{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Selection of a calibrant\n",
    "\n",
    "In this tutorial we will see how to select a calibrant for a given experimental setup.\n",
    "\n",
    "## Experimental setup\n",
    "\n",
    "The experimental setup is a classical protein crystallography setup with:\n",
    "\n",
    " * Large Pilatus 6M detector on a translation table\n",
    " * The small and intense beam of ~50 microns in size has a wavelength of 1 Angstrom\n",
    " * The detector is in *normal* condition: orthogonal to the beam and centered in the middle of the detector.\n",
    "\n",
    "The scientist in charge of this beamline want to ensure all encoders are working properly and needs to validate the setup for distances between 10cm and 80cm. \n",
    "He will buy reference material from NIST but he does not know which calibrant is best suited for his setup. \n",
    "We will assume all reference material sold by NIST are equally suitable for ray position (no issue with grain size, ...).\n",
    "\n",
    "The calibration works best in pyFAI if more than one Debye-Scherrer ring is seen on the detector.\n",
    "\n",
    "## Define the detector"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PyFAI version 0.18.0\n",
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "start_time = time.time()\n",
    "import pyFAI, pyFAI.detectors\n",
    "print(\"PyFAI version\", pyFAI.version)\n",
    "dete = pyFAI.detectors.Pilatus6M()\n",
    "print(dete)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Select reference materials\n",
    "\n",
    "The NIST sells different [Standard Refrence Materials](http://www.nist.gov/mml/mmsd/upload/852_08_81b.pdf), among them \n",
    "Silicon (SRM640), Lanthanum hexaboride (SRM660),  Alumina (SRM676) and Ceria (SRM674) are commonly used. \n",
    "Many other exists: Cr203, TiO2, Zn0, SiO2, ... Evaluating them is left as an exercise.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calibrants available: C14H30O, Si_SRM640c, LaB6, cristobaltite, Ni, Au, CeO2, Si_SRM640a, ZnO, alpha_Al2O3, Al, Si_SRM640e, Si_SRM640d, quartz, AgBh, Si_SRM640b, TiO2, NaCl, LaB6_SRM660a, mock, PBBA, CuO, LaB6_SRM660c, CrOx, Cr2O3, Si, LaB6_SRM660b, Si_SRM640\n"
     ]
    }
   ],
   "source": [
    "import pyFAI.calibrant\n",
    "print(pyFAI.calibrant.ALL_CALIBRANTS)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You may wonder where the names of the calibrant came from and how they have been established. \n",
    "\n",
    "The name of all calibrant available in your version of pyFAI can be listed by just printing out the content of ALL_CALIBRANTS. New calibrant may have been added in pyFAI in more recent releases, just have a look at the [developent web page](https://github.com/silx-kit/pyFAI/tree/master/pyFAI/resources/calibration).\n",
    "\n",
    "Most of those calibrant files, which contain the *d-spacing* in Angstrom between Miller plans, have been prepared from the unit cell of the compount, found in publication. This publication is referenced in the header of the file.\n",
    "If one wishes to regenerate those files, the *pyFAI.calibrant.Cell* class may be used for.\n",
    "\n",
    "We will now focus on a subset of calibrant, instanciate them and put them into a dictionnary. The Python construct used here is called *dict-comprehension* and allows the creation and population of a dictionnary in a single line."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Si :  Si Calibrant with 708 reflections \n",
      "LaB6 :  LaB6 Calibrant with 1441 reflections \n",
      "CeO2 :  CeO2 Calibrant with 41 reflections \n",
      "alpha_Al2O3 :  alpha_Al2O3 Calibrant with 31 reflections \n"
     ]
    }
   ],
   "source": [
    "cals = dict((name,pyFAI.calibrant.ALL_CALIBRANTS(name)) for name in (\"Si\", \"LaB6\", \"CeO2\", \"alpha_Al2O3\"))\n",
    "for k,v in cals.items():\n",
    "    print(k,\": \", v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To be able to use those calibrants, one needs to define the wavelength used, here 1 Angstrom."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Si :  Si Calibrant with 28 reflections at wavelength 1e-10\n",
      "LaB6 :  LaB6 Calibrant with 59 reflections at wavelength 1e-10\n",
      "CeO2 :  CeO2 Calibrant with 41 reflections at wavelength 1e-10\n",
      "alpha_Al2O3 :  alpha_Al2O3 Calibrant with 31 reflections at wavelength 1e-10\n"
     ]
    }
   ],
   "source": [
    "wl = 1e-10\n",
    "\n",
    "for k,v in cals.items():\n",
    "    v.wavelength = wl\n",
    "    print(k,\": \", v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Short distance images\n",
    "\n",
    "The shortest the detector can come to the sample is about 10cm (to leave space for the beamstop).\n",
    "We will generate images of diffraction at this distance. \n",
    "\n",
    "For the display of images we will use *matplotlib* inlined and some utilities from pyFAI to display images."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector center at 0.21732217, 0.21181805\n",
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "SampleDetDist= 1.000000e-01m\tPONI= 2.173222e-01, 2.118181e-01m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 100.000mm\tCenter: x=1231.500, y=1263.501 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n"
     ]
    }
   ],
   "source": [
    "p1, p2, p3 = dete.calc_cartesian_positions()\n",
    "poni1 = p1.mean()\n",
    "poni2 = p2.mean()\n",
    "print(\"Detector center at %s, %s\"%(poni1, poni2))\n",
    "from pyFAI.azimuthalIntegrator import AzimuthalIntegrator\n",
    "ai_short = AzimuthalIntegrator(dist=0.1, poni1=poni1, poni2=poni2,detector=dete)\n",
    "print(ai_short)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab nbagg\n",
    "from pyFAI.gui import jupyter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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 overridden (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": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = subplots(2, 2, figsize=(10,10))\n",
    "for idx, key in enumerate(cals):\n",
    "    cal = cals[key]\n",
    "    img = cal.fake_calibration_image(ai_short)\n",
    "    jupyter.display(img, label=key, ax=ax[idx//2, idx%2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As one can see, there are plenty of rings on the image: it should be easy to calibrate.\n",
    "By moving further away the detector, the number of rings will decrease.\n",
    "\n",
    "## Long distance images ##\n",
    "\n",
    "To keep good calibration one should have at lease two rings for the calibration.\n",
    "The longest distance from sample to the detector is 80cm."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n",
      "SampleDetDist= 8.000000e-01m\tPONI= 2.173222e-01, 2.118181e-01m\trot1=0.000000  rot2= 0.000000  rot3= 0.000000 rad\n",
      "DirectBeamDist= 800.000mm\tCenter: x=1231.500, y=1263.501 pix\tTilt=0.000 deg  tiltPlanRotation= 0.000 deg\n"
     ]
    }
   ],
   "source": [
    "ai_long = AzimuthalIntegrator(dist=0.8, poni1=poni1, poni2=poni2, detector=dete)\n",
    "print(ai_long)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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 overridden (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": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = subplots(2, 2, figsize=(10,10))\n",
    "for idx, key in enumerate(cals):\n",
    "    cal = cals[key]\n",
    "    img = cal.fake_calibration_image(ai_long)\n",
    "    jupyter.display(img, label=key, ax=ax[idx//2, idx%2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The most adapted calibrant is probably the *LaB6* as 2 rings are still visible at 80 cm from the detector.\n",
    "\n",
    "## Integration of the pattern for the two extreme cases ##\n",
    "We can integrate the image for the two extreme cases:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": false
   },
   "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\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\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 overridden (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": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7fdf2ed07978>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lab6 = cals[\"LaB6\"]\n",
    "ai_short.wavelength = ai_long.wavelength = wl\n",
    "\n",
    "fig, ax = subplots(2, 2, figsize=(10,10))\n",
    "img_short = lab6.fake_calibration_image(ai_short)\n",
    "jupyter.display(img_short, label=\"LaB6 d=0.1m\", ax=ax[0,0])\n",
    "jupyter.plot1d(ai_short.integrate1d(img_short,1000), ax=ax[0,1])\n",
    "\n",
    "img_long = lab6.fake_calibration_image(ai_long)\n",
    "jupyter.display(img_long, label=\"LaB6 d=0.8m\", ax=ax[1,0])\n",
    "jupyter.plot1d(ai_long.integrate1d(img_long,1000), ax=ax[1,1])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conclusion ##\n",
    "The best calibrant in this case is probably LaB6."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total execution time: 6.447s\n"
     ]
    }
   ],
   "source": [
    "print(\"Total execution time: %.3fs\"%(time.time()-start_time))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.7 local venv",
   "language": "python",
   "name": "python3.7"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
