{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Setting up boundary conditions\n",
    "\n",
    "This notebook will give a tutorial on setting up boundary conditions in `Tidy3D`.\n",
    "\n",
    "If you are new to the finite-difference time-domain (FDTD) method, we highly recommend going through our [FDTD101](https://www.flexcompute.com/fdtd101/) tutorials. For simulation examples, please visit our [examples page](https://www.flexcompute.com/tidy3d/examples/). FDTD simulations can diverge due to various reasons. If you run into any simulation divergence issues, please follow the steps outlined in our [troubleshooting guide](https://www.flexcompute.com/tidy3d/examples/notebooks/DivergedFDTDSimulation/) to resolve it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:18:28.931768Z",
     "iopub.status.busy": "2023-08-18T17:18:28.931156Z",
     "iopub.status.idle": "2023-08-18T17:18:30.286325Z",
     "shell.execute_reply": "2023-08-18T17:18:30.285738Z"
    }
   },
   "outputs": [],
   "source": [
    "# standard python imports\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# tidy3d imports\n",
    "import tidy3d as td\n",
    "import tidy3d.web as web"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Define Simulation Parameters\n",
    "First, we'll define some basic simulation parameters, the size of the domain, and the discretization resolution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:18:30.288737Z",
     "iopub.status.busy": "2023-08-18T17:18:30.288434Z",
     "iopub.status.idle": "2023-08-18T17:18:30.308245Z",
     "shell.execute_reply": "2023-08-18T17:18:30.307679Z"
    }
   },
   "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"
   ]
  },
  {
   "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": "2023-08-18T17:18:30.310439Z",
     "iopub.status.busy": "2023-08-18T17:18:30.310296Z",
     "iopub.status.idle": "2023-08-18T17:18:30.497131Z",
     "shell.execute_reply": "2023-08-18T17:18:30.496643Z"
    }
   },
   "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",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Boundary specifications\n",
    "A [BoundarySpec](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_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](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.BoundarySpec.html) and different ways of defining it.\n",
    "\n",
    "A [BoundarySpec](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.BoundarySpec.html) consists of three [Boundary](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_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": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:18:30.499236Z",
     "iopub.status.busy": "2023-08-18T17:18:30.499054Z",
     "iopub.status.idle": "2023-08-18T17:18:30.722839Z",
     "shell.execute_reply": "2023-08-18T17:18:30.722434Z"
    }
   },
   "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()"
   ]
  },
  {
   "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": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:18:30.724902Z",
     "iopub.status.busy": "2023-08-18T17:18:30.724691Z",
     "iopub.status.idle": "2023-08-18T17:18:30.870760Z",
     "shell.execute_reply": "2023-08-18T17:18:30.870254Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "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()"
   ]
  },
  {
   "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": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:18:30.872789Z",
     "iopub.status.busy": "2023-08-18T17:18:30.872602Z",
     "iopub.status.idle": "2023-08-18T17:18:56.227861Z",
     "shell.execute_reply": "2023-08-18T17:18:56.227323Z"
    }
   },
   "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\">19:24:20 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'bc_example1'</span> with task_id                           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-3aff998b-bc01-4c50-950c-954a7a9825e5'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:24:20 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'bc_example1'\u001b[0m with task_id                           \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-3aff998b-bc01-4c50-950c-954a7a9825e5'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \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\">              </span>View task using web UI at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">01-4c50-950c-954a7a9825e5'</span></a>.                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=610083;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=49797;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=610083;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=729092;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=610083;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[32m-3aff998b-bc\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=610083;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[32m01-4c50-950c-954a7a9825e5'\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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=397180;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e262253ffb844c02bd71cd60be4b0f89",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:24:21 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. Minimum cost depends on task      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>FlexCredit cost after a simulation run.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:24:21 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task      \n",
       "\u001b[2;36m              \u001b[0mexecution details. 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 the billed \n",
       "\u001b[2;36m              \u001b[0mFlexCredit cost after a simulation run.                           \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\">19:24:22 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:24:22 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \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\">              </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Terminating the Python script will not stop the job running on the\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>cloud.                                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or             \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.     \n",
       "\u001b[2;36m              \u001b[0mTerminating the Python script will not stop the job running on the\n",
       "\u001b[2;36m              \u001b[0mcloud.                                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0af96b1f58b340ed9c82fc04d724e926",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:27:33 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:27:33 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \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\">              </span>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bcb5dc5d402f4bd4a1f05ad6fc8fdc0b",
       "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\">              </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span>%, exiting.                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m4\u001b[0m%, exiting.                            \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\">19:27:34 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:27:34 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \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\">              </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">01-4c50-950c-954a7a9825e5'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=621444;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=639494;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=621444;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=854432;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=621444;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[4;34m-3aff998b-bc\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=621444;https://tidy3d.simulation.cloud/workbench?taskId=fdve-3aff998b-bc01-4c50-950c-954a7a9825e5\u001b\\\u001b[4;34m01-4c50-950c-954a7a9825e5'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b57b5fdf941247fd8f739b8c9dedfe85",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:27:36 CEST </span>loading simulation from data/bc_example1.hdf5                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:27:36 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/bc_example1.hdf5                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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zCSGEeO+990R2dra48847xbPPPiv+9a9/ibFjxwqj0SjWrl0rhBDijjvuECNHjhT333+/ePHFF8Vf//pXkZ2dLXJycoivrkp3jgsGg+K8884TmqaJyy+/XDz11FPiySefFDfddJNISkoi9/WXv/xFAICYOHGi+Mc//iGeeuopMX36dHHvvfeG97nllluEpmni4YcfFm+++WY48k9HfriH6m7cuHHiySefFLNmzRIxMTGioKCA+Cof8sPtrH67or6+XiQmJor8/Hzx+OOPiyeeeEKMHDlSDB8+vF15Hn30UQEA4q677hILFy4UH3zwQZfnPsSQIUMEAIji4uJu7d9dnnnmGQEA4tJLLxUvvviimD59ugAA8de//pXsd6geVB/nadOmhX1sn3/+eTFx4kRhMBjEihUryH4bNmwQZrOZRJqyWCzd9iWeMWOGyM7Obuf/CgDCarWKc889Vzz33HPiL3/5i4iPjxd2u13069dPLFy4UIguxtCh+1JX2XfWH4YMGSJ++9vfdqvMzPEPT7g/Qw4cOCCmT58uUlNThdlsFn369BG33npru8AXHU244kc3oKKiImE0GkV6erq4+eabyWSyb98+8bvf/U707dtXWCwWkZSUJM444wzx+eefh/dZtmyZuOiii0RWVpYwmUwiKytLXHHFFWL37t1dlr27x/l8PvF///d/YvDgwcJsNovExEQxevRo8dBDD7ULnPDKK6+IkSNHhvc7/fTTxdKlS8Py6upqcf7554u4uLhuBb54++23w+dLSkrqMvCFSncmXCGE+Oqrr8T48eOF1WoVWVlZ4k9/+pP49NNP25WntbVV/OY3vxEJCQmHDXwhc2ii/tvf/tat/SPhhRdeEAMHDhQmk0n07dtXzJs3r93E1tmE63a7xR//+EeRkZEhzGazGDt2rFiyZEmH11m1apWYOHGisFgsIjU1Vdx6663C6XR2q4wbN24MB66QAQAxc+ZMMW3aNGG1WkVmZqZ4+umnxfz580VMTIy4/vrrheihCXfHjh0CAMi4YU5sNHEk9CgMwxxT/vnPf8Jdd90F+/fvb7fS9kThrLPOgqysLHjttdfC32maBg888AA8+OCDR/z6d955J6xcuRI2bNjAq5QZALbhMszxhxACXn75ZTj99NNP2MkWAOBvf/sbvP3228csPd9LL70EjzzyCE+2TBh2C2KY4wSXywUffPABfPnll7BlyxZ4//33j3WRjinjxo3r1G/4SJOcnBxRKkHmxIAnXIY5Tqirq4Pf/OY3kJCQAPfddx9ceOGFx7pIDMNIsA2XYRiGYY4CbMNlGIZhmKMAT7gMwzAMcxTodTbciooKuOeee+CTTz6BtrY26NevH7z66qsdZsc5xPLly2HmzJmwbds2yM3Nhfvvvx+uueYass8zzzwDjz32GFRXV8Pw4cPhqaeeCufh7A6hUAgqKyshLi6OVx0yDPOzQggBLS0tkJWV1WVyEeYIc6wdgWUaGxtFfn6+uOaaa8S6devEvn37xKeffipKSko6PWbfvn0iJiZGzJw5U2zfvl089dRTQq/XE2f6t956S5hMJvHKK6+Ibdu2iRtuuEEkJCSImpqabpft4MGD3cofyn/8x3/811v/Dh48+JOf04fD5XKJgQNzxX1/vuqIX+vnRq9aNHXvvffCV199BatWrer2Mffccw8sXryYBPS//PLLobm5GZYsWQLwo3vA2LFj4emnnwb48W01NzcXbrvtNrj33nu7dR2HwwEJCQnw69S7YLO/PPx9P40GtL8kF389jkqlcYMtJn94u7QhgcjWNsSEt3c207jAqwNrw9tXJZ1CZBdmY0aUvgMbiMwQi9uuShq8fsO+zPD27laad3RrE3aJr/00McCvEzE14EW59Hr9RmO8YmNxMpFBnJS5yOkiIv9uvIeq72xEVtpsR5mH5mI92IZ1va+FduM9Xqz7QdYkIhspfRxqp64bBWl4D/EF1KXEmINl01JjiQwSpM82JUuTRapfk5HKunrbkOND+/xU5pHiVbuU/LDNeE+ijt6fvxzr3rmf1uf+WuyTWxz0/jZJXXm7m/br/mas0D5xVPuTG4P3kGmh9VmYgDGiM4fTPmEcICVyiKd9Alrwfv07aB8s2YD38P5B2gffacJnxHgjTek4JBHLPSCWxgIf3QezFtmyaIalgFS9e3fR631QgffwWiNN7XiKYUJ4uyiB9oEJyRh/ujCZxgD3+LD/bKyj/fp/B7GuSwT1PR5hzIF36uZBc3NzOMXgkeKRv14Pr77yCVRVNcCuXXt6TXav3kCvmnAHDRoEU6ZMgfLyclixYgVkZ2fDLbfcAjfccEOnx5x22mkwatQoePLJJ8Pfvfrqq3DnnXeCw+EAn88HMTEx8N///hemTp0a3ufqq6+G5ubmbvsqOp1OsNvt0CfxQhgCQ8Pf/yqfTmQjk/AhYtDTwbmjCR8G6xrog/e7JnyIVGg0Ldn1mX3C2+dk1xFZVj4OyJCfDty9B/ABsKaODrLdTnzArG2pJrIRMenh7cvzPUQ2bgj+2IgZGkNkWhxOLKE6+gB1fofJENbvpenVaqSJdJ+L1ufOZqzDPX567+ck44+GM9Lo9Ybn14S37cPpJKDvL+WwzVLSpiVhG4kYZeLUd2GBkSfHIE38AAG8B01JCgFdDT/JdCEMyrUNUj2p5epqEpfKprUpE3Wj9HCvpAnTg3uw7h3f0TJ/dwD7y5e1dHJc0oB9ub+R5g4uSsB76GOjYyVdmpzH9K0ksvjheL+6VHo90YKTZduWNiJbtzUnvP3WAQuRbW7D/jIhLoPIBsTj/U5MpYkk+ubjhK8z0h/KlQewLy2poPf+UhUmq88WmUQ2PBH73bhk+kOrOBHbKBCkY2VTI47x/3eA1udW2AL7mj4Ah8MB8fHxcKSora2Ffv0KYdH7f4WXX1oMer0O/vOfT4/Y9X5u9Cpl/r59++C5556D/v37w6effgo333wz3H777fDvf/+702Oqq6shPT2dfJeeng5OpxPcbjfU19dDMBjscJ/q6mroDK/XC06nk/wxDMMwnTNnzk1w+ukj4PTTR8DDj1wH//3vCti8efOxLlavoVdNuKFQCEaNGgV/+9vfYOTIkXDjjTfCDTfcQHKwHi3mzp0Ldrs9/MdqEYZhmM7ZvXs3vPzyYpj79xsBACA/PwNuuXUq3H135xrKE41eNeFmZmbCoEHUtlJcXAxlZWWdHpORkQE1NTXku5qaGoiPjwer1QopKSmg1+s73CcjIwM6Y9asWeBwOMJ/Bw8ejPq+GIZhjnfuvfd6uOqqs6G4OF/67krYsGEXfPopq5Wht7kFnXzyybBr1y7y3e7duyE/P7/TYyZMmAAff/wx+W7p0qUwYcIPixJMJhOMHj0ali1bFrbhhkIhWLZsGcyYMaPT85rNZjCbze2+Lwz1hfPy0P46ML6FyNsCWKVb6+nCqI2N+PtmYyu1RxoFnvO23EIim5RZG95OTqK2yoZKXNyyrpraibY68JzfN9KFIBUCbXTXZFMb0gX5qGrPUhaz6JOxTgI11AZYtwxtWOsqqJ223I1l2aXkU5frYriN2lQvK0Bb1MRCak9OGrM/vK0rUn48peHiLrBSex2xt7qonQ924zm1OmpGCFbjChl/FbXFuhvRnuZqof2mVbJRC0HtySHRuYuZTkPboaZRu2msZOO0xdG2tSZhnRkz6RDXZ0iLoVIVW16S9LlvDhHp+2MShKQzaDucUYuLqE7fuZ/Ibl+P5V5TSu2Kn1TiePikji7EGhWLfXlHS18iy9mFds1x2dQslDoE68I6kLbDqSkVeHvK4ryPDmD/WVBBbcYHWrFP1ngSiWyIE+tzXAYd0ynJ2F/OVdrPqscx/noZHRArm/C4Vj8d000+XJcxJIEuiBsYj2P1vJw4InOV9YV9cOT46quvYOnS9bBz1+vk+8TEOPjz/VfB3XffApMn7wa9Xt/pOU4EetUb7l133QVff/01/O1vf4OSkhJYuHAhvPDCC3DrrbeG95k1axZMnz49/Pmmm26Cffv2wZ/+9CfYuXMnPPvss/DOO+/AXXfdFd5n5syZ8OKLL8K///1v2LFjB9x8883gcrng2muvPer3yDAMczwhhIA/3v17mPmHyyAjI6md/OabL4LWVjcsWHDfMSlfb6JXTbhjx46F9957D958800YMmQIPPzww/Dkk0/ClVdeGd6nqqqKqJgLCwth8eLFsHTpUhg+fDg8/vjj8NJLL8GUKVPC+1x22WXwj3/8A2bPng0jRoyAzZs3w5IlS9otpGIYhmEi4//9v/8H+0urYObMX3coN5tN8Ne/Xg+zZ78CbW1tHe5zotCr3IJ6M4fcgh4ZMAvGJ0uqPqDVt8WBrjKbG6lsgxd94zJEGpFdlodqzwlpVL0WZ0U1WaWDqoqW16AasLSVXm9NG15vhInmRb08X1LL9aEqtDhJjRvy0XPW7cH7W1VO1bjlblQXbVd8ib/x7glvT00sIrILs1GlNmwYtbVbRqCrg5aj+PZaJD9SxRdVVEnuE3uparhpD6q3y+qo2t8VQJnDT9WxLX68P0eA/lZt9aNquDVA1cTuINahn1YLBLsYfXrpNEblp7FVEsYaFHWzET/bDfSCcUZsW7uRqsVtBuwTeanU/zOxP8oMfakqWsuU6lD1Qfag6luUU59Zz2Zs9++/pz9+P6jAdl/UtJPITjL3D28PUnxYc6x4f6fmKOrm/viw15loG7Xsx7Zdt4+aQ946gH1is4+uJ5kYg+auwlh6zknp2O+y7NT01OJGdffaWvpW+HYZquyrtVoiG23G641Iotcbasf7E0BlXzdocP/uuT3uFuTz+WDw4D7wxz9eDtffcEGn+wkhYMKEW+Cii06G+//8Uo9d/+dGr3rDZRiGYX4+PDf/j2A0GuCaa8/tcj9N0+DRR2+CR//vTaitre1y3+MZnnAZhmGYiHE4HPDwnH/D3L//HgyGwy+GOu204TBp0gh46KHfH5Xy9UZ4wmUYhmEi5m9zb4EhQ/vA+eeP7/Yxc//+e3jllY9h9+7dR7RsvRW24XaTQzbc10f+EeINaH/Z7qTxaL9vQhvSt4EdRFYQwhCNl+ZSW9doKSSkVbGt7XWgzWVtA3V12OVAG9mawAoiuyZ5cnj7omxqxywqQBcGYwy18zVXoz35mwpqW9vdgve7w0GP+9qHLl0X2YuJ7OIcvH47O+1QtEtrSUrcXL9kTy6ndsWWrSjbuZ+6T9R7sZ7qvDSMZqUbf2dWKdENK11oqzwYojbHASa8Rn4ste9mS3WYbqbtl2jCz1Y9lRl1ilFXwh/CcrqD9HpNPvxc56UyOcb0gVZ6vd0+bPdcHbWJZ9mwnjIVU2yWFcuZaqbhBlPMuMZA7lcAAHFD8M1Hl0Pt5WBEmWik7meeLWjzVO2775XjeHjfQcfYeNPA8Haxnb5PDIjDsXJSNu2DCRloN/W30ePkvvV+BbV/Lmj4PLw90XA6kQ2041iZkExdt/racTy4lbUCG6QQjf89SDvofh0694w10DE2LBHrc1A8jVvtDHjht5v+0WM23IMHD8LAgf1h+Yp/wujRA7txBHLrLfOgpqYJ3ntv5U8ux88NfsNlGIZhImL58uUwbHjfiCdbAIBbbp0Kn3zy9REpV2+nVwW+YBiGYX4emE1GGkSmu8cZDSfsux5PuBHiC+lgUzOqirY0UpXdxtCW8HZBqD+RXZCDLjXF8UraNEl9+L2SdmuTFKFqi5JEoVaHrg93ZU4msrMzMO1dTjpVx3rbsOm37KOqxXWNGD1nL/VmgG9b0YVoiIW6Bf2jH6rMJ/ajcW3ih+I96Ow09ZtwoDrP9Q2tl+0l6D5V5qLRjyrdeA/7qUYSSpxS1pgQ9f2bmIIq7F9kUFWfnI0lM4/evDUfz6PPou5ZkCipwuNoFiWwSvfbU+n53FK5WxTfxiasjGAlvQe3lEWmqoxeW85mtb6Rmi5e34/XiNHRe+gnqSgLGqi6Mms7jo88Gy3noH6o1o0ZSB9FlsFYZ2NyqJvcgC0YJe3Ukj5E9l/Ja+fdGuruNtaF7j57XTQ2+rh67HcDMpS0k1n4+TIlA1iiCcfcv2v2EFljA46PVj/tL/U+HOPqs6BYihh1QTYdK++XF4S3vxbfE5mvHrOYeUPU1JUbo/SfHkFENeFGdcxxAk+4DMMwTOSIKCdPwRMuwzAMw0SA6DqfcxeHnaicmIp0hmEYhjnK8BtuhOxqMcDuZrSHfCe2EnmaQDvj2RnU/tLPJtkVA7Tqd7agK873TfQn4HdutEUZNWo/uzET7cSnplE7bXIc2syq6uxEtk7KZLS7hf7u2tqErgi10ERkV2WhHeycbOoCkleM1zemUkf4YAPWWfVaeu9fV2SHt2sUF5fSVgxRt8tB7a2eEH6ekkXdiS7PR1lxHxrZxjYEbYK6AiVcZJpkJ7ZRG3w7+6tMSGozv2IvC0h2P9UWG+ri575OCs9nUIZqomRjTVPuQTpODUcQK12/vxIOs38ttvUF+2lYRNdWdDPZsY+GJV1Vh2X5qIIa0y06LPdAO7XvFjaiXTP9O7oWYrzktpM6gNZZfDHe1VkpNNRifzv26yVKxqrXKnEcHWilWX9qPThWB7RQG/y4FOzX8pgCAJgshVA062h/easSx8eaFmpLdwUwQ5fTT+ulKA7XNMjPDFCeKYtq6JoGef1IsGEIkbUFj8CjPlqVMttwGYZhGCYSeNFUpPCEyzAMw0QOL5qKGJ5wI+T7Rh/s0ZWGP1uAqo3PSEJ1W4GNqsI8kuvPDidVT26TIlRtDpQQWYrASDuXKtF6TkpCNyGLgarldkruRavrqZrsQKsUEctL3RlGmTDh9w15NCH8hDxU4dmzqLpL0vDCga/o9VZXYb1Ue6gKu6QF1aqb2qqIbIwNVW/X96MZUCbko3tI0kiqNtb3k9SsCdR1hKiG3TSZOlSgGjBUQ9WAwWrc112lZJtpQrVqUyu9d08AVaAhJYtLV2tONGlXnbLSxGLA9kuMpWrOuEQpCXsmPU6fgaYLXbri2mTHcutGFxJR3FDsyyc1UzeW0SU4HqZvom279gC23yeVtCyvlmNbj4zJJLK9raguzThAH9CnZGJbZ+TTNsobiOrfy+KoyjwvBt10/ldGH32Lm3EM1LppwvuDbdiXTkmhdZ0diyr0ccnUZU/TMELVf5UoaWs9GNrQXdePyFoD2EbF8fQZUmDDMS4/awAA3m/Ca2wBGoHL00jbs2eI9g33xF01xRMuwzAMEzlsw40YnnAZhmGYiNFAgBaFejiaY44XeMJlGIZhoiMqGy6rlJluskcrBU8IM/ucHTuMyAts2AG9IWqv2+pA2+H2ZprN43uBNpfMUB6RXZSFdtsh8dSGFBJ4jY311NVhQxPaDkuc1Fa5PrQqvH1VEg0JeX4m2qWKMuuJzByDNqTKEmoD/KYG7b17XbRrlTixXjZ4adjHM2LRxjq3iN7DmL64b/xwek5dtuTqZKC2Q+FA+13ge2rfdZZgveytoi41zVKWoZYAtcU6/HicM0Cv5/RjO7gC9IHSJpnWfUEqC3bx7NFL3cekp30pRqoKm4HeQ7wRTxpvoA9EuxFtv3EGGqYwwYx11jeznJ6zH+5ryKftLtvLUwvo9S6oQDvtaYrrz/q96LbzYQW9v9drsd1HmwuI7KAbbbF9a+gag5PSsb8mp1IXpYn5WJYkEz1ucRW69LzW+DmRjfGeGt52+pUsX4kYQrGPYkuXx6o/i669eF+KOvltcBuReRswC5AnSEM09o/DOpSfNQAAk3x4Dx+0riKyPVop9DgiSnss23AZhmEYJhLYLShSeMJlGIZhIocXTUUMT7gRUu3ZAufHXh7+XKh4Vsgqwh1OGudnexO6a2wFqkZKEugWcXY6VT8NiEX1sy+kRIVyotpzixKhaocLIwc16qha9dZ0VCOfmaa4ViShyrytjaq0NpWji9KGJguR7W+V3XtoppaBJjzuob40U8vJ+QfC20lDqNpRn4zXEB4q86xDF57K3bQhtjegS1STn6oPa73YLlVKop2KNlSdlvuom0e6AV3A+sXTdsiT1HuD42k5k0zo2mEzUplZR9W6Mt4QltOlJClv9KF5Qo3OVeZC9exqJz1/TQBdenJMNMJRdgzWdWYdlaXtktyQjPScg5IxclfWANqXTDnYf+zjaH+Z1A/7yLCt9B4mHcA+8v/KaL9eVIvHqe5E+1yobh7dRM0oA5NwPPRNoRHUpuqw/eKN1MSysG5XeLupmbritPpxrDYqGYEGxHqkbWpCksf4+7W0nJs1jF4XaBxMZAGB9Vlgo/UiP4tO9k4kssWtb0HPI6L0qWWVMsMwDMN0H37DjRhOXsAwDMMwRwF+w2UYhmGiQPAq5QjhCTdCRhnPgT5xWG2aYo8olexnctYdAIBd2s7wthmoy8mZiWh7KoihNjI5JOT3DmpTlUNCbg0cJDKzhjazq9MGEtnEFLTlJVqpDamsEd1t1jdRu1SJZNbc4aRuF00a2n6vyKSZWqZkNYS3C/s1EpkpDe8v2ELVTQ1bpJCXFelEVu7Guqh0U2VNqRQuco+bhtXLN6N9ckIqPe6SXGyzfunUhptQiC4nhhzqHqJLlUJ82mnbglXKZGRUMg7pqDsMoasMRG4pjqbDQUShOmzbQDntg82lWGclNbQsm5qwnGvraDsc8GJd9LfSNQabmrHvZlVSG2eOFW2XI7LpOoIEyYUoaRC1bU9J2R/eHmBPIrJPK7FvvVlF1wrsd2HfrXHTDFK7W9HeOyaR2prlMXB6Km0To4Zj5781NIvSOjeuP3D56dqEFj+OvwFx9P7kMS6PfQCAD5uxPdW1Hv7GovB2UNA+mC6ZyOVnFADAKO85sNK9G3oUVilHDE+4DMMwTBRE6RbEkaYYhmEYJgIEgBbFhKuxSpnpLn1tMWDRY4epoho72NqMX+zV0Sw8vhCq+n5hG0FkedISfzVC1c4WbKbtTdS9YDtgZiG7oBGHpqajem9UIi2oUXKD2NFEVYRfN6CqsbyVqrc3BlEtNdo8gMh+n4vqynFZFUSWmIH+NyE/vb8D36A69mslclC15MKznyapgR1O/CJWR1XtZ2fjPdyZSgd4vwEYxchSrKiGc6RIV4k0whGYpWvolPWGcpL5oOLqIyed99L2g0AXDyw5epZeSSVvk8odTzNW6QpRdWoaQ8+fJl0/rYlW6PhybLNrd9D+UrIb+9bqOiKCzyrwnCtC9P6KpbJtddIIahn7sJ7Gp9OIZunZqPIt6ENNEL+OQfVvfgxVYb93EOvsMxfNmFPvwf5a3kZNJeMl97MsK713eeyEgKp/F9WgmlweGwAAnnrMAuRWIkYV2vDe8xT3ntN8WM7FrtVEtkd6poSaaML7IQnYJ+RoY/Djc2sltZD0DNGEaeTQjgzDMAwTCRxpKlJ4wmUYhmEihxPQRwxPuAzDMEwUROsWdCTK8vOAJ9wIiTNpIJtRtzlobMAyHboJ1Hp3Etk51kvC2/mx1I5JQ0JS2Q7JLrxTo3apRIGuMuekULeZojh0HQkKes7vmtGGtYmayGCfC+9pK3xNZFfYz8TrZVJbV3Eauv6YLdQN4uB+tBNvqKNuHvtcaJ+U3XkAALZ40O1jqIWG8bu5H2b2mZhL3TVSh2IjGfrYiQziqMsSoUWy1+2jdkV/JZ7TVU2HTlMTugLVt1G7sF9y6woKavvt6nml09DOp9e8RCbb4FNiaDskJmL72TJoOxiz0JaoS6VuM7L9OiaHZm0aNh6vMWgfzfZ08RY855qD1Ma5uAJv8K2qKiKT23Ofi/bdPpItf3Qq7aApieiONj67hsjsRrQ1Z1QVE9mbji/C20OaxhOZ04dtNjKJ2nfzY7Dui+KojfqcIJZ7cT2t6++kEI1yBiAAAE8QbcZ5tBkgXzLJT/ROILIl7v+Ft/Vm6tYVas4Pbw9WXNNsxi7cz6KF3YIihidchmEYJgrYLShSeMJlGIZhIkfwKuVI4Qk3QtwBgKo2VDFVaNT9pcyFKthxlkuJLD+u8+oulTw0VDV1iaRGtgB1AZmUgOrRvrFUpSVnFtrZQt0Stjfhr8zdPqo6dehQNXxD0llEdrqU1DsvnkbraXGjivdbJeLQ5maUlbvoL9zv3agO7mtMJbI/FOJ5Ts2ldZ02GN1DDJlUjQs6/Bwoo/4Q7lKMPFV2kKpO97egOtEVoO5SLVLSeYefqoabfaiya1US0Lulzx41AX0XP/b10iUsSgJ6qwE/xxqoyjzBhNewb6cXiJMS0tuUBPQFcdgJ83JpNh1rIRZGn07rOkNyu7qw6gCRjd+GqtNVirr5/XIsy4d11NdoWCuqave00r40Qsq6VZRIo2wV2rGtz9doXccasS+/3bidyBwuVEW7lOxSjYl4D31sdIzJY25SgJoqPnbg+NihKRGjmlHFHBRU/ZsmRYxSnxmj/OeGt9e5/ktk+hjc16y4YGUqwc96jKhUyifuhMvJCxiGYRjmKMBvuAzDMEzkCE5eECk84TIMwzDRwYumIoIn3AipagvAfsBwbuW+TUReEDMxvN3HQu2tJikzTEUb/ZUnhyks1e0iMr9Am+7kmFH0ejbZPkgtBDudkg23mboz7BKYjcWomYnsiuRB4e3xSdTlJMGM5zngjCey9Y1o29tPEwnB7ha0Zzk0alP9dQbavqZkUheQPn0lV6N0xbVBMkE61tGMRyUH0Q63p4W6nDT6sF6qPbTOKiT7coVHidspobpd9I3F40ZZaWafFKnO4oxUZlLsqDK+ALpLtfipC0i9F23yFW4q29uK9fSpg9aLTLaF2mKzbVhnGdXUdSvpO7y//nE0JGS/XFwDYKMJcyBtKF7/grRSIhuUgHbTT6uoffedanQH299G+1mtB8fV7hZq8x8j9ddEM3WlmpiMba3TBhHZe/Voe97o30tkrjoM8dnip2shCmwhaZuO6VOkEI2ftNEQjfK6jGAzzeQlh8NMMNE+3ycGZTW6iUQmP4t0JiUUaBu1g/cIgiNNRUqvtuH+/e9/B03T4M477+xyv3fffReKiorAYrHA0KFD4eOPPyZyIQTMnj0bMjMzwWq1wuTJk2HPnj2dno9hGIbpBiER3d8JSq+dcL/99lt4/vnnYdiwYV3ut2bNGrjiiivguuuug02bNsHUqVNh6tSpsHUrOp0/+uij8K9//Qvmz58P69atA5vNBlOmTAGPp/Nf/wzDMMxhEKEo/k7cCbdXqpRbW1vhyiuvhBdffBEeeeSRLvf95z//Ceeccw7cfffdAADw8MMPw9KlS+Hpp5+G+fPngxACnnzySbj//vvhoosuAgCA//znP5Ceng6LFi2Cyy+/PKKy7RXlUBdClZNJT8PE9IfC8LbNQNVBDV7saDtaqDvDQR1G72nyUdXbZMvU8HaeEqHKK2ln9irZdHZJ7kV7lMxFNkCXl18m5RPZULsUpUlHB8dWKULV+gaqtqpqQxeJzYK6XYw3Dwlv35RrIbKx6RiBKDmL3oQISGr4jbSuN9SiClRVq1ZK2uD9LdSVY0cQ1YdnxNGMQOdkoYp3RDLVi2cXoDuRpQ+9nj5DMh8kKqGDbJLMpAw5NQuQjJx1yEfvAVzSDTZRFX2wGuvQs4+qsCukiF+bG6h6dE091vUHjdS9p1ifE94uiKNuSFn1+Dl7J73e6DRUNyen0/qUzQW/tlL1b6ENVaAfHKTvBZ+3fR/eHuGmquEKKcrXmGR6f9lW7NdyHwcACIRwDHyo3PsWQPWvp5Fm6HEH8Xo5iutNntTs45WIUZ97FoW3NRO9v6CzT3i7WKlr+ZkiP2sAAOr0mDmsOkgj0gV1SpaqniDaRVMn8ITbK99wb731Vjj//PNh8uTJh9137dq17fabMmUKrF27FgAASktLobq6muxjt9th3Lhx4X06wuv1gtPpJH8MwzCMRCgU3d8JSq97w33rrbdg48aN8O2333Zr/+rqakhPp4ti0tPTobq6Oiw/9F1n+3TE3Llz4aGHHoriDhiGYU4ARJQuPmzD7R0cPHgQ7rjjDnjjjTfAYrF044gjx6xZs8DhcIT/Dh48eEzLwzAM07sQUb7hnrgTbq96w92wYQPU1tbCqFHo+hIMBmHlypXw9NNPg9frBb1i88rIyICaGpoxpKamBjIyMsLyQ99lZmaSfUaMGNFpWcxmM5jN5nbfN4kKaG5De+uo2MuI3C7Z6NxKGL/9UhaeSj2dwCta14e3J1ipXTkvFs+p9lU5JKTsWgSKe5EJqIHprHgM/dYvlrqmyJmFNjdT15EtUkjIA24a2nG3tjG8fbn9dCL7RQYuUCtKpmEDLRa0+x0ope4omxvQ5ri/jbZ9uQsrY2crtYkn6fF+z8mm3fzBDLSxFhRT27a5CA1vWoaaZUhyQTEotldZTabaW92SfbKFhu2EQOduQeQa6vXMkn0yj7atvgC1ObYx9PwDpOv3r6bhFC/cif1n/w4a1nJVNV5/SQW1065rxHMWxVIXnp0tOOYKqmhZRiSjTTzFTu27Y9OxbHEGGn4zrRoXUr7lWEHvz4nPDqef2tKHJmJfzouhbSSPgbMCNCzi4hYs206Nrk3wSi49/hB1A5RDNMpjGABgRGBKeHut6y0i08fi+gBjCz2uwIZtbVfWA/Txjg1vb2x9m8gMtiPwAhPtGy7bcHsHZ511FmzZsgU2b94c/hszZgxceeWVsHnz5naTLQDAhAkTYNmyZeS7pUuXwoQJPyxSKCwshIyMDLKP0+mEdevWhfdhGIZhIkVEuUr5xLXh9qoJNy4uDoYMGUL+bDYbJCcnw5AhP6xynT59OsyaNSt8zB133AFLliyBxx9/HHbu3AkPPvggrF+/HmbMmAEAEPbjfeSRR+CDDz6ALVu2wPTp0yErKwumTp3aaVkYhmGYLhBHxw937ty5MHbsWIiLi4O0tDSYOnUq7Nq1q8tjFixYAJqmkb9jbaaE3qZS7g5lZWWg0+HvhIkTJ8LChQvh/vvvh/vuuw/69+8PixYtCk/QAAB/+tOfwOVywY033gjNzc1wyimnwJIlS6JqgCb3PsiMGx3+nAZU7ShrSyraqJ/vAT26+1S5vyOyPrbTwtv5ZqoKk7PGVCoRqrZLqtSDut1EFgRUm0220AhVcpJrb4i6GpU0o0prZzNVH+4N4UKzNj1VKV+bOCm8fUoKjdKUJ0Uncripqv7bGlTVft+suPe04a/hHW0NRJZpQPXltQU0afjpUmLyrGFUXWkokNTGtmQigwBeT01AH6hG1XBrOR069Q14ztouEtALoHUdEp0PQSkwGWhA1bFGHbZLmpKAPiUZ6zo2h6pODRlY97pkqoq2jMW6GDiIupH03Y+ucGd/T/vnigpUYX9QTq/3fSuu7i+OoeaCXS3o1jUsgY6jAfF4XJ4S2eoX0rbVMInI/tuEKl+Hl/YJVy1Gs2pOoP0sNwbbPZ9qhuE0f1F4e4mbejbs0+H1/M4BRDYohPcUr0SMyrdiHdboTiOyg240L4GSBMvY1je8nWyi4yhNw+vJzygAgFoXzVbUYxyFRVMrVqyAW2+9FcaOHQuBQADuu+8+OPvss2H79u1gs9k6PS4+Pp5MzJqmdbrv0aLXT7jLly/v8jMAwLRp02DatGmdnkPTNJgzZw7MmTPniJSRYRiGOTIsWbKEfF6wYAGkpaXBhg0b4LTTTuv0OE3Twmt4egu9SqXMMAzD/EwQUa5S/lENqMY58Hq9h70kAIDD8YNWLykpqcv9WltbIT8/H3Jzc+Giiy6CbduO0Ft+BPCEyzAMw0RHlDbcQCAAdrud/M2dO/fwlwuF4M4774STTz6ZmA1VBg4cCK+88gq8//778Prrr0MoFIKJEydCeXl5D1dAZPR6lXJvQ6cZIF1g6DWjjv5mafSh7atER7OONPgx9JrFSN0uCgWGlrMa6DkbPGjz2O6mdsVqHdqFHX7amc4yXxjezrFR+4VPWihY2kplux1oE9yro2Em9VKXuSSBhtUbm4S/UOOM1Ja3z4n2tI1N1PYku/fsdVG7sFND+91lWVQ99IsMzCzUbwC175pzpBXtOrq63bcTr9G4n9rxd9agHbPBR9uoNYDt0uynbeT0Yx06fdRG1eKXMzpRWaALe5ZBMuJa9LSN4oz4Od5EbZXxFWgTT9hBV4TGGvBzsonaaYvSsQ6TCuj6A0MqtnvOBGozvrQc+/mI3dQmvrQaP79dRQPN7G+TMt+4qS1uhxPfXkYl0jefRBPar+U+BwAQEtgn32+iaxq2CHQBa2ugYRFbA9gPspUQjfLYGec9iciWeT/AD9QsDH4XXmNQKIXI5DFe6KGhVeuM+JyQnxnqNTRfPyIyS/08PdSHyOq1rhcZRcVPCHxhMBigsZFmBuvIDVPl1ltvha1bt8Lq1au73G/ChAnEC2XixIlQXFwMzz//PDz88MORl7mH4AmXYRiGiYIo0/P96BYUHx9/2F1lZsyYAR999BGsXLkScnJyunEEYjQaYeTIkVBSUtKNvY8crFJmGIZhokOI6P4iuoSAGTNmwHvvvQdffPEFFBYWduMoSjAYhC1btpDgR8cCfsONkGRrP4gVqP5qC1HVaYWGmW+aAzSaVIu7Irw9LPZiIrMbUVfU6qO/Gg940UWiRldGZJWtmHR6YsxviCxHim4jR48CANjbgp1+d0v3I1SdE4/ZUgbFKxGVJLY5qIpwUxNev6qNqjK3wc7w9gQLtcvcnINqprGZlUSWkq1kuZeo34T3vr2KqvP2uVB9KCejBwCokbSl5S56f/sDqM4faaOJz4slr5YRCfT+Mqyonk1QkqKbjZ3XodeP99Dspeq2ajfew34XzYqzw4Ftu8lFTRAFBlTV5tho265vws9J+2gf7GPDexiUSc8Zl4ouS6pqPykWK7QghiZB/6AcVaBferYQ2WAPuuJUKW5kIxPxftMt1G1N7pPeIM3ss7gFM+js0OgCGo8UMcoTVCNGYd/NUSJGDQ+gk9Ka1oVEpsXi/RnbqL4534xvd/LYBwDI948Mb3/f+h6R6TWsizI9bb/sEE4m8jMKfnxulXv3Q49ylGIp33rrrbBw4UJ4//33IS4uLhwD3263g9X6g9/U9OnTITs7O2wHnjNnDowfPx769esHzc3N8Nhjj8GBAwfg+uuvj7y8PQhPuAzDMEx0RDXhRrb7c889BwAAkyZRn+tXX30VrrnmGoAO4jM0NTXBDTfcANXV1ZCYmAijR4+GNWvWwKBBg+BYwhMuwzAMEznip9lwu3+Zw0/qanyGefPmwbx58yIu2pGGJ1yGYRgmOjg9X0TwhBshcZAKQtKJ1APNfFMfwkxCDje1t6bHYpaTJKAuJ36pE1YFaEaZcsm9qMa9lcj6xqKaJdfUeZizchf9VbmjDZfkV+j2dHDED5xmKSKfC2OxnH7FLrzFgba17U00FGG5D11xSjVqr/u1/dTwtpxVCJTMQhYztdeV78M6/L6RZpQpdWHXrqFeLFDaguepDtL2m5KG9t7fZ1Fb7NBcbJeEgfuIzFAgrbhMV7MMSQ76ViWcaAcJOcIEpTp003ohWYdqaNafwH60+TfvouffchDtk6vqqe1wURXaZjP0dAVpYRzaC9c30Ww6hTa0mw5LovWZEI/lHJNObb+xUhagVCkDEADAO45VeP6WoUQmh2wclEjt19lW7OdyXwUlROOn7nVEVqLDceVuobbf4iC2nxqiMdeCY66vjqo8D7i/xg9KiEa9F8NAphioUH42yM8MAIBaF4aS1MfQ9jNr2LdigT4L4oCuOegROB9uxPCEyzAMw0RB5IkIAHjCZRiGYZjIEAAiismzOzbZ4xWecCPELCzQqqE7SqXk0gIA0OJDtyC9jqq7kjWMKGNQ1LH1AdR7HlCy/jT4UKVsM1HXigKB6j2jTjmnG9VrO321RFarQxcBV4CqJM8ynxveViNUeSXN9H4Hle1xoAq2FKgLj0ePrke/TTiVyE5NQVeZbBtVpze3oZpsXTVVi213okqtxk1V5ntapYw5Sjv8Mhe7/RlZVE2dOwLV68aBVO0PGbm4HaNExdEk9yI/PSe0Sa5ATTSSVpe/9uX2NNN7AKt0/f7ZRGToh+4hKROpG9IZ1ajyPWUXbaPfbkZ185eVVBX94UFs283NVNXePxbVl1sdtH8Oise6GBhP711u67PSaV8y6bGP/L9makZpDmA5XXVZVGbHespU1Lg5kpZ1vG8MkS3zfhLerlCein53QXi7KEjvzyRFAJPHIgBAvQnNDvIY/uFAaTtAswxZNSyA/MwAAGjQYeAG+VkDAFBpxj6YpVFTkFkc+9R0DE+4DMMwTLRE87Z64r7g8oTLMAzDRAEvmooYnnAZhmGYKOBFU5HCE26E+DQfuDUMX+f20YwXbi/aVTLixxFZTEgKCQnUDlahPxDedvhpSEiPD6/XN3YikVl12IStfuqKsz+AZavVaFi3Ghe65pxsvYLIsmydh4Tc40Rb6Z5WGlqxTI82K72SOmWqHUM2jkqk4QxjDFjuEicNqydnFlLttKUutNO2atT2++tstPdOyaLuKH2GoB3T1I+6T2g2tNsKLy1naD22kaeM1nVDFZ6nykHvwRtEe6han12DDya9Rt2CzHq8fqadhuZMzsR2seRRW6wuFd17VBt1YQ72yewSanOcuBVdeD6tpKEy36nENQCxrTTcYFUbft7qoPlL5SxAiaaAIsPPQUHDfX7gwBCN25U1FK1NmCWn1U/bNt0q2ThtSohG/xnh7a9cbxKZ7GGjU0KByqEyrXp6zhwN3Zm2uT8kMoe0rqBcCe2YHUS7bYwSojHRivdX7aSuTUYdGq0bTdS+awWaUapHiPYNlxdNMQzDMEyE8BtuRPCEyzAMw0SMiNYtiCdcprt4tBZo9qNqsc1HXWrMRlRl2nQ0GXcwhGrAWo2qOeXMQnJWIQCA1FhUqdlDNIqRT4p6VSmcRFaloQtBXdsOIutrw6g4WUaqBpTHw4FWqjrd7UZ1bJVOcXWQjjvbRiPk9JOi/qjjbasDVWHf0UBFUOtGteN2jaoPT4tBld3UHKqWOykP2yihkKrvNTOqdd3bqFq8dj/KNtfR9vMEUZXqDFBVbbMPj2tWvIKc0uXbAtEloI8xUFV0vORWklBLo0IlHMBzxq+n7WfRY38ZkUoz+6QVYF0Yk+j1+o7AhvmNndZZPxu6IS0qp+0gZwEa5KauKtVu3Hd4Ij0u1SxlIFIiRp3lLw5vf+z6hsj26TASk7u1L5ENCKJa3G6iquEsM44BNWLUvraV4W0RQ80augBGpUrRaDvIYzXFRoPm17Wiq5NOo/du1KMZJU7QCGryM0V+1oDyLNI0en+akboX9Qxsw40UnnAZhmGYyInahnskCvPzgCdchmEYJjr4DTcieMJlGIZhoiOqwBc84TLdxBmsAY/fEf7s91M7WHz8yPC2UdDwf60aHlcXLCEylxdDLxr01KaaoEnh65S+Wi/ZbcsVF4lmD2YrirfkElmuyAlv66m5B2rcaD/bHaDuBfU6PKcn6CCyyeazw9s5SuIin2T62uKgNqtdktGzIkDPKWcyutw+nsimZKArUFE6bQeTBd1K6nbTGH87atEOts9FQ941SrbYCuppBAdb0RirmABhbCoOJTlUJQBAXhy67STF0ZNaYhSDr4SnDeupsYX2ibIWdD3a6qT97PNKbD+fkq80NxaNvztbMoksqRw7Vx8bdUMqTsP6tcXR+xudXYMyA7V7p0hZgN5q/prIsl1o/2z20rUJAxPw3jMs9B7kvjXBO5rIPvd+Ft4u11NXI48XQy8OCNJ7t0ghGuWxAQBQL42dJk8pkQnJ1gyC2qgtgH2LjGEAaJJc6OSxDwAAUnNqehr2UX6m2Mw0zGSDc1N426Oj/dqpq4EeR0Sc2vaHw6I45niBJ1yGYRgmCqJcNHUCv+HqurEPwzAMwzA/EX7DjRCXtwZ8AXSRMCpL8y06dA3wa1T15gqhWs7jbyYyrw9VPmnxNJOJWcpeLWcqAgCo0VA11eqjaiNfAFWZfS00Q49FQ7eWZh9Vve0X1eHtBnGAyBo9eL2TLdOILMuG5/QraqOdTlTZlbRQtepBrTy8HVTUgFcmTAhvn5ZKM8lnxmJdqCrXPeXpeO0WmmmnXtKWysnoAQBagqg2/qWiF79lIKrvZTcZAADTUCmKUiFVV0IqumQIGy0nGJUsQDJ+LEumi9bZ4DqMInZuKVX7+7agbO9m6lbyeRW6Nn1YTvtSnB7LUhhH1fDrm1DNWhSnZAuyYxYguU0AAM5Iw9/0em0Ckf2vGV14HCEasa2lAa/XTylLmqQtlfscAMAI/+nh7a/c7xKZsKD6NxSgHbQgmBHetujoOTMlVfGOAFUpt0qq2goTPS4dMCqUWclAb5fU1LXO9UQmZxlr1tGMTrJbkPysAeVZJD+jjhgcSzlieMJlGIZhooJtuJHBEy7DMAwTORxLOWJ4wmUYhmGiI5q3VX7DZbpLINgGwSDaqWLMdLm/JtlG3SFqR3F60Vbp8VObldHYuW0mAGjXbNaonbbVj/bWFg8NCZkWh6EPY0M0W0ibhues12hZ6gTaqRradhPZANsvwtsZJup6INtt97XQUVXiRnefKh3NXKST6uyCOBoScqgdbawmHT3nziZ0JdncTF1j6j34K3p/K3VxcQi0BV+RSzPmnJ+HITdzTqbuGvrh2fghow+RgZXWBcGDtnzN0UJlgUD7/Q9hkIanWbH1Jid0vA0ApsF4v8WTaAjRAd9h2174FS3z4jK0Y755kPZdu4Y2yHLFlWpzM9qFRyTQdQt2I96f3JYAAO4ghmj8qOV7Itsjubi1OguIrJ8f210N0ZhhxrL11U4nst2upeHtkBqiUVo/miJoVqNYgWMn2dafyGpbMHSlGk7RYMQ+GQvUXUoe4/LYhw6eDaScZryG/KwBADAbsV5a2mjfDWh0fPQIHEs5YnjCZRiGYaKD33AjgidchmEYJnLEiR0XORp4wo2QQLAV9Hp0FzHqqXotIFCd5wlQ1x/ZTSegyOJiB4e3dUry9lZAd6ImH3VLaJOS05sMVBUdr0P3lFCQ/qyU1chVIRqhyulF1XSitZDIskQ6dEalC9WHe0PVRCZHqAoKqlo823xaeLuQ5m4nCdu/c1CXmu3NONrrPFSVuRMwk9HkuGIim5aL7iFjhtKIX9bhWAAtkaoWoQ7dgoJbqLuGey/eU205Vd+3eFCdFwKahaer9SOatKtOebLFWfB+03KomtraF/uPPoNWqL4P3lNeInU1uuY7rIshW6ip5N2D2M8/d9HMU0VtmJWnso323UEJqApPNdHMRXJbn+IdSmSfeTBDT5mOXq9NihjV159BZFaDlGRe6at1Ul9u9lCzRsgs9UmdEjFKoDpdHlMAAM0GdJtzeWnmMCEvx1UsAvIYjzFRlXJT67bwtk+jB7r0eA2LgZoS5GeR/IyCH59bPY0AEZ16mN9wGYZhGCYCBKuUI4UnXIZhGCYq2A83MnjCZRiGYSIn2jfcE9juyxNuhAjhBYMe7WAa0KX5PsllSLavAgAEpOw6RgO1Dxp0aCcKALVHtgWlkJBKNh1/AN0+7HGjiEwvsHlbdPS42hDa69p81PYUEmiLTdcp2Uok94kGLw3xV6qhPcshqA231Y/uTKeZLiKybBue06fYhLY4sH73OKjttzqINtU6PXWJ+k3S8PD2BVnUXl7UD+/XmEhtqp5taOuqpeZy2F6PbeYJ0ew2TT4sZ5Ofuoc0SxmIWvz0/rzBzp8+ZimDTZyRljPBhMclVtKsMYmb0VZqUVypBqWg7T6tkNr15LoYVUTDRcYYMGxgcuUgIlvY+F14O9WVTWQNHlxX0N9O7bup0vIHuQ8AAIzyYmaolb73iSxoxH7gCdFQkoVeDKNpVNx00jXsy81KyFI5LGqFidZZmq5feFseUwAAsWa0Ide3bCQyj04af3o6HmL0aLeVxz4oz4aAkpGrzYf3pNNofcrPIoOeriPwBml79hT8hhsZvS55wdy5c2Hs2LEQFxcHaWlpMHXqVNi1a9dhj3v33XehqKgILBYLDB06FD7++GMiF0LA7NmzITMzE6xWK0yePBn27NnT6fkYhmGYLjj0hhvN3wlKr5twV6xYAbfeeit8/fXXsHTpUvD7/XD22WeDy+Xq9Jg1a9bAFVdcAddddx1s2rQJpk6dClOnToWtW7eG93n00UfhX//6F8yfPx/WrVsHNpsNpkyZAh6Pp9PzMgzDMExPoQnRuwNb1tXVQVpaGqxYsQJOO+20Dve57LLLwOVywUcffRT+bvz48TBixAiYP38+CCEgKysL/vCHP8Af//hHAABwOByQnp4OCxYsgMsvv/yw5XA6nWC32wHACDFSpg+zgapuZJWyx0cjxgQlFWiMJY/IYs3obiAEdZ9o9aI6Ss0Cotfh8v80G1X1WXWYKUbOVARK1Ks2L1U3pcejajofqLuGRaAesFZH1WSNIVTTNbZR7cEw28Xh7REx1F0j0YyqzCYv7Y77pB9aVTqqNpaZlkxdOc5Iw+P6JneeOWV/I1UNb3difbYEqBpXTki/z0nV6UWS+8sZafRH3NAMVGEn5VOZIZmaJGQCDdgPGg9Q97Mt1aji/bKWynY2Y9n6xFO3kmzJsyrOQOt6UDzWWUESVWXK7G2gGYi+rMU6e7dhZwdH/EBmiKqb+9jwOLkPgNIPNrfR6Grfu94LbyfF0MhPSTpUKaeFqMuQR8O6PwBbiKzGiergGDN1/Yk3Y+YiOVsPKNHkal3biSwoqbtNBlpnsipajRjVKo3HNk8Zken1qKK3mKhZyiS5AnkD1FWszXMQAPzgcDggPp66D0bDa6+9Bi/e+0dYcvHZER+7t7kFxv53yQn5stPr3nBVHI4fBn5SUlKn+6xduxYmT55MvpsyZQqsXbsWAABKS0uhurqa7GO322HcuHHhfRiGYZjuI360x0b816tf8Y4svXrRVCgUgjvvvBNOPvlkGDJkSKf7VVdXQ3o6fWtKT0+H6urqsPzQd53to+L1esHrxcVLTqezw/0YhmFOSNgPN2J69RvurbfeClu3boW33nrrqF977ty5YLfbw3+5ubndOIphGObEIao33BN4wu21b7gzZsyAjz76CFauXAk5OTld7puRkQE1NdTOU1NTAxkZGWH5oe8yMzPJPiNGjOjwnLNmzYKZM2eGPzudTsjNzQWdzkqygviDbnKcz49vwqEQDZ2n02GIP72OZu8IhvBt2hugb9N+KSybnKkIAMBm6bxuZLutbLMFJSOJWclWYtNh9pdAiNqTa3QY0rA+uI/InB68RnrscCJLExiGzq+4/pQ68RqlQZrlpEGH51RdsC6KHx3eHhRPXYb0Go7qbbX0/jY1o82zmZpiodyFZan0KqEPC9BGNvuUg0SWcAHWmZhA713kRm7nAiUaYIYiyzyItr0pa78jsuaP0FXsg600NOeC/dh/ssw0VOa+Voy1mFBPQ0KOTEB7m81AMxzJdT/FP5DI3nduwPPrqI3T0YZ9t9BLXZtsRhxjaUBDGMp9q9a1jciCFiyL0NMnu02gvV7u46CMga6y9YCSdEfOMmQxUTut04V92a+48Ljl8aeEZJWfDTrlOSE/U3x++vjWQM4kRN+ldDorhEJ0jPxkRHTq4RNZpdzr3nCFEDBjxgx477334IsvvoDCwsLDHjNhwgRYtmwZ+W7p0qUwYcIEAAAoLCyEjIwMso/T6YR169aF91Exm80QHx9P/hiGYZhDaAChKP4inHCPlKvosaDXTbi33norvP7667Bw4UKIi4uD6upqqK6uBrcb3ySnT58Os2bNCn++4447YMmSJfD444/Dzp074cEHH4T169fDjBkzAABA0zS488474ZFHHoEPPvgAtmzZAtOnT4esrCyYOnXqMblPhmGYnzXi6KiUj5Sr6LGg17kFaZrW4fevvvoqXHPNNQAAMGnSJCgoKIAFCxaE5e+++y7cf//9sH//fujfvz88+uijcN5554XlQgh44IEH4IUXXoDm5mY45ZRT4Nlnn4UBAwZ0eD2VQ25BBn0KmIz4thsMUZ2kX4oEFQpRdbMcQcZqTiUyObOIp12EKlQx63RUDWiPQTcIk46qAdsCqLZSz+mXZEmxNOl7krFzrUKDHyNUuX3U3UYnRdYZYDmDyLIB7zeojLh9UkL6lhBVKfslFdovLFQ1O0pyqUlRogM1StGedjloF2/yotp4R5Cq2i9Oxnu/pj/NCJR/saSyO5WqjUP9MBoR6I7y79iQkky9BNtIrKLq5gPv4b4L9tCMQO81YGitYj01VSSasa4H2ukYTTLiOet99N43Sq5NSz2fEZlR6stxOqpS7hPCpPN6RT1aAehmtdvzJZGFQqjutioq3mRjP+iMRj/ee2Pr97Sc0ri1KJl9YiSZL0Qjdzna0E1ONS8ZiHsPPaesDnYrGYjkcatrF6EKVeZ6HXUH8/mdEAjW96hb0PN33w2Lz5kS8bH7nE6Y8PEnUbsF9YSr6LGi19lwuzP/L1++vN1306ZNg2nTpnV6jKZpMGfOHJgzZ85PLiPDMAzz00I7qp4fZrMZzGZzxwdJdNdVVF6DAz+6ii5atCjyAvcgvU6lzDAMw/wMiFalLAACgQDxArHb7TB37tzDXrKnXEWPFb3uDZdhGIb5eSBExybAwx1jMBigsZGuBu/O2+0hV9HVq1dHfN3eAE+4EaJpBpJNJxCkthkh0L1HA9oZdZJdRV2i75fOE1Rsv0K6ntFA7bQy3iBV0XgkG2tAyTJkNKBbhFGxBXkF2qLkTEWg2G29PuqKlWHHFd9GQW1ITQLvr0qy2QIAtATwV2eLl9pNx1t+Hd5OsVC3IJfknVLeRpU1pS1oW68NKmHudLjY4sasfCK7dCDa3dImK9lYCqVfzNXUtqbbjKsmAzvriaxlD/YDTYtuyYT6YIvrj+cxFFEXF8iQslkV0l/5+b/EsIE3f04z5qTuwrp4qZK6PcW0oktUtZuGMy2Mw7ZOpM1O2myw9xQi+9r9Tnjbb6bjyK9H+16mZM8FADBqeBG7mYZIrXZ0HjmuScpmJWfrAWUMyGMDACAghVP1KEpBvYaPUNUVRx6rHi8dm/IY9ylhGI16tG3rFFus/EyRnzWgPIvUsmhazz/qhQAQoSgm3B+PidSW3JOuoscKVikzDMMwvZYj4Sp6rOA3XIZhGCYqjkbgi1tvvRUWLlwI77//fthVFH6Mh2+1/qCZmD59OmRnZ4ftwHfccQecfvrp8Pjjj8P5558Pb731Fqxfvx5eeOGFyAvcg/CEGwUhyRVItFP/4rI9NUqMrOZR3YkCktpThOhyeTnRtE5RDQWk86iqKTlbiayWBgAwdaGaltXILi910/H6UWa10OwvFg1VRF6g91CnoYrSGaBq4xYpQlVe3MlElqRhVCg1WfvOZqzrMh9V2dVLCb9jdFQF+tsMVEOemUnVv3HpqKbz76Mqu9aV6Dqyq5yqHYUUBavFT+ul0Yftpyandwc7V8lZ9VKSeSNdDpq0F00Sccto22rQHN4emEPvLzYH942j2mY404lt6wlRVe3CamyjnUD7RH0zqunyTFRNGG/C+00y0KxGObax4e2ylq+ILGTBcgoDvfd4ycXMAvR6cp90e6lKkaCYCw0afqGODb8fzQdBJeG9W4r2ZFIyh8ljVU0WL4/xQFDX6XHtVMPELEX7p/wsCoUU3f4RQYvahhsJzz33HMCP7qAysqtoWVkZ6CR3vIkTJ8LChQvh/vvvh/vuuw/69+8PixYt6nKh1dGAJ1yGYRgmcqK04UKEE+6RchU9FvCEyzAMw0SMOEoq5eMJnnAZhmGYqDgaKuXjCZ5wIyZEMvuotlEZTaOGItm+GxLUhitku7AS3VsO4abadAJStiJ/gIaWC0luAjo9tS8ZJPuyX7FDy5lMfAE1DzDeg9XYeaSXJqB2WqcPbYBtSpjJWAtmcEoJZRJZUId1sd9F7cIHNTynU6MO7RbAMHeTE6gLwcBYrGu/Yj/bvg1DDH7XTOvML6nP6rz0oVHixHo5N4vaHC8cg1mVbOdS+y70p7ZSwh7MCOT6pIKIPlyPKzUX7qf2un7xeE/fNVN7pHE71ufwBGrzN+kxDKNcR6DU4XsOGvrwgIbxaZsC1O0i14/HWXTUrUtu60YLbfcWD/afoInaKoMmtF8bFGOs3Cfd3ioik/uyOo7k4wzK2gt57IQUFzO/ZLtX11fI19AU17uQ5MInlPUcQcm+q7rz0GeKYsOVnkWqa6FOO7yPa8QIgFAUKuUQp+djGIZhmO7DKuXI4QmXYRiGiYKjs0r5eIIn3AgJiQBZjq+qf+VIMKqKSVYpB5RE8l2ppvXEFYDuJ6uf2rkoSWUz6GmWoZCkGg4oamNZ9RZSMqCYTagyVF0dPAKPa/VTlww56pWqTo83YNYaLURVfTUhjJBVqe0lMtl9SVNiuJxsnBjeTqPeKNDow3bZV0PV4mVSs7T4advucWFd3NCH1uefr5ciM/1xOnRGRNq0QYPCm9aLqOjX8vY//kNkb7+VG95+cR+N4NTfhirmHQ47keVhMClIUNyQ5Doc3TqYyL4IYBagWthNZK16bKOsUF8i0wS2mdwHAACcAutTNUHIfTfWSH2b5D5pMtJoUl4fmh18gc5dcXQ62q/lsaNGc5PHXCBIVft6nUXaprIgau/bjX352WDQd+5qFFIi2cnjXXUZAkWd31NEN3nyhMswDMMw3UYIgFAUE240xxwv8ITLMAzDRMVPiaV8IsITLsMwDBMVvGgqMnjCjZAf7C2dW+K6ysoh22qEoNmCZPuLahuVc0yE2tl7WiQZPWdXISHlbEWq60+I2IKVDCh6NPQJESQyt2RT9fppdiJ/AF2NEmwDicysoZ2qRUePa5RseW4/teXJtr1R1kuILEEKKdigmLNKnPgLu9ZN66w2iHbaFOleAQD+OhS3J9xM3UNCl3dutz3iKDbjK3I+CG8XPEdtd49ux/vd7qLrCEpb0L6bZqX9JVHyKpHrFgCgn++k8PZG9/+ITHbpKTPQhkjSoa1Z7gMAAHFSiMZm1y4ik91t9Eq/NshZf5T288rjSFnvII8Bk4GGi+wqRKM85gKKyxB9Fqg2YzyPOm5B+ty126G6RkQ+T0iRdX4e5ujBEy7DMAwTMUJobMONEJ5wGYZhmKiIapUyT7hMdxEiQNx72tGFSjkkJ4xW1LHkFGrSaU1WhSkRqro8T+cRquRsRWpUGtmlwGigbjOyCi+gHOfydp5VxaBHNZ1ZT1V2foGuTS2CZqJp8WG0oDYl+0tePCY0TxRUfeiSXHoOuqgqsx5QfVir7SeykfqR4e3r+9F2HnOKdP2+w4kM3FJdWGlUIXCgmlynJMUWKdR1RUarR5V5KF1J7WOXXHrctB2gL6pjx5zyHRHd6EM17kslNArVJrEpvJ3moknfU1zYZkkm2j8TNaz7LNsoIitzrg5vB8y074J0GjXrj9xHDEp/kVW3Li9tI5sZMwm1UzdL55FNHAAAQWnfYIj6kXUVMQqCsvqXjkV5rLZLJC9/DqoqZTxPSEkyTyJGqc8aoopWn1FHRqUc1RvuESnJzwOecBmGYZiIERxLOWJ4wmUYhmGiIpq3VX7DZRiGYZhIEBzaMVIimnBDoRCsWLECVq1aBQcOHIC2tjZITU2FkSNHwuTJkyE3N7cbZ/l505XNFDqwlZJju8gIRM9BXQ9oliHFx6WL8sjh5FSbDg0JqdjW5HPoLZ3KfEp4SjlkY1CRWa1ogzQomUvkkJBObzmRef3N4W3ZVQQAIElghpmgUp+lXrSb1ugPEllzAD8P0U4jsjNzcEgUxFM3JHcVPijanqEZc2prSsPbqanUPcSSiHWvj6UPG83Y+cNHSHboYCu9P08T9rO6OupSk5aO19d09PwF8Sg7M5Paj5vKi8PbW8VKIms04NhO99JxHqthH5HbBACgSWozl2KDJ2PJTDM6yX3EbEwgslY3Zl9Sx4rcJ42KvVXuy37FpCnImgaalaq7IRrVsSiPVU2oWX9U1z/pNFJfbjc29VgvXT1r2p3zMM+taBBR2nBP5Am3Wy3mdrvhkUcegdzcXDjvvPPgk08+gebmZtDr9VBSUgIPPPAAFBYWwnnnnQdff/31kS81wzAMc8wRP77lRvp3otKtN9wBAwbAhAkT4MUXX4Rf/OIXYDS2/3V24MABWLhwIVx++eXw5z//GW644YYjUV6GYRimF/DDG27kx0VzzPFCtybczz77DIqLi7vcJz8/H2bNmgV//OMfoaysrMt9f95Q1YzWLvMFRvYRarQX6MKFR3Y9aKd4wPOoKiZZ/dQ+WbVB2k9VKaMriRqFRicl4FZVaHKmFn+AZqKRo/foFHWeyYCuIyGlLO4Aqm79QXpOuZzxJqp2NAr84dcANEJVjQ7Vjq0+mpw+04gho0bbqTo2wYhttKuZuqN8UpES3jYozd4mNW3trjQie+A0zHIU9/hV9EBDF0MwgO3Sdv1rRDRnNWbeUbMhxZTj9QPKw62PDfuPmhFodCLWRa1jAJFV+baEt71GmkEqXfQJbxuB/hiX28zppi5Yfim7jtwHAACsBlR3y30HlL6lRozyB/CcehM1Xch9WackmRdduMnJLj1djjFlHJGxqowHeYyrqmHZ/KM+M+g4plHE5GdRe5NVz6uUQfAq5Ujp1oR7uMlWxmg0Qt++fbuxJ8MwDPPzRWuXIrA7CE7PFxkejwe+//57qK2thVCI/kq+8MILe6psDMMwTC9FRJu84EgU5mdCxBPukiVLYPr06VBfX99OpmkaBINHQHXBMAzD9Dqii6V8RIrysyDiCfe2226DadOmwezZsyFdDTd3IqIpbh6SPabLEJDqaSR7TNc2ne67E3VVFpK5SDmnHD5OtSfLWYZkNyBQspUYDSlEppfOGVBcmzxSZqGAYsONMaObiQ0SiSwg2aXUEI1tkk1Qrc8h+sLwdgI1UUOFG9uhpIUe5wlgHTb7aTi+V36BISiT3lQzB50GUSHZd+MWXEtE/5C2G6/4D5H9binWWYKywHGnAz/3i6N9V64LuY4AAKoD28LbbYq9tdaA9ZQmaEhIuc3ktgQAcPvwR7vHTx9FRj2GndQrbmQGPdqa/QH6w1/uk3JfhXZ2U3rOEGCfbGeLlcaO2pfkMdfuONm9Rxl/dM2GXjmu8+dGV2Uhz6ITOQdeLybiCbempgZmzpzJky3DMMwJjACIyoYbzTHHC933nP6RSy+9FJYvX35kSsMwDMP8bBAiur8TlYjfcJ9++mmYNm0arFq1CoYOHdrOJ/f222/vyfL1QgSA9AtNVQdRFHt2Vz2tqwhVRMXUubqpy+g1agLqLtTdeuIGQe8vGJJVb6qaGj8b9GrGFTyPfA5Q7k8oLhlWI2YrMoASoUpD9bMn5CSyNkldOSDmLCJLlZKr+0P01/Z2B9ZTS4DWmU1S8b57LXV9Mz52HRwrVBX2u3e/HN6+5rU+RNbsRjWrS1Hj9rfj51QlAX1uELMA7W5bRmR6ycXGo6MmAbnN5LYEAGjzYMQvATRzkdxH9DpVpYx9y+fvvA+GlD6v78LdjUaM6tz8omlqJi95zClZm+R+rYxbYqpRx778mGj3zJALqqi3u3BJPCJLlQRHmoqUiCfcN998Ez777DOwWCywfPly0CS7gaZpJ8CEyzAMwwjQonLxYbegCPjzn/8MDz30ENx7772g00WskWYYhmGOE47HSFNz5syJ6rhJkybBaad1vUAy4gnX5/PBZZddxpMtwzDMCUy0yQuiOeZoUlpa2o292jNixIjD7hPxhHv11VfD22+/Dffdd19UhTqRiMQtqKv1a909T5eZiiJxUdI67xbULtZ5mEvV7iaj2nBDIemcyj2YdWjb0yl15NLQbtvunFI50wR1UbJIZulmH/253SYZ8/YBtdMuKMaQicfSZns45LL9Yf2HRHbNltrwdv9gPpE1+7BiLMrSBLkOdyq2UbnuPXoa9tEmMNOP3JYAtK1JHziMDVf+3D60KrZfOxsuyJl2uv/o62rsdDdjT7tzkGJHkvVHdgvq9mFHjOjUw72g4F3w6quvHrFzRzzhBoNBePTRR+HTTz+FYcOGtVs09cQTT/Rk+RiGYZheyvGoUu4uQgiyhqk7RKwX3rJlC4wcORJ0Oh1s3boVNm3aRP56gmeeeQYKCgrAYrHAuHHj4Jtvvuly/3fffReKiorAYrHA0KFD4eOPPyZyIQTMnj0bMjMzwWq1wuTJk2HPnj09UlaGYZgTESEtnIr07+fCNddcAy6Xq933+/fvP6y9tiMifsP98ssvI75IJLz99tswc+ZMmD9/PowbNw6efPJJmDJlCuzatQvS0tLa7b9mzRq44oorYO7cuXDBBRfAwoULYerUqbBx40YYMmQIAAA8+uij8K9//Qv+/e9/Q2FhIfzlL3+BKVOmwPbt28Fi6TzBereIIAl09ByJ5NHR/cwkUa/aqck6j5Ylo2YLkt0n1AhAui5cnQICE4WrWVXMRnt4O0ZHu7mck71NSafjl2KDZyjJ1IcMq4KfG0OG1ZLPGd/hPfk12g5yXSSa6UNRrkO5bkGpe7lNVNS2pG1Ny9K+j8jHyS41SpSmrvpnN4l2bHTNUQh5K9fL0XiLFFG+4R6JshwhvvvuOxg2bBi8/vrrMGHCBAAA+Pe//w233347nHnmmRGfr8dmiwMHDsCMGTN+8nmeeOIJuOGGG+Daa6+FQYMGwfz58yEmJgZeeeWVDvf/5z//Ceeccw7cfffdUFxcDA8//DCMGjUKnn76aYAf326ffPJJuP/+++Giiy6CYcOGwX/+8x+orKyERYsW/eTyMgzDnIgI0CAkIv/7OQW++Oabb+CSSy6BSZMmwX333Qe//vWvYcaMGfCPf/wD3nvvvYjPF/Eb7hlnnNGh3rqqqgqqqqrCE100+Hw+2LBhA8yaNSv8nU6ng8mTJ8PatWs7PGbt2rUwc+ZM8t2UKVPCk2lpaSlUV1fD5MmTw3K73Q7jxo2DtWvXwuWXXx51eRmGYU5kopk7f0bzLRiNRnjssccgJiYGHn74YTAYDLBixYrw226kRDzhqkufg8Eg7Nu3D0pKSmDBggVRFeIQ9fX1EAwG28VpTk9Ph507d3Z4THV1dYf7V1dXh+WHvutsn47wer3g9eJKSafT2em+DMMwzPGH3++He++9F5555hmYNWsWrF69Gi655BJ4+eWX4bzzzov4fBFPuPPmzevw+5deegmefvppuPLKKyMuRG9k7ty58NBDDx3rYjAMw/RajpYf7sqVK+Gxxx6DDRs2QFVVFbz33nswderUTvdfvnw5nHHGGe2+r6qqgoyMjG5fd8yYMdDW1gbLly+H8ePHgxACHn30Ubjkkkvgd7/7HTz77LMR3UeP2XDPOuss2Lx58086R0pKCuj1eqipqSHf19TUdFpJGRkZXe5/6H8k5wQAmDVrFjgcjvDfwYMHO92XYRjmREP8uAAqmr9IcblcMHz4cHjmmWciOm7Xrl1hc2dVVVWHC2+7YsyYMbB582YYP348wI/hi++55x5Yu3YtrFy5MqJzQU9OuF988UWHvygiwWQywejRo2HZMgyOHgqFYNmyZZ3qzCdMmED2BwBYunRpeP/CwkLIyMgg+zidTli3bl2Xeniz2Qzx8fHkj2EYhkGE0KL6i5Rzzz0XHnnkEbj44osjOi4tLQ0yMjLCf5FGSHz55ZfBZrO1+37kyJGwYcOGiM4F0aiUL7nkknbf1dTUwLp16+CMM84g8v/9738RF2jmzJlw9dVXw5gxY+Ckk06CJ598ElwuF1x77Q8JuKdPnw7Z2dkwd+5cAAC444474PTTT4fHH38czj//fHjrrbdg/fr18MILLwD8+IvkzjvvhEceeQT69+8fdgvKysrqUiXRbaJ0PYiMrjISRYccoSeSRQwkcbbi+iNC6PrQlUuGGjFK/t0nhBoxSkoiroxTg2aRRLSOvFJS+zYjjTgUEpjxJcZAT2qUBuR+Qd2Atn6Pv45Hwc8DucwAANU6vKf+Go00JdeF6u7RJkWCkusWAMBoRk2R3CYAtHORtmzX1vS49n1EPk7qW0KJdiZHoYrSZa999KqeoOfHcDuOyrNIulyUb6uHuoS6LsZsNoPZ3HmEumgYMWIEeL1eGDJkCDz44INw8sknd+u4d955B6ZOnQom0w/PivLycsjKygpP2G1tbfD000/Dn/70p4jKE/GEa7fbO/xuwIABkZ6qQy677DKoq6uD2bNnQ3V1NYwYMQKWLFkSXvRUVlZGfqVMnDgRFi5cCPfffz/cd9990L9/f1i0aFHYBxcA4E9/+hO4XC648cYbobm5GU455RRYsmTJT/fBZRiGOVGJ1g9XAAQCgXZzyQMPPAAPPvhgjxQtMzMT5s+fD2PGjAGv1wsvvfQSTJo0CdatWwejRh3+5/IVV1xBVNCDBg2CzZs3Q58+P6S7bGlpgVmzZh35CfdIxpk8xIwZMzr16V2+fHm776ZNmwbTpk3r9HyapsGcOXOizgLBMAzDtCfa9HwGgwEaGxvJ9z35djtw4EAYOHBg+PPEiRNh7969MG/ePHjttdcOX0bFWVj9HC3dmnCjiRnJMAzDHL+InxhL+WiviznppJNg9erVR/WaKt2acAcPHgyzZ8+GSy65JKzT7og9e/bAE088Afn5+XDvvff2ZDl/lrSzcXa59xHISBLFOX44T6BTmY5kWVHC6kl3qGbvkVGzv5CyKffgDWH2mZCeyiwCs8+o55TLWavVE5knmBfeTjQpIQz1eE99AnlE9vgOPOeCu18mst6UPcgvle3xHX2IrI9kK5XvFQAg3oh10aRkUZLrUKdk2pHrXm4TUEI0ym0JQNta7Z/dzTbVPgwj3pNaTnLpLvq4Sk9k4ep6/EWSyas3pUWNNi7ysXl527x5M2RmZnZjzyNHtybcp556Cu655x645ZZb4Be/+AWMGTMGsrKywGKxQFNTE2zfvh1Wr14N27ZtgxkzZsDNN9985EvOMAzDHDN+6htuJLS2tkJJSUn4c2lpKWzevBmSkpIgLy8PZs2aBRUVFfCf//wHAACefPJJKCwshMGDB4PH44GXXnoJvvjiC/jss8+6fc1PP/00bGc+5C2zdetWAABobm6O/Ca6O+GeddZZsH79eli9ejW8/fbb8MYbb8CBAwfA7XZDSkoKjBw5EqZPnw5XXnklJCYmRlUQhmEY5ufF0UpesH79euJ2eiic79VXXw0LFiyAqqoqKCvD/NU+nw/+8Ic/QEVFBcTExMCwYcPg888/j8h19eqrryaff//735PP0ZhZI1o0dcopp8App5wS8UWOL2glq1lqKIorgNxAqhG+K3UwcZFQVUpydhQ/dEa7hNtdZBYJhnzSOen9yWo6Vb0lfw4EadYY+TxdqX81nZXI3H5cWBHQUzW1TeAqR4uO2oOCJtz3YGAjkdW5s8LbGVZaL8OTsM1KWuj9eaRsOtNepermV8r/E95OenM6HE0ar/gP+fy7pVi2BCPtrxlWNAn1i6Myv9Qn69xU5SrXYYwphcjkureIGCJzaehCJLclKG3dlZpa7YNy3+qqD6rnlM8j9/F2tDtnV6rpzsecPFa1rkIedKWWbvdQ79y9qOtn0ZFR40a7aCpSJk2a1OXCJTWs8J/+9KeIVxDLhEJHxsUq4lXKDMMwDCOidAv6OWUL6ml4wmUYhmGiIpr3wN6eD7ewsDAqdfGdd94Jt99+e5f78ITLMAzDMD8Sbda7goKCw+7DE+5PpZ2DdOeuDl2eBjoPi0jCKbazIcvXVkPndV4W2S6lgU85Tna7oGWRbWs6jbqIhTRjeDsQbCGyoHROi44urLMY0RYbUtw12rwYitBlaSIyOySFt9ME7ew1Bix3q5+mYdwaLA1v5/r6E9mIBGyHAXHUJrbPhfdr0Kgd+qXv8Pq1fWhQ8wdO2xvejnvpKiIDQxdDMIB10XI9ddZ/aGXf8Haahd77ZMnzIaCo7/rYsK1dAWoP3NyMn+U6AqUv2Yw0XKRc9wbFxugCbDO5LQEAjAbJBm+kUYfk+vWEaLvLfUuT+hwofVKnozLiTqSEEJXHlWqzlceOOja7XDdBzqm4CErn6dr2qpyzi7IcbV2t+DGWcsTHRXHM0eT0008/YufmCZdhGIaJiuNRpXwkidiL+swzz+wwT2xTUxOceeaZPVUuhmEYphdzyA83mr8TlYjfcJcvXw5btmyBTZs2wRtvvBFOXeTz+WDFihVHooy9DD2ArP5tF+kGZZpSvXJGG1VVS1VMikoZZLcZqsbVgqh2VKPnyJ91ShYXveSSIRQXiZCkelPdJ4zScUYDdQEJCdw3EKCO4b6AK7wdo08mMqsBP/uDbqUseE6nr5zIUo3o/pICVE1tDhWHt2tMNPpRbWB3eHtDE82JXGDDfUelUFXmmYPRxUXV5tXWxGG5Uqk63WzHnYMPUBcezdi5ek34sW+Z7bSfzT4F1dR1dXFElpYuqVyVn9QVFai6/aKKtsOGJjyuVuwmsmRTv/B2ejCXyGKlvlUPtM7kNtMrLl9GPfYfuQ+Aki1I7jsAAKEQ9hGDIYGeU+qTasYhn9SXQkokNJ2kmlbLKbv0yH0clDGmmnvoWFWjzsnjtiuXQL3yWVIpg2JC6jKWnR4Auh9dq7ucwHNnVEQVJ+zzzz+H6upqGD9+POzfv7/nS8UwDMP0ekJCi+LvWJf62BHVhJuZmQkrVqyAoUOHwtixYzvM4MMwDMMcv4if8HeiEvGEe8g/yWw2w8KFC+GOO+6Ac845B5599tkjUT6GYRimNxKl/fZEfsON2Iarhte6//77obi4uF3cyeMVTdO3CzUnQ+wxinlOtunItldQ7C+qq4GmQxuZTnFHCWmSLUqx4cr2V4Oe2lv10jmDOmo3hSBeP6iEaATJlcOktxGRP9CG5VTsYF4/2nQDpnQii9FJ9jtzDpG1aGjDavFUEFmjCd1M0kUSkRWasZx2Hy1LvQ7ttvu1HUT2RdXI8HYfG7WN9huD92CcOpzI4oYMwg9Wej1woO1XV1NDRCKF2i5ltPqG8LY+ndaZSUreHe+m7afbuj287V/0HZHt34H39EUV7S/7dVgXfcRYIksJYfjGJDNdR9Dow37WqFHXH7nNYsz0HuJM6L9k0WhozrYQ3rvcd0DpW6prmtwnVdtou74sIY9NeWyA4orTdUhIam+Vx2o7t6BQN92JdJ1nZ+tupiIIP7e6vXu3EFGuOD6B59vIJ9zS0lJITU0l3/3qV7+CoqIiWL9+fU+WjWEYhunFRDOJc2jHCMjPz+/w+8GDB8PgwYN7okwMwzBMr0eDUBSJCKI55niBA19EyA9RaLpY0t9l8nZUMRFVsHKc6qYjdHgNneoWFJJcjVS3IMl9QgiqstMTFRpVgcrnCQSdRBYUqAK16Gl0IJsZNR9tPsUlw48JzL3KOe367PB2DNBzgnS7BuXeK12YwSbDSqMt5RqxrnNiqYqwyYuyWjd1J6oNYpL0F0qoyjxBUoVPGErV2zB2NHSKpP4N2e2d76cgkjpXNxNUFfZeLNv61VSN+0IJPuzqgzQh/Eg9qtPTYuijIdEsJaf30leUvV5026lso5mZ4q3oQqS6/iRpKPMr40HuI2ofNBkxW1GMiZ7TIPVlT8BBZPJ5dErGKnkM6JV+RrJnhRTzi4SmqpSl87SLUNVN1bRqQqIn6fxZ01FkuSOhUo7qDbdni/GzgidchmEYJio40lRkROUWxDAMwzBMZPAbLsMwDBMxh0I7RnzcCaxT5gk3Qn6whciKATVEY1d2FSlEo5LlBCRXo1C7DCSSDVdxgzDo0c0joNiJ5POoWXiMOrRPmgzxynG4b1Cxn/mDaK+zGqkrjmyjC7YLM4llU917Eoy4EC8pRDPRxEk23QrjHiKTMxeViG+ILM93dni7Xzy1rRXF4Yhv9tN2KHOhTbfFT58Mf96CdsYb/kFdhi4rl0I2/nE6HFX+QcNFvvkW2kZf3NdGZP1teL99jdR+nSeZrBOMtC/V+dCGW9pCZXLdx1myiEwO45kdopmZZGNetY5GrJP7iNFA+5lZyiyk2oUDUhYgua/+gLwWgob7lMeAmmXIH8Q6VMemHBJSHos/yHC8BwV1SZLP0y4kpHRONXOR/Hzp6lmjKi/V8/QU0cydJ/B8yxMuwzAMEwVRBrHgwBcMwzAMEwFRr1LmCZfpLjrNACCpMkNBGnVKjhilqnFltxaDEqUpQFRFVG0luyUYDVQVpmkxHe4HSjSrQJCqFq2SOtHYhUrZq6ipfX6MABQy00w7Fh26BRlM1J3BKam42nwNROYIHAxvp+vziCxdJ0VUCtHoTgf1mInGKWiS+Q3BbeHtPM8wIhsYi/c3Iom6xviCqH7+rpmqCEcmYd2XtFI14LVPYLnPfesLIvvlGEzmbjs3m8igP71fwp6y8KbrE6qG/3B9YXj7k0p6jn7xWNe/zqX9xajD/jk8QXG30WNfLmulx21zYt+V6xYAwCypZ+M12idyBUYOs+ipar8mhG47ch8AxXSiuv7Em/CcBlD6WagyvC33VVDUyKoZxSx9DiqZhOSx0z4jELoTqdHcZNccX6BzNyBV3Ss/G1T3nmBIek4oylm5bKrbk04zRJDmvvtwpKnI4AmXYRiGiZhoF02xSplhGIZhIoQXTUUGT7gMwzBMVPAbbmTwhBsxOhIGrl0YRsn+KgS1BWka2pB0Gg03KGfsaZdJiIRopFYTgx7LotqM/ZLVJhRsIbKAZKeyGBJoOU0YOk+9nleyi7n9jUQWr0eXkESg7iF6E7o66BX7UosHbbH1cTTbTJaGZSuw0TpL8vUJb5f5UoisHtCm+3lzOZGlWdAG2NdO769fEd7fMFstkbWW43DZVU6vd1Y62s9a/HRYfbAey9m0ltrk3MF66Ayr1LaJxj5ElmTCfvb7/rTdNekdYmAOPX9sjmTXV7xmDuxBu/6uVup+JtehXnFpyxdDwtt5RmobjTfh/dZ5aDnrddjWrS7a7nFSG8UbaF+KB1wr0ALUTkv7JK1r2W4bY6LtZ5BCKHoD1LYtjx2dYqeV11TIYxEAIBCUxq0SErKrjEBytiLRzu1QCQkrn1OyBbcP19rpYVHzQ27byOMiR3PM8QJPuAzDMEzkROkWxKuUGYZhGCYCol40dSQK8zOBJ9wokLOAaIrqRguhGre9uhm7mkFP1aNylBq/GjFKUkd15WqkVyIHhUKdZyDyBSR3GDUhvF5OCA+d4lYiRvnMmLHHDNT9JUugSlQzUFWfzordsNz1LZHlWND9JUeJ5FOUgG4m6T5676Ut6FpRG6Lq9Ner0d3Gosslskvj0QUkbTJVnSZNwYTpEwzUxQWqUZUZ2EmTzLfskdSHWnQ/74Wgari4/ngeQxFVj0KGFJkpQOtM7EHVbdPn1P3siypsd7mOAABiQlifeXoaDawwAftgopIvvUHSgDYGaLSlcg+2tV3J9hSnR/eizBCV+TUsdwNQty65T5qVfm0zY7lJHwcAXwjPQ8ZGO1UtdeeT3etUFx5fAPtduwhVxJ2ItpGcrcivuPPJ47hdRiDpnGpWsWCwi+xEPwFeNBUZnLyAYRiGYY4C/IbLMAzDRAWvUo4MnnAZhmGYiBEdRLvq/pEnJjzhRogQAdBJ4RTVcG5+kqGHugKEJPuLTsp4AgBg0uI63A8UVyO/Yl8CKeydWU9dMoImtOF6lKUK/gC6i/hD1O1Ctp+ZlVCS7TMZIU1ezPiSKtleAQDSNClEoygisn0GtGcbdbQ+t4VWh7ezPGcTWZ4N7aj5MSFFhjasXQ6ababJi2V5ofIAkdV5sdzXuCuJLP9itM1qp9Iwk6FTJoS3dTpqqaEt3fOEQvTedSUl4W2x6jsiO/Ahbi/Yk09k7zVgCMpifQ6RJcZgXQ+0U3tykpRZqN5H732XA9c0bBOr6XHWfuHtOB21C/eR7LZ6pT4roC683eShWYZku63VRO36iQZ6vzKuEJ5THhugZCuyKOeUx5xsBwZlrKrhG2W3HZOB2nBl22zIrzwLpMlKdS2Un0U65XoBQW3BPQW/4UYGT7gMwzBMVPD7bWTwhMswDMNEjOD0fBHTayZcv98P999/P3z88cewb98+sNvtMHnyZPj73/8OWVlZXR77zDPPwGOPPQbV1dUwfPhweOqpp+Ckk04Kyz0eD/zhD3+At956C7xeL0yZMgWeffZZSE9P7/K8HRESPqLyMSoqZVkd3D7rj0uSUbcEk5QhRBjVDESosgsEmoksIF0vRk99eGKNeH+hEC2L7F7U5qMqtEQpIXyCkhDeYEBXmXptH5E55YhRQN1KMgW6rqRZaDltfkxMXqooYBukjEBr/ZuJLK1tdHg7x0rVqmNiUYVWHEe7+aZmVMUV+KjLSYkT6+V3a6g6/ZpKbKMLV3xFZAkX7ApviwlU3Sxyu8gIFCXaQaxfbS1VGzd/hO35wVaq2l+wH/tglpm6mJ2bgHWRoLj3jExAlx6bgR5X6cb6LG+j6l+5zWyKK06ylEmoUKP9zGaRI1RRtWq9hvceCFJXo3gpQlWKnkbnsoWwbzXraBQxeQzoFdOMHKFKHlMAADo5C1aIRl4LBjFilUGJ5mY24meTkjnMF8Q2kp8ZcJhoUvKzSI1QFRJHyC2IA19ERK9xC2pra4ONGzfCX/7yF9i4cSP873//g127dsGFF17Y5XFvv/02zJw5Ex544AHYuHEjDB8+HKZMmQK1tTig7rrrLvjwww/h3XffhRUrVkBlZSVccsklR+GuGIZhjk/Ej0EsIv07gefb3vOGa7fbYenSpeS7p59+Gk466SQoKyuDvLyO3xKeeOIJuOGGG+Daa68FAID58+fD4sWL4ZVXXoF7770XHA4HvPzyy7Bw4UI488wzAQDg1VdfheLiYvj6669h/PjxR+HuGIZhjj9YpRwZveYNtyMcDgdomgYJCQkdyn0+H2zYsAEmT54c/k6n08HkyZNh7dq1AACwYcMG8Pv9ZJ+ioiLIy8sL79MRXq8XnE4n+WMYhmEQIaL7i5SVK1fCL3/5S8jKygJN02DRokWHPWb58uUwatQoMJvN0K9fP1iwYEF0N9mD9Jo3XBWPxwP33HMPXHHFFRAfH9/hPvX19RAMBtvZYtPT02Hnzp0AAFBdXQ0mk6ndpJ2eng7V1dXQGXPnzoWHHnqo3fehkJuEaDQZqP1Ftp2oYRhlm04wRLN+6I3oemA1UjeWYBd2YY+vKbwdb8wkMpuueyEa27w0U4srhPasFKDnTJdciDQ9/b2mt6J9t6aV2hXTbWhPy9LR9iqMx26Y4KXX2+fCtq/S0VCSnzrRbhpvpK5G6Rass8FpNKPMYMlcuL+R2oy3O7E9W5SwiJsl8/n/PqYhIYvWoNHzjLSdRDY0Y1V4Oymf2hwNyUqISIlAA9ryGw9QF5At1Zgx58taeg87m9G21yeettH5WXhPcQb65BsUj24sBUmOTsu1t4G6xmx3Yrt/6qT3bgG0g2eGaLjPPjas60QzdTVq8mLZaoGuW5D7VlJMfyJL0uH6g7RQBpF5NKx7uY+DkgUrxkz7YLwZ7cJkTAGAO4TjTx6LAAB6yTZr1NP1APIY1zTaB4JSxqOQ+pyQ7MsmJTOTUcpW5A3QcKYhJVtRT3BIpRwp0Rzjcrlg+PDh8Lvf/a5b5sDS0lI4//zz4aabboI33ngDli1bBtdffz1kZmbClClToihBz3DM3nDfeOMNiI2NDf+tWoUPJb/fD7/+9a9BCAHPPffcMSnfrFmzwOFwhP8OHjx4TMrBMAzTKzlKb7cAAOeeey488sgjcPHFF3dr//nz50NhYSE8/vjjUFxcDDNmzIBLL70U5s2bF10Beohj9oZ74YUXwrhx48Kfs7N/+PV7aLI9cOAAfPHFF52+3QIApKSkgF6vh5oaGiy+pqYGMjJ++HWbkZEBPp8PmpubyVuuvE9HmM1mMJu7eC1kGIY5gfmpb7iqma4nn7lr164lZkQAgClTpsCdd97ZI+ePlmM24cbFxUFcHFXZHZps9+zZA19++SUkJyd3ejwAgMlkgtGjR8OyZctg6tSpAD9G3Vm2bBnMmDEDAABGjx4NRqMRli1bBr/61a8AAGDXrl1QVlYGEyZM6PL8HRMiKl6dkoxbTuauuizIyaPViFHChOpDq56q7IQZu7W63N/rQ7W4V4l0E6/hD4okjapAA6bOE1k3uTHiUFpMPyJL0aQk3oKeU+iwbDobrZfd/pXh7Qz3RUSWbkV16UAlLFOSGVVxexzUzaNaUtEvbKQqbJ2Grjk2A1XDF/XDqELjBlNV2+gWSZVZStWA2+tRDehJpcqhJh/e+1YnVf+urscFfy2b6E98b7Dzn/xmPapZ44xU5ZpgwuMGxNE+MS4Z97XoaDsPSkF1ZVoh7S+GODzOS71mYGcJqrBX1FEzilz3qYraOENSgfZPon0iVaqmZh+9v2o3llvuOwAAKbZB4W27Rn80F0h9UqdT1NSAKt+mtlIik9XIMaZUIpPHTkhQl71macypEarMJiybnKkIlDHuDlJVtPxs0OnoBCRHk7IYOl7bAooZ6seSd7pv9AgQUbyyCiEgEAiA3U4H+wMPPAAPPvhgj5Ssurq6Q1Oj0+kEt9sNVqu102OPJL3Ghuv3++HSSy+FjRs3wkcffQTBYDBsY01KSgKT6Qcb2VlnnQUXX3xxeEKdOXMmXH311TBmzBg46aST4MknnwSXyxVetWy32+G6666DmTNnQlJSEsTHx8Ntt90GEyZM4BXKDMMwxwCDwQCNjdRv+UTQKPaaCbeiogI++OADAAAYMWIEkX355ZcwadIkAADYu3cv1NfjL8nLLrsM6urqYPbs2VBdXQ0jRoyAJUuWkF838+bNA51OB7/61a9I4AuGYRgmen6KW1BX5sKfSkZGRoemxvj4+GP2dgu9acItKCjolnpi//797b6bMWNG+I23IywWCzzzzDPwzDPP/ORyMgzDMIeyBUV33JFmwoQJ8PHHH5Pvli5dGqUZsefoNRPuzwVNM0MgiEvuBVB7j5w9JMZEbdAuyZ3I56dGskAIbUgGPbVLydl7AgY1AxG6HrV6qZtTkg1D9dmD1NXIqEM7WJWJunI4veh+UxPaTWQZGt5vmqICign0DW/vDVE7n96E9ruN4msiS3Gdhue0ULvbUDvazDKs1Aa4vRnvqc5D1wO82bBdkhUT2bQAdvsxRpoRyDoc7bb5p9CwnfkebPdgNbV/uveinbi2nJalxYP1FAJ6f139xtSkXXXKYyrOgjbOtBzqAmLti/Wkz6B2aLBI4f+o6RDc3+E9bdxJw6m+exDb83PXdiIbDOiSlarY7gcl4E2kmqj9s9GP7jAVLmpjlPuI3UQzF6UA2sT76uhYsRrQtl7rpfbrGoF9Wc2mEytlGcrUURczSwjfiBr1dNzKY85oSKHHGdBGGaeMaU1yEAkoLjv+AKpaTUZq+5WfKWpISK+0pkF+RsGPzy1xBDIGRfOGG81K5dbWViiRsmCVlpbC5s2bISkpCfLy8mDWrFlQUVEB//nPfwAA4KabboKnn34a/vSnP8Hvfvc7+OKLL+Cdd96BxYsXR37xHoQnXIZhGCZijmbygvXr18MZZ5wR/jxz5kwAALj66qthwYIFUFVVBWVlGGO7sLAQFi9eDHfddRf885//hJycHHjppZeOqQ8u8ITLMAzDREs0CeijUSlPmjSpS5NjR1GkJk2aBJs2bYriakcOnnAjxKCPJSofv+L6YzOkSdtU3ewPoupIzd7R5sNIN3YjVaHFgaRWUrK4yJmLnG4anMMZwghSKUBVWilCUjErKjSdBdWCDW1UpVxpQzehNKDxrbNs2J1sPqqSLHGj+qtKR+3wq31bwtsJrcOILDUJB9lwO1WJFcTg9TY3U/V2tqRGLm2hbfTnbVj3Vzip29P5B1FFmHMyXUWpH44uL/qh1EUp9kL0cVGUuAA+yS3Jq7hrBALq3ohBGp5mpeFNxna7h3FL91tNXVWC36G5oPwr6r60uAzr4s2DNLqTXYqGdFYsVdGnSGaAEQlUjWs34v3VeOg9lEpaebkPAABYJPezzBDN6NTPiqpau0lxz/KiarpSo4tmZFeg5JgBRJauoTmEjA0AaAO8J3lMAQD4AqjGjbdSN7kEKetWLFDzUgugaloe+6BkFjIZaG+SnylqhKrWIJ4zGKRZhoyGJPAHeodK+USOpcwTLsMwDBMxItpUezzhMgzDMExkhKKYPaM55niBJ1yGYRgmKqJKQH8kCvIzgSfcCDHoYyAkhWj0+mlWFRKiUUdDNIbMnYdXa/Og/dUTojFGE3VoD00WNHRewIhlCSrZiRpce8LbabFqiEa0qeYBdT0ISWHgdDHURrbXvSK8nSGmEVmaFV1O+sTR42KNWBexLdR2eBDKw9uftOwgMqse3ZcSTfT+ihKx7vvb6fX2ONA1Z6dyvXoPfl5WScM+LjqItsNfHqBZYyZ/ifbQviMOEJlpqGT3K6THQSrKRDLtE2BUbLMyfrT3ai7F/lYn2ZdLFbviFpTt3Uyv93lVYXj7w3Jq54vTY/2OS6DHpUhVWBRH7dD97eiCotfRPn7Aie2wxUHtzp+0oHuRSdBgBLkC1zH0i6eyNKksTtp8UO1F+/VezwoiS43BtQrJWj6R5WnSGKCeW1ArsN0bWvcQmc2CbR1rpOsk5LEa1Gjflce4309tuDEWtAXLmYpAeabImYpAeRbpFZchgz4G/F0sF4iGo5kt6HiBJ1yGYRgmcgREHUv5RIUnXIZhGCZixFEMfHG8wBNuhNjMNAOFx0uTosuqonglk0mChqphn5FGKpKzezg81L0nKUZKqi3oOQ2ACbiFkUbyCYVQ31YVotGk5IhRGRbqUlMURFXY7gBV1WpWdEXYHKQquxTX2eHt5CTqslAUj6MswUQjOMU1o5qzIkBV9G80rQ1vBwVNNjFFUl8WpVO13KQMdGsZ20Lvb0ctumjsi6fq5kYfqj13U80+LKuUkn9voplaxqbiUBoST6P8FMRjNKuEWBpVyBKj6EQlPG1YluZWqlbdL6lqtzqpy8m3deg24wtRBV6u5GVyZgZVOyZJGYj62Gg5i9Owfm1x1PXH7UK1+M4aWpYva7F+32peS2TZIey72QaaOWZgAt57hoXeQ0sAdb6VLtrnN4ewTyZbaXJ6OULVAANV+1ukzEzVHnp/VQLHjuqmE2/E82QLej2LwHuv1WgUOHmMm030mWIxYt+SnxkA1ADapJie/H7MgmUxU9OTzZwObm/7sLjM0YUnXIZhGCYKBK9SjhCecBmGYZioiGqV8ok73/KEyzAMw0SOYD/ciOEJN0Li9ekQNKLrQTBEwwa6vBhezW+jrgeJIXQ9EHrqpgOSmdHRRm0tzQJtgGlqiEYpBB4IGqJRs6Adta6NutscjEFXnNRQXyJLl+y0FiVE42432hKr9HuJbG1gQ3g70XUSkQ2XvEyG2qndMkMq53dNNKxeqntUePt/ju+JrN4zNLw9NUDtYCfloatM6gBqj0wbinb3iY108NfuRxvd5jpqj/SkSGE0A9RG3Sx5yqyqpzbjxZX4uS1ArxfoYtWJQYd2xRgD9VWJl7yJEpQoj5OzsGzxygi36LGgI1Kp3TutANcVGJOUrEZeLGdzKXVl2lCBdb+onBZmpRfbbASMIrI0KbPQcMVbKtWMfcThp3UtezPJfQ4AwKbHNstU+vUAK15EDQnZ6EE78UGtnMjkkKmpMTSspWy3JWMRAFql8K3yGAYACATRzcseQ0NXpkrPhlhBbdtNOny+yM8aAACjEe/dYqTHxevTgQb57Bn4DTcyeMJlGIZhIibaN9xoEh4cL/CEyzAMw0SOAAhF8boazTHHCzzhRohFxJEsIEJQlwWne1942xWiKrsUgS4EqnuP34CuCCErVbnWSwm/02OpmixJh+q8PE2JbBVA1ZSmRoxyLQ9vZ1ipi0SKVUrCHkvVeRY9qnytrVR1WqbHe1+mqLBtRlTFjaVaYxhiR5VvtpV2yY1NeI1091AiK5WiL/1tD43E9GsXttEUB1Wm9RmCEXqsg6lrTMFJqObM99JsQaE6vIanjLqjNFRJ2ZAc1HXEG8Q6FEoYo678GCWNMmjKW4FZj9fPtFMXs+RM1Lla8mj76VLRJUszU/WvcOE9+EpoFKp9W7FvfVpJE62/U4nuKLGCunydYcM2S7fSPjgqEfu8GkWszotq65JWWmdy3zJo1K0rL4hZnPrH0raVr+/00/qs9GLb7nUvp8dJ95AhaJaoPAPWS0CZSByALm71rduJLM6KbjsJBpplKC2IzwYf0HqRnyleyQ0IACDeimWTn1Hw43Or5xFHLT3f8QJPuAzDMEzEcGjHyOEJl2EYhokKtuFGBk+4EWISJrACqmA9RhoZyR9C9WiTpF4GAEiNwYhKCYImp88JoixooCrlgAlXO5YHaaLuDIErE7NjqHptgA5VfyGf8rtS0rZ9F/iSiFJc54a3ExNpF+kfj+q9WCNVncY6cJV0KdBVmYscW8Pbem0IkZ2agurRfvFUPVoYi6rNXU6qFtvuxOvXuKkq86MKPM/yKrp69Je1qNM+Yydd6Zk7AiNUGQfSaFL6Maims51G1ek2DdWVeX4lepRPUguqEeQDVDVNMEjqYKMyVE3SZyNV8YJs5mijUZOgGtXp/l00yfzBzVifX1ZS08WHB7HcrSHaRsNj8fqq2nhQPNbFwHh6Pb0OH7wHW6n6d2MT3p/cdwAALALLWQi0nP0TURWdSYNzgUtaIV7pou3wXQjHgKxCBgBIE7iKeICJ1rVFWj1e0UY9FspDOFYtJrri3S6pkeWxDwBg1fDemzX6fGlqw2eK1UxNQVYj9uskQWVBQRNO9AQiyrjIHEuZYRiGYSKE/XAjgydchmEYJmIEh3aMGF039mEYhmEY5ifCb7gR4tU8kCbQFSBLo9GdhAntZ41tNBJTg8Ck5WlAbUEpBsngFBhALyoF9qlxU3vWfmsZniOoZEeR7GnD9DQS0642tEEeVHrB18H14W27axyRDZM8jwbb6S/VBBMW1NZEXR3KfZhB5/XGVUTmC54a3v6FRs9ZlIw2x0nJNDvKCCfabb9vpC5RfVyyfZeI4ONytCu+coC6xpyzF12pTkmhrkZDczHiUMJAans1FEh24nQa5QfiJPuyVZHpqdsOIShdw03tg9AilW0/tUMH9mM9Ne+i599yEKOdra6nfXBJLbqcZOjp/fWTQlulW2mkqUIb2kOHJVEXrIR4LKfbTY/b2YBttqyG2sTfcWAfKRTUpppjQlv+oER6f9lWHH+uAHUn2iV5Osl9HADAZsA1FbmhgUQ2MAZt+fEmes4GKULVfq2MyFw+bJd0K123kB/CMU7GPgA4gmhvlZ8ZoGQVs1voGMsCfBbFCmoTr9WU1Fc9hOB1yhHBEy7DMAwTFdGplE9ceMJlGIZhIoZtuJHDE26EtEAdpANGiUkBqsr06jDaS1CJGFXTioHc1YhRKVLEqBwzVQcFvdK+iqvD3laMipMeQxMNJFtQ9ZZjo+Z6kx7LbW6h6q5S3a7w9koPTVwf14oRo0Ym0t+qQ+2o7kpTohhtakK1XFIbVVN/0IL1UuehZbkwgGrPsZk0sk5On+YOtwEAWupQRbm9iqpO97nQfarRR901ZPXz83uoCnT/DlQNj/yKunUV21HVWGCjLhgZVoxYlWCmbjpmo+ImJOH1S+4hXqpyrXbjPex30bLscOD9bnLROisw4D3l0G4GUzOxLpJMtG372FA1PCiTqo3jUhXXI4n6CrzI+hraDh+Uozp4rZ8mphitwz6SGUPbYWQiPrDTLbSuW6REB6WttM+v9GCEKj3Q/lkoqZEHxFF3tzQLtq0aoeqgB/XUe9tohKrs2DHh7RwlkYI8xoOKm0xjEPuy/MwAAEiIwedLio5GvUqRTF1eJUJVC9B+0FOEonhfjeaY4wWecBmGYZiIESBAaFFMntEcc5zAEy7DMAwTFaxSjgyecBmGYZiIEVGrlHnCZbpJg7sEMqzofpOoozbAvBDaUb0G6lYStKKt60BoE5Gl+8/Cc8TSEI399ehK4nfnEZmIRfeN7/xLiSyl9cLw9tAk2tR9pSiJFj21WVkcg8Pbe7VSIlvi3BPeNuup+9K4ZCzLYDvNNpNlRZuZnAEIACDNhW4fe130uP/bi2EEL2ujNupfuNA22m+AkplpJNqwThtdQ2QT61DWuJ/W9c4abM8GH7Udtkr25GY/dQ+RP6+spce1+PHePUFa191NQG/R0+vFGfGz6qoyUPI8GpdC7aaxBnxAJpto/yxKxzpMKqBuSIZUqf8oZfZK+dpLdtPxsLQaww2+XVVNZPFSiMYzlHCKOTa8JzmrEABAognXRtR7aV1vd2I5lzh3E5mcqKlYDCaiAQnYD7JplFBok0JClrcqISGDOOayYkcSWbrAsdo/hrqDmaT2LGuldS0/G+SsQqBkFpKfNQAAZh3arxtCNCRkg7sEeh4RlVtQdK5Exwc84TIMwzCRowGEorDHRmX3PU7gCZdhGIaJmB/eb1mlHAk84UZISASgRsOMHRmCugUlSdGW+vmoK4DsiVDl/o6ISi0YUSY1QCNGpUkRo4brqIrQ2CqdlHo6wLrQN+HtRNcEIhuSiCqt4ng6AGKlyDcxzbQsewWqBf/XTJNq67RB4e1TUhS3kniMNJVro2rj3U6M0pTeTDMCVbah+8T/KqnaeG0tHndhI83sc3o2qpGzhtHrmYrwGpmjqUoyM4Bq1lADdX8JVKNqs7WcDp36BlSP1rZR3y1/CNuvpxLQG3VYv2kxNJRWSjKq4WNzqArUkIHqfF2yojs1YF0LF+1Mgf14zsrvqT/Rigp0afugnEaoqgpgmw2LodHOsmKkSGgJ1IVuQDxGRjLqaV8qa8G6/raRmifkPhkDtC/11TCxe1Eyvb/cGLyGJ0TbaLcL614eUwAAdmMOniNETSyDYlGNrKr9a914vVKNRpPy+NEtKNM6nMj6Se5F8rMGAKBZylIlP6Pgx+fWkYDdgiKDJ1yGYRgmYgTbcCOGJ1yGYRgmCgSEoIt8zl0cdaLC2YIYhmEY5ijQa99wb7rpJnj++edh3rx5cOedd3a57zPPPAOPPfYYVFdXw/Dhw+Gpp56Ck046KSz3eDzwhz/8Ad566y3wer0wZcoUePbZZyE9Pb3L83ZEorUPVLVsCH/OjO1H5RraWLNjqMuJ31WIH5QQjftaV4a305Xl/slmtEVlxVBbkEGHtkujcxCRdTdE47AEah+U7WkJJtpFbE1YtgNuaht9tQFD27kDpxPZL6RtOQMQAMCpiZXh7eIEah/c3ID3V9hGXU7KJdvaq/tpNpT3D2I7nHMwg8hOzUDbbEExtQubi9A+qOtD7eWm4WjzTDLQLDVJIfzVPsCn2Mv80ueA8kagfpaRr6FcD4yS7dJEbZWgk+5XPb+UZUhUU9cR70600+7fQW3iq6rRdrikgt5fYxDt80Wx8UQ20oZtVhBDyzIiGd26UhQ3Mo8HbaxyViEAgKXVOK7ectBwigPEqPB2vpX2paGJ+H6RF0Ntxm0BlO1y0jEmjx0DUJuxHBKyOF4NCYnbDhqBkoydfe6VRJYXi+st8oOFRJZtw5N6g3Tc1gpsz6rWDUSWYhsE1b5y6GlYpRwZvfIN97333oOvv/4asrKyDrvv22+/DTNnzoQHHngANm7cCMOHD4cpU6ZAbS2mxrrrrrvgww8/hHfffRdWrFgBlZWVcMkllxzhu2AYhjl+ESAgpIWi+jtR6XUTbkVFBdx2223wxhtvgNFoPOz+TzzxBNxwww1w7bXXwqBBg2D+/PkQExMDr7zyCgAAOBwOePnll+GJJ56AM888E0aPHg2vvvoqrFmzBr7++uujcEcMwzDHJyEIRvEX3YT7zDPPQEFBAVgsFhg3bhx88803ne67YMEC0DSN/Fkslk73P1r0KpVyKBSCq666Cu6++24YPHjwYff3+XywYcMGmDVrVvg7nU4HkydPhrVr1wIAwIYNG8Dv98PkyZPD+xQVFUFeXh6sXbsWxo8fH1EZE7VsCMRgZJh9oW+JPMOHytP8WLpsv18cqrj8LTR5dNCGKq7Nvk+JLKV1anh7eDJtskJJi2XUUZWW2YEq5j3aHiJb5sRk2TGGfCIbmYiqvxEJ1OUk1Yz3tL6BqjJT2k4Ob8sZgAAAat2YBejCAM1uMzYdM5nkFzYSWV4uqp8baqiKcEMtqnyL3TSST6VU7GVVVAX6dDmq887YRd2eJqbgviMU1Xd2QUV429KH/hjUZ0h1n6ik4bFJ9gNFRd/tBPSqmtol3WA1LWewGlXDnn1UdVqxH1XFmxtoO6ypzwxvf9myn8iKpexS/e303rOsWPfZSoas0Wmovk9Op2pjzYAq0YZK2ne/rcGyfXCQvhd8HcC+NVF/MpFlxmD9jkmmKuxsK9aZw0/boaQV22GZU0n6ruE9FQlqthmYgG2bo3hZuaXLlykRqjYHcIxn28YQWVYQnw3yMwMAQAowBrVuWtfys0jOKgQ/PrdonK+fztFcpXxIkzl//nwYN24cPPnkkzBlyhTYtWsXpKWldXhMfHw87NqFZjVN0zrc72jSq95w/+///g8MBgPcfvvt3dq/vr4egsFgO1tseno6VFf/0L2qq6vBZDJBQkJCp/t0hNfrBafTSf4YhmGYQwgIiWDEf0JEvrL5cJrMjtA0DTIyMsJ/0azZ6WmO2YT7xhtvQGxsbPhvxYoV8M9//jOsCjjWzJ07F+x2e/gvNze3G0cxDMOcOPyQgj7yPwBo90Lj9XacV/mQJlPWUqqazI5obW2F/Px8yM3NhYsuugi2bdt2BGogMo7ZhHvhhRfC5s2bw39r1qyB2tpayMvLA4PBAAaDAQ4cOAB/+MMfoKCgoMNzpKSkgF6vh5oaGpy+pqYGMjJ+WKmZkZEBPp8PmpubO92nI2bNmgUOhyP8d/DgwR65b4ZhmOOBH1TKwSj+QhAIBMgLjd1uh7lz53Z4ne5oMlUGDhwIr7zyCrz//vvw+uuvQygUgokTJ0J5ec+v1I6EY2bDjYuLg7g4tAHeeOON8Mtf/pLsM2XKFLjqqqvg2muv7fAcJpMJRo8eDcuWLYOpU3+wc4ZCIVi2bBnMmDEDAABGjx4NRqMRli1bBr/61a8AAGDXrl1QVlYGEyZM6PC8AABmsxnMZnO77/tqOaDXox2zzLeeyPfoMbtOSoCGesuUQtkN0ajNUe9EW6IwURvH10H8FZfYegqRDZM8JoqpRwZY9WhUsjQXE9kuQBvdh43UZmXQoU13fBJV/wxJQBeQbCutn/WNaM9KcQ0jst0taFf8v71UPf9rF65Gn+KmNtw+fdFtJ3sUtQFmB/Gz6yDVipRIbkF7Wqh98FQf3l+1hx63pBJteS/vo/Yz3bd4nmI79evqG4v2SNWOmWLGe48zUpnJ0Ll6zRfAssgZh0DJklPhpu5Se1vx3nc4qA1ejmObbaH242wpQ8+NWdSunyT1yf5x1J2oXy7aaW25SqxK6RLeGirbtxfL/WlVEpG9U42uYnZBO/bkOOxbBYq5fEwS3m+imb4x1blx0cwWB11fIY8BP9DjhgKOnaIkelyBDevFp5gmd0nVJI9hAIBEE7r7FIToOgLZvShBCQlZ1YYX2QM0k5dPGg95JmoXLoA02AE9T7ShHQ0GAzQ20rHe0fM2WiZMmECe7xMnToTi4mJ4/vnn4eGHH+6x60RKr1k0lZycDMnJ9MFhNBohIyMDBg5EX7ezzjoLLr744vCEOnPmTLj66qthzJgxcNJJJ8GTTz4JLpcrPEnb7Xa47rrrYObMmZCUlATx8fFw2223wYQJEyJeMMUwDMMc4qctmoqPjz/svtBNTebhMBqNMHLkSCgpORJpCrtPr5lwu8vevXuhvh5/UV922WVQV1cHs2fPhurqahgxYgQsWbKEqB/mzZsHOp0OfvWrX5HAFwzDMEx0CCGiWgAFIrJJujuazMMRDAZhy5YtcN5550Ve3h6kV0+4+/fv79Z3M2bM6LLiLRYLPPPMM/DMM8/85DJlxhgA2jApdMhEO1xp2+rwdruIURZUoatJrmWXHr2Dqn9LNFQGrXbTpNrxJnz7H5ZAyzJc+hyn+DTbmjBy0G4fzYrzZgNmXAkpbhCnp+JgyY+nquGsWFSd7myiKvM06d7LXVQP+K5kh9mouKpc1Iy/gk/NpfaatMHonmUfR33sRk9A9dqIBhpNyl2K91B2kEYx2i+pn10BJZG8FI3IQTXDUONB2d5Wepw7ICegp2rVYBfPHr20wkJNQG814OdYA5XlxOA1Btupmi5OSkBvM9DwRwVx2H6yOxYAgLUQC6NPVvwZQ/g5UEVV2LVbULZKifj1fjmWe6+ftu1wK7oo5djoUpMRCajyLUqk6m05i1KZk7qtrWlAM8DbjTTTlV2gdm2oKYfIBkkRqvrYaMN7pcxCu1uoin61G11SjBod8P0EjvHBCVQmR6hq8ilq+DYpGphnDZEVxqC5qQBo4vrMGAFAm7RHOFrZgg6nyZw+fTpkZ2eH7cBz5syB8ePHQ79+/aC5uRkee+wxOHDgAFx//fURX7sn6dUTLsMwDNNb+WHRVORHRT7hHk6TWVZWBjod/jBqamqCG264AaqrqyExMRFGjx4Na9asgUGDBnVxlSMPT7gMwzBMr6crTeby5TSm9rx582DevHlHqWTdhydchmEYJmIEAIgI7bEQ5THHCzzhRojVANAvHu1iXge1lQRtuPJ5o/cTIktrwYQJiV2EaNQr9h5jM4a53KnRxf3Lm9F9wmagZZFtXSMTPESWZMJ7sDVSu+k+FxbmxfplRNbqPzO8fY6gtsPiNLSVniJlAAIAKGpCu+2GOuoCku9C215pC7VZPV5aFd7+rIre3/lS1pqJin03dSjaJw19qD05bjDa8tQAooNb0O0pVEfdkPyVeE5XNW2/piZss/o26jLkD6GqKyioPTKkeNHI6KTq1SsB32VbZUoMtZsmJmJGIFsGDSlozEL7si5V8amJk8udSWUteI3APmo3rduC51xzkLoTLa7AetriqSKyoRa8xi8TqH23jw1VlaNT6RqDlERsF6+HtsOOWrTFLqmi7fCmA/vyEKAeCn2k8JsjafeEfCmUqztI22+7E8fR8uYKIvNq2A7Fgva04gQ01OYpzeCSmuxAC22/jQF8puTZ6D1kh3B89FNs9wFBx3/PII6aDfd4gSdchmEYJgqiXKXMEy7DMAzDdB/B+XAjhifcCGnxCSiQ1L/DlCX9umYMQxk0UxeCNYHOI0YNJRGjqJ7Rokd1l7lpCJFt19CRe0m9QTkOs2iMSaRqx+FSxKhUM1W9fd2A95TSShPJL25BlXa1m0bSutiPvs/jsmqJLLcAQ2vm5FKVZE0Fum98XUOTvg/2omvV/lYigudKUGX+2j4a9u3sEnTFOSWV+kP0G4DqbksxvXddDjaELo+q2s0TUXVq1lHVYpKU6L1vUPnV75P6gSoLdPHwMUjXULMKmSQ3Lz2tM5KsPqSc3yu5AjXRCg2VYz15dtD+UrIbVbWr62gmms8q8P5aQzRKU3E8lvPyROoml2HGuhifTtXG6dnYPzU9HQ9N1dg/11XSTDHvSZmFNgSo+WWSEftyTiytz/HJeA9ZVnrvcpSvnS3U5WtJPQZjaNXRfj0ccKwOUiJUFUoqc0+ImmYOSM0iPzMAANLMReHtghANeTtEylwUr2Q23d/ahe0iagTbcCOEJ1yGYRgmKo6WW9DxAk+4DMMwTOQIfsONFJ5wGYZhmIhht6DI4Qk3Qva62iDDijakTCu1jeg0tKPommgWkF3azvD2yjYaotEuhWgcaqcdcngC2pesemqcsTShHXWroCkE/1eDrjI6oG4XE1NQFVScSFMXZljQZWF9Ew2Pl+LEkHQ7nNRt5u970YZ1RRt14ZnShi5Dhf1olpD8k9BoleOi4SKb96N7w+YKaq8bkYjtUOmmNtX19dgubyqZhPK3oQ1ywmp63EjJ5aRfOg0jmlAouRrlKLbfVMmwb1fidspZlaxKWERdF7mfZZ8hvxJL0iXZGR1tRBSqw/oMlFN7ZHMp2hJLamiykE1N2GZr62gfPODFdulPbx1Gp+A5s6z0kZJjRXeUEdnUrp9QgPZevRK+0VeL915aQv10Pq3Ecr9ZRd3PEgW6gJ0dT0Ok9pNi5Y9JbCGyRKmcqlvXxib8LI8pAACvhseN0tM1DYMT0U48IE4JCRmUQ0LSe1/ZhiEhTRrNdNVfyiw0JJGWM13qWg1e2q/2umgf6RmicwtilTLDMAzDREh0b7hHYgHXzwOecBmGYZiIEVH64Ubnu3t8wBNuhGz0L4HMlsvDn5PM1L2g0Ia/3vQaVfkYmzDazFbYRmRfNKGqKs5I1b/D7ajKHJ1II8bEGVGPZGuiUX52uFBV/O/aXUTmF6jCPjON/uLMS0LVcGYcdR3Z1YhuM+lWGiJnfyuqUlVV38YGdNv5lYPmwTw5H/dNGkIj66RNwvr9hYfmw/SVY71U7qaq7+0NqIZs8tPr1XrxnKWKq9HqWmyz8i30uHQDqvf6KX4XeVK7p5vpPSSZUE1tM1KZWdf5w8cbwnK6/HSoNvrw+jVeGkmrzJUQ3i5xUlVmTUBS35to/8yOQTXkyGTar6eYsS4SjfScg5LRRJA1gKpqTTmobtYs9B6CDahKbdxKZV8dQBei/1dGVa67fNhfRsbQiFgFsXgP6lgZmIRuT0YjrfeyRqzDFXVUjbuwDsdOklDMGjHYr4cmUjXugFi8vhxtDABgl+ReJI99UCJUDVFiocnuRQU2Om5bAnj9fWqEKv8S6Hl+Wj7cExFdN/ZhGIZhGOYnwm+4DMMwTOSIn2DD7WKt4PEMT7gMwzBMFETph3sCq5R5wo2QDMtQ+Mq/Jvw5ueVUIh9OQjRSO5FBQ/cQQzMN0fi9wDB0n9VQ1xGrHm1yIxPo8n7ZvSHJSN1RYpuwMCVOKnum5vPwttM/mcjOl+xNRZk05N74FMyI0r+O2nC/kcIy5rtoGL8SJw6yB/ZS96UzatBN55cV1I1lTF+018UPV0JXjsPQi31OptaRQgfa6wIHqF3RWYL2yb1V1DWm2Ys2spYAteU5/Hick5rIoN6L1z/govbdtgB+9gWp3S3YxYJNvfQWYNLTV4IYqSpsBirLkFzVBsRRW6zdiPcUZ6C22AQz2pr7ZjYQWXw/7MuGfGov12Q3qADtu6EKXA/gWEdtquv3Yh/5sILak79s3RfeHm2mIQynpuFxfW20IU6SQkQmp1K3NW8bVtrOKhoOc3EV9uXXGj8nsjE6HOP9EmgWntGJWC99YunY9ASx7rc5ab18VoPrK5r11F1qhCaFhEygISH7x+H9epTMRaVSN5efUfDjc6vETV0Rfyo/JZbyCfqCyxMuwzAMEw3RveECq5QZhmEYJjKijTR1gs63POFGSn9RCHt0peHPy117iNxuwmgzwxOoSnlkIrqxWJSIUWbJZWizKCGy9yUPG6MugchOSsIIQKNSaFacdAuqyVYr6ubkVkwkv7iZ3kOVq294+xIfdbuYkIcuDFn9qKr2wnz8XH2Aqh1XV6E7RbGHZpspkZLOz9pJ72HMQdz33N1UBTohHxOaJ42kA1/fD1XFxtNo1p/kyVj3yW4lMbcUtSlUQ+8vWC0lIq+ij4yWJlQ1NrXSuvYEULWoPmq6igGgSbvqQMkgZcC+laioMuMSMYKTNZMep89A1aYunbYRiZBl7UdlcsajZupLFSxB9XPjJqrmXHsA+88nlbTPr3dh+42MoSrX36Zhu2dYaNuekol9MCOftpFOuoSjkqp/15ahu93/yuijb6Mfx8AU65lEli9lFjolhdZ1diyqrZ1eqv7dKplx3q+k0dzqdejiNlZPXX/kCFXF8T4i80uZhXY6aV0vd6HK2KKjrmL9Q4VAnyo9gYgyty3bcBmGYRim+0S9SpknXIZhGIbpNiLqwBcc2pFhGIZhIoLfcCODJ9wIGZZkAkszZiH5DrYS+ZeNuMTfbqS2w6F2tK2NUcLOxRrQhmVtollHvnOjrevNCmrHFAKvcWoatRMVpWLIvYwY6m6zrh5twWktNKvR1ibc968l1KZ6VVteePucljoiyyvG6+efTG1dOY694e263dQF5OsKDI83wkttxqWtaLN6qYT+Mn56N7p2TNlGXZROTUXbdnGffURmG4K2Nl0BdQuCbKxP3YA8ItKZ0EBIrZEA8VJmn2w1s09AsuUHFH+iUBe/9uVMQgZlqBokdx+jUpquMhDJtlgX7RNQi20d2l5FRK6taEvcsY+GN1xVVxje/rSSuuJYdHh/A+20XNfmYFur4TDHZ6ONM3UALafejvfup10QynZgv15SQcffa5W4GCINEons/EQcAwPi6IQwLgVt1Ak2Wpa6Fux36xpoKNC3KrFwfk1Zf2DBMT5MCQlZFIfPhqCgsj0taJeWnzUAAB4NbevDgbodDkgKwSf08dADCIAoEtBHd8zxAU+4DMMwTFRwtqDI4AmXYRiGiQJepRwpPOFGyMC4AMToUY2kbxxK5BtDW8Lbn1VT1alVyjYzMoG6VoxLRhVovJFGOLI1YmSdLU7qBvFCFbozeENUNXy2tDghJ53qk34pRajaXU3VqmkWvP7eFnoPslpuUyPNanSplAVoYr8KIosfimrPrHNo9KOLW3Dftl1Utbi9BNWXZS7qblPpRvXafqrJhEe2oKztO1rOiavQHWZMkpfIihPLw9uZeQ4is+ZjufVZiktNoqTSjusiAb1JVf92kT8kJD2YfIqaukW64RYluXgTyoKVtL+4D6A6r6qMuo7saEJ17PpGmnlqTT2eJ0ZH70FO7H5BNlXtZ1mxPfNsTiIb1A9VojED6aNIi8M6Czno9ZxbsF7WlFC1/3/LcN+tHpqxamysFKFKab5xSTgeB2TQKFt6A16vvIa65X1ejZ//XUPd69IE9rux8VS9PTIJz1kcT9tIziy0qZk+Cz6rxnLW6sqJbJQOn0VDk2h95sYoA6SniCrwxYk74XK2IIZhGIY5CvAbLsMwDBMFIioXnx+OOTFjTfGEyzAMw0RJNOphnnCZbmLShWBkArpImHU0nJupaVh4+9vADiL7qALD1Vl01NY1JhntheMkdx4AgBQTGslijdT1YJcD3YnmVdEsJ00+zAJ0UZDaTYsK0GVh1BDqAtKnGs+5roLaPwta0A62w0EH2x9L0P3morpiIrv4INrvhg2rITLLUDSoxZ5D6+UkP9ocx5RTm1XLVpTt3E9tZPVetAHWeVXbL/4qX1pN2+/fe9Fd5OA39P4GmPAa+bGqjQz3TTVTe2uiCV1JrHpqozbqOn9gybY8d5Ber8mHn+u81M5+sA3r8EBrEpHt9mG75+qoa0yWDe2fmVb65vLbAqxD9f5SzNi2cr8CAIgbgv1Ol0Ptn2BEdzDRSG2Mni1o1/z++3Qie68cx8D7DjrGxpsGhrenpdOMVf3jsNzjsquJLCEDXXH8bdTSJvet9yvo+FvQgGNuouF0IhuYiH1rQjJdK9DXjnXmCdC2/b4Zx8NHFdQ+f1C/P7w93jCMyIZJISEHKSEhnYEjZDeNasUxr1JmGIZhmAiITqUMIMDr9XZjv+MPXjTFMAzDRMTJJ5/841Y0E27ohFUpa+JE9kKOAKfTCXa7HR4ZMAvGJ2OVaUqH2+JA1dvmRirb4D0Q3s4QNFrPZXmoxp2QRlXKcVb8NVjpoP4My2tQxVXaSq+3pg2vN8JE3Scuz5fUa32o+0RcAapqQz56zro9eH+ryqm6udyNKq3tzVSF9Y0XXSamJhYR2YXZqE5vp24ega4rWo4SFcoiqYOVqEmiCt2gAnupO0rTHlSdltVRNadLShbv8FMFUIuUgN4RoL9VW/34AGkN0IeJW8oy71c0e91NQG9UfhpbJWGsgZ4k1oif7QZ6wTgjtq3dSNXbNikhfV4qdSNL7I8yQ1+qVtUypTq0UfU2eFC1Kcqpu41nM7a7qjb+oALbfVHTTiI7yYzub4MSaMXkWPH+Ts2hauPU/qie1ZmUbE/7sW3X7aOq6LcOYJ/Y7Csjsokx6D5VGEvPOSkd+12Wnbr+tEgubWtrqdr/7TJUb1drNJrUaDNeb0QSvd5QO96fUCa0rxs0uH/3XHA4HBAfT9svWjTtUN3rD7OnzA/RqbZs2QJDhgzpxv7HF/yGyzAMw0RMfX1dFMEvfni7PREnW+AJl2EYhomG5OTkH6eQUDdVywIABFRUlHdj3+MTnnAZhmGYqHC7D60uP9yEeyjRgQZZWVmH2ff4hW243eSQDfcs+10wLQ/tSyMSWzo9ZqsSlm1jI/6+2dhK3SeMAu1Ev82jIfcmZeK+yUnUfaLFKbnwVFPXmK1SSLzvG+mqwApRH96+Jptm6LkgH21fWcPp9fTJaDcNNlHXg7qtaJdS3YnK3ViWXTRiIqmL4bYUIjs3C22HEwuprTlpDNqpdEX0epAm2cWsFiqTQya6lLCIjZK9t47afoNSWD1/FbV/uhvRjuWSMroAALR6sM6Ekv0lJDpfPKLTpLUCmmKntWDd2+Jo21qT0I5pzKR2aH2G1CdTFVtekvTZpoSnlENQummmK6jFNQehndRu2rgey72mlD5oP6nEPvGdq57IRsViXx5IhwPkWDt370kdgnWhT6QuX8EGrLPK76j72UcHsP8sqKBuctka9slhSbRth9ilsmQoLlHxWE8NjfR6y6vw/l4vowNCziwk1wMAwCgpJOQQJTyszHdNdK3HO2UOWOaY16M23EO88cYb8Nvf/vZHW25n/TkEACFwOp0QFxfXyT7HP73uDXfHjh1w4YUXgt1uB5vNBmPHjoWysrIuj3n33XehqKgILBYLDB06FD7++GMiF0L8//bOPSiqI/vj34F58BSUCDhRHiqIKIooEJQq81upxYoJaFLG+BOMtUaDqz9jNmsgu1G2ajfBNVbF1Uqk3F+M+zMk7Lph0Y0pjUuEoBIofCGBKIICUQGN8lB5yZzfH8q9twcGeQzDiOdTdavm9uP2OX373jO3u083Nm/ejDFjxsDe3h5RUVEoKyszeT2GYRimdyxduvThL1Pfbg/GeXft2vVEG1tYm8EtLy9HZGQkAgICkJ2djaKiImzatAl2dnYm85w8eRJLly7FypUrcebMGSxcuBALFy5EcbG8T+3WrVuxY8cOpKamIj8/H46OjoiOjkZLS4vJ6zIMwzCPxsbGBllZWT2M5T4IW7lypcVlszasqkv5lVdegUajwb59+3qdZ8mSJbh79y6++uorKeyZZ55BcHAwUlNTQUTQ6/V466238Nvf/hYA0NDQAA8PD+zduxevvPJKr8rp7FIePzIGUyHvyvGStzglPsRNdqewNVpFSLkbS/7P4g4o5xSbvl9ViV1ar42RV6ia/7TYbaX3lssztIv/n8orZTeakzfEfrmLjXLXT16T2C03zV520fhvH/FPSfhUecKDQ5DY7Sjs8HJD7IpuPCd3wRaWi12LtYou14q7Yn3+WC93j5YZ7TY+303uCv8vd7G86d6ye5HLdLGby9ZP0U2nF7uwMUq+R+Rg5OJi28M6Mcpu6g6jTeYVG9CrjDeg7+nxU8lyU08b0BvL1dMORArZVPeMNqC/pXAFuiZ28XaUyXXfcE6U+Vyl3F6O1Yldp4d/ltuyn0bsHg1wlXUY7yhuSu6h6DKfNUEcShgxXdbXZrRYHjXJXcr3zovDBfnFY6Xfn18R/8QXNcvtJcJZHJ7wHyHrO3u02P07wVt2dbLRiM/7tUq5LR2+Kur+v9flVdmeJnFIZ/pIud2Fu4mrek0eKd+jDoN4n0//LJf3ZaVYn8U4j4rbBwelS7mT7t2EHozdZmZmIjY2dlDKfZywmi9cg8GAQ4cOwd/fH9HR0XB3d0d4eDgyMzN7zJeXl4eoqCghLDo6Gnl5eQCAy5cvo6amRkjj4uKC8PBwKU13tLa2orGxUTgYhmGY7ikuPi/NRJZ58CckJiZmyOSyJqzG4NbV1eHOnTvYsmUL5s+fj2+++QaLFi3Ciy++iJycHJP5ampq4OEhOs17eHigpqZGiu8MM5WmO1JSUuDi4iId48aNG6CGDMMww5cpU6Y8nDTV+aX/wPjm5+dDpXoyV5YyZsgMblpaGpycnKTjwoULAIDY2Fi8+eabCA4ORlJSEp5//nmkpqZaXL533nkHDQ0N0lFdXW1xGRiGYR4nrl27qvjKfbDIRVhY2FCLZTUM2eYFMTExCA8Pl85Hjx4NtVqNwMBAId3kyZNx/Phxk9fx9PREba24HGBtbS08PT2l+M6wMWPGCGmCg4NNXlen00Gn03UJn60NxKm2y9J5RpWvEK9RyWOloe7iUnZhellON624U8sIjTwW9cNtbyFu6zX5C/9m67NC3EuK5Qf9JovjblPC5HE3n5/E5SILFOOovk3imFWRYknKhAvibO64m9PlsivE8vzDbku/NVPFsVHXAHlcKqpBHG9t//Gq9PvaGXFMrlwx7n21WRwHq7ony/l/l8UxuQulsvvL1O9EWWYpVoic7iq2nfEe8jKCLuNFtyeNlyybyt1otuVIxbmzqAN0CvcUrTh23/N4q2Ls19gVp1UhW5NYn7gtu6pRnei21l4lp22oEN1mKmrlNnmuXtSv8Ge5TRbfE+/7JMWkxokjxPHd//GR79nT9mJ9TlCMR+pniDpoAhRuXS5jhTg0yWPP7cWiLBcLZB2+rBLzffbzOel3pDZIiPtvvfwMTHYW6zpMMYbsOFYcG72vqN6yUrGdfVkt67Dn52whbq4mUvo9ZaQ4byHyKbkuJjx1W4hraVUsM3lTfIdkVCnmO+CyEDdbG4gKHMRg8+Adq3roc/tgIiwjM2QG19nZucsU8dDQUOlLt5OLFy/C29sbpoiIiEBWVhY2bNgghR09ehQREREAAF9fX3h6eiIrK0sysI2NjcjPz8eaNWt6LW/n3LI2Qys6SJ7I0A7RB/Jeh/wCbbovvmDabeR8d++L+VoU2+e1G8TJFwaSJ7q0GsSXwR3FdRrbxPLUiiLutosPtbL8FvEdgjaD/NI0kDhpo6VDLv+OkQ6NCiOguWe0G4it0o9TjGtX5GtqFw2SUs5mo4WHWxR1rZQZAO5TmyJOrLNmhb7G96GpXc6najUyuApfYpWxfkpDamO0tqxii0FojSZN9WRwle2gTbwPwvldI2OskI2ajdqgUNdiNrGuxfvQphBFWbd4+Ex00tJhvI60nPGu0fOgrOvGLnWtqF+N0WtKoV+7Ub47QrsW60XZlo3bhFJu4zbRqJCzo9XI4CqKN34elM+q8hkGgHahzsQ2oCxfWUcA0HJfbuf3OoyeI5LrusPoue28R5aYI9vY2DkxS4Xx48f3IscTBFkRGRkZpNFoaPfu3VRWVkY7d+4kW1tbys3NldLEx8dTUlKSdH7ixAlSq9W0bds2Ki0tpeTkZNJoNHT+/HkpzZYtW8jV1ZUOHDhARUVFFBsbS76+vtTc3Nxr2aqrq0nRV8IHH3zw8dgd1dXVZnxjM33FqvbDXbRoEVJTU5GSkoL169dj0qRJ+PLLLxEZKXe/VFVVwUbxVTB79mx8/vnnePfdd/G73/0Ofn5+yMzMFBbHfvvtt3H37l2sXr0a9fX1iIyMxOHDh3v07zVGr9ejuroazs7OaGpqwrhx41BdXT1oU+wtQWNjI+thJQwHHTBM9BgOOsBIj8731pO8rKI1YFV+uI8LnT65g+nTZglYD+thOOiAYaLHcNABw0iP4YTVuAUxDMMwzHCGDS7DMAzDWAA2uP1Ap9MhOTm5W7ehxwnWw3oYDjpgmOgxHHTAMNJjOMFjuAzDMAxjAfgLl2EYhmEsABtchmEYhrEAbHAZhmEYxgKwwVVQWlqKmJgYuLi4wNHREaGhoaiqquoxz/79+xEQEAA7OzsEBQXh66+/FuKJCJs3b8aYMWNgb2+PqKgolJWVmbyeOUlISIBKpcL27dsfmfajjz6Cj48P7OzsEB4ejoKCAiG+paUFa9euhZubG5ycnPDSSy91WcPaHLS3tyMxMRFBQUFwdHSEXq/H8uXLce3atUfmtRYdeiuPMdbUllJSUhAaGgpnZ2e4u7tj4cKFXZZdtXYdumPLli1QqVTCUrDdYW16XL16FXFxcXBzc4O9vT2CgoJQWFjYY57s7GyEhIRAp9Nh4sSJ2Lt3b5c0fW2jzAAZ6qWurIVLly7RqFGjaOPGjXT69Gm6dOkSHThwgGpra03mOXHiBNna2tLWrVuppKSE3n333W6XlXRxcaHMzEw6d+4cxcTE9HlZyf6QkZFB06dPJ71eTx9++GGPadPT00mr1dKePXvohx9+oFWrVpGrq6uge0JCAo0bN46ysrKosLCQnnnmGZo9e7bZ5a6vr6eoqCj6+9//Tj/++CPl5eVRWFgYzZw587HRobfyKLG2thQdHU2ffvopFRcX09mzZ+m5554jLy8vunPnjsk81qaDMQUFBeTj40PTpk2jN95447HR49atW+Tt7U0rVqyg/Px8qqiooCNHjtClS5dM5qmoqCAHBwf6zW9+QyUlJdIyuYcPH5bS9LWNMgOHDe5DlixZQnFxcX3K8/LLL9OCBQuEsPDwcHr99deJiMhgMJCnpyd98MEHUnx9fT3pdDr64osvzCR5V3766Sd6+umnqbi4mLy9vR9pcMPCwmjt2rXSeUdHB+n1ekpJSZFk1mg0tH//filNaWkpAaC8vLxB06OTgoICAkCVlZUm01ibDo+SxxhrbUud1NXVEQDKyckxmcaadWhqaiI/Pz86evQozZ07t0eDa216JCYmUmRkZJ/yvP322zRlyhQhbMmSJRQdHS2d97WNMgOHu5QBGAwGHDp0CP7+/oiOjoa7uzvCw8ORmZnZY768vDxERUUJYdHR0cjLywMAXL58GTU1NUIaFxcXhIeHS2kGQ5f4+Hhs3Ljx4YbQPdPW1oZTp04JMtrY2CAqKkqS8dSpU2hvbxfSBAQEwMvLa9D0UNLQ0ACVSgVXV9du461Nh97IY4w1tiUlDQ0NAIBRo0aZTGPNOqxduxYLFizoIl93WJseBw8exKxZs7B48WK4u7tjxowZ+Otf/zogHfrTRpmBwwYXQF1dHe7cuYMtW7Zg/vz5+Oabb7Bo0SK8+OKLyMnJMZmvpqYGHh4eQpiHhwdqamqk+M4wU2nMzZ///Geo1WqsX7++V+lv3ryJjo6OR+qh1Wq7GLzB1KOTlpYWJCYmYunSpSbXg7U2HXojjzHW2JY6MRgM2LBhA+bMmSNsCmKMteqQnp6O06dPIyUlpVfprU2PiooK7Nq1C35+fjhy5AjWrFmD9evX429/+1ufdWhsbERzc3O/2igzcJ5Ig5uWlgYnJyfp6JwMEhsbizfffBPBwcFISkrC888/j9TU1KEW1yTGeuTk5OAvf/kL9u7dC5VK1YsrDD3GOuTm5kpx7e3tePnll0FE2LVr15DK+SSzdu1aFBcXIz09fahF6TPV1dV44403kJaW1qfdwawJg8GAkJAQvP/++5gxYwZWr16NVatWWfW7iemeJ9LgxsTE4OzZs9IRHBwMtVqNwMBAId3kyZN7nKXs6enZZZZrbW0tPD09pfjOMFNpzKnHyZMnUVdXBy8vL6jVaqjValRWVuKtt96Cj49Pt9d46qmnYGtr+0g92traUF9fb3Y9jHWYNWsWoDC2lZWVOHr0aI+7nQy1Dv2Rx5ihbkumWLduHb766iscO3YMY8eO7TGtNepw6tQp1NXVISQkRHomcnJysGPHDqjVanR0dHTJY216jBkzxmzvphEjRsDe3r5fbZQZOE+kwXV2dsbEiROlw8XFBaGhoV3cHi5evAhvb2+T14mIiEBWVpYQdvToUURERAAAfH194enpKaRpbGxEfn6+lMaceqxevRpFRUWCAdPr9di4cSOOHDnS7TW0Wi1mzpwpyGgwGJCVlSXJOHPmTGg0GiHNhQsXUFVVNWA9jHWwt7eXjG1ZWRn+85//wM3NrcdrDLUO/ZHHmKFuS8YQEdatW4d//etf+Pbbb+Hr6/vIPNamAwDMmzcP58+f7/KnbtmyZTh79ixsbW2tXo85c+aY/d3UnzbKmIGhnrVlLWRkZJBGo6Hdu3dTWVmZNI0+NzdXShMfH09JSUnS+YkTJ0itVtO2bduotLSUkpOTu3UfcHV1pQMHDlBRURHFxsZazA2CiLqdpfyLX/yCdu7cKZ2np6eTTqejvXv3UklJCa1evZpcXV2ppqZGSpOQkEBeXl707bffUmFhIUVERFBERITZ5W1ra6OYmBgaO3YsnT17lq5fvy4dra2tj4UOvZHH2tvSmjVryMXFhbKzs4V7cO/ePSmNtetgCuNZytauR0FBAanVanrvvfeorKyM0tLSyMHBgT777DMpTVJSEsXHx0vnnW5BGzdupNLSUvroo4+6dQt61DPDmBc2uAo++eQTmjhxItnZ2dH06dMpMzNTiJ87dy69+uqrQtg//vEP8vf3J61WS1OmTKFDhw4J8QaDgTZt2kQeHh6k0+lo3rx5dOHCBYvoQyYMrre3NyUnJwthO3fuJC8vL9JqtRQWFkbff/+9EN/c3Ey//vWvaeTIkeTg4ECLFi2i69evm13ey5cvE4Buj2PHjj0WOvRGHmtvS6buwaeffvrY6GAKY4P7OOjx73//m6ZOnUo6nY4CAgJo9+7dQvyrr75Kc+fOFcKOHTtGwcHBpNVqafz48cK96+RRzwxjXni3IIZhGIaxAE/kGC7DMAzDWBo2uAzDMAxjAdjgMgzDMIwFYIPLMAzDMBaADS7DMAzDWAA2uAzDMAxjAdjgMgzDMIwFYIPLMAzDMBaADS7DWIhPPvkEv/zlLwe9nMOHDyM4OBgGg2HQy2IYpvewwWUYC9DS0oJNmzYhOTl50MuaP38+NBoN0tLSBr0shmF6DxtchrEA//znPzFixAjMmTPHIuWtWLECO3bssEhZDMP0Dja4DNMHbty4AU9PT7z//vtS2MmTJ6HVartsh6YkPT0dL7zwghD27LPPYsOGDULYwoULsWLFCuncx8cHf/rTn7B8+XI4OTnB29sbBw8exI0bNxAbGwsnJydMmzYNhYWFwnVeeOEFFBYWory83AxaMwxjDtjgMkwfGD16NPbs2YM//OEPKCwsRFNTE+Lj47Fu3TrMmzfPZL7jx49j1qxZ/Srzww8/xJw5c3DmzBksWLAA8fHxWL58OeLi4nD69GlMmDABy5cvh3IfEi8vL3h4eCA3N7dfZTIMY37Y4DJMH3nuueewatUqLFu2DAkJCXB0dERKSorJ9PX19WhoaIBer+93ea+//jr8/PywefNmNDY2IjQ0FIsXL4a/vz8SExNRWlqK2tpaIZ9er0dlZWW/ymQYxvywwWWYfrBt2zbcv38f+/fvR1paGnQ6ncm0zc3NAAA7O7t+lTVt2jTpt4eHBwAgKCioS1hdXZ2Qz97eHvfu3etXmQzDmB82uAzTD8rLy3Ht2jUYDAZcuXKlx7Rubm5QqVS4ffv2I6/b0dHRJUyj0Ui/VSqVyTBjN6Bbt25h9OjRvdCGYRhLwAaXYfpIW1sb4uLisGTJEvzxj3/Ea6+91uXrUolWq0VgYCBKSkq6xBl3A1dUVJhFxpaWFpSXl2PGjBlmuR7DMAOHDS7D9JHf//73aGhowI4dO5CYmAh/f3/86le/6jFPdHQ0jh8/3iX8wIEDyMjIQHl5Od577z2UlJSgsrISV69eHZCM33//PXQ6HSIiIgZ0HYZhzAcbXIbpA9nZ2di+fTv27duHESNGwMbGBvv27UNubi527dplMt/KlSvx9ddfo6GhQQhfsGABtm7disDAQHz33Xf4+OOPUVBQgH379g1Izi+++ALLli2Dg4PDgK7DMIz5UJHSl4BhmEFj8eLFCAkJwTvvvAM89MMNDg7G9u3bzVrOzZs3MWnSJBQWFsLX19es12YYpv/wFy7DWIgPPvgATk5Og17OlStX8PHHH7OxZRgrg79wGWaIGKwvXIZhrBM2uAzDMAxjAbhLmWEYhmEsABtchmEYhrEAbHAZhmEYxgKwwWUYhmEYC8AGl2EYhmEsABtchmEYhrEAbHAZhmEYxgKwwWUYhmEYC8AGl2EYhmEswP8D5ZUOT1xNSEIAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(sim, task_name=\"bc_example1\", path=\"data/bc_example1.hdf5\", verbose=True)\n",
    "fig, ax = plt.subplots(tight_layout=True, figsize=(5, 4))\n",
    "sim_data.plot_field(field_monitor_name=\"xz_time\", field_name=\"Ex\", y=0, val=\"abs\", t=2e-13, ax=ax)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "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": "2023-08-18T17:18:56.710440Z",
     "iopub.status.busy": "2023-08-18T17:18:56.710229Z",
     "iopub.status.idle": "2023-08-18T17:18:56.897491Z",
     "shell.execute_reply": "2023-08-18T17:18:56.896922Z"
    }
   },
   "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()"
   ]
  },
  {
   "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](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.BoundarySpec.html), the class [Boundary](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_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": "2023-08-18T17:18:56.899877Z",
     "iopub.status.busy": "2023-08-18T17:18:56.899730Z",
     "iopub.status.idle": "2023-08-18T17:18:56.930906Z",
     "shell.execute_reply": "2023-08-18T17:18:56.930226Z"
    }
   },
   "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 = domain_size / 10  # 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",
    ")"
   ]
  },
  {
   "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": "2023-08-18T17:18:56.933927Z",
     "iopub.status.busy": "2023-08-18T17:18:56.933713Z",
     "iopub.status.idle": "2023-08-18T17:18:57.141475Z",
     "shell.execute_reply": "2023-08-18T17:18:57.140924Z"
    }
   },
   "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()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Run Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:18:57.143588Z",
     "iopub.status.busy": "2023-08-18T17:18:57.143340Z",
     "iopub.status.idle": "2023-08-18T17:19:23.649189Z",
     "shell.execute_reply": "2023-08-18T17:19:23.648592Z"
    }
   },
   "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\">19:27:37 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'bc_example2'</span> with task_id                           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:27:37 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'bc_example2'\u001b[0m with task_id                           \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \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\">              </span>View task using web UI at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a8</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">42-4a4e-9569-17f23e4c9173'</span></a>.                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=871492;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=351966;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=871492;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=212574;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=871492;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[32m-b22f52bf-a8\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=871492;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[32m42-4a4e-9569-17f23e4c9173'\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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=82870;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0e869bd5b8484c31b05bcbdca14bf0c6",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:27:39 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. Minimum cost depends on task      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>FlexCredit cost after a simulation run.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:27:39 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task      \n",
       "\u001b[2;36m              \u001b[0mexecution details. 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 the billed \n",
       "\u001b[2;36m              \u001b[0mFlexCredit cost after a simulation run.                           \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\">19:27:40 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:27:40 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \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\">              </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Terminating the Python script will not stop the job running on the\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>cloud.                                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or             \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.     \n",
       "\u001b[2;36m              \u001b[0mTerminating the Python script will not stop the job running on the\n",
       "\u001b[2;36m              \u001b[0mcloud.                                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6bed06d5a2d647c1a5c52d2bd903b667",
       "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\">19:29:06 CEST </span>status = preprocess                                               \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:06 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                               \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\">19:29:11 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:11 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \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\">              </span>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f8679f6c5b384932b6b38f49b7a3ad7a",
       "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\">19:29:12 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span>%, exiting.                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:12 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m4\u001b[0m%, exiting.                            \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\">              </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \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\">              </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a8</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">42-4a4e-9569-17f23e4c9173'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=367499;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=385798;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=367499;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=583884;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=367499;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[4;34m-b22f52bf-a8\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=367499;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b22f52bf-a842-4a4e-9569-17f23e4c9173\u001b\\\u001b[4;34m42-4a4e-9569-17f23e4c9173'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6c0c457a59b84347bf17c6cbe573cb50",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:29:15 CEST </span>loading simulation from data/bc_example2.hdf5                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:15 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/bc_example2.hdf5                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(sim, task_name=\"bc_example2\", path=\"data/bc_example2.hdf5\", verbose=True)"
   ]
  },
  {
   "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": "2023-08-18T17:19:24.145895Z",
     "iopub.status.busy": "2023-08-18T17:19:24.145757Z",
     "iopub.status.idle": "2023-08-18T17:19:24.888926Z",
     "shell.execute_reply": "2023-08-18T17:19:24.888168Z"
    }
   },
   "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(field_monitor_name=\"xz_time\", field_name=\"Ex\", y=0, val=\"abs\", t=2e-13, ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"xz_time\", field_name=\"Ez\", y=0, val=\"abs\", t=2e-13, ax=ax2)\n",
    "plt.show()"
   ]
  },
  {
   "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": "2023-08-18T17:19:24.892052Z",
     "iopub.status.busy": "2023-08-18T17:19:24.891789Z",
     "iopub.status.idle": "2023-08-18T17:19:25.415444Z",
     "shell.execute_reply": "2023-08-18T17:19:25.414864Z"
    }
   },
   "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\">              </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A periodic boundary condition was specified on the       </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #800000; text-decoration-color: #800000\">opposite side of a perfect electric or magnetic conductor         </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #800000; text-decoration-color: #800000\">boundary. This periodic boundary condition will be replaced by the</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #800000; text-decoration-color: #800000\">perfect electric or magnetic conductor across from it.            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A periodic boundary condition was specified on the       \u001b[0m\n",
       "\u001b[2;36m              \u001b[0m\u001b[31mopposite side of a perfect electric or magnetic conductor         \u001b[0m\n",
       "\u001b[2;36m              \u001b[0m\u001b[31mboundary. This periodic boundary condition will be replaced by the\u001b[0m\n",
       "\u001b[2;36m              \u001b[0m\u001b[31mperfect electric or magnetic conductor across from it.            \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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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()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Run Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:19:25.417894Z",
     "iopub.status.busy": "2023-08-18T17:19:25.417748Z",
     "iopub.status.idle": "2023-08-18T17:20:04.810523Z",
     "shell.execute_reply": "2023-08-18T17:20:04.809927Z"
    }
   },
   "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\">              </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'bc_example3'</span> with task_id                           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'bc_example3'\u001b[0m with task_id                           \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \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\">              </span>View task using web UI at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">d2-4c7b-a887-6c34ace6fc38'</span></a>.                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=938708;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=281354;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=938708;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=734126;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=938708;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[32m-df8fc395-31\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=938708;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[32md2-4c7b-a887-6c34ace6fc38'\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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=465782;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d568baacd880413c857c9464cdae1740",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:29:17 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. Minimum cost depends on task      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>FlexCredit cost after a simulation run.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:17 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task      \n",
       "\u001b[2;36m              \u001b[0mexecution details. 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 the billed \n",
       "\u001b[2;36m              \u001b[0mFlexCredit cost after a simulation run.                           \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\">19:29:18 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:18 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \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\">              </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Terminating the Python script will not stop the job running on the\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>cloud.                                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or             \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.     \n",
       "\u001b[2;36m              \u001b[0mTerminating the Python script will not stop the job running on the\n",
       "\u001b[2;36m              \u001b[0mcloud.                                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "aaa1584340d3439bba49fc67e31e2ad6",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:29:27 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:27 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \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\">19:29:28 CEST </span>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:28 CEST\u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2a05036bff9747c79e9df3a27371c789",
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       "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\">19:29:34 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">92</span>%, exiting.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:34 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m92\u001b[0m%, exiting.                           \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\">              </span>status = postprocess                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3259f0a3e0ca42beb4519d2a85d5b093",
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       "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\">19:29:37 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:37 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \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\">19:29:39 CEST </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">d2-4c7b-a887-6c34ace6fc38'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:39 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=663037;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=955952;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=663037;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=95020;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=663037;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[4;34m-df8fc395-31\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=663037;https://tidy3d.simulation.cloud/workbench?taskId=fdve-df8fc395-31d2-4c7b-a887-6c34ace6fc38\u001b\\\u001b[4;34md2-4c7b-a887-6c34ace6fc38'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
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       "version_minor": 0
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      "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:29:41 CEST </span>loading simulation from data/bc_example3.hdf5                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:41 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/bc_example3.hdf5                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(sim, task_name=\"bc_example3\", path=\"data/bc_example3.hdf5\", verbose=True)"
   ]
  },
  {
   "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": "2023-08-18T17:20:05.450944Z",
     "iopub.status.busy": "2023-08-18T17:20:05.450811Z",
     "iopub.status.idle": "2023-08-18T17:20:07.514760Z",
     "shell.execute_reply": "2023-08-18T17:20:07.514234Z"
    }
   },
   "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(field_monitor_name=\"xz_freq\", field_name=\"Ey\", y=0, val=\"abs\", f=f0, ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"xz_freq\", field_name=\"Ez\", y=0, val=\"abs\", f=f0, ax=ax2)\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(field_monitor_name=\"yz_freq\", field_name=\"Ex\", x=0, val=\"abs\", f=f0, ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"yz_freq\", field_name=\"Ez\", x=0, val=\"abs\", f=f0, ax=ax2)\n",
    "fig.suptitle(\"Notice that both Ex and Ez go to zero on the left (PEC) side\", fontsize=16)\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "sim_data.plot_field(field_monitor_name=\"yz_freq\", field_name=\"Hx\", x=0, val=\"abs\", f=f0, ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"yz_freq\", field_name=\"Hz\", x=0, val=\"abs\", f=f0, ax=ax2)\n",
    "fig.suptitle(\"Notice that both Hx and Hz go to zero on the right (PMC) side\", fontsize=16)\n",
    "plt.show()"
   ]
  },
  {
   "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": "2023-08-18T17:20:07.516811Z",
     "iopub.status.busy": "2023-08-18T17:20:07.516662Z",
     "iopub.status.idle": "2023-08-18T17:20:07.655084Z",
     "shell.execute_reply": "2023-08-18T17:20:07.654565Z"
    }
   },
   "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 = domain_size / 10  # 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()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Run Simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-08-18T17:20:07.657100Z",
     "iopub.status.busy": "2023-08-18T17:20:07.656898Z",
     "iopub.status.idle": "2023-08-18T17:20:34.393566Z",
     "shell.execute_reply": "2023-08-18T17:20:34.392984Z"
    }
   },
   "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\">19:29:42 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'bc_example4'</span> with task_id                           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:42 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'bc_example4'\u001b[0m with task_id                           \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \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\">              </span>View task using web UI at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">5c-43db-813e-92b6717380eb'</span></a>.                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=893191;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=247497;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=893191;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=529946;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=893191;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[32m-04fd1a5a-1f\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=893191;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[32m5c-43db-813e-92b6717380eb'\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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=731617;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "049d828ea0364ef59873e503d171062d",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:29:44 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.065</span>. Minimum cost depends on task      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>FlexCredit cost after a simulation run.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:44 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.065\u001b[0m. Minimum cost depends on task      \n",
       "\u001b[2;36m              \u001b[0mexecution details. 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 the billed \n",
       "\u001b[2;36m              \u001b[0mFlexCredit cost after a simulation run.                           \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\">19:29:45 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:45 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \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\">              </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Terminating the Python script will not stop the job running on the\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>cloud.                                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or             \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.     \n",
       "\u001b[2;36m              \u001b[0mTerminating the Python script will not stop the job running on the\n",
       "\u001b[2;36m              \u001b[0mcloud.                                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ac2e0f18b8094148aabe90c5c889546c",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:29:56 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:56 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \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\">              </span>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e79d59e08dd64fe5b9af41877ae45d14",
       "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\">19:29:58 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span>%, exiting.                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:58 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m4\u001b[0m%, exiting.                            \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\">19:29:59 CEST </span>status = postprocess                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:29:59 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d3e1ceff3a274c1faa1607cdc47e430c",
       "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\">19:30:01 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:30:01 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \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\">19:30:03 CEST </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">5c-43db-813e-92b6717380eb'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:30:03 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=179684;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=72487;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=179684;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=60171;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=179684;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[4;34m-04fd1a5a-1f\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=179684;https://tidy3d.simulation.cloud/workbench?taskId=fdve-04fd1a5a-1f5c-43db-813e-92b6717380eb\u001b\\\u001b[4;34m5c-43db-813e-92b6717380eb'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "649b0d57206e430c82ba1461080f0405",
       "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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:30:06 CEST </span>loading simulation from data/bc_example4.hdf5                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:30:06 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/bc_example4.hdf5                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(sim, task_name=\"bc_example4\", path=\"data/bc_example4.hdf5\")"
   ]
  },
  {
   "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": "2023-08-18T17:20:34.920233Z",
     "iopub.status.busy": "2023-08-18T17:20:34.920052Z",
     "iopub.status.idle": "2023-08-18T17:20:38.390774Z",
     "shell.execute_reply": "2023-08-18T17:20:38.390242Z"
    }
   },
   "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(field_monitor_name=\"xz_freq\", field_name=\"Ey\", y=0, val=\"real\", f=f0, ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"xz_freq\", field_name=\"Ey\", y=0, val=\"real\", f=f0, ax=ax2)\n",
    "sim_data.plot_field(field_monitor_name=\"xz_freq\", field_name=\"Ez\", y=0, val=\"real\", f=f0, ax=ax3)\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(13, 4))\n",
    "sim_data.plot_field(field_monitor_name=\"yz_freq\", field_name=\"Ex\", x=0, val=\"real\", f=f0, ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"yz_freq\", field_name=\"Ey\", x=0, val=\"real\", f=f0, ax=ax2)\n",
    "sim_data.plot_field(field_monitor_name=\"yz_freq\", field_name=\"Ez\", x=0, val=\"real\", f=f0, ax=ax3)\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(13, 4))\n",
    "sim_data.plot_field(field_monitor_name=\"xy_freq\", field_name=\"Ex\", z=0, val=\"real\", f=f0, ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"xy_freq\", field_name=\"Ey\", z=0, val=\"real\", f=f0, ax=ax2)\n",
    "sim_data.plot_field(field_monitor_name=\"xy_freq\", field_name=\"Ez\", z=0, val=\"real\", f=f0, ax=ax3)\n",
    "fig.suptitle(\"Observe the phi=pi/6 angle w.r.t. the x axis\", fontsize=16)\n",
    "\n",
    "plt.show()"
   ]
  },
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    "## 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)](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.BoundarySpec.html), where x, y, z are [Boundary](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Boundary.html) objects.\n",
    "\n",
    "* [Boundary](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Boundary.html) objects have some convenience methods, like `.pml()` for defining the boundaries along an edge with more parameters.\n",
    "\n",
    "* [Boundary](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Boundary.html) objects can be further specified by supplying boundary conditions to the `plus` and `minus` fields.\n"
   ]
  }
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