def old_ic_season(season):
return IceCubeSeason(season_name=season,
sample_name=sample_name,
exp_path=ps_data_dir + "{0}_exp.npy".format(season),
mc_path=ps_data_dir + "{0}_MC.npy".format(season),
grl_path=grl_data_dir + "{0}_exp.npy".format(season),
sin_dec_bins=get_ps_binning(season)[0],
log_e_bins=get_ps_binning(season)[1])
def ic86_new_season(year):
return IceCubeSeason(
season_name="IC86_{0}".format(year),
sample_name=sample_name,
exp_path=ps_data_dir + "IC86_{0}_exp.npy".format(year),
mc_path=ps_data_dir + "IC86_2012_MC.npy",
grl_path=grl_data_dir + "IC86_{0}_exp.npy".format(year),
sin_dec_bins=get_ps_binning(f"IC86_{year}")[0],
log_e_bins=get_ps_binning(f"IC86_{year}")[1])
log_e_bins=get_ps_binning(season)[1])
old_seasons = ["IC40", "IC59", "IC79", "IC86_2011"]
for season in old_seasons:
ps_v003_p01.add_season(old_ic_season(season))
# Add in combined IC86 2012-2017 seasons
new_years = ["2012", "2013", "2014", "2015", "2016", "2017"]
ic86_234567 = IceCubeSeason(
season_name="IC86_2012_17",
sample_name=sample_name,
exp_path=[ps_data_dir + "IC86_{0}_exp.npy".format(x) for x in new_years],
mc_path=ps_data_dir + "IC86_2012_MC.npy",
grl_path=[grl_data_dir + "IC86_{0}_exp.npy".format(x) for x in new_years],
sin_dec_bins=get_ps_binning("IC86_2012")[0],
log_e_bins=get_ps_binning("IC86_2012")[1])
ps_v003_p01.add_season(ic86_234567)
# Add in each new season as an optional subseason
def ic86_new_season(year):
return IceCubeSeason(
season_name="IC86_{0}".format(year),
sample_name=sample_name,
exp_path=ps_data_dir + "IC86_{0}_exp.npy".format(year),
mc_path=ps_data_dir + "IC86_2012_MC.npy",
from flarestack.data.icecube.gfu import gfu_binning
import numpy as np
gfu_data_dir = icecube_dataset_dir + "gfu/version-002-p01/"
gfu_v002_p01 = IceCubeDataset()
sample_name = "gfu_v002_p01"
gfu_season = IceCubeSeason(
season_name=sample_name,
sample_name=sample_name,
exp_path=[
gfu_data_dir + "SplineMPEmax.MuEx.IC86-2015.npy",
gfu_data_dir + "SplineMPEmax.MuEx.IC86-2016.npy",
gfu_data_dir + "SplineMPEmax.MuEx.IC86-2017.npy"
],
mc_path=gfu_data_dir + "SplineMPEmax.MuEx.MC.npy",
grl_path=gfu_data_dir + "SplineMPEmax.MuEx.GRL.npy",
sin_dec_bins=gfu_binning[0],
log_e_bins=gfu_binning[1]
)
gfu_v002_p01.add_season(gfu_season)
txs_sample_v1 = IceCubeDataset()
for season in ps_v002_p01.values():
txs_sample_v1.add_season(season)
txs_sample_v1.add_season(gfu_season)
def get_grl_path(year):
return grl_dir + "IC86_{0}_data.npy".format(year)
all_years = ["2011", "2012", "2013", "2014", "2015", "2016", "2017", "2018"]
gfu_v002_p04 = IceCubeDataset()
sample_name = "gfu_v002_p04"
gfu_8_year = IceCubeSeason(
season_name="gfu_8_year",
sample_name=sample_name,
exp_path=[get_exp_path(x) for x in all_years],
mc_path=gfu_data_dir + "IC86_2011_MC.npy",
grl_path=[get_grl_path(x) for x in all_years],
sin_dec_bins=gfu_binning[0],
log_e_bins=gfu_binning[1],
)
gfu_v002_p04.add_season(gfu_8_year)
for year in all_years:
gfu_year = IceCubeSeason(
season_name="IC86_{0}".format(year),
sample_name=sample_name,
exp_path=get_exp_path(year),
mc_path=gfu_data_dir + "IC86_2011_MC.npy",
grl_path=get_grl_path(year),
sin_dec_bins=gfu_binning[0],
IceCubeSeason, icecube_dataset_dir
from flarestack.data.icecube.ps_tracks import get_ps_binning
import numpy as np
import copy
ps_data_dir = icecube_dataset_dir + "ps_tracks/version-002-p01/"
ps_v002_p01 = IceCubeDataset()
sample_name = "ps_tracks_v002_p01"
ic40 = IceCubeSeason(
season_name="IC40",
sample_name=sample_name,
exp_path=ps_data_dir + "IC40_exp.npy",
mc_path=ps_data_dir + "IC40_corrected_MC.npy",
grl_path=ps_data_dir + "IC40_GRL.npy",
sin_dec_bins=get_ps_binning("IC40")[0],
log_e_bins=get_ps_binning("IC40")[1]
)
ps_v002_p01.add_season(ic40)
ic59 = IceCubeSeason(
season_name="IC59",
sample_name=sample_name,
exp_path=ps_data_dir + "IC59_exp.npy",
mc_path=ps_data_dir + "IC59_corrected_MC.npy",
grl_path=ps_data_dir + "IC59_GRL.npy",
sin_dec_bins=get_ps_binning("IC59")[0],
# - IC40 - #
############
sinDec_bins = np.unique(
np.concatenate([
np.linspace(-1., -0.25, 10 + 1),
np.linspace(-0.25, 0.0, 10 + 1),
np.linspace(0.0, 1., 10 + 1),
]))
energy_bins = np.arange(2., 9. + 0.01, 0.125)
ic40 = IceCubeSeason(season_name="IC40",
sample_name=sample_name,
exp_path=ps_data_dir + "IC40_exp.npy",
mc_path=ps_data_dir + "IC40_MC.npy",
grl_path=grl_data_dir + "IC40_exp.npy",
sin_dec_bins=sinDec_bins,
log_e_bins=energy_bins)
ps_v004_p00.add_season(ic40)
############
# - IC59 - #
############
sinDec_bins = np.unique(
np.concatenate([
np.linspace(-1., -0.95, 2 + 1),
np.linspace(-0.95, -0.25, 25 + 1),
np.linspace(-0.25, 0.05, 15 + 1),
logger = logging.getLogger(__name__)
icecube_dataset_dir = get_dataset_dir()
ps_data_dir = icecube_dataset_dir + "ps_tracks/version-002-p03/"
grl_data_dir = ps_data_dir + "GRL/"
ps_v002_p03 = IceCubeDataset()
sample_name = "ps_tracks_v002_p03"
logger.debug(f"building {sample_name}")
logger.debug(f"adding IC40")
ic40 = IceCubeSeason(
season_name="IC40",
sample_name=sample_name,
exp_path=ps_data_dir + "IC40_exp.npy",
mc_path=ps_data_dir + "IC40_MC.npy",
grl_path=grl_data_dir + "IC40_exp.npy",
sin_dec_bins=get_ps_binning("IC40")[0],
log_e_bins=get_ps_binning("IC40")[1],
)
ps_v002_p03.add_season(ic40)
logger.debug("adding IC59")
ic59 = IceCubeSeason(
season_name="IC59",
sample_name=sample_name,
exp_path=ps_data_dir + "IC59_exp.npy",
mc_path=ps_data_dir + "IC59_MC.npy",
grl_path=grl_data_dir + "IC59_exp.npy",
sin_dec_bins=get_ps_binning("IC59")[0],