Tim Peters <t...@python.org> added the comment:

Impressive, Dennis! Nice work.

FYI, on the OP's original test data, your fastsearch() completes each search in 
under 20 seconds using CPython, and in well under 1 second using PyPy.

Unfortunately, that's so promising it can't just be dismissed offhandedly ;-)  
Looks like something quite worth pursuing here!

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