{
 "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 0.20.0-beta1\n",
      "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "start_time = time.perf_counter()\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: mock, LaB6_SRM660a, cristobaltite, Al, Si_SRM640, Si_SRM640a, ZnO, LaB6, quartz, NaCl, Si_SRM640e, Pt, Si, LaB6_SRM660b, Cr2O3, AgBh, Ni, PBBA, Si_SRM640c, Au, CuO, CeO2, alpha_Al2O3, CrOx, Si_SRM640b, Si_SRM640d, C14H30O, TiO2, LaB6_SRM660c\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",
       "/* global mpl */\n",
       "window.mpl = {};\n",
       "\n",
       "mpl.get_websocket_type = function () {\n",
       "    if (typeof WebSocket !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof MozWebSocket !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert(\n",
       "            'Your browser does not have WebSocket support. ' +\n",
       "                'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "                'Firefox 4 and 5 are also supported but you ' +\n",
       "                'have to enable WebSockets in about:config.'\n",
       "        );\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = this.ws.binaryType !== undefined;\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById('mpl-warnings');\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent =\n",
       "                'This browser does not support binary websocket messages. ' +\n",
       "                'Performance may be slow.';\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = document.createElement('div');\n",
       "    this.root.setAttribute('style', 'display: inline-block');\n",
       "    this._root_extra_style(this.root);\n",
       "\n",
       "    parent_element.appendChild(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen = function () {\n",
       "        fig.send_message('supports_binary', { value: fig.supports_binary });\n",
       "        fig.send_message('send_image_mode', {});\n",
       "        if (fig.ratio !== 1) {\n",
       "            fig.send_message('set_dpi_ratio', { dpi_ratio: fig.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 = document.createElement('div');\n",
       "    titlebar.classList =\n",
       "        'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
       "    var titletext = document.createElement('div');\n",
       "    titletext.classList = 'ui-dialog-title';\n",
       "    titletext.setAttribute(\n",
       "        'style',\n",
       "        'width: 100%; text-align: center; padding: 3px;'\n",
       "    );\n",
       "    titlebar.appendChild(titletext);\n",
       "    this.root.appendChild(titlebar);\n",
       "    this.header = titletext;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = (this.canvas_div = document.createElement('div'));\n",
       "    canvas_div.setAttribute(\n",
       "        'style',\n",
       "        'border: 1px solid #ddd;' +\n",
       "            'box-sizing: content-box;' +\n",
       "            'clear: both;' +\n",
       "            'min-height: 1px;' +\n",
       "            'min-width: 1px;' +\n",
       "            'outline: 0;' +\n",
       "            'overflow: hidden;' +\n",
       "            'position: relative;' +\n",
       "            'resize: both;'\n",
       "    );\n",
       "\n",
       "    function on_keyboard_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.key_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    canvas_div.addEventListener(\n",
       "        'keydown',\n",
       "        on_keyboard_event_closure('key_press')\n",
       "    );\n",
       "    canvas_div.addEventListener(\n",
       "        'keyup',\n",
       "        on_keyboard_event_closure('key_release')\n",
       "    );\n",
       "\n",
       "    this._canvas_extra_style(canvas_div);\n",
       "    this.root.appendChild(canvas_div);\n",
       "\n",
       "    var canvas = (this.canvas = document.createElement('canvas'));\n",
       "    canvas.classList.add('mpl-canvas');\n",
       "    canvas.setAttribute('style', 'box-sizing: content-box;');\n",
       "\n",
       "    this.context = canvas.getContext('2d');\n",
       "\n",
       "    var backingStore =\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        this.context.webkitBackingStorePixelRatio ||\n",
       "        this.context.mozBackingStorePixelRatio ||\n",
       "        this.context.msBackingStorePixelRatio ||\n",
       "        this.context.oBackingStorePixelRatio ||\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        1;\n",
       "\n",
       "    this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "    if (this.ratio !== 1) {\n",
       "        fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
       "    }\n",
       "\n",
       "    var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
       "        'canvas'\n",
       "    ));\n",
       "    rubberband_canvas.setAttribute(\n",
       "        'style',\n",
       "        'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
       "    );\n",
       "\n",
       "    var resizeObserver = new ResizeObserver(function (entries) {\n",
       "        var nentries = entries.length;\n",
       "        for (var i = 0; i < nentries; i++) {\n",
       "            var entry = entries[i];\n",
       "            var width, height;\n",
       "            if (entry.contentBoxSize) {\n",
       "                if (entry.contentBoxSize instanceof Array) {\n",
       "                    // Chrome 84 implements new version of spec.\n",
       "                    width = entry.contentBoxSize[0].inlineSize;\n",
       "                    height = entry.contentBoxSize[0].blockSize;\n",
       "                } else {\n",
       "                    // Firefox implements old version of spec.\n",
       "                    width = entry.contentBoxSize.inlineSize;\n",
       "                    height = entry.contentBoxSize.blockSize;\n",
       "                }\n",
       "            } else {\n",
       "                // Chrome <84 implements even older version of spec.\n",
       "                width = entry.contentRect.width;\n",
       "                height = entry.contentRect.height;\n",
       "            }\n",
       "\n",
       "            // Keep the size of the canvas and rubber band canvas in sync with\n",
       "            // the canvas container.\n",
       "            if (entry.devicePixelContentBoxSize) {\n",
       "                // Chrome 84 implements new version of spec.\n",
       "                canvas.setAttribute(\n",
       "                    'width',\n",
       "                    entry.devicePixelContentBoxSize[0].inlineSize\n",
       "                );\n",
       "                canvas.setAttribute(\n",
       "                    'height',\n",
       "                    entry.devicePixelContentBoxSize[0].blockSize\n",
       "                );\n",
       "            } else {\n",
       "                canvas.setAttribute('width', width * fig.ratio);\n",
       "                canvas.setAttribute('height', height * fig.ratio);\n",
       "            }\n",
       "            canvas.setAttribute(\n",
       "                'style',\n",
       "                'width: ' + width + 'px; height: ' + height + 'px;'\n",
       "            );\n",
       "\n",
       "            rubberband_canvas.setAttribute('width', width);\n",
       "            rubberband_canvas.setAttribute('height', height);\n",
       "\n",
       "            // And update the size in Python. We ignore the initial 0/0 size\n",
       "            // that occurs as the element is placed into the DOM, which should\n",
       "            // otherwise not happen due to the minimum size styling.\n",
       "            if (width != 0 && height != 0) {\n",
       "                fig.request_resize(width, height);\n",
       "            }\n",
       "        }\n",
       "    });\n",
       "    resizeObserver.observe(canvas_div);\n",
       "\n",
       "    function on_mouse_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.mouse_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousedown',\n",
       "        on_mouse_event_closure('button_press')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseup',\n",
       "        on_mouse_event_closure('button_release')\n",
       "    );\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousemove',\n",
       "        on_mouse_event_closure('motion_notify')\n",
       "    );\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseenter',\n",
       "        on_mouse_event_closure('figure_enter')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseleave',\n",
       "        on_mouse_event_closure('figure_leave')\n",
       "    );\n",
       "\n",
       "    canvas_div.addEventListener('wheel', function (event) {\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        on_mouse_event_closure('scroll')(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.appendChild(canvas);\n",
       "    canvas_div.appendChild(rubberband_canvas);\n",
       "\n",
       "    this.rubberband_context = rubberband_canvas.getContext('2d');\n",
       "    this.rubberband_context.strokeStyle = '#000000';\n",
       "\n",
       "    this._resize_canvas = function (width, height, forward) {\n",
       "        if (forward) {\n",
       "            canvas_div.style.width = width + 'px';\n",
       "            canvas_div.style.height = height + 'px';\n",
       "        }\n",
       "    };\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
       "        event.preventDefault();\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus() {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'mpl-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'mpl-button-group';\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'mpl-button-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        var button = (fig.buttons[name] = document.createElement('button'));\n",
       "        button.classList = 'mpl-widget';\n",
       "        button.setAttribute('role', 'button');\n",
       "        button.setAttribute('aria-disabled', 'false');\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "\n",
       "        var icon_img = document.createElement('img');\n",
       "        icon_img.src = '_images/' + image + '.png';\n",
       "        icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
       "        icon_img.alt = tooltip;\n",
       "        button.appendChild(icon_img);\n",
       "\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    var fmt_picker = document.createElement('select');\n",
       "    fmt_picker.classList = 'mpl-widget';\n",
       "    toolbar.appendChild(fmt_picker);\n",
       "    this.format_dropdown = fmt_picker;\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = document.createElement('option');\n",
       "        option.selected = fmt === mpl.default_extension;\n",
       "        option.innerHTML = fmt;\n",
       "        fmt_picker.appendChild(option);\n",
       "    }\n",
       "\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_message = function (type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function () {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1], msg['forward']);\n",
       "        fig.send_message('refresh', {});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
       "    var x0 = msg['x0'] / fig.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
       "    var x1 = msg['x1'] / fig.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0,\n",
       "        0,\n",
       "        fig.canvas.width / fig.ratio,\n",
       "        fig.canvas.height / fig.ratio\n",
       "    );\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch (cursor) {\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.handle_history_buttons = function (fig, msg) {\n",
       "    for (var key in msg) {\n",
       "        if (!(key in fig.buttons)) {\n",
       "            continue;\n",
       "        }\n",
       "        fig.buttons[key].disabled = !msg[key];\n",
       "        fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
       "    if (msg['mode'] === 'PAN') {\n",
       "        fig.buttons['Pan'].classList.add('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    } else if (msg['mode'] === 'ZOOM') {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.add('active');\n",
       "    } else {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message('ack', {});\n",
       "};\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* 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",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data\n",
       "            );\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        } else if (\n",
       "            typeof evt.data === 'string' &&\n",
       "            evt.data.slice(0, 21) === 'data:image/png;base64'\n",
       "        ) {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig['handle_' + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\n",
       "                \"No handler for the '\" + msg_type + \"' message type: \",\n",
       "                msg\n",
       "            );\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\n",
       "                    \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
       "                    e,\n",
       "                    e.stack,\n",
       "                    msg\n",
       "                );\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "};\n",
       "\n",
       "// from 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",
       "    }\n",
       "    if (e.target) {\n",
       "        targ = e.target;\n",
       "    } else if (e.srcElement) {\n",
       "        targ = e.srcElement;\n",
       "    }\n",
       "    if (targ.nodeType === 3) {\n",
       "        // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "    }\n",
       "\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    var boundingRect = targ.getBoundingClientRect();\n",
       "    var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
       "    var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
       "\n",
       "    return { x: x, y: y };\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * 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",
       "        }\n",
       "        return obj;\n",
       "    }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function (event, name) {\n",
       "    var canvas_pos = mpl.findpos(event);\n",
       "\n",
       "    if (name === 'button_press') {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * this.ratio;\n",
       "    var y = canvas_pos.y * this.ratio;\n",
       "\n",
       "    this.send_message(name, {\n",
       "        x: x,\n",
       "        y: y,\n",
       "        button: event.button,\n",
       "        step: event.step,\n",
       "        guiEvent: simpleKeys(event),\n",
       "    });\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.key_event = function (event, name) {\n",
       "    // Prevent repeat events\n",
       "    if (name === 'key_press') {\n",
       "        if (event.which === this._key) {\n",
       "            return;\n",
       "        } else {\n",
       "            this._key = event.which;\n",
       "        }\n",
       "    }\n",
       "    if (name === 'key_release') {\n",
       "        this._key = null;\n",
       "    }\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which !== 17) {\n",
       "        value += 'ctrl+';\n",
       "    }\n",
       "    if (event.altKey && event.which !== 18) {\n",
       "        value += 'alt+';\n",
       "    }\n",
       "    if (event.shiftKey && event.which !== 16) {\n",
       "        value += 'shift+';\n",
       "    }\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, 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\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";/* global mpl */\n",
       "\n",
       "var comm_websocket_adapter = function (comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.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 = document.getElementById(id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm);\n",
       "\n",
       "    function ondownload(figure, _format) {\n",
       "        window.open(figure.canvas.toDataURL());\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element;\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error('Failed to find cell for figure', id, fig);\n",
       "        return;\n",
       "    }\n",
       "    fig.cell_info[0].output_area.element.one(\n",
       "        'cleared',\n",
       "        { fig: fig },\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
       "    var width = fig.canvas.width / fig.ratio;\n",
       "    fig.cell_info[0].output_area.element.off(\n",
       "        'cleared',\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable();\n",
       "    fig.parent_element.innerHTML =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "    fig.close_ws(fig, msg);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width / this.ratio;\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message('ack', {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () {\n",
       "        fig.push_to_output();\n",
       "    }, 1000);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'btn-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'btn-group';\n",
       "    var button;\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'btn-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        button = fig.buttons[name] = document.createElement('button');\n",
       "        button.classList = 'btn btn-default';\n",
       "        button.href = '#';\n",
       "        button.title = name;\n",
       "        button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message pull-right';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = document.createElement('div');\n",
       "    buttongrp.classList = 'btn-group inline pull-right';\n",
       "    button = document.createElement('button');\n",
       "    button.classList = 'btn btn-mini btn-primary';\n",
       "    button.href = '#';\n",
       "    button.title = 'Stop Interaction';\n",
       "    button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
       "    button.addEventListener('click', function (_evt) {\n",
       "        fig.handle_close(fig, {});\n",
       "    });\n",
       "    button.addEventListener(\n",
       "        'mouseover',\n",
       "        on_mouseover_closure('Stop Interaction')\n",
       "    );\n",
       "    buttongrp.appendChild(button);\n",
       "    var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
       "    titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
       "    var fig = event.data.fig;\n",
       "    fig.close_ws(fig, {});\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (el) {\n",
       "    el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
       "    // this is important to make the div 'focusable\n",
       "    el.setAttribute('tabindex', 0);\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    } else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager) {\n",
       "        manager = IPython.keyboard_manager;\n",
       "    }\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which === 13) {\n",
       "        this.canvas_div.blur();\n",
       "        // select the cell after this one\n",
       "        var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
       "        IPython.notebook.select(index + 1);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "};\n",
       "\n",
       "mpl.find_output_cell = function (html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i = 0; i < ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code') {\n",
       "            for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] === html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel !== null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target(\n",
       "        'matplotlib',\n",
       "        mpl.mpl_figure_comm\n",
       "    );\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"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",
       "/* global mpl */\n",
       "window.mpl = {};\n",
       "\n",
       "mpl.get_websocket_type = function () {\n",
       "    if (typeof WebSocket !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof MozWebSocket !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert(\n",
       "            'Your browser does not have WebSocket support. ' +\n",
       "                'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "                'Firefox 4 and 5 are also supported but you ' +\n",
       "                'have to enable WebSockets in about:config.'\n",
       "        );\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = this.ws.binaryType !== undefined;\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById('mpl-warnings');\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent =\n",
       "                'This browser does not support binary websocket messages. ' +\n",
       "                'Performance may be slow.';\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = document.createElement('div');\n",
       "    this.root.setAttribute('style', 'display: inline-block');\n",
       "    this._root_extra_style(this.root);\n",
       "\n",
       "    parent_element.appendChild(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen = function () {\n",
       "        fig.send_message('supports_binary', { value: fig.supports_binary });\n",
       "        fig.send_message('send_image_mode', {});\n",
       "        if (fig.ratio !== 1) {\n",
       "            fig.send_message('set_dpi_ratio', { dpi_ratio: fig.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 = document.createElement('div');\n",
       "    titlebar.classList =\n",
       "        'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
       "    var titletext = document.createElement('div');\n",
       "    titletext.classList = 'ui-dialog-title';\n",
       "    titletext.setAttribute(\n",
       "        'style',\n",
       "        'width: 100%; text-align: center; padding: 3px;'\n",
       "    );\n",
       "    titlebar.appendChild(titletext);\n",
       "    this.root.appendChild(titlebar);\n",
       "    this.header = titletext;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = (this.canvas_div = document.createElement('div'));\n",
       "    canvas_div.setAttribute(\n",
       "        'style',\n",
       "        'border: 1px solid #ddd;' +\n",
       "            'box-sizing: content-box;' +\n",
       "            'clear: both;' +\n",
       "            'min-height: 1px;' +\n",
       "            'min-width: 1px;' +\n",
       "            'outline: 0;' +\n",
       "            'overflow: hidden;' +\n",
       "            'position: relative;' +\n",
       "            'resize: both;'\n",
       "    );\n",
       "\n",
       "    function on_keyboard_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.key_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    canvas_div.addEventListener(\n",
       "        'keydown',\n",
       "        on_keyboard_event_closure('key_press')\n",
       "    );\n",
       "    canvas_div.addEventListener(\n",
       "        'keyup',\n",
       "        on_keyboard_event_closure('key_release')\n",
       "    );\n",
       "\n",
       "    this._canvas_extra_style(canvas_div);\n",
       "    this.root.appendChild(canvas_div);\n",
       "\n",
       "    var canvas = (this.canvas = document.createElement('canvas'));\n",
       "    canvas.classList.add('mpl-canvas');\n",
       "    canvas.setAttribute('style', 'box-sizing: content-box;');\n",
       "\n",
       "    this.context = canvas.getContext('2d');\n",
       "\n",
       "    var backingStore =\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        this.context.webkitBackingStorePixelRatio ||\n",
       "        this.context.mozBackingStorePixelRatio ||\n",
       "        this.context.msBackingStorePixelRatio ||\n",
       "        this.context.oBackingStorePixelRatio ||\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        1;\n",
       "\n",
       "    this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "    if (this.ratio !== 1) {\n",
       "        fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
       "    }\n",
       "\n",
       "    var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
       "        'canvas'\n",
       "    ));\n",
       "    rubberband_canvas.setAttribute(\n",
       "        'style',\n",
       "        'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
       "    );\n",
       "\n",
       "    var resizeObserver = new ResizeObserver(function (entries) {\n",
       "        var nentries = entries.length;\n",
       "        for (var i = 0; i < nentries; i++) {\n",
       "            var entry = entries[i];\n",
       "            var width, height;\n",
       "            if (entry.contentBoxSize) {\n",
       "                if (entry.contentBoxSize instanceof Array) {\n",
       "                    // Chrome 84 implements new version of spec.\n",
       "                    width = entry.contentBoxSize[0].inlineSize;\n",
       "                    height = entry.contentBoxSize[0].blockSize;\n",
       "                } else {\n",
       "                    // Firefox implements old version of spec.\n",
       "                    width = entry.contentBoxSize.inlineSize;\n",
       "                    height = entry.contentBoxSize.blockSize;\n",
       "                }\n",
       "            } else {\n",
       "                // Chrome <84 implements even older version of spec.\n",
       "                width = entry.contentRect.width;\n",
       "                height = entry.contentRect.height;\n",
       "            }\n",
       "\n",
       "            // Keep the size of the canvas and rubber band canvas in sync with\n",
       "            // the canvas container.\n",
       "            if (entry.devicePixelContentBoxSize) {\n",
       "                // Chrome 84 implements new version of spec.\n",
       "                canvas.setAttribute(\n",
       "                    'width',\n",
       "                    entry.devicePixelContentBoxSize[0].inlineSize\n",
       "                );\n",
       "                canvas.setAttribute(\n",
       "                    'height',\n",
       "                    entry.devicePixelContentBoxSize[0].blockSize\n",
       "                );\n",
       "            } else {\n",
       "                canvas.setAttribute('width', width * fig.ratio);\n",
       "                canvas.setAttribute('height', height * fig.ratio);\n",
       "            }\n",
       "            canvas.setAttribute(\n",
       "                'style',\n",
       "                'width: ' + width + 'px; height: ' + height + 'px;'\n",
       "            );\n",
       "\n",
       "            rubberband_canvas.setAttribute('width', width);\n",
       "            rubberband_canvas.setAttribute('height', height);\n",
       "\n",
       "            // And update the size in Python. We ignore the initial 0/0 size\n",
       "            // that occurs as the element is placed into the DOM, which should\n",
       "            // otherwise not happen due to the minimum size styling.\n",
       "            if (width != 0 && height != 0) {\n",
       "                fig.request_resize(width, height);\n",
       "            }\n",
       "        }\n",
       "    });\n",
       "    resizeObserver.observe(canvas_div);\n",
       "\n",
       "    function on_mouse_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.mouse_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousedown',\n",
       "        on_mouse_event_closure('button_press')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseup',\n",
       "        on_mouse_event_closure('button_release')\n",
       "    );\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousemove',\n",
       "        on_mouse_event_closure('motion_notify')\n",
       "    );\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseenter',\n",
       "        on_mouse_event_closure('figure_enter')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseleave',\n",
       "        on_mouse_event_closure('figure_leave')\n",
       "    );\n",
       "\n",
       "    canvas_div.addEventListener('wheel', function (event) {\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        on_mouse_event_closure('scroll')(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.appendChild(canvas);\n",
       "    canvas_div.appendChild(rubberband_canvas);\n",
       "\n",
       "    this.rubberband_context = rubberband_canvas.getContext('2d');\n",
       "    this.rubberband_context.strokeStyle = '#000000';\n",
       "\n",
       "    this._resize_canvas = function (width, height, forward) {\n",
       "        if (forward) {\n",
       "            canvas_div.style.width = width + 'px';\n",
       "            canvas_div.style.height = height + 'px';\n",
       "        }\n",
       "    };\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
       "        event.preventDefault();\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus() {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'mpl-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'mpl-button-group';\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'mpl-button-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        var button = (fig.buttons[name] = document.createElement('button'));\n",
       "        button.classList = 'mpl-widget';\n",
       "        button.setAttribute('role', 'button');\n",
       "        button.setAttribute('aria-disabled', 'false');\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "\n",
       "        var icon_img = document.createElement('img');\n",
       "        icon_img.src = '_images/' + image + '.png';\n",
       "        icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
       "        icon_img.alt = tooltip;\n",
       "        button.appendChild(icon_img);\n",
       "\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    var fmt_picker = document.createElement('select');\n",
       "    fmt_picker.classList = 'mpl-widget';\n",
       "    toolbar.appendChild(fmt_picker);\n",
       "    this.format_dropdown = fmt_picker;\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = document.createElement('option');\n",
       "        option.selected = fmt === mpl.default_extension;\n",
       "        option.innerHTML = fmt;\n",
       "        fmt_picker.appendChild(option);\n",
       "    }\n",
       "\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_message = function (type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function () {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1], msg['forward']);\n",
       "        fig.send_message('refresh', {});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
       "    var x0 = msg['x0'] / fig.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
       "    var x1 = msg['x1'] / fig.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0,\n",
       "        0,\n",
       "        fig.canvas.width / fig.ratio,\n",
       "        fig.canvas.height / fig.ratio\n",
       "    );\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch (cursor) {\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.handle_history_buttons = function (fig, msg) {\n",
       "    for (var key in msg) {\n",
       "        if (!(key in fig.buttons)) {\n",
       "            continue;\n",
       "        }\n",
       "        fig.buttons[key].disabled = !msg[key];\n",
       "        fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
       "    if (msg['mode'] === 'PAN') {\n",
       "        fig.buttons['Pan'].classList.add('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    } else if (msg['mode'] === 'ZOOM') {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.add('active');\n",
       "    } else {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message('ack', {});\n",
       "};\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* 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",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data\n",
       "            );\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        } else if (\n",
       "            typeof evt.data === 'string' &&\n",
       "            evt.data.slice(0, 21) === 'data:image/png;base64'\n",
       "        ) {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig['handle_' + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\n",
       "                \"No handler for the '\" + msg_type + \"' message type: \",\n",
       "                msg\n",
       "            );\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\n",
       "                    \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
       "                    e,\n",
       "                    e.stack,\n",
       "                    msg\n",
       "                );\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "};\n",
       "\n",
       "// from 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",
       "    }\n",
       "    if (e.target) {\n",
       "        targ = e.target;\n",
       "    } else if (e.srcElement) {\n",
       "        targ = e.srcElement;\n",
       "    }\n",
       "    if (targ.nodeType === 3) {\n",
       "        // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "    }\n",
       "\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    var boundingRect = targ.getBoundingClientRect();\n",
       "    var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
       "    var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
       "\n",
       "    return { x: x, y: y };\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * 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",
       "        }\n",
       "        return obj;\n",
       "    }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function (event, name) {\n",
       "    var canvas_pos = mpl.findpos(event);\n",
       "\n",
       "    if (name === 'button_press') {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * this.ratio;\n",
       "    var y = canvas_pos.y * this.ratio;\n",
       "\n",
       "    this.send_message(name, {\n",
       "        x: x,\n",
       "        y: y,\n",
       "        button: event.button,\n",
       "        step: event.step,\n",
       "        guiEvent: simpleKeys(event),\n",
       "    });\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.key_event = function (event, name) {\n",
       "    // Prevent repeat events\n",
       "    if (name === 'key_press') {\n",
       "        if (event.which === this._key) {\n",
       "            return;\n",
       "        } else {\n",
       "            this._key = event.which;\n",
       "        }\n",
       "    }\n",
       "    if (name === 'key_release') {\n",
       "        this._key = null;\n",
       "    }\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which !== 17) {\n",
       "        value += 'ctrl+';\n",
       "    }\n",
       "    if (event.altKey && event.which !== 18) {\n",
       "        value += 'alt+';\n",
       "    }\n",
       "    if (event.shiftKey && event.which !== 16) {\n",
       "        value += 'shift+';\n",
       "    }\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, 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\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";/* global mpl */\n",
       "\n",
       "var comm_websocket_adapter = function (comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.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 = document.getElementById(id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm);\n",
       "\n",
       "    function ondownload(figure, _format) {\n",
       "        window.open(figure.canvas.toDataURL());\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element;\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error('Failed to find cell for figure', id, fig);\n",
       "        return;\n",
       "    }\n",
       "    fig.cell_info[0].output_area.element.one(\n",
       "        'cleared',\n",
       "        { fig: fig },\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
       "    var width = fig.canvas.width / fig.ratio;\n",
       "    fig.cell_info[0].output_area.element.off(\n",
       "        'cleared',\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable();\n",
       "    fig.parent_element.innerHTML =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "    fig.close_ws(fig, msg);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width / this.ratio;\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message('ack', {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () {\n",
       "        fig.push_to_output();\n",
       "    }, 1000);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'btn-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'btn-group';\n",
       "    var button;\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'btn-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        button = fig.buttons[name] = document.createElement('button');\n",
       "        button.classList = 'btn btn-default';\n",
       "        button.href = '#';\n",
       "        button.title = name;\n",
       "        button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message pull-right';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = document.createElement('div');\n",
       "    buttongrp.classList = 'btn-group inline pull-right';\n",
       "    button = document.createElement('button');\n",
       "    button.classList = 'btn btn-mini btn-primary';\n",
       "    button.href = '#';\n",
       "    button.title = 'Stop Interaction';\n",
       "    button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
       "    button.addEventListener('click', function (_evt) {\n",
       "        fig.handle_close(fig, {});\n",
       "    });\n",
       "    button.addEventListener(\n",
       "        'mouseover',\n",
       "        on_mouseover_closure('Stop Interaction')\n",
       "    );\n",
       "    buttongrp.appendChild(button);\n",
       "    var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
       "    titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
       "    var fig = event.data.fig;\n",
       "    fig.close_ws(fig, {});\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (el) {\n",
       "    el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
       "    // this is important to make the div 'focusable\n",
       "    el.setAttribute('tabindex', 0);\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    } else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager) {\n",
       "        manager = IPython.keyboard_manager;\n",
       "    }\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which === 13) {\n",
       "        this.canvas_div.blur();\n",
       "        // select the cell after this one\n",
       "        var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
       "        IPython.notebook.select(index + 1);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "};\n",
       "\n",
       "mpl.find_output_cell = function (html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i = 0; i < ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code') {\n",
       "            for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] === html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel !== null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target(\n",
       "        'matplotlib',\n",
       "        mpl.mpl_figure_comm\n",
       "    );\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"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",
       "/* global mpl */\n",
       "window.mpl = {};\n",
       "\n",
       "mpl.get_websocket_type = function () {\n",
       "    if (typeof WebSocket !== 'undefined') {\n",
       "        return WebSocket;\n",
       "    } else if (typeof MozWebSocket !== 'undefined') {\n",
       "        return MozWebSocket;\n",
       "    } else {\n",
       "        alert(\n",
       "            'Your browser does not have WebSocket support. ' +\n",
       "                'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
       "                'Firefox 4 and 5 are also supported but you ' +\n",
       "                'have to enable WebSockets in about:config.'\n",
       "        );\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
       "    this.id = figure_id;\n",
       "\n",
       "    this.ws = websocket;\n",
       "\n",
       "    this.supports_binary = this.ws.binaryType !== undefined;\n",
       "\n",
       "    if (!this.supports_binary) {\n",
       "        var warnings = document.getElementById('mpl-warnings');\n",
       "        if (warnings) {\n",
       "            warnings.style.display = 'block';\n",
       "            warnings.textContent =\n",
       "                'This browser does not support binary websocket messages. ' +\n",
       "                'Performance may be slow.';\n",
       "        }\n",
       "    }\n",
       "\n",
       "    this.imageObj = new Image();\n",
       "\n",
       "    this.context = undefined;\n",
       "    this.message = undefined;\n",
       "    this.canvas = undefined;\n",
       "    this.rubberband_canvas = undefined;\n",
       "    this.rubberband_context = undefined;\n",
       "    this.format_dropdown = undefined;\n",
       "\n",
       "    this.image_mode = 'full';\n",
       "\n",
       "    this.root = document.createElement('div');\n",
       "    this.root.setAttribute('style', 'display: inline-block');\n",
       "    this._root_extra_style(this.root);\n",
       "\n",
       "    parent_element.appendChild(this.root);\n",
       "\n",
       "    this._init_header(this);\n",
       "    this._init_canvas(this);\n",
       "    this._init_toolbar(this);\n",
       "\n",
       "    var fig = this;\n",
       "\n",
       "    this.waiting = false;\n",
       "\n",
       "    this.ws.onopen = function () {\n",
       "        fig.send_message('supports_binary', { value: fig.supports_binary });\n",
       "        fig.send_message('send_image_mode', {});\n",
       "        if (fig.ratio !== 1) {\n",
       "            fig.send_message('set_dpi_ratio', { dpi_ratio: fig.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 = document.createElement('div');\n",
       "    titlebar.classList =\n",
       "        'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
       "    var titletext = document.createElement('div');\n",
       "    titletext.classList = 'ui-dialog-title';\n",
       "    titletext.setAttribute(\n",
       "        'style',\n",
       "        'width: 100%; text-align: center; padding: 3px;'\n",
       "    );\n",
       "    titlebar.appendChild(titletext);\n",
       "    this.root.appendChild(titlebar);\n",
       "    this.header = titletext;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
       "\n",
       "mpl.figure.prototype._init_canvas = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var canvas_div = (this.canvas_div = document.createElement('div'));\n",
       "    canvas_div.setAttribute(\n",
       "        'style',\n",
       "        'border: 1px solid #ddd;' +\n",
       "            'box-sizing: content-box;' +\n",
       "            'clear: both;' +\n",
       "            'min-height: 1px;' +\n",
       "            'min-width: 1px;' +\n",
       "            'outline: 0;' +\n",
       "            'overflow: hidden;' +\n",
       "            'position: relative;' +\n",
       "            'resize: both;'\n",
       "    );\n",
       "\n",
       "    function on_keyboard_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.key_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    canvas_div.addEventListener(\n",
       "        'keydown',\n",
       "        on_keyboard_event_closure('key_press')\n",
       "    );\n",
       "    canvas_div.addEventListener(\n",
       "        'keyup',\n",
       "        on_keyboard_event_closure('key_release')\n",
       "    );\n",
       "\n",
       "    this._canvas_extra_style(canvas_div);\n",
       "    this.root.appendChild(canvas_div);\n",
       "\n",
       "    var canvas = (this.canvas = document.createElement('canvas'));\n",
       "    canvas.classList.add('mpl-canvas');\n",
       "    canvas.setAttribute('style', 'box-sizing: content-box;');\n",
       "\n",
       "    this.context = canvas.getContext('2d');\n",
       "\n",
       "    var backingStore =\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        this.context.webkitBackingStorePixelRatio ||\n",
       "        this.context.mozBackingStorePixelRatio ||\n",
       "        this.context.msBackingStorePixelRatio ||\n",
       "        this.context.oBackingStorePixelRatio ||\n",
       "        this.context.backingStorePixelRatio ||\n",
       "        1;\n",
       "\n",
       "    this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
       "    if (this.ratio !== 1) {\n",
       "        fig.send_message('set_dpi_ratio', { dpi_ratio: this.ratio });\n",
       "    }\n",
       "\n",
       "    var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
       "        'canvas'\n",
       "    ));\n",
       "    rubberband_canvas.setAttribute(\n",
       "        'style',\n",
       "        'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
       "    );\n",
       "\n",
       "    var resizeObserver = new ResizeObserver(function (entries) {\n",
       "        var nentries = entries.length;\n",
       "        for (var i = 0; i < nentries; i++) {\n",
       "            var entry = entries[i];\n",
       "            var width, height;\n",
       "            if (entry.contentBoxSize) {\n",
       "                if (entry.contentBoxSize instanceof Array) {\n",
       "                    // Chrome 84 implements new version of spec.\n",
       "                    width = entry.contentBoxSize[0].inlineSize;\n",
       "                    height = entry.contentBoxSize[0].blockSize;\n",
       "                } else {\n",
       "                    // Firefox implements old version of spec.\n",
       "                    width = entry.contentBoxSize.inlineSize;\n",
       "                    height = entry.contentBoxSize.blockSize;\n",
       "                }\n",
       "            } else {\n",
       "                // Chrome <84 implements even older version of spec.\n",
       "                width = entry.contentRect.width;\n",
       "                height = entry.contentRect.height;\n",
       "            }\n",
       "\n",
       "            // Keep the size of the canvas and rubber band canvas in sync with\n",
       "            // the canvas container.\n",
       "            if (entry.devicePixelContentBoxSize) {\n",
       "                // Chrome 84 implements new version of spec.\n",
       "                canvas.setAttribute(\n",
       "                    'width',\n",
       "                    entry.devicePixelContentBoxSize[0].inlineSize\n",
       "                );\n",
       "                canvas.setAttribute(\n",
       "                    'height',\n",
       "                    entry.devicePixelContentBoxSize[0].blockSize\n",
       "                );\n",
       "            } else {\n",
       "                canvas.setAttribute('width', width * fig.ratio);\n",
       "                canvas.setAttribute('height', height * fig.ratio);\n",
       "            }\n",
       "            canvas.setAttribute(\n",
       "                'style',\n",
       "                'width: ' + width + 'px; height: ' + height + 'px;'\n",
       "            );\n",
       "\n",
       "            rubberband_canvas.setAttribute('width', width);\n",
       "            rubberband_canvas.setAttribute('height', height);\n",
       "\n",
       "            // And update the size in Python. We ignore the initial 0/0 size\n",
       "            // that occurs as the element is placed into the DOM, which should\n",
       "            // otherwise not happen due to the minimum size styling.\n",
       "            if (width != 0 && height != 0) {\n",
       "                fig.request_resize(width, height);\n",
       "            }\n",
       "        }\n",
       "    });\n",
       "    resizeObserver.observe(canvas_div);\n",
       "\n",
       "    function on_mouse_event_closure(name) {\n",
       "        return function (event) {\n",
       "            return fig.mouse_event(event, name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousedown',\n",
       "        on_mouse_event_closure('button_press')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseup',\n",
       "        on_mouse_event_closure('button_release')\n",
       "    );\n",
       "    // Throttle sequential mouse events to 1 every 20ms.\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mousemove',\n",
       "        on_mouse_event_closure('motion_notify')\n",
       "    );\n",
       "\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseenter',\n",
       "        on_mouse_event_closure('figure_enter')\n",
       "    );\n",
       "    rubberband_canvas.addEventListener(\n",
       "        'mouseleave',\n",
       "        on_mouse_event_closure('figure_leave')\n",
       "    );\n",
       "\n",
       "    canvas_div.addEventListener('wheel', function (event) {\n",
       "        if (event.deltaY < 0) {\n",
       "            event.step = 1;\n",
       "        } else {\n",
       "            event.step = -1;\n",
       "        }\n",
       "        on_mouse_event_closure('scroll')(event);\n",
       "    });\n",
       "\n",
       "    canvas_div.appendChild(canvas);\n",
       "    canvas_div.appendChild(rubberband_canvas);\n",
       "\n",
       "    this.rubberband_context = rubberband_canvas.getContext('2d');\n",
       "    this.rubberband_context.strokeStyle = '#000000';\n",
       "\n",
       "    this._resize_canvas = function (width, height, forward) {\n",
       "        if (forward) {\n",
       "            canvas_div.style.width = width + 'px';\n",
       "            canvas_div.style.height = height + 'px';\n",
       "        }\n",
       "    };\n",
       "\n",
       "    // Disable right mouse context menu.\n",
       "    this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
       "        event.preventDefault();\n",
       "        return false;\n",
       "    });\n",
       "\n",
       "    function set_focus() {\n",
       "        canvas.focus();\n",
       "        canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    window.setTimeout(set_focus, 100);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'mpl-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'mpl-button-group';\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'mpl-button-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        var button = (fig.buttons[name] = document.createElement('button'));\n",
       "        button.classList = 'mpl-widget';\n",
       "        button.setAttribute('role', 'button');\n",
       "        button.setAttribute('aria-disabled', 'false');\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "\n",
       "        var icon_img = document.createElement('img');\n",
       "        icon_img.src = '_images/' + image + '.png';\n",
       "        icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
       "        icon_img.alt = tooltip;\n",
       "        button.appendChild(icon_img);\n",
       "\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    var fmt_picker = document.createElement('select');\n",
       "    fmt_picker.classList = 'mpl-widget';\n",
       "    toolbar.appendChild(fmt_picker);\n",
       "    this.format_dropdown = fmt_picker;\n",
       "\n",
       "    for (var ind in mpl.extensions) {\n",
       "        var fmt = mpl.extensions[ind];\n",
       "        var option = document.createElement('option');\n",
       "        option.selected = fmt === mpl.default_extension;\n",
       "        option.innerHTML = fmt;\n",
       "        fmt_picker.appendChild(option);\n",
       "    }\n",
       "\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
       "    // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
       "    // which will in turn request a refresh of the image.\n",
       "    this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_message = function (type, properties) {\n",
       "    properties['type'] = type;\n",
       "    properties['figure_id'] = this.id;\n",
       "    this.ws.send(JSON.stringify(properties));\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.send_draw_message = function () {\n",
       "    if (!this.waiting) {\n",
       "        this.waiting = true;\n",
       "        this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    var format_dropdown = fig.format_dropdown;\n",
       "    var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
       "    fig.ondownload(fig, format);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
       "    var size = msg['size'];\n",
       "    if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
       "        fig._resize_canvas(size[0], size[1], msg['forward']);\n",
       "        fig.send_message('refresh', {});\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
       "    var x0 = msg['x0'] / fig.ratio;\n",
       "    var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
       "    var x1 = msg['x1'] / fig.ratio;\n",
       "    var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
       "    x0 = Math.floor(x0) + 0.5;\n",
       "    y0 = Math.floor(y0) + 0.5;\n",
       "    x1 = Math.floor(x1) + 0.5;\n",
       "    y1 = Math.floor(y1) + 0.5;\n",
       "    var min_x = Math.min(x0, x1);\n",
       "    var min_y = Math.min(y0, y1);\n",
       "    var width = Math.abs(x1 - x0);\n",
       "    var height = Math.abs(y1 - y0);\n",
       "\n",
       "    fig.rubberband_context.clearRect(\n",
       "        0,\n",
       "        0,\n",
       "        fig.canvas.width / fig.ratio,\n",
       "        fig.canvas.height / fig.ratio\n",
       "    );\n",
       "\n",
       "    fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
       "    // Updates the figure title.\n",
       "    fig.header.textContent = msg['label'];\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
       "    var cursor = msg['cursor'];\n",
       "    switch (cursor) {\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.handle_history_buttons = function (fig, msg) {\n",
       "    for (var key in msg) {\n",
       "        if (!(key in fig.buttons)) {\n",
       "            continue;\n",
       "        }\n",
       "        fig.buttons[key].disabled = !msg[key];\n",
       "        fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
       "    if (msg['mode'] === 'PAN') {\n",
       "        fig.buttons['Pan'].classList.add('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    } else if (msg['mode'] === 'ZOOM') {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.add('active');\n",
       "    } else {\n",
       "        fig.buttons['Pan'].classList.remove('active');\n",
       "        fig.buttons['Zoom'].classList.remove('active');\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Called whenever the canvas gets updated.\n",
       "    this.send_message('ack', {});\n",
       "};\n",
       "\n",
       "// A function to construct a web socket function for onmessage handling.\n",
       "// Called in the figure constructor.\n",
       "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
       "    return function socket_on_message(evt) {\n",
       "        if (evt.data instanceof Blob) {\n",
       "            /* 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",
       "\n",
       "            fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
       "                evt.data\n",
       "            );\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        } else if (\n",
       "            typeof evt.data === 'string' &&\n",
       "            evt.data.slice(0, 21) === 'data:image/png;base64'\n",
       "        ) {\n",
       "            fig.imageObj.src = evt.data;\n",
       "            fig.updated_canvas_event();\n",
       "            fig.waiting = false;\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        var msg = JSON.parse(evt.data);\n",
       "        var msg_type = msg['type'];\n",
       "\n",
       "        // Call the  \"handle_{type}\" callback, which takes\n",
       "        // the figure and JSON message as its only arguments.\n",
       "        try {\n",
       "            var callback = fig['handle_' + msg_type];\n",
       "        } catch (e) {\n",
       "            console.log(\n",
       "                \"No handler for the '\" + msg_type + \"' message type: \",\n",
       "                msg\n",
       "            );\n",
       "            return;\n",
       "        }\n",
       "\n",
       "        if (callback) {\n",
       "            try {\n",
       "                // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
       "                callback(fig, msg);\n",
       "            } catch (e) {\n",
       "                console.log(\n",
       "                    \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
       "                    e,\n",
       "                    e.stack,\n",
       "                    msg\n",
       "                );\n",
       "            }\n",
       "        }\n",
       "    };\n",
       "};\n",
       "\n",
       "// from 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",
       "    }\n",
       "    if (e.target) {\n",
       "        targ = e.target;\n",
       "    } else if (e.srcElement) {\n",
       "        targ = e.srcElement;\n",
       "    }\n",
       "    if (targ.nodeType === 3) {\n",
       "        // defeat Safari bug\n",
       "        targ = targ.parentNode;\n",
       "    }\n",
       "\n",
       "    // pageX,Y are the mouse positions relative to the document\n",
       "    var boundingRect = targ.getBoundingClientRect();\n",
       "    var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
       "    var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
       "\n",
       "    return { x: x, y: y };\n",
       "};\n",
       "\n",
       "/*\n",
       " * return a copy of an object with only non-object keys\n",
       " * we need this to avoid circular references\n",
       " * 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",
       "        }\n",
       "        return obj;\n",
       "    }, {});\n",
       "}\n",
       "\n",
       "mpl.figure.prototype.mouse_event = function (event, name) {\n",
       "    var canvas_pos = mpl.findpos(event);\n",
       "\n",
       "    if (name === 'button_press') {\n",
       "        this.canvas.focus();\n",
       "        this.canvas_div.focus();\n",
       "    }\n",
       "\n",
       "    var x = canvas_pos.x * this.ratio;\n",
       "    var y = canvas_pos.y * this.ratio;\n",
       "\n",
       "    this.send_message(name, {\n",
       "        x: x,\n",
       "        y: y,\n",
       "        button: event.button,\n",
       "        step: event.step,\n",
       "        guiEvent: simpleKeys(event),\n",
       "    });\n",
       "\n",
       "    /* This prevents the web browser from automatically changing to\n",
       "     * the text insertion cursor when the button is pressed.  We want\n",
       "     * to control all of the cursor setting manually through the\n",
       "     * 'cursor' event from matplotlib */\n",
       "    event.preventDefault();\n",
       "    return false;\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
       "    // Handle any extra behaviour associated with a key event\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.key_event = function (event, name) {\n",
       "    // Prevent repeat events\n",
       "    if (name === 'key_press') {\n",
       "        if (event.which === this._key) {\n",
       "            return;\n",
       "        } else {\n",
       "            this._key = event.which;\n",
       "        }\n",
       "    }\n",
       "    if (name === 'key_release') {\n",
       "        this._key = null;\n",
       "    }\n",
       "\n",
       "    var value = '';\n",
       "    if (event.ctrlKey && event.which !== 17) {\n",
       "        value += 'ctrl+';\n",
       "    }\n",
       "    if (event.altKey && event.which !== 18) {\n",
       "        value += 'alt+';\n",
       "    }\n",
       "    if (event.shiftKey && event.which !== 16) {\n",
       "        value += 'shift+';\n",
       "    }\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, 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\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
       "\n",
       "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
       "\n",
       "mpl.default_extension = \"png\";/* global mpl */\n",
       "\n",
       "var comm_websocket_adapter = function (comm) {\n",
       "    // Create a \"websocket\"-like object which calls the given IPython comm\n",
       "    // object with the appropriate methods. Currently this is a non binary\n",
       "    // socket, so there is still some room for performance tuning.\n",
       "    var ws = {};\n",
       "\n",
       "    ws.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 = document.getElementById(id);\n",
       "    var ws_proxy = comm_websocket_adapter(comm);\n",
       "\n",
       "    function ondownload(figure, _format) {\n",
       "        window.open(figure.canvas.toDataURL());\n",
       "    }\n",
       "\n",
       "    var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
       "\n",
       "    // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
       "    // web socket which is closed, not our websocket->open comm proxy.\n",
       "    ws_proxy.onopen();\n",
       "\n",
       "    fig.parent_element = element;\n",
       "    fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
       "    if (!fig.cell_info) {\n",
       "        console.error('Failed to find cell for figure', id, fig);\n",
       "        return;\n",
       "    }\n",
       "    fig.cell_info[0].output_area.element.one(\n",
       "        'cleared',\n",
       "        { fig: fig },\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
       "    var width = fig.canvas.width / fig.ratio;\n",
       "    fig.cell_info[0].output_area.element.off(\n",
       "        'cleared',\n",
       "        fig._remove_fig_handler\n",
       "    );\n",
       "\n",
       "    // Update the output cell to use the data from the current canvas.\n",
       "    fig.push_to_output();\n",
       "    var dataURL = fig.canvas.toDataURL();\n",
       "    // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
       "    // the notebook keyboard shortcuts fail.\n",
       "    IPython.keyboard_manager.enable();\n",
       "    fig.parent_element.innerHTML =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "    fig.close_ws(fig, msg);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
       "    fig.send_message('closing', msg);\n",
       "    // fig.ws.close()\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
       "    // Turn the data on the canvas into data in the output cell.\n",
       "    var width = this.canvas.width / this.ratio;\n",
       "    var dataURL = this.canvas.toDataURL();\n",
       "    this.cell_info[1]['text/html'] =\n",
       "        '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.updated_canvas_event = function () {\n",
       "    // Tell IPython that the notebook contents must change.\n",
       "    IPython.notebook.set_dirty(true);\n",
       "    this.send_message('ack', {});\n",
       "    var fig = this;\n",
       "    // Wait a second, then push the new image to the DOM so\n",
       "    // that it is saved nicely (might be nice to debounce this).\n",
       "    setTimeout(function () {\n",
       "        fig.push_to_output();\n",
       "    }, 1000);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._init_toolbar = function () {\n",
       "    var fig = this;\n",
       "\n",
       "    var toolbar = document.createElement('div');\n",
       "    toolbar.classList = 'btn-toolbar';\n",
       "    this.root.appendChild(toolbar);\n",
       "\n",
       "    function on_click_closure(name) {\n",
       "        return function (_event) {\n",
       "            return fig.toolbar_button_onclick(name);\n",
       "        };\n",
       "    }\n",
       "\n",
       "    function on_mouseover_closure(tooltip) {\n",
       "        return function (event) {\n",
       "            if (!event.currentTarget.disabled) {\n",
       "                return fig.toolbar_button_onmouseover(tooltip);\n",
       "            }\n",
       "        };\n",
       "    }\n",
       "\n",
       "    fig.buttons = {};\n",
       "    var buttonGroup = document.createElement('div');\n",
       "    buttonGroup.classList = 'btn-group';\n",
       "    var button;\n",
       "    for (var toolbar_ind in mpl.toolbar_items) {\n",
       "        var name = mpl.toolbar_items[toolbar_ind][0];\n",
       "        var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
       "        var image = mpl.toolbar_items[toolbar_ind][2];\n",
       "        var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
       "\n",
       "        if (!name) {\n",
       "            /* Instead of a spacer, we start a new button group. */\n",
       "            if (buttonGroup.hasChildNodes()) {\n",
       "                toolbar.appendChild(buttonGroup);\n",
       "            }\n",
       "            buttonGroup = document.createElement('div');\n",
       "            buttonGroup.classList = 'btn-group';\n",
       "            continue;\n",
       "        }\n",
       "\n",
       "        button = fig.buttons[name] = document.createElement('button');\n",
       "        button.classList = 'btn btn-default';\n",
       "        button.href = '#';\n",
       "        button.title = name;\n",
       "        button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
       "        button.addEventListener('click', on_click_closure(method_name));\n",
       "        button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
       "        buttonGroup.appendChild(button);\n",
       "    }\n",
       "\n",
       "    if (buttonGroup.hasChildNodes()) {\n",
       "        toolbar.appendChild(buttonGroup);\n",
       "    }\n",
       "\n",
       "    // Add the status bar.\n",
       "    var status_bar = document.createElement('span');\n",
       "    status_bar.classList = 'mpl-message pull-right';\n",
       "    toolbar.appendChild(status_bar);\n",
       "    this.message = status_bar;\n",
       "\n",
       "    // Add the close button to the window.\n",
       "    var buttongrp = document.createElement('div');\n",
       "    buttongrp.classList = 'btn-group inline pull-right';\n",
       "    button = document.createElement('button');\n",
       "    button.classList = 'btn btn-mini btn-primary';\n",
       "    button.href = '#';\n",
       "    button.title = 'Stop Interaction';\n",
       "    button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
       "    button.addEventListener('click', function (_evt) {\n",
       "        fig.handle_close(fig, {});\n",
       "    });\n",
       "    button.addEventListener(\n",
       "        'mouseover',\n",
       "        on_mouseover_closure('Stop Interaction')\n",
       "    );\n",
       "    buttongrp.appendChild(button);\n",
       "    var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
       "    titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
       "    var fig = event.data.fig;\n",
       "    fig.close_ws(fig, {});\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._root_extra_style = function (el) {\n",
       "    el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
       "    // this is important to make the div 'focusable\n",
       "    el.setAttribute('tabindex', 0);\n",
       "    // reach out to IPython and tell the keyboard manager to turn it's self\n",
       "    // off when our div gets focus\n",
       "\n",
       "    // location in version 3\n",
       "    if (IPython.notebook.keyboard_manager) {\n",
       "        IPython.notebook.keyboard_manager.register_events(el);\n",
       "    } else {\n",
       "        // location in version 2\n",
       "        IPython.keyboard_manager.register_events(el);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
       "    var manager = IPython.notebook.keyboard_manager;\n",
       "    if (!manager) {\n",
       "        manager = IPython.keyboard_manager;\n",
       "    }\n",
       "\n",
       "    // Check for shift+enter\n",
       "    if (event.shiftKey && event.which === 13) {\n",
       "        this.canvas_div.blur();\n",
       "        // select the cell after this one\n",
       "        var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
       "        IPython.notebook.select(index + 1);\n",
       "    }\n",
       "};\n",
       "\n",
       "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
       "    fig.ondownload(fig, null);\n",
       "};\n",
       "\n",
       "mpl.find_output_cell = function (html_output) {\n",
       "    // Return the cell and output element which can be found *uniquely* in the notebook.\n",
       "    // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
       "    // IPython event is triggered only after the cells have been serialised, which for\n",
       "    // our purposes (turning an active figure into a static one), is too late.\n",
       "    var cells = IPython.notebook.get_cells();\n",
       "    var ncells = cells.length;\n",
       "    for (var i = 0; i < ncells; i++) {\n",
       "        var cell = cells[i];\n",
       "        if (cell.cell_type === 'code') {\n",
       "            for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
       "                var data = cell.output_area.outputs[j];\n",
       "                if (data.data) {\n",
       "                    // IPython >= 3 moved mimebundle to data attribute of output\n",
       "                    data = data.data;\n",
       "                }\n",
       "                if (data['text/html'] === html_output) {\n",
       "                    return [cell, data, j];\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "\n",
       "// Register the function which deals with the matplotlib target/channel.\n",
       "// The kernel may be null if the page has been refreshed.\n",
       "if (IPython.notebook.kernel !== null) {\n",
       "    IPython.notebook.kernel.comm_manager.register_target(\n",
       "        'matplotlib',\n",
       "        mpl.mpl_figure_comm\n",
       "    );\n",
       "}\n"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<img src=\"data:image/png;base64,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\" width=\"1000\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "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",
    "pass"
   ]
  },
  {
   "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:  6.286\n"
     ]
    }
   ],
   "source": [
    "print(f\"Total execution time: {time.perf_counter()-start_time:6.3f}\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
