def test_plots():
G = ox.graph_from_place('Piedmont, California, USA', network_type='drive', simplify=False)
G2 = ox.simplify_graph(G, strict=False)
# test getting colors
co = ox.get_colors(n=5, return_hex=True)
nc = ox.get_node_colors_by_attr(G2, 'osmid')
ec = ox.get_edge_colors_by_attr(G2, 'length')
# save a plot to disk as png
fig, ax = ox.plot_graph(G, save=True, file_format='png')
# save a plot to disk as svg
G_simplified = ox.simplify_graph(G)
fig, ax = ox.plot_graph(G_simplified, show=False, save=True, close=True, file_format='svg')
G_projected = ox.project_graph(G_simplified)
fig, ax = ox.plot_graph(G_projected)
fig, ax = ox.plot_graph(G_projected, fig_height=5, fig_width=5, margin=0.05, axis_off=False, bgcolor='y',
file_format='png', filename='x', dpi=180, annotate=True, node_color='k', node_size=5,
node_alpha=0.1, node_edgecolor='b', node_zorder=5, edge_color='r', edge_linewidth=2,
edge_alpha=0.1, use_geom=False, show=False, save=True, close=True)
fig, ax = ox.plot_figure_ground(G=G_simplified, file_format='png')
fig, ax = ox.plot_figure_ground(point=(33.694981, -117.841375), file_format='png')
fig, ax = ox.plot_figure_ground(address='Denver, Colorado, USA', file_format='png')
def test_plots():
G = ox.graph_from_point(location_point, dist=500, network_type="drive")
# test getting colors
co = ox.plot.get_colors(n=5, return_hex=True)
nc = ox.plot.get_node_colors_by_attr(G, "x")
ec = ox.plot.get_edge_colors_by_attr(G, "length", num_bins=5)
# plot and save to disk
filepath = Path(ox.settings.data_folder) / "test.svg"
fig, ax = ox.plot_graph(G, show=False, save=True, close=True, filepath=filepath)
fig, ax = ox.plot_graph(
G,
figsize=(5, 5),
bgcolor="y",
dpi=180,
node_color="k",
node_size=5,
node_alpha=0.1,
node_edgecolor="b",
node_zorder=5,
edge_color="r",
edge_linewidth=2,
edge_alpha=0.1,
show=False,
save=True,
close=True,
)
# figure-ground plots
fig, ax = ox.plot_figure_ground(G=G)
fig, ax = ox.plot_figure_ground(point=location_point, dist=500, network_type="drive")
fig, ax = ox.plot_figure_ground(address=address, dist=500, network_type="bike")
def test_plots():
G = ox.graph_from_place('Piedmont, California, USA', network_type='drive', simplify=False)
G2 = ox.simplify_graph(G, strict=False)
# test getting colors
co = ox.get_colors(n=5, return_hex=True)
nc = ox.get_node_colors_by_attr(G2, 'osmid')
ec = ox.get_edge_colors_by_attr(G2, 'length')
# save a plot to disk as png
fig, ax = ox.plot_graph(G, save=True, file_format='png')
# save a plot to disk as svg
G_simplified = ox.simplify_graph(G)
fig, ax = ox.plot_graph(G_simplified, show=False, save=True, close=True, file_format='svg')
G_projected = ox.project_graph(G_simplified)
fig, ax = ox.plot_graph(G_projected)
fig, ax = ox.plot_graph(G_projected, fig_height=5, fig_width=5, margin=0.05, axis_off=False, bgcolor='y',
file_format='png', filename='x', dpi=180, annotate=True, node_color='k', node_size=5,
node_alpha=0.1, node_edgecolor='b', node_zorder=5, edge_color='r', edge_linewidth=2,
edge_alpha=0.1, use_geom=False, show=False, save=True, close=True)
fig, ax = ox.plot_figure_ground(G=G_simplified, file_format='png')
fig, ax = ox.plot_figure_ground(point=(33.694981, -117.841375), file_format='png')
fig, ax = ox.plot_figure_ground(address='Denver, Colorado, USA', file_format='png')
def test_plots():
G = ox.graph_from_point(location_point, dist=500, network_type="drive")
# test getting colors
co = ox.plot.get_colors(n=5, return_hex=True)
nc = ox.plot.get_node_colors_by_attr(G, "osmid")
ec = ox.plot.get_edge_colors_by_attr(G, "length")
# plot and save to disk
fig, ax = ox.plot_graph(G, save=True, file_format="png")
fig, ax = ox.plot_graph(G,
show=False,
save=True,
close=True,
file_format="svg")
fig, ax = ox.plot_graph(
ox.project_graph(G),
fig_height=5,
fig_width=5,
margin=0.05,
axis_off=False,
bgcolor="y",
file_format="png",
filename="x",
dpi=180,
annotate=True,
node_color="k",
node_size=5,
node_alpha=0.1,
node_edgecolor="b",
node_zorder=5,
edge_color="r",
edge_linewidth=2,
edge_alpha=0.1,
use_geom=False,
show=False,
save=True,
close=True,
)
# figure-ground plots
fig, ax = ox.plot_figure_ground(G=G, file_format="png")
fig, ax = ox.plot_figure_ground(point=location_point,
dist=500,
network_type="drive",
file_format="png")
fig, ax = ox.plot_figure_ground(address=address,
dist=500,
network_type="bike",
file_format="png")
def make_plot(place,
point,
network_type='drive',
bldg_color='orange',
dpi=40,
dist=805,
default_width=4,
street_widths=None):
gdf = ox.buildings_from_point(point=point, distance=dist)
gdf_proj = ox.project_gdf(gdf)
fig, ax = ox.plot_figure_ground(point=point,
dist=dist,
network_type=network_type,
default_width=default_width,
street_widths=street_widths,
save=False,
show=False,
close=True)
fig, ax = ox.plot_buildings(gdf_proj,
fig=fig,
ax=ax,
color=bldg_color,
set_bounds=False,
save=True,
show=False,
close=True,
filename=place,
dpi=dpi)
def make_plot(place,
point,
network_type="drive",
edge_color="#FFD500",
bldg_color="#3B14AF",
bg_colour="#082368",
dpi=40,
dist=805,
default_width=4,
street_widths=None):
gdf = ox.buildings_from_point(point=point, distance=dist)
gdf_proj = ox.project_gdf(gdf)
fig, ax = ox.plot_figure_ground(point=point,
dist=dist,
network_type=network_type,
default_width=default_width,
street_widths=street_widths,
edge_color=edge_color,
bgcolor=bg_colour,
save=False,
show=False,
close=True)
fig, ax = ox.plot_buildings(gdf_proj,
fig=fig,
ax=ax,
color=bldg_color,
set_bounds=False,
save=True,
show=False,
close=True,
filename=place,
dpi=dpi)
def get_sqml_plot(place,
point,
network_type='drive',
bldg_color='orange',
dpi=300,
dist=1200,
default_width=4,
street_widths=None):
gdf = ox.footprints.footprints_from_point(point=point, distance=dist)
fig, ax = ox.plot_figure_ground(point=point,
dist=dist,
network_type=network_type,
default_width=default_width,
street_widths=street_widths,
save=False,
show=False,
close=True)
fig, ax = ox.footprints.plot_footprints(gdf,
fig=fig,
ax=ax,
color=bldg_color,
set_bounds=False,
save=True,
show=False,
close=True,
filename=place,
dpi=dpi)
def create_map(list):
for city in list:
img_folder = 'images'
extension = 'png'
size = 300
dpi = 150
fig, ax = ox.plot_figure_ground(address=city, filename=city, dpi=dpi)
Image('{}.{}'.format(city, extension), height=size, width=size)
def plot_map(self, start_point, distance, type_, footprint=None):
_, self._ax = ox.plot_figure_ground(point=start_point,
dist=distance,
network_type=type_,
bgcolor=self.COLOR_BACKGROUND,
default_width=4,
figsize=self.FIGSIZE,
show=False,
close=False)
if footprint is not None:
footprint.plot(ax=self._ax, color=self.COLOR_FOOTPRINT, alpha=0.75)
# -*- coding: utf-8 -*-
"""
Created on Thu Jul 13 14:26:54 2017
@author: yangjinyue
"""
import osmnx as ox
from IPython.display import Image
ox.config(log_file=True, log_console=True, use_cache=True)
img_folder = 'images'
extension = 'png'
size = 800
place = 'chongqing'
point = (42.911968, 129.51879)
fig, ax = ox.plot_figure_ground(point=point,
dist=2000,
filename=place,
network_type='all',
dpi=150)
Image('{}/{}.{}'.format(img_folder, place, extension), height=size, width=size)
'steps': 0.5,
'pedestrian': 0.5,
'path': 0.5,
'track': 0.75,
'service': 1.5,
'residential': 2.5,
'primary': 2.5,
'motorway': 3
}
# create diagrams by passing in lat-long points
place = 'Berlin-Home'
point = (52.529556, 13.345430)
fig, ax = ox.plot_figure_ground(point=point,
filename=place,
network_type='all',
street_widths=street_widths,
dpi=dpi)
Image('{}/{}.{}'.format(img_folder, place, extension), height=size, width=size)
place = 'Berlin-Work'
point = (52.506396, 13.521521)
fig, ax = ox.plot_figure_ground(point=point,
filename=place,
network_type='all',
street_widths=street_widths,
dpi=dpi)
Image('{}/{}.{}'.format(img_folder, place, extension), height=size, width=size)
place = 'SanFrancisco'
point = (37.793897, -122.402189)
def create_map_from_osm(outfile: str, c_osm: int, north: float, south: float,
west: float, east: float):
dpi = 200
default_width = 6
network_type = 'drive'
fp = f'./images/{outfile}-osm-{c_osm}.png'
tag_building = TagTypes.building
tag_nature = TagTypes.nature
tag_water = TagTypes.water
ax = None
G = ox.graph_from_bbox(north,
south,
east,
west,
network_type=network_type,
truncate_by_edge=True,
retain_all=True,
clean_periphery=False)
gdf_building = ox.geometries_from_bbox(north,
south,
east,
west,
tags=tag_building)
gdf_nature = ox.geometries_from_bbox(north,
south,
east,
west,
tags=tag_nature)
gdf_water = ox.geometries_from_bbox(north,
south,
east,
west,
tags=tag_water)
fig, ax = ox.plot_figure_ground(G,
default_width=default_width,
dpi=dpi,
filepath=fp,
show=False)
if not gdf_nature.empty:
fig, ax = ox.plot_footprints(gdf_nature,
ax=ax,
color='green',
filepath=fp,
dpi=dpi,
save=True)
if not gdf_water.empty:
fig, ax = ox.plot_footprints(gdf_water,
ax=ax,
color='blue',
filepath=fp,
dpi=dpi,
save=True)
if not gdf_building.empty:
fig, ax = ox.plot_footprints(gdf_building,
ax=ax,
filepath=fp,
dpi=dpi,
save=True)
def create_square_from_osm(crop_size: float,
crop_status: bool,
outfile: str,
c_osm: int,
point,
dpi=100,
dist=2000,
default_width=6):
"""
:param crop_size: Crop size of the output
:param crop_status: Determine whether the output will be cropped or not
:param outfile: Outfile name
:param c_osm: count of osm image
:param point: (lat, long)
:param dpi: dpi for the output image
:param dist: distance from the given point
:param default_width: default width for the roads
:return:
"""
network_type = 'drive'
fp = f'./images/{outfile}-osm-{c_osm}.png'
tag_building = TagTypes.building
tag_nature = TagTypes.nature
tag_water = TagTypes.water
bbox = ox.utils_geo.bbox_from_point(point, dist=dist)
try:
G = ox.graph_from_point(point,
network_type=network_type,
dist=dist,
truncate_by_edge=True,
retain_all=True,
clean_periphery=True)
gdf_building = ox.geometries_from_point(point, tag_building, dist=dist)
gdf_nature = ox.geometries_from_point(point, tag_nature, dist=dist)
gdf_water = ox.geometries_from_point(point, tag_water, dist=dist)
fig, ax = ox.plot_figure_ground(G,
default_width=default_width,
show=False,
close=True)
if not gdf_nature.empty:
# print('nature')
fig, ax = ox.plot_footprints(gdf_nature,
ax=ax,
bbox=bbox,
color='green',
filepath=fp,
dpi=dpi,
show=False,
save=True,
close=True)
if not gdf_water.empty:
# print('water')
fig, ax = ox.plot_footprints(gdf_water,
ax=ax,
bbox=bbox,
color='blue',
filepath=fp,
dpi=dpi,
show=False,
save=True,
close=True)
if not gdf_building.empty:
# print('building')
fig, ax = ox.plot_footprints(gdf_building,
ax=ax,
bbox=bbox,
filepath=fp,
dpi=dpi,
save=True,
show=False,
close=True)
if crop_status:
image = Image.open(fp)
image = crop_image(image=image, size=crop_size)
image.save(f"./images/{outfile}-osm-{c_osm}.png")
return True
except:
return False
def plot(self,
x=None,
size=9,
name='temp_image',
network_type='walk',
dpi=90,
default_width=5,
street_widths=None):
"""
plot the map
Parameters - x(model.x): default None, variables x after optimization
size(int) : default 9
name(string) : default 'temp_image', the saved image name
network_type(string) : default walk
dpi(int) : default 90
default_width(int) : default 5
street_widths(int) : default None
"""
# default color set - before optimization
ec = []
for i in self.gdf.index:
# white color for vacant houses
if self.gdf['housetype'][i] == 2:
ec.append('w')
# yellow color for police station
elif self.gdf['amenity'][i] == 'police':
ec.append('yellow')
# light green for curch
elif self.gdf['amenity'][i] == 'place_of_worship':
ec.append('#d7ff6e')
# red color for non structure
elif self.gdf['building'][i] != 'yes':
ec.append('r')
# #ff6060 for area > 398
elif (pd.isnull(self.gdf['addr:street'][i]) and
self.gdf_proj.area[i] > 398) or self.gdf_proj.area[i] > 398:
ec.append('#ff6060')
# #8e8e8e for no address
elif pd.isnull(self.gdf['addr:street'][i]):
ec.append('#8e8e8e')
# #ffcf77 for renter houses
elif self.gdf['housetype'][i] == 0:
ec.append('#ffcf77')
# #ffcf77 for owner houses
elif self.gdf['housetype'][i] == 1:
ec.append('orange')
# blue coloe fo o.w., which means the model is not correct
else:
ec.append('blue')
# plot the original map before optimization
if x == None:
#ox.plot_buildings(self.gdf, figsize = (size,size) ,color = ec, bgcolor = "aliceblue")
# get gdf_proj
gdf_proj = ox.project_gdf(self.gdf)
# initial figure ground
fig, ax = ox.plot_figure_ground(address=self.address,
dist=self.radius,
network_type=network_type,
default_width=default_width,
bgcolor='#333333',
edge_color='w',
street_widths=street_widths,
save=False,
show=False,
close=True,
fig_length=size)
# plot the building
fig, ax = ox.plot_buildings(gdf_proj,
fig=fig,
ax=ax,
color=ec,
set_bounds=True,
save=True,
show=False,
close=True,
filename=name,
dpi=dpi)
# save image
Image('{}/{}.{}'.format(img_folder, name, extension),
height=image_size,
width=image_size)
return fig, ax
# after optimization
else:
# update color set
# if x == 1 or very close to 1 (tolerance)
ec_after = [
'mediumseagreen' if x[self.Houses[i]].X == 1.0
or abs(x[self.Houses[i]].X - 1.0) < 0.000001 else ec[i]
for i in xrange(len(self.Houses))
]
# get gdf_proj
gdf_proj = ox.project_gdf(self.gdf)
# initial figure ground
fig, ax = ox.plot_figure_ground(address=self.address,
dist=self.radius,
network_type=network_type,
default_width=default_width,
bgcolor='#333333',
edge_color='w',
street_widths=street_widths,
save=False,
show=False,
close=True,
fig_length=size)
# plot the building
fig, ax = ox.plot_buildings(gdf_proj,
fig=fig,
ax=ax,
color=ec_after,
set_bounds=True,
save=True,
show=False,
close=True,
filename=name,
dpi=dpi)
# save image
Image('{}/{}.{}'.format(img_folder, name, extension),
height=image_size,
width=image_size)
return fig, ax