def CreateDescription(self, part):
desc = tableio.I3TableRowDescription()
desc.add_field('x', tableio.types.Float64, 'm',
'x-position of particle')
desc.add_field('y', tableio.types.Float64, 'm',
'y-position of particle')
desc.add_field('z', tableio.types.Float64, 'm',
'z-position of particle')
desc.add_field('time', tableio.types.Float64, 'ns',
'origin time of particle')
desc.add_field('zenith', tableio.types.Float64, 'radian',
'zenith angle of particle origin')
desc.add_field('azimuth', tableio.types.Float64, 'radian',
'azimuthal angle of particle origin')
desc.add_field('energy', tableio.types.Float64, 'GeV',
'energy of particle')
desc.add_field('speed', tableio.types.Float64, 'Gm/s',
'particle speed')
desc.add_field('length', tableio.types.Float64, 'm', 'length of track')
# skip: major_id/minor_id
desc.add_field('type', tableio.I3Datatype(self.booked.ParticleType),
'', '')
desc.add_field('shape', tableio.I3Datatype(self.booked.ParticleShape),
'', '')
desc.add_field('location',
tableio.I3Datatype(self.booked.LocationType), '', '')
desc.add_field('fit_status', tableio.I3Datatype(self.booked.FitStatus),
'', '')
return desc
def CreateDescription(self, meparams):
desc = tableio.I3TableRowDescription()
desc.add_field("N", tableio.types.Float64, "",
"Normalization of Exp. or TomF function")
desc.add_field("N_err", tableio.types.Float64, "",
"Uncertainty of normalization N")
desc.add_field("b", tableio.types.Float64, "",
"Slope of Exp. or TomF function")
desc.add_field("b_err", tableio.types.Float64, "",
"Uncertainty of slope b")
desc.add_field("gamma", tableio.types.Float64, "",
"Exponent of TomF function")
desc.add_field("gamma_err", tableio.types.Float64, "",
"Uncertainty of exponent gamma")
desc.add_field("nDOMs", tableio.types.Float64, "",
"Number of DOMs used for energy loss reconstr.")
desc.add_field("rllh", tableio.types.Float64, "", "Rllh of the fit")
desc.add_field("chi2", tableio.types.Float64, "",
"Chi square of the fit")
desc.add_field("chi2ndof", tableio.types.Float64, "",
"Chi square per deg of freedom")
desc.add_field("peak_energy", tableio.types.Float64, "GeV",
"Peak energy of the eloss dist.")
desc.add_field("peak_sigma", tableio.types.Float64, "GeV",
"Uncertainty of the peak_energy")
desc.add_field("mean", tableio.types.Float64, "GeV",
"Mean energy loss")
desc.add_field("median", tableio.types.Float64, "GeV",
"Median energy loss")
desc.add_field("bin_width", tableio.types.Float64, "",
"Bin width of the eloss dist.")
return desc
def CreateDescription(self, part):
desc = tableio.I3TableRowDescription()
desc.add_field("LocalMST", tableio.types.Float64, "s",
"Local siderial time (GMST)")
desc.add_field("LocalAntiS", tableio.types.Float64, "s",
"Local anti-siderial time (GMAST)")
desc.add_field("LocalExtS", tableio.types.Float64, "s",
"Local extend-siderial time (GMEST)")
desc.add_field("ModJulDay", tableio.types.Float64, "d",
"Modified Julian Day")
desc.add_field("LLHAzimuthDeg", tableio.types.Float32, "deg",
"Log-likelyhood azimuth angle")
desc.add_field("LLHZenithDeg", tableio.types.Float32, "deg",
"Log-likelyhood zenith angle")
desc.add_field("LFAzimuthDeg", tableio.types.Float32, "deg",
"LineFit azimuth angle")
desc.add_field("LFZenithDeg", tableio.types.Float32, "deg",
"LineFit zenith angle")
desc.add_field("LinLLHOpeningAngleDeg", tableio.types.Float32, "deg",
"Opening angle between LLHReco and LineFit")
desc.add_field("RADeg", tableio.types.Float32, "deg",
"Right Ascension")
desc.add_field("DecDeg", tableio.types.Float32, "deg", "Declination")
desc.add_field("RAAntiS", tableio.types.Float32, "deg",
"Antisiderial RA")
desc.add_field("DecAntiS", tableio.types.Float32, "deg",
"Antisiderial Dec")
desc.add_field("RAExtS", tableio.types.Float32, "deg",
"Extended-siderial RA")
desc.add_field("RASolar", tableio.types.Float32, "deg",
"RA solar time")
desc.add_field("DecSolar", tableio.types.Float32, "deg",
"Dec solar time")
desc.add_field("RASun", tableio.types.Float32, "deg", "RA of Sun")
desc.add_field("DecSun", tableio.types.Float32, "deg", "Dec of Sun")
desc.add_field("RAMoon", tableio.types.Float32, "deg", "RA of Moon")
desc.add_field("DecMoon", tableio.types.Float32, "deg", "Dec of Moon")
desc.add_field("LogMuE", tableio.types.Float32, "log(E/GeV)",
"Log of MuE energy reco")
desc.add_field("RLogL", tableio.types.Float32, "",
"RLogL quality of reconstruction")
desc.add_field("CoG_X", tableio.types.Float32, "m", "CoG_X of LLHReco")
desc.add_field("CoG_Y", tableio.types.Float32, "m", "CoG_Y of LLHReco")
desc.add_field("CoG_Z", tableio.types.Float32, "m", "CoG_Z of LLHReco")
desc.add_field("LDir", tableio.types.UInt32, "", "LDir-C")
desc.add_field("RunId", tableio.types.UInt32, "", "Run ID")
desc.add_field("NDirHits", tableio.types.UInt32, "",
"Number of direct hits")
desc.add_field("NChannels", tableio.types.UInt16, "",
"Number of hit channels")
desc.add_field("NStrings", tableio.types.UInt16, "",
"Number of strings")
desc.add_field("SubRunId", tableio.types.UInt16, "", "SubRunId")
desc.add_field("IsGoodLineFit", tableio.types.Bool, "",
"Is Good LineFit")
desc.add_field("IsGoodLLH", tableio.types.Bool, "", "Is Good LLH fit")
return desc
def CreateDescription(self, lfparams):
desc = tableio.I3TableRowDescription()
desc.add_field("primary_zenith", tableio.types.Float64, "", "")
desc.add_field("primary_azimuth", tableio.types.Float64, "", "")
desc.add_field("primary_energy", tableio.types.Float64, "", "")
desc.add_field('primary_type',
tableio.I3Datatype(I3Particle.ParticleType), '', '')
desc.add_field("bias_factor", tableio.types.Float64, "", "")
desc.add_field("bias_target", tableio.types.Float64, "", "")
desc.add_field("weight", tableio.types.Float64, "", "")
desc.add_field("max_x", tableio.types.Float64, "", "")
return desc
def CreateDescription(self,dlsm):
desc = tableio.I3TableRowDescription()
# make this a "ragged" table
desc.is_multi_row = True
# grab an example DOMLaunch
wf = self._get_nonempty(dlsm)
# unrolling fields
desc.add_field('string',tableio.types.Int16,'','String number')
desc.add_field('om',tableio.types.UInt16,'','OM number')
desc.add_field('index',tableio.types.UInt16,'','Index within the vector')
# DOMLaunch fields
desc.add_field('start_time',tableio.types.Float32,'ns','')
desc.add_field('bin_width',tableio.types.Float32,'ns','')
desc.add_field('source',tableio.I3Datatype(self.wf.Source),'','')
desc.add_field('waveform',tableio.types.Float32,'','',len(wf.waveform))
return desc
def setUp(self):
desc = tableio.I3TableRowDescription()
self.types = {
'signed_char': tableio.types.Int8,
'unsigned_char': tableio.types.UInt8,
'signed_short': tableio.types.Int16,
'unsigned_short':tableio.types.UInt16,
'signed_int': tableio.types.Int32,
'unsigned_int': tableio.types.UInt32,
'signed_long': tableio.types.Int64,
'unsigned_long': tableio.types.UInt64,
'float': tableio.types.Float32,
'double': tableio.types.Float64,
'bool': tableio.types.Bool}
# HACK: dial back longs on 32 bit systems for testing purposes
if sys.maxsize == 2**31-1:
self.types['signed_long'] = tableio.types.Int32
self.types['unsigned_long'] = tableio.types.UInt32
self.codes = {
'signed_char': 'b',
'unsigned_char': 'B',
'signed_short': 'h',
'unsigned_short':'H',
'signed_int': 'i',
'unsigned_int': 'I',
'signed_long': 'l',
'unsigned_long': 'L',
'float': 'f',
'double': 'd',
'bool': 'o'}
self.conversions = {int: ['c','b','B','h','H','i'],
int: ['I','h','H'],
float: ['f','d'],
bool: ['o']}
for t,code in self.types.items():
desc.add_field(t,code,'','')
desc.add_field('%s_vec'%t,code,'','',128)
desc.add_field('trigger_type',tableio.I3Datatype(dataclasses.I3DOMLaunch.TriggerType),'','')
self.desc = desc
self.rows = tableio.I3TableRow(desc,1)
def CreateDescription(self, pamparams):
desc = tableio.I3TableRowDescription()
desc.add_field(
'Log10_S125', tableio.types.Float64, '',
'Logarithmic signal strength at 125m from shower core.')
desc.add_field('Beta', tableio.types.Float64, '', 'Beta.')
desc.add_field('RhoMu', tableio.types.Float64, '',
'Muon LDF signal strength at r_mu_ref.')
desc.add_field('Chi2_ldf', tableio.types.Float64, '',
'Chi2 from LDF fit.')
desc.add_field('ndof_ldf', tableio.types.Float64, '',
'Number of degrees of freedom from LDF fit.')
desc.add_field('r_ref', tableio.types.Float64, '',
'Distance reference.')
desc.add_field('Moliere', tableio.types.Float64, '', 'Moliere radius.')
desc.add_field('r_mu_ref', tableio.types.Float64, '',
'Distance reference for muon LDF only.')
desc.add_field('llh_ldf', tableio.types.Float64, '', 'Likelihood LDF.')
desc.add_field('LDFtype', tableio.types.Float64, '',
'Flag for DLP/NKG.')
desc.add_field('gamma', tableio.types.Float64, '',
'Zenith dependent parameter for muon LDF.')
desc.add_field('omega', tableio.types.Float64, '',
'Zenith dependent parameter for muon LDF.')
desc.add_field('Amp', tableio.types.Float64, '',
'Curvature amplitude.')
desc.add_field('Chi2_time', tableio.types.Float64, '',
'Chi2 from LDF time fit.')
desc.add_field('ndof_time', tableio.types.Float64, '',
'Number of degrees of freedom for time fit.')
desc.add_field('llh_time', tableio.types.Float64, '',
'Likelihood from time fit.')
desc.add_field('NX', tableio.types.Float64, '',
'Normalized X direction.')
desc.add_field('NY', tableio.types.Float64, '',
'Normalized Y direction.')
desc.add_field('Kappa', tableio.types.Float64, '', 'DLP parameter.')
desc.add_field('Dcurve', tableio.types.Float64, '',
'Width of exponential nose of shower front..')
desc.add_field('Ncurve', tableio.types.Float64, '',
'Normalization in exponential nose of shower front.')
desc.add_field('ndof', tableio.types.Float64, '',
'Number of degrees of freedom.')
return desc
def CreateDescription(self, meparams):
desc = tableio.I3TableRowDescription()
desc.add_field(
"nDOMsCascade", tableio.types.Float64, "",
"Number of DOMs available for the leading cascade energy reconstruction."
)
desc.add_field("cascade_energy", tableio.types.Float64, "",
"Reconstructed leading cascade energy.")
desc.add_field(
"cascade_energy_sigma", tableio.types.Float64, "",
"Statistical error on the reconstructed leading cascade energy.")
desc.add_field("cascade_position_x", tableio.types.Float64, "",
"X coordinate of the position of the leading cascade.")
desc.add_field("cascade_position_y", tableio.types.Float64, "",
"Y coordinate of the position of the leading cascade.")
desc.add_field("cascade_position_z", tableio.types.Float64, "",
"Z coordinate of the position of the leading cascade.")
desc.add_field("cascade_slant_depth", tableio.types.Float64, "",
"Slant depth of the leading cascade.")
return desc
def CreateDescription(self,dlsm):
desc = tableio.I3TableRowDescription()
# make this a "ragged" table
desc.is_multi_row = True
# grab an example DOMLaunch
dl = self._get_nonempty(dlsm)
# unrolling fields
desc.add_field('string',tableio.types.Int16,'','String number')
desc.add_field('om',tableio.types.UInt16,'','OM number')
desc.add_field('index',tableio.types.UInt16,'','Index within the vector')
# DOMLaunch fields
desc.add_field('start_time',tableio.types.Float32,'ns','')
desc.add_field('pedestal_sub',tableio.types.Bool,'','Has the pedestal been subtracted?')
desc.add_field('lc_bit',tableio.types.Bool,'','')
desc.add_field('trigger_type',tableio.I3Datatype(self.dl.TriggerType),'','')
desc.add_field('trigger_mode',tableio.I3Datatype(self.dl.TriggerMode),'','')
desc.add_field('raw_charge_stamp',tableio.types.Int32,'','',len(dl.GetRawChargeStamp()))
for i in range(3):
desc.add_field('raw_atwd_%d'%i,tableio.types.Int32,'counts','Uncalibrated ATWD digitizer counts',128)
desc.add_field('raw_fadc',tableio.types.UInt16,'counts','Uncalibrated fADC digitizer counts',256)
return desc
def CreateDescription(self, tc_values):
desc = tableio.I3TableRowDescription()
desc.add_field("timelength_fwhm",
tableio.types.Float64, "ns",
I3TimeCharacteristicsValues.timelength_fwhm.__doc__
)
desc.add_field("timelength_last_first",
tableio.types.Float64, "ns",
I3TimeCharacteristicsValues.timelength_last_first.__doc__
)
desc.add_field("timelength_maxgap",
tableio.types.Float64, "m",
I3TimeCharacteristicsValues.timelength_maxgap.__doc__
)
desc.add_field("zpattern",
tableio.types.Float64, "value",
I3TimeCharacteristicsValues.zpattern.__doc__
)
return desc
def CreateDescription(self, fivect):
desc = tableio.I3TableRowDescription()
desc.IsMultiRow = True
desc.add_field("string", tableio.types.Int32, "",
"string number of the flashing DOM")
desc.add_field("om", tableio.types.UInt32, "",
"OM number of the flashing DOM")
desc.add_field(
"flash_time", tableio.types.Float64, "ns",
"Time (in nsec) in 25 nsec units, of the LED flash time.")
desc.add_field("mask", tableio.types.UInt32, "bitmask",
"indicates which LEDs were flashing")
desc.add_field("width", tableio.types.Int32, "", "flasher width")
desc.add_field("rate", tableio.types.Int32, "", "flasher rate")
desc.add_field("brightness", tableio.types.Int32, "",
"brightness level (1..127)")
desc.add_field("atwd_bin_size", tableio.types.Float64, "ns",
"bin width of the ATWD3")
desc.add_field("raw_atwd3", tableio.types.Int64, "counts",
"ATWD waveform of the LED current pulse", 128)
return desc
def CreateDescription(self, obj):
desc = tableio.I3TableRowDescription()
desc.add_field("a", tableio.types.Float64, "", "Parameter A")
desc.add_field("b", tableio.types.Float64, "", "Parameter B")
return desc