draw method

Se verifica su funcionamiento para todas todas todas las graficas. Plottear no tarda nada, ver unit disk Time: 0.35030198097229004s

import proximitygraphs as pg
import time

uniform_sphere = pg.SetPoints.uniform_sphere(n=1000, seed=0)
uniform_sphere.draw()

(<Figure size 600x600 with 1 Axes>, <Axes: title={'center': 'SetPoints'}>)

\(\gamma\)-graph

start = time.time()
H = pg.Gamma_Graph(uniform_sphere, gamma0=0.5, gamma1=0.5, closed=True, block_size=128)
H.draw(details=True)
end = time.time()

print(f"Time: {end - start}s")

Time: 0.08372664451599121s

start = time.time()
H = pg.Gamma_Graph(uniform_sphere, gamma0=-0.1, gamma1=-0.1)
H.draw(details=True)
end = time.time()

print(f"Time: {end - start}s")

Time: 21.22017002105713s

Delaunay Triangulation

start = time.time()
H = pg.DelaunayG(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.08202934265136719s

Convex Hull

start = time.time()
H = pg.Convex_Hull(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.012156963348388672s

\(\alpha\)-shape

start = time.time()
H = pg.Alpha_Shape(uniform_sphere, alpha=-5)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.02362799644470215s

\(\alpha\)-hull

start = time.time()
H = pg.Alpha_Hull(uniform_sphere, alpha=-5, n_points_per_arc=50)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.027238130569458008s

\(\beta\)-skeleton con \(\beta \in [0, \infty)\)

start = time.time()
H = pg.Beta_Skeleton(uniform_sphere, beta=0.99, type_region='intersection')
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 27.534096717834473s

start = time.time()
H = pg.Beta_Skeleton(uniform_sphere, beta=20, type_region='lune')
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.22568082809448242s

Gabriel Graph

start = time.time()
H = pg.GG(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.1515514850616455s

Relative Neighborhood Graph

start = time.time()
H = pg.RNG(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.22647857666015625s

MST

start = time.time()
H = pg.MST(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.03305697441101074s

Stepping Stone

start = time.time()
H = pg.Stepping_Stone(uniform_sphere, d=3, k=3)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.2618544101715088s

NNG

start = time.time()
H = pg.NNG(uniform_sphere, k=2)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.025710105895996094s

Sigma Graph

start = time.time()
H = pg.Sigma_Graph(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 14.410646438598633s

Unit Disk

start = time.time()
H = pg.Unit_Disk(uniform_sphere, dist_max=0.2)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.35030198097229004s

SIG

start = time.time()
H = pg.SIG(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.28902506828308105s

Eliptic GG

start = time.time()
H = pg.Elliptic_GabrielG(uniform_sphere)
H.draw(details=True)
end = time.time()

print(f"Time: {end-start}s")

Time: 0.2631106376647949s

Custom kwargs

H.draw(
    v_kwargs={"marker": "x", "zorder": 3, "s": 20, "alpha": 0.6},
    e_kwargs={"linestyle": "--"},
    fig_kwargs={"facecolor": "none"},
    title_kwargs={"loc": "left", "fontsize": 16},
)

(<Figure size 600x600 with 1 Axes>,
 <Axes: title={'left': 'Elliptic Gabriel Graph'}>)