{ "cells": [ { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000001", "metadata": {}, "source": [ "# JSBSim Flight Simulation\n", "\n", "This notebook demonstrates a trimmed flight simulation with the **Cessna 172P** using the\n", "[JSBSim](https://github.com/JSBSim-Team/jsbsim) Python API. We record a set of key flight\n", "parameters over a 60-second time window and visualise them as time-history plots.\n", "\n", "## Topics covered\n", "\n", "* Running a longer simulation loop with data collection.\n", "* Working with JSBSim's property tree (positions, velocities, attitudes, forces).\n", "* Unit conversions (feet → metres, knots → m/s, radians → degrees).\n", "* Producing publication-quality plots with `matplotlib`." ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000002", "metadata": {}, "source": [ "## 1. Setup" ] }, { "cell_type": "code", "execution_count": 1, "id": "colab-install", "metadata": {}, "outputs": [], "source": [ "# If running on Google Colab, install the required packages.\n", "\n", "import sys\n", "\n", "if 'google.colab' in sys.modules:\n", " print('Running on Google Colab \\u2013 installing jsbsim \\u2026')\n", " !pip install jsbsim" ] }, { "cell_type": "code", "execution_count": 2, "id": "b2c3d4e5-0002-4000-8000-000000000003", "metadata": { "execution": { "iopub.execute_input": "2026-04-03T12:36:27.120406Z", "iopub.status.busy": "2026-04-03T12:36:27.120251Z", "iopub.status.idle": "2026-04-03T12:36:27.473910Z", "shell.execute_reply": "2026-04-03T12:36:27.473231Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "JSBSim version : 1.3.0\n", "NumPy version : 2.4.4\n", "Matplotlib ver : 3.10.8\n" ] } ], "source": [ "import math\n", "import numpy as np\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "import jsbsim\n", "\n", "matplotlib.rcParams.update({\n", " 'figure.dpi': 120,\n", " 'axes.grid': True,\n", " 'grid.alpha': 0.4,\n", "})\n", "\n", "print(f\"JSBSim version : {jsbsim.__version__}\")\n", "print(f\"NumPy version : {np.__version__}\")\n", "print(f\"Matplotlib ver : {matplotlib.__version__}\")" ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000004", "metadata": {}, "source": [ "## 2. Initialise JSBSim and trim" ] }, { "cell_type": "code", "execution_count": 3, "id": "b2c3d4e5-0002-4000-8000-000000000005", "metadata": { "execution": { "iopub.execute_input": "2026-04-03T12:36:27.476222Z", "iopub.status.busy": "2026-04-03T12:36:27.475957Z", "iopub.status.idle": "2026-04-03T12:36:27.492775Z", "shell.execute_reply": "2026-04-03T12:36:27.491963Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", " JSBSim Flight Dynamics Model v1.3.0 Apr 9 2026 10:00:08\n", " [JSBSim-ML v2.0]\n", "\n", "JSBSim startup beginning ...\n", "\n", "Aircraft : c172p\n", "Alt (MSL) : 5000 ft\n", "Airspeed : 90 kts KCAS\n", "Time step Δt : 0.008333 s (120 Hz)\n", "Record step : every 12 steps (10 Hz)\n", "Trim AoA : 1.28 deg\n", "Trim throttle : 0.694\n" ] } ], "source": [ "# ---------- configuration ----------\n", "AIRCRAFT = 'c172p'\n", "ALT_FT = 5000.0 # Initial altitude [ft MSL]\n", "AIRSPEED_KTS = 90.0 # Calibrated airspeed [kts]\n", "HEADING_DEG = 90.0 # True heading [deg]\n", "SIM_DURATION = 60.0 # Simulation duration [s]\n", "RECORD_HZ = 10 # Data recording frequency [Hz]\n", "# -----------------------------------\n", "\n", "fdm = jsbsim.FGFDMExec(None)\n", "fdm.set_debug_level(0)\n", "fdm.load_model(AIRCRAFT)\n", "\n", "fdm['ic/h-sl-ft'] = ALT_FT\n", "fdm['ic/vc-kts'] = AIRSPEED_KTS\n", "fdm['ic/gamma-deg'] = 0.0\n", "fdm['ic/psi-true-deg'] = HEADING_DEG\n", "fdm.run_ic()\n", "\n", "fdm['propulsion/set-running'] = -1\n", "fdm['simulation/do_simple_trim'] = 1\n", "\n", "dt = fdm.get_delta_t()\n", "record_step = max(1, int(1.0 / (RECORD_HZ * dt)))\n", "\n", "print(f\"Aircraft : {AIRCRAFT}\")\n", "print(f\"Alt (MSL) : {ALT_FT:.0f} ft\")\n", "print(f\"Airspeed : {AIRSPEED_KTS:.0f} kts KCAS\")\n", "print(f\"Time step Δt : {dt:.6f} s ({1/dt:.0f} Hz)\")\n", "print(f\"Record step : every {record_step} steps ({RECORD_HZ} Hz)\")\n", "print(f\"Trim AoA : {fdm['aero/alpha-deg']:.2f} deg\")\n", "print(f\"Trim throttle : {fdm['fcs/throttle-cmd-norm[0]']:.3f}\")" ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000006", "metadata": {}, "source": [ "## 3. Run the simulation and record data" ] }, { "cell_type": "code", "execution_count": 4, "id": "b2c3d4e5-0002-4000-8000-000000000007", "metadata": { "execution": { "iopub.execute_input": "2026-04-03T12:36:27.494355Z", "iopub.status.busy": "2026-04-03T12:36:27.494202Z", "iopub.status.idle": "2026-04-03T12:36:27.569264Z", "shell.execute_reply": "2026-04-03T12:36:27.568394Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Recorded 600 samples over 60 s\n", "Final altitude : 5000.2 ft\n", "Final airspeed : 90.0 kts KCAS\n" ] } ], "source": [ "# Containers for recorded data\n", "rec = {\n", " 't_s': [],\n", " 'alt_ft': [],\n", " 'alt_m': [],\n", " 'vt_fps': [],\n", " 'vc_kts': [],\n", " 'alpha_deg': [],\n", " 'theta_deg': [],\n", " 'phi_deg': [],\n", " 'psi_deg': [],\n", " 'nx': [], # load factor (longitudinal)\n", " 'nz': [], # load factor (normal)\n", " 'lat_deg': [],\n", " 'lon_deg': [],\n", "}\n", "\n", "total_steps = int(SIM_DURATION / dt)\n", "step = 0\n", "\n", "while step < total_steps:\n", " fdm.run()\n", " step += 1\n", "\n", " if step % record_step == 0:\n", " rec['t_s'].append(fdm['simulation/sim-time-sec'])\n", " rec['alt_ft'].append(fdm['position/h-sl-ft'])\n", " rec['alt_m'].append(fdm['position/h-sl-ft'] * 0.3048)\n", " rec['vt_fps'].append(fdm['velocities/vt-fps'])\n", " rec['vc_kts'].append(fdm['velocities/vc-kts'])\n", " rec['alpha_deg'].append(fdm['aero/alpha-deg'])\n", " rec['theta_deg'].append(fdm['attitude/theta-deg'])\n", " rec['phi_deg'].append(fdm['attitude/phi-deg'])\n", " rec['psi_deg'].append(fdm['attitude/psi-deg'])\n", " rec['nx'].append(fdm['accelerations/Nx'])\n", " rec['nz'].append(fdm['accelerations/Nz'])\n", " rec['lat_deg'].append(math.degrees(fdm['position/lat-geod-rad']))\n", " rec['lon_deg'].append(math.degrees(fdm['position/long-gc-rad']))\n", "\n", "# Convert to NumPy arrays for convenient indexing\n", "for key in rec:\n", " rec[key] = np.array(rec[key])\n", "\n", "print(f\"Recorded {len(rec['t_s'])} samples over {SIM_DURATION:.0f} s\")\n", "print(f\"Final altitude : {rec['alt_ft'][-1]:.1f} ft\")\n", "print(f\"Final airspeed : {rec['vc_kts'][-1]:.1f} kts KCAS\")" ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000008", "metadata": {}, "source": [ "## 4. Visualise – altitude and airspeed" ] }, { "cell_type": "code", "execution_count": 5, "id": "b2c3d4e5-0002-4000-8000-000000000009", "metadata": { "execution": { "iopub.execute_input": "2026-04-03T12:36:27.570779Z", "iopub.status.busy": "2026-04-03T12:36:27.570627Z", "iopub.status.idle": "2026-04-03T12:36:27.974852Z", "shell.execute_reply": "2026-04-03T12:36:27.973883Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Figure saved as altitude_airspeed.png\n" ] } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(10, 6), sharex=True)\n", "\n", "axes[0].plot(rec['t_s'], rec['alt_ft'], color='steelblue', linewidth=1.5)\n", "axes[0].set_ylabel('Altitude (ft MSL)')\n", "axes[0].set_title(f'{AIRCRAFT.upper()} – Trimmed Level Flight '\n", " f'({ALT_FT:.0f} ft, {AIRSPEED_KTS:.0f} kts)')\n", "\n", "axes[1].plot(rec['t_s'], rec['vc_kts'], color='darkorange', linewidth=1.5)\n", "axes[1].set_ylabel('Calibrated Airspeed (kts)')\n", "axes[1].set_xlabel('Time (s)')\n", "\n", "plt.tight_layout()\n", "plt.savefig('altitude_airspeed.png', bbox_inches='tight')\n", "plt.show()\n", "print(\"Figure saved as altitude_airspeed.png\")" ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000010", "metadata": {}, "source": [ "## 5. Visualise – attitude angles" ] }, { "cell_type": "code", "execution_count": 6, "id": "b2c3d4e5-0002-4000-8000-000000000011", "metadata": { "execution": { "iopub.execute_input": "2026-04-03T12:36:27.976495Z", "iopub.status.busy": "2026-04-03T12:36:27.976333Z", "iopub.status.idle": "2026-04-03T12:36:28.472725Z", "shell.execute_reply": "2026-04-03T12:36:28.471866Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(3, 1, figsize=(10, 8), sharex=True)\n", "\n", "axes[0].plot(rec['t_s'], rec['theta_deg'], color='mediumseagreen', linewidth=1.5)\n", "axes[0].set_ylabel('Pitch θ (deg)')\n", "axes[0].set_title('Attitude Time History')\n", "\n", "axes[1].plot(rec['t_s'], rec['phi_deg'], color='crimson', linewidth=1.5)\n", "axes[1].set_ylabel('Roll φ (deg)')\n", "\n", "axes[2].plot(rec['t_s'], rec['psi_deg'], color='mediumpurple', linewidth=1.5)\n", "axes[2].set_ylabel('Heading ψ (deg)')\n", "axes[2].set_xlabel('Time (s)')\n", "\n", "plt.tight_layout()\n", "plt.savefig('attitude.png', bbox_inches='tight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000012", "metadata": {}, "source": [ "## 6. Visualise – ground track" ] }, { "cell_type": "code", "execution_count": 7, "id": "b2c3d4e5-0002-4000-8000-000000000013", "metadata": { "execution": { "iopub.execute_input": "2026-04-03T12:36:28.474438Z", "iopub.status.busy": "2026-04-03T12:36:28.474279Z", "iopub.status.idle": "2026-04-03T12:36:28.752376Z", "shell.execute_reply": "2026-04-03T12:36:28.751493Z" } }, "outputs": [ { "data": { "image/png": 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+3n///ed3e6B4C4O/fpKksWPHas+ePZo0aZLmz5+vV155Rc8884xGjBihK6+80qe+O3HLPVqTF/PmzVOFChV07bXXavbs2fmOHwAQGiQzAOBH7969VapUKaWmpuqPP/4o1Lbd94bMnz/f7/Z58+ZJkpo2beopq1ChgiRp69atPvVz3/cSDPfxFixY4LNt8+bNfo9d1DZu3CgpZxrYyfzFedFFF0mS5syZI6cz70+YO++887RgwQJVqFBB1113nWbOnFmwgAEAxYpkBgD8qF27tp544gnPqlmLFi3yW68goyKXXHKJ6tWrpx9//FGpqale21JTU7Vw4ULVrVtXrVq18pS77yl58803ver/9ttvevnll/Mdgz+33HKLwsPD9eqrr3o9z8bpdOqRRx7JV3JQWNwLEZyc+M2ZM0dvvfWWT/0LL7xQLVu21OrVqzVq1Cif7Xv27NHRo0f9Huvcc8/VDz/8oMqVKyslJUUff/xx0PEDsCHTsO4LPrhnBgACGDZsmEzT1DPPPKNLLrlEF154oZKTkxUXF6f9+/dry5Ytmjt3riTl60Z9wzD0zjvvqEOHDrrhhhvUpUsX1a9fX3/++admzpypsmXL6t133/W6d6NLly6qU6eOPvzwQ23btk0tWrTQP//8o1mzZqlLly6aNm1a0Od7zjnn6IUXXtDDDz+sCy64QDfccIPKly+vOXPmaP/+/TrvvPP066+/Bn2c/OjXr58mT56slJQUde/eXVWrVtWaNWv09ddfq0ePHn4Tjvfff19t27bV0KFD9cknn3jucdqwYYO++eYbrVu3zmu1ttySkpK0cOFCXXbZZbrllluUmZmpXr16FfFZAgAKipEZAAjAMAyNGDFCa9eu1YMPPqisrCxNnTpVo0aN0tSpU/Xff//p3nvv1YoVK/Tuu+/mq+0WLVpo2bJluvnmm7V48WKNHj1aixYt0k033aRly5apRYsWXvWjoqL03XffqUePHlqzZo1ee+01bd68WVOnTtW9995baOf80EMPaerUqapZs6amTJmit99+W40aNdKiRYs8U92K03nnnad58+apZcuW+vLLLzVhwgQdPHhQM2bM0D333ON3n5o1a2rlypV69NFHdejQIb322muaNGmS/vnnHz388MNKSEg45TFr1KihH374QUlJSbr99tt9RsMAANZhmO4leQAAAIAz1O+//65GjRrpt8m11LBmZKjD8fH7X5lqfPtmrVmzRg0bNgx1OJbByAwAAAAAWyKZAQAAAGBLLAAAAAAAuDllzYdmFv+CkrbAyAwAAAAAWyKZAQAAAGBLTDMDAAAAcmOtX9tgZAYAAACALZHMAAAAALAlppnZ0P79+7VgwQJVq1ZNkZHWe6gTAABAXmRmZmrr1q1q06aNYmNjQx1ODqdh0dXMLBiTBZDM2NCCBQvUtWvXUIcBAABQKGbOnKkuXbqEOgzYEMmMDVWrVk1Szg9+UlJSobd//PhxpaWlKSEhQeHh4YXePk6N/g8t+j+06P/Qov9D50zt+40bN6pr166ezzZAfpHM2JB7allSUpIaNmxY6O0fO3ZMsbGxqlq1qiIiIgq9fZwa/R9a9H9o0f+hRf+Hzpne95aaNm8aOS+rsWJMFsACAAAAAABsiWQGAAAAgC0xzQwAAABwc7peVmPFmCyAkRkAAAAAtsTIDAAAKDGysrK0b98+paenyzTNUIeTZ06nUxkZGfrnn3/kcNj7b82GYahMmTKqUKGCSpXioyaKlr1/WgAAAFxM09S2bdu0e/duHT9+PNTh5IthGIqKipJh2H/FquPHj2v37t3avn27rRJK2BPpMgAAKBEOHTqkjIwMlS9fXomJibZKDJxOp44fP67w8HDbj8yYpqmdO3fqwIEDOnTokMqVKxfqkPLJokszy4oxhZ69f1oAAABcDh48KElKSEiwVSJT0hiGoYSEBEknvidAUSGZAQAAJcLx48dVqlQp7tOwAPf3wW7T/Uqi+fPnyzAMv6+ff/7Zq+6iRYvUqlUrxcTEqEqVKhowYIDS09NDFHne8NMOAABKBNM0bT9FqyRxOBy2vGfGdBoyndYb2Qs2pgEDBqh58+ZeZUlJSZ5/r169Wu3bt9e5556rsWPHatu2bXrxxRe1YcMGffXVV0EduyiRzAAAgBKD6WXWwffCWi699FJ179494PahQ4eqQoUKmj9/vuc+p3POOUd9+vTRN998oyuuuKK4Qs0XkhkAAIAA/kv/T+/+8q7W71mv9OPpKhNeRnUr1lWv83upcpnKoQ4PyJdDhw4pOjraZyrmwYMH9e2332rgwIFeCzb06tVLAwcO1LRp00hmAAAA7GLp9qUa9/M4pa5NVZYzy2f70O+HqnuD7hp40UAln5UcgghRZEyLrmYWZEy333670tPTFRYWpksvvVSjR49Ws2bNJEm//fabsrKyPF+7RUREqEmTJlq1alVQxy5KTCwFAADIZcKyCbp40sX6aM1HfhMZScpyZumjNR/p4kkXa8KyCcUS12+//abu3burRo0aioqK0llnnaUOHTro1Vdf9dQZOXKkZs6cWSTHX7RokUaMGKH9+/cXSfvIm40bN+r333/3eqWlpQWsHxERoW7duunll1/WrFmz9Oyzz+q3337TpZde6klSdu7cKUlKTEz02T8xMVE7duwompMpBCQzAAAALhOWTVC/2f3yfOO6aZrqN7ufXl/+epHGtWjRIjVr1ky//PKL+vTpo9dee0133XWXHA6HXn75ZU+9ok5mnnrqKZKZEOvatasaNWrk9Ro/fnzA+i1btlRqaqruuOMOXXvttXrsscf0888/yzAMDRkyRJKUkZEhSYqMjPTZPyoqyrPdiphmBgAAoJypZfd9dZ8MGTKVx2RGpgwZ6j+7v5omNi2yKWfPPfecypcvr2XLlik2NtZr26n+Kl8YDh8+rNKlSxfpMSzFlOQMdRB+uC7JmTNneq1CJknx8fH5aiopKUldunTRjBkzlJ2drejoaElSZmamT92jR496tlsRIzMAAACSxv08Tk7TmedExs2UKafp1Es/v1Q0gUnatGmTGjZs6JPISPI8oNIwDB0+fFjvvPOO5zkivXv3liT9/fff6tevn+rVq6fo6GhVrFhRKSkp2rJli1dbU6ZMkWEYWrBggfr166eEhASdffbZGjFihB555BFJUs2aNT3tn7w/il5SUpIaNmzo9XJfA/lRrVo1HTt2TIcPH/ZML3NPN8tt586dqlq1atBxFxVGZgAAwBnv3/R/lbo2Nag2pq+drnFXjiuSVc5q1KihxYsXa82aNWrUqJHfOu+9957uuusuJScnq2/fvpKk2rVrS5KWLVumRYsW6cYbb9TZZ5+tLVu2aMKECWrbtq3Wrl2rmJgYr7b69eun+Ph4DRs2TIcPH1anTp20fv16ffjhhxo3bpwqVaokKf8jArCOzZs3KyoqSmXKlFGjRo1UqlQpLV++XD169PDUOXbsmFavXu1VZjUkMwAA4Iz33i/vBbzZP6+ynFl695d39cgljxRSVCcMGjRInTp1UpMmTZScnKxLL71U7du3V7t27RQeHi5J6tmzp+655x7VqlVLPXv29Nq/c+fOPs8Yueaaa3TxxRfrk08+0a233uq1LS4uTt99953CwsI8ZU2bNtWHH36orl276pxzzin0c7QMUxZdzaxgu+3atcsn6fzll1/02WefqVOnTnI4HCpfvrwuv/xyvf/++3ryySdVtmxZSTkJcnp6ulJSUoKNvsiQzAAAgDPe+j3rC6WdDXs3FEo7J+vQoYMWL16s559/XnPmzNHixYv1v//9T/Hx8Xrrrbd07bXXnnL/3Pc8HD9+XAcPHlRSUpJiY2O1cuVKn2SmT58+XokM7OuGG25QdHS0WrZsqYSEBK1du1YTJ05UTEyMXnjhBU+95557Ti1btlSbNm3Ut29fbdu2TWPGjNEVV1yhjh07hvAMTo17ZgAAwBkv/Xh6obRz6NihQmnHn+bNm2vGjBnat2+fli5dqiFDhujQoUPq3r271q5de8p9MzIyNGzYMFWrVk2RkZGqVKmS4uPjtX//fh04cMCnfs2aNYvqNFDMunbtqt27d2vs2LHq16+fPv74Y11//fVavny5zj33XE+9pk2bau7cuYqOjtbAgQM1ceJE3XnnnUpNDW76ZVFjZAYAAJzxyoSXKZR2ykaULZR2TiUiIkLNmzdX8+bNVbduXd1+++2aPn26hg8fHnCf+++/X5MnT9aDDz6oiy++WOXLl5dhGLrxxhvldPou3WXl1auKnNPIeVlNAWMaMGCABgwYkKe6rVq10k8//VSg44QKyQwAADjj1a1Yt1DaqRNXp1DaySv3E9vdq1AZhv8PvKmpqbrttts0ZswYT9nRo0fz9cyYQG0DocQ0MwAAcMa79fxbVcoR3N94SzlKqdf5vQopIm/z5s3z+yDP2bNnS5Lq1asnSSpdurTfBCUsLMxn/1dffVXZ2dl5jsH9rBkemgkrYWQGAACc8aqUqaLuDbrrozUfFbiNlAYpRbIss5QzTezIkSO67rrrVL9+fR07dkyLFi3Sxx9/rHPOOUe33367JOnCCy/U3LlzNXbsWFWtWlU1a9ZUixYtdPXVV+u9995T+fLl1aBBAy1evFhz585VxYoV8xzDhRdeKEl6/PHHdeONNyo8PFzXXHNNyXugpmlYdDUzC8ZkASQzAAAAkgZeNFDTfp8m0zTz9eBMQzkPkHzwogeLLLYXX3xR06dP1+zZszVx4kQdO3ZM1atXV79+/fTEE094HqY5duxY9e3bV0888YQyMjJ02223qUWLFnr55ZcVFhamDz74QEePHtUll1yiuXPn6sorr8xzDM2bN9czzzyj119/XV9//bWcTqf++uuvkpfMwFZIZgAAACQln5Ws1zq9pn6z+8mQkaeExl1v/FXjlXxWcpHF1rFjxzwtj1uvXj0tWLDApzw2NlZvv/22T/mWLVu8vu7du7d69+4dsP0nnnhCTzzxxGnjAIoLyQwAAIDLvc3vlWEY6j+7v997VE5mGIbGXzVe9zS7pxiiQ7EwLbqaGdPM/GIBAAAAgFzuaXaPFt+5WDc1uingogClHKV0U6ObtPjOxSQyQAgxMgMAAHCS5LOSNbXbVI27cpze/eVdbdi7QYeOHVLZiLKqE1dHvc7vVWQ3+wPIO5IZAACAACqXqaxHLnkk1GGgOJmul9VYMSYLYJoZAAAAAFsimQEAAABgSyQzAAAAAGyJe2YAAAAAF9NpyLTg0sxWjMkKGJkBAAAAYEskMwAAAABsiWlmAAAA114rbdoUXBu1a0uffVY48SB0TCPnZTVWjMkCSGYAAAA2bZLWrg11FJbQu3dvzZ8/X1u2bAl1KMBpMc0MAADABqZMmSLDMAK+fv7551CHCBQ7RmYAAABs5Omnn1bNmjV9ypOSkkIQTQlkSrLiymFmqAOwJpIZAAAAG+nUqZOaNWsW6jAAS2CaGQAAQAmxZcsWGYahF198URMnTlTt2rUVGRmp5s2ba9myZT71Z86cqUaNGikqKkqNGjXSp59+GoKogYJjZAYAAMBGDhw4oN27d3uVGYahihUrer6eOnWqDh06pLvvvluGYeh///ufrr/+em3evFnh4eGSpG+++UbdunVTgwYN9Pzzz2vPnj26/fbbdfbZZxfr+VgOq5nZCskMAACAjVx++eU+ZZGRkTp69Kjn63/++UcbNmxQhQoVJEn16tVTly5dNGfOHF199dWSpMGDB6ty5cr68ccfVb58eUlSmzZtdMUVV6hGjRrFcCZA8EhmAAAAbOT//u//VLduXa+ysLAwr69vuOEGTyIjSZdeeqkkafPmzZKknTt3avXq1Xrsscc8iYwkdejQQQ0aNNDhw4eLKnygUJHMAAAA2EhycvJpFwCoXr2619fuxGbfvn2SpL///luSVKdOHZ9969Wrp5UrVxZGqPbkNKy5mpkVY7IAFgAAAAAoYU4eqXEzTdb3RclCMgMAAHCGcd8Ts2HDBp9tf/75Z3GHAxQYyQwAAMAZJjExUU2aNNE777yjAwcOeMq//fZbrV27NoSRhZ5pWvcFX9wzAwAAYCNfffWV1q1b51PesmVLORx5/zv1888/r86dO6tVq1a64447tHfvXr366qtq2LCh0tPTCzNkoMiQzAAAANjIsGHD/JZPnjxZbdu2zXM7HTt21PTp0/XEE09oyJAhql27tiZPnqxZs2Zp/vz5hRMsUMRIZgAAAGygd+/e6t2792nrBbrJ31/59ddfr+uvv96r7LrrritQfCUGD820Fe6ZAQAAAGBLjMwAAADUrm2NNgDkC8kMAADAZ5+FOgJYhWnRh2YyzcwvppkBAAAAsCWSGQAAAAC2xDQzAAAAwMU0DZkWnNJlxZisgJEZAABQYgRalhjFj+8FigPJDAAAKBEcDoeys7P5EG0BpmkqOztbDgcfNVG0uMIAAECJEBkZqezsbKWlpZHQhJBpmkpLS1N2drYiIyNDHQ5KOO6ZAQAAJULlypWVmZmpvXv36sCBAwoLC5Nh2OM+A9M05XQ65XA4bBOzP+4RmezsbEVHR6ty5cqhDin/nLLm0szOUAdgTYzMAACAEsHhcKh69eqKjY1VRESErZIC0zR19OhR248oGYahiIgIxcbGqnr16kwzQ5FjZAYAAJQYDodDiYmJoQ4j344dO6YdO3aoatWqioiICHU4gG2QzAAAAABuppHzshorxmQBjP0BAAAAsCWSGQAAAAC2xDQzAAAAwMOQackpXVaMKfQYmQEAAABgSyQzAAAAAGyJaWYAAACAm1PWfEClFWOyAEZmAAAAANgSyQwAAAAAW2KaGQAAAODGQzNthZEZAAAAALZEMgMAAADAlphmBgAAALiYTkOm03pTuqwYkxUwMgMAAADAlkhmAAAAANgS08wAAAAAD4uuZiYrxhR6jMwAAAAAsKUSmcxkZmZq8ODBqlq1qqKjo9WiRQt9++23edp3+/bt6tGjh2JjY1WuXDl16dJFmzdv9qk3YcIEpaSkqHr16jIMQ7179w7Y5v79+9W3b1/Fx8erdOnSateunVauXFnQ0wMAAACgEjrNrHfv3kpNTdWDDz6oOnXqaMqUKbrqqqs0b948tWrVKuB+6enpateunQ4cOKChQ4cqPDxc48aNU5s2bbR69WpVrFjRU3fUqFE6dOiQkpOTtXPnzoBtOp1Ode7cWb/88oseeeQRVapUSePHj1fbtm21YsUK1alTp1DPHQAAAAVnmpJpwWlmphnqCKypxCUzS5cu1UcffaTRo0dr0KBBkqRevXqpUaNGevTRR7Vo0aKA+44fP14bNmzQ0qVL1bx5c0lSp06d1KhRI40ZM0YjR4701F2wYIFnVKZMmTIB20xNTdWiRYs0ffp0de/eXZLUo0cP1a1bV8OHD9fUqVML47QBAACAM06Jm2aWmpqqsLAw9e3b11MWFRWlO++8U4sXL9bWrVtPuW/z5s09iYwk1a9fX+3bt9e0adO86taoUUOGcfqsPTU1VZUrV9b111/vKYuPj1ePHj00a9YsZWZm5uf0AAAAALiUuGRm1apVqlu3rsqVK+dVnpycLElavXq13/2cTqd+/fVXNWvWzGdbcnKyNm3apEOHDhUonqZNm8rh8O7q5ORkHTlyROvXr893mwAAACgiTsO6L/gocdPMdu7cqcTERJ9yd9mOHTv87rd3715lZmaedt969erlO57WrVufss3GjRsH3D8tLU27du3yKtu4caMk6fjx4zp27Fi+4smL48ePKysrS8ePHy/0tnF69H9o0f+hRf+HFv0fOmdq359p54vCV+KSmYyMDEVGRvqUR0VFebYH2k9SgfYtinjcxo8fr6eeesrvtrS0NMXGxuY7ptPJysrSgQMHJEmlSpW4S8Ty6P/Qov9Di/4PLfo/dM7Uvk9LSwt1CLC5EvfTEh0d7fc+lKNHj3q2B9pPUoH2LYp43Pr166eUlBSvso0bN6pr165KSEhQ1apV8x3T6bj/SpKYmKjw8PBCbx+nRv+HFv0fWvR/aNH/oXOm9v3+/ftDHQJsrsQlM4mJidq+fbtPuXv55EAf/uPi4hQZGel3meXT7Xu6eIJpMyEhQQkJCX63hYeHKyIiIt8x5UWpUqWKtH2cGv0fWvR/aNH/oUX/h86Z2PeWTNxMI+dlNVaMyQJK3AIATZo00fr163Xw4EGv8iVLlni2++NwONS4cWMtX77cZ9uSJUtUq1YtlS1btkDxrFy5Uk6n06fNmJgY1a1bN99tAgAAACiByUz37t2VnZ2tiRMnesoyMzM1efJktWjRQtWqVZMk/fPPP1q3bp3PvsuWLfNKaP788099//33PlO98hPPf//9pxkzZnjKdu/erenTp+uaa67xez8NAAAAgNMrcdPMWrRooZSUFA0ZMkRpaWlKSkrSO++8oy1btmjSpEmeer169dKCBQtk5nqcar9+/fTmm2+qc+fOGjRokMLDwzV27FhVrlxZDz/8sNdxPv/8c/3yyy+Scua5/vrrr3r22WclSddee63OO+88STnJzEUXXaTbb79da9euVaVKlTR+/HhlZ2cHvLEfAAAAoWGaOS+rsWJMVlDikhlJevfdd/Xkk0/qvffe0759+3Teeefpiy++8LtEcm5ly5bV/PnzNXDgQD377LNyOp1q27atxo0bp/j4eK+6n3zyid555x3P16tWrdKqVaskSWeffbYnmQkLC9Ps2bP1yCOP6JVXXlFGRoaaN2+uKVOm5HuZZwAAAAAnlMhkJioqSqNHj9bo0aMD1pk/f77f8rPPPlvTp08/7TGmTJmiKVOm5CmeChUq6K233tJbb72Vp/oAAAAATq9EJjMAAABAgZiG5LTgymGsZuZXiVsAAAAAAMCZgWQGAAAAgC0xzQwAAABwMU1DpgWndFkxJitgZAYAAACALZHMAAAAALAlppkBAAAAbqZhzZXDrBiTBTAyAwAAAMCWSGYAAAAA2BLTzAAAAAAX0ymZFnxopukMdQTWxMgMAAAAAFsimQEAAABgS0wzAwAAADwsupqZrBhT6DEyAwAAAMCWSGYAAAAA2BLTzAAAAAA305BpxWlmVozJAhiZAQAAAGBLJDMAAAAAbIlpZgAAAICb08h5WY0VY7IARmYAAAAA2BLJDAAAAABbIpkBAAAAYEvcMwMAAAC4mGbOy2qsGJMVMDIDAAAAwJZIZgAAAADYEtPMAAAAABfTNGSa1lsG2YoxWQEjMwAAAABsiWQGAAAAgC0xzQwAAABwMw3JacEpXUwz84uRGQAAAAC2RDIDAAAAwJaYZgYAAAC45Dw003pTunhopn+MzAAAAACwJZIZAAAAALbENDMAAADAzTSsuXKYFWOyAEZmAAAAANgSyQwAAAAAW2KaGQAAAOBimoZFVzOzXkxWwMgMAAAAAFsimQEAAABgS0wzAwAAANxMQ3JacEoX08z8YmQGAAAAgC2RzAAAAACwJaaZAQAAAC6mmfOyGivGZAWMzAAAAACwJZIZAAAA4Azx3HPPyTAMNWrUyGfbokWL1KpVK8XExKhKlSoaMGCA0tPTQxBl3jHNDAAAADgDbNu2TSNHjlTp0qV9tq1evVrt27fXueeeq7Fjx2rbtm168cUXtWHDBn311VchiDZvSGYAAAAAN9OQacVlkAshpkGDBumiiy5Sdna2du/e7bVt6NChqlChgubPn69y5cpJks455xz16dNH33zzja644oqgj18UmGYGAAAAlHA//PCDUlNT9dJLL/lsO3jwoL799lv17NnTk8hIUq9evVSmTBlNmzatGCPNH5IZAAAAoATLzs7W/fffr7vuukuNGzf22f7bb78pKytLzZo18yqPiIhQkyZNtGrVquIKNd+YZgYAAAC4mUahTOkqdK6YNm7c6LMpPj5eCQkJAXd9/fXX9ffff2vu3Ll+t+/cuVOSlJiY6LMtMTFRCxcuLEjExYJkBgAAALCJrl27+pQNHz5cI0aM8Ft/z549GjZsmJ588knFx8f7rZORkSFJioyM9NkWFRXl2W5FJDMAAACATcycOVNJSUleZYGSFEl64oknFBcXp/vvvz9gnejoaElSZmamz7ajR496tlsRyQwAAADgYjol02m9aWamM+e/SUlJatiwYZ722bBhgyZOnKiXXnpJO3bs8JQfPXpUx48f15YtW1SuXDnP9DL3dLPcdu7cqapVqwZ/AkWEBQAAAACAEmj79u1yOp0aMGCAatas6XktWbJE69evV82aNfX000+rUaNGKlWqlJYvX+61/7Fjx7R69Wo1adIkNCeQB4zMAAAAACVQo0aN9Omnn/qUP/HEEzp06JBefvll1a5dW+XLl9fll1+u999/X08++aTKli0rSXrvvfeUnp6ulJSU4g49z0hmAAAAABdT1nxopqn8x1SpUiW/Cwa4nzWTe9tzzz2nli1bqk2bNurbt6+2bdumMWPG6IorrlDHjh0LGHXRY5oZAAAAcIZr2rSp5s6dq+joaA0cOFATJ07UnXfeqdTU1FCHdkqMzAAAAABnkPnz5/stb9WqlX766afiDSZIJDMAAACAm8UfmglvTDMDAAAAYEskMwAAAABsiWlmAAAAgItpWnQ1MwvGZAWMzAAAAACwJZIZAAAAALbENDMAAADAxXTmvKzGijFZASMzAAAAAGyJZAYAAACALTHNDAAAAHDjoZm2wsgMAAAAAFsimQEAAABgS0wzAwAAAFxMWfShmbJeTFbAyAwAAAAAWyKZAQAAAGBLJDMAAAAAbIl7ZgAAAAA3U5a8Z0ZmqAOwJkZmAAAAANgSyQwAAAAAW2KaGQAAAOBmGjkvq7FiTBbAyAwAAAAAWyKZAQAAAGBLTDMDAAAAXEynIdNpvSldVozJCkrkyExmZqYGDx6sqlWrKjo6Wi1atNC3336bp323b9+uHj16KDY2VuXKlVOXLl20efNmv3UnTZqkc889V1FRUapTp45effVVnzojRoyQYRg+r6ioqKDOEQAAADjTlciRmd69eys1NVUPPvig6tSpoylTpuiqq67SvHnz1KpVq4D7paenq127djpw4ICGDh2q8PBwjRs3Tm3atNHq1atVsWJFT9033nhD99xzj7p166aHHnpICxcu1IABA3TkyBENHjzYp+0JEyaoTJkynq/DwsIK96QBAACAM0yJS2aWLl2qjz76SKNHj9agQYMkSb169VKjRo306KOPatGiRQH3HT9+vDZs2KClS5eqefPmkqROnTqpUaNGGjNmjEaOHClJysjI0OOPP67OnTsrNTVVktSnTx85nU4988wz6tu3rypUqODVdvfu3VWpUqWiOGUAAAAUEtM0LPnQTCvGZAUlbppZamqqwsLC1LdvX09ZVFSU7rzzTi1evFhbt2495b7Nmzf3JDKSVL9+fbVv317Tpk3zlM2bN0979uxRv379vPbv37+/Dh8+rC+//NKnbdM0dfDgQZkmj28FAAAACkOJS2ZWrVqlunXrqly5cl7lycnJkqTVq1f73c/pdOrXX39Vs2bNfLYlJydr06ZNOnTokOcYknzqXnjhhXI4HJ7tudWqVUvly5dX2bJl1bNnT/3333/5PjcAAAAAJ5S4aWY7d+5UYmKiT7m7bMeOHX7327t3rzIzM0+7b7169bRz506FhYUpISHBq15ERIQqVqzodYwKFSrovvvu08UXX6zIyEgtXLhQ//d//6elS5dq+fLlPknXydLS0rRr1y6vso0bN0qSjh8/rmPHjp1y/4I4fvy4srKydPz48UJvG6dH/4cW/R9a9H9o0f+hc6b2vWXPl4k0tlHikpmMjAxFRkb6lLtXD8vIyAi4n6Q87ZuRkaGIiAi/7URFRXkd44EHHvDa3q1bNyUnJ+uWW27R+PHj9dhjj53yfMaPH6+nnnrK77a0tDTFxsaecv+CyMrK0oEDByRJpUqVuEvE8uj/0KL/Q4v+Dy36P3TO1L5PS0sLdQiwuRL30xIdHa3MzEyf8qNHj3q2B9pPUp72jY6ODjgicvTo0YDHcLv55pv18MMPa+7cuadNZvr166eUlBSvso0bN6pr165KSEhQ1apVT7l/Qbj/SpKYmKjw8PBCbx+nRv+HFv0fWvR/aNH/oXOm9v3+/ftDHQJsrsQlM4mJidq+fbtP+c6dOyUp4If/uLg4RUZGeuqdat/ExERlZ2crLS3Na6rZsWPHtGfPnjwlGNWqVdPevXtPWy8hIcFnOptbeHh4wBGiYJUqVapI28ep0f+hRf+HFv0fWvR/6JyJfW/FxI3VzOylxC0A0KRJE61fv14HDx70Kl+yZIlnuz8Oh0ONGzfW8uXLfbYtWbJEtWrVUtmyZb3aOLnu8uXL5XQ6Ax7DzTRNbdmyRfHx8Xk4IwAAAAD+lLhkpnv37srOztbEiRM9ZZmZmZo8ebJatGihatWqSZL++ecfrVu3zmffZcuWeSUpf/75p77//nuvqV6XXXaZ4uLiNGHCBK/9J0yYoJiYGHXu3NlTdvLN++56u3btUseOHYM7WQAAAOAMVuKmmbVo0UIpKSkaMmSI0tLSlJSUpHfeeUdbtmzRpEmTPPV69eqlBQsWeD33pV+/fnrzzTfVuXNnDRo0SOHh4Ro7dqwqV66shx9+2FMvOjpazzzzjPr376+UlBRdeeWVWrhwod5//30999xziouL89StUaOGbrjhBjVu3FhRUVH68ccf9dFHH6lJkya6++67i6dTAAAAkCemac0pXTyq0L8Sl8xI0rvvvqsnn3xS7733nvbt26fzzjtPX3zxhVq3bn3K/cqWLav58+dr4MCBevbZZ+V0OtW2bVuNGzfOZ0pYv379FB4erjFjxuizzz5TtWrVNG7cOJ/Vy2655RYtWrRIn3zyiY4ePaoaNWro0Ucf1eOPP66YmJhCP3cAAADgTFEik5moqCiNHj1ao0ePDlhn/vz5fsvPPvtsTZ8+PU/H6dOnj/r06XPKOm+++Wae2gIAAACQPyUymQEAAAAKwnQaMp0WnGZmwZisoMQtAAAAAADgzEAyAwAAAMCWmGYGAAAAuJlGzstqrBiTBTAyAwAAAMCWSGYAAAAA2BLJDAAAAABb4p4ZAAAAwMOQacn7U6wYU+gxMgMAAADAlkhmAAAAANgS08wAAAAAF9O05jQzK8ZkBYzMAAAAALAlkhkAAAAAtsQ0MwAAAMDFNHNeVmPFmKyAkRkAAAAAtkQyAwAAAMCWmGYGAAAAuLCamb0wMgMAAADAlkhmAAAAANgS08wAAAAAN6ckpwWndDlDHYA1MTIDAAAAwJZIZgAAAADYEtPMAAAAABdTFl3NTNaLyQoYmQEAAABgSyQzAAAAAGyJaWYAAACACw/NtBdGZgAAAADYEskMAAAAAFtimhkAAADgZtFpZrJiTBbAyAwAAAAAWyqUkZndu3dr9+7dMgxDlSpVUsWKFQujWQAAAAAIqEDJzOHDhzV9+nTNmjVLixYt0u7du722V6pUSRdffLG6du2qlJQUlS5dulCCBQAAAIoSq5nZS76SmT179uj555/XG2+8oaNHj+q8885Tly5dVKtWLVWoUEGmaWrfvn3666+/tGLFCvXp00f333+/7r77bj322GOqVKlSUZ0HAAAAgDNMvpKZc845R0lJSRo9erS6deum+Pj4U9bftWuXPvnkE02cOFETJ07UwYMHgwoWAAAAANzylcykpqbqyiuvzHP9+Ph43XPPPbrnnns0Z86cfAcHAAAAAIHkK5nJTyJTmPsCAAAAxcI0rLkMshVjsgCWZgYAAABgS0EtzXzHHXeccrthGIqKitLZZ5+ttm3b6uKLLw7mcAAAAADgEVQy8/333ysjI0O7du2SJFWoUEGStG/fPkk598w4nU7t2bNHhmHoyiuvVGpqqmJiYoIMGwAAACh8pimZzlBH4cs0Qx2BNQU1zeyrr75SZGSkRowYoT179nheu3fv1vDhwxUdHa2ffvpJ+/bt05NPPqmvv/5aTz75ZGHFDgAAAOAMFlQyc9999+mqq67SsGHDPKMykhQXF6fhw4erY8eOuu+++1S+fHmNGDFCN954o1JTU4MOGgAAAACCSmZ+/vlnnX/++QG3n3/++Vq0aJHn60svvVT//fdfMIcEAAAAioxpSqZpWPAV6p6xpqCSmdjYWH3zzTcBt3/99dcqX7685+v09HSVK1cumEMCAAAAgKQgk5k+ffpo1qxZ6t69u7777jv9/fff+vvvv/Xdd9+pe/fu+uKLL9SnTx9P/dmzZ6tJkybBxgwAAAAAwa1mNnz4cGVkZGjcuHH69NNPvbaFhYXpoYce0vDhwyVJR48eVe/evXXeeecFc0gAAACgyLindVmNFWOygqCSGcMwNGrUKD388MOaO3eu/vnnH0lSjRo11L59eyUkJHjqRkVF6bbbbgsuWgAAAABwCSqZcUtISNDNN99cGE0BAAAAQJ4Edc+MJGVnZ+ujjz7S3Xffreuuu06//fabJOnAgQOaMWMGq5cBAADANkK/alngF3wFlczs379fl1xyiW6++WZ9+OGH+uyzz7Rr1y5JUpkyZTRgwAC9/PLLhRIoAAAAAOQWVDLz2GOP6ffff9ecOXO0efNmmbkWwA4LC1P37t01e/bsoIMEAAAAgJMFlczMnDlT999/vzp06CDD8B36qlu3rrZs2RLMIQAAAIDiY4HpZH6nmDHNzK+gkpkDBw6oZs2aAbcfP35cWVlZwRwCAAAAAPwKKpmpXbu2Vq5cGXD7N998owYNGgRzCAAAAADwK6hk5q677tLbb7+tjz/+2HO/jGEYyszM1OOPP66vv/5ad999d6EECgAAABQ915Quq73ENDN/gnrOzAMPPKDff/9dN910k2JjYyVJN998s/bs2aOsrCzdfffduvPOOwsjTgAAAADwElQyYxiG3nzzTd12221KTU3Vhg0b5HQ6Vbt2bfXo0UOtW7curDgBAAAA2ER6errWrVun3bt3yzAMVapUSXXr1lXZsmUL9ThBJTNurVq1UqtWrQqjKQAAACBkrPqASivGdLK//vpL77zzjmbNmqU1a9bI6XR6bXc4HGrYsKG6du2qXr16qVatWkEfs1CSGQAAAABnprVr12rYsGH69NNPFRsbq7Zt2yolJUW1atVShQoVZJqm9u3bp7/++ksrVqzQa6+9pmeeeUbXXXednnnmGZ177rkFPna+kpmaNWv6fZ7MqRiGoU2bNuVrHwAAAAD2cP7556tz58768ssvdfnll6tUqVOnGFlZWZo7d65ef/11nX/++Tp27FiBj52vZKZNmzY+yczy5cv1+++/q0GDBqpXr54k6c8//9TatWvVqFEjXXjhhQUODgAAAChOpmnNKV2uhYMt6ddff83X6EqpUqXUsWNHdezYUevWrQvq2PlKZqZMmeL19cyZMzVz5kx9++23at++vde2b7/9Vj169NAzzzwTVIAAAAAArCuYaWL169cP6thBPWdm2LBhuv/++30SGUnq0KGD7rvvPj3xxBPBHAIAAACAzZmmqe+//15fffWVDh06VGjtBpXMbNiwQRUrVgy4vWLFitwvAwAAAJxBHn/8cbVr187ztWmauuKKK9ShQwd17txZjRs3LrQcIahkpnbt2po8ebLS09N9th06dEhvv/12oSy5BgAAABQH02ndl1188sknSk5O9nydmpqq7777Ts8++6y++OILZWdna8SIEYVyrKCWZn722WfVvXt31a9fX71791ZSUpKknBGbd955R//995+mT59eKIECAAAAsL7t27d78gJJmjFjhho0aKAhQ4ZIku69915NmDChUI4VVDLTtWtXzZ49W4MHD9bIkSO9tjVp0kSTJk3SlVdeGVSAAAAAAOyjVKlSyszMlJQzxey7775Tr169PNsrV66s3bt3F86xgm3giiuu0BVXXKF///1Xf//9tySpRo0aqlKlStDBAQAAAMXJNA2LLs1svZgCadSokd5//33dcsst+vTTT7Vnzx517tzZs/3vv/9WpUqVCuVYQSczblWqVCGBAQAAAM5ww4YN0zXXXONJWC655BKvBQG+/PJLNW/evFCOla8FAD788EOZBXhij2ma+vDDD/O9HwAAAAB76dChg1auXKmxY8fq7bff1jfffOPZtm/fPrVu3VoDBgwolGPla2TmwQcf1LBhw9SnTx+lpKSoZs2ap6y/ceNGTZs2TZMmTdLhw4d10003BRUsAAAAUJRMWXSamawX06k0aNBADRo08CmvUKGCxo0bV2jHyVcys3nzZr300ksaM2aMhgwZonPOOUdNmzZVzZo1VaFCBZmmqX379umvv/7S8uXLtXXrVlWsWFEDBgzQwIEDCy1oAAAAANZw5MgRxcTEFPu+Uj6TmdKlS+vxxx/X4MGD9fnnn2vWrFlatGiRZsyY4Zl+ZhiGateurTZt2qhLly665pprFB4eXuAAAQAAAFhXtWrV9MADD6hPnz5KTEzM0z7bt2/XG2+8ofHjxwe1slmBFgAoVaqUrrvuOl133XWSpOzsbO3du1eSFBcXp7CwsAIHBAAAAISMRVczkxVjcpkwYYJGjBihp59+Wpdccokuv/zyU87emjt3rn7++WfVqVNH48ePD+rYhbKaWVhYmOLj4wujKQAAAAA20qNHD3Xv3l2fffaZpkyZoueee07Hjh2TYXgnYKZpKiIiQldccYVSU1N17bXXyuHI13pkPgptaWYAAAAAZyaHw6GuXbuqa9euyszM1IoVK7Ru3Trt2bNHklSxYkXVr19fF154oSIjIwvtuCQzAAAAgAsPzQxeZGSkWrZsqZYtWxb5sYIb1wEAAACAECGZAQAAAGBLTDMDAAA401x7rbRpU3Bt1K4tffZZ4cRjIUwzs5dCSWYyMzO1cuVKpaWl6ZJLLlGlSpUKo1mEwH/p/+ntlW/rl22/yCxlqlxUOdWtWFe9zu+lymUqhzo8AABQGDZtktauDXUUQNCCTmZeeeUVjRgxQgcOHJAkffvtt7rsssu0e/du1a9fX//73/90xx13BB0oitbS7Us17udxSl2bqixnls/2od8PVfcG3TXwooFKPis5BBECAAAA3oK6Z2by5Ml68MEH1bFjR02aNEmmaXq2VapUSZdddpk++uijoINE0ZqwbIIunnSxPlrzkd9ERpKynFn6aM1HunjSxZqwbEIxRwgAAFA8TPPEVDNrvULdM9YUVDIzZswYdenSRVOnTtU111zjs/3CCy/U77//HswhCiQzM1ODBw9W1apVFR0drRYtWujbb7/N077bt29Xjx49FBsbq3LlyqlLly7avHmz37qTJk3Sueeeq6ioKNWpU0evvvpq0G0WtwnLJqjf7H5eieipmKapfrP76fXlrxdxZAAAAAjW77//rpSUFNWqVUsxMTGqVKmSWrdurc8//9yn7h9//KGOHTuqTJkyiouL06233qpdu3YV6Lj//POP7rnnHtWrV09xcXH64YcfJEm7d+/WgAEDtGrVqqDOyy2oZGbjxo3q1KlTwO1xcXGeB+UUp969e2vs2LG65ZZb9PLLLyssLExXXXWVfvzxx1Pul56ernbt2mnBggUaOnSonnrqKa1atUpt2rTxOY833nhDd911lxo2bKhXX31VF198sQYMGKBRo0YVuM3itnT7Ut331X0yZMhUHpMZmTJkqP/s/lq6fWkRRwgAAIBg/P333zp06JBuu+02vfzyy3ryySclSddee60mTpzoqbdt2za1bt1aGzdu1MiRIzVo0CB9+eWX6tChg44dO5avY65du1YXXHCBPv74Y9WsWVMHDhxQVlbO7J9KlSrpxx9/1GuvvVYo5xfUPTOxsbHavXt3wO1r165VlSpVgjlEvi1dulQfffSRRo8erUGDBkmSevXqpUaNGunRRx/VokWLAu47fvx4bdiwQUuXLlXz5s0lSZ06dVKjRo00ZswYjRw5UpKUkZGhxx9/XJ07d1ZqaqokqU+fPnI6nXrmmWfUt29fVahQIV9thsK4n8fJaTrzvZ8pU6Zp6vbxj+n6jCckmTJMIycdMiVDhhwOyZByys2cf0uSw8ipZMghmTn1ZUgOI6eGw1XT6TTlMAwZhuGqb+S0bebs4pAhGa5yueq4jmMYhrtZyTyxv8MhmU7J1WSueHJidBg5w8qG+3iuVhw6UV+5yw1Jzlz/NnMO55AhmTlpX065KRmGpw8M03DFYLrOT56+MAzJmZ2tI4cPq3Tp/xQWFubaJ+fQRs7/yTBNVz+4+sMwXH1jnjjOSRG76xq5tsnTbq7/us7VOHGqrn7KOV/DOFHRHb4nPiNn9M5wfX9y+vSk9g3vY5gy5XD/WSX3sV3t5z6G4ci59pTrusgJxx2AqwHzRJyGKclhuup4vh0yHIZM0ymHkdNnplMyHJLT6VT64UNKK/2XwsIcnljcgRieiyGnzOEwXdfVib4/8Q0wXdepuy/NE33nVdWU4blATVfTOZ1nOAyZhplzHDNXfeWUu/8U4fBq393f5onvseG+PtzfH1c/OeTqU1MOwyHTdHq+f+6YDe9gc9oxTDly/SHEkDzxeH5+DEOG4f5Bd18fOT9jJ/onp+/ccTqzs3X8cLp2lYlRWKlwyXR62na34f75MXWin3I64ERfG663GPep5LTh9NQ3Xd8XQ+5rzZApp6f/cs7hxBtGTv+5f37c14NTppGrDbneclwXrOH6wXPv4+4r98+j+3o1jVzvBa52DMOUM1e/eb7vrv53H8dx4pvvilcn9nGdozPXOcp1DXi+j57K7p+PbJU/fFjmn9HKDAtzfT/d33enp3HP99Dzw+P6+TDMEz+HXm8wputaOHEdnfiBN0+Uud4wDMeJa8JzgRsn7ee6bj1vUO7ryP1z5z4vwynPN1Du+rnjdG1yuM7FcaI/ThzP/caR+7xyriPPz5yZq06un3Uz9xuve5vc11vOO3PO99Op2OyjUlqkMh1hOefg+vn36U/DcF17ruvKMDz/zXnvM09ccYbr3dLzg2DK6TAU7dypMMEv05CcxunrFbcCrmZ21VVX6aqrrvIqu++++3ThhRdq7Nix6tu3ryRp5MiROnz4sFasWKHq1atLkpKTk9WhQwdNmTLFUy8vHn30UcXGxurnn3+WYRhKSEjw2t65c2d9/PHHBTqfkwWVzFx11VWaOHGi+vXr57Pt999/15tvvlnsN/+npqYqLCzMq8OjoqJ05513aujQodq6dauqVasWcN/mzZt7kg5Jql+/vtq3b69p06Z5Eo958+Zpz549Pufdv39/ffDBB/ryyy/Vs2fPfLVZ3P5N/1epa1ODamNt2ALtmdJapQ6Xc71H53zwN2R4vs553za838dP3p7rv/K7v+9+3vUCbXf/3ghQnmt/r/bMPNbL1b53fd96/vcLVO907XhvdwTazzi5nQD1jcBfS5LD/SHSZ7vp/bXnv/7LHbk+jJ74r3nic4jXfq4P0EaAcj/1PefsU57zgf3k47o/GBpecZmemPacFK/7Q/3J9U+0kzuOk497Urmf+u6Yfeobp2g/L+XG6eoHOK4rfhXouDrlcXW6eBzSkTzX9xenTtm++03lxPn7fq9P9P9J+8l3P/cPh2/56dqR1/aT2z95f3/7ZQfaz8/x3OVmrv3NXOXuejG56pveb1aeeqaf43mVn7yfn+PkenOXJ7k46RrKST4C1Zef45g5iZBXvN7t66T2TYf/dvy/uZ4oN/21d9LL9Iozd3muf+cqj5FkHjN8tvmvn/OnFfOkOM2A5a53OHeiqMPCmSssLEzVqlXTsmXLPGWffPKJrr76ak8iI0mXX3656tatq2nTpuUrmfnhhx80bNgwxcfH+52JVL16dW3fvj24k3AJaprZs88+q+zsbDVq1EhPPPGEDMPQO++8o549e6pZs2ZKSEjQsGHDCiXQvFq1apXq1q2rcuXKeZUnJ+eswLV69Wq/+zmdTv36669q1qyZz7bk5GRt2rRJhw4d8hxDkk/dCy+8UA6Hw7M9P20Wt/d+eS/gzf55FuZURqMVng/83u+b3glJXsrlt1w+9eXVzsm/RwyvfU/8Hjmp3OffRu7PQnk/rr/fmadq/xTlknds/tvx3nby71rPPsaJcuWl/kn7eeob+at/cgLj045XuelVbuQqNwpQ7nl5juNdrtzl8l8uv+U5J5yXdtzxnNzO6coDtmME2X6A88prOwrRcYOLU6es776YT2w7OZHJVe5zTgHqGwHKT9mOAtfP9bURoP1A5X7fnOTbT3mK3087geI8+XzzVH7yttzHd5f7fdMy/bSfU24ESkBOru8ud+Sh3DhduZ/zMnIlMj7luZzcjp9y//WNE1+fVG76LZdvOc44hw8f1u7du7Vp0yaNGzdOX331ldq3by8p5/7utLS0gJ9Z83t/i9PpVExMTMDtu3btUmRkZP5OIICgRmaqVq2qFStWaOjQofr4449lmqbee+89lS1bVjfddJNeeOGFYn/mzM6dO5WYmOhT7i7bsWOH3/327t2rzMzM0+5br1497dy5U2FhYT5DZhEREapYsaLnGPlpM5C0tDSfG682btwoSTp+/Hi+5zC6rdu1rkD7nSwrLmeaoevvcZ7/ubmnHBmurZ5ymblqByr3FWhLwcoDte+vXIXYzqnLDa/ywO34Y+Th3171Df918l0/D+WB2glY7u+DVx7b8a6Uv+P77e88Hd/080HTT3mg+nko98RYJOXyLjcClAeqn8dy5fO4+a1/qngCXQuFcV5BlZ98reej307VP4XeTqA48xD/qeI57b+DqR9o37yU51fudkz57R9P+cn94Sk38ljf9P+GFbA8QDtBcpqmsgr4OcTt+PHjhRTNmcP9OTC3+Ph4n8+lJ3v44Yf1xhtvSJIcDoeuv/56z30rO3fulKSAn1ndn2nzmoA0bdpUX375pd/ZW1lZWfroo4900UUX5amt0wn6OTMJCQl666239NZbb2nXrl1yOp2Kj4+XwxHUoE+BZWRk+O3oqKgoz/ZA+0nK074ZGRmKiIjw205UVJRXvby2Gcj48eP11FNP+d2Wlpam2NjYU+4fyK4DBVuZ4mRmxFFJ8nzkNr3ewaWc+ekn/WXpVPUDlHuOJ1P+Pt6fqr47zfIt923Jf213/L57BK4fqH35jdTdP/lpx9/vo3yXmyc+wOSuk+/6eSgP1E7A8lwNFWc7BY/f8KwKaBi5Gzqp3E99BSj3PkROo77HLqzyE+fmObbhp9wIUD+P5e73g4D1TzpufuufKh6ftk8Xv58+KlA/nK6dk69RP3EG6odT9U+htxMozpPL/byBBCoP+MaTlzezQHX8CfwmG7g8v2+yudsxClruOsBp6/t5wzpleYB2gpSVlRXwj8R5lZaWVjjBFCL3UshW446pa9euPtuGDx+uESNGnHL/Bx98UN27d9eOHTs0bdo0ZWdne/4ontfPrHlNZoYMGaKrr75a9957r2688UZJ0n///ae5c+dq5MiR+uOPP6yxAMDJ4uPjC7O5AomOjlZmZqZP+dGjRz3bA+0nKU/7RkdHBxwROXr0qFe9vLYZSL9+/ZSSkuJVtnHjRnXt2lUJCQmqWrXqKfcPJL584XyvjGNRng/6TuVMNXPKfWNwTrn7w/7pynNKc5efuGk9d333x/vcCZJvO65yI9cvXXm/j3v/TnS1b5yodPJxdVIb7va96wf6vZw7fv/lJ7cf6Pe7v20+5bl2Orltv/Xd5Sd96HJ/ne/6eSrP+dDuLj/x+7toygMd9/TleYs/mHKnmWuxhNz1ne4b9AvYvuvTaX7j8bqo/ZQHqn/ycfNcP8hyfx8wfZMLV/3cu+T6NO4du6vcs8jASeUn19eJSnlv50Sc/tp3f30iafBuP1D5yfH4tuPnuPloJ1CcJ5+v17coULlO2ubvWnSauX8R+NT3Pv6Jn5lTvlHnvkYDtOOJVSe147dcJ9o2c1d33ZTvU+768qRyrzfwXB+k/dc/6c1ZJ8oNw//zSLzC97O9IEqVKlXgzyFu+/fvL5xgziAzZ85UUlKSV1lePoPXr19f9evXl5SzONYVV1yha665RkuWLCmUz6y5derUSVOmTNEDDzzgWTGtZ8+eMk1T5cqV07vvvqvWrVvnub1TyVcy8/TTT+f7AIZheJaAKw6JiYl+byhyD58F+qGLi4tTZGSkp96p9k1MTFR2drbS0tK8hvSOHTumPXv2eOrlp81AEhISAg4bhoeHBxwhOp368fULtN/J6sXXUcOO5+Tc+O/6DXRiEZqc1MXhyHnD9b4X1fCUOzy/FA2vD6KGcv7tXqAmZ4EZh88UZxly3ddpnGjfMGQY5omb813b3YmQZzGbXHHn1HNN7DKUky6ZhmfFJsMwZHh+8RmuFdhyHSNXXJ4WXb9vPDF5yt3tnTh+zr3MOat15STFUQozHJ50xzBM12JFueKTO4YTK8IZrrZNV8d5ynP/tnYd13CXu/5tOnO+Xzm/9E6sVpXTT/L8ZdU9L91w5nztcK2IZbg+ODukXHPXTRmmI+e/7l+0uY4r0ynDcSIWI3fnmfK6iT6nr3IOmnPTfK5vpE6sumS49nddYnKvvGQYJz4omcq1opThTo9NOZ1OZR49qqjoyJzVzE5ctDmnY7ivuRMrS7nrOAz3tSLPpwZHruWC3KuAef5C7Y419w3upmS4MhtP+67zk8N9DZ7oG09cufpBhuS+cjw3fcspwzhpVTvX91kOd1/kai/3CkqO3H8+MD3Xnycuz/ch10337mW+cp/biWA955XTF6anL7Kd2co8mqGomGg5XCs6nQjYewUyd1ueFePcPxfuzFAn2vVcV+6b3pXrenDtZ+rECmQe7mvdtZfnnD3n7v4Zzvnemu6fJVe/Gu6+dCeV7pgcrmvfcF+55on3LdcF4jTl+tp13Rsnfn489V3n5P7Zc98sn/tnwTz558eQ5wOv4f4hNiTJKdM0dSTjiGKio6WwMNfxc75fuS62EwmD+1p3dbLh+Z7n+q9nP3e/uTsyV71cGZ1p5Lq2DNcqfw7jpHZP1M95w3FfJ+5VvXK9x7jbd5ryevOXO2bXimPuHwKvPtGJ/5404cQwlHOTvZmrjru+uz/c/e/pI3nei6Scv/67+8w0s3X4yBGVjimrE0uCGpLD/adC9/uNcaI/Tiynl3Mdeb4POefsNN3n5Po+uqo4ZcgwXpMU3CwNh2EU+HOIW3h4eFD7n4mSkpLUsGHDoNvp3r277r77bq1fv94zvSzQZ1b3Z9r8uPXWW3X99dfrm2++0caNG+V0OlW7dm1deeWVKlu2bNDxu+UrmfE3fOX+IHbyQxfdb6zFncw0adJE8+bN08GDB70WAViyZIlnuz8Oh0ONGzfW8uXLfbYtWbJEtWrV8nS8u43ly5d7LXW3fPlyOZ1Oz/b8tFncbj3/Vg39fmhQiwCUcpTSV+NGq3KZyoUYGY4dO6YdO3aoatWqQf+SQP7R/6Hl7v/K9H9IHDt2TAd27FDpM6z/jdNXKXLHjh3TgcwdKl2xmPre+FjBJjMlldWnmRUW99SyAwcOqF69eoqPj/f7mXXp0qUBPz+fTunSpXXdddcFE+Zp5evGFqfT6fXaunWrGjdurJtuuklLly7VgQMHdODAAS1ZskQ33nijzj//fG3durWoYvere/fuys7O9noIUGZmpiZPnqwWLVp4lmX+559/tG7dOp99ly1b5vWN/PPPP/X99997TfW67LLLFBcXpwkTJnjtP2HCBMXExKhz5875brO4VSlTRd0bdA+qjZQGKSQyAAAAFubvvqTjx4/r3XffVXR0tBo0aCBJ6tatm7744guvz+7fffed1q9fX+DPrMePH9eWLVu0atUqrVy50udVGIK6Z6Z///6qU6eO3n//fa/y5s2b64MPPlD37t3Vv39/ffrpp0EFmR8tWrRQSkqKhgwZorS0NCUlJemdd97Rli1bNGnSJE+9Xr16acGCBV4jSv369dObb76pzp07a9CgQQoPD9fYsWNVuXJlPfzww5560dHReuaZZ9S/f3+lpKToyiuv1MKFC/X+++/rueeeU1xcXL7bDIWBFw3UtN+nyTRN7ykEp5Ez5cnQgxc9WHTBAQAAIGh33323Dh48qNatW+uss87Sv//+qw8++EDr1q3TmDFjVKZMGUnS0KFDNX36dLVr104PPPCA0tPTNXr0aDVu3Fi33357vo65f/9+DRo0SB988IHf+8zds7eys7ODPr+gkpnvv/9eo0aNCri9ffv2Gjx4cDCHKJB3331XTz75pN577z3t27dP5513nr744ovT3mhUtmxZzZ8/XwMHDtSzzz4rp9Optm3baty4cT43VvXr10/h4eEaM2aMPvvsM1WrVk3jxo3TAw88UOA2i1vyWcl6rdNr6je7n9z3k5yOu974q8Yr+azkYogSAACgGJn+13oIuQLGdMMNN2jSpEmaMGGC9uzZo7Jly+rCCy/UqFGjdO2113rqVatWTQsWLNBDDz2kxx57TBEREercubPGjBmT7/tlevfurc8//1w33nijWrRoofLlyxcs+DwIKpmJiorS4sWLde+99/rdvmjRIs9ybsUpKipKo0eP1ujRowPWmT9/vt/ys88+W9OnT8/Tcfr06aM+ffqctl5+2ixu9za/V4ZhqP/s/j73PfljGIbGXzVe9zS7pxiiAwAARaJ2bWu0gSJ34403epZHPp2GDRtqzpw5QR/zm2++0YABAzRu3Lig2zqdoJKZW265Ra+88opiY2N1//33q7brot60aZNeeeUVTZ06VQMGDCiUQFF07ml2j5omNtVLP7+k6Wun+10UoJSjlFIapOjBix5kRAYAALv77LNQR4ASrGLFij7LRxeVoJKZUaNGaffu3Xrttdf0f//3f54HZTqdOcs73nTTTaechgbrSD4rWVO7TdW4K8fp7ZVv69dtv8pZyqny0eVVJ66Oep3fi5v9AQBAiXemrGZWlPr27auPPvpI9957ryc/KCpBJTMRERF677339Mgjj2j27Nn6+++/JUk1atRQp06ddP755xdKkCg+lctU1sMXPczStAAAACiQJ598UpmZmWrWrJluvfVWnX322QoLC/Opd/311wd9rKCSGbfzzjtP5513XmE0BQAAAMDGtm/fru+//16rV6/W6tWr/daxxGpmAAAAQEnCNLPg3XHHHVq5cqWGDBli7dXMHA6HDOP0HVsYWRcAAAAA6/vxxx81ePBgPfXUU0V+rKCSmWHDhvkkM9nZ2dqyZYtmzpypevXq6eqrrw4qQAAAAAD2UaVKFa+HyBeloJKZESNGBNy2c+dOXXTRRapbt24whwAAAACKjSlrTumy4nM8A3n44Yc1YcIE3XnnnSpTpkyRHqvI7plJTEzUPffco2eeeUY33XRTUR0GAAAAgIUcPXpU4eHhSkpKUo8ePVStWjWf1cwMw9DAgQODPlaRLgBQunRp/fXXX0V5CAAAAAAWMmjQIM+/X3vtNb91LJ/MrFmzRq+88grTzAAAAGAbrGYWvOIczAgqmalZs6bf1cz279+vAwcOKCYmRjNnzgzmEAAAAABspEaNGsV2rKCSmTZt2vgkM4ZhqEKFCqpdu7ZuvPHGYlvJAAAAAMCZJahkZsqUKYUUBgAAABB6ptOQ6bTelC4rxuRWs2ZNORwOrVu3TuHh4QFnb+VmGIY2bdoU9LGDSmbuuOMO3X333WrRooXf7UuXLtXrr7+ut99+O5jDAAAAALAo92wth8Ph9XVxCHpk5vLLLw+YzPz111965513SGYAAACAEmrKlCn64YcftHfvXsXHxxfr7C1HUTa+Y8cORUdHF+UhAAAAgMLjWs3Mai9ZfDWzdu3a6dtvvy324+Z7ZGbWrFmaNWuW5+uJEydq7ty5PvX279+vuXPnqnnz5sFFCAAAAMDSTNMMyXHzncysXbtW06dPl5Rz486SJUu0YsUKrzqGYah06dJq3bq1xo4dWziRAgAAAEAu+U5mhgwZoiFDhkiSHA6HJk2apJtvvrnQAwMAAABgH8V1039uQS0A4HQ6CysOAAAAIOQ896hYjBVjOlnPnj3Vs2fPPNU1DENZWVlBHzOoZAYAAAAAJOnyyy9X3bp1i/WY+UpmHA6HHA6Hjhw5ooiICDkcjjw9EKcwsi4AAAAA1nXbbbcV++0n+Upmhg0bJsMwVKpUKa+vAQAAgJLAlEWnmcl6MVlBvpKZESNGnPJrAAAAACguQT008+mnn9aaNWsCbv/999/19NNPB3MIAAAAAPArqGRmxIgR+vXXXwNuX7NmjZ566qlgDgEAAAAUG9M8saKZtV6h7plTczqdIXlcS1DJzOns3btXERERRXkIAAAAAGeofC/N/MMPP2j+/Pmer2fMmKGNGzf61Nu/f78+/vhjNW7cOKgAAQAAAMCffCcz8+bN80wdMwxDM2bM0IwZM/zWbdCggV599dXgIgQAAACKCQ/NtJd8JzOPPvqo7rvvPpmmqYSEBL3++uvq1q2bVx3DMBQTE6OoqKhCCxQAAAAAcst3MhMdHa3o6GhJ0l9//aX4+HjFxMQUemAAAAAAcCr5TmZyq1GjRmHFAQAAAIQc08zsJahkRpJ+/fVXvfrqq1q5cqUOHDggp9Pptd0wDG3atCnYwwAAAACAl6CWZp4/f76Sk5P1xRdfqGrVqtq8ebNq1aqlqlWr6u+//1aZMmXUunXrwooVAAAAADyCGpkZNmyYatWqpZ9//lnHjh1TQkKChg4dqssuu0xLlixRp06dNGrUqMKKFQAAAChaFp1mJivGZAFBjcysXLlSd955p8qVK6ewsDBJUnZ2tiSpRYsWuvvuu/Xkk08GHyUAAAAAnCSoZKZUqVIqW7asJCk2Nlbh4eFKS0vzbK9Vq5bWrl0bXIQAAAAA4EdQyUxSUpI2bNggKedG//r16+vTTz/1bP/yyy9VpUqV4CIEAAAAiolpGjKdFnwxzcyvoJKZq666Sh9++KGysrIkSQ899JBmzJihOnXqqE6dOvrss8909913F0qgAAAAAJBbUAsAPPnkk3rggQc898vcdtttCgsL0yeffKKwsDA9/vjj6t27d2HECQAAAABegkpmwsPDVbFiRa+ynj17qmfPnpKkw4cPa8eOHapatWowhwEAAACKBQ/NtJegppmdzksvvaRq1aoV5SEAAAAAnKGKNJkBAAAAgKIS1DQzAAAAoCQxzZyX1VgxJitgZAYAAACALZHMAAAAALClfE8zW7lyZZ7r7tixI7/NAwAAAECe5DuZadasmQwjb0vDmaaZ57oAAABAqDlNyWnBZZCd3DPjV76TmcmTJxdFHAAAAACQL/lOZm677baiiAMAAAAA8oWlmQEAAAA305BpwWlmsmJMFsBqZgAAAABsiWQGAAAAgC0xzQwAAABwMS06zcyKMVkBIzMAAAAAbIlkBgAAAIAtMc0MAAAAcDFl0Wlmsl5MVsDIDAAAAABbIpkBAAAAYEtMMwMAAABcWM3MXhiZAQAAAGBLJDMAAAAAbIlpZgAAAICL6TRkOq03pcuKMVkBIzMAAAAAbIlkBgAAAIAtMc0MAAAAcDMtunKYGeoArImRGQAAAAC2RDIDAAAAwJaYZgYAAAC48NBMe2FkBgAAAIAtkcwAAAAAsCWmmQEAAAAupiw6zUzWi8kKGJkBAAAAYEskMwAAAABsiWQGAAAAgC1xzwwAAADg4jQNOS14z4wVY7ICRmYAAAAA2BLJDAAAAABbYpoZAAAA4GKaFl2a2YIxWQEjMwAAAABsqUQmM/v371ffvn0VHx+v0qVLq127dlq5cmWe9//jjz/UsWNHlSlTRnFxcbr11lu1a9cun3pOp1P/+9//VLNmTUVFRem8887Thx9+6FOvd+/eMgzD51W/fv2gzhMAAAA4k5W4aWZOp1OdO3fWL7/8okceeUSVKlXS+PHj1bZtW61YsUJ16tQ55f7btm1T69atVb58eY0cOVLp6el68cUX9dtvv2np0qWKiIjw1H388cf1wgsvqE+fPmrevLlmzZqlm2++WYZh6MYbb/RqNzIyUm+99ZZXWfny5QvvxAEAABA8i04zkxVjsoASl8ykpqZq0aJFmj59urp37y5J6tGjh+rWravhw4dr6tSpp9x/5MiROnz4sFasWKHq1atLkpKTk9WhQwdNmTJFffv2lSRt375dY8aMUf/+/fXaa69Jku666y61adNGjzzyiFJSUhQWFuZpt1SpUurZs2dRnDIAAABwRipx08xSU1NVuXJlXX/99Z6y+Ph49ejRQ7NmzVJmZuYp9//kk0909dVXexIZSbr88stVt25dTZs2zVM2a9YsHT9+XP369fOUGYahe++9V9u2bdPixYt92s7OztbBgweDOT0AAAAALiUumVm1apWaNm0qh8P71JKTk3XkyBGtX78+4L7bt29XWlqamjVr5rMtOTlZq1at8jpO6dKlde655/rUc2/P7ciRIypXrpzKly+vuLg49e/fX+np6fk+PwAAABQd02ndF3yVuGlmO3fuVOvWrX3KExMTJUk7duxQ48aNA+6bu+7J++/du1eZmZmKjIzUzp07VblyZRmG4VPPfZzcZY8++qiaNm0qp9Opr7/+WuPHj9cvv/yi+fPnq1SpwN+GtLQ0n8UHNm7cKEk6fvy4jh07FnDfgjp+/LiysrJ0/PjxQm8bp0f/hxb9H1r0f2jR/6Fzpvb9mXa+KHyWTmacTmeeP6xHRkbKMAxlZGQoMjLSZ3tUVJQkKSMjI2Ab7m2n2z8yMjJfx3n++ee96tx4442qW7euHn/8caWmpvosFpDb+PHj9dRTT/ndlpaWptjY2ID7FlRWVpYOHDggSadMtFA06P/Qov9Di/4PLfo/dM7Uvk9LSwt1CLA5S/+0/PDDD2rXrl2e6v7xxx+qX7++oqOj/d4Xc/ToUUlSdHR0wDbc2/KyfzDHkaSBAwfqySef1Ny5c0+ZzPTr108pKSleZRs3blTXrl2VkJCgqlWrnvI4BeH+K0liYqLCw8MLvX2cGv0fWvR/aNH/oUX/h86Z2vf79+8PdQg+TFnzAZVmqAOwKEsnM/Xr19fkyZPzVNc9vSsxMdEzXSw3d9mpPvy72wi0f1xcnGc0JjExUfPmzZNpml5TzfJyHCkn2alYsaL27t17ynoJCQlKSEjwuy08PNxrqejCVKpUqSJtH6dG/4cW/R9a9H9o0f+hcyb2/ZmUuKFoWDqZqVKlinr37p2vfZo0aaKFCxfK6XR6LQKwZMkSxcTEqG7dugH3PeussxQfH6/ly5f7bFu6dKmaNGnidZy33npLf/zxhxo0aOB1HPf2Uzl06JB2796t+Pj4PJ4ZAAAAgNxK3Gpm3bt313///acZM2Z4ynbv3q3p06frmmuu8brPZdOmTdq0aZPX/t26ddMXX3yhrVu3esq+++47rV+/3mu6V5cuXRQeHq7x48d7ykzT1Ouvv66zzjpLLVu2lJQz7ezQoUM+cT7zzDMyTVMdO3YM/qQBAABQKJymYdkXfFl6ZKYgunfvrosuuki333671q5dq0qVKmn8+PHKzs72uZG+ffv2kqQtW7Z4yoYOHarp06erXbt2euCBB5Senq7Ro0ercePGuv322z31zj77bD344IMaPXq0jh8/rubNm2vmzJlauHChPvjgA88DM//9919dcMEFuummm1S/fn1J0pw5czR79mx17NhRXbp0KeIeAQAAAEqmEpfMhIWFafbs2XrkkUf0yiuvKCMjQ82bN9eUKVNUr1690+5frVo1LViwQA899JAee+wxRUREqHPnzhozZozP6mUvvPCCKlSooDfeeENTpkxRnTp19P777+vmm2/21ImNjdXVV1+tb7/9Vu+8846ys7OVlJSkkSNHatCgQT7PwwEAAACQNyUumZGkChUq6K233tJbb711ynq5R2Rya9iwoebMmXPa4zgcDg0ZMkRDhgwJWCc2NlbvvffeadsCAABA6JmmYc3VzCwYkxUwLAAAAADAlkhmAAAAANhSiZxmBgAAABSIRaeZyYoxWQAjMwAAAABsiWQGAAAAgC0xzQwAAABwYTUze2FkBgAAAIAtkcwAAAAAsCWSGQAAAAC2xD0zAAAAgIvTNOS04P0pVozJChiZAQAAAGBLJDMAAAAAbIlpZgAAAICLKck0Qx2FLwuGZAmMzAAAAACwJZIZAAAAALbENDMAAADAxXRKptN6K4eZzlBHYE2MzAAAAACwJZIZAAAAALbENDMAAADAzTRkWvEBlVaMyQIYmQEAAABgSyQzAAAAAGyJaWYAAACAi9M05LTglC4rxmQFjMwAAAAAsCWSGQAAAAC2RDIDAAAAuJimdV8FsWzZMt13331q2LChSpcurerVq6tHjx5av369T90//vhDHTt2VJkyZRQXF6dbb71Vu3btCrJHixb3zAAAAAAl1KhRo/TTTz8pJSVF5513nv7991+99tpratq0qX7++Wc1atRIkrRt2za1bt1a5cuX18iRI5Wenq4XX3xRv/32m5YuXaqIiIgQn4l/JDMAAABACfXQQw9p6tSpXsnIDTfcoMaNG+uFF17Q+++/L0kaOXKkDh8+rBUrVqh69eqSpOTkZHXo0EFTpkxR3759QxL/6TDNDAAAAHAxlfPQTMu9VLDVzFq2bOkzqlKnTh01bNhQf/zxh6fsk08+0dVXX+1JZCTp8ssvV926dTVt2rSCdWYxIJkBAAAAziCmaeq///5TpUqVJEnbt29XWlqamjVr5lM3OTlZq1atKu4Q84xpZgAAAIBNbNy40acsPj5eCQkJeW7jgw8+0Pbt2/X0009Lknbu3ClJSkxM9KmbmJiovXv3KjMzU5GRkQWMuuiQzAAAAAAupkUfmmm6YuratavPtuHDh2vEiBF5amfdunXq37+/Lr74Yt12222SpIyMDEnym6xERUV56pDMAAAAACiwmTNnKikpyassPj4+T/v++++/6ty5s8qXL6/U1FSFhYVJkqKjoyVJmZmZPvscPXrUq47VkMwAAAAANpGUlKSGDRvme78DBw6oU6dO2r9/vxYuXKiqVat6trmnl7mnm+W2c+dOxcXFWXJURiKZAQAAADyCeUBlUQompqNHj+qaa67R+vXrNXfuXDVo0MBr+1lnnaX4+HgtX77cZ9+lS5eqSZMmBT94EWM1MwAAAKCEys7O1g033KDFixdr+vTpuvjii/3W69atm7744gtt3brVU/bdd99p/fr1SklJKa5w842RGQAAAKCEevjhh/XZZ5/pmmuu0d69ez0PyXTr2bOnJGno0KGaPn262rVrpwceeEDp6ekaPXq0GjdurNtvvz0UoecJyQwAAABQQq1evVqS9Pnnn+vzzz/32e5OZqpVq6YFCxbooYce0mOPPaaIiAh17txZY8aMsez9MhLJDAAAAOBhmoZnGWQrKWhM8+fPz3Pdhg0bas6cOQU6TqhwzwwAAAAAWyKZAQAAAGBLTDMDAAAAXJym5LTgNDOnBZeLtgJGZgAAAADYEskMAAAAAFtimhkAAADgYpqS6Qx1FL5Mppn5xcgMAAAAAFsimQEAAABgS0wzAwAAANws+tBMWTEmC2BkBgAAAIAtkcwAAAAAsCWmmQEAAAAuTtOw6EMzrReTFTAyAwAAAMCWSGYAAAAA2BLTzAAAAAAX07TmAyqtGJMVMDIDAAAAwJZIZgAAAADYEtPMAAAAABdWM7MXRmYAAAAA2BLJDAAAAABbYpoZAAAA4GbR1cxkxZgsgJEZAAAAALZEMgMAAADAlkhmAAAAANgS98wAAAAALqYMmRZcBtmU9WKyAkZmAAAAANgSyQwAAAAAW2KaGQAAAODiNHNeVmPFmKyAkRkAAAAAtkQyAwAAAMCWmGYGAAAAuJhmzstqrBiTFTAyAwAAAMCWSGYAAAAA2BLTzAAAAAAX0zTktOJDMy0YkxUwMgMAAADAlkhmAAAAANgS08wAAAAAF1YzsxdGZgAAAADYEskMAAAAAFtimhkAAADgwjQze2FkBgAAAIAtkcwAAAAAsCWmmQEAAAAuTsmSD810hjoAi2JkBgAAAIAtlbhkZv/+/erbt6/i4+NVunRptWvXTitXrszz/n/88Yc6duyoMmXKKC4uTrfeeqt27drlU++5557Ttddeq8qVK8swDI0YMSJgm9u3b1ePHj0UGxurcuXKqUuXLtq8eXNBTg8AAACAS4maZuZ0OtW5c2f98ssveuSRR1SpUiWNHz9ebdu21YoVK1SnTp1T7r9t2za1bt1a5cuX18iRI5Wenq4XX3xRv/32m5YuXaqIiAhP3SeeeEJVqlTRBRdcoDlz5gRsMz09Xe3atdOBAwc0dOhQhYeHa9y4cWrTpo1Wr16tihUrFtr5AwAAIDim62U1VozJCkpUMpOamqpFixZp+vTp6t69uySpR48eqlu3roYPH66pU6eecv+RI0fq8OHDWrFihapXry5JSk5OVocOHTRlyhT17dvXU/evv/7SOeeco927dys+Pj5gm+PHj9eGDRu0dOlSNW/eXJLUqVMnNWrUSGPGjNHIkSODPW0AAADgjFSippmlpqaqcuXKuv766z1l8fHx6tGjh2bNmqXMzMxT7v/JJ5/o6quv9iQyknT55Zerbt26mjZtmlfdc845J88xNW/e3JPISFL9+vXVvn17nzYBAAAA5F2JSmZWrVqlpk2byuHwPq3k5GQdOXJE69evD7jv9u3blZaWpmbNmvlsS05O1qpVq/Idj9Pp1K+//hqwzU2bNunQoUP5bhcAAABFwzQlpwVfPDTTvxI1zWznzp1q3bq1T3liYqIkaceOHWrcuHHAfXPXPXn/vXv3KjMzU5GRkXmOx71PoDbdMdWrVy9gG2lpaT4LEGzcuFGSdPz4cR07dizP8eTV8ePHlZWVpePHjxd62zg9+j+06P/Qov9Di/4PnTO178+080Xhs2wy43Q68/xBPTIyUoZhKCMjw2+yERUVJUnKyMgI2IZ72+n2z08yk9c2T2X8+PF66qmn/G5LS0tTbGxsnuPJq6ysLB04cECSVKqUZS+REov+Dy36P7To/9Ci/0PnTO37tLS0UIcAm7PsT8sPP/ygdu3a5anuH3/8ofr16ys6OtrvfTFHjx6VJEVHRwdsw72toPsXVZv9+vVTSkqKV9nGjRvVtWtXJSQkqGrVqvmKKS/cfyVJTExUeHh4obePU6P/Q4v+Dy36P7To/9A5U/t+//79oQ4BNmfZZKZ+/fqaPHlynuq6p2wlJiZ6povl5i471Qd/dxuB9o+Li8vXqIwkzz4FjUmSEhISlJCQ4HdbeHi413LRhalUqVJF2j5Ojf4PLfo/tOj/0KL/Q+dM7HsrJm6mDJkyQh2GDyvGZAWWTWaqVKmi3r1752ufJk2aaOHChXI6nV6LACxZskQxMTGqW7duwH3POussxcfHa/ny5T7bli5dqiZNmuQrFklyOBxq3Lix3zaXLFmiWrVqqWzZsvluFwAAAEAJW82se/fu+u+//zRjxgxP2e7duzV9+nRdc801XiMrmzZt0qZNm7z279atm7744gtt3brVU/bdd99p/fr1PlO98hPTsmXLvBKaP//8U99//32B2wQAAABg4ZGZgujevbsuuugi3X777Vq7dq0qVaqk8ePHKzs72+cm+vbt20uStmzZ4ikbOnSopk+frnbt2umBBx5Qenq6Ro8ercaNG+v222/32v+9997T33//rSNHjkjKucfn2WeflSTdeuutqlGjhqSce17efPNNde7cWYMGDVJ4eLjGjh2rypUr6+GHHy6qrgAAAEABOE3JGeog/HCyNLNfJSqZCQsL0+zZs/XII4/olVdeUUZGhpo3b64pU6accvljt2rVqmnBggV66KGH9NhjjykiIkKdO3fWmDFjfO6XmTRpkhYsWOD5et68eZo3b54kqVWrVp5kpmzZspo/f74GDhyoZ599Vk6nU23bttW4ceMUHx9fiGcPAAAAnFlKVDIjSRUqVNBbb72lt95665T1co/I5NawYUPNmTPntMeZP39+nmM6++yzNX369DzXBwAAAHB6JS6ZAQAAAArKdL2sxooxWUGJWgAAAAAAwJmDZAYAAACALTHNDAAAAHAxLbqamck8M78YmQEAAABgSyQzAAAAAGyJaWYAAACAC6uZ2QsjMwAAAABsiWQGAAAAgC0xzQwAAABwcVp0NTMn88z8YmQGAAAAgC2RzAAAAACwJaaZAQAAAC6sZmYvjMwAAAAAsCWSGQAAAAC2xDQzAAAAwMWUNVczY5qZf4zMAAAAALAlkhkAAAAAtsQ0MwAAAMCF1czshZEZAAAAALZEMgMAAADAlkhmAAAAANgS98wAAAAALk5Zc2lmK8ZkBYzMAAAAALAlkhkAAAAAtsQ0MwAAAMDFlGRacB1kC4ZkCYzMAAAAALAlkhkAAAAAtsQ0MwAAAMDFlDVXDmOamX+MzAAAAACwJZIZAAAAALbENDMAAADAxZQ1p3RZMSYrYGQGAAAAgC2RzAAAAACwJaaZAQAAAC5OWXM1MyvGZAWMzAAAAACwJZIZAAAAALbENDMAAADAhYdm2gsjMwAAAABsiWQGAAAAgC0xzQwAAABw4aGZ9sLIDAAAAABbIpkBAAAAYEtMMwMAAABceGimvTAyAwAAAMCWSGYAAAAA2BLTzAAAAAAX0/U/q7FiTFbAyAwAAAAAWyKZAQAAAGBLJDMAAAAAbIl7ZgAAAAAXU9ZcBpk7ZvxjZAYAAACALZHMAAAAALAlppkBAAAALqasOaXLijFZASMzAAAAAGyJZAYAAACALTHNDAAAAHBxypqrmVkxJitgZAYAAACALZHMAAAAALAlppkBAAAALqYk07De2mGm9UKyBEZmAAAAANgSyQwAAABQQqWnp2v48OHq2LGj4uLiZBiGpkyZ4rfuH3/8oY4dO6pMmTKKi4vTrbfeql27dhVvwPnENDMAAADAxZQ1Vw4r6Cyz3bt36+mnn1b16tV1/vnna/78+X7rbdu2Ta1bt1b58uU1cuRIpaen68UXX9Rvv/2mpUuXKiIiosCxFyWSGQAAAKCESkxM1M6dO1WlShUtX75czZs391tv5MiROnz4sFasWKHq1atLkpKTk9WhQwdNmTJFffv2Lc6w84xpZgAAAEAJFRkZqSpVqpy23ieffKKrr77ak8hI0uWXX666detq2rRpRRliUEhmAAAAABenhV9FZfv27UpLS1OzZs18tiUnJ2vVqlVFePTgMM0MAAAAsImNGzf6lMXHxyshIaHAbe7cuVNSzpS0kyUmJmrv3r3KzMxUZGRkgY9RVEhmAAAAAJvo2rWrT9nw4cM1YsSIAreZkZEhSX6TlaioKE8dkhkAAADAwkzX/6zGHdPMmTOVlJTktS0+Pj6otqOjoyVJmZmZPtuOHj3qVcdqSGYAAAAAm0hKSlLDhg0LtU339DL3dLPcdu7cqbi4OEuOykgsAAAAAACc0c466yzFx8dr+fLlPtuWLl2qJk2aFH9QeUQyAwAAALi4H5pptVdRT3zr1q2bvvjiC23dutVT9t1332n9+vVKSUkp4qMXHNPMAAAAgBLstdde0/79+7Vjxw5J0ueff65t27ZJku6//36VL19eQ4cO1fTp09WuXTs98MADSk9P1+jRo9W4cWPdfvvtoQz/lEhmAAAAgBLsxRdf1N9//+35esaMGZoxY4YkqWfPnipfvryqVaumBQsW6KGHHtJjjz2miIgIde7cWWPGjLHs/TISyQwAAADgYfXVzApiy5YtearXsGFDzZkzp8DHCQXumQEAAABgSyQzAAAAAGyJZAYAAACALXHPDAAAAODiXgrZaqwYkxUwMgMAAADAlkhmAAAAANgS08wAAAAAF9PIeVmN6fk/5EYyY0OZmZmSpI0bNxZJ+8ePH1daWpr279+v8PDwIjkGAqP/Q4v+Dy36P7To/9A5U/ve/VnG/dkGyC+SGRvaunWrJKlr166hDQQAAKAQbN26VU2bNg11GLAhkhkbatOmjWbOnKlq1aopMjKy0NvfuHGjunbtqpkzZyopKanQ28ep0f+hRf+HFv0fWvR/6JypfZ+ZmamtW7eqTZs2oQ7Fw5QppwXnc5kWjMkKSGZsKDY2Vl26dCny4yQlJalhw4ZFfhz4R/+HFv0fWvR/aNH/oXMm9j0jMggGq5kBAAAAsCVGZgAAAAAXHpppL4zMAAAAALAlkhn4iI+P1/DhwxUfHx/qUM5I9H9o0f+hRf+HFv0fOvQ9UDCGaZosjQAAAIAz2u+//65GjRrpMmOkyhlnhzocHwfNbfreHKo1a9accYtEnAojMwAAAABsiWQGAAAAgC2xmhkAAADgwmpm9sLIDAAAAABbIpkBAAAAYEskMyVAZmamBg8erKpVqyo6OlotWrTQt99+m6d9t2/frh49eig2NlblypVTly5dtHnzZr91J02apHPPPVdRUVGqU6eOXn311aDbLAms1P8jRoyQYRg+r6ioqKDO0aqKo+8nTJiglJQUVa9eXYZhqHfv3gHb3L9/v/r27av4+HiVLl1a7dq108qVKwt6epZnpf6fMmWK32vfMAz9+++/wZymZRV1/2/dulVPPfWUkpOTVaFCBVWqVElt27bV3Llz/bbJ9R+6/j8Tr/+iZMqU04IvUyxA7A/3zJQAvXv3Vmpqqh588EHVqVNHU6ZM0VVXXaV58+apVatWAfdLT09Xu3btdODAAQ0dOlTh4eEaN26c2rRpo9WrV6tixYqeum+88YbuuecedevWTQ899JAWLlyoAQMG6MiRIxo8eHCB2iwprNT/bhMmTFCZMmU8X4eFhRXuSVtEcfT9qFGjdOjQISUnJ2vnzp0B23Q6nercubN++eUXPfLII6pUqZLGjx+vtm3basWKFapTp06hnrsVWKn/3Z5++mnVrFnTqyw2NrbA52hlRd3/s2bN0qhRo9S1a1fddtttysrK0rvvvqsOHTro7bff1u233+5pk+s/tP3vdiZd/4CHCVtbsmSJKckcPXq0pywjI8OsXbu2efHFF59y31GjRpmSzKVLl3rK/vjjDzMsLMwcMmSIp+zIkSNmxYoVzc6dO3vtf8stt5ilS5c29+7dm+82Swqr9f/w4cNNSeauXbuCPTXLK46+N03T3LJli+l0Ok3TNM3SpUubt912m982P/74Y1OSOX36dE9ZWlqaGRsba9500035PT3Ls1r/T5482ZRkLlu2rIBnZC/F0f9r1qzxeS85evSoWb9+ffPss8/2Kuf6D23/n2nXf1FZs2aNKclsYzxnXu14x3KvNsZzpiRzzZo1oe4qS2Gamc2lpqYqLCxMffv29ZRFRUXpzjvv1OLFi7V169ZT7tu8eXM1b97cU1a/fn21b99e06ZN85TNmzdPe/bsUb9+/bz279+/vw4fPqwvv/wy322WFFbrfzfTNHXw4EGZJfiZuMXR95JUo0YNGYaRp3gqV66s66+/3lMWHx+vHj16aNasWcrMzMzP6Vme1fo/t0OHDik7Oztf+9hNcfR/w4YNValSJa99IyMjddVVV2nbtm06dOiQV5tc/6Hr/9zOhOu/qJmGdV/wRTJjc6tWrVLdunVVrlw5r/Lk5GRJ0urVq/3u53Q69euvv6pZs2Y+25KTk7Vp0ybPG+WqVaskyafuhRdeKIfD4dmenzZLCiv1f261atVS+fLlVbZsWfXs2VP//fdfvs/N6oqj7/MbT9OmTeVweL+tJicn68iRI1q/fn2+27Qyq/W/W7t27VSuXDnFxMTo2muv1YYNGwrclpWFsv///fdfxcTEKCYmxiserv/Q9b/bmXL9A7mRzNjczp07lZiY6FPuLtuxY4ff/fbu3avMzMw87btz506FhYUpISHBq15ERIQqVqzoqZefNksKK/W/JFWoUEH33Xef3njjDaWmpuquu+7Sxx9/rEsvvVQHDx4s2ElaVHH0fXHEY1dW6/+YmBj17t1b//d//6dPP/1Ujz76qL777ju1bNnylH8lt6tQ9f/GjRs1Y8YMdevWzetePK7/HKHq/zPt+gdyYwEAm8vIyFBkZKRPuXv1qoyMjID7ScrTvhkZGYqIiPDbTlRUlFe9vLZZUlip/yXpgQce8NrerVs3JScn65ZbbtH48eP12GOPne6UbKM4+r444rErq/V/jx491KNHD8/XXbt21ZVXXqnWrVvrueee0+uvv57vNq0sFP1/5MgRpaSkKDo6Wi+88EKhxGNXVuv/M+36L2o5D8203jRtHprpHyMzNhcdHe13LvLRo0c92wPtJylP+0ZHR+vYsWN+2zl69KhXvby2WVJYqf8Dufnmm1WlSpWAy6naVXH0fXHEY1dW639/WrVqpRYtWpS4a18q/v7Pzs7WjTfeqLVr1yo1NVVVq1YtlHjsymr9709Jvv6B3EhmbC4xMdHvcqXuskBveHFxcYqMjMzTvomJicrOzlZaWppXvWPHjmnPnj2eevlps6SwUv+fSrVq1bR3797T1rOT4uj74ojHrqzW/4GUxGtfKv7+79Onj7744gtNmTJFl112WaHFY1dW6/9ASur1D+RGMmNzTZo00fr1633uh1iyZIlnuz8Oh0ONGzfW8uXLfbYtWbJEtWrVUtmyZb3aOLnu8uXL5XQ6Pdvz02ZJYaX+D8Q0TW3ZskXx8fF5OCP7KI6+z288K1eulNPpPRFgyZIliomJUd26dfPdppVZrf8D2bx5c4m79qXi7f9HHnlEkydP1rhx43TTTTcFjIfrP3T9H0hJvf6B3EhmbK579+7Kzs7WxIkTPWWZmZmaPHmyWrRooWrVqkmS/vnnH61bt85n32XLlnm9qf7555/6/vvvlZKS4im77LLLFBcXpwkTJnjtP2HCBMXExKhz5875brOksFr/79q1yyfGCRMmaNeuXerYsWNwJ2sxxdH3+Y3nv//+04wZMzxlu3fv1vTp03XNNdf4nSNvZ1brf3/X/uzZs7VixYoSd+1Lxdf/o0eP1osvvqihQ4f63JN3cptc/6Hr/zPt+i9qpoX/B1+GWZIfRHGG6NGjhz799FMNHDhQSUlJeuedd7R06VJ99913at26tSSpbdu2WrBggddzRw4dOqQLLrhAhw4d0qBBgxQeHq6xY8cqOztbq1ev9vprzvjx49W/f391795dV155pRYuXKh3331Xzz33nIYOHVqgNksKK/V/TEyMbrjhBjVu3FhRUVH68ccf9dFHH+n888/XTz/95HcpTzsrjr7//PPP9csvv0iSnnnmGTVs2NDzLI1rr71W5513nqScOe2tWrXSmjVrvJ6A/s8//2jZsmWqV69ecXVLsbFS/9epU0cXXHCBmjVrpvLly2vlypV6++23lZiYqGXLlqly5crF1S3Fpqj7/9NPP9X111+vOnXqaNiwYT7H79Chg6dfuf5D2/9n4vVfFH7//Xc1atRIlzieVVnjrFCH4+OQuV0/OZ/QmjVr1LBhw1CHYx0helgnClFGRoY5aNAgs0qVKmZkZKTZvHlz8+uvv/aq06ZNG9Pft3vr1q1m9+7dzXLlypllypQxr776anPDhg1+jzNx4kSzXr16ZkREhFm7dm1z3LhxnidzF7TNksBK/X/XXXeZDRo0MMuWLWuGh4ebSUlJ5uDBg82DBw8W3glbSHH0/W233WZK8vuaPHmyV929e/ead955p1mxYkUzJibGbNOmTYl+IreV+v/xxx83mzRpYpYvX94MDw83q1evbt57773mv//+W+jnbRVF3f/Dhw8P2PeSzHnz5nnV5/oPXf+fidd/UVizZo0pybzE8azZMWyy5V6XOJ41JZlr1qwJdVdZCiMzAAAAOOO5R2ZaOp5VGQuOzKSb27WIkRkf3DMDAAAAwJZIZgAAAADYUqlQBwAAAABYhVOmnBZcOcyKMVkBIzMAAAAAbIlkBgAAAIAtMc0MAAAAcHGvf201VozJChiZAQAAAGBLJDMAAAAAbIlpZgAAAICLaZhyGtab1GUy0cwvRmYAwIbmz58vwzA0f/78Yjle27Zt1bZt20Jv96qrrlKfPn1OW2/KlCkyDENbtmwp9Bjc9uzZo9KlS2v27NlFdgwAQOEimQEAP9wfnpcvXx7qUPJs6tSpeumll0IdRp799NNP+uabbzR48OBQhyJJqlixou666y49+eSToQ4FAJBHJDMAYEOtW7dWRkaGWrdu7SmzWzIzevRotW/fXklJSaEOxeOee+7RypUr9f3334c6FAAh4n5ophVf8EUyAwA25HA4FBUVJYfDnm/jaWlp+vLLL9WjR49Qh+Ll3HP/v737j6mq/uM4/rqCpYDQFW/qJcM0UxTKqfkLWCgqpsPsnyzzB84GzGU4t5hkTdqYCi5xzc2fJWlq6JpWI0tohKKzlhkpRtkkK12KhPo1jeDe+/3Dy/l6uVcyVnHO1+eD8c/nfO4573v8g/P2/f58ToxiY2NVVFTU0aEAAG6DNf8KAoBJHDt2TI8//rjCw8MVFham5ORkHTlyxGdOS8vaoUOHtHjxYjkcDoWGhurJJ59UXV2dz1y3263c3Fw5nU6FhIRo3LhxOnnypPr27au0tDRjXus1M0lJSSopKdGZM2dks9lks9nUt29fn+u3Xm9yq3U3GzduVP/+/dW1a1eNHDlSBw8eDPjdGxsbtWzZMj344IO6++671adPH2VnZ6uxsfFP71tJSYmam5s1YcIEv2PV1dUaP368unbtqvvuu095eXlyu90Bz7Nv3z4lJiYqNDRU3bp109SpU1VdXe03b/fu3Ro8eLC6dOmi2NhY7dmzR2lpacY9utnEiRP1wQcfyOPhf0EBwOzYzQwA2qm6ulqJiYkKDw9Xdna2OnfurA0bNigpKUkVFRUaNWqUz/yFCxfKbrdr2bJl+uGHH7RmzRo9//zzKi4uNubk5OSooKBAqampSklJUVVVlVJSUvT777+3GcvSpUt1+fJl/fzzzyosLJQkhYWF/eXv9MYbbygjI0Njx47VokWLdPr0aU2bNk3du3dXnz59jHlut1vTpk1TZWWl0tPTFRMTo+PHj6uwsFDfffed9u7d2+Z1Dh8+rMjISEVHR/uM//LLLxo3bpyam5u1ZMkShYaGauPGjeratavfObZt26a5c+cqJSVF+fn5unbtmtatW6eEhAQdO3bMSFRKSko0Y8YMxcXFacWKFWpoaND8+fMVFRUVMLbhw4ersLBQ1dXVio2N/Ws3EIDl8dJMayGZAYB2evnll9XU1KTKykr169dPkjRnzhwNHDhQ2dnZqqio8JkfGRmp/fv3y2azSbqRELz++uu6fPmyIiIidP78ea1evVrTp0/Xnj17jM+9+uqrys3NbTOWiRMnKioqSg0NDZo1a1a7vk9TU5NeeuklDR06VOXl5brrrrskSYMHD1Z6erpPMrNjxw6VlZWpoqJCCQkJxnhsbKwyMzN1+PBhjR079pbXqqmpCVgVyc/PV11dnT777DONHDlSkjR37lwNGDDAZ97Vq1f1wgsv6LnnntPGjRuN8blz52rgwIFavny5MZ6Tk6OoqCgdOnTISPCSk5OVlJTkl0xJMv4tT548STIDACZHmxkAtIPL5dL+/fs1ffp04+FXknr37q2ZM2eqsrJSV65c8flMenq6kchIUmJiolwul86cOSNJ+uSTT9Tc3KwFCxb4fG7hwoX/4Df5ny+++EIXLlxQZmamkchIUlpamiIiInzm7t69WzExMRo0aJAuXrxo/I4fP16SVF5e3ua16uvrZbfb/cY//PBDjR492khkJMnhcOjZZ5/1mVdaWqpLly7pmWee8bl+UFCQRo0aZVz/3LlzOn78uObMmeNTqXrssccUFxcXMLaWuC5evNjmdwAAdDwqMwDQDnV1dbp27ZoGDhzodywmJkZut1s//fSThgwZYozff//9PvNaHpobGhokyUhqWu/u1b1794AP/n+3luu3roJ07tzZJ2GTpFOnTumbb76Rw+EIeK4LFy786fUCrUk5c+aMX3ueJL/7fOrUKUkykqfWwsPDjfNJ/ve0ZezLL7+8ZVw3J54A7hxm3TnMjDGZAckMAPxLgoKCAo7/0wvNb/VQ7nK52n1Ot9utuLg4rV69OuDxm1vSAomMjDSSuPZeX7qxbqZXr15+x4OD2//nrSWuHj16tPscAIB/B8kMALSDw+FQSEiIvv32W79jNTU16tSp058+0LfWsn7j+++/1wMPPGCM19fX39aD/62SlpaqzqVLl3zGW6oWra9/6tQpn4pHU1OTamtr9cgjjxhj/fv3V1VVlZKTk9tVwRg0aJDeffddv/Ho6Gij6nKz1ve5f//+kqR777034I5oN59PunFPWws0Jkm1tbWSblTYAADmxpoZAGiHoKAgTZo0Se+9957Plsfnz5/Xjh07lJCQYLQ63a7k5GQFBwdr3bp1PuNr1669rc+Hhobq8uXLfuMtD/4HDhwwxlwul8/CeUkaMWKEHA6H1q9frz/++MMYLyoq8kuEnnrqKZ09e1abNm3yu97169f122+/tRnrmDFj1NDQoNOnT/uMT5kyRUeOHNHnn39ujNXV1Wn79u0+81JSUhQeHq7ly5erqanJ7/wtW147nU7FxsZq69atunr1qnG8oqJCx48fDxjb0aNHFRER4dMiCAAwJyozANCGN998Ux999JHfeFZWlvLy8lRaWqqEhAQtWLBAwcHB2rBhgxobG1VQUPCXr9WzZ09lZWXptdde07Rp0zR58mRVVVVp37596tGjx59WQIYPH67i4mItXrxYjz76qMLCwpSamqohQ4Zo9OjRysnJ0a+//qru3bvrnXfeUXNzs8/nO3furLy8PGVkZGj8+PGaMWOGamtrtWXLFr81M7Nnz9auXbuUmZmp8vJyxcfHy+VyqaamRrt27dLHH3+sESNG3DLWqVOnKjg4WGVlZUpPTzfGs7OztW3bNk2ePFlZWVnG1szR0dH6+uuvjXnh4eFat26dZs+erWHDhunpp5+Ww+HQjz/+qJKSEsXHxxtJ4PLly/XEE08oPj5e8+bNU0NDg9auXavY2FifBKdFaWmpUlNTWTMD3KE8Muf6FPNFZA4kMwDQhtZVkhZpaWkaMmSIDh48qJycHK1YsUJut1ujRo3S22+/HXAR++3Iz89XSEiINm3apLKyMo0ZM0b79+9XQkKCunTp0uZnFyxYoK+++kpbtmxRYWGhoqOjlZqaKknavn27MjIytHLlSt1zzz2aP3++xo0bp4kTJ/qcIz09XS6XS6tWrdKLL76ouLg4vf/++3rllVd85nXq1El79+5VYWGhtm7dqj179igkJET9+vVTVlaWHnrooTZj7dmzp6ZMmaJdu3b5JDO9e/dWeXm5Fi5cqJUrVyoyMlKZmZlyOp2aP3++zzlmzpwpp9OplStXatWqVWpsbFRUVJQSExM1b948Y15qaqp27typ3NxcLVmyRAMGDFBRUZHeeustvxds1tTU6MSJE1qzZk2b8QMAzMHm4RXHAGBqly5dkt1uV15enpYuXdrR4fxtDh48qKSkJNXU1PjtoPZvGDp0qBwOh0pLS42xRYsW6cCBAzp69CiVGeAO0/Ki3KFBuQqxOTs6HD/XPOf0lStXJ06coA32JqyZAQATuX79ut9YS5UgKSnp3w3mH5aYmKhJkya1qyXvr2hqavJrqfv0009VVVXlc0/r6+u1efNm5eXlkcgAdzC3iX/hjzYzADCR4uJiFRUVacqUKQoLC1NlZaV27typSZMmKT4+vqPD+9vt27fvH7/G2bNnNWHCBM2aNUtOp1M1NTVav369evXqpczMTGNeZGRkwDU0AADzIpkBABN5+OGHFRwcrIKCAl25csXYFCAvL6+jQ7Msu92u4cOHa/Pmzaqrq1NoaKimTp1qrMkBAFgXyQwAmMiwYcNUVlbW0WH8X4mIiFBxcXFHhwHAIjzeH7MxY0xmwJoZAAAAAJZEMgMAAADAkmgzAwAAALw88pj0pZnmi8kMqMwAAAAAsCSSGQAAAACWRJsZAAAA4OW2eeS2ma+ly4ytb2ZAZQYAAACAJZHMAAAAALAk2swAAAAAL7f312zMGJMZUJkBAAAAYEkkMwAAAAAsiTYzAAAAwIuXZloLlRkAAAAAlkQyAwAAAMCSaDMDAAAAvDzeH7MxY0xmQGUGAAAAgCWRzAAAAACwJNrMAAAAAK8bL800X0sXL80MjMoMAAAAAEsimQEAAABgSSQzAAAAACyJNTMAAACAl1sek66ZMV9MZkBlBgAAAIAlkcwAAAAAsCTazAAAAAAvj0nbzDwmjMkMqMwAAAAAsCSSGQAAAACWRJsZAAAA4MVuZtZCZQYAAACAJZHMAAAAALAk2swAAAAAL7ckt62jo/DnpsssICozAAAAACyJZAYAAACAJdFmBgAAAHjx0kxroTIDAAAAwJJIZgAAAABYEm1mAAAAgBcvzbQWKjMAAAAALIlkBgAAAIAl0WYGAAAAeLkluUzY0uXu6ABMisoMAAAAAEsimQEAAABgSbSZAQAAAF7sZmYtVGYAAAAAWBLJDAAAAABLos0MAAAA8KLNzFqozAAAAACwJJIZAAAAAJZEMgMAAADAklgzAwAAAHi5bW65bO6ODsOP24QxmQGVGQAAAACWRDIDAAAAwJJoMwMAAAC8XPLIZsJtkF0mjMkMqMwAAAAAsCSSGQAAAACWRJsZAAAA4OWWOVu62MssMCozAAAAACyJZAYAAACAJdFmBgAAAHi5bB7JZr42M5cJYzIDKjMAAAAALInKDAAAAODl9tSbcrW921Pf0SGYEskMAAAA7nh2u13dunXTf/6zraNDuaVu3brJbrd3dBimYvN4PDTgAQAA4I537tw5NTQ0dHQYt2S32+V0Ojs6DFMhmQEAAABgSWwAAAAAAMCSSGYAAAAAWBLJDAAAAABLIpkBAAAAYEkkMwAAAAAsiWQGAAAAgCWRzAAAAACwJJIZAAAAAJZEMgMAAADAkv4LH9a9g8MIjBIAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7, 7))\n", "\n", "sc = ax.scatter(\n", " rec['lon_deg'], rec['lat_deg'],\n", " c=rec['t_s'], cmap='plasma', s=6, zorder=3\n", ")\n", "cbar = fig.colorbar(sc, ax=ax, label='Time (s)')\n", "\n", "ax.plot(rec['lon_deg'][0], rec['lat_deg'][0],\n", " 'go', ms=10, label='Start', zorder=4)\n", "ax.plot(rec['lon_deg'][-1], rec['lat_deg'][-1],\n", " 'rs', ms=10, label='End', zorder=4)\n", "\n", "ax.set_xlabel('Longitude (deg)')\n", "ax.set_ylabel('Latitude (deg)')\n", "ax.set_title('Ground Track')\n", "ax.legend()\n", "\n", "x_min, x_max = ax.get_xlim()\n", "y_min, y_max = ax.get_ylim()\n", "span = max(x_max - x_min, y_max - y_min)\n", "x_center = 0.5 * (x_min + x_max)\n", "y_center = 0.5 * (y_min + y_max)\n", "ax.set_xlim(x_center - 0.5 * span, x_center + 0.5 * span)\n", "ax.set_ylim(y_center - 0.5 * span, y_center + 0.5 * span)\n", "ax.set_aspect('equal', adjustable='box')\n", "\n", "plt.tight_layout()\n", "plt.savefig('ground_track.png', bbox_inches='tight')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000014", "metadata": {}, "source": [ "## 7. Reset and re-run: 10-degree turn to the left\n", "\n", "JSBSim can be reset and re-trimmed to explore different manoeuvres. Here we\n", "apply a step aileron input to initiate a gentle left turn." ] }, { "cell_type": "code", "execution_count": 8, "id": "b2c3d4e5-0002-4000-8000-000000000015", "metadata": { "execution": { "iopub.execute_input": "2026-04-03T12:36:28.754033Z", "iopub.status.busy": "2026-04-03T12:36:28.753870Z", "iopub.status.idle": "2026-04-03T12:36:29.187125Z", "shell.execute_reply": "2026-04-03T12:36:29.186381Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Turn manoeuvre complete\n" ] } ], "source": [ "# Reset\n", "fdm.reset_to_initial_conditions(0)\n", "fdm['propulsion/set-running'] = -1\n", "fdm['simulation/do_simple_trim'] = 1\n", "\n", "turn_rec = {'t_s': [], 'phi_deg': [], 'psi_deg': [], 'alt_ft': []}\n", "\n", "total_steps = int(30.0 / dt)\n", "for step in range(total_steps):\n", " # Apply a gentle left aileron deflection for the first 5 s\n", " if fdm['simulation/sim-time-sec'] < 5.0:\n", " fdm['fcs/aileron-cmd-norm'] = -0.15\n", " else:\n", " fdm['fcs/aileron-cmd-norm'] = 0.0\n", "\n", " fdm.run()\n", "\n", " if step % record_step == 0:\n", " turn_rec['t_s'].append(fdm['simulation/sim-time-sec'])\n", " turn_rec['phi_deg'].append(fdm['attitude/phi-deg'])\n", " turn_rec['psi_deg'].append(fdm['attitude/psi-deg'])\n", " turn_rec['alt_ft'].append(fdm['position/h-sl-ft'])\n", "\n", "for key in turn_rec:\n", " turn_rec[key] = np.array(turn_rec[key])\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(10, 6), sharex=True)\n", "\n", "axes[0].plot(turn_rec['t_s'], turn_rec['phi_deg'], color='crimson', linewidth=1.5)\n", "axes[0].axvline(5.0, linestyle='--', color='grey', alpha=0.7, label='Aileron released')\n", "axes[0].set_ylabel('Roll φ (deg)')\n", "axes[0].set_title('Aileron Step Input – Roll and Heading Response')\n", "axes[0].legend()\n", "\n", "axes[1].plot(turn_rec['t_s'], turn_rec['psi_deg'], color='mediumpurple', linewidth=1.5)\n", "axes[1].set_ylabel('Heading ψ (deg)')\n", "axes[1].set_xlabel('Time (s)')\n", "\n", "plt.tight_layout()\n", "plt.savefig('turn_manoeuvre.png', bbox_inches='tight')\n", "plt.show()\n", "print(\"Turn manoeuvre complete\")" ] }, { "cell_type": "markdown", "id": "b2c3d4e5-0002-4000-8000-000000000016", "metadata": {}, "source": [ "## Summary\n", "\n", "In this notebook you:\n", "\n", "* Ran a 60-second trimmed level-flight simulation.\n", "* Recorded and plotted altitude, airspeed, attitude, and ground track.\n", "* Demonstrated how to apply control inputs (aileron step) and observe the aircraft's response.\n", "\n", "**Next:** [03_pathsim_intro.ipynb](03_pathsim_intro.ipynb) – introduction to PathSim." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }