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Commit 9853f160 authored by Moritz Huetten's avatar Moritz Huetten
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restored old weather monitoring reading for further development

parent c1c2bc03
Pipeline #68157 passed with stage
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ctapipe_io_magic/__init__.py
View file @ 9853f160
......@@ -12,7 +12,7 @@ import scipy.interpolate
from astropy import units as u
from astropy.time import Time
from ctapipe.io.eventsource import EventSource
from ctapipe.io.containers import DataContainer, TelescopePointingContainer
from ctapipe.io.containers import DataContainer, EventAndMonDataContainer, TelescopePointingContainer, WeatherContainer
from ctapipe.instrument import TelescopeDescription, SubarrayDescription, OpticsDescription, CameraGeometry
__all__ = ['MAGICEventSource']
......@@ -227,7 +227,10 @@ class MAGICEventSource(EventSource):
counter = 0
# Data container - is initialized once, and data is replaced within it after each yield
data = DataContainer()
if not self.is_mc:
data = EventAndMonDataContainer()
else:
data = DataContainer()
# Telescopes with data:
tels_in_file = ["m1", "m2"]
......@@ -298,6 +301,12 @@ class MAGICEventSource(EventSource):
# Adding the event arrival time
time_tmp = Time(event_data['mjd'], scale='utc', format='mjd')
data.trig.gps_time = Time(time_tmp, format='unix', scale='utc', precision=9)
# Filling weather information
weather = WeatherContainer()
weather.air_temperature = event_data['air_temperature'] * u.deg_C
weather.air_pressure = event_data['air_pressure'] * u.hPa
weather.air_humidity = event_data['air_humidity']
data.weather = weather
else:
data.mc.energy = event_data['true_energy'] * u.GeV
data.mc.alt = (90 - event_data['true_zd']) * u.deg
......@@ -416,6 +425,12 @@ class MAGICEventSource(EventSource):
# Adding the event arrival time
time_tmp = Time(event_data['mjd'], scale='utc', format='mjd')
data.trig.gps_time = Time(time_tmp, format='unix', scale='utc', precision=9)
# Filling weather information
weather = WeatherContainer()
weather.air_temperature = event_data['air_temperature'] * u.deg_C
weather.air_pressure = event_data['air_pressure'] * u.hPa
weather.air_humidity = event_data['air_humidity']
data.weather = weather
else:
data.mc.energy = event_data['true_energy'] * u.GeV
data.mc.alt = (90 - event_data['true_zd']) * u.deg
......@@ -538,6 +553,14 @@ class MAGICEventSource(EventSource):
data.r1.tels_with_data = tels_with_data
data.dl0.tels_with_data = tels_with_data
data.trig.tels_with_trigger = tels_with_data
if self.is_mc == False:
# Filling weather information
weather = WeatherContainer()
weather.air_temperature = event_data['air_temperature'] * u.deg_C
weather.air_pressure = event_data['air_pressure'] * u.hPa
weather.air_humidity = event_data['air_humidity']
data.weather = weather
yield data
counter += 1
......@@ -671,6 +694,9 @@ class MarsRun:
event_data['pointing_ra'] = scipy.array([])
event_data['pointing_dec'] = scipy.array([])
event_data['MJD'] = scipy.array([])
event_data['air_pressure'] = scipy.array([])
event_data['air_humidity'] = scipy.array([])
event_data['air_temperature'] = scipy.array([])
event_data['badpixelinfo'] = []
event_data['mars_meta'] = []
......@@ -718,6 +744,15 @@ class MarsRun:
'MReportDrive.fRa',
'MReportDrive.fDec'
]
weather_array_list = [
'MTimeWeather.fMjd',
'MTimeWeather.fTime.fMilliSec',
'MTimeWeather.fNanoSec',
'MReportWeather.fPressure',
'MReportWeather.fHumidity',
'MReportWeather.fTemperature'
]
# Info only applicable for MC:
mc_list = [
......@@ -804,6 +839,34 @@ class MarsRun:
nanosec = event_times[b'MTime.fNanoSec']
mjd = mjd + (millisec / 1e3 + nanosec / 1e9) / seconds_per_day
# Reading weather information:
try:
weather_info = input_file['Weather'].arrays(weather_array_list)
weather_time_day = weather_info[b'MTimeWeather.fMjd']
weather_time_millisec = weather_info[b'MTimeWeather.fTime.fMilliSec']
weather_time_nanosec = weather_info[b'MTimeWeather.fNanoSec']
weather_mjd = weather_time_day + (weather_time_millisec/1e3 + weather_time_nanosec/1e9) / seconds_per_day
weather_mjd, weather_indices = np.unique(weather_mjd, return_index = True)
air_pressure_array = weather_info[b'MReportWeather.fPressure'][weather_indices] # hPa
air_humidity_array = weather_info[b'MReportWeather.fHumidity'][weather_indices]
air_temperature_array = weather_info[b'MReportWeather.fTemperature'][weather_indices] # degree celsius
air_pressure_interpolator = scipy.interpolate.interp1d(weather_mjd, air_pressure_array, fill_value="extrapolate")
air_humidity_interpolator = scipy.interpolate.interp1d(weather_mjd, air_humidity_array, fill_value="extrapolate")
air_temperature_interpolator = scipy.interpolate.interp1d(weather_mjd, air_temperature_array, fill_value="extrapolate")
air_pressure = air_pressure_interpolator(mjd) #* u.hPa
air_humidity = air_humidity_interpolator(mjd)
air_temperature = air_temperature_interpolator(mjd) #* u.deg_C
except:
print("Could not find weather information. "
"Set to 0 degree Celsius, 50% humidity, 790hPa ambient pressure.")
air_pressure = scipy.full(len(mjd), 790.) #* u.hPa
air_humidity = scipy.full(len(mjd), 0.5)
air_temperature = scipy.zeros(len(mjd)) #* u.deg_C
# Reading pointing information (in units of degrees):
if 'MPointingPos.' in input_file['Events']:
......@@ -869,6 +932,10 @@ class MarsRun:
event_data['pointing_ra'] = scipy.concatenate((event_data['pointing_ra'], pointing_ra))
event_data['pointing_dec'] = scipy.concatenate((event_data['pointing_dec'], pointing_dec))
if is_simulation == False:
event_data['air_pressure'] = scipy.concatenate((event_data['air_pressure'], air_pressure))
event_data['air_humidity'] = scipy.concatenate((event_data['air_humidity'], air_humidity))
event_data['air_temperature'] = scipy.concatenate((event_data['air_temperature'], air_temperature))
event_data['MJD'] = scipy.concatenate((event_data['MJD'], mjd))
else:
mc_info = input_file['Events'].arrays(mc_list)
......@@ -1134,6 +1201,9 @@ class MarsRun:
'pointing_ra' - pointing right ascension [degrees]
'pointing_dec' - pointing declination [degrees]
'mjd' - event arrival time [MJD]
'air_humidity' - relative ambient air humidity
'air_pressure' - ambient air pressure [astropy units]
'air_temperature' - ambient air temperature [astropy units]
"""
file_num = self._get_pedestal_file_num(pedestal_event_num, telescope)
......@@ -1154,6 +1224,9 @@ class MarsRun:
event_data['pointing_ra'] = self.event_data[telescope]['pointing_ra'][event_id]
event_data['pointing_dec'] = self.event_data[telescope]['pointing_dec'][event_id]
event_data['mjd'] = self.event_data[telescope]['MJD'][event_id]
event_data['air_pressure'] = self.event_data[telescope]['air_pressure'][event_id]
event_data['air_humidity'] = self.event_data[telescope]['air_humidity'][event_id]
event_data['air_temperature'] = self.event_data[telescope]['air_temperature'][event_id]
event_data['mars_meta'] = self.event_data[telescope]['mars_meta'][file_num]
return event_data
......@@ -1189,6 +1262,9 @@ class MarsRun:
'm2_pointing_ra' - M2 pointing right ascension [degrees]
'm2_pointing_dec' - M2 pointing declination [degrees]
'mjd' - event arrival time [MJD]
'air_humidity' - relative ambient air humidity
'air_pressure' - ambient air pressure [astropy units]
'air_temperature' - ambient air temperature [astropy units]
"""
m1_file_num, m2_file_num = self._get_stereo_file_num(stereo_event_num)
......@@ -1227,6 +1303,9 @@ class MarsRun:
if self.is_mc == False:
event_data['mjd'] = self.event_data['M1']['MJD'][m1_id]
event_data['air_pressure'] = self.event_data['M1']['air_pressure'][m1_id]
event_data['air_humidity'] = self.event_data['M1']['air_humidity'][m1_id]
event_data['air_temperature'] = self.event_data['M1']['air_temperature'][m1_id]
else:
event_data['true_energy'] = self.event_data['M1']['true_energy'][m1_id]
event_data['true_zd'] = self.event_data['M1']['true_zd'][m1_id]
......@@ -1265,6 +1344,9 @@ class MarsRun:
'pointing_ra' - pointing right ascension [degrees]
'pointing_dec' - pointing declination [degrees]
'mjd' - event arrival time [MJD]
'air_humidity' - relative ambient air humidity
'air_pressure' - ambient air pressure [astropy units]
'air_temperature' - ambient air temperature [astropy units]
"""
file_num = self._get_mono_file_num(mono_event_num, telescope)
......@@ -1289,6 +1371,9 @@ class MarsRun:
if self.is_mc == False:
event_data['mjd'] = self.event_data[telescope]['MJD'][event_id]
event_data['air_pressure'] = self.event_data[telescope]['air_pressure'][event_id]
event_data['air_humidity'] = self.event_data[telescope]['air_humidity'][event_id]
event_data['air_temperature'] = self.event_data[telescope]['air_temperature'][event_id]
else:
event_data['true_energy'] = self.event_data[telescope]['true_energy'][event_id]
event_data['true_zd'] = self.event_data[telescope]['true_zd'][event_id]
......
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