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    "Basic Interactor Demo\n",
    "---------------------\n",
    "\n",
    "This demo shows off an interactive visualization using [Bokeh](https://bokeh.pydata.org) for plotting, and Ipython interactors for widgets. The demo runs entirely inside the Ipython notebook, with no Bokeh server required.\n",
    "\n",
    "The dropdown offers a choice of trig functions to plot, and the sliders control the frequency, amplitude, and phase. \n",
    "\n",
    "To run, click on, `Cell->Run All` in the top menu, then scroll to the bottom and move the sliders. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from ipywidgets import interact\n",
    "import numpy as np\n",
    "\n",
    "from bokeh.io import push_notebook, show, output_notebook\n",
    "from bokeh.plotting import figure\n",
    "output_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "x = np.linspace(0, 2*np.pi, 2000)\n",
    "y = np.sin(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "p = figure(title=\"simple line example\", plot_height=300, plot_width=600, y_range=(-5,5))\n",
    "r = p.line(x, y, color=\"#2222aa\", line_width=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def update(f, w=1, A=1, phi=0):\n",
    "    if   f == \"sin\": func = np.sin\n",
    "    elif f == \"cos\": func = np.cos\n",
    "    elif f == \"tan\": func = np.tan\n",
    "    r.data_source.data['y'] = A * func(w * x + phi)\n",
    "    push_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "show(p, notebook_handle=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "interact(update, f=[\"sin\", \"cos\", \"tan\"], w=(0,100), A=(1,5), phi=(0, 20, 0.1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
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   "outputs": [],
   "source": []
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
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   "outputs": [],
   "source": []
  }
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