import numpy as np from numpy import angle as ang import sys from matplotlib import pyplot as plt def read(): A = np.loadtxt('cryomodule_p.dat') cav = A[:, 0] + 1j*A[:, 1] fwd = A[:, 2] + 1j*A[:, 3] rfl = A[:, 4] + 1j*A[:, 5] return cav, fwd, rfl def show(data, f_cvt=abs): cav, fwd, rfl = data plt.plot(f_cvt(cav), label='cav') plt.plot(f_cvt(fwd), label='fwd') plt.plot(f_cvt(rfl), label='rfl') plt.legend() plt.show() def fail_pass(condition): if not condition: print('FAIL') sys.exit(1) else: print('PASS') def check_err(test_val, bound, err): check = abs(test_val - bound) < err print(test_val, bound, err, check) return check def make_check(data): cav, fwd, rfl = data cav_len = len(cav) // 2 err_bar = 5 fail_pass(check_err(abs(cav[cav_len]), 1934, err_bar) and check_err(abs(fwd[cav_len]), 1318, err_bar) and check_err(abs(rfl[cav_len]), 847, err_bar)) if __name__ == "__main__": import argparse parser = argparse.ArgumentParser(description='cryomodule') parser.add_argument('-c', '--check', action='store_true', default=True, help='Purely run the check') parser.add_argument('-s', '--show', action='store_true', help='Show plots first and then run the check') parser.add_argument('-p', '--phase', action='store_true', help='Choose phase instead of default magnitude plot') args = parser.parse_args() data = read() if args.show: show(data, f_cvt=ang if args.phase else abs) make_check(data) else: make_check(data)