Python TODLoop.add_tod_list Beispiele

Beispiel #1

Datei: plot_glitches.py Projekt: janvimadhani/ACT-Pipeline---OLD

from todloop.routines import DataLoader
from todloop.tod import TODLoader, TODInfoLoader
from todloop.base import TODLoop
from routines import PlotGlitches
from calibration.routines import FixOpticalSign, CalibrateTOD

tod_id = 1300
loop = TODLoop()
loop.add_tod_list("../data/s16_pa3_list.txt")

#will load the data stored in the folder specified one by one
#and store the loaded data in the shared date store under a key called data
loop.add_routine(DataLoader(input_dir="../outputs/s16_pa3_list/cosig/", output_key="cuts"))
loop.add_routine(TODLoader(output_key="tod_data"))
loop.add_routine(FixOpticalSign(input_key="tod_data", output_key="tod_data"))
loop.add_routine(CalibrateTOD(input_key="tod_data",output_key="tod_data"))
loop.add_routine(PlotGlitches(tag=tod_id,tod_key="tod_data", cosig_key="cuts"))
loop.run(tod_id,tod_id + 1)

Beispiel #2

Datei: get_tracks.py Projekt: pitt-cosmos/act-glitch-studies

from todloop.base import TODLoop
from todloop.routines import DataLoader
from todloop.filters import DurationFilter, PixelFilter, SpreadFilter
from routines import GetTracks, PlotTracks

loop = TODLoop()
loop.add_tod_list("data/s17_pa4_sublist.txt")

# add sample handler
loop.add_routine(DataLoader(input_dir="outputs/s17_pa4_sublist_cosig/"))
#loop.add_routine(DataLoader(input_dir="outputs/coincident_signals_subset/"))

# add filters
#loop.add_routine(DurationFilter(max_duration=10))
#loop.add_routine(PixelFilter(max_pixels=5))

# add main routine
loop.add_routine(GetTracks(season='2017', array='AR4'))
#loop.add_routine(SpreadFilter(max_spread=1))

# add plot routine
#loop.add_routine(PlotTracks(output_dir="outputs/get_tracks_filtered/", season='2017', array='AR4'))
loop.add_routine(
    PlotTracks(output_dir="outputs/s17_pa4_sublist_tracks/",
               season='2017',
               array='AR4'))

# specify range of tods of interests
loop.run(0, 2)

Beispiel #3

Datei: covered_tods.py Projekt: janvimadhani/ACT-Pipeline---OLD

from todloop.routines import DataLoader
from todloop.tod import TODLoader
from todloop.base import TODLoop
from routines import TimeSeries, PlotGlitches, Energy, SaveEvents, NPixelStudy, EnergyStudy, CRCorrelationFilter
from calibration.routines import FixOpticalSign, CalibrateTOD
"""
INITIALIZE TODLoop
"""
loop = TODLoop()
tod_id = 0
loop.add_tod_list("../data/covered_tods.txt")
loop.add_routine(
    DataLoader(input_dir="../outputs/covered_tods_cosig/", output_key="cuts"))
"""
LOAD TOD DATA
"""
loop.add_routine(TODLoader(output_key="tod_data"))
loop.add_routine(FixOpticalSign(input_key="tod_data", output_key="tod_data"))
loop.add_routine(CalibrateTOD(input_key="tod_data", output_key="tod_data"))
"""
ROUTINES
"""
loop.add_routine(TimeSeries(tod_key="tod_data", output_key="timeseries"))
loop.add_routine(
    Energy(timeseries_key="timeseries", output_key="energy_calculator"))
loop.add_routine(
    CRCorrelationFilter(timeseries_key="timeseries",
                        cosig_key="cuts",
                        tod_key="tod_data",
                        output_key="cr_cuts"))
#loop.add_routine(PlotGlitches(tag=tod_id,cosig_key="cr_cuts",tod_key="tod_data",timeseries_key = "timeseries"))

Beispiel #4

from todloop.routines import DataLoader
from todloop.tod import TODLoader
from todloop.base import TODLoop
from routines import TimeSeries, PlotGlitches, Energy, SaveEvents, NPixelStudy, EnergyStudy, CRCorrelationFilter, RaDecFilter, Timer
from calibration.routines import FixOpticalSign, CalibrateTOD
"""
INITIALIZE TODLoop
"""
loop = TODLoop()
tod_id = 15
loop.add_routine(Timer())
"""
ICECUBE
"""
#"""
loop.add_tod_list("../data/s17_icecube_list.txt")
loop.add_skip([128, 129, 130, 131])
loop.add_routine(
    DataLoader(input_dir="../outputs/s17_icecube_list/cosig/",
               output_key="cuts"))
#"""
"""
LOAD TOD DATA
"""
loop.add_routine(TODLoader(output_key="tod_data"))
loop.add_routine(FixOpticalSign(input_key="tod_data", output_key="tod_data"))
loop.add_routine(CalibrateTOD(input_key="tod_data", output_key="tod_data"))
"""
ROUTINES
"""
loop.add_routine(TimeSeries(tod_key="tod_data", output_key="timeseries"))