import numpy as np
import time
import logging
import NuRadioReco.framework.sim_channel
from NuRadioReco.modules.base.module import register_run
from NuRadioReco.detector import antennapattern
from NuRadioReco.utilities import units, ice, geometryUtilities
from NuRadioReco.utilities import signal_processing
from NuRadioReco.framework.parameters import electricFieldParameters as efp
from NuRadioReco.framework.parameters import channelParameters as chp
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class efieldToVoltageConverterPerEfield():
"""
This module applies the antenna response to each electric field individually and stores the
resulting voltage traces in the SimStationclass as SimChannel objects
"""
def __init__(self, log_level=logging.NOTSET):
self.__t = 0
self.logger = logging.getLogger('NuRadioReco.efieldToVoltageConverterPerEfield')
self.logger.setLevel(log_level)
self.antenna_provider = antennapattern.AntennaPatternProvider()
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@register_run()
def run(self, evt, station, det):
"""
Converts simulated electric fields to voltage traces for each channel in a sim station.
Parameters
----------
evt : Event
The event object.
station : SimStation (or Station)
The SimStation object. If a Station object is provided, it is detected and the
SimStation is automatically retrived from the Station object
det : Detector
The detector object.
Returns
-------
None
Raises
------
LookupError
If the station has no electric fields.
"""
t = time.time()
# access simulated efield and high level parameters
if isinstance(station, NuRadioReco.framework.station.Station):
sim_station = station.get_sim_station()
else:
sim_station = station
if(len(sim_station.get_electric_fields()) == 0):
raise LookupError(f"station {station.get_id()} has no efields")
for channel_id in det.get_channel_ids(sim_station.get_id()):
# one channel might contain multiple channels to store the signals from multiple ray paths and showers,
# so we loop over all simulated channels with the same id,
self.logger.debug('channel id {}'.format(channel_id))
for electric_field in sim_station.get_electric_fields_for_channels([channel_id]):
sim_channel = NuRadioReco.framework.sim_channel.SimChannel(channel_id, shower_id=electric_field.get_shower_id(),
ray_tracing_id=electric_field.get_ray_tracing_solution_id())
sim_channel[chp.signal_ray_type] = electric_field[efp.ray_path_type]
ff = electric_field.get_frequencies()
efield_fft = electric_field.get_frequency_spectrum()
zenith = electric_field[efp.zenith]
azimuth = electric_field[efp.azimuth]
# get antenna pattern for current channel
VEL = signal_processing.get_efield_antenna_factor(sim_station, ff, [channel_id], det, zenith, azimuth, self.antenna_provider)
if VEL is None: # this can happen if there is not signal path to the antenna
voltage_fft = np.zeros_like(efield_fft[1]) # set voltage trace to zeros
else:
# Apply antenna response to electric field
VEL = VEL[0] # we only requested the VEL for one channel, so selecting it
voltage_fft = np.sum(VEL * np.array([efield_fft[1], efield_fft[2]]), axis=0)
# Remove DC offset
voltage_fft[np.where(ff < 5 * units.MHz)] = 0.
if sim_station.is_cosmic_ray():
site = det.get_site(sim_station.get_id())
antenna_position = det.get_relative_position(sim_station.get_id(),
channel_id) - electric_field.get_position()
if zenith > 90 * units.deg: # signal is coming from below, so we take IOR of ice
index_of_refraction = ice.get_refractive_index(antenna_position[2], site)
else: # signal is coming from above, so we take IOR of air
index_of_refraction = ice.get_refractive_index(1, site)
# For cosmic ray events, we only have one electric field for all channels, so we have to account
# for the difference in signal travel between channels. IMPORTANT: This is only accurate
# if all channels have the same z coordinate
travel_time_shift = geometryUtilities.get_time_delay_from_direction(
zenith,
azimuth,
antenna_position,
index_of_refraction
)
else:
travel_time_shift = 0
# set the trace to zeros
sim_channel.set_frequency_spectrum(voltage_fft, electric_field.get_sampling_rate())
sim_channel.set_trace_start_time(electric_field.get_trace_start_time() + travel_time_shift)
sim_station.add_channel(sim_channel)
self.__t += time.time() - t
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def end(self):
from datetime import timedelta
self.logger.setLevel(logging.INFO)
dt = timedelta(seconds=self.__t)
self.logger.info("total time used by this module is {}".format(dt))
return dt