{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "- By [lazarusA](https://lazarusa.github.io/Webpage/index.html)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "using CairoMakie, ColorSchemes, Colors # using GLMakie" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "U = LinRange(-pi, pi, 100) # 50\n", "V = LinRange(-pi, pi, 20)\n", "x1 = [cos(u) + .5 * cos(u) * cos(v) for u in U, v in V]\n", "y1 = [sin(u) + .5 * sin(u) * cos(v) for u in U, v in V]\n", "z1 = [.5 * sin(v) for u in U, v in V]\n", "x2 = [1 + cos(u) + .5 * cos(u) * cos(v) for u in U, v in V]\n", "y2 = [.5 * sin(v) for u in U, v in V]\n", "z2 = [sin(u) + .5 * sin(u) * cos(v) for u in U, v in V];" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "Figure()" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig = Figure(resolution =(600,400))\n", "ax = LScene(fig, scenekw = (camera = cam3d!, show_axis = true))\n", "wireframe!(x1,y1,z1, shading = false)\n", "axis = ax.scene[OldAxis]\n", "tstyle = axis[:names]\n", "tstyle[:textsize] = 12\n", "tstyle[:gap] = 5\n", "axis[:ticks][:textcolor] = :black\n", "axis[:ticks][:textsize] = 7\n", "fig[1,1] = ax\n", "#save(\"./results/FigTori1.png\", fig, px_per_unit = 1)\n", "fig" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "Figure()" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig = Figure(resolution =(600,400))\n", "ax = LScene(fig, scenekw = (camera = cam3d!, show_axis = true))\n", "wireframe!(x2,y2,z2, shading = false)\n", "axis = ax.scene[OldAxis]\n", "tstyle = axis[:names]\n", "tstyle[:textsize] = 12\n", "tstyle[:gap] = 5\n", "axis[:ticks][:textcolor] = :black\n", "axis[:ticks][:textsize] = 7\n", "fig[1,1] = ax\n", "#save(\"./results/FigTori2.png\", fig, px_per_unit = 1)\n", "fig" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "Figure()" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "using GLMakie, ColorSchemes, Colors # using CairoMakie seems to fail here. \n", "\n", "U = LinRange(-pi, pi, 100) \n", "V = LinRange(-pi, pi, 20)\n", "\n", "x1 = [cos(u) + .5 * cos(u) * cos(v) for u in U, v in V]\n", "y1 = [sin(u) + .5 * sin(u) * cos(v) for u in U, v in V]\n", "z1 = [.5 * sin(v) for u in U, v in V]\n", "x2 = [1 + cos(u) + .5 * cos(u) * cos(v) for u in U, v in V]\n", "y2 = [.5 * sin(v) for u in U, v in V]\n", "z2 = [sin(u) + .5 * sin(u) * cos(v) for u in U, v in V]\n", "\n", "\n", "fig = Figure(resolution =(600,400))\n", "ax = LScene(fig, scenekw = (camera = cam3d!, show_axis = true))\n", "\n", "\n", "ax = LScene(fig, scenekw = (camera = cam3d!, show_axis = true))\n", "tori1 = wireframe!(ax, x1,y1,z1, shading = false, color = :orange, transparency=false)\n", "tori2 = wireframe!(ax, x2,y2,z2, shading = false, color= :dodgerblue, transparency=true)\n", "\n", "axis = ax.scene[OldAxis]\n", "\n", "\n", "axis[:names, :axisnames] = (\"x\", \"y\", \"z\")\n", "tstyle = axis[:names] # get the nested attributes and work directly with them\n", "\n", "tstyle[:textsize] = 10\n", "tstyle[:textcolor] = (:red, :green, :black)\n", "tstyle[:font] = \"helvetica\"\n", "tstyle[:gap] = 5\n", "axis[:ticks][:textcolor] = :black\n", "axis[:ticks][:textsize] = 5\n", "\n", "elem_1 = [LineElement(color = tori1[:color], linestyle = nothing)]\n", "elem_2 = [LineElement(color = tori2[:color], linestyle = nothing)]\n", "\n", "leg = Legend(fig, [elem_1, elem_2], [\"tori 1\", \"tori 2\"], \n", " tellheight = false, tellwidth = false, \n", " halign = :left, valign = :center, framevisible = false, bgcolor = :white)\n", "fig[1, 1] = ax\n", "fig[1, 1] = leg\n", "#save(\"./results/FigTori1_2.png\", fig, px_per_unit = 1)\n", "fig" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "Figure()" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig = Figure(resolution =(1200,800))\n", "ax = LScene(fig, scenekw = (camera = cam3d!, show_axis = true))\n", "\n", "tori1 = surface!(ax, x1, y1, z1, colormap = :viridis, shading=false)\n", "tori2 = surface!(ax, x2, y2, z2, colormap = :plasma, shading=false)\n", "axis = ax.scene[OldAxis]\n", "axis[:names, :axisnames] = (\"x\", \"y\", \"z\")\n", "tstyle = axis[:names] # get the nested attributes and work directly with them\n", "\n", "tstyle[:textsize] = 10\n", "tstyle[:textcolor] = (:red, :green, :black)\n", "tstyle[:font] = \"helvetica\"\n", "tstyle[:gap] = 5\n", "axis[:ticks][:textcolor] = :black\n", "axis[:ticks][:textsize] = 5\n", "cbar1 = Colorbar(fig, tori1, label = \"z\",ticklabelsize = 16,\n", " width = 12, height = Relative(2/4), tickalign=1, # cbar's frame\n", ")\n", "cbar2 = Colorbar(fig, tori2, label = \"z\",ticklabelsize = 16,labelpadding = -5,\n", " flipaxisposition= false, ticklabelpad = 35,\n", " width = 12, height = Relative(2/4), tickalign=1,\n", " )\n", "fig[1, 2] = ax\n", "fig[1, 3] = cbar1\n", "fig[1, 1] = cbar2\n", "#save(\"./results/FigTori1_2cmap.png\", fig, px_per_unit = 1)\n", "fig" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "kernelspec": { "display_name": "Julia 1.6.0", "language": "julia", "name": "julia-1.6" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "1.6.0" } }, "nbformat": 4, "nbformat_minor": 2 }