import numpy as np
from numpy import nan, inf

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

xpoints = {
                  'Data' : [1.750000e-01, 3.250000e-01, 4.750000e-01, 6.250000e-01, 8.500000e-01],
      'Analysis.yoda.gz' : [1.750000e-01, 3.250000e-01, 4.750000e-01, 6.250000e-01, 8.500000e-01],
     '_Analysis.yoda.gz' : [1.750000e-01, 3.250000e-01, 4.750000e-01, 6.250000e-01, 8.500000e-01],
    '__Analysis.yoda.gz' : [1.750000e-01, 3.250000e-01, 4.750000e-01, 6.250000e-01, 8.500000e-01],
}

xedges = {
                  'Data' : [1.000000e-01, 2.500000e-01, 4.000000e-01, 5.500000e-01, 7.000000e-01,
                            1.000000e+00],
      'Analysis.yoda.gz' : [1.000000e-01, 2.500000e-01, 4.000000e-01, 5.500000e-01, 7.000000e-01,
                            1.000000e+00],
     '_Analysis.yoda.gz' : [1.000000e-01, 2.500000e-01, 4.000000e-01, 5.500000e-01, 7.000000e-01,
                            1.000000e+00],
    '__Analysis.yoda.gz' : [1.000000e-01, 2.500000e-01, 4.000000e-01, 5.500000e-01, 7.000000e-01,
                            1.000000e+00],
}

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' : [2.400000e+00, 1.600000e+00, 1.200000e+00, 4.000000e-01, 8.600000e-02],
      'Analysis.yoda.gz' : [2.058193e+00, 1.438565e+00, 1.274182e+00, 8.862038e-01, 4.258408e-02],
     '_Analysis.yoda.gz' : [2.329529e+00, 1.875595e+00, 5.285703e-01, 9.413344e-01, 1.666034e-01],
    '__Analysis.yoda.gz' : [2.058657e+00, 1.958998e+00, 9.049839e-01, 1.109471e+00, 1.462409e-01],
}

xerrs = {
                  'Data' : [
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                           ],
      'Analysis.yoda.gz' : [
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                           ],
     '_Analysis.yoda.gz' : [
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                           ],
    '__Analysis.yoda.gz' : [
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                              [7.500000e-02, 7.500000e-02, 7.500000e-02, 7.500000e-02, 1.500000e-01],
                           ],
}

yerrs = {
                  'Data' : [
                              [8.000000e-01, 4.000000e-01, 2.900000e-01, 1.400000e-01, 2.900000e-02],
                              [8.000000e-01, 4.000000e-01, 2.900000e-01, 1.400000e-01, 2.900000e-02],
                           ],
      'Analysis.yoda.gz' : [
                              [4.108206e-01, 4.435611e-01, 3.097478e-01, 2.466930e-01, 5.824262e-02],
                              [4.108206e-01, 4.435611e-01, 3.097478e-01, 2.466930e-01, 5.824262e-02],
                           ],
     '_Analysis.yoda.gz' : [
                              [5.205395e-01, 2.770950e-01, 6.116093e-01, 1.122945e-01, 2.476936e-02],
                              [5.205395e-01, 2.770950e-01, 6.116093e-01, 1.122945e-01, 2.476936e-02],
                           ],
    '__Analysis.yoda.gz' : [
                              [3.309077e-01, 3.792281e-01, 7.186346e-01, 2.230163e-01, 4.336945e-02],
                              [3.309077e-01, 3.792281e-01, 7.186346e-01, 2.230163e-01, 4.336945e-02],
                           ],
}

variation_yvals = {
}



# lists for ratio plot
ratio0_yvals = {
                  'Data' : [1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00],
      'Analysis.yoda.gz' : [8.575804e-01, 8.991031e-01, 1.061818e+00, 2.215510e+00, 4.951637e-01],
     '_Analysis.yoda.gz' : [9.706371e-01, 1.172247e+00, 4.404753e-01, 2.353336e+00, 1.937249e+00],
    '__Analysis.yoda.gz' : [8.577738e-01, 1.224374e+00, 7.541532e-01, 2.773678e+00, 1.700476e+00],
}

ratio0_yerrs = {
                  'Data' : [
                              [3.333333e-01, 2.500000e-01, 2.416667e-01, 3.500000e-01, 3.372093e-01],
                              [3.333333e-01, 2.500000e-01, 2.416667e-01, 3.500000e-01, 3.372093e-01],
                           ],
      'Analysis.yoda.gz' : [
                              [1.711753e-01, 2.772257e-01, 2.581232e-01, 6.167325e-01, 6.772398e-01],
                              [1.711753e-01, 2.772257e-01, 2.581232e-01, 6.167325e-01, 6.772398e-01],
                           ],
     '_Analysis.yoda.gz' : [
                              [2.168915e-01, 1.731844e-01, 5.096744e-01, 2.807363e-01, 2.880158e-01],
                              [2.168915e-01, 1.731844e-01, 5.096744e-01, 2.807363e-01, 2.880158e-01],
                           ],
    '__Analysis.yoda.gz' : [
                              [1.378782e-01, 2.370176e-01, 5.988622e-01, 5.575407e-01, 5.042959e-01],
                              [1.378782e-01, 2.370176e-01, 5.988622e-01, 5.575407e-01, 5.042959e-01],
                           ],
}

ratio0_variation_vals = {
}

ratio_band_edges = {
}