#!/usr/bin/env python3 # vim: fdm=indent ts=4 """ Add a uniformly sampled time offset to the clock of each antenna. """ import numpy as np import json import h5py import aa_generate_beacon as beacon clocks_fname = 'clocks.csv' if __name__ == "__main__": from os import path import sys max_clock_offset = 100 if len(sys.argv) < 2 else float(sys.argv[1]) # ns remake_clock_offsets = True seed = 12345 rng = np.random.default_rng(seed) fname = "ZH_airshower/mysim.sry" #### fname_dir = path.dirname(fname) clocks_fname = path.join(fname_dir, clocks_fname) antennas_fname = path.join(fname_dir, beacon.antennas_fname) if path.isfile(clocks_fname) and not remake_clock_offsets: print("Clock offsets previously generated") sys.exit() if not path.isfile(antennas_fname): print("Antenna file cannot be found, did you try generating a beacon?") sys.exit(1) print(f"Modifying clocks upto {max_clock_offset}ns.") # read in antennas with h5py.File(antennas_fname, 'a') as fp: if 'antennas' not in fp.keys(): print("Antenna file corrupted? no antennas") sys.exit(1) group = fp['antennas'] N_antennas = len(group.keys()) if True: # uniform clock_offsets = max_clock_offset * (2*rng.uniform(size=N_antennas) - 1) else: # normal clock_offsets = max_clock_offset * rng.normal(0, 1, size=N_antennas) # modify time values of each antenna for i, name in enumerate(group.keys()): h5ant = group[name] clk_offset = clock_offsets[i] if 'traces' not in h5ant.keys(): print(f"Antenna file corrupted? no 'traces' in {name}") sys.exit(1) h5ant_attrs = h5ant.attrs if 'clock_offset' in h5ant_attrs: tmp_offset = h5ant_attrs['clock_offset'] if remake_clock_offsets: h5ant['traces'][0, :] -= tmp_offset else: clock_offsets[i] = tmp_offset continue h5ant_attrs['clock_offset'] = clk_offset h5ant['traces'][0, :] += clk_offset # save to simple csv np.savetxt(clocks_fname, clock_offsets) print("Antenna clocks modified in " + str(antennas_fname))