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Closes #41
With this PR, the hash of a
sympy.Expr
is generated faster and more safely once you setPYTHONHASHSEED
to a specific value (see sympy/sympy#14835 (comment)). It is set to0
by default in Conda'spolarization
environment (regenerate it withconda env create --force
).The tests assert that the new hash method is indeed unique for different symbol assumptions, but that the speed-up is not as large as anticipated. Hashing the 'folded'$\alpha_x$ expression for the default model:
1.45 s ± 13 ms
with unsafe hash1.05 s ± 43 ms
withPYTHONHASHSEED=0
Other improvements:
logging
hierarchy, see feat: implement logging hierarchy tensorwaves#453src
by default in, so that it is more centrally available. (Note that this may cause problems in system-wide installs if admin rights are required.)