{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from __future__ import print_function\n",
    "from ipyleaflet import (\n",
    "    Map,\n",
    "    Marker,\n",
    "    TileLayer, ImageOverlay,\n",
    "    Polyline, Polygon, Rectangle, Circle, CircleMarker,\n",
    "    GeoJSON,\n",
    "    DrawControl\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "center = [41.8919300, 12.5113300]\n",
    "zoom = 6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6b5bb2cd7b104378a834494358394d84",
       "version_major": 2,
       "version_minor": 0
      },
      "text/html": [
       "<p>Failed to display Jupyter Widget of type <code>Map</code>.</p>\n",
       "<p>\n",
       "  If you're reading this message in the Jupyter Notebook or JupyterLab Notebook, it may mean\n",
       "  that the widgets JavaScript is still loading. If this message persists, it\n",
       "  likely means that the widgets JavaScript library is either not installed or\n",
       "  not enabled. See the <a href=\"https://ipywidgets.readthedocs.io/en/stable/user_install.html\">Jupyter\n",
       "  Widgets Documentation</a> for setup instructions.\n",
       "</p>\n",
       "<p>\n",
       "  If you're reading this message in another frontend (for example, a static\n",
       "  rendering on GitHub or <a href=\"https://nbviewer.jupyter.org/\">NBViewer</a>),\n",
       "  it may mean that your frontend doesn't currently support widgets.\n",
       "</p>\n"
      ],
      "text/plain": [
       "Map(basemap={'url': 'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', 'max_zoom': 19, 'attribution': 'Map data (c) <a href=\"https://openstreetmap.org\">OpenStreetMap</a> contributors'}, center=[41.89193, 12.51133], layers=(TileLayer(base=True, max_zoom=19, min_zoom=1, options=['attribution', 'detect_retina', 'max_zoom', 'min_zoom', 'tile_size']),), options=['attribution_control', 'basemap', 'bounce_at_zoom_limits', 'box_zoom', 'center', 'close_popup_on_click', 'double_click_zoom', 'dragging', 'inertia', 'inertia_deceleration', 'inertia_max_speed', 'keyboard', 'keyboard_pan_offset', 'keyboard_zoom_offset', 'max_zoom', 'min_zoom', 'scroll_wheel_zoom', 'tap', 'tap_tolerance', 'touch_zoom', 'world_copy_jump', 'zoom', 'zoom_animation_threshold', 'zoom_control', 'zoom_start'], zoom=6)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "m = Map(center=center, zoom=zoom)\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "import matplotlib.cm\n",
    "import matplotlib.colors\n",
    "import numpy as np\n",
    "\n",
    "def n_colors(n, colormap=mpl.cm.Blues):\n",
    "    data = np.linspace(0.0,1.0,n)\n",
    "    c = [mpl.colors.rgb2hex(d[0:3]) for d in colormap(data)]\n",
    "    return c\n",
    "\n",
    "def data_to_colors(data, colormap=mpl.cm.Blues):\n",
    "    c = [mpl.colors.rgb2hex(d[0:3]) for d in colormap(mpl.colors.Normalize()(data))]\n",
    "    return c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "with open('romandata.json') as f:\n",
    "    data = json.load(f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'Polygon',\n",
       " 'id': '#geo-disc-tile-geom-032021',\n",
       " 'coordinates': [[[-84.375, 27.059125784374068],\n",
       "   [-78.75000000000001, 27.059125784374068],\n",
       "   [-78.75000000000001, 31.952162238024975],\n",
       "   [-84.375, 31.952162238024975],\n",
       "   [-84.375, 27.059125784374068]]]}"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['features'][0]['geometry']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n"
     ]
    }
   ],
   "source": [
    "n_features = len(data['features'][0]['geometry'])\n",
    "colors = n_colors(n_features)\n",
    "print(n_features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['#f7fbff', '#6aaed6', '#08306b']"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "colors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "for feature, color in zip(data['features'], colors):\n",
    "    feature['properties']['style'] = {'color':color, 'weight': 1, 'fillColor':color, 'fillOpacity':0.5}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'Polygon',\n",
       " 'id': '#geo-disc-tile-geom-032021',\n",
       " 'coordinates': [[[-84.375, 27.059125784374068],\n",
       "   [-78.75000000000001, 27.059125784374068],\n",
       "   [-78.75000000000001, 31.952162238024975],\n",
       "   [-84.375, 31.952162238024975],\n",
       "   [-84.375, 27.059125784374068]]]}"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['features'][0]['geometry']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "g = GeoJSON(data=data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "m.add_layer(g)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f533a4ba2ba2444f91b7a233c303940c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/html": [
       "<p>Failed to display Jupyter Widget of type <code>Map</code>.</p>\n",
       "<p>\n",
       "  If you're reading this message in the Jupyter Notebook or JupyterLab Notebook, it may mean\n",
       "  that the widgets JavaScript is still loading. If this message persists, it\n",
       "  likely means that the widgets JavaScript library is either not installed or\n",
       "  not enabled. See the <a href=\"https://ipywidgets.readthedocs.io/en/stable/user_install.html\">Jupyter\n",
       "  Widgets Documentation</a> for setup instructions.\n",
       "</p>\n",
       "<p>\n",
       "  If you're reading this message in another frontend (for example, a static\n",
       "  rendering on GitHub or <a href=\"https://nbviewer.jupyter.org/\">NBViewer</a>),\n",
       "  it may mean that your frontend doesn't currently support widgets.\n",
       "</p>\n"
      ],
      "text/plain": [
       "Map(basemap={'url': 'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', 'max_zoom': 19, 'attribution': 'Map data (c) <a href=\"https://openstreetmap.org\">OpenStreetMap</a> contributors'}, center=[41.89193, 12.51133], east=13.047637939453125, layers=(TileLayer(base=True, max_zoom=19, min_zoom=1, options=['attribution', 'detect_retina', 'max_zoom', 'min_zoom', 'tile_size']), GeoJSON(data={'oc-api:geotile-scope': None, 'features': [{'count': 2, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-032021', 'coordinates': [[[-84.375, 27.059125784374068], [-78.75000000000001, 27.059125784374068], [-78.75000000000001, 31.952162238024975], [-84.375, 31.952162238024975], [-84.375, 27.059125784374068]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-032021'}, 'properties': {'count': 2, 'label': 'Discovery region (1)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=032021', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-032021', 'style': {'color': '#f7fbff', 'weight': 1, 'fillColor': '#f7fbff', 'fillOpacity': 0.5}}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=032021', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=032021'}, {'count': 6343, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-122103', 'coordinates': [[[28.125, 31.952162238024975], [33.750000000000014, 31.952162238024975], [33.750000000000014, 36.5978891330702], [28.125, 36.5978891330702], [28.125, 31.952162238024975]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-122103'}, 'properties': {'count': 6343, 'label': 'Discovery region (2)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=122103', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-122103', 'style': {'color': '#6aaed6', 'weight': 1, 'fillColor': '#6aaed6', 'fillOpacity': 0.5}}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=122103', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=122103'}, {'count': 181, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-122121', 'coordinates': [[[28.125, 27.059125784374068], [33.750000000000014, 27.059125784374068], [33.750000000000014, 31.952162238024975], [28.125, 31.952162238024975], [28.125, 27.059125784374068]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-122121'}, 'properties': {'count': 181, 'label': 'Discovery region (3)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=122121', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-122121', 'style': {'color': '#08306b', 'weight': 1, 'fillColor': '#08306b', 'fillOpacity': 0.5}}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=122121', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=122121'}, {'count': 13, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-122112', 'coordinates': [[[33.750000000000014, 31.952162238024975], [39.37499999999999, 31.952162238024975], [39.37499999999999, 36.5978891330702], [33.750000000000014, 36.5978891330702], [33.750000000000014, 31.952162238024975]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-122112'}, 'properties': {'count': 13, 'label': 'Discovery region (4)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=122112', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-122112'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=122112', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=122112'}, {'count': 10, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-120211', 'coordinates': [[[16.875000000000007, 52.482780222078226], [22.499999999999986, 52.482780222078226], [22.499999999999986, 55.7765730186677], [16.875000000000007, 55.7765730186677], [16.875000000000007, 52.482780222078226]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-120211'}, 'properties': {'count': 10, 'label': 'Discovery region (5)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=120211', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-120211'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=120211', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=120211'}, {'count': 14, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-122110', 'coordinates': [[[33.750000000000014, 36.5978891330702], [39.37499999999999, 36.5978891330702], [39.37499999999999, 40.979898069620155], [33.750000000000014, 40.979898069620155], [33.750000000000014, 36.5978891330702]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-122110'}, 'properties': {'count': 14, 'label': 'Discovery region (6)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=122110', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-122110'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=122110', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=122110'}, {'count': 13, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-120221', 'coordinates': [[[5.625000000000013, 45.089035564831015], [11.249999999999993, 45.089035564831015], [11.249999999999993, 48.922499263758255], [5.625000000000013, 48.922499263758255], [5.625000000000013, 45.089035564831015]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-120221'}, 'properties': {'count': 13, 'label': 'Discovery region (7)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=120221', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-120221'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=120221', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=120221'}, {'count': 1, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-032000', 'coordinates': [[[-90.0, 36.5978891330702], [-84.375, 36.5978891330702], [-84.375, 40.979898069620155], [-90.0, 40.979898069620155], [-90.0, 36.5978891330702]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-032000'}, 'properties': {'count': 1, 'label': 'Discovery region (8)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=032000', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-032000'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=032000', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=032000'}, {'count': 28, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-033111', 'coordinates': [[[-5.625000000000013, 36.5978891330702], [0.0, 36.5978891330702], [0.0, 40.979898069620155], [-5.625000000000013, 40.979898069620155], [-5.625000000000013, 36.5978891330702]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-033111'}, 'properties': {'count': 28, 'label': 'Discovery region (9)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=033111', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-033111'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=033111', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=033111'}, {'count': 263, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-120203', 'coordinates': [[[5.625000000000013, 48.922499263758255], [11.249999999999993, 48.922499263758255], [11.249999999999993, 52.482780222078226], [5.625000000000013, 52.482780222078226], [5.625000000000013, 48.922499263758255]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-120203'}, 'properties': {'count': 263, 'label': 'Discovery region (10)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=120203', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-120203'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=120203', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=120203'}, {'count': 127, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-120201', 'coordinates': [[[5.625000000000013, 52.482780222078226], [11.249999999999993, 52.482780222078226], [11.249999999999993, 55.7765730186677], [5.625000000000013, 55.7765730186677], [5.625000000000013, 52.482780222078226]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-120201'}, 'properties': {'count': 127, 'label': 'Discovery region (11)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=120201', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-120201'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=120201', 'type': 'Feature', 'id': 'https://opencontext.org/search/?q=roman&disc-geotile=120201'}, {'count': 2981, 'category': 'oc-api:geo-facet', 'geometry': {'type': 'Polygon', 'id': '#geo-disc-tile-geom-122130', 'coordinates': [[[33.750000000000014, 27.059125784374068], [39.37499999999999, 27.059125784374068], [39.37499999999999, 31.952162238024975], [33.750000000000014, 31.952162238024975], [33.750000000000014, 27.059125784374068]]]}, 'when': {'stop': '1950', 'start': '-336999', 'type': 'oc-gen:formation-use-life', 'id': '#event-122130'}, 'properties': {'count': 2981, 'label': 'Discovery region (12)', 'late bce/ce': 1950, 'href': 'https://opencontext.org/search/?q=roman&disc-geotile=122130', 'early bce/ce': -337000, 'feature-type': 'discovery region (facet)', 'id': '#geo-disc-tile-122130'}, 'json': 'https://opencontext.org/search/.json?q=roman&disc-geotile=122130', 'type': 'Feature', 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