{
 "metadata": {
  "name": "",
  "signature": "sha256:c22bc86271d6bf8d862fde2cb984b51a4114030886bee00e3b87e2751f72d3db"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from droplet_planning import svg_polygons_to_df\n",
      "from path_helpers import path\n",
      "from dmf_device_ui.tesselate import tesselate_shapes_frame\n",
      "from dmf_device_ui.plot import plot_shapes\n",
      "from dmf_device_ui.point_query import get_shapes_pymunk_space\n",
      "\n",
      "%matplotlib inline"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Loading chipmunk for Windows (32bit) [C:\\Users\\Christian\\Documents\\microdrop-1.0\\python-2.7.9\\lib\\site-packages\\pymunk\\chipmunk.dll]\n"
       ]
      }
     ],
     "prompt_number": 1
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "device_svg = 'static/device.svg'\n",
      "\n",
      "# Read SVG polygons into dataframe, one row per polygon vertex.\n",
      "df_electrodes = svg_polygons_to_df(device_svg)\n",
      "\n",
      "# Tesselate electrode polygons into convex shapes (triangles), for\n",
      "# compatability with `pymunk`.\n",
      "df_electrode_tesselations = tesselate_shapes_frame(df_electrodes, ['path_id'])\n",
      "\n",
      "# Create `pymunk` space and add a body for each convex shape.  Each\n",
      "# body is mapped to the original `path_id` through `electrode_bodies`.\n",
      "electrodes_space, electrode_bodies = \\\n",
      "    get_shapes_pymunk_space(df_electrode_tesselations,\n",
      "                            ['path_id', 'triangle_i'])"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": true,
     "input": [
      "axis = plot_shapes(df_electrode_tesselations, ['path_id', 'triangle_i'],\n",
      "                   fc='none')\n",
      "plot_shapes(df_electrodes, ['path_id'], alpha=.3, axis=axis)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 3,
       "text": [
        "<matplotlib.axes._subplots.AxesSubplot at 0xa40b350>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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1+qppL08v61xzsSkB2gQnwtLLnpOT0yhhBHA+x7Hwh6gVOXnqJAPvHKj/LDMjs5EgUmzb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\nr4HiIkBZHp4AAAAASUVORK5CYII=\n",
       "text": [
        "<matplotlib.figure.Figure at 0xa3c47b0>"
       ]
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "code",
     "collapsed": true,
     "input": [
      "shape = electrodes_space.point_query_first((275, 100))\n",
      "if shape:\n",
      "    print electrode_bodies[shape.body]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "electrode32\n"
       ]
      }
     ],
     "prompt_number": 4
    }
   ],
   "metadata": {}
  }
 ]
}