OptimizeBounds

#!/user/bin/python

import ROOT  # needed
from   heppi import heppi
import os, sys, glob, sys, json, re, logging, collections, math, numpy 
from   termcolor    import colored
from   progressbar  import ProgressBar, Bar, Percentage, ETA
from   collections  import OrderedDict



def optimise(trees):
    (sig_tree, bkg_tree) = trees
    
    init_bouds = [0.0, 0.5]

    
    
if __name__ == "__main__":
    i = 3
    heppi.sampledir   = '../data/training/rms003/merged'
    ROOT.gROOT.ProcessLine(".x .root/rootlogon.C")
    ROOT.gROOT.ProcessLine(".L  macros/kernelH1.cc+")
    
    heppi.read_plotcard('config/plotcard_data_vbf.json')
    heppi.print_cutflow()
    (tsig, tbkg) = heppi.book_trees('')
    heppi.test_tree_book()
    
    trees = (tsig.GetTree(), tbkg.GetTree())
    ws    = optimise(trees)