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/usr/bin/f2py3 is in python3-numpy 1:1.11.0-1ubuntu1.

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#!/usr/bin/python3
# See http://cens.ioc.ee/projects/f2py2e/
from __future__ import division, print_function

import os
import sys
for mode in ["g3-numpy", "2e-numeric", "2e-numarray", "2e-numpy"]:
    try:
        i = sys.argv.index("--" + mode)
        del sys.argv[i]
        break
    except ValueError:
        pass
os.environ["NO_SCIPY_IMPORT"] = "f2py"
if mode == "g3-numpy":
    sys.stderr.write("G3 f2py support is not implemented, yet.\\n")
    sys.exit(1)
elif mode == "2e-numeric":
    from f2py2e import main
elif mode == "2e-numarray":
    sys.argv.append("-DNUMARRAY")
    from f2py2e import main
elif mode == "2e-numpy":
    from numpy.f2py import main
else:
    sys.stderr.write("Unknown mode: " + repr(mode) + "\\n")
    sys.exit(1)
main()