{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"# 3-dimensional plot of functions with SageMath"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
],
"source": [
"%display latex"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": "\n\n"
},
"execution_count": 2,
"metadata": {
},
"output_type": "execute_result"
}
],
"source": [
"x, y = var('x y')\n",
"g1 = plot3d(sin(x*y), (x,-pi,pi), (y,-pi,pi), color='green')\n",
"show(g1, viewer='threejs')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": "\n\n"
},
"execution_count": 3,
"metadata": {
},
"output_type": "execute_result"
}
],
"source": [
"g1 = plot3d(sin(x*y), (x,-pi,pi), (y,-pi,pi), color='green', plot_points=100)\n",
"show(g1, viewer='threejs')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": "\n\n"
},
"execution_count": 4,
"metadata": {
},
"output_type": "execute_result"
}
],
"source": [
"g2 = sphere()\n",
"show(g1+g2, viewer='threejs')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 5,
"metadata": {
},
"output_type": "execute_result"
}
],
"source": [
"show(g1+g2, viewer='tachyon', aspect_ratio=1, figsize=10)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": "\n\n"
},
"execution_count": 6,
"metadata": {
},
"output_type": "execute_result"
}
],
"source": [
"u, v = var('u v')\n",
"f1 = (4+(3+cos(v))*sin(u), 4+(3+cos(v))*cos(u), 4+sin(v))\n",
"f2 = (8+(3+cos(v))*cos(u), 3+sin(v), 4+(3+cos(v))*sin(u))\n",
"g1 = parametric_plot3d(f1, (u,0,2*pi), (v,0,2*pi), color=\"red\")\n",
"g2 = parametric_plot3d(f2, (u,0,2*pi), (v,0,2*pi), color=\"gold\")\n",
"show(g1+g2, viewer='threejs')"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": "\n