import numpy as np
from numpy import nan, inf

add_legend_handle = [
  'Data',
  'Analysis.yoda.gz',
  '_Analysis.yoda.gz',
  '__Analysis.yoda.gz'
]

xpoints = {
                  'Data' : [7.500000e+00, 1.500000e+01, 3.000000e+01, 6.000000e+01, 1.400000e+02,
                            6.000000e+02],
      'Analysis.yoda.gz' : [7.500000e+00, 1.500000e+01, 3.000000e+01, 6.000000e+01, 1.400000e+02,
                            6.000000e+02],
     '_Analysis.yoda.gz' : [7.500000e+00, 1.500000e+01, 3.000000e+01, 6.000000e+01, 1.400000e+02,
                            6.000000e+02],
    '__Analysis.yoda.gz' : [7.500000e+00, 1.500000e+01, 3.000000e+01, 6.000000e+01, 1.400000e+02,
                            6.000000e+02],
}

xedges = {
                  'Data' : [5.000000e+00, 1.000000e+01, 2.000000e+01, 4.000000e+01, 8.000000e+01,
                            2.000000e+02, 1.000000e+03],
      'Analysis.yoda.gz' : [5.000000e+00, 1.000000e+01, 2.000000e+01, 4.000000e+01, 8.000000e+01,
                            2.000000e+02, 1.000000e+03],
     '_Analysis.yoda.gz' : [5.000000e+00, 1.000000e+01, 2.000000e+01, 4.000000e+01, 8.000000e+01,
                            2.000000e+02, 1.000000e+03],
    '__Analysis.yoda.gz' : [5.000000e+00, 1.000000e+01, 2.000000e+01, 4.000000e+01, 8.000000e+01,
                            2.000000e+02, 1.000000e+03],
}

ref_xerrs = [
  [abs(xpoints['Data'][i]   - xedges['Data'][i]) for i in range(len(xpoints['Data']))],
  [abs(xedges['Data'][i+1] - xpoints['Data'][i]) for i in range(len(xpoints['Data']))]
]

yvals = {
                  'Data' : [3.500000e-01, 1.300000e-01, 4.800000e-02, 1.300000e-02, 2.000000e-03,
                            1.000000e-04],
      'Analysis.yoda.gz' : [2.515634e-01, 9.266693e-02, 4.090069e-02, 1.058954e-02, 1.692797e-03,
                            5.579817e-05],
     '_Analysis.yoda.gz' : [1.036939e+00, -1.407128e-01, 1.343787e-02, 3.768556e-03, 2.747230e-03,
                            1.858663e-04],
    '__Analysis.yoda.gz' : [-4.397235e-01, 8.299802e-02, 3.242000e-02, 8.651613e-03, 1.770517e-03,
                            8.883201e-05],
}

xerrs = {
                  'Data' : [
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                           ],
      'Analysis.yoda.gz' : [
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                           ],
     '_Analysis.yoda.gz' : [
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                           ],
    '__Analysis.yoda.gz' : [
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                              [2.500000e+00, 5.000000e+00, 1.000000e+01, 2.000000e+01, 6.000000e+01,
                               4.000000e+02],
                           ],
}

yerrs = {
                  'Data' : [
                              [6.403124e-02, 1.414214e-02, 7.071068e-03, 2.828427e-03, 7.211103e-04,
                               6.403124e-05],
                              [5.656854e-02, 1.414214e-02, 1.300000e-02, 2.236068e-03, 4.472136e-04,
                               5.656854e-05],
                           ],
      'Analysis.yoda.gz' : [
                              [4.643976e-02, 1.679455e-02, 5.401523e-03, 1.498211e-03, 3.238804e-04,
                               1.618053e-05],
                              [4.643976e-02, 1.679455e-02, 5.401523e-03, 1.498211e-03, 3.238804e-04,
                               1.618053e-05],
                           ],
     '_Analysis.yoda.gz' : [
                              [9.550259e-01, 1.421422e-01, 1.580881e-02, 8.075227e-03, 2.424882e-03,
                               1.032981e-04],
                              [9.550259e-01, 1.421422e-01, 1.580881e-02, 8.075227e-03, 2.424882e-03,
                               1.032981e-04],
                           ],
    '__Analysis.yoda.gz' : [
                              [7.146670e-01, 1.617779e-02, 8.082691e-03, 1.683928e-03, 2.383135e-04,
                               1.181178e-05],
                              [7.146670e-01, 1.617779e-02, 8.082691e-03, 1.683928e-03, 2.383135e-04,
                               1.181178e-05],
                           ],
}

variation_yvals = {
}



# lists for ratio plot
ratio0_yvals = {
                  'Data' : [1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00,
                            1.000000e+00],
      'Analysis.yoda.gz' : [7.187526e-01, 7.128225e-01, 8.520977e-01, 8.145800e-01, 8.463985e-01,
                            5.579817e-01],
     '_Analysis.yoda.gz' : [2.962683e+00, -1.082406e+00, 2.799556e-01, 2.898889e-01, 1.373615e+00,
                            1.858663e+00],
    '__Analysis.yoda.gz' : [-1.256353e+00, 6.384463e-01, 6.754167e-01, 6.655087e-01, 8.852585e-01,
                            8.883201e-01],
}

ratio0_yerrs = {
                  'Data' : [
                              [1.829464e-01, 1.087857e-01, 1.473139e-01, 2.175713e-01, 3.605551e-01,
                               6.403124e-01],
                              [1.616244e-01, 1.087857e-01, 2.708333e-01, 1.720052e-01, 2.236068e-01,
                               5.656854e-01],
                           ],
      'Analysis.yoda.gz' : [
                              [1.326850e-01, 1.291888e-01, 1.125317e-01, 1.152470e-01, 1.619402e-01,
                               1.618053e-01],
                              [1.326850e-01, 1.291888e-01, 1.125317e-01, 1.152470e-01, 1.619402e-01,
                               1.618053e-01],
                           ],
     '_Analysis.yoda.gz' : [
                              [2.728645e+00, 1.093402e+00, 3.293502e-01, 6.211713e-01, 1.212441e+00,
                               1.032981e+00],
                              [2.728645e+00, 1.093402e+00, 3.293502e-01, 6.211713e-01, 1.212441e+00,
                               1.032981e+00],
                           ],
    '__Analysis.yoda.gz' : [
                              [2.041906e+00, 1.244445e-01, 1.683894e-01, 1.295329e-01, 1.191567e-01,
                               1.181178e-01],
                              [2.041906e+00, 1.244445e-01, 1.683894e-01, 1.295329e-01, 1.191567e-01,
                               1.181178e-01],
                           ],
}

ratio0_variation_vals = {
}

ratio_band_edges = {
}