def __getitem__(self, key):
shape = Shape(*ku.size(key, self.shape))
neg_mat = bu.index(self.sign.neg_mat, key)
pos_mat = bu.index(self.sign.pos_mat, key)
cvx_mat = bu.index(self.curvature.cvx_mat, key)
conc_mat = bu.index(self.curvature.conc_mat, key)
constant = self.curvature.constant
return DCPAttr(Sign(neg_mat, pos_mat),
Curvature(cvx_mat, conc_mat, constant),
shape)
def __getitem__(self, key):
"""Determines the DCP attributes of an index/slice.
Args:
key: A (slice, slice) tuple.
Returns:
The DCPAttr of the index/slice into the matrix expression.
"""
shape = Shape(*ku.size(key, self.shape))
# Reduce 1x1 matrices to scalars.
neg_mat = bu.to_scalar(bu.index(self.sign.neg_mat, key))
pos_mat = bu.to_scalar(bu.index(self.sign.pos_mat, key))
cvx_mat = bu.to_scalar(bu.index(self.curvature.cvx_mat, key))
conc_mat = bu.to_scalar(bu.index(self.curvature.conc_mat, key))
nonconst_mat = bu.to_scalar(bu.index(self.curvature.nonconst_mat, key))
return DCPAttr(Sign(neg_mat, pos_mat), Curvature(cvx_mat, conc_mat, nonconst_mat), shape)
def __getitem__(self, key):
"""Determines the DCP attributes of an index/slice.
Args:
key: A (slice, slice) tuple.
Returns:
The DCPAttr of the index/slice into the matrix expression.
"""
shape = Shape(*ku.size(key, self.shape))
# Reduce 1x1 matrices to scalars.
neg_mat = bu.to_scalar(bu.index(self.sign.neg_mat, key))
pos_mat = bu.to_scalar(bu.index(self.sign.pos_mat, key))
cvx_mat = bu.to_scalar(bu.index(self.curvature.cvx_mat, key))
conc_mat = bu.to_scalar(bu.index(self.curvature.conc_mat, key))
nonconst_mat = bu.to_scalar(bu.index(self.curvature.nonconst_mat, key))
return DCPAttr(Sign(neg_mat, pos_mat),
Curvature(cvx_mat, conc_mat, nonconst_mat), shape)