{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from __future__ import division, print_function\n",
    "\n",
    "import math\n",
    "\n",
    "from IPython import display\n",
    "import PIL.Image\n",
    "\n",
    "import requests\n",
    "\n",
    "import sys\n",
    "if sys.version_info.major == 2:\n",
    "    from StringIO import StringIO\n",
    "else:\n",
    "    from io import StringIO\n",
    "from io import BytesIO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def get_osm_tile(x, y, z):\n",
    "    url = 'http://tile.openstreetmap.org/%d/%d/%d.png' % (z, x, y)\n",
    "    req = requests.get(url)\n",
    "    if not req.ok:\n",
    "        req.raise_for_status()\n",
    "    return req\n",
    "\n",
    "def deg_xy(lat, lon, zoom):\n",
    "    lat_rad = math.radians(lat)\n",
    "    n = 2 ** zoom\n",
    "    x = int((lon + 180) / 360 * n)\n",
    "    y = int((1 - math.log(math.tan(lat_rad) + (1 / math.cos(lat_rad))) / math.pi) / 2 * n)\n",
    "    return x, y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 0 0\n",
      "0 1 1\n",
      "7 16 5\n",
      "63 128 8\n",
      "P (256, 256)\n"
     ]
    }
   ],
   "source": [
    "lat, lon = -0.666667, -90.55\n",
    "\n",
    "pils = []\n",
    "for zoom in [0, 1, 5, 8]:\n",
    "    x, y = deg_xy(lat, lon, zoom)\n",
    "    print(x, y, zoom)\n",
    "    osm_tile = get_osm_tile(x, y, zoom)\n",
    "    pil_img = PIL.Image.open(StringIO(osm_tile.content))\n",
    "    pils.append(pil_img)\n",
    "composite = PIL.Image.new('RGBA', (520, 520))\n",
    "composite.paste(pils[0], (0, 0,256, 256))\n",
    "composite.paste(pils[1], (264, 0, 520, 256))\n",
    "composite.paste(pils[2], (0, 264, 256, 520))\n",
    "composite.paste(pils[3], (264, 264, 520, 520))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def convert_pil(img):\n",
    "    b = BytesIO()\n",
    "    img.save(b, format='png')\n",
    "    return display.Image(data=b.getvalue())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
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       "gg==\n"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "convert_pil(composite)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def get_surrounding(x, y, z, tile_fun):\n",
    "    composite = PIL.Image.new('RGBA', (768, 768))\n",
    "    for xi, x_ in enumerate([x - 1, x, x + 1]):\n",
    "        for yi, y_ in enumerate([y - 1, y, y + 1]):\n",
    "            tile_req = tile_fun(x_, y_, z)\n",
    "            pos = (xi * 256, yi * 256, xi * 256 + 256, yi * 256 + 256)\n",
    "            img = PIL.Image.open(StringIO(tile_req.content))\n",
    "            composite.paste(img, pos)\n",
    "    return composite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "AAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAA\n",
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       "EAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQ\n",
       "AgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBAC\n",
       "AAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIA\n",
       "AAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAA\n",
       "AABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAA\n",
       "AGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAA\n",
       "YBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABg\n",
       "EAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQ\n",
       "AgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBAC\n",
       "AAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIA\n",
       "AAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAA\n",
       "AABgEAIAAAAAYBACAAAAAGAQAgAAAABgEAIAAAAAYBACAAAAAGAQAgAAAABgkP8PpTBSy7U9IgwA\n",
       "AAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 112,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zoom = 8\n",
    "x, y = deg_xy(lat, lon, zoom)\n",
    "osm_big = get_surrounding(x, y, zoom, get_osm_tile)\n",
    "convert_pil(osm_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def get_gbif_tile(x, y, z, **kwargs):\n",
    "    server = 'http://api.gbif.org/v1'\n",
    "    kwargs['x'] = str(x)\n",
    "    kwargs['y'] = str(y)\n",
    "    kwargs['z'] = str(z)\n",
    "    req = requests.get('%s/map/density/tile' % server,\n",
    "                       params=kwargs,\n",
    "                       headers={})\n",
    "    if not req.ok:\n",
    "        req.raise_for_status()\n",
    "    return req"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
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       "J++kZ6prMKYpIFD/e1ts6OpnZig4DAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA\n",
       "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALDeWPtBKUOZLBjra4A+XI7eAHAcAQDBBAAE27yf\n",
       "L8/ZzOBmZgBnpQKAYAIAggkACNbcn9fOBcyvN2/IOQPYjQoAggkACCYAINjmM4DW9TVmAvA7KgAI\n",
       "JgAgmACAYNe9b7j1zMCMAJZTAUAwAQDBBAAE665/9o1C2I4KAIIJAAgmACDY7ucAWn2cA3gdtBH4\n",
       "QyoACCYAIJgAgGDdP0Mvj9mM4D697pwAfKcCgGACAIIJAAh2+v547f8QmAHAdyoACCYAIJgAgGCn\n",
       "fxegRo8Py6kAIJgAgGACAIJ13z/7RiAspwKAYAIAggkAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA\n",
       "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA\n",
       "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA\n",
       "AAAAAAAAAAAACPUGqWAoJxRUk+gAAAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 129,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gbif_tile = get_gbif_tile(0, 0, 0, resolution='4',\n",
    "                       type='TAXON', key='6163845')\n",
    "#do wee need to add copyright? (both osm and gbif)\n",
    "img = PIL.Image.open(StringIO(gbif_tile.content))\n",
    "convert_pil(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
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      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 149,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import functools\n",
    "zoom = 8\n",
    "x, y = deg_xy(lat, lon, zoom)\n",
    "gbif_big = get_surrounding(x, y, zoom,\n",
    "                           functools.partial(get_gbif_tile, hue='0.1',\n",
    "                                             resolution='2',\n",
    "                                             saturation='True'))\n",
    "convert_pil(gbif_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "compose = PIL.Image.alpha_composite(osm_big, gbif_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "mrd1MxxJOjB2ACRJkqQhYgdA0sDoVHCD3/K7XY5EkqTeZQdAkiRJGiKhbgcgSfvFyr8kSbdmB0CS\n",
       "JEkaIiYAkiRJ0hAxAZAkSZKGiAmAJEmSNERMACRJkqQhYgIgSZL6VuGxRyg89ki3w5D6igmAJEmS\n",
       "NEScAyBJkvrW2Fuf7HYIUt+xAyBJkiQNERMASZIkaYiYAEiSJElDxARAkiRJGiImAJIkSdIQuS4B\n",
       "8D5dSZIkaXDZAZAkSZKGyHVzALxPV5IkSRpcdgAkSZKkIWICoL4U/pVvJPwr39jtMCRJkvqOCYAk\n",
       "SZI0RK47AyD1g9o3/M9uhyBJktSX7ABIkiRJQ+R/AzOUkpyDsSNnAAAAAElFTkSuQmCC\n"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 151,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "convert_pil(compose)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "AAAABBEAAAAQRAAAAEAQAQAAAEEEAAAABBEAAAAQRAAAAEAQAQAAAEH+P4OUhPAGftztAAAAAElF\n",
       "TkSuQmCC\n"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 154,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#not on recipe\n",
    "zoom = 15\n",
    "x, y = deg_xy(1.6783, -92.0012, zoom)\n",
    "osm_tile = get_osm_tile(x, y, zoom)\n",
    "darwin_big = get_surrounding(x, y, zoom, get_osm_tile)\n",
    "convert_pil(darwin_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "POLYGON((-93 2, -91 2, -91 1, -93 1, -93 2))\n"
     ]
    }
   ],
   "source": [
    "def do_request(service, a1=None, a2=None, a3=None, **kwargs):\n",
    "    server = 'http://api.gbif.org/v1'\n",
    "    params = ''\n",
    "    for a in [a1, a2, a3]:\n",
    "        if a is not None:\n",
    "            params += '/' + a\n",
    "    req = requests.get('%s/%s%s' % (server, service, params),\n",
    "                       params=kwargs,\n",
    "                       headers={'Content-Type': 'application/json'})\n",
    "    if not req.ok:\n",
    "        req.raise_for_status()\n",
    "    return req.json()\n",
    "\n",
    "\n",
    "def get_all_records(rec_field, service, a1=None, a2=None, a3=None, **kwargs):\n",
    "    records = []\n",
    "    all_done = False\n",
    "    offset = 0\n",
    "    num_iter = 0\n",
    "    while not all_done and num_iter < 100:\n",
    "        req = do_request(service, a1=a1, a2=a2, a3=a3, offset=offset, **kwargs)\n",
    "        all_done = req['endOfRecords']\n",
    "        offset += req['limit']\n",
    "        records.extend(req[rec_field])\n",
    "        num_iter += 1\n",
    "    return records\n",
    "\n",
    "#tighter polygon coordinates\n",
    "start = 2, -93\n",
    "end = 1, -91\n",
    "geom = 'POLYGON(({xi} {yi}, {xf} {yi}, {xf} {yf}, {xi} {yf}, {xi} {yi}))'.format(\n",
    "    xi=start[1], xf=end[1], yi=start[0], yf=end[0])\n",
    "print(geom)\n",
    "recs = get_all_records('results', 'occurrence', 'search', geometry=geom)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{u'basisOfRecord': u'HUMAN_OBSERVATION',\n",
       " u'catalogNumber': u'diveboard:185444_28519_0',\n",
       " u'class': u'Elasmobranchii',\n",
       " u'classKey': 121,\n",
       " u'collectionCode': u'Diveboard',\n",
       " u'country': u'Ecuador',\n",
       " u'countryCode': u'EC',\n",
       " u'datasetID': u'http://ipt.diveboard.com/resource.do?r=diveboard-occurrences',\n",
       " u'datasetKey': u'66f6192f-6cc0-45fd-a2d1-e76f5ae3eab2',\n",
       " u'datasetName': u'Diveboard - Scuba diving citizen science',\n",
       " u'dateIdentified': u'2012-10-24T22:00:00.000+0000',\n",
       " u'day': 25,\n",
       " u'decimalLatitude': 1.38367,\n",
       " u'decimalLongitude': -91.8111,\n",
       " u'depth': 10.19,\n",
       " u'depthAccuracy': 10.19,\n",
       " u'elevation': 0.0,\n",
       " u'elevationAccuracy': 0.0,\n",
       " u'eventDate': u'2012-10-25T11:03:00.000+0000',\n",
       " u'extensions': {},\n",
       " u'facts': [],\n",
       " u'family': u'Rhincodontidae',\n",
       " u'familyKey': 2198,\n",
       " u'gbifID': u'1042460743',\n",
       " u'genericName': u'Rhincodon',\n",
       " u'genus': u'Rhincodon',\n",
       " u'genusKey': 2417521,\n",
       " u'geodeticDatum': u'WGS84',\n",
       " u'georeferenceSources': u'Google Maps',\n",
       " u'identifiedBy': u'Martin Tengelin',\n",
       " u'identifier': u'diveboard:185444_28519_0',\n",
       " u'identifiers': [],\n",
       " u'institutionCode': u'Diveboard',\n",
       " u'issues': [u'COORDINATE_REPROJECTION_SUSPICIOUS'],\n",
       " u'key': 1042460743,\n",
       " u'kingdom': u'Animalia',\n",
       " u'kingdomKey': 1,\n",
       " u'lastCrawled': u'2015-03-21T04:46:27.483+0000',\n",
       " u'lastInterpreted': u'2015-03-21T04:46:53.841+0000',\n",
       " u'lastParsed': u'2015-03-21T04:46:27.519+0000',\n",
       " u'locality': u'Landslide Wall',\n",
       " u'modified': u'2015-03-19T01:45:50.000+0000',\n",
       " u'month': 10,\n",
       " u'nameAccordingTo': u'EOL',\n",
       " u'order': u'Orectolobiformes',\n",
       " u'orderKey': 769,\n",
       " u'ownerInstitutionCode': u'Diveboard',\n",
       " u'phylum': u'Chordata',\n",
       " u'phylumKey': 44,\n",
       " u'protocol': u'DWC_ARCHIVE',\n",
       " u'publishingCountry': u'FR',\n",
       " u'publishingOrgKey': u'1989b627-2a61-44db-83e4-392efc5da0a9',\n",
       " u'recordedBy': u'Martin Tengelin',\n",
       " u'references': u'http://www.diveboard.com/martin.tengelin/D5cDeBb',\n",
       " u'relations': [],\n",
       " u'rights': u'http://creativecommons.org/publicdomain/zero/1.0/',\n",
       " u'rightsHolder': u'Diveboard',\n",
       " u'samplingProtocol': u'citizen science scuba dive observation',\n",
       " u'scientificName': u'Rhincodon typus Smith, 1828',\n",
       " u'species': u'Rhincodon typus',\n",
       " u'speciesKey': 2417522,\n",
       " u'specificEpithet': u'typus',\n",
       " u'taxonID': u'http://eol.org/pages/28519',\n",
       " u'taxonKey': 2417522,\n",
       " u'taxonRank': u'SPECIES',\n",
       " u'type': u'Event',\n",
       " u'verbatimLocality': u'Landslide Wall, Wolf Island',\n",
       " u'waterBody': u'North Pacific Ocean',\n",
       " u'year': 2012}"
      ]
     },
     "execution_count": 170,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "recs[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#count observations\n",
    "#count species\n",
    "#link to species"
   ]
  }
 ],
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