import numpy as np from numpy import nan, inf add_legend_handle = [ 'Data', 'Analysis_CSS_FragNone_UENone.yoda.gz', 'Analysis_Alaric_FragNone_UENone.yoda.gz' ] xpoints = { 'Data' : [1.000000e-02, 3.000000e-02, 5.000000e-02, 7.000000e-02, 9.000000e-02, 1.100000e-01, 1.300000e-01, 1.500000e-01, 1.700000e-01, 1.900000e-01, 2.100000e-01, 2.300000e-01, 2.500000e-01, 2.700000e-01, 2.900000e-01, 3.100000e-01, 3.300000e-01, 3.500000e-01, 3.700000e-01, 3.900000e-01], 'Analysis_CSS_FragNone_UENone.yoda.gz' : [1.000000e-02, 3.000000e-02, 5.000000e-02, 7.000000e-02, 9.000000e-02, 1.100000e-01, 1.300000e-01, 1.500000e-01, 1.700000e-01, 1.900000e-01, 2.100000e-01, 2.300000e-01, 2.500000e-01, 2.700000e-01, 2.900000e-01, 3.100000e-01, 3.300000e-01, 3.500000e-01, 3.700000e-01, 3.900000e-01], 'Analysis_Alaric_FragNone_UENone.yoda.gz' : [1.000000e-02, 3.000000e-02, 5.000000e-02, 7.000000e-02, 9.000000e-02, 1.100000e-01, 1.300000e-01, 1.500000e-01, 1.700000e-01, 1.900000e-01, 2.100000e-01, 2.300000e-01, 2.500000e-01, 2.700000e-01, 2.900000e-01, 3.100000e-01, 3.300000e-01, 3.500000e-01, 3.700000e-01, 3.900000e-01], } xedges = { 'Data' : [0.000000e+00, 2.000000e-02, 4.000000e-02, 6.000000e-02, 8.000000e-02, 1.000000e-01, 1.200000e-01, 1.400000e-01, 1.600000e-01, 1.800000e-01, 2.000000e-01, 2.200000e-01, 2.400000e-01, 2.600000e-01, 2.800000e-01, 3.000000e-01, 3.200000e-01, 3.400000e-01, 3.600000e-01, 3.800000e-01, 4.000000e-01], 'Analysis_CSS_FragNone_UENone.yoda.gz' : [0.000000e+00, 2.000000e-02, 4.000000e-02, 6.000000e-02, 8.000000e-02, 1.000000e-01, 1.200000e-01, 1.400000e-01, 1.600000e-01, 1.800000e-01, 2.000000e-01, 2.200000e-01, 2.400000e-01, 2.600000e-01, 2.800000e-01, 3.000000e-01, 3.200000e-01, 3.400000e-01, 3.600000e-01, 3.800000e-01, 4.000000e-01], 'Analysis_Alaric_FragNone_UENone.yoda.gz' : [0.000000e+00, 2.000000e-02, 4.000000e-02, 6.000000e-02, 8.000000e-02, 1.000000e-01, 1.200000e-01, 1.400000e-01, 1.600000e-01, 1.800000e-01, 2.000000e-01, 2.200000e-01, 2.400000e-01, 2.600000e-01, 2.800000e-01, 3.000000e-01, 3.200000e-01, 3.400000e-01, 3.600000e-01, 3.800000e-01, 4.000000e-01], } 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' : [3.958150e+01, 1.247720e+01, 5.841820e+00, 3.361640e+00, 2.175950e+00, 1.514900e+00, 1.114160e+00, 8.454690e-01, 6.658340e-01, 5.340780e-01, 4.365870e-01, 3.635580e-01, 3.065420e-01, 2.600510e-01, 2.235120e-01, 1.938630e-01, 1.702180e-01, 1.514880e-01, 1.389030e-01, 1.184680e-01], 'Analysis_CSS_FragNone_UENone.yoda.gz' : [7.865996e+00, 1.632523e+00, 6.605011e-01, 3.729933e-01, 2.436972e-01, 1.547051e-01, 1.165012e-01, 8.663533e-02, 6.769784e-02, 6.237295e-02, 5.310951e-02, 4.780281e-02, 3.813060e-02, 3.087512e-02, 3.235720e-02, 2.232857e-02, 1.860569e-02, 1.794599e-02, 1.501214e-02, 6.920081e-03], 'Analysis_Alaric_FragNone_UENone.yoda.gz' : [5.808376e+00, 7.301940e-01, 2.838777e-01, 1.736985e-01, 1.175290e-01, 6.877095e-02, 4.509160e-02, 4.334746e-02, 3.221821e-02, 3.031041e-02, 1.929100e-02, 2.038261e-02, 1.594880e-02, 1.388482e-02, 1.359592e-02, 8.737465e-03, 8.618677e-03, 7.984749e-03, 5.650853e-03, 3.578925e-03], } xerrs = { 'Data' : [ [1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02], [1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02], ], 'Analysis_CSS_FragNone_UENone.yoda.gz' : [ [1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02], [1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02], ], 'Analysis_Alaric_FragNone_UENone.yoda.gz' : [ [1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02], [1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02, 1.000000e-02], ], } yerrs = { 'Data' : [ [1.514483e+00, 2.524068e-01, 7.183872e-02, 5.315863e-02, 3.450857e-02, 1.655797e-02, 1.053238e-02, 7.333355e-03, 6.036856e-03, 5.305774e-03, 4.586624e-03, 4.064009e-03, 3.642397e-03, 3.073466e-03, 2.323006e-03, 1.730006e-03, 1.591956e-03, 2.349940e-03, 4.048224e-03, 3.980363e-03], [1.551541e+00, 2.726476e-01, 8.889146e-02, 6.129764e-02, 3.976852e-02, 2.149487e-02, 1.420429e-02, 1.048357e-02, 8.276711e-03, 7.018873e-03, 5.954470e-03, 5.137156e-03, 4.569768e-03, 3.877321e-03, 3.119840e-03, 2.407636e-03, 2.180208e-03, 2.740053e-03, 4.246139e-03, 4.126910e-03], ], 'Analysis_CSS_FragNone_UENone.yoda.gz' : [ [2.577321e-01, 6.868868e-02, 2.917287e-02, 2.060202e-02, 1.761515e-02, 9.225791e-03, 8.655533e-03, 6.566386e-03, 4.691050e-03, 5.076003e-03, 4.938275e-03, 4.584147e-03, 3.585507e-03, 2.975619e-03, 3.582623e-03, 2.479544e-03, 1.927144e-03, 2.243573e-03, 1.717528e-03, 9.140139e-04], [2.577321e-01, 6.868868e-02, 2.917287e-02, 2.060202e-02, 1.761515e-02, 9.225791e-03, 8.655533e-03, 6.566386e-03, 4.691050e-03, 5.076003e-03, 4.938275e-03, 4.584147e-03, 3.585507e-03, 2.975619e-03, 3.582623e-03, 2.479544e-03, 1.927144e-03, 2.243573e-03, 1.717528e-03, 9.140139e-04], ], 'Analysis_Alaric_FragNone_UENone.yoda.gz' : [ [1.934275e-01, 3.805297e-02, 2.004948e-02, 1.357379e-02, 8.994979e-03, 6.036351e-03, 4.513794e-03, 4.726370e-03, 3.352318e-03, 3.376541e-03, 2.306816e-03, 2.473861e-03, 1.874472e-03, 1.709903e-03, 1.813887e-03, 1.276731e-03, 1.591640e-03, 1.716489e-03, 9.426248e-04, 8.714341e-04], [1.934275e-01, 3.805297e-02, 2.004948e-02, 1.357379e-02, 8.994979e-03, 6.036351e-03, 4.513794e-03, 4.726370e-03, 3.352318e-03, 3.376541e-03, 2.306816e-03, 2.473861e-03, 1.874472e-03, 1.709903e-03, 1.813887e-03, 1.276731e-03, 1.591640e-03, 1.716489e-03, 9.426248e-04, 8.714341e-04], ], } 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, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00, 1.000000e+00], 'Analysis_CSS_FragNone_UENone.yoda.gz' : [1.987291e-01, 1.308405e-01, 1.130643e-01, 1.109558e-01, 1.119958e-01, 1.021223e-01, 1.045642e-01, 1.024701e-01, 1.016738e-01, 1.167862e-01, 1.216470e-01, 1.314861e-01, 1.243895e-01, 1.187272e-01, 1.447672e-01, 1.151771e-01, 1.093051e-01, 1.184648e-01, 1.080764e-01, 5.841308e-02], 'Analysis_Alaric_FragNone_UENone.yoda.gz' : [1.467447e-01, 5.852226e-02, 4.859405e-02, 5.167076e-02, 5.401273e-02, 4.539636e-02, 4.047139e-02, 5.127031e-02, 4.838775e-02, 5.675278e-02, 4.418592e-02, 5.606426e-02, 5.202811e-02, 5.339268e-02, 6.082859e-02, 4.507031e-02, 5.063317e-02, 5.270879e-02, 4.068201e-02, 3.021006e-02], } ratio0_yerrs = { 'Data' : [ [3.826240e-02, 2.022944e-02, 1.229732e-02, 1.581330e-02, 1.585908e-02, 1.093007e-02, 9.453202e-03, 8.673712e-03, 9.066608e-03, 9.934455e-03, 1.050564e-02, 1.117843e-02, 1.188221e-02, 1.181870e-02, 1.039320e-02, 8.923859e-03, 9.352454e-03, 1.551238e-02, 2.914425e-02, 3.359863e-02], [3.919864e-02, 2.185167e-02, 1.521640e-02, 1.823445e-02, 1.827639e-02, 1.418897e-02, 1.274888e-02, 1.239971e-02, 1.243059e-02, 1.314204e-02, 1.363868e-02, 1.413022e-02, 1.490748e-02, 1.490985e-02, 1.395827e-02, 1.241927e-02, 1.280833e-02, 1.808759e-02, 3.056909e-02, 3.483565e-02], ], 'Analysis_CSS_FragNone_UENone.yoda.gz' : [ [6.511428e-03, 5.505136e-03, 4.993798e-03, 6.128562e-03, 8.095384e-03, 6.090033e-03, 7.768662e-03, 7.766560e-03, 7.045375e-03, 9.504235e-03, 1.131109e-02, 1.260912e-02, 1.169663e-02, 1.144244e-02, 1.602877e-02, 1.279019e-02, 1.132162e-02, 1.481024e-02, 1.236495e-02, 7.715281e-03], [6.511428e-03, 5.505136e-03, 4.993798e-03, 6.128562e-03, 8.095384e-03, 6.090033e-03, 7.768662e-03, 7.766560e-03, 7.045375e-03, 9.504235e-03, 1.131109e-02, 1.260912e-02, 1.169663e-02, 1.144244e-02, 1.602877e-02, 1.279019e-02, 1.132162e-02, 1.481024e-02, 1.236495e-02, 7.715281e-03], ], 'Analysis_Alaric_FragNone_UENone.yoda.gz' : [ [4.886816e-03, 3.049800e-03, 3.432061e-03, 4.037848e-03, 4.133817e-03, 3.984653e-03, 4.051298e-03, 5.590235e-03, 5.034765e-03, 6.322187e-03, 5.283749e-03, 6.804584e-03, 6.114895e-03, 6.575260e-03, 8.115390e-03, 6.585738e-03, 9.350597e-03, 1.133086e-02, 6.786209e-03, 7.355861e-03], [4.886816e-03, 3.049800e-03, 3.432061e-03, 4.037848e-03, 4.133817e-03, 3.984653e-03, 4.051298e-03, 5.590235e-03, 5.034765e-03, 6.322187e-03, 5.283749e-03, 6.804584e-03, 6.114895e-03, 6.575260e-03, 8.115390e-03, 6.585738e-03, 9.350597e-03, 1.133086e-02, 6.786209e-03, 7.355861e-03], ], } ratio0_variation_vals = { } ratio_band_edges = { }