{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Wind Farm Simulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this example, a simple wind farm case is presented where the different capabilities of PyWake such as calculating AEP, extracting power values and plotting time series are shown." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Install PyWake if needed**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Install PyWake if needed\n", "try:\n", " import py_wake\n", "except ModuleNotFoundError:\n", " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**First we import some basic Python elements**" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import xarray as xr" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Now we import the site, wind turbine and wake deficit model to use in the simulation**" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "BastankhahGaussian(PropagateDownwind, BastankhahGaussianDeficit-wake, SquaredSum-superposition)\n" ] } ], "source": [ "# import and setup site and windTurbines\n", "%load_ext py_wake.utils.notebook_extensions\n", "\n", "from tqdm.notebook import tqdm\n", "from py_wake.utils import layouts \n", "from py_wake.utils.profiling import timeit, profileit\n", "from py_wake.examples.data.hornsrev1 import Hornsrev1Site, V80\n", "from py_wake.literature.gaussian_models import Bastankhah_PorteAgel_2014\n", "from py_wake.utils.plotting import setup_plot\n", "xr.set_options(display_expand_data=False)\n", "\n", "site = Hornsrev1Site()\n", "x, y = site.initial_position.T\n", "windTurbines = V80()\n", "\n", "wf_model = Bastankhah_PorteAgel_2014(site, windTurbines)\n", "\n", "#this allows you to see what type of engineering models you are simulating\n", "print(wf_model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simple simulation - all wind directions and wind speeds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To run the wind farm simulation, we must call the `WindFarmModel` (wf_model) element that was previously created. As default, the model will run for all wind directions and wind speeds defined. The default properties are:\n", "\n", "- `site.default_wd`: 0-360$^\\circ$ in bins of 1$^\\circ$\n", "- `site.default_ws`: 3-25 m/s in bins of 1 m/s\n", "\n", "The default values for wind speeds and wind directions can be overwritten by either a scalar or an array." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "sim_res = wf_model(x, y, # wind turbine positions\n", " h=None, # wind turbine heights (defaults to the heights defined in windTurbines)\n", " type=0, # Wind turbine types\n", " wd=None, # Wind direction \n", " ws=None, # Wind speed \n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulation Results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `SimulationResult` object is a xarray dataset that provides information about the simulation result with some additional methods and attributes. \n", "It has the coordinates\n", "\n", "- `wt`: Wind turbine number\n", "- `wd`: Ambient reference wind direction\n", "- `ws`: Ambient reference wind speed\n", "- `x`,`y`,`h`: position and hub height of wind turbines\n", "\n", "and data variables:\n", "\n", "- `WD`: Local free-stream wind direction\n", "- `WS`: Local free-stream wind speed\n", "- `TI`: Local free-stream turbulence intensity\n", "- `P`: Probability of flow case (wind direction and wind speed)\n", "- `WS_eff`: Effetive local wind speed [m/s]\n", "- `TI_eff`: Effective local turbulence intensity\n", "- `power`: Effective power production [W]\n", "- `ct`: Thrust coefficient\n", "- `Yaw`: Yaw misalignment [deg]\n", "\n", "where \"effective\" means \"including wake effects\"\n", " " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.SimulationResult>\n",
       "Dimensions:           (wt: 80, wd: 360, ws: 23)\n",
       "Coordinates:\n",
       "  * wt                (wt) int32 0 1 2 3 4 5 6 7 8 ... 72 73 74 75 76 77 78 79\n",
       "  * wd                (wd) int32 0 1 2 3 4 5 6 7 ... 353 354 355 356 357 358 359\n",
       "  * ws                (ws) int32 3 4 5 6 7 8 9 10 11 ... 18 19 20 21 22 23 24 25\n",
       "    x                 (wt) float64 4.24e+05 4.24e+05 ... 4.294e+05 4.295e+05\n",
       "    y                 (wt) float64 6.151e+06 6.151e+06 ... 6.148e+06 6.148e+06\n",
       "    h                 (wt) float64 70.0 70.0 70.0 70.0 ... 70.0 70.0 70.0 70.0\n",
       "    type              (wt) int32 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0\n",
       "Data variables: (12/16)\n",
       "    WS_eff            (wt, wd, ws) float64 3.0 4.0 5.0 6.0 ... 22.87 23.88 24.89\n",
       "    TI_eff            (wt, wd, ws) float64 0.1 0.1 0.1 0.1 ... 0.1 0.1 0.1 0.1\n",
       "    Power             (wt, wd, ws) float64 0.0 6.66e+04 1.54e+05 ... 2e+06 2e+06\n",
       "    CT                (wt, wd, ws) float64 0.0 0.818 0.806 ... 0.06084 0.05377\n",
       "    wd_bin_size       int32 1\n",
       "    WS                (ws) int32 3 4 5 6 7 8 9 10 11 ... 18 19 20 21 22 23 24 25\n",
       "    ...                ...\n",
       "    Weibull_A         (wd) float64 9.177 9.177 9.177 9.177 ... 9.177 9.177 9.177\n",
       "    Weibull_k         (wd) float64 2.393 2.393 2.393 2.393 ... 2.393 2.393 2.393\n",
       "    Sector_frequency  (wd) float64 0.001199 0.001199 ... 0.001199 0.001199\n",
       "    P                 (wd, ws) float64 6.147e-05 8.559e-05 ... 2.193e-08\n",
       "    tilt              int32 0\n",
       "    yaw               int32 0
" ], "text/plain": [ "\n", "Dimensions: (wt: 80, wd: 360, ws: 23)\n", "Coordinates:\n", " * wt (wt) int32 0 1 2 3 4 5 6 7 8 ... 72 73 74 75 76 77 78 79\n", " * wd (wd) int32 0 1 2 3 4 5 6 7 ... 353 354 355 356 357 358 359\n", " * ws (ws) int32 3 4 5 6 7 8 9 10 11 ... 18 19 20 21 22 23 24 25\n", " x (wt) float64 4.24e+05 4.24e+05 ... 4.294e+05 4.295e+05\n", " y (wt) float64 6.151e+06 6.151e+06 ... 6.148e+06 6.148e+06\n", " h (wt) float64 70.0 70.0 70.0 70.0 ... 70.0 70.0 70.0 70.0\n", " type (wt) int32 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0\n", "Data variables: (12/16)\n", " WS_eff (wt, wd, ws) float64 3.0 4.0 5.0 6.0 ... 22.87 23.88 24.89\n", " TI_eff (wt, wd, ws) float64 0.1 0.1 0.1 0.1 ... 0.1 0.1 0.1 0.1\n", " Power (wt, wd, ws) float64 0.0 6.66e+04 1.54e+05 ... 2e+06 2e+06\n", " CT (wt, wd, ws) float64 0.0 0.818 0.806 ... 0.06084 0.05377\n", " wd_bin_size int32 1\n", " WS (ws) int32 3 4 5 6 7 8 9 10 11 ... 18 19 20 21 22 23 24 25\n", " ... ...\n", " Weibull_A (wd) float64 9.177 9.177 9.177 9.177 ... 9.177 9.177 9.177\n", " Weibull_k (wd) float64 2.393 2.393 2.393 2.393 ... 2.393 2.393 2.393\n", " Sector_frequency (wd) float64 0.001199 0.001199 ... 0.001199 0.001199\n", " P (wd, ws) float64 6.147e-05 8.559e-05 ... 2.193e-08\n", " tilt int32 0\n", " yaw int32 0" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#printing the simulation result from the wake model previously defined\n", "sim_res" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Selecting data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Data can be selected using the xarray `sel` method.\n", "\n", "For example, the power production of wind turbine 3 when the wind is coming from the East (90deg) for all wind speeds bins:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 'Power' (ws: 23)>\n",
       "0.0 5.52e+04 1.309e+05 2.418e+05 3.947e+05 ... 2e+06 2e+06 2e+06 2e+06 2e+06\n",
       "Coordinates:\n",
       "    wt       int32 3\n",
       "    wd       int32 0\n",
       "  * ws       (ws) int32 3 4 5 6 7 8 9 10 11 12 ... 16 17 18 19 20 21 22 23 24 25\n",
       "    x        float64 4.242e+05\n",
       "    y        float64 6.15e+06\n",
       "    h        float64 70.0\n",
       "    type     int32 0\n",
       "Attributes:\n",
       "    Description:  Power [W]
" ], "text/plain": [ "\n", "0.0 5.52e+04 1.309e+05 2.418e+05 3.947e+05 ... 2e+06 2e+06 2e+06 2e+06 2e+06\n", "Coordinates:\n", " wt int32 3\n", " wd int32 0\n", " * ws (ws) int32 3 4 5 6 7 8 9 10 11 12 ... 16 17 18 19 20 21 22 23 24 25\n", " x float64 4.242e+05\n", " y float64 6.15e+06\n", " h float64 70.0\n", " type int32 0\n", "Attributes:\n", " Description: Power [W]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim_res.Power.sel(wt=3, wd=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also get the total power of turbine 3 for the wind direction specified." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total power: 32.577250 MW\n" ] } ], "source": [ "total_power = sim_res.Power.sel(wt=3, wd=0).sum().values/1e6\n", "print('Total power: %f MW'%total_power)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plotting data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Data can be plotted using the xarray `plot` method.\n", "\n", "For example, the power production of wind turbine 35 as a function of wind direction and wind speed." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'x [m]')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax1, ax2 = plt.subplots(1,2, figsize=(12,4))[1]\n", "sim_res.Power.sel(wt=35).T.plot(ax=ax1)\n", "ax1.set_xlabel('wd [deg]')\n", "ax1.set_ylabel('ws [m/s]')\n", "ax1.set_title('WT 35')\n", "windTurbines.plot(x,y, ax=ax2)\n", "ax2.plot(x[35],y[35],'or')\n", "ax2.set_xlabel('x [m]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### AEP calculation\n", "\n", "Furthermore, `SimulationResult`, contains the method `aep` that calculates the Annual Energy Production. This can be done for all of the turbines as well as the total AEP of the wind farm, in GWh.\n", "\n", "Here we can obtain the AEP of wind turbine 80 for all wind speed and wind directions:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 'AEP [GWh]' (wt: 80, wd: 360, ws: 23)>\n",
       "0.0 4.993e-05 0.0001429 0.0002968 ... 5.757e-06 2.478e-06 1.005e-06 3.842e-07\n",
       "Coordinates:\n",
       "  * wt       (wt) int32 0 1 2 3 4 5 6 7 8 9 10 ... 70 71 72 73 74 75 76 77 78 79\n",
       "  * wd       (wd) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
       "  * ws       (ws) int32 3 4 5 6 7 8 9 10 11 12 ... 16 17 18 19 20 21 22 23 24 25\n",
       "    x        (wt) float64 4.24e+05 4.24e+05 4.241e+05 ... 4.294e+05 4.295e+05\n",
       "    y        (wt) float64 6.151e+06 6.151e+06 6.15e+06 ... 6.148e+06 6.148e+06\n",
       "    h        (wt) float64 70.0 70.0 70.0 70.0 70.0 ... 70.0 70.0 70.0 70.0 70.0\n",
       "    type     (wt) int32 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
       "Attributes:\n",
       "    Description:  Annual energy production [GWh]
" ], "text/plain": [ "\n", "0.0 4.993e-05 0.0001429 0.0002968 ... 5.757e-06 2.478e-06 1.005e-06 3.842e-07\n", "Coordinates:\n", " * wt (wt) int32 0 1 2 3 4 5 6 7 8 9 10 ... 70 71 72 73 74 75 76 77 78 79\n", " * wd (wd) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n", " * ws (ws) int32 3 4 5 6 7 8 9 10 11 12 ... 16 17 18 19 20 21 22 23 24 25\n", " x (wt) float64 4.24e+05 4.24e+05 4.241e+05 ... 4.294e+05 4.295e+05\n", " y (wt) float64 6.151e+06 6.151e+06 6.15e+06 ... 6.148e+06 6.148e+06\n", " h (wt) float64 70.0 70.0 70.0 70.0 70.0 ... 70.0 70.0 70.0 70.0 70.0\n", " type (wt) int32 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0\n", "Attributes:\n", " Description: Annual energy production [GWh]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim_res.aep()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**The total wind farm AEP is obtained using the** `sum` method." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total power: 682.040725 GWh\n" ] } ], "source": [ "print('Total power: %f GWh'%sim_res.aep().sum().values)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `aep` method take an optional input, `with_wake_loss` (default is True), which can be used to e.g. calculate the wake loss of the wind farm." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "total wake loss: 0.08332281558952935\n" ] } ], "source": [ "aep_with_wake_loss = sim_res.aep().sum().data\n", "aep_witout_wake_loss = sim_res.aep(with_wake_loss=False).sum().data\n", "print('total wake loss:',((aep_witout_wake_loss-aep_with_wake_loss) / aep_witout_wake_loss))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Time series" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Instead of simulating all wind speeds and wind directions, it is also possible to simulate time series of wind speed and wind directions.**\n", "\n", "This allows simulation of time-dependent inflow conditions, e.g. combinations of wd, ws, shear, ti, density,etc. and turbine operation, e.g. periods where one or more wind turbines are stopped due to failure or maintenance.\n", "\n", "Note, however, that PyWake considers the time series as discrete stationary conditions, i.e. a gust hits the whole wind farm at the same time." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# load a time series of wd, ws and ti\n", "from py_wake.examples.data import example_data_path\n", "\n", "d = np.load(example_data_path + \"/time_series.npz\")\n", "n_days=30\n", "wd, ws, ws_std = [d[k][:6*24*n_days] for k in ['wd', 'ws', 'ws_std']]\n", "ti = np.minimum(ws_std/ws,.5)\n", "time_stamp = np.arange(len(wd))/6/24" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot time series\n", "axes = plt.subplots(3,1, sharex=True, figsize=(16,10))[1]\n", "\n", "for ax, (v,l) in zip(axes, [(wd, 'Wind direction [deg]'),(ws,'Wind speed [m/s]'),(ti,'Turbulence intensity')]):\n", " ax.plot(time_stamp, v)\n", " ax.set_ylabel(l)\n", "_ = ax.set_xlabel('Time [day]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Time-dependent wind turbine operation**\n", "\n", "Extend the wind turbine with a `operating` setting (0=stopped, 1=normal operation)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.wind_turbines.power_ct_functions import PowerCtFunctionList, PowerCtTabular\n", "\n", "# replace powerCtFunction\n", "windTurbines.powerCtFunction = PowerCtFunctionList(\n", " key='operating',\n", " powerCtFunction_lst=[PowerCtTabular(ws=[0, 100], power=[0, 0], power_unit='w', ct=[0, 0]), # 0=No power and ct\n", " V80().powerCtFunction], # 1=Normal operation\n", " default_value=1)\n", "\n", "# plot power curves\n", "u = np.arange(3,26)\n", "for op in [0,1]:\n", " plt.plot(u, windTurbines.power(u, operating=op)/1000, label=f'Operating={op}')\n", "setup_plot(xlabel='Wind speed [m/s]', ylabel='Power [kW]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Make time-dependent operating variable**" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "operating = np.ones((len(x), len(time_stamp))) # shape=(#wt, #time stamps)\n", "operating[0,(time_stamp>15)&(time_stamp<20)] = 0 # wt0 not operating from day 5 to 15" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Call the wind farm model with the `time=time_stamp` and the time-dependent `operating` keyword argument." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# setup new WindFarmModel with site containing time-dependent TI and run simulation\n", "wf_model = Bastankhah_PorteAgel_2014(site, windTurbines)\n", "\n", "sim_res_time = wf_model(x, y, # wind turbine positions\n", " wd=wd, # Wind direction time series\n", " ws=ws, # Wind speed time series\n", " time=time_stamp, # time stamps\n", " TI=ti, # turbulence intensity time series\n", " operating=operating # time dependent operating variable\n", " )" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#here we plot the power time series of turbine 0\n", "sim_res_time.Power.sel(wt=0).plot(figsize=(16,3))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'operating' (wt: 80, time: 4320)>\n",
       "1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 ... 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0\n",
       "Coordinates:\n",
       "  * wt       (wt) int32 0 1 2 3 4 5 6 7 8 9 10 ... 70 71 72 73 74 75 76 77 78 79\n",
       "    wd       (time) float64 311.5 308.1 301.7 280.2 ... 310.6 323.3 324.4 326.1\n",
       "    ws       (time) float64 4.47 3.181 2.215 1.391 ... 1.473 1.214 1.692 1.493\n",
       "    x        (wt) float64 4.24e+05 4.24e+05 4.241e+05 ... 4.294e+05 4.295e+05\n",
       "    y        (wt) float64 6.151e+06 6.151e+06 6.15e+06 ... 6.148e+06 6.148e+06\n",
       "    h        (wt) float64 70.0 70.0 70.0 70.0 70.0 ... 70.0 70.0 70.0 70.0 70.0\n",
       "    type     (wt) int32 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
       "  * time     (time) float64 0.0 0.006944 0.01389 0.02083 ... 29.98 29.99 29.99
" ], "text/plain": [ "\n", "1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 ... 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0\n", "Coordinates:\n", " * wt (wt) int32 0 1 2 3 4 5 6 7 8 9 10 ... 70 71 72 73 74 75 76 77 78 79\n", " wd (time) float64 311.5 308.1 301.7 280.2 ... 310.6 323.3 324.4 326.1\n", " ws (time) float64 4.47 3.181 2.215 1.391 ... 1.473 1.214 1.692 1.493\n", " x (wt) float64 4.24e+05 4.24e+05 4.241e+05 ... 4.294e+05 4.295e+05\n", " y (wt) float64 6.151e+06 6.151e+06 6.15e+06 ... 6.148e+06 6.148e+06\n", " h (wt) float64 70.0 70.0 70.0 70.0 70.0 ... 70.0 70.0 70.0 70.0 70.0\n", " type (wt) int32 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0\n", " * time (time) float64 0.0 0.006944 0.01389 0.02083 ... 29.98 29.99 29.99" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim_res_time.operating" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the no-operating periode time=5..15, the power is 0 as it should be" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Chunkification and Parallelization\n", "\n", "PyWake makes it easy to split the wind farm simulation computation into smaller subproblems. This allows:\n", "\n", "- Simulation of large wind farms or time series with less memory usage\n", "- Parallel execution for faster simulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**1) Chunkfication**\n", "\n", "To split the simulation into smaller sub-tasks, just specify the desired number of `wd_chunks` and `ws_chunks`." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# split problem into 4x2 subtasks and simulate sequentially on one CPU\n", "sim_res = wf_model(x, y,\n", " wd_chunks=4,\n", " ws_chunks=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Time series of (wd,ws)-flow cases is split into chunks, by specifying either `ws_chunks` or `wd_chunks`" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "sim_res_time = wf_model(x, y, # wind turbine positions\n", " wd=wd, # Wind direction time series\n", " ws=ws, # Wind speed time series\n", " time=time_stamp, # time stamps\n", " wd_chunks=4,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Wind speed or wind direction chunks**" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cell skipped. Precomputed result shown below. Remove '%%skip' to force run. \n" ] } ], "source": [ "%%skip\n", "n_lst = [1,2,4,8,16,23,32]\n", "res = {'ws_chunks': np.array([(n,) + profileit(wf_model)(x, y, wd_chunks=1, ws_chunks=n)[1:] for n in tqdm(n_lst)]),\n", " 'wd_chunks': np.array([(n,) + profileit(wf_model)(x, y, wd_chunks=n, ws_chunks=1)[1:] for n in tqdm(n_lst)])}\n", "\n", "ax1,ax2 = plt.subplots(1,2,figsize=(12,4))[1]\n", "\n", "for k, d in res.items():\n", " n,t,m = d.T\n", " ax1.plot(n,t, label=k)\n", " ax2.plot(n,m, label=k)\n", "setup_plot(ax=ax1, ylabel='Time [s]', xlabel='Number of chunks')\n", "setup_plot(ax=ax2, ylabel='Memory usage [MB]', xlabel='chunks')\n", "plt.savefig('RunWindFarmSimuation_wdws_chunks.svg')" ] }, { "attachments": { "RunWindFarmSimuation_wdws_chunks.svg": { "image/svg+xml": [ "<?xml version="1.0" encoding="utf-8" standalone="no"?>
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" ] } }, "cell_type": "markdown", "metadata": {}, "source": [ "Result computed on the Sophia HPC cluster. Note that the number of wind speed chunks is limited to the number of wind speeds, in this case 23.\n", "![RunWindFarmSimuation_wdws_chunks.svg](attachment:RunWindFarmSimuation_wdws_chunks.svg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is clearly seen that chunkification of wind directions are more efficient than chunkification of wind speeds with respect to both time and memory usage.\n", "\n", "It is also seen that chunkification reduces the memory usage at the cost of computation time. With 32 wind direction chunks, the computational time is more than doubled, i.e. the speedup from running in parallel on a system with 32 CPUs is expected to be less than 16 times." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**2) Parallelization**\n", "\n", "Running a wind farm simulation in parallel is just as easy - simply specify the number of CPUs to use to the input argument `n_cpu` or `None` to use all available CPUs.\n", "\n", "As seen above, wind directions chunks are more efficient. Hence, the problem is as default split into `n_cpu` wind direction chunks, where `n_cpu` is the numbers of CPUs to use. \n", "\n", "As default, `n_cpu=1` (sequential execution), so to run in parallel, you need to specify a number of CPUs, e.g. `n_cpu=4`. Alternatively, `n_cpu=None` will use all available CPUs." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "sim_res = wf_model(x, y,\n", " n_cpu=None # run wind directions in parallel on all available CPUs\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**CPU utilization**\n", "\n", "The plot below shows the time used to calculate the AEP on 1-32 CPUs as a function of number of wind turbines." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cell skipped. Precomputed result shown below. Remove '%%skip' to force run. \n" ] } ], "source": [ "%%skip\n", "from py_wake.utils import layouts \n", "from py_wake.utils.profiling import timeit\n", "from tqdm.notebook import tqdm\n", "\n", "n_lst = np.arange(100,600,100)\n", "\n", "def run(n, n_cpu):\n", " x,y = layouts.rectangle(n,20,5*windTurbines.diameter())\n", " return (n, n_cpu, np.mean(timeit(wf_model, min_runs=5)(x,y,n_cpu=n_cpu)[1]))\n", "\n", "res = {f'{n_cpu} CPUs': np.array([run(n, n_cpu=n_cpu) for n in tqdm(n_lst)]) for n_cpu in [1, 4, 16, 32]}\n", "\n", "ax1,ax2 = plt.subplots(1,2, figsize=(12,4))[1]\n", "for k,v in res.items():\n", " n,n_cpu,t = v.T\n", " ax1.plot(n, t, label=k)\n", " ax2.plot(n, res['1 CPUs'][:,2]/n_cpu/t*100, label=k)\n", "setup_plot(ax=ax1,xlabel='No. wind turbines',ylabel='Time [s]')\n", "setup_plot(ax=ax2,xlabel='No. wind turbines',ylabel='CPU utilization [%]')\n", "plt.savefig('images/RunWindFarmSimulation_time_cpuwt.svg')" ] }, { "attachments": { "RunWindFarmSimulation_time_cpuwt.svg": { "image/svg+xml": [ "<?xml version="1.0" encoding="utf-8" standalone="no"?>
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" ] } }, "cell_type": "markdown", "metadata": {}, "source": [ "Result precomputed on the Sophia HPC cluster on a node with 32 CPUs.\n", "\n", "![RunWindFarmSimulation_time_cpuwt.svg](attachment:RunWindFarmSimulation_time_cpuwt.svg)\n", "\n", "The plot clearly shows that the time reduces with more CPUs. In this case, however, the gain from 16 to 32 CPUs is very limited. Note, this may highly dependend on the system architecture." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Flow map\n", "\n", "Finally, `SimulationResult` has a `flow_map` method which returns a `FlowMap` object. This allows the user to visualize the wake behind each turbine's rotor in the wind farm and represents the velocity deficit that occurs due to wake interactions in the wind farm." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "from py_wake.examples.data.iea37 import IEA37Site, IEA37_WindTurbines\n", "from py_wake.literature.gaussian_models import Bastankhah_PorteAgel_2014\n", "\n", "site = IEA37Site(16)\n", "x, y = site.initial_position.T\n", "windTurbines = IEA37_WindTurbines()\n", "\n", "wf_model = Bastankhah_PorteAgel_2014(site, windTurbines)\n", "sim_res = wf_model(x,y)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "#change the wind speed and wind direction to visualize different flow cases\n", "wsp = 9.8\n", "wdir = 270\n", "flow_map = sim_res.flow_map(grid=None, # defaults to HorizontalGrid(resolution=500, extend=0.2), see below\n", " wd=wdir, \n", " ws=wsp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**To plot the wake map we call the plot_wake_map property**.\n", "\n", "You can change the values of the wind speed and wind direction to see how different flow maps look like." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Wake map for 270 deg and 9.8 m/s')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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8/fff6N27Nxo3boznn38etWrVgs1mw7fffosXXnjBoyeoWbNmuHjxIt59913cddddqgZfijt//nxV74ASXw0E4O6h8CdcFMWA7qW88SZGjFi6dCkeeughTJw4UdWrp8emTZtw9OhRVWMnUa1aNQDAyZMnPY6dPHkSaWlpIWn8pDL/73//i379+unGMSuGfCH14DzwwANo3bo1EhMTIQgCrrvuOt3f3tfzFApuueUWDB48GL/88gt4nkfbtm2RlZUFoFSYG/Hqq6+iTZs2slCSGDx4MJYuXYrdu3ejT58+XtMI9F0C3O5IcnNzVYLcYrFg5cqV2Lp1K7766iusXr0a48aNw3PPPYetW7eaer8JIpSQWCL8QulvadOmTaqhgnbt2sFutyMrKwvbtm1TVX5fffUVioqK8OWXX6q+tPUcWQJuY+KVK1eia9eu6N27tyy+AMhf4MnJyT4r8XDg771IvR7KL+8DBw4AcA9/+Evt2rXx66+/QhAEVe/SH3/8IR8Phi+++AITJkzAkCFD8Morr/iMv3z5clgsFl1/PjVq1EB6ejp+/vlnj2Pbt283FLsStWvXxtq1a5GXl6dqIP/8809VPEmUW61Wn89E7dq18ddff3mE64VpuXDhAtauXYs5c+aoDP6l3s5AqF27NgRBwN9//63qTdLeoy9sNpvKv5U068xXeZw6dUq3F1Ya/lIOP4eDb775Bk2bNtV9F66++mpcffXVePLJJ7FixQqMGDECH3zwASZMmBDWPBGEFrJZIvyiffv2iIuLw/Lly3HixAlVz5Ldbkfbtm3xyiuvID8/XzUEJ31hKr8oc3JysGTJEsNr1axZEz/88AMKCgpw7bXXylOz27Vrh/r16+PZZ59FXl6ex3nh9gzt7738+++/Ks/nubm5eOedd9C6dWu/h+AAYMCAAcjOzsaHH34oh7lcLixcuBCJiYno0aOH32lKrF+/HkOHDkX37t2xfPlyj6E+LU6nEx9//DG6du3qMdwkcfPNN+Prr7/G8ePH5bC1a9fiwIEDuPXWW72mP2DAALhcLpVbBp7nsXDhQlW8jIwM9OzZE6+99ppuL5bymejXrx+2bNmCPXv2yGHnz5+X7a68offbA8CCBQt8nmtE//79AQAvvfRSyNI8ePAgFi9ejOuvv17Vs3T27Fn88ccfqqHjK6+8Ert375YFvMT7778PhmE8hlZDzbfffusx8+/ChQseZSwJa70hXYIIN9SzRPiF9PW6YcMG2O12tGvXTnW8c+fOeO655wCo7ZX69u0Lm82GQYMG4a677kJeXh7eeOMNZGRk6DZuEg0aNMD333+Pnj17ol+/fvjxxx+RnJyMN998E/3790ezZs0wduxY1KhRAydOnMBPP/2E5ORkfPXVV+EpgADu5corr8T48eOxY8cOVK1aFW+//TZOnTrlVSh6484778Rrr72GMWPGYOfOnahTpw5WrlyJTZs2YcGCBaop2f5w9OhRDB48GBaLBbfccovHchktW7b0aDhXr16Nc+fOeTWOfvjhh/Hxxx+jV69euPfee5GXl4f58+ejRYsWGDt2rNc8DRo0CF26dMH06dNx5MgR2UeVnm3QK6+8gq5du6JFixa44447UK9ePZw6dQpbtmzBP//8g19++QUA8OCDD+K9997Dtddei3vuuUd2HXDFFVfg/PnzHrY3SpKTk9G9e3fMmzcPTqcTNWrUwPfff4/Dhw97vQ9vtG7dGsOGDcOrr76KnJwcdO7cGWvXrjXV0yXRtGlT3Hrrrbjiiitw+PBhLFq0CGlpaVi8eLEq3ssvv4w5c+bgp59+kt1/PPDAA/juu+/QrVs3TJkyBZUrV8bXX3+N7777DhMmTJB7dMPB4cOH8fvvv3v4KFu2bBleffVV3HTTTahfvz4uXbqEN954A8nJyV7t5wgibJTTLDwiipkxY4YIQOzcubPHsU8//VQEICYlJYkul0t17MsvvxRbtmwpxsXFiXXq1BGfeeYZ8e233/aYrq03XX7btm1iUlKS2L17d3l68e7du8UhQ4aIlStXFu12u1i7dm3xtttuU3ky1kNyHfDxxx+rwpcsWaI7XVmaAn7mzJmA72X16tViy5YtRbvdLjZu3Njj2kYYeTM/deqUOHbsWLFKlSqizWYTW7Ro4TEdW3IdMH/+fFPXksrF6E9vCvvQoUNFq9Uqnjt3zmva+/btE/v27SsmJCSIqamp4ogRI8Ts7GxT+Tp37pw4cuRIMTk5WUxJSRFHjhwp7t69W3cK+t9//y2OGjVKzMzMFK1Wq1ijRg3x+uuvF1euXKmKt3v3brFbt26i3W4Xa9asKc6dO1d86aWXRAA+8/XPP/+IN910k5iamiqmpKSIt956q/jvv/96lJHecyOKpc+Z8jkpKCgQp06dKlauXFl0OBzioEGDxOPHj5tyHSCK7t+hVq1aos1mE6tXry5OnDhRPHXqlEc8KU8//fSTKnzbtm1i//795XK78sorxSeffNKruwiJHj16iM2aNfMIN3p2AYiTJ08WRVEUX375ZTElJcXjOrt27RKHDRsmXnHFFaLdbhczMjLE66+/Xvz555995ocgwoFFFENoZUgQhIo6deqgefPm+Prrr8s7K4QP7rvvPrz22mvIy8szNEwmQsuAAQOQmJhoypM7QZQnNAxHEESFo6CgQDVL8Ny5c3j33XfRtWtXEkplSM+ePdGtW7fyzgZB+ITEEkEQFY5OnTqhZ8+eaNKkCU6dOoW33noLubm5hj6aiPDw4IMPlncWCMIUJJYIgqhwDBgwACtXrsTrr78Oi8WCtm3b4q233lKta0cQBCFBNksEQRAEQRBeID9LBEEQBEEQXiCxRBAEQRAE4QWyWQoDgiDg33//RVJSklcHdwRBEAQhiiIuXbqE6tWr+/SaHwyFhYUoLi4OOh2bzYa4uLgQ5Ch6ILEUBv7991+P1bYJgiAIwhvHjx/3WNA4VBQWFqJO3bo4lZ0ddFqZmZk4fPhwhRJMJJbCgLTcxPHjx5GcnAwAKHCWZ44IgiCISCLeWrqdm5uLWrVqBbxUkRmKi4txKjsbBw6VtkuBkJubiyvr1UJxcTGJJSI4pKG35ORk+aG0klgiCIIgSlCKJYmyMNtQtkuEecjAmyAIgiAIwgsklgiCIAiCILxAw3AEQRAEUUHgBRG8ELgv6mDOjWZILBEEQcQAoiCg2FkMVMy2LHKxABxnrdALNF+6dAmPPvooPvvsM5w+fRpt2rTBiy++iKuuusrwnKKiIjz22GN47733kJ2djWrVqmHmzJkYN25cGea8FBJLBEEQUY6zuBgnjh+GKAjlnRVCBxFAUnIqqmRkVkjfexMmTMC+ffvw7rvvonr16njvvffQp08f/Pbbb6hRo4buObfddpu8yHWDBg1w8uRJCOX4fJNYIgiCiGJEUcSZ0yfBsSyq1awVVqeGhP+IoojLly/jzJnTAID0qtXKOUdlS0FBAT755BN88cUX8kLVs2fPxldffYVFixbhiSee8Dhn1apVWLduHQ4dOoS0tDQAQJ06dcoy2x6QWCIIgohieN6FwoLLqFG9OhISEso7O4QO8fHxAIDTZ04jrUpGhRqSc7lc4HnewydTfHw8Nm7cqHvOl19+ifbt22PevHl499134XA4MHjwYDz++ONyWZY1JJYIgiCiGJ7nYQFgtdrKOyuEFxISEmAB4HI5Y0Is5ebmqvbtdjvsdrtHvKSkJHTq1AmPP/44mjRpgqpVq+L999/Hli1b0KBBA920Dx06hI0bNyIuLg6fffYZzp49i7vvvhvnzp3DkiVLwnI/vqD+WoIgiGimxKC7ItrCRBPy71POBvjSbLhg/gCgVq1aSElJkf/mzp1reM13330XoiiiRo0asNvteOmllzBs2DDDIWNBEGCxWLB8+XJ06NABAwYMwPPPP49ly5ahoKAgLOXiC+pZIgiCIAjCL5TLeQHQ7VWSqF+/PtatW4f8/Hzk5uaiWrVquP3221GvXj3d+NWqVUONGjWQkpIihzVp0gSiKOKff/5Bw4YNQ3cjJqGeJYIgCIIg/EJaNkX68yaWJBwOB6pVq4YLFy5g9erVuOGGG3TjdenSBf/++y/y8vLksAMHDoBhmLAtNOwLEksEQRBEmbNo0SK0bt0SqanJSE1NRpcunfDdd98Zxv/000/RoUN7pKWlIinJgbZtW+Pdd99VxRk7dgxY1qL669//OlUcKXzr1q2q8KKiIqSnVwbLWpCVlQUA6Nz5akyaNFEVb/HixWBZC5YuXepx7R49uvlZChWD1atXY9WqVTh8+DDWrFmDXr16oXHjxhg7diwAYMaMGRg1apQcf/jw4ahcuTLGjh2L3377DevXr8cDDzyAcePGlZuBN4klgiAIAoDbeeC6dVm4dOlS2K9Vs2ZNPPXU09ixYye2b/8ZvXpdg5tuugH79+/XjZ+WloYZM/6HTZu2YM+eXzFmzFiMHz8Wq1evVsXr1+86nDhxUv5bseJ9j7Rq1aqFpUvVhsKfffYZEhMTVWE9e/bCunVZqrCsrJ9Qq1Ytj/B167LQq9c1Ju++YpGTk4PJkyejcePGGDVqFLp27YrVq1fDanWvJnzy5EkcO3ZMjp+YmIg1a9bg4sWLaN++PUaMGIFBgwbhpZdeKq9bIJslgiAIwk1eXh7Wr1+HK69shKSkpLBea9CgQar9J554EosXL8LWrVvRrFkzj/g9e/ZU7U+dei/eeWcZNm3aiH79+snhdrsdmZmZXq89atRoLFz4El54YYHcU7FkydsYNWo0nnjiccU1e+GZZ55Gdna2nOb69evw6KMzMX/+PDne4cOHcfToUfTs2cvczZcjgihCEAO3Mg/k3Ntuuw233Xab4XFtLx0ANG7cGGvWrPH7WuGCepYIgiCIcoXneXzwwQfIz89Hp06dfMYXRRFr167Fn3/+iW7duquOrVuXhczMDDRp0gh33z0J586d8zi/bdt2qFOnDj755BMAwLFjx7Bhw3r85z8jVfG6dOkCq9WKn376CQDw22+/oaCgAOPGjce5c+dw+PBhAMBPP/2EuLg4U3knohMSSwRBEEQJoub/8LJ3714kJyciPt6Ou++eiE8++QxNmzY1jJ+Tk4Pk5ETExdkwaNBAvPjiQlx77bXy8X79rsPSpe9gzZq1mDv3Gaxfvw4DB/YHz/MeaY0dOw5Ll74NAFi2bCn69x+A9PR0VRyHw4EOHTrIQ27r1mWhS5eusNvt6NSps2zbtG5dFjp16mTKyJmITkgsEQRBEMjPz8eqVasAuJebyM/PD/s1GzVqhF279mDLlm2YOHESxo4djd9++80wflJSEnbt2oNt23bgiSeexH//O00WLAAwdOhQDB48GC1atMCNN96IL7/8Gjt27FDFkRgx4j/YsmULDh06hGXLlmLsWP0FWnv06CmLpaysLHk4sEePHioRFQ1DcETgRJVYWr9+PQYNGoTq1avDYrHg888/Vx0fM2YMLBaL6u+669QzIc6fP48RI0YgOTkZqampGD9+vGp6IgD8+uuv6NatG+Li4lCrVi3MmzcPBEEQscpvv+3HokWv4Pz5c2jatBnOnz+HRYtewW+/6RtbhwqbzYYGDRqgXbt2eOqpuWjVqhVeeulFw/gMw6BBgwZo3bo1pk37P9x88y14+mljZ4j16tVDlSpV8Ndff3kcq1y5MgYOvB533DEehYWF6N+/v24aPXv2woEDB3DixAmsW5eF7t17AAC6d3eLpb///hvHjx8n4+4YJ6oMvPPz89GqVSuMGzcOQ4YM0Y1z3XXXqdyha7tFR4wYgZMnT2LNmjVwOp0YO3Ys7rzzTqxYsQKA24V737590adPHyxevBh79+7FuHHjkJqaijvvvDN8N0cQBFFOnD59GrVr18GAAQPhcDiQn5+Pb7/9BmfOnCnTfAiCgKKiIr/iFxcbx//nn39w7tw5VKumv3jt2LHjcP31A/Dggw8ZLkHSuXNn2Gw2LFr0KgoLC9GuXTsAwFVXXYUzZ85gyZK35eG6aIAXRLiEwIdZ+SDOjWaiSiz179/fUP1LeJsJ8fvvv2PVqlXYsWMH2rdvDwBYuHAhBgwYgGeffRbVq1fH8uXLUVxcjLfffhs2mw3NmjXDnj178Pzzz5NYIggiJunRo6dquRSHw4Fbb70NYhCzpnzx8MMzcN11/XHFFVfg0qVLeP/9FcjKysJ337ldAYwePQo1atTAU0+5e46efnou2rVrj/r166OoqAjfffct3nvvXbzyyiIA7pl8jz02B0OG3IzMzEz8/fffmD79QTRo0EA1W07Jddddh1Onzqg8UWuJj4/H1VdfjZdfXojOnbvIospms6nCpWnwRGwSVcNwZsjKykJGRgYaNWqESZPUMyG2bNmC1NRUWSgBQJ8+fcAwDLZt2ybH6d69O2y20kUp+/Xrhz///BMXLlwouxshCIIoI4zWlQvnenOnT5/GmDGj0KRJI1x7bW/8/PMOfPfdatlg+/jxYzh58qQcPz8/H1Om3I0WLZqhW7cu+PTTT/DOO+9hwoQJAACWZfHrr7/ixhsHo3HjK3HHHePRtm07rFu3wdDw2mKxoEqVKqr6Xo+ePXvh0qVLHu4LunfvgUuXLqFXL7JXinWiqmfJF9dddx2GDBmCunXr4u+//8bDDz+M/v37Y8uWLWBZFtnZ2cjIyFCdw3Ec0tLSkJ2dDQDIzs5G3bp1VXGqVq0qH6tUqZLHdYuKilRdx9rVmAmCIAg1b775ltfjP/6Ypdp//PEn8PjjTxjGj4+Px6pVqw2PS/C8cW9Zamqq7vFZs2Zj1qzZHuEzZ87CzJmzfF6TiH5iSiwNHTpU3m7RogVatmyJ+vXrIysrC7179w7bdefOnYs5c+aELX2CIAiCIMqPmBuGU6KdCZGZmYnTp0+r4rhcLpw/f162c8rMzMSpU6dUcaR9I1uoGTNmICcnR/47fvx4qG+FIAiCiFBE0/8AXhTL1UhaEMSg/yoiMS2WtDMhOnXqhIsXL2Lnzp1ynB9//BGCIKBjx45ynPXr18PpdMpx1qxZg0aNGukOwQFuo3LtCswEQRBE5GJe4JiRQESsE1ViKS8vD3v27MGePXsAuNfj2bNnD44dO4a8vDw88MAD2Lp1K44cOYK1a9fihhtuUM2EaNKkCa677jrccccd2L59OzZt2oQpU6Zg6NChqF69OgD3asc2mw3jx4/H/v378eGHH+LFF1/EtGnTyuu2CYIgCJDAIcqPqLJZ+vnnn1WzDiQBM3r0aCxatAi//vorli1bhosXL6J69ero27cvHn/8cdVMiOXLl2PKlCno3bs3GIbBzTffrFrJOCUlBd9//z0mT56Mdu3aoUqVKpg5cya5DSAIIjIpmbAWzmn+wULipPT3Cd/8QiKcRJVY6tmzp9cKYfVq3zMh0tLSZAeURrRs2RIbNmzwO38EQRBlDcuyEAE4ncWIj48PadokckJHweXLAACOI39M0UhUiSWCIAhCDctyiItPwJkzZ8BxVjCM27qChE5kIIoiCi5fxpkzZ5CYlALGwFN4WcELwRmYkwdvgiAIImLwp1FKS8/EyeNHcPTY0TDmiAiGxKQUpKXrz6gmIh8SSwRBECGmrL++rVYbatVpAKezmPqTwkwgU+c5zgqGZSGIAGRTErJeiiZILBEEQegQbcMNFoaBzR5X3tkIO9H2uxCxAYklgiBiEmpUwwuVL1GRILFEEETEQg2yb6iMygchgl01EKGHxBJBEGGlIjbmFfGeA4EER9lDs+ECI6o8eBMEERgLnn8W7Vo1Q/vWzfH+8vd8xpcq1FD8RSKhureXXnwBV7Vpjvatm+H/7p8KFy9E1D0LohjRfwQRLVDPEkHEOPv27sWHH6zApm074eIFDOh3Dfr2H4jU1NTyzpohkSQ4jDh75gzeWPwKtu7cC6vViv7X9sC2bVvQoWOn8s5a2HFFwe9DEKGExBJBxAhGAuP3339Dh45Xw2qzwwqgRYuW+OH7VbjltqEhv1Z5UF49FIIowuVyoaCgwL3tdCI9PcMwPgkMNxV11XoiuiGxRBAxgDfx0rRZc8x98jFcvHgRPC9gw/p1qNfgypAJnkgYTikPIZJauQrunno/WjSuC47jMHrcnahVp54qLyQMCCI2ILFEEDGAN+HTsFET3DVpCgb2643klGS0v6ojGIZRiZxI7PWIdKFx7vx5rP7uG2z95QDi4uIx8tbB2LBuHa7u0q28s6ZLJPUGBgPLkDPHYOAhgg/iA4evoG5PSSwRRAyg7d3Rip8RY+/AiLF3QBBETJtyF66oWx/FLgGAfiPKCyI1SvAuMNb9tBa169SHIzkVANCjTz9s374Vba/u4jMdKtvA4Xn934S1UJkS4YPEEkHEAMUu/VlYUtjZM6dRJT0DBw78iZ07d2DO/JdQ4OQ9zhEE9fmMyfmysdr4S+WjLRcAqFK1BnZs34K8vAJYWA6bN67HbSPGobBY8Dhfj1CXWST+Bmafn1Cg7fEoz/Ig4RZ7kFgiiChGFEXwPI9LhU5YLBZVo65sqMeOuAWXcnMQn+DAY88uQoETgNPlEQ8oHf5iShobZaPDmGwEQtlQhavR89aQC4IA3iWgWAAsintWllXD5m3RuUdfDOp9NRiGwVWde+Dqnv1wqcDpkZ7yPFanXEvzZP5etec7edOnuq8Vogbd2+/D64jMYNLzh9LnOCTJ6WKU12CGuYjIxCKK9KuGmtzcXKSkpCAnJwfJyckAAJ36kyCC5uCff+CzTz5Ek3Zd0aD5VXK4snFWbrtKXnenQlUph+yU4VaGAcdYYC1pbThN46rXUHhr6MwKAX8ay0AafDPp//jl+ziT/Q963T4ZDMsCUJcN4DnUqTyujasVS1aGkcsVADhNnqw6Lby2/JWYuSez5eqPYPMnXTn9AEVasCIqFCIslMKrfnq8vK3XZoQa6Rq/Hj6FpKTAr3HpUi5a1q0a1rxGItSzRBAxwMXCYhy/dBmAumGWGm0jQVSssP9wKraLeAFp8ZwsmAB3A65scJQNureGX3tcjmfQaHpr1IIVYyxjgWBg86JEinHsUj4sjKdYMio3wF12Ei6dazlsLKysBTa2tFwBqMpZmV8l2nLULVeDctCLC3gXYXp50CKYKHflb2NkIOzzOpqyDFXPmC+U+dIbjjVDWQ5H+oI8eAcGiSWCiAHO5Bfj1Kk8eb/YJfUgiYowRc+HouEp1oyVOEvipSZY4bCxsHEW2FkLONYCO+uu9a0lDb1Rg68MA2AosvT2vYotxVCTv2KLZSxeZ9gpG3Spw33fqcsoFkrDtcJIWXZOl4+eJ5cAK8cgJd7qFkscAytjkcsXALiS/43KGTAWptpy9CW0jMI8yp/3LrSMGk/l9fXiaPOn/W18iV8e5ichMF7yqYevvJs5T0mgIisW4Hkes2fPxnvvvYfs7GxUr14dY8aMwSOPPKIa4jZi06ZN6NGjB5o3b449e/aEP8MGkFgiiBjgnwuFOCPkwqVsvL30cHg07Jp9nheQXike8TYOVo5BvI2FjWXkRh6A3NADkMWUezu4hl5PWBWUqCRTwkrU78Xy1WArj0vGCXuOXoRocadnpsy0aONwHINEhw3xNlYuW46xwMoxcvkCkIWUe7u0jAFPQQWUljXgX3kXlpSrL2FVAF637PWsC6R42mdOK26l8ja0+wnRjEyWsZjyBcYY2KZ5S1eLr/Mi0Qg/3DzzzDNYtGgRli1bhmbNmuHnn3/G2LFjkZKSgqlTp3o99+LFixg1ahR69+6NU6dOlVGO9SGxRBAxwOnzl/Hn2XPyvraRNgrTa+ABgHfxKCpywW7nYLdziLezsLIMOJZBgp0rHTJSNPJKEQXAa48JoBZTWjEkpV+oaaQLwfvspXIJpd1PUjpOTRy5TEoadG1DLvUsHTp83qvhNO8yPqh3jOVYpFV2yOXKcYyqbK0sAytXWgZS+QLQKWPeUEi5wxgAgq6Q0oofrejkGU+DdK09m1Px6KjKtKT8tWk6od9D5eJFn0OBepjtKTTT8wUYO1c1Gu4z01tm5pxYZ/PmzbjhhhswcOBAAECdOnXw/vvvY/v27T7PnThxIoYPHw6WZfH555+HOafeIbFEEDHApYuXcTLnrLzvrRHX4i1ugsOOuDhO1bhfKnAi3sb63bjbOAvyIfgQUO7GRNk74ippuGXhI5Q2uryg7hlxCoKqQVbGLUVHIGriSE3ayaOnIIih6w1gWAa8i0e8Iw5xcRzi4jjks4xctlaOAcdaVOIJgKoHCoBHGecDHj1RrpKy9BRQ7vOKeb4kLYssfOReIYFXlbfymBsz40p6Q3ee51kZRp54ICGJJ2+CxJfvKl/DembFjlZEebOVqkj+tHJzc1X7drsddrvdI17nzp3x+uuv48CBA7jyyivxyy+/YOPGjXj++ee9pr9kyRIcOnQI7733Hp544omQ5j0QSCwRRAzgzL+Ey6eLQ5pmocM9W8flEuByCeB5AWxJwy7Z32gbdpcgwsm4jxXzbhsfK2tBMQCn4G48i0uEUxEvws5a4OJ5RYNeMuRVcp4bdwOrFj7qXg51I6XtAVHvK22JOINeEzml8/+GVCwJ9gQUxtkAADxvg8slgOMYuWw5zl2+Lk4ExwooAGBlGTj50vIFYFjGNo6Bs1iElbGg2CWqyllZNkW8WqQqcqjYVvc8qWf4qYdN9cpPL0zKv7LXSYqn6p1SCBSzw3d67hlUd6Y4bmQP5WtoEFCLJ19G5mbSK2tEITgbKrHk3Fq1aqnCZ82ahdmzZ3vEnz59OnJzc9G4cWOwLAue5/Hkk09ixIgRhtc4ePAgpk+fjg0bNoDjIkOmREYuCIIIDoYDOM+vOr9wFekGc5y7EZe25XCdHhAlNkWYdojOF8qhIznMxJSiYBslj2uwHBBCsaT3GynLltWUo1S+qviKe7TpCh7f6Aslc5j5HYKJH278dY1gmE4Fdzx5/PhxlesAvV4lAPjoo4+wfPlyrFixAs2aNcOePXtw3333oXr16hg9erRHfJ7nMXz4cMyZMwdXXnll2PLvLySWCCIGsDsSkJReRd7ned/DcL6G6hwpDjgcNnkYjmUZxMdxHiJJb4goEENlPdsafw3CtcfMzPbSiyPF4CplQkDgjaKgsQmz2q1wJDvk4U2pJ0nqVdLrrZPKF4DHMCfgKUTDaRAuESqXBv66MwjUrQTgWyT5M7POLJHUoxRqkpOTTflZeuCBBzB9+nQMHToUANCiRQscPXoUc+fO1RVLly5dws8//4zdu3djypQpANxOYkVRBMdx+P7773HNNdeE9mZMQGKJIGKA1DQHqqdWVoWZNfI2Cq9cOcFt3B3HedgomZnBZda4GwiskQ7KBYEynl7jVxJWo25VCCVDTkZlBxgbygNqUcpyrFyudjsni6N4G6drn6QnjHyJIneYsQAFvPvF8iZEtcf19vXSNIoHlI8wMpMG4H/vUSyLo0C5fPkyGO17zLIQDMYCk5OTsXfvXlXYq6++ih9//BErV65E3bp1w5ZXb5BYIogYoHJqPJqUiCWnpuEO1J1AWpIdCXbOw22AGUEUiBjyt7ciGDHkqyGWjjaqXxnFmjrdXzcMQKmYYlkGSQ4r4m2cPKswGLcB0SyGjK5v5hgQOkEEhL+3qCKLqEGDBuHJJ5/EFVdcgWbNmmH37t14/vnnMW7cODnOjBkzcOLECbzzzjtgGAbNmzdXpZGRkYG4uDiP8LKExBJBxAA1K8Whfu1kVUNepHQ86cNJJeDpqLJSghUOG6NySFluziiV8QJwRukNvUZXukTzGskAw6rKDTB28Al4d1QJuJ19ah1SRqQzSoN4QHBLr5SlCALKpncomsRQWXvwXrhwIR599FHcfffdOH36NKpXr4677roLM2fOlOOcPHkSx44dCzhPZQGJJYKIATIddlStnCjvSzOM9JY+AfSXP9Eu4ZEax6nWhpMaBGnfl9iJpCVOzKBsVCXPws2qJsjLnXhbC65Y29ukWTpGSaKNhY21eAjNQEWmMg0t3oyrwyl4gOhaCzCU5ymJMNv2ciEpKQkLFizAggULDOMsXbrUaxqzZ8/WnWlXlpBYIogohrNaAQBpSYmonlS6MKdymrTeorrKqdlGIkoSSspGVduAlJWQAcq2oYxPcAvPKxId8kK6Wl9ARuWmPabdlxbR9dY7BMTOwrlAdC+eC5DoIUgsEURUU7defTz48Cycyi306B5XttfaY8p9pd8YPV81Rg1dqJaiCCeBNnI9rhsMQRisGm7T8/CsNyShdYbozVFhqGZoGRHq6e2h/r3C8fuHW9hE05AbETpILBFEDBBvZeVtvQbcQyyJ3ht0QVA3OrHeQLA6ooJnRI9ZPBLenPoZ2XSYdVAYDWUdST0tkVBees8PEVuQWCKIGMDG6bde0vCQVROut6ZWoIuHmj032mBhAW8xuC9WPxjwFKJEcMSKEIkEUUcEDoklgogBrKx2yQ83ytlUEoIoAgYVt9b2xiyh8oocCN4WUw0Wfxs4XhDBBuHEkiDCTVnPhosVSCwRRIxgtmFnYTGs8PTEVSAYreAeFkzcd6Ai0F98iUZBED3ihFPsEQQRGkgsEUQMoBRKwQynBYPyuuW9bpZWrBlNrS9z9PKhCSsrYRcLRKPQLM9eWCJwSCwRRIxhRgiFoys9nDYZ/ua3vMWaRCA9bBEj7IKkLEQfCQ+irCCxRBAVkECETXnaKkSSEPOHSBFtWspimDRWRB9BACSWCIIwSSgESyQah5bVLKVIuvdIFXFKytTurQIhiGJQZVtRfxcSSwRBlBnBCJNIEhuBUJZTx6O9rIDoEHTeqKiiIlYhsUQQRFRQkYWWv5SHT5+KVsa+iHaxR6ghsUQQRMxDQiv8kEAjYhkSSwRBEF4goRW5kEAjygoSSwRBEGGChFbsEe3LlpAH78CIoOUQfbN+/XoMGjQI1atXh8Viweeff646LooiZs6ciWrVqiE+Ph59+vTBwYMHVXHOnz+PESNGIDk5GampqRg/fjzy8vJUcX799Vd069YNcXFxqFWrFubNmxfuWyMIglDBMha//giCCB9RJZby8/PRqlUrvPLKK7rH582bh5deegmLFy/Gtm3b4HA40K9fPxQWFspxRowYgf3792PNmjX4+uuvsX79etx5553y8dzcXPTt2xe1a9fGzp07MX/+fMyePRuvv/562O+PIAgiUEhEEUT4iKphuP79+6N///66x0RRxIIFC/DII4/ghhtuAAC88847qFq1Kj7//HMMHToUv//+O1atWoUdO3agffv2AICFCxdiwIABePbZZ1G9enUsX74cxcXFePvtt2Gz2dCsWTPs2bMHzz//vEpUEQRBRAMsY7wWIEEQ5oiqniVvHD58GNnZ2ejTp48clpKSgo4dO2LLli0AgC1btiA1NVUWSgDQp08fMAyDbdu2yXG6d+8Om80mx+nXrx/+/PNPXLhwQffaRUVFyM3NVf0RBEGUN8HapxAE4SZmxFJ2djYAoGrVqqrwqlWryseys7ORkZGhOs5xHNLS0lRx9NJQXkPL3LlzkZKSIv/VqlUr+BsiCILQQRJAZv4IQosgiEH/VURiRiyVJzNmzEBOTo78d/z48fLOEkEQEYg/QocEEEFEDlFls+SNzMxMAMCpU6dQrVo1OfzUqVNo3bq1HOf06dOq81wuF86fPy+fn5mZiVOnTqniSPtSHC12ux12uz0k90EQRGRCQoUgKi4x07NUt25dZGZmYu3atXJYbm4utm3bhk6dOgEAOnXqhIsXL2Lnzp1ynB9//BGCIKBjx45ynPXr18PpdMpx1qxZg0aNGqFSpUpldDcEQYSKUPTmkFAiiIpNVImlvLw87NmzB3v27AHgNures2cPjh07BovFgvvuuw9PPPEEvvzyS+zduxejRo1C9erVceONNwIAmjRpguuuuw533HEHtm/fjk2bNmHKlCkYOnQoqlevDgAYPnw4bDYbxo8fj/379+PDDz/Eiy++iGnTppXTXRNExYVEDkEQkUBUDcP9/PPP6NWrl7wvCZjRo0dj6dKlePDBB5Gfn48777wTFy9eRNeuXbFq1SrExcXJ5yxfvhxTpkxB7969wTAMbr75Zrz00kvy8ZSUFHz//feYPHky2rVrhypVqmDmzJnkNoAgAoDECkFEFuTBOzAsoihWzDsPI7m5uUhJSUFOTg6Sk5MBAAVOHycRRARSUStGwj/oOfGflPjSgR29NiPUSNf4cc8xJCYFfo28S7m4pvUVYc1rJBJVPUsEQfgHNWKRC/02BBE9kFgiiAiHGtXQQOVIEESgkFgiiDKAGupSqCwIgog2SCwRhAlivYGP9fsjiLJCIDPgmITEEhFT3H7LTdiwPgs9e/XGig9XAgB27NiOiRPGoqioCMNGjMT0/80s51wGRiwLGmpgYoODB/7E+FHD5f2/Dv6JN5Yux8BBN5RjrgglQpCz4Wi5E4KIUpQ+dSZNnorX3loGURF+/9TJePudFdi19w+sXv0d9u/bG/Z8hOMvUARRjPg/IjZoeGUjrN+6E+u37sS3P6xDgsOBntf08X1iDOMSRN2/ikKdOnVgsVg8/iZPnqwb/4033kC3bt1QqVIlVKpUCX369MH27dvLONeeUM8SEXV4Ew7devTEhnVZ8v7Jf/+Fy+VC8xYtwQsihtxyO7795ms0btq8DHLqJhrEQEWqvCsaHGMpl+uu+uYrdO95DRwOhxxGz1nFY8eOHeB5Xt7ft28frr32Wtx666268bOysjBs2DB07twZcXFxeOaZZ9C3b1/s378fNWrUKKtse0BiiYh6tOKJF0WIors35sSJE6hWrTp4wd2DkVmtOjZvXB82ARPNjUEsdq8z5SQUIonyeiY//eRj3DbsP4bXj8XnjfAkPT1dtf/000+jfv366NGjh2785cuXq/bffPNNfPLJJ1i7di1GjRoVtnz6gsQSEVVIQ1LexI4oihBEoJgX4BQEeRsAXLwAXhBR7BJUabIR2KjGso2SRLjLPdob5EgUe2bK9FJuLnZs24LFb7/n00YmUt8/wju5ubmqfTMLyhcXF+O9997DtGnTYLGY+80vX74Mp9OJtLS0gPMaCkgsEVGHJHz0Km1eEFHkEiCIIpwuAamVq+Lff0+gsNjdDfzPiROonJGJAievOkdbWbMmX2QiMKTyjkZBWJYNe7jFXiBiTO8304Z9/dUX6N6zN0TWqnrXjM6HIgoJp/DigghXED3rLrjPrVWrlip81qxZmD17ttdzP//8c1y8eBFjxowxfb2HHnoI1atXR58+5Wv7RmKJiDoKi3nwmpddWQEXFgvgeRH5RTxSq2QCFga7du9Bg0ZN8fknH2H2MwuRX+iunaUeKsZi8VpJl0UFzpTjdIuybqB4Xix3QRroPYdL4JWHSAhEjBWX9M6q01HH+eLTlbjtP+NQWOw+4BFfp7FmNM9DqMqjPMq1PN/lsuL48eOq5U589SoBwFtvvYX+/fvLC9f74umnn8YHH3yArKws1Rqv5QGJJSJq+OKzlfjz9/24ZcJ/AagrXKkyvmv4YBz4fS8KLl9G19YN8NTCpZg2cx7unzQGxYWFuO7G21GtTiNcuFysSpvTiCVtBevrC9yfClnbKJgl2Erf2/lmG81QNgI8wjv84kuMhVL0hOI+gs1PWYiCxS88hSZtO6NJm04A1HmWnqFLuTn4dffPeHLhMlwqWRRTGU/Zq+EsUVlWhgFX8nt5ew8lzPaIsYwFmo4tn4Ti/eQFLxFjhOTkZL/Whjt69Ch++OEHfPrpp6biP/vss3j66afxww8/oGXLloFmM2SQWCKihj9/3w8AuHC5WK5klcajTkHArNc+lLeB0kr62Y9/lMOOXsr3MDqN51iwjAXWEjVgVagC5Wwiq45a4AwqV6OK3lejZtQQOAMcqpAqfzONsa909RqB4Brp0AgWvTxoex/9Ss/PBjMQoRNqceNvHgK9/rFDB5B+ZVuPd0/etljx9k+/4oyTB1902SOO3nnxHAsrw8h58vUeao/Jcfx8F80eNyPOnDwNIXpjyZIlyMjIwMCBA33GnTdvHp588kmsXr0a7du3L4Pc+YbEEhF1/Hau1LDQybsr3iJFK+7iSyvjIsV2sUtZSasblrR4FhxrgZ1lYGUtsLHqSpvTVOKAumLUVtzafTMVPWC+sncahGthGAt4L4JEe77A+x4e0aJspP1vLAJrXLTFF2qh4K/QCmRI0Wyew9UAByqei3geBy/kye+eO8zz/TP77hW7BFRK4GBnLabeQWWYNo/+vodyHJ3ep0CElxAC0RWLCIKAJUuWYPTo0eA4tewYNWoUatSogblz5wIAnnnmGcycORMrVqxAnTp1kJ2dDQBITExEYmJimeddgsQSEXXs/CcPAOBUzGhTfa0qwp2qSlzdLSIds7IM0hLtsHIMHDYWNo6BlbHAxrkrNqkSd2+XfPGW7GsrdMBcpa49prevqth5A4HF61fq3gyolfnQDr/pVeZKseWz4TY5/OCvgbeHqDNxHW9DhqHoZVOl50NcBWOf5Suv4ezN0Lt2gVPA1iOlHyxm3j1A/f5pjyXH2xBvY+Gwc26h5Mc7CJThewgYv4sAOMG7wIqECQ1OQVT1BAZyvr/88MMPOHbsGMaNG+dx7NixY2AU5blo0SIUFxfjlltuUcUzY0AeTkgsEVHHvsPnAQAul/qF53XGiLRx9MI4jkFuWgLi7SysLIN4Gwcrx4BjLLByDGwlX7oA5ErcvW2BvSQ8kIq8sORzVgovBO+1Ii8Ar1uROwGPc1yaHiKloJIqbN2hq2CncfuwaTI7JKjNg7f4Rvn11h6Ysb0K5JqGaRmIqVAYuRvlM1wiqqCIx5/HL/p8/8y8e1JY5coJsNs5xNtZ9/vHMqbfQUAtptz7+h81QPDvIQC4GM37VRJf+S4qz5HeR6Peqlinb9++EA3egaysLNX+kSNHwp+hACCxREQdRw6dVe0LXqwpeZdv606WY+FyCYiL42C3u/+sHAOOtcDKMuBYRrfyBiB/BQMo+RJ250VfRAm6IkpZ8Wq/hnnBnX+p8lYaxLr3odoHAJfAe3wNO6HzNeznxyXLWAwNwRkvX86qniyDClM71OcrnUDjyvnQuXd/jNe11wx4Zp2mPEI5QzBUedRSXOzCkZPudzCYd0/p1bmoyAWHwwaHwwaOY+R3MN7Gqt4/ACbeQQvyIXi8g4Dne6gUUeX2HhJRAYklIuo4f/JM8InwLnmTsceDYRnEO+IQF8fJoollGXAcI1faTl6qnNXCSbLdsLIWOAV3nGLNl6+LLfmyVIgnJy/CylpQXNJo2FgLnEJpZaqsbJXhbnwpHZ0eKIVCsDKMh68VTqfXRz3Dx3g4TimitEN5ZhptpYgyspHyxzYqEDsqpYDytz0Lzm5LkY6iHELtWiFkeXS6/HsHFe+aESzLgnfx8kdLUZELdjuHgkL3Oyj1+krCqaCYV72D+cW83PuUX+zufdK+g3bWAhfPg2MtKOJL30EA8nsoiaeyeg+J6IHEEhF9FOV7hrmKPcNMIgAQ+GQUFznBcUzJUIG7slbCsQKsrKLy4xhANazAQK48S4YKil0ibJwFRbxYUlmLJZW1oFNZiyWCqfSr1SWIiopakCtq7VCa8pjevjIdveOAe0q3dpjAaMjO21CeIIheDVl9DfUJomjaqNxMox/I0KIgBO4mIVQeqSXhFA5/VP6UnwcCD+RfCGl+iouSYbVbUVTkFlZxcRxYtvTdKgDg4kRwrABXiWgCIL+DVo4pcVbrFkzFLsF9DAAUWk16B0tupCRM+eHiPia9h6WCyfx7CCh7nNT7kn1Xea3XRwQOiSUi6uCSfbu99zY8oMVqt8JqtyLBYVcNxUm9St6G4wCYsqcAArNrkvMYQgPVcLo/CNYflVkfN/408ixjwckT/+CBKeNx7uwZcByHu++fjv6DhxjnI4iRkmiaPh5Ib5OF48ClZarC/Hnf9Ih3xMMW5x6GcwslJqh3ECgdkgM830F3mHm7Jr1wwL+ZeNq0yguXIAa1XmA0r38ZDCSWiKijaq0MXWNuwNhOwpv9BMuxSKvsgMNhU9kraQ1NAYTd2FQvPCRTozV4m0FnNhyIXHHkEcaxePjxeWjavBXOnM7GTX27oEfvfkhwOErzEqQpSTSJJD3MCifOyqFK9SrqcwN474BSkZWSlojERJvKZlBrr+TvOwh4fqAA5S+OyGYpOiGxREQd9euV9iyp3AcEMDuH5wWwLIMqafGyOIq3sYYVstneIl8VcTCVcDCCSHstM+GAd1FkRiSUlSgyIqNqNWRUrQYASM/IRFpaFeTmXkBiksPHmaHPi7/wYtkvDeNtJqDdxqFuXXXvrr/vnvZ4cnKcaiac8h0ESo24/e21DVYQ6R038z7qxQMq7my4WIDEEhF1tKlTCYDbmZ2E0kFesdKfiwlfTFaOQUq8FQ47KwsiZSXsj2+lWBJBvs6V0wiDEAokvh56H/H7ftkFXuBRvUbNoNMvK8LpesBf4mwsWpe8g/6+d9pjkr+l5Hir7GPJYWMBlLrmCJUQ8lcEadPyFg/wLoSivdeRILFERCFtqrl7A4yWW5CMNH15GHaHuw2vHTYWDptk68B4iJ9Qe+sOxDtwsEsymK2wwyV+Aj0HCN2adBcvnMd/p9yBp557JTQJlhCI+4KQXDeIJV284U2ExVsZNKqRqPvOAebfO/lcl4gku9shbCDe87XH9PaV6fiKBwQnfEx9YJB4ijpILBFRR72URJ8LcxquW6XYVqYRV7I2FaBfOftj4+PrmD+LgJohkIU/y1LoSIRK8Bg50/RFUVERJo6+HXdO+T+0bn+1KS/gepi9j0jw1gwE9rt5E2E2hkH1xHh53+hd0+7zBvFcguixNiPg/7pwgO9hrlAIHcB/sRNJPUsuQQjKfYGrgro+ILFERA033Xw7Tp05jVSHTVXxqlY+F/XDAbUvIO350gwabSUYKgNlLaGqPENZCYfL7jTcDQVrsQAM4HQZN/AuXsADU+5Ax849MOjmYYbPj+E1VP6mgshrOTSankvaBJ5W41btUaVGfaTYrR7H9MpRG6b17aWcWq8UOoEuQq0kkN6boD8IyCYpZiGxREQNDRs1Rr2GjZBb4F5UQFsRa7+GPcWS8THjqfCB5ja8RNKXqpLysKHheRcEESjW+D5UCudd2zfjuy8/QcMmzbFm1VcAgMeeew0NGzcrTcfLUFqwBu4SzpLJYaFqVAPqNfIi9nyl17bTNSh06s9w08onXhA9wiRKBRwrh+mVcaSKl0h9/4jwQWKJiDok3yrailhvKQ4zX7tmZhv5s1ZZLBENjcLbC58FAAwYeR8A6A7R1m9xFdb/ec5j+OdcgduZqd5QrZVhdO3XJEI5NKvEn2FagffvOTTr7FN7nUAIeJi6HIVkJF6DiAxILBFRBctY5OnESgRRBLxUXEq7CqXIkgSWv132ZoQaUbYcv3RZ3taKIr1wXxMB7CwDh01fMBkZ/JsxLA6VUbHTyzElymebRwALEvspyAKhrOzuyjI9PSK1p5rwDYklIurQdToId5hRj49ymjGgGKIJVQUZZDoV1StuKNl/xr0MTrFLKY6Us678czXhsHMe7iTMuJIIy9R13ks83vvsSqN3wtv6fkDoJyKEkki0+QNIDMUyJJaImMJs5cfCuBEpD2ysRWVjEwuUtQDceeSiat9pMG0d8O7MFHA7TUx02JAUb0WCnVOtdK/nIDHUzhG9CasC8KZ9dGnvG/C9YLJcBsGsH6fBVxrSs2+2hymUeQsF0SSSnEHOhquoCwGTWCKiDn9WnA8mnVDjK1+RMpMmVKKtrNfB+uuIe3FXPfGjFwZ4epKWw108klPi4XC41yszWn5Dz8s04H1dMqO1AbUiSFl+PKMRe4zCqSrDwKm4jdJFW0u7o1SLKMOzd0oSVf56mGYZi+EQtGr4z6QtlN6z5+29MDtRw9v5kSK4iMiGxBIRc5hdib6sCeuSGCG8n0gRbf5y8vhZAL7XI1PiLa6zyInC5AQUFblgt3PI4xjV2oGBLq6cD8GLgCr9HZW9US5GvVq9UygVPHyJKGLlY4LOkJ5231MkWhnGY2o/Z9HvgZWu5U2s+BrWMyt0lALKrIG6P+9apPVSEZEJiSWiQhKKijGShvHCXdFH0r0acfl0dkjTK+BYMCUixuUSwHGM/L/dzsHFieBYAS6WgZN3iyZp6NHJCHKvk5Pn5V4nZ7EIK2NBsUuEjbPIHuRdPA+OtaCIVy/6WookbhidMLfQUTb6yqESd8+Tel85RMopRJYyDqD2i6TsdTISGN6Eh6/JFGZEi9nhurIUQNE0BEcEDoklggiQYCviaBAgEpE2ZKkLZw/sYq4iU2lxJb1GrK6YUcTT2huxnmXna4hOFVfnfLOEez1Cf4nUtQgDeb5JJFUsSCwRRDkRjACJJqEVCIGUTVJ6FdU+z/sejvM2DOdIdiApJQFxcRzsdvcfxzGIt7O6Q3AAVEbgAIKyYZLwNcsOKLsFmwPxnUQCKfjrhhJeEIOqP2K97jGCxBJBRCEktDypfkVljzCzxt56YYmJNiQnxyE+jgPHWhBv43wadyttkwDfwiiUs+QC9fHk76LOwax7GE3CCAheHJW3MCJCB4klgqhgxOrwYZN6pWJJ7TZA0A13HzN2KZCcYEW8jUO8jdV1G6AURIGKofLqIdJey0w4ULZiyGx6wcQHYqO3iAg/JJYIgvCLSO3VuqpOskr8FCkdTwbgqNJhY1EpgdN1Rql1RAnoC6BIED++jplxPhmNIkiCxBARCkgsEQRRZphtdAIRVY0rJ8rbypldUlr+LIECuHuF4jn3Qq9WhpHzbjT0FY4hL1/HgNCJHcB/txGBiIjyFj7B5sFrulHqdoPwDYklgiAiDiM/PkYwDIPqSfHyvtLHD2+wrZwWryekOMZSalxd0gjqLrUToGGzt3ONCNQHVjDiIFTCItSzx8Ld2xOrwoc8eAcGiSWCICISs0Lp/6bPBC+IOJundgGgrNO1aSn3lU4PjRwlGomUSF2jzIiynO5eLmvGRYDAoSG72CSmxNLs2bMxZ84cVVijRo3wxx9/AAAKCwvxf//3f/jggw9QVFSEfv364dVXX0XVqlXl+MeOHcOkSZPw008/ITExEaNHj8bcuXPBcTFVVARRLoTTZinRzhlew0MsicbiCXALLa2woEZQn0gQKIFAv2dsMW3aNL/PeeSRR5CWlmYqbswpgGbNmuGHH36Q95Ui5/7778c333yDjz/+GCkpKZgyZQqGDBmCTZs2AXD7ZRk4cCAyMzOxefNmnDx5EqNGjYLVasVTTz1V5vdCEJFMpM2Kk3waSSjtkqyKcKO1zCLtfojYgYRZ+FmwYAE6deoEm81mKv7GjRsxZcqUiiuWOI5DZmamR3hOTg7eeustrFixAtdccw0AYMmSJWjSpAm2bt2Kq6++Gt9//z1+++03/PDDD6hatSpat26Nxx9/HA899BBmz55t+kcgiHBx8eJFDLyuD1wuF3iXC3ffcy/Gjb8joLRiTRwwFotqSM1wId+ScJfm/s3YGJnBSIxFKrH2HAAkTioqn332GTIyMkzFTUpK8ivtmBNLBw8eRPXq1REXF4dOnTph7ty5uOKKK7Bz5044nU706dNHjtu4cWNcccUV2LJlC66++mps2bIFLVq0UA3L9evXD5MmTcL+/fvRpk2b8rglgpBJSkrCmh/XIyEhAfn5+WjfpjmuH3wTKlf2dMgYyURCA60VU1rxFCihEl1KwinASFhULFyCGNSzHqr3JNQsWbIEKSkppuO/9tprqrbeFzG1uk3Hjh2xdOlSrFq1CosWLcLhw4fRrVs3XLp0CdnZ2bDZbEhNTVWdU7VqVWRnuxfgzM7O9ig8aV+Ko0dRURFyc3NVfwQRCqSlCeQlCiwM7HHx4AURlwsKIQoiRDH0lZf2uqH+CwRBFH3+xSoMY1H9EUQ0ceLECfznP/9B5cqVER8fjxYtWuDnn3/2ek5WVhbatm0Lu92OBg0aYOnSpV7jjx49Gna7+fUhhw8fDofDYTp+TPUs9e/fX95u2bIlOnbsiNq1a+Ojjz5CfHy8lzODY+7cuR6G5QQRKL7ExMWLF9H/2p74+6+DeGLuPFRKq1wmPTWRJkYi9Qs3nETbEB/hpiIL3AsXLqBLly7o1asXvvvuO6Snp+PgwYOoVKmS4TmHDx/GwIEDMXHiRCxfvhxr167FhAkTUK1aNfTr18/nNY8fPw6LxYKaNWsCALZv344VK1agadOmuPPOOwO6j5gSS1pSU1Nx5ZVX4q+//sK1116L4uJiXLx4UdW7dOrUKdnGKTMzE9u3b1elcerUKfmYETNmzFBZ4ufm5qJWrVohvBOiouFN/CQlp2Djtt04feoU/jPsZgwcPAQZBt3JSkFhZMMTyaKDxAERbVRkYaTHM888g1q1amHJkiVyWN26db2es3jxYtStWxfPPfccAKBJkybYuHEjXnjhBVNiafjw4bjzzjsxcuRIZGdn49prr0WzZs2wfPlyZGdnY+bMmX7fR0wNw2nJy8vD33//jWrVqqFdu3awWq1Yu3atfPzPP//EsWPH0KlTJwBAp06dsHfvXpw+fVqOs2bNGiQnJ6Np06aG17Hb7UhOTlb9EUSgOHlBd4ipmBdUf6lV0tG0eUts2LAexS7B46+gmIfTJch/BcW8bjxBEE39KdMqq79wDwdG2x8R2VQkoaQ1PSkqKtKN9+WXX6J9+/a49dZbkZGRgTZt2uCNN97wmvaWLVtU9sWA2354y5YtpvK2b98+dOjQAQDw0UcfoXnz5ti8eTOWL1/uczjPiJjqWfrvf/+LQYMGoXbt2vj3338xa9YssCyLYcOGISUlBePHj8e0adOQlpaG5ORk3HPPPejUqROuvvpqAEDfvn3RtGlTjBw5EvPmzUN2djYeeeQRTJ482a+xUIIIBuV6ZYC6l+nM6VOIj09AvCMRubk52LxxA4aPvgMFTt7wHAmWsQC8R3DUEq3+fZT4a1wdaYKJjMPVaHtCI1E8uYL04O0qOVc7ejJr1izMnj3bI/6hQ4ewaNEiTJs2DQ8//DB27NiBqVOnwmazYfTo0brXMLIfzs3NRUFBgU+zGqfTKbfZP/zwAwYPHgzAPanr5MmTpu5TS0yJpX/++QfDhg3DuXPnkJ6ejq5du2Lr1q1IT08HALzwwgtgGAY333yzyimlBMuy+PrrrzFp0iR06tQJDocDo0ePxmOPPVZet0RUMHhBlIWPyst0Sd128O/DePSBKRBFt2H38LETUb1uY+QXus/R2hVJabCMRdcLdSQsg+ENbx6neYROOJRlo68UeWUtfkJ9n6HOf6yJL6Nh5EgUUf5y/Phx1SiKUYeCIAho37697KuwTZs22LdvHxYvXmwoloKlWbNmWLx4MQYOHIg1a9bg8ccfBwD8+++/Ac8cjimx9MEHH3g9HhcXh1deeQWvvPKKYZzatWvj22+/DXXWCMInX3z6Mf784zcMGf9/GqFUul27USu88+UGAKUN1aUCp891zuI5VrWIq7ZRKqv1zQJZ2yzYBtTM+d5so0K+REiYjB/M9LSFStyES9QEkr9oFFixYItn1uSkWrVqHmYsTZo0wSeffGJ4TmZmpmwvLHHq1CkkJyebmqz1zDPP4KabbsL8+fMxevRotGrVCoB7SFAanvOXmBJLBBHNnD93FgCQfakQgFr0SNvKxkRPFCnDi/nSMIeVlReGlRoXaZFYq0IN6BmBWzVqgQtgnTRfDZo3USaNMJptFLWCzFsDbCZNXjNiEUzjzDDBCxaj62uXcDGdXgAC1t97CKegMZuXaBRVsUCXLl3w559/qsIOHDiA2rVrG57TqVMnj06LNWvWyPbFRly+fBkJCQno2bMnzp49i9zcXNWsuzvvvBMJCQkB3AWJJYKIOPaeKfXT5VIIniLFdrFLKY6U4QqBpYifGs8hyc6AYy2wsyUiibXAxqqFk1IsKUUSaxCut29GcAH+iy7BpOAyGp7TS1fg1XHN9Hzxguh3wyvF99dURK9Xyx+hYkoM+iGyArUTiwRB4ysPJKbCw/3334/OnTvjqaeewm233Ybt27fj9ddfx+uvvy7HmTFjBk6cOIF33nkHADBx4kS8/PLLePDBBzFu3Dj8+OOP+Oijj/DNN994vVaVKlVwzTXXYPDgwbjhhhs87J7q1KkT8H2QWCKICGPPP3kAAKdK+Ch6kXj9cPcxdYPgdAmwcgzSEu2It7GwcgxsLOMWShwDK2OBjXM3EnbWAo6VtksFFQBZVAG+hRXgKa4KFJblPsUVbyCuBO/iStsYahs/5dCHUU+WJLR8NpwmRY9R3nzFly9j4jpe7bpMXNcfkeBLWAVrdB9sL2A4rk0iKjiuuuoqfPbZZ5gxYwYee+wx1K1bFwsWLMCIESPkOCdPnsSxY8fk/bp16+Kbb77B/fffjxdffBE1a9bEm2++6dNtwB9//IEvvvgCH330EaZOnYpWrVph8ODBGDx4MFq0aBHUfVjEcLj/reDk5uYiJSUFOTk58phugbOcM0VEPEveWIQzZ07jK7a7HObSzIzT7huFKcM5jkHlygmw2znE21lYWQbxNg5WjnEPzZUIKACyiALgIaQA+CWmgND0VGnTMYzjZ0+Vt0bQ27CgmcbTTA9VoL1T/hCMvVWoREI4Zy2Wh5AJ1TWrJpcu76zXZoQa6RoLftiLeId/66IpKci/hPv6tAhrXkNBTk4Ovv32W3zxxRdYtWoV0tLSZOHUo0cPsCzrV3rUs0QQEcaxQ2e8Hud5c/P/eZc7HsuxcLkEJCbaYLdzsNs5cJzTLZZYi1s4sQysXGmPkS8BlQ/BUEABgq6IcjGinL6zRN9ZGQa8UHo/LGORba6UgsgpqPddAu8hoJzQF1F6vUAsYzF2rwB9A1zGSy+RR4+QzjeoGVsqbw2xr54zPbQ9U/6Ip0Cup5uOpixCKZ5ClcdIvybhPykpKRg2bBiGDRsGp9OJn376CV999RXGjh2LS5cuYeHChareLV+QWCKICOPSmbOhTZDlYLPbwPMC7HYOcXGSYGJgt3Nw8SI41gIry4BjGVhZBi5BRAF4WThJ9k9W1gKn4G5xi0saCRtngZ21wMXzsnAq4t3iycmLsnCSVItS+HiKHmVrXtrSWxlGZdBuZRhd7+TaOABUMwWl3idlg6ds7IzCAe/DeN7Ok89X5MOo58lMOoHElfOgEE/+9joFcj3ddBTlEOpeJ6WrjLKiPK5J+IfVakXfvn3Rt29fLFy4ELt374bL5fIrDRJLBBFpuPQ94QaD1Msk7/MCOI5RDOExsJb0Skt2UFJPEwAU84Lc01TsEuSeJokiXiwRTKIsmLQU86Kqp8kfnIKg6WkSND1NouFyLr4wMtgOxJA7mPMIgggdhYWF+PXXX3H69GkIiq8Ei8WCQYMG+Z0eiSWCiDDsaemm4mkFkBEsx8KR4oDDYUNcHAeWZeSeJcmGSepR8mcoDjC2ZZLOAYI3DlcSypl3sWDLRHZMmnSj2IaJCB2rVq3CqFGjcPasZy+9xWIxbcqghMQSQUQYNetWNW3IzWudACmPKWyWKldOQEKCzUMgJdg5WXAoZ8oBkGfLubctJIz8OBcw74CzIogjgARSpODkRXB84PO6nEGcW1bcc889uPXWWzFz5kwP9wGBQmKJICKMBnUqydtqlwGebgGUaMWUJKRYlkFasl2eARdvY1XuAwDP3iKjWW8APHwzAeZmvWmPRfqsN1/nymnEgCgK9Jq66dDsN6KcOXXqFKZNmxYyoQSQWCKIiKNdnVQA/jueLFb6X9IIp9QEKxw2Vu4h0jqnBDxFUFkKIMC/HiFfxyJVBAUSXyJSxBAQ/kWMSRQRwXDLLbcgKysL9evXD1maJJYIIsJoWTURQOksG3+WNXGqPH6XnpcWz8HKMKVDbiUtr3bpE+02ED6P3MEsgWI2DcC/9egCaTDLS/wEc23D9MIsgoDyEyUkhioOL7/8Mm699VZs2LABLVq0gNVqVR2fOnWq32mSWCKICKNWknvtIuVUbeW2r0VzteFOQUACx8lrw0loxY1eY1JWgkZOrwwX2g228QzVArvhasTLQvgA5S9Cyvv6ZjHzrhCh4f3338f333+PuLg4ZGVlwaJ4FywWC4klgohmho8ci0v5+ShmrR7OBI2Ek9J3j9ZZnp5fIG3DEu5el7JIS0moBIweZdEol5XAUV0zQhrxSMmHP0SjACrmBTBeJoaYOT/S+d///oc5c+Zg+vTpYEJUKZBYIogIwR4XB3tcHC7kF3sc0wohrVdkT6HkmX4kDvtECuUhUswS6WUe6fnzRTQKHsI7xcXFuP3220MmlAASSwQRccTbStcskobWrJo4estx6C2fQd6FKw4V5TcmcUP4YvTo0fjwww/x8MMPhyxNEksEEWEoh8b0PF4Logh4aTCUtktakVWW6Ak6IjYgwUJEMjzPY968eVi9ejVatmzpYeD9/PPP+50miSWCiDB89RCw0F8EVkIrsARR9GqbpLfoa0jws0F1kbgiIohAl88hyp+9e/eiTZs2AIB9+/apjlkCHHInsUQQUYhfQy6CfnxJcAUyAy3UCGLga7vFIpEuHOm3il5cvOjh4Nbf8yOdn376KeRpklgiiAjDrBDy1rtkJr2ysHExm8dIEGwSYetp8wMSIwQRWYRxoi1BEOGEZSw+/8obM3kM5C+cMBZLVP4RREVmyJAhyM3NNR1/xIgROH36tOn41LNEEDFMqISF2R6isiLcginS7tcMJJiIiswXX3yBM2fOmIoriiK++uorPP7448jIyDB1DoklgiB84q84iUaxoSRcYizay4UgIhVRFHHllVeGLX0SSwRBhBxvBuUVmVjt6SOihyJehCUII+2iCDXwDsSou0aNGqbjklgiCKJMYBnvLg8I8wQiuqjsiVimR48eYU2fxBJBECGHGubIQymw6PchCP8gsUQQhC7UoMYm9LsShP+QWCKIGIQaxIoF/d4EEV5ILBFEhEINYGxAvyNBRD8klggiTFAjWfZQmROBEgme28sCpwtgXIHfq9MVwsxEESSWCMIL1Piah8qK8EZFESNE+dCmTRvTi+Tu2rXL7/RNiaW0tDS/ErVYLNi1axdq167td4YIIhxUxIa8It5zLENiI/qJ9AWSo5kbb7xR3i4sLMSrr76Kpk2bolOnTgCArVu3Yv/+/bj77rsDSt+UWLp48SIWLFiAlJQUn3FFUcTdd98NnucDyhARm9x+y03YsD4LPXv1xooPVwIA7ps6GZ9/uhI1atbCpq0/q+LHckMfy/cWClZ9+zUemfEABEHA1GkPYNSY8eWdpXJn5NCbsXHDOnTveQ2WLf+ovLMTUoIREEePHMZ9d9+BM6dPg2UZfPvjJjgcjhDmjogWZs2aJW9PmDABU6dOxeOPP+4R5/jx4wGlbxFF358rDMMgOzvb9BoqSUlJ+OWXX1CvXr2AMhXt5ObmIiUlBTk5OUhOTgYAFDjLOVPlzPp1Wbh06RKWv7sM777/MQBgy+ZNiIuLw71TJmL95h3lnEM10SxoorkHwuVyoVO7Fvjiux+QnJyCa7p2wKq1G5BWuXJ5Z61ckITEpg3rkHfpEj5c8S7efu/Dcs5V5HDDdddgxqOP4eouXXHh/HkkJSeD43z3AQgR8H5XTbbK23ptRqiRrvHAyl2wOxIDTqcoPw/zb2kb1rwGS0pKCn7++Wc0bNhQFX7w4EG0b98eOTk5fqdpqmdJEAS/Er106ZLfGSGiH28Co0u3HtiwLgvKGJ06d8HRI0fCcr2yJJrFSXlh1Juwffs2XNm4KTIyqwMArrm2H3744XsMuXVoWWYv4ujSrQc2bVhnOn4kiIFw88fv+8FxVnTo1AWCICIltRKA8N17pNQ3weIURTBB3IszCuq7+Ph4bNq0yUMsbdrk/kAPBDLwJkKC2YpEFEVVXF4UIYrBVUSRIFbIFiE0nMo+iWrVq8v7mdVq4OS//3rEqwhiQIsgiBBFUffeY6Uh94e//zqIBIcD/7ntRmSf/BcDBw/B1P97SBWnIpZLpPP0009jxowZuPfee7FgwQLDeAsWLMCiRYtw7NgxVKlSBbfccgvmzp1rSuzcd999mDRpEnbt2oUOHToAALZt24a3334bjz76aED5Dkgs/fvvv9i4cSNOnz7t0es0derUgDJCRD++KiaXIECEWtxIo8CCKEac4KiIDXJ54xYEpWUvPR9Ol3+927GA9n1y8QIEESiuQGXBe/kQKix2YtuWTfgmaysqV8nAmNsGo1nrtujWs3cZ5pDwhx07duC1115Dy5YtvcZbsWIFpk+fjrfffhudO3fGgQMHMGbMGFgsFjz//PM+rzN9+nTUq1cPL774It577z0AQJMmTbBkyRLcdtttAeXdb7G0dOlS3HXXXbDZbKhcubJqqp7FYiGxVEHhBVElgvSED1/SCCor+2KXAEEUUVCsnhDAC2LIVmgnIh9JGFTOyMS/J07Iz8iJEyfQum17+bi3xjOW4QURzpJ3rJg3FktaiwmGCXPGyhjl/VXJqI7mrdoivWpNAED3a/ph3y+/4Oqu13icpxSeVK+UD3l5eRgxYgTeeOMNPPHEE17jbt68GV26dMHw4cMBAHXq1MGwYcOwbds209e77bbbAhZGevgtlh599FHMnDkTM2bMABNrbyIRMMW8oPv1r6ykip08eFFEgbNUGF0u5t1iqSQs0Mq+IlWArElfIuWBmd9B2dhre0+atmqHP37fjyPHjiMpOQU//bAad937EAqdgm58aV973fJ8HgKpFgXBd89ssVOAIIgoLPZ8z7wNRTMhel7Ko0y9lUnDZq1x9sxpnD5zFonJKdi6ZQNuHTEOhYr6xej8YO4lVOUZ7eTm5qr27XY77Ha7YfzJkydj4MCB6NOnj0+x1LlzZ7z33nvYvn07OnTogEOHDuHbb7/FyJEjTefv4sWLWLlyJQ4dOoT//ve/SEtLw65du1C1alXUqFHDdDoSfouly5cvY+jQoSSUCAAlNkg8j8uFTrhET7EjVVZjbxuIP3/bi4LLl3F18/p4dvE7+Pi9t7F5/VpcvHAenVs2wH9nzsW1A2+Sh2CYkgpNWbGZrahCWbGHq5EI9BXiYa53pSwaN61w89a4CYIAQRBQ6AL0orkbfAumPfIkRg65DoIgYPTE+2BzpCC/yKUaFtVeR7pXxuCe/S2LUDaIvq7N8y4UuQQwDAtAf/h30n8G48Dv+1Bw+TKuaX8lnlq4FC3bdvAcqlOIJs7i+f74ky8JqUydAXiDCfQZFAQBLhcPC8N6eaYsuPP+RzDq5n6AKKJD12vQvuu1yNGZeuxUVExWhpHLJpC8BnJPRs9leVDsEmAJYihX6vWtVauWKnzWrFmYPXu27jkffPABdu3ahR07zM16Hj58OM6ePYuuXbtCFEW4XC5MnDgRDz/8sKnzf/31V/Tp0wcpKSk4cuQIJkyYgLS0NHz66ac4duwY3nnnHVPpKDHlOkDJgw8+iLS0NEyfPt3vi1UUKpLrgNycHCx+ZQFq1muENt0GyOG8QcMmVebKyks5ZOdRqTEWWEtUhbaC06u0vFVkZissfyrDQBrVQBuQYMVPKL9vAsnLzs1Z2LdrG67uewtS0tVfdspG3syzod23Moz8vCjDlOg1kID3ezFzn/40hHrpffrWcwCA7kOneAxfe7tnwFM0astEup5UFh5lYpB3bTzVOT6e+VCIju9WvAKXsxhX3TJJ97g/5SDhEkRVfaItGwm9ew+knADvZXV1g1R5uyxdB9z9/g7YE4JwHXA5D68OuwrHjx9X5dWoZ+n48eNo37491qxZI9sq9ezZE61btzY08M7KysLQoUPxxBNPoGPHjvjrr79w77334o477jBloN2nTx+0bdsW8+bNU7ky2rx5M4YPH44jAczC9rtnae7cubj++uuxatUqtGjRAlarVXXcjPEVEXu4eBHHL10GoK64pErLqNEr5hXhiu0iXkCijYXDysoVlbdKzlcjoFsBhrjxNNNosowFAu/7+0RPhAU7pKA0dQlUeEnFGMgsI0kPnb5chIuX8uVwf58NwP18yOfzIlLjOdhYhbA2eGaUYUb7/jSM3hpDvTJ2ejl+NDdfdc+A5zuhxOVRJup9O2uBw+burbKyFthYz/fGSFzq5V3v/oMSFoqeKm05Ss/KP5cKvP72gO9yKFasg2bjLLCzFnCsBXaWgbWkTHyVjV7+gymjWCA5OdmUsNu5cydOnz6Ntm3bymE8z2P9+vV4+eWXUVRUBJZlVec8+uijGDlyJCZMmAAAaNGiBfLz83HnnXfif//7n8+RLcmQXEuNGjWQnZ1t5vY8CEgsrV69Go0aNQIADwNvomKS73Th11N58r5UQTmVNkuKrl9lBag1WJVsn1ITrHDYWI8KDoBhJWem8g+ksZTjeKng9a6lDfc2w04ptvSG2ozSVYqvcNlTSNf20+Wabm/WgXMFgNMtrIN5PoBSoZUSb4XDzsLKWFTPCwBVowj4bhi9iQa/eiF47/HAq5+hnf+UCkhv9wx4TqDQHnfyApLjrXDYObdQ4hhYS/IllQ8AVRnJedW8W3r599aDZyQiCsB7hGkpTdd9fzv/yVMdD6QcVNdkGcTbWFW5uPPifm4AmCobwHz56B2vSDaWvXv3xt69e1VhY8eORePGjfHQQw95CCXAbe6jFURSPDODYXa73cOmCgAOHDiA9PR0f7Iv47dYeu655/D2229jzJgxAV0wWnjllVcwf/58ZGdno1WrVli4cKHsr4HwJKfQhf3Hc+HilQ2e+utfiUelp9nneQGpyXYkx9tg5dwVnK2k0TOq4LSVWygaSClcqujNfElbRf0eCL3eGOW1fM3Y0dpy6cHD5CxCE6LHKG9m4suXUVxHquMOncnDxQvqHmnl8+Hr2QDcz4eS1GQ74m0cEuyce6iFY3w+L4Bng+jPM6M95k1YFYD3+ezsP35R9z3Qw0yZJCTYkOSwwsoy4FhGLhsAqvIBoCoj935ohIN0vUKd96cQvKGwkp6G349d1L03ozIwiivFt9s5OBw2xNvZEuHEwcqVfmhJ5SLdn1G5AJ5l4w7Tf46UQjFWe5qMSEpKQvPmzVVhDocDlStXlsNHjRqFGjVqYO7cuQCAQYMG4fnnn0ebNm3kYbhHH30UgwYN0hVXWgYPHozHHnsMH33kXhrIYrHg2LFjeOihh3DzzTcHdB9+iyW73Y4uXboEdLFo4cMPP8S0adOwePFidOzYEQsWLEC/fv3w559/ml7ypaKRW+jCH6fOyft6FZmZCl4Od/HIr+zARYcNdjsnV24cy8DKMrByjEejCCDgL2itGFJW8t4qeCvDwKm4BSvDwCWUVoxSOsrhF2V6kkjQ9lIF6jqBYfRFmYTcQ2TwdabsmTKTjhKzw4THTuTijKLM/HkuAPezoSW/sgOOkmdFEtfaZwXQFwnu54X3SyBI4kArgpTih2c0HwiMppdD8+z8dfCMqXvVIhiUlSM5AYmJ7jKx2zlwXElZsBbddwmAh1gAtELKuJzcYQwkJa4npryVl/saDHjF+/P3wdMB378eVrsVCQ47EhNtYFnGZ7lIeZS2vQkpALBx7rx4E1KAoCqbssbFi2BMmAJ4Oz/UHDt2TNWT9Mgjj8BiseCRRx7BiRMnkJ6ejkGDBuHJJ580ld5zzz2HW265BRkZGSgoKECPHj2QnZ2NTp06mU5Di99i6d5778XChQvx0ksvBXTBaOD555/HHXfcgbFjxwIAFi9ejG+++QZvv/02GbYbUFDkwsnjZwGYq+AlfMUtLHQhLo4zXeH7/jIUfHwRuisC5ZeyS9HocYxFbuCUFbskCJyCoGoMnILel6RO5a73takTjTUQQ6XDZJ7HVMN7BrPI5EvqiCgz9lPehJ0UV0r7/OmLyC4oKj3ux/OiymtJI8mU/HbKZyWPY8CyDOLjOJ+NoJ44UArufHg+M2oBVfrMKJ8NSTTLglnzLPCCWnifOR6YLYURxUXFKC5ywGa3Ii7O/e5I7xDLMobvEgCvAiq/2F1G+fDscXGVlAXHWlBU8rPaWUYeVrWyFhSXLLKuLS8AcAm8SkCd/+dkSMuES3DAmZKIoqI4uSzi4ji5PPwtF/d9lIpvp+AOK1YJKOOyqahkZWV53ec4DrNmzVItjusPKSkpWLNmDTZu3Ihff/0VeXl5aNu2Lfr06RNgjgMQS9u3b8ePP/6Ir7/+Gs2aNfMw8P70008DzkwkUFxcjJ07d2LGjBlyGMMw6NOnD7Zs2aJ7TlFREYqKSit/vbHSWId3Cbh8OrSVfX6cDYC758HlEsDzgupr0MWJ4FgBLpaBk3dXaC5BhJMRYOUYFPNu2xcra0Ex3BW8s1hEcclwTBEvyo1gqTJxV3bSeepjpcfdoqnkC5phNOJBPSNJO0NJaWfBKUSWMg5QOkOMM+jtMTuE5234zoyzPknkeLOH8sfpnzP3IoouKWxRXMVe4/tC4GzIj7OBd/FwueLgcgmyMJCeGbdoKn1WAOg+L7aSnhHl82JlLCh2iapnxsXzCrFt7pnRhns8N+f+CaoctBRydQEAfEIceN7dw+RyCbI44HkGLhfj8S5xLAMnL8jC0lXMe5SRk+fd91oiGOBSX1v/3QKksnCLJqXILH2XXIJYarFnpkxY882Yy1UJBRwL3sWDd8SB5Vj5efFVLgDkekYqF46xwOkSZEEplYv0/PguGyKcdO3aFe3bt4fdbg/aptpvsZSamoohQ4YEddFI5uzZs+B5HlWrVlWFV61aFX/88YfuOXPnzsWcOXPKInuRDWfskEwXV5HXw3pj0xyn0wPjB1YfDbkcT6cyM2NrEKzhZkWzZwAAcLagk2BZFixX+rwonxO9Z8bKhr6cy2RoxerfO2bGvsMXuhMefNyrnhiwB1Pmfggic8m5y4UtyZOZeoUzyL/VzzqJhFL4EQQBTz75JBYvXoxTp07hwIEDqFevHh599FHUqVMH48eP9ztNv5/AJUuW+H2RWGfGjBmYNm2avJ+bm+vhsCvWsVpZJKWnqcJ43ndfs7chmDhHHJJT4uWhFW/DKlq7AqMhFSA0xr3BzJgKh1sDo3Bf7gx8ibtwOAG1V0pDQnyCR3igw7csxyLOEeeXLYq35wXwbgzuDjN+Ztzn+//cMFXrmr5/bwgut4WcI9khl4s0DOetbNz3468Nk+d7BQRvEG5ByXy4jDpBlYUWzm6HI9kBW5y7p005PKk3BOe+F3M2TIB/ZUOEjyeeeALLli3DvHnzcMcdd8jhzZs3x4IFC8pGLMU6VapUAcuyOHXqlCr81KlTyMzM1D3Hl5v3ikBCHIfqV1T2CNca7xrNYNELT02NQ0KCDfFxnK7Bri/jbkB/lhzgfXq02WnRQbkgUMbzw5twMH6eykMY6Xlfz6hWCaIrySOu2UkBgKcBeOXKCfKzIjV0RjOdAhHSgO8p9f5Mp9d7DjJqeZ884ktMao8npZQaeAdjv+XOr/dycod5Lyt3OuZmFkpk1i11XmpGTPuKY4uzweFw/0kiKXTG3f6VDRE+3nnnHbz++uvo3bs3Jk6cKIe3atXKcITIF6bEUtu2bbF27VpUqlTJVKJdu3bFhx9+GND6K+WNzWZDu3btsHbtWtx4440A3F16a9euxZQpU8o3cxFMUhyHJulusaT1bWLkTsB9zHjKeHKCFckJNnCMxdAviq9eIn/EULA9RHpxAP/EkK9jkSiI/I1fo2oSKsW5nxWzzwbg3aVAWonrgHgbG7TbgHCIITPPzpUNqxjeq/Z+JbxNqXc4bEhOsMoCIF5yUOmHaASC7yXSOwaYE5B166p7q/2ZOakXl+MYJDpsXj++AO9uA0JRNuVJMS+oPdQGcn6Ec+LECTRo0MAjXBAEOJ2BLadhSizt2bMHv/zyC9LS0nxHLomvNHiONqZNm4bRo0ejffv26NChAxYsWID8/Hx5dhzhSYqdxVV1klUNnNKTrtKLruSIsNjDgZzaEWGlBCscNsaUx92wO6NUxgvREJlEsAIIiAwRpESvXZCy2CTTAVdSqedfvWfDHa7vpBJQV9hOl4CMZLuHQ0pfDkyBMDmj9BEP0H+GmtVMUe17u2fAt4PGeBtb4tSV8emTDPAtFoHAnFGaCdOWnbTXuk4lv8sBMHZWKbmVUJYLYN7NCEDOKKOBpk2bYsOGDahdu7YqfOXKlWjTpk1AaZoehuvdu7cpz5lA9Hvyvv3223HmzBnMnDkT2dnZaN26NVatWuVh9E2UksBxqFm5dL0haXaL3tIngO8lLpy8CIeNQTzHyhWOv+tcRdISJ2bwx/t2IJVuUCuth+CjWLq9K1LjkFglMeBnA/AUEg6bem04X8ucBCqUAf+XODF7vF0N9/tjdM+A92VfAHVvHMdakFjSm6S3FAwQWG+PP0ucGMWXzzMsS3d4y2pu27ZgysF93L2v/fDyR0ADwS9x4q2ciNAxc+ZMjB49GidOnIAgCPj000/x559/4p133sHXX38dUJqmxNLhw4f9TrhmzZp+nxNJTJkyhYbdTGApqRQSExNRPSleDjdaIV5vUV1Av7GUFr1UVqjayqqshAxQtovmBnuuRCh7/oPNjz3O/XxkJiYi2VH6rGh9NplZVFd7TE8oAZ6NcbCL5gLBL5yrhy3egdrJDo8FYLX3DJhfXJdlLLofFqEShhKhWDhXCcNY4EhKRu6Fs6iR6DkRAPBdBoD+4rpWxnNxYe024N/6gKrzQlheRODccMMN+Oqrr/DYY4/B4XBg5syZaNu2Lb766itce+21AaVpEc12FxGm0VtBuiCwYdKo4eylIo/ucWX9ZSSYALUjRD1/Pd5ESrAVT7grrrIyUyirCpgNQa9xvsYjn7fnQfe44HmcZSwqERPKoUtfhKLsnbxg6AHdaD1BbXxfy+kEOxxsRKiePe3vIYii7hAbYOwtXi/cpXmeJEETTC+gEf6UYesrSic56LUZoUa6xphlW2FLSPR9ggHFl/OwdPTVYc1rJEKz4YiQEGdjYSvxXqtXYXlU7D4bRLXQiPWvsVCIkLIm0N8kzqavII3Fgn46/ngR90V5296yjKc/JF/r8Xk7LohiWD8yQo3R8jnS9H0zaxMCxsv4+CJcC1BHIk6XAIuBCDV7frTw888/4/fffwfgtmNq165dwGmRWCJCgo1lIDA6X3UllZxVE673tRzoYq1mzyXKFqPfygYDZVKiFzx+SwO/ilrBDUSn6AQ815EDACu830usP/PKXhpfZQEYi2qi4vHPP/9g2LBh2LRpE1JTUwEAFy9eROfOnfHBBx8EZCZEYokICSxj0V3LTOtnBSj5+jNoSPVsNMwQ6BBCKDAaJiH0CXb4Q7bJMdGARgv+3It8/+SvRyWYw+CUnYhSJkyYAKfTid9//x2NGjUCAPz5558YO3YsJkyYgFWrVvmdJoklImSYNvSE/mKwgL64CpRAu+T9xsR9ByoCCU9CKYyjUeiGeggtmnuoIkEwR3P5xSrr1q3D5s2bZaEEAI0aNcLChQvRrVu3gNL0WyyNHj0a48ePR/fu3QO6IBGbGC3qaiZ+qNBetzztELRCjaYMB084BGd59khGCsoyiEbxWN6YrctIVJUdtWrV0nU+yfM8qlevHlCafoulnJwc9OnTB7Vr18bYsWMxevToqPTUTYQPM5VHOCqOcBqt+pvfSDQYLbOetjBBgtOTUAtIEo/GBCskI8Wo3iWIYIK4l2joJZ8/fz7uuecevPLKK2jfvj0At7H3vffei2effTagNANyHXDmzBm8++67WLZsGX777Tf06dMH48ePxw033ACrVWvKW/GoiK4DyoJY/jKL5XsrK6JdDBLeiYZG2h/SE0v7KsrSdcDtb2wK2nXAh3d0iWjXAZUqVcLly5fhcrnAce5ylrYdDocq7vnz502lGZDNUnp6OqZNm4Zp06Zh165dWLJkCUaOHInExET85z//wd13342GDRsGkjRBGBKKL7NIFSVl8dUZqfceKiKxN68siXWxSD2LhFkWLFgQ8jSDMvA+efIk1qxZgzVr1oBlWQwYMAB79+5F06ZNMW/ePNx///2hyidBhIRgREm0i43yGAaI9jKLJqJZLMa60CPKltGjR4c8Tb/FktPpxJdffoklS5bg+++/R8uWLXHfffdh+PDhcpfcZ599hnHjxpFYImKKiiy0AiVS7DQqavlHC5Es9EjIRR+7du2C1WpFixYtAABffPEFlixZgqZNm2L27Nmw2Wx+p+m3WKpWrRoEQcCwYcOwfft2tG7d2iNOr169ZEdQBEGQ0CpvIkW0SdBvGj1EspALBBcfnAdvFx/53j/vuusuTJ8+HS1atMChQ4dw++23Y8iQIfj4449x+fLlgIbp/BZLL7zwAm699VbExcUZxklNTQ1o8V2CIDwJtqGnhjnyiKSZmwQRaxw4cEDuyPn444/Ro0cPrFixAps2bcLQoUPLRiyNHDnS74sQBFF+kNiqWJj1gE4QsYooihBK1r/54YcfcP311wNw+186e/ZsQGmSB2+CILwSqNiiRjkyYRljD/oEEQu0b98eTzzxBPr06YN169Zh0aJFAIDDhw+jatWqAaVJYokgiLBgtJI8UbZQmRMVjQULFmDEiBH4/PPP8b///Q8NGjQAAKxcuRKdO3cOKE0SSwRBlAnUaAcPlSERLE5eAIIw0nZGgYF3y5YtsXfvXo/w+fPng2XZgNIksUQQREihBl0NlQdBRAbeJqb5gsQSQRCGVJSGvqLcJ0EQgUFiiSCikMuXL6NNyyYYcvOtmPuM/sKQsSYAYu1+/IEcIxJE+UJiiSCiDF4Q8fRTT+CqDldDEMWIEhGRlBdfkAAhCMIsJJYIIsLwJTj++usgDhz4E/0HXI/fftsXVFrlQSyLFFcElnekQgvjEtEEiSWCiDIefui/ePypedi2dTNE0VgQRaIoITFBSETjsxALAs/FC7AEMaPN3+VOFi1ahEWLFuHIkSMAgGbNmmHmzJno37+/4TkXL17E//73P3z66ac4f/48ateujQULFmDAgAGG50ybNs10np5//nnTcSVILBFEhOFN/Hz79Zeo36Ah6jVoiK1bNrs91ZaIIqPGRxBEMCGu5IUobOiI8BPq5yzSiEaBV97UrFkTTz/9NBo2bAhRFLFs2TLccMMN2L17N5o1a+YRv7i4GNdeey0yMjKwcuVK1KhRA0ePHvW53uzu3btV+7t27YLL5UKjRo0AuJdAYVkW7dq1C+g+SCwRRIQhiKJhpbxt6xZ8uvIjfP7ZJ7iclweny4l4RxLuf/B/qnjeht/CtS5ZJA75SUTaQrplSVnee3mI6FgXaNHOoEGDVPtPPvkkFi1ahK1bt+qKpbfffhvnz5/H5s2bYbVaAQB16tTxeZ2ffvpJ3n7++eeRlJSEZcuWoVKlSgCACxcuYOzYsejWrVtA92ERxQjsq49ycnNzkZKSgpycHCQnJwMACpzlnCkiKuAFEbmKh0UrQHjF67ry/Xfxx2/7MWPOXACAoOkdV56r12AyTChyHBoiXcywEbTyfCSXVSTnzRdlLbrSE0v7KvTajFAjXWPASz/BGp8YcDrOgjx8O7VXQHnleR4ff/wxRo8ejd27d6Np06YecQYMGIC0tDQkJCTgiy++QHp6OoYPH46HHnrItEPJGjVq4Pvvv/cQY/v27UPfvn3x77//+pVvgHqWCCJiOHUqG0cOH0KNK9sAUIsd5bY07FZYzMPJC7hU4Co9ZnAOy1g8GgNvDRsTgDgIpqF0Qi0KQ93oBisMeXh+U5aFMNATaeHswYuURZfLQ3QF0ytWEXu3cnNzVft2ux12u1037t69e9GpUycUFhYiMTERn332ma5QAoBDhw7hxx9/xIgRI/Dtt9/ir7/+wt133w2n04lZs2aZztuZM2c8ws+cOYNLly6ZSkMLiSWCiBC+/fIznDlzGgNquL+GlA2PS9Gj5CzpQuoy8FZ07C/iTH6RHKY8rkwjjmNhZRjZQNWqUQ+cxZyQ8tWImWk0zDSETr4kvRCJNl82qYE0zsrGNVS9dNp88CHo+PenVywYsRNKgRNIPsqzV8us0IoEURWq5U5q1aqlCp81axZmz56te06jRo2wZ88e5OTkYOXKlRg9ejTWrVunK5gEQUBGRgZef/112cboxIkTmD9/vmmxdNNNN2Hs2LF47rnn0KFDBwDAtm3b8MADD2DIkCF+3G0pJJYIIsI4fumySvBI9kvKsGJeIZ5KtosUFaCLV1feDhsLh42RRZJWNCkbGqWQ8hBVmspee1yOZ9BAs4wFeiPSwYow5fkCb9xwGYkvvcbZn8aXFwJvrJVFGKhY8XbtQARXIMOO/uQ9HMLG7PWjQVRFA8ePH1cNwxn1KgGAzWaTF7Nt164dduzYgRdffBGvvfaaR9xq1arBarWqhtyaNGmC7OxsFBcXw2az+czb4sWL8d///hfDhw+H0+mucTiOw/jx4zF//nzT96iExBJBRBi7T+bBWVKpFrsUPUYKEVCsEEZOl/orUWkc7nQJsHIMUuKtcNhZWBkLbJwFdtYCjnU3GnbW3VpbWQtsrKdo4gyElLbR8Say5HR4/fjKcD2h5a2BYxmLYSOkFVna4TRv6UqiK5DeLTNI19bamnnDqAcr1ELBjMAKxo7LTH7LYyJCNNtclTXJyckB21cJgoCioiLdY126dMGKFSsgCAKYkgf+wIEDqFatmimhBAAJCQl49dVXMX/+fPz9998AgPr168PhcASUX4DEEkFEHLuOXvDoGVIKIpdGHPGaLnXtcQCokhaPeBsHK8sg3sbCyjGwsYxbIHElYqlESAGAvUQ06QkqALKoUgoef0VVQYlC8tV7BQBWUUd8lTTW3gzZfRm5m3KrYGKIjbFY/BYAvuLr59dHPnzkNZBrGqblRVCFwiDeKK/hFDTlcc1YZ8aMGejfvz+uuOIKXLp0CStWrEBWVhZWr14NABg1ahRq1KiBuXPdE1UmTZqEl19+Gffeey/uueceHDx4EE899RSmTp3q97UdDgdatmwZkvsgsUQQEcafB8+p9rViSA538abCWY5FUZELDocNdjsHK8eAYy2yeLJyblsma4lo0hNRAC/3SAGeIgpQCymtEFIKIJ7RCEGm9P6sDAOn4nal810C75GOUxMHKB1+NBoG9BeG8S6C5N4hA+Gg7ZXypzEOpOE2ElNmbaqCHY6U09Epj1DNKAxVHiP9mrHC6dOnMWrUKJw8eRIpKSlo2bIlVq9ejWuvvRYAcOzYMbkHCXDbQq1evRr3338/WrZsiRo1auDee+/FQw89ZPqa+fn5ePrpp7F27VqcPn0agubFOHTokN/3QWKJICKMU8dP+xVf8GGsyZQImsJCF+LiONjtHDiOQYGdl4WTlWXAsYxX8ZRfDNg4pkQ8ATbOgnwIXnuhinm+JI3Sniit8HEKpYKHF3hVI+QUBJUYUsZVlIBqz8owKoN4wC2ejBo8bw2hdnjPY1hP8D6spxVRZm2mvNog+RFXzoeiiPw1RvfVO2c6HUVZhNoVQ6jyGMg1o0008Txg8WLXZ+Z8f3jrrbe8Hs/KyvII69SpE7Zu3erfhRRMmDAB69atw8iRI1GtWjVYQvC8kVgiiAjDlXs+BIkUy5tCXBIK8+NLD7kExMVxJdsMOI6BixPBsQJcLAMn7xZNLkGUBU0x7xZNgIBiuEUTXDBAapn1WmWlsCntdZKM160M49HwKY8B8NiXbLRKxZe6pwoonU2o7XEyavCMwiXxZDR056sBlcSTLzsofxpifxttqXgCmcEXKoEgCadw+K/iBbFMBUy0iqZY5rvvvsM333yDLl26hCxNEksEEWnY/TRC5HVUC6eYmcJysNqtsNmt4DgGcXEcWJYBy7qFkj+9S4Bn7xLg28bJnYZ5OyfAeIae3r6ZWXreZuj5E+7PzDzd800KBH8aX38b6mBcHYRKFESSo89gIaEUWVSqVAlpaWkhTZPEEkFEGGnV0gF4H14zsleSjyv6ylmWRVJKAhIT3TZLLMsgPo7zKpBsyhlyKtsl6NouAcZG4O5z/TME91cc6cUB/JtZ59VJZwUXSIFczzCdMM8uLEtIJEUmjz/+OGbOnIlly5YhISEhJGmSWCKICKNOvSp+z3jTmwEnhXMcg7S0BMTHcYi3sbI4kmbFAfpG3f7OjHOfFzmiSHstM+GAd2FkpnGMBGEEREbvERBb4qg8r0uY57nnnsPff/+NqlWrok6dOvIacxK7du3yO00SSwQRYTSqlSpva30mydta8cQbHwOAyklxiLexKlGk9LkEhN5NgC8hpE3HME4ZCSFf58pphEEMBRIfiJzeIiC8w2okjEKHkxcgGnxcmcEVhPfvsuLGG28MeZoklggiwri6jtvRmy/P3EVKJ5Uu5XIoynD3uZUSODhsDOxK2yPW4pfjyVDYDQGBOZ00IlTLq/jjeLIsRBBQcYQQUP6ipLyvT4QWs8ui+AOJJYKIMBpWKl0RXG+pE7213/SWR1GGx3Ms4jj38gGSiDHqKdIeA/zv3fF1DAid0AHCK3YCPUciXOvGBZ1eGRlYR4IQiYQ8ENENiSWCiBDq1m+AM2dOIyMxTuWfRzmVXun3hzfY1lt0N75knSVlo6HXgIRimEpOK8DGOJiGLVSNYqgEDhDehrosZ5RFmuCItPwQ5UtaWhoOHDiAKlWqoFKlSl59K50/7797FhJLBBEh9LzmWnTr2Qdn89RrJmmdECodDGqPqYSVQjRJwsVMA1NWjVAoBYlZymXGVDlPkY90URHp+Qs1ZnpUCf954YUXkJSUJG+HwhGlkpgSS3Xq1MHRo0dVYXPnzsX06dPl/V9//RWTJ0/Gjh07kJ6ejnvuuQcPPvig6pyPP/4Yjz76KI4cOYKGDRvimWeewYABA8rkHoiKDctY4LBzugvD6nma9hBLor548jpcFkP+biKRWBMDsXY/4SJSRZHLJQDBGHgHcW44GT16tLw9ZsyYkKcfU2IJAB577DHccccd8r6kNAEgNzcXffv2RZ8+fbB48WLs3bsX48aNQ2pqKu68804AwObNmzFs2DDMnTsX119/PVasWIEbb7wRu3btQvPmzcv8foiKh41lIDCewkhCaZOknBCrJ7CAsvdorHd9whgSH7FDpAqkisaoUaPQq1cvdO/eHfXr1w9JmjEnlpKSkpCZmal7bPny5SguLsbbb78Nm82GZs2aYc+ePXj++edlsfTiiy/iuuuuwwMPPADA7dxqzZo1ePnll7F48eIyuw+i4sIyFrBwV7p6QkPp10hCEEUgjBW1KwjBU9YNiJFobN+iIZKSksAwDFJSK+HTr9eUab6I2EcQRBJMEYDNZsPcuXMxfvx41KhRAz169EDPnj3Ro0cPNGzYMKA0Y04sPf3003j88cdxxRVXYPjw4bj//vvBce7b3LJlC7p37w6bzSbH79evH5555hlcuHABlSpVwpYtWzBt2jRVmv369cPnn39ueM2ioiIUFZXameTm5ob2pogKi9leBxb6C8KGCj2BBnguFBsRMBZdcWcB8M0PG5CYmOh5ThRhJAaJyMDb70NCqmx48803AQAnTpzA+vXrsW7dOjz33HO46667UK1aNfzzzz9+pxlTYmnq1Klo27Yt0tLSsHnzZsyYMQMnT57E888/DwDIzs5G3bp1VedUrVpVPlapUiVkZ2fLYco42dnZhtedO3cu5syZE+K7ISoqRou6+nteKDHKQ6Az3kKFkVjT8/wthRsdC6b3rCxhGAsJpiiFfreypVKlSqhcuTIqVaqE1NRUcByH9PT0gNIqh/ko/jF9+nRYLBavf3/88QcAYNq0aejZsydatmyJiRMn4rnnnsPChQtVvT7hYMaMGcjJyZH/jh8/HtbrERULlrGY+ouEPATyFwyMxaL684bFYsGgftegd7er8fEHK4K6blkgCKLhH0EQxjz88MPo3LkzKleujOnTp6OwsBDTp09HdnY2du/eHVCaEd+z9H//938+Ldvr1aunG96xY0e4XC4cOXIEjRo1QmZmJk6dOqWKI+1Ldk5GcYzsoADAbrfDbrcbHieIsiAY4VGeRtihEHpm8v/tD+tQvXoNZJ88iZuu74crmzZDs+YtdeNKgsTMsEkkixcyrtenIhvV87wASxBLlmjXqYxEnn76aaSnp2PWrFkYMmQIrrzyyqDTjHixlJ6eHnC32Z49e8AwDDIyMgAAnTp1wv/+9z84nU55Yb01a9agUaNGqFSpkhxn7dq1uO++++R01qxZg06dOgV3IwQRwUSr0FIiiKLXobQqGdVQ7BKQll4V11x7HX7ZvRtXNvac4aq8n/JuVCOlbIOlvMtRS3mXa6SVR6yxe/durFu3DllZWXjuuedgs9lkI++ePXsGJJ4iXiyZZcuWLdi2bRt69eqFpKQkbNmyBffffz/+85//yEJo+PDhmDNnDsaPH4+HHnoI+/btw4svvogXXnhBTufee+9Fjx498Nxzz2HgwIH44IMP8PPPP+P1118vr1sjiIgm0Io/1A1WQTFveI3L+fkQBAHxiYnIz8vDhnU/od+gm1DgVJ8jaD6aQ+E4s6I3jKwlvJMPQkVZ/k7RUB7RTKtWrdCqVStMnToVAPDLL7/ghRdewOTJkyEIAnjes67wRcyIJbvdjg8++ACzZ89GUVER6tati/vvv181sy0lJQXff/89Jk+ejHbt2qFKlSqYOXOm7DYAADp37owVK1bgkUcewcMPP4yGDRvi888/Jx9LBBFifDVOZhsUl8sFlyDKwkfPw/nxEycxZdzQkuM8bh42BvWatMblIt7jWtohOG0+zRq1S+c5EZqGMdyNebg8qvMon546f52thkPAVHShXF6Ioojdu3cjKysLWVlZ2LhxI3Jzc9GyZUv06NEjoDQtohiJc3+jm9zcXKSkpCAnJwfJye4V5Auc5ZwpgohCzDRgzz39GABg0Oj7dc/ztW6e3sLDgHsxYY6xqBccVjTARg2htwbS7NTxcK/BV97r74VamEXj+nu10krtXPXajFAjXaPDY9+Bi3MEnI6rMB/bZ/YPa16DpVKlSsjLy0OrVq3k4bdu3bohNTU14DRjpmeJIIjYIZCv/OOXLnucqxQ/kihShhXziriK7SJeQKKNhY21eIgmqWFWiiirpvXXuifQHgfUwksJy1hg9G3lSxSYEWMsY4HA+y5fIxGm99v4K1Z4ITiBoy3OQHuFzORBu4SQqXQjeAkhPsjlTvgIXe5EyXvvvYdu3bqFVMyRWCIIIuyUhY3Gr6fy5O1il1IwiYrw0opeKY6KFTN8nCVxHHYODjsLh42BnbWAK3HMaWcZWEu2JWedkhhSiiSlQNI2yt6EljYdVRyNqYU3wWUUbjR7Tyu0eJ3hQ6N0leLLbE9XIMvwSPG1tmW+MOrJ8ue59CevgQgsInQMHDgw5GmSWCIIwifRYJD6y/FcuJSiRzPF2aXsRdJ8HWsXB+V5AYkOG5LirUiwc+6eJY6Bw8YCAGwcAytjgY2TBJT7f461wM4qhJCBqAL8E1YFCpXkqxcLAKyifk+W9ndUXsvbMQkzLhV4mBNBjEnDb2959BVfwoy48jU06OvaZJ8U25BYIogKQjQInmD44+9z8rbeyuh6Yd58xjgcNqSkxMFu52DlGMTbWHAsAyvLwMoxsoCyKXuaSkSUe9tTSLn33a2yUkhJYkhPTBWCV4U7GXWeteLJyjBwCaXiSkrHqRNfEpB6PVSBLsDMMN5FkNw75KX3Rdk7ZSYtJUbxfd2LkaAya18V6HWJ6IDEEkFEEbEueILh5PGzAADeZX5asLe4hSmJKCx0ITHRBrudQx7HyMKJYy2wsoyueALgVUDlQ/AioEp/X2VvlCR+OMYCZ0mjLokeXuBVDbJTENTiStAIJIH36I1yQn84EDoCgjUQQ6VDZJ7HGB+9Q1pBoRVSZu2nvAmTQG2tgnUn4U8eiciFxBJBlCEkdjwJVZlcPm28fmMgFHAsmBIR43IJ4DhG/t9u5+DiRHCsABfLwMm7RZNLEN2CxiXIvU5OnoeVtcDGMXAWi7AyFhS7RLnnCQBcPA+OtaCIh2oYz42ytWZ8hrOMxWNWn3ZfOQNQ7nkqiaMSVqJnz5OR005vzjyVAkpvCE8619AmSiGevNlE+etQ1Nd1dfOiKPZAZvWVdx3A84Lbwj6Y8ysgJJYIwk/Ku7IrC6LyHjk/lhxy+b9eJFfSa8R6iJngkXqYKjpmhv4EUTRlRO7PMGKgQ46CED7/VERkQWKJiCluv+UmbFifhZ69emPFhytx+fJlDLv9Zhw9fBgsy2LCnRNx56Qp5Z3NoIlKMRME3uxbJJLSq6j2zXjp9TYM50h2ICklAXFxHOx29x/HMbr2SwBUNkwA5N4kAIbG4O59Y4Nw97mBGYV72zfj2gDQt2Xy5V/q/+4agZ1bN6BD5x6Yt+hdAMCdQwfi3NlTsNnjAADLPvsBcXHxPtNU4o8/qUBn2QUCCaaKAYklImbgBRGTJk/Ff0aPxYr33gEviOAFEdP+7yF07d4DeXl56N75KvTuex3q129QJvmJZMwIkGii+hWVVftmjbz1wgAgMdEGh8OGRIcNHGtBvI3TNe4G/BdGVoUY8memHKBu2H2JIm1aRnEA/4SRt2PDxk7EjbePxFcrV5QOuVmA+YveRYNGTU2lLRFOgRTseUTFgsQSEXV4EyHdevTEhnVZ8n5CQgK6dne7t09MTETDKxvh33//RZ269cOdTa9Eq1DxtlBtedOknlssKV0GmHUlAHi6E4i3s0iOtyHexqpmvWkNts3MdpPw5Y8JCF4MGcbz0yeTr2NG7gM6dO6On7dsUKVhgVv4+HSq6aczx2CFDgklwiwkloiYQLW8hShCFEUPUfXPP8exb++vaNGqTbmIlUgWGrFAm1pJ8naR0uFkgA4qHTYWDhsrCyLJh5IZ30nBDJEp0/EZL8QCCDC/JIu3tBjGAotFfXz6PePAsiyuHzIUo+68Rx2/jEVSqAnW6LsscfECxGA8eJOBN0FEB6pFT3VEjyiKEEuOSQKlqKgIY/4zFLOeeBr2+ARVQ0nEBs0zklSzvqTnRG/JE2243rInVtYCh5XVXeoECH65E8BY7Giv5c8xCbNLn5hFEjSBfGjMfektVK1WHZdyczB13O2oU78huve+zu90JAI1yNZLR0ko0gyFA8xYYu7cufj000/xxx9/ID4+Hp07d8YzzzyDRo0amTr/gw8+wLBhw3DDDTfg888/D29mvUBiiYgqeEFULU0BePp1cfLuXqWCYrfxriiKuPuOMejZux+uHXAjCkvClUsSRPJaTtFGeXz1WxgGmQ638bA/i+jKx3RElLQmnLQNBGbw7I1Q9OJ4TT/A59rbtcysK6elarXqAICk5BT0u34I9v2ySyWWzPpVUhKOpUqCsTMM1P1ArLNu3TpMnjwZV111FVwuFx5++GH07dsXv/32GxwO7wv6HjlyBP/973/RrVu3MsqtMSSWiKhDEjuA5xpMvCCiwMnL/wsCMP+JR2G1xeHOex9CfhGviiuhrOhCucBnJFDW4oXXaUzDKUbH3TMdvCiisFjQbez0ekK08bSCW9lzoRU0gfTGhIJQ/46Bpuf0MslQKldBECGK7n2Xy4VLuTmolFYZRYVFWP/T97h+yDDZRkyvrPXWpQsmz4GsXecPRo46CWDVqlWq/aVLlyIjIwM7d+5E9+7dDc/jeR4jRozAnDlzsGHDBly8eDHMOfUOiSUiati8cT2OHj2Czv1u8WzsShrEO4YNwp+/7UXh5cvo3LIBnnrxLbzx8nOo17AxBvbqAACY8uAcdOh6jep8llEbnxp98ZutrIOpkENttGq0cKoZQiX+pMYvnMJN+xsa5kUQYWWNj2nT9Of6kUK4RPvn772Ohq2uRs16TeQwbZndPfIG/PX7PhQUXEbfDo0xe8GbePGJGXC5nBB4Hlf36oereg9ETpF7ARbJkadR753KO7kmP34JVx9CTA+z6ev1toVDlEUSubm5qn273Q673bevs5ycHABAWlqa13iPPfYYMjIyMH78eGzYsMFr3LKAxBIRNWxc/xMA4GJ+seGQyuOvf+wR9vmvJ+VtqWL/N79AFSeOY2FlGNPTt0M5HKMVZkZf7uaHEkJnLGtkyxnwF768EGtApxvmgRdE02kyjMVwGMTYYNnf3JU9ZSHW8nIv4sDen5FUo4Gh/dcjiz+Qt6X3be7y71RxTuYXqs6NL3n/pHswsgcza/gOeLcHA3yXF8tYTH1oGH1Y6YmySBDULpcAkQ3CwLukR7BWrVqq8FmzZmH27NlezxUEAffddx+6dOmC5s2bG8bbuHEj3nrrLezZsyfgfIYaEktE1PF3Tp6uca5yRlORavq4Mlx/llSlBFae6WRjLR5TvI1mN/lj5KsXBzA/o8np5ZgSX3YwHj1PBjYoZpeV8JUffQJrNJTFF8ywR7jFTyQ0imbxd4i0mBdw8EKevB/MeyfNTnTYGDhsjMdsw7DONNR8lHjELTnuywjfnwV0g+nljTSOHz+O5ORked9Mr9LkyZOxb98+bNy40TDOpUuXMHLkSLzxxhuoUqWKYbyyhsQSEXVsPXZJ3lYaeyv95Ki+ejUz37R+eDiWQeUke8k0cUZ2KqjnPycQ3zkBe1fmjeOA93/auNmFTksvYX6dLYE3twSFlFagxrmBGMaWRa9QWYuj8pyQUOAUsPfkZb/fPU8/V6X7yQluf1Y2loHDzgbkxyoQp57K4wUlL5w/rhy0vrqA0vcy1hfQTU5OVoklX0yZMgVff/011q9fj5o1axrG+/vvv3HkyBEMGjRIDhNKXnyO4/Dnn3+ifv2y95NHYomIOvYfv6jyuqz1+6HnkdlbHI5jcCktQV7CIsHOqTw0G60eHyrvzIUllbQ3UeVidCplg/jKCtzMAqjKY4YLmQqi75lbPkQJY9CIaDHKm5m4ehgJrGgYWpOIpNmaBcUu/HL4PADf756eTx699zM5OQ7xcZzhOwhA1yEoELyX9EKNSCoEb+oDxyWou6bkBYkNzpPeS1/Dg7GGKIq455578NlnnyErKwt169b1Gr9x48bYu3evKuyRRx7BpUuX8OKLL3oM/5UVJJaIqOOvg2d0w72t8yV4caTGsAwKC11wOGzy+l/xdhZWllGt/+VriQuA9yKiBPkcoLTyLgBv2DPFKypjJ6NeNR4AnIJ6X6q8lek4NedIuHjRr0rbm/2GbDirc1zVK2Tgn0fbI+XPsIY/cbVoRVQw4ilUfn/0KGuh5Os+iot5HDl9Tt4P9L1TnpeXloTERJu8Bl98HAeOtRi+gwC8fMi4r2n0HuqJKED9QWL0Lkplo3QvIeEUdN4zgff4qHFCv/cqVpk8eTJWrFiBL774AklJScjOzgYApKSkID7evT7gqFGjUKNGDcydOxdxcXEe9kypqakA4NXOKdyQWCKijnMnz/mOVILg0s6f8YSz28FyLFwuAXFxbrFUZOfAsozXShuAh3hyCgzyoV4fzMWWfFGyFhTx7kpb6fiwmOdhYy0q8aMVPsqKmBc8v3zVeA7raf0KWRlGZSQPuL94jYYOvA0paEWUsgfKzFCEWR873nrGgokr5yNIL8y+euciGX/y7HK6DN9BM++bETzvgN3OIS6OQ1GR+z202zn3+6bzDhaAl8WT8n1yCu4fr1jTA6V8D4HS91AST9J7CKjfN6Xg8RRE3seF3e+ypwjTvo+xzKJFiwAAPXv2VIUvWbIEY8aMAQAcO3YMTIQLSBJLRNQh5JwOaXouPgmF+aUroHMlX652O4eCQhc4joGLE8GxAlwsAyevWG3eJcDpEkq+dkt7kMAxcBaL8teu5g7c6StEk4RbNJV+tUoVrVLwuL90Sxtm7Veudl+ZhoTel7EknvSG7vwZtiud8WbcE+TV6aHo2/7JH2ESiIgJZiX5cPYyhZqA8sm7Qv4OFjsSwOazAOJKL8OXPL8uxvAdhI930J2A0VUlwVL6sSNNFpHeQ+U7pBQ6pR8u6mdLeUxvX+9dLGtCNRvOLKIJj+9ZWVlejy9dutSva4YDEktE1MGkZJiOa7ZnKc4RhwSHXe5ZsgfYs+TPyvPSOYC+wThgzmjctMG4lzhA6NwheLNtCtVK8+H2fxTMR26ohFI4h9+CyiPLGb6DgfYs2ew2xDni5J4laTjcW8+SmXcQCJ1tkzYcCM2ix0R0QGKJiDoqV6vsERaM3YTVbkVySrxpmyUAqhXoAXXFTOLI/LmAeed9JJCCTDtEeeSsnOodNHr3vL132vOSg7BZiiZxVJFslWINEktE1NGgYXrIZ8NVLsfZcBLeZuAEWhEH6l5ADxJFgV9TN50oEEZ62Gws6tRViCU/Z8T5mg0Xb+M8JlT4+w4Cofkw0R7T2w/WnxoRHZBYIqKOZrVS5e1w+lkC3F+nen6WAE8hFCmVb3kIISA8YiiQ+EDkCCIgekWREfE2Dq3qpgHw//0z8rUk+Vky8w4CgflYCsqBpZc4gP/vIhF9kFgioo6rr0jS9eANlHoTjkUP3maPmVnJPpTix2x6wcSXiCQRBIR/Wn95NbberhtvZVC/pnu1eL13Dyh9/8y8ewCQZHfbJXl7B4HS9yfYXljDeD68dQdyzMz7WJbwLjEoA2/B5dtgOxYhsUREHfVTEnXXhjNaq0q5zRvECefacL6OAaETOID/C3gG0iAH24iHem24UFEWPo3Ku7ch2OvbWQYNUtUfLMG8ey5BRDzHgmVKBZLZ9xAI/ceGRCjfSSD2F9aNdUgsEVFD1+49cfTIEaQ6bB7+e5S+epTHlD6AeINtAB4r1htVlOESLIFcI1znKwmHPWo4xUJZOnAsb9EjUZb5SEpOReNWHVApwebhH8vMe6fdV7qrkO5D735CMUzskWY5vqNE9EFiiYgaOnftgY6du+NCfrEcxnupsAFPL81GgklZ+UVCr0moKe/KPRKW6yjvMtAjEvPkjRHj70aBs3QWm54HdW/vnN6+0q+W2fIoz3KLxPebCD8kloioI87Gqvb1luHwVUEDaqEVCY15rBBtAsAbsXQvEsHa0NgUM86gfhXd75kmDPD8qFHFl5KKwbLWg+qa6ITEEhFVsIxFVVkLogh4qWQlWwqrJtxonTOCKC8izRDYCMnPEeD5HvmzDI37hJBlizAJzwsQffjA8oYv/1mxCoklIupQDZnBvW20oKrSxwqgsG0qh4bJRQKNiDH8FXjhFIT0AUSEExJLRExg2tYBnovFlhVK4aY1jo0WSPBFHtG6hEaon6Vo6ZkjohMSS0TUYSSMzIqgsrKN8JafSJhGHIhgi9aGmYg86FkiogkSS0TMYFYElVXPUjhFWSjuIRIEm1mitSeOIIjYgMQSUeEIVsSU1zCeknD3jkXCPSqJJmFHEL4oT/HP8zxELwuP+0LgAz83miGxRBB+EgtiyxdlOY07GsqDIEIJif/og8QSQZQxgQqRWBUV5elfJ1bLlCCI0EJiiSCihIrQo1XWRKojRPqtCCKyILFEEBUEElvRQ6SKuFBAzxERjZBYIgjCFME04NRAEhKxLASjAd7FQ2SCMPAOwjg8momaJQGffPJJdO7cGQkJCUhNTdWNc+zYMQwcOBAJCQnIyMjAAw88AJfLpYqTlZWFtm3bwm63o0GDBli6dKlHOq+88grq1KmDuLg4dOzYEdu3bw/DHRFExYFlLEH/EQRBlBdRI5aKi4tx6623YtKkSbrHeZ7HwIEDUVxcjM2bN2PZsmVYunQpZs6cKcc5fPgwBg4ciF69emHPnj247777MGHCBKxevVqO8+GHH2LatGmYNWsWdu3ahVatWqFfv344ffp02O+RIAhjSHARBFFeWEQxury9LV26FPfddx8uXryoCv/uu+9w/fXX499//0XVqlUBAIsXL8ZDDz2EM2fOwGaz4aGHHsI333yDffv2yecNHToUFy9exKpVqwAAHTt2xFVXXYWXX34ZACAIAmrVqoV77rkH06dPN5XH3NxcpKSkICcnB8nJyQCAAmewd04QRCRAQ4pEKEi0l4p3vTYj1EjXyBz3HhhbQsDpCMWXkf32f8Ka10gkanqWfLFlyxa0aNFCFkoA0K9fP+Tm5mL//v1ynD59+qjO69evH7Zs2QLA3Xu1c+dOVRyGYdCnTx85DkEQFZtQ9HBRLxdBRBcxY+CdnZ2tEkoA5P3s7GyvcXJzc1FQUIALFy6A53ndOH/88YfhtYuKilBUVCTv5+bmBnUvBEHEPjQ7kSCih3LtWZo+fTosFovXP28iJVKYO3cuUlJS5L9atWqVd5YIgohxqPeKCASBF4L+q4iUa8/S//3f/2HMmDFe49SrV89UWpmZmR6z1k6dOiUfk/6XwpRxkpOTER8fD5ZlwbKsbhwpDT1mzJiBadOmyfu5ubkkmAiCKHckwUS9UAQRHOUqltLT05Genh6StDp16oQnn3wSp0+fRkZGBgBgzZo1SE5ORtOmTeU43377req8NWvWoFOnTgAAm82Gdu3aYe3atbjxxhsBuA28165diylTphhe2263w263h+Q+CIIgQgkJJYIInqixWTp27BjOnz+PY8eOged57NmzBwDQoEEDJCYmom/fvmjatClGjhyJefPmITs7G4888ggmT54sC5mJEyfi5ZdfxoMPPohx48bhxx9/xEcffYRvvvlGvs60adMwevRotG/fHh06dMCCBQuQn5+PsWPHlsdtEwRBeIXEEEGEn6gRSzNnzsSyZcvk/TZt2gAAfvrpJ/Ts2RMsy+Lrr7/GpEmT0KlTJzgcDowePRqPPfaYfE7dunXxzTff4P7778eLL76ImjVr4s0330S/fv3kOLfffjvOnDmDmTNn/n979x4dVXXoD/w777ychDxIeD8EA/IGLzG0qEggUK6KbZFaVBChqPHSCoKCCgWvQEURH6i1vYC1lSjrZ7EuKBWBXEQiljRREOQHFAxqEpBXEh6ZmXP2/SPMyZx5T+Y9+X7WyjJzZs+Zs/cM2V/32Wcf1NbWYvDgwdi6davLpG8ionBg+CGKPXG3zlI84DpLRG0bA0/iCNdnmZ7ccn1VJNdZypqyLuh1ls785X6us0RERM2dZGt/KDyC+Uz4WUbHrl27cNttt6Fjx47QaDTYtGmT1/Lvv/8+xowZg5ycHJjNZhQWFqrushEtDEtElJDYSYZPNEILP5P4dPHiRQwaNAhr1qzxq/yuXbswZswYbNmyBRUVFRg1ahRuu+02VFZWhvlIvYubOUtE1Pawg/QP2ynyZM5g8cv48eMxfvx4v8uvXr1a9XjZsmX44IMP8OGHHypzlaOBYYmIwqotduRtsc6BYtiIb853qgjXEjqyLKOhoQGZmZkh33cgeBqOqA2Y/PM70bF9O/xy8s+VbWNuvQkFwwZh6MDrsey/l6rKJ/Kpk1DV6xeT7kTnvExM+cXPVdutNgmjbyrEfb+cFO2qQhYiZn8oOmRJghTEjyxJAIAuXbqo7lyxfPnysBzv888/j8bGRtx1111h2b+/OLJE1AaU/Nevcd+06fjL228pAea99z+E2WyGzWbDmFtHYtxP/hODBkdvmNtZLAYtRw+WzMY9992PDX/5E4CWkZK31v8PunTr1tyxJHAosMX450PhdfLkSdXVcOEYVXrnnXewZMkSfPDBB8pi09HCsESUILyFix+NvBmf/G8ZHEvY/9BZrVbYrFZoNP7fSyyWgky0AsmPRt6M3bua29R+DOfOnsVfN76LR+c9gbV//L2qPMNFM5ntkBDMZnNYlw4oLS3FjBkzsHHjRhQVFYXtffzFsESUAPwNL0KoT42NHfVjHPxqPx741UPoN2BQq0JQLIyeRCuISAIQouX9l/72KTz6+JMAmrdbbG3zpqNEwdiwYQOmT5+O0tJSTJgwIdqHA4BhiSgh+BNybLKsGgUBgK07PkFDQwOmTbkLX+z/En2v7x/GowxcrI9C2CQZshCw2mQc+LIK586ew/DCkdiz+38hi9idsxXP7DcHpvjQ2NiIo0ePKo+PHz+OqqoqZGZmomvXrliwYAG+++47/OlPzaez33nnHUydOhUvvfQSCgoKUFtbCwBITk5Genp6VOoAMCwRJQTn0R13Iy2SaA4fzqMdelMKRoy8BR//Yyt6Xdd802lJFuyU4DtYyHLzZGWLJOPzvZ9hb/luDB/YG01NTbjY2IC5sx/Cf7/wqsvr2LatJ0nuPxNdAKeR2zJJkqGxSa1+vZACGy3dt28fRo0apTyeM2cOAGDq1KlYv349ampqUF1drTz/5ptvwmazoaSkBCUlJcp2e/loYVgiSgAWm+y2Y3fcZrFKkITAZauE+voLsFosyMjMRlNTE3Zs34b7Zz2Ci03qP6JaP6+XTdTO395+sof+wWITEDJwxSLj5/fMwM/vmQEA+HzPLvxl3e/x1PKXccXi/sWhbrNY/Az8/f6EggT19z+a7cHg1uKWW26Bt7uqOQegsrKy8B5QKzEsEcUxIQQkSULDleYJ2s6dur2zv/+uCTh8cD8uX7qEG/tfi+Uv/w+ef2YhrFYLZFnGmP+8E/8xciwuNtmUU19arcalw9H62QmEsqMKV6fnrSOXZRmSTYZFhsvEd3ubzvrl7fj/h5rb9OahvfG7NW9h4NDhAIBLTTbYJBmXmmyq1wAt9XFXL20AdXV+vTXAwQJ/P8tAj8NRgIMQIf2sW77HIdulC0/HK8XAPD4KLd5INwx4I12KlCOHv8Zf/9+76Dvsx+jV/z+U7fbO2bGTtjn8U7c6pCrHU3aO2w1aLfRaDQxXexu9U+fqrqPw1tn5GwQC6TBb0+H7s/8df9uA07XfYtTkEmh1OgDqtgE8t5vzY+cRP93VNjU49OJ6p2MyuOnhndvfma96+duugQS2QPar7L+VIS3YIBWKIBbK4HVtTrLyeyRvpGue9CY0hmTfL/BAWC+jfuOv2tyNdDmyRJQAzl+x4GTDJQDqztneaXvq2C0O8z+sDr83STIyk/VKYAKaO3DHDsexQ/fW8Ts/r5Tz0Gl669SCDWM6rQayhzkvjuwlqhsuQqN1DUue2g1objs7m5v3SjXqYNBpYNS1tCsAVTs7Hq8j53Z0264e2sFdWSD4ECb70e6On43z6TK/38epLUM1MuaL43F5Oh3rSyRPR1J4MCwRJYDTFy2oq2tUHltszR2L1XHOksPEbscO3uJ0rsR6tVxGigGpRh2Meg1MOg30Og1Muua/+oarHb2nDt9xGwCPIcvdY69hy+FUU6BhS6fVeL26zrFDtw+4H6i7BIvcst05GDm2ndXmeeTJ/rxBr0V6sqE5LOm1MGg1SvsCgP7qfz21M+A5mDq3o6+g5WmbS/tL3oOWp0nwju/vrozz8Tl/Nr7Cr4QAL0IIIOj4OnZ/Xqd66xhaQUKySdBogpjgHcTk8HjGsESUAL49dwWn5XrYHDtvLyMcLh2702NJkpHTLhnJRj0Mei2SjToYdVqlkwcQto7eXbC6fDUl+RWshPtRLF8dtuPz9jOWVd+ch9A0789XmwHN7eatjF6vRVqqEclGndK2eq0GBr1WaV8ASpBq/t3eru7bGWhpa8A1wCrv7aZdr1xtV1/ByqZ1bTu9VgN3swvsr3X+zjmHW3t7e5z3E6IrMu378LUemONIla+A5O2YW/M6in0MS0QJ4NTZSzj8wxkA7jtxd9sA185d2W6T0NRkg8mkh8mkR7JJB4NOC71OixSTvuWUkY9O3p8O3qjTuIQh+/6vQFJ13Fcg+Rylsskt/+dr34/VqYzSLlc7dOeO3D6ydOToD5A93EJT8vF/2O6e1+l1yMxKVdpVr9eq2tag08Kgb2kDe/sCcNPGkscg1bxN/TqgJUhddmpX59ApOYQjnVbjMifLoNXCKqsf29nb33mfVrgfobJJwuepQHf8HSn0Z+QL8Bym3J3u83ef/r6OYh/DElECaDh/CTUXflAe++rI/S2XkmpCUpJe1bk3XLYi2ajzq3N3HoW6CNlHgGruTBxHoxxHNfRajdJJG7RaSLJ6ZMQqy6oO2Sq766DdBESnMvZ3PPXtacgi+NEA2dYc1/QmEySbhOTUJCQl6ZGUpMdFnVZpW4NeC71OowpPAFQjUBctkksbXwRcRqJsV9vSU4CyXL0hqlGnblOgOfAoQdPpuas18qPW7kKm6+sMWq3q4gOgJbx6Gw10N3Fe9U4+Tuv5c2oQcA1R3uZK+Tomil8MS0QJwHqxAZdOWUK6zyupzVfM2GwybDYZkiTDZNLDZtMq82+cO3abLGDVNj9nkZrn+Bh0GlgAWOXmERGLTcCo16BJEjDpNLBJkkOH7rmDbR41uhoAHEY7mkOTcClvf875Cj/HuUR6h5Blf171zme/D0lYsrOZUnAlyQgAkCQjbDYZer0WkiRDp9NCr28OTja9gF4nw3Y13FillvYF4LGNjXotrBbhtp0d26ZJUodUhxo7/K4eefLU3s4jT/Y2dNemjp+fndtyDgHF39N37pZnUNXMYUkMT3ydGgTU4cnXJHN/9kfxgWGJKBFo9YC+lXf9tjV5fVqvb+7E3bEHpVgR8k5JpwdCGJbcfUaObatz05bO7esYNIytbHv3QYkCEamr8Sg2MCwRJQBTagquyclWbZOk4E7FpaanIjXVqJyG0+m0SE7Su4wmOZ4iAuB2Ijjge6JyKCaEOz/nz9Ve7srYS5hyOkGGxu/Tmp7IV+eGGUwGpJpTldOb9pEk+6iSu9E6e/sC8DGHqaWNgfBMCLcL1ZIGgS5nEO5lJfwRSEiKxRElWZKh0bb+8rxAb3eSKBiWiBJARmYqOmZkqbb5O9Hb0+TvrKyU5sndSXqXOUr+XMHl7+RuZZuP5QeAEC5B4FjOXed3dVtel2xlgnegk+QB1yCq0+uUdjWZ9Eo4Sjbq3c5P8icYBTq5G/C+Lpa3IOr8vLvH7vbpqRwQ+mAEhC4cBTp6FIvhiEKDYYkoAWRlJKPv1bCkXjLAaQ2lAJYTyLzGpFz5lmrSq9YGArwHIk/rMAGtGyFy9ziYMOSrI7Y/m39tFpxv7RboMgxAS6DS6bS4JtWAZKNeadtglg2I5zDk6f39eQ6Ir9Eihqj4x7BElAA6t0vCtd3Mqo68yXHhSR+LVAKuC1W2SzEg1ahVLUgZtcUoHcu1YjFKb9x1uva36N/JDGh1qnYDPC/wCXhfqBJoXuzTeUHKmFyM0kM5oPUByJ/nQxmCgMiMDjEMJT6GJaIEkJdqQm5WmvLYfoWRu1ufAO5vf+J8C4+MJL3q3nD2DsH+2FfYiVbQCXQfyr4cjs1+89x+uSnK7U4A/24bA7jeOsZRmlEHo07jEjRbGzId9+HMU9gBwht4gPi6F2AoX+eItzlJHAxLRHFMbzAAADKvSUPHa1pujum4xkxrb6prD0qOnapzBxKpSbVAZDvK5JTm4Nk1LVW5ka6nNgPc3NrEy4117TfR9TY6BAQXZvwtA4T/xrlAfN88F0is0CPbrNBoWt/1C1vbvCs8wxJRHOvR81rMX7gYdfVXXBbEc+yvJTfhSSkn3D9n72g8dXShvBVFuLS2k7t53O2Q5duV022eVnd2bXPXct4WKgx1oHQW6svbQ/15hePzD3ew4Sm3tolhiSgBJBt0qsfOHbTLYzedv2MZWW7pdBK9c9B5CBSSVkDrpef1dnNUd6tD+7NAYby0dSyNtMRCm3n6DlHiYFgiSgBGD4tG2k8PGZy2+zMC4klr78geb3TQQNJ4qZ/OdZM9hBrAzjNUEiWIxEKoo9ZjWCJKAAad8y0/mjleTWUnCwF4+MPtPPfGl0Dnu4SDt5upBivQDi6RwyNRW8awRJQg/O3YddB47NTdhavW8jTPJ+T8qHegIbC1fIVHWRYey4Qz9BEpJBugtQX3+jaIYYkoAXi6E7uv8qHi7n2jee8s56Dm6dL6iPN2HFpNxEJdIojXcBkLo7EUOIYlogTibwgK9emicM/HCPR4Y+Ump4GOrsVMqAuBcAc/hg6KJIYlojaoNeEmmvNxYi2M+StWQpuzSJwiTaTgR8SwRER+CTawxPLk53gNY60VqyHOLmLz3Yj8xLBERBGRyGHLl0hfNh7PbQXEfpgLRMwFP8kCaIJYKEuyhO5Y4gjDEhHFhWACR7yHh0BFY02fttbG/kqk4NeWMSwRUcJj0Aq/aC66yM+Iwo1hiYjIi7Z8+jBeRHt1bH7GiY9hiYgojBi2El+0wxqFH8MSEVEMC0VHzMBFCpsFQBATvG1tc4J3DN07moiIwkGn1QT9QxSMNWvWoHv37khKSkJBQQE+//xzr+U3btyIPn36ICkpCQMGDMCWLVsidKTuMSwREZFPoQhcDF1t07vvvos5c+Zg8eLF+Ne//oVBgwahuLgYp06dclt+z549uPvuu/HAAw+gsrISEydOxMSJE3HgwIEIH3mLuAlLzz77LEaMGIGUlBRkZGS4LaPRaFx+SktLVWXKysowdOhQmEwm9OrVC+vXr3fZT6AJmIiI/MPQ1fasWrUKM2fOxP3334/rr78eb7zxBlJSUrB27Vq35V966SWMGzcO8+bNQ9++ffHMM89g6NChePXVVyN85C3iJixZLBZMmjQJDz30kNdy69atQ01NjfIzceJE5bnjx49jwoQJGDVqFKqqqvCb3/wGM2bMwD/+8Q+lTKAJmIiIIi9UoYvBK7wsFgsqKipQVFSkbNNqtSgqKkJ5ebnb15SXl6vKA0BxcbHH8pEQNxO8lyxZAgBuR4IcZWRkIC8vz+1zb7zxBnr06IEXXngBANC3b1/s3r0bL774IoqLiwGoE7D9NZs3b8batWvxxBNPhKg2REQUK0IZmNrKZPr6+nrVY5PJBJPJ5FLuhx9+gCRJyM3NVW3Pzc3F119/7XbftbW1bsvX1tYGedStFzcjS/4qKSlBdnY2hg8fjrVr10I4LDXvK622JgEDQFNTE+rr61U/RETU9sT8aJZkC/4HQJcuXZCenq78LF++PHp1ioC4GVnyx9KlS3HrrbciJSUFH330ER5++GE0NjZi9uzZADyn1fr6ely+fBnnzp0LOAEDwPLly5WRLyIiokR38uRJmM1m5bG7USUAyM7Ohk6nQ11dnWp7XV2dx7NAeXl5AZWPhKiOLD3xxBNuJ2U7/ngLKc6efvpp/OhHP8KQIUPw+OOPY/78+Vi5cmUYa9BswYIFuHDhgvJz8uTJsL8nERFRtJjNZtWPp7BkNBoxbNgwbN++XdkmyzK2b9+OwsJCt68pLCxUlQeAbdu2eSwfCVEdWZo7dy6mTZvmtUzPnj1bvf+CggI888wzaGpqgslk8phWzWYzkpOTodPpAk7AgOdztURERG3dnDlzMHXqVNxwww0YPnw4Vq9ejYsXLypzg++77z506tRJOZX361//GjfffDNeeOEFTJgwAaWlpdi3bx/efPPNqNUhqmEpJycHOTk5Ydt/VVUV2rVrpwSZwsJCl4WtHNOqYwK2X0VnT8CPPPJI2I6TiIgoUU2ePBmnT5/GokWLUFtbi8GDB2Pr1q3KlJfq6mpotS0nukaMGIF33nkHTz31FBYuXIjevXtj06ZN6N+/f7SqED9zlqqrq3H27FlUV1dDkiRUVVUBAHr16oW0tDR8+OGHqKurw4033oikpCRs27YNy5Ytw2OPPabs48EHH8Srr76K+fPnY/r06dixYwfee+89bN68WSnjKwETERHFLasFEEFMMG/l7U4eeeQRj4MOZWVlLtsmTZqESZMmteq9wiFuwtKiRYvw1ltvKY+HDBkCANi5cyduueUWGAwGrFmzBo8++iiEEOjVq5eyDIBdjx49sHnzZjz66KN46aWX0LlzZ/zxj39Ulg0AfCdgIiIials0wvHaegqJ+vp6pKen48KFC8rVApetUT4oIiKKGcmGlt/d9RmhZn8P043zodG3fo6tsDWh6bPnwnqssSjh1lkiIiIiCiWGJSIiIiIv4mbOEhEREQVJsgEaXXCvb4M4skRERETkBcMSERERkRcMS0REREReMCwRERERecEJ3kRERG2FZAEQxAreUutW8I53HFkiIiIi8oJhiYiIiMgLhiUiIiIiLxiWiIiIiLxgWCIiIiLyglfDERERtRU2KyCCuRrOGrpjiSMcWSIiIiLygmGJiIiIyAuGJSIiIiIvOGcpDIQQAID6+npl2+W2eZqXiIjcsBpafrf3Ffa+I6wkC4J6lza6gjfDUhg0NDQAALp06RLlIyEionjR0NCA9PT0sOzbaDQiLy8PtV+tC3pfeXl5MBqNITiq+KEREYmybYssy/j+++9xzTXXQKMJ4qqDEKuvr0eXLl1w8uRJmM3maB9OyCRivVin+JGI9UrEOgGxWy8hBBoaGtCxY0doteGbHXPlyhVYLMGPDBmNRiQlJYXgiOIHR5bCQKvVonPnztE+DI/MZnNM/aEIlUSsF+sUPxKxXolYJyA26xWuESVHSUlJbS7khAoneBMRERF5wbBERERE5AXDUhtiMpmwePFimEymaB9KSCVivVin+JGI9UrEOgGJWy8KP07wJiIiIvKCI0tEREREXjAsEREREXnBsERERETkBcMSERERkRcMSwng2WefxYgRI5CSkoKMjAy3ZTQajctPaWmpqkxZWRmGDh0Kk8mEXr16Yf369S77WbNmDbp3746kpCQUFBTg888/D0ONmvlTr+rqakyYMAEpKSlo37495s2bB5vNpioTa/Vy1r17d5fPZsWKFaoyX375JUaOHImkpCR06dIFzz33nMt+Nm7ciD59+iApKQkDBgzAli1bIlUFv0SzjQP129/+1uUz6dOnj/L8lStXUFJSgqysLKSlpeFnP/sZ6urqVPvw57sZTrt27cJtt92Gjh07QqPRYNOmTarnhRBYtGgROnTogOTkZBQVFeHIkSOqMmfPnsWUKVNgNpuRkZGBBx54AI2Njaoy/nw3I1mvadOmuXx248aNi/l6UYwTFPcWLVokVq1aJebMmSPS09PdlgEg1q1bJ2pqapSfy5cvK8//+9//FikpKWLOnDni4MGD4pVXXhE6nU5s3bpVKVNaWiqMRqNYu3at+Oqrr8TMmTNFRkaGqKuri0q9bDab6N+/vygqKhKVlZViy5YtIjs7WyxYsCCm6+WsW7duYunSparPprGxUXn+woULIjc3V0yZMkUcOHBAbNiwQSQnJ4vf//73SplPP/1U6HQ68dxzz4mDBw+Kp556ShgMBrF///6I1MGXaLdxoBYvXiz69eun+kxOnz6tPP/ggw+KLl26iO3bt4t9+/aJG2+8UYwYMUJ53p/vZrht2bJFPPnkk+L9998XAMRf//pX1fMrVqwQ6enpYtOmTeKLL74Qt99+u+jRo4fq78K4cePEoEGDxGeffSY++eQT0atXL3H33Xcrz/vz3Yx0vaZOnSrGjRun+uzOnj2rKhOL9aLYxrCUQNatW+c1LDn/UXE0f/580a9fP9W2yZMni+LiYuXx8OHDRUlJifJYkiTRsWNHsXz58qCO2xdP9dqyZYvQarWitrZW2fb6668Ls9ksmpqahBCxXS+7bt26iRdffNHj86+99ppo166dUichhHj88cdFfn6+8viuu+4SEyZMUL2uoKBAzJo1K+TH2xrRbuNALV68WAwaNMjtc+fPnxcGg0Fs3LhR2Xbo0CEBQJSXlwsh/PtuRpLzv39ZlkVeXp5YuXKlsu38+fPCZDKJDRs2CCGEOHjwoAAg/vnPfypl/v73vwuNRiO+++47IYR/381w8hSW7rjjDo+viYd6Uezhabg2pKSkBNnZ2Rg+fDjWrl0L4bDEVnl5OYqKilTli4uLUV5eDgCwWCyoqKhQldFqtSgqKlLKRFp5eTkGDBiA3NxcZVtxcTHq6+vx1VdfKWXioV4rVqxAVlYWhgwZgpUrV6pO15SXl+Omm25S3eW7uLgYhw8fxrlz55Qy3uoZTbHSxoE6cuQIOnbsiJ49e2LKlCmorq4GAFRUVMBqtarq06dPH3Tt2lWpjz/fzWg6fvw4amtrVXVIT09HQUGBqg4ZGRm44YYblDJFRUXQarXYu3evUsbXdzMaysrK0L59e+Tn5+Ohhx7CmTNnlOfiuV4UPbyRbhuxdOlS3HrrrUhJScFHH32Ehx9+GI2NjZg9ezYAoLa2VvWHHQByc3NRX1+Py5cv49y5c5AkyW2Zr7/+OmL1cOTpmO3PeSsTS/WaPXs2hg4diszMTOzZswcLFixATU0NVq1apdShR48eLsdnf65du3Ye62lvh2j64Ycfot7GgSooKMD69euRn5+PmpoaLFmyBCNHjsSBAwdQW1sLo9HoMo/Osb39+W5Gk/0YvH1namtr0b59e9Xzer0emZmZqjK+vpuRNm7cOPz0pz9Fjx49cOzYMSxcuBDjx49HeXk5dDpd3NaLoothKUY98cQT+N3vfue1zKFDh1STTr15+umnld+HDBmCixcvYuXKlUpYipRQ1ytWBVLPOXPmKNsGDhwIo9GIWbNmYfny5bwtQ5SMHz9e+X3gwIEoKChAt27d8N577yE5OTmKR0a+/OIXv1B+HzBgAAYOHIhrr70WZWVlGD16dBSPjOIZw1KMmjt3LqZNm+a1TM+ePVu9/4KCAjzzzDNoamqCyWRCXl6ey9U8dXV1MJvNSE5Ohk6ng06nc1smLy/P7/cNZb3y8vJcrqiyH5/9mCJVL2fB1LOgoAA2mw0nTpxAfn6+xzoAvusZTB1CJTs7OyxtHEkZGRm47rrrcPToUYwZMwYWiwXnz59XjS451sef72Y02Y+hrq4OHTp0ULbX1dVh8ODBSplTp06pXmez2XD27Fmf3zvH94i2nj17Ijs7G0ePHsXo0aMTpl4UWZyzFKNycnLQp08frz+O59MDVVVVhXbt2ikjF4WFhdi+fbuqzLZt21BYWAgAMBqNGDZsmKqMLMvYvn27UibS9SosLMT+/ftVf/i2bdsGs9mM66+/PqL1CmU9q6qqoNVqlVMFhYWF2LVrF6xWq6oO+fn5yukAX/WMpnC1cSQ1Njbi2LFj6NChA4YNGwaDwaCqz+HDh1FdXa3Ux5/vZjT16NEDeXl5qjrU19dj7969qjqcP38eFRUVSpkdO3ZAlmUUFBQoZXx9N6Pt22+/xZkzZ5RQmCj1ogiL9gxzCt4333wjKisrxZIlS0RaWpqorKwUlZWVoqGhQQghxN/+9jfxhz/8Qezfv18cOXJEvPbaayIlJUUsWrRI2Yf9Evt58+aJQ4cOiTVr1ri9xN5kMon169eLgwcPil/96lciIyNDdcVPJOtlvzx77NixoqqqSmzdulXk5OS4XToglurlaM+ePeLFF18UVVVV4tixY+LPf/6zyMnJEffdd59S5vz58yI3N1fce++94sCBA6K0tFSkpKS4LB2g1+vF888/Lw4dOiQWL14cc0sHRKuNW2Pu3LmirKxMHD9+XHz66aeiqKhIZGdni1OnTgkhmpcO6Nq1q9ixY4fYt2+fKCwsFIWFhcrr/fluhltDQ4PybwaAWLVqlaisrBTffPONEKJ56YCMjAzxwQcfiC+//FLccccdbpcOGDJkiNi7d6/YvXu36N27t+oSe3++m5GsV0NDg3jsscdEeXm5OH78uPj444/F0KFDRe/evcWVK1diul4U2xiWEsDUqVMFAJefnTt3CiGaL4sdPHiwSEtLE6mpqWLQoEHijTfeEJIkqfazc+dOMXjwYGE0GkXPnj3FunXrXN7rlVdeEV27dhVGo1EMHz5cfPbZZ1GrlxBCnDhxQowfP14kJyeL7OxsMXfuXGG1WmO6Xo4qKipEQUGBSE9PF0lJSaJv375i2bJlqj/sQgjxxRdfiB//+MfCZDKJTp06iRUrVrjs67333hPXXXedMBqNol+/fmLz5s0RqYO/otXGrTF58mTRoUMHYTQaRadOncTkyZPF0aNHlecvX74sHn74YdGuXTuRkpIi7rzzTlFTU6Pahz/fzXDauXOn238/U6dOFUI0Lx/w9NNPi9zcXGEymcTo0aPF4cOHVfs4c+aMuPvuu0VaWpowm83i/vvvV/5nxc6f72ak6nXp0iUxduxYkZOTIwwGg+jWrZuYOXOmSyiPxXpRbNMI4XD9OBERERGpcM4SERERkRcMS0REREReMCwRERERecGwREREROQFwxIRERGRFwxLRERERF4wLBERERF5wbBERGFx4sQJaDQaaDQa5X5jwbDvy/F+bEREkcCwRERh9fHHH7vct641ampqsHr16uAPiIgoQAxLRBRWWVlZyMrKCno/eXl5SE9PD8EREREFhmGJiHw6ffo08vLysGzZMmXbnj17YDQaAx41mjZtGiZOnIhly5YhNzcXGRkZWLp0KWw2G+bNm4fMzEx07twZ69atC3U1iIhaRR/tAyCi2JeTk4O1a9di4sSJGDt2LPLz83HvvffikUcewejRowPe344dO9C5c2fs2rULn376KR544AHs2bMHN910E/bu3Yt3330Xs2bNwpgxY9C5c+cw1IiIyH8cWSIiv/zkJz/BzJkzMWXKFDz44INITU3F8uXLW7WvzMxMvPzyy8jPz8f06dORn5+PS5cuYeHChejduzcWLFgAo9GI3bt3h7gWRESB48gSEfnt+eefR//+/bFx40ZUVFTAZDK1aj/9+vWDVtvy/2q5ubno37+/8lin0yErKwunTp0K+piJiILFkSUi8tuxY8fw/fffQ5ZlnDhxotX7MRgMqscajcbtNlmWW/0eREShwpElIvKLxWLBPffcg8mTJyM/Px8zZszA/v370b59+2gfGhFRWHFkiYj88uSTT+LChQt4+eWX8fjjj+O6667D9OnTo31YRERhx7BERD6VlZVh9erVePvtt2E2m6HVavH222/jk08+weuvvx7twyMiCiuehiMin2655RZYrVbVtu7du+PChQsB72v9+vUu28rKyly2BTMniogolBiWiCisRowYgcGDB2PPnj1B7SctLQ02mw1JSUkhOjIiIv8wLBFRWHTu3BlHjhwBgFYvMeCoqqoKQPOyAkREkaQRQohoHwQRERFRrOIEbyIiIiIvGJaIiIiIvGBYIiIiIvKCYYmIiIjIC4YlIiIiIi8YloiIiIi8YFgiIiIi8oJhiYiIiMgLhiUiIiIiL/4PnLGT6jy0BscAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "flow_map.plot_wake_map()\n", "plt.xlabel('x [m]')\n", "plt.ylabel('y [m]')\n", "plt.title('Wake map for'+ f' {wdir} deg and {wsp} m/s')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**The wake map can also be customized in terms of size and contour levels.**" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'y [m]')" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "flow_map.plot_wake_map(levels=10, # contourf levels (int or list of levels)\n", " cmap='jet', # color map\n", " plot_colorbar=False, \n", " plot_windturbines=False, \n", " ax=None)\n", "plt.axis('equal')\n", "plt.xlabel('x [m]')\n", "plt.ylabel('y [m]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**There is also a Grid argument that can be set up to further customize the way the flow map is shown in different planes**\n", "\n", "The grid argument should be either \n", "\n", "- a `HorizontalGrid`(same as `XYGrid`), `YZGrid` or \n", "- a tuple(X, Y, x, y, h) where X, Y is the meshgrid for visualizing the data and x, y, h are the flattened grid points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### HorizontalGrid (XYGrid)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake import HorizontalGrid\n", "\n", "for grid in [None, # defaults to HorizontalGrid(resolution=500, extend=0.2)\n", " HorizontalGrid(x=None, y=None, resolution=100, extend=1), # custom resolution and extend\n", " HorizontalGrid(x = np.arange(-1000,1000,100),\n", " y = np.arange(-500,500,100)) # custom x and y\n", " ]:\n", " plt.figure()\n", " sim_res.flow_map(grid=grid, wd=270, ws=[9.8]).plot_wake_map()\n", " plt.xlabel('x [m]')\n", " plt.ylabel('y [m]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### YZGrid\n", "\n", "Plotting the flow map in the vertical YZ plane through the red dashed line can be done using the `YZGrid`\n", "\n", "![image3.png](images/RunWindFarmSimulation_yzgrid.png)\n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'y [m]')" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake import YZGrid\n", "plt.figure(figsize=(12,4))\n", "sim_res.flow_map(YZGrid(x=-100, y=None, resolution=100), wd=270, ws=None).plot_wake_map()\n", "plt.xlabel('y [m]')\n", "plt.ylabel('z [m]')" ] }, { "attachments": { "image-2.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "**3) XZGrid**\n", "\n", "Plotting the flow map in the vertical XZ plane through the red dashed line can be done using the `XZGrid`\n", "\n", "![image-2.png](attachment:image-2.png)\n" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'y [m]')" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake import XZGrid\n", "plt.figure(figsize=(12,4))\n", "sim_res.flow_map(grid=XZGrid(y=0, resolution=1000), wd=270, ws=None).plot_wake_map()\n", "plt.xlabel('x [m]')\n", "plt.ylabel('z [m]')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.9.13" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 2 }