def __init__(self, filename):
pwrspec_compilation = shelve.open(filename, "r")
case_key = "combination:treatment"
self.pwr_cases = dp.unpack_cases(pwrspec_compilation.keys(),
case_key, divider=":")
# gather the lists if pair combinations and treatments (cleaning)
self.comb_cases = self.pwr_cases["combination"]
self.comb_cases.sort()
self.treatment_cases = self.pwr_cases["treatment"]
self.treatment_cases.sort()
#print self.comb_cases, self.treatment_cases
# the 2D power can be binned onto 1D
# this is not done automatically because one can apply transfer
# functions in 2D, etc. before this rebinning
self.pwrspec_1d = {}
self.pwrspec_1d_from_2d = {}
self.pwrspec_2d = {}
self.counts_1d = {}
self.counts_1d_from_2d = {}
self.gauss_errors_1d_from_2d = {}
self.counts_2d = {}
for pwrspec_case in pwrspec_compilation:
pwrspec_entry = pwrspec_compilation[pwrspec_case]
self.parameters = pwrspec_entry[0]
pwrdata_2d = pwrspec_entry[1][0]
pwrdata_1d = pwrspec_entry[1][1]
self.pwrspec_1d[pwrspec_case] = pwrdata_1d["binavg"]
self.counts_1d[pwrspec_case] = pwrdata_1d["counts_histo"]
self.pwrspec_2d[pwrspec_case] = pwrdata_2d["binavg"]
self.counts_2d[pwrspec_case] = pwrdata_2d["counts_histo"]
self.k_1d = {}
self.k_1d["left"] = pwrdata_1d["bin_left"]
self.k_1d["center"] = pwrdata_1d["bin_center"]
self.k_1d["right"] = pwrdata_1d["bin_right"]
self.k_1d_from_2d = {}
self.kx_2d = {}
self.kx_2d["left"] = pwrdata_2d["bin_x_left"]
self.kx_2d["center"] = pwrdata_2d["bin_x_center"]
self.kx_2d["right"] = pwrdata_2d["bin_x_right"]
self.ky_2d = {}
self.ky_2d["left"] = pwrdata_2d["bin_y_left"]
self.ky_2d["center"] = pwrdata_2d["bin_y_center"]
self.ky_2d["right"] = pwrdata_2d["bin_y_right"]
self.num_kx = pwrdata_2d["bin_x_center"].shape[0]
self.num_ky = pwrdata_2d["bin_y_center"].shape[0]
self.num_k_1d = pwrdata_1d["bin_center"].shape[0]
self.num_k_1d_from_2d = None
self.num_comb = len(self.comb_cases)
self.num_treat = len(self.treatment_cases)
pwrspec_compilation.close()
def return_maplist(self, db_key, map_type, tack_on=None,
ignore=['firstpass']):
template_flist = self.datapath_db.fetch(db_key, tack_on=tack_on)
map_combinations = data_paths.unpack_cases(template_flist[0],
"sec;map_type")
print map_combinations
assert map_type in map_combinations['map_type'], \
"no weight maps!"
maplist = []
seclist = map_combinations['sec']
if ignore is not None:
seclist = [tag for tag in seclist if tag not in ignore]
seclist.sort()
for sec in seclist:
mapname = "%s;%s" % (sec, map_type)
maplist.append(template_flist[1][mapname])
return maplist
