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As commented by @rburing, the problem is that the code needs to be preparsed first, see the doc (I cannot insert the link for you..).

I made it work as follows:

$ sage --preparse estimator.sage

which creates an estimator.sage.py file, which can be executed with

$ sage estimator.sage.py