VoronoiVisualize.ipynb

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   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "import networkx as nx\n",
    "import numpy as np\n",
    "import os\n",
    "\n",
    "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n",
    "init_notebook_mode(connected=True)\n",
    "\n",
    "import plotly.graph_objs as go\n",
    "from visiprog.data import *\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "from scipy.spatial import Voronoi, SphericalVoronoi"
   ]
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      ]
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     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "traces = []\n",
    "\n",
    "df_viewing = read_viewing_conditions()\n",
    "G_illum = illum_spatial_adjacent_graph()\n",
    "\n",
    "print(df_viewing.shape)\n",
    "\n",
    "for edge in G_illum.edges():\n",
    "    \n",
    "    i1 = edge[0]\n",
    "    i2 = edge[1]\n",
    "        \n",
    "    illum_x_1, illum_y_1, illum_z_1 = polar_to_euclidean(df_viewing['illum_theta'][i1],df_viewing['illum_phi'][i1])\n",
    "    illum_x_2, illum_y_2, illum_z_2 = polar_to_euclidean(df_viewing['illum_theta'][i2],df_viewing['illum_phi'][i2])\n",
    "    \n",
    "    line_x = [illum_x_1, illum_x_2]\n",
    "    line_y = [illum_y_1, illum_y_2]\n",
    "    line_z = [illum_z_1, illum_z_2]\n",
    "    \n",
    "    line_spatial_adjacent = go.Scatter3d(\n",
    "        x=line_x,\n",
    "        y=line_y,\n",
    "        z=line_z,\n",
    "        name = str(i1) + '_' + str(i2)\n",
    "    )\n",
    "    \n",
    "    traces.append(line_spatial_adjacent)\n",
    "    \n",
    "layout = go.Layout(\n",
    "    title='Voronoi diagram for illumination angles',\n",
    "    autosize=True,\n",
    "    width=900,\n",
    "    height=800,\n",
    "    margin=dict(\n",
    "        l=65,\n",
    "        r=50,\n",
    "        b=65,\n",
    "        t=90\n",
    "    )\n",
    ")\n",
    "\n",
    "\n",
    "fig = go.Figure(data=traces, layout=layout)\n",
    "iplot(fig, filename='spatial')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "test = df_viewing[['illum_x','iullum']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "# for e in illum_edges:\n",
    "#     print(e[0], e[1], df_viewing['illum_x'].iloc[e[0]],df_viewing['illum_y'].iloc[e[0]],df_viewing['illum_z'].iloc[e[0]],\\\n",
    "#           df_viewing['illum_x'].iloc[e[1]],df_viewing['illum_y'].iloc[e[1]],df_viewing['illum_z'].iloc[e[1]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "traces = []\n",
    "\n",
    "df_viewing = read_viewing_conditions()\n",
    "G_view = viewing_spatial_adjacent_graph()\n",
    "\n",
    "for edge in G_view.edges():\n",
    "    \n",
    "    i1 = edge[0]\n",
    "    i2 = edge[1]\n",
    "        \n",
    "    x_1, y_1, z_1 = polar_to_euclidean(df_viewing['view_theta'][i1],df_viewing['view_phi'][i1])\n",
    "    x_2, y_2, z_2 = polar_to_euclidean(df_viewing['view_theta'][i2],df_viewing['view_phi'][i2])\n",
    "    \n",
    "    line_x = [x_1, x_2]\n",
    "    line_y = [y_1, y_2]\n",
    "    line_z = [z_1, z_2]\n",
    "    \n",
    "    line_spatial_adjacent = go.Scatter3d(\n",
    "        x=line_x,\n",
    "        y=line_y,\n",
    "        z=line_z,\n",
    "        name = str(i1) + '_' + str(i2)\n",
    "    )\n",
    "    \n",
    "    traces.append(line_spatial_adjacent)\n",
    "    \n",
    "layout = go.Layout(\n",
    "    title='Ajacent graph',\n",
    "    autosize=True,\n",
    "    width=900,\n",
    "    height=800,\n",
    "    margin=dict(\n",
    "        l=65,\n",
    "        r=50,\n",
    "        b=65,\n",
    "        t=90\n",
    "    )\n",
    ")\n",
    "\n",
    "\n",
    "fig = go.Figure(data=traces, layout=layout)\n",
    "iplot(fig, filename='spatial')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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