"""
CERR dose colormaps, ported from MATLAB CERR (CERRColorMap.m / weatherMap.m),
github.com/cerr/CERR (LGPL/GPL). Matrix maps parsed verbatim; procedural maps
(starinterp, hotcold, copper, red/green/blue/yellow, fireice) reimplemented.
"""
import numpy as np
from matplotlib.colors import ListedColormap
_DATA = {
"jetmod": np.array([
[0.000000, 0.000000, 0.562500],
[0.000000, 0.000000, 0.671900],
[0.000000, 0.000000, 0.781300],
[0.000000, 0.000000, 0.890600],
[0.000000, 0.000000, 1.000000],
[0.000000, 0.111100, 1.000000],
[0.000000, 0.222200, 1.000000],
[0.000000, 0.333300, 1.000000],
[0.000000, 0.444400, 1.000000],
[0.000000, 0.555600, 1.000000],
[0.000000, 0.666700, 1.000000],
[0.000000, 0.777800, 1.000000],
[0.000000, 0.888900, 1.000000],
[0.000000, 1.000000, 1.000000],
[0.033300, 1.000000, 0.966700],
[0.066700, 1.000000, 0.933300],
[0.100000, 1.000000, 0.900000],
[0.133300, 1.000000, 0.866700],
[0.166700, 1.000000, 0.833300],
[0.200000, 1.000000, 0.800000],
[0.233300, 1.000000, 0.766700],
[0.266700, 1.000000, 0.733300],
[0.300000, 1.000000, 0.700000],
[0.333300, 1.000000, 0.666700],
[0.366700, 1.000000, 0.633300],
[0.400000, 1.000000, 0.600000],
[0.433300, 1.000000, 0.566700],
[0.466700, 1.000000, 0.533300],
[0.500000, 1.000000, 0.500000],
[0.533300, 1.000000, 0.466700],
[0.566700, 1.000000, 0.433300],
[0.600000, 1.000000, 0.400000],
[0.633300, 1.000000, 0.366700],
[0.666700, 1.000000, 0.333300],
[0.700000, 1.000000, 0.300000],
[0.733300, 1.000000, 0.266700],
[0.766700, 1.000000, 0.233300],
[0.800000, 1.000000, 0.200000],
[0.833300, 1.000000, 0.166700],
[0.866700, 1.000000, 0.133300],
[0.900000, 1.000000, 0.100000],
[0.933300, 1.000000, 0.066700],
[0.966700, 1.000000, 0.033300],
[1.000000, 1.000000, 0.000000],
[1.000000, 0.928600, 0.000000],
[1.000000, 0.857100, 0.000000],
[1.000000, 0.785700, 0.000000],
[1.000000, 0.714300, 0.000000],
[1.000000, 0.642900, 0.000000],
[1.000000, 0.571400, 0.000000],
[1.000000, 0.500000, 0.000000],
[1.000000, 0.428600, 0.000000],
[1.000000, 0.357100, 0.000000],
[1.000000, 0.285700, 0.000000],
[1.000000, 0.214300, 0.000000],
[1.000000, 0.142900, 0.000000],
[1.000000, 0.071400, 0.000000],
[1.000000, 0.000000, 0.000000],
[0.916700, 0.000000, 0.000000],
[0.833300, 0.000000, 0.000000],
[0.750000, 0.000000, 0.000000],
[0.666700, 0.000000, 0.000000],
[0.583300, 0.000000, 0.000000],
[0.500000, 0.000000, 0.000000],
]),
"full": np.array([
[0.252900, 0.000000, 0.137000],
[0.281500, 0.000000, 0.152100],
[0.340100, 0.000000, 0.222400],
[0.398700, 0.000000, 0.272700],
[0.457300, 0.000000, 0.343000],
[0.530900, 0.000000, 0.431400],
[0.618800, 0.000000, 0.536900],
[0.706700, 0.000000, 0.642300],
[0.794600, 0.000000, 0.747800],
[0.882500, 0.000000, 0.853300],
[0.894800, 0.000000, 0.905600],
[0.864400, 0.010000, 0.927900],
[0.833900, 0.020000, 0.950200],
[0.803400, 0.030000, 0.972400],
[0.773000, 0.040000, 0.994700],
[0.685400, 0.050000, 1.000000],
[0.579900, 0.060000, 1.000000],
[0.474400, 0.070000, 1.000000],
[0.369000, 0.080000, 1.000000],
[0.263500, 0.090000, 1.000000],
[0.205800, 0.110000, 1.000000],
[0.154200, 0.234200, 1.000000],
[0.102600, 0.358500, 1.000000],
[0.051100, 0.482700, 1.000000],
[0.000000, 0.606400, 1.000000],
[0.000000, 0.676700, 1.000000],
[0.000000, 0.747000, 1.000000],
[0.000000, 0.817300, 1.000000],
[0.000000, 0.887600, 1.000000],
[0.000000, 0.950000, 0.978000],
[0.000000, 0.960500, 0.812700],
[0.000000, 0.971100, 0.647500],
[0.000000, 0.981600, 0.482300],
[0.000000, 0.992200, 0.317000],
[0.052700, 0.999700, 0.184000],
[0.257800, 0.998500, 0.144200],
[0.462900, 0.997400, 0.104400],
[0.668000, 0.996200, 0.064500],
[0.873000, 0.995000, 0.024700],
[1.000000, 0.980900, 0.000000],
[1.000000, 0.945700, 0.000000],
[1.000000, 0.910600, 0.000000],
[1.000000, 0.875400, 0.000000],
[1.000000, 0.840300, 0.000000],
[1.000000, 0.787400, 0.000000],
[1.000000, 0.717100, 0.000000],
[1.000000, 0.646700, 0.000000],
[1.000000, 0.576400, 0.000000],
[1.000000, 0.506100, 0.000000],
[1.000000, 0.418100, 0.000000],
[1.000000, 0.319700, 0.000000],
[1.000000, 0.221300, 0.000000],
[1.000000, 0.122800, 0.000000],
[1.000000, 0.024400, 0.000000],
[1.000000, 0.092600, 0.092600],
[1.000000, 0.215600, 0.215600],
[1.000000, 0.338700, 0.338700],
[1.000000, 0.461700, 0.461700],
[1.000000, 0.584800, 0.584800],
[1.000000, 0.671900, 0.671900],
[1.000000, 0.753900, 0.753900],
[1.000000, 0.835900, 0.835900],
[1.000000, 0.918000, 0.918000],
[1.000000, 1.000000, 1.000000],
]),
"full2": np.array([
[0.252900, 0.000000, 0.137000],
[0.260100, 0.000000, 0.140800],
[0.267200, 0.000000, 0.144600],
[0.274300, 0.000000, 0.148300],
[0.281500, 0.000000, 0.152100],
[0.296100, 0.000000, 0.169700],
[0.310800, 0.000000, 0.187300],
[0.325500, 0.000000, 0.204800],
[0.340100, 0.000000, 0.222400],
[0.354800, 0.000000, 0.235000],
[0.369400, 0.000000, 0.247500],
[0.384100, 0.000000, 0.260100],
[0.398700, 0.000000, 0.272700],
[0.413400, 0.000000, 0.290300],
[0.428000, 0.000000, 0.307900],
[0.442600, 0.000000, 0.325400],
[0.457300, 0.000000, 0.343000],
[0.475700, 0.000000, 0.365100],
[0.494100, 0.000000, 0.387200],
[0.512500, 0.000000, 0.409300],
[0.530900, 0.000000, 0.431400],
[0.552900, 0.000000, 0.457800],
[0.574900, 0.000000, 0.484200],
[0.596800, 0.000000, 0.510500],
[0.618800, 0.000000, 0.536900],
[0.640800, 0.000000, 0.563300],
[0.662700, 0.000000, 0.589600],
[0.684700, 0.000000, 0.616000],
[0.706700, 0.000000, 0.642300],
[0.728700, 0.000000, 0.668700],
[0.750700, 0.000000, 0.695000],
[0.772600, 0.000000, 0.721400],
[0.794600, 0.000000, 0.747800],
[0.816600, 0.000000, 0.774200],
[0.838500, 0.000000, 0.800500],
[0.860500, 0.000000, 0.826900],
[0.882500, 0.000000, 0.853300],
[0.885600, 0.000000, 0.866400],
[0.888600, 0.000000, 0.879400],
[0.891700, 0.000000, 0.892500],
[0.894800, 0.000000, 0.905600],
[0.887200, 0.002500, 0.911200],
[0.879600, 0.005000, 0.916700],
[0.872000, 0.007500, 0.922300],
[0.864400, 0.010000, 0.927900],
[0.856800, 0.012500, 0.933500],
[0.849100, 0.015000, 0.939000],
[0.841500, 0.017500, 0.944600],
[0.833900, 0.020000, 0.950200],
[0.826300, 0.022500, 0.955800],
[0.818600, 0.025000, 0.961300],
[0.811000, 0.027500, 0.966800],
[0.803400, 0.030000, 0.972400],
[0.795800, 0.032500, 0.978000],
[0.788200, 0.035000, 0.983600],
[0.780600, 0.037500, 0.989100],
[0.773000, 0.040000, 0.994700],
[0.751100, 0.042500, 0.996000],
[0.729200, 0.045000, 0.997300],
[0.707300, 0.047500, 0.998700],
[0.685400, 0.050000, 1.000000],
[0.659000, 0.052500, 1.000000],
[0.632600, 0.055000, 1.000000],
[0.606300, 0.057500, 1.000000],
[0.579900, 0.060000, 1.000000],
[0.553500, 0.062500, 1.000000],
[0.527200, 0.065000, 1.000000],
[0.500800, 0.067500, 1.000000],
[0.474400, 0.070000, 1.000000],
[0.448100, 0.072500, 1.000000],
[0.421700, 0.075000, 1.000000],
[0.395300, 0.077500, 1.000000],
[0.369000, 0.080000, 1.000000],
[0.342600, 0.082500, 1.000000],
[0.316300, 0.085000, 1.000000],
[0.289900, 0.087500, 1.000000],
[0.263500, 0.090000, 1.000000],
[0.249100, 0.095000, 1.000000],
[0.234700, 0.100000, 1.000000],
[0.220200, 0.105000, 1.000000],
[0.205800, 0.110000, 1.000000],
[0.192900, 0.141100, 1.000000],
[0.180000, 0.172100, 1.000000],
[0.167100, 0.203200, 1.000000],
[0.154200, 0.234200, 1.000000],
[0.141300, 0.265300, 1.000000],
[0.128400, 0.296400, 1.000000],
[0.115500, 0.327400, 1.000000],
[0.102600, 0.358500, 1.000000],
[0.089700, 0.389600, 1.000000],
[0.076900, 0.420600, 1.000000],
[0.064000, 0.451700, 1.000000],
[0.051100, 0.482700, 1.000000],
[0.038300, 0.513600, 1.000000],
[0.025600, 0.544600, 1.000000],
[0.012800, 0.575500, 1.000000],
[0.000000, 0.606400, 1.000000],
[0.000000, 0.624000, 1.000000],
[0.000000, 0.641600, 1.000000],
[0.000000, 0.659100, 1.000000],
[0.000000, 0.676700, 1.000000],
[0.000000, 0.694300, 1.000000],
[0.000000, 0.711800, 1.000000],
[0.000000, 0.729400, 1.000000],
[0.000000, 0.747000, 1.000000],
[0.000000, 0.764600, 1.000000],
[0.000000, 0.782200, 1.000000],
[0.000000, 0.799700, 1.000000],
[0.000000, 0.817300, 1.000000],
[0.000000, 0.834900, 1.000000],
[0.000000, 0.852400, 1.000000],
[0.000000, 0.870000, 1.000000],
[0.000000, 0.887600, 1.000000],
[0.000000, 0.903200, 0.994500],
[0.000000, 0.918800, 0.989000],
[0.000000, 0.934400, 0.983500],
[0.000000, 0.950000, 0.978000],
[0.000000, 0.952600, 0.936700],
[0.000000, 0.955200, 0.895300],
[0.000000, 0.957900, 0.854000],
[0.000000, 0.960500, 0.812700],
[0.000000, 0.963100, 0.771400],
[0.000000, 0.965800, 0.730100],
[0.000000, 0.968500, 0.688800],
[0.000000, 0.971100, 0.647500],
[0.000000, 0.973700, 0.606200],
[0.000000, 0.976400, 0.564900],
[0.000000, 0.979000, 0.523600],
[0.000000, 0.981600, 0.482300],
[0.000000, 0.984300, 0.441000],
[0.000000, 0.986900, 0.399700],
[0.000000, 0.989500, 0.358300],
[0.000000, 0.992200, 0.317000],
[0.013200, 0.994100, 0.283800],
[0.026300, 0.996000, 0.250500],
[0.039500, 0.997800, 0.217300],
[0.052700, 0.999700, 0.184000],
[0.104000, 0.999400, 0.174000],
[0.155300, 0.999100, 0.164100],
[0.206500, 0.998800, 0.154200],
[0.257800, 0.998500, 0.144200],
[0.309100, 0.998200, 0.134300],
[0.360300, 0.998000, 0.124300],
[0.411600, 0.997700, 0.114400],
[0.462900, 0.997400, 0.104400],
[0.514200, 0.997100, 0.094400],
[0.565500, 0.996800, 0.084400],
[0.616700, 0.996500, 0.074500],
[0.668000, 0.996200, 0.064500],
[0.719300, 0.995900, 0.054600],
[0.770500, 0.995600, 0.044600],
[0.821700, 0.995300, 0.034700],
[0.873000, 0.995000, 0.024700],
[0.904700, 0.991500, 0.018500],
[0.936500, 0.987900, 0.012400],
[0.968300, 0.984400, 0.006200],
[1.000000, 0.980900, 0.000000],
[1.000000, 0.972100, 0.000000],
[1.000000, 0.963300, 0.000000],
[1.000000, 0.954500, 0.000000],
[1.000000, 0.945700, 0.000000],
[1.000000, 0.936900, 0.000000],
[1.000000, 0.928200, 0.000000],
[1.000000, 0.919400, 0.000000],
[1.000000, 0.910600, 0.000000],
[1.000000, 0.901800, 0.000000],
[1.000000, 0.893000, 0.000000],
[1.000000, 0.884200, 0.000000],
[1.000000, 0.875400, 0.000000],
[1.000000, 0.866600, 0.000000],
[1.000000, 0.857900, 0.000000],
[1.000000, 0.849100, 0.000000],
[1.000000, 0.840300, 0.000000],
[1.000000, 0.827100, 0.000000],
[1.000000, 0.813800, 0.000000],
[1.000000, 0.800600, 0.000000],
[1.000000, 0.787400, 0.000000],
[1.000000, 0.769800, 0.000000],
[1.000000, 0.752200, 0.000000],
[1.000000, 0.734700, 0.000000],
[1.000000, 0.717100, 0.000000],
[1.000000, 0.699500, 0.000000],
[1.000000, 0.681900, 0.000000],
[1.000000, 0.664300, 0.000000],
[1.000000, 0.646700, 0.000000],
[1.000000, 0.629100, 0.000000],
[1.000000, 0.611600, 0.000000],
[1.000000, 0.594000, 0.000000],
[1.000000, 0.576400, 0.000000],
[1.000000, 0.558800, 0.000000],
[1.000000, 0.541300, 0.000000],
[1.000000, 0.523700, 0.000000],
[1.000000, 0.506100, 0.000000],
[1.000000, 0.484100, 0.000000],
[1.000000, 0.462100, 0.000000],
[1.000000, 0.440100, 0.000000],
[1.000000, 0.418100, 0.000000],
[1.000000, 0.393500, 0.000000],
[1.000000, 0.368900, 0.000000],
[1.000000, 0.344300, 0.000000],
[1.000000, 0.319700, 0.000000],
[1.000000, 0.295100, 0.000000],
[1.000000, 0.270500, 0.000000],
[1.000000, 0.245900, 0.000000],
[1.000000, 0.221300, 0.000000],
[1.000000, 0.196700, 0.000000],
[1.000000, 0.172100, 0.000000],
[1.000000, 0.147400, 0.000000],
[1.000000, 0.122800, 0.000000],
[1.000000, 0.098200, 0.000000],
[1.000000, 0.073600, 0.000000],
[1.000000, 0.049000, 0.000000],
[1.000000, 0.024400, 0.000000],
[1.000000, 0.041500, 0.023200],
[1.000000, 0.058500, 0.046300],
[1.000000, 0.075600, 0.069400],
[1.000000, 0.092600, 0.092600],
[1.000000, 0.123400, 0.123400],
[1.000000, 0.154100, 0.154100],
[1.000000, 0.184900, 0.184900],
[1.000000, 0.215600, 0.215600],
[1.000000, 0.246400, 0.246400],
[1.000000, 0.277200, 0.277200],
[1.000000, 0.307900, 0.307900],
[1.000000, 0.338700, 0.338700],
[1.000000, 0.369500, 0.369500],
[1.000000, 0.400200, 0.400200],
[1.000000, 0.431000, 0.431000],
[1.000000, 0.461700, 0.461700],
[1.000000, 0.492500, 0.492500],
[1.000000, 0.523200, 0.523200],
[1.000000, 0.554000, 0.554000],
[1.000000, 0.584800, 0.584800],
[1.000000, 0.606600, 0.606600],
[1.000000, 0.628300, 0.628300],
[1.000000, 0.650100, 0.650100],
[1.000000, 0.671900, 0.671900],
[1.000000, 0.692400, 0.692400],
[1.000000, 0.712900, 0.712900],
[1.000000, 0.733400, 0.733400],
[1.000000, 0.753900, 0.753900],
[1.000000, 0.774400, 0.774400],
[1.000000, 0.794900, 0.794900],
[1.000000, 0.815400, 0.815400],
[1.000000, 0.835900, 0.835900],
[1.000000, 0.856400, 0.856400],
[1.000000, 0.877000, 0.877000],
[1.000000, 0.897500, 0.897500],
[1.000000, 0.918000, 0.918000],
[1.000000, 0.938500, 0.938500],
[1.000000, 0.959000, 0.959000],
[1.000000, 0.979500, 0.979500],
[1.000000, 1.000000, 1.000000],
]),
"star": np.array([
[0.300000, 0.300000, 1.000000],
[0.630000, 0.630000, 1.000000],
[0.000000, 0.750000, 1.000000],
[0.000000, 1.000000, 1.000000],
[0.100000, 0.800000, 0.700000],
[0.100000, 0.900000, 0.000000],
[0.500000, 1.000000, 0.630000],
[0.750000, 1.000000, 0.250000],
[1.000000, 1.000000, 0.000000],
[1.000000, 0.800000, 0.100000],
[1.000000, 0.600000, 0.300000],
[1.000000, 0.667000, 0.950000],
[1.000000, 0.200000, 1.000000],
[1.000000, 0.000000, 0.000000],
]),
"gray": np.array([
[0.000000, 0.000000, 0.000000],
[0.015900, 0.015900, 0.015900],
[0.031700, 0.031700, 0.031700],
[0.047600, 0.047600, 0.047600],
[0.063500, 0.063500, 0.063500],
[0.079400, 0.079400, 0.079400],
[0.095200, 0.095200, 0.095200],
[0.111100, 0.111100, 0.111100],
[0.127000, 0.127000, 0.127000],
[0.142900, 0.142900, 0.142900],
[0.158700, 0.158700, 0.158700],
[0.174600, 0.174600, 0.174600],
[0.190500, 0.190500, 0.190500],
[0.206300, 0.206300, 0.206300],
[0.222200, 0.222200, 0.222200],
[0.238100, 0.238100, 0.238100],
[0.254000, 0.254000, 0.254000],
[0.269800, 0.269800, 0.269800],
[0.285700, 0.285700, 0.285700],
[0.301600, 0.301600, 0.301600],
[0.317500, 0.317500, 0.317500],
[0.333300, 0.333300, 0.333300],
[0.349200, 0.349200, 0.349200],
[0.365100, 0.365100, 0.365100],
[0.381000, 0.381000, 0.381000],
[0.396800, 0.396800, 0.396800],
[0.412700, 0.412700, 0.412700],
[0.428600, 0.428600, 0.428600],
[0.444400, 0.444400, 0.444400],
[0.460300, 0.460300, 0.460300],
[0.476200, 0.476200, 0.476200],
[0.492100, 0.492100, 0.492100],
[0.507900, 0.507900, 0.507900],
[0.523800, 0.523800, 0.523800],
[0.539700, 0.539700, 0.539700],
[0.555600, 0.555600, 0.555600],
[0.571400, 0.571400, 0.571400],
[0.587300, 0.587300, 0.587300],
[0.603200, 0.603200, 0.603200],
[0.619000, 0.619000, 0.619000],
[0.634900, 0.634900, 0.634900],
[0.650800, 0.650800, 0.650800],
[0.666700, 0.666700, 0.666700],
[0.682500, 0.682500, 0.682500],
[0.698400, 0.698400, 0.698400],
[0.714300, 0.714300, 0.714300],
[0.730200, 0.730200, 0.730200],
[0.746000, 0.746000, 0.746000],
[0.761900, 0.761900, 0.761900],
[0.777800, 0.777800, 0.777800],
[0.793700, 0.793700, 0.793700],
[0.809500, 0.809500, 0.809500],
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[0.725500, 0.000000, 0.011800],
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[0.752900, 0.000000, 0.011800],
[0.760800, 0.000000, 0.015700],
[0.764700, 0.000000, 0.015700],
[0.768600, 0.000000, 0.015700],
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[0.980400, 0.000000, 0.007800],
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[0.988200, 0.000000, 0.003900],
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[0.996100, 0.011800, 0.015700],
[0.996100, 0.015700, 0.023500],
[0.992200, 0.015700, 0.031400],
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[0.996100, 0.058800, 0.070600],
[0.992200, 0.066700, 0.078400],
[0.992200, 0.074500, 0.086300],
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[0.992200, 0.086300, 0.102000],
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[0.988200, 0.102000, 0.117600],
[0.980400, 0.102000, 0.117600],
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[0.988200, 0.384300, 0.392200],
[0.988200, 0.388200, 0.392200],
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[1.000000, 0.454900, 0.451000],
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[1.000000, 0.466700, 0.462700],
[0.992200, 0.466700, 0.466700],
[0.988200, 0.478400, 0.478400],
[0.992200, 0.486300, 0.490200],
[0.996100, 0.494100, 0.498000],
[0.996100, 0.498000, 0.498000],
[0.992200, 0.505900, 0.505900],
[0.992200, 0.513700, 0.513700],
[1.000000, 0.521600, 0.521600],
[1.000000, 0.533300, 0.529400],
[0.996100, 0.533300, 0.533300],
[0.992200, 0.537300, 0.533300],
[0.988200, 0.541200, 0.541200],
[0.992200, 0.556900, 0.549000],
[0.996100, 0.560800, 0.560800],
[0.996100, 0.568600, 0.564700],
[0.996100, 0.572500, 0.572500],
[0.996100, 0.580400, 0.580400],
[1.000000, 0.592200, 0.592200],
[1.000000, 0.603900, 0.603900],
[1.000000, 0.607800, 0.607800],
[0.996100, 0.611800, 0.615700],
[0.988200, 0.619600, 0.623500],
[0.992200, 0.627500, 0.635300],
[1.000000, 0.639200, 0.647100],
[1.000000, 0.651000, 0.654900],
[0.996100, 0.662700, 0.666700],
[0.996100, 0.666700, 0.670600],
[0.992200, 0.678400, 0.682400],
[0.996100, 0.682400, 0.690200],
[1.000000, 0.686300, 0.694100],
[0.996100, 0.686300, 0.686300],
[0.992200, 0.682400, 0.678400],
[0.996100, 0.682400, 0.686300],
[0.984300, 0.666700, 0.682400],
[0.992200, 0.694100, 0.717600],
[0.949000, 0.702000, 0.725500],
[0.737300, 0.552900, 0.568600],
[0.596100, 0.482400, 0.486300],
]),
}
CERR_COLORMAP_NAMES = list(_DATA.keys())
[docs]
def get_cmap(name):
"""Return a matplotlib ListedColormap for a CERR colormap name."""
arr = np.clip(_DATA[name], 0.0, 1.0)
return ListedColormap(arr, name=name)
[docs]
def get_lut(name, n=256):
"""Return an (n,3) uint8 lookup table for a CERR colormap name."""
arr = np.clip(_DATA[name], 0.0, 1.0)
pts = np.linspace(0, len(arr) - 1, n)
idx = np.arange(len(arr))
out = np.column_stack([np.interp(pts, idx, arr[:, k]) for k in range(3)])
return (out * 255).astype(np.uint8)