{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ImXPAD S540 detector at D2AM\n",
    "\n",
    "This tutorial corresponds to the calibration the goniometer an ImXPAD detector\n",
    "composed of 8 stripes of 7 modules, many of which are defective, on a goniometer.\n",
    "\n",
    "This detector is mounted on the goniometer 2theta arm at the D2AM beam-line, French CRG\n",
    "at the ESRF synchrotron. \n",
    "\n",
    "The raw data files are available at:\n",
    "http://www.silx.org/pub/pyFAI/gonio/D2AM-15/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%pylab nbagg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/mntdirect/_scisoft/users/jupyter/jupy35/lib/python3.5/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
      "  from ._conv import register_converters as _register_converters\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working with pyFAI version 0.15.0-beta4\n"
     ]
    }
   ],
   "source": [
    "import os, time\n",
    "start_time = time.time()\n",
    "import fabio, pyFAI\n",
    "print(\"Working with pyFAI version\", pyFAI.version)\n",
    "from pyFAI.goniometer import GeometryTransformation, GoniometerRefinement, Goniometer\n",
    "from pyFAI.gui import jupyter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "List of files downloaded:\n",
      "    LaB6_gonio_D2AM\n",
      "    16Dec08D5_1777-rsz.npt\n",
      "    16Dec08D5_1791-rsz.npt\n",
      "    16Dec08D5_1729-rsz.edf\n",
      "    16Dec08D5_1763-rsz.npt\n",
      "    D5Geom-2018.h5\n",
      "    16Dec08D5_1725-rsz.edf\n",
      "    16Dec08D5_1728-rsz.npt\n",
      "    16Dec08D5_1784-rsz.npt\n",
      "    16Dec08D5_1763-rsz.edf\n",
      "    16Dec08D5_1728-rsz.edf\n",
      "    16Dec08D5_1735-rsz.npt\n",
      "    16Dec08D5_1727-rsz.npt\n",
      "    16Dec08D5_1729-rsz.npt\n",
      "    16Dec08D5_1770-rsz.edf\n",
      "    16Dec08D5_1784-rsz.edf\n",
      "    16Dec08D5_1730-rsz.npt\n",
      "    16Dec08D5_1742-rsz.npt\n",
      "    16Dec08D5_1770-rsz.npt\n",
      "    16Dec08D5_1725-rsz.npt\n",
      "    16Dec08D5_1726-rsz.npt\n",
      "    16Dec08D5_1777-rsz.edf\n",
      "    16Dec08D5_1756-rsz.edf\n",
      "    16Dec08D5_1735-rsz.edf\n",
      "    16Dec08D5_1730-rsz.edf\n",
      "    16Dec08D5_1742-rsz.edf\n",
      "    16Dec08D5_1791-rsz.edf\n",
      "    16Dec08D5_1749-rsz.npt\n",
      "    16Dec08D5_1726-rsz.edf\n",
      "    16Dec08D5_1756-rsz.npt\n",
      "    16Dec08D5_1727-rsz.edf\n",
      "    16Dec08D5_1749-rsz.edf\n"
     ]
    }
   ],
   "source": [
    "#Download all data\n",
    "    \n",
    "from silx.resources import ExternalResources\n",
    "\n",
    "#Comment out when outside ESRF\n",
    "os.environ[\"http_proxy\"] = \"http://proxy.esrf.fr:3128\"\n",
    "    \n",
    "downloader = ExternalResources(\"pyFAI\", \"http://www.silx.org/pub/pyFAI/testimages\", \"PYFAI_DATA\")\n",
    "all_files = downloader.getdir(\"LaB6_gonio_D2AM.tar.bz2\")\n",
    "\n",
    "print(\"List of files downloaded:\")\n",
    "for i in all_files:\n",
    "    print(\"    \"+os.path.basename(i))\n",
    "\n",
    "detector_file = [i for i in all_files if i.endswith(\"D5Geom-2018.h5\")][0]\n",
    "images = [i for i in all_files if i.endswith(\".edf\")]\n",
    "npt_files = [i for i in all_files if i.endswith(\".npt\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector shape:  (960, 578)\n",
      "{\n",
      "EDF_DataBlockID :  0.Image.Psd\n",
      "EDF_BinarySize :  4439040\n",
      "EDF_HeaderSize :  1536\n",
      "ByteOrder :  LowByteFirst\n",
      "DataType :  DoubleValue\n",
      "Dim_1 :  578\n",
      "Dim_2 :  960\n",
      "Image :  0\n",
      "HeaderID :  EH:000000:000000:000000\n",
      "Size :  4439040\n",
      "VersionNumber :  1\n",
      "Epoch :  1481327234.3919599056\n",
      "det_sample_dist :  0\n",
      "y_beam :  0\n",
      "x_beam :  0\n",
      "Lambda :  0.495938\n",
      "offset :  0\n",
      "count_time :  120\n",
      "point_no :  24\n",
      "scan_no :  906\n",
      "preset :  0\n",
      "col_end :  559\n",
      "col_beg :  0\n",
      "row_end :  959\n",
      "row_beg :  0\n",
      "counter_pos :  120 2689 156 15.3097 0 90.3692 15.3097 0 25 25 1749 5.65726e+09 0 0 0 174.925 0 0 15.3097\n",
      "counter_mne :  sec vct1 vct2 vct3 vct4 Imach pseudoC pfoil Emono Ecod img roi1 roi2 roi3 roi4 pico1 pico2 pico3 pico4\n",
      "motor_pos :  24.0001 0.077502 89.9912 -89.9921 -0.0032 0.0022 57.1197 134.748 -32.9504 0.16656 -5 0.47558 -1.5 0 0 0 4.53604 0.1416 1.04 1.04022 1.04022 -4.4 -1.10211 -0.543725 -9.962 -14.038 -16.865 -7.195 24 -2.038 24.06 4.835 1\n",
      "motor_mne :  del eta chi phi nu mu keta kap kphi tsx tsy tsz rox roy tox toy mono inc1 courb courbb courbf omega khimono gamma su6 sd6 sf6 sb6 vg6 vo6 hg6 ho6 rien\n",
      "suffix :  .edf\n",
      "prefix :  16Dec08D5_\n",
      "dir :  /users/opd02/raw\n",
      "run :  1749\n",
      "title :  CCD Image\n"
     ]
    },
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\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",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\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 backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\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 * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\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'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 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 * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\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",
       "    var width = fig.canvas.width/mpl.ratio\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 + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { 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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       "<img 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width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f92d326acc0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Definition of the detector and deplay of an image and its mask:\n",
    "\n",
    "d5 = pyFAI.detector_factory(detector_file)\n",
    "print(\"Detector shape: \",d5.shape)\n",
    "\n",
    "fimg = fabio.open(images[-1])\n",
    "\n",
    "for k,v in fimg.header.items():\n",
    "    print(k, \": \", v)\n",
    "    \n",
    "f, ax = subplots(1, 2)\n",
    "jupyter.display(d5.mask, label=\"mask\", ax=ax[0])\n",
    "jupyter.display(fimg.data, label=os.path.basename(fimg.filename), ax=ax[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2theta max:  179.17349767223402\n",
      "Number of reflections:  236\n"
     ]
    }
   ],
   "source": [
    "# Define wavelength and create our \"large\" LaB6 calibrant\n",
    "\n",
    "wavelength = 0.495938 * 1e-10\n",
    "from pyFAI.calibrant import get_calibrant\n",
    "LaB6 = get_calibrant(\"LaB6\")\n",
    "LaB6.wavelength = wavelength\n",
    "print(\"2theta max: \", numpy.degrees(LaB6.get_2th()[-1]))\n",
    "print(\"Number of reflections: \", len(LaB6.get_2th()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of hand-calibrated images : 15\n"
     ]
    }
   ],
   "source": [
    "#Use a few manually calibrated images:\n",
    "\n",
    "npt_files.sort()\n",
    "print(\"Number of hand-calibrated images :\",len(npt_files))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "filename 16Dec08D5_1749-rsz.edf angle: 24.0001\n"
     ]
    }
   ],
   "source": [
    "# Definition of the goniometer translation function:\n",
    "# The detector rotates vertically, around the horizontal axis, i.e. rot2. \n",
    "# Rotation both around axis 1 and axis 2 are allowed\n",
    "\n",
    "goniotrans = GeometryTransformation(param_names = [\"dist\", \"poni1\", \"poni2\", \n",
    "                                                   \"rot1\", \"rot2\", \"rot3\", \"scale1\", \"scale2\" ],\n",
    "                                    dist_expr=\"dist\", \n",
    "                                    poni1_expr=\"poni1\",\n",
    "                                    poni2_expr=\"poni2\", \n",
    "                                    rot1_expr=\"scale1 * pos +rot1\", \n",
    "                                    rot2_expr=\"scale2 * pos + rot2\", \n",
    "                                    rot3_expr=\"rot3\")\n",
    "\n",
    "\n",
    "#Definition of the function reading the goniometer angle from the filename of the image.\n",
    "\n",
    "def get_angle(metadata):\n",
    "    \"\"\"Takes the angle from the first motor position and returns the angle of the goniometer arm\"\"\"\n",
    "    return float(metadata[\"motor_pos\"].split()[0])\n",
    "\n",
    "print('filename', os.path.basename(fimg.filename), \"angle:\",get_angle(fimg.header))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Empty refinement object: GoniometerRefinement with 0 geometries labeled: .\n",
      "16Dec08D5_1725-rsz Angle: -0.003\n",
      "16Dec08D5_1726-rsz Angle: 0.9998\n",
      "16Dec08D5_1727-rsz Angle: 2.0\n",
      "16Dec08D5_1728-rsz Angle: 2.9998\n",
      "16Dec08D5_1729-rsz Angle: 4.0002\n",
      "16Dec08D5_1730-rsz Angle: 4.9998\n",
      "16Dec08D5_1735-rsz Angle: 10.0001\n",
      "16Dec08D5_1742-rsz Angle: 16.9996\n",
      "16Dec08D5_1749-rsz Angle: 24.0001\n",
      "16Dec08D5_1756-rsz Angle: 30.9997\n",
      "16Dec08D5_1763-rsz Angle: 37.9999\n",
      "16Dec08D5_1770-rsz Angle: 44.9997\n",
      "16Dec08D5_1777-rsz Angle: 52.0\n",
      "16Dec08D5_1784-rsz Angle: 58.9995\n",
      "16Dec08D5_1791-rsz Angle: 65.9999\n",
      "Filled refinement object:\n",
      "GoniometerRefinement with 15 geometries labeled: 16Dec08D5_1725-rsz, 16Dec08D5_1726-rsz, 16Dec08D5_1727-rsz, 16Dec08D5_1728-rsz, 16Dec08D5_1729-rsz, 16Dec08D5_1730-rsz, 16Dec08D5_1735-rsz, 16Dec08D5_1742-rsz, 16Dec08D5_1749-rsz, 16Dec08D5_1756-rsz, 16Dec08D5_1763-rsz, 16Dec08D5_1770-rsz, 16Dec08D5_1777-rsz, 16Dec08D5_1784-rsz, 16Dec08D5_1791-rsz.\n"
     ]
    }
   ],
   "source": [
    "# Definition of the geometry refinement: the parameter order is the same as the param_names\n",
    "\n",
    "rot3 = numpy.pi/2\n",
    "scale1 = -numpy.pi/180\n",
    "scale2 = 0\n",
    "param = {\"dist\":0.5, \n",
    "         \"poni1\":0.05, \n",
    "         \"poni2\":0.05, \n",
    "         \"rot1\":0,\n",
    "         \"rot2\":0,\n",
    "         \"rot3\": rot3,\n",
    "         \"scale1\": scale1,\n",
    "         \"scale2\": scale2,\n",
    "        }\n",
    "#Defines the bounds for some variables\n",
    "bounds = {\"dist\": (0.2, 0.8), \n",
    "          \"poni1\": (0, 0.1),\n",
    "          \"poni2\": (0, 0.1),\n",
    "          \"rot1\": (-0.1, 0.1),\n",
    "          \"rot2\": (-0.1, 0.1),\n",
    "          \"rot3\": (rot3, rot3), #strict bounds on rot3\n",
    "          #\"scale1\": (scale1, scale1),\n",
    "          #\"scale2\": (scale2, scale2),\n",
    "         }\n",
    "gonioref = GoniometerRefinement(param, #initial guess\n",
    "                                bounds=bounds,\n",
    "                                pos_function=get_angle,\n",
    "                                trans_function=goniotrans,\n",
    "                                detector=d5, wavelength=wavelength)\n",
    "print(\"Empty refinement object:\", gonioref)\n",
    "\n",
    "#Let's populate the goniometer refinement object with all control point files:\n",
    "\n",
    "for fn in npt_files[:]:\n",
    "    base = os.path.splitext(fn)[0]\n",
    "    fimg = fabio.open(base + \".edf\")\n",
    "    basename = os.path.basename(base)\n",
    "    sg =gonioref.new_geometry(basename, image=fimg.data, metadata=fimg.header, control_points=fn, calibrant=LaB6)\n",
    "    print(basename, \"Angle:\", sg.get_position())\n",
    "    \n",
    "\n",
    "print(\"Filled refinement object:\")\n",
    "print(gonioref)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost function before refinement: 0.00030766121608429307\n",
      "[ 0.5         0.05        0.05        0.          0.          1.57079633\n",
      " -0.01745329  0.        ]\n",
      "     fun: 1.9855225530234952e-08\n",
      "     jac: array([ 2.40916227e-08,  3.04897072e-07,  4.13640063e-07, -1.75538242e-07,\n",
      "       -9.57392364e-07, -1.12132525e-13, -5.24435840e-06, -7.14899229e-07])\n",
      " message: 'Optimization terminated successfully.'\n",
      "    nfev: 178\n",
      "     nit: 17\n",
      "    njev: 17\n",
      "  status: 0\n",
      " success: True\n",
      "       x: array([ 5.20464974e-01,  6.34779274e-02,  4.46077056e-02,  3.03313918e-03,\n",
      "        7.46909751e-03,  1.57079633e+00, -1.74719084e-02, -3.84262987e-04])\n",
      "Cost function after refinement: 1.9855225530234952e-08\n",
      "GonioParam(dist=0.5204649744819361, poni1=0.06347792740436164, poni2=0.04460770564596157, rot1=0.0030331391768589344, rot2=0.007469097514563215, rot3=1.5707963267948966, scale1=-0.017471908444435618, scale2=-0.00038426298745148534)\n",
      "maxdelta on: dist (0) 0.5 --> 0.5204649744819361\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "array([ 5.20464974e-01,  6.34779274e-02,  4.46077056e-02,  3.03313918e-03,\n",
       "        7.46909751e-03,  1.57079633e+00, -1.74719084e-02, -3.84262987e-04])"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Initial refinement of the goniometer model with 5 dof\n",
    "\n",
    "gonioref.refine2()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\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",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\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 backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\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 * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\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'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 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 * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\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",
       "    var width = fig.canvas.width/mpl.ratio\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 + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { 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"
      ],
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AAAAAAAAAAAAAAAAAAB4H/r/EPKrjg127McAAAAASUVORK5CYII=\" width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n",
      "WARNING:matplotlib.legend:No handles with labels found to put in legend.\n"
     ]
    }
   ],
   "source": [
    "width=3\n",
    "height=int(ceil(len(gonioref.single_geometries) / width))\n",
    "fig,ax = subplots(height, width,figsize=(10, 25))\n",
    "for idx, sg in enumerate(gonioref.single_geometries.values()):\n",
    "    sg.geometry_refinement.set_param(gonioref.get_ai(sg.get_position()).param)\n",
    "    jupyter.display(sg=sg, ax=ax[idx//width, idx%width])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cost function before refinement: 1.9855225530234952e-08\n",
      "[ 5.20464974e-01  6.34779274e-02  4.46077056e-02  3.03313918e-03\n",
      "  7.46909751e-03  1.57079633e+00 -1.74719084e-02 -3.84262987e-04]\n",
      "     fun: 1.9855093643189328e-08\n",
      "     jac: array([ 3.37489690e-09,  0.00000000e+00,  0.00000000e+00,  1.09849585e-08,\n",
      "       -8.71782191e-07,  7.70932331e-09, -3.46983076e-05, -5.59240269e-07])\n",
      " message: 'Optimization terminated successfully.'\n",
      "    nfev: 15\n",
      "     nit: 1\n",
      "    njev: 1\n",
      "  status: 0\n",
      " success: True\n",
      "       x: array([ 5.20464974e-01,  6.34779274e-02,  4.46077056e-02,  3.03313917e-03,\n",
      "        7.46909771e-03,  1.57079633e+00, -1.74719008e-02, -3.84262865e-04])\n",
      "Cost function after refinement: 1.9855093643189328e-08\n",
      "GonioParam(dist=0.5204649744811972, poni1=0.06347792740436164, poni2=0.04460770564596157, rot1=0.003033139174453971, rot2=0.007469097705424581, rot3=1.5707963267932088, scale1=-0.017471900847851926, scale2=-0.0003842628650156724)\n",
      "maxdelta on: scale1 (6) -0.017471908444435618 --> -0.017471900847851926\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "array([ 5.20464974e-01,  6.34779274e-02,  4.46077056e-02,  3.03313917e-03,\n",
       "        7.46909771e-03,  1.57079633e+00, -1.74719008e-02, -3.84262865e-04])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Final pass of refinement with all constrains removed, very fine refinement\n",
    "\n",
    "gonioref.bounds = None\n",
    "gonioref.refine2(\"slsqp\", eps=1e-13, maxiter=10000, ftol=1e-12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MultiGeometry integrator with 15 geometries on (0, 80) radial range (2th_deg) and (-180, 180) azimuthal range (deg)\n"
     ]
    }
   ],
   "source": [
    "#Create a MultiGeometry integrator from the refined geometry:\n",
    "\n",
    "angles = []\n",
    "images = []\n",
    "for sg in gonioref.single_geometries.values():\n",
    "    angles.append(sg.get_position())\n",
    "    images.append(sg.image)\n",
    "    \n",
    "multigeo = gonioref.get_mg(angles)\n",
    "multigeo.radial_range=(0, 80)\n",
    "print(multigeo)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\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",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\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 backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\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 * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\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'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 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 * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\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",
       "    var width = fig.canvas.width/mpl.ratio\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 + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { 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"
    },
    {
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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f92c91c99b0>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Integrate the whole set of images in a single run:\n",
    "\n",
    "res = multigeo.integrate1d(images, 10000)\n",
    "jupyter.plot1d(res)\n",
    "\n",
    "#Note the large number of peaks due to hot pixels ...."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "4\n",
      "3\n",
      "3\n",
      "3\n",
      "3\n",
      " Size of old mask 198678  Size of new mask 198683  Number of pixel discarded 5\n"
     ]
    }
   ],
   "source": [
    "#Add hot pixels to the mask: pixel which are 15x more intense than the median in their ring.\n",
    "\n",
    "thres = 15\n",
    "\n",
    "old_mask = d5.mask.astype(\"bool\", copy=True)\n",
    "new_mask = d5.mask.astype(\"bool\", copy=True)\n",
    "\n",
    "for ai,img in zip(multigeo.ais,images):\n",
    "    b,a = ai.separate(img, 1000, restore_mask=0)\n",
    "    b[old_mask] = 0\n",
    "    b[b<0] = 0\n",
    "    print(sum(b>thres*a))\n",
    "    new_mask = numpy.logical_or(new_mask, (b>thres*a))\n",
    "\n",
    "print(\" Size of old mask\", sum(old_mask), \n",
    "      \" Size of new mask\",sum(new_mask), \n",
    "      \" Number of pixel discarded\", sum(new_mask)-sum(old_mask))\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\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",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\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 backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\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 * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\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'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 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 * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\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",
       "    var width = fig.canvas.width/mpl.ratio\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 + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { 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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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7f92c90a82e8>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Update the mask\n",
    "for ai in multigeo.ais:\n",
    "    ai.detector.mask = new_mask\n",
    "    \n",
    "# Integrate the whole set of images in a single run:\n",
    "res2 = multigeo.integrate1d(images, 10000)\n",
    "ax = jupyter.plot1d(res, label=\"Before hot-pixel removal\")\n",
    "ax.plot(*res2, label=\"After hot-pixel removal\")\n",
    "ax.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "/* Put everything inside the global mpl namespace */\n",
       "window.mpl = {};\n",
       "\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",
       "            if (mpl.ratio != 1) {\n",
       "                fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
       "            }\n",
       "            fig.send_message(\"refresh\", {});\n",
       "        }\n",
       "\n",
       "    this.imageObj.onload = function() {\n",
       "            if (fig.image_mode == 'full') {\n",
       "                // Full images could contain transparency (where diff images\n",
       "                // almost always do), so we need to clear the canvas so that\n",
       "                // there is no ghosting.\n",
       "                fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
       "            }\n",
       "            fig.context.drawImage(fig.imageObj, 0, 0);\n",
       "        };\n",
       "\n",
       "    this.imageObj.onunload = function() {\n",
       "        fig.ws.close();\n",
       "    }\n",
       "\n",
       "    this.ws.onmessage = this._make_on_message_function(this);\n",
       "\n",
       "    this.ondownload = ondownload;\n",
       "}\n",
       "\n",
       "mpl.figure.prototype._init_header = function() {\n",
       "    var titlebar = $(\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 backingStore = this.context.backingStorePixelRatio ||\n",
       "\tthis.context.webkitBackingStorePixelRatio ||\n",
       "\tthis.context.mozBackingStorePixelRatio ||\n",
       "\tthis.context.msBackingStorePixelRatio ||\n",
       "\tthis.context.oBackingStorePixelRatio ||\n",
       "\tthis.context.backingStorePixelRatio || 1;\n",
       "\n",
       "    mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\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 * mpl.ratio);\n",
       "        canvas.attr('height', height * mpl.ratio);\n",
       "        canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\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'] / mpl.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
       "    var x1 = msg['x1'] / mpl.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0, 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 * mpl.ratio;\n",
       "    var y = canvas_pos.y * mpl.ratio;\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",
       "    var width = fig.canvas.width/mpl.ratio\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 + '\" width=\"' + width + '\">');\n",
       "    fig.close_ws(fig, msg);\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.close_ws = function(fig, msg){\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width/mpl.ratio\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function() {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message(\"ack\", {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () { 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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\" width=\"640\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f92c906ed30>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Integrate the whole set of images in 2D:\n",
    "\n",
    "res2d = multigeo.integrate2d(images, 1000, 360)\n",
    "jupyter.plot2d(res2d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total execution time 105.95396304130554\n"
     ]
    }
   ],
   "source": [
    "print(\"Total execution time\", time.time()-start_time)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
