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#!/usr/bin/env python3
#
# Copyright 2021-2022 Tiberius Rheaume
#
# This file is part of WarpX.
#
# License: BSD-3-Clause-LBNL
"""
This script tests the accuracy of the FieldProbe diagnostic by observing a plane
wave undergoing single slit diffraction. The input file inputs_2d is used. This
file defines the simulation box, laser pulse, embeded boundary with single slit,
and line of detector points. The plane wave initializes near the negative Z end
of the simulation box. The wave interacts with the embeded boundary at Z=0. The
wave undergoes diffraction at the slit. The electromagnetic flux is calculated
at the line detector which is placed perpendicular to Z beyond the slit. This
test will check if the detected EM flux matches expected values,
which can be solved analytically.
"""
import numpy as np
import pandas as pd
filename = "diags/reducedfiles/FP_line.txt"
# Open data file
df = pd.read_csv(filename, sep=' ')
df = df.sort_values(by=['[2]part_x_lev0-(m)'])
# Select position and Intensity of timestep 500
x = df.query('`[0]step()` == 500')['[2]part_x_lev0-(m)']
S = df.query('`[0]step()` == 500')['[11]part_S_lev0-(W*s/m^2)']
xvals = x.to_numpy()
svals = S.to_numpy()
# Default intensity is highest measured value for plane
# wave interacting with single slit
I_0 = np.max(S)
def I_envelope (x, lam = 0.2e-6, a = 0.3e-6, D = 1.7e-6):
arg = np.pi * a / lam * np.sin(np.arctan(x / D))
return np.sinc( arg / np.pi )**2
# Count non-outlyer values away from simulation boundaries
counter = np.arange(60, 140, 2)
# Count average error from expected values
error = 0
for a in counter:
b = I_0 * I_envelope(xvals[a])
c = svals[a]
error += abs((c-b)/b) * 100.0
averror = error / (len(counter) - 1)
# average error range set at 2.5%
if averror > 2.5:
print('Average error greater than 2.5%')
assert averror < 2.5
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