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kuanb/accessibility_analysis_example.ipynb

Created July 12, 2017 18:20
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accessibility_analysis_example.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/local/lib/python3.6/site-packages/matplotlib/__init__.py:1401: UserWarning: This call to matplotlib.use() has no effect\n",
"because the backend has already been chosen;\n",
"matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n",
"or matplotlib.backends is imported for the first time.\n",
"\n",
" warnings.warn(_use_error_msg)\n"
]
}
],
"source": [
"%matplotlib notebook\n",
"\n",
"import osmnet # v0.1.4\n",
"import pandana as pdna # build from 5/2017\n",
"import urbanaccess # latest as of 7/10/2017\n",
"\n",
"# establish a bounding box to query for OSM network data\n",
"bbox = (-117.270899,32.829765,-117.149191,32.912378)\n",
"\n",
"# set whether or not to use new edges\n",
"USE_NEW_EDGES = False"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requesting network data within bounding box from Overpass API in 1 request(s)\n",
"Posting to http://www.overpass-api.de/api/interpreter with timeout=180, \"{'data': '[out:json][timeout:180];(way[\"highway\"][\"highway\"!~\"cycleway|footway|path|pedestrian|steps|track|proposed|construction|bridleway|abandoned|platform|raceway|service\"][\"motor_vehicle\"!~\"no\"][\"motorcar\"!~\"no\"][\"service\"!~\"parking|parking_aisle|driveway|emergency_access\"](32.82976500,-117.27089900,32.91237800,-117.14919100);>;);out;'}\"\n",
"Downloaded 2,883.8KB from www.overpass-api.de in 2.74 seconds\n",
"Downloaded OSM network data within bounding box from Overpass API in 1 request(s) and 2.82 seconds\n",
"Returning OSM data with 17,620 nodes and 2,990 ways...\n",
"Edge node pairs completed. Took 4.95 seconds\n",
"Returning processed graph with 3,019 nodes and 3,936 edges...\n",
"Completed OSM data download and Pandana node and edge table creation in 8.21 seconds\n"
]
}
],
"source": [
"nodes, edges = osmnet.load.network_from_bbox(bbox=bbox, network_type='drive')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"3936"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"avg_walk_speed = 4.8 # approx. 3 mph walking speed\n",
"drive_speed = 40 # in km, basically 25 mph\n",
"edges['weight'] = edges['distance']/(drive_speed * 1000)\n",
"\n",
"len(edges)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# bridge landing points\n",
"northern_terminus = (-117.22289800643922, 32.861456757640795)\n",
"southern_terminus = (-117.21721172332762, 32.85505796274407)\n",
"\n",
"# break out of the coordinates into x and y values\n",
"x_vals = [northern_terminus[0], southern_terminus[0]]\n",
"y_vals = [northern_terminus[1], southern_terminus[1]]\n",
"\n",
"# now, given these values, we need to know the nearest nodes for each\n",
"nearests = [48909913, 49121291]\n",
"\n",
"# get the coordinates of these two nodes\n",
"# we can use .loc() because the nodes df is indexed with the node ids\n",
"northern_node = nodes.loc[nearests[0]]\n",
"southern_node = nodes.loc[nearests[1]]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# this is a basic haversine formula, we can use this\n",
"# souce: https://stackoverflow.com/a/4913653/3407994\n",
"from math import radians, cos, sin, asin, sqrt\n",
"def haversine(lon1, lat1, lon2, lat2):\n",
" \"\"\"\n",
" Calculate the great circle distance between two points \n",
" on the earth (specified in decimal degrees)\n",
" \"\"\"\n",
" # convert decimal degrees to radians \n",
" lon1, lat1, lon2, lat2 = map(radians, [lon1, lat1, lon2, lat2])\n",
"\n",
" # haversine formula \n",
" dlon = lon2 - lon1 \n",
" dlat = lat2 - lat1 \n",
" a = sin(dlat/2)**2 + cos(lat1) * cos(lat2) * sin(dlon/2)**2\n",
" c = 2 * asin(sqrt(a)) \n",
" r = 6371 * 1000 # Radius of earth in meters. Use 3956 for miles\n",
" return c * r\n",
"\n",
"# result of this calculation should be 1224 meters\n",
"bridge_dist = haversine(northern_node.x, northern_node.y,\n",
" southern_node.x, southern_node.y)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# we need to create a new edge to introduce to the network\n",
"# it will be appended by first creating a Pandas Series object\n",
"from copy import copy\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"# we will need one for each direction\n",
"new_edge_dir1 = pd.Series({\n",
" 'access': np.nan,\n",
" 'bridge': np.nan,\n",
" 'distance': bridge_dist,\n",
" 'from': nearests[0],\n",
" 'hgv': np.nan,\n",
" 'highway': 'residential', # just preserve this, doesn't matter\n",
" 'hov': np.nan,\n",
" 'lanes': np.nan,\n",
" 'maxspeed': np.nan,\n",
" 'name': np.nan,\n",
" 'oneway': np.nan,\n",
" 'ref': np.nan,\n",
" 'service': np.nan,\n",
" 'to': nearests[1],\n",
" 'weight': bridge_dist/(avg_walk_speed * 10000),\n",
" 'to_int': nearests[1],\n",
" 'from_int': nearests[0]})\n",
"\n",
"# make a copy and just update the from and to values to be flipped\n",
"new_edge_dir2 = new_edge_dir1.copy()\n",
"new_edge_dir2['from'] = nearests[1]\n",
"new_edge_dir2['from_int'] = nearests[1]\n",
"new_edge_dir2['to'] = nearests[0]\n",
"new_edge_dir2['to_int'] = nearests[0]"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3936\n"
]
}
],
"source": [
"# convert both to dataframes and name them\n",
"# the name is used as the index label when added\n",
"new_edge_dir1.name = (nearests[0], nearests[1])\n",
"new_edge_dir2.name = (nearests[1], nearests[0])\n",
"\n",
"# now append \n",
"if USE_NEW_EDGES:\n",
" edges = edges.append(new_edge_dir1)\n",
" edges = edges.append(new_edge_dir2)\n",
"\n",
"print(len(edges))"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import pandas as pd\n",
"import geopandas as gpd\n",
"from shapely.wkt import loads\n",
"\n",
"# trimmed_grid_gdf_v2.to_csv('grid_gdf.csv')\n",
"trimmed_grid_gdf_v2 = pd.read_csv('grid_gdf.csv')\n",
"geoms = map(loads, trimmed_grid_gdf_v2.geometry.values)\n",
"trimmed_grid_gdf_v2 = gpd.GeoDataFrame(trimmed_grid_gdf_v2, geometry=list(geoms))\n",
"\n",
"centroids = trimmed_grid_gdf_v2.centroid\n",
"trimmed_xs = [c.x for c in centroids]\n",
"trimmed_ys = [c.y for c in centroids]\n",
"\n",
"trimmed_grid_gdf_v2['centroid_x'] = trimmed_xs\n",
"trimmed_grid_gdf_v2['centroid_y'] = trimmed_ys"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# instantiate a Pandana network\n",
"net = pdna.Network(nodes['x'], nodes['y'],\n",
" edges['from'], edges['to'], edges[['weight']])"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"trimmed_grid_gdf_v2[\"node_ids\"] = net.get_node_ids(trimmed_xs, trimmed_ys)\n",
"\n",
"# for now all locations are weighted equally\n",
"trimmed_grid_gdf_v2['val'] = 1\n",
"\n",
"# update the network\n",
"net.set(trimmed_grid_gdf_v2[\"node_ids\"], variable=trimmed_grid_gdf_v2['val'], name=\"simple_value\")"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# let's do 20 minutes which is a mile\n",
"all_cells_in_1_mile = net.aggregate(5/60.0, type=\"sum\", decay=\"flat\", name=\"simple_value\")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import geopandas as gpd\n",
"import numpy as np\n",
"from shapely.geometry import Point\n",
"\n",
"def make_point(row):\n",
" row['geometry'] = Point(row['x'], row['y'])\n",
" return row\n",
"\n",
"nodes_temp = nodes.copy()\n",
"nodes_temp['geometry'] = np.nan\n",
"transformed_v2 = nodes_temp.apply(make_point, axis=1)\n",
"transformed_v2_gdf = gpd.GeoDataFrame(geometry=transformed_v2.geometry)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support.' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
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" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
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"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
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"\n",
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" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
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" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
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" }\n",
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"\n",
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"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
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"\n",
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"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
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"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
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" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
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"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
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"\n",
" function mouse_event_fn(event) {\n",
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" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
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"\n",
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" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
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"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
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"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
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"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
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" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
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" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
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" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
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"}\n",
"\n",
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"}\n",
"\n",
"\n",
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"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
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" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overriden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" // select the cell after this one\n",
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
" IPython.notebook.select(index + 1);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
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},
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width=\"700\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7f4f381df978>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"joined = transformed_v2_gdf.join(all_cells_in_1_mile.to_frame()).rename(columns={0:'access_level'})\n",
"# joined_gdf = gpd.GeoDataFrame(joined, geometry=joined.geometry)\n",
"joined.plot(column='access_level', cmap='OrRd', figsize=(7, 7))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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