{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Boundary conditions\n",
    "\n",
    "This notebook will give a tutorial on setting up boundary conditions in Tidy3d."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:20:57.491002Z",
     "iopub.status.busy": "2023-03-28T01:20:57.490360Z",
     "iopub.status.idle": "2023-03-28T01:20:58.710953Z",
     "shell.execute_reply": "2023-03-28T01:20:58.710287Z"
    }
   },
   "outputs": [],
   "source": [
    "# standard python imports\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# tidy3d imports\n",
    "import tidy3d as td\n",
    "import tidy3d.web as web\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Define Simulation Parameters\n",
    "First, we'll define some basc simulation parameters, the size of the domain, and the discretization resolution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:20:58.713852Z",
     "iopub.status.busy": "2023-03-28T01:20:58.713557Z",
     "iopub.status.idle": "2023-03-28T01:20:58.733190Z",
     "shell.execute_reply": "2023-03-28T01:20:58.731815Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define material properties\n",
    "medium = td.Medium(permittivity=2)\n",
    "\n",
    "wavelength = 1\n",
    "f0 = td.C_0 / wavelength / np.sqrt(medium.permittivity)\n",
    "\n",
    "# Set the domain size in x, y, and z\n",
    "domain_size = 12 * wavelength\n",
    "\n",
    "# create the geometry\n",
    "geometry = []\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 = 50 / fwidth\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create sources and monitors\n",
    "To study the effect of the various boundary conditions, we'll define a point dipole source and a series of frequency- and time-domain monitors in the volume of the simulation domain and at its edges."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:20:58.738704Z",
     "iopub.status.busy": "2023-03-28T01:20:58.738328Z",
     "iopub.status.idle": "2023-03-28T01:20:58.766663Z",
     "shell.execute_reply": "2023-03-28T01:20:58.765989Z"
    }
   },
   "outputs": [],
   "source": [
    "# create a point dipole source\n",
    "dipole = td.PointDipole(\n",
    "    center=(0, 0, 0),\n",
    "    source_time=source_time,\n",
    "    polarization=\"Ex\",\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_freq = td.FieldMonitor(\n",
    "    center=(0, 0, 0), size=(domain_size, 0, domain_size), freqs=[f0], name=\"xz_freq\"\n",
    ")\n",
    "monitor_yz_freq = td.FieldMonitor(\n",
    "    center=(0, 0, 0), size=(0, domain_size, domain_size), freqs=[f0], name=\"yz_freq\"\n",
    ")\n",
    "monitor_xy_freq = td.FieldMonitor(\n",
    "    center=(0, 0, 0), size=(domain_size, domain_size, 0), freqs=[f0], name=\"xy_freq\"\n",
    ")\n",
    "\n",
    "# this monitor will be used to plot fields on a plane through the middle of the domain in the time domain\n",
    "monitor_xz_time = td.FieldTimeMonitor(\n",
    "    center=(0, 0, 0), size=(domain_size, 0, domain_size), interval=50, name=\"xz_time\"\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Boundary specifications\n",
    "A [BoundarySpec](../_autosummary/tidy3d.BoundarySpec.html) object defines the boundary conditions applied on each of the 6 domain edges, and is provided as an input to the simulation. In the following sections, we'll explore several different features within [BoundarySpec](../_autosummary/tidy3d.BoundarySpec.html) and different ways of defining it.\n",
    "\n",
    "A [BoundarySpec](../_autosummary/tidy3d.BoundarySpec.html) consists of three [Boundary](../_autosummary/tidy3d.Boundary.html) objects, each defining the boundaries on the plus and minus side of each dimension. A number of convenience functions are available to quickly define various types of boundaries, which will be demonstrated below."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Example 1: Default PML boundaries along some dimensions\n",
    "\n",
    "In most cases, one just wants to specify whether there are absorbing PML layers along any of the x, y, z dimensions. By default, Tidy3D simulations have PML boundaries on all sides."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# initialize the simulation object with default boundaries (PML on all sides)\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    sources=[dipole],\n",
    "    monitors=[monitor_xz_time],\n",
    "    run_time=run_time,\n",
    ")\n",
    "\n",
    "# Visualize the geometry\n",
    "fig, ax1 = plt.subplots(figsize=(4, 4))\n",
    "sim.plot(y=0, ax=ax1)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we want to explicitly set the boundaries, we can use the `all_sides()` method. This can be used to set any type of boundary condition on all sides of the simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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U+QQAEdGGDRvou9/9LlVXV9PIkSPpuuuuo5deemnA+nR1ddFPf/pT8ng8OU8ES6QGx6233prX8oW4//77afz48WS326m1tZXuuuuupGm3RJkDoLe3l371q1/RiBEjyOFw0NSpU+nFF19M+zxvvvkmzZgxg6qqqqipqYkWLFhAwWBQ89czVAlEOfYJMMaGpN///ve46qqrsH37dowePbrcq8PKgAOAMRMiIhx++OHwer05D8izoYungTJmIt3d3Xj22Wfx2muv4cMPP8QzzzxT7lViZcTfABgzke3bt2Ps2LHweDy45JJLcMstt5R7lVgZcQAwxphJ8XkAjDFmUhwAjDFmUqY6CKwoCnbv3g2Xy1VUJ0jGGBssiAihUAgjR47M2lwxG1MFwO7duwdNkzDGGNPCjh07MGrUqKLua6oAcLlcAIDrrrsuqQtmJBKJ9Vyx2+26fztQn6uxsRE2my22DmovGo/Hk7Gnut7r1d7eDqC/z7ra1tlonZ2dsT47TU1NZfm2xuMRx+PRTx0PRVEQiURgs9nKti2ICOFwGHfddVesrhXDVAGgDlZ1dXWsfW04HIYgCBBFEUQEQRDgcDiK/kqVD0VRoCgK3G437HY7IpEIuru7Y//AJUlCXV2doW9yRVHg9/vhdDrhcDjQ19cHURRLenMVIxQKwWKxoKGhAeFwGJIkwev16joeqXg84ng8+iWOh9VqRWdnJ0RRTLookBES65WqlBAy9UHgcDiMaDQKq9WK6upq2O32WLKW0m+9EJFIBD6fDzabDY2NjbFvBT6fL+OFNbSmvrklSUJjYyO8Xi/cbjeCwWBSp0W9hUIhBINBuN1ueL1eNDY2QpIk+P1+Hg8ej0EzHh6PB6IoQpblrF1ttZZar9S9B6UwbQAkbkz1snJWq9XQEJAkKfbmVj9ViaIIr9dr2Js89c2tfqpyuVyGFp3EYqN+yrXb7YYWncRiw+PB4wFkHg+r1QqLxYJoNGpICKSrV1p8CzNlAEiSNGBjqowKAUVR0NHRkfTmVhn1Js/05lYZVXTSFRuVUUUnXbFR8XjE8XjE2e12WK1W3UMgXfHXiikDQFGUrBtT7xCQZTk2oJn2p+r9Js/15lbpXXSyFRuV3kUnW7FR8XjE8XjEORwOXUNAz+IPmDQARFHMuTH1CoFoNIpIJAJBEGL7ErOtpx5v8nzf3Cq9ik4+xUalV9HJp9ioeDzieDzi9AoBvYs/YNIAyPfgidYhkFj8LRZLXvvwtH6TF/rmVmlddAopNiqti04hxUbF4xHH4xGndQgYUfwBkwZAIbQKgcTiX+g0U63e5MW+uVVaFZ1iio1Kq6JTTLFR8XjE8XjEaRUCRhV/gAMgL6WGQGrxL2bebqlv8lLf3KpSi04pxUZVatEppdioeDzieDziSg0BI4s/wAGQt2JDoJRP/qmKfZNr9eZWFVt0tCg2qmKLjhbFRsXjEcfjEVdsCBhd/AEOgIIUGgJaFn9VoW9yrd/cqkKLjpbFRlVo0dGy2Kh4POJ4POIKDYFyFH+AA6Bg+YaAHsVfle+bXK83tyrfoqNHsVHlW3T0KDYqHo84Ho+4fEOgXMUf4AAoSq4Q0LP4q3K9yfV+c6tyFR09i40qV9HRs9ioeDzieDzicoVAOYs/wAFQtEwhYETxV2V6kxv15lZlKjpGFBtVpqJjRLFR8XjE8XjEZQqBchd/gAOgJKkhYGTxV6W+ycPhsKFvblVq0TGy2KhSi044HDas2Kh4POJ4POJSQ2AwFH+AA6BkaggoihJLd6OKv0p9k1ut1tgnHSPf3KrEomN0sVGpRUf9pJmt3YZeeDzieDziEkNgMBR/gAOAMcZMiwOgROpun8T+QkZeTwCI79OMRqOxTzZG9ktXJe5mKEf/eiC+j1n95BmNRg3tXw/weCTi8YhL3O1jRBfRfHAAlCB1n7/R1xMABh7QcjgchvZLV6XuYza6fz0w8ACjw+Ew/CImPB5xPB5xqfv89e4imi8OgCJlOuBrZAhkms1g9EUzMh1gNLLoZJpdYuRFTHg84ng84jId8B0MIcABUIRcs32MCIFcU9mMepPnml1iRNHJNbXQiKLD4xHH4xGXa7ZPuUOAA6BA+U711DME8p3HrPebPN+phXoWnXznletZdHg84ng84vKd6lnOEOAAKECh8/z1CIFCT2LR601e6LxyPYpOoScV6VF0eDzieDziCp3nX64Q4ADIU7EneWkZAsWewaj1m7zYk4q0LDrFnlGqZdHh8Yjj8Ygr9iSvcoQAB0AeSj3DNzUEiKjgdSj19HWt3uSlnlGqRdEptZ2AFkWHxyOOxyOu1DN8jQ4BDoActGrvUMo3Aa16l5T6JteqnUApRUerXjKlFB0ejzgejzit2jsYGQKmDABJkvJaTuvePokhIMtyXm9yrRtXFfsm17qXTDFFR+tGYsUUHR6POB6POK17+xgVAqYMgMS+PZno1dgtMQQCgUDWN7leXQsLfZPr1UiskKKjVxfJQooOj0ccj0ecXo3djAiBigqAXbt24Wc/+xm8Xi+qq6tx6KGH4t133y34cURRzLpR9e7qabFYYgOb6U2ud8vafN/keneRzKfo6N1COJ+iw+MRx+MRp3dXT71DwKr5I+qko6MDRx99NI4//ni88MILaGpqwueff476+vqCH8tms8U2KoCkgdO/pTMBIIiCgHpPHTqDQfj9Pngb6mPPpSgK/Ps7+t/c3gbYbRaAZI3XAxAFwNvggX9/B3y+9v7nSviHFAp1IRgKwe1ywVVbo8s6APj3YysIBjsBUuBy1cb+FolE4PPv7y82DR6IAumyHnabBY3eevj8+3k8eDwAZBkPUgAiRCIRyLKse1dP9bHT1atSVUwA/Pa3v0VLSwtWr14du23s2LFFP166jWpI8Zf7AIUAAmyyH401BF+oF/69IXjdFgCAPyhDkgmNLgvs0X1AVOPVSCAC8FYT/JIM375d/c9pExHqkRHsVeCuFuGyBICegH4rAcBlAWCXEQy0A2E/XDUWRCQFvpAMm0WAt1qC2Ner6zrYATTWKDwe4PFQpRsPCAKi0QhkBbBaLYa0dE5Xr7Q4b6JiAuDZZ5/F7NmzceaZZ+L111/HAQccgEsuuQTz5s3LeB/1wguqYDAIACAiKIoCm80GIkI0GoUsyyAiCIIAm80GADqcok6AQlCIQARIUYLNKqCuWkRHt4y9Hf3PJytAvbP/jRaJFj5ltBjuGhEdXTL2dUZhtwoIS4TaKhEOu2jYOjjsImpkQqBbRm9EQSRKsFoEuGtERGWg/9uTzgQeDxWPR1zieFhEAbLS/w3BZrMZ1tk0tV7lO5klm4oJgC+//BKrVq3C1Vdfjf/6r//Cpk2bcPnll8Nut+P8889Pe59ly5ZhyZIlA25XAwDoPyhLRAYUfwBEagaAFAXhvi7IYv8buNYqICz3f+OotiqQJYJc+vgWpFoE+hQLSAaqLQQLKejrMXYdLACqLSJkWYBNAKpEGWF9P2imxePRj8cjTh0PRQFEwQaLBVBkBRAEw9YhsV5pQSCtHklndrsdRx55JDZu3Bi77fLLL8emTZvw1ltvpb1Pum8ALS0tuPvuu+F2uwH0Twnt6OiIbdDa2lo4nU59XgQpQF8bpCgh3NeFU8a3o65ax++vjDHNdfZa8bdPW1BjF1HtOQAQjJtLk1ivenp6sGTJEnR2dsbqWaEq5htAc3MzDjnkkKTbDj74YPz1r3/NeB+173Yqm80Gu92OSCSCzs7OWI/w7u5uBINBWK1WfS6dRzIQ7f+0IIuEuuooGkYdDog27Z+LMaYtRQL29886tFpEhPoUVIMMu7Rkar1qa2sr+TErJgCOPvpobNmyJem2rVu3YsyYMUU9XrqpbGrRV48VGHL9VNHGAcBYhbFbBciKAJ9/Pxobm3QPgXT1Sos9FRVzHsBVV12Ft99+G7feeiu2bduGxx57DPfffz8WLFhQ8GNJkpRxHrNRF82ojB1vjLF0BAGor7UYclEZPc+7qJgAmDp1Kv72t7/hz3/+MyZNmoRf//rXWLFiBc4555yCHysQCGTdmHqHABEhIlfMpmeMpSEIArwN9bqGgN4n3VXMLiAAOO2003DaaaeV/DhWqzXnxtRrd5BChI4uGSJ/A2Cs4qlnDPv9fvh8Pk3PSta7+AMV9A1ASx6PJ6+NqfU3AUVR4A/KiMoEu4UTgLGhQI+LyhhR/AGTBoBQwLxdrUIgdvq6TKh3WiDyVwDGhgwtQ8Co4g+YNAAKVWoIJDWucllgs/FmZ2yo0SIEjCz+AAdA3ooNgaTi722AnYs/Y0NWKSFgdPEHOAAKUmgI6N2yljE2+BQTAuUo/gAHQMHyDQEu/oyZVyEhUK7iD3AAFCVXCHDxZ4zlEwLlLP4AB0DRMoUAF3/GmCpbCJS7+AMcACVJDQEu/oyxVOlCYDAUf6DCzgQejBLPGA4GgxAEgYs/YyxJ4hnD7e3tAPpb3Jez+AP8DUATiV35HA4HF3/G2ACiKCb17Xe73WUt/gAHQMnU3T6CIKCqqgp9fX26dhFljFWmSCQCv98Pm80Gm80Gv9+vaxfRfPAuoBKk2+cfCoWMvZ4AY2zQS93nD0CXBnKF4m8ARcp0wNeo6wkwxipDugO+ejSQKwYHQBFyzfbhEGCMAdmneg6GEOAAKFC+Uz05BBgzt3ymepY7BDgAClDoPH8OAcbMqZB5/uUMAQ6APBV7kldyCHTpvJaMsXIr5iSvcoUAB0AeSj3DNxYCoRBCPbJOa8kYK7dSzvAtRwhwAOSgVXsHl8sFt8uFYK+C7l4OAcaGGi3aOxgdAqYMAEmS8lpO694+Llct3NUiuvoURGVTbnrGhiQte/sYGQKmrEKBQCDnRtWrsZurxoLaKhGSkv91iRljg5cejd2MCgFTBoDVas26UfXu6umstsDGF4VnrOLp2dXTiBAwZQB4PJ6MG9Wols5Wi6LL4zLGjCFJCnz+/bq2dNY7BEwZAIIgpN2o3M+fMZYPRQE6umVD+vlnCgGi0vcimDIAgIEbNRwOc/FnjOUlElVgtQjwNtQb0tI5Xb0KBAKlP27pq1a51I2aeEyAiz9jLBdBEFBfazH2Au4p9Srf2YxZH1OD9WKMMVaBTB0A6j7/aDQa++RfztasjLHKQETo6JKhKMZN5kitVzabreTHrNgAuO222yAIAq688sqi7p96wNfhcJS9NStjrDLYrSKiMsG/v8OQEEhXrzweT8mPW5EBsGnTJtx333047LDDiro/EaU94Fvu1qyMscogikC90wJJkuD3+3UNgUyzEwWh9JNJKy4Aurq6cM455+CBBx5AfX19UY8RCAQyzvYxKgS4FQRjlc1mE9HobdA1BPSeml5xVWjBggU49dRTMWvWrJzLhsNhBIPBpB8ASfv809E7BLp7ZW4FwdgQYLfb0djYqEsIGHFeUkUFwOOPP4733nsPy5Yty2v5ZcuWoa6uLvbT0tICoP9M4FwbU68QCPXI6OpTuBUEY0OEHiFg1EmpFRMAO3bswBVXXIFHH30UVVVVed1n0aJF6OzsjP3s2LEDAPI+eq51CIRCXQj2KqitErkVBGNDiJYhYGRHgooJgM2bN2Pfvn34zne+A6vVCqvVitdffx133303rFYrZHlgj32HwwG32530UyitQiAUCiEYCsFdLcJZbSnqMRhjg5cWIWB0Oxqrro+uoRNPPBEffvhh0m0XXHABJkyYgIULF8Ji0a+oqiHg9/vh8/kKHphQKIRgMAi3ywWXJYBIlHf/MDYUqSHg8/ng9/sL6hNUjl5kFRMALpcLkyZNSrrN6XTC6/UOuF0PxYZArPi73XDV1gA9Ad3XlTFWPsWEQLkaUVbMLqDBoNDdQUnF3+UyaC0ZY+VWyO6gcnYhrphvAOmsX7/e8OfM95sAF3/GzC2fbwLlbkHP3wCKkOubABd/xhiQ/ZtAuYs/wAFQtEwhwMWfMZYoXQgMhuIPVPguoHJL3R3kcDjQ19fHxZ8xliRxd5DP5wOQuyOBEfgbQInUECAi9PX1oaqqios/Y2wAu90Or9cLSZIgSRK8Xm/ZLz7FAaCB7u7u2P+Hw2HuIsoYG0BRlFg/MgAIBoOGXk8gHQ6AEiXu829ubuZW0oyxARL3+Tc1NaGpqcmQVtK5cACUIPWAL19PgDGWKt0BXz27iBaCA6BImWb7cAgwxlTZZvsMhhDgAChCrqmeHAKMsXymepY7BDgACpTvPH8OAcbMq5B5/uUMAQ6AAhR6kheHAGPmU8xJXuUKAQ6APBV7hm9SCPj3IyLxhWAYG6pKOcO3HCHAAZCHUts7JIVASIbEIcDYkKNFewejQ8CUAUCU/wVZtOrtI4oivA31sFkEdHTLUPii8IwNGVr29jEyBEwZAIFAIK+NqnVjN1EU4XVbYLUIiMgcAIwNBXo0djMqBEwZANFoNOdG1aurpygIqK+1QOD6z1jF07OrpxEhYMoA8Hg8WTeq3i2dBUGA3cLHARirZEQE//4OXVs66x0CpgwAm82WcaMa1c+fvwEwVrmIgI4u2ZB+/nqGgCkDAEi/UfliLoyxfESihKhMaPQ2GNLSOV29SuxCXCzTBgCQvFH37NnDxZ8xlhciQr3TYmg//9R6xQGgAbvdDofDEfvd6XSWcW0YY5VAFATYbMaXz9R6VSrTB0AoFIpdyUsQhLL352aMDX4yEbp7ZcOfN7VelcrUAZC4z9/r9Za9NStjrDLYLAK6+hSEQl2GPWdqvfJ4PCU/pmkDIN0B33K3ZmWMVQarRUBtlYhgKIRQKKT786WrVzabreTHNWUAdHd3Zzzga1QIcCsIxiqbs9oCt8uFYDCoawjoOTvRtAGQbWPqHQKSpHArCMaGAJerFm63W7cQ0HtquikDwOl05tyYeoVARFLQ0S3ziWCMDREul0uXEDDivCTTBkA+tA6BSCQCX0iG1cKtIBgbSrQOAaNOSjVlABRCqxCIRCLw+ffDZuFmcIwNRVqFgJEdCSomAJYtW4apU6fC5XJh2LBhmDNnDrZs2WLIc5caApFIBD6fDzabDV63RZP5u4yxwafUEDC6HU3FBMDrr7+OBQsW4O2338batWshSRJOOukkTU6HzkexIZBU/BvqIXLxZ2xIKzYEytGLzGrIs2jgxRdfTPp9zZo1GDZsGDZv3oxjjz3WkHVQQ8Dn88Hv98Pr9UIUM2doUvH3eiEK+V+JjDFWudQCHgwGk37PpFyNKCsmAFJ1dnYCABoaGjIuEw6HEQ6HY7+rg1GKfENgQPEXRYCMP3WcMVYe+YZAObsQV8wuoESKouDKK6/E0UcfjUmTJmVcbtmyZairq4v9tLS0aPL8uXYHpS3+jDHTybU7qNwt6CuyMi1YsAAfffQRHn/88azLLVq0CJ2dnbGfHTt2aLYOmUKAiz9jLFGmECh38QcqcBfQpZdeiueeew5vvPEGRo0alXVZh8OhaevUVKm7g9xuN/x+Pxd/xliS1N1B6v+X+/ojFRMARITLLrsMf/vb37B+/XqMHTu23KsEIB4C7e3t/MmfMZZRagiUu/gDFRQACxYswGOPPYZnnnkGLpcLbW1tAIC6ujpUV1eXee0YY6zyVMzH1FWrVqGzsxPHHXccmpubYz9PPPFEWddL3eevfhOIRqPcSpoxNkDiPn89G8gVomK+ARANvjn06Q74FnKeAGPMHDId8M33PAG9cHUqUqbZPnxRGcZYokzFX68uooXgAChCrqmeHAKMMSD3VM9yhwAHQIHynefPIcCYueU7z7+cIcABUIBCT/LiEGDMnAo9yatcIcABkKdiz/BNCoH9HVAG4cFsxph2ij3DtxwhwAGQh1LbOySFQFAelDOaGGOlK7W9g9EhwAGQg1a9fex2Oxq9DZBkQkeXDM4AxoYWrXr7GBkCpgyAfC8io3VjN7vdjkaXBVGZEJFNuekZG5K0buxmVAiYsgp1d3fn3Kh6dfW020TUOy38DYCxIUKvrp5GhEDFnAmsJafTmfUMPL1bOttsIuwWTgDGKl0o1IVgqEu3xm6FXlmsUKYNAFEU025Uo/r5iyIHAGOVrLtXRo8cgttdp2srBz1DwJQBAKTfqHwxF8ZYPqIyobtPgafBZUgfn3T1SpKkkh/XtAEAJG/USCSCcDjMxZ8xlpMkE2qrRLhctYY9Z2q9CgQCJT+mqQMAiH/y7+vrAwAu/oyxnCyCAGe1xfDnTaxXWpxPZPpKp37yV+U7RZQxZl4KESTJ+NYuqfWqVKYOgMR9/s3NzWVvzcoYqwyCIKCjW0YkEjHsOVPrldPpLPkxTRsA6Q74lrs1K2OsMtitAqwWAT7/fkNCIF294gAokiRJGWf7GBUCfCIYY5VLEID6WgtsNht8Pp+uIaDn7ERTBkAgEMi6MfUOASJuBcFYpRMEAd6Gel1DQO+p6aasQlarNefG1CsEFOJmcIwNFaIowuv16hICRpyXZMoA8Hg8eW1MrUNAURT4gzKiMnErCMaGCD1CwLCOBLo86iAnCELey2oVAoqiwL+/A5JMqHdauBUEY0OIliFgZEcCUwZAoUoNAUVR4Pf7IUkSGl0W2Gy82RkbarQIAaPb0XAlylOxIZBU/L0NsHPxZ2zIKiUEytGLjKtRAQoNgaTi39gIu91uwFoyxsqpmBAoVyNKDoAC5RsCXPxZLqQQevxdfI3oIaiQEChnF2LTN4MrRq7+3Fz8WT7aP92Nf97zClwjPWiZ8W2MPGIMqupqyr1aTCNqCPj9fvh8vrS1oNwt6DkAipQpBLj4s3xJvRFEusPwb9sL/+d78fGT/8SIw1sw6rutGDZxFCw247tNMm1lC4FyF3+AA6AkqSHgdDq5+LOCVdc7ASJIPRHseOsL7HznS1Q31KLlqFYcMG0c6loaCpq6zAaXdCEAoOzFH6jAALjnnntw++23o62tDYcffjhWrlyJadOmlW19EkMgGAxCEAQu/gwAIEsyPvjvf0DqSb//N9LVF/t/QRRhr62Cvbb/fn2Bbmz53w+w7aUP4RnTyLuIKlxiCLS3twMA7HZ72a8/UlEB8MQTT+Dqq6/Gvffei+nTp2PFihWYPXs2tmzZgmHDhpVtvRIvMu9wOLj4MwBAuLMHO//5JaK9EgRL+k/wonXgP36LzQJLXQ2ICNFwFP5t+3gX0RAgiiLcbjd8Ph8AwO12l/3iU0U9+wknnIAlS5YMuL2jowMnnHBCySuVyZ133ol58+bhggsuwCGHHIJ7770XNTU1eOihh3R7zlzUff6CIKCqqgp9fX3cSpolcbirUNNQm/anqq4m4+4dQRBgq7KhpsGJ6voakKxgx1tf4O3fr8Xa65/Ex09tQuAbP88iqhCRSAR+vx82mw02mw1+v9/Q6wmkU1QArF+/Hn/4wx8wZ86cpCtoRSIRvP7665qtXKJIJILNmzdj1qxZsdtEUcSsWbPw1ltvpb1POByO7ZpRf7SUesDX6/Xy9QSYLtRdRDXeWthrq9Dr78In/7MZb9z6v9jy3AflXj2WQ+IB38bGRjQ2NhrSSjqXor9/rFu3Dm1tbfjud7+L7du3a7hK6fl8PsiyjOHDhyfdPnz4cLS1taW9z7Jly1BXVxf7aWlp0Wx9Ms324YvKML3Qvw8Uh4O9IBBqvLUYPePbOODIseVeNZZFutk+enYRLUTRAdDc3IzXX38dhx56KKZOnYr169druFraWLRoETo7O2M/O3bs0ORxc0315BBgiRRJhhyJpv1RotmvK0tEiEai6O3oRu/+bpCiYMThLZh60fE46bc/xuTzjoar2WPMC2EFyzbVczCEQFEHgdV9lg6HA4899hh+85vf4OSTT8bChQs1XblEjY2NsFgs2Lt3b9Lte/fuxYgRI9Lex+FwwOFwaLoe+c7zz3WyGBv6LHYrLHYron0SlD4p7TLRPgnOJteA4wCKrEDqCUOOyBCtIlwjPf2f9qeOhXOY24jVZyXKZ55/PieL6amoAEg96HTjjTfi4IMPxvnnn6/JSqVjt9txxBFH4JVXXsGcOXMA9BfjV155BZdeeqluz5uo0JO8BoRALU/hMxOHuxonLPkBpN70n+zaP9mN/3s0fvyKiBDtlfqXFwCHqxqjv3cgWr7bCu+3R0AQ+VyASlHISV7lDIGiAuCrr75CU1NT0m1nnHEGJkyYgHfffVeTFUvn6quvxvnnn48jjzwS06ZNw4oVK9Dd3Y0LLrhAt+dUFXuGb1IIkAIXz9wzlRpvbca/dbV1AgDkSBRSTwSkEKwOK0Yc3oKWo76FEYePhq2GpxRXmmLO8C1XCBQVAGPGjEl7+8SJEzFx4sSSViibs846C+3t7bjpppvQ1taGyZMn48UXXxxwYFhrpbZ3iIdAJ2CX4bBzDz7WT7CIiPZJvItniCilvUM5QqCiTgQDgEsvvdSwXT6Adr19XC4XQAqCgXbUyAT+IsAavjUME/5zMpoOGcm7eIYALXr7GB0CpvwoKknpD8il0rqxm8tVC3e1iK4+BVHZlJueJaj2OHHwD45A4/hmLv4VTsvGbkbODjJlFQoEAjk3ql5dPV01FtRWiZAU/gfP2FCgR1dPo0LAlAFgtVqzblS9Wzo7qy2w8UXhGat4erZ0NiIETBkAHo8n40Y1qp+/1ZL9BCDG2OAmSQp8/v26tnTWOwRMGQCCIKTdqHwxF8ZYPhQF6OiWDennnykEtGgCaMoAAAZu1HA4zMWfMZaXSFSB1SLA21BvSEvndPUqEAiU/rilr1rlUjdq4jEBLv6MsVwEQUB9rcXQfv6p9Srf2YxZH1OD9WKMMVaBTB0A6j7/aDQa++Rf7v7cjLHBj4jQ0SVDUYybzJFar2w2W8mPadoASD3g63A4yt6alTFWGexWEVGZ4N/fYUgIpKtXHo+n5Mc1ZQAQUdoDvoOhPzdjbPATRaDeaYEkSfD7/bqGQKbZiZkuJVoIUwZAIBDIONvHqBDgVhCMVTabTUSjt0HXENB7aropq1DiPv909A6B7l6ZW0EwNgTY7XY0NjbqEgJGnJdkygDweDw5N6ZeIRDqkdHVp3ArCMaGCD1CwKiTUk0ZAPkePdc6BEKhLgR7FdRWidwKgrEhRMsQMLIjgSkDoBBahUAoFEIwFIK7WoSzmq8GwNhQo0UIGN2OhgMgD6WGQCgUQjAYhNvlgquGiz9jQ1UpIVCOXmQcAHkqNgRixd/thsuV+fqwjLGhoZgQKFcjSg6AAhQaAsnF32XQWjLGyq2QEChnF2IOgALlGwJc/Bkzt3xCoNwt6DkAipArBLj4M8aA7CFQ7uIPcAAULVMIcPFnjCVKFwKDofgDgLUszzpEqCHg9/vh8/ngcDjQ19fHxZ8xlkQNAZ/PB5/PByB3RwIj8DeAEqkhQETo6+tDVVUVF3/G2AB2ux1erxeSJEGSJHi93rJffIoDQAPd3d2x/w+Hw9xFlDE2gKIoCAaDsd+DwaCh1xNIhwOgRIn7/Jubm7mVNGNsgMR9/k1NTWhqajKklXQuHAAlSD3gy9cTYIylSnfAV88uooXgAChSptk+HAKMMVW22T6DIQQ4AIqQa6onhwBjLJ+pnuUOgYoIgO3bt+PCCy/E2LFjUV1djdbWVixevLgshTXfef4cAoyZVyHz/MsZAhVxHsBnn30GRVFw33334Vvf+hY++ugjzJs3D93d3Vi+fLlh61HoSV6p5wk0eutR3klfjDG9FXOSV+J5An6/H16vF6Ko/+fzigiAk08+GSeffHLs93HjxmHLli1YtWqVYQFQ7Bm+SSHg34/GGgXQ4GLOjLHBp5QzfMsRAhWxCyidzs5ONDQ0ZF0mHA4jGAwm/RSj1PYOSbuDQjIkia8GxthQo0V7B6N3B1VkAGzbtg0rV67ERRddlHW5ZcuWoa6uLvbT0tICACDK/3q8WvX2EUUR3oZ62CwCOrplKHxReMaGDC17+xgZAmUNgOuvvx6CIGT9+eyzz5Lus2vXLpx88sk488wzMW/evKyPv2jRInR2dsZ+duzYAQAIBAJ5bVStG7uJogiv2wKrRUBE5gBgbCjQo7GbUSFQ1mMA11xzDebOnZt1mXHjxsX+f/fu3Tj++OMxY8YM3H///Tkf3+FwwOFwDLg9Go3m3MemV1dPURBQX2tBMKTZQzLGykRRFPj3B3Tp6mnEMYGyBoB6SnQ+du3aheOPPx5HHHEEVq9eXdKG8Hg8iEQiGTeq3i2dBUGA3cLHARirZEQE//4OSJJ+XT31DoGKOAawa9cuHHfccRg9ejSWL1+O9vZ2tLW1oa2trajHs9lsGb9eGdXPnycCMVa5iICOLtmQfv567g6qiGmga9euxbZt27Bt2zaMGjUq6W+FHNBNlC5Zu7u7+WIujLGcIlFCVCYMa2owpKVzpnpVqor4BjB37lwQUdqfUiQm6549e7j4M8byQkSod1oM7eefWq9MEwB6stvtSQeKnU5nGdeGMVYJREGAzWZ8+UytV6UyfQCEQqHYlbwEQSh7f27G2OAnE6G7Vzb8eVPrValMHQCJB3y9Xm/ZW7MyxiqDzSKgq09BKNRl2HOm1iuPx1PyY5o2ANLN9il3a1bGWGWwWgTUVokIhkIIhfQ/qSddvbLZbCU/rikDINtsH6NCgFtBMFbZnNUWuF0uBINBXUNAz6nppg2AbBtT7xCQJIVbQTA2BLhctXC73bqFgN7nJZkyAJxOZ86NqVcIRCQFHd0ynwjG2BDhcrl0CQEjTko1bQDkQ+sQiEQi8IVkWC3cCoKxoUTrEDCqI4EpA6AQWoVAJBKBz78fNkt/Mzj+BsDY0KJVCBhV/AEOgLyUGgKRSAQ+nw82mw1et0WT+buMscGn1BAwsvgDHAB5KzYEkop/Qz1ELv6MDWnFhoDRxR/gAChIoSGQVPwNusgzY6z8Cg2BchR/gAOgYPmGABd/xswt3xAoV/EHOACKkisEuPgzxoDcIVDO4g9wABQtUwhw8WeMJcoUAuUu/kCFXBBmsEq9SIPb7Ybf7+fizxhLohb4YDAYu63cxR/gACiZGgLt7e38yZ8xllFqCJS7+AO8C4gxxkyLA6BE6j5/9ZtANBrlVtKMsQES9/nr2UCuEBwAJUg94OtwOPh6AoyxAVIP+OrVQK5QHABFyjTbhy8qwxhLlGm2z2AIAQ6AIuSa6skhwBgDck/1LHcIcAAUKN95/hwCjJlbvvP8yxkCHAAFKPQkLw4Bxsyp0JO8yhUCHAB5KvYM36QQ2N8BhUjnNWWMlVOxZ/iWIwQ4APJQanuHpBAIyiAOAcaGpFLbOxgdAhwAOWjV28dut6PR2wBJJnR0yeAMYGxo0aq3j5EhYMoA6O7uzms5rRu72e12NLosiMqEiGzKTc/YkKR1YzejQsCUVai7uzvnRtWrq6fdJqLeaeFvAIwNEXp19TQiBCouAMLhMCZPngxBEPDBBx8U9RhOpzPrRtW7pbPNJsJu4QRgrNKFQl26dvXUOwQqLgCuu+46jBw5sqTHcDqdGTeqUf38RZEDgLFK1t0rIxgK6d7VU88QqKgAeOGFF/Dyyy9j+fLlJT9Wuo3KF3NhjOUjKhO6+hS4/93XR2/p6pUkSSU/bsVcD2Dv3r2YN28enn76adTU1OR1n3A4jHA4HPs98WIMQHJ/7kgkgnA4zMWfMZaTJBNqq0S4XLWGPWdqvQoEAiU/ZkVUOSLC3LlzMX/+fBx55JF532/ZsmWoq6uL/bS0tAxYxuVyoaqqCn19fSAiLv6MsZwsggBntcXw502tV6Uqa6W7/vrrIQhC1p/PPvsMK1euRCgUwqJFiwp6/EWLFqGzszP2s2PHjgHLqJ/8VflOEWWMmZdCBEkyvrVLar0qVVl3AV1zzTWYO3du1mXGjRuHV199FW+99RYcDkfS34488kicc845+O///u+093U4HAPukyh1n393d3dsN1G5L9XGGBu8BEFAR7cMmysCu6PakOdMrVdtbW0lP2ZZA6CpqQlNTU05l7v77rvxm9/8Jvb77t27MXv2bDzxxBOYPn16Uc+d7oBv6jU7OQQYY+nYrQJkRYDPvx+NjU2w2+26Pl+6euV0Okt+3Io4CDx69Oik32tr+w+8tLa2YtSoUQU/niRJ6O7uTnvA16gQ4BPBGKtcggDU11oQlGzw+XxobGzULQT0nJ1oyqOdgUAg68bU++QLIm4FwVilEwQB3oZ62Gz9IRCJRDR/Dr2nplfEN4BUBx54YElHwK1Wa86Nqdc3AYX6m8HxeWCMVT5RFOH1euH3+zX/JmDEeUmm/Bjq8Xjy2phafxNQFAX+oIyoTNwKgrEhQg0BLb8JGNaRQJdHHeQEQch7Wa1CQFEU+Pd3QJIJ9U4Lt4JgbAjRMgSM7EhgygAoVKkhoCgK/H4/JElCo8sCm403O2NDjRYhYHQ7Gq5EeSo2BJKKv7cBdi7+jA1ZpYRAOXqRcTUqQKEhkFT8dZwmxhgbPIoJgXI1ouQAKFC+IcDFnzHzKiQEytmFmAOgCLlCgIs/YyyfECh3C3oOgCJlCgEu/owxVbYQKHfxBzgASpIaAlz8GWOp0oXAYCj+QIWeCTyYJJ4xHAwGIQgCF3/GWJLEM4bb29sBAHa7vezXH+FvABpI7MrncDi4+DPGBhBFEW63O/a72+0u+8WnOABKpO72EQQhdqUePRrIMcYqWyQSgd/vh81mg81mg9/v16WBXCF4F1AJ0u3zD4VCfD0BxliS1H3+AHRpIFco/gZQpEwHfPVuJc0YqyzpDvjq0UCuGBwARcg124dDgDEGZJ/qORhCgAOgQPlO9eQQYMzc8pnqWe4Q4AAoQKHz/DkEGDOnQub5lzMEOADyVOxJXskh0KXzWjLGyq2Yk7zKFQIcAHko9QzfWAiEQgj1yDqtJWOs3Eo5w7ccIcABkINW7R1cLhfcLheCvQq6ezkEGBtqtGjvYHQImDIAJEnKazmte/u4XLVwV4vo6lMQlU256RkbkrTs7WNkCJiyCgUCgZwbVa/Gbq4aC2qrREhK/tclZowNXno0djMqBEwZAFarNetG1burp7PaAhtfFJ6xiqdnV08jQsCUAeDxeDJuVKNaOlstii6PyxgzhiQp8Pn369rSWe8QMGUACIKQdqNyP3/GWD4UBejolg3p558pBIhK34tgygAABm7UcDjMxZ8xlpdIVIHVIsDbUG9IS+d09SoQCJT+uKWvWuVSN2riMQEu/oyxXARBQH2txdgLuKfUq3xnM2Z9TA3WizHGWAUydQCo+/yj0Wjsk385W7MyxioDEaGjS4aiGDeZI7Ve2Wy2kh+zogLg+eefx/Tp01FdXY36+nrMmTOn6MdKPeDrcDjK3pqVMVYZ7FYRUZng399hSAikq1cej6fkx62YK4L99a9/xbx583DrrbfihBNOQDQaxUcffVTUYxFR2gO+iRduNuxKPUrp+/EYYwZQ4h8KRRGod1rQGZHg9/t1nQmUaXaiIJR+MmlFBEA0GsUVV1yB22+/HRdeeGHs9kMOOaSoxwsEArDb7WkLvFEhEGsFsf9dzR+bMaY/m01Eo6sBPn+HbiGg99T0igiA9957D7t27YIoipgyZQra2towefJk3H777Zg0aVLG+4XDYYTD4djv6rV6I5EImpqaYv+fjtvtRkdHB/bt24f6+npN9reBFCBKCHZHEYkK6OytiM3PGEvQ2WtFVCZIUYINAurq6pJqhRafzIF/H2fo6EA0GkV9fT2A5HqlxSygiqhAX375JQDg5ptvxp133okDDzwQd9xxB4477jhs3boVDQ0Nae+3bNkyLFmyZMDt0WgUPp8v5/MSEaLRKHbv3g2r1Vp6uhMhGo1AVgBRtOHv28bAasn9ZonKBEkm2CxCXsvnoij985gFQYDdKiCf92sx98mGCIhECUQEu1VEPpu2mPvkUsy25fEo/j65VMJ4RGVCoKf/drFr77/vo6C3txddXV2wWq0lh4Bae4goNu0zVU9PT0nPAZQ5AK6//nr89re/zbrMp59+GjvIcsMNN+CMM84AAKxevRqjRo3Ck08+iYsuuijtfRctWoSrr7469nswGERLS0vsosz5EAQBkUgEkiTBbrfDYrHkdb90IpFwf/EXAKsIOGwibNb83ijdvTK6+hTUVolwVhe/DpKkINgnw2oRUO8UC3qj2qT+sx9lpX8OdLFvcnUGRVQm1DstsNnyrxxV9v77dvXJBd83VXevjO4itymPRz8zjocUJYiiAEEQYnVEFMUBtaLYD4yKokCSpP5gzVJzKv4YwDXXXIO5c+dmXWbcuHHYs2cPgOR9/g6HA+PGjcM333yT8b4OhwMOh2PA7YkDl4saFuFwGJIkQRAEWK2Fb7ZwOAxZVmC1WmCz2aDICmy1I2C357drye4GrKEuBEMhWAUXXK7agtchEomgs3s/HDW2os5gtAOwuSLw+fcjKBX3GIqi9M+cECUMa2ooap/mMFf/Y3RGJDS6inuMUKgLPXIInobitiWPR5zpxiMiQejaO+CDZGoIOByOosZD3bXjcDiy1pqKD4CmpqbYvvhsjjjiCDgcDmzZsgXf+973APTv/9q+fTvGjBmj92pCFEU4HA6Ew+HYPrhCQiAcDiMajcJqtcLhcPR/oxEEQBABIf9PKy53HSCI/ccyBBEulyvv+0YiEfj8HbDZ7CUdrLI7qtHY2ASfzwf//kBBj9VfbAKQpCgaG5uKPqAlWizwehv7D9T7Owo+OBYKhRAMdcHtritoG6bi8ehnuvEQMl/QSa0LkUgE4XC4oBBQFAXhcDj2yb+YD5qFqojzANxuN+bPn4/Fixfj5ZdfxpYtW3DxxRcDAM4880xD1kENATXho9FoXvdLLf6lKuZC81q3rFVnUElS/xS4fOZBaz2bodguiaFQCMFgEG63u6Rio+Lx6MfjEWe1WmG320FECIfDeY+H0cUfqJAAAIDbb78dZ599Ns4991xMnToVX3/9NV599dXY0XEjFBoCWhd/VSFvcr36lRdSdPSaylZo0dG62Kh4PPrxeMQVEgLlKv5ABQWAzWbD8uXLsXfvXgSDQaxduxYTJ040fD3yDQG9ir8qnze5nherAPIrOnrPY8636OhVbFQ8Hv14POLyCYFyFn+gggJgMMkVAnoXf1W2N7neb25VtqJj1PUVchUdvYuNisejH49HXLYQKHfxBzgAipYpBIwq/qp0b3Kj3tyqdEXH6IvrZCo6RhUbFY9HPx6PuHQhMBiKP1AhJ4INVqmzgyRJgqIohhV/lfoPKRgMxmYfGPXmVqlFx+fzxU5aSeyyaoTUNh4OhwN9fX2GFRsVj0c/Ho+4xNlBfX19sdvLWfwB/gZQMjUEiAiKosR+N5rL5UJVVRX6+vpARIa+uVV2e/8UOkmSIEkSvF6v4RfXUYsOEaGvrw9VVVWGFhsVj0c/Ho+4xG8C5f7kr+IA0EBiTw71FG6jqZ9sVN3d3Yavg6IosX5LQP8nLiP7pasSX3viuRtG4vGI4/Hol3iSF4DYHoNy4gAoUeI+/+rq6oLPE9BC4j7N5ubmgudBayFxH7N6gl8h89K1kriPubm5uSzXd+DxiOPx6Je4z1/tUFDIeQJ64QAoQeoB32JPFitFugNaxZwMU4p0BxiLOTmpVKkHGIs9OakUPB5xPB790h3wLeZkMT1wABQp02wfI0Mg22wGo97k2WaXGFl0Ms0uMbLo8HjE8Xj0yzbbZzCEAAdAEXJN9TQiBPKZyqb3mzyfqYVGFJ1cUwuNKDo8HnE8Hv3ymepZ7hDgAChQvvP89QyBQuYx6/UmL2ReuZ5FJ9955XoWHR6POB6PfoXM8y9nCHAAFKDQk7z0CIFiTmLR+k1ezElFehSdQk8q0qPo8HjE8Xj0K+Ykr3KFAAdAnoo9w1fLECjlDEat3uSlnFGqZdEp9oxSLYsOj0ccj0e/Us7wLUcIcADkodT2DqkhIMuZ+4lnosXp66W+ybVoJ6BF0Sm1nYAWRYfHI47Ho58W7R2MDgFTBgAR5b2sVr19UkOgkIHVsndJsW9yLXvJlFJ0tOolU0rR4fGI4/Hop2VvHyNDwJQBkG8B1rqxW2IIRKPRpLMCs62r1o2rCn2T69FIrJiio3UjsWKKDo9HHI9HPz0auxkVAqYMAAA5N6peXT0TQ6CjoyPrm1zProX5vsn17CJZSNHRq4tkIUWHxyOOx6Ofnl09jQgBUwaAzWbLulH1buksCAIsFgusVmvGN7kRLWtzvcmNaCGcT9HRu4VwPkWHxyOOx6OfWkP0bOymdwiYMgBEUcy4UY3q5y+KIjweT9o3uZH9yjO9yY3sH5+t6BjVPz5b0eHx4PFINx5G9fPXMwRMGQBA+o1q9MVc0r3Jjb5YBTDwTW70xUOA9EXH6IuH8HjE8XjEpRsPWZYNbemcrl7lcwwx5+NqsG4VK/EiDb29vbHbjOznn3jRjPb2dgDxPu5G9itPvGhGMBiEIAiGXjwESL6IyZ49ewDA8IuH8HjE8XjEJY6Hoihl6eefWq+0+CZg2m8AKqvVCkEQYr/bbDbD10EURbjd7tjvbrfb8ItVAIDT6Yz9v8PhMPziIUD/P+7EAE5cJ6PweMTxeMQlvnb1OJ7RUutVqUwfAOrXKVEUIQhCWRoyRSIR+P1+2Gw22Gw2+P1+wy+aoe5mEAQhduUkI/ulq0KhUOzKUYIgGN6/HuDxSMTj0S9xPNRe/uW4sE1ivdKCqQMg9WIu5ejFkbhPs7GxEY2NjYZfNCN1H7PX6y3LRTMS9zF7vV7D+9cDPB6JeDz6pY6Hx+OBKIqQZTnpKmN6S61XWuytMG0ApDvga/Rp2JIkDTigZfRFMzIdYDT6ohnpDjAafRGTdAcYeTx4PNKNh9VqhcViQTQaNSQE0tUrLb4FmDIAJEnKONvHqBBQFAUdHR1pZzMY9SbPNbvEqKKTbXaJUUUn2+wSHo84Ho849SCw3iGg5+xEUwaAoihZN6beISDLcmxAM81m0PtNnu/UQr2LTj5TC/UuOvlMLeTxiOPxiHM4HLqGgN5T0001DVRtAidJUuwnG3WubU9PD+x2uyZH39XHFAQBdXV1Of8R22w2dHd345tvvomdOFYqIkIgEEA0GoXH40Fvb29sGmwmgiCgra0NoVBIs5kg3d3d6O7uhtPphKIo6OzszLq83W5HIBBAd3c3PB6PJuMhSRICgQCsVitqamp4PHg8co6HJEmx39XXLEkS+vr60NPTo9lMQkmSYgd8iWhAvVLXoZDmlqkEKuXeFWbnzp1oaWkp92owxphmduzYgVGjRhV1X1MFgKIo2L17N1wuFwRBQDAYREtLC3bs2JE0z7jS8OsYXPh1DC5D9XUQEUKhEEaOHFn0AWFT7QISRTFtUrrd7op+Y6j4dQwu/DoGl6H4Ourq6kp6LFMeBGaMMcYBwBhjpmXqAHA4HFi8eLGhzd/0wK9jcOHXMbjw68jMVAeBGWOMxZn6GwBjjJkZBwBjjJkUBwBjjJkUBwBjjJmUaQJg/fr1EAQh7c+mTZsy3u+4444bsPz8+fMNXPOBDjzwwAHrdNttt2W9T19fHxYsWACv14va2lqcccYZ2Lt3r0FrPND27dtx4YUXYuzYsaiurkZraysWL16cs6nXYBmPe+65BwceeCCqqqowffp0/POf/8y6/JNPPokJEyagqqoKhx56KP7+978btKbpLVu2DFOnToXL5cKwYcMwZ84cbNmyJet91qxZM2DbV1VVGbTG6d18880D1mnChAlZ7zPYxgJI/29aEAQsWLAg7fKajQWZRDgcpj179iT9/OIXv6CxY8eSoigZ7zdz5kyaN29e0v06OzsNXPOBxowZQ0uXLk1ap66urqz3mT9/PrW0tNArr7xC7777Ln33u9+lGTNmGLTGA73wwgs0d+5ceumll+iLL76gZ555hoYNG0bXXHNN1vsNhvF4/PHHyW6300MPPUQff/wxzZs3jzweD+3duzft8hs2bCCLxUK/+93v6JNPPqEbb7yRbDYbffjhh4aud6LZs2fT6tWr6aOPPqIPPviATjnlFBo9enTW99Hq1avJ7XYnbfu2tjYD13qgxYsX08SJE5PWqb29PePyg3EsiIj27duX9BrWrl1LAOi1115Lu7xWY2GaAEgViUSoqamJli5dmnW5mTNn0hVXXGHMSuVpzJgxdNddd+W9fCAQIJvNRk8++WTstk8//ZQA0FtvvaXDGhbnd7/7HY0dOzbrMoNhPKZNm0YLFiyI/S7LMo0cOZKWLVuWdvkf//jHdOqppybdNn36dLrooot0Xc9C7Nu3jwDQ66+/nnGZ1atXU11dnXErlYfFixfT4YcfnvfylTAWRERXXHEFtba2ZvxwqtVYmGYXUKpnn30Wfr8fF1xwQc5lH330UTQ2NmLSpElYtGgRenp6DFjD7G677TZ4vV5MmTIFt99+O6LRaMZlN2/eDEmSMGvWrNhtEyZMwOjRo/HWW28Zsbp56ezsRENDQ87lyjkekUgEmzdvTtqWoihi1qxZGbflW2+9lbQ8AMyePXvQbXsAObd/V1cXxowZg5aWFpx++un4+OOPjVi9rD7//HOMHDkS48aNwznnnINvvvkm47KVMBaRSASPPPIIfv7zn2dtsa3FWJiqGVyiBx98ELNnz87ZRvWnP/0pxowZg5EjR+L//u//sHDhQmzZsgX/8z//Y9CaDnT55ZfjO9/5DhoaGrBx40YsWrQIe/bswZ133pl2+ba2Ntjtdng8nqTbhw8fjra2NgPWOLdt27Zh5cqVWL58edblyj0ePp8Psixj+PDhSbcPHz4cn332Wdr7tLW1pV1+sGx7RVFw5ZVX4uijj8akSZMyLjd+/Hg89NBDOOyww9DZ2Ynly5djxowZ+Pjjj4tuR1yq6dOnY82aNRg/fjz27NmDJUuW4JhjjsFHH32U9oI2g30sAODpp59GIBDA3LlzMy6j2ViU/B2izBYuXEgAsv58+umnSffZsWMHiaJITz31VMHP98orrxAA2rZtm1YvgYiKex2qBx98kKxWK/X19aX9+6OPPkp2u33A7VOnTqXrrruu7K9j586d1NraShdeeGHBz6fXeGSya9cuAkAbN25Muv3aa6+ladOmpb2PzWajxx57LOm2e+65h4YNG6bbehZi/vz5NGbMGNqxY0dB94tEItTa2ko33nijTmtWuI6ODnK73fSnP/0p7d8H+1gQEZ100kl02mmnFXSfYsei4r8BXHPNNVmTEgDGjRuX9Pvq1avh9Xrx/e9/v+Dnmz59OoD+T6ytra0F3z+TYl5H4jpFo1Fs374d48ePH/D3ESNGIBKJIBAIJH0L2Lt3L0aMGFHKag9Q6OvYvXs3jj/+eMyYMQP3339/wc+n13hk0tjYCIvFMmAGVbZtOWLEiIKWN9Kll16K5557Dm+88UbBn+JtNhumTJmCbdu26bR2hfN4PDjooIMyrtNgHgsA+Prrr7Fu3bqCv9EWPRYFxcUQoCgKjR07Nudsk0z+8Y9/EAD617/+pfGaFe+RRx4hURRp//79af+uHgRO/Mbz2Weflf0g8M6dO+nb3/42nX322RSNRot6jHKMx7Rp0+jSSy+N/S7LMh1wwAFZDwKnfqI76qijynrgUVEUWrBgAY0cOZK2bt1a1GNEo1EaP348XXXVVRqvXfFCoRDV19fT73//+7R/H4xjkWjx4sU0YsQIkiSpoPsVOxamC4B169Zl3J2yc+dOGj9+PL3zzjtERLRt2zZaunQpvfvuu/TVV1/RM888Q+PGjaNjjz3W6NWO2bhxI9111130wQcf0BdffEGPPPIINTU10XnnnRdbJvV1EPV/zR89ejS9+uqr9O6779JRRx1FRx11VDleQmwdv/Wtb9GJJ55IO3fuTJrOlrjMYByPxx9/nBwOB61Zs4Y++eQT+uUvf0kejyc2De/cc8+l66+/Prb8hg0byGq10vLly+nTTz+lxYsXl33q4cUXX0x1dXW0fv36pG3f09MTWyb1dSxZsiQ2bXfz5s109tlnU1VVFX388cfleAlERHTNNdfQ+vXr6auvvqINGzbQrFmzqLGxkfbt20dElTEWKlmWafTo0bRw4cIBf9NrLEwXAD/5yU8yzn//6quvkubefvPNN3TsscdSQ0MDORwO+ta3vkXXXnttWc8D2Lx5M02fPp3q6uqoqqqKDj74YLr11luT9v+nvg4iot7eXrrkkkuovr6eampq6Ac/+EFSsTXa6tWrMx4jUA3m8Vi5ciWNHj2a7HY7TZs2jd5+++3Y32bOnEnnn39+0vJ/+ctf6KCDDiK73U4TJ06k559/3uA1TpZp269evTq2TOrruPLKK2Ovefjw4XTKKafQe++9Z/zKJzjrrLOoubmZ7HY7HXDAAXTWWWclHQ+qhLFQvfTSSwSAtmzZMuBveo0Ft4NmjDGTMu15AIwxZnYcAIwxZlIcAIwxZlIcAIwxZlIcAIwxZlIcAIwxZlIcAIwxZlIcAIwxZlIcAIwxZlIcAIwxZlIcAIwxZlIcAIxpoL29HSNGjMCtt94au23jxo2w2+145ZVXyrhmjGXGzeAY08jf//53zJkzBxs3bsT48eMxefJknH766Rkv1clYuXEAMKahBQsWYN26dTjyyCPx4YcfYtOmTXA4HOVeLcbS4gBgTEO9vb2YNGkSduzYgc2bN+PQQw8t9yoxlhEfA2BMQ1988QV2794NRVGwffv2cq8OY1nxNwDGNBKJRDBt2jRMnjwZ48ePx4oVK/Dhhx9i2LBh5V41xtLiAGBMI9deey2eeuop/Otf/0JtbS1mzpyJuro6PPfcc+VeNcbS4l1AjGlg/fr1WLFiBR5++GG43W6IooiHH34Yb775JlatWlXu1WMsLf4GwBhjJsXfABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKQ4ABhjzKT+P5kAc2S+WrjiAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# define a basic boundary spec setting PML in all directions\n",
    "bspec_pml = td.BoundarySpec.all_sides(boundary=td.PML())\n",
    "\n",
    "# initialize the simulation object with the above boundary spec and source\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    sources=[dipole],\n",
    "    monitors=[monitor_xz_time],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=bspec_pml,\n",
    ")\n",
    "\n",
    "# Visualize the geometry\n",
    "fig, ax1 = plt.subplots(figsize=(4, 4))\n",
    "sim.plot(y=0, ax=ax1)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can run this simulation and visualize the results. We can observe the effect of the PML by looking at the fields in the time domain as they impinge on the boundaries. The figure shows that the fields are absorbed by the PML layers as expected, and no reflections are observed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-31923f59-bfd4-4182-99ca-566de42cf334v1'</span>.                       <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:06:25]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'bc_example1'\u001b[0m with task_id                              \u001b]8;id=818130;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=359222;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-31923f59-bfd4-4182-99ca-566de42cf334v1'\u001b[0m.                       \u001b[2m             \u001b[0m\n"
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     },
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       "Output()"
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
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       "\n"
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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">[13:06:26] </span>status = queued                                                      <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#269\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">269</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:06:26]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                      \u001b]8;id=623260;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=64194;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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     "metadata": {},
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    },
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     "data": {
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       "<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\">[13:06:31] </span>status = preprocess                                                  <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#263\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">263</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m[13:06:31]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                  \u001b]8;id=617062;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=145784;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
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       "<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\">[13:06:37] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get    <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#286\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">286</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>the billed FlexCredit cost after a simulation run.                     <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
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       "\u001b[2;36m[13:06:37]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Use \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    \u001b]8;id=492610;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=717136;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mthe billed FlexCredit cost after a simulation run.                     \u001b[2m             \u001b[0m\n"
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       "<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\">           </span>starting up solver                                                   <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#290\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">290</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                   \u001b]8;id=896028;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=595205;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
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       "<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\">           </span>running solver                                                       <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#300\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">300</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                       \u001b]8;id=417323;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=506982;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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       "<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\">[13:06:44] </span>early shutoff detected, exiting.                                     <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
      ],
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       "\u001b[2;36m[13:06:44]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                     \u001b]8;id=995077;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=776649;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
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       "</pre>\n"
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       "\n"
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       "<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\">           </span>status = postprocess                                                 <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#330\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">330</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                 \u001b]8;id=375464;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=176573;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
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       "<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\">[13:07:01] </span>status = success                                                     <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#337\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m[13:07:01]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                     \u001b]8;id=88340;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=122691;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#337\u001b\\\u001b[2m337\u001b[0m\u001b]8;;\u001b\\\n"
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       "</pre>\n"
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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim, task_name=\"bc_example1\", path=\"data/bc_example1.hdf5\", verbose=True\n",
    ")\n",
    "fig, ax = plt.subplots(tight_layout=True, figsize=(5, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_time\", field_name=\"Ex\", y=0, val=\"abs\", t=2e-13, ax=ax\n",
    ")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also set PML on specified sides only by calling the `BoundarySpec.pml()` method, e.g. `BoundarySpec.pml(x=False, y=False, z=False)`. This will put PML along dimensions where the argument is `True`, and set periodic boundaries along the other dimensions.\n",
    "\n",
    "Let's try putting pml on only the x edge."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:20:58.769101Z",
     "iopub.status.busy": "2023-03-28T01:20:58.768956Z",
     "iopub.status.idle": "2023-03-28T01:20:59.078170Z",
     "shell.execute_reply": "2023-03-28T01:20:59.077701Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# define a basic boundary spec setting PML in along x only\n",
    "bspec_pml = td.BoundarySpec.pml(x=True)\n",
    "\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    sources=[dipole],\n",
    "    monitors=[monitor_xz_time],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=bspec_pml,\n",
    ")\n",
    "\n",
    "ax = sim.plot(y=0)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Example 2: different boundaries on different edges\n",
    "Here, we'll place a PML along the y and z directions. In the x direction, we'll place a PML on the left side (x-minus), and a PEC on the right (x-plus). To specify individual boundary conditions along different dimensions, instead of [`BoundarySpec`](../_autosummary/tidy3d.BoundarySpec.html), the class [`Boundary`](../_autosummary/tidy3d.Boundary.html) is used, which defines the plus and minus boundaries along a single dimension.\n",
    "\n",
    "We'll test this set of boundaries by placing an angled Gaussian beam near the lower edge of the domain and observing the field bounce off the PEC in x-plus."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:21:19.471434Z",
     "iopub.status.busy": "2023-03-28T01:21:19.471209Z",
     "iopub.status.idle": "2023-03-28T01:21:19.497852Z",
     "shell.execute_reply": "2023-03-28T01:21:19.497313Z"
    }
   },
   "outputs": [],
   "source": [
    "# this defines a 1D boundary with a PML on both the plus and minus sides, which can be reused for both y and z directions\n",
    "boundary_yz = td.Boundary.pml(num_layers=15)\n",
    "\n",
    "# this defines a 1D boundary with a PML on the minus side and a PEC on the plus side\n",
    "boundary_x = td.Boundary(minus=td.PML(), plus=td.PECBoundary())\n",
    "\n",
    "# now just set these in the boundary spec along the appropriate dimensions\n",
    "bspec_pml_pec = td.BoundarySpec(x=boundary_x, y=boundary_yz, z=boundary_yz)\n",
    "\n",
    "\n",
    "# create the Gaussian beam source\n",
    "buffer_source = (\n",
    "    domain_size / 10\n",
    ")  # distance between the source and the bottom of the domain\n",
    "gaussian_beam = td.GaussianBeam(\n",
    "    center=(0, 0, -domain_size / 2 + buffer_source),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    source_time=source_time,\n",
    "    direction=\"+\",\n",
    "    pol_angle=0,\n",
    "    angle_theta=np.pi / 4.0,\n",
    "    angle_phi=np.pi / 8.0,\n",
    "    waist_radius=wavelength * 2,\n",
    "    waist_distance=-wavelength * 4,\n",
    ")\n",
    "\n",
    "# initialize the simulation object with the above boundary spec and source\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    sources=[gaussian_beam],\n",
    "    monitors=[monitor_xz_time],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=bspec_pml_pec,\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can verify that the PML is placed only on the left hand side and not on the right."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:21:19.499883Z",
     "iopub.status.busy": "2023-03-28T01:21:19.499683Z",
     "iopub.status.idle": "2023-03-28T01:21:19.672259Z",
     "shell.execute_reply": "2023-03-28T01:21:19.671653Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualize the geometry\n",
    "fig, ax1 = plt.subplots(figsize=(4, 4))\n",
    "sim.plot(y=0, ax=ax1)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Run Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:21:19.674430Z",
     "iopub.status.busy": "2023-03-28T01:21:19.674230Z",
     "iopub.status.idle": "2023-03-28T01:21:39.469045Z",
     "shell.execute_reply": "2023-03-28T01:21:39.467222Z"
    }
   },
   "outputs": [
    {
     "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\">[13:07:03] </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'bc_example2'</span> with task_id                              <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#139\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">139</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-c2758526-7f50-4597-9934-9e409e490ac1v1'</span>.                       <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:03]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'bc_example2'\u001b[0m with task_id                              \u001b]8;id=163161;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=737979;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-c2758526-7f50-4597-9934-9e409e490ac1v1'\u001b[0m.                       \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f10d0d9a1b95423eab9a229af8c181d4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">[13:07:07] </span>status = queued                                                      <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#269\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">269</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:07]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                      \u001b]8;id=771347;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=633341;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">[13:07:12] </span>status = preprocess                                                  <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#263\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">263</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:12]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                  \u001b]8;id=172774;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=637099;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">[13:07:16] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get    <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#286\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">286</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>the billed FlexCredit cost after a simulation run.                     <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
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       "\u001b[2;36m[13:07:16]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Use \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    \u001b]8;id=55267;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=682697;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mthe billed FlexCredit cost after a simulation run.                     \u001b[2m             \u001b[0m\n"
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       "<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\">           </span>starting up solver                                                   <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#290\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">290</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                   \u001b]8;id=198187;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=613797;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
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       "<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\">           </span>running solver                                                       <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#300\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">300</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                       \u001b]8;id=964610;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=266267;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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       "<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\">[13:07:22] </span>early shutoff detected, exiting.                                     <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
      ],
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       "\u001b[2;36m[13:07:22]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                     \u001b]8;id=326300;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=820409;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
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       "\n"
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    {
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       "<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\">           </span>status = postprocess                                                 <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#330\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">330</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                 \u001b]8;id=767710;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=839385;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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       "<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\">[13:07:27] </span>status = success                                                     <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#337\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m[13:07:27]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                     \u001b]8;id=607202;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=627459;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#337\u001b\\\u001b[2m337\u001b[0m\u001b]8;;\u001b\\\n"
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       "</pre>\n"
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       "\n"
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       "<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\">[13:07:28] </span>loading SimulationData from data/bc_example2.hdf5                    <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#512\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">512</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m[13:07:28]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/bc_example2.hdf5                    \u001b]8;id=642046;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=100052;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#512\u001b\\\u001b[2m512\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim, task_name=\"bc_example2\", path=\"data/bc_example2.hdf5\", verbose=True\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Visualize results\n",
    "We can observe the effect of the PEC on x-plus by looking at the fields in the time domain as they bounce off the PEC boundary, as shown in the figure. Furthermore, the z-component of the electric field, which is tangential to the PEC boundary, goes to 0 at the boundary as expected."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:21:39.792828Z",
     "iopub.status.busy": "2023-03-28T01:21:39.792650Z",
     "iopub.status.idle": "2023-03-28T01:21:40.488892Z",
     "shell.execute_reply": "2023-03-28T01:21:40.488318Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_time\", field_name=\"Ex\", y=0, val=\"abs\", t=2e-13, ax=ax1\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_time\", field_name=\"Ez\", y=0, val=\"abs\", t=2e-13, ax=ax2\n",
    ")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Example 3: different boundaries on different edges\n",
    "Next, let's consider an even more general setup where all 6 boundaries of the domain are individually specified, and different types of boundaries are mixed in the plus and minus sides along each dimension.\n",
    "\n",
    "We'll test this set of boundaries by placing the point dipole at the center of the domain again, this time studying the fields at the edges of the domain and checking that the various tangential field components satisfy the PEC and PMC boundary conditions as expected from theory.\n",
    "\n",
    "Note that when a periodic boundary is applied across from a PEC (PMC), the periodic boundary is just replaced by the PEC (PMC). This is an equivalent setup but a warning is issued to avoid confusion."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:21:40.491516Z",
     "iopub.status.busy": "2023-03-28T01:21:40.491327Z",
     "iopub.status.idle": "2023-03-28T01:21:40.645471Z",
     "shell.execute_reply": "2023-03-28T01:21:40.644958Z"
    }
   },
   "outputs": [
    {
     "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\">[13:07:29] </span>WARNING: A periodic boundary condition was specified on the opposite     <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/log.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">log.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/log.py#50\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">50</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>side of a perfect electric or magnetic conductor boundary. This periodic <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">         </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>boundary condition will be replaced by the perfect electric or magnetic  <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">         </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>conductor across from it.                                                <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">         </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:29]\u001b[0m\u001b[2;36m \u001b[0mWARNING: A periodic boundary condition was specified on the opposite     \u001b]8;id=569059;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/log.py\u001b\\\u001b[2mlog.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=972407;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/log.py#50\u001b\\\u001b[2m50\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mside of a perfect electric or magnetic conductor boundary. This periodic \u001b[2m         \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mboundary condition will be replaced by the perfect electric or magnetic  \u001b[2m         \u001b[0m\n",
       "\u001b[2;36m           \u001b[0mconductor across from it.                                                \u001b[2m         \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# define the boundary spec\n",
    "bspec_general = td.BoundarySpec(\n",
    "    x=td.Boundary(minus=td.Periodic(), plus=td.PECBoundary()),\n",
    "    y=td.Boundary(minus=td.PECBoundary(), plus=td.PMCBoundary()),\n",
    "    z=td.Boundary(minus=td.Absorber(), plus=td.PML()),\n",
    ")\n",
    "\n",
    "\n",
    "# initialize the simulation object with the above boundary spec and the dipole source from earlier\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    sources=[dipole],\n",
    "    monitors=[monitor_xz_freq, monitor_yz_freq, monitor_xy_freq],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=bspec_general,\n",
    ")\n",
    "\n",
    "# Visualize the geometry\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(11, 4))\n",
    "sim.plot(x=0, ax=ax1)\n",
    "sim.plot(y=0, ax=ax2)\n",
    "sim.plot(z=0, ax=ax3)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Run Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:21:40.648010Z",
     "iopub.status.busy": "2023-03-28T01:21:40.647821Z",
     "iopub.status.idle": "2023-03-28T01:22:07.092674Z",
     "shell.execute_reply": "2023-03-28T01:22:07.092160Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "<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\">[13:07:29] </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'bc_example3'</span> with task_id                              <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#139\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">139</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-be19de21-0ab8-466e-99d8-1e00f464581dv1'</span>.                       <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:29]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'bc_example3'\u001b[0m with task_id                              \u001b]8;id=447505;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=646543;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-be19de21-0ab8-466e-99d8-1e00f464581dv1'\u001b[0m.                       \u001b[2m             \u001b[0m\n"
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       "Output()"
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      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">[13:07:43] </span>status = queued                                                      <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#269\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">269</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:43]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                      \u001b]8;id=154867;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=996448;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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    {
     "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\">[13:07:45] </span>status = preprocess                                                  <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#263\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">263</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:45]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                  \u001b]8;id=599596;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=745996;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
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      "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\">[13:07:50] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get    <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#286\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">286</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>the billed FlexCredit cost after a simulation run.                     <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:07:50]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Use \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    \u001b]8;id=848825;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=975072;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mthe billed FlexCredit cost after a simulation run.                     \u001b[2m             \u001b[0m\n"
      ]
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       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                   \u001b]8;id=583430;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=573885;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
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       "</pre>\n"
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                       \u001b]8;id=532765;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=361969;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
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       "<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\">[13:08:06] </span>early shutoff detected, exiting.                                     <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m[13:08:06]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                     \u001b]8;id=53693;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=870391;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
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       "</pre>\n"
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                 \u001b]8;id=534146;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=723742;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
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       "<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\">[13:08:12] </span>loading SimulationData from data/bc_example3.hdf5                    <a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#512\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">512</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[13:08:12]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/bc_example3.hdf5                    \u001b]8;id=446828;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=730580;file:///home/momchil/Drive/flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#512\u001b\\\u001b[2m512\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim, task_name=\"bc_example3\", path=\"data/bc_example3.hdf5\", verbose=True\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "#### Visualize results\n",
    "In x-plus, we have a PEC, so Ey and Ez should be nearly zero on the x-plus boundary.\n",
    "\n",
    "In x-minus we have a periodic condition across from the PEC in x-plus, which just means that there's also a PEC in x-minus. So again Ey and Ez should be nearly zero on the x-minus boundary.\n",
    "\n",
    "In y-minus, we have another PEC, so Ex and Ez should be nearly zero on the y-minus boundary.\n",
    "\n",
    "In y-plus, we have a PMC, so Hx and Hz should be nearly zero on the y-plus boundary.\n",
    "\n",
    "Each of these cases is verified below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:22:07.545744Z",
     "iopub.status.busy": "2023-03-28T01:22:07.545516Z",
     "iopub.status.idle": "2023-03-28T01:22:09.543043Z",
     "shell.execute_reply": "2023-03-28T01:22:09.542446Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_freq\", field_name=\"Ey\", y=0, val=\"abs\", f=f0, ax=ax1\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_freq\", field_name=\"Ez\", y=0, val=\"abs\", f=f0, ax=ax2\n",
    ")\n",
    "fig.suptitle(\"Notice that both Ey and Ez go to zero on both sides\", fontsize=16)\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"yz_freq\", field_name=\"Ex\", x=0, val=\"abs\", f=f0, ax=ax1\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"yz_freq\", field_name=\"Ez\", x=0, val=\"abs\", f=f0, ax=ax2\n",
    ")\n",
    "fig.suptitle(\n",
    "    \"Notice that both Ex and Ez go to zero on the left (PEC) side\", fontsize=16\n",
    ")\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"yz_freq\", field_name=\"Hx\", x=0, val=\"abs\", f=f0, ax=ax1\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"yz_freq\", field_name=\"Hz\", x=0, val=\"abs\", f=f0, ax=ax2\n",
    ")\n",
    "fig.suptitle(\n",
    "    \"Notice that both Hx and Hz go to zero on the right (PMC) side\", fontsize=16\n",
    ")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Example 4: Bloch boundary conditions along x and y to allow injecting an angled plane wave source\n",
    "Finally, we'll use the Bloch boundary condition in combination with a plane wave source to demonstrate the injection of an angled plane wave. The Bloch boundaries are used along the x and y dimensions, while PMLs are used along z. The Bloch vectors are automatically computed based on the angles defined in the plane wave source. A dielectric background medium with a relative permittivity of 2 is used.\n",
    "\n",
    "We'll test this set of boundaries by placing an angled plane wave near the lower edge of the domain and observing the plane wave in the frequency domain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:22:09.545436Z",
     "iopub.status.busy": "2023-03-28T01:22:09.545254Z",
     "iopub.status.idle": "2023-03-28T01:22:09.737972Z",
     "shell.execute_reply": "2023-03-28T01:22:09.737404Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# First, define the plane wave source, since it is needed to define the Bloch boundary in this case.\n",
    "# Note that in general, the Bloch boundary can also be defined by just providing a bandstructure-normalized Bloch vector.\n",
    "\n",
    "buffer_source = (\n",
    "    domain_size / 10\n",
    ")  # distance between the source and the bottom of the domain\n",
    "plane_wave = td.PlaneWave(\n",
    "    center=(0, 0, -domain_size / 2 + buffer_source),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    source_time=source_time,\n",
    "    direction=\"+\",\n",
    "    pol_angle=0,\n",
    "    angle_theta=np.pi / 3.0,\n",
    "    angle_phi=np.pi / 6.0,\n",
    ")\n",
    "\n",
    "\n",
    "# create the Bloch boundaries\n",
    "bloch_x = td.Boundary.bloch_from_source(\n",
    "    source=plane_wave, domain_size=sim_size[0], axis=0, medium=medium\n",
    ")\n",
    "bloch_y = td.Boundary.bloch_from_source(\n",
    "    source=plane_wave, domain_size=sim_size[1], axis=1, medium=medium\n",
    ")\n",
    "\n",
    "bspec_bloch = td.BoundarySpec(x=bloch_x, y=bloch_y, z=td.Boundary.pml())\n",
    "\n",
    "\n",
    "# initialize the simulation object with the above boundary spec and source\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    sources=[plane_wave],\n",
    "    monitors=[monitor_xz_freq, monitor_yz_freq, monitor_xy_freq],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=bspec_bloch,\n",
    "    medium=medium,\n",
    ")\n",
    "\n",
    "# Visualize the geometry\n",
    "fig, ax1 = plt.subplots(figsize=(4, 4))\n",
    "sim.plot(y=0, ax=ax1)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Run Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:22:09.740398Z",
     "iopub.status.busy": "2023-03-28T01:22:09.740240Z",
     "iopub.status.idle": "2023-03-28T01:22:33.615049Z",
     "shell.execute_reply": "2023-03-28T01:22:33.613370Z"
    }
   },
   "outputs": [],
   "source": [
    "sim_data = web.run(sim, task_name=\"bc_example4\", path=\"data/bc_example4.hdf5\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Visualize results\n",
    "In shown in the plots, the plane wave is successfully injected at the specified angles without reflections."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T01:22:34.034621Z",
     "iopub.status.busy": "2023-03-28T01:22:34.034473Z",
     "iopub.status.idle": "2023-03-28T01:22:37.564568Z",
     "shell.execute_reply": "2023-03-28T01:22:37.563890Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1300x400 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1300x400 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1300x400 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(13, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_freq\", field_name=\"Ey\", y=0, val=\"real\", f=f0, ax=ax1\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_freq\", field_name=\"Ey\", y=0, val=\"real\", f=f0, ax=ax2\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xz_freq\", field_name=\"Ez\", y=0, val=\"real\", f=f0, ax=ax3\n",
    ")\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(13, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"yz_freq\", field_name=\"Ex\", x=0, val=\"real\", f=f0, ax=ax1\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"yz_freq\", field_name=\"Ey\", x=0, val=\"real\", f=f0, ax=ax2\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"yz_freq\", field_name=\"Ez\", x=0, val=\"real\", f=f0, ax=ax3\n",
    ")\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(13, 4))\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xy_freq\", field_name=\"Ex\", z=0, val=\"real\", f=f0, ax=ax1\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xy_freq\", field_name=\"Ey\", z=0, val=\"real\", f=f0, ax=ax2\n",
    ")\n",
    "sim_data.plot_field(\n",
    "    field_monitor_name=\"xy_freq\", field_name=\"Ez\", z=0, val=\"real\", f=f0, ax=ax3\n",
    ")\n",
    "fig.suptitle(\"Observe the phi=pi/6 angle w.r.t. the x axis\", fontsize=16)\n",
    "\n",
    "plt.show()\n"
   ]
  },
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   "source": [
    "## Summary\n",
    "\n",
    "* The fastest way to define boundary conditions with periodic and absorbing boundaries on some sides is through `td.BoundarySpec.pml(y=True)` (i.e., for PML along y only), or through `td.BoundarySpec.all_sides(boundary=PML())` to set the same boundary on all sides (in this example, PML on all sides).\n",
    "\n",
    "* To further fine tune the global boundary specifications, use [BoundarySpec(x, y, z)](../_autosummary/tidy3d.BoundarySpec.html), where x, y, z are [Boundary](../_autosummary/tidy3d.Boundary.html) objects.\n",
    "\n",
    "* [Boundary](../_autosummary/tidy3d.Boundary.html) objects have some convenience methods, like `.pml()` for defining the boundaries along an edge with more parameters.\n",
    "\n",
    "* [Boundary](../_autosummary/tidy3d.Boundary.html) objects can be further specified by supplying boundary conditions to the `plus` and `minus` fields.\n"
   ]
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