Skip to content

Instantly share code, notes, and snippets.

@certik
Created May 8, 2013 02:35
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save certik/5537804 to your computer and use it in GitHub Desktop.
Save certik/5537804 to your computer and use it in GitHub Desktop.
{
"metadata": {
"name": "Plot"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": "from pylab import plot, semilogy\nfrom numpy import loadtxt, pi\nD = loadtxt(\"conv.txt\")\nN = D[:, 0]\nE = D[:, 1]\nE_exact = 128/(35*pi)",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": "figure(figsize=(8, 6), dpi=80)\nsemilogy(N, E-E_exact, \"k-\")\ngrid()\ntitle(\"Convergence of an FFT Poisson solver (semilogy)\")\nxlabel(\"N (number of PW in each direction)\")\nylabel(\"E - E_exact [a.u.]\")\nsavefig(\"fft_convergence_semilogy.png\")",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAf4AAAGHCAYAAABRQjAsAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmED+AzaygKqz3luSAAAAAElFTkSuQmCC\n"
}
],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": "figure(figsize=(8, 6), dpi=80)\ncalculated = E-E_exact\nloglog(N, E-E_exact, \"ko\", label=\"calculated\")\npredicted = 1/N\npredicted = predicted * (calculated[-1] / predicted[-1])\nloglog(N, predicted, \"g-\", label=\"$1/N$\")\ngrid()\ntitle(\"Convergence of an FFT Poisson solver (loglog)\")\nxlabel(\"N (number of PW in each direction)\")\nylabel(\"E - E_exact [a.u.]\")\nlegend()\nsavefig(\"fft_convergence_loglog.png\")",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": "iVBORw0KGgoAAAANSUhEUgAAAf8AAAGOCAYAAACZjwraAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n"
}
],
"prompt_number": 3
}
],
"metadata": {}
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment