{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Defining self-intersecting polygons\n",
        "\n",
        "This tutorial shows how to use the\n",
        "[ComplexPolySlab](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.polyslab.ComplexPolySlab.html)\n",
        "plugin in `Tidy3D` to deal with self-intersecting polygon that occurs\n",
        "during extrusion in a slanted polyslab."
      ],
      "id": "e898ee64-fec5-4ea6-aabd-b4c2497da454"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import gdstk\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "from tidy3d.plugins.polyslab import ComplexPolySlab"
      ],
      "id": "aaa2904f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Example 1: concave polygon on the top with positive sidewall angle\n",
        "\n",
        "Let’s consider a concave polygon as shown in the following figure. As we\n",
        "dilate the polygon, the length of the edge in the middle will approach\n",
        "0, and the two vertices at the end of the edge can be degenerate.\n",
        "Further dilation will result in a self-intersecting polygon. The\n",
        "collapsing of the two neighboring vertices is known as one type of edge\n",
        "events. There are other types of edge events as well, while our plugin\n",
        "at the moment will focus on this type of edge event."
      ],
      "id": "731d6b5d-250a-4a9b-93c5-c6f5c2dfef79"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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o8jgAAAAA4GmEVQesXr3aDoVXX32123bXXnutvbxy5coij1O3bl1V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\nVYf9/PzUvn17rVixosgXcsoKuQAAAAD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AWAUAXPAo7wUAwDyEVQDABYfyXgAAzEdYBQBc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\n7KkTJ07ohhtuUEhIiPz9/e3bwfj5+WnmzJnq0KFDnn3ExcX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MsE6fPu3ImJ5GWEWF9fbb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\nsQoAAEByxCoAAADJ+R9c6mKVy8L57wAAAABJRU5ErkJggg==\n"
          }
        }
      ],
      "source": [
        "vertices = (\n",
        "    (0, 0),\n",
        "    (1, 0),\n",
        "    (1, 1),\n",
        "    (0, 1),\n",
        "    (0, 0.8),\n",
        "    (0.5, 0.65),\n",
        "    (0.5, 0.35),\n",
        "    (0, 0.2),\n",
        ")\n",
        "s = td.PolySlab(\n",
        "    vertices=vertices,\n",
        "    slab_bounds=(0, 1),\n",
        "    axis=2,\n",
        "    sidewall_angle=0,\n",
        "    reference_plane=\"top\",\n",
        ")\n",
        "s.plot(z=0.5)\n",
        "plt.show()"
      ],
      "id": "94a0b08e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "For a slanted polyslab where this polygon is at the top,\n",
        "self-intersection can occur as the polygon is extruded to the base when\n",
        "the sidewall angle is large. Since `td.PolySlab` only deals with simple\n",
        "polyslab, an error message will be displayed in this case."
      ],
      "id": "2d506c00-caa9-487d-bbcd-f814b7b9b83b"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">07:09:10 UTC </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">ERROR: Sidewall angle or structure thickness is so large that the  </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">polygon is self-intersecting during extrusion. Please either reduce</span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">structure thickness to be &lt; </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2.016e-01</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">, or use our plugin           </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'ComplexPolySlab'</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\"> to divide the complex polyslab into a list of    </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">simple polyslabs.                                                  </span>\n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sidewall_angle = np.pi / 4\n",
        "try:\n",
        "    s = td.PolySlab(\n",
        "        vertices=vertices,\n",
        "        slab_bounds=(0, 1),\n",
        "        axis=2,\n",
        "        sidewall_angle=sidewall_angle,\n",
        "        reference_plane=\"top\",\n",
        "    )\n",
        "except Exception:\n",
        "    pass"
      ],
      "id": "2ef9f8c6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Dividing a complex polyslab into sub-polyslabs\n",
        "\n",
        "The plugin `ComplexPolySlab` can divide such a complex polyslab into a\n",
        "list of simple polyslabs. The procedure of setting up the object is the\n",
        "same as in `td.PolySlab`:"
      ],
      "id": "890090b2-7a64-45b7-bfb0-b8373f258f2d"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "s = ComplexPolySlab(\n",
        "    vertices=vertices,\n",
        "    slab_bounds=(0, 1),\n",
        "    axis=2,\n",
        "    sidewall_angle=sidewall_angle,\n",
        "    reference_plane=\"top\",\n",
        ")"
      ],
      "id": "402d0ed5"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We can obtain the division result in the form of a list of simple\n",
        "polyslabs, or combined into a `GeometryGroup`. As shown below, the\n",
        "entire polyslab will be divided into 3 simple polyslabs"
      ],
      "id": "b213d370-5aa1-4998-be96-20d8becbfb0f"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "The number of sub-polyslabs in the list is 3.\n",
            "The number of sub-polyslabs in geometry group is 3."
          ]
        }
      ],
      "source": [
        "# To obtain the divided polyslabs, there are two approaches:\n",
        "# 1) a list of divided polyslabs\n",
        "sub_polyslabs = s.sub_polyslabs\n",
        "\n",
        "# 2) geometry group containing the divided polyslabs\n",
        "polyslabs_group = s.geometry_group\n",
        "\n",
        "print(f\"The number of sub-polyslabs in the list is {len(sub_polyslabs)}.\")\n",
        "print(f\"The number of sub-polyslabs in geometry group is {len(polyslabs_group.geometries)}.\")"
      ],
      "id": "63f643ef"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Define a simulation\n",
        "\n",
        "Now let’s make a simple simulation with a `ComplexPolySlab` object."
      ],
      "id": "b7d9ddf9-0776-40e0-916f-2044c200c6d6"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [],
      "source": [
        "mat = td.Medium(permittivity=2)\n",
        "\n",
        "# Three equivalent approaches\n",
        "# 1) from sub-polyslabs\n",
        "struct_list = [td.Structure(geometry=poly, medium=mat) for poly in s.sub_polyslabs]\n",
        "\n",
        "# 2) from geometry group\n",
        "struct_list = [td.Structure(geometry=s.geometry_group, medium=mat)]\n",
        "\n",
        "# 3) directly obtain the structure with a user-specified medium\n",
        "struct_list = [s.to_structure(mat)]"
      ],
      "id": "ea5d3adb"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [],
      "source": [
        "sim = td.Simulation(\n",
        "    run_time=1e-12,\n",
        "    size=(4, 4, 2),\n",
        "    center=(0.5, 0.5, 0.5),\n",
        "    grid_spec=td.GridSpec.auto(wavelength=1.0),\n",
        "    structures=struct_list,\n",
        ")"
      ],
      "id": "6ab644f6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Note: `Tidy3D` is warning us that our Simulation does not contain\n",
        "sources. In this case, since we are using the simulation as a\n",
        "demonstration and are not running any simulations, we may safely ignore\n",
        "this warning throughout this notebook.\n",
        "\n",
        "### Visualization\n",
        "\n",
        "Three characteristic normal cross sections are illustrated below. The\n",
        "polygon near the top looks similar to the supplied polygon. Somewhere\n",
        "between $z=0.75$ $\\mu$m and $z=0.95$ $\\mu$m, a vertex-vertex crossing\n",
        "event happens, and the shape of the polygon changes. Between $z=0.75$\n",
        "$\\mu$m and $z=0.5$ $\\mu$m, another event occurs, and the shape evolves\n",
        "to a simple box."
      ],
      "id": "92e28041-f3cb-47b0-9448-49c72357b9fc"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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P7IIg4OTJkzh27BgyMzORl5dn9Ywuy2crKukz+7Rp0zBnzhwAwBdf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\nRESK4uIEEREREREREREREREp6v8AEdJsA9cN2nAAAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "fig, ax = plt.subplots(1, 3, figsize=(8, 4), layout=\"tight\")\n",
        "sim.plot(z=0.95, ax=ax[0])\n",
        "sim.plot(z=0.75, ax=ax[1])\n",
        "sim.plot(z=0.5, ax=ax[2])\n",
        "plt.show()"
      ],
      "id": "2b2b9df5"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Example 2: GDS import\n",
        "\n",
        "Both `PolySlab` and `ComplexPolySlab` can be constructed from a\n",
        "`gdstk.Cell`. To illustrate this, let’s make a GDS cell with the\n",
        "aforementioned concave polygon, and load it with `.from_gds`\n",
        "classmethod."
      ],
      "id": "a5c09a76-b39e-4d88-a206-1609e28b094e"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [],
      "source": [
        "# add the concave polygon to the gds cell\n",
        "\n",
        "lib = gdstk.Library()\n",
        "cell = lib.new_cell(\"SI\")\n",
        "poly = gdstk.Polygon(vertices, layer=0)\n",
        "_ = cell.add(poly)"
      ],
      "id": "80a0e332"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Loading a GDS cell into `ComplexPolySlab`"
      ],
      "id": "8a9bfcd1-6754-4278-a78e-8645c359150b"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [],
      "source": [
        "# obtain a list of polyslabs\n",
        "geo_list = ComplexPolySlab.from_gds(\n",
        "    cell,\n",
        "    gds_layer=0,\n",
        "    axis=2,\n",
        "    slab_bounds=(0, 1),\n",
        "    sidewall_angle=np.pi / 4,\n",
        "    reference_plane=\"top\",\n",
        ")"
      ],
      "id": "446a7d48"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [],
      "source": [
        "structure = td.Structure(\n",
        "    geometry=td.GeometryGroup(geometries=geo_list),\n",
        "    medium=mat,\n",
        ")\n",
        "\n",
        "sim = td.Simulation(\n",
        "    run_time=1e-12,\n",
        "    size=(4, 4, 2),\n",
        "    center=(0.5, 0.5, 0.5),\n",
        "    grid_spec=td.GridSpec.auto(wavelength=1.0),\n",
        "    structures=[structure],\n",
        ")"
      ],
      "id": "6c5b4ea6"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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P7IIg4OTJkzh27BgyMzORl5dn9Ywuy2crKukz+7Rp0zBnzhwAwBdf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\nRESK4uIEEREREREREREREREp6v8AEdJsA9cN2nAAAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "fig, ax = plt.subplots(1, 3, figsize=(8, 4), layout=\"tight\")\n",
        "sim.plot(z=0.95, ax=ax[0])\n",
        "sim.plot(z=0.75, ax=ax[1])\n",
        "sim.plot(z=0.5, ax=ax[2])\n",
        "plt.show()"
      ],
      "id": "ed289566"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Note, however, that loading a GDS cell can be more generally done with\n",
        "`Geometry.from_gds`, which will support not only self-intersections like\n",
        "in `ComplexPolySlab`, but also polygons with holes. The interface is\n",
        "almost identical, except it returns a geometry subclass, instead of a\n",
        "list, that can be used directly in a `Structure`:"
      ],
      "id": "8be78173-454e-4dd6-9595-3a5f9964a49c"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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P7IIg4OTJkzh27BgyMzORl5dn9Ywuy2crKukz+7Rp0zBnzhwAwBdf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\nRESK4uIEEREREREREREREREp6v8AEdJsA9cN2nAAAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "# obtain a list of polyslabs\n",
        "geo = td.Geometry.from_gds(\n",
        "    cell,\n",
        "    gds_layer=0,\n",
        "    axis=2,\n",
        "    slab_bounds=(0, 1),\n",
        "    sidewall_angle=np.pi / 4,\n",
        "    reference_plane=\"top\",\n",
        ")\n",
        "\n",
        "structure = td.Structure(geometry=geo, medium=mat)\n",
        "\n",
        "sim = td.Simulation(\n",
        "    run_time=1e-12,\n",
        "    size=(4, 4, 2),\n",
        "    center=(0.5, 0.5, 0.5),\n",
        "    grid_spec=td.GridSpec.auto(wavelength=1.0),\n",
        "    structures=[structure],\n",
        ")\n",
        "\n",
        "fig, ax = plt.subplots(1, 3, figsize=(8, 4), layout=\"tight\")\n",
        "sim.plot(z=0.95, ax=ax[0])\n",
        "sim.plot(z=0.75, ax=ax[1])\n",
        "sim.plot(z=0.5, ax=ax[2])\n",
        "plt.show()"
      ],
      "id": "daea527c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "After going through this tutorial, you have learned how to define a\n",
        "self-intersecting polyslab. If you are new to `Tidy3D` or the\n",
        "finite-difference time-domain (FDTD) method, we highly recommend going\n",
        "through our [FDTD101](https://www.flexcompute.com/fdtd101/) tutorials\n",
        "and [example library](https://www.flexcompute.com/tidy3d/examples/)\n",
        "before starting your own simulation adventure."
      ],
      "id": "1aaf42e7-0660-4b36-8dd5-bd10c9e2c6e7"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}