class BlockTensor(object):
kwtypes = {'keys' : (lambda arg: hasattr (arg, "__iter__")),
'diagonal': (lambda arg: isinstance(arg, bool ))}
kwrecursive = ['diagonal']
def __init__(self, axes, blkmap = None, **kwargs):
self.mltx = MultiAxis(axes)
self.kwargs = kwargs
self.check_kwargs()
self.blkmap = blkmap if not blkmap is None else dict()
self.ndim = self.mltx.ndim
self.shape = self.mltx.shape
self.dtype = self.mltx.dtype
if blkmap is None: self.init_blocks()
def iter_keytups(self):
if 'keys' in self.kwargs: return self.kwargs['keys']
elif 'diagonal' in self.kwargs: return self.mltx.__iter__()
else: return self.mltx.iter_array()
def init_blocks(self):
if self.dtype is BlockTensor:
kwargs = {kw: self.kwargs[kw] for kw in self.kwrecursive if kw in self.kwargs}
for keytup in self.iter_keytups():
self.blkmap[keytup] = self.dtype( self.mltx[keytup], **kwargs )
elif issubclass(self.dtype, np.ndarray):
for keytup in self.iter_keytups():
self.blkmap[keytup] = self.dtype( self.mltx[keytup] )
self.blkmap[keytup].fill(0.0)
else:
raise ValueError('{:s} is an invalid dtype for BlockTensor'.format(self.dtype))
def __call__(self, *keytup):
try: return self.blkmap.__getitem__(*keytup)
except: return self.blkmap.__getitem__( keytup)
def __str__(self): return printer.BlockTensor2str(self)
def check_kwargs(self):
for key, arg in self.kwargs.iteritems():
if not key in self.kwtypes : raise ValueError("Invalid kwarg '{:s}' passed to BlockedTensor.".format(key))
if not self.kwtypes[key](arg): raise ValueError("BlockedTensor kwarg '{:s}' has incorrect type '{:s}'.".format(key, type(arg).__name__))
def testV__iter__V02(): ma = MultiAxis(()) assert( list(ma.__iter__()) == [()] )
def testV__iter__V01(): import axis as ax import numpy as np a = ax.Axis((4,0,1,2), np.ndarray) ma = MultiAxis((a, a)) assert( list(ma.__iter__()) == [(0, 0), (0, 2), (0, 3), (2, 0), (2, 2), (2, 3), (3, 0), (3, 2), (3, 3)] )