{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Orienting boxes to Frenet frames along a curve\n", "# - using Matplotlib, NumPy and scikit-vectors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Copyright (c) 2017, 2019 Tor Olav Kristensen, http://subcube.com\n", "\n", "https://github.com/t-o-k/scikit-vectors\n", "\n", "Use of this source code is governed by a BSD-license that can be found in the LICENSE file." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "url = 'https://github.com/t-o-k/scikit-vectors_examples/'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# This example has been tested with NumPy v1.15.3, Matplotlib v2.1.1 and Jupyter v4.4.0" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Uncomment one of these to get a Matplotlib backend with interactive plots \n", "\n", "# %matplotlib auto\n", "# %matplotlib notebook" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Get the necessary libraries\n", "\n", "import matplotlib.colors as colors\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D\n", "from mpl_toolkits.mplot3d.art3d import Poly3DCollection\n", "import numpy as np\n", "\n", "from skvectors import create_class_Cartesian_3D_Vector" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Size and resolution for Matplotlib figures\n", "\n", "figure_size = (8, 6)\n", "figure_dpi = 100" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# The functions for the curve\n", "\n", "a, b, c = 4, 3, 2\n", "\n", "\n", "def f_x(t):\n", "\n", " return +a * np.cos(t)\n", "\n", "\n", "def f_y(t):\n", "\n", " return +b * np.sin(t)\n", "\n", "\n", "def f_z(t):\n", "\n", " return +c * np.sin(3 * t)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Numerical approximation of the first derivative\n", "\n", "def first_derivative(fn, h=1e-4):\n", "\n", " h2 = 2 * h\n", "\n", "\n", " def d1_fn(t):\n", "\n", " return (fn(t + h) - fn(t - h)) / h2\n", "\n", "\n", " return d1_fn" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Numerical approximation of the second derivative\n", "\n", "def second_derivative(fn, h=1e-4):\n", "\n", " hh = h**2\n", "\n", "\n", " def d2_fn(t):\n", "\n", " return (fn(t + h) - 2 * fn(t) + fn(t - h)) / hh\n", "\n", "\n", " return d2_fn" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# Create derivative functions for the curve\n", "\n", "d1_f_x = first_derivative(f_x)\n", "d1_f_y = first_derivative(f_y)\n", "d1_f_z = first_derivative(f_z)\n", "\n", "d2_f_x = second_derivative(f_x)\n", "d2_f_y = second_derivative(f_y)\n", "d2_f_z = second_derivative(f_z)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Make a vector class that can hold all the points along the curve\n", "\n", "no_of_points_along_curve = 90\n", "\n", "NP3 = \\\n", " create_class_Cartesian_3D_Vector(\n", " name = 'NP3',\n", " component_names = 'xyz',\n", " brackets = '<>',\n", " sep = ', ',\n", " cnull = np.zeros(no_of_points_along_curve),\n", " cunit = np.ones(no_of_points_along_curve),\n", " functions = \\\n", " {\n", " 'not': np.logical_not,\n", " 'and': np.logical_and,\n", " 'or': np.logical_or,\n", " 'all': np.all,\n", " 'any': np.any,\n", " 'min': np.minimum,\n", " 'max': np.maximum,\n", " 'abs': np.absolute,\n", " 'trunc': np.trunc,\n", " 'ceil': np.ceil,\n", " 'copysign': np.copysign,\n", " 'log10': np.log10,\n", " 'cos': np.cos,\n", " 'sin': np.sin,\n", " 'atan2': np.arctan2,\n", " 'pi': np.pi\n", " }\n", " )" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": false }, "outputs": [], "source": [ "# Calculate the position vectors for the points along the curve\n", "\n", "t = np.linspace(-np.pi, +np.pi, no_of_points_along_curve)\n", "\n", "p_o = \\\n", " NP3(\n", " x = f_x(t),\n", " y = f_y(t),\n", " z = f_z(t)\n", " ) " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show the curve\n", "\n", "fig = plt.figure(figsize=figure_size, dpi=figure_dpi)\n", "fig.text(0.01, 0.01, url)\n", "ax = Axes3D(fig)\n", "ax.set_title('Points along curve')\n", "ax.scatter(p_o.x, p_o.y, p_o.z, c='r', marker='.')\n", "ax.plot(p_o.x, p_o.y, p_o.z, c='b')\n", "ax.set_xlim(-5, +5)\n", "ax.set_ylim(-5, +5)\n", "ax.set_zlim(-5, +5)\n", "ax.set_xlabel('x-axis')\n", "ax.set_ylabel('y-axis')\n", "ax.set_zlabel('z-axis')\n", "ax.view_init(elev=55, azim=130)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# The corners for a box\n", "\n", "d, e, f = 1, 4, 2\n", "scale = 1 / 10\n", "\n", "d, e, f = scale * d, scale * e, scale * f\n", "\n", "V3 = create_class_Cartesian_3D_Vector('V3', 'xyz')\n", "\n", "box_corners = \\\n", " [\n", " V3(-d, -e, -f),\n", " V3(+d, -e, -f),\n", " V3(+d, +e, -f),\n", " V3(-d, +e, -f),\n", " V3(-d, -e, +f),\n", " V3(+d, -e, +f),\n", " V3(+d, +e, +f),\n", " V3(-d, +e, +f)\n", " ]" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# The edges of the box\n", "\n", "line_indices = \\\n", " [\n", " (0, 1),\n", " (2, 3),\n", " (4, 5),\n", " (6, 7),\n", " (1, 2),\n", " (3, 0),\n", " (5, 6),\n", " (7, 4),\n", " (0, 4),\n", " (1, 5),\n", " (2, 6),\n", " (3, 7)\n", " ]\n", "line_colors = 'rrrrggggbbbb'" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show the box corners and edges\n", "\n", "fig = plt.figure(figsize=figure_size, dpi=figure_dpi)\n", "fig.text(0.01, 0.01, url)\n", "ax = Axes3D(fig)\n", "ax.set_title('Box corners and edges')\n", "x, y, z = zip(*box_corners)\n", "ax.scatter(x, y, z, c='y', marker='o')\n", "for (i0, i1), color in zip(line_indices, line_colors):\n", " ax.plot(\n", " [ box_corners[i0].x, box_corners[i1].x ],\n", " [ box_corners[i0].y, box_corners[i1].y ],\n", " [ box_corners[i0].z, box_corners[i1].z ],\n", " color = color\n", " )\n", "ax.set_xlim(-0.5, +0.5)\n", "ax.set_ylim(-0.5, +0.5)\n", "ax.set_zlim(-0.5, +0.5)\n", "ax.set_xlabel('x-axis')\n", "ax.set_ylabel('y-axis')\n", "ax.set_zlabel('z-axis')\n", "ax.view_init(elev=25, azim=120)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# The sides of the box \n", "\n", "rectangle_indices = \\\n", " [\n", " (0, 3, 7, 4),\n", " (1, 2, 6, 5),\n", " (0, 1, 5, 4),\n", " (3, 2, 6, 7),\n", " (0, 1, 2, 3),\n", " (4, 5, 6, 7)\n", " ]\n", "rectangle_colors = 'rrggbb'" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show the box sides\n", "\n", "fig = plt.figure(figsize=figure_size, dpi=figure_dpi)\n", "fig.text(0.01, 0.01, url)\n", "ax = Axes3D(fig)\n", "ax.set_title('Box sides')\n", "for indices, color in zip(rectangle_indices, rectangle_colors):\n", " vertices = \\\n", " [\n", " box_corners[i]\n", " for i in indices\n", " ]\n", " rectangle = Poly3DCollection([ vertices ])\n", " rectangle.set_color(color)\n", " rectangle.set_edgecolor('k')\n", " ax.add_collection3d(rectangle)\n", "ax.set_xlim(-0.5, +0.5)\n", "ax.set_ylim(-0.5, +0.5)\n", "ax.set_zlim(-0.5, +0.5)\n", "ax.set_xlabel('x-axis')\n", "ax.set_ylabel('y-axis')\n", "ax.set_zlabel('z-axis')\n", "ax.view_init(elev=25, azim=120)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# Calculate the vectors for the first derivatives at the points along the curve\n", "\n", "v_d1 = \\\n", " NP3(\n", " x = d1_f_x(t),\n", " y = d1_f_y(t),\n", " z = d1_f_z(t)\n", " )" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# Calculate the vectors from the second derivatives at the points along the curve\n", "\n", "v_d2 = \\\n", " NP3(\n", " x = d2_f_x(t),\n", " y = d2_f_y(t),\n", " z = d2_f_z(t)\n", " )" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# Calculate the vectors for all the Frenet frames along the curve\n", "\n", "# Tangent vectors at the points along the curve\n", "v_t = v_d1.normalize()\n", "\n", "# Binormal vectors at the points along the curve\n", "v_b = v_d1.cross(v_d2).normalize()\n", "\n", "# Normal vectors at the points along the curve\n", "v_n = v_t.cross(v_b)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show the Frenet frames vectors\n", "\n", "vector_length = 0.3\n", "\n", "fig = plt.figure(figsize=figure_size, dpi=figure_dpi)\n", "fig.text(0.01, 0.01, url)\n", "ax = Axes3D(fig)\n", "ax.set_title('Frenet Frames')\n", "ax.scatter(p_o.x, p_o.y, p_o.z, c='k', marker='.')\n", "ax.quiver(\n", " p_o.x, p_o.y, p_o.z,\n", " v_t.x, v_t.y, v_t.z,\n", " length = vector_length,\n", " pivot = 'tail',\n", " color = 'r'\n", ")\n", "ax.quiver(\n", " p_o.x, p_o.y, p_o.z,\n", " v_b.x, v_b.y, v_b.z,\n", " length = vector_length,\n", " pivot = 'tail',\n", " color = 'g'\n", ")\n", "ax.quiver(\n", " p_o.x, p_o.y, p_o.z,\n", " v_n.x, v_n.y, v_n.z,\n", " length = vector_length,\n", " pivot = 'tail',\n", " color = 'b'\n", ")\n", "ax.set_xlim(-3.5, +3.5)\n", "ax.set_ylim(-3.5, +3.5)\n", "ax.set_zlim(-3.5, +3.5)\n", "ax.set_xlabel('x-axis')\n", "ax.set_ylabel('y-axis')\n", "ax.set_zlabel('z-axis')\n", "ax.view_init(elev=20, azim=25)\n", "# ax.view_init(elev=60, azim=35)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# Reorient all the box corners in all the Frenet frames\n", "\n", "box_corners_transformed = \\\n", " [\n", " p_o + corner.x * v_t + corner.y * v_b + corner.z * v_n\n", " for corner in box_corners\n", " ]" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show the edges for all the reoriented boxes along the curve\n", "\n", "fig = plt.figure(figsize=figure_size, dpi=figure_dpi)\n", "fig.text(0.01, 0.01, url)\n", "ax = Axes3D(fig)\n", "ax.set_title('Reoriented boxes')\n", "for (i0, i1), color in zip(line_indices, line_colors):\n", " p0 = box_corners_transformed[i0]\n", " p1 = box_corners_transformed[i1]\n", " for k in range(no_of_points_along_curve-1):\n", " ax.plot(\n", " [ p0.x[k], p1.x[k] ],\n", " [ p0.y[k], p1.y[k] ],\n", " [ p0.z[k], p1.z[k] ],\n", " color = color\n", " )\n", "ax.set_xlim(-5, +5)\n", "ax.set_ylim(-5, +5)\n", "ax.set_zlim(-5, +5)\n", "ax.set_xlabel('x-axis')\n", "ax.set_ylabel('y-axis')\n", "ax.set_zlabel('z-axis')\n", "ax.view_init(elev=20, azim=100)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show the sides for all the reoriented boxes along the curve\n", "\n", "fig = plt.figure(figsize=figure_size, dpi=figure_dpi)\n", "fig.text(0.01, 0.01, url)\n", "ax = Axes3D(fig)\n", "ax.set_title('Reoriented boxes')\n", "for (i0, i1, i2, i3), color in zip(rectangle_indices, rectangle_colors):\n", " p0 = box_corners_transformed[i0]\n", " p1 = box_corners_transformed[i1]\n", " p2 = box_corners_transformed[i2]\n", " p3 = box_corners_transformed[i3]\n", " for k in range(no_of_points_along_curve-1):\n", " vertices = \\\n", " (\n", " (p0.x[k], p0.y[k], p0.z[k]),\n", " (p1.x[k], p1.y[k], p1.z[k]),\n", " (p2.x[k], p2.y[k], p2.z[k]),\n", " (p3.x[k], p3.y[k], p3.z[k])\n", " )\n", " rectangle = Poly3DCollection([ vertices ])\n", " rectangle.set_color(color)\n", " rectangle.set_edgecolor('black')\n", " ax.add_collection3d(rectangle)\n", "ax.set_xlabel('x-axis')\n", "ax.set_ylabel('y-axis')\n", "ax.set_zlabel('z-axis')\n", "ax.set_xlim(-5, +5)\n", "ax.set_ylim(-5, +5)\n", "ax.set_zlim(-5, +5)\n", "ax.view_init(elev=20, azim=100)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Change some colors - and do it somewhat differently\n", "\n", "color_r = (0.6, 0.3, 0.3, 1.0)\n", "color_g = (0.3, 0.6, 0.3, 1.0)\n", "color_b = (0.3, 0.3, 0.6, 1.0)\n", "rectangle_colors = 'mmyycc'\n", "\n", "fig = plt.figure(figsize=figure_size, dpi=figure_dpi)\n", "fig.text(0.01, 0.01, url)\n", "ax = Axes3D(fig)\n", "ax.set_title('Reoriented boxes')\n", "ax.set_facecolor('gray')\n", "ax.w_xaxis.set_pane_color(color_r)\n", "ax.w_yaxis.set_pane_color(color_g)\n", "ax.w_zaxis.set_pane_color(color_b)\n", "for indices, color in zip(rectangle_indices, rectangle_colors):\n", " corners = [ box_corners_transformed[i] for i in indices ]\n", " for k in range(no_of_points_along_curve-1):\n", " fn = lambda cv: cv[k] # To fetch element no. k from the np.array in each vector component\n", " vertices = tuple(p(fn) for p in corners)\n", " rectangle = Poly3DCollection([ vertices ])\n", " rectangle.set_color(color)\n", " rectangle.set_edgecolor('white')\n", " ax.add_collection3d(rectangle)\n", "ax.set_xlabel('x-axis')\n", "ax.set_ylabel('y-axis')\n", "ax.set_zlabel('z-axis')\n", "ax.set_xlim(-5, +5)\n", "ax.set_ylim(-5, +5)\n", "ax.set_zlim(-5, +5)\n", "ax.view_init(elev=90, azim=90)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }