{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Mesh visualisation\n", "\n", "We are now going to have a look at different mesh visualisation options. We are going to use the following mesh with two subregions:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df\n", "\n", "p1 = (0, 0, 0)\n", "p2 = (100e-9, 50e-9, 20e-9)\n", "n = (20, 10, 4)\n", "\n", "subregions = {\n", " \"subregion_1\": df.Region(p1=(20e-9, 0, 0), p2=(40e-9, 50e-9, 10e-9)),\n", " \"subregion_2\": df.Region(p1=(80e-9, 40e-9, 10e-9), p2=(100e-9, 50e-9, 20e-9)),\n", "}\n", "\n", "region = df.Region(p1=p1, p2=p2)\n", "mesh = df.Mesh(region=region, n=n, subregions=subregions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Same as the region object, there are two main ways how we can visualise mesh in `discretisedfield`:\n", "\n", "1. Using `matplotlib` (static 2D plots, usually with some tricks to make them look 3D)\n", "2. Using `pyvista` (interactive 3D plots)\n", "\n", "All `matplotlib` method names start with `mpl`, whereas all `pyvista` plots start with `pyvista`. We will first have a look at simple plotting using both `matplotlib` and `pyvista` and later look at how we can pass different parameters to change them.\n", "\n", "## Basic plotting\n", "\n", "To get a quick `matploltlib` \"3D\" plot of the mesh, we call `mpl`:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to view the subregions we can call:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`mpl` plots two cubic regions. The larger one corresponds to the region and the smaller one to the discretisation cell. Without passing any parameters to `mpl` function, some default settings are chosen. We can see that `matplotlib` is not good in showing the right proportions of the region. More precisely, we know that the region is much thinner in the z-direction, but that is not the impression we get from the plot. This is the main disadvatage of `mpl`.\n", "\n", "Now, we can ask our region object for an interactive `pyvista` plot:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [ "nbval-ignore-output" ] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d856c25b2ecf41e6852dcfcebfe46a75", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Widget(value=\"