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cms-patatrack / The-Optimizer

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Add Parameter name to the final output #13

Open waredjeb opened 9 months ago

waredjeb commented 9 months ago

It would be nice to also dump the name of the parameters together with their values to the final csv file (mostly for CMSSW configuration)

For CMSSW: maybe it would be also nice to save the final CMSSW configuration dump with the updated parameters

@rsreds you can assign me the issue if you want, I wanted to do that already

waredjeb commented 9 months ago

Are we happy with an output like this? @rsreds @felicepantaleo @bucket420 Or do we want something more sophisticated?

# wind angle1 angle2 height fitness0 fitness1
0.177660754571031643,0.224173540480451322,0.418394021075605638,115.050193126576274949,0.099999999999999978,0.000000000000000000
0.203423985357212678,0.260409003579986753,0.396187104120431510,114.250420772215420584,0.099999999999999978,0.000000000000000000
rsreds commented 9 months ago

I'd stick with csv style for the header as well. With or without the #. You still have to treat it carefully when reading it if you have the header.

waredjeb commented 9 months ago

Ok, so probably I'll produce the following, keeping the same separator for values and header

wind,angle1,angle2,height,fitness0,fitness1
0.177660754571031643,0.224173540480451322,0.418394021075605638,115.050193126576274949,0.099999999999999978,0.000000000000000000
0.203423985357212678,0.260409003579986753,0.396187104120431510,114.250420772215420584,0.099999999999999978,0.000000000000000000

Can be easily read with pandas:

d = pd.read_csv("pareto_front.csv", header=0, sep = ",")