Hmm.

I built Debian's 1.0.3-1 version in an unstable pbuilder, the result
python-numpy packages does not depend on python2.[45] packages (neither
does Debian's official python-numpy 1.0.3-1 package), so it's something
Ubuntu specific.

Reading the build log, it seems to me that there are special steps in 
debian/rules to make sure no versioned interpreter name is used, after the 
following two lines:
: # Replace all '#!' calls to python with python
: # and make them executable
These steps seem to work for the Debian package and got rid of the python2.[45] 
dependency.  However these steps don't seem to be run in the Ubuntu build.

I can't quite understand the CDBS style debian/rules, hope somebody with
better knowledge of CDBS and python-numpy package can figure out what
went wrong.

-- 
python-numpy incorrectly depends directly on python2.4 and python2.5
https://bugs.launchpad.net/bugs/138995
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