Skip to content

Instantly share code, notes, and snippets.

@Evgenij-Gr
Created November 21, 2016 05:43
Show Gist options
  • Save Evgenij-Gr/ea43d4f8b7268ceafdf292ebea49c38c to your computer and use it in GitHub Desktop.
Save Evgenij-Gr/ea43d4f8b7268ceafdf292ebea49c38c to your computer and use it in GitHub Desktop.
Describes in what order fill matrix to correctly use with pcolormesh
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"xs = ys = np.linspace(0.0,1.0, 2000)\n",
"grid = np.zeros([len(ys), len(xs)])\n",
"for i, y in enumerate(ys):\n",
" for j, x in enumerate(xs):\n",
" grid[i][j] = (x-0.2)**2+(y-0.6)**2"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7fc8aafb9ad0>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAATEAAAEACAYAAADbQ0FgAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n4ogjHuj4/wG+kMCToFFChwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fc8ad3f1910>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.pcolormesh(xs,ys,grid,cmap=plt.cm.get_cmap('RdBu'))\n",
"plt.axes().set_aspect('equal', adjustable='box')\n",
"plt.colorbar()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2 (SageMath)",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment