{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "# Spatially varying parameters 2\n",
    "\n",
    "In this notebook, one data point from Figure 2 in [Beg *et al.* Stable and manipulable Bloch point. *Scientific Reports*, **9**, 7959 (2019)](https://doi.org/10.1038/s41598-019-44462-2) is simulated.\n",
    "\n",
    "We need to relax a $150 \\,\\text{nm}$ disk, which consists of two layers with different sign of Dzyaloshinskii-Moriya constant $D$. The bottom layer with $D<0$ has $20 \\,\\text{nm}$ thickness, whereas the top layer with $D>0$ has $10 \\,\\text{nm}$ thickness. We start by importing the necessary modules and creating the mesh with two regions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import oommfc as mc\n",
    "import discretisedfield as df\n",
    "import micromagneticmodel as mm\n",
    "\n",
    "d = 150e-9\n",
    "hb = 20e-9\n",
    "ht = 10e-9\n",
    "cell = (5e-9, 5e-9, 2.5e-9)\n",
    "subregions = {'r1': df.Region(p1=(-d/2, -d/2, -hb), p2=(d/2, d/2, 0)),\n",
    "              'r2': df.Region(p1=(-d/2, -d/2, 0), p2=(d/2, d/2, ht))}\n",
    "p1 = (-d/2, -d/2, -hb)\n",
    "p2 = (d/2, d/2, ht)\n",
    "mesh = df.Mesh(p1=p1, p2=p2, cell=cell, subregions=subregions)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The mesh domain and the discretisation cells are:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": [
     "nbval-ignore-output"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mesh.mpl(figsize=(10, 10))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "and the two regions we defined are:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": [
     "nbval-ignore-output"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mesh.mpl.subregions(figsize=(10, 10))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we need to define the system object, and by setting magnetisation saturation, set the geometry to be a disk."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "system = mm.System(name='bloch_point')\n",
    "\n",
    "D = {'r1': 1.58e-3, 'r2': -1.58e-3, 'r1:r2': 1.58e-9}\n",
    "Ms = 3.84e5\n",
    "A = 8.78e-12\n",
    "\n",
    "def Ms_fun(point):\n",
    "    x, y, z = point\n",
    "    if x**2 + y**2 <= (d/2)**2:\n",
    "        return Ms\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "system.energy = mm.Exchange(A=A) + mm.DMI(D=D, crystalclass='T') + mm.Demag()\n",
    "system.m = df.Field(mesh, nvdim=3, value=(0, 0, 1), norm=Ms_fun, valid=\"norm\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Our sample is now:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": [
     "nbval-ignore-output"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "system.m.norm.sel(\"z\").mpl()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we can minimise the system's energy by using `MinDriver`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running OOMMF (ExeOOMMFRunner)[2023/10/23 16:07]... (0.8 s)\n"
     ]
    }
   ],
   "source": [
    "md = mc.MinDriver()\n",
    "md.drive(system)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The out-of-plane magnetisation component ($m_{z}$) is now:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": [
     "nbval-ignore-output"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "system.m.z.sel(\"z\").mpl(scalar_kw={\"colorbar_label\": \"$m_z$\"})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can see that two vortices with different orientation emerged. We can inspect this closer by plotting an `hv` plot of the magnetisation as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": [
     "nbval-ignore-output"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "  var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
       "  var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n",
       "  var reloading = false;\n",
       "  var Bokeh = root.Bokeh;\n",
       "  var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
       "\n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
       "        if (callback != null)\n",
       "          callback();\n",
       "      });\n",
       "    } finally {\n",
       "      delete root._bokeh_onload_callbacks;\n",
       "    }\n",
       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n",
       "    if (css_urls == null) css_urls = [];\n",
       "    if (js_urls == null) js_urls = [];\n",
       "    if (js_modules == null) js_modules = [];\n",
       "    if (js_exports == null) js_exports = {};\n",
       "\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    if (!reloading) {\n",
       "      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    }\n",
       "\n",
       "    function on_load() {\n",
       "      root._bokeh_is_loading--;\n",
       "      if (root._bokeh_is_loading === 0) {\n",
       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
       "        run_callbacks()\n",
       "      }\n",
       "    }\n",
       "    window._bokeh_on_load = on_load\n",
       "\n",
       "    function on_error() {\n",
       "      console.error(\"failed to load \" + url);\n",
       "    }\n",
       "\n",
       "    var skip = [];\n",
       "    if (window.requirejs) {\n",
       "      window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n",
       "      require([\"jspanel\"], function(jsPanel) {\n",
       "\twindow.jsPanel = jsPanel\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"jspanel-modal\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"jspanel-tooltip\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"jspanel-hint\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"jspanel-layout\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"jspanel-contextmenu\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"jspanel-dock\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"gridstack\"], function(GridStack) {\n",
       "\twindow.GridStack = GridStack\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"notyf\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      root._bokeh_is_loading = css_urls.length + 9;\n",
       "    } else {\n",
       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
       "    }\n",
       "\n",
       "    var existing_stylesheets = []\n",
       "    var links = document.getElementsByTagName('link')\n",
       "    for (var i = 0; i < links.length; i++) {\n",
       "      var link = links[i]\n",
       "      if (link.href != null) {\n",
       "\texisting_stylesheets.push(link.href)\n",
       "      }\n",
       "    }\n",
       "    for (var i = 0; i < css_urls.length; i++) {\n",
       "      var url = css_urls[i];\n",
       "      if (existing_stylesheets.indexOf(url) !== -1) {\n",
       "\ton_load()\n",
       "\tcontinue;\n",
       "      }\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.rel = \"stylesheet\";\n",
       "      element.type = \"text/css\";\n",
       "      element.href = url;\n",
       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
       "      document.body.appendChild(element);\n",
       "    }    if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n",
       "      var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n",
       "      for (var i = 0; i < urls.length; i++) {\n",
       "        skip.push(urls[i])\n",
       "      }\n",
       "    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n",
       "      var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n",
       "      for (var i = 0; i < urls.length; i++) {\n",
       "        skip.push(urls[i])\n",
       "      }\n",
       "    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n",
       "      var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n",
       "      for (var i = 0; i < urls.length; i++) {\n",
       "        skip.push(urls[i])\n",
       "      }\n",
       "    }    var existing_scripts = []\n",
       "    var scripts = document.getElementsByTagName('script')\n",
       "    for (var i = 0; i < scripts.length; i++) {\n",
       "      var script = scripts[i]\n",
       "      if (script.src != null) {\n",
       "\texisting_scripts.push(script.src)\n",
       "      }\n",
       "    }\n",
       "    for (var i = 0; i < js_urls.length; i++) {\n",
       "      var url = js_urls[i];\n",
       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
       "\tif (!window.requirejs) {\n",
       "\t  on_load();\n",
       "\t}\n",
       "\tcontinue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    for (var i = 0; i < js_modules.length; i++) {\n",
       "      var url = js_modules[i];\n",
       "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
       "\tif (!window.requirejs) {\n",
       "\t  on_load();\n",
       "\t}\n",
       "\tcontinue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      element.type = \"module\";\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    for (const name in js_exports) {\n",
       "      var url = js_exports[name];\n",
       "      if (skip.indexOf(url) >= 0 || root[name] != null) {\n",
       "\tif (!window.requirejs) {\n",
       "\t  on_load();\n",
       "\t}\n",
       "\tcontinue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.type = \"module\";\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      element.textContent = `\n",
       "      import ${name} from \"${url}\"\n",
       "      window.${name} = ${name}\n",
       "      window._bokeh_on_load()\n",
       "      `\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    if (!js_urls.length && !js_modules.length) {\n",
       "      on_load()\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n",
       "  var js_modules = [];\n",
       "  var js_exports = {};\n",
       "  var css_urls = [];\n",
       "  var inline_js = [    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "function(Bokeh) {} // ensure no trailing comma for IE\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i].call(root, root.Bokeh);\n",
       "      }\n",
       "      // Cache old bokeh versions\n",
       "      if (Bokeh != undefined && !reloading) {\n",
       "\tvar NewBokeh = root.Bokeh;\n",
       "\tif (Bokeh.versions === undefined) {\n",
       "\t  Bokeh.versions = new Map();\n",
       "\t}\n",
       "\tif (NewBokeh.version !== Bokeh.version) {\n",
       "\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
       "\t}\n",
       "\troot.Bokeh = Bokeh;\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    }\n",
       "    root._bokeh_is_initializing = false\n",
       "  }\n",
       "\n",
       "  function load_or_wait() {\n",
       "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
       "    // versions of Bokeh and its dependencies at the same time.\n",
       "    // In recent versions we use the root._bokeh_is_initializing flag\n",
       "    // to determine whether there is an ongoing attempt to initialize\n",
       "    // bokeh, however for backward compatibility we also try to ensure\n",
       "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
       "    // before older versions are fully initialized.\n",
       "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
       "      root._bokeh_is_initializing = false;\n",
       "      root._bokeh_onload_callbacks = undefined;\n",
       "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
       "      load_or_wait();\n",
       "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
       "      setTimeout(load_or_wait, 100);\n",
       "    } else {\n",
       "      Bokeh = root.Bokeh;\n",
       "      bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
       "      root._bokeh_is_initializing = true\n",
       "      root._bokeh_onload_callbacks = []\n",
       "      if (!reloading && (!bokeh_loaded || is_dev)) {\n",
       "\troot.Bokeh = undefined;\n",
       "      }\n",
       "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
       "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "\trun_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }\n",
       "  // Give older versions of the autoload script a head-start to ensure\n",
       "  // they initialize before we start loading newer version.\n",
       "  setTimeout(load_or_wait, 100)\n",
       "}(window));"
      ],
      "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n  var reloading = false;\n  var Bokeh = root.Bokeh;\n  var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n      require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n      })\n      require([\"jspanel-modal\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-tooltip\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-hint\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-layout\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-dock\"], function() {\n\ton_load()\n      })\n      require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n      })\n      require([\"notyf\"], function() {\n\ton_load()\n      })\n      root._bokeh_is_loading = css_urls.length + 9;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; 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document.createElement(\"div\");\n    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n    var script_attrs = bk_div.children[0].attributes;\n    for (var i = 0; i < script_attrs.length; i++) {\n      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n    }\n    // store reference to server id on output_area\n    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n  }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n  var id = handle.cell.output_area._hv_plot_id;\n  var server_id = handle.cell.output_area._bokeh_server_id;\n  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n  if (server_id !== null) {\n    comm.send({event_type: 'server_delete', 'id': server_id});\n    return;\n  } 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EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<style>*[data-root-id],\n",
       "*[data-root-id] > * {\n",
       "  box-sizing: border-box;\n",
       "  font-family: var(--jp-ui-font-family);\n",
       "  font-size: var(--jp-ui-font-size1);\n",
       "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
       "}\n",
       "\n",
       "/* Override VSCode background color */\n",
       ".cell-output-ipywidget-background:has(\n",
       "    > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
       "  ),\n",
       ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "</style>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
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url(\\\"data:image/svg+xml;base64,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\\\");\\n  background-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p1005\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p1087\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.2.3/dist/css/widgetbox.css\"}},{\"id\":\"p1085\"},{\"id\":\"p1003\"},{\"id\":\"p1004\"}],\"margin\":0,\"align\":[\"end\",\"center\"],\"children\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p1079\",\"attributes\":{\"name\":\"Column00840\",\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n  background-image: 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400px));\\n}\",{\"id\":\"p1005\"},{\"id\":\"p1085\"},{\"id\":\"p1003\"},{\"id\":\"p1004\"}],\"width\":290,\"min_width\":290,\"margin\":0,\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"Div\",\"id\":\"p1081\",\"attributes\":{\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n  background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n  background-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p1005\"},{\"id\":\"p1003\"},{\"id\":\"p1004\"}],\"width\":250,\"min_width\":250,\"margin\":[20,0,0,20],\"align\":\"start\",\"text\":\"z: <b>-1.875e-08</b>\"}},{\"type\":\"object\",\"name\":\"Slider\",\"id\":\"p1083\",\"attributes\":{\"js_property_callbacks\":{\"type\":\"map\",\"entries\":[[\"change:value\",[{\"type\":\"object\",\"name\":\"CustomJS\",\"id\":\"p1091\",\"attributes\":{\"tags\":[[140364803410816,[null,\"value\"],[null,null]]],\"args\":{\"type\":\"map\",\"entries\":[[\"bidirectional\",false],[\"properties\",{\"type\":\"map\"}],[\"source\",{\"id\":\"p1083\"}],[\"target\",{\"id\":\"p1081\"}]]},\"code\":\"try { \\n    var labels = ['z: <b>-1.875e-08</b>', 'z: <b>-1.625e-08</b>', 'z: <b>-1.375e-08</b>', 'z: <b>-1.125e-08</b>', 'z: <b>-8.75e-09</b>', 'z: <b>-6.25e-09</b>', 'z: <b>-3.75e-09</b>', 'z: <b>-1.25e-09</b>', 'z: <b>1.25e-09</b>', 'z: <b>3.75e-09</b>', 'z: <b>6.25e-09</b>', 'z: <b>8.75e-09</b>']\\n    target.text = labels[source.value]\\n     } catch(err) { console.log(err) }\"}}]]]},\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n  background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n  background-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p1005\"},{\"id\":\"p1003\"},{\"id\":\"p1004\"}],\"width\":250,\"min_width\":250,\"margin\":[0,20,20,20],\"align\":\"start\",\"show_value\":false,\"tooltips\":false,\"start\":0,\"end\":11,\"value\":0}}]}}]}}]}},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p1092\",\"attributes\":{\"plot_id\":\"p1002\",\"comm_id\":\"d785f9814dd7418dbd97ae0f3ea73eb0\",\"client_comm_id\":\"cc9add60d6094a9a984a3352ea11b6e5\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]}]}};\n",
       "  var render_items = [{\"docid\":\"01fac78c-29c3-4443-87d1-9ae65c87a452\",\"roots\":{\"p1002\":\"bb87e9a0-2e90-4afb-9a92-829a4c6f4a40\"},\"root_ids\":[\"p1002\"]}];\n",
       "  var docs = Object.values(docs_json)\n",
       "  if (!docs) {\n",
       "    return\n",
       "  }\n",
       "  const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
       "  const is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1\n",
       "  function embed_document(root) {\n",
       "    var Bokeh = get_bokeh(root)\n",
       "    Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "    for (const render_item of render_items) {\n",
       "      for (const root_id of render_item.root_ids) {\n",
       "\tconst id_el = document.getElementById(root_id)\n",
       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
       "\t  const root_el = id_el.children[0]\n",
       "\t  root_el.id = root_el.id + '-rendered'\n",
       "\t}\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "  function get_bokeh(root) {\n",
       "    if (root.Bokeh === undefined) {\n",
       "      return null\n",
       "    } else if (root.Bokeh.version !== py_version && !is_dev) {\n",
       "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
       "\treturn null\n",
       "      }\n",
       "      return root.Bokeh.versions.get(py_version);\n",
       "    } else if (root.Bokeh.version === py_version) {\n",
       "      return root.Bokeh\n",
       "    }\n",
       "    return null\n",
       "  }\n",
       "  function is_loaded(root) {\n",
       "    var Bokeh = get_bokeh(root)\n",
       "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
       "  }\n",
       "  if (is_loaded(root)) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (is_loaded(root)) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "\t  var Bokeh = get_bokeh(root)\n",
       "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
       "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
       "\t  } else {\n",
       "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
       "\t    embed_document(root)\n",
       "\t  }\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       ":DynamicMap   [z]\n",
       "   :Overlay\n",
       "      .Image.I       :Image   [x,y]   (field)\n",
       "      .VectorField.I :VectorField   [x,y]   (angle,mag)"
      ]
     },
     "execution_count": 8,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "p1002"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "system.m.hv(kdims=[\"x\", \"y\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The slider can be utilized to view magnetisation configuration at different `z` values.\n",
    "We can now plot another cross section and see that the Bloch point emerged."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "system.m.sel(\"y\").mpl(scalar_kw={\"colorbar_label\": \"$m_y$\"}, figsize=(15, 10))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.12"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "055c673b778a4b38bcbc21ef06d43605": {
      "buffers": [
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        "path": [
         "color_map",
         "data"
        ]
       },
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       },
       {
        "data": "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         3
        ]
       },
       "shader": "3dSpecular",
       "type": "Points",
       "visible": true
      }
     },
     "230cc934a4cd42cf86dc78c45d121189": {
      "buffers": [
       {
        "data": "sHJMAA==",
        "encoding": "base64",
        "path": [
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       },
       {
        "data": "AAAWQwAAAAAAAAAAAAAAAAAAAAAAABZDAAAAAAAAAAAAAAAAAAAAAAAA8EEAAKDAAAAAAAAAAAAAAAAAAACAPw==",
        "encoding": "base64",
        "path": [
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       {
        "data": "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ",
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        "encoding": "base64",
        "path": [
         "voxels",
         "data"
        ]
       }
      ],
      "model_module": "k3d",
      "model_module_version": "2.11.0",
      "model_name": "ObjectModel",
      "state": {
       "_view_count": null,
       "_view_module": null,
       "_view_module_version": "",
       "_view_name": null,
       "colorLegend": false,
       "color_map": {
        "data": {},
        "dtype": "uint32",
        "shape": [
         256
        ]
       },
       "compression_level": 0,
       "id": 139758303285744,
       "model_matrix": {
        "data": {},
        "dtype": "float32",
        "shape": [
         4,
         4
        ]
       },
       "name": "Voxels #1",
       "opacity": 1,
       "outlines": false,
       "outlines_color": 0,
       "type": "Voxels",
       "visible": true,
       "voxels": {
        "data": {},
        "dtype": "uint8",
        "shape": [
         12,
         30,
         30
        ]
       },
       "wireframe": false
      }
     },
     "2f8fc7c861744e40ae0567b9cbc8880e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_595b23af6dd4463c85c6213d389e2920",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "cb1f556cdb624f5a9fb7155f4653dace",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Plot(antialias=3, axes=['x\\\\,\\\\text{ (nm)}', 'y\\\\,\\\\text{ (nm)}', 'z\\\\,\\\\text{ (nm)}'], axes_helper=1.0, backg…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "3628903086094d7ab759fb5cb8473062": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "layout": "IPY_MODEL_9549fce6282a46a3856172570df4c932",
       "outputs": [
        {
         "data": {
          "application/vnd.jupyter.widget-view+json": {
           "model_id": "4b371e59286a4e22b53306adf317b3df",
           "version_major": 2,
           "version_minor": 0
          },
          "text/plain": "Plot(antialias=3, axes=['x', 'y', 'z'], axes_helper=1.0, background_color=16777215, camera_animation=[], camer…"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "3b544785332b40fb8da2c65f1bbd2820": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "description_width": ""
      }
     },
     "47e52d6975b440e9880ea6c0c1b1b826": {
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        "path": [
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        "path": [
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       "outputs": [
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       {
        "data": "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