In sage, the arguments of numpy.dot can be changed when they
shouldn't. The following illustrates the problem:

import numpy as npy
# With sage.rings.integer.Integer:
x = npy.array([1])
print x
  # [1]
npy.dot(x, npy.array([0]))
print x
  # [0]

# This also happens with QQ arrays, but not
# with any of the finite fields I tried.
y = MatrixSpace(QQ,2).identity_matrix().numpy()
print y # [[1 0] [0 1]]
npy.dot(y, npy.array(VectorSpace(QQ,2).basis()[0]))
print y # [[1 0] [0 0]]

I am using SAGE version 2.8.7.

Explanations and workarounds are appreciated.

Manny


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