def print_field(field,name="M",pos=[-4.0,1.0],t=None):
probed=ocaml.probe_field(field,name,pos)
v=probed[0][1]
if t!=None:
print "%8.6f %8.6f %8.6f %8.6f" % (t,v[0],v[1],v[2])
else:
print "%8.6f %8.6f %8.6f" % (v[0],v[1],v[2])
def do(idx, position):
probed = ocaml.probe_field(field, subfield, position)
if probed != None:
if len(probed) == 1:
dofname, value = probed[0]
out(position, value)
else:
assert len(probed) == 0, \
"Unexpected output from probing function: %s" % str(probed)
def do(idx, position):
probed = ocaml.probe_field(field, subfield, position)
if probed != None:
if len(probed) == 1:
dofname, value = probed[0]
out(position, value)
else:
assert len(probed) == 0, \
"Unexpected output from probing function: %s" % str(probed)
def sample(buffer, fieldname):
data = []
xs = []
left = -500
right = 500
n = 100.
y = 0.
z = 0.
for i in range(n):
x = float(left + (i + 0.5) * (right - left) / float(n))
T = ocaml.probe_field(buffer, fieldname, [x, y, z])[0][1]
data.append(T)
xs.append(x)
return xs, data
def probe_field(field, position, subfieldname=""):
"""Returns the interpolated value of a collection of degrees
of freedom with given name in given field at a specific position.
Trivial interface to probe_field (all it does it to convert the position
entries to float in case they are ints).
This is not used by nmag.
"""
# convert position list into list of floats (in case they are ints, etc)
position = map(lambda a: float(a), position)
return ocaml.probe_field(field, subfieldname, position)
def sample(buffer,fieldname):
data = []
xs = []
left = -500
right = 500
n = 100.
y = 0.
z = 0.
for i in range(n):
x = float(left + (i+0.5)*(right-left)/float(n))
T = ocaml.probe_field(buffer,fieldname,[x,y,z])[0][1]
data.append(T)
xs.append(x)
return xs,data
def probe_field(field, position, subfieldname=""):
"""Returns the interpolated value of a collection of degrees
of freedom with given name in given field at a specific position.
Trivial interface to probe_field (all it does it to convert the position
entries to float in case they are ints).
This is not used by nmag.
"""
#convert position list into list of floats (in case they are ints, etc)
position = map(lambda a: float(a), position)
return ocaml.probe_field(field, subfieldname, position)
for i in range(int(heating_time // time_step) + 1):
ocaml.raw_cvode_advance(cvode, sundialsbuffer_final, float(i * time_step),
max_it)
for name in master_mwes_and_fields_by_name.keys():
(mwe, field) = master_mwes_and_fields_by_name[name]
ocaml.linalg_machine_get_field(lam, field, "v_%s" % name)
fields = map(lambda a: a[1], master_mwes_and_fields_by_name.values())
#nfem.visual.fields2vtkfile(fields,'H-%02d.vtk' % i,my_mesh,format='binary')
last_i = i
j0 = numpy.array(
ocaml.probe_field(master_mwes_and_fields_by_name['j'][1], 'j',
[0., 0., 0.])[0][1])
j1 = numpy.array(
ocaml.probe_field(master_mwes_and_fields_by_name['j'][1], 'j',
[-499., 0., 0.])[0][1])
print "j0 in A/m^2:", j0 * su.conversion_factor_of(SI("A/m^2"))
print "j1 in A/m^2:", j1 * su.conversion_factor_of(SI("A/m^2"))
T0 = ocaml.probe_field(sundialsbuffer_final, "T", [0.0, 0.0, 0.0])[0][1]
T1 = ocaml.probe_field(sundialsbuffer_final, "T", [-499.0, 0.0, 0.0])[0][1]
T2 = ocaml.probe_field(sundialsbuffer_final, "T",
[-25.0, 10.0, 10.0])[0][1]
T3 = ocaml.probe_field(sundialsbuffer_final, "T",
[+499.0, 10.0, 10.0])[0][1]
xs, data = sample(sundialsbuffer_final, "T")
time_step = 100
# Set the electrical contact potential to +/- Phi_ext at left and
# right contact:
ocaml.linalg_machine_set_iparam(lam, "Phi_ext", 5.0)
ocaml.raw_cvode_advance(cvode, sundialsbuffer_final, heating_time, max_it)
# Turn off electric heating:
ocaml.linalg_machine_set_iparam(lam, "Phi_ext", 0.0)
print "Known fieldnames are", master_mwes_and_fields_by_name.keys()
fields = map(lambda a: a[0], master_mwes_and_fields_by_name.values())
for field in fields:
print "known fields are", ocaml.sys_ocamlpill_type(field)
#Thomas, we only have one filed in master_mwes and fields -- is that right?x
for i in range(500):
ocaml.raw_cvode_advance(cvode, sundialsbuffer_final,
heating_time + i * time_step, max_it)
(mwe, field) = master_mwes_and_fields_by_name['T']
ocaml.linalg_machine_get_field(lam, field, "v_T")
#Thomas, do we need to copy the data back into master_mwes_and_fields_by_name?
nfem.visual.fields2vtkfile(master_mwes_and_fields_by_name['T'][1],
'T-%04d.vtk' % i,
my_mesh,
format='binary')
T0 = ocaml.probe_field(sundialsbuffer_final, "T", [0.0, 0.0, 0.0])
print "i: %3d T: %s" % (i, repr(T0))
#sim.set_magnetization([1.0,0.0,0.0])
#sim.set_magnetization([0.0,1.0,0.0])
#sim.set_magnetization([0.0,0.0,1.0])
#sim.set_magnetization([0.0,1.0,1.0])
# ^All these yield a magnetic charge imbalance of 0.0
sim.set_magnetization(initial_magnetization)
time_start=time.time()
sim.advance_time(intensive_param_by_name,2.0)
#sim.advance_time(intensive_param_by_name,10.0)
print "H_demag at origin: ",ocaml.probe_field(sim.fields["H_demag"],"H_demag",[0.0,0.0,0.0])
time_end=time.time()
print "SIM INIT TIME: ",time_start-time_init," sec."
print "SIM RUN TIME: ",time_end-time_start," sec."
print "PETSC: ",ocaml.petsc_cpu_cycles("report")
print "PETSC: ",ocaml.petsc_cpu_cycles("reset")
sys.exit()
print
"""
nmag, basic run, mesh pre-generated, cached:
max_steps=450,
cache_name="sphere")
#sim.set_magnetization([1.0,0.0,0.0])
#sim.set_magnetization([0.0,1.0,0.0])
#sim.set_magnetization([0.0,0.0,1.0])
#sim.set_magnetization([0.0,1.0,1.0])
# ^All these yield a magnetic charge imbalance of 0.0
sim.set_magnetization(initial_magnetization)
time_start = time.time()
sim.advance_time(intensive_param_by_name, 1e-6)
print "### XXX H_demag: ", ocaml.probe_field(sim.fields["H_demag"], "H_demag",
[0.0, 0.0, 0.0])
for i in range(1, 100):
target_time = sim.advance_time(intensive_param_by_name, 0.1 * i)
#write SI data into default file (results.ndt)
sim.save_data_table()
#write SU data into special file
sim.save_data_table_su(filename='results_su.ndt')
nfem.visual.fields2vtkfile(sim.fields.values(),
'sphere-%d.vtk' % i,
mesh=sim.mesh)
print "Field at origin (T=%f):" % target_time, sim.get_m([0.0, 0.0, 0.0])
time_end = time.time()
def fun_sigma0(dof_name_indices, position):
return sigma0
# Later on, we will modify this field:
field_sigma = ocaml.raw_make_field(
mwe_sigma,
[fun_sigma0],
"" # petsc name - auto-generated if "".
)
print "field_sigma: ", field_sigma
print "Sigma at origin: ", ocaml.probe_field(field_sigma, "sigma", [0.0, 0.0])
sys.stdout.flush()
# Dirichlet Boundary Conditions on our sample:
def laplace_dbc(coords):
if (abs(coords[1]) > (2.5 - 0.05)):
return 1
else:
return 0
def laplace_dbc_value(dof_name_indices, coords):
if (coords[1] > 0.0):
return 0.5
diffop_laplace = ocaml.make_diffop("-<d/dxj drho_by_dt|sigma|d/dxj phi>, j:2")
diffop_grad_phi = ocaml.make_diffop("<J(k)|sigma|d/dxk phi>, k:2")
# Initial conductivity is spatially constant:
def fun_sigma0(dof_name_indices, position):
return sigma0
# Later on, we will modify this field:
field_sigma = ocaml.raw_make_field(mwe_sigma, [fun_sigma0], "") # petsc name - auto-generated if "".
print "field_sigma: ", field_sigma
print "Sigma at origin: ", ocaml.probe_field(field_sigma, "sigma", [0.0, 0.0])
sys.stdout.flush()
# Dirichlet Boundary Conditions on our sample:
def laplace_dbc(coords):
if abs(coords[1]) > (2.5 - 0.05):
return 1
else:
return 0
def laplace_dbc_value(dof_name_indices, coords):
if coords[1] > 0.0:
return 0.5
# normalize M in set_magnetization!
print "Setting magnetization for coords=",coords," mag_type=",mag_type
return [0.0,
0.8*math.cos(coords[0]/6.0),
0.6*math.sin(coords[0]/6.0),
]
sim.set_magnetization(initial_magnetization)
#sim.set_magnetization([0.0,0.0,1.0])
# XXX Note: this actually should not be necessary! get_M should make
# sure that a timestepper is being created!
sim._ensure_have_timestepper()
print "Field at x=4.5:",ocaml.probe_field(sim.fields["m"],"",[4.5])
print "M0: ",sim.get_m([0.5]) # XXX Note: returns None - this clearly is wrong!
time_start=time.time()
# nfem.visual.fields2vtkfile(sim.fields.values(),'jacobi-0.vtk',mesh=sim.mesh)
for i in range(1,10): # range(1,1000):
target_time=sim.advance_time(intensive_param_by_name,10*0.05*i)
print "t=%f Field at x=4.5:" % target_time,ocaml.probe_field(sim.fields["m"],"",[4.5])
#write SI data into default file (results.ndt)
sim.save_data_table()
#write SU data into special file
)
#sim.set_magnetization([1.0,0.0,0.0])
#sim.set_magnetization([0.0,1.0,0.0])
#sim.set_magnetization([0.0,0.0,1.0])
#sim.set_magnetization([0.0,1.0,1.0])
# ^All these yield a magnetic charge imbalance of 0.0
sim.set_magnetization(initial_magnetization)
time_start=time.time()
sim.advance_time(intensive_param_by_name,1e-6)
print "### XXX H_demag: ",ocaml.probe_field(sim.fields["H_demag"],"H_demag",[0.0,0.0,0.0])
for i in range(1,100):
target_time=sim.advance_time(intensive_param_by_name,0.1*i)
#write SI data into default file (results.ndt)
sim.save_data_table()
#write SU data into special file
sim.save_data_table_su(filename='results_su.ndt')
nfem.visual.fields2vtkfile(sim.fields.values(),'sphere-%d.vtk' % i,mesh=sim.mesh)
print "Field at origin (T=%f):"%target_time,sim.get_m([0.0,0.0,0.0])
time_end=time.time()
print "SIM RUN TIME: ",time_end-time_start," sec."
ocaml.linalg_machine_set_iparam(lam, "Phi_ext", su.of(voltage))
for i in range(int(heating_time // time_step)):
ocaml.raw_cvode_advance(cvode, sundialsbuffer_final, float(i * time_step), max_it)
for name in master_mwes_and_fields_by_name.keys():
(mwe, field) = master_mwes_and_fields_by_name[name]
ocaml.linalg_machine_get_field(lam, field, "v_%s" % name)
fields = map(lambda a: a[1], master_mwes_and_fields_by_name.values())
nfem.visual.fields2vtkfile(fields, "block-%02d.vtk" % i, my_mesh, format="binary")
last_i = i
j = numpy.array(ocaml.probe_field(master_mwes_and_fields_by_name["j"][1], "j", [0.0, 0.0, 0.0])[0][1])
print "j in A/m^2:", j * su.conversion_factor_of(SI("A/m^2"))
T0 = ocaml.probe_field(sundialsbuffer_final, "T", [0.0, 0.0, 0.0])[0][1]
print "i: %3d T: %s (su), T: %s " % (i, repr(T0), su.conversion_factor_of(SI(1, "K")) * T0)
f.write(
"%g\t%g\n"
% (i * time_step * su.conversion_factor_of(SI(1, "s")).value, su.conversion_factor_of(SI(1, "K")).value * T0)
)
sys.exit(0)
# Turn off electric heating:
ocaml.linalg_machine_set_iparam(lam, "Phi_ext", 0.0)
def print_field(field, name="phi", t=None):
for pos in range(0, 11):
probed = ocaml.probe_field(field, name, [float(pos)])
print "T=%10s POS: %5.2f VAL: %s" % (str(t), pos, probed)
cache_name="sphere")
#sim.set_magnetization([1.0,0.0,0.0])
#sim.set_magnetization([0.0,1.0,0.0])
#sim.set_magnetization([0.0,0.0,1.0])
#sim.set_magnetization([0.0,1.0,1.0])
# ^All these yield a magnetic charge imbalance of 0.0
sim.set_magnetization(initial_magnetization)
time_start = time.time()
sim.advance_time(intensive_param_by_name, 2.0)
#sim.advance_time(intensive_param_by_name,10.0)
print "H_demag at origin: ", ocaml.probe_field(sim.fields["H_demag"],
"H_demag", [0.0, 0.0, 0.0])
time_end = time.time()
print "SIM INIT TIME: ", time_start - time_init, " sec."
print "SIM RUN TIME: ", time_end - time_start, " sec."
print "PETSC: ", ocaml.petsc_cpu_cycles("report")
print "PETSC: ", ocaml.petsc_cpu_cycles("reset")
sys.exit()
print
"""
nmag, basic run, mesh pre-generated, cached:
DDD CPU cvode_advance total: 213505850182.000000 CPU cycles
def print_field(field, name="phi", t=None):
for pos in range(0, 11):
probed = ocaml.probe_field(field, name, [float(pos)])
print "T=%10s POS: %5.2f VAL: %s" % (str(t), pos, probed)
ocaml.linalg_machine_set_iparam(lam,"Phi_ext",su.of(voltage))
for i in range(int(heating_time//time_step)+1):
ocaml.raw_cvode_advance(cvode,sundialsbuffer_final,float(i*time_step),max_it)
for name in master_mwes_and_fields_by_name.keys():
(mwe,field)=master_mwes_and_fields_by_name[name]
ocaml.linalg_machine_get_field(lam,field,"v_%s" % name)
fields = map( lambda a: a[1],master_mwes_and_fields_by_name.values())
nfem.visual.fields2vtkfile(fields,'H-%02d.vtk' % i,my_mesh,format='binary')
last_i = i
j0 = numpy.array(ocaml.probe_field(master_mwes_and_fields_by_name['j'][1],'j',[0.,0.,0.])[0][1])
j1 = numpy.array(ocaml.probe_field(master_mwes_and_fields_by_name['j'][1],'j',[-499.,0.,0.])[0][1])
print "j0 in A/m^2:",j0*su.conversion_factor_of(SI("A/m^2"))
print "j1 in A/m^2:",j1*su.conversion_factor_of(SI("A/m^2"))
T0 = ocaml.probe_field(sundialsbuffer_final,"T",[0.0, 0.0, 0.0])[0][1]
T1 = ocaml.probe_field(sundialsbuffer_final,"T",[-499.0, 0.0, 0.0])[0][1]
T2 = ocaml.probe_field(sundialsbuffer_final,"T",[-25.0, 10.0, 10.0])[0][1]
print "i: %3d t=%g T: %s (su), T: %s " % (i,i*time_step,repr(T0),su.conversion_factor_of(SI(1,"K"))*T0)
f.write("%g\t%g\t%g\t%g\n" % (i*time_step*su.conversion_factor_of(SI(1,'s')).value,su.conversion_factor_of(SI(1,"K")).value*T0,su.conversion_factor_of(SI(1,"K")).value*T1,su.conversion_factor_of(SI(1,"K")).value*T2))
# Turn off electric heating:
ocaml.linalg_machine_set_iparam(lam,"Phi_ext",0.0)
print "Done With Heating!"
print "Known fieldnames are", master_mwes_and_fields_by_name.keys()
fields = map(lambda a: a[0], master_mwes_and_fields_by_name.values())
for field in fields:
print "known fields are", ocaml.sys_ocamlpill_type(field)
for i in range(last_i + 1, int(cooling_time / time_step) + last_i + 2):
ocaml.raw_cvode_advance(cvode, sundialsbuffer_final, heating_time + i * time_step, max_it)
# Copying back data master_mwes_and_fields_by_name:
for name in master_mwes_and_fields_by_name.keys():
(mwe, field) = master_mwes_and_fields_by_name[name]
ocaml.linalg_machine_get_field(lam, field, "v_%s" % name)
fields = map(lambda a: a[1], master_mwes_and_fields_by_name.values())
nfem.visual.fields2vtkfile(fields, "j-T-%02d.vtk" % i, my_mesh, format="binary")
T0 = ocaml.probe_field(sundialsbuffer_final, "T", [0.0, 0.0, 0.0])
print "i: %3d T: %s" % (i, repr(T0))
print su
print "Simulation units of 1 Ampere/m^2 =", su.of(SI(1, "A/m^2"))
print "Simulation units of 1e12 Ampere/m^2 =", su.of(SI(1e12, "A/m^2"))
print "Simulation units of 1V =", su.of(SI(1, "V"))
print "Simulation units of 100K =", su.of(SI(100, "K"))
ocaml.linalg_machine_set_iparam(lam,"Phi_ext",su.of(voltage))
for i in range(int(heating_time//time_step)):
ocaml.raw_cvode_advance(cvode,sundialsbuffer_final,float(i*time_step),max_it)
for name in master_mwes_and_fields_by_name.keys():
(mwe,field)=master_mwes_and_fields_by_name[name]
ocaml.linalg_machine_get_field(lam,field,"v_%s" % name)
fields = map( lambda a: a[1],master_mwes_and_fields_by_name.values())
nfem.visual.fields2vtkfile(fields,'block-%02d.vtk' % i,my_mesh,format='binary')
last_i = i
j = numpy.array(ocaml.probe_field(master_mwes_and_fields_by_name['j'][1],'j',[0.,0.,0.])[0][1])
print "j in A/m^2:",j*su.conversion_factor_of(SI("A/m^2"))
T0 = ocaml.probe_field(sundialsbuffer_final,"T",[0.0, 0.0, 0.0])[0][1]
print "i: %3d T: %s (su), T: %s " % (i,repr(T0),su.conversion_factor_of(SI(1,"K"))*T0)
f.write("%g\t%g\n" % (i*time_step*su.conversion_factor_of(SI(1,'s')).value,su.conversion_factor_of(SI(1,"K")).value*T0))
sys.exit(0)
# Turn off electric heating:
ocaml.linalg_machine_set_iparam(lam,"Phi_ext",0.0)
print "Done With Heating!"