corajr · March 21, 2017 22:26
diff --git a/Skylines.ipynb b/Skylines.ipynb
 {
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Inspired by [this tweet](https://twitter.com/scott_bot/status/843859045702418432) from Scott Weingart, I thought I'd demonstrate some ways to convert a skyline image into a waveform! (An opportunity for some basic sonification.)\n",
    "\n",
    "To be clear, we'll work with a basic 2D skyline where all we have are heights. It might be interesting to think of each building as its own [wavelet](https://en.wikipedia.org/wiki/Wavelet) and mix them together in sequence, or use some techniques from the [Sonification Handbook](http://sonification.de/handbook/), but the roof contours of individual buildings are a little harder to obtain, so let's stick to a 2D outline for now."
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "<!-- MORE -->"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Some basic image processing with [scikit-image](http://scikit-image.org/) will allow us to extract the skyline itself. There are then two simple ways to turn it into sound: directly converting the skyline into an amplitude envelope, or treating the image as a frequency-domain representation and using an inverse FFT.\n",
    "\n",
    "## Method 1: Amplitude envelope\n",
    "\n",
    "In this case, we create a waveform that has the same envelope as the skyline image. This means that the resulting sound's loudness is proportional to the buildings' heights."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%matplotlib notebook\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from skimage import feature, filters, io, morphology\n",
    "from scipy import ndimage\n",
    "import librosa\n",
    "import librosa.display # must be imported separately\n",
    "\n",
    "from IPython.display import Audio, Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<img src=\"https://upload.wikimedia.org/wikipedia/commons/6/67/Boston_Twilight_Panorama_3.jpg\"/>"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load the Boston skyline image https://commons.wikimedia.org/wiki/File:Boston_Twilight_Panorama_3.jpg\n",
    "# by Wikimedia Commons user Fcb981 https://commons.wikimedia.org/wiki/User:Fcb981\n",
    "# CC BY-SA 3.0\n",
    "\n",
    "skyline_url = \"https://upload.wikimedia.org/wikipedia/commons/6/67/Boston_Twilight_Panorama_3.jpg\"\n",
    "skyline = io.imread(skyline_url)\n",
    "Image(url=skyline_url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\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('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",
       "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 = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(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",
       "            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",
       "        this.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 = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width);\n",
       "        canvas.attr('height', height);\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\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 nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\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",
       "\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",
       "\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]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'];\n",
       "    var y0 = fig.canvas.height - msg['y0'];\n",
       "    var x1 = msg['x1'];\n",
       "    var y1 = fig.canvas.height - msg['y1'];\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, 0, fig.canvas.width, fig.canvas.height);\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",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = 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.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",
       "            /* 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",
       "            evt.data.type = \"image/png\";\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",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\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(\"No handler for the '\" + msg_type + \"' message type: \", msg);\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(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://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",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\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",
       " * http://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",
       "    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",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x;\n",
       "    var y = canvas_pos.y;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\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",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             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",
       "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\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";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.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",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['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 = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\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.get(0);\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",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    fig.root.unbind('remove')\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).html('<img src=\"' + dataURL + '\">');\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 dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\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 () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('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",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\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('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
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     "output_type": "display_data"
    },
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\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x117a371d0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Cropping and thresholding to capture just the outline.\n",
    "\n",
    "lx, ly, _ = skyline.shape\n",
    "skyline_cropped = skyline[: -lx // 4, :, 2]\n",
    "\n",
    "threshold = filters.threshold_isodata(skyline_cropped)\n",
    "thresholded = skyline_cropped > threshold\n",
    "\n",
    "outline = np.argmin(thresholded, axis=0)\n",
    "outline = skyline_cropped.shape[0] - outline\n",
    "\n",
    "thresholded = thresholded[::-1, :]\n",
    "\n",
    "fig, axes = plt.subplots()\n",
    "axes.plot(outline, color='r')\n",
    "axes.imshow(thresholded, cmap=plt.cm.gray, origin='lower')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Armed with the outline as a series of y-values, we can create the corresponding amplitude envelope in the range [0.0, 1.0] and multiply it by white noise. (We stretch out the envelope so that the evolution of the sound can be heard)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\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('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",
       "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 = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(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",
       "            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",
       "        this.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 = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width);\n",
       "        canvas.attr('height', height);\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\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 nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\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",
       "\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",
       "\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]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'];\n",
       "    var y0 = fig.canvas.height - msg['y0'];\n",
       "    var x1 = msg['x1'];\n",
       "    var y1 = fig.canvas.height - msg['y1'];\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, 0, fig.canvas.width, fig.canvas.height);\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",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = 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.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",
       "            /* 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",
       "            evt.data.type = \"image/png\";\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",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\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(\"No handler for the '\" + msg_type + \"' message type: \", msg);\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(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://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",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\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",
       " * http://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",
       "    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",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x;\n",
       "    var y = canvas_pos.y;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\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",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             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",
       "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\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";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.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",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['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 = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\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.get(0);\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",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    fig.root.unbind('remove')\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).html('<img src=\"' + dataURL + '\">');\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 dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\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 () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('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",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\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('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
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     "output_type": "display_data"
    },
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "envelope = outline / outline.max()\n",
    "stretched_envelope = envelope.repeat(10)\n",
    "\n",
    "# generate white noise in the range [-1.0, 1.0)\n",
    "waveform = ((np.random.rand(*stretched_envelope.shape) - 0.5) * 2)\n",
    "\n",
    "# impose envelope on noise\n",
    "waveform *= stretched_envelope\n",
    "\n",
    "fig, axes = plt.subplots()\n",
    "axes.plot(waveform)\n",
    "Audio(waveform, rate=22050)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Sounds, well, like noise.\n",
    "\n",
    "It's also possible to simply play back the envelope itself (although due to the DC offset it isn't good for your speakers). Since sound is essentially variation in pressure, and the pressure doesn't change widely enough in the envelope, this doesn't sound like much."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\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('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",
       "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 = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(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",
       "            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",
       "        this.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 = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width);\n",
       "        canvas.attr('height', height);\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\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 nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\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",
       "\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",
       "\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]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'];\n",
       "    var y0 = fig.canvas.height - msg['y0'];\n",
       "    var x1 = msg['x1'];\n",
       "    var y1 = fig.canvas.height - msg['y1'];\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, 0, fig.canvas.width, fig.canvas.height);\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",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = 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.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",
       "            /* 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",
       "            evt.data.type = \"image/png\";\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",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\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(\"No handler for the '\" + msg_type + \"' message type: \", msg);\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(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://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",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\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",
       " * http://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",
       "    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",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x;\n",
       "    var y = canvas_pos.y;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\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",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             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",
       "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\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";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.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",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['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 = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\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.get(0);\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",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    fig.root.unbind('remove')\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).html('<img src=\"' + dataURL + '\">');\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 dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\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 () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('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",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\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('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
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     "output_type": "display_data"
    },
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fig, axes = plt.subplots()\n",
    "axes.plot(stretched_envelope)\n",
    "Audio(stretched_envelope, rate=22050)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Method 2: Inverse FFT\n",
    "\n",
    "The other common way of turning images into sound is to use an inverse FFT. This treates the image's y-axis as frequency, meaning that the highest pitches correspond to the contours of the roofs.\n",
    "\n",
    "NB: The resulting audio is **much louder** than the above, and quite shrill."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\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('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",
       "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 = $('<div/>');\n",
       "    this._root_extra_style(this.root)\n",
       "    this.root.attr('style', 'display: inline-block');\n",
       "\n",
       "    $(parent_element).append(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",
       "            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",
       "        this.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 = $(\n",
       "        '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
       "        'ui-helper-clearfix\"/>');\n",
       "    var titletext = $(\n",
       "        '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
       "        'text-align: center; padding: 3px;\"/>');\n",
       "    titlebar.append(titletext)\n",
       "    this.root.append(titlebar);\n",
       "    this.header = titletext[0];\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = $('<div/>');\n",
       "\n",
       "    canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
       "\n",
       "    function canvas_keyboard_event(event) {\n",
       "        return fig.key_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    canvas_div.keydown('key_press', canvas_keyboard_event);\n",
       "    canvas_div.keyup('key_release', canvas_keyboard_event);\n",
       "    this.canvas_div = canvas_div\n",
       "    this._canvas_extra_style(canvas_div)\n",
       "    this.root.append(canvas_div);\n",
       "\n",
       "    var canvas = $('<canvas/>');\n",
       "    canvas.addClass('mpl-canvas');\n",
       "    canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
       "\n",
       "    this.canvas = canvas[0];\n",
       "    this.context = canvas[0].getContext(\"2d\");\n",
       "\n",
       "    var rubberband = $('<canvas/>');\n",
       "    rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
       "\n",
       "    var pass_mouse_events = true;\n",
       "\n",
       "    canvas_div.resizable({\n",
       "        start: function(event, ui) {\n",
       "            pass_mouse_events = false;\n",
       "        },\n",
       "        resize: function(event, ui) {\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "        stop: function(event, ui) {\n",
       "            pass_mouse_events = true;\n",
       "            fig.request_resize(ui.size.width, ui.size.height);\n",
       "        },\n",
       "    });\n",
       "\n",
       "    function mouse_event_fn(event) {\n",
       "        if (pass_mouse_events)\n",
       "            return fig.mouse_event(event, event['data']);\n",
       "    }\n",
       "\n",
       "    rubberband.mousedown('button_press', mouse_event_fn);\n",
       "    rubberband.mouseup('button_release', mouse_event_fn);\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband.mousemove('motion_notify', mouse_event_fn);\n",
       "\n",
       "    rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
       "    rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
       "\n",
       "    canvas_div.on(\"wheel\", function (event) {\n",
       "        event = event.originalEvent;\n",
       "        event['data'] = 'scroll'\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        mouse_event_fn(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.append(canvas);\n",
       "    canvas_div.append(rubberband);\n",
       "\n",
       "    this.rubberband = rubberband;\n",
       "    this.rubberband_canvas = rubberband[0];\n",
       "    this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
       "    this.rubberband_context.strokeStyle = \"#000000\";\n",
       "\n",
       "    this._resize_canvas = function(width, height) {\n",
       "        // Keep the size of the canvas, canvas container, and rubber band\n",
       "        // canvas in synch.\n",
       "        canvas_div.css('width', width)\n",
       "        canvas_div.css('height', height)\n",
       "\n",
       "        canvas.attr('width', width);\n",
       "        canvas.attr('height', height);\n",
       "\n",
       "        rubberband.attr('width', width);\n",
       "        rubberband.attr('height', height);\n",
       "    }\n",
       "\n",
       "    // Set the figure to an initial 600x600px, this will subsequently be updated\n",
       "    // upon first draw.\n",
       "    this._resize_canvas(600, 600);\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\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 nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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",
       "            // put a spacer in here.\n",
       "            continue;\n",
       "        }\n",
       "        var button = $('<button/>');\n",
       "        button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
       "                        'ui-button-icon-only');\n",
       "        button.attr('role', 'button');\n",
       "        button.attr('aria-disabled', 'false');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "\n",
       "        var icon_img = $('<span/>');\n",
       "        icon_img.addClass('ui-button-icon-primary ui-icon');\n",
       "        icon_img.addClass(image);\n",
       "        icon_img.addClass('ui-corner-all');\n",
       "\n",
       "        var tooltip_span = $('<span/>');\n",
       "        tooltip_span.addClass('ui-button-text');\n",
       "        tooltip_span.html(tooltip);\n",
       "\n",
       "        button.append(icon_img);\n",
       "        button.append(tooltip_span);\n",
       "\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    var fmt_picker_span = $('<span/>');\n",
       "\n",
       "    var fmt_picker = $('<select/>');\n",
       "    fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
       "    fmt_picker_span.append(fmt_picker);\n",
       "    nav_element.append(fmt_picker_span);\n",
       "    this.format_dropdown = fmt_picker[0];\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = $(\n",
       "            '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
       "        fmt_picker.append(option)\n",
       "    }\n",
       "\n",
       "    // Add hover states to the ui-buttons\n",
       "    $( \".ui-button\" ).hover(\n",
       "        function() { $(this).addClass(\"ui-state-hover\");},\n",
       "        function() { $(this).removeClass(\"ui-state-hover\");}\n",
       "    );\n",
       "\n",
       "    var status_bar = $('<span class=\"mpl-message\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\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",
       "\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",
       "\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]);\n",
       "        fig.send_message(\"refresh\", {});\n",
       "    };\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
       "    var x0 = msg['x0'];\n",
       "    var y0 = fig.canvas.height - msg['y0'];\n",
       "    var x1 = msg['x1'];\n",
       "    var y1 = fig.canvas.height - msg['y1'];\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, 0, fig.canvas.width, fig.canvas.height);\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",
       "    var cursor = msg['cursor'];\n",
       "    switch(cursor)\n",
       "    {\n",
       "    case 0:\n",
       "        cursor = 'pointer';\n",
       "        break;\n",
       "    case 1:\n",
       "        cursor = 'default';\n",
       "        break;\n",
       "    case 2:\n",
       "        cursor = 'crosshair';\n",
       "        break;\n",
       "    case 3:\n",
       "        cursor = 'move';\n",
       "        break;\n",
       "    }\n",
       "    fig.rubberband_canvas.style.cursor = 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.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",
       "            /* 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",
       "            evt.data.type = \"image/png\";\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",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data);\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "        else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\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(\"No handler for the '\" + msg_type + \"' message type: \", msg);\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(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "}\n",
       "\n",
       "// from http://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",
       "    if (e.target)\n",
       "        targ = e.target;\n",
       "    else if (e.srcElement)\n",
       "        targ = e.srcElement;\n",
       "    if (targ.nodeType == 3) // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "\n",
       "    // jQuery normalizes the pageX and pageY\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    // offset() returns the position of the element relative to the document\n",
       "    var x = e.pageX - $(targ).offset().left;\n",
       "    var y = e.pageY - $(targ).offset().top;\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",
       " * http://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",
       "    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",
       "    {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x;\n",
       "    var y = canvas_pos.y;\n",
       "\n",
       "    this.send_message(name, {x: x, y: y, button: event.button,\n",
       "                             step: event.step,\n",
       "                             guiEvent: simpleKeys(event)});\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",
       "\n",
       "    // Prevent repeat events\n",
       "    if (name == 'key_press')\n",
       "    {\n",
       "        if (event.which === this._key)\n",
       "            return;\n",
       "        else\n",
       "            this._key = event.which;\n",
       "    }\n",
       "    if (name == 'key_release')\n",
       "        this._key = null;\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which != 17)\n",
       "        value += \"ctrl+\";\n",
       "    if (event.altKey && event.which != 18)\n",
       "        value += \"alt+\";\n",
       "    if (event.shiftKey && event.which != 16)\n",
       "        value += \"shift+\";\n",
       "\n",
       "    value += 'k';\n",
       "    value += event.which.toString();\n",
       "\n",
       "    this._key_event_extra(event, name);\n",
       "\n",
       "    this.send_message(name, {key: value,\n",
       "                             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",
       "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\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";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.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",
       "        // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
       "        ws.onmessage(msg['content']['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 = $(\"#\" + id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm)\n",
       "\n",
       "    function ondownload(figure, format) {\n",
       "        window.open(figure.imageObj.src);\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy,\n",
       "                           ondownload,\n",
       "                           element.get(0));\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.get(0);\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",
       "\n",
       "    var output_index = fig.cell_info[2]\n",
       "    var cell = fig.cell_info[0];\n",
       "\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
       "    fig.root.unbind('remove')\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).html('<img src=\"' + dataURL + '\">');\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 dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\">';\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 () { fig.push_to_output() }, 1000);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function() {\n",
       "    var fig = this;\n",
       "\n",
       "    var nav_element = $('<div/>')\n",
       "    nav_element.attr('style', 'width: 100%');\n",
       "    this.root.append(nav_element);\n",
       "\n",
       "    // Define a callback function for later on.\n",
       "    function toolbar_event(event) {\n",
       "        return fig.toolbar_button_onclick(event['data']);\n",
       "    }\n",
       "    function toolbar_mouse_event(event) {\n",
       "        return fig.toolbar_button_onmouseover(event['data']);\n",
       "    }\n",
       "\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) { continue; };\n",
       "\n",
       "        var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
       "        button.click(method_name, toolbar_event);\n",
       "        button.mouseover(tooltip, toolbar_mouse_event);\n",
       "        nav_element.append(button);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
       "    nav_element.append(status_bar);\n",
       "    this.message = status_bar[0];\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
       "    var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
       "    button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
       "    button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
       "    buttongrp.append(button);\n",
       "    var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
       "    titlebar.prepend(buttongrp);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function(el){\n",
       "    var fig = this\n",
       "    el.on(\"remove\", function(){\n",
       "\tfig.close_ws(fig, {});\n",
       "    });\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function(el){\n",
       "    // this is important to make the div 'focusable\n",
       "    el.attr('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",
       "    }\n",
       "    else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager)\n",
       "        manager = IPython.keyboard_manager;\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which == 13) {\n",
       "        this.canvas_div.blur();\n",
       "        event.shiftKey = false;\n",
       "        // Send a \"J\" for go to next cell\n",
       "        event.which = 74;\n",
       "        event.keyCode = 74;\n",
       "        manager.command_mode();\n",
       "        manager.handle_keydown(event);\n",
       "    }\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "}\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('matplotlib', mpl.mpl_figure_comm);\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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