I believe this issue is now resolved with the latest version of
virtualenv. To give it a shot, use pip to install the latest version
instead of using the packaged version. I used

apt-get remove python-virtualenv
apt-get install pip
pip install --upgrade pip
pip install virtalenv

Was then able to install numpy.

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https://bugs.launchpad.net/bugs/780220

Title:
  pip install numpy fail in virtualenv

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