Drift Example¶
Simple 1 m drift.
In [1]:
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from pmd_beamphysics import single_particle
from pmd_beamphysics.units import mec2
import impact.z as IZ
from pmd_beamphysics import single_particle
from pmd_beamphysics.units import mec2
import impact.z as IZ
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reference_particle_mass = mec2
energy = 10e6
gamma = energy / mec2
sigma_x0 = 0.001
norm_emit_x = 1e-12
norm_emit_y = 1e-12
beta_x = sigma_x0**2 * gamma / norm_emit_x
beta_y = beta_x
initial_particles = single_particle(pz=energy, px=0.01 * energy)
reference_particle_mass = mec2
energy = 10e6
gamma = energy / mec2
sigma_x0 = 0.001
norm_emit_x = 1e-12
norm_emit_y = 1e-12
beta_x = sigma_x0**2 * gamma / norm_emit_x
beta_y = beta_x
initial_particles = single_particle(pz=energy, px=0.01 * energy)
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input = IZ.ImpactZInput(
# line 1
ncpu_y=1,
ncpu_z=1,
# line 2
seed=6,
n_particle=100_000,
integrator_type="linear_map",
err=1,
diagnostic_type="extended",
# line 3
nx=32,
ny=32,
nz=32,
boundary_type="trans_open_longi_open",
radius_x=0.15, # particles die after this point
radius_y=0.15,
z_period_size=0.0, # TODO we think this is unused based on fortran code reading
# line 4
distribution="read",
restart=0,
subcycle=0, # TODO what is this?
nbunch=1,
# line 5
# line 6
# line 7
# line 8
twiss_alpha_x=0.0,
twiss_beta_x=beta_x,
twiss_norm_emit_x=norm_emit_x,
twiss_mismatch_x=1.0,
twiss_mismatch_px=1.0,
twiss_offset_x=0.0,
twiss_offset_px=0.0,
# line 9
twiss_alpha_y=0.0,
twiss_beta_y=beta_y,
twiss_norm_emit_y=norm_emit_y,
twiss_mismatch_y=1.0,
twiss_mismatch_py=1.0,
twiss_offset_y=0.0,
twiss_offset_py=0.0,
# line 10
twiss_alpha_z=1e-9,
twiss_beta_z=5e9, # 1.0,
twiss_norm_emit_z=1e-9, # 1e-6,
twiss_mismatch_z=1.0,
twiss_mismatch_e_z=1.0,
twiss_offset_phase_z=0.0,
twiss_offset_energy_z=0.0,
# line 11
# average_current=1.0, # space charge on
average_current=0.0, # space charge off
reference_kinetic_energy=energy - mec2, # eV -> 10MeV total energy
reference_particle_mass=reference_particle_mass,
reference_particle_charge=-1.0,
reference_frequency=1e9, # arbitrarily set to 1GHz here
initial_phase_ref=0.0,
lattice=[
IZ.WriteFull(file_id=1999),
# Drift(length=1e-9, steps=10, map_steps=10), # <- to get initial particles, set this and set average_current to 0.0
IZ.Drift(length=1.0, radius=1.0, steps=10, map_steps=10, name="drift1"),
IZ.WriteFull(file_id=2000, name="final_particles"),
],
)
input = IZ.ImpactZInput(
# line 1
ncpu_y=1,
ncpu_z=1,
# line 2
seed=6,
n_particle=100_000,
integrator_type="linear_map",
err=1,
diagnostic_type="extended",
# line 3
nx=32,
ny=32,
nz=32,
boundary_type="trans_open_longi_open",
radius_x=0.15, # particles die after this point
radius_y=0.15,
z_period_size=0.0, # TODO we think this is unused based on fortran code reading
# line 4
distribution="read",
restart=0,
subcycle=0, # TODO what is this?
nbunch=1,
# line 5
# line 6
# line 7
# line 8
twiss_alpha_x=0.0,
twiss_beta_x=beta_x,
twiss_norm_emit_x=norm_emit_x,
twiss_mismatch_x=1.0,
twiss_mismatch_px=1.0,
twiss_offset_x=0.0,
twiss_offset_px=0.0,
# line 9
twiss_alpha_y=0.0,
twiss_beta_y=beta_y,
twiss_norm_emit_y=norm_emit_y,
twiss_mismatch_y=1.0,
twiss_mismatch_py=1.0,
twiss_offset_y=0.0,
twiss_offset_py=0.0,
# line 10
twiss_alpha_z=1e-9,
twiss_beta_z=5e9, # 1.0,
twiss_norm_emit_z=1e-9, # 1e-6,
twiss_mismatch_z=1.0,
twiss_mismatch_e_z=1.0,
twiss_offset_phase_z=0.0,
twiss_offset_energy_z=0.0,
# line 11
# average_current=1.0, # space charge on
average_current=0.0, # space charge off
reference_kinetic_energy=energy - mec2, # eV -> 10MeV total energy
reference_particle_mass=reference_particle_mass,
reference_particle_charge=-1.0,
reference_frequency=1e9, # arbitrarily set to 1GHz here
initial_phase_ref=0.0,
lattice=[
IZ.WriteFull(file_id=1999),
# Drift(length=1e-9, steps=10, map_steps=10), # <- to get initial particles, set this and set average_current to 0.0
IZ.Drift(length=1.0, radius=1.0, steps=10, map_steps=10, name="drift1"),
IZ.WriteFull(file_id=2000, name="final_particles"),
],
)
In [4]:
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input.space_charge_off()
# input.space_charge_on(current=1.0)
input.space_charge_off()
# input.space_charge_on(current=1.0)
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I = IZ.ImpactZ(input, initial_particles=initial_particles)
output = I.run(verbose=True)
I = IZ.ImpactZ(input, initial_particles=initial_particles)
output = I.run(verbose=True)
Configured to run in: /tmp/tmp2g90v6z4 Running Impact-Z in /tmp/tmp2g90v6z4 /home/runner/miniconda3/envs/lume-impact-dev/bin/ImpactZexe
Read input data from file - ImpactZ.in:
!-----------------------------------------------------------
! IMPACT-Z: Integrated Map and PArticle Tracking Code: Version 2.7
! Copyright of The Regents of the University of California
!-----------------------------------------------------------
check random: 0 0.320923269
pass generating initial distribution...
pass setting up lattice...
enter elment (type code): 1 -2
zedge: 0.0000000000000000
enter elment (type code): 2 0
zedge: 0.0000000000000000
j, nstep, z 1 1 0.10000000000000001
j, nstep, z 2 2 0.20000000000000001
j, nstep, z 3 3 0.29999999999999999
j, nstep, z 4 4 0.39999999999999997
j, nstep, z 5 5 0.49999999999999994
j, nstep, z 6 6 0.59999999999999998
j, nstep, z 7 7 0.70000000000000007
j, nstep, z 8 8 0.80000000000000016
j, nstep, z 9 9 0.90000000000000024
j, nstep, z 10 10 1.0000000000000002
enter elment (type code): 3 -2
zedge: 1.0000000000000002
kvdist 0.00000 seconds
gaussn 0.00000 seconds
normdv 0.00000 seconds
correct 0.00000 seconds
integ 0.00000 seconds
map1 0.00000 seconds
map2 0.00000 seconds
spch2d 0.00000 seconds
boundgeom 0.00000 seconds
greenf 0.00000 seconds
rhofas 0.00000 seconds
ntrslo 0.00000 seconds
fft2dhpf 0.00000 seconds
mfft_local1 0.00000 seconds
diag 0.00000 seconds
ufield 0.00000 seconds
force 0.00000 seconds
charge 0.00000 seconds
ubeamln 0.00000 seconds
ptsmv 0.00000 seconds
init 0.00000 seconds
transp 0.00000 seconds
enlarge 0.00000 seconds
shrink 0.00000 seconds
guardsum 0.00000 seconds
boundint 0.00000 seconds
guardexch 0.00000 seconds
time: 0.0000000000000000
Success - execution took 0.06s.
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I.output
I.output
Out[6]:
ImpactZOutput(
run=RunInfo(
error_reason='',
run_script='/home/runner/miniconda3/envs/lume-impact-dev/bin/ImpactZexe',
run_time=0.05580515700012256
),
stats=OutputStats(
beta_ref=array([0.99869355, 0.99869355, 0.99869355, 0.99869355, 0.99869355,
0.99869355, 0.99869355, 0.99869355, 0.99869355, 0.99869355,
0.99869355]),
charge_state_n_particle=array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]),
gamma_ref=array([19.56951181, 19.56951181, 19.56951181, 19.56951181, 19.56951181,
19.56951181, 19.56951181, 19.56951181, 19.56951181, 19.56951181,
19.56951181]),
kinetic_energy_ref=array([9489001.04931, 9489001.04931, 9489001.04931, 9489001.04931,
9489001.04931, 9489001.04931, 9489001.04931, 9489001.04931,
9489001.04931, 9489001.04931, 9489001.04931]),
loadbalance_max_n_particle=array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]),
loadbalance_min_n_particle=array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]),
max_amplitude_energy_dev=array([], dtype=float64),
max_amplitude_gammabeta_x=array([], dtype=float64),
max_amplitude_gammabeta_y=array([], dtype=float64),
max_amplitude_phase=array([], dtype=float64),
max_amplitude_x=array([], dtype=float64),
max_amplitude_y=array([], dtype=float64),
max_r=array([0. , 0.001, 0.002, 0.003, 0.004, 0.005, 0.006, 0.007, 0.008,
0.009, 0.01 ]),
mean_phase_deg=array([0. , 0.00558626, 0.01117252, 0.01675878, 0.02234504,
0.0279313 , 0.03351756, 0.03910382, 0.04469007, 0.05027633,
0.05586259]),
mean_px_over_p0=array([0.01001308, 0.01001308, 0.01001308, 0.01001308, 0.01001308,
0.01001308, 0.01001308, 0.01001308, 0.01001308, 0.01001308,
0.01001308]),
mean_py_over_p0=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
mean_x=array([0. , 0.001, 0.002, 0.003, 0.004, 0.005, 0.006, 0.007, 0.008,
0.009, 0.01 ]),
mean_y=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
moment3_energy=array([], dtype=float64),
moment3_phase=array([], dtype=float64),
moment3_px_over_p0=array([], dtype=float64),
moment3_py_over_p0=array([], dtype=float64),
moment3_x=array([], dtype=float64),
moment3_y=array([], dtype=float64),
moment4_energy=array([], dtype=float64),
moment4_phase=array([], dtype=float64),
moment4_px_over_p0=array([], dtype=float64),
moment4_py_over_p0=array([], dtype=float64),
moment4_x=array([], dtype=float64),
moment4_y=array([], dtype=float64),
n_particle=array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]),
norm_emit_x=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
norm_emit_y=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
norm_emit_z=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
phase_ref=array([ 0. , 2.09858673, 4.19717345, 6.29576018, 8.39434691,
10.49293363, 12.59152036, 14.69010709, 16.78869382, 18.88728054,
20.98586727]),
sigma_energy=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_phase_deg=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_px_over_p0=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_py_over_p0=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_x=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_y=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
twiss_alpha_x=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
twiss_alpha_y=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
twiss_alpha_z=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
z=array([0. , 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1. ]),
max_abs_x=array([0. , 0.001, 0.002, 0.003, 0.004, 0.005, 0.006, 0.007, 0.008,
0.009, 0.01 ]),
max_abs_px_over_p0=array([], dtype=float64),
max_abs_y=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
max_abs_py_over_p0=array([], dtype=float64),
max_phase=array([0. , 0.00558626, 0.01117252, 0.01675878, 0.02234504,
0.0279313 , 0.03351756, 0.03910382, 0.04469007, 0.05027633,
0.05586259]),
max_energy_dev=array([], dtype=float64),
mean_r=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_r=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
mean_r_90percent=array([2.41975360e-12, 2.38567985e-12, 2.38567985e-12, 2.38567985e-12,
2.38567985e-12, 2.38567985e-12, 2.38567985e-12, 2.38567985e-12,
2.38567985e-12, 2.38567985e-12, 2.38567985e-12]),
mean_r_95percent=array([2.40271308e-12, 2.38567621e-12, 2.38567621e-12, 2.38567621e-12,
2.38567621e-12, 2.38567621e-12, 2.38567621e-12, 2.38567621e-12,
2.38567621e-12, 2.38567621e-12, 2.38567621e-12]),
mean_r_99percent=array([2.38908067e-12, 2.38567329e-12, 2.38567329e-12, 2.38567329e-12,
2.38567329e-12, 2.38567329e-12, 2.38567329e-12, 2.38567329e-12,
2.38567329e-12, 2.38567329e-12, 2.38567329e-12]),
max_r_rel=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
max_abs_gammabeta_x=array([0.19569512, 0.19569512, 0.19569512, 0.19569512, 0.19569512,
0.19569512, 0.19569512, 0.19569512, 0.19569512, 0.19569512,
0.19569512]),
max_abs_gammabeta_y=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
max_gamma_rel=array([0.02651047, 0.02651047, 0.02651047, 0.02651047, 0.02651047,
0.02651047, 0.02651047, 0.02651047, 0.02651047, 0.02651047,
0.02651047]),
norm_emit_x_90percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_x_95percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_x_99percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_y_90percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_y_95percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_y_99percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_z_90percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_z_95percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
norm_emit_z_99percent=array([nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]),
energy_ref=array([10000000., 10000000., 10000000., 10000000., 10000000., 10000000.,
10000000., 10000000., 10000000., 10000000., 10000000.]),
mean_energy=array([10013546.82056295, 10013546.82056295, 10013546.82056295,
10013546.82056295, 10013546.82056295, 10013546.82056295,
10013546.82056295, 10013546.82056295, 10013546.82056295,
10013546.82056295, 10013546.82056295]),
mean_gamma=array([19.59602228, 19.59602228, 19.59602228, 19.59602228, 19.59602228,
19.59602228, 19.59602228, 19.59602228, 19.59602228, 19.59602228,
19.59602228]),
mean_px=array([100000., 100000., 100000., 100000., 100000., 100000., 100000.,
100000., 100000., 100000., 100000.]),
mean_py=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
mean_t=array([0.00000000e+00, 3.34015968e-10, 6.68031937e-10, 1.00204791e-09,
1.33606387e-09, 1.67007984e-09, 2.00409581e-09, 2.33811178e-09,
2.67212775e-09, 3.00614372e-09, 3.34015968e-09]),
mean_t_rel=array([0.00000000e+00, 1.55173871e-14, 3.10347741e-14, 4.65521612e-14,
6.20695483e-14, 7.75869354e-14, 9.31043224e-14, 1.08621709e-13,
1.24139097e-13, 1.39656484e-13, 1.55173871e-13]),
p0c=array([9986935.46952186, 9986935.46952186, 9986935.46952186,
9986935.46952186, 9986935.46952186, 9986935.46952186,
9986935.46952186, 9986935.46952186, 9986935.46952186,
9986935.46952186, 9986935.46952186]),
sigma_px=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_py=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
sigma_t=array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]),
t_ref=array([0.00000000e+00, 3.34000451e-10, 6.68000902e-10, 1.00200135e-09,
1.33600180e-09, 1.67000226e-09, 2.00400271e-09, 2.33800316e-09,
2.67200361e-09, 3.00600406e-09, 3.34000451e-09]),
twiss_beta_x=array([], dtype=float64),
twiss_beta_y=array([], dtype=float64),
extra={}
),
reference_frequency=1000000000.0,
reference_species='electron'
)
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I.plot("mean_x")
I.plot("mean_x")
