def edv(row):
geometry_sou = row['sou_feature']
geometry_tar = row['tar_feature']
if geometry_sou.geom_type == "Point" and geometry_tar.geom_type == 'Point':
distance = point_distance(geometry_sou, geometry_tar)
else:
# Obtain all the vertices of entities
if geometry_sou.geom_type == 'Polygon':
vertices1 = list(geometry_sou.exterior.coords)
else:
vertices1 = list(geometry_sou.coords)
vertices1 = MultiPoint(vertices1)
if geometry_tar.geom_type == 'Polygon':
vertices2 = list(geometry_tar.exterior.coords)
else:
vertices2 = list(geometry_tar.coords)
vertices2 = MultiPoint(vertices2)
distance = vertices1.distance(vertices2)
return distance
