Files
PBSwissMX/python/helicalscan.py

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Python
Executable File

#!/usr/bin/env python
# *-----------------------------------------------------------------------*
# | |
# | Copyright (c) 2017 by Paul Scherrer Institute (http://www.psi.ch) |
# | |
# | Author Thierry Zamofing (thierry.zamofing@psi.ch) |
# *-----------------------------------------------------------------------*
'''
tools to setup and execute a helical scan of a cristal
motors CX CZ RY FY
7 8 1 2
Mot 1: Rotation stage LS Mecapion MDM-DC06DNC0H 32 poles = 1 rev = 16*2048=32768 phase_step
Mot 2: Stage Y Parker MX80L D11 25mm one pole cycle = 13mm = 2048 phase_step
Mot 3: Stage X Parker MX80L D11 25mm one pole cycle = 13mm = 2048 phase_step
Mot/Enc 4: camera base plate X
Mot/Enc 5: camera base plate Y
Mot 6: Backlight 2.3A
Mot 7: Stada Stepper: 670mA 200 poles 1 rev = 100*2048 phase_step (2 stepper motor)
Mot 8: Stada Stepper: 670mA 200 poles 1 rev = 100*2048 phase_step (2 stepper motor)
verbose bits:
#1 basic info
#2 plot sorting steps
4 list program
#4 upload progress
#8 plot gather path
'''
import os, sys, json,re
import numpy as np
import matplotlib as mpl
import matplotlib.pyplot as plt
import mpl_toolkits.mplot3d as plt3d
import matplotlib.animation as anim
from matplotlib.widgets import Slider
import subprocess as sprc
from utilities import *
import telnetlib
d2r=2*np.pi/360
#ax.set_xlabel('Z');ax.set_ylabel('X');ax.set_zlabel('Y')
#plot coordinates: X Y Z
#data Z X Y
class Trf:
#https://stackoverflow.com/questions/6802577/python-rotation-of-3d-vector
@staticmethod
def rotZ(rad):
""" Return matrix for rotating about the z-axis by 'radians' radians """
c = np.cos(rad)
s = np.sin(rad)
m=np.identity(4)
m[0:2,0:2]=((c, -s),(s, c))
return m
@staticmethod
def rotY(rad):
""" Return matrix for rotating about the z-axis by 'radians' radians """
c = np.cos(rad)
s = np.sin(rad)
m=np.identity(4)
m[np.ix_((0,2),(0,2))]=((c, s),(-s, c))
return m
@staticmethod
def trans(x,y,z):
m=np.identity(4)
m[0:3, 3] =(x,y,z)
return m
class HelicalScan:
def __init__(self,args):
if args.cfg:
fh=open(args.cfg,'r')
s=fh.read()
cfg=json.loads(s, object_hook=ConvUtf8)
s=json.dumps(cfg, indent=2, separators=(',', ': '));print(s)
else:
fn='/tmp/shapepath4'
#fn='/home/zamofing_t/Documents/prj/SwissFEL/epics_ioc_modules/ESB_MX/python/data/'+time.strftime('%y-%m-%d-%H_%M_%S')
#cfg = {"sequencer": ['gen_grid_points(w=5,h=5,pitch=100,rnd=0.4)', 'sort_points()','gen_prog(file="'+fn+'.prg",host="SAR-CPPM-EXPMX1",mode=1,pt2pt_time=10,cnt=1)', 'plot_gather("'+fn+'.npz")']}
#cfg = {"sequencer": ['test_find_rot_ctr()']}
#cfg = {"sequencer": ['test_find_rot_ctr(n=5. ,per=1.,bias=2.31,ampl=4.12,phi=24.6)']}
cfg = {"sequencer": ['test_coord_trf()']}
self.cfg=dotdict(cfg)
self.args=args
def sequencer(self):
print('args='+str(self.args))
print('cfg='+str(self.cfg))
#try:
# self.points=np.array(self.cfg.points)
#except AttributeError:
# pass
try:
sequencer= self.cfg.pop('sequencer')
except KeyError:
print('no command sequence to execute')
else:
dryrun=self.args.dryrun
for cmd in sequencer:
print('>'*5+' '+cmd+' '+'<'*5)
if not dryrun:
eval('self.' + cmd)
@staticmethod
def test_find_rot_ctr(n=3.,per=1.,bias=4.1,ampl=2.4,phi=37):
# find the rotation center, amplitude out of n (niminum 3) measurements
# n number of equidistant measurements
# per number of periods (full rotation of all measurements nut be a interger value for precise measurements)
# phi phase
# bias bias value
# ampl amplitude
t = np.arange(n)
w=2*np.pi*per/n*t
y=ampl*np.cos(w+phi*d2r)+bias
plt.figure(1)
plt.subplot(311)
plt.plot(t,y,'b.-')
plt.subplot(312)
f = np.fft.fft(y)
plt.step(t, f.real,'b.-', t, f.imag,'r.-', where='mid')
(bias,ampl,phase)=HelicalScan.meas_rot_ctr(y, per)
print('bias: '+str(bias))
print('amplitude: '+str(ampl))
print('phase: '+str(phase*360./2/np.pi))
plt.subplot(313)
t2 = np.linspace(0,2*np.pi,64)
y2=ampl*np.cos(t2+phase)+bias
plt.plot(t2,y2,'g-')
plt.stem(w,y,'b-')
plt.show()
pass
def test_coord_trf(self):
param = self.param
cx, cz, w, fy, = (0.2,0.3,0.1,0.4)
#cx, cz, w, fy, = (10.,20,3.,40)
print 'input : cx:%.6g cz:%.6g w:%.6g fy:%.6g' % (cx,cz,w/d2r*1000.,fy)
(dx,dz,w,y) = self.fwd_transform(cx,cz,w,fy)
print 'fwd_trf: dx:%.6g dz:%.6g w:%.6g fy:%.6g' % (dx,dz,w/d2r*1000.,y)
(cx,cz,w,fy) = self.inv_transform(dx,dz,w,y)
print 'inv_trf: cx:%.6g cz:%.6g w:%.6g fy:%.6g' % (cx,cz,w/d2r*1000.,fy)
dx, dz, w, y, = (0.2,0.3,0.1,0.4)
#dx, dz, w, y, = (10.,20,3.,40)
print 'input : dx:%.6g dz:%.6g w:%.6g fy:%.6g' % (dx,dz,w/d2r*1000.,y)
(cx,cz,w,fy) = self.inv_transform(dx,dz,w,y)
print 'inv_trf: cx:%.6g cz:%.6g w:%.6g fy:%.6g' % (cx,cz,w/d2r*1000.,fy)
(dx,dz,w,y) = self.fwd_transform(cx,cz,w,fy)
print 'fwd_trf: dx:%.6g dz:%.6g w:%.6g fy:%.6g' % (dx,dz,w/d2r*1000.,y)
# plt.ion()
# fig = plt.figure()
# a=anim.FuncAnimation(fig,self.my_anim_func3,100,fargs=(horig,pt),interval=20,blit=False)
# plt.show()
# def my_anim_func3(self,idx):
# self.hCrist,pt=self.pltCrist(cx=0,ty=0,cz=0,w=10*idx*d2r,h=self.hCrist)
def mpl_test(self):
plt.ion()
fig = plt.figure()
ax = fig.add_axes([.2, .05, .75, .90])
x=np.arange(0,2*np.pi,.1)
y=np.sin(x)
h=ax.plot(x,y)
# ax.set_position([.2,.05,.75,.90])
#ax2 = ax.twinx()
ax2 = fig.add_axes([.2, .05, .75, .90],sharex=ax)
ax2.set_position([.1,.05,.75,.90])
ax2.spines['top'].set_visible(False)
ax2.spines['bottom'].set_visible(False)
ax2.xaxis.set_visible(False)
ax2.patch.set_visible(False)
y2=y+.1*np.random.random(y.shape)
h+=ax2.plot(x,y2,'g')
ax2.set_position(ax.get_position())
ax2.set_ylabel('mylbl', color='r')
ax2.tick_params(axis='y', colors='b')
ax2.spines['left'].set_position(('axes',-.1))
plt.legend(handels=h)
pass
def show_vel(self):
rec=self.rec
fig = plt.figure()
#y = np.diff(rec[:, 2])
y = np.diff(rec,axis=0)
mx=y.max(0)
mn=y.min(0)
scl=np.maximum(mx,-mn)
scl=np.where(scl==0, 1, scl) # replace 0 by 1
y/=scl
x = np.arange(0, y.shape[0]);
x= x.reshape(-1,1).dot(np.ones((1,y.shape[1])))
lbl=('cx','cz','w','fy')
#plt.plot(x, y,label=lbl)
for i in range(y.shape[1]):
plt.plot(x[:,i], y[:,i],label=lbl[i])
plt.legend()
def show_pos(self):
rec=self.rec
y = rec
#plt.ion()
fig = plt.figure(figsize=(20,6))
c='bgrc'
lbl=('cx','cz','w','fy')
dx=.25/len(lbl)
for i in range(rec.shape[1]):
if i==0:
ax = fig.add_axes([.2, .05, .75, .90])
axl =[ax,]
else:
ax = fig.add_axes(axl[0].get_position(), sharex=ax)
ax.spines['top'].set_visible(False)
ax.spines['bottom'].set_visible(False)
ax.xaxis.set_visible(False)
ax.patch.set_visible(False)
ax.spines['left'].set_position(('axes', -dx*i))
axl.append(ax)
ax.set_ylabel(lbl[i], color=c[i])
ax.tick_params(axis='y', colors=c[i])
x = np.arange(0, y.shape[0]);
h=[]
for i in range(rec.shape[1]):
h+=axl[i].plot(x, y[:,i],c[i],label=lbl[i])
plt.legend(handles=h)
cid = fig.canvas.mpl_connect('motion_notify_event', self.onmove)
fig.obj=self
fig.data=y
@staticmethod
def onmove(event):
#print 'button=%s, x=%d, y=%d, xdata=%f, ydata=%f'%(
# event.button, event.x, event.y, event.xdata, event.ydata)
obj = event.canvas.figure.obj
data = event.canvas.figure.data
if(event.xdata):
idx=round(event.xdata)
msg='%d: cx:%.3f cz:%.3f w:%.1f fy:%.3f'%((idx,)+tuple(data[idx,:]))
#print msg
event.canvas.toolbar.set_message(msg)
def interactive_cx_cz_w_fy(self):
fig = plt.figure()
self.manip=False#True#False
self.ax=ax=plt3d.Axes3D(fig,[0.02, 0.15, 0.96, 0.83])
ax.set_xlabel('Z');ax.set_ylabel('X');ax.set_zlabel('Y')
ax.view_init(elev=14., azim=10)
param=self.param
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
ctr=param[:,0:3].mean(0)[::-1]
self.axSetCenter(ctr,param[0,3]+param[1,3])
axCx=plt.axes([0.1, 0.01, 0.8, 0.02])
axCz=plt.axes([0.1, 0.04, 0.8, 0.02])
axW =plt.axes([0.1, 0.07, 0.8, 0.02])
axFy=plt.axes([0.1, 0.10, 0.8, 0.02])
if self.manip:
lz=ax.get_xlim()
lx=ax.get_ylim()
ly=ax.get_zlim()
else:
lx = ly=lz=[-5,5]
self.sldCx=sCx=Slider(axCx, 'cx', lx[0], lx[1], valinit=(lx[0]+lx[1])/2.)
self.sldCz=sCz=Slider(axCz, 'cz', lz[0], lz[1], valinit=(lz[0]+lz[1])/2.)
self.sldW =sW =Slider(axW, 'ang', -180., 180.0, valinit=0)
self.sldFy=sFy=Slider(axFy, 'fy', ly[0], ly[1], valinit=(ly[0]+ly[1])/2.)
sCx.on_changed(self.update_cx_cz_w_fy)
sCz.on_changed(self.update_cx_cz_w_fy)
sW.on_changed(self.update_cx_cz_w_fy)
sFy.on_changed(self.update_cx_cz_w_fy)
hCrist,pt=self.pltCrist()
self.hCrist=hCrist;self.fig=fig
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
p=np.ndarray((param.shape[0], 3))
for i in range(2):
(z_i, y_i, x_i, r_i, phi_i)=param[i]
p[i,0]=x_i+r_i*np.sin(phi_i) # x= x_i+r_i*cos(phi_i+w)+cx
p[i,1]=y_i # y= y_i
p[i,2]=z_i+r_i*np.cos(phi_i) # z= z_i+r_i*sin(phi_i*w)
print p
ofs=(p[1]+p[0])/2. # = center of the cristal
m=Trf.trans(*ofs); self.hOrig=self.pltOrig(m)
plt.show()
def update_cx_cz_w_fy(self,val):
cx = self.sldCx.val
cz = self.sldCz.val
w = self.sldW.val
fy = self.sldFy.val
if self.manip:
param = self.param
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
p = np.ndarray((param.shape[0], 3))
for i in range(2):
(z_i, y_i, x_i, r_i, phi_i) = param[i]
p[i, 0] = x_i + r_i * np.cos(phi_i) # x= x_i+r_i*cos(phi_i+w)+cx
p[i, 1] = y_i # y= y_i
p[i, 2] = z_i + r_i * np.sin(phi_i) # z= z_i+r_i*sin(phi_i*w)
print p
ofs = (p[1] + p[0]) / 2. # = center of the cristal
m = Trf.trans(cx,fy,cz)
m= m.dot(Trf.rotY(w*d2r))
self.hOrig = self.pltOrig(m,self.hOrig)
else:
self.hCrist,pt=self.pltCrist(cx,cz,w*d2r,fy,self.hCrist)
#l.set_ydata(amp * np.sin(2 * np.pi * freq * t))
self.fig.canvas.draw_idle()
def interactive_dx_dz_w_y(self):
fig = plt.figure()
self.ax=ax=plt3d.Axes3D(fig,[0.02, 0.15, 0.96, 0.83])
ax.set_xlabel('Z');ax.set_ylabel('X');ax.set_zlabel('Y')
ax.view_init(elev=14., azim=10)
param=self.param
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
ctr=(0,0,0)
self.axSetCenter(ctr,param[0,3]+param[1,3])
axDx=plt.axes([0.1, 0.01, 0.8, 0.02])
axDz=plt.axes([0.1, 0.04, 0.8, 0.02])
axW =plt.axes([0.1, 0.07, 0.8, 0.02])
axY =plt.axes([0.1, 0.10, 0.8, 0.02])
lx=[-1,1];ly=[0,1];lz=[-1,1]
ly = param[:,1]
self.sldDx=sDx=Slider(axDx, 'dx', lx[0], lx[1], valinit=(lx[0]+lx[1])/2.)
self.sldDz=sDz=Slider(axDz, 'dz', lz[0], lz[1], valinit=(lz[0]+lz[1])/2.)
self.sldW =sW =Slider(axW, 'ang', -180., 180.0, valinit=0)
self.sldY =sY =Slider(axY, 'y', ly[0], ly[1], valinit=(ly[0]+ly[1])/2.)
sDx.on_changed(self.update_dx_dz_w_y)
sDz.on_changed(self.update_dx_dz_w_y)
sW.on_changed(self.update_dx_dz_w_y)
sY.on_changed(self.update_dx_dz_w_y)
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
p=np.ndarray((param.shape[0], 3))
for i in range(2):
(z_i, y_i, x_i, r_i, phi_i)=param[i]
p[i,0]=x_i+r_i*np.sin(phi_i) # x= x_i+r_i*cos(phi_i+w)+cx
p[i,1]=y_i # y= y_i
p[i,2]=z_i+r_i*np.cos(phi_i) # z= z_i+r_i*sin(phi_i*w)
ofs=(p[1]+p[0])/2. # = center of the cristal
print 'p, ofs',p,ofs
m=Trf.trans(0,0,0); self.hOrig=self.pltOrig(m)
hCrist,pt=self.pltCrist(cx=-ofs[0],fy=-ofs[1],cz=-ofs[2])
self.hCrist=hCrist;self.fig=fig
plt.show()
def update_dx_dz_w_y(self,val):
dx = self.sldDx.val
dz = self.sldDz.val
w = self.sldW.val
y = self.sldY.val
w=w*d2r
(cx,cz,w,fy)=self.inv_transform(dx,dz,w,y)
#print (cx,cz,w,fy)
self.hCrist,pt=self.pltCrist(-cx,-cz,w,-fy,self.hCrist)
self.fig.canvas.draw_idle()
def interactive_anim(self):
fig = plt.figure()
self.ax=ax=plt3d.Axes3D(fig,[0.02, 0.15, 0.96, 0.83])
ax.set_xlabel('Z');ax.set_ylabel('X');ax.set_zlabel('Y')
ax.view_init(elev=14., azim=10)
param=self.param
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
ctr=(0,0,0)
self.axSetCenter(ctr,param[0,3]+param[1,3])
axFrm=plt.axes([0.1, 0.01, 0.8, 0.02])
lx=[-1,1];ly=[0,1];lz=[-1,1]
ly = param[:,1]
self.sldFrm=sFrm=Slider(axFrm, 'frm', 0, self.rec.shape[0]-1, valinit=0)
sFrm.on_changed(self.update_anim)
m=Trf.trans(0,0,0); self.hOrig=self.pltOrig(m)
self.hCrist=None
self.fig=fig
animCnt=100
self.step=self.rec.shape[0]/animCnt
#a = anim.FuncAnimation(fig, self.anim_gather_data, animCnt, fargs=(), interval=20, repeat=False, blit=False)
self.update_anim(0)
plt.show()
pass
def update_anim(self,frm):
(cx, cz, w, fy)=self.rec[int(frm),:]
#data/=. #scale from um to mm
w*=d2r/1000 # scale from deg to rad
#print (cx,cz,w,fy)
self.hCrist,pt=self.pltCrist(-cx,-cz,w,-fy,self.hCrist)
self.fig.canvas.draw_idle()
def anim_gather_data(self,idx):
(cx, cz, w, fy)=self.rec[int(idx*self.step),:]
w*=d2r/1000 # scale from deg to rad
self.hCrist,pt=self.pltCrist(-cx,-cz,w,-fy,self.hCrist)
#data=self.rec[int(idx*self.step),:]
#self.hCrist,pt=self.pltCrist(*data,h=self.hCrist)
def save_rec(self,fn_npz='/tmp/helicalscan.npz'):
param= self.param
meta= self.meta
points = self.points # target points
rec = self.rec
np.savez_compressed(fn_npz, rec=rec, points=points, param=param, meta=meta)
def load_rec(self,fn_npz='/tmp/helicalscan.npz'):
try:
fh=np.load(fn_npz)
except IOError as e:
sys.stderr.write('Unable to open File: '+fn_npz+'\n')
else:
pass
s='content of numpy file: '+fn_npz+'\n'
for k,v in fh.iteritems():
s+=' '+k+': '+str(v.dtype)+' '+str(v.shape)+'\n'
setattr(self,k,v)
print s
def fwd_transform(self,cx,cz,w,fy):
#cx,cy: coarse stage
#input: cx,cz,w,fy
#output: dx,dz,w,y
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
param=self.param
p=np.ndarray((param.shape[0], 3))
for i in range(2):
(z_i, y_i, x_i, r_i, phi_i)=param[i]
p[i,0]=x_i+r_i*np.sin(phi_i+w) # x= x_i+r_i*cos(phi_i+w)+cx
p[i,1]=y_i # y= y_i
p[i,2]=z_i+r_i*np.cos(phi_i+w) # z= z_i+r_i*sin(phi_i*w)
v=p[1]-p[0]
#for y = 0..1:
#v=v*y
#for y = y_0..y_1:
y_0=param[0,1];y_1=param[1,1];v=v*(fy-y_0)/(y_1-y_0)
v=v+p[0]
dx=cx-v[0]
dz=cz-v[2]
y=v[1]
res=(dx,dz,w,y)
return res
def inv_transform(self,dx,dz,w,y):
#input: dx,dz,w,y
#output: cx,cz,w,fy
#dx,dy: deviation from cristal center line
param=self.param
p=np.ndarray((param.shape[0], 3))
for i in range(2):
(z_i, y_i, x_i, r_i, phi_i)=param[i]
p[i,0]=x_i+r_i*np.sin(phi_i+w) # x= x_i+r_i*cos(phi_i+w)+cx
p[i,1]=y_i # y= y_i
p[i,2]=z_i+r_i*np.cos(phi_i+w) # z= z_i+r_i*sin(phi_i*w)
v=p[1]-p[0]
#for y = 0..1:
#v=v*y
#for y = y_0..y_1:
y_0=param[0,1];y_1=param[1,1];v=v*(y-y_0)/(y_1-y_0)
v=v+p[0]
cx=dx+v[0]
cz=dz+v[2]
fy=v[1]
res=(cx,cz,w,fy)
return res
def calcParam(self):
n = 3.;
per = 1.;
w = 2 * np.pi * per / n * np.arange(n)
p = ((2.3, .71, 4.12, 10.6 * d2r),(6.2, .45, 3.2, 45.28 * d2r)) # (y, bias, ampl, phi)
self.param = param = np.ndarray((len(p), 5))
z = 14.5 # fix z position
for i in range(2):
(y, bias, ampl, phi) = p[i]
x = ampl * np.cos(w + phi) + bias
print('yMeas_%d=' % i + str(y) + ' xMeas_%d=' % i + str(x))
# param[i]=(z_i, y_i, x_i, r_i,phi_i)
param[i, 0] = z
param[i, 1] = y
param[i, 2:] = HelicalScan.meas_rot_ctr(x) # (bias,ampl,phase)
(bias, ampl, phase) = param[i][2:]
print param
def pltOrig(self,m,h=None):
ax=self.ax
# m is a 4x4 matrix. the transformed matrix
idx=(2,0,1)
r=m[idx,0] #1st
g=m[idx,1] #2nd
b=m[idx,2] #3rd
o=m[idx,3] #origin
lines = np.ndarray((3, 2, 3)) # numlines, points, xyz
lines[:, 0, :] = o
lines[0, 1, :] = o + r
lines[1, 1, :] = o + g
lines[2, 1, :] = o + b
if h is None:
lseg = tuple(lines)
col=('r','g','b')
hlc = plt3d.art3d.Line3DCollection(lseg, colors=col, linewidths=2) # , *args[argi:], **kwargs)
ax.add_collection(hlc)
return hlc
else:
h.set_segments(lines)
return h
def pltCrist(self,cx=0,cz=0,w=0,fy=0,h=None):
#h are the handles
ax = self.ax
param = self.param
pt = np.ndarray((4, 3))
if h is None:
h=[] #handels
for i in range(2):
(z, y, x, r, phi) = param[i]
x+=cx;y+=fy;z+=cz;phi+=w
pt[i] = (z, x, y)
pt[i + 2] = (z + r * np.cos(phi), x + r * np.sin(phi), y)
obj = mpl.patches.Circle((z, x), r, facecolor=mpl.colors.colorConverter.to_rgba('y', alpha=0.2))
h1=ax.add_patch(obj)
h2=plt3d.art3d.pathpatch_2d_to_3d(obj, z=y, zdir="z")
#print h1._segment3d
h.append(obj)
#hs=ax.scatter(pt[:, 2], pt[:, 0], pt[:, 1])
hs=ax.plot(pt[:, 0], pt[:, 1], pt[:, 2],'.')
hp=ax.plot(pt[2:, 0], pt[2:, 1], pt[2:, 2])
h+=(hs[0],hp[0])
if hasattr(self,'points'):
lines = self.get_meas_lines(pt,cx,cz,fy,w)
p=tuple(lines[:,0,:].T)
hl =plt3d.art3d.Line3D(*p,color='r',marker='.')#, *args[argi:], **kwargs)
ax.add_artist(hl);h.append(hl)
lseg=tuple(lines)
col=(mpl.colors.colorConverter.to_rgba('r'),)*len(lseg)
hlc=plt3d.art3d.Line3DCollection(lseg,colors=col)#, *args[argi:], **kwargs)
ax.add_collection(hlc);h.append(hlc)
else:
for i in range(2):
(z, y, x, r, phi) = param[i]
x+=cx;y+=fy;z+=cz;phi+=w
pt[i] = (z, x, y)
pt[i + 2] = (z + r * np.cos(phi), x + r * np.sin(phi), y)
h[i].remove()
obj = mpl.patches.Circle((z, x), r, facecolor=mpl.colors.colorConverter.to_rgba('y', alpha=0.2))
ax.add_patch(obj)
plt3d.art3d.pathpatch_2d_to_3d(obj, z=y, zdir="z")
h[i]=obj
h[2].set_data(pt[:, 0], pt[:, 1])#, pt[:, 1]))
h[2].set_3d_properties(pt[:, 2])
h[3].set_data(pt[2:, 0], pt[2:, 1])#, pt[:, 1]))
h[3].set_3d_properties(pt[2:, 2])
if hasattr(self,'points'):
lines = self.get_meas_lines(pt,cx,cz,fy,w)
hl=h[4]
#hl.set_data(lines[:,0,0], lines[:,0,1]) # , pt[:, 1]))
#hl.set_3d_properties(lines[:,0,2])
p=tuple(lines[:,0,:].T)
hl._verts3d=p;hl.stale=True
hlc=h[5]
hlc.set_segments(lines)
return (h,pt)
def get_meas_lines(self,pt,cx,cz,fy,w):
param = self.param
pts = self.points
dx_ = pts[:, 0] # add 0.2 to test
dz_ = pts[:, 1] # add 0.2 to test
w_ = pts[:, 2] * (d2r / 1000.)
y_ = pts[:, 3]
# self.inv_transform(self, dx, dz, w, y):
f = (pts[:, 3] - param[0, 1]) / (param[1, 1] - param[0, 1])
lines = np.ndarray((pts.shape[0], 2, 3))
ofx=dx_*-np.sin(w-w_)+dz_*np.cos(w-w_) # 0.2=dx
ofy=dx_*np.cos(w-w_)+dz_*np.sin(w-w_)
lines[:, 0, 0] = pt[2, 0] + (pt[3, 0] - pt[2, 0]) * f +ofx # z data
lines[:, 0, 1] = pt[2, 1] + (pt[3, 1] - pt[2, 1]) * f +ofy # x data
lines[:, 0, 2] = pts[:, 3] + fy # y data
lines[:, 1, 0] = lines[:, 0, 0] + np.cos(w-w_)*.1
lines[:, 1, 1] = lines[:, 0, 1] + np.sin(w-w_)*.1
lines[:, 1, 2] = lines[:, 0, 2]
return lines
@staticmethod
def meas_rot_ctr(y,per=1):
# find the amplitude bias and phase of an equidistant sampled sinus
# it needs at least 3 measurements e.g. at 0,120 240 deg or 0 90 180 270 deg
# per is the number of persiods, default is 1 period =360 deg
n=len(y)
f = np.fft.fft(y)
idx=int(per)
bias=np.absolute(f[0]/n)
phase=np.angle(f[idx])
ampl=np.absolute(f[idx])*2/n
return (bias,ampl,phase)
def axSetCenter(self,v,l):
ax=self.ax
#v=center vector, l= length of each axis
l2=l/2.
ax.set_xlim(v[2]-l2, v[2]+l2);
ax.set_ylim(v[0]-l2, v[0]+l2);
ax.set_zlim(v[1]-l2, v[1]+l2)
def gen_coord_trf_code(self):
param=self.param
prg = []
prg.append('''
// Set the motors as inverse kinematic axes in CS 1
//motors CX CZ RY FY
// 4 5 3 1
&1
a
#4->0
#5->0
#3->0
#1->0
#4->I
#5->I
#3->I
#1->I
open forward
define(qCX='L4', qCZ='L5', qW='L3', qFY='L1')
define(DX='C6', DZ='C8', W='C1', Y='C7')
//coord X Z B Y
define(p0_x='L10', p0_y='L11', p0_z='L12')
define(p1_x='L13', p1_y='L14', p1_z='L15')
define(scale='L16')
//send 1"fwd_inp(%f) %f %f %f %f\\n",D0,qCX,qCZ,qW,qFY''')
for i in range(2):
#https://stackoverflow.com/questions/3471999/how-do-i-merge-two-lists-into-a-single-list
l=[j for i in zip((i,) * param.shape[1], list(param[i])) for j in i]
prg.append(" define(z_%i=%g, y_%i=%g, x_%i=%g, r_%i=%g, phi_%i=%g)"%tuple(l))
prg.append(" W=qW")
prg.append(" qW=qW*%g"%(d2r/1000.)) #scale from 1000*deg to rad
prg.append('''
p0_x=x_0+r_0*sin(phi_0+qW)
p1_x=x_1+r_1*sin(phi_1+qW)
p0_y=y_0
p1_y=y_1
p0_z=z_0+r_0*cos(phi_0+qW)
p1_z=z_1+r_1*cos(phi_1+qW)
scale=(qFY-(y_0))/(y_1-(y_0))
p0_x=p0_x+scale*(p1_x-p0_x)
p0_y=p0_y+scale*(p1_y-p0_y)
p0_z=p0_z+scale*(p1_z-p0_z)
DX=qCX-p0_x
DZ=qCZ-p0_z
Y=qFY
//send 1"fwd_res %f %f %f %f\\n",DX,DZ,W,Y
//P1001+=1
D0=$000001c2; //B=$2 X=$40 Y=$80 Z=$100 hex(2+int('40',16)+int('80',16)+int('100',16)) -> 0x1c2
close
''')
prg.append('''
open inverse
//coord X Z B Y
define( DX='C6' , DZ='C8' , W='C1', Y='C7')
define(vDX='C38', vDZ='C40', vW='C33', vY='C39')
//motor q4 q5 q3 q1
define( qCX='L4', qCZ='L5', qW='L3', qFY='L1')
define(vqCX='R4', vqCZ='R5', vqW='R3', vqFY='R1')
define(p0_x='L10', p0_y='L11', p0_z='L12')
define(p1_x='L13', p1_y='L14', p1_z='L15')
define(p_x='L16', p_y='L17', p_z='L18')
define(sclY='L19')
define(scl='L20')
//if(D0>0)
// send 1"inv_inp(%f) %f:%f %f:%f %f:%f %f:%f\\n",D0,DX,vDX,DZ,vDZ,W,vW,Y,vY
//else
// send 1"inv_inp(%f) %f %f %f %f\\n",D0,DX,DZ,W,Y''')
for i in range(2):
# https://stackoverflow.com/questions/3471999/how-do-i-merge-two-lists-into-a-single-list
l = [j for i in zip((i,) * param.shape[1], list(param[i])) for j in i]
prg.append(" define(z_%i=%g, y_%i=%g, x_%i=%g, r_%i=%g, phi_%i=%g)" % tuple(l))
prg.append(" qW=W")
prg.append(" W=W*%g"%(d2r/1000.)) #scale from 1000*deg to rad
prg.append('''
p0_x=x_0+r_0*sin(phi_0+W)
p1_x=x_1+r_1*sin(phi_1+W)
p0_y=y_0
p1_y=y_1
p0_z=z_0+r_0*cos(phi_0+W)
p1_z=z_1+r_1*cos(phi_1+W)
sclY=(Y-(y_0))/(y_1-(y_0))
p_x=p0_x+sclY*(p1_x-p0_x)
p_y=p0_y+sclY*(p1_y-p0_y)
p_z=p0_z+sclY*(p1_z-p0_z)
qCX=DX+p_x
qCZ=DZ+p_z
qFY=Y
if(D0>0)
{ // calculate velocities for PVT motion''')
prg.append(" vW=vW*%g"%(d2r/1000.)) #scale from 1000*deg to rad
prg.append(''' p_x=sclY*(p1_x-p0_x)
p_z=sclY*(p1_z-p0_z)
vqFY=vY
vqCX=vDX + (p1_x-p0_x)/(p1_y-p0_y)*vY //+ vqW*p_z
vqCZ=vDZ + (p1_z-p0_z)/(p1_y-p0_y)*vY //+ vqW*p_x
//vqW=vqW+(vqCX+(p1_x-p0_x)/(p1_y-p0_y)*vY)*p_z+(vqCZ+(p1_z-p0_z)/(p1_y-p0_y)*vY)*p_x
vqW=vW//+((p1_x-p0_x)/(p1_y-p0_y)*vY)*p_z+((p1_z-p0_z)/(p1_y-p0_y)*vY*p_x
''')
prg.append(" vqW=vqW*%g"%(1000./d2r)) #scale from rad to 1000*deg
prg.append('''// send 1"inv_res %f:%f %f:%f %f:%f %f:%f\\n",qCX,vqCX,qCZ,vqCZ,qW,vqW,qFY,vqFY
}
//else
// send 1"inv_res %f %f %f %f\\n",qCX,qCZ,qW,qFY
//P1002+=1
close
''')
# vqCX=vDX + (p1_x-p0_x)/(p1_y-p0_y)*vY + vqW*p_x
# vDX is in same direction, so add as it is
# (p1_x-p0_x)/(p1_y-p0_y)*vY velocity part in vqCX direction, when moving in vY
# vqW*p_x velocity part of the rotation (vqW is in rad)
self.download(prg,mode=0,file='/tmp/coordTrf.cfg')
def gen_prog(self,prgId=2,mode=0,**kwargs):
'''
kwargs:
acq_per : acquire period: acquire data all acq_per servo loops (default=1)
mode=-1: test motion
mode=0: #linear motion with 100 ms break at each measurement
cnt : move path multiple times
cntVert : number of vertical measurements
cntHor : number of horizontal measurements
hRng : min, max horizontal boundaries
wRng : starting and ending angle
yRng : starting and ending height
mode=1: #PVT motion
pt2pt_time : time to move from one point to the next point
cnt : move path multiple times
cntVert : number of vertical measurements
cntHor : number of horizontal measurements
hRng : min, max horizontal boundaries
wRng : starting and ending angle
yRng : starting and ending height
'''
prg=[]
acq_per=kwargs.get('acq_per',10)
gather={"MaxSamples":1000000, "Period":acq_per}
#Sys.ServoPeriod is dependent of !common() macro
ServoPeriod= .2 #0.2ms
#ServoPeriod = .05
self.meta = {'timebase': ServoPeriod*gather['Period']}
#channels=["Motor[1].ActPos","Motor[2].ActPos","Motor[3].ActPos"]
# CX CZ W FY
channels=["Motor[4].ActPos","Motor[5].ActPos","Motor[3].ActPos","Motor[1].ActPos"]
prg.append('Gather.Enable=0')
prg.append('Gather.Items=%d'%len(channels))
for k,v in gather.iteritems():
prg.append('Gather.%s=%d'%(k,v))
for i,c in enumerate(channels):
prg.append('Gather.Addr[%d]=%s.a'%(i,c))
prg.append('open prog %d'%(prgId))
prg.append(' P1000=0')
# this uses Coord[1].Tm and limits with MaxSpeed
#******** mode -1 ********
if mode==-1: #### jog all motors 10000um (or 10000 mdeg)
pos=np.array([[0,0,0,0],])
prg.append(' linear abs')
#prg.append('X(%g) Z(%g) B(%g) Y(%g)' % tuple(pos[0, :]))
prg.append(' jog1,2,7,8=0')
prg.append(' dwell 10')
prg.append(' Gather.Enable=2')
prg.append(' jog7:10000')
prg.append(' dwell 100')
prg.append(' jog8:10000')
prg.append(' dwell 100')
prg.append(' jog1:10000')
prg.append(' dwell 100')
prg.append(' jog2:10000')
prg.append(' dwell 100')
prg.append(' jog1,2,7,8=0')
prg.append(' dwell 100')
prg.append(' Gather.Enable=0')
# ******** mode 0 ********
elif mode==0: #### linear motion
#y=2.3 6.2 dx=0, dz=0 w=0..3600000 # 10 rev
cnt= kwargs.get('cnt', 1) #move path multiple times
cntVert = kwargs.get('cntVert', 12)
cntHor = kwargs.get('cntHor', 4)
hRng = kwargs.get('hRng', (-.2,.2))
wRng = kwargs.get('wRng', (0,360000))
yRng = kwargs.get('yRng', self.param[:,1])
numPt=cntVert*cntHor
pt=np.zeros((numPt,4))
if cntHor>1:
a=np.linspace(hRng[0],hRng[1],cntHor)
a=np.append(a,a[::-1])
a=np.tile(a,(cntVert+1)//2)
pt[:,0]= a[0:pt.shape[0]]
#pt[:,1]= np.linspace(0,.2,numPt) #dz
pt[:,2]= np.linspace(wRng[0],wRng[1],numPt) #w
pt[:,3]= np.repeat(np.linspace(yRng[0],yRng[1],cntVert),cntHor) #y
self.points=pt
#prg.append(' Coord[1].SegMoveTime=.05') #to calculate every 0.05 ms the inverse kinematics
prg.append(' nofrax') #needed to set all axis to use AltFeedRate
prg.append(' Coord[1].AltFeedRate=0') # allow maximum speed
prg.append(' Coord[1].SegMoveTime=0') #turn off segmented mode
prg.append(' linear abs')
prg.append(' X%g Z%g B%g Y%g' % tuple(pt[0, :]))
prg.append(' dwell 100')
prg.append(' Gather.Enable=2')
prg.append(' Coord[1].AltFeedRate=0') # allow maximum speed
prg.append(' Coord[1].SegMoveTime=0') #to calculate every 1 ms the inverse kinematics
prg.append(' P2000=0')
for i in range(pt.shape[0]):
prg.append(' X%g Z%g B%g Y%g' % tuple(pt[i, :]))
#prg.append(' P2000=%d'%(i,))
prg.append(' dwell 10')
prg.append(' Gather.Enable=0')
# ******** mode 1 ********
elif mode==1: #### pvt motion
#y=2.3 6.2 dx=0, dz=0 w=0..3600000 # 10 rev
cnt= kwargs.get('cnt', 1) #move path multiple times
cntVert = kwargs.get('cntVert', 12)
cntHor = kwargs.get('cntHor', 4)
hRng = kwargs.get('hRng', (-.2,.2))
wRng = kwargs.get('wRng', (0,360000))
yRng = kwargs.get('yRng', self.param[:,1])
pt2pt_time = kwargs.get('pt2pt_time', 100)
smt = kwargs.get('smt', 1) # SegMoveTime, default = 1ms -> velocity calc not yet 100% correct (smt=0 not 100% working)
numPt=cntVert*cntHor
pt=np.zeros((numPt,4))
if cntHor>1:
a=np.linspace(hRng[0],hRng[1],cntHor)
a=np.append(a,a[::-1])
a=np.tile(a,(cntVert+1)//2)
pt[:,0]= a[0:pt.shape[0]]
#pt[:,1]= np.linspace(0,.2,numPt) #dz
pt[:,2]= np.linspace(wRng[0],wRng[1],numPt) #w
pt[:,3]= np.repeat(np.linspace(yRng[0],yRng[1],cntVert),cntHor) #y
self.points=pt
#pv is an array of dx,dz,w,y,vel_dx,vel_dz,vel_w,vel_y
pv=np.ndarray(shape=(pt.shape[0]+2,8),dtype=pt.dtype)
pv[:]=np.NaN
pv[ 0,(0,1,2,3)]=pt[0,:]
pv[ 1:-1,(0,1,2,3)]=pt
pv[ -1,(0,1,2,3)]=pt[-1,:]
pv[(0,0,0,0,-1,-1,-1,-1),(4,5,6,7,4,5,6,7)]=0
dist=pv[2:,(0,1,2,3)] - pv[:-2,(0,1,2,3)]
pv[ 1:-1,(4,5,6,7)] = 1000.*dist/(2.*pt2pt_time)
prg.append(' nofrax') #needed to set all axis to use AltFeedRate
prg.append(' Coord[1].AltFeedRate=0') # allow maximum speed
prg.append(' Coord[1].SegMoveTime=0') #turn off segmented mode
prg.append(' linear abs')
prg.append(' X%g Z%g B%g Y%g' % tuple(pv[0, (0,1,2,3)]))
prg.append(' dwell 10')
prg.append(' Gather.Enable=2')
if cnt>1:
prg.append(' P100=%d'%cnt)
prg.append(' N100:')
prg.append(' Coord[1].AltFeedRate=0') # allow maximum speed
prg.append(' Coord[1].SegMoveTime=%d'%smt) #to calculate every 1 ms the inverse kinematics
prg.append(' pvt%g abs'%pt2pt_time) #100ms to next position
for idx in range(1,pv.shape[0]):
#prg.append(' P2000=%d'%idx)
prg.append(' X%g:%g Z%g:%g B%g:%g Y%g:%g' % tuple(pv[idx, (0,4,1,5,2,6,3,7)]))
#prg.append('Y%g:%g' % tuple(pv[idx, (5, 7)]))
#prg.append('B%g:%g' %(idx*1000,0))
if cnt>1:
prg.append(' dwell 10')
prg.append(' P100=P100-1')
prg.append(' if(P100>0)')
prg.append(' {')
prg.append(' linear abs')
prg.append(' X%g Z%g B%g Y%g' % tuple(pv[0, (0, 1, 2, 3)]))
prg.append(' dwell 100')
prg.append(' goto 100')
prg.append(' }')
else:
prg.append(' dwell 1000')
prg.append(' Gather.Enable=0')
prg.append(' P1000=1')
prg.append('close')
prg.append('&1\nb%dr\n'%prgId)
self.download(prg,mode=3,file='/tmp/prg.cfg')
def download(self,prg=None,mode=0,file='/tmp/helicalscan.cfg'):
'''
mode bits:
bit 0 (1): wait execution finished (P1000==1)
bit 1 (2): gather and save data
bit 2 (4): ...
'''
host=self.args.host
if prg is not None and self.args.verbose & 4:
for ln in prg:
print(ln)
if file is not None and prg is not None:
fh=open(file,'w')
fh.write('\n'.join(prg))
fh.close()
if host is not None:
# ***download and start the program***
cmd ='gpasciiCommander --host '+host+' '+ file
print(cmd)
p = sprc.Popen(cmd, shell=True)#, stdout=sprc.PIPE, stderr=sprc.STDOUT)
#res=p.stdout.readlines(); print res
retval = p.wait()
if mode &1:
# ***wait program finished P1000=1***
com=GpasciiCommunicator().connect(host,prompt='# ')
ack=GpasciiCommunicator.gpascii_ack
sys.stdout.write('wait execution...');sys.stdout.flush()
while(True):
#Gather.MaxLines calculates maximum numbewr of gathering into memory
com.write('P1000\n')
val=com.read_until(ack)
#print val
val=int(val[val.find('=')+1:].rstrip(ack))
if val==1:break
#com.write('Gather.Index\n')
#val=com.read_until(ack)
#print val
time.sleep(.2)
sys.stdout.write('.');sys.stdout.flush()
if mode &2:
fnRmt = '/var/ftp/gather/out.txt'
fnLoc = '/tmp/gather.txt'
print('\ngather data to %s...' % fnRmt)
p = sprc.Popen(('ssh', 'root@' + host, 'gather ', '-u', fnRmt), shell=False, stdin=sprc.PIPE, stdout=sprc.PIPE,
stderr=sprc.PIPE)
res = p.wait()
if res:
print('ssh failed. ssh root@%s to open a session' % host)
return
print('transfer data to %s...' % fnLoc)
p = sprc.Popen(('scp', 'root@' + host + ':' + fnRmt, fnLoc), shell=False, stdin=sprc.PIPE, stdout=sprc.PIPE,
stderr=sprc.PIPE)
res = p.wait()
self.rec = np.genfromtxt(fnLoc, delimiter=' ')
com=GpasciiCommunicator().connect(host,prompt='# ')
ack=GpasciiCommunicator.gpascii_ack
channels=["Motor[4].HomePos","Motor[5].HomePos","Motor[3].HomePos","Motor[1].HomePos"]
ofs=np.ndarray(len(channels))
for i,v in enumerate(channels):
com.write(v+'\n')
val=com.read_until(ack)
#print val
#regexp: https://docs.python.org/2/library/re.html -> %e, %E, %f, %g
ofs[i]=float(re.search('=([-+]?(\d+(\.\d*)?|\.\d+)([eE][-+]?\d+)?)',val).group(1))
self.rec-=ofs
self.save_rec()
class GpasciiCommunicator():
'''Communicates with the Delta Tau gpascii programm
'''
gpascii_ack="\x06\r\n"
gpascii_inp='Input\r\n'
def connect(self, host, username='root', password='deltatau',prompt='ppmac# ',verbose=0):
p=telnetlib.Telnet(host)
s=p.read_until('login: ')
if verbose: print(s)
p.write(username+'\n')
s =p.read_until('Password: ')
if verbose: print(s)
p.write(password+'\n')
s =p.read_until(prompt) # command prompt
if verbose: print(s)
p.write('gpascii -2\n') # execute gpascii command
s=p.read_until(self.gpascii_inp)
if verbose: print(s)
return p
if __name__=='__main__':
from optparse import OptionParser, IndentedHelpFormatter
class MyFormatter(IndentedHelpFormatter):
'helper class for formating the OptionParser'
def __init__(self):
IndentedHelpFormatter.__init__(self)
def format_epilog(self, epilog):
if epilog:
return epilog
else:
return ""
def parse_args():
'main command line interpreter function'
#usage: gpasciiCommunicator.py --host=PPMACZT84 myPowerBRICK.cfg
(h, t)=os.path.split(sys.argv[0]);cmd='\n '+(t if len(h)>3 else sys.argv[0])+' '
exampleCmd=('-n',
'-v15'
)
epilog=__doc__+'''
Examples:'''+''.join(map(lambda s:cmd+s, exampleCmd))+'\n '
fmt=MyFormatter()
parser=OptionParser(epilog=epilog, formatter=fmt)
parser.add_option('-v', '--verbose', type="int", dest='verbose', help='verbosity bits (see below)', default=0)
parser.add_option('-n', '--dryrun', action='store_true', help='dryrun to stdout')
parser.add_option('--cfg', help='config file containing json configuration structure')
parser.add_option('--host', help='hostname')
(args, other)=parser.parse_args()
args.other=other
hs=HelicalScan(args)
hs.args.verbose = 255
#hs.args.host='MOTTEST-CPPM-CRM0485'
hs.args.host='SAR-CPPM-EXPMX1'
#SAR-CPPM-EXPMX1 MOTTEST-CPPM-CRM0485
#hs.sequencer()
#hs.test_find_rot_ctr()
#hs.test_find_rot_ctr(n=5. ,per=1.,bias=2.31,ampl=4.12,phi=24.6)
hs.calcParam()
#hs.param[0]=(15,2,0,3,0)#(z_i, y_i, x_i, r_i,phi_i)
#hs.param[1]=(15,4,0,3,0)#(z_i, y_i, x_i, r_i,phi_i)
hs.param[0]=(-100, 100,0,50,0)#(z_i, y_i, x_i, r_i,phi_i)
hs.param[1]=(-100,-100,0,70,0)#(z_i, y_i, x_i, r_i,phi_i)
hs.test_coord_trf()
#hs.interactive_cx_cz_w_fy()
#hs.interactive_dx_dz_w_y()
#mode bits:
#0:1 config simulated motors
#1:2 config real motors
#2:4 config coord trf
mode=6#5#4#0
os.chdir(os.path.join(os.path.dirname(__file__),'../cfg'))
if mode&1:
hs.download(file='sim_8_motors.cfg')
if mode&2:
hs.download(['$$$***','!common()','!SAR-EXPMX1()','#1..7j/','enable plc 1','Motor[1].MaxSpeed=25','Motor[2].MaxSpeed=25'])
raw_input('press return when homed')
if mode&4:
hs.download(['disable plc 0',])
time.sleep(.5)
hs.gen_coord_trf_code()
print ('gen_coord_trf_code')
time.sleep(.5)
hs.download(['enable plc 0',])
time.sleep(.5)
hs.download(['#1..7j/',])
time.sleep(.5)
#hs.gen_prog(mode=-1)
#hs.gen_prog(mode=0,cntHor=1,cntVert=3,wRng=(120000,120000))
#hs.gen_prog(mode=0,cntHor=1)
#hs.gen_prog(mode=0)
#hs.gen_prog(mode=0,cntHor=1,cntVert=5,wRng=(120000,120000))
#hs.gen_prog(mode=1,cntHor=1,cntVert=5,wRng=(120000,120000),pt2pt_time=100)
#hs.gen_prog(mode=1,cntHor=1,cntVert=5,wRng=(120000,120000),pt2pt_time=100,smt=0)
#hs.gen_prog(mode=1,cntHor=1,cntVert=5,wRng=(0,360000))
#hs.gen_prog(mode=1,cntHor=1,cntVert=5,hRng=(-.3,.3),wRng=(0,360000),smt=1)
#hs.gen_prog(mode=1,cntHor=7,cntVert=2,hRng=(-3,3),wRng=(120000,120000),smt=0)
#hs.gen_prog(mode=1,cntHor=3,cntVert=6,hRng=(-5,5),wRng=(00,120000),smt=0,pt2pt_time=10)
#hs.gen_prog(mode=0,cntHor=3,cntVert=10,hRng=(-5,5),wRng=(0,120000))
#hs.gen_prog(mode=0,cntHor=3,cntVert=25,hRng=(-5,5),wRng=(0,120000))
hs.gen_prog(mode=1,cntHor=3,cntVert=25,hRng=(-5,5),wRng=(0,120000),smt=0,pt2pt_time=300)
#hs.gen_prog(mode=1,cntHor=3,cntVert=20,hRng=(-5,5),wRng=(0,1200),smt=0,pt2pt_time=200)
#hs.gen_prog(mode=1, cntHor=2, cntVert=2, wRng=(0, 360000), smt=0)
#hs.gen_prog(mode=1)
#hs.gen_prog(mode=1,pt2pt_time=100,cnt=1,cntVert=35,cntHor=7,hRng=(-.3,.3),wRng=(0,360000*3),yRng=(6.2,2.3))
#hs.gen_prog(mode=1,pt2pt_time=100,cnt=1,cntVert=10,cntHor=3,hRng=(-30,30),wRng=(0,36000),yRng=(-50,-100))
#hs.gen_prog(mode=1,cntHor=7,cntVert=2,hRng=(-100,50),wRng=(000,10000),smt=0)
hs.load_rec()
hs.show_pos();hs.show_vel()
hs.interactive_anim()
#hs.show_vel(); plt.show()
#hs.show_pos(); plt.show()
return
#------------------ Main Code ----------------------------------
ret=parse_args()
exit(ret)