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CRNS
cornish_pasdy
Commits
69dca56f
Commit
69dca56f
authored
1 year ago
by
Martin Schrön
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New feature to plot road types in OsmGraph
parent
ed694fb1
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corny/exdata/openstreetmap.py
+93
-35
93 additions, 35 deletions
corny/exdata/openstreetmap.py
with
93 additions
and
35 deletions
corny/exdata/openstreetmap.py
+
93
−
35
View file @
69dca56f
...
...
@@ -3,12 +3,36 @@ CoRNy exdata.OpenStreetMap
Get Data from OpenStreetMap
"""
import
numpy
as
np
from
corny
import
*
import
pandas
from
shapely.geometry
import
Point
,
Polygon
class
OsmGraph
:
road_colors
=
dict
(
footway
=
"
C7
"
,
mixed
=
"
black
"
,
path
=
"
C2
"
,
primary
=
"
C3
"
,
service
=
"
C8
"
,
track
=
"
C5
"
,
trunk
=
"
C4
"
,
trunk_link
=
"
C6
"
,
unclassified
=
"
#CCCCCC
"
,
motorway
=
"
red
"
,
motorway_link
=
"
pink
"
,
residential
=
"
C9
"
,
secondary
=
"
C1
"
,
tertiary
=
"
C0
"
,
road
=
"
#888888
"
,
primary_link
=
"
violet
"
,
secondary_link
=
"
plum
"
,
tertiary_link
=
"
thistle
"
,
none
=
"
white
"
)
def
__init__
(
self
,
network
=
"
rivers
"
,
bbox
=
None
):
self
.
network
=
"
none
"
...
...
@@ -19,7 +43,8 @@ class OsmGraph:
self
.
bbox
=
bbox
self
.
graph
=
None
self
.
shape
=
None
self
.
data
=
None
self
.
road_colors
=
OsmGraph
.
road_colors
def
download_graph
(
self
,
bbox
=
None
,
**
kwargs
):
"""
...
...
@@ -38,79 +63,92 @@ class OsmGraph:
return
(
self
)
def
make_shape
(
self
):
def
to_data
(
self
):
"""
Convert a graph to a
shape
Convert a graph to a
data
"""
if
self
.
graph
is
None
:
print
(
"
! OsmGraph: missing graph, use download_graph() first.
"
)
return
()
self
.
data
=
None
# print("! OsmGraph: missing graph, use download_graph() first.")
return
(
self
)
import
osmnx
as
ox
try
:
self
.
shape
=
ox
.
graph_to_gdfs
(
self
.
data
=
ox
.
graph_to_gdfs
(
self
.
graph
,
nodes
=
False
,
edges
=
True
,
fill_edge_geometry
=
True
)
except
:
self
.
shape
=
None
print
(
"
! OsmGraph: cannot convert network graph of %s.
"
%
self
.
network
)
self
.
data
=
None
#
print("! OsmGraph: cannot convert network graph of %s." % self.network)
return
(
self
)
def
get
(
self
):
graph_kw
=
dict
()
"""
Wrapper to generate river or road data
"""
if
self
.
network
==
"
rivers
"
:
graph_kw
=
dict
(
simplify
=
False
,
truncate_by_edge
=
True
,
retain_all
=
True
,
custom_filter
=
'
[
"
waterway
"
~
"
river
"
]
'
)
self
.
get_rivers
()
elif
self
.
network
==
"
roads
"
:
graph_kw
=
dict
(
simplify
=
True
,
truncate_by_edge
=
True
,
retain_all
=
True
)
self
.
get_roads
()
self
.
download_graph
(
self
.
bbox
,
**
graph_kw
)
self
.
make_shape
()
return
(
self
)
def
get_rivers
(
self
,
bbox
):
def
get_rivers
(
self
):
"""
Get
shape
of network graph of rivers
Get
data
of network graph of rivers
"""
self
.
download_graph
(
bbox
,
self
.
bbox
,
simplify
=
False
,
truncate_by_edge
=
True
,
retain_all
=
True
,
custom_filter
=
'
[
"
waterway
"
~
"
river
"
]
'
)
self
.
make_shape
()
return
(
self
.
shape
)
self
.
to_data
()
return
(
self
)
def
get_roads
(
self
,
bbox
):
def
get_roads
(
self
):
"""
Get
shape
of network graph of roads
Get
data
of network graph of roads
"""
self
.
download_graph
(
bbox
,
self
.
bbox
,
simplify
=
True
,
truncate_by_edge
=
True
,
retain_all
=
True
)
self
.
make_shape
()
return
(
self
.
shape
)
self
.
to_data
()
if
not
self
.
data
is
None
:
self
.
data
[
"
highway_str
"
]
=
""
for
i
,
row
in
self
.
data
.
iterrows
():
row
=
row
.
copy
()
if
isinstance
(
row
[
"
highway
"
],
list
):
if
'
primary
'
in
row
[
"
highway
"
]:
self
.
data
.
loc
[
i
,
'
highway_str
'
]
=
'
primary
'
elif
'
track
'
in
row
[
"
highway
"
]:
self
.
data
.
loc
[
i
,
'
highway_str
'
]
=
'
track
'
else
:
self
.
data
.
loc
[
i
,
'
highway_str
'
]
=
'
mixed
'
else
:
self
.
data
.
loc
[
i
,
'
highway_str
'
]
=
row
[
"
highway
"
]
# Unique list of road categories
self
.
road_categories
=
np
.
unique
(
self
.
data
[
"
highway_str
"
].
values
)
# Set every unknown road category to none
self
.
road_categories
=
[
r
if
r
in
OsmGraph
.
road_colors
else
"
none
"
for
r
in
self
.
road_categories
]
return
(
self
)
def
plot
(
self
,
ax
):
"""
Plotting routine for OsmGraphs. Expects ax.
"""
if
self
.
shape
is
None
:
if
self
.
data
is
None
:
print
(
"
! OsmGraph %s: Nothing to plot.
"
%
self
.
network
)
else
:
plot_kw
=
dict
()
...
...
@@ -125,9 +163,29 @@ class OsmGraph:
color
=
"
k
"
,
alpha
=
0.3
,
lw
=
1
,
ls
=
"
:
"
)
self
.
shape
.
plot
(
self
.
data
.
plot
(
ax
=
ax
,
**
plot_kw
)
def
plot_road_types
(
self
,
ax
,
legend_kw
=
dict
(
bbox_to_anchor
=
(
1.01
,
1
),
loc
=
'
upper left
'
,
frameon
=
False
)
):
"""
Plotting routine for OsmGraphs road types. Expects ax.
"""
if
self
.
data
is
None
or
self
.
network
!=
"
roads
"
:
print
(
"
! OsmGraph %s: Nothing to plot.
"
%
self
.
network
)
else
:
for
cat
in
self
.
road_categories
:
self
.
data
.
query
(
"'
%s
'
in highway_str
"
%
cat
).
plot
(
ax
=
ax
,
label
=
cat
,
color
=
self
.
road_colors
[
cat
],
lw
=
1
)
ax
.
legend
(
**
legend_kw
)
#######################################################
##### Automatic OSM Lookup from Overpass API
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