SabVt1AOdlCOdlC8qeKVP4+fmQEbn6fwET+pEKntdunnPz9kd1WVv5+GxOJfpZ80SZvbINiHOzZF4d7J+NAYn/RnT+u4Yv06Kfcsc/KHP1Ukr+fh8Xifu2HUOblgUu5LfF40yIM8S1Ed/MEl2+Kjbyhd8fcRs6u59wkf86HnrDBYS1/w1d8xSAVI9xk06obKCdbKCdbSP5UMZlMmOxfjMebWu/97Y4dhhsn+1Ra/tSOfToqf8Ih73Lyd2epFxaHiY97hlvSsLbdOHyb1E9W/hy586dV/rjPld75U5O/Hwb2wNfxqVjTNhvD6hRhWJ0idDJnuXyDbLQNvTvmNnJ2Pecm+XM+9IQNDosN0Wt7K+Qv7RWSP4ehnGyhnGxxk5wkf1b545q+7O02BNd+TnOK/Gnt9qnp2KePB/4sDEMryxB+c+dvice0gCIc7Nm30vIn7e6pZeC7VP6Ed/6U5O9kajz2xw/A7thhfK5FofkYWa8II+sVIco7w+WbZSNs6N0xt5Gz6zk3yZ/zoSdscFjL3+D//ZJBKka4yaZVN1BOtlBOtpD8qSI89jkzqBD74wfg2pnHXFL509rtk6v8LW85SbS5i/QeiX1xg/FtUj9e/r5JSFGVv8oMebdX+bMnf/+d1IqXv12xw7E9ZiS2RmeIMs0MKsToBsUY3aDY5UdD9byhd8fcRs6u59wkf86HnrDBYbEhenXvKV7+Bi7/gkEqRnz5pXXpHcrJFsrJFjfJSfJn7fbJyd+BxP64em40U/k7kZJQZfkTHvssfcYHtyd6o41lOL+x87PEYW5wAb7r09tG/tQavkjn/MlV/7R2+7Qnf1eGNsWtrLoi+eMqf9JqJPdz3mw3DgtC8pHdsBjjGxZjbINim5EWzl6pXu2Q6tXO5Zv36pLbyNn1nJvkz/nQEzY4LDZEK/9RIX+p/7OPQSqCIAi2kPxZ5W9a+bHPM+kxuPJ7DjP54+b3OSJ/9hq+lL5twUstJ8HPEsdv7Np5j8D++AGa5E9aZVMa8l7VY5/SO3+X8pvjxuyGsvInzCSVv7XtxmFN22ysaZuNVa1zUNykGPl+xSjwK8bIekWi50CLFi35RfLnfOgJGxzW8tdvGckfQRD6g+SvQv5mNyvEpfzmuPJHLlP5c/TYpz35u/ZkE7TzHsFv6vwscXguLA/H+ycqyp9wzp9UtOQqf1K5U5M/uW6f22NG2lT+tMqfMINQ/la3GY/Xy9eq1jl4vc14LGuRK7r3SIsWLflF8ud86AkbHBYbohUC+UteupdBKkb07WtdeodysoVyssVNcpL8VRz7nBdcgL+KQm3lb50X0zt/VRry/rwFF+v6YXeNevymro1lOA727IsTKQkOyZ/cvT+h7Dna7VM45F1O/u4EmXGveS1e/r6OT3Wo8ieUP24VNREfA401j8O0AKvMzwgswhT/IgT79K3Spnl3jbrYXaOuyzfv1SW3kbPrOTfJn/OhJ2xwWGyIXtlTIX+9l/yDQSpGuEmjCt1AOdlCOdlCDV9UMZlMmBZQIX/XpvvjysXCSsufdM6fI5U/LfJ3cUI4rpo8RU0lxjYoxum0LprlT27Ie1Wavtg79vldn96aun1ujhbPHeTkT038WlgG8c8hs34xFoTk45VWE7EyfAJebZ2DleETMDe4ALObFWJ2s0LMDS7AzKBC0dfZW3pu4uGOuY2cXc+5Sf6cDz1hg8NiQ/Tynp94+Ut6YU/VQ7HCTTatuoFysoVysoXkTxVO/qYFFGFBSD5uzGpkK392jn2eHxuB/2R2sHvsU+uoByX5uzIlCNs6PmazwXw7Yix+HhaLEykJOJLcS/OdPzn5c+TOn/C1DVFjRJU/rfK3K3a43cofJ39CAZziX4QwywD+GXQ1Z2N5y0m88L3aOkdxrWqdg0Wh+fxaHJaHaQFF8LfEG25Db1QRcdfses5N8ud86AkbHNbyl7h4T9VDscJNNq26gXKyhXKyheRPFRv5m93QYfn7fVw7RfmrypB3ucpfdsNi0QYzs34xzqTH8PLnSLdPtTt/9uRPei+Q+1q5Y5+8/HnajnqozLHPqQHio5yPmMdiaYtckfitDJ/AL+Hfc/LH3Rlc3WY81pb/jJXhE/B6m/FYH5GF99uPwiedRmBN22z8Zaqp2w29UUXEXbPrOTfJn/OhJ2xwWGyI/vfzCvnr8dznDFIxwk02rbqBcrKFcrKF5E8VofzNDymQr/wxvvNX2WOfZ9JjEG5JE20wN0aNxm9jIhXl70Bif9Gxz63RGbLdPoXiJ236oqXZi9qdPzX5U6v8rY/I4uWPq/wtbzlJNOKig/covCSo+Alljzv+KSd+Qvlb0zYb6yOysCFqDDZHZ+LjR0ZgT9ehOJDYH0f79sS9mjVxv1YNnE7rgq96DMT2mJFY1iJXsVKol6VnEXHX7HrOTfLnfOgJGxzW8tft2d0MUjHCTTatuoFysoVysoXkTxWTyYQZgRV3/q6XNHaa/AmPfjpa+fsjuy3ebz9KtMFsZRmCX0c8gt/GRCre+ePkr7KVP6HsrY/IshHA9RFZipU/pWOfWip/cnf+VoZPQKT3SH4z62+Jx9zgAtGRTqHoCT8mdxxUWPmTk79vElJwvH8i7tWqgfu1H8Lv49rhaN+e2NN1KLbHjMT6iCysaZuN19uMx6utc/BKq4l4pdVEzAjUx/gJPYuIu2bXc26SP+dDT9jgsJa/rgs/Y5CKEW6yadUNlJMtlJMtJH+qmEwmlJTL39zgAlx9IlBR/m4/b3Fq5U846uFESgIvf2dHdsQf2W0xtkGxaIMZbknDuYxo1cqf0p0/TgCl8id354+TPqH8Sat+nPxtjBpt986f1lEPXOVvTdtsrG03Dul1i0Sb2UfrFmGV5D6fnPjJ3QHk7g4qyd/ebkNwILE/jvVLUpS/99uPkm1KI6w8vtJqIl4u/+srrSbipZaTHGo2464i4q7Z9Zyb5M/50BM2OCw2RMt3/8jLX+cFuxikYsQvv1iX3qGcbKGcbHGTnCR/bORPy50/rQ1flCp/o8vlL8YcjRhzNLIbFuPy5Gaylb8Dif3tVv7syZ/cUU+u0id3BFTa8EV67POvUc1ws7CBjfxtjxmpKn9r243D/JAC0THLcEsaVoZPEMmf8IinnPDJHf1c3WY83lSp/B3rl4SzqZG4PCbIrvxxVUDueys1nJHLJ8w0oVExk80+978TV0tHdcqu59wkf86HnrDBYbEh+p/PKuQvZr6O5I8gCKIckr8K+ZsZVIgrU4Lk5e/lqlf+1OTvZGq8jfz9MLAHL38/De5mM8x8R0y6ovxpqfzJHfnUIoBK9/+ElT+5O3+XcluKhrx/HZ8qe+dPrvLX0Tya/739LHEoCSzCaoloCYVK6c9y8ies/G3qIL7zd6xfEn4d8Qgu5TeXlb93IseK7iWqyZ9SF1JpHq7SyR0rDbek8b97U0singvLw6rWOQi3pMHPEqdpuVo8aLl+kfw5H3rCBoe1/HV8eieDVARBEGwh+bPK37Ry+bv2ZBNF+WM55F14tNPeqIezIztiQ9QY0UauhWUQLuW2rJL8Kc35Ex7nVJLA9RFZNsdA7d35k8qf1lEP2Q3FlbBUnwIb8ZOrqtmTrdcloqV05+/XEY/gz8IwVfkTHvsUypxa9U9O/oRHUd+OGItHBUdd/S3xWBCSz3c/5bqUcpXLdyLHYlOHiqrr/vgB+GlwN8wPKUBTSyL8LfGaFsmiey6SP+dDT9jgsNgQvSSQv/bzPmWQihEREdaldygnWygnW9wkJ8mfWP6uTm1aqYYvWub8Se/8Kcmf9Njn2ZEdMV4gQCc8zDhT42HcWeqlWf7khrwLu31ySyp83F+lsqd070/tzl9pA0/cb1zDRv62x4y0kVFOQl9qOQmBPr343z3EJwXLW07i7+ytkmnowgngK60mqsqWloYvx/ol4U5dM+41qFUp+ZMeS7Uno0IhzagvFr/ZzQr546XcEgogJ3+ceF/39sVtX2/8NLgb9sUNxuboTKyPyOLFmXtG3J3E5S0nYXnLScioX4RAn152V1NLIv/XppZEpqJywsOMEx5mlwuTO+Um+XM+9IQNDosN0bJdFfIXMecTBqkY4SaNKnQD5WQL5WSLzhu+LF++HDExMfD09MSwYcNEr125cgXp6enw8fFBkyZN8MILL4heP3fuHPr27Qtvb28EBwdj/fr1Dv98Tv5mBBZhdrNCa7fPP3KZyd+JlAScSElwuOGL9M5f1sMV8veXqQaue9TWJH9au31Kj33KVfrUqn+cAKoOeReMejiRkiCSv63RGTajJ96OGIt8P3HVr493nqbqmvRenfC+H/f1Wip/Whu+CMdRaKn8rVKRv9fbjBfdcfSzxGGIb6Fo3qEW+SutWQv3atXk5W9Th0y82W6cTVMaTvpekqxlLXJlP7asRS6WtsjFkuZ5/F/nhxQg0nskgnz6qC41mRT+c9Zz4xS1pefcJH/Oh56wwWEtf+1mk/w5DOVkC+Vki5vkdLX8ffDBB9i8eTMKCgps5G/MmDEYNGgQrly5gqNHj6JRo0bYtm0b/3p8fDzy8vJw8+ZN7NmzBz4+Pjh8+LBDP18of/NDCnBrQR1F+atqwxdO+hyVv5Op8WjnPUK0wbxboxbuvlS7SpU/YcMXOfmz1/hF7s6f3Jy/I8m9FLt9CuVPeuzzlVYTEeTTh/+9/S3xKG5SLCt/SlU1uY87euzTnvxJh9Bz+eTuHirNHBSOnuCOaXK/dxvLcKwMn8D/HLnqH3fs8/32o7A9ZiR2dn5UVv64yp9U/l4u/6uS7HHCJ11Lmufxa3FYHhaF5mNRaD4WhuZjQUg+5gUX4KmgQswMKsSM8gr71PL1eFPrmuJfhKImxaKGPnqWKJI/Qgl6wgaHxYboxV0/8PLXetbHDFIxwk02rbqBcrKFcrJF5/LHMWfOHJH83bhxA56enjhy5Aj/sZKSEgwZMgQAcOrUKdSsWROXLl3iX8/IyMDkyZMd+rmc/JUEFmFhaD5uL/KpVMMXLcc+7c35U2r4ciS5l6jpx2VTTZR5eeDOMu3HPpUqf3JD3qXHOuWET+3O39boDLuVP2m3T7ljn5P9xVW/RPNEkVwpNVdRm/XniPxVdtSDlsqfsPonzPNKq4mINY/jf+dAn16YEVhkI37Cv18rufOnVPlTO/bJVf/kqoBCAZSTQKkALg7Lw3NhebwAzg8pwNzgApEAPt60CJP9izHF3/rnsQ1I/kj+jA89YYPDYkO0dGeF/LWa+RGDVIxwk02rbqCcbKGcbDGo/B06dAg1atTA/fv3+Y+99957aNGiBQBg06ZNCAkJEX2P559/Hr1793bo55pMJswMKkRJYBEWhebj9rO+8pW/SspfZeb8ca9x8re23TjRJu6yqRbKvEyy8nckuZeq/EmbvUjlT+nYp5wEOtrwRSp/X8eniub8CfO8EzkWieaJ/O/sZ4lDgV+xSLCEFTZ7XT6l8leZOX9/ZLeVvfO3PiJLU7dPe50+V7XO4Wc5cr/zYN9C0SgJR+78aa38vSwRQLmjn1IBlEqgnPw9V14J5CRwrkwVkBM/6Z1BPUsUyR+hBD1hg8NiQ7REIH8tS0j+HIZysoVyssVNcupV/vbt24e6deuKPmfnzp3w8/MDAKxbtw7t27cXvf7aa68hNjZW9efMnTsXHh4e/OLkb2ZQIRaF5uPm3Aa48nsObh7vyVz+tM75k3b7LJDce7tmqo0yi7bKH3fnz17DF7kB7/YEUIv8fdl9kGrlT9rtkzuG+kqriQj26cv/ziE+KVjaIld0tFJO/rQuTvy4+3NVrfzJyZ+WcQ/Cz10clic65hrlnYFXWk3kBU9NAKXyJ3fsU1j5k8qfUtVPKIFLBdLnSAWQOwoqrALOblaIp4IKMaFRsc19P71LFMkfoQQ9YQkXLlzAww8/jJiYGP5j9i7rHz9+HF27doXZbEbr1q2xc6d4XMIXX3yByMhImM1mxMTE4NChQ6LXN23ahObNm8NsNiMxMRE///yz5rys5a/5kzuq/P2Y4SabVt1AOdlCOdliUPnjKn9lZWX8xzZu3Ciq/IWGhoq+x+LFiytV+XsqyLoRXRiaj6tPBOLqb1m4ebwn7u5tXaU5f8LZfVrkT3hElHvtdFqXKsmf8M7f9piRsg1fuC6dcnf+tFb/pPKnteGLsPInzCQ98plknmQjfVoqbPbu/Akrf+9EjrWRP3t3/uTm/Gmt/kmrfpn1xVW/yf7FfFXRUflTa/iiVf60Vv2k4qelCrggJB8lgUXo4D3KcBJF8kcoQU9YQmZmJuLj40Xyp3ZZ/+7du2jevDkWLFiA27dv491334Wvry/Onz8PALh06RLq16+PtWvX4vbt21iyZAkCAgJw69YtAMC///1v+Pj44NNPP8XNmzcxefJk0c+2BxP5+/TfvPyFzNhe5e/HjDt3rEvvUE62UE62uElOvcofd+fv6NGj/MdmzpypeucvMzOzUnf+OPlbEJKPPwvDcPXcaCby52jlT07+fhwUh3TBrLfGlq6YGZCP0k1+la78SUVL2PRFbsyDWtMXqfypjXq4NKEFbsx82ObOn9yQ9yTzJJEIFTUptltZk874kzZXUZupp1b5+3VYR/yZF4rfx7XDkeRedkc9qFUkleb7LQ7Ls6l0vtxqokj+5O79cUva8GVX7HD8My4VP6TGiSp/nPyp3flTa/piTwLlRFAqgdx9wLQ6hYqiEuAdiwDvWJcLk6NLz7lJ/pwPPWEBn376KXr06IHVq1fzAmbvsv5nn32Ghg0b4t69e/zr3bp1w7JlywAAr7/+OqKjo/nXysrKEBgYiC1btgAAZs2ahaFDh/KvX716FbVr18Z3332nKTOLDdELAvkLnr5d9F+wCYIg9ICr5a+0tBS3bt3CzJkzMXToUNy6dQt3ymV19OjRGDx4MK5evYrvv/8efn5+om6fPXr0QH5+Pm7evIm9e/dWutsnJ3/zggtwKbclrp15zK78XZ7cjOmxT2GVUNjt83j/RHQ0jxZt4rZGZ6D040Cmxz6llT97xz6F8seJx8ao0TaVP+GxT7kh75z8bY6uyLMyfIJIhPwt8VgYmq9pjp7ciAelo5Za5/wJh7wryZ+046eWI5/CLBMbiSudvbxzsT4ii//ecpU/4bD3N8uHwgvl76seA/HDwB5VbviiJoBa5E8ogdyfnwoqFP0zpkXy5w7QEy7nxo0bCA8Px7Fjx/DGG2/w8mfvsv7SpUuRmJgoej0/Px85OTkAgOLiYmRlZYleT0lJwTPPPAMAGDRoEObOnSt6vW3btprnQDlD/u7fJ/kjCEJfuFr+5syZA5PJJFoJCQkArHP+RowYAR8fH/j5+cnO+UtOTobZbEazZs0qPeePa/gyN7gAPw+Ltcrf9wlW+dvS0K78nR8bwbThi7Db5/H+iTZH4zZHZ2qWP2HDF26kgr2GL/aqfXJ/r6nyJ5A/6Zw/YSbpkc8wywC81FL+2KecYCmNfXCk4Ytw1IMW+ePET0n+1Aa8v9o6B/GS5jaT/YtF9wmlHT7tjXpwVP7sVf+WahQ/ezLI/f0QX+WqHy2SP6NCT7icqVOnYsaMGQAgkj97l/WffvppDB48WPR6SUkJ0tPTAQDZ2dn429/+Jno9IyMD06dPBwD07NkTL774ouj1bt26YcWKFbI55ZoAVJXFn4jlr/Tefftf9CCoX9+69A7lZAvlZIub5HS1/LkaTv6mBVjl73DvZHHlb0tDlK6pLSt/l/KbV6nb54mUBLvdPuXk704NT5T5VO7On1T+lKp+SmMepI1elO78yXb7rK0+5J2bPZhRX3zMNco7A6ta5/DSIuz2qXa00t59PyX5+6STZMi7Z8WdP7XKn5Zjn3JZ5I58Lm85iX/WWuRPrvJ314FRD8I5f1orf0vtiKDSx+cFFyDEJ0VVVP401cCfOr07Z9TcJH/Oh54wgO+++w4tW7bEzZs3AcCm8qd2WX/p0qVISkoSvV5QUCCq/I0bN070empqqqjyN2/ePNHr7dq1e6CVv+c/OSmSv9ul9+x/0YPATRpV6AbKyRbKyRaDNHxxFZz8TS2Xv4M9+6rL39wGzORPS7fPvd2GiDbK/pZ43KtVwyH5+7xLGhP5k5vzJ/yYI6MelORvY9Ro0YiHxpau6GfJl+3yqXbvT0n8HK382ev2KXfnz5E5f6ta5yC3sbjS2c57BF5vM1507FOp2Ytqt88ayqMeHK38cc1ftDaAUVrLWuRifMNi+FniVEVFz41TjJqb5M/50BMG8OKLL8Lb2xt+fn7w8/NDnTp1ULNmTfj5+eHbb79Vvaz/2WefoVGjRqIZT3FxcaI7fx07duRfKysrQ1BQkOjOX1paGv/6tWvX4OXl9UDv/Enl79Zdkj+HoJxsoZxscZOcJH8V8jcvuACnhnTF1d+ycONkH/ljn3Mb4Np0f5H8ccc+z6THMB/1sK3jY6KNclNLIspqe1S68ie88ydt9qImf3LSJzfqgTv26Yj8CRu+vBM5FlHeGaJN68h6RYpypSZ/SiIoHfKuNOpBTv60NHzRKn/cipfIbh/vPKwtr+QJ7/zJVQA58ZM79sl1+zw1pKuo8rembbZI/uzN+pPr/KnlqKfcn5e1yLX5fY0mUUbNFSBiaAAAIABJREFUTfLnfOgJw3rf7/z58/xatmwZ2rdvj/Pnz6OsrEz1sj7X7fPZZ5/F7du38d5778HX1xe//fYbgIpun2+++Sbu3LmDF198Ubbb565du3Dr1i1MmTLlgXf7fO5jsfzduFNa5e/JBDfZtOoGyskWyskWkj9VhPI3P6QA5zKi+Tl/sg1fJPJ3Iae1SP5+HhaLU0O64sdBcTajHipz529rdIa6/P0tGL+NicTPw2Lt3vmTG/Iu1+1Ty5gHaadP7q/vtx8lGjcgJ38XJ4QrjnqQk7/0ukU29+mExz7lGrzYkz9h5Y+TP+moh8rI32oZOVWTwJXhE2x+37Q6hbzQSSt/cs1fqiJ/atU/uVEP9o502rvvt7RFrk0DI6NJlFFzk/w5H3rCMgiPfQL2L+sfO3YMXbp0gZeXF8LDw23m/O3btw8RERHw8vJCx44dcfDgQdHrH3zwAcLCwuDl5YWEhIQHPudvkUT+rt0m+XMIyskWyskWN8lJ8icjf3/kaur2qVT5E8qfVPyOJPcSyR93708qiuqVv4fsVv4OJPa3qfwJJUvrkHe5Kp/0/p9Q/jZGjbYrf45W/tLrKlf+lIRKOvJBabaellEPavJnb8i7mvit0iB/wjt/Wo59vt9+FN9sR0n+tHT7XC454mmv6if3cbmPzQsu0NTlU88SZdTcJH/Oh56wwWGxIXr2I7H8Xb55l0EyBrjJplU3UE62UE62kPypImz4Mi+4AH8WhmmSP+mcP+mdP0crf5WSv6Xllb9RUZrkT3jsk5M+bq6elmYv3J+FYiI9+ik99smNejid1kVT5W9D1BhF+VO776c0409t3p/Wbp9aKn9yox6EP0tu1iCXXfr7DqtTJKr8qTV7kbvzVxn549ZLMgIoFb+q3PlbHJaHSO+RhpYoo+Ym+XM+9IQNjjPk768bOhkI3bKldekdyskWyskWN8lJ8mdCSWARP+rhekljh+Xv/NgImyHvWuRP2u1TOuT9h4E9ZOXvXr2aKAuoKXvs80hyL7uVPy0NX9Q6fcrd+xPe+RNW/oRz/u7VrYX7DR6SlT9OSNWOfSpV1exJn9rRTy0NX+761Ma9urXwR3ZbXv52xKTLdvtc3UZ5DIXSHUW5yt/aSlb+hA1fbnpZcMdiFsnfm+3G8c9Rbcj7coW7fnLdPrXe/XPk2OcpDy+c8vByuTA5uvScm+TP+dATNjgsNkQLPzohkr9L13UifwRBEOWQ/Fnlb2ZQoTb5K+/2eWVKkOjYp5z8sej2KSd/lyc3q5jzVy5/9rp9fvyIfflTa/YiFEC5eX9K3T6lQ95vzm0gkj9pt0+lhi/2un0qyZ5a50/pnT+lY5/cnL8/stsqdvsUyp/aHEItxz6llT9psxe5O4Dc8Vuh/H3ZfRBOpsYrjnp41Y4AynX4VKoCau30uUyj/NEi+TMi9IQNDhP52yGWv4vXbjNIRhAEwQ6SP6v8PVUufzdmN9Rc+XNk1INQ/KR3/tSOfco1fNEif2qVP0605Ia82+vyqSSDSnP+5ORPeOdPS8MXrtunVPyEFSxO8F5pNdHhhi+shrxzGeWqf0oiuKp1Dh6tK55rGOk9EqsFox7kOn5Kq37CO39C+fthYA/Nxz7V5vxpPfppTwaXtci1+X1pkfy5C/SEDY4z5O+PK7cYJGPAf/5jXXqHcrKFcrLFTXKS/Jkwo1z+FoTko3SdF65cLHRI/riGL86Y83esX5LNkPdPIoagdL1/pRu+2Ov2qVT5U1qc+Nkb9fDn6FDcnFJPdc7f++1HYWQ9sRx08B4lK1XCbp9KFT+5jwuPYGo59nl2YBT+ymrm0JB34aB3NRF8vc14zG5WKBL8NpbhNnP+5ORPWA2U6/b5r859cKpPZ0X542RZWvnTIn6OdP2USuLMoEL4W+JVRSXSHINIc4zLhcnRpefcJH/Oh56wwWGxIVogkb/zl3Uif27SqEI3UE62UE62UMMXVYTytzgsD6Xv1dEkf3LdPqXyx1XzpDP+HJG/4/0TbY7J3anhKW74omHOHzfqQTjnT1r1k1b/5Dp+Chd3NFGu4QvXdERrt0/h7EGp/EV5Z4iqdXKCZe++n5Y7f3KjHuw1fJF2+1TqSCqVTuFaGT4BbSzD+d/XzxKHBSH5ssc+tTZ84Ye816ypeuxTKn7CCqBWCbRX7ePu/Qk/r533CFVR0XPjFKPmJvlzPvSEDQ6LDdEz24+L5O8/f91kkIwBbrJp1Q2Uky2Uky0kf6oI5W9Zi1zN8sei8idt+CIURa7hy/H+iTaVvzs1atnM+VOr/H3eJY2v/CnJn73Kn9qcP7Uh78Jjn1pGPWyMGo2FofmiSpi/JR4LQ/MVq2pqM/7Umq1wlT9uVt6GqDHY1EF8509N/jZ1yBTJH9ftU07wlDp+chmG1RELb2b9YofkT3bOX42Kbp9fdh8kkj/hfT+5o59aj3+qyZ/SbMBlLXIxI7BI9M/YSBJF8kcoQU/Y4DhD/s7+eYNBMga4yaZVN1BOtlBOtpD8qSKUv5daTkLp1sa8/N35oq1q5U/Y7VOr/B1J7iUSPLUh73YrfyrHPrnK34HE/naHvHPSJpW+dyKV7/rJSSA3OkKu8icc9aBU+ePyrI/IElXC/C3xWBCSz1fquOOecvfo7B33FFbguO+3us14Xv6kDV+0jnoQ3vlTEj6phArvLs4MEh/97OA9ipc6e/InHfLOj3oor/zZO/b5ssKQd6n8SY9vch+zJ33Sj3F/Fv4zNpJEkfwRStATNjgsNkTzPxTL3//9l+TPISgnWygnW9wkJ8mfCdMCrN0+X2o5CaU7mmo+9imd88cNeVfq9ims/mk99nk6rQsK/IpFm7hrptoos8gf++RGPUiPfWoZ9VCZMQ/Se3+VOfa5PWYkL3/cklbCRjcoVu2k6ciRT6Vun9yxSemdPzn540Y9yFX+7HX7lMrg623G4+VWE22Ed3FYnsPHPoUNX+zJn9ycPyXpk3b/FL7miPxx32N5y0mYGlCkePdPzxJF8kcoQU/Y4LDYED0tkb9fLl5nkIwBbrJp1Q2Uky2Uky0kf6pwlb+SwCKr/H3azGH54yp/QvmTq/wxkz+PcvnTUPmTDnm3N+dP7q6fvRl/3NeoDXnXcudP2H10XnCBqBLW0Txa1OFTTqQqe+fP3qgHrUPepXP+tIx6EGaZGiA+Cjm2QbFD8vd2hMyxTw2VP7lRD3LjHuRkUOlop1rDF07+Xmk1EQN9CmQFUM8SRfJHKEFP2OCw2BDN2yaWv9MXrjFIxgA32bTqBsrJFsrJFpI/VTj5m1Euf3d3hVZa/qrS7VNu1APXpn+Kv7gKxlf+GMkfV/XT0u2TO2KoJICc/G3r+JjDxz6Fmda2G4dwSxr/Oze1JIru/UnlihM86agHqRRKj1++LrnzV1n5E1b9pPcShZ1J5Tp/cmt5y0mi6l9TSyIWhOSryh/3GovKn1T+lrdUPvIpN+ZB66gHofy92joHKZZ8m/t/epYokj9CCXrCBscZ8vfTHzqRv8RE69I7lJMtlJMtbpKT5E8if7ubi+VvS0NNc/4cGfLuyJ2/U0O6YlOHTNEm7p816uNecK0qyZ8jYx7sHfsUyp90zp9Q/u42NeNeSE27xz65KuQQ30LR7z22QbHsnTqp4CnN+pNKICd/SqMeOPm71cgXdwO8HJI/tWYvcuLHZZkWUIRAn17879zVbDvYXav8Xa77MK43qCvb8EUof6/YmfO3XGHIu1pDF3vVP66z6Kvl0tvBe5RIAL98qA6+fKiOy4XJ0aXn3CR/zoeesMFhsSGau+2YSP5++P0qg2QEQRDsIPkTy58jxz6lQ96ld/6k1TytlT+p/H38yAg0tSTym7ggnz64lN/cYfmTdvuUHvmUyp/aeAc5+bM3548b8n5xQrjqnD+u+cxTkiYoj5jH2kiTvSOfcpVAR499ah3yLjfmQe3op1xH0NVtxmOgT8WR10CfXngqqFD1yKeS/H3ZfRD/vyEl+RNW/6QVP7lun/Yqf3LSJ5Q/oVBy8re6zXi80moiHjGPdbkgufMi+XM+9IQNDosN0ZytVvkLmWGVv5PnrzBIRhAEwQ6Svwr5W9Yi1/bYp0LlrzINXxw99slt3H8a3A1x5hzRRu7NduNURz1omfOnJH/CO39SCXyzXDSkIsjJHydQ0jt/p9O6qMqfMBOXZVXrHJEQNLUkoiSwSHGOntZB70pz/pSGvNuTv/URWZWSP+nxUy7PSy0noas5mxfAIJ8+mB9SoHnOnz35W9M22+bOn73qn1yXTy3HP5Xu+wmPfa5uMx5vR4zFyvAJiDWPc7kkuesi+XM+9IQNDkv5a/7kDgRP347j/9GJ/B04YF16h3KyhXKyxU1ykvyZUCKQv9KPA3Hlj1yH5E+u4Qsnf9y4hsoMeefu/J0d2RHjG1Y0fenjFYk5ddJx5wWzw3P+lO78SSt/SiMd5Cp/QvlTavhyOq0LLqcF4daEOnYrf1yW9RFZNvPgOpmzsDJ8gqr4VXbIu5L8/da7Da48GmC34YvcnD818ZNm4daattlY3nISorwz+N87zmwVNbnjn8I5f5z87Yodju/ax+OXuGhN8ufomAdHlly3z5dk5O/99qOwMnwC+lny0c+rI/p4RbpcmBxdfbwidZub5M/50BM2OCzlr2XJRwievh3fn7vMIBkD3KRRhW6gnGyhnGyhhi+qCCt/S5rnofRti1j+NBz7lMrfqSFdZeVPa7dP6bHPsyM7Ynazivtvf5lq4KqpNm7Mbqh47FMof1q7fcod+9Qy5oH7PO7YoVBA5Lp9aq38rY/IsqkGBfr0wtSAIlFDFa3yp6Xyp3XUg5Y7f1qkT1r9446hrm03DtMCihDpPZL/3UfWK5IVQDn509rwZWX4BNU5f/YGvduTPaVRD0rytzk6E1ujM3Ddozb+MtV0uTA5uqjhS/WGnrDBYbEhmr3lewRP347Wsz5G8PTtOHL2LwbJGOAmm1bdQDnZQjnZQvKnilD+ngvLQ+mrnkzlT+uxT6VRD5z87e02hG8E8pepBi6bauJkarzD8rc5OtPhOX9alnDUA0v5W9tuHJ4KKkSITwq/ie1oHo0lzfP4DpqOVv+kd+zsVf6cJX9KlT9hphmBFQLoZ4lDel2rALKQP+65OTLoXYv4yQ11XyoRP+GxT+7OJSd/Hz8yAndr1MINj9qi6qcRFslf9YaesMFhKX/tZn+C4OnbcfgMyZ9DUE62UE62uElOkj/rsc+Scvm7+1JtzfKndOyTkz9HGr7YO/Z5dmRHJJkniTaY22NGamr4wh37rEy3T3vVPq3HPisjf9wA9TVts5FZv1h0/HOIb6Gi+Ml1+1S6a8eJFndnjoX8VfXYp1D+1kdkiSqAfpY4DKtThJXhE2TlT2nUg9Kxz6rIn6MiKDfnj6v8SeWvtGZN3KtVA0ua52FkvSKbURB6XSR/1Rt6wgaHxYboqXL5i5hjlb+D//cng2QMcJNNq26gnGyhnGwh+VNFKH8LQ/NxY3bDSt35+21UlEj+fhrcjan8/ZHdFqMbFIs2mAtD8x0e9SBs+KJ2509O/pRkkDvyWVX5k84d5O4Ycnfgupqz+Y1skE8fTPEvqpT8SY9ZCuWpsvLHDXl3VP6kox6kmbjvPSOwCH2889DY0hX+lnik1bHKL9ftszLyZ+/Yp9xxTy0D39UEUK7ypyx/NfF1fCrejhiL8Q2LRdVfvS6Sv+oNPWGDw2JDNGuzVf7az/sUwdO349tfLzFIxgA32bTqBsrJFsrJFpI/VbhjnyWBRZgfUoBLuS01yd+VKUGqlT9H5U+t2ycnf4vD8kQbzEfMY3G4d7JDxz4rK39qVUBO/oRD3uUavjgif9zPE95vmx9SILr/18F7FBaH5Wk69qlWbVMa9fBNQgqO90906rFPqfytVpC/te3GYUnzPCQLBHCwb6FoTmFlKn9qVb+XZP4qFDitg9/V5G9l+AS78rc1OgNr243DZP9iDJbMftTbIvmr3tATNjgs5a/j0zsRPH07vvmZ5M8hKCdbKCdb3CQnyV+F/M0LLsD5sRG48nsOE/ljNerhTHoM/shui+/69EaQTx/RBnNrdIaq/B1I7G9X/qQCqKXZi3TMAyeALI99CuWPk6KZQYUI8umDxhbrEciBPgWa7/0pHftUk7+qHPvkMjnS8EWp8scJ8OKwPGQ9bD0C62+JRy/vXCwOy7N7509tyLs9+atM0xet8qel8rc5OhNr243DqtY5WByWh+Imxbq9C0jyV72hJ2xwWGyIZm4+iuDp2/HIM7sQPH079p/+L4NkDMjIsC69QznZQjnZ4iY5Sf6s8jczqBDzggtwLiNaXf7mNuDlT6nhy+m0LjbyJxQ/R499cvJ3KbclUiz5eL9GQ7xfoyEaW7qiJLAI58dGaKr8Cef8qd3548TLkYYvavJ3uHcyTqd1we0WviiN9MR/J7VSrPxJRz2slRGrzPoVYy+CfPrwd+DsiZ9UAqVD3pWOfV4Lehi3W/nIyp/wXqKc/Gnt9ql0508qf2vaZuPV1jkoCSxCmGUAGlusDXCKmxRjQ9QYUeXvQqMAXG7aSLbyxzXLEY560DroXevQd7Wjn3Jz/oTyd7FxU1wJaMjL35vl8scJ68ygQkz2L0YryxCXS5VwCf+/qbdF8ud86AkbHBYbopJNVvmLXfAZgqdvx1enLjJIRhAEwQ7uve6bb77BrFmzMGDAAMTFxWHAgAGYNWsWvv76axcndC5S+TuTHiOWP4WGL47Kn1zl70RKgqZun5z8XZkShFdaTRRt6Lqas/HzsFj8PCy20qMeuLt6wsqfUsMXtY/bO/bJDXlXkz+lO3/CI5XLW05Cet0i/hkE+vTC403l7//Z6/ippeHLL8M7Kw55F8rf62203fmTflzu6Kea/HFrYWg+upsnoLGlK1pYBiGtTiGTIe9q4x7k7vgpdfiUa/TCrZfLf+YqBfn7JiEFPw6KEx375ORPOIy+JLCIvwtLi+TP1dATNjgs5O/Jcvnr9uxuBE/fji9/IvkjCEJfmEwmREdHIywsDOPHj8eSJUuwatUqLFmyBOPHj0dYWBiio6Oxc+dOV0d1CiaTCdMCKuTvl+GdcfW3LE3HPqXyd3ZkR5sh70Kh0zrnT03+Tqd14Y89NrZY737NDS7QLH+O3PnT0uzF3rHPr3oM1Cx/3LHPjVGjFSt/3Hq51USRALawDMLUAG0CKHfs88124xTn/KnJX2Xv/CkNnbcnf6sF1co1bbPxUstJeCqoEE0tiWhqSUSs2SqxnHjLyZ/cqAep/Glp9CLX9VNODOXkz17l7+v4VPwwsIdN5Y/Lyf2cpS1ysSg0HyWBRShuUsyPQ6FF8ucK6AkbHJby1/05q/zt/eECg2QM2LLFuvQO5WQL5WSLm+Q0mUzYt2+f6rf44osv0L9/f9bJdIHJZMLUAOudv7nBBTid1gVXz43W1O3TnvxVttundMi7UP5uLaiD7f59MaZ2OL+p62rO5n+W3J0/4agHtTt/clU/4V/Vun1qqfxd7euP2yN97Mqf2rFPTqw4ARTe/QrxSUFJYJFNx0+hbK0MnyA7VF1J/o73T8Qfcc1xLcVPUf64nErHPrUeAVWTPyUB5D7+UstJiPLOgJ8lDuGWNGQ3LMaJtp1wNqatJvnTcu9PuLSOepCrBKrJH/f8f2gXg3Od2qrKn1AAlzTPw3NheZgbXICiJsXwt8S7RLDG1A4X/X9TT4vkz/nQEzY4LORvxgdW+Ut4/nMET9+OPf/+g0EyBrhJowrdQDnZQjnZQg1fVJHK34+D4pjK38nUeGYNX65MCcLt5y247/kQ/jLV5Dd1/pZ47IhJx8nUeNnKnz35kxM/paOfwkYvjlb+uIYvUvnbEZOOrdEZqvInFCOhAC5vOQkDfQr4ZxHs0xdPBRWqVv6kxyxZD3mXO/IpV3ms6rFPoQByUvdUUCH8LHFoaknEZVMt3K1RC6fTumiu/EklUEvlT+l+n7Thy1IV+RM2fNkRk27T8OVNybFPqfhxa3GYVQLnBRdgdrNC/l7kg1rU8KV6Q0/Y4LCRvyMInr4dSS/sQfD07fj8JMmfQ1BOtlBOtrhJTpK/Cvmb3awQJ1IScO3XEZqGvFem8nckuZdI/k6kJMge++TuA8rJX5m3CVdNtUUbu0TzRBzt21O12ycnWUL54458CgVQ7vinPQnUUvlTkj/uLqLWO39yd+pSLPn8swj06YXRDYoVG76sDJ8gkklp5W9HTHql5U8um9rICan8Ce8h2pM/4ZB37s7ixqjR2NQhE6k+BfjLVAOXTTWRYsnHvrjB2Bqdgbcjxooavigd+1Qa7q4mftJqn9KAd07+XhaMehAe+6yQvxo23T6FlT+hXArFT7gWhORjfkgBHjGPJfkj+XM69IQNDkv5673kHwievh2fnfidQTIGuMmmVTdQTrZQTrbYyWkymRAVFYXY2FjMmjULd+7ceYDhXI9U/o727YlrP6c5VPn7fVw70ZB3acOXEykJmit/3Mflun3y8mfxwH3Ph0RH25paErEjJl1xyPvOzo+Kun0K79dJ5U/tiKdU/ri/vh1RMeSdazriiPwpNXyRHvuUypJQsHp55/LPw88Sh+yGxZqOfrKq/L0uI6hcXqn4Cf9ebtQD14FUSf6E9/6E8sd1+9wQNQY3PGrjqsmTrwS2sgzBqtY5NkPeheInrfhJ7+qpHfNUel1OBIWVvzVtsxXkz3bUw8rwCaKZg8LK33NhYgFcFJrPr4Wh+VgQko9UQZWY5I9gDT1hg8NC/qa/b5W/vi/uRfD07fj02HkGyRjgJptW3UA52UI52aJB/u7evQsAeOONN5CVlfWgkukCqfx93iUN108NrtSxT+GcP7mGLyzu/HHyV2YxId4s7vyZaJ6Iw72TZeVP2O3T3ow/acVPy/FPRyt/J1PjbY59cqMe1Bq+KN2l42RqYqOKzo9+ljjk/n/2zj0uyjLt43h2DqggiJwcTqIoIngiNBGPKJ7IAyiieECEgZltM6NX09VarV7TtVwty3U9vbZlWbqwla25Wq2ZnTxv1paHTmYe8wjC7/1juB/vued+DjM8MMP0/D6f+wPMDHD1uM4+X6/r+v3aWSUNVtjOH4EPJfC3PWEqN+pBLu6BB35ie4gs+NHQR8Mfuf501ENFTc7fqTH9kKybIVyT+WEWu84fb9/P2Uw/3o6f2NjnasWdP0f44xm+0COfy6P4HUACgAQGF5uKYTKma/CnSVVpV7iBSw34e2S7Df5GrNoPU2kZ3jqqwZ9T0upUV1qd6spL6vTx8UF1dbXw9f33318fVXmMaPhbGF4Df1+NrPXOn7Mh70py/uzgz9gIX47ujyBDP+HmLsw4GGU9Jwljn58OSlcc9cDCn9J8P97On6udPyWGL2wwOm+scmmEGSGGNOG6DNMXceMV1jM7c66MfbLwJwZ9UmOfzhq+bKIeI2dLDQDSUQ8VVMj7h/1H45WEaYg1ZCLI0A/d9JME+FJ7308M+lYx8EeiHkiXkxfyfiB1FHfnbzUDfzzwozt/7NcEBpdFmjG+lQVBhn52f5c0+NPkirQr3MClJvyNeu59mErL8I8jP6hQmQrykptWj5FWp7rS6lRXCuBv5MiRKC8vx5tvvvmbhb9Ha+Dv3eQJuPHlcKfHPtmcP7nO35H0QYpz/s5N6sHp/DXCjUUBDrtMQ/VFOJQ2QrbzJ2X4woNA+vMtNbDBgz9yA7+rx+Q6GfuUgyvi8rm64xx0008SbuhjDZlYFVMo6/aphuGLkqgH3s4fD/7INWABUGznj+78VVLw98H9Y4Sdv2c7zoHJmI5gQyrCjIOxLNJsB360w6fYzh8NgVJ7fjynTzrnT3rs03HnTwz+nOn8LZM49OiwBn+anJV2hRu41IC/edu/gKm0DGNW2+Cv7LCHwN+8ebbj6dLqVFdanerKS+ps1KgRjhw5gkWLFmHBggU4ffp0PRbnftHwNz/MgvKe2bhxcmidw58St0+xzl/V2BaoGm/AnZUt8d594xxs7ZeYiu3g7737xuGtXvZun2IZf7TZi9S+nytjnze7+6Gib0tJ+GPHPuXMVGjTEroDSMBitLHYrguY3doidJzonT8CT7ycvyux7XErqbWizh8BOHbEU6zzxwNRGuhoAJYyfNkaP90B/s6FRuOXqDAHt0+yn7jEVIxw41CEGQcjxjAGT0WasSK6SLLjJ2b8IrbnxwIhm/P3Egf+3uqVhR/ConAxOkzW7XNFdBFWxhRKgh99aNBj9wGXRpgxL9SCrvosmIzpLmUGrm4WgtXNQtwOehr8uUfaFW7gUgP+Hn7VBn8PrPkAptIy7PziexUq06RJkyb1pLl9+mBuyD3429VjMm4eHSAOf4v9hZD3SyVR3J0/HvyxXb/aRD1UvtYGleUhuPOMDlce7IBZAVa7m7wIYwbe6pXFhT8y9kmDFgt/zox90oYvL3fLE0YnefD3y5xYbsi7kqgHXuePNXNhAZCclTGFiDNMECC5ly4Pq2IK7UY/CTypEfKuNNeP/H5XDF94nT8CUAT+Prh/DE5kDHDI+WMNX4hbqsmYjnDjUMwLtWB5VJGD2Ysz+39yjp9k508s5P3ggAy7kHfezh+997c8qojr+MmOesp1/uaHWZCoz4XJmI4IYwbCjUMRYcxQZSTU3UeDv7qXdoUbuNS4IZpbA38Tnv8QptIyvPn5dypUpkmTJk3qycfHB1999ZXka06dOoW8vLz6KaiexcLf9oSpuP1psiL4U2r4cmz4QMU7f+S1UmOfdvD3OxNe657rkGeW6VuCQ2kjHHL+6J2/7QlThbgHFv5YAJQa+2Q7f1Lwd2NRgKKxT/L7xELeeW6fYvBHRj2H6osQYcxAO4MtD3BphBlrYwvsOn+8sc9vJ/TBZUukSzl/Yt1KsX0/cuidP9bwhcAhm/PHdv6UwB+b8Tc70IoYwxhEGUZhqr9VgCKlAMgbAWU7gLyxT3bnj8Cf2M4fa/gjWg5wAAAgAElEQVQitvMnB4AsDC42FSNZNwMmY7oAgPRHkzEdIYY0YUewIUGhBn91L+0KN3CpCX9ZL/wbptIy7PjsnAqVqaA1a2zH06XVqa60OtWVl9Tp4+ODiIgIpKSkYMGCBdiyZQt27tyJLVu2YMGCBUhJSUFERAS2bt1aj0XfU15eHpo1awaDwSCcL7/8Unj+6tWryM7OhtFoRPv27fHMM8849fMJ/M2vgb8XOs1Gxd6OtXL7dGXs05mdv7v5Otwtao07z+hw2RKJH6Z1w/q4WQ5jaiuii+x2/ugOG935I2OWYp0/XrC7mOGLVOfv1/vb4c4Ig9M7fwR4xJw02XFPGmpYCFwaYUY3/SSEG4eincFmBrMqphAbu8wUdfv8JcmE66kBitw+NzAQx5rAyI1+8uCP7vyR38EbEWU7f19Hd8OPXWMc4I8OeWcz/ggEroguQrJuBuIME5Cgz8GC8BIsNhXj6agiWfhTsvfHhryzO3/fxnTFT92ia2X4QgMgGflkRz3pkU+SCThQN0cU/iKMGcKJMYxBjGGMHQg+0jwSjzSPdDvoafDnHmlXuIFLDfh76BUb/E1adwCm0jK89omHwJ+XGFV4jLQ61ZVWp7pSEPJeVVWFN998E/n5+ejTpw86duyIPn36ID8/H2+88Qbu3r1bjwXbKy8vD3PnzhV9ftq0aRgzZgyuXr2KI0eOIDAwELt27VL881n4WxtbgIo90bV2+3QV/pR0/ojhC+n8/ZCbgP+Ouw9T/Kx2nYhOhnHYmZQjG/XAM31hu390rh97pMY+P+w/WtLwZU/yeEWGL+spsGK7aTz4kzovdc7HVH8reuimItw4FEGGfngo2IKVMYV4rXuuS4YvtCELG98g5fIptvu3ibq+SqIelBi+iHX+1jAASBu+rO44B8VBViToc5Cgz8G4ViWYH2bBgvASScCTgkE5+OO5fSrJ+SPgR0MgDX9i3T8WAsf6liDKMMoO9Gjwo8EwzDhYGA0NMw4WDF88sSOowV/dS7vCDVxqwN/vX/kcptIy5K7/CKbSMrxy6KwKlakgL7lp9RhpdaorrU51pQD+PFlS8Hfjxg00b94chw8fFh6bP38+MjMzFf98OuphQXgJ1sQWoHJnO1U6f+wen9KQd9bwRQr+LlsiBfjb1zcTifpcuxu+ca1KsD1hqujYp1TOn1y+H+v46UzUA53z58zYp5jhCw1/dPePjYFgRy1z/CzorZuOIEM/hBkHY2F4CTbEzZKFv/Ke2bXa+XM26oGFP7oDWFv4Y0c/eU6fpNM2TG/rCN6vm40Hg63CyLTSTiBr+CIX8i7V+Xu24xzh5ytx+1Sy+7c0woxJbSzC6Cvp8BHwI4+Rj+HGoQg3DhX2Ja/4NMVln6YINw5FsCEVQYZ+wkcN/rxf2hVu4FIT/qb95SBMpWX428dnVKhMBXnJTavHSKtTXWl1qisvgD8/Pz/4+fkhPj4ezz//vPDcZ599hiZNmqCqqkp47NVXX0VMTIzin8/C3+qOc1D5Whu3wZ8Swxcx+DuRMQAroouEkUZyxreyYGdSDjfqgYCfWMi71J4fO/b5SsI01XL+pOBPLOZBDAJ5AEggckPcLKzuOAfDDWb00+WjnSEFaboCrIwpxI7EKXbwd35mFxxJH4R9fTNF4U/Jjp9Y148XP8F2/ngdQLGdPyXwx+b8rWa6fmLOn09HFWGovgipugKM9S3BQ8EWFAdZHUBQLOpBCv6cyfkTi3t4muoCigW9iwHgrAArYg2ZiDKMgsmYbtcFJF0/GvjE4C/MOBghhjThOQKBBAjJ7qAGf94j7Qo3cKkCf3+zwd/0DTb423ZQgz+npNWprrQ61ZWX1Onp8Pfpp5/iwoULuHv3Lvbv34+goCBs3rwZALB//360bt3a7vW7d+9GUFCQ6M9bvHgxGjVqJBwW/lZEF6FidfNaw5+SkHexnD9ynOn8fZ2ZguMj0vDpoHSYg6x2+3/BhlQ8GGzFjsQpDp0/XtQDz+2T7fiJ5fzR8EdMR+Tgr7xntlM5f0rgjweDYvBH4Gl1xzkY16oEXfVZaGdIwWhjMVZ3nIPbjZujqnlj/JzfWYA/qagHMUMa2pnU1bFP3uins50/Aqm1gT/W/GVcqxIM1Rchz9+KB4OtmBVghaW9lev06Qr8SY19Kun8SY19ssfS3gZ/vD0/Ano0BJLRTwJ/Vyj4ow95DfkZUYZRCDGkIdiQWi/dQQ3+6l7aFW7gUuOG6MEa+Ju18WOYSsuw9SMPyc/ykptWj5FWp7rS6lRXDRz+WC1btgwjR44EcK/zV11dLTy/fft2lzt/j4ZZsDTCjBuPBdZ7548Hf0p2/ujO3/ERafhi6BB8lDoSxQwAhhjSUBxkFW6wxXL+eF0/sZw/ubFPV+CPdh9l4Y8FKjHTF7nDwhYb8r6oQwlmBliR42dBsCEVl32a4lbj5ijvmY0j6YO4OX/EmEYJ/PHq58GfmNtnbXf+aPgTG/mUgz/eiCcZw5ze1oqRxmLk+FkwL9SCqf5WzAyw2mUIurrzt5Ya+WSdRJ0BPykAnBdqQTf9JIcRTxb66EPgju78EcgjzxEIpL+fhkMCgqQzSLqDGvw1HGlXuIFLTfibvekQTKVl2Pzvb2tfmBrykptWj5FWp7rS6lRXTsDftm3b6qOiWumpp55CRkYGgHs7f0eOHBGeX7Bggcs7f4+GWbDEVIyrD4Xj5tEBboM/ZwxfePD3ycDh+LD/aDwUbLG7eQwxpKEg0CoAGg8AxcY+xbp+rOFLbcY+nen8Se39yYHfOg5okbHVN5Km4O3eWdjXNxPv3TcOC8JLcLNRC1zxaYYU3UyhQ7yrx2QHwxc5QxpnDF/kcv54bp/Owh+pTQz8ePAnBn1iY57W9laMb2VBjp8FT0WakeNnQXZr2981EvLuLPyxUQ+8zp/c3p9U1t+C8BIk6nMF4CPjn8TYhR33pL8mnT8CeTz444FjiCFNeC7EkCZ8HWHMsAPC2oyKavBX99KucAOXGvD3u5c/g6m0DIVbPoGptAwbP/y29oWpoVWrbMfTpdWprrQ61ZWX1Em/14WFhSE7OxuXL1+uj8oU6ZVXXsG1a9dQXV2Nf//732jfvj3Wr18vPD916lSMHTsW165dw9GjRxEUFOS02ycNf4tNxbhY2NEl+FPD7ZOGP7Gxz7sz9bhb0Io79kng75OBw/FR6khMamOxuwEMMw7GzAAr1+xFrvsnt/fHgz/a7fN63wDcSXc+6kEqQ08J/NG7fzRs0Tl5NPwRt89DaSNwfEQaLiSY8En73lgTW4B+unxEGDMw1d+KPH8r1sfNEoU/pSOfPMMXV0LeWfj7b2Q8fuoSLcDfzqQcu50/Fv6UACAP+sSgkAXBFdG2sdApflYsCC/BExHFGN/KBoOrO86xg78zMXE43zVKcc6fs2OfLPDRjy02FSNFN5Ob8cf7mga8PzTvhD807+QAhjzwo7+mP6fhj4ZD8hgNgc6Mi2rwV/fSrnADlxrwZ62BP/P/fQpTaRk2fPCNCpVp0qRJk3qi3+suXbqErKwshISE4O2333Z47a+//oo29dzt7N+/P1q3bg2j0Yi4uDg899xzds9fvXoVWVlZMBqNCAoKcinnj8DfI6EWLOpQgh+mdcOtw/e7DH9syLva8Fe5w18Ieafh70TGADv4+3zIMOxMysFY3xIHAMzztzrEPMh1/ljwc9bt82JhR5dD3ukMPGe7fuy+3/KoIqzuOMfOLXNr/HQhpoKFv9NZvXCpJArnZ3bB1vjpWGwqhjnIihBDGoYbbNEAT0WahTrF9hKlxj+ldv6Uwh+b8/fB/WOE7rFU548e+2QBUG7XTy70XWrn76lIMwrbWVEcZMW6zvlYYrLB4LxQCz4ZONwu5J3t/NFun1LwJxX0LtYBJFl/9LgnG/HA2/cj4MZ29sT2/3jwR4+Fst9DAJD8DvZxAoViQKjBX91Lu8INXGrAn2WbDf7Ix/Xva/CnSZMmzxLvvW7r1q3w9/dHYWEhDh06hI0bN+L3v/89OnfujF69ermhyroTD/5OZ/XCrc/7ujz26Qr80SOix0ek4UTGAKfgj7h9Evg7lDYCnw8ZhoMDMrAtPg+W9vYZgOHGoZjqb7Vz+xSLeFAS+l5b+CMupDT80eAjBn48+ONFPRC4IIYha2MLHJw1xTp/BP7oqIfXuudiYXgJHg2zoJ8uH8m6GRimL8IwvQ1EnHH8dMXtUyn8ncgYoDjkXeneHwtySsFPzvBlTWwBFnWwOe4eShuBHYlTML6VbWdwU9cZWB83SzTk3RXDF6m4h9HGYkQZRgkjnzTw8fb+yOuUjHjS0Ma+ngeG5HXsaCiBPRYMSXeQdhYNMw7W4K8epF3hBi414Y/s/r24778qVKaCFiywHU+XVqe60upUV15SJ/1ed+rUKSxevBjjx49HcHAwGjVqhMaNG6Njx4549NFHsW3bNo8aCVVDBP4erRn7XNShBF+O7o/bh3rVeufPVfgjTqBi8Fc1oSWqso2SO380/O1NeQA7k3KwLNKMKMMoOwAcqi/C+rhZ2J4w1WHkk7fbJzb6qQT+bvbwQ8X9OlH4kzJ84Y1T8kLeed2+WQFWARZIyDs9Zkl3/njwdyUuGDd7tRENeV8RXYSF4SWwtLd1A3vp8tBPl48cP4vD+Cev+8eCn5jbJ8/sRQr+zoZ3xIXoDvhqbF/FnT9Xu35SECiX88fb+fuuQzS+C4/BS53zsSqmEFu6zsDSCFscx9AawObt/LHxDkrh7ynm48TWFiHfj97vYzuB5DnyuueaReHZZpGi3T8WEFkoZPcA2cN7nh4VpQ9rHqPBX91Lu8INXGrAX0kN/D30yhcwlZbhhX99rUJlKshLjCo8Rlqd6kqrU105YfgSGxuLESNGYM2aNXj//fdx6dIlLF++HEajEYsXL7bL0/MWEfh7JPTezt+R9EG4c6C7ajt/JLjd2Zw/JVEPV35n4sIfGfs8OCAD7903Tgh5Xx5VBJMxXQDAIEM/9NLl4YmIYgfTFynHTxYEa2P4oiTqQQn8sbl+he2sWBlTiKejigTQ4EU9kP06Mfjjhbzzoh5e6pyPJyKKsdhUjFkBVpiM6eily0MvXR5mBVglDWCkOn9syPsG6jVS8CeX8yfX+VMa81Dbzp+o4UvTpvgodaSw87c2tgALw0uwMLxE+Dl5/lYk6nNhaW+VHP1U2vUjnb9M3xK7fD8a4sQAMMw42C7qgWf4wo550iOcPHijO35sd4985H0v6fqRv+Pa2Gf9SLvCDVxqwF9xza7fvO02+Fu7V4M/p6TVqa60OtWVl9RJv9clJSWhoqLC4TXHjh1Djx49kJycjK+++qpOynSXfHx88AgDf3uSx6Nib8daw1+du32ubGkHf7ydv49SR9rB386kHKzrnI8U3Uy7faBYQybyasZA5eBPqvNH9ubq0u1TLEqBwERxkBVPRBRjZUyhAxDWJfzRNa6JLcDSCBtMPBJq6yJ1009CN/0kzAu1OPx3sN1IKcMXMfgTc/sU6/wpiXpQGvfAmrtIndUdlef8fZQ6EjuTcuxy/uixz6URZsyviWghHdgEfQ666SdhYXgJlkvAnxgALjYVY7jB7LDnR8MgDYBsyDtx+6ThkLyOBTbW1IWMctKvY8c76ccJXNKwpxm+uE/aFW7gUhP+Hn39MEylZfjzex5y0+QlN60eI61OdaXVqa5UyvmrrKzEggULHELVG7po+CM7f7t6TEbl39u7Hf5I5+9sdk+X4Y90/t7qdQ/+3kiago1dZmKKn9XBCCZVV4BNNSAhBn1i8PdKwjRFnb+LhR1xcmQqd+yTt/NHoGo9BwDp7hmBgdUd52ANA328kHcWtJyBPzbqQcqR9IVOs4Uu1NIIMxL0OehkGIdOhnGCYyj5PrbzJwZ+znb+Puw/WtHOnxj8Sbl+OnNW1nT/1tT8XrmoB9L5E4M/8jPpbh/pDj4VaRYeH6wvRG/ddAfwEwPAwnZWxBjGcHf86PFLGhDpnD92f09sh4+GOXYfkN7tCzL0E2JbaMhzJvZBg7+6l3aFG7jUgD/i8jl/xxGYSsvw3D9PqVCZCvKSm1aPkVanutLqVFcqh7wfPHiwthV5lHjwt65zvg346jHqgTf2STp/ovDHjH2yhi+fDkrndv5Il+3lbnlY1KHE4WYyyjAKxUFWSaMXJSHvNPx9Mz5ZEv6UjH3yOn+ky5bd2iLADN3RUprzJwV/VQz8vXffOOzqMRnbE6aKdv54jqTkIz0CmedvFTpJ3fSTsDa2QAA6Vzp/5Nq7kvPHG/vkQZ8Sp0+xTqCzIe8HB2Rwox54hi8rovm7fk9HFWGJyTaOS9w/n46ymfN000/CYlOx0KUl59EwC7rqs+xMXmgQjDBmCEBHd/VI5y/KMErS+IUFP3oUlPyuYEOqagHvGvzVj7Qr3MClCvxttcHfwjePwlRahlXvavDnlLQ61ZVWp7rykjrVeK9ryOLB35rYAtxZVQN/O9upBn80API6fydHptoZvjgb8s5z+yTw91avLOzqMVlw1aTNVdZ1zkeMYYzdjWKIIQ2dDOOwrnO+ADhs54/e96Ph742kKXaOk3Kdv/Ke2dzOn9zY54a4WZgVYBV2+qSgT8pgRc7tU27sUyqLkP69vFoIzKyNLcCK6CJ0MowTAKEg0Gr383kQSD53JeSd7ooqMXyh4Y2X+ScV9s6+1pmxTwJ/Ym6frOOnUrOXpRFmLKkBQgKFi03FiDVkIlGfizjDBIfxTTbbj9f5I2OfIYY0RBlGCYDHxkOQx0hnL8YwxuUAdw3+PEPaFW7gUhP+/rDzGEylZVi5+0sVKlNBXnLT6jHS6lRXWp3qSoM/SRH4I46fC8NLsCqmELeeaIOKvR0d4W+xvyL4+2psX9mxTwJ4zuz83XlG55ThC6/zR8MfyfrbGj8dDwZbHW4YQwxpyPQtsesCysEf3X3idf5+mRMrCn88t0/S6aJHI5dHFWGqv5Vr+OIMALLwR+f8HRyQIQt/vLFPsUgKXug724mkwXSKn1XoEBEQ5zl+KjV8ISHv7M6fkn0/KfDjBb/zHqO/39mdP9L5I/XyQt7ZyAca/JZRgMfb+6M/J6Y99+tmCzEOtHlKuHEoYgxj7HYACeDZ4K+ZQxQEDX/ka7U7exr8uV/aFW7gUuOGqGjrJzCVlmHJruMwlZZhxTv/UaEyFfTqq7bj6dLqVFdanerKS+rU4O8e/D0SaoO/ZZFm/DIn1mX4UyPkXarzd/dhI+4+6ucQ8i4Ff7zOH8n3I0YtBLiSdTMcbhyDDal4KtIsOva5NX66Hfzt6jHZYefv2tD2uD3BVxL+5Dp/6+NmYXwrC1Z3nCOZ88czeqE/p+GPN/a5r2+m0Pn7OSUKvw5vJ9n5YwGVZ0jDdgJpx1JeyDv937+xy0yYg6yCsYfJmI5VMYXYVDMWSq4/DX8nO/fCdz3iJDt/rga8y418ij1Hvo/e+ePB36kuSfi+Z2eHnT85+KOhj9cFVOr4+UREMYbqixwMXli3znDjUCE2JcYwBgUtumBOy3gEG1KFkVA64qE+YU+Dv/qXdoUbuNS4ISrcYoO/peUnYCotw/++fVKFyjRp0qRJPWnwZw9/C8JLsDTCjIvmaD78ccY+f5rRVdWQd7mcPzrkXazzR+f8sYYvBP4IaNEQSEBwa/x0dNVnOYyhJetmCGOgPNMXsc4fG/Iut/PHg78XOs3G+FYWu501KfgTA0Ae/EmNfZ7N7ukQ8s66fbJdP6UB72zIO73PRyBbLNvv0TCLAIMhhjSsjCl0CHkn/4BQ25w/tgvI6/Kxo55iX9OdPzH4OzggA1+O7i9r+MLm/LGdPymnTykIXBphxkhjsd2YJ23yQo9y0kYtJmN6nY5uavDn2dKuMIDHHnsMHTp0gK+vL0JCQvD73//ezkb86tWryM7OhtFoRPv27fHMM8/Yff93332H9PR06PV6mEwmbN261e7548ePIyUlBTqdDp07d8bu3bvtnn///ffRrVs36HQ69OzZE5999pni2tW4IZqz2QZ/T/7jpPBRkyZNmjxJ9HtdVVUVVq1ahT59+iAyMhIAsGfPHmzatMld5dW56Jy/+WE2+FsWacaV35lqDX9SY59H0ge5HPVAw59YyLuSsU8y8kmgj4xv0uelmn1AdkQtwpiBtbEFwrghOVJRDwT+lBi+0PC3IW4WnogoxuxAqx1U1RYAle78KYE/1pRGbNxTCgLJ94vl/JHHWbMX0vnbFp+HRH2uEOpdEGjFqTH98NXYvtjfbyx2JE4RQFVs7JN85Jm9SI2ArmRgbyXnMRoaSedPbOxTDP54nT/a7VNu74/XAWTHPsmZ2NpiZ9zCAiC7C0i6f+6GPA3+3CftCgP48ssvce3aNQDAhQsXkJaWhieffFJ4ftq0aRgzZgyuXr2KI0eOIDAwELt27RKeT01NRVFREW7evIm9e/fCaDTi888/BwBUVFQgOjoaS5cuxe3bt/G3v/0Nvr6++PHHHwEAFy9ehJ+fHzZt2oTbt29jxYoVCA0Nxa1btxTVrib8LX/7P0IH0CM0fbrteLq0OtWVVqe68pI66fe6+fPnIzk5Gdu3bxciHb755hskJibWeZnuko+PD+aG2MCPnGWRZtvOn5Nun3LwJ2f4otTts2pgc1QN0cm6ffJC3sU6fzz4ozt6a2ILEGUYJdjNkxNnmICXOucL8RC04QsLf7c7+aKyewu7zt+e5PHckHfy+zfEzYI5yIplkWbJkUoW9uTGPln4k3L7vB7RFrc7G53K+XO1+8eOfZKfzQt6Z+GPuH2W98zGnuTxOB8UhsuhQcgwmAVoGetbgi1dZ+CFTrPtII/u+skBoJzTJw8GxcY+xeDvQvtQXAkPEu380b+fDXdn9/1o2FPaDVwWacYUPyuiDKPssvrYgHcSyUC6fduaBmJb00C3g54Gf+6RdoUZXbhwAYMGDcLMmTMBADdu3EDz5s1x+PBh4TXz589HZmYmAODrr79G06ZNcfHiReH5nJwcPPjggwCAf/7znwgICMDdu3eF5/v27YtVq1YBANavX4+kpCThuerqaoSFheHNN99UVK8a8Few+ZDg8mkqLcPiXcdq/TNVkZcYVXiMtDrVlVanunLC8CU8PBw///wzAMDPzw+A7b2zTUP473RRPPh7OqrontunAvhjO3+u5PxJRT1IhbyLuX1K5fzR8EfGPOlwd7GA923xeXgq0izcENPjbSGGNCyPKsKmrjOwPWGqbMi7WOePNnzZ1HUGcvwsDmYovI4aC35S5i9s1IOzOX8k6oEHf1LQJ9b5o79HLueP5/QpGvXQtBnuNrsX8k4MXzZ2mYk0XYEwzljYzipAFQGnFdFFouDHjnzKuXzSIEiAkjV82Ro/3dHwpam92ycLf/TP5xm9sF0+KbOXZZzPZwVYHYLayZinyZjOBazLPk1w2aeJ20FPgz/3SLvCNVq7di2MRiN8fHwQEBCATz/9FADw2WefoUmTJqiqqhJe++qrryImJgYAsGPHDkRERNj9rP/93//FkCFDAAArV65EWlqa3fNmsxn5+fkAAKvViunMv3ZnZGTgj3/8o6K61YC/2ZsOCeHuJPLBI+QlN60eI61OdaXVqa6cgL+goCDcuXMHwD34u379OkJDQ+u2RjeKhb9HwyxYFVOIym0GxVEPBP6kQt7ZkU+14E/O7VMO/mgApLt/PPijz7rO+UjU5yLWkCmYXpDzSKgFW+OnY0fiFEVunwT+diROETp/G7vMRF6NmydrpsICEy/MXc78hR6zJPDxcrc8RTl/Yjt/Yp0/McdRdnSV7fyRsU8e8LGHG/VAwd/+fmOFnb+NXWbaRT2QmpZFmhFnmIAYwxgM1N3r0K2MKcTSCNse3PKoIsm9P7njVM6fBPyJ7fxJdf94457LRLp+dNA7HckgB1ga/P22pV1hRv/5z3+wcOFCfP/99wCA/fv3C2NFRLt370ZQUBAAYPPmzejevbvd8y+++CKSk5MBAI8//jjGjh1r9/z8+fORnZ0NAJg5cyZ+97vf2T2fk5OD0tJSbn2LFy9Go0aNhKPGXxICf+v2fQ1TaRn+Z8eRWv9MVeQlN60eI61OdaXVqa6cgL9JkyZh/vz5AO7B3x/+8AdMmzatbmt0owj8PUrB39b46agsD5GEv6sPhcu6fTrT+eONfRLDF9GQdxn4+3RQuiL4o81e5OCPjXl4uVserO2t6KafhK76LLsb5ES97Xe83TsLJ0emKoa/FzrNxswA+4w7npmKGFzxOn/kaxa01ivo/CmBP97On1iXUszshd75kwp5Z41fJDt/TZvi1Jh+3J2/dTU7dDzHT/rz4iAr4gwTEGeYgNmBVgG8no4qwqIOJVgYXoKnIs1cAxi268cb+5SCvwOpo0THPqXgj4U+Gvx4wMfu+y0IL8H0trbOnzOApcHfb1vaFebo1VdfRXp6OoB7nb/q6mrh+e3bt9t1/ojhANHy5cvtOn8DBw60e764uNiu8zdjxgy750eOHFmvnb/8Gvhb//43MJWWYd72L2r9M1WRl9y0eoy0OtWVVqe6cgL+fvrpJ/Tp0wdBQUFo2rQpwsPD0adPH5w/f74+KnWLeJ2/VxKmoWJPtMvwR3L+ahP1QMOfaM6fi/DHdtmcgT8WAsk4KImJGKwvRLJuBnroptqNhS6LNNdktzXBf8fdJzr2uTa2AAWBVsFxlI5REBurlMr5UwJ/vKgHV0LepQxf5MxeeDt/bOeP3fmj9/5EO38U/PHcPln44+X8iTmAWttbkaDPQYI+B7MDrXbPLY0w45Ga7MwV0Y7dQjm3T7bzx3P7fLbjHG7IO2/8U8m+3xJTMR4KtuChYAsS9bkuAZYGf79taVeYo23btiEqKgrAvZ2/I0fudcMWLFggufM3ZcoUu52/wMBAu7HRfv362e389ejRQ3iuuroa4eHh9brzN2ujDf42//tbmErL8PtXPq/1z1RFXnLT6jHS6lRXWp3qysmQ97Vj39AAACAASURBVOrqanz88cd49dVX8dFHH9m9x3qjiNvngvASAf7eSJqCO+93UTz2qUbOn9KxT6XwRwxfeG6ftLkKPfJJAE4M9tjDBr0T+NiZlINt8XkYbjBjmL4I/XT5djfGswKseK17LjbEzRIMSnYm5WBtbAGKg6xCPazTJRvxwI4u0uOdLADyAMzVnT+lhi/O7vyJGb6w14Ad/6TdPqXGPnckOpfzx8Ifb++Pd0i3sLduOvrp8oWuIDkroosEh91VMYWK4E9s548FP9rtkx33FIO/h4ItsLS3Iru1pdaApcHfb1vaFQbw5z//Gb/88guqq6tx7NgxdO3aFYWFhcLzU6dOxdixY3Ht2jUcPXoUQUFBdm6f/fv3h9lsxs2bN7Fv3z6u2+eTTz6J27dv49VXX4Wvry9++OEHAPfcPrds2YI7d+7gT3/6U727fRL423bwDEylZbC+rDxqok7lJTetHiOtTnWl1amuZOr08fFBeXm57PFWkZy/RR3uwd+uHpNx50D3WsGfs50/Hvy50vn7fMgwLvyxnT8pt08p+KPdJWkIJPBH3D6J4+SB1FHY1WMypvhZcb1RC1xv1MJuNDTP34qlEbauy0hjsd0YKtv543XVeCOf7GO8nTtel602O39Sbp9yXT+xnT+pnD+e4cu2+Dy7mA2xnT8W/pTk/IkFu8u5fvIg8YmIYqTpCpCmK8CiDiXYVFM7+YeD7QlTcatxc9xp3Bwf9h+NnUk52NJ1BtbXZD0qHfsUc/t8OqoIyyLNMAdZURBoG2lVC7A0+PttS7vCAEaMGIG2bdtCr9cjIiICc+fOxY0bN4Tnr169iqysLBiNRgQFBXFz/oYNGwadTocOHTo45PwdO3YM9913H1q2bIlOnTo55Pzt378f8fHxaNmyJXr06CGYzSiROvD3MUylZXjl0FmYSstg/j/lv79O9e9/246nS6tTXWl1qisvqdPHxwcRERGShx3B9yYR+FtIdf7e6pWF2weTXIY/V8Y+nYG/yid9UbncXxT+DqWNcDB8cSbqoTadP9I9IwDyYf/RODxsME5n9cK1CcG4mhmGeaEWzAywYoqfbWyQ3Jx2MozDvFAL5oVaMDfEgtUd57gEf1KRD2KGL1Lw99PgTrg6LtQp+HNm5FOp4YsYALJRD+TaH+7eD2f6dRft/LFjn7yunxQAyoW8S4Hgmpo/FzL2SWrfmZSD9XGzsMR3Iv7UdiL29xtrB3+k5oeCLZgdaIsAkYI/dt/viYhiTG9r+99emHGw6oCV0TIeGS3j3Q56Gvy5R15xhRcuXIhvvvnG3WW4RWrA38y/2uBvx2fnYCotQ8HmQypUpkmTJk3qSY33uoYsFv7mh1mwr28mbh/qVSv4q83YJzmi8LfDH5V/b++y2yfd+WMNX8QgUAz6CPjx4G9P8ngB/r6d0AeXSqJw47FA/JzfGScyBuCj1JHI8bMgQZ+DHD8LJrWxhWqTm9WxviUobGfF7EBbh2ZNbIEiN012/08M/ghsuRryvj1hqiz8sRmDPBCUG/sUgz+pqAcC3l+O7i+588cLenem8+eK0ycv54+MDL+RNAVv987CJwOHC3uh7M4fMQQa61uCJaZiATzpoPcV0UV4MNiKPH8rnoq07R/m+Fkw1rfEbhf1t3Q0+Kt7ecUVzs7Ohl6vR//+/fGXv/wFv/76q7tLqjepCX+7vvgeptIyzNr4sQqVadKkSZN60uDPB4+G3dv5mx9mwYHUUbj1ed9aRz3UKfyVhzjAn1TOn5LOnxL4kzN9oUPe5eCvrOckjG9lwRJTsVDXg8FWTG9rO3n+VnTVZ6GdIQXBhlSMb2XBVH9b12aKnxUroou4e39S4MfC3wYFnT8x+HN254+GQLYj+BJVj5zbJ2/nTwr+pDp/Unt/9A6fUvBTOgLK5vzR+6Jy8EcbvvBy/lZEF2FlTCEs7a3ooZuKsb4lwt7pb/lo8Ff38porfPXqVbzwwgvo27cvjEYjcnNzsWfPHneXVedS44ZoRg38vXX0B5hKy5C34aAKlamgoUNtx9Ol1amutDrVlZfUSb/XTZgwARMnTnQ4ubm5+J//+R988skn9VFxvYrAHx3yfihthFvhT27ss6p7U1QltVDk9skzfJGCPzHwk+oCisEfPfb57YQ+qAjX4W5UM/yc3xnHR6ShOMiKRR1K7Nw+6U7ktvg8PBJqwawAK2YGWDErwIqRxmLhZnaYvgjjW1mEk+NnwbMd54ju//GAS8nO360gX1SE6yThj4ynirl9Ko17kIM/nuELDa80/F1uE4DrAW2c2vnjdf+kwt55ZyXzORv1QIe8s26fBP6u+rXF9YA2OJA6CjsSnXf7XBhegrG+Jaru8yk5exu3xt7Grd0Oehr8uUdeeYWPHj2KxMRENG7cGB06dMCyZcvsdvi8SWrA3/QNB2EqLcO7x3+CqbQMues/UqEyFeQlRhUeI61OdaXVqa6ccPu0WCxo3bq1AHu5ublo3bo1CgsLkZ2djZYtW2Ljxo31UXW9icAfDYCfDxmGW4fvdxr+zmb3rFO3z2sPh0kavvA6fzzDF7mdPxr+xPb8lMAf2/mramHL+bswuxM2dZ2B2YFWlPfM5sIfqWET01VbEV0Ec5AVhe1sxxxkFbo6IYY0DNMXIcNgFs5Y3xKsiinkwh/t9umq4QtxJaVrFNtJVJr15yz8iXX+lBq+rJHp/Mnt/rky9ikV9fB2b/GcP3o/kcAf6fStiC7CElMxhhvMbuv0aYYvv2151RU+ePAgzGYzAgICkJKSghdffBG7d+9GRkaGQ9aet0gN+Murgb9/ffkzTKVlyF7nIeYQXnLT6jHS6lRXWp3qygn4GzFiBN5//3275z/44AMMHz4cAFBeXo64uLi6qdNNIvD3SOg9+Ds8bDBuHh1QK/hTw/CltvDH5vzt6jHZ6ZB3ntELD/ycgb9vxicjx8+C17rnOuT80fDH66jxzmJTMSztrbC0t8Jac4qDrIgyjEKwIRWpugIM1hfanflhFocuG73zt69vZq3cPpV0/ORy/pSEvEsZvhD44+38KR35dBb45F5DwI/s/PHgzxZTIQ5/dH10kHyOnwUpuplu3enT4O+3La+4wkuXLkWnTp0QHByMefPm4eTJk3bP3759G3q93k3V1a3UhL8Pv7oAU2kZJjz/oQqVqSAvuWn1GGl1qiutTnXlBPy1atUKd+/etXu+srISvr6+AICqqioYjca6qdNN8vHxwfwa+CPdv2PDB96DvzcDXM75Y4GOBkBXQt6l4O/rzBTFIe87Eh1D3lkAJFAn5vrJPq4U/qqaN0aOnwVrYwvwYf/R2N1noiL4k9qno8c8aQfLBeEleKTGPZT8+c4KsCLI0A/d9JNwv262cFJrogdmBVixu89EVeCPjXqQy/kj4Cfm9skb91TS+Ts1ph8+uH+MA/yRayWV8afU6dOZ7h8Nf+s48Ed3/j7sP1oU/sjPfDTMBn0Rxgy3A5YGf79tecUVfuCBB7Br1y6HmwFa+/btq8eK6k9qwN+0v9jg76P//gJTaRky13ygQmUqyEtuWj1GWp3qSqtTXTkBf3369MGTTz6J6upqALbA96effhq9evUCYIvfCQkJqdt661kE/uZR8Hd8RBpuHh/kNPyRzp9aO3/Odv6k4I8X8v5a91wH+BOLemDBz5Wdv6oWjVHRpBkK21nx+ZBh+LD/aMWdv41dZsoGqNNmL2I7f6s7zsHC8BIs6lCCxaZiLDEVY2mELQZgpLEYJmO6HQwO1hfimk9z/OrTAm/1ysKx4QOxr2+mIrdPsZw/KcdPXtQDr/PHy/mj4Y8NeWfhjzbKkQt5d3XUk41+4Ll9iu38iXX+6J2/1R3nYGaAujl9Gvxpqo284gr/6U9/4j7+7LPP1nMl9S814G9qDfx9cvoSTKVlGPXc+/LfVB/ykptWj5FWp7rS6lRXTsDf4cOHERkZiYCAACQkJCAwMBARERE4fPgwAFt26oYNG+q85PqUj48PFoSXCPC3MLwEP+bF34M/duxzsb8d/P0wrRsX/nhjn1KdP7XGPknIu1znT8rwRarrJwaG2+JtMQ90yDub81fVrAmu+TRHec9sHB+R5gB/dDeS1/njjXyynT9e1h8PBOmYBzI2uT5uFtbGFmBD3Cxsi8+zG0GsbNoUQ/VFSNHNRC9dHnropiJRn4sEfQ4S9DmY4mcVIJAFVB78iQGgq2OfSnf+ttRcz5eY6+bM6KdSZ0+5nD8lnT/a8IX8+ayJLcCySDMS9bkwGdPdDlUa/Gki8oorTEZ9WPn5+dVzJfUvNeHv8LnLMJWWYfiq/SpUpoK85KbVY6TVqa60OtWVE/AH2MY89+3bh7/97W/Yv38/Kisr67pCt4od+1zUoQTX57cTh7+azt/Vh8Jx0RyN8zO7yIa8E/Bj4e9ExgCcHJkqAKBc1IMrO3+04YvSnT8a6NgOn1j3j3T+yA18ec9su7HP01m9cKdJM9xo1AI/TOsmwN/uPhOxq8dkRTt/7D4dG1fAgh8LgCxssaBFdv7e7s3Z+WveGCdHpmJP8nhsT5iKjV1mYl3nfAGW1nXOR4bBjE6GccKJNWQKJ1VXwO1YsjBLd/SkOn/Ojn2KGb7Q8Md2/aQ6f/TnbIdvJQN7UvAnt/P3Yf/Rdm6f6zrn48FgK2IMY9wOUxr8aWLVoK/w8ePHcfz4cej1epw4cUL4+vjx49i1a5fXjf3wpAb85a7/CKbSMhz//ipMpWUYuvJfKlSmgs6csR1Pl1anutLqVFdeUqeW82eDP+L4udhUjBuPBcrCH2v48kNugt3OnxLDFwJ/Yjt/Yp2/ynWtUfmXQJfGPkmHjd35U5Lzx34uNfbJwt+x4QMxqsUEHOo9WIh6kBr7JC6aBHwI/NHQx3PUFAM/tutHvleJ4cv3o7rhcl4H/JgXL7nztza2wAF2CAit7jgHG+JmYWF4CSKMGaJnfphFqIf8GfAcP2nwE4O/Q70H47+De0vCH7vzpwQCecYuUgDoiuHL4ZQBODUw2Q7+1sfNwljfEoQbh7odpMROkq4HknQ93F6HBn/uUYO+wo0aNULjxo3RqFEju9O4cWOEhIRg/fr17i6xzqUm/J366RpMpWUY+Mze2hemSZMmTSqKfq+7cOEC5s6di4EDB6J37952x1tF4G9+TdD7skgzKv/S3Cn4U2r4IrXz50znTyzknYa/Q2kjuCHvbyRNsQMtNlePjXsQC3dnO4AEnniGL0fSB+HlbrZRyUslUXbwJ2X4QqIe6M6fHPzxxj7JR17OHxn93NJ1hij8kZB3An/v3TeuViHvbN4dgaE1sQVCPVvjp2NFdBFMxnSEG4c6nBjDGKzuOMeu80rqp0duSci72M6fWM6fEpMXZ81flOT8Efj7dFA6TmQMEOBvW3wesltbEGxIdTtENdSjwV/dyyuucN++fd1dgtukJvx9c+E6TKVl6P/0eypUpkmTJk3qiX6vGzZsGNLS0rB27Vps3LjR7niraPhbGF6CpyLNqPybL24eH4Q773eRHPu8VBIlCX/OGL7w4I/t/JGQdyXwJ5Xzx4KWVNYf2/GjjUjYsU8e/B1IHYWDAzKQqM/F7j4TceOxQMWdP/I7WbdPelySN/ZJd7TYx+kRUHrMUqzzdyJjAM5N6oGL5miHzt/2hKlCjTz4E4NUMcdPAri04YvYriO9r7il6wxsi7d1Xaf6WxFiSBNOmHEwwoyDEWUYJewy0iOUPPhjIVAq5N1ZB1CpnL8diVPs4O/kyFRh56+3brpbIxy84WjwV/fSrnADlxrwN+UlG/x9e+E6ov6nHH2f3KNCZSqoa1fb8XRpdaorrU515SV10u91vr6+uHXrVn1U5TGixz4Xdajp/G0z4MbJoS7DH9n5c6bzR79WDv6qw5ugukNTyZ2/Q2kjFBm+sJ0/duxTrutH5/wR+KNHDw+kjsLW+Onoqs9CRZsWqApsItv5IzWI5fzxumm8wzN84QEX3fnbkejY+ato3RJ3/Ztx4Y/AlNRoqlS+n6tun7ycv1cSpuG17rnY1WOyDbT1vrht1OPkyFTs65uJHYl8w5d1nfOxMqYQEcYMBBn6OZwHg62iHUExB1CpbiHpdJIRXF7n76bBiNtGPQ6kjkKqrsDt4KT0nGykw8lGOrfXocGfe9Rgr/C0adOEzydOnCh6vF1qwF/OSwdgKi3D6V+uo+OCf6DP0ndVqKz2qmrTBndbt3Z3GfLyEkMNj5FWp7rykjrp97revXvj3Llz9VGVx4iEvJN9v2WRZlRubqkI/pyNenDW7dNZwxd27JPd+Svvme0Q9UBgiz401ImNefK6f7ydvwOpo1DYzorpba2orgl5Zzt/UoYvpKPGc/kUG/lkYx/Eum4EtHidv70pDzjk/LFjn+Ta8erkAR4LoHQHUgn8baDqpXf/lBq+sPDHdv7YHT/erh8LceTxNTX7juYgqwM89tPlCyYv9Igrgb9NVO07k3LsDF9GG4vdDk3OHM3w5betBnuFly1bJny+ePFi0ePtUgP+Jr9og78zv9xA3MK30POJ3SpUVntdbWnElRYGfH/5prtLkZaX3Fx7jLQ61ZWX1Em/1y1fvhyJiYnYsGEDysvL7Y63ysfHR3D6XGwqxhMRxah4vjlunBxa650/Gv4I8NUG/oTOn0K3T3rsk+z8saDlTNzDJg4ASkU97Ekej70pD6CHzjYeWSUCf0py/li3TzEAFBvz5EEgC38vd8vj7vyx8McavtBwRtfI60bKhb2zNZFrINb9I8+R+nck3tv5k4M/GpLlXD55Ji9So51yI5+s4QsNf+8mT0BFk2a44tPM7cCkwZ8mZ6Rd4QYuNeHv7MUbiP/D20hY/I4KldVeV1oYcKWFAR/99xd3lyItL7m59hhpdaorL6mTfq+LiIjgnsjIyPqo1C2i4W9RhxIb/K12zfBFrPPHdv1qa/iiBP5Ywxcy9snrshHwY/f+pHL+pELeSfdpT/J4bIibhRjDGBxJHyTA34XZnWRz/kgHUm7sUwr6pFw/paIelMKfWMg7Gf2UGksVi3vgdf6kRj6VhLyz8Lc+TtztkwU/qe6fVLA7/ZGNfmDhb1PNziIJed/dZyJuNW7usRClwZ8mMXnFFd63bx++/fZbAMCPP/6IadOmYcaMGTh//rx7C6sHqQF/k9bdg7+kx3ej66K3Vais9iLwd+jbi+4uRVpecnPtMdLqVFdeUqcW9XAP/haG2+DvzjM6xTl/Yjt/ahi+yHb+VslHPfA6f2TnjzVYYXP+xA7PAZR0/mjHyT3J41EcZEWsIdMB/oiTI9v5e617rkPnT26kUmznT+woGfvkwd9PM7pKwp+UIylbr9S+H73H5yr8iXX+eDl/cgHvJKqCN/opFunAAuFKTvePF/K+MykH2xOm4opPM4+FKA3+NInJK65wXFwcTp8+DQCYPHkyHnjgAeTk5CAzM9PNldW91Lghyl73bwH+ev3xXXR67B8qVFZ7Efj75PQld5ciLS+5ufYYaXWqKy+pU4O/e/A3v6b7pyTnT2rnz5WcP6cMXxTs/JGxz4MDMrA35QFRt0+2+8e6fYoBnxj8sW6fswOtGOtbgtNZvWQ7f2JRDwSsaPhj3T6lAt55kQ9sqLpU1IOznT/eSCoLqUoMX2j4Y8c+2aw/euxTjZ0/V8xdnIl7kDJ8mdja4tEQpcGfJjF5xRVu1aoVAKCyshJ+fn64cuUKbt26hbZt27q5srqXmvB37tIN3Lfsn4j+H8/YmyHw99kZDf5UkVanutLqVFdOwt+xY8ewdu1aPP7441iyZIlwvFU+Pj6Yx8Df9fntagV/xO3T1c6fXMi7M50/NuePwB8ZseQZvrBOn7xQdyXw91avLPTS2fLZnIU/duyTt/cnF/Iu1f1j4c+ZsU+xnD+x+uTAjx39ZOGPB34bOF1CpfDHjn3KwZ8ruX7suCcP/ng5fxu7zEScYYJHQ5QGf5rE5BVXOCgoCOfPn8eePXvQp08fAEBFRYUAhd4sNeAv64V78NfvqT0wlZahurpahepqp6h5OxE1bycOn7vs7lKkVVlpO54urU51pdWprmTqpN/r/vrXv6Jly5YYMmQIWrRoIXz05mkP0vkjWX+LTcWqdP6cDXk/OTIVJ0emKjJ8qdzuh8o3g1wa+2TdPnlmL2JdP964J2/nj8Dfxi4zEWJIw9NRRTid1QuXzJG4MT9AcuxTzO2THfuUMnxRAn/s2Cfd+Xu7tz38nctKwsXCKGHsc0/yeOzqMVnS8IXuSiqJe+Dl/PHgj3X85I19EsOXA/0z8OXI+yUNX+ixTxb+WACU2/0TAz5n4C+7tQXtDCkI1t+HYP19bgcmZ48n163BX93LK67www8/jPDwcLRr1w5r164FABw4cADdu3d3c2V1LzXgb2IN/H13+SbSlu+FqbQMd6vcD3+m0jKYSstw5NwVd5eiSZMmN4t+r4uNjcU779iMqdrUdAtff/11zJkzxy21KVVFRQWKiorQpk0b+Pv7Y968eYr/oY2Gv0d58PdmACo3tpCEv59mdMUPuQm12vnjjX2Kwh8JeSfwN60b1+1TDP7onD8x+KMBkAd8UoYvZOdvdcc5CDGk4YVOs23wVxKFG48Fynb+6O4jb5ySB368kU/e6KfSsU866kEq5F0O/qTC3dlaePAnl/EnCX+po/Dl6P7cnT/y+9mAdyVjn0rMX8QgUGrnb0vXGeiqz3I7JHnr0eCv7uU1V/idd97B3r17ha8PHTqEPXs8JKy8DqUm/H1/+SYGr/gXTKVluF15V4XqaicCf1+c9fDOnyZNmupcbMg7kZ+fHwCguroaAQEB9V6XM1q0aBF69+6N8+fP48yZM4iNjcVzzz2n6Hvpnb95oRT8HR3Ah7/F/rJRD0rHPsV2/mgw/O+4+xzGPitfa4PKv7d3eexzR+IUAQAJ/El1/3gZfywU8uDvwWArwo1DsSd5vAP8Ken8Se380RAoB4Bihi9SY5/OwB9v509sNFUu4F2u8+fMzp8Y/ImNfSqFP6WOn+znrIsoG/WwNMKMYEOq2yHJW48Gf3Uv7Qo3cKkCf8/fg7/0P+2DqbQM12+7f0yM7Px9qu38qSOtTnWl1amunNj569ixI77//nsAQFJSEvbt24fjx497/J53WFgYdu7cKXz94osvIjExUdH30vA3N6TG8GVRgGPnb3Vz3H7KaIO/0mAB/n7O72w39vnN+GRuzp8znb+62PmjDV/k3D7FYh7ETF/I99BRDzz4Y90+D6SOcirnjwCSUvgTC4DnuX2Szpkrhi9KO39So59KQt6lOn9yOX/7+mbajX2uq0P4k+r80XEPLPwVBFoFUPHk3Tmp48l1a/BX9/KKK3zhwgXMnTsXAwcORO/eve2Ot0sN+Jvw/IcwlZbhhys3MfK5/TCVluHKzQoVqqudtKgHlaXVqa60OtWVkyHvr7/+OgBg8+bNaNasGZo3b44//OEPdV2ly7p06RJ8fHwEZ2oA+Pjjj9GsWTNFo588+Lu52F9854/p/EnBn9TO35H0QQLgkSMHf0qiHj4fMsxh7HNP8ni83TtLyPijxz5p+FMy8snrApLXszl/NPx9O6GPoqgHuh4e/NGHBRglhzf2ycv5ozt/PPjb1WOyHfzx9hLJ75ELehfr/DkDf7yxTym3TyXwJ2X64mzenxj8raPgb1yrkgYBURr8aRKTV1zhYcOGIS0tDWvXrsXGjRvtjrdLDfgbv9YGfz9euYUxf/4AptIyXLx+R4Xqaict5F1laXWqK61OdVWLqIczZ87gxIkTdVGVajp79ix8fHxw+fK9MfZTp07Bx8cHt27dcnj94sWL0ahRI+GwY5+LOpTg1hNtcPP4INx5v4tkyPulkiju2KfSqAelnb+z2T1d7vy5uvMnFfHAfs3r/JX1nARre9fgj9QiNk7JdtWUQp8YcMmNffJy/mj4o90+5Uxp1Bj7lDN8URL1wIM/OcMXZ87KGEcDGDrrjxi+0Dt/yboZDQKiNPjTJCavuMK+vr7c//P8LUht+BtX8/n5q+6/ngT+Pvz6grtLkZaX3Fx7jLQ61ZWX1NnQc/5I5+/MmTPCY4cOHXKp8/dIqC3o/fb/GnDj5FBJ+JMyfCHw54zbJy/qgTV8USvqgYU/NuaB5/bJGwMVc/vkjX262vkTM3zhjXyyH8UcP53d+RODPyVunzzHT9Z4hnb73KCg86fU7bM28KfE6IWFQh7s8RxAxdw+tc6fBn8NXV5xhXv37o1z5865uwy3SI0bIgJ8P129ZWf+4k5VV1cL8Pf+KQ3+VJFWp7rS6lRXXg5/gG3nb9euXcLXL730klM7f/MY+LvzjK5W8EcMX+oF/h7sIBvy7gr8ie391Qf8kTq2UNAj1vmTinqQMnyhYcsV+KNz/pTCn1QXsLZjn/ydv6Z28PdG0j23T9rwhR35fFYEAOVGP8U6fdrOn2ccDf7qXl5xhZcvX47ExERs2LAB5eXldsfbpcYN0QNrPhC6fTkvHYCptAxnfrmhQnWuq/JulQB/e/9z3q21yMpLbq49Rlqd6spL6vQG+Fu4cCGSk5Px888/4+zZs+jcubNLbp+P1Ix93lnVUhH80WOfPPijgY7d93Ml508O/tioh8+HDMNHqSOxN+UBrtun2NgnL8ePNXyRgz+1dv5oqJJz0pSKeOB13OixTzbqgWf4wsKf3NgnD/6UjH4qcft0tfMnBn9i455KjF7ksv144Mfb+Xsiolhw+/RkiNLgT5OYvOIKR0REcE9kZKS7S6tzqQp/125h2l8OwlRahq9//lWF6lzXrYq7+No/DF/7h2HPyZ/cWousOnWyHU+XVqe60upUVzJ1egP8VVRUoLCwEK1bt4afnx8efvhhp3P+Hq3J+XsiohgVa5o7DX90yLsc/B0bPrBWOX/VoY1RHdrkHvypnPPHgz9e54+GQQJ/ryRMEwCEzvn7dkIf3G3TDFX+TZwKeafNVOjRT15mHgt9dNdPbO9PCfxVp6EjnQAAIABJREFU+LbA3TbNZOGPZ/gi1qGU2kF0Bf54UQ83dQbcMehEox7Wdc4XNXxhu39iUEhHOKyKKUR2awuSdTMkT4pupnCm+FmFa781frqQ83eqUUucatTS7cDk7PHkujX4q3tpV7iBS40bokwK/mZt/Bim0jL858drKlTnum7euSvk/O0+7uHwp0mTpjqXj4+Pw2QH73iraPibH2bBskizKPzdeUbHhb+fZnR1MHxREvVA5/zRr6Xhj5vzt8P/Xs4fBX+s2yc99klHPbCgxY5+SnX+lIx9kpy/jV1mIsSQhuVRRbI5fyyQ0jl/LPyJxShIjXyqEfL+04yuOJI+yGHsU8yVlN3p43Uf6QgLdgyVdD9f6pyPNF0BeuumSx4CVv10+bhfNxtpugIM1RdhqL4IqboCLDEV4+VueXagyl67NbEFXPAjYCjWzSOfL+pQgkdCbeZJ9Ef6kL9rC8JL8FSkGZuormV2a4vbIclbjwZ/dS+vusInT57Eu+++CwCoqqpS/C+qDVlqwN/YGofPn6/dxpzNn8BUWoaj311RoTrXdf12pQB/bx390a21aNKkyf3y8fERnfL4LUx70PC3MLzEBn+rnev8kZ0/qc6fMzt/5Dgb8s7r/B0ckOEw9kniHng7f2LdP17kAw/+6M5fec9s9NBNFYU/Xs4fCZ4nEKo0Q4/X8eM9xuv60Tt/O5Ny8HZvW+fvk4HDcSJjAL7LScKlkij8nN8Zx4YPxL6+mcj0LUGiPhcJ+hzhdNNPcvoM1hdiXQ2E0vVsoiI0NnWdgRXRRXg6qghPRZrxVKQZT0fZvl5ec1ZEF2FVTCHW1OzRbeo6A9sTpmJP8ni8d984O6gnv0ss6kGJ2Yvc6CfP6EVq529bfB5e656LDXGz0Mkwzu2g5I1Hg7+6l1dc4W+//RZJSUnw9fWFwWAAALz22muYNm2amyure6kJfxd+vQ3z/30KU2kZvjh7Wf4b61DXblUguWgjkos2ovzID26tRVbnztmOp0urU11pdaormTq9YeyzNiLwN78G/p6IKHba8EXJzp8Y/J3IGCAJf7ydv8p1rVD510BZwxcpt08Cf2KmL87u/JHvpQ1f9iSPx+xAK7JbW3A6qxcuT++Am1Z/B/gr75ktOfbJc/zkuX7SH+nXroopRII+B7GGTOF0MoxzOHGGCYgzTEBXfRa66SchQZ+DRH0uhrcch5EtJ6KXLg+W9lbs7zcWL3fLw0s1Y5MEilbGFGJFtA3GCJwRWKOhjf58RXSRoqgH+jpsoDqE5Dme4cunyYPx3yF9cGpMP3xw/xhRwxe5nD92tNPZnD+e2ycNf6Tz91r3XOxMysH4VhZ01/VAd10PtwOTs8eT69bgr+7lFVd4+PDh+OMf/4iqqiq0qTEMuHLlCjp06ODmyupeatwQjaHg73cvfwZTaRk+Oe3eYPUrNysEw5ddX3zv1lpk5SWGGh4jrU515SV1avDnI4yhCfC3Ut7whYS883L+lMIfPfbJ7vyR5xRFPVBjnwT+DqWN4MIfHfTubNSDGPjxxj7Lek7CnuTxKA6yItaQiSPpgwTDl1/mxArwtyd5PMp7ZtvtItKh8+TnzwywIsKY4fIJMvRDO0MKQgxpWNShhBs2vj5uFrbUdMxI/QdSR+Fu06aoatYEX2emCJ1UMvYpZUzDG02lAZUFWTbqgQd/Ykfc8KWJAH901APP7VOu+yc26inn/LmS+R6pzt/OpBy8kjANV3yaeaxxitTRDF9+2/KKK+zv74+qqioAgJ+fn/B469at3VVSvUkV+Fv9PkylZfjl19uY++oXMJWW4YCbg9Uv37gjwN+bn3/n1lpk5SU31x4jrU515SV1su91x44dw9q1a/H4449jyZIlwvFWEfhbEF6CBTXw5+zYpxj8yUU9sPBH3D7FDF9E3T4lDF94nT+pnT+xqAe68ycFf691zxV2/t67bxw2dpmJGMMYHEkfhOoa+LtojsbxEWlI1RXAZEwXTrhxqOghLpDsITBH76PJxRS80Gm2Q9SDUrdPdudPKo+QBTyx42zIu/KoB5vb51dj+wqdPxr+1nEAUCrqgQeBvFw/MoIq1fnj5fyR/+3s7jMRtxo391iI0uBPk5i84grHxsbi9OnTAO7B31dffYW4uDh3llUvUhP+Ll6/g0dfPwxTaZnbs/UuXr8Hf69/6uEja15yc+0x0upUV15SJ/1e99e//hUtW7bEkCFD0KJFC+FjZmZmfVTqFvn4+AjgV1u3TyWdv8PDBst2/uh9QK7bZw38VTzbQhH8kZ2/XT0mO7h90gBIg59Y1h8LfLx9vwXhJQgxpAmnnSEFYcbBuOLTFFd8miLcOBRhxsFCN453BusLBehZXxNKztvxW8Pk+EnFPLBdN2L4sqGm46ck50+p4QvP6VMs6qGu4U/p2Cc78skCIG93j/c42/FbyfkeNuqBhb/Kpk1xq3FztwOTBn+anJFXXOEVK1agR48e+Mc//oHWrVtjz549SElJwZ///Gd3l1bnUgP+RlPw99gbR2EqLXN7tt6FX28L8PfqobNurUVWXnJz7THS6lRXXlIn/V4XGxuLd955p+bbbN/z+uuvY86cOXVboxtF4G9heAnmhdbA3/Py8HflwQ6S8Cfl9smLeqjLkPc9yeOxu89EUcMXGv7ocUsaAMnnL3fLE0w5ggz9RI/UjXGIIQ1lPSfho9SRdm6f9Bgq+X30rhsd8s7L0hNz++SNXtKw5UzIuxj80TWuZzprSiIexKIeaNObTZwRUN7OH4l6YHP+aPjjdf3YqAe6AygX7i626yc2/kkcROmQdwJ/QkB906YYaSx2OzRp8KdJqbzmCj/33HPo0qUL9Ho94uLi8Oyzz2punwo16jkb/F26fgd/2HkMptIyvOvmeIXz124J8Pe3j8+4tRZZecnNtcdIq1NdeUmd9Hudr6+v8DmZ9qiurkZAQEDd1edmsfC3NMKMypdcgz+13T7pqIef8zs7wJ/Szp9Uzp/U3t8SU7Fkd44cHvwFG1KxPm4WPkodiW3xeQgy9ENFk2bCzt/JkanCzp9Yzp9Y1INUhp6U66dY1EJt4c/ZGsnnLPjR9UgZvvD2/ZyFP97On1jGH290Vm7XTwz8eLuWLPyRzt/dpk3xYf/RuF832+3gpMGfJiXyiit84QJ/RFHscW+SGvA38rn9MJWW4fKNO/hj2fGaeAX3Omz+eOUe/P3fRxr8qSKtTnWl1amunIC/jh074vvvbUZQSUlJ2LdvH44fP462bdvWeZnuEj326Sr8sTl/Snf+xELe6c4fHfWgdOzz00HpDoYvu/tMRHnPbMHwhUDW9oSp2BA3CzGGMYogL9iQancS9DnCyOQrCdOEG3jaMOXggAwk6nO58CcW9UDDHxn9lOr68fLq1sTaZ/3xum50l42MrXLhr7k9/O3qMVk05J2X7ye268eOfbI1SRm+kNcp6fyJ7fyJdf7YDqBSsxfeDiC780e6fjz425mUY9f5+7D/aLzWPRe9dHmK/iHC3UeDv9+2vOIK0/8KTIs2f/FWqQl/V25U4Km3TsJUWuZ2h83vL9/Ehx0S8GGHBGw+cNqttchq4EDb8XRpdaorrU51JVMn/V63fPlyvP766wCAzZs3o1mzZmjevDkWLVpU52W6S3Tn79GwGvj7i/PwR0c9kJB32sTFmZB3ubHPqvimqEpozg1553X+SHeNdP3mhcoHaQcZ+iHMONjuTG9rdRgFlXL7fDd5Aj7sPxpH0gfh5W55+LhxECpCW0rCn1jUA+2iyUY8KAl5Fxu3JJ02ArAE/mjDl1vtfFERopMd+yQ18rp/vF0/FgTpMVQ5+KM7gGznj+z8XWndFjfathY6fzsSbZ2/jV1mirp9io19OpP1x+v+Ke387UzKwe4+E3GtjT+ut21j51I6sbXF4wHw/cat8H7jVm6vQ4M/98grrrDRaHR47Pbt2/D393dDNfUrNeAv49l78Lfinf/AVFqGHZ+512Tl3KUbQsj7pn9/69ZaNGnS5H5JvdedOXMGJ06cqMdq6l80/C1wMeRdqdsnOXKdPzG3T9L5IyHvUmOf+/uNxQf3j8F7941DcZBVEeyZjOlCNMJA3Rxsi89zMIKRMn+h4Y/k/B1IHSX89yboc3AgdZTT8MeOU4rl+9GwJ7Xvx4M/qbHPs9k9cbGwoyT8sTEPUh1KKcMX2oCGhT8264/e++NFPRxIHYUvR/d3euyT1/UT2/vjhbuLjYDyDF94bp/vJk/A50OG4UTGAHzYfzR2JE4RgHWsbwnCjIPdDlIN8WjwV/dq0Fe4V69e6N27N5o2bYrevXvbndDQUK92fiNSA/5GrKqBv5sVWPXuKZhKy9xusnL24j34++sH37i1Fk2aNLlf9HvdhQsXMHfuXAwcONDhvd9bRY99LggvwdIIM2490cYR/p5Xx+3T2Z2/rzNTcDa7pyz8fTW2Lw6kjhJGEmMNmbI3g1GGUULoeS9dHjZ2mSkKe+RzOuaB/pyAIgt/pPN3OqsXHgy2Yl6oBedndpGFv5e72Y99blAIVuwR6/6Jdf54UQ9ns3viojlakeELXaOY4ycv448FQBb+5Nw+efD3UepIAf6UhrwrzflTuvPHA0S5nD8e/G3qOkO4hg8GWxFlGOV2mGpoR4O/uleDvsIbN24ULL83btwonM2bN+Odd95BZWWlu0usc6kJf1dvVeDP730FU2kZth10757d6V+uY8zUFRgzdQX+8r6Hw9/Bg7bj6dLqVFdanepKpk76vW7YsGFIS0vD2rVr7d77N27cWB+VukU0/C2s6fzdWtqKC393ntEphj8pt085+JMb+6x8uhUqVwag4tkW+H5KIr4YOgQ7EqfIdkSCDP3QVZ+FBH0OEvW5eLbjHIesP17UAy/Xj4VCEvVA5/zRnb/TWb3w09BOKGiRibd7ZymCP97YJw+u2JFPMRDkmb3QOX8EXFn4+2loJ1wZH+o0/PHqVDL2KRX1wIIgb+ePwN/RxH44c3+iS4YvPPBT6vbpiuELDX+7+0zEyV7J+KZvkjD2ubHLTLsdxaURZoQbh7odqNiT3jIe6S3j3V6HBn/ukVdc4aNHj7q7BLdJDfgbTsHfun1fw1Rahs1uHrX85sJ1wfDlpf3/dWstsvISQw2PkVanuvKSOlm3z1u3btVHVR4jFv6WRphx47FAp+CP3fmrC7dPAf5WtkS13gfVLRrhh9wE5PnLj3T20E1Fim4m0nQFeLlbnrD7x7p9Ks33Y2GQzvkTG/s8ndULVS0ao6JJM8wLteDwsMGKxj4J5BCo4u3T8Xb9WBCkPxeDP9L5e7s3J+S9ubKoB7HOn9jIJwt+dCdSzO2TN/IpZfjy5ej+XPhjDV/YkU+5nD8p4JPa91Oy83enSXNUNGmGrfHTsSqmEMsizVhiKsaiDiWYH2bB/DALuuknuR2o2KMZvvy25TVX+MiRI9i0aRPWrFljd7xdasBf+p/2wVRahmu3KvCX97+BqbTM7d22r3/+VYC/F/dp8KeKtDrVlVanunIC/nr37o1z59y7l1zfIvA3P8yCheElWGwqxpUHOzg19ikGf3Jun84Yvvyc3xk/5Cbgy9H9UdmkGS77NJW80eutm47hBjMyDGZsi88T3D7ZnD+xzh8P+GggEQNA1vCFhb/qlo1gDrJibWwBF/7ozEE66kGs6yc38snrBirZ+XOAPwU5f1KdSanOHxvyrsTwRVnOX1NF8CcW8i4V8SC368cLhF8QXoK5IRbhzAu1QdyiDiV4IqIYT0WasSK6CCuii3DFp5nHQpQGf5rE5BVX+PHHH0eLFi3Qp08fpKWlCWdgQ3C4q6XUhL9fb1di87+/ham0DOv2fa1Cda7rq/PXBPh74V/urUVWXnJz7THS6lRXXlKnj48PysvLUV5ejuXLlyMxMREbNmwQHiPHW0XDH+n+XXmwA24eH6TY8EUs6kGNsU/i4lnWcxIWhpdI3mAGGfohw2DG+FYWbIvPwxdDh+BQ2gjsTXnALuePjVWg4U8KAGnwk4M/2nSEhb+3e2chTVcgmHvI5fzJ7fyxsCeW88cDwA11BH9i2X5KDF9chT/iVsrCn9TY5wudZgvgx9v3kwp5f7bjHKyMKcRDwRaYg6woDrLCXHOKmWNtb0WiPtcrIKqh1q3BX93LK65wYGAgPv/8c3eX4RapDX//99EZmErLsGbvVypU57q+/Oke/D2vwZ860upUV1qd6koB/EVEREieyMjIeiy4fsUaviwML8GlkihH+ON0/i6ao+vM8OVExgB8OigdL3XOxyNMNAN7g2kypmNmgBWzA63Ym/IAPh2Ujk8GDsfnQ4bh4IAMO/gjOX80aImFvLMASIOfGPxJ7fwR+Ps5vzPmh1kwO9CK8p7ZDvC3PWGqrOELbZrCgz9eB5A3aqkG/PFqdCbiQQn8SZm9iO380fCnxPCF1/mbF2r7c6LPrAD7z5WYC3kTRDXUujX4q3t5xRUODQ1FRUWFu8twi9SAv2ErbfB3/XYlXjl0FqbSMjz7z1MqVOe6Tv54VYA/d4OorLzk5tpjpNWprrykTjXe6xqy6KgHci6aoxXBX207f/TYJxkRJa/fEDcLc0P4uWbkBjPcOBTzQi1YFmnGqTH97KIe6Jw/Fv52JN7r/NE7f2KGL2K7fjT4OQN/F2Z3wvERaShsZ8USUzHKe2a7DH9KRz15UQ9qwZ/c2KccCLoT/sxBVswMsGJ6Wyvy/G0fycnztyJBn6NBlJfUrcFf3csrrvDzzz+Phx9++DcJgGrcEA1d+S+YSstw404ldnx2DqbSMqx45z8qVOe6jn9/D/7+/J4Gf6pIq1NdaXWqKyfg7/e//z33NXPnzlW9LE+Rj4+PsO9Hzs/5nesU/kjeH9v5OzkyFe8mT8CC8BLJEbnLPk1wo1ELbIvPEzqPbM4fr/NX3jPbrvPHwh8Lfkrhj456UAJ/JOevrOckWNpbsT5ulmBCQ3ciafjjZehJjX7Kwd86Gfijc/5qM/bpLPyJuX1KjX1u6TpDuP4E/vYkj0dl06a406QZFnUowYPBtk7d9LZWTPW3YoqfFTl+FkQYM9wOJQ0Nohpq3Rr81b284goHBASgadOmaNasGQIDA+2Ot0tN+Lt55y52ffE9TKVleOqtkypU57qOfncFr3cdiNe7DsRzbu5Cyio313Y8XVqd6kqrU13J1Mm6ffLk5+enelmeIh78fT8lETePDnAq6qG2bp+nxvTD+rhZGN/KInkDN9Xfiu/bdsCdznrJkHcx+KMNX3g7f0rcPqXgT8rt804nAyrjW9iFvL+SMA0FgVas65wvmNDwdv6k4I8HfnIh7yz8sTl/NPxdN/njdqzRKbdPHvixv58NrZcyfJECv6URZkxqY0GOnwVTa7p3swKsONiyE/7ZJNbt0OHKebVJAF5tEuD2Orypbg3+6l5ecYX/9a9/iR5vlxrwN2TFPfj7x5EfYCotw9LyEypU57qOnLsihLyvetfD4U+TJk11rkaNGgmmLnq9Hv/4xz/sjF6ee+45REREuLvMOhMNf2Tv73RWL3v426qvU/g7kTEAC8JL0Fs3XfTGLcYwBlvjp+Nsdk9U7vBHZXkIF/4ODxssCn+s4Qu986fU8EVq7JOGP2I6Qoe8X7ZE4sZjgfhlTixOZAzAgdRR2JM8HitjCjG9rQ0AnTF8YeFPicsnC19K4O/cpB64aI7G+ZldFMHf+rhZter80fBHrsGWrjMwO9CK0cZi4Yz1LcFY3xIk62a4HSy04/lHg7+6V4O+wmysA+94u9SAv8E18Her4i52H/8JptIyLN51TIXqXNcXZy8L8Ldy95durUWTJk3uV6NGjQRjl8aNG9sZvURFRSElJQV///vf3V1mnYk2fCH5YZ8OSsetw/c7uH2qDX8EgKb6WyXH7x4KtuCtXlm48jsT7qxsicrX2qDy7+2d7vwR+CNdPzbqQa77JzUGyub8lfWchD3J42Xh793kCSjvmY2VMYUwB1mFmqTgbx0H/qSMXsR2/pyFP2cMX8RGP6Xgj2T4zQ+zYJi+CMMNZgzTFwknyjDK7QChnYZ7NPirezXoK0zHOvCOFvWgTDT8vfef8zCVluGxN46qUJ3r+uzMJRQ8MB8FD8x3+/6hrHbssB1Pl1anutLqVFcyddLvdZMnT66PijxKdNQDOfv6ZjrCH6fzR9w+2Z2/rzNTcGpMP0n4Oz4iDVvjp2Oovohr6tLOkIIQQxrWdc7H8RFp+Dm/sy3k/Rkd7s7T4+78NrWCPx4AynX9pOBPLOrhw/6jcXjYYJzO6oXrGf/P3nmHR1FufzyAApvdgFIMQsKEFloooRggpFADQUhE2qWFAFLSRH5XNwZBEFGRIqhgAVGQi9IFB4JU6SCEXkMJvSZIEiAhZb+/PzYzmd3M7s7uzGZnhvf7POfxkk1mvs/rNc/5cM57zmvI7VeJF/42+A/GQt8xiK+RwMIft+WRb5iKJfizdN/P0sAX7qoEPvh72LEusnp4loA/rk974I/5fETVBLTXjESgZjQCNaPRUfMOOmreQVP3AZIk+1EVfBFVQZltn0r1LmffBP6cL3LCCpcU8Nd59i4W/vamPgSlp5G49qQE7hzX0WuP2IEvs7bIHP5UMlBDNiI+pZVKfJJpn0b4S/SKR2IR/G0L6IfclADBd/7shb8zPTphhV+U1aEuLd2HYmOr/+Bi7yDcHNQK90c2QeZEbzyfrYFBWwYGbRmH4c/anT8he/6sTfu0VvnjDnzhwh+z6mFdyyFY6DsG415L4B34Yg5+fPBnbdgL3507Lvz91ixK1LRPa7sIf2g0Gt3dx6ONJooNZw9bkfPwEbV6l7NvAn/OFzlhALm5uRg9ejR8fHyg0+nQqFEj/Pzzz+znmZmZGDhwIHQ6HWrUqIHZs2eb/PytW7cQFhYGd3d3UBSF5cuXm3x+9uxZtG/fHhqNBo0aNcLWrVtNPt+7dy+aNWsGjUaD1q1b49ixY4K9S5EQdSqCv9z8Ahy8kg5KT+P/Vp0Q/VwxOpKWwcLfTBcPn7EplSTXshHxKa1U4pP7u65///4WQ61i4O//asbjg1pG+NvSdgByj7QRPO3Tnj1/Z3p0wtFOPdBR847FJK2p+wBsaTsAF3sH4XJke7vg72T3Llb3/PG1fVpa92BtwTvfnj97pn1agr81LYbi+4bvoIc2Bj80Gl2ipZKvsmYOf9aWvJvv1pNq2ufSptFs2+aSxqMwrEoCmrkPMoma2lACIir3LmffBP6cL3LCAJ48eYLJkyfj8uXLMBgMOHjwIF555RXs2LEDADB8+HD06dMHmZmZOHXqFKpXr46NGzeyPx8cHIzx48fj2bNn2LVrF3Q6Hbt0Pi8vD/Xq1cOMGTOQm5uL33//HR4eHrh79y4AICMjA6+++iqWLl2K3NxczJkzB7Vq1UJOTo4g71LC3/P8QhxJywClpzHh9+OinytGh68Ww9/nmwn8SSLiU1oRn9LKDvibOnWqSYwdOxZVq1bFhAkTSsOpS8QMfJn4ejzer2Ws/q33H4LnB1tIDn9nenRCSucwdHEfZ7HVs6G2L7a+0R9ne4Y6BH+29vxxB74wlT8++LPV6mkOf8zPmrd92gN/XCCd32AsOmnGYlGj0SXgjwuAlip81lY+cKd9LrYAf0Iqf8xqikWNRqOVZhgaavuy4a3r5vJkX84golbvcvZN4M/5IidsQW+99RamTZuGp0+fonz58jh5srgNMikpCZGRkQCAy5cv46WXXkJGRgb7+eDBg9kkZPv27ahWrRoKCgrYzzt06IB58+YBABYvXgx/f3/2M4PBAC8vL/zxxx+CfEoCf7OK4e940aCV2P+liH6uGB28ks7C32cunjxqUypJrmUj4lNaqcSnrd91hw4dQp8+faR2JRu5ubkh0SseE15PwP/VNMLf9w3fQf5fte1q+xQy8OVsz1B8UIt/cftr2vaI8IjDkdCe7Pde7B2EK33biWr7PBLa02Lbp3nlj5myaWvap/lnlqZ9MpU/5s4fd8m7tcof42Nx41EI18Zguk8sL/zxTfrka/20VvmzB/7uj2yCsz1Dsd5/CBpr+6Gu9k3U1b4JH124xX+nBEReLO9y9k3gz/kiJ8yjnJwc1KpVC2vWrMGxY8dQrlw5FBYWsp+vWrUK9evXBwCsW7euxHjxL7/8El27dgUAzJ07F6GhoSafx8TEYPTo0QCAhIQEjBgxwuTz8PBwfPrpp4K8SgF/oUXwl1dQiNO3jCsWxi47Kvq5YrT/0kMW/ly9dsKmVJJcy0bEp7RSiU9bv+sKCwst7v9Tgxj441b+FviOQf6mmoJXPQiBv7M9QzGldpzF1r8e2hicCuvMfv+58BCHK39M26d55Y+75J27U49v0qcjqx6YiZ/ctk9Ld/6YPX/m8MetQi73G4EljUchxjMBn9WJ4d31x237FDr0xbztk2/gy+4OkTjaqQfOhYeg4OVyyHIrz4KeHKp6SgcRtXqXs28Cf84XOWEzGQwGDBkyBKGhoSgsLMSePXtQuXJlk+/ZunUrPD09AQDLli1DixYtTD7/8ccfERAQAAD45JNPEBERYfJ5UlISBg4cCAAYOXIk3n33XZPPBw8eDL1ez+tv6tSpKFOmDBtS/EcS8uVOUHoa+QWFuHA3C5Sexqhf/hH9XDHam1oMf9P/POtSLzalkuRaNiI+pZVKfHLh7+zZsyZx5MgRJCQkoHnz5qXh1CVi4I+p+iUx8Leuit17/m4MbM0Lf+fCQ7AtoJ9FaPDSdcGOgLdxvlewSZWQW/l7MLqRJJU/Bv6Ytk8uAIqFP+bO3wb/wQ4NfOH6MR/4MsMnBjGeCRYXqQtp++Tu2uNO+zSv/G19oz8iPOLgpesCL10X/Ov2kmwTeqWCiFq9y9k3gT/ni5wwRwaDAWPHjkWbNm3w+PFjAGArfwaDgf2+1atXm1T+6tSpY/KcWbNmmVT+zFdOxMbGmlT+oqOjTT7v1atXqVb+GPgrKDQuEHDrAAAgAElEQVTg8oNsUHoaUUsOi36uGO2++AALA/phYUA/TNsoc/jT640hdxGf0or4lFY2fHJ/15UpUwZly5Zl/xJMp9MhKCiIvWutRjHw936t4oEv3zQYawp/Nu78MZU/c/hjFrifCw9BD20Mb0JWUxuK5DYDeFtEz/cKLlH5y/1Si8LICih8W+uSaZ+WwI9v1QMDfye7d0FavzeQ06oy8jpobFb+VjcfVgL+ljQehYW+Y9C3UlwJ+DOHPiHL3rnwxwywaek+FJ7awBItnF+/XBNfv1zT5cm7vaFU30r2LmffBP6cL3LCRTIYDBg/fjz8/f3x6NEj9uvMnb9Tp06xX5s0aZLVO39DhgwxufNXvXp1k7bRwMBAkzt/rVq1MvHh7e1dqnf+gjnwdy39CSg9jSGLDol+rhjtKto3SOlpfLzBtQvniYiIXC+y6sGNXfPwfhH8zW8wFvnLKtoNf3xtnxd7B2Fu/XG8ydjr2mBs8B9cYi0EE+Ztn8yeP6FL3rltn1vf6M/b9mlrybu13X580z754I+p/D2Kq8suebfV9mlpyfvixqMw8XXjvy/ze398rZ+W4G9x41GY32AsKF2Yy5NyEiRKIwj8OV/khIsUExOD5s2bIz09vcRnw4YNQ0REBLKysnD69Gl4enqaTPsMCgpCTEwMnj17ht27d/NO+/z888+Rm5uLVatWwcPDA3fu3AFQPO3z119/xfPnz/HVV1+V+rTPoJlG+CssNODWv89A6WkM+P6A6OeK0c7zxfA35Q/XLpwnIiJyvfh+1xkMBjx9+tQk1Co3NzcW+pjK39z643jhT+idv8uR7XEpogNS+wTiYLBxKAhfMhbjmcCCH1/lz9Kdv/w1ryB/U03Blb+d7fpavPNn3vZpqfJnDfr44M984EtavzdM4M9W26c5/HF3/S1uPApz64/DkFcTSqx74Fv5wP1sSu04vK4NdnkiToJEaQeBP+eLnDCAa9euwc3NDRUqVIBWq2Vj7NixAIx7/gYMGACdTgdPT0/ePX/du3eHRqNB7dq1S+z5O3PmDNq1a4eKFSuiYcOGJfb87dmzB35+fqhYsSJatWqFlBThkzalhD+DwYD7mTmg9DT6Ltwv+rlitP3cPUzuOhaTu47FR+tlDn/ffGMMuYv4lFbEp7Sy4ZP7u+7w4cNo1aoVXn75ZZQtW5ZtAS1btmxpOHWJuPDHxNz645D/SwXR0z5T+wRi8KvxvIlYS/ehSOkchvO9gln4Y+782Rr4UjBKg4JxlS3u+RPa9mmr8mdv6yffqgem8pfW7w08Da6K52E63sofs3/Q0p0/vj1/ixqNxshqCZjhE4MFZuC30HcMFviOwTcNxuKLOjGiKnyJ5X2QWN7H5cn7i+Jbyd7l7JvAn/NFTljhkgL+Os7cwcJfxpPnoPQ0+nyzVwJ3jmvr2XvswJekdads/4ArpZKBGrIR8SmtVOKT+7uuYcOG+Oijj3Du3Dlcu3bNJNQqNzc3/F/NeEzyjmPhb179cchf7l5i4Iu1tk++PX+HgnuhobZviSSspjYUvzQZiXPhISbwJ+TOn70DXywteeeCFnPHjgE4S/Bnvv/P/M+W4I+p/AlZ8s4Hf9zl6YvMVjX80Gg0vmkwFm9XMt7VXOA7BnPrj8Pc+uPQWxcrSdIs5yEeavStZO9y9k3gz/kiJ6xwSQF/gV8Y4Q8AHj/LA6WnET5/j+jnitGWM3dZ+EtcS+BPEhGf0or4lFZ2wN8rr7xiMoTrRRBT+ZtS2wh/k73jsNB3DPJ/9xAMf3xL3i/2DkJUlYQSCZinNhAjqiawFT6+yp+tgS8s/H1TnoW/q28H2IS/Ta0H8g584Vvybq3yxwxI4bvzt6bFUJM7f8ySd3P447vzx108b6nyZw5+TCz0HYNQzRgMq5IAL12XFyahV6NvJXuXs28Cf84XOWGFS2r4e/o8H5SeRve5u0U/V4yST99h4U+/5qRLvdiUSpJr2Yj4lFYq8cn9XTdu3Dhs2LChNFzJRubwN6V2HDb4D0Z+spfdqx648Pdbsyjexd8t3Ydif1BvE8BjwM984Isj8Gfe9nkktKfJnT9z+LN258/avT/u/zZf9SCk8mcN/lY3H2Z14AsXAOfVH4fP6sRgTPWSoP0iJPRq9K1k73L2TeDP+SInrHBJAX8dPi+Gv+f5haD0NDrN3iX6uWJEnyyGv/dXn3CpF5tSSXItGxGf0kolPrm/6x49eoT69esjKCgI/fv3Nwm1igt/k73jMN0nFsltBiBvRz2Hl7xf7B2EEVX5q37z6o/DmR6dpIG/+RWQOdHbrj1/TNun+Z4/bvXP2rRPa/f+fmsWJRj+LA184Vb+fm0abRH+ZtYdj2lUrGStnUpN6NXoW8ne5eybwJ/zRU5Y4ZIK/nwSjfBnMBhA6WkEzdwp+rlitPHEbRb+/m8VgT9JRHxKK+JTWtkBf2+++SaaNm2KDz74AFOnTjUJtcoc/mb4xOBQcC/kHvZ3+M7fmhZDeSdKttWMwO4Okbzwx7fqQQj8CR34wl31wB2uwlf5YwDQGvzxVf64d/7o1oMku/PHhb/P6sQgySsebTRRJKFXqW8le5ezbwJ/zhc5YYVLKvirUwR/AFD3w01o/9l20c8Voz+O32Lhb+JKAn+SiPiUVsSntLID/rRaLTIzM0vDlWzEhb8ptePwRZ0YXIrogNyUALsqf1z4i/Xkr/rNLar6nQrrbBX+7LnzZ17542v7tHbnjwuA9sCfkMqf+ZJ3W22ffEvefy2Cv8necXi/Vjzaa0aShF7lvpXsXc6+Cfw5X+SEFS4p4K/9Z9tN4K/BpM1o++k20c8Vo3XHbuLjLmPwcZcxeO/34y71YlPz5xtD7iI+pRXxKa1s+OT+rmvdujVu375dGq4EadeuXXBzczNZFTRlyhST71m4cCFq1aoFrVaLiIgI3p2y1sQseZ9KxWIqFYs59cYjfawvnp0OsevOHwN/Z3uGopVmWInEq6PmHbbqJxT++FY95H6pRUG0BgVjK5nAn9CBL9w9f9y2Ty74ObruwVbl72lQVTzvrhUMfyv8ojCv/jjE10iArzbSZUlzUnkfJMl0fL8afSvZu5x9E/hzvsgJK1xSwF+7z7aj7oeb2D83mZwM/0+2WvkJ52v10Zvskvd3fzvmUi9ERESuF/d33cyZM9GqVSv89NNP2LRpk0m4Qrt27ULVqlUtfr5jxw5UqVIFKSkpyMrKQv/+/dG3b1+73mEOf/Pqj8PTKdXw7Gxnhyp/61oOKdHy6akNxKy643G2ZyhOhXW2CH/m0z4twR93ybutO3+2pn1KAX9C2z4fxdXF0ynVBMHfcr8RmPB6AsK1MS5PmkmQUEMQ+HO+yAkrXFLAX8CM7ajHgb/mU/+C38dbRD9XjFYeucHCX/wKAn9ERC+6uL/rfHx8eKNOnTou8WYL/oYOHYr33nuP/XNqairKlSuHjIwMwe8wh7+FvmOQv6QCnp7v5hD88bV8hmrGYE9gBFv1E1v5EwN/TOXPfOAL35J3PsizBn/M4Bgx8Ley+XAk1EhAlBNWNpAg8SIHgT/ni5ywwiUV/NVPKoa/1tO3otFHyaKfK0a/Hb6Ob9v1x7ft+iP2fyku9WJTH35oDLmL+JRWxKe0suFTit91ztKuXbtQrlw51KhRA97e3hg5ciQePnzIft68eXP88ssvJj/j7u6Offv2CX6HOfz90Gg08ldVcgj+LvYO4h1EMtOs6mcL/phg4O/GwNYm8Ff4VgUUDtAJavvkm/ZpadWDeQXQEuSZD30RuurhWetXkNdBUwL+mIrk0qbRGPJqAihdmMsTZW7Me7kW5r1cy+U+XhTfSvYuZ98E/pwvcsIKlxQJ0RsztpnA3xsztqFB0mbRzxWj/x26zg58iVkuc/hTyUAN2Yj4lFYq8Sln+Lt79y7OnDmDgoIC3L59G5GRkejcuTP7ed26dbF+/XqTn6lZsyaSky3/JdvUqVNRpkwZNtzc3PBBLeNy96lULBY3HoX8ZC+74e/O0OZY71+y5bOu9k3sbNfXpOpnb+XPHP74Br5w9/yldA4rAX9b3+gvGP4cve9nq/LHN/BlR8Db2NR6IBJqGFs8+XYjujrkPMRDjb6V7F3Ovgn8OV/khBUuKRKitp+awh539YOr9OvBayz8jfv1qEu92JRKkmvZiPiUVirxyU0IzO/5OfPOX0hICNzc3CwGn+7cuQM3Nze2+te8eXMsXbrU5Hu0Wq3dlT8G/qZRsVjTYiieH2zhEPzF1yjZ8tlbF8vCnj3wdy48RBD88S1554M/IZU/vvt+QiCQgT979vwx8Lek8Sj01sWivraPy5NjJSb0avStZO9y9k3gz/kiJ6xwSQZ/k4rhL+TLnaD0NAoKDaKf7aiWHkhj4W/MsiMu8yFIKkmuZSPiU1qpxCc3IZDbnT9z3bt3D25ubnjw4AEA452/iRMnsp9funTJ4Tt/DPxtfaM/np3tbBf83Y3yw6WIDrxTPmfVHY9z4SEOVf6YVQ9SVP7saftkYI4P/JhWT/M9f3yVP2urHi72DsJ0n1gEaKJdnhQrOaFXo28le5ezbwJ/zhc5YYVLCvhrYwZ/Xeb8DUpPIyevQPSzHdXP+66y8Dd6KYE/SUR8SiviU1opuO1z586dSEtLg8FgwP379/H222+jY8eO7Oc7duxA1apVcezYMWRnZ2PgwIEOTftM8orHJO84TPeJxe4OkXh6sYfdlb/zvYJLVK/qat/E7g6RguDvfK/gEtM+7dnzx73zx4U/odM+LVX+rC13597349752+A/2Cb8vVM9AQ21fV2eECs9oVejbyV7l7NvAn/OFzlhhUuKhKj19G3w5cBf2Fe7QelpZOfmi362o1q8txj+Rv3yj8t8CJJKkmvZiPiUVirxyf1d9+qrryIhIQEGg2l3gre3t9PsWdOcOXPg5eUFd3d31KxZE1FRUbh7967J9yxcuBA1a9aEu7u7w3v+JnnHYZJ3HGb4xOBQcC9kXxtgN/xt8B9c4r5fhEecSTXPVuVPLPyd7xVstfJnac8fd7eeOQAKvfNnPvDFEvwVli+LHtoYeOu6uTwZVkNCr0bfSvYuZ98E/pwvcsIKl1Tw1/CjYvjr9fUeUHoaj5/miX62o1q05woLf9E/E/iTRMSntCI+pZUd8FexYkWEhoaiR48eyMrKYr+u0+mcatGV4lb+ZvjE4HjX7si+8R+74O/+yCaI4VnxMKfeeBOgM4e/c+Ehgto+hcAfs+rhZPcuVqd9Wlrybqn6Z2nSJ9+OP1vwV/ByOWS5lZflUBelJvRq9K1k73L2TeDP+SInrHBJA39bTeAv4tt9oPQ0Hmbnin62o/r+78sYG/khxkZ+iBFLDrvMhyCtWWMMuYv4lFbEp7Sy4ZP7u87DwwP5+fkYOXIk/Pz8cO3aNfbrahVz5y/RKx7TfWJxsnsXZN0ZYTf8jaxmCn+ULgx7AiPsgj/me5ngvfP3hQ4F/3VHQdKrgto+j4T2xO4Okdj6Rv8SlT++Re98g15s7fdb7jfCJvydCuuMpPJdMLJCQ5cnwfZGdAVfRFfwdbmPF8W3kr3L2TeBP+eLnLDCJQX8tfrEdK9fv+/2g9LTuPs4R/SzHdXCXZfZJe/Df5I5/BERETld5vDHaObMmahRowb279//wsDfDJ8YZMTUQ+b9cXbBX1q/N9DMfZBJouWjC8fB4DdN4I8BQOZ/24I/82mfjyfUNl3ybueqB+bO3wb/wSz4cVs/uVU/SyAopPK3wX8wNrUeiB0Bb+Ng8JtY4RcFH1244ip+JEioKQj8OV/khBUuKeDP/5OtaDy5GP4G/XAQlJ7GjYynop/tqL7deYmFv6GLD7nMBxERkTzE/V1n3t75xx9/oGrVqnjppZdK21apiYG/D2rF47M6MXg8obYR/i72EAx/m1oPLAE2vXSxJVo5udU/h/f8faErAX93o/xM4M+87ZNb+WMGvnDBz3y5Oxf+LMEetypobdrnr02j4aXr4vLElwSJFz0I/Dlf5IQVLqngrwkH/oYuPgRKTyPt4RPRz3ZUX29PxRq/zljj1xlDFskc/oYPN4bcRXxKK+JTWtnwyf1dt3bt2hKfnzhxAgMGDHCKNTnIHP6y/uuFzIdxxZW/P2tYhb/0sb7Y1HpgiURrVt3xJYDO0VUPzJ2/xxNqI/cLHQpDXkZhF43Fyh/fnT/ztk/zYS9Cp32aAyAX/n5rFsXC36bWA7HUDPx+f6k6fn+pusuTYHuD+Cbe1eCbwJ/zRU5Y4ZIC/lpO+8sE/kYsOQxKT+PS/SwrP+VczduWyg58+c+PB13mQ5BUMlBDNiI+pZVKfFr6XZednY0ff/wRAQEBL0TlL9ErHl/UiUHO9FdM4c9G5S99rC8SeJa7Swl/Jm2fX+iMA190lqd9cuGPu+qBO/CFC3/mw14sVf2srXngVv42+A/GL01Glqj4yXkYhrUgvol3Nfgm8Od8kRNWuKSAvxbT/kLTKVvYP49eegSUnsa5O5min+2o5my9yMLfwB8OuMyHIKkkuZaNiE9ppRKf5r/rdu3aheHDh8Pd3R1ly5ZFbGwsrl696myXLhMDf0le8ZhTbzxyv9AhM2OCVfh7kvQaC3+3h7QssdzdW9cNewIjHIY/84Ev5pU/R+GPqfxt8B9cou2TD/74KoDWWkEZ+FvSeBQoXZiiEmOlJvRq9K1k73L2TeDP+SInrHBJBX9+HPgbv/woKD2NUzcfi362o5r91wUW/vp/T+BPEhGf0or4lFYC4O/mzZuYPn066tati/LlyyMyMhJr1qxB9erVcf/+/VI0W/piVj0w8Pd8tsYIfwLv/N0a7I+W7kNNkqzu7uN5gc584IszKn8nunW1uOrBvO3TEgBy2zhtDX0xn/a5svlwdHcfr7jEWKkJvRp9K9m7nH0T+HO+yAkrXFLAX/Opf8Hv42L4i19xDJSeRsr1R6Kf7ahmJp9n4a/fd/td5kOQVJJcy0bEp7RSic8yZcqgXLlyqF69Or799luTJek1atR4IeBvknccJnvHYaHvGORvqmkKfzbu/O0JjCgx7GW6TywuRXSwWPmzBH+2Vj3Ygj977vyZT/s0hz8+2ON+jWkBNYfDcG2MIhNjpSb0avStZO9y9k3gz/kiJ6xwSQF/zT7eYgJ/7/1+HJSexj9pGaKf7ag+31wMf30XEviTRMSntCI+pZUA+Bs8eDA0Gg3q1KmDyZMnIzU1FcCLB3/fN3wH+X/Vtqvyxwd/M+uOtwp/9rZ93hjYGveim3Lgz80E/phpn3xtn7bgz9K9P76JnpYWvzOVwiSveMUmxsS3vEKp3uXsm8Cf80VOWOGSAv78Pt6CZhz4+2D1SVB6GvsvPRT9bEc1Y9M5Fv4iF+xzmQ9BUklyLRsRn9JKJT6Z33WPHz/GggUL0KZNG5QtWxYBAQHQarWqvu8HmMLfokajkbergc07f1z429J2gAn81dSGYme7vnbBHwOA1to+rcGfpbbPE9268rZ9cvf88U375Gv3tDb587dmUfi+4TtoqO2r2MSY+JZXKNW7nH0T+HO+yAkrXJLA35QtaD71L/bPk9afAqWnseuC6/4mffqfZxE5dDYih85Gn29lDn8HDxpD7iI+pRXxKa1s+OT7XXfy5EkkJCSgWrVq0Ol0GDdunDMdulQM/E2lYrGk8SjkpgQIhr+MmHqY8LrppE8fXTj2dezDwh/fkndLlT9rbZ9c+Mv/TIf8udV59/xZuvNnvufPFvxZav/kq/z92jQaER5xNpPPnhX90LOin8uTYHuD+Cbe1eCbwJ/zRU5Y4ZIC/ppO2YIW04rhb9rGs6D0NP46c1f0sx3V1I1n2CXvfb7Z6zIfRERE8pC133V5eXlYtWoVevbsWYqOSldubm6YXAR/vzaNxrPTIabwZ+XO34PRjRCoGW2SYHXUvIPUPoGi2j5tDXzJX1UJ+cleFpe8p3QOsznwhW/Ru6Xqn6Upn8zXE73i8bo22OXJLQkSJCwHgT/ni5ywwiUV/LXkwN/nm8+D0tP48+Rt0c92VB9vKIa/N78m8EdE9KJLit91ShYX/lb4ReHZ2c6CB77wwV+kRxwuRXSQHP5MKn9m8Gc+8EUo/HGrf9baPi1V/Fb4RWGB7xg0cx/k8sSWBAkS1oPAn/NFTljhkiIhajI52QT+5vx1AZSextqUm6Kf7agm/3Eae6kW2Eu1QPj8PS7zIUhduhhD7iI+pRXxKa1s+CTwVwx/vzWLwpNLvWzCH7Pn78bA1mjuPtgkwUryisfVtwMEwd+58BCHBr4UNiuHwpYVeOHPvO2T2fO39Y3+SG4zgHfgC1/VT8iah6VNo9G3ku12TyZ2l62M3WUruzwJtjeIb+JdDb4J/Dlf5IQVLikSosaTk+H/yVb2z9/sSAWlp/H7P9dFP9tRJa07xQ586TFP5vCnkoEashHxKa1U4pPAXzH8rW4+DNnXBiDz0X8twl/O9FfYyl9K57AS7Y5JXvG40redQ5U/QXf+PvewOvCFmfZ5JLQnb+XP/M6fOQAyA1ysVf6Y+KJODGpqQwUnn3IehkF8yyuU6l3Ovgn8OV/khBUuKRKiRh8loxUH/n7YfRmUnsayA2min+2oEtcWw1/YV7td5kOQVJJcy0bEp7RSiU8Cf8Xwt67lEJvwx237PN61uwn8eWoD8UOj0Q7Dn6C2Tyvwx638WYI/vj1/fGseLN35Y/75S5OR6KWLVU1iTHzLK5TqXc6+Cfw5X+SEFS4pEqKGH21G6+nF8Pfzvqug9DQW7bki+tmO6oPVJ1n46zb3b5f5ECSVJNeyEfEprVTik8BfMfyt9x+CrFvDBN/544O/LW0HuBz++O78WdvzZ77g3dauv+V+IzCz7ni7qn5yT4yJb3mFUr3L2TeBP+eLnLDCJUVC5DtpM1pP38b+efmha6D0NBbuuiz62Y7qv6tOsPDXZQ6BP0lEfEor4lNaEfizKi78bfAfjMx7owXf+VvhF2Wy408O8Gdp4IuQJe/W9vuZQ2BUlQS7k085J8bEt7xCqd7l7JvAn/NFTljhkgr+2nxaDH+rjtwApacxb1uq6Gc7qvdWHmfhr9PsXS7zIUgqSa5lI+JTWqnEJ4E/++AvZ/orLPzNqjveJLmyBX9C9/wxn13sHSQI/sxXPfDt+dvSdgDo1oMEDXzhA0Au/C1tGo1WmmGqSoyJb3mFUr3L2TeBP+eLnLDCJUVC1MAM/v44fguUnsaXW86LfrajmvB7MfyFztrlMh+CpJLkWjYiPqWVSnwS+CuGv42t/mNX5c8c/pq5D8KpsM6lXvkzX/LuaOXP1p4/JmI8E+xu+ZR7Ykx8yyuU6l3Ovgn8OV/khBUuSeAvaTPacuBv86k7oPQ0Zmw6J/rZjip+xTG0G/8z2o3/GcFf7nSZD0G6ccMYchfxKa2IT2llwyeBv2L42xbQD5mPPyyGv/1+VuFvTj1T+GujiUJqn0Cb8MdUAW1V/izBX/5CHfKX1bBryTsDf+bTPhn447Z+MlM/+WJp02i00UQ5lHy21LRCS00rlyfBxLf8Q6ne5eybwJ/zRU5Y4ZIiIaqftAlvzCiGv+3n7oHS0/h4wxnRz3ZUsf9LYZe8d5y5w2U+iIiI5CECf8Xwt6v9W8h6MkPQtM9/4+uU2HHHB39coOO2flqq/HF3/VmEP2bJ+/wKgto+d3eILFH5W+9veeAL37oHJmY5MOiFBAkSrg8Cf84XOWGFS4qEqN6HmxAwYzv75z2pD0DpaSSuPSX62Y4qZnkx/AV+QeCPiOhFF4G/Yvjb3SHSLvjr7m678mcOf1K0fbLwZ8edPyHTPrm7/iwB4Gd1YkyG3JAgQUIZQeDP+SInrHBJBX/tPiuGv0NX0kHpaUxceUL0sx3V2GVHkVrVG6lVvdHhc5nDX+PGxpC7iE9pRXxKKxs+Cfy5YRIX/rKn2YS/J0mv8cJfrGcC0vq94fwl77XKwuD9ktXKn/meP6HTPi3t+mNiRFX7p3wycaGMBhfKaFyeBBPf8g+lepezbwJ/zhc5YYVLioSo7oeb0J4DfynXH4HS04hfcUz0sx3VO0uPsANfuGAqS6lkoIZsRHxKK5X4JPBXDH+Hgnsh+9lMq/DHTPvkg78JrzsZ/t6lBE375N75OxwSblflz9rET0enfDIh52EYxLe8Qqne5eybwJ/zRU5Y4ZIiIaqTSJvA3+lbj0HpaYxddlT0sx3VqF/+YeGPex9RllJJci0bEZ/SSiU+CfwZ4W9K7TgcCu6FJzlziuGPZ+ALA3+P36V44e/agDbOm/ZpDn9mlb/zvYIFrXrY4D8Y61oO4R32Yg3+5tQTd99Pzokx8S2vUKp3Ofsm8Od8kRNWuKRIiHwSaZPWytR7WaD0NKJ//kf0sx1V9M/F8MddQyFLqSS5lo2IT2mlEp8E/ozwN8k7DgeD37RZ+WPaPoXCH/fOn2RtnwKWvDNtn2Irf9w1D3Pqjcfr2mBVJsbEt7xCqd7l7JvAn/NFTljhkiIhovSm8Jf28AkoPY2hiw+JfrajGv7TYRb+Wk/f6jIfgqSS5Fo2Ij6llUp8Evgzwl+SVzz2dewjGP742j4Tagiv/J0K64yzPUNxLjykROWPC3+XIjo4tOSd786f0CXvlip/o6o5ft9P7okx8S2vUKp3Ofsm8Od8kRNWuKSCP+5Ezdv/PgOlp9H/+wOin+2ohi4+xMKf/ycE/iQR8SmtiE9pReDPqtzc3JDkFY8kr3jsCYwwnfZpZ9unUPiztOfP7rZPC0veba16YNo+LcGfOfQx1T8Cf6738iL4VrJ3Ofsm8Od8kRNWuKSCP+4uvYfZuaD0NCK+3Sf62Y5q8KKDLPy1mPaXy3wIkkqSa9mI+JRWKvFJ4K+48rer/Vum0z4luPNnT9uno/B3Z3gzXOnbziL8MXf+uG2f5pM+hVT+RhL4U1Qo1beSvcvZN4E/54ucsMIlNiEyGAyg9DSCZu5kv/b4WR4oPY2e8/aIteewBv1wENuCzaAAACAASURBVD4fbITPBxvR7OMtLvMhSIWFxpC7iE9pRXxKKxs+CfwZ9/zxwp+Vts9HcXXRxX2cSXLlKPwxACgU/vJX6JC/qRbvnT9LlT9m4MsG/8F23/n7rZnxnwGaaFHJp6d7O3i6t3N5Ekx8yz+U6l3Ovgn8OV/khBUusQlRYWFJ+MvJKwClp9F59i6R7hzXgO8PsEve/abIHP6IiIicLgJ/RvhLLIK/zKzJgpa8X+wdBC9dF5PkSsy0z/O9gnnhz+TO37sUcmZUQv7vHiZL3vngz/zOHx/8WQI/LgAyLZ+/No0WDX8kSJBwXRD4c77ICStcYhOigiL4C/6yGP4MBkOJCaClrX7f7Wcrf00mJ7vMhyCppLIiGxGf0kolPgn8FcPfptYDkXVrmMPwl1DDuOfvcmR7pPYJNAE6Lvid7N7FZOALU/0TUvnLmVHJauXP0qoHZuCLeeWPW/0zhz8uAJLKH/FNvCvbN4E/54ucsMIlNiHKLygEpacRwoE/AGj0UbJLp2z2XbifvfPXWO7wp5I7VbIR8SmtVOKTwF8x/P3aNBq5KQFG+DvfzQh/G15D/rKKyPuuPHK/1OLZ1Co24e9K33ZI7RPIW/nj/tPSqgdb8Gdp1QOz54+75F1I26e1PX9M5U8K+JPzfSjiW16hVO9y9k3gz/kiJ6xwSQV/obN2mXy95bS/XFpxi/h2Hwt/DT/a7DIfgqSS5Fo2Ij6llUp8EvgzDnyxCX8LiuDPRtsnA3+OTPt0FP74lrzztX1a2vMnZMm7FG2fck6MiW95hVK9y9k3gT/ni5ywwiU2Icorgr9OZvDX/rPtqPvhJlHPFqM+3+w1wl9FHRpMIvAniYhPaUV8SisCf1bFhb+lTaORe9gfmRkTeCt/3LbPGwNbo7G2n0lyJebOn1D4s7bqQSz8WQPA5X4j0M1suqmaEmPiW16hVO9y9k3gz/kiJ6xwiU2InucXwZ/ZcJdOs3aB0tPIK3DNXaFeX+9h4a9+kusgVJBUklzLRsSntFKJTwJ/xfC3uPEoPN/bpCT8iVj1wIU/8+qf1PBnbck70/ZpDn9rWgy1Ou2Te+eP7PlzvZcXwbeSvcvZN4E/54ucMIBvvvkGrVu3Rvny5fH222+bfJaZmYmBAwdCp9OhRo0amD17tsnnt27dQlhYGNzd3UFRFJYvX27y+dmzZ9G+fXtoNBo0atQIW7ea3qPbu3cvmjVrBo1Gg9atW+PYsWN2eRebEOXmF/DCX895e0DpaWTm5Il6vqPqOc8If5kVdaiTSLvEg2CpJLmWjYhPaaUSnwT+ilc9LGo0uiT8idzzJ3Xlz1rbJwN/KZ3DTOCPufPHV/mzNPCFwB/xTbyryzeBP+eLnDCAtWvXYv369YiNjS0Bf8OHD0efPn2QmZmJU6dOoXr16ti4cSP7eXBwMMaPH49nz55h165d0Ol0OH78OAAgLy8P9erVw4wZM5Cbm4vff/8dHh4euHv3LgAgIyMDr776KpYuXYrc3FzMmTMHtWrVQk5OjmDvYhMiS2sd3lqwD5Sexv0s4V6kVNhXu1n4o/Q0DAaDS3wIkkqSa9mI+JRWKvHpSvg7ffo0unfvjqpVq8LNzQ3Z2dklvmfhwoWoVasWtFotIiIikJ6ebvL5lClTUL16dVSqVAnR0dF2/Z4HiuFvsnecsfK3389l8Md8LxNS3vnb+kZ/q/DHBUDz+37M0JdEr3h4agNVmRgT3/IKpXqXs28Cf84XOWGOPv74YxP4e/r0KcqXL4+TJ0+yX0tKSkJkZCQA4PLly3jppZeQkZHBfj548GBMmDABALB9+3ZUq1YNBQUF7OcdOnTAvHnzAACLFy+Gv78/+5nBYICXlxf++OMPwZ6lgr8uc/42+frgRQdB6WlcT38q6vmOqtvcv5Fa1RtXq9cGpadRUChj+Gvc2BhyF/EprYhPaWXDpyvh78KFC1i8eDH+/PNPXvjbsWMHqlSpgpSUFGRlZaF///7o27cv+/mSJUtQp04dXLlyBenp6QgMDMTEiRPt8sC0fU6pHYcljUch90gbm/CX/WEN/Btfx3XwV6ssDLVfsgp/fKseuPDHgJ+1VQ/mlb859cbjdW2ww8nnhTIaXCijcXkSTHzLP5TqXc6+Cfw5X+SEOTKHv2PHjqFcuXIo5OyeWrVqFerXrw8AWLduHXx8fEye8eWXX6Jr164AgLlz5yI0NNTk85iYGIwePRoAkJCQgBEjRph8Hh4ejk8//VSwZ6ngr6sZ/I38+R9QehoX72WJer6j6jLnb1B6465BSk/jeb4C9pQRERE5TXJo+0xLS+OFv6FDh+K9995j/5yamopy5cqxfzHYsWNHzJ8/n/1869atqFKlil0dDW5ubkjyimfhL+d4ByP8Wdjz50z442v7tLjk/a/agit/uztEiqr8MQD4Q6PRaKjt6/IklgQJEvYHgT/ni5wwR+bwt2fPHlSuXNnke7Zu3QpPT08AwLJly9CiRQuTz3/88UcEBAQAAD755BNERESYfJ6UlISBAwcCAEaOHIl3333X5PPBgwdDr9db9Dh16lSUKVOGDbH/kTx7boS/bnNN4S9meQooPY0TN/4V9XxHxQycCS36Z05ege0fIiIiUq3kDH/NmzfHL7/8YvI1d3d37Nu3DwBQqVIl/P138e/YBw8ewM3NDbdu3RL8bjc3NyR6xWMqFYtfmoxEzsmONpe8P0l6zanwx6382YK/rP96Car8md/5Y6p/DPjZ2vXHRG9drMuTWBIkSNgfBP6cL3LCHFmq/HH/dnb16tUmlb86deqYPGPWrFkmlb9OnTqZfB4bG2tS+YuOjjb5vFevXqVa+Xv6PB+Unkb3ubtNvj5x5QlQehqHrqRb+EnnKuTLnWg3/mcMnrwKlJ7Gk9x8l/gQpBs3jCF3EZ/SiviUVjZ8yhn+6tati/Xr15t8rWbNmkhONu5KLVu2LHsXHDDeB3dzc8P58+ctvovvL/oY+Pu1aTSenQ4phr/9fnbBXzf38bgc2V5026etgS/532qR/2tNu+GPb9onH/jxVf2kuPfXUtMKLTWtXJ4EE9/yD6V6l7NvAn/OFzlhjizd+Tt16hT7tUmTJlm98zdkyBCTO3/Vq1c3aRsNDAw0ufPXqlUr9jODwQBvb+9SvfP3JJcf/pLWnQKlp7Hrwn1Rz3dUHWfuwOMKWmRpdC6dOipIKhmoIRsRn9JKJT6dBX8hISFwc3OzGFxZq/wtXbrU5Gtardak8rd7d/Hv2IcPHzpU+Xu/lv3wlznRG5O940ySqzaaKKT2CXQI/s73ChYMf9yBL3zwl9I5jPfOn6VVD+Z7/vgqfkzM8IlxGP7kPAyD+JZXKNW7nH0T+HO+yAkDyM/PR05ODiZNmoS33noLOTk5eP78OQBg2LBhiIiIQFZWFk6fPg1PT0+TaZ9BQUGIiYnBs2fPsHv3bt5pn59//jlyc3OxatUqeHh44M6dOwCKp33++uuveP78Ob766qtSn/aZXQR/YV+Zwt/0P8+C0tNIPn1X1PMdVYfPjfCXXQR/j548d4kPQVJJci0bEZ/SSiU+5Vz5Gzp0qMkAl0uXLpW48/f111+zn2/bts2hO38TXzfe+VvuNwLPzna2Cn/MtM+s/3phTj3Typ8Y+LM08IWv7VPIqgdbbZ/cyp+1PX9MxY+Bv0Ui7v3JOTEmvuUVSvUuZ98E/pwvcsIwVvzM/7Y3JCQEgHHP34ABA6DT6eDp6cm756979+7QaDSoXbt2iT1/Z86cQbt27VCxYkU0bNiwxJ6/PXv2wM/PDxUrVkSrVq2QkpJil3dnwd+sLRdA6Wn8cVz430xLqXafbcfjisXw9zA71yU+BEklybVsRHxKK5X4dCX8GQwG5OTk4MKFC3Bzc0N6ejpycnJYeNuxYweqVq2KY8eOITs7GwMHDjSZ9vnTTz+hXr16uHr1KjIyMhAUFOTQtE8u/D09301Q5c+Z8Gdr4Isj8Gc+8IV7529l8+EWWz/5qn+JXvGqS4yJb3mFUr3L2TeBP+eLnLDCJTYhysrJA6Wn0WPeHpOvf7vzEig9jRWHr4t6vqNq++k2PK6oQ7bGw7hvMNM1+wYFSSXJtWxEfEorlfh0JfwxFT/zSEtLY79n4cKFqFmzJtzd3S3u+atWrRo8PDwwYsQIh/b8/V9NDvxd7CG48jerrin81dSGYltAP4vwxwVAMXf+bO35Y+DvRLeuvJW/Df6DeSt/5sNemKqf+b2/qZRjQ1/knBgT3/IKpXqXs28Cf84XOWGFS2xClFkEfz3N4G/Jvqug9DQW7bki6vmOyv+TrSbwd+fxM5f4ECSVJNeyEfEprVTiUw5tn64UA3+TvY2rHmxV/hj4y5zojaOdepjsvfPUBmJL2wEm8Mdd32AOf+fCQwSterg2oI1dlT8he/64d/4stXxaqv792jQa4doYVSXGxLe8Qqne5eybwJ/zRU5Y4RKbED1+ZoS/8Pmm8LfqyA1QehrztqWKer6javbxFmRW1CHb3Qh/NzJcs2xekFSSXMtGxKe0UolPAn/GgS+OwN/xrt1twh/3Hp+typ/QPX+2Kn+2Vj0wlT/z6h/fmgdz+GO+5kjrp5wTY+JbXqFU73L2TeDP+SInrHCJhr+n/PC3+dQdUHoan9JnRT3fUTWenIxDdf1xunEbUHoa19KfuMSHIHXpYgy5i/iUVsSntLLhk8CfGz6oFY9JDPwJbPu0F/6EtH0Khb9Cv3IobFnBbvhjpn0y8Mfd8be6+TBB4MdU/pb7jUA3s1UXtmJ32crYXbayy5Nge4P4Jt7V4JvAn/NFTljhEpsQ/fv0OSg9jV5fm8LfntQHoPQ0EteeFPV8R9Vg0ma0/XQbhv10GJSexpUH2bZ/iIiISLUi8Ccd/L2mbY8kr3in3/njLnm31PZ5JLSnoLZP82mf1tY9mMPf+7UcG/xCggSJ0g8Cf84XOWGFSyr4e/PrvSZfP3b9ESg9jbgVx0Q931HVSaTR4fMdGLHECH+X7me5xAcREZE8RODPCH9TasfhlyYjBa96yJzojYfvNERHzTsmCVaiFfhjoM/eyp/5nT8++Evr94bgtk8G/lY3H8Z754+BP+7gF0sRqhnj8qSWBAkStoPAn/NFTljhEpsQPXpihL/e35jCX+q9LFB6GiOWHBb1fEdUWGgApacxNuZbzPjoJ1B6Ghfuyhj+Dh40htxFfEor4lNa2fBJ4M8NiV5G+FvSeJRo+OuoeQcXewdZrPyZw9+58JAS8Mfd88db+Zvujvx5noLbPnd3iDSp/HHbPvnu/JlP+jQHQKbyt9xvBBJqJAhe+t6zoh96VvRzeRJsbxDfxLsafBP4c77ICStcYhOijCL462MGf3cePwOlp9H/uwOinu+InucXgtLTyNLo8KRo4MuZ249L3YdgqWSghmxEfEorlfgk8CcO/jppxpokWO01I9mKHQN058JDSnXVAx/8WVr1YL7jj4E9vqof98+/No1mITBYYPVPzsMwiG95hVK9y9k3gT/ni5ywwiU2IUrPzjXC37f7TL5uaf9faejZ8wIW/p4Wwd+pmwT+RIv4lFbEp7Qi8GdVDPxNpWKxpPEo5KYECIa/f+PrYLJ3nEmCVVMbip3t+gpa9eDwknd32/DHvfPHV/njrnmwZ8E7XwVwXv1x8NGFKzoxJr7lFUr1LmffBP6cL3LCCpfYhOihBfhjWi87ztwh6vmOiNk9yIW/4zf+LXUfgqWS5Fo2Ij6llUp8EvhzwyTvOEylYrGo0Wg8P9jCKfDn6KoHpvJ3N8rPrsqfOfzx3fnjG/hiCf64rZ7mX1vhF4VxryWUGH6jpMSY+JZXKNW7nH0T+HO+yAkrXFLBX4QZ/AFAk8nJ8P9kq6jnOyLmHmK2RoenWiP8Hb32qNR9CJZKkmvZiPiUVirxSeCvGP6+b/gOnu/3Ewx/j+LqYlZd03UHr2uDsbHVf3grfwz4WbrzZ63yZwJ/dlb+LA18MYc/oUveLQGhrfZPOSfGxLe8Qqne5eybwJ/zRU5Y4RKbED3IMsJf5IKS8PfGjG1okLRZ1PPFeOLC3+GrGaXuQ7BUklzLRsSntFKJTwJ/xfC30HcM8pO97IK/PYERJQaeTPeJxeXI9oLgzxltnymdwxyCP77Kn9AW0BV+UZhTbzzqa/soMjFWakKvRt9K9i5n3wT+nC9ywgqX2IToflYOKD2Nt3jgr/PsXaD0NHLzC0S9w14xw2ayNR4s/B24nF6qHuySSpJr2Yj4lFYq8Ungrxj+5jcYi/xF5e2Cv+Ndu4PShZkkWQk1EgRX/hwa+MKBv6z/epnA34luXXnhj2/apz1tn7aqfsyQmPgaCfDVRiouMVZqQq9G30r2LmffBP6cL3LCCpdo+Ms0wl/fhftLfNbnm72g9DQynjwX9Q57dSPjKSg9jd3teuJoSG9Qehr7Lj0sVQ92afhwY8hdxKe0Ij6llQ2fBP6M8Deldhzm1R+HvAX2wd+96KYI18aYJFltNSNwsnsXu+HP2p0/LvwVBr2Ewq5a3sqfEPizt/LHB31c+ONOCF3TYihiPPnv//3+UnX8/lJ1lyfB9gbxTbyrwTeBP+eLnLDCJTYhumcF/gYvOghKT+N6+lNR77BXVx8+AaWnMXTxISStOwVKT+Pviw9K1QMREZG8RODPCH+TveMwt/44PJ9b0S74yxjXAAk1EkySLG9dN+wJjEBqn0CnwF/+Cm2JJe/WVj3Ygj/zaZ/Wqn9c6OMOfGHgb3XzYVjhF4WBleNtDoAhQYJE6QWBP+eLnLDCJTYhuvvYCH9v88DfmGVHXLJj79L94gXzH284A0pPY/u5e6XqgYiISF4i8OeGyUXwN6feeOR+7oHMjAlW4S/7wxos/KWP9S0Bf69rg7Gy+XCk9gksseRdirZPe+HP0pJ37roHLviZD32xVPnj7vrjwt+6lkOwsvlwRFURvgCeBAkSzg0Cf84XOWGFSyr46/ddSfh7b+VxUHoah66U7n27c3cyQelpLIididWJX4HS00g+fbdUPdilNWuMIXcRn9KK+JRWNnwS+CuGv1l1xyNn+is24Y9b+Usf64uFviWnXMZ4JpQAOjGrHrjwVzChAgo+qiZ44Is5/DGVP27VT2jbp/mSd3P4W9l8ONa1HAK69SCsazkE71QvBsDoCr6IruDr8iTY3iC+iXc1+Cbw53yRE1a4xCZEzHCV/t8dKPHZtI1nQelpbDlTuuB14sa/oPQ0nrp7IEdXCZSexsYTt0vVg11SyUAN2Yj4lFYq8Ungrxj+ZtYdj4fvNETmwzi74O9Et66oq33TJNFqpRmG4127m8CfmLZPS6sezAe+CFnyvq6l8FUPtga9mA98YSp/G1v9h31nfFFlVM7DMKwF8U28q8E3gT/ni5ywwiU2Ibr9bxH8fV8S/r7deQmUnsaKw9dFvcNe/ZOWYYQ/bTH8rTt2s1Q92CWVJNeyEfEprVTik8CfEf4mecfhszoxSOv3BjLvj7ML/q6+HYDG2n4midbr2mCs8ItyaNonE0L2/FmCP3vu/PHBn6WqH7fax/zZ/M4fF/72deyD3R0i8X6teFknxkpN6NXoW8ne5eybwJ/zRU5Y4RKbEN0qgr8BPPC34vB1UHoa3+68JOod9mrfpYcl4G/lkRul6sEuqSS5lo2IT2mlEp8E/orhb7pPLM6FhyDz3mjB8PfwnYa4M7wZ3q4UXyLZWuA7xrl7/hbww19K5zCrd/744E/IsBdLLZ98lT+69SAW/k5064r9Qb3x2O1l2SbGSk3o1ehbyd7l7JvAn/NFTljhEpsQ3Xz01CL8bTlzF5SexrSNZ0W9w17tPH8flJ7GM60Hcovgb/mha6XqwS6pJLmWjYhPaaUSnwT+iuFvGhWL4127I+vWsBLwl/+DZfi7F90U3zd8p0SyNapaguhpn/bA37nwEN62T27lb4P/YKurHoS2e/K1f67wM4W/bQH9sD+oN6bUjkMnzVj86/aSbBNjpSb0avStZO9y9k3gz/kiJ6xwSQV/A38oCX9HitovE347Juod9ir59N0i+KvEwt8v+9NK1YNdUklyLRsRn9JKJT4J/BXD31QqFkdCeyL7xn/shj++e3/N3QcjpXMYzoWHSLrqwVbljw/+trQdwMKfpSXvlto+uUNdLN33Y2J182FY729s++xbKQ5tNSPYc5FzYqzUhF6NvpXsXc6+Cfw5X+SEFS6xCRGzUH3QDwdLfHblQTa7b680teHEbVB6Gjm6YvhbtOdKqXqwSypJrmUj4lNaqcQngT/jnr8kr3hMpWKxJzAC2Vf72tX2eS+6Kc73CkZ9bR+TZMtTG4jlfiN4p32eCuss+M7ftQFt+O/88cDfiW5dee/8MfBnb9snF/i4MGgOgiv8jJM+Vzcfhv6V49FY2w81taGKSYyVmtCr0beSvcvZN4E/54ucsMIlFfz958eS8Pf4aR4oPY2e8/aIeoe9WnP0Jig9jcODxuJ0VAwoPY2Fuy6Xqge79OGHxpC7iE9pRXxKKxs+CfyZwt/q5sOQe6SN3fB3e0hL9K0UVyLhGlUtQXDljw/++KZ9FvZ5GYUDK1mt/B3t1INd+bC7Q2QJ+GN2/PHBH7f6J2TaJ3Pfb1iVBNTVvlkC+piY93ItzHu5lsuTYHuD+Cbe1eCbwJ/zRU5Y4RKbEF1PN8Lf4EUl4c9gMKDeh5sQMGO7qHfYK+6gmZX/3AClpzF/e2qpeiAiIpKXCPwVw9+U2nFY7jcCzw+2sAh/z6a9ygt/d4Y2xwKefX9M66c9bZ/m8Gde+WOXvPPc+TvRravVPX/MnT9r8GcL/MwHvYypngBvXTe8rg12eYJLggQJ/iDw53yRE1a4xCZE19KfgNLTGLKIv7Wzzafb0CBpMwwGg6j32KNf9qexrZ5rU4xVwDl/XSi19xMREclPBP6M8JdYBH+/NBmJ/GQvh+AvpXMYKF1YiaQr1jOhxNAXW5W/Mz06WWz7tAZ/fKsezKd98t35EzLtc4VflAn4LfQdg7raN9kl7iRIkJBvEPhzvsgJK1xiE6K0h9bhL+yr3aD0NLJy8kS9xx79uPuKse1zwhSc+uATUHoaXySfL7X32635840hdxGf0or4lFY2fBL4M4W/xY1HIX9TTbvbPu8MbY6bg1ohXBtTIulqpRmGlM5hDq96MIe/guHlUTD+VaurHswrf9bu/Nm77mFx41FoqO1rN/QllfdBUnkflyfB9gbxTbyrwTeBP+eLnLDCJRX8WRrqMmTRIVB6GlceZIt6jz36ensqKD2N5x6VkOdRGZSexvQ/S3fdhF1SyUAN2Yj4lFYq8Ungzw1JXvEs/C3wHYP8JRXsWvLOwN+twf6YU298iaTLUxuINS2GOrzq4dqANqKmfTKVP7r1IKurHiyBH/d/D3k1weHkU87DMIhveYVSvcvZN4E/54ucsMIlNiG6agP+3l99ApSext7Uh6LeY49mJp8vgr/KyKtkhL+P1p8utffbLZUk17IR8SmtVOKTwJ8R/pg7f3Prj8PTKdXw9Hw3hyp/B4PfhJeuS4nEa8LrCTbbPrnwx237NB/4ImTa55HQniYDX7jwZ+veHx/8LW0ajbaaEapNjIlveYVSvcvZN4E/54ucsMIlNiFi1jkM++kw7+fzthmrcL8dvi7qPfbo4w1nQOlp5FWqjPwi+Ju48kSpvd9e5egq4Ym7B3LyClxtxbpUAgGyEfEprQj8WRUDf5O84zCldhy+qBODx+9SeHa2s0Pwd/XtAHR3L1n9C9BE42inHiXg71x4iM22T6HwJ+TOn6XKH1/LJwN9C3zHwFvXTdWJMfEtr1Cqdzn7JvDnfJETVrjEJkSXi+BvuAX4W120dmF2KQ5c0a85CUpPI58DfzHLU0rt/fbqcQUtHlfQIvn0XVdbsS6VQIBsRHxKKwJ/VmUOf5/VicH9kU3w7HSIQ/B3bUAb7GzXl7f6936teLvaPs+Fh9hd+bO05J078EVo2+fSptHowXOHUY2JMfEtr1Cqdzn7JvDnfJETVrjEJkSX7hvhL2oJP/wdvJIOSk9jwu/HRb3HHsWvOMbCX0HlV0DpaYyw4E8OYuBv9dGbrrZiXSqBANmI+JRWBP6syhz+pvvE4nJke+SmBDgMf6l9AhGsKbn2wUvXBXTrQWxb57nwEMF3/uyBP0sDX+jWgwQNfFnhF4VFjUajty72hUmMiW95hVK9y9k3gT/ni5ywwuVs+GOWwPf/7oCo99ij0UuPgNLTKKhcGYVF8Dfg+9J7v71i4G/pgTRXW7EulUCAbER8SisCf1bFvfM32TsOU6lY7Gr/Fp4fbOEw/F19OwDTqFjevXcf1IrHye5dBC9554U/rf2VP2vTPrmVv+V+IzC/wVg0cx/0QiXGxLe8Qqne5eybwJ/zRU5Y4RIPf1lWK2t5BYWok0ijw+c7RL3HHjETRtM/n40ns78CpafR+5u9pfZ+e5STV4DJXcdictexWLjrsqvtWNc33xhD7iI+pZVKfBL4K572ycDfev8hyN9U0yH4S+v3Bq70bYfzvYIRqBldIgHz1nXDmhZDTQDP2pJ3vrbPgqjyKIixvOrBUtunpcofA3/L/UZgSu041NSGOiX5TCzvg0SZjsEnvuUVSvUuZ98E/pwvcsIKl9iEKPWeEf6if/7H4vd0+HwH6iTSpTbQJOLbfaD0NO5n5SAnrwCUnkaXOX+Xyrvt1cPsXFB6utTvRRIRvWgi8Fe8549p/VzoOwb5yyqKgr/LkcYqH18S1sV9HA4F9xK86sEc/iwteRcKf+ta8g98mewdx3tXkQQJEsoPAn/OFzlhhUtsQnSxCP5GWoG/EUsOg9LTOHs7U9S7hKrz7F2g9EbYNBgM8CnlyqM9YlZlUHoa0zbKeBchEZHCReCvGP6YdQ/zG4zF89kaPN/bxK49f1z4uxTRAcltBqCp+wDeRCzRK55d5yCk8sfd85e/Qov8ZC+79/xZmvb5W7MoTPKOk2SiJwkSJOQZBP6cWKO1fAAAIABJREFUL3LCCpfYhOjCXSP8jfrFMvx9tukcKD2N9cduiXqXULX9dBsaJG0G9HpAr0eTycloOe2vUnm3vTp5818sDOiHhQH9oF9z0tV2rKvoPGUv4lNaqcQngT83TC6Cvw9qGeFvVt3xyJzojbxdDRyu/F2K6IDUPoGY4RPD20ZZV/smVjYfzoKfPUveC3u/jML+HnbBH3Pnjwt/61oOwermw/BBrXhQujCnJ59fv1wTX79c0+VJMPEt/1Cqdzn7JvDnfJETVrjEJkTn72YWwd8Ri9+zpmjdwxfJ50W9S6gafrQZrT7Zyg6AaD19G3wnbS6Vd9ur/ZcesgNf4lYcc7Ud61LJ4A/ZiPiUVmTgi1Uxlb8Pahnhb7K3ceLnpYgOyE/2EgV/F3sH4XjX7gjQRPMmY93dx+NwSDhS+wRarPxdjmxfAv6ETPvk7vljBr4wS965lb8PasWjrvbNUkk+5TwMg/iWVyjVu5x9E/hzvsgJK1ylAX+nbz222RoqlfIKCkHpaYR8uZNNBoNm7jRO/yw0OP399ir59F0W/krjfERJJRAgGxGf0orAn1WZw9+koqEv2wL6IX+5Owt/+T84Bn/newVjge8Y3umZntpAjHstAUdCe1qFP/O2Txb+vrNc+TvaqQe78oG7548Lf1/UiSk18JN7Ykx8yyuU6l3Ovgn8OV/khBUusQnRuTtG+Bu91DL85eQVoO6Hm9D2020wGJwLYPcyc0DpaUQu2Mcmg2Ff7Qalp/EkN9+p73ZEq47cYOFv4A/yXUcBQDUQIBsRn9KKwJ9Vce/8ce/9LWo0Grlf6GzCn7U7f8z6hnPhIfisTgzv6gdPbSASveLtGvhiqfJ3LjzE5p2/ja3+gw3+gzGn3njeaaQvamJMfMsrlOpdzr4J/Dlf5IQVLrEJ0dnbRvh7xwr8AUCfogmc19KfiHqfLZ26aawyjll2hE0GIxcY3/0gK9ep73ZES/ZdZeFPrusoGBVWfgXPPSo7HeBFSyWwIhupxKcr4e/06dPo3r07qlatCjc3N2RnZ5t8/vPPP6Ns2bLQarVsLF682OR7pkyZgurVq6NSpUqIjo5GTk6OXR648PdBreKVDzN8YpA+1hf5f1STBP6OhPZE/8r80z99tZGY4RNTYtefvUvebcEfM+3zt2ZRCOVZQv8iJ8bEt7xCqd7l7JvAn/NFTljhEpsQnbnNgS0rmlE09GXlPzdEvc+Wdpy/B0pP46P1p9lkkNn7d/Whc8HTEc3fnsrCX+fZu1xtx6oyK+rwuIIWO87fc7UV61IJrMhGKvHpSvi7cOECFi9ejD///NMi/LVu3drizy9ZsgR16tTBlStXkJ6ejsDAQEycONEuD3zwN8k7DklexmXs+Wtesavt89qANiXgj6nm0a0HWZz+2VDbF9N9Yk1aP23CX1Hb573opoIrf3TrQXinegJvFfJFToyJb3mFUr3L2TeBP+eLnLDCJTYhYu7zjV121Or3bT9nhLL3fj8u6n229Nvh66D0NOZvT2WTwXd/OwZKT+OftAynvtsRfUqfZeGv3WfbXW3Hqhifvx685mor1qUSWJGNVOJTDm2faWlpDsFfx44dMX/+fPbPW7duRZUqVeyqwpvDH3PvL9ErHptaDzSuVXDwzt/5XsEm8HcqrDNW+EWhobYvb3Lmq43ElNpx7M8Ihb+7UX5I6/eGzVUPyW0GYF79caV6z08piTHxLa9Qqnc5+ybw53yRE1a4pIK/cb9ah7+snDw0SNqMltP+Qn5Boah3WtPX21NB6Wn8dvg6sG4dsG4dW3WkT95x2nsdVeLakxjzVhLGvJWEZh9vcbUdiyooNLA+529PdbUd6yr69y57EZ/SyoZPucOfRqNBtWrVULduXUycOBFPnhR3KlSqVAl///03++cHDx7Azc0Nt24JX5/Dhb/3axmDufu3psVQ5C+raNe0T27ljw/+TnbvgpXNh6O+tg9vglZf2weDXjFWHS/2DuJd9VDwXgUUfFTV6sAXPvhb6DsGzd0Huyz5jKrgi6gKvi5Pgolv+YdSvcvZN4E/54ucsMJVWvAHANE//wNKT2P/5Yei3mlNH60/DUpPm7QmLtpzBZSexpJ9V532XkcV878Udsl7/aRNrrZjUfezclifk/847Wo7RER2S87wd+XKFVy+fBmFhYW4dOkSAgMDMXLkSPbzsmXL4vjx4q6JvLw8uLm54fx5y+tzpk6dijJlyrDh5uaGpKJhLwz8vV9U/VvZfLix6ucg/Jm3fZ4K68wC4LqWQ+CjC+dN0mpqQ/F2pXicCw/hnfbJLnn/zvadv6OdemB3h0hsaj0QwS6450eCBAl5BIE/54ucsMIlNiFiBqyMX24b/lb+cwOUnsYHq523zJy535d6L4v92h/Hb4HS0/h8c+nsGbRHjN86iUawep7vvKqoGDF3Oyk9Lf99hEREPHIW/IWEhMDNzc1icGUJ/sx14MABeHh4sG2dlSpVwu7du9nPHz586FDlj7nr935R2+f7tYyVv+V+I1j4k+LOHwN/p8I640yPTljvPwTeum68iVpNbSjaakbgYPCbuDmolSD4M1/1wMDfnsAILGo0mnfZPAkSJF6MIPDnfJETVrjEJkQnb/4LSk8jZnmKze/NyslDk8nJaPjRZjx68lzUey2p7afbUD9pE/IKCoGhQ4GhQ3HwSrrxvuFK5943dERhX+3G2qad8FerbqD0NP596pxzEasd5+9hbdNOWNu0E4YsOuRqO9ZV9O9d9iI+pZUNn3Ku/Jnr0KFD0Ol0LPx17NgRX3/9Nfv5tm3bHLrz90ER7P1fzWL4m+QdZ7zzt6qSqD1/1uDvTI9O2OA/GF66LhYTNl9tJMZUT8D9kU3weEJt5MyohMKO5VDY2V3wnr+d7frKouq3qlw1rCpXzeU+iG/5h1K9y9k3gT/ni5ywwiU2ITpxowj+/mcb/gDg4w1nQOlpzNl6UdR7+fTv0+eg9DS6zy36G/KiARDX0p+A0tPo991+yd8pVq2nb8Pjijpku3uA0tO49e8zV1vi1fJD19iBLz3n7XG1HetSyYAS2UglPl0JfwaDATk5Obhw4QLc3NyQnp6OnJwcFt42b96MO3eMd5LT0tIQFBSEoRyQ/emnn1CvXj1cvXoVGRkZCAoKcmjaJxf+uPv+dgS8zU77tNT2aWnVQ2qfQJvwd7ZnKM6Fh+Bopx5oqxlhMWl7XRuMQM1o3B/ZBLmfe8Cg5V/yzm375Fb+Er3i4akNdHnyKedhGMS3vEKp3uXsm8Cf80VOWOESmxAdL4K/WIHwd/vfZ2gwaTMafZSMO4+lBZ1dF+6D0tNI+K2oLbEoGSwsNKDJ5GQ0nbIFhYXy2VH3PL8QdRJpZFbU4UkR/F3ktKvKSbP/usDCX3uZTyVVC6zIRirx6Ur4Yyp+5pGWlgYA+O9//wtPT09oNBp4e3sjISEBWVmmvwumTJmCatWqwcPDAyNGjHBozx8Df+9zJn0mecXjYPCb7J4/oXf+hFb+GAA8Fx6C1D6BOBceglHVEqwmb166LljoOwYGbRneVQ9M5S+lcxgLf0dCe7pkp5/SEmPiW16hVO9y9k3gz/kiJ6xwiU2IjqRlgNLTmGDHCocvt5wHpacx8IcDxvZMiTRt41njLsEjRbsEOcng2wv3g9LTSJPRrr+0h8aKZLa7B55qjfB34HK6q23xauLKEyz8Nfxos6vtWJdKYEU2UolPObR9ulLcO3/cNQ+JXvE4FNwL+RteE73knW/gy6mwzuw6h4u9g9jv/b7hO1YTOE9tIB67vQxDxTLI/6E8st6vWQL+uANfpvvEujzpVEJiTHzLK5TqXc6+Cfw5X+SEFS6xCdGe1Aeg9DQS1wof4pKbX4Dw+XvY/YC5+QWiPABAfkEh2n+2HT6JdHFFkZMMMmD4+z/XRb9LKu08b6xUPtN6IEdXCZSexrpjN11ti1eDFx00wl9FrdHzc/H/zpwlwyuvoKCy8mFFNlKJTwJ/xmmf5jv+Er3icSS0pxH+VmidcuePafvkwh/z/eHaGIutmkyC2VDbF7eHtLS656+HNsblSacSEmPiW16hVO9y9k3gz/kiJ6xwiU2Itp41Lm//eMMZu37uXmYOOs3aBUpPo/c3e0VX5FYeMU4SHbHkcPEXOcnggcvGoS9DF8tnWAmzkzDXoxJyPYzw97UMd+gZDIaiu4laZGs8ZFdBNddTdw88rqDFH8eFT0J0iVQCVbIRgT+r4sLf+2bwdzmyvc3Kny34O98rmIU/LgBagr+zPUPZrye3GQBvXTe8rg22mmB6agOxwX8wzvYMNWn73PpGf1C6MJcnnUpIjIlveYVSvcvZN4E/54ucsMIlNiHaeOK2w2sU7mflYMD3B9gdd4lrT+JIWgZvK2hufgH2XXqIL7ecx7xtqdh98QGePS+AwWDArgv30WRyMnwSaaRcf1T8Q5xksKDQgA6f7wClp3H02qMSz3eFBv1wEJSeRn7lysivVBmUnsaoX4642lYJpd7LMrananR4VtSeuvPCfVfb4lVOXgHbnipkAq0rledRGZkVddib6ry9l5KIwJ8qxCx558LfZO84TPKOw52hzZH/Zw3J7vzxwZ952yfzvWd7huJi7yBc6dsO6/2NOwGZqaCWEkwvXRes9x+Cg8FvYn9Qb0R4xLk84VRKYkx8yyuU6l3Ovgn8OV/khGWgvLw8jB8/Hq+88gqqVKmC999/X/AIcLEJEVNxm7fNsYpVfkEhFu66DL8pW9g9cr6TNqPPt/sweukRxCxPwVsL9qHx5GT2cyYaJG2G38fFP/fd35dNH374sDGKtDblJig9jYAZ23Hs+iMUFhpw8ua/uJdp3+AEKZT28Al8Emm0+2w7Cg8ewvP9B9Bg0mb4f7JVVkNpDAYDxiw7AkpPY+13a/Hnj+tB6WnM2nLB1dZ4tfP8ffQZNgd9hs1BwIztdo3CL00ZDAaMGPcN+gybg65z/na1Hesy++9ItrLhk8CfKfwleRkB0Bz+pGz7ZECQgT8GALmVP+YzZsn7/ZFNsK7lEDTW9kO/iqEIq+jn8mTS3gir6Ed8E9+q9i5n3wT+nC9ywjLQlClT0LZtW9y/fx/Xr1+Hr6+vyU4oaxKbEC07kAZKT+N7c/CyU4+f5eF/h64jaslhtJj2VwnQazplC8YsO4JfD17DsoPXEPO/FLT6ZCuaTtmCtxbsQ/LpuzbfYTAYkLj2FPvMJkVA2WRycqlWsjJz8tiK57c7L7FfH7rYuPB96YG0UvNiTfkFhfgi2TicJ/jLnXiSm48bGU/ZP8ttIb3BYEDCb8dM/n8j1/bU3RcfsB7rfrgJj5/mudqS6kXgzw2Ti1o9GfhLKmr7ZOFvhVZw5Y+75P18r2BBd/4YADSv/HHh7150UzyeUBu5n3sgI6YeQjVjEKCJllVbJwkSJOQbBP6cL3LCMpCXlxc2bNjA/vnHH39Ey5YtBf2s2ITox91XQOlp/LI/TdRzuDIYDLiXmYMztx/jxI1/cSPjqWTVMIPBgJX/3ED3ubvReHIyOs/exSbh3efuxvjlR/HhulP4bNM5fLMjFYv2XMGSfVex9EAalh+6ht8OX8eqIzew7thN/HH8FuiTd7D51B38efI2Npy4jT+O38K6Yzex5uhNrDpyA7//cx0rDl/Hz/uuYmbyeYxddpStcobP34OcvOLBKceuP0KdRKOXiG/3YdL6U5jz1wX8uNvoYdnBa1hR9P71x27hz5O3kXz6DradvYddF+5j36WHOHQlHUevZeDEjX9x5vZjXLyXhcsPsnHpfjYu3svC+buZOHP7MU7fMp5tyvVHOHotA4evZmD/5YdIPn0Hyw5ew+Q/TrNtss0+3oLTtx6zPv/z40HW/7xtqVh37Ca2nb2H/ZceIuX6I5y48S9O3TS+49ydTFy4m4XUe1m4eC8LF+5m4dydTJy9nYnTt4zfc+qm0ctx1s8jHEnLwD9pGTh0JR0HLqdj/+WH2HfpIfakPsDfFx9g54X72Hn+PuiTd/DT3qv4cN0p9t+l/ydb2QE/A384gE2n7uCftAycvZ2Jyw+ycfXhE1xLf4IbGU9x89H/t3fn8TGd+x/ARxBkIpPFlkgTKkjtRBq0ltrSclu7anG11tiv2kkkrlZQbfXaiqLoRUL4UUsoKqg9ttrXiCsTIpJmNzOZz++PyMgkM5PFjHNO5vN+vZ5XO+dMZj7zSJ55vnPOnCcdj5MyoEzOxJO/M/Ek5WX7OxPxL5syOafFJWcgLjkDj5My8L+X7dHznMeITXzVHj7LaTHPcp7n7tNUnI9JRORVJX46ehdTwi/pPuDwmfe77sJHf95JwLXHf+Phs5zHjEvOwJO/M5GQmoXnaS+QnK5CSqYK6S/UyFRp8EKdDbUmG9nZWtEe4RQTFn/6xd/UPFf+/N/nzYtd/JVknb/c7wYaKv7u9GiDmP4toRzSCMkTPZH5jQPUWytDfcAD6rW2+Pbt0Xiv0nC0qDRYFGv5sbGxibOx+LM89rDAnj9/DplMhpiYGN22s2fPonz58kWaEJZkQjQp7CLqzd6Ht2fu1RVOYrqKps4HH+S0Quy5HKe7+MybaHVn78PMHVeQnKEqkPPwjXh0eINZCmtfrDuDu09T9XLG/52JT5YeFzyboeb/QxRSWreFun2HN/pvWpJ2u6EvXrRtrysAX7fVmpFzFNFr1l7UnbUP9V6up9kgaD8azYlE4+BINJ17AD7zDsL369/Rav4hvLfgMNouPGKyRddphug6zQq935tsJfl7Z/GXU/zlHu3LLf6m1hyPuH82LnHxV9SrfeYe9StO8ZfdsCyym9jmrPM31Q1PhjZAdEd/dLUbjXaVRqKevKfgE01D7biNA47bOAieg7nF36SaXcy5WfxZHntYYLGxsZDJZEhKStJtu337NmQymcFFgENCQlCmTBldK8kfycwdV+Az73e0nn8IbRcewSfLTiA2Mf21XodFFPNCFc/TXuBibBKibj3Fnstx2HLmIX758wHWHr+P1VH3sPLoXSw7cgdLfr+N7w7ewqLIGwjddwPf7L2O0H03sHD/DSw+cBPfHbyFH36/hR8P3cbSw7ex/I87WB11D/938X84+yBR72ifoZzZ2VrcT0jDoevxiIh+hA0nH+Dn4/fxU57nX3zgJkL33cC8364heNdVzNpxBdO3X8ZXYZcwYcsFjPk1GiM2nMPQ9WcxeO0Z/HPtGXy5/iyG/XIOIzacQ8Cm8xjz32iM33wBE7dcwKSwi5gSfgnzfruG5X/cwW+XH79aMsNATq025/uSm888xLeRNxG86yqmbbuM8ZsvYOx/ozH61/MYtfE8hm84h2G/nMUX63Kf/1WGkRvPYdTG8xj963mM+TUaY/4bjXGbL2DClpeZtl7EV2GXMDn8EqZuu4Tp2y9jRsQVzNpxBYE7/8Kc//sL3+y9jjXH7mH/X0o8TcnSy5n+Qo1t5x8hZPdV/GvrRQzfcA5D1p3B4LVnMOjn0/h8zSkMWHUK/X86iX4rT6LPij/Ra/kJ9F7xJ3qv+BN9Xra+K3Nav5U59+v300n0f9k+XZXTBqzKeazPVue0z9fktIFrTmPQz6cxfvMFBO+6ip+P38fRW0/xOClDlzMhNQs/Hb2LSWE5GT9b/SpT7xV/oseyE/h46XF0+/EY/H+IQpfvj6LTd0fxweI/0OHbP9Bu0RG8v/Aw2oQeRuv5h+D3zSH4fv07fOb9jhb/Pojm/z6IpnMPoHFwJBrOiYR34H7UzffhjamWewEdoYvlvK0kf+8s/nK+85d7umfugu/Tao6HckijEl/w5fYn7xXptE9TF3wxVvxp5TJo5fqLvD/o+y5ufdwWVz/8ACOqml4sXqgm5othMLe4mlSzizk3iz/LYw8LLPfI38OHr468nTt3zqJH/iSjlFylUDSY07xEklOr1Zpujo45rbD7vcFmEIs/k/IWf7nLPOSu+fd0uPdrXe0z94ieuY/85S/+8q7zd6lLZ/RTjBd8oim1iTFzi6tJNbuYc7P4szz2sAi4u7tj9+7duttr1qx5Y9/5EzWRTK4LxZzmxZzmVUpyluqxrgjyH/mb5T4ek91yTv1MHFPH6NU+U6a4F3udv6J+5y/v1T6LWvzd7+OHG93b4Y/WvVBf3lvwiabUJsbMLa4m1exizs3iz/LYwyIQFBQEPz8/PH36FLGxsfD29n5jV/sUtVIyaRUN5jQv5jQvFn8m5RZ/M/IVf7PcxyN5oqdFlnoo7Gqfhoq/+C8bmjztM7f429ZEvBd+EfPEmLnF1aSaXcy5WfxZHntYBFQqFQICAqBQKODk5IQpU6a8sXX+RK2UTFpFgznNiznNi8WfSbkXfJmWZ5mH3P9PnugJ9a5qZlvk3dSRP1Pf+dMt9VCEI3/fewWw+GNuSeeWcnYx52bxZ3nsYYkr1ROiUjJpFQ3mNC/mNC8WfyblXeR9xssrfuYWgc9G1YN6h3Oxir+86/zlP+0z/0LvJV3qwVjxd+2jDujjIM7v+4l9Yszc4mpSzS7m3Cz+LI89LHGlekL06FFOEzvmNC/mNK9SkrNUj3VFIJPJMOvl0g55C0DdIu+/VHit4s/Ykb8r/h2LVPzd7dm64Dp/y+VQb6iuW+oht/i73LUTWlcaKvgk01hrWqkFmlZqIXgO5hZ/k2p2Medm8Wd57GGJs/YJERFZB2sf62QyWYEF3r9yzSkEHw1oAdVSW6jX2prlyF9JF3nPf9qnemtlqPe66Yq/3O/8RbXpCS/5J4JPMtnY2MTXWPxZHntY4qx9QkRE1sHax7q8xd9kt5z/TqgxAdNqjseDvu8iZYo7VD9WgGqp4eLv2ah6JTry9zqnfRoq/h70fReRvv3hJu8g+CSTjY1NfI3Fn+WxhyWuVE+I6tfPaWLHnObFnOZVSnKW6rGuCPIXf5PdxuNfrhNylnoIqJtT2P2zMbJCKyNrkdzsxV/uIu951wTMe7XP3NM+9S744mYDrXu5AsXft2+PFu3FXqrJW+N2mYq4Xaai4DmYW/xNqtnFnJvFn+WxhyWuVE+ISsmFKkSDOc2LOc2LF3wxKW/xN+1lAfiVa84FX1KmukH1YwUkja+NlCnuyAhxRkaIs8nir7jr/OUt/ox95y/vaZ9ZoZX1L/iSp/ib4zFO8AmmqSbmi2Ewt7iaVLOLOTeLP8tjD0tcqZ4QlZJJq2gwp3kxp3mx+DMpt/jLXd4h9+jf7LfGIT2wKtS/2iEjxBnxXzbE83FvI3VmDaTOrFGspR6ud2tf4qUeilL8KYc0woO+7yLEc6zgE0ypToyZW1xNqtnFnJvFn+WxhyWuVE+ISsmkVTSY07yY07xY/JmUt/ib/dY43emfQW+NQ0aIM9S7qkG13BbJEz1x9cMP8HhgMySNr43kf3kUeuQv/9E8U0f+ilr8FVjqgcUfc5ey3FLOLubcLP4sjz0scaV6QlRKJq2iwZzmxZzmxeLPJGPF3xyPccic5wj1bzWgXlcBWYvkSJ7oiQd930VM/5ZIGFEfiQF1zfadP3Mc+ZvL4o+5S0FuKWcXc24Wf5bHHpa4Uj0hKiWTVtFgTvNiTvNi8WeSqeIvK7RyTvH3qx1Uy22RMdcJiWPq4G7P1rjbszXiBjXBk6ENzFb85f1+YJGP/L1c5P1e71boYjda8AmmVCfGzC2uJtXsYs7N4s/y2MMSV6onRKVk0ioazGlezGleLP5MKlLxt1kO9SpbZC2wR+rMGoj/siEOvtsPR1r1Rkz/logb1ASPBzbTnfZ5t2frYi/y/jrFX/yXDXGvdyt0sgsQfIIp1Ykxc4urSTW7mHOz+LM89rDEyWQylClTptitpD9n7Y39xn5j3wnXD9ZMKr8HUsnJrMzKrOLMau1j/ZvAHrZSZcpY96foJcV+Kxn2W8mx70hKpPT7yqyWwayWwaxkLiz+rBT/MEuG/VYy7LeSY9+RlEjp95VZLYNZLYNZyVxY/Fkp/mGWDPutZNhvJce+IymR0u8rs1oGs1oGs5K5sPizUiEhIUJHkCT2W8mw30qOfUdSIqXfV2a1DGa1DGYlc2HxR0REREREZAVY/BEREREREVkBFn9ERERERERWgMUfERERERGRFWDxZ2VUKhVGjx4NR0dHODs7Y+rUqdBqtULHErWsrCwMHz4ctWrVgr29Pby9vbF+/XqhY0nK06dP4eLiAh8fH6GjSEZERAQaNWoEOzs7uLu7Y/PmzUJHIjJq6dKl8PHxga2tLfr06SN0HKOkNJ4HBgbCw8MDlStXhpubGyZNmgSVSiV0rEKJfbwfMmQIypcvD7lcrmu3bt0SOpZJUng/yNufcrkcZcuWxccffyx0LDKAxZ+VmTNnDnx9ffHkyRM8fPgQ9erVw3/+8x+hY4laWloagoKCcPfuXWi1Wpw6dQqOjo44fPiw0NEkY+DAgWjXrp1oJwNic/jwYdSsWRNRUVHQaDRISEjAnTt3hI5FZFRERAR27tyJsWPHirr4k9J4fuvWLaSkpAAAEhIS0KFDB4SGhgqcqnBiH++HDBmCyZMnCx2jyKT4fqDRaODm5oZNmzYJHYUMYPFnZdzd3bFr1y7d7dWrV6NZs2YCJpKmXr16Ye7cuULHkIQDBw6gbdu2WLdunWgnA2Lz3nvvYdWqVULHICq24OBgURd/hkhhPE9ISEDHjh0xdOhQoaOYJIXxXmrFnxTfD/bs2QMHBwdkZGQIHYUMYPFnRZ4/fw6ZTIaYmBjdtrNnz6J8+fI89bMYMjMzUbNmTWzfvl3oKKKXnp6O+vXr4+rVq1i/fr1oJwNiotFoUL58eSxcuBD16tWDq6srBg0ahMTERKGjERVKasWf2MfzFStWwN7eHjKZDFWqVEF0dLTQkYySyng/ZMgQODk5wcnJCY0aNcLKlSuFjmSUVN8P+vTpg5EjRwodg4xg8WdFYmNjIZPJkJSUpNt2+/ZtyGQyZGZmCphMOrRaLQYOHIgOHTogOztb6DiiN3XqVMyYMQMARD0ZEJN2Zmn4AAAMcklEQVTHjx9DJpOhWbNmePToEZKTk9GjRw/0799f6GhEhZJS8Sel8fzmzZsICgrC48ePhY5ilFTG++joaCQkJECj0eDYsWOoXr06Nm7cKHQsg6T4fpCQkABbW1ucPn1a6ChkBIs/K5J75O/hw4e6befOneORvyLSarUYNWoUWrZsieTkZKHjiN6lS5dQt25d3WkfYp4MiElSUhJkMhl+/vln3bbz589DLpfz75RETyrFnxTH8/DwcPj7+wsdwyApj/fz589H9+7dhY5hkBTfD5YsWYIGDRoIHYNMYPFnZdzd3bF7927d7TVr1vA7f0Wg1WoxevRoNG/eHM+fPxc6jiT88MMPsLOzQ/Xq1VG9enU4ODigXLlyqF69uuhPWRHaW2+9hbVr1+punz9/HnZ2dqJ9syfKJYXiT6rj+ebNm/H2228LHcMgKY/3CxYsQLdu3YSOYZTU3g+aNm2Kb7/9VugYZAKLPysTFBQEPz8/PH36FLGxsfD29ubVPotgzJgxaNKkCZ49eyZ0FMlIT0+HUqnUtSVLlqBp06ZQKpWifdMSi7lz56J58+ZQKpVITU1F7969RX2aD5FarUZmZiZmz56NXr16ITMzEy9evBA6lkFSGc+XLVuGZ8+eQavV4urVq2jYsCECAgKEjmWQlMb7sLAwpKSkQKvV4uTJk6hRo4bekTWxkdL7QXR0NMqVK4f4+Hiho5AJLP6sjEqlQkBAABQKBZycnDBlyhTRDcxiExMTA5lMhgoVKuitYTNq1Ciho0mKlE4DEpparcbEiRPh5OSEKlWqYODAgaL/9JysW3BwMGQymV5r37690LEKkNJ4/tFHH8HFxQV2dnaoVasWJk+ejPT0dKFjFYmYx/u2bdtCoVDA3t4e77zzjug/AJfS+8G4cePQo0cPoWNQIVj8ERERERERWQEWf0RERERERFaAxR8REREREZEVYPFHRERERERkBVj8ERERERERWQEWf0RERERERFaAxR8REREREZEVYPFHRERERERkBVj8ERERERERWQEWf0REZqZSqdCmTRsoFAps27ZN6DhERGQBHOtJilj8ERGZmVarRVxcHIKDgzkhICIqpTjWkxSx+CMSsQYNGmD//v1Cx5CkTZs2YfDgwYJmMDQh8Pf3R2RkpECJiEiMONaXHMd6ouJh8UdW5ebNm/jHP/4BFxcXVK5cGfXr18eCBQte+3E9PT3x22+/FbrNGojhdWs0Gnh6euLmzZuC5jA0IYiKikKzZs0ESkRkHTjWW54YXjfHeqLiY/FHVqVOnToIDg5GRkYGNBoNrl69ivDw8Nd+XHNPCLKzs5Gdnf3auYQghte9c+dO+Pn5vfbjGJOYmAg/P78Cbc+ePXr3MzQh0Gq1qFWrFk6dOmWxfETWjmO95YnhdXOsJyo+Fn9kNRISEiCTyRAXF2dwf1xcHD777DPUqFEDCoUCHTt21O1btGgRvLy8YG9vDy8vL6xbt063b8CAAShTpgwqVqwIuVyOiRMnGtymVCrx6aefolq1aqhZsyZmzpwJtVqtexxPT0/Mnz8fPj4+qFixIu7cuVPgzdXT0xOLFi1Cy5YtYW9vj86dO+PJkycAgMuXL8PX1xf29vbw9/fHuHHj0KdPH4Ov9bvvvkPXrl31tq1atQpt2rTR3TaV11hfGXrdAHD79m107twZjo6O8PLywqpVq0y+bkN+/PFHuLq6QqFQYNq0aWjatKnRicewYcMwc+ZMvW1btmyBn58fZs+eDTc3NygUCixbtky3f9u2bWjZsiVmzJiBatWqoVq1ati1axciIyPRpEkTyOVyjBw50uDzGWPseyBDhw7FrFmzivVYRFQ0HOtf4VjPsZ4oPxZ/ZDW0Wi28vb3RuXNnhIWFISYmRrdPo9GgRYsWGDFiBJKTk6FSqXDkyBHd/m3btiE2NhbZ2dnYv38/KlSogCtXruj2F/ZpcHZ2Nnx9fTF9+nRkZGQgPj4evr6++P777/Xu7+3tjTt37kCtVkOlUhmcEDRp0gQxMTFIT09H+/btMWnSJKhUKtSqVQtff/01VCoVjh07BgcHB6MTAqVSCVtbWyiVSt22999/HytXriw0b2F9lT+zSqVC3bp1MWvWLGRlZeH8+fNwcXHBvn37jL7u/BYuXIjGjRvj/v37yMrKQt++fVG2bFk8fPjQ4Ovz9fXFhg0b9LZNnz4dcrkc4eHhUKvVCA8Ph0Kh0O2fNWsW5HI5tm/fDo1Gg5kzZ8LV1RUjRozA33//jZs3b8LGxgb37t0z+Jz59evXD7Vr10bjxo0xdepUvX2LFy9Gt27divQ4RFQ8HOtf4VjPsZ4oPxZ/ZFWUSiW++uorNGjQADY2NnjnnXdw8OBBnDp1Cg4ODsjKyirS43Tq1Envk8TCJgRnzpxB1apVodVqdfvDw8Ph6+urd/+lS5cafYzc22vWrNHdXr58Odq3b4+oqCg4OztDo9Ho9g0cONDohAAAunbtqpuQ3L9/HxUqVEBiYmKheQvrq/yZjx8/DicnJ703+unTp2PAgAFGX3deSUlJsLe3x6VLl3TbIiIi4OjoaPRnvLy8sHPnTr1t/v7+mDZtmu729evX9SYEH330kd7+rVu3wt3dXS93pUqVcOvWLaPPW1SrV69G69atX/txiMgwjvWvcKznWE+UF4s/slqJiYmYPHky5HI5wsLC0LBhQ6P33bhxI5o1awZHR0coFAqUL18eISEhuv2FTQjCwsJQtmxZKBQKXatcuTI8PDz07r97926jj2Ho9vr16+Hj44MtW7agUaNGej87Y8YMkxOCTZs2oUWLFgCAefPmoWfPnrp9pvIW1lf5M27durVAtpUrV6Jt27ZGX3de27dvh7e3t962VatWoV27dkZ/xtCnwdWrV8fx48f1XmPeU59cXV1x4sQJ3e3AwEAMHz5cd/vevXuoUKGC3ulbJcVPg4neHI71HOs51hO9wuKPrFpKSgpkMhlOnz4NBwcHvHjxosB9YmJiUK5cORw5ckT3aWunTp0QHBysu0/t2rULTAjybjt16hRq1qxpMktRLiRgbEIQFRUFFxeXYn0anJaWBrlcjuvXr6N+/frYvn27bp+pvKb6CijYF7mfBud9I83/abCpiwasXLmywJt/p06dMG7cOKM/k/97IEqlEjY2NkhNTdXLMHbsWADAkydPYGNjg7S0NN3+7t27Y8WKFbrbERER8PHxMfqcxcHvgRC9WRzrOdYDHOuJABZ/ZEWeP3+O2bNn48aNG9BoNEhPT0dISAicnZ2RlpaGFi1aICAgAMnJyVCr1brvNly7dg3lypXDX3/9hezsbERERMDW1lZvQtCqVSssWbJE7/nybtNoNGjZsiXmzJmD1NRUZGdn4969ezh06JDu/q8zIVCpVPDw8EBoaChUKhVOnDhh8nsguQYNGoSuXbvC0dFR79QeU3mzs7ON9pWhvlCpVPDy8kJgYCBevHiBCxcuoEqVKti7d6/R153X0aNHYWdnh2vXriE1NRWBgYEoW7as3ilR+e3YsQOtWrXS3d6/f3+BT5S7dOmie4zIyMgC+11dXXH69Gnd7cDAQAwbNszocxZH7dq1cfLkSbM8FhHp41hfEMd6jvVEuVj8kdVIS0vDF198gdq1a0Mul8PFxQVdunTBmTNnAACPHz9G//79UbVqVTg6OqJz5866nw0KCoKzszOcnZ0xYsQIfPLJJ3oTgt27d8PT0xMKhQKTJk0yuE2pVGLw4MFwc3ODg4MDmjRpgvXr1+se43UmBABw8eJF+Pj4QC6Xo2vXrhg5ciQ+//xzk31y4MAByGQyjBgxosA+U3lN9ZWhvrhx4wY6deoEhUKBOnXq6H3KWtiEAAAmTJgABwcHeHh4YNmyZZDL5bp/N0PUajU8PDx0az+FhoYW6IsqVarg3LlzBvfHx8ejbNmyyMjI0G3r3r27ye+rFNXx48fRtGnT134cIjKMY31BHOs51hPlYvFHVEr1798f06dPFzqG2T148AA2NjZIT083eb+NGzdi8ODBbyhV0X344YfYv3+/0DGIqJTgWM+xnqg4WPwRlRJRUVF49OgRNBoN9u7dC1tbW5OfmErV3r17Ua9ePaFjEBEJgmM9Eb0OFn9EpcTatWvh6uoKOzs71K9fH2vXrhU6kkUsXrwYffv2FToGEZEgONYT0etg8UdERERERGQFWPwRERERERFZARZ/REREREREVoDFHxERERERkRVg8UdERERERGQFWPwRERERERFZARZ/REREREREVuD/Ad6fHA2d/Q+qAAAAAElFTkSuQmCC\" width=\"999.4166666666666\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display the integrated data to validate the calibration.\n",
    "fig, ax = subplots(1, 2, figsize=(10, 5))\n",
    "jupyter.plot1d(ai.integrate1d(img, 1000),  calibrant=AgBh, ax=ax[0])\n",
    "jupyter.plot2d(ai.integrate2d(img, 1000),  calibrant=AgBh, ax=ax[1])\n",
    "_ = ax[1].set_title(\"2D integration\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93362e2e",
   "metadata": {},
   "source": [
    "## Conclusion\n",
    "\n",
    "This short notebook shows how to interact with a calibration image to pick some control-point from the Debye-Scherrer ring and to perform the calibration of the experimental setup."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.9 (local venv)",
   "language": "python",
   "name": "py39-venv"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}