def build(self, dsargs, is_stiff=False):
# re-compute in case gen type has been changed
self.targetlang = self._targetlangs[self.gen_type]
if is_stiff and self.targetlang == 'python' and self.gen_type == 'vode':
dsargs.algparams['stiff'] = True
name = dsargs.name
if self.gen_version == 0:
self.gen_version = 1
# assume it's sufficient to check if .sav file there rather than .so
found_new = False
while not found_new:
filename = os.path.join(self.cwd, 'models', name + '_' + \
self.gen_type + \
'_ver%i'%self.gen_version+'.sav')
if not os.path.exists(filename):
found_new = True
else:
print(filename + ' already exists')
self.gen_version += 1
dsargs.name = name + '_' + self.gen_type + '_ver%i' % self.gen_version
gen = self.classes[self.gen_type](dsargs)
model = dst.embed(gen, name=self.model_name, dsi_name='gen')
self.used_dsargs[self.gen_version] = dsargs.copy()
self.save_gen(model, name)
return model
def build(self, dsargs, is_stiff=False):
# re-compute in case gen type has been changed
self.targetlang = self._targetlangs[self.gen_type]
if is_stiff and self.targetlang == 'python' and self.gen_type == 'vode':
dsargs.algparams['stiff'] = True
name = dsargs.name
if self.gen_version == 0:
self.gen_version = 1
# assume it's sufficient to check if .sav file there rather than .so
found_new = False
while not found_new:
filename = os.path.join(self.cwd, 'models', name + '_' + \
self.gen_type + \
'_ver%i'%self.gen_version+'.sav')
if not os.path.exists(filename):
found_new = True
else:
print(filename + ' already exists')
self.gen_version += 1
dsargs.name = name+'_'+self.gen_type+'_ver%i'%self.gen_version
gen = self.classes[self.gen_type](dsargs)
model = dst.embed(gen, name=self.model_name, dsi_name='gen')
self.used_dsargs[self.gen_version] = dsargs.copy()
self.save_gen(model, name)
return model
def make_shooter():
# no friction
# cos(atan(x)) = 1/(sqrt(1+x^2))
Fx_str = '0' # '-speed_fn()*cos(atan2(vy,vx))'
Fy_str = '-10'
DSargs = dst.args()
DSargs.varspecs = {
'vx': Fx_str,
'x': 'vx',
'vy': Fy_str,
'y': 'vy',
'Fx_out': 'Fx(x,y)',
'Fy_out': 'Fy(x,y)',
'speed': 'speed_fn(vx, vy)',
'bearing': '90-180*atan2(vy,vx)/pi'
}
auxfndict = {
'Fx': (['x', 'y'], Fx_str),
'Fy': (['x', 'y'], Fy_str),
'speed_fn': (['vx', 'vy'], 'sqrt(vx*vx+vy*vy)'),
}
DSargs.auxvars = ['Fx_out', 'Fy_out', 'speed', 'bearing']
DSargs.fnspecs = auxfndict
DSargs.algparams = {
'init_step': 0.001,
'max_step': 0.1,
'max_pts': 20000,
'maxevtpts': 2,
'refine': 5
}
ground_event = dst.Events.makeZeroCrossEvent('y',
-1, {
'name': 'ground',
'eventtol': 1e-3,
'precise': True,
'term': True
},
varnames=['y'],
targetlang='python')
peak_event = dst.Events.makeZeroCrossEvent('vy',
-1, {
'name': 'peak',
'eventtol': 1e-3,
'precise': True,
'term': False
},
varnames=['vy'],
targetlang='python')
DSargs.events = [ground_event, peak_event]
DSargs.checklevel = 2
DSargs.ics = {'x': 0, 'y': 0, 'vx': 0, 'vy': 0}
DSargs.ics.update(make_vel_ics(5, 20))
DSargs.name = 'cannon'
DSargs.tdomain = [0, 100000]
DSargs.tdata = [0, 10]
return dst.embed(dst.Generator.Vode_ODEsystem(DSargs))
def create_model():
pars = {'g': 9.8} #, 'pi': np.pi}
#ODE
ode_def = {
'x': 'vx',
'y': 'vy',
'vx': '-(pi**2)*x',
'vy': '-g',
'tt': '1.0',
}
event_bounce = dst.makeZeroCrossEvent(
'x-y',
1, {
'name': 'bounce',
'eventtol': 1e-3,
'term': True,
'active': True,
'eventinterval': 1,
'eventdelay': 1e-2,
'starttime': 0,
'precise': True
},
varnames=['x', 'y'],
targetlang='python') # targetlang is redundant (defaults to python)
DSargs = dst.args(name='bball_sin') # struct-like data
DSargs.events = [event_bounce]
#DSargs.pars = pars
#DSargs.tdata = [0, 10]
#DSargs.algparams = {'max_pts': 3000, 'stiff': False}
DSargs.algparams = {'stiff': False, 'init_step': 0.01}
DSargs.varspecs = ode_def
DSargs.pars = pars
#DSargs.xdomain = {'y': [0, 100]}
DS_fall = dst.embed(dst.Generator.Vode_ODEsystem(DSargs))
DS_fall_MI = dst.intModelInterface(DS_fall)
# Reset
ev_map = dst.EvMapping({
'y': 'x+0.001',
'vy': '0.9*(vx-vy)'
},
model=DS_fall)
#ev_map = dst.EvMapping({'y': '10', 'x': '20'}, model=DS_fall)
DS_BBall = dst.makeModelInfoEntry(DS_fall_MI, ['bball_sin'],
[('bounce', ('bball_sin', ev_map))])
modelInfoDict = dst.makeModelInfo([DS_BBall])
bball_sin_model = dst.Model.HybridModel({
'name': 'Bouncing_Ball_Sinusiodal',
'modelInfo': modelInfoDict
})
return bball_sin_model
def make_shooter():
# no friction
# cos(atan(x)) = 1/(sqrt(1+x^2))
Fx_str = '0' # '-speed_fn()*cos(atan2(vy,vx))'
Fy_str = '-10'
DSargs = dst.args()
DSargs.varspecs = {'vx': Fx_str, 'x': 'vx',
'vy': Fy_str, 'y': 'vy',
'Fx_out': 'Fx(x,y)', 'Fy_out': 'Fy(x,y)',
'speed': 'speed_fn(vx, vy)',
'bearing': '90-180*atan2(vy,vx)/pi'}
auxfndict = {'Fx': (['x', 'y'], Fx_str),
'Fy': (['x', 'y'], Fy_str),
'speed_fn': (['vx', 'vy'], 'sqrt(vx*vx+vy*vy)'),
}
DSargs.auxvars = ['Fx_out', 'Fy_out', 'speed', 'bearing']
DSargs.fnspecs = auxfndict
DSargs.algparams = {'init_step':0.001,
'max_step': 0.1,
'max_pts': 20000,
'maxevtpts': 2,
'refine': 5}
ground_event = dst.Events.makeZeroCrossEvent('y', -1,
{'name': 'ground',
'eventtol': 1e-3,
'precise': True,
'term': True},
varnames=['y'],
targetlang='python')
peak_event = dst.Events.makeZeroCrossEvent('vy', -1,
{'name': 'peak',
'eventtol': 1e-3,
'precise': True,
'term': False},
varnames=['vy'],
targetlang='python')
DSargs.events = [ground_event, peak_event]
DSargs.checklevel = 2
DSargs.ics = {'x': 0, 'y': 0,
'vx': 0, 'vy': 0}
DSargs.ics.update(make_vel_ics(5,20))
DSargs.name = 'cannon'
DSargs.tdomain = [0, 100000]
DSargs.tdata = [0, 10]
return dst.embed(dst.Generator.Vode_ODEsystem(DSargs))
def create_model():
pars = {'g': 9.8}#, 'pi': np.pi}
#ODE
ode_def = {
'x': 'vx',
'y': 'vy',
'vx': '-(pi**2)*x',
'vy': '-g',
'tt': '1.0',
}
event_bounce = dst.makeZeroCrossEvent(
'x-y', 1,
{'name': 'bounce',
'eventtol': 1e-3,
'term': True,
'active': True,
'eventinterval': 1,
'eventdelay': 1e-2,
'starttime': 0,
'precise': True
},
varnames=['x', 'y'],
targetlang='python') # targetlang is redundant (defaults to python)
DSargs = dst.args(name='bball_sin') # struct-like data
DSargs.events = [event_bounce]
#DSargs.pars = pars
#DSargs.tdata = [0, 10]
#DSargs.algparams = {'max_pts': 3000, 'stiff': False}
DSargs.algparams = {'stiff': False, 'init_step': 0.01}
DSargs.varspecs = ode_def
DSargs.pars = pars
#DSargs.xdomain = {'y': [0, 100]}
DS_fall = dst.embed(dst.Generator.Vode_ODEsystem(DSargs))
DS_fall_MI = dst.intModelInterface(DS_fall)
# Reset
ev_map = dst.EvMapping({'y': 'x+0.001', 'vy': '0.9*(vx-vy)'}, model=DS_fall)
#ev_map = dst.EvMapping({'y': '10', 'x': '20'}, model=DS_fall)
DS_BBall = dst.makeModelInfoEntry(DS_fall_MI, ['bball_sin'],
[('bounce', ('bball_sin', ev_map))])
modelInfoDict = dst.makeModelInfo([DS_BBall])
bball_sin_model = dst.Model.HybridModel(
{'name': 'Bouncing_Ball_Sinusiodal', 'modelInfo': modelInfoDict})
return bball_sin_model
def create_model():
pars = {'g': 1}
icdict = {'y': 5, 'vy': 0}
y_str = 'vy'
vy_str = '-g'
event_bounce = dst.makeZeroCrossEvent(
'y',
0, {
'name': 'bounce',
'eventtol': 1e-3,
'term': True,
'active': True
},
varnames=['y'],
parnames=['g'],
targetlang='python') # targetlang is redundant (defaults to python)
DSargs = dst.args(name='bball') # struct-like data
DSargs.events = [event_bounce]
#DSargs.pars = pars
#DSargs.tdata = [0, 10]
#DSargs.algparams = {'max_pts': 3000, 'stiff': False}
DSargs.algparams = {'stiff': False}
DSargs.varspecs = {'y': y_str, 'vy': vy_str}
DSargs.pars = pars
#DSargs.xdomain = {'y': [0, 100], 'vy': [-100, 100]}
DSargs.ics = icdict
DS_fall = dst.embed(dst.Generator.Vode_ODEsystem(DSargs))
DS_fall_MI = dst.intModelInterface(DS_fall)
ev_map = dst.EvMapping({'y': 0, 'vy': '-0.75*vy'}, model=DS_fall)
DS_BBall = dst.makeModelInfoEntry(DS_fall_MI, ['bball'],
[('bounce', ('bball', ev_map))])
modelInfoDict = dst.makeModelInfo([DS_BBall])
bball_model = dst.Model.HybridModel({
'name': 'Bouncing_Ball',
'modelInfo': modelInfoDict
})
return bball_model
def create_model():
pars = {'g': 1}
icdict = {'y': 5, 'vy': 0}
y_str = 'vy'
vy_str = '-g'
event_bounce = dst.makeZeroCrossEvent('y', 0,
{'name': 'bounce',
'eventtol': 1e-3,
'term': True,
'active': True},
varnames=['y'],
parnames=['g'],
targetlang='python') # targetlang is redundant (defaults to python)
DSargs = dst.args(name='bball') # struct-like data
DSargs.events = [event_bounce]
#DSargs.pars = pars
#DSargs.tdata = [0, 10]
#DSargs.algparams = {'max_pts': 3000, 'stiff': False}
DSargs.algparams = {'stiff': False}
DSargs.varspecs = {'y': y_str, 'vy': vy_str}
DSargs.pars = pars
#DSargs.xdomain = {'y': [0, 100], 'vy': [-100, 100]}
DSargs.ics = icdict
DS_fall = dst.embed(dst.Generator.Vode_ODEsystem(DSargs))
DS_fall_MI = dst.intModelInterface(DS_fall)
ev_map = dst.EvMapping({'y': 0, 'vy': '-0.75*vy'}, model=DS_fall)
DS_BBall = dst.makeModelInfoEntry(DS_fall_MI, ['bball'],
[('bounce', ('bball', ev_map))])
modelInfoDict = dst.makeModelInfo([DS_BBall])
bball_model = dst.Model.HybridModel({'name': 'Bouncing_Ball', 'modelInfo': modelInfoDict})
return bball_model
def build_lin():
# make local linear system spec
if can_cache:
print("I'm not building this model twice!")
DSargs = dst.args(name='lin')
xfn_str = '(x0+yfx*y - x)/taux'
yfn_str = '(y0+xfy*x - y)/tauy'
DSargs.varspecs = {'x': xfn_str, 'y': yfn_str}
DSargs.xdomain = {'x': xdom, 'y': ydom}
DSargs.pars = {'x0': xdom_half, 'y0': ydom_half,
'xfy': 1, 'yfx': 1,
'taux': 1, 'tauy': 1}
DSargs.algparams = {'init_step':0.001,
'max_step': 0.001,
'max_pts': 10000}
DSargs.checklevel = 0
DSargs.tdata = [0, 10]
DSargs.ics = {'x': xdom_half*1.1, 'y': ydom_half*1.1}
DSargs.fnspecs = {'Jacobian': (['t', 'x', 'y'],
"""[[-1/taux, yfx/taux],
[xfy/tauy, -1/tauy]]""")}
return dst.embed(dst.Generator.Vode_ODEsystem(DSargs))