{ "cells": [ { "cell_type": "markdown", "id": "a486ca71", "metadata": {}, "source": [ "# Geometry plotting\n", "\n", "This notebook provides a tutorial for plotting tidy3d components **before** running them, to get a sense for the geometry." ] }, { "cell_type": "code", "execution_count": 1, "id": "708d098a", "metadata": { "tags": [] }, "outputs": [], "source": [ "import matplotlib.pylab as plt\n", "import numpy as np\n", "\n", "import tidy3d as td\n", "\n", "# set logging level to ERROR because we'll only create simulations for demonstration, we're not running them.\n", "td.config.logging_level = \"ERROR\"\n" ] }, { "cell_type": "markdown", "id": "23d3dc07", "metadata": {}, "source": [ "## Simple, 2D plotting\n", "\n", "### Geometries\n", "\n", "All [Geometry](../_autosummary/tidy3d.components.geometry.Geometry.html) objects, such as [Box](../_autosummary/tidy3d.Box.html), [Sphere](../_autosummary/tidy3d.Sphere.html), [Cylinder](../_autosummary/tidy3d.Cylinder.html), and [PolySlab](../_autosummary/tidy3d.PolySlab.html), have a `.plot()` method that plots their geometries on a plane specified by coordinate=position syntax (eg. `z=5.0`)." ] }, { "cell_type": "code", "execution_count": 2, "id": "6160eaef", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cylinder = td.Cylinder(center=(0, 0, 0), radius=1, length=2, axis=0)\n", "ax = cylinder.plot(x=0)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "56c2df1d", "metadata": {}, "source": [ "### Structures\n", "\n", "[Structure](../_autosummary/tidy3d.Structure.html) objects, which combine a [Geometry](../_autosummary/tidy3d.components.geometry.Geometry.html) with a [Medium](../_autosummary/tidy3d.components.medium.AbstractMedium.html), work the same way." ] }, { "cell_type": "code", "execution_count": 3, "id": "a2677805", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "box = td.Structure(\n", " geometry=td.Box(center=(0.0, 0.0, 0), size=(4, 2.0, 0.5)),\n", " medium=td.Medium(permittivity=2.0),\n", ")\n", "\n", "ax = box.plot(x=0)\n" ] }, { "cell_type": "markdown", "id": "f33ac8f9", "metadata": {}, "source": [ "We can supply `ax` argument to the plot function to plot on a specific Matplotlib [Axes](https://matplotlib.org/stable/api/axes_api.html), for example" ] }, { "cell_type": "code", "execution_count": 4, "id": "c5e00e05", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# make 3 columns of axes\n", "f, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(10, 3))\n", "\n", "# plot each axis of the plot on each subplot\n", "ax1 = box.plot(x=0, ax=ax1)\n", "ax2 = box.plot(y=0, ax=ax2)\n", "ax3 = box.plot(z=0, ax=ax3)\n" ] }, { "cell_type": "markdown", "id": "15ac6190", "metadata": {}, "source": [ "The `.plot()` method returns either a new axis (if ax not supplied) or the orginal axis, so you can add more objects to the plot, or edit it through the `ax` handle." ] }, { "cell_type": "code", "execution_count": 5, "id": "d0b13ae1", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sphere = td.Structure(\n", " geometry=td.Sphere(center=(0, 0, 0), radius=2), medium=td.Medium(permittivity=3)\n", ")\n", "\n", "ax = sphere.plot(x=0)\n", "\n", "ax.set_xlim(-3, 3)\n", "ax.set_ylim(-3, 3)\n", "ax.set_title('my custom title: \"just a sphere\"')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "6de0ed5b", "metadata": {}, "source": [ "Finally, since the geometry plotting us done using matplotlib Patches, you can supply optional keyword arguments to `.plot()` to change the display of the plot.\n", "\n", "See [matplotlib's documentation on Patches](https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html) for more information on arguments are accepted." ] }, { "cell_type": "code", "execution_count": 6, "id": "0beb1c67", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "box1 = td.Box(center=(1.0, 0.0, 1), size=(0.5, 0.5, 0.5))\n", "box2 = td.Box(center=(-1.0, 0.0, 1), size=(0.5, 0.5, 0.5))\n", "box3 = td.Box(center=(0, 0.0, 0.0), size=(0.2, 0.2, 0.2))\n", "box4 = td.Box(center=(0.0, 0.0, -0.8), size=(3, 0.5, 0.5))\n", "\n", "ax = box1.plot(y=0, facecolor=\"crimson\", edgecolor=\"black\", alpha=1)\n", "ax = box2.plot(y=0, ax=ax, facecolor=\"blueviolet\", edgecolor=\"black\", alpha=1)\n", "ax = box3.plot(y=0, ax=ax, facecolor=\"black\", edgecolor=\"black\", alpha=1)\n", "ax = box4.plot(y=0, ax=ax, facecolor=\"green\", edgecolor=\"black\", alpha=1)\n", "ax = sphere.plot(\n", " y=0, ax=ax, facecolor=\"sandybrown\", edgecolor=\"black\", alpha=0.5, hatch=\"/\"\n", ")\n" ] }, { "cell_type": "markdown", "id": "960a89c0", "metadata": {}, "source": [ "### Simulations\n", "\n", "We can plot all components contained in [Simulation](../_autosummary/tidy3d.Simulation.html) with the `Simulation.plot()` method.\n", "\n", "Let's create a simulation with a source, monitor, and a bunch of randomly placed spheres made of 3 distinct [Medium](../_autosummary/tidy3d.Medium.html) objects." ] }, { "cell_type": "code", "execution_count": 7, "id": "1f68c17d", "metadata": { "tags": [] }, "outputs": [], "source": [ "from numpy.random import random\n", "\n", "L = 5 # length of simulation on all sides\n", "\n", "\n", "def rand():\n", " return L * (random() - 0.5)\n", "\n", "\n", "# make random list of structures\n", "structures = [\n", " td.Structure(\n", " geometry=td.Sphere(center=(rand(), rand(), rand()), radius=1),\n", " medium=td.Medium(permittivity=np.random.choice([2.0, 2.5, 3.0, 3.5, 4.0])),\n", " )\n", " for i in range(20)\n", "]\n", "\n", "source = td.UniformCurrentSource(\n", " center=(0, 0, -L / 3),\n", " size=(L, L / 2, 0),\n", " polarization=\"Ex\",\n", " source_time=td.GaussianPulse(\n", " freq0=100e14,\n", " fwidth=10e14,\n", " ),\n", ")\n", "\n", "monitor = td.FieldMonitor(\n", " center=(-L / 4, 0, 0), size=(L / 2, L, 0), freqs=[1], name=\"fields\"\n", ")\n", "\n", "# make simulation from structures\n", "sim = td.Simulation(\n", " size=(L, L, L),\n", " grid_spec=td.GridSpec.auto(wavelength=4),\n", " boundary_spec=td.BoundarySpec(\n", " x=td.Boundary.pml(num_layers=10),\n", " y=td.Boundary.periodic(),\n", " z=td.Boundary.pml(num_layers=10),\n", " ),\n", " structures=structures,\n", " sources=[source],\n", " monitors=[monitor],\n", " run_time=1e-12,\n", ")\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "f76ded45", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 10))\n", "ax1 = sim.plot(x=0, ax=ax1)\n", "\n", "# put the grid lines on the 2nd one\n", "ax2 = sim.plot(x=0, ax=ax2)\n", "ax2 = sim.plot_grid(x=0, ax=ax2)\n" ] }, { "cell_type": "markdown", "id": "28c03e11", "metadata": {}, "source": [ "#### Plotting Materials\n", "\n", "with `sim.plot` we can plot each distinct material, source, monitor, and PML.\n", "\n", "Note, all structures with same [Medium](../_autosummary/tidy3d.Medium.html) show up as the same color." ] }, { "cell_type": "code", "execution_count": 9, "id": "818dc488", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, axes = plt.subplots(1, 3, tight_layout=True, figsize=(10, 3))\n", "for ax, axis in zip(axes, \"xyz\"):\n", "\n", " ax = sim.plot(**{axis: 0}, ax=ax)\n", " ax.set_title(f\"axis={axis}, position=0.0\")\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "450744bb", "metadata": {}, "source": [ "We can even get fancy and plot the cross sections at different positions along the 3 axes." ] }, { "cell_type": "code", "execution_count": 10, "id": "2df8f75d", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "npos = 5\n", "positions = np.linspace(-L / 3, L / 3, npos)\n", "f, axes = plt.subplots(3, npos, tight_layout=True, figsize=(npos * 3, 7))\n", "for axes_range, axis in zip(axes, \"xyz\"):\n", " for ax, pos in zip(axes_range, positions):\n", " ax = sim.plot(**{axis: pos}, ax=ax)\n", " ax.set_title(f\"{axis}={pos:.2f}\")\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "90ad3e32", "metadata": {}, "source": [ "#### Plotting Permittivity\n", "\n", "With `Simulation.plot_eps` we can plot the continuously varying permittivity distribution on the plane." ] }, { "cell_type": "code", "execution_count": 11, "id": "3fabafe1", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, axes = plt.subplots(1, 3, tight_layout=True, figsize=(10, 3))\n", "for ax, axis in zip(axes, \"xyz\"):\n", " ax = sim.plot_eps(**{axis: pos}, ax=ax, alpha=0.98)\n", " ax.set_title(f\"{axis}={pos:.2f}\")\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "633c2b12", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "npos = 5\n", "positions = np.linspace(-L / 3, L / 3, npos)\n", "f, axes = plt.subplots(3, npos, tight_layout=True, figsize=(npos * 3, 7))\n", "for axes_range, axis in zip(axes, \"xyz\"):\n", " for ax, pos in zip(axes_range, positions):\n", " ax = sim.plot_eps(**{axis: pos}, ax=ax, alpha=0.98)\n", " ax.set_title(f\"{axis}={pos:.2f}\")\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "31e0d628", "metadata": {}, "source": [ "## Plotting Other Quantities\n", "\n", "### Structure + Medium\n", "\n", "The `Structure.medium` refractive index values over frequency can be plotted with it's `.plot()` method as well." ] }, { "cell_type": "code", "execution_count": 13, "id": "c412703b", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# import silver from material library\n", "from tidy3d import material_library\n", "\n", "Ag = material_library[\"Ag\"][\"Rakic1998BB\"]\n", "\n", "# make a star-shaped PolySlab\n", "import numpy as np\n", "\n", "r_in = 0.4\n", "r_out = 1.0\n", "inner_vertices = [\n", " (\n", " r_in * np.cos(2 * np.pi * i / 5 + np.pi / 2 - np.pi / 5),\n", " r_in * np.sin(2 * np.pi * i / 5 + np.pi / 2 - np.pi / 5),\n", " )\n", " for i in range(5)\n", "]\n", "outer_vertices = [\n", " (\n", " r_out * np.cos(2 * np.pi * i / 5 + np.pi / 2),\n", " r_out * np.sin(2 * np.pi * i / 5 + np.pi / 2),\n", " )\n", " for i in range(5)\n", "]\n", "star_vertices = []\n", "for i in range(5):\n", " star_vertices.append(inner_vertices[i])\n", " star_vertices.append(outer_vertices[i])\n", "poly_star = td.PolySlab(vertices=star_vertices, slab_bounds=(-1, 1), axis=2)\n", "\n", "# make a star structure with silver as medium\n", "silver_star = td.Structure(geometry=poly_star, medium=Ag)\n", "\n", "# plot the structrue alongside the medium properties\n", "freqs = np.linspace(1e14, 2e14, 101)\n", "position = 0.0\n", "axis = 2\n", "\n", "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n", "ax1 = silver_star.geometry.plot(z=0, edgecolor=\"black\", ax=ax1)\n", "ax2 = silver_star.medium.plot(freqs=freqs, ax=ax2)\n" ] }, { "cell_type": "markdown", "id": "df73521f", "metadata": {}, "source": [ "## Source + Source Time\n", "\n", "Similarly, the `Source.source_time` amplitude over time can be plotted with its `.plot()` method." ] }, { "cell_type": "code", "execution_count": 14, "id": "221a2243", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cube_source = td.UniformCurrentSource(\n", " center=(0, 0, 0),\n", " size=(1, 1, 1),\n", " polarization=\"Ex\",\n", " source_time=td.GaussianPulse(\n", " freq0=1e14,\n", " fwidth=1e13,\n", " ),\n", ")\n", "\n", "times = np.linspace(0, 0.2e-12, 1001)\n", "position = 0.0\n", "axis = 2\n", "\n", "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n", "ax1 = cube_source.geometry.plot(z=0, facecolor=\"sandybrown\", edgecolor=\"black\", ax=ax1)\n", "ax2 = cube_source.source_time.plot(times=times, ax=ax2)\n" ] }, { "cell_type": "markdown", "id": "44cf42db", "metadata": {}, "source": [ "## Monitor" ] }, { "cell_type": "code", "execution_count": 15, "id": "04acea80", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "freq_mon = td.FieldMonitor(\n", " center=(0, 0, 0),\n", " size=(1, 1, 1),\n", " freqs=list(np.linspace(1e14, 2e14, 11)),\n", " name=\"test\",\n", ")\n", "\n", "position = 0.0\n", "axis = 2\n", "\n", "ax = freq_mon.geometry.plot(z=0, facecolor=\"blueviolet\", edgecolor=\"black\")\n" ] }, { "cell_type": "code", "execution_count": 16, "id": "c4d552d2", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_mon = td.FieldTimeMonitor(\n", " center=(0, 0, 0),\n", " size=(1, 1, 1),\n", " interval=10,\n", " name=\"test\",\n", ")\n", "\n", "position = 0.0\n", "axis = 2\n", "\n", "ax = time_mon.geometry.plot(z=0, facecolor=\"blueviolet\", edgecolor=\"black\")\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 5 }