from geopandas import GeoDataFrame, GeoSeries, read_file, datasets, overlay
from shapely.geometry import Polygon
class Countries:
param_names = ['op']
params = [('intersection', 'union', 'identity', 'symmetric_difference',
'difference')]
def setup(self, *args):
world = read_file(datasets.get_path('naturalearth_lowres'))
capitals = read_file(datasets.get_path('naturalearth_cities'))
countries = world[['geometry', 'name']]
countries = countries.to_crs('+init=epsg:3395')[
countries.name != "Antarctica"]
capitals = capitals.to_crs('+init=epsg:3395')
capitals['geometry'] = capitals.buffer(500000)
self.countries = countries
self.capitals = capitals
def time_overlay(self, op):
overlay(self.countries, self.capitals, how=op)
class Small:
param_names = ['op']
params = [('intersection', 'union', 'identity', 'symmetric_difference',
'difference')]
def setup(self, *args):
polys1 = GeoSeries([Polygon([(0, 0), (2, 0), (2, 2), (0, 2)]),
Polygon([(2, 2), (4, 2), (4, 4), (2, 4)])])
polys2 = GeoSeries([Polygon([(1, 1), (3, 1), (3, 3), (1, 3)]),
Polygon([(3, 3), (5, 3), (5, 5), (3, 5)])])
df1 = GeoDataFrame({'geometry': polys1, 'df1': [1, 2]})
df2 = GeoDataFrame({'geometry': polys2, 'df2': [1, 2]})
self.df1, self.df2 = df1, df2
def time_overlay(self, op):
overlay(self.df1, self.df2, how=op)