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nbody.py
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"""
N-body simulation.
Original version.
Runtime: 471.562210083 / 3 = 157.187403361s
"""
import timeit
PI = 3.14159265358979323
SOLAR_MASS = 4 * PI * PI
DAYS_PER_YEAR = 365.24
BODIES = {
'sun': ([0.0, 0.0, 0.0], [0.0, 0.0, 0.0], SOLAR_MASS),
'jupiter': ([4.84143144246472090e+00,
-1.16032004402742839e+00,
-1.03622044471123109e-01],
[1.66007664274403694e-03 * DAYS_PER_YEAR,
7.69901118419740425e-03 * DAYS_PER_YEAR,
-6.90460016972063023e-05 * DAYS_PER_YEAR],
9.54791938424326609e-04 * SOLAR_MASS),
'saturn': ([8.34336671824457987e+00,
4.12479856412430479e+00,
-4.03523417114321381e-01],
[-2.76742510726862411e-03 * DAYS_PER_YEAR,
4.99852801234917238e-03 * DAYS_PER_YEAR,
2.30417297573763929e-05 * DAYS_PER_YEAR],
2.85885980666130812e-04 * SOLAR_MASS),
'uranus': ([1.28943695621391310e+01,
-1.51111514016986312e+01,
-2.23307578892655734e-01],
[2.96460137564761618e-03 * DAYS_PER_YEAR,
2.37847173959480950e-03 * DAYS_PER_YEAR,
-2.96589568540237556e-05 * DAYS_PER_YEAR],
4.36624404335156298e-05 * SOLAR_MASS),
'neptune': ([1.53796971148509165e+01,
-2.59193146099879641e+01,
1.79258772950371181e-01],
[2.68067772490389322e-03 * DAYS_PER_YEAR,
1.62824170038242295e-03 * DAYS_PER_YEAR,
-9.51592254519715870e-05 * DAYS_PER_YEAR],
5.15138902046611451e-05 * SOLAR_MASS)}
def compute_deltas(x1, x2, y1, y2, z1, z2):
return (x1-x2, y1-y2, z1-z2)
def compute_b(m, dt, dx, dy, dz):
mag = compute_mag(dt, dx, dy, dz)
return m * mag
def compute_mag(dt, dx, dy, dz):
return dt * ((dx * dx + dy * dy + dz * dz) ** (-1.5))
def update_vs(v1, v2, dt, dx, dy, dz, m1, m2):
v1[0] -= dx * compute_b(m2, dt, dx, dy, dz)
v1[1] -= dy * compute_b(m2, dt, dx, dy, dz)
v1[2] -= dz * compute_b(m2, dt, dx, dy, dz)
v2[0] += dx * compute_b(m1, dt, dx, dy, dz)
v2[1] += dy * compute_b(m1, dt, dx, dy, dz)
v2[2] += dz * compute_b(m1, dt, dx, dy, dz)
def update_rs(r, dt, vx, vy, vz):
r[0] += dt * vx
r[1] += dt * vy
r[2] += dt * vz
def advance(dt):
'''
advance the system one timestep
'''
seenit = []
for body1 in BODIES.keys():
for body2 in BODIES.keys():
if (body1 != body2) and not (body2 in seenit):
([x1, y1, z1], v1, m1) = BODIES[body1]
([x2, y2, z2], v2, m2) = BODIES[body2]
(dx, dy, dz) = compute_deltas(x1, x2, y1, y2, z1, z2)
update_vs(v1, v2, dt, dx, dy, dz, m1, m2)
seenit.append(body1)
for body in BODIES.keys():
(r, [vx, vy, vz], m) = BODIES[body]
update_rs(r, dt, vx, vy, vz)
def compute_energy(m1, m2, dx, dy, dz):
return (m1 * m2) / ((dx * dx + dy * dy + dz * dz) ** 0.5)
def report_energy(e=0.0):
'''
compute the energy and return it so that it can be printed
'''
seenit = []
for body1 in BODIES.keys():
for body2 in BODIES.keys():
if (body1 != body2) and not (body2 in seenit):
((x1, y1, z1), v1, m1) = BODIES[body1]
((x2, y2, z2), v2, m2) = BODIES[body2]
(dx, dy, dz) = compute_deltas(x1, x2, y1, y2, z1, z2)
e -= compute_energy(m1, m2, dx, dy, dz)
seenit.append(body1)
for body in BODIES.keys():
(r, [vx, vy, vz], m) = BODIES[body]
e += m * (vx * vx + vy * vy + vz * vz) / 2.
return e
def offset_momentum(ref, px=0.0, py=0.0, pz=0.0):
'''
ref is the body in the center of the system
offset values from this reference
'''
for body in BODIES.keys():
(r, [vx, vy, vz], m) = BODIES[body]
px -= vx * m
py -= vy * m
pz -= vz * m
(r, v, m) = ref
v[0] = px / m
v[1] = py / m
v[2] = pz / m
def nbody(loops, reference, iterations):
'''
nbody simulation
loops - number of loops to run
reference - body at center of system
iterations - number of timesteps to advance
'''
# Set up global state
offset_momentum(BODIES[reference])
for _ in range(loops):
report_energy()
for _ in range(iterations):
advance(0.01)
print(report_energy())
if __name__ == '__main__':
print (timeit.timeit("nbody(100, 'sun', 20000)", setup = "from __main__ import nbody", number = 3))