Regarding Cythonizing automatically prior to running this is currently not a feature of Spyder. In any case your cython will require some setup file for its compilation and some information on its dependencies. However you may write a script that runs the setup prior to anything else, or hack in the run configurations of spyder to allow for a preprocessing stage for example. You can also give a try to numba and pypy.
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