def __init__(self, dt, mp, cr):
self.transformer = TransformerWrapper(cr)
self.retrender = RetrenderWrapper(dt, mp)
self.detrender = DetrenderWrapper(dt, mp)
self.unrealizable = mp == 'false' and cr == 'mean-scale'
'mp',
zlib=True,
shuffle=False,
complevel=9)
mpvar[:] = range(1, nmp + 1)
mpvar.units = 'mapping'
mpvar.long_name = ', '.join(mp)
for v in variables:
var = fi.variables[v]
vardt = masked_array(zeros(sh), mask=ones(sh))
for latidx, lonidx in product(range(nlats), range(nlons)):
varmat = var[:, latidx, lonidx]
if not isMaskedArray(varmat) or not varmat.mask[0]:
for d, c in product(range(ndt), range(nmp)):
detrender = DetrenderWrapper(dt[d], mp[c])
vardt[:, latidx, lonidx, d, c] = detrender.detrend(varmat)[0]
vvar = fo.createVariable(v,
'f4', ('time', latname, lonname, 'dt', 'mp'),
zlib=True,
shuffle=False,
complevel=9,
fill_value=1e20)
vvar[:] = vardt
vvar.units = var.units if 'units' in var.ncattrs() else ''
vvar.long_name = var.long_name if 'long_name' in var.ncattrs() else ''
fi.close()
fo.close()