Samples/jupyter/OpenVisus-Blank.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## OpenVisus Enabled Jupyter Notebook"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### OpenViSUS: imports and utilities"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting OpenVisus c:\\python38\\lib\\site-packages\\OpenVisus\\__init__.py 3.8.6 (tags/v3.8.6:db45529, Sep 23 2020, 15:52:53) [MSC v.1927 64 bit (AMD64)] sys.version_info(major=3, minor=8, micro=6, releaselevel='final', serial=0) ...\n"
     ]
    }
   ],
   "source": [
    "%matplotlib notebook\n",
    "\n",
    "import os,sys\n",
    "\n",
    "# Here are commands to install a package (OpenVisus) directly from a jupyter notebook\n",
    "# after you install those once you can comment those comment\n",
    "# !{sys.executable} -m pip install OpenVisus\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from ipywidgets import *\n",
    "\n",
    "import OpenVisus as ov\n",
    "\n",
    "# Enable I/O component of OpenVisus\n",
    "ov.DbModule.attach()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# function to plot the image data with matplotlib\n",
    "# optional parameters: colormap, existing plot to reuse (for more interactivity)\n",
    "def ShowData(data, cmap=None, plot=None):\n",
    "    if(plot==None or cmap!=None):\n",
    "        fig=plt.figure(figsize = (7,5))\n",
    "        plot = plt.imshow(data, origin='lower', cmap=cmap)\n",
    "        plt.show()\n",
    "        return plot\n",
    "    else:\n",
    "        plot.set_data(data)\n",
    "        plt.show()\n",
    "        return plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "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": {
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       "<img 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\" width=\"699.9999895691873\">"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1b599636f40>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# to test it\n",
    "#db=ov.LoadDataset(\"http://atlantis.sci.utah.edu/mod_visus?dataset=BlueMarble\")\n",
    "#ShowData(db.read(time=0,max_resolution=21))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}