{ "cells": [ { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# Importing STL files\n", "\n", "This notebook will give a tutorial on importing and working with `.stl` surface mesh files in `Tidy3D`.\n", "\n", "To use this functionality, remember to install `Tidy3D` as `pip install \"tidy3d[trimesh]\"`, which will install optional dependencies needed for processing surface meshes.\n", "\n", "We also provide a comprehensive list of other tutorials such as [how to define boundary conditions](https://www.flexcompute.com/tidy3d/examples/notebooks/BoundaryConditions/), [how to compute the S-matrix of a device](https://www.flexcompute.com/tidy3d/examples/notebooks/SMatrix/), [how to interact with tidy3d's web API](https://www.flexcompute.com/tidy3d/examples/notebooks/WebAPI/), and [how to define self-intersecting polygons](https://www.flexcompute.com/tidy3d/examples/notebooks/SelfIntersectingPolyslab/).\n", "\n", "If you are new to the finite-difference time-domain (FDTD) method, we highly recommend going through our [FDTD101](https://www.flexcompute.com/fdtd101/) tutorials. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2023-08-18T23:30:32.047093Z", "iopub.status.busy": "2023-08-18T23:30:32.046955Z", "iopub.status.idle": "2023-08-18T23:30:33.582953Z", "shell.execute_reply": "2023-08-18T23:30:33.582424Z" }, "tags": [] }, "outputs": [], "source": [ "# standard python imports\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# tidy3d imports\n", "import tidy3d as td\n", "import tidy3d.web as web" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting started: a simple box mesh\n", "We'll start with importing an STL file representing a simple slab. We need to make sure we understand the units associated with the data in the STL file. Here, we'll assume the STL data is stored in microns. The STL files used in this tutorial can be downloaded from our documentation [repo](https://github.com/flexcompute/tidy3d-notebooks/tree/develop/misc).\n", "\n", "As a reference case, we'll also make a box with the same dimensions using the standard `Tidy3D` approach of making shapes: using [td.Box](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Box.html).\n", "\n", "The STL box has size `0.8 um x 1.3 um x 0.3 um`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2023-08-18T23:30:33.585663Z", "iopub.status.busy": "2023-08-18T23:30:33.585323Z", "iopub.status.idle": "2023-08-18T23:30:33.615418Z", "shell.execute_reply": "2023-08-18T23:30:33.614899Z" }, "tags": [] }, "outputs": [], "source": [ "# make the geometry object representing the STL solid from the STL file stored on disk\n", "box = td.TriangleMesh.from_stl(\n", " filename=\"./misc/box.stl\",\n", " scale=1, # the units are already microns as desired, but this parameter can be used to change units [default: 1]\n", " origin=(\n", " 0,\n", " 0,\n", " 0,\n", " ), # this can be used to set a custom origin for the stl solid [default: (0, 0, 0)]\n", " solid_index=None, # sometimes, there may be more than one solid in the file; use this to select a specific one by index\n", ")\n", "\n", "# define material properties of the box\n", "medium = td.Medium(permittivity=2)\n", "\n", "# create a structure composed of the geometry and the medium\n", "structure = td.Structure(geometry=box, medium=medium)\n", "\n", "# to make sure the simulation runs correctly, let's also make a reference box the usual way\n", "box_ref = td.Box(center=(0, 0, 0), size=(0.8, 1.3, 0.3))\n", "\n", "# make the reference structure\n", "structure_ref = td.Structure(geometry=box_ref, medium=medium)\n", "\n", "wavelength = 0.3\n", "f0 = td.C_0 / wavelength / np.sqrt(medium.permittivity)\n", "\n", "# set the domain size in x, y, and z\n", "domain_size = 2.5\n", "\n", "# construct simulation size array\n", "sim_size = (domain_size, domain_size, domain_size)\n", "\n", "# Bandwidth in Hz\n", "fwidth = f0 / 40.0\n", "\n", "# Gaussian source offset; the source peak is at time t = offset/fwidth\n", "offset = 4.0\n", "\n", "# time dependence of sources\n", "source_time = td.GaussianPulse(freq0=f0, fwidth=fwidth, offset=offset)\n", "\n", "# Simulation run time past the source decay (around t=2*offset/fwidth)\n", "run_time = 40 / fwidth" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create sources and monitors\n", "To study the effect of the various boundary conditions, we'll define a plane wave source and a set of frequency-domain monitors in the volume of the simulation domain." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2023-08-18T23:30:33.617715Z", "iopub.status.busy": "2023-08-18T23:30:33.617518Z", "iopub.status.idle": "2023-08-18T23:30:33.813278Z", "shell.execute_reply": "2023-08-18T23:30:33.812789Z" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
[16:30:33] WARNING: Default value for the field monitor           monitor.py:261\n",
       "           'colocate' setting has changed to 'True' in Tidy3D                   \n",
       "           2.4.0. All field components will be colocated to the                 \n",
       "           grid boundaries. Set to 'False' to get the raw fields                \n",
       "           on the Yee grid instead.                                             \n",
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           WARNING: Default value for the field monitor           monitor.py:261\n",
       "           'colocate' setting has changed to 'True' in Tidy3D                   \n",
       "           2.4.0. All field components will be colocated to the                 \n",
       "           grid boundaries. Set to 'False' to get the raw fields                \n",
       "           on the Yee grid instead.                                             \n",
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           WARNING: Default value for the field monitor           monitor.py:261\n",
       "           'colocate' setting has changed to 'True' in Tidy3D                   \n",
       "           2.4.0. All field components will be colocated to the                 \n",
       "           grid boundaries. Set to 'False' to get the raw fields                \n",
       "           on the Yee grid instead.                                             \n",
       "
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Set to \u001b[0m\u001b[32m'False'\u001b[0m\u001b[31m to get the raw fields \u001b[0m \u001b[2m \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[31mon the Yee grid instead. \u001b[0m \u001b[2m \u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create a plane wave source\n", "source = td.PlaneWave(\n", " center=(0, 0, -1),\n", " source_time=source_time,\n", " size=(td.inf, td.inf, 0),\n", " direction=\"+\",\n", ")\n", "\n", "# these monitors will be used to plot fields on planes through the middle of the domain in the frequency domain\n", "monitor_xz = td.FieldMonitor(\n", " center=(0, 0, 0), size=(domain_size, 0, domain_size), freqs=[f0], name=\"xz\"\n", ")\n", "monitor_yz = td.FieldMonitor(\n", " center=(0, 0, 0), size=(0, domain_size, domain_size), freqs=[f0], name=\"yz\"\n", ")\n", "monitor_xy = td.FieldMonitor(\n", " center=(0, 0, 0), size=(domain_size, domain_size, 0), freqs=[f0], name=\"xy\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create the simulation objects\n", "We'll make two simulation objects: one for the STL box, and the other for the `Tidy3D` box, in order to compare the fields later on." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2023-08-18T23:30:33.815350Z", "iopub.status.busy": "2023-08-18T23:30:33.815179Z", "iopub.status.idle": "2023-08-18T23:30:34.235198Z", "shell.execute_reply": "2023-08-18T23:30:34.234822Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# STL simulation\n", "sim = td.Simulation(\n", " size=sim_size,\n", " grid_spec=td.GridSpec.auto(min_steps_per_wvl=20),\n", " sources=[source],\n", " structures=[structure],\n", " monitors=[monitor_xz, monitor_yz, monitor_xy],\n", " run_time=run_time,\n", " boundary_spec=td.BoundarySpec.all_sides(td.PML()),\n", ")\n", "\n", "# reference simulation\n", "sim_ref = td.Simulation(\n", " size=sim_size,\n", " grid_spec=td.GridSpec.auto(min_steps_per_wvl=20),\n", " sources=[source],\n", " structures=[structure_ref],\n", " monitors=[monitor_xz, monitor_yz, monitor_xy],\n", " run_time=run_time,\n", " boundary_spec=td.BoundarySpec.all_sides(td.PML()),\n", ")\n", "\n", "# plot both simulations to make sure everything is set up correctly\n", "_, (ax1, ax2) = plt.subplots(1, 2, figsize=(9, 4))\n", "sim.plot(y=0, ax=ax1)\n", "sim_ref.plot(y=0, ax=ax2)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We immediately notice a problem: the boxes are not centered in the same way! The reason is that we have not taken into account the definition of the origin in the STL file. In our `Tidy3D` box, the box's center coincides with `(0, 0, 0)`. However, in the STL file, the (min, min, min) corner of the box happens to have coordinates `(-1, -0.3, 0)`. We need to use the `origin` argument of `from_stl` to take this into account, so that STL box is centered on the simulation's origin.\n", "\n", "Note that information regarding the STL file units and origin should be known by the user beforehand - it should be readily available in most CAD tools used for generating and manipulating STL files." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2023-08-18T23:30:34.237090Z", "iopub.status.busy": "2023-08-18T23:30:34.236941Z", "iopub.status.idle": "2023-08-18T23:30:34.526902Z", "shell.execute_reply": "2023-08-18T23:30:34.526415Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# in the STL's coordinate system, the box's center along each dim is (local_origin[dim] + size[dim] / 2)\n", "# so in Tidy3D's coordinate system, we need and offset that is the negative of the above\n", "box = td.TriangleMesh.from_stl(\n", " filename=\"./misc/box.stl\",\n", " origin=(-(-1 + 0.4), -(-0.3 + 0.65), -(0 + 0.15)),\n", ")\n", "\n", "# create the structure with the updated box\n", "structure = td.Structure(geometry=box, medium=medium)\n", "\n", "# update the simulation object with the new structure\n", "sim = sim.copy(update={\"structures\": [structure]})\n", "\n", "# plot both simulations again\n", "_, (ax1, ax2) = plt.subplots(1, 2, figsize=(9, 4))\n", "sim.plot(y=0, ax=ax1)\n", "sim_ref.plot(y=0, ax=ax2)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This looks much better!\n", "\n", "To make sure that the STL geometry is correctly parsed and processed by the solver, we can add a [PermittivityMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityMonitor.html) to the simulation to plot the permittivity profile as seen by the solver. One could also use `sim.plot_eps()`, but the [PermittivityMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityMonitor.html) will take into account the use of subpixel averaging at the edges of the solid, where applicable." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2023-08-18T23:30:34.529002Z", "iopub.status.busy": "2023-08-18T23:30:34.528829Z", "iopub.status.idle": "2023-08-18T23:30:34.563362Z", "shell.execute_reply": "2023-08-18T23:30:34.562866Z" } }, "outputs": [], "source": [ "monitor_eps_xz = td.PermittivityMonitor(\n", " center=(0, 0, 0), size=(domain_size, 0, domain_size), freqs=[f0], name=\"xz_eps\"\n", ")\n", "\n", "# update the simulation objects to add in the new monitor\n", "sim = sim.copy(update={\"monitors\": list(sim.monitors) + [monitor_eps_xz]})\n", "sim_ref = sim_ref.copy(update={\"monitors\": list(sim_ref.monitors) + [monitor_eps_xz]})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run Simulations\n", "We can now run both simulations and make sure the results match." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2023-08-18T23:30:34.565419Z", "iopub.status.busy": "2023-08-18T23:30:34.565247Z", "iopub.status.idle": "2023-08-18T23:31:34.816381Z", "shell.execute_reply": "2023-08-18T23:31:34.815842Z" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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       "\u001b[2;36m[16:30:36]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                         \u001b]8;id=6078;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=76119;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#361\u001b\\\u001b[2m361\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "20320291f5574addaaade1cef3415a02",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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      "text/html": [
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[16:30:45] status = preprocess                                     webapi.py:355\n",
       "
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      ],
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       "\u001b[2;36m[16:30:45]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                     \u001b]8;id=201734;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=696142;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#355\u001b\\\u001b[2m355\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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    {
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      "text/html": [
       "
[16:30:49] Maximum FlexCredit cost: 0.101. Use                     webapi.py:341\n",
       "           'web.real_cost(task_id)' to get the billed FlexCredit                \n",
       "           cost after a simulation run.                                         \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:30:49]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.101\u001b[0m. Use                     \u001b]8;id=238624;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=596090;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#341\u001b\\\u001b[2m341\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mcost after a simulation run.                            \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
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           starting up solver                                      webapi.py:377\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                      \u001b]8;id=593515;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=714050;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#377\u001b\\\u001b[2m377\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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           running solver                                          webapi.py:386\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                          \u001b]8;id=718325;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=772568;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#386\u001b\\\u001b[2m386\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
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           To cancel the simulation, use 'web.abort(task_id)' or   webapi.py:387\n",
       "           'web.delete(task_id)' or abort/delete the task in the                \n",
       "           web UI. Terminating the Python script will not stop the              \n",
       "           job running on the cloud.                                            \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or   \u001b]8;id=531829;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=433183;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#387\u001b\\\u001b[2m387\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mweb UI. Terminating the Python script will not stop the \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mjob running on the cloud.                               \u001b[2m             \u001b[0m\n"
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       "Output()"
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[16:30:58] early shutoff detected, exiting.                        webapi.py:404\n",
       "
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      ],
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       "\u001b[2;36m[16:30:58]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                        \u001b]8;id=165548;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=783476;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#404\u001b\\\u001b[2m404\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
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    },
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[16:30:59] status = postprocess                                    webapi.py:419\n",
       "
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      ],
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       "\u001b[2;36m[16:30:59]\u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                    \u001b]8;id=914356;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=357724;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#419\u001b\\\u001b[2m419\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3a29ca705cd14d998054206e6e420ddf",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:31:03] status = success                                        webapi.py:426\n",
       "
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      ],
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       "\u001b[2;36m[16:31:03]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                        \u001b]8;id=117872;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=739974;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#426\u001b\\\u001b[2m426\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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       "Output()"
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    },
    {
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      ],
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    {
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      "text/html": [
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[16:31:05] loading SimulationData from data/stl_box.hdf5           webapi.py:590\n",
       "
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      ],
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       "\u001b[2;36m[16:31:05]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/stl_box.hdf5           \u001b]8;id=55952;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=316415;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#590\u001b\\\u001b[2m590\u001b[0m\u001b]8;;\u001b\\\n"
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     },
     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "
           Created task 'stl_box_ref' with task_id                 webapi.py:188\n",
       "           'fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1'.                       \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'stl_box_ref'\u001b[0m with task_id                 \u001b]8;id=466892;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=549532;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#188\u001b\\\u001b[2m188\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1'\u001b[0m.          \u001b[2m             \u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           View task using web UI at                               webapi.py:190\n",
       "           'https://tidy3d.simulation.cloud/workbench?taskId=fdve-              \n",
       "           3da0e018-2c2a-4fee-8b96-b55906af3c35v1'.                             \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                               \u001b]8;id=793551;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=611008;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#190\u001b\\\u001b[2m190\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b]8;id=66158;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=119257;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=66158;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=840282;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=66158;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1\u001b\\\u001b[32m-\u001b[0m\u001b]8;;\u001b\\ \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0m\u001b]8;id=66158;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3da0e018-2c2a-4fee-8b96-b55906af3c35v1\u001b\\\u001b[32m3da0e018-2c2a-4fee-8b96-b55906af3c35v1'\u001b[0m\u001b]8;;\u001b\\.                \u001b[2m             \u001b[0m\n"
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       "Output()"
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    {
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      "text/html": [
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      ],
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      ],
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    {
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      "text/html": [
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[16:31:06] status = queued                                         webapi.py:361\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:31:06]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                         \u001b]8;id=93145;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=684511;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#361\u001b\\\u001b[2m361\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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    {
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       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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[16:31:15] status = preprocess                                     webapi.py:355\n",
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      ],
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       "\u001b[2;36m[16:31:15]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                     \u001b]8;id=47094;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=380484;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#355\u001b\\\u001b[2m355\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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[16:31:19] Maximum FlexCredit cost: 0.101. Use                     webapi.py:341\n",
       "           'web.real_cost(task_id)' to get the billed FlexCredit                \n",
       "           cost after a simulation run.                                         \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:31:19]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.101\u001b[0m. Use                     \u001b]8;id=276865;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=934424;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#341\u001b\\\u001b[2m341\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mcost after a simulation run.                            \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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           starting up solver                                      webapi.py:377\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                      \u001b]8;id=883921;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=385416;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#377\u001b\\\u001b[2m377\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           running solver                                          webapi.py:386\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                          \u001b]8;id=660445;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=484910;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#386\u001b\\\u001b[2m386\u001b[0m\u001b]8;;\u001b\\\n"
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     "metadata": {},
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    {
     "data": {
      "text/html": [
       "
           To cancel the simulation, use 'web.abort(task_id)' or   webapi.py:387\n",
       "           'web.delete(task_id)' or abort/delete the task in the                \n",
       "           web UI. Terminating the Python script will not stop the              \n",
       "           job running on the cloud.                                            \n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or   \u001b]8;id=603418;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=584891;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#387\u001b\\\u001b[2m387\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mweb UI. Terminating the Python script will not stop the \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mjob running on the cloud.                               \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
\n"
      ],
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     },
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    {
     "data": {
      "text/html": [
       "
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       "
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      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:31:27] status = postprocess                                    webapi.py:419\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:31:27]\u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                    \u001b]8;id=393615;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=132280;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#419\u001b\\\u001b[2m419\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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       "model_id": "9b9a8ec6968a4fb7b305b24d74d467cb",
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       "version_minor": 0
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      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:31:32] status = success                                        webapi.py:426\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:31:32]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                        \u001b]8;id=457838;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=419489;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#426\u001b\\\u001b[2m426\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "57dd0e095e794c349386df563851c9aa",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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       "
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      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:31:34] loading SimulationData from data/stl_box_ref.hdf5       webapi.py:590\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:31:34]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/stl_box_ref.hdf5       \u001b]8;id=449737;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=162497;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#590\u001b\\\u001b[2m590\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# STL simulation\n",
    "sim_data = web.run(sim, task_name=\"stl_box\", path=\"data/stl_box.hdf5\", verbose=True)\n",
    "\n",
    "# reference simulation\n",
    "sim_data_ref = web.run(sim_ref, task_name=\"stl_box_ref\", path=\"data/stl_box_ref.hdf5\", verbose=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize and compare\n",
    "First, for both simulation objects, let's plot the permittivity data recorded by the [PermittivityMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityMonitor.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T23:31:35.926683Z",
     "iopub.status.busy": "2023-08-18T23:31:35.926467Z",
     "iopub.status.idle": "2023-08-18T23:31:36.349893Z",
     "shell.execute_reply": "2023-08-18T23:31:36.349348Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(8, 3))\n",
    "sim_data[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax1, cmap=\"binary\")\n",
    "sim_data_ref[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax2, cmap=\"binary\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, the permittivity profiles look identical in the two cases, which reassures us that the STL geometry is equivalent to the one natively built with `Tidy3D`. Second, we see the effects of subpixel averaging at the edges of the box in the vertical direction. This means that the top and bottom edges of the box lie partway through an FDTD cell, so an average of the box and background permittivities is used for those cells.\n",
    "\n",
    "Next, we can plot the frequency-domain fields for both simulations and make sure they match."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T23:31:36.352231Z",
     "iopub.status.busy": "2023-08-18T23:31:36.352038Z",
     "iopub.status.idle": "2023-08-18T23:31:38.623136Z",
     "shell.execute_reply": "2023-08-18T23:31:38.622420Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data.plot_field(field_monitor_name=\"xz\", field_name=\"Ex\", y=0, val=\"real\", ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"xz\", field_name=\"Ey\", y=0, val=\"real\", ax=ax2)\n",
    "sim_data.plot_field(field_monitor_name=\"xz\", field_name=\"Ez\", y=0, val=\"real\", ax=ax3)\n",
    "plt.show()\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data_ref.plot_field(field_monitor_name=\"xz\", field_name=\"Ex\", y=0, val=\"real\", ax=ax1)\n",
    "sim_data_ref.plot_field(field_monitor_name=\"xz\", field_name=\"Ey\", y=0, val=\"real\", ax=ax2)\n",
    "sim_data_ref.plot_field(field_monitor_name=\"xz\", field_name=\"Ez\", y=0, val=\"real\", ax=ax3)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As expected, the fields look identical."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Multiple STL solids and multiple files\n",
    "Next, we'll demonstrate how multiple STL models can be imported into the same simulation. Also, we demonstrate the case when the same STL file contains more than one disjoint object.\n",
    "\n",
    "We'll consider slightly more complicated geometries here, such as a box with a hole, and a box with a concave surface in the form of an indent. Our STL import and preprocessing functionality can handle all of these cases.\n",
    "\n",
    "Note that:\n",
    "- if the same STL file contains multiple disjoint objects stored as a single STL solid, it is assumed that those objects will all have the same material properties, because they are treated as a single `Tidy3D` [Geometry](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/index.html#geometry);\n",
    "- if the STL contains multiple objects stored as different STL solids, then each solid can be imported individually by index using the `solid_index` argument to `td.TriangleMesh.from_stl`, in which case different material properties can be assigned to different STL solids.\n",
    "\n",
    "Here are 3D plots of the different STL objects we'll consider:\n",
    "\n",
    "\"3D \"3D \"3D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T23:31:38.625267Z",
     "iopub.status.busy": "2023-08-18T23:31:38.625089Z",
     "iopub.status.idle": "2023-08-18T23:31:39.551806Z",
     "shell.execute_reply": "2023-08-18T23:31:39.551245Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "objs = [None] * 3\n",
    "\n",
    "# first object: a box with a hole\n",
    "objs[0] = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/box_with_hole.stl\",\n",
    "    origin=(0.1, -0.2, 0),\n",
    ")\n",
    "\n",
    "# second object: a box with an indent\n",
    "objs[1] = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/box_with_indent.stl\",\n",
    "    origin=(0, 0, -0.7),\n",
    ")\n",
    "\n",
    "# third object: two disjoint boxes in the same STL file\n",
    "objs[2] = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/two_boxes.stl\",\n",
    "    origin=(0.9, -0.5, 1),\n",
    ")\n",
    "\n",
    "# update the simulation with these new structures; for simplicity we assume they're all made of the same material\n",
    "structures = [td.Structure(geometry=i, medium=medium) for i in objs]\n",
    "sim = sim.copy(update={\"structures\": structures})\n",
    "\n",
    "# we've placed the objects at three different elevations along z; let's plot and make sure they are set up correctly\n",
    "_, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(12, 3))\n",
    "sim.plot(z=0, ax=ax1)  # STL with two boxes\n",
    "sim.plot(z=-0.7, ax=ax2)  # STL with a box with a hole\n",
    "sim.plot(z=1, ax=ax3)  # STL with a box with an indent\n",
    "\n",
    "# let's also make sure that the permittivity profile makes sense\n",
    "_, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 3))\n",
    "sim.plot_eps(z=0, ax=ax1)  # STL with two boxes\n",
    "sim.plot_eps(z=-0.7, ax=ax2)  # STL with a box with a hole\n",
    "sim.plot_eps(z=1, ax=ax3)  # STL with a box with an indent\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The plots and permittivity profiles all match what we expect based on the STL geometries."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## More complicated shapes and mesh considerations\n",
    "Finally, let's consider the case of a sphere intersected by a cone. When different shapes touch or overlap, we have to be more careful. For example, consider the two images below:\n",
    "\n",
    "\"Unionized \"Nonunionized \"Wire\n",
    "\n",
    "In the first image, the sphere and cone were unionized in the CAD software _before_ exporting to STL. Therefore, the two shapes are stitched together so that there is no overlap, and the meshes of the sphere and the cone line up perfectly; i.e., it is one unionized object.\n",
    "\n",
    "In the second case, the sphere and cone were _not_ unionized, so the meshes for the sphere and the cone are essentially superimposed on one another and intersect each other; this is more clearly seen in the third figure, which is a wireframe of the second one.\n",
    "\n",
    "**For best results, we strongly recommend that all solids in a given STL are unionized prior to export, as in the first image above. All objects must be water-tight for the STL handling to work correctly, and non-unionized intersecting meshes may break the water-tightness of the surface mesh.**\n",
    "\n",
    "When water-tightness is maintained, our solver _can_ handle non-unionized geometries such as the second and third images, but some features may not work as expected: in particular, plotting of the geometry and the [client-side mode solver](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.mode.ModeSolver.html) may not work correctly.\n",
    "\n",
    "In this example, we'll demonstrate the handling of unionized and non-unionized geometries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T23:31:39.553862Z",
     "iopub.status.busy": "2023-08-18T23:31:39.553718Z",
     "iopub.status.idle": "2023-08-18T23:31:39.964137Z",
     "shell.execute_reply": "2023-08-18T23:31:39.963613Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# import the unionized sphere-cone STL\n",
    "obj_union = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/icecream_unionized.stl\",\n",
    "    origin=(0, 0, 0.4),\n",
    ")\n",
    "\n",
    "# import the non-unionized sphere-cone STL\n",
    "obj_nounion = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/icecream_nonunionized.stl\",\n",
    "    origin=(0, 0, 0.4),\n",
    ")\n",
    "\n",
    "# make two simulation objects, one with the unionized shape and one with the non-union one\n",
    "sim_union = sim.copy(update={\"structures\": [td.Structure(geometry=obj_union, medium=medium)]})\n",
    "sim_nounion = sim.copy(update={\"structures\": [td.Structure(geometry=obj_nounion, medium=medium)]})\n",
    "\n",
    "# plot both simulations\n",
    "_, (ax1, ax2) = plt.subplots(1, 2, figsize=(9, 3))\n",
    "sim_union.plot_eps(y=0, ax=ax1)\n",
    "sim_nounion.plot_eps(y=0, ax=ax2)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Run Simulations\n",
    "We'll run both simulations to make sure the results match."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T23:31:39.966252Z",
     "iopub.status.busy": "2023-08-18T23:31:39.966106Z",
     "iopub.status.idle": "2023-08-18T23:32:50.068543Z",
     "shell.execute_reply": "2023-08-18T23:32:50.067916Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "
[16:31:40] Created task 'stl_icecream_union' with task_id          webapi.py:188\n",
       "           'fdve-255a8559-9566-415e-b959-127bb7ec40aev1'.                       \n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[2;36m[16:31:40]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'stl_icecream_union'\u001b[0m with task_id          \u001b]8;id=634504;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=12062;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#188\u001b\\\u001b[2m188\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-255a8559-9566-415e-b959-127bb7ec40aev1'\u001b[0m.          \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           View task using web UI at                               webapi.py:190\n",
       "           'https://tidy3d.simulation.cloud/workbench?taskId=fdve-              \n",
       "           255a8559-9566-415e-b959-127bb7ec40aev1'.                             \n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                               \u001b]8;id=485582;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=241113;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#190\u001b\\\u001b[2m190\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b]8;id=583320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-255a8559-9566-415e-b959-127bb7ec40aev1\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=288291;https://tidy3d.simulation.cloud/workbench?taskId=fdve-255a8559-9566-415e-b959-127bb7ec40aev1\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=583320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-255a8559-9566-415e-b959-127bb7ec40aev1\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=22876;https://tidy3d.simulation.cloud/workbench?taskId=fdve-255a8559-9566-415e-b959-127bb7ec40aev1\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=583320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-255a8559-9566-415e-b959-127bb7ec40aev1\u001b\\\u001b[32m-\u001b[0m\u001b]8;;\u001b\\ \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0m\u001b]8;id=583320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-255a8559-9566-415e-b959-127bb7ec40aev1\u001b\\\u001b[32m255a8559-9566-415e-b959-127bb7ec40aev1'\u001b[0m\u001b]8;;\u001b\\.                \u001b[2m             \u001b[0m\n"
      ]
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       "Output()"
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      "text/html": [
       "
[16:31:41] status = queued                                         webapi.py:361\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:31:41]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                         \u001b]8;id=573733;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=653791;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#361\u001b\\\u001b[2m361\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ec8ff03a7551406a89c236d5d5c0272e",
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       "Output()"
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[16:31:51] status = preprocess                                     webapi.py:355\n",
       "
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      ],
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       "\u001b[2;36m[16:31:51]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                     \u001b]8;id=700019;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=918151;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#355\u001b\\\u001b[2m355\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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       "
[16:31:55] Maximum FlexCredit cost: 0.118. Use                     webapi.py:341\n",
       "           'web.real_cost(task_id)' to get the billed FlexCredit                \n",
       "           cost after a simulation run.                                         \n",
       "
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      ],
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       "\u001b[2;36m[16:31:55]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.118\u001b[0m. Use                     \u001b]8;id=209725;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=826683;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#341\u001b\\\u001b[2m341\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mcost after a simulation run.                            \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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           starting up solver                                      webapi.py:377\n",
       "
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      ],
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                      \u001b]8;id=643107;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=695251;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#377\u001b\\\u001b[2m377\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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           running solver                                          webapi.py:386\n",
       "
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      ],
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                          \u001b]8;id=811235;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=157341;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#386\u001b\\\u001b[2m386\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
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           To cancel the simulation, use 'web.abort(task_id)' or   webapi.py:387\n",
       "           'web.delete(task_id)' or abort/delete the task in the                \n",
       "           web UI. Terminating the Python script will not stop the              \n",
       "           job running on the cloud.                                            \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or   \u001b]8;id=392983;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=502190;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#387\u001b\\\u001b[2m387\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mweb UI. Terminating the Python script will not stop the \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mjob running on the cloud.                               \u001b[2m             \u001b[0m\n"
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       "Output()"
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[16:32:07] early shutoff detected, exiting.                        webapi.py:404\n",
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      ],
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       "\u001b[2;36m[16:32:07]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                        \u001b]8;id=966648;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=185317;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#404\u001b\\\u001b[2m404\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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           status = postprocess                                    webapi.py:419\n",
       "
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      ],
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                    \u001b]8;id=586777;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=406472;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#419\u001b\\\u001b[2m419\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4847f3db984e4976a816ef5013df6626",
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       "version_minor": 0
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       "Output()"
      ]
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     "metadata": {},
     "output_type": "display_data"
    },
    {
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[16:32:13] status = success                                        webapi.py:426\n",
       "
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      ],
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       "\u001b[2;36m[16:32:13]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                        \u001b]8;id=229338;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=914522;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#426\u001b\\\u001b[2m426\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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     "output_type": "display_data"
    },
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      ],
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[16:32:15] loading SimulationData from                             webapi.py:590\n",
       "           data/stl_icecream_union.hdf5                                         \n",
       "
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      ],
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       "\u001b[2;36m[16:32:15]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from                             \u001b]8;id=8233;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=875017;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#590\u001b\\\u001b[2m590\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mdata/stl_icecream_union.hdf5                            \u001b[2m             \u001b[0m\n"
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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           Created task 'stl_icecream_nounion' with task_id        webapi.py:188\n",
       "           'fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1'.                       \n",
       "
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      ],
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'stl_icecream_nounion'\u001b[0m with task_id        \u001b]8;id=383888;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=725648;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#188\u001b\\\u001b[2m188\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1'\u001b[0m.          \u001b[2m             \u001b[0m\n"
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    },
    {
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      "text/html": [
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           View task using web UI at                               webapi.py:190\n",
       "           'https://tidy3d.simulation.cloud/workbench?taskId=fdve-              \n",
       "           8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1'.                             \n",
       "
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      ],
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                               \u001b]8;id=670468;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=410984;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#190\u001b\\\u001b[2m190\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b]8;id=25115;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=957780;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=25115;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=466248;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=25115;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1\u001b\\\u001b[32m-\u001b[0m\u001b]8;;\u001b\\ \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0m\u001b]8;id=25115;https://tidy3d.simulation.cloud/workbench?taskId=fdve-8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1\u001b\\\u001b[32m8eb8c00b-d561-4689-b2a1-a06c0cf19e28v1'\u001b[0m\u001b]8;;\u001b\\.                \u001b[2m             \u001b[0m\n"
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    {
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[16:32:16] status = queued                                         webapi.py:361\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:32:16]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                         \u001b]8;id=397391;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=750152;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#361\u001b\\\u001b[2m361\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b1f9a2314e784b178000f3876e8656ce",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:32:25] status = preprocess                                     webapi.py:355\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:32:25]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                     \u001b]8;id=695181;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=214918;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#355\u001b\\\u001b[2m355\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:32:29] Maximum FlexCredit cost: 0.118. Use                     webapi.py:341\n",
       "           'web.real_cost(task_id)' to get the billed FlexCredit                \n",
       "           cost after a simulation run.                                         \n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[2;36m[16:32:29]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.118\u001b[0m. Use                     \u001b]8;id=103895;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=942101;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#341\u001b\\\u001b[2m341\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mcost after a simulation run.                            \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           starting up solver                                      webapi.py:377\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                      \u001b]8;id=253222;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=154008;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#377\u001b\\\u001b[2m377\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
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    {
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           running solver                                          webapi.py:386\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                          \u001b]8;id=427473;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=902263;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#386\u001b\\\u001b[2m386\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           To cancel the simulation, use 'web.abort(task_id)' or   webapi.py:387\n",
       "           'web.delete(task_id)' or abort/delete the task in the                \n",
       "           web UI. Terminating the Python script will not stop the              \n",
       "           job running on the cloud.                                            \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or   \u001b]8;id=210755;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=251618;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#387\u001b\\\u001b[2m387\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the   \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mweb UI. Terminating the Python script will not stop the \u001b[2m             \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mjob running on the cloud.                               \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:32:43] early shutoff detected, exiting.                        webapi.py:404\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:32:43]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                        \u001b]8;id=471976;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=1958;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#404\u001b\\\u001b[2m404\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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      ],
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     },
     "metadata": {},
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    },
    {
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      "text/html": [
       "
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       "
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      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           status = postprocess                                    webapi.py:419\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                    \u001b]8;id=386338;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=85514;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#419\u001b\\\u001b[2m419\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b302df213de14fdca641285e810c7e8a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[16:32:47] status = success                                        webapi.py:426\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[16:32:47]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                        \u001b]8;id=457445;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=799497;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#426\u001b\\\u001b[2m426\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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      "text/html": [
       "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "model_id": "4cc00bc030e14553a75a531452f72ad6",
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       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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      ],
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    {
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       "
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       "
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      ],
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    },
    {
     "data": {
      "text/html": [
       "
[16:32:49] loading SimulationData from                             webapi.py:590\n",
       "           data/stl_icecream_nounion.hdf5                                       \n",
       "
\n"
      ],
      "text/plain": [
       "\u001b[2;36m[16:32:49]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from                             \u001b]8;id=715486;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=274349;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#590\u001b\\\u001b[2m590\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mdata/stl_icecream_nounion.hdf5                          \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_union = web.run(\n",
    "    sim_union,\n",
    "    task_name=\"stl_icecream_union\",\n",
    "    path=\"data/stl_icecream_union.hdf5\",\n",
    "    verbose=True,\n",
    ")\n",
    "sim_data_nounion = web.run(\n",
    "    sim_nounion,\n",
    "    task_name=\"stl_icecream_nounion\",\n",
    "    path=\"data/stl_icecream_nounion.hdf5\",\n",
    "    verbose=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize and compare\n",
    "We can take a look at the permittivity monitors again to make sure the permittivity profiles are properly interpreted and averaged by the solver."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T23:32:51.404111Z",
     "iopub.status.busy": "2023-08-18T23:32:51.403763Z",
     "iopub.status.idle": "2023-08-18T23:32:51.941596Z",
     "shell.execute_reply": "2023-08-18T23:32:51.941049Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(8, 3))\n",
    "sim_data_union[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax1, cmap=\"binary\")\n",
    "sim_data_nounion[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax2, cmap=\"binary\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The permittivity profiles look correct, and as expected, we can see the effect of subpixel averaging at the edges of the shape.\n",
    "\n",
    "Let's plot the frequency-domain fields for both simulations and make sure they match."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T23:32:51.944230Z",
     "iopub.status.busy": "2023-08-18T23:32:51.944028Z",
     "iopub.status.idle": "2023-08-18T23:32:54.865483Z",
     "shell.execute_reply": "2023-08-18T23:32:54.864806Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data_union.plot_field(field_monitor_name=\"xz\", field_name=\"Ex\", val=\"real\", ax=ax1)\n",
    "sim_data_union.plot_field(field_monitor_name=\"yz\", field_name=\"Ex\", val=\"real\", ax=ax2)\n",
    "sim_data_union.plot_field(field_monitor_name=\"xy\", field_name=\"Ex\", val=\"real\", ax=ax3)\n",
    "plt.show()\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data_nounion.plot_field(field_monitor_name=\"xz\", field_name=\"Ex\", val=\"real\", ax=ax1)\n",
    "sim_data_nounion.plot_field(field_monitor_name=\"yz\", field_name=\"Ex\", val=\"real\", ax=ax2)\n",
    "sim_data_nounion.plot_field(field_monitor_name=\"xy\", field_name=\"Ex\", val=\"real\", ax=ax3)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The fields match extremely well for both meshes. Although the solver works correctly for both the unionized and non-unionized case, **the safest approach is to ensure all touching objects are unionized prior to exporting the STL.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "description": "This notebook demonstrates how to define arbitrary 3D geometries from a stl file to Tidy3D for FDTD simulations.",
  "feature_imag": "",
  "feature_image": "N/A",
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "stl, import, Tidy3D, FDTD",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  },
  "title": "Importing STL File in Tidy3D | Flexcompute",
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