{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Color maps of UV-CDAT\n",
"\n",
"- Grep all available color maps and visualize them using EzTemplate\n",
"- [Download Jupyter Notebook ipynb](./Colormap_Tutorial.ipynb)\n",
"Jiwoo Lee, LLNL, 2017. Sep.
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Contents\n",
"- [Import modules](#modules)\n",
"- [Prepare a dummy array](#array)\n",
"- [Colormap visualizing function](#function)\n",
"- [Open a VCS canvas](#canvas)\n",
"- [VCS colormaps](#vcs)\n",
"- [Matplotlib colormaps in VCS](#matplotlib)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Import modules\n",
"[(top)](#top)"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import vcs, EzTemplate\n",
"import MV2\n",
"import numpy as np"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Prepare a dummy array\n",
"[(top)](#top)\n",
"- We need a 2-D dummy array that will contain monotonically increasing numbers each of two rows, to be used for the visualization"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"a=[]\n",
"num_levels = 224\n",
"\n",
"for i in range(0,num_levels):\n",
" a.append(i/float(num_levels))\n",
"\n",
"for i in range(0,num_levels):\n",
" a.append(i/float(num_levels))\n",
"\n",
"a = MV2.array(a)\n",
"a = MV2.reshape(a, (-1,num_levels))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Colormap visualizing function\n",
"[(top)](#top)\n",
"\n",
"- Below function will visualize given colormaps to provide a selection guidance."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"def visualize(cmlst, v, loadcmap):\n",
" \n",
" T = vcs.createtemplate()\n",
" T.blank(['title','mean','min','max','dataname','crdate','crtime',\n",
" 'units','zvalue','tvalue','xunits','yunits','xname','yname', 'legend'])\n",
"\n",
" cmlst_num = len(cmlst)\n",
" nrows = int(round(cmlst_num/2.))\n",
" \n",
" M = EzTemplate.Multi(template=T, rows=nrows, columns=2)\n",
" M.margins.top = 0.05\n",
" M.margins.bottom = 0.05\n",
" M.margins.left = 0.2\n",
" M.margins.right = 0.2\n",
" M.spacing.vertical= 0.005\n",
" \n",
" for i in range(0, cmlst_num):\n",
" box = v.createboxfill()\n",
" box.color_1 = 16\n",
" box.color_2 = 240\n",
" box.xticlabels('','') # Hide x-axis tick labels\n",
" box.yticlabels('','') # Hide y-axis tick labels\n",
" box.colormap = loadcmap(cmlst[i])\n",
" \n",
" if i >= nrows: #right column\n",
" jj=1\n",
" ii=i-nrows\n",
" x = 0.81 # text starting x position\n",
" else: # left column\n",
" jj=0\n",
" ii=i\n",
" x = 0.01 # text starting x position\n",
"\n",
" t = M.get(row=ii, column=jj, legend='none')\n",
" t.blank(['legend'])\n",
"\n",
" v.plot(a, t, box, bg=1)\n",
"\n",
" subplot_title = vcs.createtext()\n",
" subplot_title.string = box.colormap\n",
" subplot_title.x = x\n",
" subplot_title.y = (t.box1.y1 + t.box1.y2) / 2.\n",
" subplot_title.height = 8\n",
" subplot_title.halign = 'left'\n",
" subplot_title.valign = 'half'\n",
" subplot_title.color = 'black'\n",
" v.plot(subplot_title, t)\n",
" v.removeobject(box)\n",
" v.removeobject(subplot_title)\n",
" \n",
" #print box.colormap ## List available color maps\n",
" return(v)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Open a VCS canvas\n",
"[(top)](#top)\n",
"\n",
"- Let's open a VCS canvas to play with!"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"v = vcs.init(geometry={\"width\":600,\"height\":1200}, bg=1)\n",
"vcs.utils.defaultColorsRange = range(16,240)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## VCS colormaps \n",
"[(top)](#top)\n",
"\n",
"- VCS is default module that is being used for the UV-CDAT. You can use VCS color maps which is loaded at the beginning."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cmlst = v.listelements('colormap')\n",
"loadcmap = str\n",
"v = visualize(cmlst, v, loadcmap)\n",
"\n",
"plot_title = v.createtext()\n",
"plot_title.string = 'VCS Colormaps'\n",
"plot_title.height = 15\n",
"plot_title.halign = 'center'\n",
"plot_title.valign = 'bottom'\n",
"plot_title.x = 0.5\n",
"plot_title.y = 0.96\n",
"v.plot(plot_title)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Matplotlib colormaps in VCS\n",
"[(top)](#top)\n",
"\n",
"- You can load and visualize [Matplotlib colormaps](#https://matplotlib.org/examples/color/colormaps_reference.html) in the VCS canvas.\n",
"- Use [vcs.colors.matplotlib2vcs](https://uvcdat.llnl.gov/docs/vcs/misc/colors.html) to convert \n",
"- For now if same name is already being used in VCS, new name with tail `_000` is assigned, as showing below as \"warning messages\".\n",
"- You can also use `vcs.utils.loadmatplotlibcolormaps()` to bring all Matplotlib colormaps to VCS"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/vcs/colors.py:43: UserWarning: inferno colormap name was already existing, your colormap name will be: inferno_mpl_000\n",
" (vcs_name, vcs_name_final))\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/vcs/colors.py:43: UserWarning: magma colormap name was already existing, your colormap name will be: magma_mpl_000\n",
" (vcs_name, vcs_name_final))\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/vcs/colors.py:43: UserWarning: plasma colormap name was already existing, your colormap name will be: plasma_mpl_000\n",
" (vcs_name, vcs_name_final))\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/vcs/colors.py:43: UserWarning: rainbow colormap name was already existing, your colormap name will be: rainbow_mpl_000\n",
" (vcs_name, vcs_name_final))\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/matplotlib/cbook.py:136: MatplotlibDeprecationWarning: The spectral and spectral_r colormap was deprecated in version 2.0. Use nipy_spectral and nipy_spectral_r instead.\n",
" warnings.warn(message, mplDeprecation, stacklevel=1)\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/matplotlib/cbook.py:136: MatplotlibDeprecationWarning: The Vega10 colormap was deprecated in version 2.0. Use tab10 instead.\n",
" warnings.warn(message, mplDeprecation, stacklevel=1)\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/matplotlib/cbook.py:136: MatplotlibDeprecationWarning: The Vega20 colormap was deprecated in version 2.0. Use tab20 instead.\n",
" warnings.warn(message, mplDeprecation, stacklevel=1)\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/matplotlib/cbook.py:136: MatplotlibDeprecationWarning: The Vega20b colormap was deprecated in version 2.0. Use tab20b instead.\n",
" warnings.warn(message, mplDeprecation, stacklevel=1)\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/matplotlib/cbook.py:136: MatplotlibDeprecationWarning: The Vega20c colormap was deprecated in version 2.0. Use tab20c instead.\n",
" warnings.warn(message, mplDeprecation, stacklevel=1)\n",
"/Users/doutriaux1/anaconda2/envs/nightly2/lib/python2.7/site-packages/vcs/colors.py:43: UserWarning: viridis colormap name was already existing, your colormap name will be: viridis_mpl_000\n",
" (vcs_name, vcs_name_final))\n"
]
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"v.clear()\n",
"\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Get list of all available colormaps from matplotlib (except '_r' which is reversed one)\n",
"cmlst = [x for x in plt.colormaps() if not '_r' in x]\n",
"cmlst = sorted(cmlst, key=lambda s: s.lower()) # Sort as case-insensitive alphabet order\n",
"\n",
"loadcmap = vcs.colors.matplotlib2vcs\n",
"v = visualize(cmlst, v, loadcmap)\n",
"\n",
"plot_title.string = 'Matplotlib Colormaps for VCS'\n",
"v.plot(plot_title)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:nightly2]",
"language": "python",
"name": "conda-env-nightly2-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.14"
}
},
"nbformat": 4,
"nbformat_minor": 2
}