def __init__(self, photo_sample, nchunk=None):
"""
E.g. procrun='prim04'
"""
self.prefix='zinput'
self.photo_sample = photo_sample
self.nchunk = nchunk
self.data = None
self.keep_indices=None
pzdir = zphot.photoz_dir()
self.dir = path_join(pzdir,'inputs',self.photo_sample)
print("photo dir: ",self.dir)
self.conf = zphot.read_config('zinput',photo_sample)
if self.conf['photo_sample'] != photo_sample:
raise ValueError("photo_sample in config is not '%s'" \
% photo_sample)
pprint.pprint(self.conf)
if self.conf['weighting']:
self.conf['filetype'] = 'dat'
source = self.conf.get('source','dr8_final')
if source != 'dr8_final':
raise ValueError("only set up for dr8_final source")
def __init__(self):
pzdir=zphot.photoz_dir()
self.dir = path_join(pzdir,'training','original-2010-09-19')
self.infile = path_join(self.dir,'primus.zerod.10oct29.fits.gz')
self.outfile = path_join(self.dir,'primus.zerod.10oct29.zconf4.rec')
self.data = eu.io.read(self.infile,lower=True,verbose=True)
eu.numpy_util.to_native(self.data, inplace=True)
def __init__(self, train_sample=None, no_photo_cuts=False):
self.train_sample = train_sample
self.dir_matched = None
self.no_photo_cuts = no_photo_cuts
pzdir = zphot.photoz_dir()
self.basedir = path_join(pzdir, 'training')
self.prefix = 'train'
self.conf=None
if self.train_sample is not None:
self.init(self.train_sample)