{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# How to produce create 3D plots\n", "\n", "To view the structure, there are several options available in OpenModes. A split ring geometry is loaded, and the a plane-wave excitation is used to give a solution to plot" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# the numpy library contains useful mathematical functions\n", "import numpy as np\n", "\n", "# import useful python libraries\n", "import os.path as osp\n", "import os\n", "import sys\n", "\n", "# import the openmodes packages\n", "import openmodes\n", "from openmodes.constants import eta_0\n", "from openmodes.sources import PlaneWaveSource\n", "\n", "# Imports for plotting and image display\n", "from IPython.display import Image, display\n", "%matplotlib inline\n", "\n", "from warnings import warn" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A simulation object named `sim` is created to manage the simulation. This gives us convenient access to most of the plotting functions." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/html": [ "\n", " \n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Pruned cell types: vertex, line\n" ] } ], "source": [ "sim = openmodes.Simulation(notebook=True)\n", "\n", "filename = osp.join(openmodes.geometry_dir, \"SRR.geo\")\n", "mesh_tol = 1e-3\n", "outer_radius = 4e-3\n", "srr = sim.load_mesh(filename, mesh_tol, parameters={'inner_radius': 2.5e-3, 'outer_radius': outer_radius})\n", "\n", "ring1 = sim.place_part(srr)\n", "ring2 = sim.place_part(srr)\n", "ring2.rotate(axis = [0, 0, 1], angle = 180)\n", "ring2.translate([0, 0, 2e-3])\n", "\n", "# construct the source plane wave with given polarisation and propagation direction\n", "e_inc = np.array([0, 1, 0])\n", "k_dir = np.array([1, 0, 0])\n", "plane_wave = PlaneWaveSource(e_inc, k_dir)\n", "\n", "# solve the currents for one frequency\n", "s = 2j*np.pi*4e9\n", "Z = sim.impedance(s)\n", "V = sim.source_vector(plane_wave, s)\n", "I = Z.solve(V)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. In browser interactive plot with webgl" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This option is the most convenient for interactive use, and it is the default. A 3D plot will appear inside the web browser, including controls to change the quanitity plotted, and with mouse controls to zoom, pan etc.\n", "\n", "In theory this should work in any modern web browser, but it has been most extensively tested under google chrome. If this does not work, then try upgrading your web browser and then your graphics card drivers. \n", "\n", "This option is the preferred approach, even though it is somewhat experimental. Note that it is based on a javascript webgl animation loop, so CPU usage may be high even just to view the plot.\n", "\n", "Before plotting this way, you should have passed `notebook=True` when creating the `Simulation` object.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/html": [ "
\n", " \n", " Wireframe\n", " Format\n", " \n", " \n", " Arrow Length\n", " \n", " \n", "
\n", "\n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim.plot_3d(solution=I[\"J\", :])#, output_format='webgl')#, compress_scalars=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Generating a VTK file for external tools\n", "\n", "Another option is to plot to a `.vtk` file. This is a common format for 3D visualisation of scientific plots. This file format can be read by the prgrams [Paraview](http://www.paraview.org/) or [VisIt](https://wci.llnl.gov/simulation/computer-codes/visit).\n", "\n", "This method is not convenient for interactive use, since an external program must be used to view the plots. However, these software packages are very flexible and are well-suited to producing publication quality figures.\n", "\n", "Note that the libraries for generating .vtk files are incompatible with Python 3.x, so Python 2.7 should be used\n", "\n", "To generate such a file, use the `sim.plot_3d` function with the option `output_format='vtk'`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# make sure the output directory exists\n", "if not osp.exists('output'):\n", " os.makedirs('output')\n", "\n", "sim.plot_3d(solution=I, output_format='vtk', filename=osp.join('output', 'bcsrr-planewave.vtp'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The image below was manually generated using ParaView, so it must be manually recreated if you re-run this notebook. The colour gives the charge distribution, and the cones gives the current distribution" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": { "image/png": { "width": 400 } }, "output_type": "display_data" } ], "source": [ "image_file = osp.join('output', 'bcsrr-planewave.png')\n", "if osp.exists(image_file):\n", " i = Image(image_file, width=400)\n", " display(i)\n", "else:\n", " warn(\"The 3D VTK files can be viewed in the programs Paraview or Visit.\\n\"\n", " \"To view them in the web browser, please use these programs to export in .png format to `%s`\" % image_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Static in-browser matplotlib\n", "\n", "The simplest option is to use a pseudo 3-dimensional in-browser plot. This gives a quick check on the geometry, although the automatic scaling of the axes may.\n", "\n", "Note that for the plots to appear in the browser, the ipython magic command `%matplotlib inline` is needed in the notebook.\n", "\n", "Also, this approach can only show the geometry, it *cannot show the charge or current*.\n", "\n", "After importing the function `plot_parts`, just pass it the geomtry to plot. Passing `sim.parts` will plot everything added to the simulation." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from openmodes.visualise import plot_parts\n", "plot_parts(sim.parts, view_angles=(50, 70))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Interacitve 3D plot with MayaVi\n", "\n", "A more interactive 3D plot can be obtained using the [Mayavi](https://docs.enthought.com/mayavi/mayavi/) python plotting library. This is essentially a wrapper around the VTK library. This is an additional package that needs to be [installed](https://docs.enthought.com/mayavi/mayavi/installation.html). If you are using Anaconda Python, this can be done with the following command at the Anaconda command prompt:\n", "\n", "``conda install mayavi``\n", "\n", "The image will display in a separate window (note that this window may not automatically come to the foreground). Note that with default setttings, you **cannot interaction with the ipython notebook until this plot is closed**." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "sim.plot_3d(solution=I[\"J\", :], output_format='mayavi', compress_scalars=5)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": { "image/png": { "width": 400 } }, "output_type": "display_data" } ], "source": [ "image_file = osp.join('output', 'bcsrr-planewave-mayavi.png')\n", "if osp.exists(image_file):\n", " i = Image(image_file, width=400)\n", " display(i)\n", "else:\n", " warn(\"To view the screen-shot in browser, save the mayavi view to export in .png format to `%s`\" % image_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Options for the `plot_3d` function\n", "\n", "- `output_format` chooses what format of plot to produce\n", "- `filename` chooses the file to write to, for plot types such as VTK that write to a file\n", "- `compress_scalars` Because charge solutions tend to diverge at sharp edges, it is often difficult to see the rest of the charge distribution. By setting this option, some compression will be applied, which smoothes out the extremes\n", "- `compress_separately` If some parts have very weak excitation, setting this option will enable their charges and currents to be seen, by removing differences between parts.\n", "- `part` if specified, only a particular part (and all its sub-parts) will be plotted, otherwise all parts in the simulation will be used (or the parts cover by `solution`)" ] } ], "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }