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If you want to compile once and for all you need to construct a proper Python module. You would first have to make the .spyx file a .pyx file (that is a Cython file) and write a simple file. The only difference between .spyx and .pyx is that you have to write the import statements for the various objects you are using. Next, for the you can have a look at cython compilation.