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Diffstat (limited to 'Examples/Modules/RigidInjection/analysis_rigid_injection_LabFrame.py')
-rwxr-xr-x | Examples/Modules/RigidInjection/analysis_rigid_injection_LabFrame.py | 70 |
1 files changed, 70 insertions, 0 deletions
diff --git a/Examples/Modules/RigidInjection/analysis_rigid_injection_LabFrame.py b/Examples/Modules/RigidInjection/analysis_rigid_injection_LabFrame.py new file mode 100755 index 000000000..86214ad72 --- /dev/null +++ b/Examples/Modules/RigidInjection/analysis_rigid_injection_LabFrame.py @@ -0,0 +1,70 @@ +#! /usr/bin/env python + +''' +Analysis script of a WarpX simulation of rigid injection. + +A Gaussian electron beam starts from -5 microns, propagates rigidly up to +20 microns after which it expands due to emittance only (the focal position is +20 microns). The beam width is measured after ~50 microns, and compared with +the theory (with a 5% error allowed). + +As a help to the user, the script also compares beam width to the theory in +case rigid injection is OFF (i.e., the beam starts expanding from -5 microns), +in which case a warning is raised. +''' + +import sys +import yt +import numpy as np +import scipy.constants as scc +yt.funcs.mylog.setLevel(0) + +filename = sys.argv[1] + +# WarpX headers include more data when rigid injection is used, +# which gives an error with the last yt release. +# To avoid this issue, the three last lines of WarpXHeader are removed if +# needed. +def remove_rigid_lines(plotfile, nlines_if_rigid): + header_name = plotfile + '/WarpXHeader' + f = open(header_name, 'r') + file_lines = f.readlines() + nlines = len(file_lines) + f.close() + if nlines == nlines_if_rigid: + f = open(header_name, 'w') + f.writelines(file_lines[:-3]) + f.close() + +# Remove rigid injection header lines +remove_rigid_lines(filename, 18) +# Read beam parameters +ds = yt.load( filename ) +ad = ds.all_data() +# Beam longitudinal position +z = np.mean(ad['beam', 'particle_position_y'].v) +# Beam width +w = np.std(ad['beam', 'particle_position_x'].v) + +# initial parameters +z0 = 20.e-6 +z0_no_rigid = -5.e-6 +w0 = 1.e-6 +theta0 = np.arcsin(0.1) + +# Theoretical beam width after propagation if rigid OFF +# Inform the user if rigid injection simply off (just to be kind) +wth_no_rigid = np.sqrt( w0**2 + (z-z0_no_rigid)**2*theta0**2 ) +error_no_rigid = np.abs((w-wth_no_rigid)/wth_no_rigid) +if ( error_no_rigid < 0.05): + print("error no rigid: " + str(error_no_rigid)) + print("Looks like the beam defocuses as if rigid injection were OFF") + +# Theoretical beam width after propagation if rigid ON +wth = np.sqrt( w0**2 + (z-z0)**2*theta0**2 ) +error = np.abs((w-wth)/wth) +# Print error and assert small error +print("Beam position: " + str(z)) +print("Beam width : " + str(w)) +print("error: " + str(error)) +assert( error < 0.05 ) |