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@adonath
Created March 31, 2015 15:22
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Register ds9 colormaps for use with matplotlib
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Implement ds9 colormaps in matplotlib\n",
"\n",
"This defines two utility functions to illustrate the colormaps (taken from https://github.com/gammapy/gammapy/blob/master/gammapy/image/plotting.py):"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import numpy as np\n",
"%matplotlib inline\n",
"\n",
"def grayify_colormap(cmap, mode='hsp'):\n",
" \"\"\"\n",
" Return a grayscale version a the colormap.\n",
"\n",
" The grayscale conversion of the colormap is bases on perceived luminance of\n",
" the colors. For the conversion either the `~skimage.color.rgb2gray` or a\n",
" generic method called ``hsp`` [1]_ can be used. The code is loosely based\n",
" on [2]_.\n",
"\n",
"\n",
" Parameters\n",
" ----------\n",
" cmap : str or `~matplotlib.colors.Colormap`\n",
" Colormap name or instance.\n",
" mode : {'skimage, 'hsp'}\n",
" Grayscale conversion method. Either ``skimage`` or ``hsp``.\n",
"\n",
" References\n",
" ----------\n",
"\n",
" .. [1] Darel Rex Finley, \"HSP Color Model - Alternative to HSV (HSB) and HSL\"\n",
" http://alienryderflex.com/hsp.html\n",
"\n",
" .. [2] Jake VanderPlas, \"How Bad Is Your Colormap?\"\n",
" https://jakevdp.github.io/blog/2014/10/16/how-bad-is-your-colormap/\n",
" \"\"\"\n",
" import matplotlib.pyplot as plt\n",
" cmap = plt.cm.get_cmap(cmap)\n",
" colors = cmap(np.arange(cmap.N))\n",
"\n",
" if mode == 'skimage':\n",
" from skimage.color import rgb2gray\n",
" luminance = rgb2gray(np.array([colors]))\n",
" colors[:, :3] = luminance[0][:, np.newaxis]\n",
" elif mode == 'hsp':\n",
" RGB_weight = [0.299, 0.587, 0.114]\n",
" luminance = np.sqrt(np.dot(colors[:, :3] ** 2, RGB_weight))\n",
" colors[:, :3] = luminance[:, np.newaxis]\n",
" else:\n",
" raise ValueError('Not a valid grayscale conversion mode.')\n",
"\n",
" return cmap.from_list(cmap.name + \"_grayscale\", colors, cmap.N)\n",
"\n",
"\n",
"def illustrate_colormap(cmap, **kwargs):\n",
" \"\"\"\n",
" Illustrate color distribution and perceived luminance of a colormap.\n",
"\n",
" Parameters\n",
" ----------\n",
" cmap : str or `~matplotlib.colors.Colormap`\n",
" Colormap name or instance.\n",
" kwargs : dicts\n",
" Keyword arguments passed to `grayify_colormap`.\n",
" \"\"\"\n",
" import matplotlib.pyplot as plt\n",
" cmap = plt.cm.get_cmap(cmap)\n",
" cmap_gray = grayify_colormap(cmap, **kwargs)\n",
" figure = plt.figure(figsize=(6, 4))\n",
" v = np.linspace(0, 1, 4 * cmap.N)\n",
"\n",
" # Show colormap\n",
" show_cmap = figure.add_axes([0.1, 0.8, 0.8, 0.1])\n",
" im = np.outer(np.ones(50), v)\n",
" show_cmap.imshow(im, cmap=cmap, origin='lower')\n",
" show_cmap.set_xticklabels([])\n",
" show_cmap.set_yticklabels([])\n",
" show_cmap.set_yticks([])\n",
" show_cmap.set_title('RGB & Gray Luminance of colormap {0}'.format(cmap.name))\n",
"\n",
" # Show colormap gray\n",
" show_cmap_gray = figure.add_axes([0.1, 0.72, 0.8, 0.09])\n",
" show_cmap_gray.imshow(im, cmap=cmap_gray, origin='lower')\n",
" show_cmap_gray.set_xticklabels([])\n",
" show_cmap_gray.set_yticklabels([])\n",
" show_cmap_gray.set_yticks([])\n",
"\n",
" # Plot RGB profiles\n",
" plot_rgb = figure.add_axes([0.1, 0.1, 0.8, 0.6])\n",
" plot_rgb.plot(v, [cmap(_)[0] for _ in v], color='r')\n",
" plot_rgb.plot(v, [cmap(_)[1] for _ in v], color='g')\n",
" plot_rgb.plot(v, [cmap(_)[2] for _ in v], color='b')\n",
" plot_rgb.plot(v, [cmap_gray(_)[0] for _ in v], color='k', linestyle='--')\n",
" plot_rgb.set_ylabel('Luminance')\n",
" plot_rgb.set_ylim(-0.005, 1.005)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The following cell defines the colormaps as in 'saods9/saotk/colorbar/default.C' of the ds9 source code and registers them with matplotlib:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from matplotlib.cm import register_cmap, cmap_d\n",
"\n",
"ds9b = {'red': lambda v : 4 * v - 1, \n",
" 'green': lambda v : 4 * v - 2,\n",
" 'blue': lambda v : np.select([v < 0.25, v < 0.5, v < 0.75, v <= 1],\n",
" [4 * v, -4 * v + 2, 0, 4 * v - 3])}\n",
"\n",
"# Note that this definition slightly differs from ds9cool, but make more sense to me...\n",
"ds9cool = {'red': lambda v : 2 * v - 1, \n",
" 'green': lambda v : 2 * v - 0.5,\n",
" 'blue': lambda v : 2 * v}\n",
"\n",
"ds9a = {'red': lambda v : np.interp(v, [0, 0.25, 0.5, 1],\n",
" [0, 0, 1, 1]),\n",
" 'green': lambda v : np.interp(v, [0, 0.25, 0.5, 0.77, 1],\n",
" [0, 1, 0, 0, 1]),\n",
" 'blue': lambda v : np.interp(v, [0, 0.125, 0.5, 0.64, 0.77, 1],\n",
" [0, 0, 1, 0.5, 0, 0])}\n",
"\n",
"ds9i8 = {'red': lambda v : np.where(v < 0.5, 0, 1), \n",
" 'green': lambda v : np.select([v < 1/8., v < 0.25, v < 3/8., v < 0.5,\n",
" v < 5/8., v < 0.75, v < 7/8., v <= 1],\n",
" [0, 1, 0, 1, 0, 1, 0, 1]),\n",
" 'blue': lambda v : np.select([v < 1/8., v < 0.25, v < 3/8., v < 0.5,\n",
" v < 5/8., v < 0.75, v < 7/8., v <= 1],\n",
" [0, 0, 1, 1, 0, 0, 1, 1])}\n",
"\n",
"ds9aips0 = {'red': lambda v : np.select([v < 1/9., v < 2/9., v < 3/9., v < 4/9., v < 5/9.,\n",
" v < 6/9., v < 7/9., v < 8/9., v <= 1],\n",
" [0.196, 0.475, 0, 0.373, 0, 0, 1, 1, 1]), \n",
" 'green': lambda v : np.select([v < 1/9., v < 2/9., v < 3/9., v < 4/9., v < 5/9.,\n",
" v < 6/9., v < 7/9., v < 8/9., v <= 1],\n",
" [0.196, 0, 0, 0.655, 0.596, 0.965, 1, 0.694, 0]),\n",
" 'blue': lambda v : np.select([v < 1/9., v < 2/9., v < 3/9., v < 4/9., v < 5/9.,\n",
" v < 6/9., v < 7/9., v < 8/9., v <= 1],\n",
" [0.196, 0.608, 0.785, 0.925, 0, 0, 0, 0, 0])}\n",
"\n",
"ds9rainbow = {'red': lambda v : np.interp(v, [0, 0.2, 0.6, 0.8, 1], [1, 0, 0, 1, 1]),\n",
" 'green': lambda v : np.interp(v, [0, 0.2, 0.4, 0.8, 1], [0, 0, 1, 1, 0]),\n",
" 'blue': lambda v : np.interp(v, [0, 0.4, 0.6, 1], [1, 1, 0, 0])}\n",
"\n",
"# This definition seems a bit strange...\n",
"ds9he = {'red': lambda v : np.interp(v, [0, 0.015, 0.25, 0.5, 1],\n",
" [0, 0.5, 0.5, 0.75, 1]),\n",
" 'green': lambda v : np.interp(v, [0, 0.065, 0.125, 0.25, 0.5, 1],\n",
" [0, 0, 0.5, 0.75, 0.81, 1]),\n",
" 'blue': lambda v : np.interp(v, [0, 0.015, 0.03, 0.065, 0.25, 1],\n",
" [0, 0.125, 0.375, 0.625, 0.25, 1])}\n",
"\n",
"ds9heat = {'red': lambda v : np.interp(v, [0, 0.34, 1], [0, 1, 1]),\n",
" 'green': lambda v : np.interp(v, [0, 1], [0, 1]),\n",
" 'blue': lambda v : np.interp(v, [0, 0.65, 0.98, 1], [0, 0, 1, 1])}\n",
"\n",
"\n",
"\n",
"\n",
"# Set aliases, where colormap exists in matplotlib\n",
"cmap_d['ds9bb'] = cmap_d['afmhot']\n",
"cmap_d['ds9grey'] = cmap_d['gray']\n",
"\n",
"# Register all other colormaps\n",
"register_cmap('ds9b', data=ds9b)\n",
"register_cmap('ds9cool', data=ds9cool)\n",
"register_cmap('ds9a', data=ds9a)\n",
"register_cmap('ds9i8', data=ds9i8)\n",
"register_cmap('ds9aips0', data=ds9aips0)\n",
"register_cmap('ds9rainbow', data=ds9rainbow)\n",
"register_cmap('ds9he', data=ds9he)\n",
"register_cmap('ds9heat', data=ds9heat)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# DS9 grey"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe368afd4a8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9grey')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# DS9 a"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe368afda20>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9a')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# DS9 b"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe368afd278>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9b')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# DS9 bb"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe35068b240>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9bb')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#DS9 he"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe350447470>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9he')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# DS9 i8"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe34f34e320>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9i8')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# DS9 aips0"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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"+QAAAABJRU5ErkJggg==\n"
],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe34f22d630>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9aips0')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#DS9 heat"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe36e77bdd8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9heat')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#DS9 cool"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe368afdac8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9cool')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#DS9 rainbow"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x7fe34f14d0b8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"illustrate_colormap('ds9rainbow')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.4.3"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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