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"""
Application to explore the difference between sasview 3.x orientation
dispersity and possible replacement algorithms.
"""
import matplotlib.pyplot as plt
import numpy as np
from matplotlib.widgets import CheckButtons, Slider
from numpy import cos, exp, radians, sin
def draw_sphere(ax, radius=10., steps=100):
u = np.linspace(0, 2 * np.pi, steps)
v = np.linspace(0, np.pi, steps)
x = radius * np.outer(np.cos(u), np.sin(v))
y = radius * np.outer(np.sin(u), np.sin(v))
z = radius * np.outer(np.ones(np.size(u)), np.cos(v))
ax.plot_surface(x, y, z, rstride=4, cstride=4, color='w')
def draw_mesh_current(ax, theta, dtheta, phi, dphi, radius=10., dist='gauss'):
theta = radians(theta)
phi = radians(phi)
dtheta = radians(dtheta)
dphi = radians(dphi)
# 10 point 3-sigma gaussian weights
t = np.linspace(-3., 3., 11)
if dist == 'gauss':
weights = exp(-0.5*t**2)
elif dist == 'rect':
weights = np.ones_like(t)
else:
raise ValueError("expected dist to be 'gauss' or 'rect'")
theta = theta + dtheta*t
phi = phi + dphi*t
x = radius * np.outer(cos(phi), cos(theta))
y = radius * np.outer(sin(phi), cos(theta))
z = radius * np.outer(np.ones_like(phi), sin(theta))
w = np.outer(weights, weights*abs(cos(theta)))
x,y,z,w = [v.flatten() for v in (x,y,z,w)]
ax.scatter(x, y, z, c=w, marker='o', vmin=0., vmax=1.0)
def draw_mesh_new(ax, theta, dtheta, phi, dphi, flow, radius=10., dist='gauss'):
theta_center = radians(90-theta)
phi_center = radians(phi)
flow_center = radians(flow)
dtheta = radians(dtheta)
dphi = radians(dphi)
# 10 point 3-sigma gaussian weights
t = np.linspace(-3., 3., 11)
if dist == 'gauss':
weights = exp(-0.5*t**2)
elif dist == 'rect':
weights = np.ones_like(t)
else:
raise ValueError("expected dist to be 'gauss' or 'rect'")
theta = dtheta*t
phi = dphi*t
x = radius * np.outer(cos(phi), cos(theta))
y = radius * np.outer(sin(phi), cos(theta))
z = radius * np.outer(np.ones_like(phi), sin(theta))
#w = np.outer(weights, weights*abs(cos(dtheta*t)))
w = np.outer(weights, weights*abs(cos(theta)))
x, y, z, w = [v.flatten() for v in (x,y,z,w)]
x, y, z = rotate(x, y, z, phi_center, theta_center, flow_center)
ax.scatter(x, y, z, c=w, marker='o', vmin=0., vmax=1.)
def rotate(x, y, z, phi, theta, psi):
R = rotation_matrix(psi, theta, phi)
p = np.vstack([x,y,z])
q = np.dot(R,p)
return q
def rotation_matrix(xa,ya,za):
Rz = [[cos(za), -sin(za), 0.],
[sin(za), cos(za), 0.],
[0., 0., 1.]]
Ry = [[cos(ya), 0., -sin(ya)],
[0., 1., 0.],
[sin(ya), 0., cos(ya)]]
Rx = [[1., 0., 0.],
[0., cos(xa), sin(xa)],
[0., -sin(xa), cos(xa)]]
R = np.dot(np.dot(Rz, Ry), Rx)
return R
def main():
plt.hold(True)
plt.set_cmap('gist_earth')
plt.clf()
#gs = gridspec.GridSpec(2,1,height_ratios=[4,1])
#ax = plt.subplot(gs[0], projection='3d')
ax = plt.axes([0.0, 0.2, 1.0, 0.8], projection='3d')
phi, dphi = -45., 3.
theta, dtheta = 70., 10.
flow = 0.
#dist = 'rect'
dist = 'gauss'
axcolor = 'lightgoldenrodyellow'
axphi = plt.axes([0.1, 0.1, 0.45, 0.04], axisbg=axcolor)
axtheta = plt.axes([0.1, 0.15, 0.45, 0.04], axisbg=axcolor)
sphi = Slider(axphi, 'Phi', -180, 180, valinit=phi)
stheta = Slider(axtheta, 'Theta', -180, 180, valinit=theta)
axdphi = plt.axes([0.75, 0.1, 0.15, 0.04], axisbg=axcolor)
axdtheta = plt.axes([0.75, 0.15, 0.15, 0.04], axisbg=axcolor)
sdphi = Slider(axdphi, 'dPhi', 0, 30, valinit=dphi)
sdtheta = Slider(axdtheta, 'dTheta', 0, 30, valinit=dtheta)
axflow = plt.axes([0.1, 0.05, 0.45, 0.04], axisbg=axcolor)
sflow = Slider(axflow, 'Flow', -180, 180, valinit=flow)
axusenew= plt.axes([0.75, 0.05, 0.15, 0.04], axisbg=axcolor)
susenew = CheckButtons(axusenew, ['New'], [True])
def update(val, axis=None):
phi, theta = sphi.val, stheta.val
dphi, dtheta = sdphi.val, sdtheta.val
flow = sflow.val
use_new = susenew.lines[0][0].get_visible()
ax.cla()
draw_sphere(ax)
if use_new:
draw_mesh_new(ax, theta=theta, dtheta=dtheta, phi=phi, dphi=dphi,
flow=flow, radius=11., dist=dist)
else:
draw_mesh_current(ax, theta=theta, dtheta=dtheta, phi=phi, dphi=dphi,
radius=11., dist=dist)
if not axis.startswith('d'):
ax.view_init(elev=90-theta if use_new else theta, azim=phi)
plt.gcf().canvas.draw()
stheta.on_changed(lambda v: update(v,'theta'))
sphi.on_changed(lambda v: update(v, 'phi'))
sdtheta.on_changed(lambda v: update(v, 'dtheta'))
sdphi.on_changed(lambda v: update(v, 'dphi'))
sflow.on_changed(lambda v: update(v, 'dflow'))
susenew.on_clicked(lambda v: update(v, 'use_new'))
update(None, 'phi')
plt.show()
if __name__ == "__main__":
main()
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