{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# How Cylinders are Projected" ] }, { "cell_type": "code", "execution_count": null, "id": "62b9a2da", "metadata": {}, "outputs": [], "source": [ "from __future__ import annotations\n", "# For the purposes of this tutorial, we will turn off logging \n", "import logging\n", "logger = logging.getLogger()\n", "logger.setLevel(logging.CRITICAL)\n", "import functools\n", "\n", "import mpl_toolkits.mplot3d.art3d as art3d\n", "# Getting rotation matrix\n", "import numpy as np\n", "from matplotlib.patches import Circle\n" ] }, { "cell_type": "markdown", "metadata": { "lines_to_next_cell": 0 }, "source": [ "The below is intended to help users visualize how canopyHydro transforms 3D cylinders (from QSM models) to 2D shapes." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# The functions in this block are used to define a 3D cylinder in space\n", "def rotate_z_to_vector(b: np.array):\n", " if np.linalg.norm(b) == 0:\n", " return np.eye(3)\n", " if np.linalg.norm(b) != 1:\n", " raise ValueError(\"b must be a unit vector\")\n", " # Algorithm from https://en.wikipedia.org/wiki/Rodrigues%27_rotation_formula#Matrix_notation\n", " # b must be unit vector\n", " # a is the z unit vector\n", " a = [0, 0, 1]\n", " v = np.cross(a, b)\n", " s = np.linalg.norm(v)\n", " c = np.dot(a, b)\n", " # The skew-symmetric cross product matrix of v\n", " vx = np.array([[0, -v[2], v[1]], [v[2], 0, -v[0]], [-v[1], v[0], 0]]) * -1\n", " # Rotation matrix as per Rodregues formula\n", " R = np.eye(3) + vx + np.dot(vx, vx) * ((1 - c) / (s**2))\n", " return R\n", "\n", "\n", "@functools.lru_cache\n", "def get_unoriented_cylinder(r, h, a=0, noCirPoints=200, nv=200):\n", " \"\"\"\n", " Returns the parameterization of a cylinder given the radius (r), height (h), and origin (a)\n", " \"\"\"\n", " theta = np.linspace(0, 2 * np.pi, noCirPoints)\n", " v = np.linspace(a, a + h, nv)\n", " theta, v = np.meshgrid(theta, v)\n", " x = r * np.cos(theta)\n", " y = r * np.sin(theta)\n", " z = v\n", " return x, y, z\n", "\n", "\n", "def get_cylinder(r, h, a=0, noCirPoints=200, nv=200):\n", " \"\"\"\n", " Returns the parameterization of a cylinder given the radius (r), height (h), and origin (a)\n", " \"\"\"\n", " theta = np.linspace(0, 2 * np.pi, noCirPoints)\n", " v = np.linspace(a, a + h, nv)\n", " theta, v = np.meshgrid(theta, v)\n", " x = r * np.cos(theta)\n", " y = r * np.sin(theta)\n", " z = v\n", " # rotation_matrix = np.array([[cos(a), -sin(a)], [sin(a), cos(a)]])\n", " # x , y = zip(*[(x,y) @ rotation_matrix for x,y in zip(x,y)])\n", "\n", " return x, y, z" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "lines_to_next_cell": 0 }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Here we use the above functions to draw a 3d Cylinder aligned with z axis\n", "import matplotlib.pyplot as plt\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", "Xc, Yc, Zc = get_cylinder(2, 4)\n", "# end_cap = [Xc[0], Yc[0], Zc[0]]\n", "\n", "ax.plot_surface(Xc, Yc, Zc, alpha=0.5)\n", "plt.show()\n", "\n", "import functools\n", "\n", "import mpl_toolkits.mplot3d.art3d as art3d" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_10409/2362987715.py:39: UserWarning: The following kwargs were not used by contour: 'labels'\n", " plt.contourf(x, y, z, zdir=\"x\", offset=zmin, colors=\"C0\", labels=\"YZ\")\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "['ArtistList', 'M', '_3d_extend_contour', '_AxesBase__clear', '_PROPERTIES_EXCLUDED_FROM_SET', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getstate__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__setstate__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_add_contourf_set', '_add_text', '_adjustable', '_agg_filter', '_alias_map', '_alpha', '_anchor', '_animated', '_aspect', '_auto_scale_contourf', '_autotitlepos', '_axes', '_axes_locator', '_axis3don', '_axis_map', '_axis_names', '_axisbelow', '_box_aspect', '_button_press', '_button_release', '_calc_coord', '_calc_view_axes', '_callbacks', '_check_no_units', '_children', '_clipon', '_clippath', '_cm_set', '_colorbars', '_convert_dx', '_current_image', '_different_canvas', '_dist', '_draw_grid', '_equal_aspect_axis_indices', '_errorevery_to_mask', '_facecolor', '_fill_between_x_or_y', '_focal_length', '_forward_navigation_events', '_frameon', '_fully_clipped_to_axes', '_gci', '_gen_axes_patch', '_gen_axes_spines', '_get_aspect_ratio', '_get_camera_loc', '_get_lines', '_get_pan_points', '_get_patches_for_fill', '_get_view', '_get_w_centers_ranges', '_gid', '_gridOn', '_in_layout', '_init_axis', '_internal_update', '_label', '_label_outer_xaxis', '_label_outer_yaxis', '_left_title', '_location_coords', '_make_twin_axes', '_mouseover', '_mouseover_set', '_navigate', '_navigate_mode', '_on_move', '_originalPosition', '_pan_btn', '_parse_scatter_color_args', '_path_effects', '_pcolorargs', '_picker', '_position', '_prepare_view_from_bbox', '_process_unit_info', '_projection_init', '_pseudo_h', '_pseudo_w', '_quiver_units', '_rasterization_zorder', '_rasterized', '_remove_legend', '_remove_method', '_request_autoscale_view', '_right_title', '_roll_to_vertical', '_rotate_btn', '_rotation_coords', '_scale_axis_limits', '_sci', '_set_alpha_for_array', '_set_artist_props', '_set_bound3d', '_set_gc_clip', '_set_lim3d', '_set_lim_and_transforms', '_set_position', '_set_title_offset_trans', '_set_view', '_set_view_from_bbox', '_shared_axes', '_shareview', '_sharex', '_sharey', '_sharez', '_sketch', '_snap', '_stale', '_stale_viewlims', '_sticky_edges', '_subclass_uses_cla', '_subplotspec', '_tight', '_transform', '_transformSet', '_transformed_cube', '_twinned_axes', '_unit_change_handler', '_unstale_viewLim', '_update_image_limits', '_update_line_limits', '_update_patch_limits', '_update_props', '_update_set_signature_and_docstring', '_update_title_position', '_update_transScale', '_url', '_use_sticky_edges', '_validate_converted_limits', '_vertical_axis', '_viewLim', '_view_margin', '_visible', '_xaxis_transform', '_xmargin', '_yaxis_transform', '_ymargin', '_zmargin', '_zoom_btn', '_zoom_data_limits', 'acorr', 'add_artist', 'add_callback', 'add_child_axes', 'add_collection', 'add_collection3d', 'add_container', 'add_contour_set', 'add_contourf_set', 'add_image', 'add_line', 'add_patch', 'add_table', 'angle_spectrum', 'annotate', 'apply_aspect', 'arrow', 'artists', 'auto_scale_xyz', 'autoscale', 'autoscale_view', 'axes', 'axhline', 'axhspan', 'axis', 'axison', 'axline', 'axvline', 'axvspan', 'azim', 'bar', 'bar3d', 'bar_label', 'barbs', 'barh', 'bbox', 'boxplot', 'broken_barh', 'button_pressed', 'bxp', 'callbacks', 'can_pan', 'can_zoom', 'child_axes', 'cla', 'clabel', 'clear', 'clipbox', 'cohere', 'collections', 'computed_zorder', 'containers', 'contains', 'contains_point', 'contour', 'contour3D', 'contourf', 'contourf3D', 'convert_xunits', 'convert_yunits', 'convert_zunits', 'csd', 'dataLim', 'disable_mouse_rotation', 'drag_pan', 'draw', 'draw_artist', 'ecdf', 'elev', 'end_pan', 'errorbar', 'eventplot', 'figure', 'fill', 'fill_between', 'fill_betweenx', 'findobj', 'fmt_xdata', 'fmt_ydata', 'fmt_zdata', 'format_coord', 'format_cursor_data', 'format_xdata', 'format_ydata', 'format_zdata', 'get_adjustable', 'get_agg_filter', 'get_alpha', 'get_anchor', 'get_animated', 'get_aspect', 'get_autoscale_on', 'get_autoscalex_on', 'get_autoscaley_on', 'get_autoscalez_on', 'get_axes_locator', 'get_axis_position', 'get_axisbelow', 'get_box_aspect', 'get_children', 'get_clip_box', 'get_clip_on', 'get_clip_path', 'get_cursor_data', 'get_data_ratio', 'get_default_bbox_extra_artists', 'get_facecolor', 'get_fc', 'get_figure', 'get_forward_navigation_events', 'get_frame_on', 'get_gid', 'get_gridspec', 'get_images', 'get_in_layout', 'get_label', 'get_legend', 'get_legend_handles_labels', 'get_lines', 'get_mouseover', 'get_navigate', 'get_navigate_mode', 'get_path_effects', 'get_picker', 'get_position', 'get_proj', 'get_rasterization_zorder', 'get_rasterized', 'get_shared_x_axes', 'get_shared_y_axes', 'get_sketch_params', 'get_snap', 'get_subplotspec', 'get_tightbbox', 'get_title', 'get_transform', 'get_transformed_clip_path_and_affine', 'get_url', 'get_visible', 'get_w_lims', 'get_window_extent', 'get_xaxis', 'get_xaxis_text1_transform', 'get_xaxis_text2_transform', 'get_xaxis_transform', 'get_xbound', 'get_xgridlines', 'get_xlabel', 'get_xlim', 'get_xlim3d', 'get_xmajorticklabels', 'get_xmargin', 'get_xminorticklabels', 'get_xscale', 'get_xticklabels', 'get_xticklines', 'get_xticks', 'get_yaxis', 'get_yaxis_text1_transform', 'get_yaxis_text2_transform', 'get_yaxis_transform', 'get_ybound', 'get_ygridlines', 'get_ylabel', 'get_ylim', 'get_ylim3d', 'get_ymajorticklabels', 'get_ymargin', 'get_yminorticklabels', 'get_yscale', 'get_yticklabels', 'get_yticklines', 'get_yticks', 'get_zaxis', 'get_zbound', 'get_zgridlines', 'get_zlabel', 'get_zlim', 'get_zlim3d', 'get_zmajorticklabels', 'get_zmargin', 'get_zminorticklabels', 'get_zorder', 'get_zscale', 'get_zticklabels', 'get_zticklines', 'get_zticks', 'grid', 'has_data', 'have_units', 'hexbin', 'hist', 'hist2d', 'hlines', 'ignore_existing_data_limits', 'images', 'imshow', 'in_axes', 'indicate_inset', 'indicate_inset_zoom', 'initial_azim', 'initial_elev', 'initial_roll', 'inset_axes', 'invM', 'invert_xaxis', 'invert_yaxis', 'invert_zaxis', 'is_transform_set', 'label_outer', 'legend', 'legend_', 'lines', 'locator_params', 'loglog', 'magnitude_spectrum', 'margins', 'matshow', 'minorticks_off', 'minorticks_on', 'mouse_init', 'mouseover', 'name', 'patch', 'patches', 'pchanged', 'pcolor', 'pcolorfast', 'pcolormesh', 'phase_spectrum', 'pick', 'pickable', 'pie', 'plot', 'plot3D', 'plot_date', 'plot_surface', 'plot_trisurf', 'plot_wireframe', 'properties', 'psd', 'quiver', 'quiver3D', 'quiverkey', 'redraw_in_frame', 'relim', 'remove', 'remove_callback', 'reset_position', 'roll', 'scatter', 'scatter3D', 'secondary_xaxis', 'secondary_yaxis', 'semilogx', 'semilogy', 'set', 'set_adjustable', 'set_agg_filter', 'set_alpha', 'set_anchor', 'set_animated', 'set_aspect', 'set_autoscale_on', 'set_autoscalex_on', 'set_autoscaley_on', 'set_autoscalez_on', 'set_axes_locator', 'set_axis_off', 'set_axis_on', 'set_axisbelow', 'set_box_aspect', 'set_clip_box', 'set_clip_on', 'set_clip_path', 'set_facecolor', 'set_fc', 'set_figure', 'set_forward_navigation_events', 'set_frame_on', 'set_gid', 'set_in_layout', 'set_label', 'set_mouseover', 'set_navigate', 'set_navigate_mode', 'set_path_effects', 'set_picker', 'set_position', 'set_proj_type', 'set_prop_cycle', 'set_rasterization_zorder', 'set_rasterized', 'set_sketch_params', 'set_snap', 'set_subplotspec', 'set_title', 'set_top_view', 'set_transform', 'set_url', 'set_visible', 'set_xbound', 'set_xlabel', 'set_xlim', 'set_xlim3d', 'set_xmargin', 'set_xscale', 'set_xticklabels', 'set_xticks', 'set_ybound', 'set_ylabel', 'set_ylim', 'set_ylim3d', 'set_ymargin', 'set_yscale', 'set_yticklabels', 'set_yticks', 'set_zbound', 'set_zlabel', 'set_zlim', 'set_zlim3d', 'set_zmargin', 'set_zorder', 'set_zscale', 'set_zticklabels', 'set_zticks', 'shareview', 'sharex', 'sharey', 'sharez', 'specgram', 'spines', 'spy', 'stackplot', 'stairs', 'stale', 'stale_callback', 'start_pan', 'stem', 'stem3D', 'step', 'sticky_edges', 'streamplot', 'table', 'tables', 'text', 'text2D', 'text3D', 'texts', 'tick_params', 'ticklabel_format', 'title', 'titleOffsetTrans', 'transAxes', 'transData', 'transLimits', 'transScale', 'tricontour', 'tricontourf', 'tripcolor', 'triplot', 'twinx', 'twiny', 'update', 'update_datalim', 'update_from', 'use_sticky_edges', 'viewLim', 'view_init', 'violin', 'violinplot', 'vlines', 'voxels', 'xaxis', 'xaxis_date', 'xaxis_inverted', 'xcorr', 'xy_dataLim', 'xy_viewLim', 'yaxis', 'yaxis_date', 'yaxis_inverted', 'zaxis', 'zaxis_date', 'zaxis_inverted', 'zorder', 'zz_dataLim', 'zz_viewLim']\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Below we draw a 3D cylinder aligned with an arbitrary vector\n", "# as well as the 2D projections of the cylinder on the xy, xz, and yz planes\n", "import numpy as np\n", "from matplotlib import pyplot as plt\n", "from matplotlib.patches import Circle\n", "\n", "v = np.array([3, 1, 7])\n", "\n", "vu = v / np.linalg.norm(v)\n", "\n", "Xc, Yc, Zc = get_cylinder(2, 4)\n", "\n", "R = rotate_z_to_vector(vu)\n", "t = np.transpose(np.array([Xc, Yc, Zc]))\n", "x, y, z = np.transpose(t @ R, (2, 0, 1))\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "zmin = -4\n", "\n", "ax.plot_surface(x, y, z, alpha=0.7)\n", "\n", "# Drawing the vector v\n", "ax.quiver(0, 0, 0, 1.5, 0.5, 3.5, color=\"black\")\n", "\n", "# ax.contourf(x, y, z, zdir='z', offset=-1, cmap='Greys', alpha = .5) #'coolwarm')\n", "ax.contourf(x, y, z, zdir=\"z\", offset=zmin, colors=\"C0\")\n", "\n", "# Drawing a circle to fill in gap left by contourf\n", "# represents the end cap of the cylinder\n", "# hard coded for this example for simplicity\n", "p = Circle((0.5, 0.15), 1.77)\n", "ax.add_patch(p)\n", "art3d.pathpatch_2d_to_3d(p, z=zmin, zdir=\"z\") # , color = 'Grey')\n", "\n", "\n", "plt.contourf(x, y, z, zdir=\"x\", offset=zmin, colors=\"C0\", labels=\"YZ\")\n", "# yz_contour.collections[0].set_label('YZ')\n", "ax.contourf(x, y, z, zdir=\"y\", offset=6, colors=\"C0\")\n", "\n", "\n", "ax.view_init(elev=30, azim=-45, roll=0)\n", "ax.set(xlim=(-4, 6), ylim=(-5, 6), zlim=(zmin, 6), xlabel=\"X\", ylabel=\"Y\", zlabel=\"Z\")\n", "\n", "print(dir(ax))\n", "plt.show()" ] } ], "metadata": { "jupytext": { "formats": "ipynb,py:percent" }, "kernelspec": { "display_name": "venv", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 2 }