diff --git a/examples/Notebooks/flopy3.3_PlotCrossSection.ipynb b/examples/Notebooks/flopy3.3_PlotCrossSection.ipynb new file mode 100644 index 0000000000..42803ccebe --- /dev/null +++ b/examples/Notebooks/flopy3.3_PlotCrossSection.ipynb @@ -0,0 +1,1397 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FloPy\n", + "\n", + "## Making Cross Sections of Your Model\n", + "This notebook demonstrates the cross sectional mapping capabilities of FloPy. It demonstrates these capabilities by loading and running existing models and then showing how the `PlotCrossSection` object and its methods can be used to make nice plots of the model grid, boundary conditions, model results, shape files, etc.\n", + "\n", + "### Mapping is demonstrated for MODFLOW-2005 and MODFLOW-6 models in this notebook" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "flopy is installed in c:\\users\\jlarsen\\desktop\\flopy-dev\\flopy\n", + "3.6.5 |Anaconda, Inc.| (default, Mar 29 2018, 13:32:41) [MSC v.1900 64 bit (AMD64)]\n", + "numpy version: 1.14.3\n", + "matplotlib version: 3.1.1\n", + "flopy version: 3.3.0\n" + ] + } + ], + "source": [ + "import sys\n", + "import os\n", + "import platform\n", + "import numpy as np\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# run installed version of flopy or add local path\n", + "try:\n", + " import flopy\n", + "except:\n", + " fpth = os.path.abspath(os.path.join('..', '..'))\n", + " sys.path.append(fpth)\n", + " import flopy\n", + "\n", + "print(sys.version)\n", + "print('numpy version: {}'.format(np.__version__))\n", + "print('matplotlib version: {}'.format(mpl.__version__))\n", + "print('flopy version: {}'.format(flopy.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Set names of the MODFLOW exes\n", + "# assumes that the executable is in users path statement\n", + "v2005 = 'mf2005'\n", + "exe_name_2005 = 'mf2005'\n", + "vmf6 = 'mf6'\n", + "exe_name_mf6 = 'mf6'\n", + "exe_mp = 'mp6'\n", + "if platform.system() == 'Windows':\n", + " exe_name_2005 += '.exe'\n", + " exe_name_mf6 += '.exe'\n", + " exe_mp += '.exe'\n", + "\n", + "#Set the paths\n", + "loadpth = os.path.join('..', 'data', 'freyberg')\n", + "modelpth = os.path.join('data')\n", + "\n", + "#make sure modelpth directory exists\n", + "if not os.path.exists(modelpth):\n", + " os.makedirs(modelpth)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load and Run an Existing MODFLOW-2005 Model\n", + "A model called the \"Freyberg Model\" is located in the loadpth folder. In the following code block, we load that model, then change into a new workspace (modelpth) where we recreate and run the model. For this to work properly, the MODFLOW-2005 executable (mf2005) must be in the path. We verify that it worked correctly by checking for the presence of freyberg.hds and freyberg.cbc." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "changing model workspace...\n", + " data\n", + "FloPy is using the following executable to run the model: .\\mf2005.exe\n", + "\n", + " MODFLOW-2005 \n", + " U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUND-WATER FLOW MODEL\n", + " Version 1.12.00 2/3/2017 \n", + "\n", + " Using NAME file: freyberg.nam \n", + " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:21:55\n", + "\n", + " Solving: Stress period: 1 Time step: 1 Ground-Water Flow Eqn.\n", + " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:21:55\n", + " Elapsed run time: 0.031 Seconds\n", + "\n", + " Normal termination of simulation\n", + "Output file located: freyberg.hds\n", + "Output file located: freyberg.cbc\n" + ] + } + ], + "source": [ + "ml = flopy.modflow.Modflow.load('freyberg.nam', model_ws=loadpth, \n", + " exe_name=exe_name_2005, version=v2005)\n", + "ml.change_model_ws(new_pth=modelpth)\n", + "ml.write_input()\n", + "success, buff = ml.run_model()\n", + "if not success:\n", + " print ('Something bad happened.')\n", + "files = ['freyberg.hds', 'freyberg.cbc']\n", + "for f in files:\n", + " if os.path.isfile(os.path.join(modelpth, f)):\n", + " msg = 'Output file located: {}'.format(f)\n", + " print (msg)\n", + " else:\n", + " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", + " print (errmsg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Creating a Cross-Section of the Model Grid\n", + "\n", + "Now that we have a model, we can use the FloPy plotting utilities to make cross-sections. We'll start by making a Map to show the model grid and basic boundary conditions. Then we'll begin making a cross section using the `PlotCrossSection` class and the `plot_grid()` method of that class." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# let's take a look at our grid before making a cross section\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "ibound = mapview.plot_ibound()\n", + "wel = mapview.plot_bc(\"WEL\")\n", + "riv = mapview.plot_bc(\"RIV\")\n", + "linecollection = mapview.plot_grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we will make a cross-section of the model grid at column 6." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# First step is to set up the plot\n", + "fig = plt.figure(figsize=(15, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "# Next we create an instance of the PlotCrossSection class\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "\n", + "# Then we can use the plot_grid() method to draw the grid\n", + "# The return value for this function is a matplotlib LineCollection object,\n", + "# which could be manipulated (or used) later if necessary.\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section - Model Grid')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Ploting Ibound\n", + "\n", + "The `plot_ibound()` method can be used to plot the boundary conditions contained in the ibound arrray, which is part of the MODFLOW Basic Package. The `plot_ibound()` method returns a matplotlib PatchCollection object (matplotlib.collections.PatchCollection). If you are familiar with the matplotlib collections, then this may be important to you, but if not, then don't worry about the return objects of these plotting function." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "patches = xsect.plot_ibound()\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section with IBOUND Boundary Conditions')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Or we could change the colors!\n", + "fig = plt.figure(figsize=(15, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "patches = xsect.plot_ibound(color_noflow='red', color_ch='orange')\n", + "linecollection = xsect.plot_grid(color='green')\n", + "t = ax.set_title('Column 6 Cross-Section with IBOUND Boundary Conditions')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Boundary Conditions\n", + "The `plot_bc()` method can be used to plot boundary conditions on a cross section. It is setup to use the following dictionary to assign colors, however, these colors can be changed in the method call.\n", + "\n", + " bc_color_dict = {'default': 'black', 'WEL': 'red', 'DRN': 'yellow',\n", + " 'RIV': 'green', 'GHB': 'cyan', 'CHD': 'navy'}\n", + "\n", + "Just like the `plot_bc()` method for `PlotMapView`, the default boundary condition colors can be changed in the method call.\n", + "\n", + "Here, we plot the location of well cells in column 6." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "patches = xsect.plot_bc('WEL', color='pink')\n", + "patches = xsect.plot_ibound()\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section with Boundary Conditions')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting an Array\n", + "\n", + "`PlotCrossSection` has a `plot_array()` method. The `plot_array()` method will only accept 3D arrays for structured grids. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create a random array and plot it\n", + "a = np.random.random((ml.dis.nlay, ml.dis.nrow, ml.dis.ncol))\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "csa = xsect.plot_array(a)\n", + "patches = xsect.plot_ibound()\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section with Random Data')\n", + "cb = plt.colorbar(csa, shrink=0.75)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot the horizontal hydraulic conductivities\n", + "a = ml.lpf.hk.array\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "csa = xsect.plot_array(a)\n", + "patches = xsect.plot_ibound()\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section with Horizontal hydraulic conductivity')\n", + "cb = plt.colorbar(csa, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Contouring an Array\n", + "\n", + "`PlotCrossSection` also has a `contour_array()` method. It also accepts a 3D array for structured grids." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot the horizontal hydraulic conductivities\n", + "a = ml.lpf.hk.array\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "contour_set = xsect.contour_array(a, masked_values=[0], cmap='jet')\n", + "patches = xsect.plot_ibound()\n", + "linecollection = xsect.plot_grid(color='grey')\n", + "t = ax.set_title('Column 6 Cross-Section contour_array() horizontal hydraulic conductivity')\n", + "cb = plt.colorbar(contour_set, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Heads\n", + "\n", + "We can easily plot results from the simulation by extracting heads using `flopy.utils.HeadFile`. \n", + "\n", + "The head can be passed into the `plot_array()` and `contour_array()` using the `head=` keyword argument to fix the top of the colored patch and contour lines at the top of the water table in each cell, respectively. " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fname = os.path.join(modelpth, 'freyberg.hds')\n", + "hdobj = flopy.utils.HeadFile(fname)\n", + "head = hdobj.get_data()\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "ax.set_title('plot_array() used to plotting Heads')\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "pc = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", + "patches = xsect.plot_ibound(head=head)\n", + "linecollection = xsect.plot_grid()\n", + "cb = plt.colorbar(pc, shrink=0.75)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# contour array on top of heads\n", + "levels = np.arange(17, 26, 1)\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "ax.set_title('contour_array() and plot_array() of head values')\n", + "\n", + "# instantiate the PlotCrossSection object\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "\n", + "# plot the head array and model grid\n", + "pc = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", + "linecollection = xsect.plot_grid()\n", + "\n", + "# do black contour lines of the head array\n", + "contour_set = xsect.contour_array(head, masked_values=[999.], head=head, levels=levels, colors='k')\n", + "plt.clabel(contour_set, fmt='%.1f', colors='k', fontsize=11)\n", + "\n", + "patches = xsect.plot_ibound(head=head)\n", + "cb = plt.colorbar(pc, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting a surface on the cross section\n", + "\n", + "The `plot_surface()` method allows the user to plot a surface along the cross section. Here is a short example using head data." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "levels = np.arange(10, 30, .5)\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", + "\n", + "# contour array and plot ibound\n", + "ct = xsect.contour_array(head, masked_values=[999.], head=head, levels=levels, linewidths=2.5)\n", + "pc = xsect.plot_ibound(head=head)\n", + "\n", + "#plot the surface and model grid\n", + "wt = xsect.plot_surface(head, masked_values=[999.], color='blue', lw=2.5)\n", + "linecollection = xsect.plot_grid()\n", + "\n", + "plt.title('contour_array() and plot_surface()')\n", + "cb = plt.colorbar(ct, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting discharge vectors\n", + "\n", + "`PlotCrossSection` has a `plot_discharge()` method, which takes the 'FLOW RIGHT FACE', 'FLOW FRONT FACE', and 'FLOW LOWER FACE' arrays, which can be written by MODFLOW to the cell by cell flow file. These array values can be extracted from the cell by cell flow file using the `flopy.utils.CellBudgetFile` object as shown below. Once they are extracted, they can be passed to the `plot_discharge()` method. Note that `plot_discharge()` also takes the head array as an argument. The head array is used by `plot_discharge()` to convert the volumetric flow in dimensions of $L^3/T$ to specific discharge in dimensions of $L/T$ and to plot the specific discharge in the center of each saturated cell. For this problem, there is no 'FLOW LOWER FACE' array since the Freyberg Model is a one layer model." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "fname = os.path.join(modelpth, 'freyberg.cbc')\n", + "cbb = flopy.utils.CellBudgetFile(fname)\n", + "frf = cbb.get_data(text='FLOW RIGHT FACE')[0]\n", + "fff = cbb.get_data(text='FLOW FRONT FACE')[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "ax.set_title('plot_array() and plot_discharge()')\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, ax=ax, line={'Column': 5})\n", + "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", + "linecollection = xsect.plot_grid()\n", + "quiver = xsect.plot_discharge(frf, fff, head=head, \n", + " hstep=2, normalize=True, color='green', \n", + " scale=30, headwidth=3, headlength=3, headaxislength=3,\n", + " zorder=10)\n", + "\n", + "patches = xsect.plot_ibound(head=head)\n", + "cb = plt.colorbar(csa, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting a cross section from Shapefile data\n", + "\n", + "A shapefile can be used to define the vertices for a instance of the `PlotCrossSection` class. The function `flopy.plot.plotutil.shapefile_get_vertices()` will return a list of vertices for each polyline in a shapefile.\n", + "\n", + "Let's plot the shapefiles and the Freyberg model using `PlotMapView` for visualization purposes and then plot the cross-section." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Setup the figure and PlotMapView. Show a very faint map of ibound and \n", + "# model grid by specifying a transparency alpha value.\n", + "\n", + "# set the modelgrid rotation and offset\n", + "ml.modelgrid.set_coord_info(xoff=-2419.2189559966773, yoff=297.0427372400354, angrot=-14)\n", + "\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "\n", + "# Plot a shapefile of \n", + "shp = os.path.join(loadpth, 'gis', 'bedrock_outcrop_hole_rotate14')\n", + "patch_collection = mapview.plot_shapefile(shp, #facecolor='none', \n", + " edgecolor='green', linewidths=2, alpha=0.5)\n", + "# Plot a shapefile of a cross-section line\n", + "shp = os.path.join(loadpth, 'gis', 'cross_section_rotate14')\n", + "patch_collection = mapview.plot_shapefile(shp, radius=0, lw=3, \n", + " edgecolor='red', facecolor='None')\n", + "\n", + "# Plot a shapefile of well locations\n", + "shp = os.path.join(loadpth, 'gis', 'wells_locations_rotate14')\n", + "patch_collection = mapview.plot_shapefile(shp, radius=100, facecolor='red')\n", + "\n", + "# Plot the grid and boundary conditions over the top\n", + "quadmesh = mapview.plot_ibound(alpha = 0.1)\n", + "linecollection = mapview.plot_grid(alpha=0.1);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's make a cross section based on this arbitrary cross-sectional line. We can load the cross sectional line vertices using `flopy.plot.plotutil.shapefile_get_vertices()`\n", + "\n", + "**Note**: in previous examples we passed `line={'column', 5}` to plot a cross section along a column. In this example we pass vertex information into `PlotCrossSection` using `line={'line', line[0]}` where `line[0]` is a list of vertices." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the vertices for cross-section lines in a shapefile\n", + "fpth = os.path.join(loadpth, 'gis', 'cross_section_rotate14')\n", + "line = flopy.plot.plotutil.shapefile_get_vertices(fpth)\n", + "\n", + "# Set up the figure\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "ax.set_title(\"plot_array() along an arbitrary cross-sectional line\")\n", + "\n", + "# plot head values along the cross sectional line\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'line': line[0]})\n", + "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", + "patches = xsect.plot_ibound(head=head)\n", + "linecollection = xsect.plot_grid(lw=0.5)\n", + "cb = fig.colorbar(csa, ax=ax, shrink=0.5)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting geographic coordinates on the x-axis using the `PlotCrossSection` class\n", + "\n", + "The default cross section plotting method plots cells with regard to their intersection distance along the cross sectional line defined by the user. While this method is perfectly acceptable and in many cases may be preferred for plotting arbitrary cross sections, a flag has been added to plot based on geographic coordinates.\n", + "\n", + "The flag `geographic_coords` defaults to `False` which maintains FloPy's previous method of plotting cross sections. " + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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3AS+us/4VlUQkSZIkSdovNDVLrSRJkiRJo2XCKUmSJEmqhAmnJEmSJKkSJpySJEmSpEqYcEqSJEmSKmHCKUmSJEmqhAmnJEmSJKkSJpySJEmSpEqYcEqSJEmSKmHCKUmSJEmqhAmnJEmSJKkSJpySJEmSpEqYcEqSJEmSKmHCKUmSJEmqhAmnJEmSJKkSJpySJEmSpEqYcEqSJEmSKmHCKUmSJEmqhAmnJEmSJKkSJpySJEmSpEqYcEqSJEmSKmHCKUmSJEmqhAmnJEmSJKkSJpySJEmSpEqYcEqSJEmSKmHCKUmSJEmqhAmnJEmSJKkSJpySJEmSpEqYcEqSJEmSKmHCKUmSJEmqRMOEMyK6I+KWiLgzIu6NiL8u1x8dETdHxEMRcUVEzKw+XEmSJElSp2imh3MP8IrMfBFwAnBqRJwE/B1wXmYeC2wDzqwuTEmSJElSp2mYcGbh8fLpjHJJ4BXA18v1lwBvrCRCSZIkSVJHauoazojoiog7gI3ACuAXwPbM7CuL9AILqwlRkiRJktSJmko4M3NfZp4A9AAnAs+vV6zevhGxLCJWRsTK/v7+sUcqSZIkSeooo5qlNjO3A9cBJwFzImJ6uakHWDvMPsszc0lmLpk2zUlxJUmSJGmqaGaW2iMiYk75+EDglcD9wA+BN5XFzgC+VVWQkiRJkqTOM71xEeYDl0REF0WCemVmXhMR9wGXR8QngJ8BF1YYpyRJkiSpwzRMODPzLuDFddY/QnE9pyRJkiRJQ3hRpSRJkiSpEiackiRJkqRKmHBKkiRJkiphwilJkiRJqoQJpyRJkiSpEiackiRJkqRKmHBKkiRJkiphwilJkiRJqoQJpyRJkiSpEiackiRJkqRKmHBKkiRJkiphwilJkiRJqoQJpyRJkiSpEiackiRJkqRKmHBKkiRJkiphwilJkiRJqoQJpyRJkiSpEiackiRJkqRKmHBKkiRJkiphwilJkiRJqoQJpyRJkiSpEiackiRJkqRKmHBKkiRJkiphwilJkiRJqsT0dgcgSZIkSWrea05ZkFu27Bmy/rY7t343M09tQ0jDMuGUJEmSpA6yefMubvzeCUPWHzDvhsPbEM6ITDglSZIkqYMkSR/97Q6jKSackiRJktRBEujLfe0OoylOGiRJkiRJHSRJ9tZZGomIRRHxw4i4PyLujYj3luv/PiIeiIi7IuKqiJgzzP6rIuLuiLgjIlY2E2vDhHOEoM6OiDXlwe6IiNc1c0BJkiRJ0tgVPZz9Q5Ym9AHvz8znAycBfxERLwBWAMdn5guBB4GPjFDHyzPzhMxc0swBmxlSOxDU7RExG7gtIlaU287LzH9o5kCSJEmSpPFLYO9Y9stcB6wrH++KiPuBhZn5vZpiNwFvGn+UhYY9nJm5LjNvHwgKuB9Y2KoAJEmSJEmj05dDl9GIiMXAi4GbB216J/Dvw+yWwPci4raIWNbMcUZ1DWedoN5TjvO9KCIOGU1dkiRJkqTRS2BvxpAFODwiVtYsdZPCiDgI+AbwvszcWbP+ryhGuF42zKFPzsyXAK+lGI77nxrF2nTCWSeoC4DnAidQdMt+apj9lg2ccH9/Z0zdK0mSJEmT10ymTT9qyAJszswlNcvywXtGxAyKvO6yzPxmzfozgNcDb8vMuv2lmbm2/LkRuAo4sVGkTd0WpV5QmbmhZvsXgWuGCWo5sBxg0aJFo+zolSRJkiTV6s+9PLV3zaj3i4gALgTuz8xza9afCnwIeFlmPjnMvrOAaeW1n7OAVwMfb3TMZmapHS6o+TXF/gi4p1FdkiRJkqTxKSYNmjZkacLJwNuBVwy628jngNnAinLdFwAiYkFEXFvuOxe4ISLuBG4Bvp2Z32l0wGZ6OAeCujsi7ijXnQWcHhEnlOe7CnhXM2coSZIkSRq7JOjLUU3HU+yXeQMQdTZdW2fdwBDa15WPHwFeNNpjNkw4RxuUJEmSJKk6RQ9nU1dHtl1nRClJkiRJAooezr1j6OFsBxNOSZIkSeowfdnV7hCaYsIpSZIkSR0kCfZiwilJkiRJarFgJgd0LWp3GE0x4ZQkSZKkDpJAX3O3QWk7E05JkiRJ6iD7so8dT29odxhNMeGUJEmSpA6SOGmQJEmSJKkCxW1RTDglSZIkSS3mNZySJEkVyL5e+nd9ps76nXXX1/fs1gYlSROs6OHsjFSuM6KUJEmSJBUy6Et7OCVJkiRJLeakQZIkSaOwr281T+78VIMyTzKNaMmxntp5Lvv6nuCJBsccncNaWJckDW9azOCgGfPbHUZTTDglSZIkqYP0ZR9b9mxqdxhNMeGUJEmSpI4SDqmVJEmSJLVeJk4aJEmSJElqvQT6+k04JUnSFLenr5fe7Z8etHZOW2KRpP1FcR/O0Q+pjYhFwKXAPKAfWJ6Z50fEocAVwGJgFfCWzNxWZ/8zgI+WTz+RmZc0OqYJpyRJmlC79/by2Lbz2x2GJHWsBPaNbUhtH/D+zLw9ImYDt0XECuAdwPcz85yI+DDwYeBDtTuWSenHgCVlCLdFxNX1EtNandEPK0mSJEkqZNCX04YsDXfLXJeZt5ePdwH3AwuB04CB3spLgDfW2f01wIrM3FommSuAUxsd0x5OSZKkFnhy7xoe3Pb5YbbOmtBYJO3fims46w6pPTwiVtY8X56Zy+sVjIjFwIuBm4G5mbkOiqQ0Io6ss8tCYHXN895y3YhMOCVJkiSpg3TFDA494Ih6mzZn5pJG+0fEQcA3gPdl5s6IaOaw9Qplo51MOCVJkiSpg/RlHxue2jqmfSNiBkWyeVlmfrNcvSEi5pe9m/OBjXV27QWW1jzvAa5rdDwTTkmSpIo9vnctd2754hj3ntHSWCR1vrHehzOKrswLgfsz89yaTVcDZwDnlD+/VWf37wJ/GxGHlM9fDXyk0TFNOCVJ0qjt2rsOgNs2X9TmSCRp6klirLPUngy8Hbg7Iu4o151FkWheGRFnAr8E3gwQEUuAd2fmn2fm1oj4G+DWcr+PZ2bDblYTTkmSJEnqMH39TV13+QyZeQP1r8UEOKVO+ZXAn9c8vwgY1TeNJpySJEmS1EHGcR/OCWfCKUmSJEkdJDPo6zfhlCRJkiRVoN8eTkmSJElSq02fNp0juw9rdxhNaZhwRsQi4FJgHtAPLM/M8yPiUOAKYDGwCnhLZm6rLlRJkiRJ0t7+fax5sjNSr2Z6OPuA92fm7RExG7gtIlYA7wC+n5nnRMSHgQ8DH6ouVEmSNF5b9mzimrXfaHcYGoUtezZxre+ZpBqZ0L+/XMOZmeuAdeXjXRFxP7AQOA1YWha7BLgOE05JkjrK5j2buHrNVWPeLklqj305+tuitMOoruGMiMXAi4GbgbllMkpmrouIIxvt308//7rmX8cQpiRJkhrZvGez/2tJU0AS+08P54CIOAj4BvC+zNwZ0VxGHRHLgGUA8+fPH0uMI9q0ZzPf6L265fVKkiRJ0qSU+1kPZ0TMoEg2L8vMb5arN0TE/LJ3cz6wsd6+mbkcWA6wcNHCbEHMldu4ewtX/vKadochSZIkSUMk0N/fGQlnw37YKLoyLwTuz8xzazZdDZxRPj4D+Fbrw5MkSZIkDdbfH0OWyaiZHs6TgbcDd0fEHeW6s4BzgCsj4kzgl8Cbqwmx823YvYWvPnZtu8OQJEmStB/IDPpzP7mGMzNvAIZLl09pbTiSJE1N65/ayqWPfqfyfSRJnW/mtC4WHDin3WE0ZVSz1GryWP/UVi7xnwxJkiRpynm6fx+9T+xodxhNMeGUJEmSpA6Tk/SazcFMOPUr657aypceXtHSOm1gkiRJUoulCac0pax9chvLH/q/dbfNnOBYJEmStH9LIPvbHUVzTDiliq15chsXPPiDIesPbEMskiQNWPvkNr7w4PfHvH93C2ORNHqZY+vhjIiLgNcDGzPz+HLdFcBxZZE5wPbMPKHOvquAXcA+oC8zlzQ6ngmnKrXmyW1c8POhydZ4mKhJkiRpSsuAsQ+pvRj4HHDpr6rL/JOBxxHxKWCkGYlenpmbmz2YCackSZIkdZox9nBm5vURsbjetogI4C3AK8Yc1yAmnJIkjULvE9v57H3XjbueHS2qR5I09cyc1kXPrIOrqPr3gQ2Z+dAw2xP4XkQk8E+ZubxRhSac0jj0PrGdz9z7o3aH0VJVndOzW16jNDH2x99zSVLnG2aW2sMjYmXN8+XNJIU1Tge+NsL2kzNzbUQcCayIiAcy8/qRKjThlDpY7xPbOf+ezvhHuIpYK/leT5LUlJE+1/18lqr19L599O6qe5nl5mYm8qknIqYDfwz89nBlMnNt+XNjRFwFnAiYcGr/0vv4ds6/e8R2PWrt+MM4cB7+UR673se38+kWtwVJkqROEK2/D+crgQcys7fu8SJmAdMyc1f5+NXAxxtVOq21MUqSJEmSKpVAf52lCRHxNeBG4LiI6I2IM8tNb2XQcNqIWBAR15ZP5wI3RMSdwC3AtzPzO42OZw+nJEmSJHWaMfZwZubpw6x/R511a4HXlY8fAV402uOZcEpttnrXDs772Q3PWPd4nXWSJEnSgMh2R9AcE05JkiRJ6iRZLh3AhFOSauzp6+O8lT9paZ2HtLQ2SZKkGPOQ2olmwilJkiRJHWRmVxeLZnfGXc5NOCWpYqt37uC8W37a0jrtNR2bKt4LSZIm2t6+ffRu39nuMJpiwilJ6li9O3fw6ZtNICVJU4+TBkmSKtO7cwefvqm1idacltYmaSrr3bGDT9/Yus8oP5+kOryGU5IkSZLUcgnR3+4gmmPCKUmSJEkdxoRT6iC9O3Zw/g03Niy3q8lykiRJUqW8hlOS1El6t+/gMz9u7RcqnTFhuyRJncdJgyRJkiRJLRdewylJkiRJqsKMri4WHtwZ44hMOCVJHaF32w4++0OvoZamooHf/9ntDkSaJPbu28farTvbHUZTTDglSZIkqZMkThokSZIkSaqG13BKkiRJkqrRIQnntEYFIuKiiNgYEffUrDs7ItZExB3l8rpqw5QkSZIkAVDOUjt4mYya6eG8GPgccOmg9edl5j+0PCJJ0n5jzdYd/ON3mpvoZ9soykqSNNWN9T6cEXER8HpgY2YeX647G/hvwKay2FmZeW2dfU8Fzge6gC9l5jmNjtcw4czM6yNicZPxS5IkSWqh0Xx516xntbQ2tcXYezQvZgwdihHRBXweeBXQC9waEVdn5n0jHWw813C+JyL+DFgJvD8ztw0T2DJgGcD8+fPHcThJkiRp8luzZQcX/LsjNlSdmV1d9BwytvtwjqND8UTg4cx8BCAiLgdOAypJOC8A/oZiMt6/AT4FvLNewcxcDiwHWLhoYYdM3itJkiTtv9Zs2cEF17YuKT6wZTWpGXv79rF2S8vvw9moQ3EhsLrmeS/w0kaVNpw0qJ7M3JCZ+zKzH/giRbYrSZIkSZoI/XUWODwiVtYsy5qs7QLgucAJwDqKDsXBos66hh2KY+rhjIj5mbmufPpHwD0jlZckSZIktc4wkwZtzswlo60rMzf8qt6ILwLX1CnWCyyqed4DrG1Ud8OEMyK+BiylyJZ7gY8BSyPiBIqMdhXwrkb1SJIkSZJaIFt7G5QmOxRvBY6NiKOBNcBbgT9tVHczs9SeXmf1hY32kyRJkiRVY6wJ52g6FCNiAcXtT16XmX0R8R7guxS3RbkoM+9tdLzxzFIrSZIkSazdtIPlV/20pXXObGlt+5lkzLdFGU2HYmauBV5X8/xaYMj9OUdiwilJkiRJHSSAyM64AYgJpyRJkqastZt28MVvtLZnTpoIrbyGs0omnJIkSZLUQWZM72LBYc9udxhNMeGUJEmSpA6yd+8+1m3c2e4wmmLCKUmSJEkdZpj7cE46JpySJEmS1FGS6O+MjNOEU5IkSZI6SKSTBkmSJEmSKhL72h1Bc0w4JUmSJKmTZOfch3NauwOQJEmSpMF+9COIaN2yv4n+octkZA+nJEmSJHWQGdO7mH+E9+GUJEmSJLVYMHl7NAcz4ZQkSZKkDrJ37z7Wr9/R7jCaYsIpSZIkSZ3G+3BKkiRJklrO+3BKkiRJkqoS9nBKkiRJklou04RTkiRJklSRDkk4p7U7AEmSJElS8wZuizJ4aWrfiIsiYmNE3FOz7u8j4oGIuMgExj0AAA+nSURBVCsiroqIOcPsuyoi7o6IOyJiZTPHM+GUJEmSpA4yY3oX8+c+e8jSpIuBUwetWwEcn5kvBB4EPjLC/i/PzBMyc0kzB3NIrSRJkiR1kL1797F+7fYx7ZuZ10fE4kHrvlfz9CbgTWMObhB7OCVJkiSpk2QxS+3gpUXeCfz78EfmexFxW0Qsa6YyezglSZIkqaMk7KubYB4+6NrK5Zm5vNlaI+KvgD7gsmGKnJyZayPiSGBFRDyQmdePVKcJpyRJkiR1mMi6swRtbvbayiH1RZwBvB44JTPrZrOZubb8uTEirgJOBEZMOB1SK0mSJEmdJCl6OAcvYxQRpwIfAt6QmU8OU2ZWRMweeAy8GrinXtlaJpySJEmS1GHGeg1nRHwNuBE4LiJ6I+JM4HPAbIphsndExBfKsgsi4tpy17nADRFxJ3AL8O3M/E6j4zmkVpIkSZI6SSb0N3njzSG75ul1Vl84TNm1wOvKx48ALxrt8Uw4JUmSJKmDBLRyVtpKNUw4I+IiiotHN2bm8eW6Q4ErgMXAKuAtmbmtujAlSZI01a1ftZFLz76yubI0WXbWOIOS2mD6jC7mzp/T7jCa0sw1nBcDpw5a92Hg+5l5LPD98rkkSZIkqWJ9T/exYfWWIctk1DDhLO+rsnXQ6tOAS8rHlwBvbHFckiRJkqTh9PcPXSahsV7DOTcz1wFk5rryxp+SJEmSpKolkzbBHKzy26JExLKIWBkRK3Mc94aRJEmSJAEk7OsfukxCY004N0TEfIDy58bhCmbm8sxckplLoivGeDhJkiRJElD0cGb/0GUSGmvCeTVwRvn4DOBbrQlHkiRJkjSyzunhbOa2KF8DlgKHR0Qv8DHgHODKiDgT+CXw5iqDlCRJkiQVMiE75BrOhglnZp4+zKZTWhyLJEmSJKmBGTO7mLvwkKEbfjbxsTQy1llqJUmSJEltsPfpPjY8tqndYTTFhFOSJEmSOkkyaa/ZHMyEU5IkSZI6SpL9+9odRFNMOCVJkiSpk9jDKUmSJEmqRCZpwilJkiRJarUZM6cz96jDhm54ZOJjacSEU5IkSZI6yIbH13333Ov++vA6mzZPeDANmHBKkiRJUgfJzFPbHUOzprU7AEmSJEnS/smEU5IkSZJUCRNOSZIkSVIlTDglSZIkSZUw4ZQkSZIkVcKEU5IkSZJUCRNOSZIkSVIlTDglSZIkSZUw4ZQkSZIkVWJ6uwOYjBYcNJcjHzmoZfWt6jKvlyRJkjT1mHDW0dPTw9KlS1tW393bH2pZXZIkSZLUKSY04eyKLuY8NKeldUZXtLQ+SZIkSVJrTGzC2dXV0p5DgPt2/ryl9UmSJEmSWsOLCyVJkiRJlfAaTkmS1DFmdC/m+tt6hqw/8KD1XH/bvKbqmN7141aHJUkahgmnJEnqGK2Y2G/FnhtbE4wkqaEJHVLb3d09kYeTJEmSJLXRhCacs2bNmsjDSZIkSZLayEmDJEmSJEmVMOGUJEmSJFXChFOSJEmSVAlnqZUkSVPSAd1Hc+vtQ2+xMlaHzl7P2jvr35plWpcz40qamsaVcEbEKmAXsA/oy8wlrQhKkiRpsAO6j27JjPezD345N9++m2OO6eakk05qQWSNrX/ytgk5jiRNNq3o4Xx5Zm5uQT2SJGmKOqD7aG5p0NvYqgRxopJMSZJDaiVJ0iTQ09PD0qVL2x1GZRYfejLb7t49pn2nda1scTSSNHHGm3Am8L2ISOCfMnN5C2KSJEnar4ynV/WhXfe1MBJJmljjTThPzsy1EXEksCIiHsjM62sLRMQyYBnAUUcdNc7DSZIkSZI6xbhui5KZa8ufG4GrgBPrlFmemUsyc8kRRxwxnsNJkiRJkjrImBPOiJgVEbMHHgOvBu5pVWCSJEmSpM42niG1c4GrImKgnq9m5ndaEpUkSdovzOpezMN3PHP22a7pN7QpGknSRBtzwpmZjwAvamEskiRpP1Nv9tntT93UnmAkSROu42+L8pIjX8Tuh8c2zfhwWnFTaUmSJEma6jo+4fTmzZIkSZI0OY1rllpJkiRJkoZjwilJkiRJqoQJpyRJkiSpEiackiRJkqRKdPykQVI7LT74cHo2JesPnc+8NfV/nTZ3+b2OJGlizJs1jzkPzWmucFdUG4wkYcIpjUu9+8sNduuWRycmGEmaQIccuIgdT/eOad95hyzl0TufeUszb0nWGs38XRqwcssj1QYjSZhwqmLPefYR9KxrbQ/fDRX0GC4+7DB6+vY0LLd+7lzm1ZTzHyRJU1VPTw/Tntw0pn29pZkkTR0mnKrUaL5pbVZ3dze7t+xuXHA0dR5zjP8ASZIkSS1mwqmOs78khovnHE7Pln7WHzGXeTv6nrGt3rp61h82j3mbs6Vx3TDNa04lSZLUGiacUptU0fvbCjdvXNXuECRJkrSfMOHsUD2zj6TnsdZeP3jAIQuY1zujpXV6jaMkTW7zZs3n2Q8dMuz2noMX1d3e3d3Nb3T/DrvuGfkSB/8OjN9vHfESdj/Y3KUkvt6SJhsTzg41WXvHJEmdxb8nk9/+cimJpKnJi7UkSZIkSZWwh1Oq2O8vfD671w4dCuWwJ0mSJO3vTDgnwH+c91vsfrTFt/EwWekYDoWSJEnSVGXCOQFMOCRJ0mTzewtfUHcETrO8jZakZphwSpIkTUHj/UK8u7ub3ZvrJ6wmo5IGmHBKkqaMow89jJ4nnx7VPoP/cV588OH0bBx/LD/pas8/5HNnzeegBw/71XMv0dBYjZSw3rR69QRGImkyM+GUpFozW3svWk0uY7kFyM0bV427jrr1blrVsEwVvA2KJGkimXBKUo3nLlhIz+N7W1pnpwwtW3z4YfTs29PSOtcvmMu87ubqbFT2J216HV921PPYvenXwwbtEZQkqXkmnJKeYfA/161SRdK1eM7h9Gzpb2md3ccc0/KJvm5c0xlDyyZ7z1d3dze7dz+zbU5EMj9RE7/1zD6SnsdGl8yu64qKopEkqTVMOCU9Q1X/XI80ucSY66wgOazCy597LLufbO25rz9yLvN2j+5axEYme89dvff6pt7OSObredmi57F7Y03P6Rja853bHm51WJIktZQJp6QJ0QmJYVWm8rlreLYLSdJU0BkXFkmSJEmSOo49nJKkjrX0mGPZ/VTzw5Un+7BhSZL2NyackqSO5bBUSZImNxNOSZI61EvnH8/ux0Y3IZW9vOpkPccsoKfnyKbKzlzfz7x5jcuuWblhvGFJGsG4Es6IOBU4H+gCvpSZ57QkKkmS1JA9vJqslh577JDbGI3HwH14q7h90233de5s11InGHPCGRFdwOeBVwG9wK0RcXVm3teq4CRJktR5Wv1lyM2PVpcUnvyS1ibHALP3zmXegXtaVt9Po/XzfD5n7mH0PKt1Ma5fNJd5h7T2dl0/7nMw5v5gPO/iicDDmfkIQERcDpwGmHBKkiSpI3TCSIFbH259wl1Fb3GrdXffxJlnXtey+l7+8pZVpVEYT8K5EKht/b3AS8cXjiRJkvRML3t+0QvpNchTSyd8GaDGxpNwRp11OaRQxDJgGcBRRx01jsNJkiRpKjLxkDrXeAaE9wKLap73AGsHF8rM5Zm5JDOXHHHEEeM4nCRJkiSpk0TmkE7J5naMmA48CJwCrAFuBf40M+8dYZ9NwGNjOqDG4nBgc7uDkBqwnWqys41qsrONqhNMhnb6nMy0B2yCjXlIbWb2RcR7gO9S3BblopGSzXIf3+AJFBErM3NJu+OQRmI71WRnG9VkZxtVJ7CdTl3jmms4M68Frm1RLJIkSZKk/Ujrb+ojSZIkSRImnPu75e0OQGqC7VSTnW1Uk51tVJ3AdjpFjXnSIEmSJEmSRmIPpyRJkiSpEiacHSgi/kdE3BsR90TE1yKiOyKOjoibI+KhiLgiImaWZQ8onz9cbl9cU89HyvU/j4jXtOt8tP+JiDkR8fWIeCAi7o+I34mIQyNiRdlGV0TEIWXZiIjPlG3xroh4SU09Z5TlH4qIM9p3RtofRURXRPwsIq4pn/s5qkkjIhZFxA/Lz9B7I+K95Xo/S9VRIuLU8jPy4Yj4cLvj0cQz4ewwEbEQ+P+BJZl5PMUtad4K/B1wXmYeC2wDzix3ORPYlpnHAOeV5YiIF5T7/SZwKvCPEdE1keei/dr5wHcy83nAi4D7gQ8D3y/b6PfL5wCvBY4tl2XABVD8UwV8DHgpcCLwsYF/rKQWeS9F2xzg56gmkz7g/Zn5fOAk4C/KNudnqTpG+Zn4eYr2+QLg9LIdawox4exM04EDI2I68CxgHfAK4Ovl9kuAN5aPTyufU24/JSKiXH95Zu7JzEeBhyn+EEnjEhHPBv4TcCFAZj6dmdt5Zlsc3EYvzcJNwJyImA+8BliRmVszcxuwguKfemncIqIH+APgS+XzwM9RTSKZuS4zby8f76L4cmQhfpaqs5wIPJyZj2Tm08DlFG1VU4gJZ4fJzDXAPwC/pEg0dwC3Adszs68s1kvxR4ny5+py376y/GG16+vsI43HbwCbgC+XwxW/FBGzgLmZuQ6Kf6SAI8vyw7VF26iq9Gngg0B/+fww/BzVJFUO434xcDN+lqqz2P5kwtlpymEwpwFHAwuAWRTDFAYbmH44htk23HppvKYDLwEuyMwXA0/w6yFf9dhGNaEi4vXAxsy8rXZ1naJ+jqrtIuIg4BvA+zJz50hF66yznardbH8y4exArwQezcxNmbkX+CbwuxRDZ6aXZXqAteXjXmARQLn9YGBr7fo6+0jj0Qv0ZubN5fOvUySgG8rhXZQ/N9aUr9cWbaOqysnAGyJiFcXwrldQ9Hj6OapJJSJmUCSbl2XmN8vVfpaqk9j+ZMLZgX4JnBQRzyqvIToFuA/4IfCmsswZwLfKx1eXzym3/yCLm69eDby1nH3xaIpJBm6ZoHPQfiwz1wOrI+K4ctVAG61ti4Pb6J+VMyyeBOwoh4l9F3h1RBxS9uy/ulwnjUtmfiQzezJzMcWkPz/IzLfh56gmkfJv/IXA/Zl5bs0mP0vVSW4Fji1nAZ9J8Zl7dZtj0gSb3riIJpPMvDkivg7cTjGD3c+A5cC3gcsj4hPlugvLXS4EvhIRD1N8I//Wsp57I+JKikSgD/iLzNw3oSej/dlfApeVf1weAf4rxRdcV0bEmRRfnLy5LHst8DqKCVeeLMuSmVsj4m8o/lgBfDwzt07cKWgK+hB+jmryOBl4O3B3RNxRrjsLOAc/S9UhMrMvIt5D8SVHF3BRZt7b5rA0waL4klaSJEmSpNZySK0kSZIkqRImnJIkSZKkSphwSpIkSZIqYcIpSZIkSaqECackSZIkqRImnJIkSZKkSphwSpIkSZIqYcIpSZIkSarE/wMprPC/zt3zOwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the vertices for cross-section lines in a shapefile\n", + "fpth = os.path.join(loadpth, 'gis', 'cross_section_rotate14')\n", + "line = flopy.plot.plotutil.shapefile_get_vertices(fpth)\n", + "\n", + "# Set up the figure\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "ax.set_title(\"plot_array() along an arbitrary cross-sectional line\")\n", + "\n", + "# plot head values along the cross sectional line\n", + "xsect = flopy.plot.PlotCrossSection(model=ml, line={'line': line[0]}, geographic_coords=True)\n", + "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", + "patches = xsect.plot_ibound(head=head)\n", + "linecollection = xsect.plot_grid(lw=0.5)\n", + "cb = fig.colorbar(csa, ax=ax, shrink=0.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plotting Cross Sections with MODFLOW-6 models\n", + "\n", + "`PlotCrossSection` has support for MODFLOW-6 models and operates in the same fashion for Structured Grids, Vertex Grids, and Unstructured Grids. Here is a short example on how to plot with MODFLOW-6 structured grids using a version of the Freyberg model created for MODFLOW-6|" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loading simulation...\n", + " loading simulation name file...\n", + " loading tdis package...\n", + " loading model gwf6...\n", + " loading package dis...\n", + " loading package ic...\n", + "WARNING: Block \"options\" is not a valid block name for file type ic.\n", + " loading package oc...\n", + " loading package npf...\n", + " loading package sto...\n", + " loading package chd...\n", + " loading package riv...\n", + " loading package wel...\n", + " loading package rch...\n", + " loading ims package gwf_1...\n", + "writing simulation...\n", + " writing simulation name file...\n", + " writing simulation tdis package...\n", + " writing ims package gwf_1...\n", + " writing model gwf_1...\n", + " writing model name file...\n", + " writing package dis...\n", + " writing package ic...\n", + " writing package oc...\n", + " writing package npf...\n", + " writing package sto...\n", + " writing package chd_0...\n", + " writing package riv_0...\n", + " writing package wel_0...\n", + " writing package rch_0...\n", + "FloPy is using the following executable to run the model: .\\mf6.exe\n", + " MODFLOW 6\n", + " U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL\n", + " VERSION mf6.0.2 February 23, 2018\n", + "\n", + " MODFLOW 6 compiled Feb 21 2018 10:49:51 with IFORT compiler (ver. 18.0.1)\n", + "\n", + "This software has been approved for release by the U.S. Geological \n", + "Survey (USGS). Although the software has been subjected to rigorous \n", + "review, the USGS reserves the right to update the software as needed \n", + "pursuant to further analysis and review. No warranty, expressed or \n", + "implied, is made by the USGS or the U.S. Government as to the \n", + "functionality of the software and related material nor shall the \n", + "fact of release constitute any such warranty. Furthermore, the \n", + "software is released on condition that neither the USGS nor the U.S. \n", + "Government shall be held liable for any damages resulting from its \n", + "authorized or unauthorized use. Also refer to the USGS Water \n", + "Resources Software User Rights Notice for complete use, copyright, \n", + "and distribution information.\n", + "\n", + " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:01\n", + "\n", + " Writing simulation list file: mfsim.lst\n", + " Using Simulation name file: mfsim.nam\n", + " Solving: Stress period: 1 Time step: 1\n", + " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:01\n", + " Elapsed run time: 0.106 Seconds\n", + "\n", + " Normal termination of simulation.\n", + "Output file located: freyberg.hds\n", + "Output file located: freyberg.cbc\n" + ] + } + ], + "source": [ + "# load the Freyberg model into mf6-flopy and run the simulation\n", + "sim_name = 'mfsim.nam'\n", + "sim_path = os.path.join(\"..\", \"data\", \"mf6-freyberg\")\n", + "sim = flopy.mf6.MFSimulation.load(sim_name=sim_name, version=vmf6, exe_name=exe_name_mf6, \n", + " sim_ws=sim_path)\n", + "\n", + "newpth = os.path.join('data')\n", + "sim.set_sim_path(newpth)\n", + "sim.write_simulation()\n", + "success, buff = sim.run_simulation()\n", + "if not success:\n", + " print ('Something bad happened.')\n", + "files = ['freyberg.hds', 'freyberg.cbc']\n", + "for f in files:\n", + " if os.path.isfile(os.path.join(modelpth, f)):\n", + " msg = 'Output file located: {}'.format(f)\n", + " print (msg)\n", + " else:\n", + " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", + " print (errmsg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting boundary conditions and arrays\n", + "\n", + "This works the same as modflow-2005, however the simulation object can host a number of modflow-6 models so we need to grab a model before attempting to plot with `PlotCrossSection`" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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SJEmSesBwJkmSJEk9MGk4S7J1ku8k+e8kFyd5Q5u+T5JzkvwoySeSLJ396kqSJEnS/DSVlrM7gYOq6pHA/sChSQ4E3g68u6r2BW4Fjpq9akqSJEnS/DZpOKvOHe3pkvYo4CDg9Db9ZODwWamhJEmSJC0AU7rmLMmiJBcANwBnAT8GVlfVurbINcAe46x7dJJzk5y7du3aYdRZkiRJkuadKYWzqlpfVfsDewIHAA8Za7Fx1j2hqpZX1fIlS5ZMv6aSJEmSNI9t0miNVbUa+CpwILBjksVt1p7AdcOtmiRJkiQtHFMZrXHXJDu2v+8JHAxcAnwFeGZb7AjgM7NVSUmSJEma7xZPvgi7AScnWUQX5k6rqs8l+QFwapI3A98DPjSL9ZQkSZKkeW3ScFZVFwKPGmP65XTXn0mSJEmSZmiTrjmTJEmSJM0Ow5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6YNJwlmSvJF9JckmSi5O8rE0/Lsm1SS5oj8Nmv7qSJEmSND8tnsIy64BXVtX5SbYHzktyVpv37qp65+xVT5IkSZIWhknDWVWtBFa2v29Pcgmwx2xXTJIkSZIWkk265izJ/YFHAee0ScckuTDJiUl2Gmedo5Ocm+TctWvXzqiykiRJkjRfTTmcJdkO+CTw8qr6KfAB4IHA/nQta3831npVdUJVLa+q5UuWLBlClSVJkiRp/plSOEuyhC6YfayqPgVQVddX1fqq2gB8EDhg9qopSZIkSfPbVEZrDPAh4JKqetfA9N0GFnsGcNHwqydJkiRJC8NURmv8LeCFwPeTXNCmvQZ4bpL9gQKuBP50VmooSZIkSQvAVEZrPBvIGLPOHH51JEmSJGlh2qTRGiVJkiRJs8NwJkmSJEk9YDiTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9YDiTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9YDiTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9MGk4S7JXkq8kuSTJxUle1qbfO8lZSX7U/t1p9qsrSZIkSfPTVFrO1gGvrKqHAAcCL03yUOBY4EtVtS/wpfZckiRJkjQNk4azqlpZVee3v28HLgH2AJ4OnNwWOxk4fLYqKUmSJEnz3SZdc5bk/sCjgHOA+1bVSugCHHCfcdY5Osm5Sc5du3btzGorSZIkSfPUlMNZku2ATwIvr6qfTnW9qjqhqpZX1fIlS5ZMp46SJEmSNO9NKZwlWUIXzD5WVZ9qk69Pslubvxtww+xUUZIkSZLmv6mM1hjgQ8AlVfWugVlnAEe0v48APjP86kmSJEnSwrB4Csv8FvBC4PtJLmjTXgMcD5yW5CjgKuBZs1NFSZIkSZr/Jg1nVXU2kHFmP3G41ZEkSZKkhWmTRmuUJEmSJM0Ow5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcWz3UFFoo1a9Zw0kknDbW8pUuXDq08SZIkSXPLlrPNYNmyZUMPUkuXLmXZsmVDLVOSJEnS3LHlbDNZtmwZK1asGFp5w2yFkyRJkjT3Jm05S3JikhuSXDQw7bgk1ya5oD0Om91qSpIkSdL8NpVujScBh44x/d1VtX97nDncakmSJEnSwjJpOKuqrwO3bIa6SJIkSdKCNZMBQY5JcmHr9rjTeAslOTrJuUnOXbt27Qw2J0mSJEnz13QHBPkA8Cag2r9/B/zxWAtW1QnACQD77LNPTXN72ky2hCH/Z6OOkiRJ0lybVstZVV1fVeuragPwQeCA4VZLc2FLGPJ/tuq4atWqoZYpSZIkbapptZwl2a2qVranzwAummj5EWvXru19q8xCtyUM+T8bdbz00kuHVp4kSZI0HZOGsyQfB54A7JLkGuD1wBOS7E/XrfFK4E+nsrElS5ZMu6Jjma0bMQ+729yqVau8YbQkSZKkCU0azqrquWNM/tB0NrbzzjtvEa0yw+7iNuyWHkmSJEnzz3QHBJnXDFOSJEmSNrctPpytWrXKLoiSJEmStnhbdDhbsWLF0Ls2bkmtZgZTSZIkaf7YosMZsMUEqWFb6MFUkiRJmm+2+HC2kBmkJEmSpPljWjehliRJkiQNl+FMkiRJknrAcCZJkiRJPWA4kyRJkqQeMJxJkiRJUg8YziRJkiSpBwxnkiRJktQDhjNJkiRJ6gHDmSRJkiT1gOFMkiRJknrAcCZJkiRJPWA4kyRJkqQeWDzXFdD8t2rVKk466aShlbVs2bKhlCVJkiT1iS1nmlUrVqwYaphatmwZK1asGFp5kiRJUl/YcqZZZ5iSpLm3Zs2aofViGClv6dKlQytPkmTLmSRJ896qVauGHqSWLl1qN3NJGjJbziRJWgCG3S18mK1wkqSOLWeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9MGk4S3JikhuSXDQw7d5Jzkryo/bvTrNbTUmSJEma36bScnYScOioaccCX6qqfYEvteeSJEmSpGmaNJxV1deBW0ZNfjpwcvv7ZODwIddLkiRJkhaU6V5zdt+qWgnQ/r3PeAsmOTrJuUnOvfHGG6e5OUmSJEma32Z9QJCqOqGqllfV8l133XW2NydJkiRJW6TphrPrk+wG0P69YXhVkiRJkqSFZ7rh7AzgiPb3EcBnhlMdSZIkSVqYpjKU/seBbwH7JbkmyVHA8cDvJfkR8HvtuSRJkiRpmhZPtkBVPXecWU8ccl0kSZIkacGa9QFBJEmSJEmTM5xJkiRJUg8YziRJkiSpBwxnkiRJktQDhjNJkiRJ6gHDmSRJkiT1gOFMkiRJknrAcCZJkiRJPWA4kyRJkqQeMJxJkiRJUg8YziRJkiSpBwxnkiRJktQDi+e6ApIkSdpyrFmzhpNOOmmo5S1dunRo5UlbMlvOJEmSNCXLli0bepBaunQpy5YtG2qZ0pbKljNJkiRN2bJly1ixYsXQyhtmK5w0bMNuKV61atWE8w1nkiRJm2hWuvZttWho5Wn47M658CxbtmzSMDWdMidiOJMkSdoEs3HCtnTpUpZtve1Qy9TwzNp7bnfO3ht2SzHAkUceOe48w5kkSdImmpWufatvH1p5Gm5L16pVq+zOOWS2RI7NcCZJktQDq+74KSd971tDK2/N+nUsXbwwu0oOu6VrNlpPFjJbIsdnOJMkSZpjK1asGHpLytJf/myLOVldtWrV0AddMFANz2wMimFL5NgMZ5IkST0w7CCxpZyszkYwNZgNz2wNiuH7MzbDmSRJmtdm61d/DY8n6v1mmNp8vAm1JEmat2bjpsmeqEqaLbacSZKkec0wJWlLYcuZJEmSJPWA4UySJEmSemBG3RqTXAncDqwH1lXV8mFUSpIk9d+whz+fLzeR7ZPZGqJe0uwYxjVnv1tVNw2hHEmStIWYlftyzZObyPaFQ9RroZkPP0Y4IIgkSZqWhXpfri2JQarfbH0envnyY8RMw1kB/5mkgH+uqhNGL5DkaOBogL333nuGm5MkSZK2fLPV+gzD/aFjS+rKOh9+jJhpOPutqrouyX2As5L8sKq+PrhAC2wnACxfvrxmuD1JkiRpXpiNMDEfWo8WshmFs6q6rv17Q5JPAwcAX594LUmSJEmzwSC1ZZv2UPpJtk2y/cjfwO8DFw2rYpIkSZK0kMyk5ey+wKeTjJRzSlX9v6HUSpIkSZIWmGmHs6q6HHjkEOsiSZIWuPkwFLYkTde0uzVKkiQN04oVK4YepBzMQNKWxPucSZKk3jBISVrIbDmTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9YDiTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9YDiTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9MKNwluTQJJcmuSzJscOqlCRJkiQtNNMOZ0kWAe8HngQ8FHhukocOq2KSJEmStJCkqqa3YvIY4LiqOqQ9fzVAVb1tvHWWL19e55577rS2J82Wk046iUsvvZRVq1YNrcy9994bgKuuusoyLdMye1LmllDH2Spz2bJl7LfffqxYsWJoZUqSpifJeVW1fKx5i2dQ7h7A1QPPrwF+c4yNHw0c3Z7emeSiGWxTmi27ADfNdSWkcXh8aiiOPPLIYRfpsak+8/hUX91vvBkzCWcZY9qvNMNV1QnACQBJzh0vJUpzyWNTfebxqb7y2FSfeXxqSzSTAUGuAfYaeL4ncN3MqiNJkiRJC9NMwtl3gX2T7JNkKfAc4IzhVEuSJEmSFpZpd2usqnVJjgH+A1gEnFhVF0+y2gnT3Z40yzw21Wcen+orj031mcentjjTHq1RkiRJkjQ8M7oJtSRJkiRpOAxnkiRJktQDmyWcJTk0yaVJLkty7ObYppRkryRfSXJJkouTvKxNv3eSs5L8qP27U5ueJO9tx+mFSR49UNYRbfkfJTlirvZJ80uSRUm+l+Rz7fk+Sc5px9kn2mBLJLlHe35Zm3//gTJe3aZfmuSQudkTzSdJdkxyepIftu/Px/i9qb5I8pft/+kXJfl4kq397tR8MuvhLMki4P3Ak4CHAs9N8tDZ3q4ErANeWVUPAQ4EXtqOvWOBL1XVvsCX2nPojtF92+No4APQhTng9XQ3WT8AeP3IiYk0Qy8DLhl4/nbg3e3YvBU4qk0/Cri1qh4EvLstRzuenwM8DDgU+Mf2nSvNxN8D/6+q/hfwSLpj1O9NzbkkewB/ASyvqofTDUj3HPzu1DyyOVrODgAuq6rLq2oNcCrw9M2wXS1wVbWyqs5vf99Od4KxB93xd3Jb7GTg8Pb304EPV+fbwI5JdgMOAc6qqluq6lbgLLovc2nakuwJPBn4l/Y8wEHA6W2R0cfmyDF7OvDEtvzTgVOr6s6qugK4jO47V5qWJPcCfgf4EEBVramq1fi9qf5YDNwzyWJgG2AlfndqHtkc4WwP4OqB59e0adJm07oyPAo4B7hvVa2ELsAB92mLjXesegxrNrwHeBWwoT3fGVhdVeva88Hj7K5jsM2/rS3vsalhewBwI/CvrcvtvyTZFr831QNVdS3wTuAqulB2G3AefndqHtkc4SxjTHP8fm02SbYDPgm8vKp+OtGiY0yrCaZL05LkKcANVXXe4OQxFq1J5nlsatgWA48GPlBVjwJ+xt1dGMfisanNpnWNfTqwD7A7sC1d19rR/O7UFmtzhLNrgL0Gnu8JXLcZtiuRZAldMPtYVX2qTb6+dbuh/XtDmz7eseoxrGH7LeBpSa6k6+p9EF1L2o6tqw5sfJzddQy2+TsAt+CxqeG7Brimqs5pz0+nC2t+b6oPDgauqKobq2ot8CngsfjdqXlkc4Sz7wL7tpF0ltJdgHnGZtiuFrjWr/xDwCVV9a6BWWcAIyOHHQF8ZmD6i9roYwcCt7XuO/8B/H6Sndqvdr/fpknTUlWvrqo9q+r+dN+JX66q5+CARjcAACAASURBVANfAZ7ZFht9bI4cs89sy1eb/pw2Itk+dIMyfGcz7YbmoapaBVydZL826YnAD/B7U/1wFXBgkm3a/+NHjk+/OzVvLJ58kZmpqnVJjqH7Ul4EnFhVF8/2diW61okXAt9PckGb9hrgeOC0JEfRfdE/q807EziM7sLgnwNHAlTVLUneRPdDA8Abq+qWzbMLWmD+Bjg1yZuB79EGZWj/fiTJZXS/+j4HoKouTnIa3cnJOuClVbV+81db88yfAx9rP6heTvdduBV+b2qOVdU5SU4Hzqf7zvsecALwefzu1DyR7gcESZIkSdJc2iw3oZYkSZIkTcxwJkmSJEk9YDiTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9YDiTJEmSpB4wnEmSJElSDxjOJEmSJKkHDGeSJEmS1AOGM0mSJEnqAcOZJEmSJPWA4UySJEmSesBwJkmSJEk9YDjTgpTkCUmumet6aNMk+ackf9vX7Sc5LslHN2edxqjDF5IcMZd1GC1JJXnQOPO+muRPhrSdoZU1RtkbfWckuTjJE2ZjWzM1W8dhkt9OcukUl+3dcShJWwLDmbZoSZ6X5NwkdyRZ2U4IHjfX9dpUSV6W5IokP0tySZIHT7Dsg5P8W5KbktyW5MIkr0iyaHPWeVSdHpbkP5PcmmR1kvOSHDbDMlckOXtwWlW9pKreNLPaTt/g9ocR8McKLTM9sa6qJ1XVyTOp10T8YaNTVQ+rqq/OdT1m0+jjs6q+UVX7TWXdweNwrM+yJGlshjNtsZK8AngP8FbgvsDewD8CT5/Lem2q9kv/UcCTge2ApwA3jbPsA4FzgKuBX6uqHYBnAcuB7cdYfvEsVXu0zwJn0b0P9wH+AvjpZtq2gHT8Th/HZvwsSJI0bf6PXFukJDsAbwReWlWfqqqfVdXaqvpsVf11W+YeSd6T5Lr2eE+Se4xT3ka/ECc5Kcmb299PSHJNklcluaG10B2e5LAk/5PkliSvGVj3uCSnJflwkttb96fl42x3K+D1wF9W1Q+q8+OqumWcXX8D8M2qekVVrQSoqkur6nlVtTrJ/du+HJXkKuDLbTtPa/VY3bp+PWSgDn+T5NpW10uTPLFNP6C1Sv40yfVJ3jXOPuwC7AN8sKrWtMd/VdXZA8s8JckFbfvfTPKIgXl7JflUkhuT3Jzkfa1+/wQ8prWKrh79vrTnL05yWXsPzkiy+6j39CVJftRa9N6fJGPUf+skv2j7QZLXJlmX5F7t+ZuTvGdw+0m2Bb4A7N7qd8fAtpdO5b2fqiSPTfLddK2k303y2IF5X03yliT/BfwceEAGuvYl+e+B+t3RXpMntHkTHRNXJvmrdK2ytyX5RHudxtzvdqx8q5W1sr2HSzdhN++X5L/aa/afA+/F55P8+ajX48Ikh7e/fy/JD1sd3wdkYLkVrcx3J7kFOC7JA5N8uR1nNyX5WJIdB9YZ93tgjPflyiQHt78XJXlNkh+3fTgvyV7jrPe49hlYneTqJCva9B3acXNjkp+043CrgX05O8k727F8RZInDZS5T5KvtW2fBewyMO9XWjqnUvckX2+LjxxDfzRYVpJjk5w+qty/T/Le9vdXk/xJxvgsJ/mNdN8piwfW/cMkF4z1mknSQmI405bqMcDWwKcnWOb/AAcC+wOPBA4AXjvN7S1r29sDeB3wQeAFwK8Dvw28LskDBpZ/GnAqsCNwBvC+ccrdsz0e3k7UrkjyhozfAnIwcPo48wY9HngIcEi6LpIfB14O7AqcCXw2ydIk+wHHAL9RVdsDhwBXtjL+Hvj7qroX8EDgtHG2dTNwGfDRdKH1voMzkzwaOBH4U2Bn4J+BM9KF50XA54CfAPene31PrapLgJcA36qq7apqR0ZJchDwNuDZwG6tjFNHLfYU4Dfo3v9nt/3bSFX9Evhue80AfqeV9VsDz782ap2fAU8Crmv1266qrmuzp/reTyrJvYHPA++le+3eBXw+yc4Di70QOJqu5fQno+r5yJH6Aa8ALgXOn+iYGFj92cChdMH7EcCKCfZ7PfCXdKHgMcATgT/bhF19HnAkXavrUuCv2vST6T5nI6/HI+mOkTNbgPsk3Wd6F+DH3P2ejfhN4PJW7lvowtvbgN3pPh97AcdtQj3H8wrgucBhwL2AP6YLyxtJsjdduP0Hutd9f2AkkPwDsAPwALpj8UV0r8ngvlxKt6/vAD6U3PVjwynAeW3em4BNudZrzLpX1e+0+SPH0CdGrfdx4LDc/SPGIrpj5pTBhcb6LFfVd+m+N35vYNEXAB/ZhHpL0rxkONOWamfgpqpaN8EyzwfeWFU3VNWNdK1OL5zm9tYCb6mqtXQn3rvQBZfbq+pi4GK6E9gRZ1fVmVW1nu6E45HjlLtn+/f3gV8DfpfuROmocZbfGVg5hfoe11oTfwH8EfD5qjqr1f+dwD2Bx9KdVN8DeGiSJVV1ZVX9eGCfH5Rkl6q6o6q+PdaGqqpava8E/g5YmeTrSfZti7wY+OeqOqeq1rfrUO6kC84H0J0o/3Wr7y8HW9wm8XzgxKo6v6ruBF5N9+v8/QeWOb6qVlfVVcBX6E6Gx/I14PHtl/xH0IWhxyfZmi7cfWOKdYKpv/cjzm+tCavTtRAeOzDvycCPquojVbWuqj4O/BB46sAyJ1XVxW3+2rE2kO46zDcDT6uqnzLxMTHivVV1XWvF/Szjv3ZU1XlV9e1WhyvpAvjjx1t+DP9aVf/TjtfTBrb1GWDfgWPphcAnqmoNXZj4QVWd3vbhPcCqUeVeV1X/0Or1i6q6rO3zne074V2bWM/x/Anw2taKXVX131V18xjLPR/4YlV9vLX031xVF7Rg80fAq9t3ypV0n6XB76ufVNUH23F1Mt0PEvdtge83gL9t+/V1uvdr2HXfSFX9BDgfOLxNOogu1I35PTGGu4J3+xHiEEYFO0laiAxn2lLdDOySia8j2Z2NWxJ+0qZNa3vtpAjgF+3f6wfm/4LuerERgyeJPwe2HqeuI2W9o4WIK+lObMcbTONmupOyyVw98PdGr0NVbWjz96iqy+haT44Dbkhyau7unncU8GDgh+m60z0F7hqxcKRL22tamddU1TFV9UDgfsDPgA+3cu4HvHJUANmr1WsvupPOiUL2eEbv1x10r88eA8uMfh8G36NBXwOeADwa+D7d9XOPpwuQl1XVmNcAjmOq7/2IR7fWhB1bC+HxA/NGH8O054P7eDUTaN3rTgOOqKr/GavcwWNigv0Y77UbGaTmc0lWJfkp3XWgu4y3/BjG3FYL3acBL2ityc/l7taV3RnY9/YjwejXYqPnSe7TjvFrWz0/uon1HM9edC13011uF7oWw9HfV2O+H1U10iq3Hd3rcGtr1Rxcd6qmWvexnEL3nkDX+rkp4eqjwFOTbEfX4vaNal21JWkhM5xpS/Ut4Jfc/avtWK6jCwYj9m7TxvJzYJuB58tmVLupuxRYA9QUl/8i8IdTWG6wvI1eh9YVai/gWoCqOqWqHteWKeDtbfqPquq5dF3C3g6cnmTb6kYsHOnS9tZf2XDV1cD7gYe3SVfTtTruOPDYprUCXQ3sPU54mew1Gb1f29K1LF47yXpj+SawH/AM4GtV9QO64+XJjOrSuAn1G4bRxzB09Rrcx3HrkeSewL8D76mqL4xX7uhjYhJjbe8DdC16+1bXDfY1DFz/NUMn07U4PZGuZeZbbfpKujoDG+3DRHV9W5v2iFbPF4yq53S/B66m6/o73eVuomupHv19NZX3YyWwUzv+B9cd8TMG9qm10u06hTpNxb8BT0iyJ91nZ7xw9ivHTFVdS/c9/gy6FkK7NEoShjNtoarqNrprv97frnPaJsmSJE9K8o622MeB1ybZtV2f8jq6X2vHcgHwvHZx/KEMp6vTpNov4J8AXpVk+3aS82K667DG8nrgsUn+b5JlAEkelOSjGRjYYJTTgCcneWKSJcAr6boVfjPJfkkOSjdQyi/pWvLWt3JfkGTX1qqyupW1fnThSXZq18k9KMlW7bX+Y2Cke9MHgZck+c10tk3y5CTbA9+hO7k8vk3fOsnIdUPXA3tm/IElTgGOTLJ/q/9bgXNa6+Mmae/DecBLuTuMfZPuOrnxwtn1wM7pBqeZLWcCD053y4jFSf4IeCjjHx+jnQj8sKreMWr6uMfEFMoca7+3pxud844k/wv431Os36RaGNtA181v8AT+88DDkvxBC/d/weRhanvgDmB1kj2Avx41f7rfA/8CvCnJvu0Yf8So6wJHfAw4OMmz2/u5c5L9W6v8acBb2vfA/eiuBZv0lgqte+G5wBvSXUf6ODbu9vo/dK23T27v9WvpujJPpe7X010DN962bwS+CvwrcEV115eNZbzP8oeBV9F16Z7o+mFJWjAMZ9piVdW76E5gXgvcSPcL8DF0LQXQXWNzLnAhXVe189u0sbyM7oRmNd2v9P8+znKz4Ri6E8br6H5JPoXupPpXtOvBHkM3eMbFSW6jGxThXOD2cda5lK6F4B/ofqF/KvDUdt3OPei60d1E123qPnStHtANBnFxkjvoBgd5TnWDZ4y2ptXni3Qn6BfRneivaNs/ly5wvg+4lW7wkJF561t9HgRcBVxDd+0NdCNNXgysSvIr3Qqr6kvA37b9X0n36/9zxnoNpuhrwBK6wDjyfHvg62MtXFU/pPsB4PLWXXO6XWbH1a79eQpdeLqZ7kT2KZvQzfI5wDOy8YiNvz3JMTFZncba77+i69Z2O10YHz14xEx9mO4E/q6w0l6DZ9EdvzcD+wL/NUk5b6DrunobXbj71Kj50/0eeBdduPpPus/Ah+iu4dtIu/bxMLr38xa6MDhyTeKf07VyXQ6czQTfA2N4Ht2AIbfQ/YAz0qV45IesP6MLYde2bQyO3jhR3Y8DTm7v87PH2fYpdAMVTdSlcbzP8qfpWgs/PapbpiQtWOm66UuS1E9JXgQc3brfah5J8mPgT6vqi3NdF0nqA1vOJEm9lWQbupafE+a6LhquJH9Idz3al+e6LpLUF5OGs3YNyHfS3cz04iRvaNNPSndPpgvaY9xhliVJ2lRJDqHrsnw9DrM+ryT5Kt1AMi9t17VKkphCt8Y2Ata2VXVHu5j4bLp++S8BPldVU7khriRJkiRpAhPdewe4694xd7SnS9rDC9UkSZIkaYimNCBIuy/KeXQjqr2/qv4myUl0o8bdCXwJOLbdMHT0ukcDRwNsc897/vp9dh33PqaTWrOuy5KLF6+d1vrr1i2hZrD+SBkZQhkMoYwqqMXT6w2SdV2P1lo8/ZyddYHA4sXTuX9wZ926xVCwZs2kg8SNa+nSbnTm6ZYx0/XnUxl9qENfyuhDHYZRRh/qcFcZGcJ3Z03/eyvruluabZjB995WQyxj/aJpF8GidlOLddMsY/EM19+ojJr+Le0Wp3sd1241/TKWbOjKmO57MvJ+DKMOwyhjKO/JNEcUGDmlGE4dZnBctNeCaZ7jALB+K1Zet/Kmqtp18oWl/tik0RrbfZQ+TTfk7810Q28vpbtQ+8dV9caJ1t/nfvepH58z3q2YJveOf30WG6o4/IUnT2v9f//IERTwtBd+eNJlx3PGR17EVsARR5w07TJOPnkFBTzrRdMv498+vII7azE3Punyaa2/6xceQBF+8nvXTL7wOO531p7cI+s4+PnTvxTkix97HnfcvoHjjz9+2mUce+yxANMuY6brz6cy+lCHvpTRhzoMo4w+1GGkjO22D095wfTvNfy5j76QNbWY6w+9Ylrr3/f/7cOGCuf/zq3TrsOjv74TCVx60PXTLmO/L9+XqvDtx9027TIOPHsHNlQ4/WHTOwF+5sUFFJ/df/onv0+9YCuyLpx5/b2mXcZh9/0pGxbBKXv9yp0Hpux5V/+CxVtt4Pu/O9U7TGzs176yC+s2bMXH9px+HZ5/zS8A+Nju20yy5ARlXPdzEvjkNN9TgD+8uDun+8R+00tXf3Rpl6w+9fBpV4E/uAgoOOUB492icnLPu3wNSxatZ+1TL5p2GYu/8UDeeMw7z6uq5dMuRJoDm/TbSlWtprvh5KFVtbI6d9LdgPKAWaifJEmSJC0IUxmtcdfWYkaSe9LdbPKHSXZr0wIcTnfjWUmSJEnSNEw6IAiwG3Byu+5sK+C0qvpcki8n2RUIcAHd6I2SJEmSpGmYymiNFwKPGmP6QbNSI0mSJElagKY5no8kSZIkaZgMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcMZ5IkSZLUA4YzSZIkSeoBw5kkSZIk9YDhTJIkSZJ6wHAmSZIkST1gOJMkSZKkHjCcSZIkSVIPGM4kSZIkqQcWz3UFJEmSpIXokN/dtm6+Zf2ky5134Z3/UVWHboYqaY5NGs6SbA18HbhHW/70qnp9kn2AU4F7A+cDL6yqNbNZWUmSJGm+uOmW9ZzzH3tOutyS3X68y2aojnpgKt0a7wQOqqpHAvsDhyY5EHg78O6q2he4FThq9qopSZIkzS9FsbbWT/rQwjFpOKvOHe3pkvYo4CDg9Db9ZODwWamhJEmSNE9tmMJ/WjimNCBIkkVJLgBuAM4Cfgysrqp1bZFrgD3GWffoJOcmOXfNuhpGnSVJkqQtXtdytmHShxaOKYWzqlpfVfsDewIHAA8Za7Fx1j2hqpZX1fKlizP9mkqSJEnzSAHrqUkfWjg2abTGqlqd5KvAgcCOSRa31rM9getmoX6SJEnSvLXB8KUBk7acJdk1yY7t73sCBwOXAF8BntkWOwL4zGxVUpIkSZpvClhbNelDC8dUWs52A05OsoguzJ1WVZ9L8gPg1CRvBr4HfGgW6ylJkiTNK2W3RY0yaTirqguBR40x/XK6688kSZIkbaqC9WYzDdika84kSZIkDUcR1uKAebqb4UySJEmaAwVssOVMAwxnkiRJ0hwoYM3U7mylBcJwJkmSJM2RDWW3Rt3NcCZJkiTNge4m1IYz3c1wJkmSJM2BIqytRXNdDfWI4UySJEmaA7acaTTDmSRJkjQHupYzT8d1N48GSZIkaY7YcqZBhjNJkiRpDlSF9eVQ+rqb4UySJEmaAwWsxQFBdDfDmSRJkjQnbDnTxgxnkiRJ0hwoYAOGM93NcCZJkiTNgSKs8T5nGmA4kyRJkubIBrs1aoDhTJIkSZoDG2w50yhGdUmSJGmObGCrSR+TSXJokkuTXJbk2DHm3yPJJ9r8c5Lcf2Deq9v0S5McMlmZSY5p0yrJLgPTk+S9bd6FSR49g5dlwTKcSZIkSXOgCtbXVpM+JpJkEfB+4EnAQ4HnJnnoqMWOAm6tqgcB7wbe3tZ9KPAc4GHAocA/Jlk0SZn/BRwM/GTUNp4E7NseRwMf2OQXRIYzSZIkaS4UYW0tmvQxiQOAy6rq8qpaA5wKPH3UMk8HTm5/nw48MUna9FOr6s6qugK4rJU3bplV9b2qunKMejwd+HB1vg3smGS3TXxJFjzDmSRJkjRH1rPVpA9glyTnDjyOHihiD+DqgefXtGmMtUxVrQNuA3aeYN2plDnadNbRKA4IIkmSJM2BkZazKbipqpaPMy9jFj21ZcabPlYDzugyp1MPTcJwJkmSJM2BYihD6V8D7DXwfE/gunGWuSbJYmAH4JZJ1p2szOnUQ5OwW6MkSZI0J8L6KTwm8V1g3yT7JFlKN8DHGaOWOQM4ov39TODLVVVt+nPaaI770A3m8Z0pljnaGcCL2qiNBwK3VdXKqb0OGmHLmSRJkjQHCqbarXH8MqrWJTkG+A9gEXBiVV2c5I3AuVV1BvAh4CNJLqNrMXtOW/fiJKcBPwDWAS+tqvXQDZk/usw2/S+AVwHLgAuTnFlVfwKcCRxGN6jIz4EjZ7RjC5ThTJIkSZoDVRlGt0aq6ky6cDQ47XUDf/8SeNY4674FeMtUymzT3wu8d4zpBbx0U+uujRnOJEmSpDky2X3MtLBMejQk2SvJV5JckuTiJC9r049Lcm2SC9rjsNmvriRJkjQ/DOk+Z5pHptJytg54ZVWdn2R74LwkZ7V5766qd85e9SRJkqT5qRutcdIBP7SATBrO2igrK9vftye5BG8oJ0mSJM3IJtznTAvEJnVyTXJ/4FHAOW3SMUkuTHJikp3GWefokbuZr1nnfegkSZKkERvYatKHFo4pv9tJtgM+Cby8qn4KfAB4ILA/Xcva3421XlWdUFXLq2r50sU220qSJEkAVbC+MulDC8eURmtMsoQumH2sqj4FUFXXD8z/IPC5WamhJEmSNA8VYd0GuzXqbpOGsyShu3HdJVX1roHpuw3c9fsZwEWzU0VJkiRpflqPLWP/v727DZKrOg88/n+kkcS7hISxQLxIu8jEwrsxsYLxUpU4YBthJxZbBWtRuw5iVUs+QGwnrl3Au2WnsKk12SSstwo7UQw7mHIsE+IsKkcOwUDKzmZ5kY3LRhAtswLDGIY3vYCNkTSaZz/0kWk13dOt7pbuzPT/V3VL9557znNP91yaeeacPldv6GTk7Dzgo8CPIuIHpexTwGUR8U5qC808BfzOIemhJEmSNAO5WqMadbJa4z9A05T+TU8MlyRJktSpYNzVGlWno++cSZIkSeqv/QuCSPuZnEmSJEkVcEEQNTI5kyRJkioy4YIgqmNyJkmSJFXABUHUyORMkiRJqkI6rVEHMjmTJEmSKpA4rVEHMjmTJEmSKpDA+MSsqruhKcTkTJIkSaqI3zlTPZMzSZIkqQJJmJzpACZnkiRJUhUSxtNpjXqDyZkkSZJUAZfSVyOTM0mSJKkiJmeq5ziqJEmSVIEk2Dcxq+3WTkSsioitETESEdc2OT8vIr5ezj8YEUvrzl1XyrdGxIXtYkbEshLjiRJzbik/LSLuj4hHIuKHEfHBHt+egWRyJkmSJFVkgmi7TSYiZgM3AxcBK4DLImJFQ7V1wI7MPAO4CbixtF0BrAHOAlYBX4yI2W1i3gjclJnLgR0lNsB/Ae7IzLNLzC92/aYMMJMzSZIkqQKZ9GPk7BxgJDO3ZeYeYAOwuqHOauC2sn8ncEFERCnfkJm7M/NJYKTEaxqztDm/xKDEvHj/ywGOK/vzgWcP+g2R3zmTJEmSqtHxUvonRMTmuuP1mbm+7C8Bnqk7Nwq8u6H9L+pk5nhE7AIWlfIHGtouKfvNYi4CdmbmeJP6fwD8XUT8LnA08L5OXpgOZHImSZIkVSQ7S85eysyVLc41C5Ad1mlV3my4brL6AJcBw5n5xxHxHuD2iHhHZk4077aaMTmTJEmSKlCb1tjzao2jwKl1x6fw5imF++uMRsQQtWmH29u0bVb+ErAgIobK6Fl9/XXUvrdGZv6fiDgCOAF4oadXN2D8zpkkSZJUkV4XBAEeBpaXVRTnUluMY2NDnY3A5WX/EuC+zMxSvqas5rgMWA481CpmaXN/iUGJeVfZfxq4ACAi3g4cAbzYxVsy0Bw5kyRJkiqQdDytsXWM2nfIrgbuBmYDt2bmloi4HticmRuBW6hNMxyhNmK2prTdEhF3AI8B48BVmbkPoFnMcslrgA0R8TngkRIb4JPAn0fE75WXtrYkczoIJmeSJElSJaIf0xrJzE3ApoayT9ftvw5c2qLtDcANncQs5duorebYWP4YcN7B9l0HMjmTJEmSKtLryJlmFpMzSZIkqQL7n3Mm7WdyJkmSJFXEb2WpnsmZJEmSVBGnNaqeyZkkSZJUgSSYMDlTHZMzSZIkqQrpyJkO1PYbiBFxakTcHxGPR8SWiPh4KV8YEfdExBPl3+MPfXclSZKkmSMnou2mwdHJ8jDjwCcz8+3AucBVEbECuBa4NzOXA/eWY0mSJEkdymy/aXC0Tc4y87nM/H7ZfxV4HFgCrAZuK9VuAy4+VJ2UJEmSZpqkNq2x3abBcVAPVoiIpcDZwIPAWzPzOaglcMCJLdpcGRGbI2LznnFTf0mSJAmofefMaY2q03FyFhHHAH8FfCIzX+m0XWauz8yVmbly7pA3lyRJkvQL2cGmgdFRchYRc6glZl/NzG+U4ucj4qRy/iTghUPTRUmSJGkmaj+l0WmNg6WT1RoDuAV4PDP/pO7URuDysn85cFf/uydJkiTNUE5rVINOnnN2HvBR4EcR8YNS9ing88AdEbEOeBq49NB0UZIkSZqhnLaoOm2Ts8z8B6BVyn5Bf7sjSZIkDRCnLapOJyNnkiRJkg4FR85Ux+RMkiRJqkLiyJkOYHImSZIkVSQnqu6BphKTM0mSJKkqjpypjsmZJEmSVJHwO2eqY3ImSZIkVSEDfI6Z6picSZIkSVVx5Ex1ZlXdAUmSJGlgTXSwtRERqyJia0SMRMS1Tc7Pi4ivl/MPRsTSunPXlfKtEXFhu5gRsazEeKLEnFt37t9ExGMRsSUi/uLg3wyZnEmSJElV2L+UfrttEhExG7gZuAhYAVwWESsaqq0DdmTmGcBNwI2l7QpgDXAWsAr4YkTMbhPzRuCmzFwO7CixiYjlwHXAeZl5FvCJHt6ZgWVyJkmSJFUksv3WxjnASGZuy8w9wAZgdUOd1cBtZf9O4IKIiFK+ITN3Z+aTwEiJ1zRmaXN+iUGJeXHZ/w/AzZm5AyAzX+jm/Rh0JmeSJElSVbKDDU6IiM1125V1EZYAz9Qdj5YymtXJzHFgF7BokratyhcBO0uMxmu9DXhbRPzviHggIlYdxLugwgVBJEmSpIp0uJT+S5m5slWIJmWNUVvVaVXebABnsvpQyyuWA+8FTgG+GxHvyMydTdqoBUfOJEmSpCoktaX0222TGwVOrTs+BXi2VZ2IGALmA9snaduq/CVgQYnReK1R4K7M3FumSG6l6oflWQAAFuVJREFUlqzpIJicSZIkSVXpbFrjZB4GlpdVFOdSW+BjY0OdjcDlZf8S4L7MzFK+pqzmuIxaMvVQq5ilzf0lBiXmXWX/fwG/ARARJ1Cb5rit8zdC4LRGSZIkqTIdTmtsKTPHI+Jq4G5gNnBrZm6JiOuBzZm5EbgFuD0iRqiNmK0pbbdExB3AY8A4cFVm7gNoFrNc8hpgQ0R8DnikxKbU/UBEPAbsA/5jZr7c26sbPCZnkiRJUlU6eI5ZO5m5CdjUUPbpuv3XgUtbtL0BuKGTmKV8G7XVHBvLE/j9sqlLJmeSJElSBTpcKl8DxORMkiRJqkqbh0xrsJicSZIkSRWJPkxr1MxhciZJkiRVxWmNqmNyJkmSJFUhHTnTgUzOJEmSpKo4cqY6Jmdd2Ds+h29+87d6aj80tLePPZIkSdJ05GqNqmdydpAWLHqZV3csY+6893QdY+7cMeYfP9bHXkmSJGlaMjlTHZOzLixevJi1a9d23X54eJif736yfx2SJEnS9ONzztTA5EySJEmqismZ6sxqVyEibo2IFyLi0bqyP4iIn0TED8r2wUPbTUmSJGlmCWqrNbbbNDjaJmfAMLCqSflNmfnOsm3qb7ckSZKkAZAdbBoYbac1ZuZ3ImLpoe+KJEmSNEB8zpka9PKds6sj4reBzcAnM3NHs0oRcSVwJcDJJ5/Qw+XUKMZncfw/Lum6bQ71/qeY8fEhHvxWs4HVztvDnp77IUmSNC05MqY63SZnXwI+S+12+izwx8C/b1YxM9cD6wGWnX6it1+fHL/oZXbtWMbSY5Z21X7sp2PsPHpXT33Yc9weFvxsPscd8e6uY7w2d4ynnny6p35IkiRNV67WqHpdJWeZ+fz+/Yj4c+CbfeuROtbLkv7Dw8PsfLW35KzXPuzvx9atW3vuhyRJ0rSTgNMaVaer5CwiTsrM58rhvwYenaz+fnv3zeYrG9/XzSUB2LN3iKGhvV23Bxgfn8N3Nn2o6/Y7X17E0Sf31AVJkiQJcORMB2qbnEXE14D3AidExCjwGeC9EfFOavn+U8DvdHKxOXOOgLnndN3ZuXPHOO74sa7bL1j0Mq/sWMbR897TdYyjT6ankSJJkiRpPxcEUb1OVmu8rEnxLd1cbNGiRT1PgXtt95Ndt4fep+FJkiRJfePImer0slqjJEmSpG75HDM1mHbJ2c6XF/H3m36z67ZH+X0xSZIkTQGB3znTgaZVcrZ27VqGh4e7bn/UFPq+2I6XF/Htv/mtntofaaIpSZI0rZmcqd60Ss5g6iRXveg1yQQ4cgolmpIkSepSH5KziFgFfAGYDXw5Mz/fcH4e8BXgXcDLwEcy86ly7jpgHbAP+Fhm3j1ZzIhYBmwAFgLfBz6amXvqrnUJ8JfAr2bm5t5f3WCZdsnZTGFiJUmSNOCy99UaI2I2cDPwfmAUeDgiNmbmY3XV1gE7MvOMiFgD3Ah8JCJWAGuAs4CTgW9HxNtKm1YxbwRuyswNEfGnJfaXSl+OBT4GPNjbqxpcs6rugCRJkjSwsoNtcucAI5m5rYxgbQBWN9RZDdxW9u8ELoiIKOUbMnN3Zj4JjJR4TWOWNueXGJSYF9dd57PAHwKvd/z6dQCTM0mSJKkiMdF+o/a84c1125V1IZYAz9Qdj5YymtXJzHFgF7BokratyhcBO0uMA64VEWcDp2bmN7t7JwROa5QkSZIq0+GCIC9l5spWIZqUNUZtVadVebMBnJb1I2IWcBOwtkUf1SFHziRJkqQqdDKlsX3yNgqcWnd8CvBsqzoRMQTMB7ZP0rZV+UvAghKjvvxY4B3A30fEU8C5wMaIaJVQqgWTM0mSJKkCQcfTGifzMLA8IpZFxFxqC3xsbKizEbi87F8C3JeZWcrXRMS8sgrjcuChVjFLm/tLDErMuzJzV2aekJlLM3Mp8ADwYVdrPHhOa5QkSZKq0uNS+pk5HhFXA3dTW/b+1szcEhHXA5szcyNwC3B7RIxQGzFbU9puiYg7gMeAceCqzNwH0CxmueQ1wIaI+BzwSImtPjE5kyRJkqqQEBO9P+gsMzcBmxrKPl23/zpwaYu2NwA3dBKzlG+jtprjZP15byf91puZnEmSJEkV6XBBEA0IkzNJkiSpKiZnqmNyJkmSJFWkgwU/NEBMziRJkqQqpNMadSCTM0mSJKkqJmeqY3I2wOa+MpeTHjyxp/Yc28cOSZIkDZDac87MzvQGk7MBtXbtWoaHh3sLcmwtjiR1Ynx8Dt/91od6as9sf4mRNLM4rVH1TM4GmImVpMNlbGyMM888k2Pmndt1jJ/OHeOVo3f2sVeSVLGE2Fd1JzSVmJxJkg6LxYsX9/RHoeHhYV551eRM0gzjyJnqmJxJkiRJFXFao+qZnEmSJElVSBcE0YFMziRJkqSqmJupjsmZJEmSVIHAaY06kMmZJEmSVIVMpzXqALPaVYiIWyPihYh4tK5sYUTcExFPlH+PP7TdlCRJkmag7GDTwGibnAHDwKqGsmuBezNzOXBvOZYkSZLUqYTYl203DY62yVlmfgfY3lC8Grit7N8GXNznfkmSJEkznyNnqtPJyFkzb83M5wDKvye2qhgRV0bE5ojY/OKLL3Z5OUmSJGnmiWy/aXB0m5x1LDPXZ+bKzFz5lre85VBfTpIkSZo2YiLbbhoc3SZnz0fESQDl3xf61yVJkiRpAHQypdHcbKB0m5xtBC4v+5cDd/WnO5IkSdJgCFwQRAdq+5yziPga8F7ghIgYBT4DfB64IyLWAU8Dlx7KTkqSJEkzUaTJl97QNjnLzMtanLqgz32RJEmSBofTFtXgkC8IIkmSJKmZ9ouBdLIgSESsioitETESEW96/nBEzIuIr5fzD0bE0rpz15XyrRFxYbuYEbGsxHiixJxbyn8/Ih6LiB9GxL0RcXqPb85AMjmTJEmSqpLZfptERMwGbgYuAlYAl0XEioZq64AdmXkGcBNwY2m7AlgDnAWsAr4YEbPbxLwRuCkzlwM7SmyAR4CVmfkvgTuBP+z6PRlgJmeSJElSFRJiov3WxjnASGZuy8w9wAZgdUOd1cBtZf9O4IKIiFK+ITN3Z+aTwEiJ1zRmaXN+iUGJeTFAZt6fma+V8geAU7p5SwadyZkkSZJUlYlsv9UW5ttct11ZF2EJ8Ezd8Wgpo1mdzBwHdgGLJmnbqnwRsLPEaHUtqI2mfavTt0BvaLsgiCRJkqRDo8PVGl/KzJWtQjQpawzaqk6r8mYDOJPVf+NCEf8OWAn8epO6asPkTJIkSapCAr0/x2wUOLXu+BTg2RZ1RiNiCJgPbG/Ttln5S8CCiBgqo2cHXCsi3gf8Z+DXM3N3j69rIDmtUZIkSapAkES239p4GFheVlGcS22Bj40NdTYCl5f9S4D7MjNL+ZqymuMyYDnwUKuYpc39JQYl5l0AEXE28GfAhzPzha7flAHnyJkkSZJUlR4fQp2Z4xFxNXA3MBu4NTO3RMT1wObM3AjcAtweESPURszWlLZbIuIO4DFgHLgqM/cBNItZLnkNsCEiPkdthcZbSvl/A44B/rK2bghPZ+aHe3pxA8jkTJIkSapCf6Y1kpmbgE0NZZ+u238duLRF2xuAGzqJWcq3UVvNsbH8fQfdcb2JyZkkSZJUkQ4XBNGAMDmTJEmSqmJypjomZ5IkSVIVMmGi/VOmNThMziRJkqSqmJupjsmZJEnqyuyA8xb+rKf2/l6qQReOnKmOyZkkSTpou46CU/bO411LF3cdY2xsjOfZ28deSdNMAhN+50xvMDmTJEldWbx4MWvXru26/fDwME+NPdO/DmnmGJ/F0Hf/edfNY+eRfezMoZQuCKIDmJxJknSYzd4H/+IHx/TUfmJWHzs04OYkXPTC7p7a740+dmjAbZ8XnJ7zWHz00u6DHN237hx6TmtUHZMzSZIOo9eP3cvC145j6YIepgO+PsYLQ90nEzPNrH3BGZsXdN3+yHnzOHdxj9Mzc2ZMzxyagPP/X2/tx/uQqPY6KgtwxRVX9N6RQ81pjWpgciZJ0mHWj+mArz7zYy7Y1t0vdUMTMD5DRt62z53FUuawdP7S7gLMp+ckYHh4mKeem/7TM7cfAafvm8evntBDojo+xo9jTx97NdMlTOyruhOaQkzOJEmaZtauXcvw8HDX7cfGxxid83r/OtSDhXsmWPV896OAC/dMsPi03kdZVNOPPxz8+Pmn+9ehmc6RMzUwOZMkaRrq9Rfo0Zef6ltfutVrklkfRzVDE/D+H3c3ErNwauTrg8cFQVTH5EySJFXGxKp/dhwJp43P491v6X5aoj+Pwy1dEEQHMDmTJOkgzBoPTn94Ydftj3h1DhzXxw5JdfqxkIYOo8TkTAcwOZMkqUOvHbuPt/z8GJYet7T7IMc5OiGpjtMaVcfkTJKkg+DIhKT+SdjnyJneYHImSZIkVSEh0+RMbzA5kyRJkqriyJnq9JScRcRTwKvAPmA8M1f2o1OSJDUz55W5LPzHJV21jfFZMNvvduw3/zX4tf/b/ZOo578GLOpffzRzLNydrPrJ3p7aD4x0tUYdqB8jZ7+RmS/1IY4kSS31/ODln43x4pE/7V+HprG+PF9skQub6M18dl0XXBBEdZzWKEmaNnp98PKLu0b615lpbqB++T0MFu6d4KIXu3+K85yE8ehjhyrkvXUwktzX3UPDNTP1mpwl8HcRkcCfZeb6xgoRcSVwJcBpp53W4+UkSZKmln6MFo2NjfHq3t2cv637UZTjf95TF1SFBCYcOdMbek3OzsvMZyPiROCeiPinzPxOfYWSsK0HWLlypXefJEmacfoxWuR0wAHVh9UaI2IV8AVgNvDlzPx8w/l5wFeAdwEvAx/JzKfKueuAddTWkPhYZt49WcyIWAZsABYC3wc+mpl7JruGOtdTcpaZz5Z/X4iIvwbOAb4zeStJkiQ1MrEaPJm9T2uMiNnAzcD7gVHg4YjYmJmP1VVbB+zIzDMiYg1wI/CRiFgBrAHOAk4Gvh0RbyttWsW8EbgpMzdExJ+W2F9qdY2eXtwA6nqZpog4OiKO3b8PfAB4tF8dkyRJkma6nMi2WxvnACOZuS0z91Ab1VrdUGc1cFvZvxO4ICKilG/IzN2Z+SQwUuI1jVnanF9iUGJe3OYaOgi9jJy9Ffjr8p4PAX+RmX/bl15JknQIHPXqbH7pkeN6as/8PnZI0kB7lR13f3vijhM6qHpERGyuO15ft9bDEuCZunOjwLsb2v+iTmaOR8Quag/DWAI80NB2//NKmsVcBOzMzPEm9Vtdw1XdD0LXyVlmbgN+uY99kSTpkOnLEt/znXomqX8yc1UfwjQbnWocbmtVp1V5s9l1k9XvtB9qw6X0JUkDw8RK0gw0Cpxad3wK8GyLOqMRMURtDsD2Nm2blb8ELIiIoTJ6Vl+/1TV0ELr+zpkkSZKkyj0MLI+IZRExl9oCHxsb6mwELi/7lwD3ZWaW8jURMa+swrgceKhVzNLm/hKDEvOuNtfQQXDkTJIkSZqmyve7rgbuprbs/a2ZuSUirgc2Z+ZG4Bbg9ogYoTaataa03RIRdwCPAePAVZm5D6BZzHLJa4ANEfE54JESm1bX0MExOZMkSZKmsczcBGxqKPt03f7rwKUt2t4A3NBJzFK+jdpqjo3lLa+hzjmtUZIkSZKmAJMzSZIkSZoCTM4kSZIkaQowOZMkSZKkKcDkTJIkSZKmAJMzSZIkSZoCTM4kSZIkaQowOZMkSZKkKcDkTJIkSZKmAJMzSZIkSZoCTM4kSZIkaQowOZMkSZKkKcDkTJIkSZKmAJMzSZIkSZoCTM4kSZIkaQowOZMkSZKkKcDkTJIkSZKmAJMzSZIkSZoCTM4kSZIkaQowOZMkSZKkKcDkTJIkSZKmAJMzSZIkSZoCekrOImJVRGyNiJGIuLZfnZIkSZKkQdN1chYRs4GbgYuAFcBlEbGiXx2TJEmSpEESmdldw4j3AH+QmReW4+sAMvO/tmqzcuXK3Lx5c1fX08w0PDzM1q1bGRsb6zrGaaedBsDTTz9dSfuZFGMq9GGqxJgKfehHjKnQB4DFixdz5plnsnbt2q5jSNLBiIjvZebKqvshHYyhHtouAZ6pOx4F3t1YKSKuBK4sh7sj4tEerqmZ6QTgpao7oSnH+2IGuuKKK3oN4X2hZrwv1MzpVXdAOli9JGfRpOxNw3CZuR5YDxARm/0Lhhp5X6gZ7ws1432hZrwvJM0UvSwIMgqcWnd8CvBsb92RJEmSpMHUS3L2MLA8IpZFxFxgDbCxP92SJEmSpMHS9bTGzByPiKuBu4HZwK2ZuaVNs/XdXk8zmveFmvG+UDPeF2rG+0LSjND1ao2SJEmSpP7p6SHUkiRJkqT+MDmTJEmSpCngsCRnEbEqIrZGxEhEXHs4rqnqRMSpEXF/RDweEVsi4uOlfGFE3BMRT5R/jy/lERH/o9wfP4yIX6mLdXmp/0REXF7Va1L/RMTsiHgkIr5ZjpdFxIPlZ/z1ssAQETGvHI+U80vrYlxXyrdGxIXVvBL1S0QsiIg7I+KfyufGe/y8UET8Xvl/yKMR8bWIOMLPC0kz3SFPziJiNnAzcBGwArgsIlYc6uuqUuPAJzPz7cC5wFXlZ34tcG9mLgfuLcdQuzeWl+1K4EtQS+aAz1B7uPk5wGf2/4Kmae3jwON1xzcCN5X7YgewrpSvA3Zk5hnATaUe5V5aA5wFrAK+WD5nNH19AfjbzPwl4Jep3R9+XgywiFgCfAxYmZnvoLbw2Br8vJA0wx2OkbNzgJHM3JaZe4ANwOrDcF1VJDOfy8zvl/1Xqf2itYTaz/22Uu024OKyvxr4StY8ACyIiJOAC4F7MnN7Zu4A7qH2P1dNUxFxCvAh4MvlOIDzgTtLlcb7Yv/9cidwQam/GtiQmbsz80lghNrnjKahiDgO+DXgFoDM3JOZO/HzQrUVpY+MiCHgKOA5/LyQNMMdjuRsCfBM3fFoKdMAKFNLzgYeBN6amc9BLYEDTizVWt0j3jszz38H/hMwUY4XATszc7wc1/+Mf/HzL+d3lfreFzPLPwNeBP5nme765Yg4Gj8vBlpm/gT4I+BpaknZLuB7+HkhaYY7HMlZNClz/f4BEBHHAH8FfCIzX5msapOynKRc01BE/CbwQmZ+r764SdVsc877YmYZAn4F+FJmng38jDemMDbjfTEAypTU1cAy4GTgaGpTWhv5eSFpRjkcydkocGrd8SnAs4fhuqpQRMyhlph9NTO/UYqfL9OPKP++UMpb3SPeOzPLecCHI+IpatObz6c2kragTFuCA3/Gv/j5l/Pzge14X8w0o8BoZj5Yju+klqz5eTHY3gc8mZkvZuZe4BvAv8LPC0kz3OFIzh4GlpcVluZS+2LuxsNwXVWkzPO/BXg8M/+k7tRGYP8KapcDd9WV/3ZZhe1cYFeZxnQ38IGIOL78FfUDpUzTUGZel5mnZOZSap8D92XmvwXuBy4p1Rrvi/33yyWlfpbyNWV1tmXUFoZ46DC9DPVZZo4Bz0TEmaXoAuAx/LwYdE8D50bEUeX/KfvvCz8vJM1oQ+2r9CYzxyPiamr/k5wN3JqZWw71dVWp84CPAj+KiB+Usk8BnwfuiIh11P7He2k5twn4ILUvar8GXAGQmdsj4rPUEnyA6zNz++F5CTqMrgE2RMTngEcoC0OUf2+PiBFqfwFfA5CZWyLiDmq/qI0DV2XmvsPfbfXR7wJfLX/A20btM2AWfl4MrMx8MCLuBL5P7b/zR4D1wN/g54WkGSxqf1iSJEmSJFXpsDyEWpIkSZI0OZMzSZIkSZoCTM4kSZIkaQowOZMkSZKkKcDkTJIkSZKmAJMzSZIkSZoCTM4kSZIkaQr4/+cDTYSpra6hAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the modflow-6 model we want to plot\n", + "ml6 = sim.get_model('gwf_1')\n", + "\n", + "fig = plt.figure(figsize=(15, 10))\n", + "ax = fig.add_subplot(2, 1, 1)\n", + "\n", + "# plot boundary conditions\n", + "xsect = flopy.plot.PlotCrossSection(model=ml6, line={'Column': 5})\n", + "patches = xsect.plot_bc('WEL_0', color='pink')\n", + "patches = xsect.plot_ibound()\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section with Boundary Conditions')\n", + "\n", + "# plot xxxx\n", + "ax = fig.add_subplot(2, 1, 2)\n", + "# plot the horizontal hydraulic conductivities\n", + "a = ml6.npf.k.array\n", + "\n", + "xsect = flopy.plot.PlotCrossSection(model=ml6, line={'Column': 5})\n", + "csa = xsect.plot_array(a)\n", + "patches = xsect.plot_ibound()\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section with Horizontal hydraulic conductivity')\n", + "cb = plt.colorbar(csa, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting specific discharge with a MODFLOW-6 model\n", + "\n", + "MODFLOW-6 includes a the PLOT_SPECIFIC_DISCHARGE flag in the NPF package to calculate and store discharge vectors for easy plotting. `PlotCrossSection` has the `plot_specific_discharge()` method to use this data. The specific discharge array is stored in the cell budget file." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the specific discharge from the cell budget file\n", + "cbc_file = os.path.join(newpth, \"freyberg.cbc\")\n", + "cbc = flopy.utils.CellBudgetFile(cbc_file, precision='double')\n", + "spdis = cbc.get_data(text='SPDIS')[-1]\n", + "\n", + "# get the head from the head file\n", + "head_file = os.path.join(newpth, \"freyberg.hds\")\n", + "hds = flopy.utils.HeadFile(head_file)\n", + "head = hds.get_alldata()[0]\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "ax.set_title('plot_array() and plot_discharge()')\n", + "xsect = flopy.plot.PlotCrossSection(model=ml6, ax=ax, line={'Column': 5})\n", + "csa = xsect.plot_array(head, masked_values=[1e30], head=head, alpha=0.5)\n", + "linecollection = xsect.plot_grid()\n", + "quiver = xsect.plot_specific_discharge(spdis, head=head, \n", + " hstep=2, normalize=True, color='green', \n", + " scale=30, headwidth=3, headlength=3, headaxislength=3,\n", + " zorder=10)\n", + "\n", + "patches = xsect.plot_ibound(head=head)\n", + "cb = plt.colorbar(csa, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Vertex cross section plotting with MODFLOW-6 (DISV) \n", + "\n", + "FloPy fully supports vertex discretization (DISV) plotting through the `PlotCrossSection` class. The method calls are identical to the ones presented previously for Structured discretization (DIS) and the same matplotlib keyword arguments are supported. Let's run through an example using a vertex model grid." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "numpy version: 1.14.3\n", + "matplotlib version: 3.1.1\n", + "flopy version: 3.3.0\n", + "writing simulation...\n", + " writing simulation name file...\n", + " writing simulation tdis package...\n", + " writing ims package ims...\n", + " writing model mp7p2...\n", + " writing model name file...\n", + " writing package disv...\n", + " writing package ic...\n", + " writing package npf...\n", + " writing package wel_0...\n", + "INFORMATION: maxbound in ('gwf6', 'wel', 'dimensions') changed to 1 based on size of stress_period_data\n", + " writing package rcha...\n", + " writing package riv_0...\n", + "INFORMATION: maxbound in ('gwf6', 'riv', 'dimensions') changed to 21 based on size of stress_period_data\n", + " writing package oc...\n", + "FloPy is using the following executable to run the model: .\\mf6.EXE\n", + " MODFLOW 6\n", + " U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL\n", + " VERSION mf6.0.2 February 23, 2018\n", + "\n", + " MODFLOW 6 compiled Feb 21 2018 10:49:51 with IFORT compiler (ver. 18.0.1)\n", + "\n", + "This software has been approved for release by the U.S. Geological \n", + "Survey (USGS). Although the software has been subjected to rigorous \n", + "review, the USGS reserves the right to update the software as needed \n", + "pursuant to further analysis and review. No warranty, expressed or \n", + "implied, is made by the USGS or the U.S. Government as to the \n", + "functionality of the software and related material nor shall the \n", + "fact of release constitute any such warranty. Furthermore, the \n", + "software is released on condition that neither the USGS nor the U.S. \n", + "Government shall be held liable for any damages resulting from its \n", + "authorized or unauthorized use. Also refer to the USGS Water \n", + "Resources Software User Rights Notice for complete use, copyright, \n", + "and distribution information.\n", + "\n", + " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:03\n", + "\n", + " Writing simulation list file: mfsim.lst\n", + " Using Simulation name file: mfsim.nam\n", + " Solving: Stress period: 1 Time step: 1\n", + " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:04\n", + " Elapsed run time: 0.247 Seconds\n", + "\n", + " Normal termination of simulation.\n", + "FloPy is using the following executable to run the model: .\\mp7.EXE\n", + "\n", + "MODPATH Version 7.2.001 \n", + "Program compiled Dec 22 2017 11:11:36 with IFORT compiler (ver. 16.0.0) \n", + " \n", + " \n", + "Run particle tracking simulation ...\n", + "Processing Time Step 1 Period 1. Time = 1.00000E+03 Steady-state flow \n", + "\n", + "Particle Summary:\n", + " 0 particles are pending release.\n", + " 0 particles remain active.\n", + " 16 particles terminated at boundary faces.\n", + " 0 particles terminated at weak sink cells.\n", + " 0 particles terminated at weak source cells.\n", + " 0 particles terminated at strong source/sink cells.\n", + " 0 particles terminated in cells with a specified zone number.\n", + " 0 particles were stranded in inactive or dry cells.\n", + " 0 particles were unreleased.\n", + " 0 particles have an unknown status.\n", + " \n", + "Normal termination. \n", + "FloPy is using the following executable to run the model: .\\mp7.EXE\n", + "\n", + "MODPATH Version 7.2.001 \n", + "Program compiled Dec 22 2017 11:11:36 with IFORT compiler (ver. 16.0.0) \n", + " \n", + " \n", + "Run particle tracking simulation ...\n", + "Processing Time Step 1 Period 1. Time = 1.00000E+03 Steady-state flow \n", + "\n", + "Particle Summary:\n", + " 0 particles are pending release.\n", + " 0 particles remain active.\n", + " 416 particles terminated at boundary faces.\n", + " 0 particles terminated at weak sink cells.\n", + " 0 particles terminated at weak source cells.\n", + " 0 particles terminated at strong source/sink cells.\n", + " 0 particles terminated in cells with a specified zone number.\n", + " 0 particles were stranded in inactive or dry cells.\n", + " 0 particles were unreleased.\n", + " 0 particles have an unknown status.\n", + " \n", + "Normal termination. \n", + "Output file located: mp7p2.hds\n", + "Output file located: mp7p2.cbb\n" + ] + } + ], + "source": [ + "# build and run vertex model grid demo problem\n", + "import setup_pmv_demo\n", + "setup_pmv_demo.run()\n", + "\n", + "# check if model ran properly\n", + "modelpth = os.path.join(\"data\", \"mp7_ex2\", \"mf6\")\n", + "files = ['mp7p2.hds', 'mp7p2.cbb']\n", + "for f in files:\n", + " if os.path.isfile(os.path.join(modelpth, f)):\n", + " msg = 'Output file located: {}'.format(f)\n", + " print (msg)\n", + " else:\n", + " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", + " print (errmsg)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loading simulation...\n", + " loading simulation name file...\n", + " loading tdis package...\n", + " loading model gwf6...\n", + " loading package disv...\n", + " loading package ic...\n", + " loading package npf...\n", + " loading package wel...\n", + " loading package rch...\n", + " loading package riv...\n", + " loading package oc...\n", + " loading ims package mp7p2...\n" + ] + } + ], + "source": [ + "# load the simulation and get the model\n", + "vertex_sim_name = \"mfsim.nam\"\n", + "vertex_sim = flopy.mf6.MFSimulation.load(sim_name=vertex_sim_name, version=vmf6, exe_name=exe_name_mf6, \n", + " sim_ws=modelpth)\n", + "vertex_ml6 = vertex_sim.get_model(\"mp7p2\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting a line based cross section through the model grid\n", + "\n", + "Because Vertex model grids have no row or column number, cross sections through the model grid must be defined by a set of vertices and passed to the `PlotCrossSection` class using the parameter `line={\"line\": [(), (), ...]`. Below we show an example of setting up a cross sectional line with a MODFLOW-6 vertex grid model.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "line = np.array([(4700, 0), (4700, 5000), (7250, 10500)])\n", + "\n", + "# Let's plot the model grid in map view to look at it\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title(\"Vertex Model Grid (DISV) with cross sectional line\")\n", + "\n", + "# use PlotMapView to plot a DISV (vertex) model\n", + "mapview = flopy.plot.PlotMapView(vertex_ml6, layer=0)\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "# plot the line over the model grid\n", + "lc = plt.plot(line.T[0], line.T[1], 'r--', lw=2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can plot a cross section of the model grid defined by this line" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "# Next we create an instance of the PlotCrossSection class\n", + "xsect = flopy.plot.PlotCrossSection(model=vertex_ml6, line={'line': line})\n", + "\n", + "# Then we can use the plot_grid() method to draw the grid\n", + "# The return value for this function is a matplotlib LineCollection object,\n", + "# which could be manipulated (or used) later if necessary.\n", + "linecollection = xsect.plot_grid()\n", + "t = ax.set_title('Column 6 Cross-Section - Model Grid')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Arrays and Contouring with Vertex Model grids\n", + "\n", + "`PlotCrossSection` allows the user to plot arrays and contour with DISV based discretization. The `plot_array()` method is called in the same way as using a structured grid. The only difference is that `PlotCrossSection` builds a matplotlib patch collection for Vertex based grids. " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the head output for stress period 1 from the modflow6 head file\n", + "head = flopy.utils.HeadFile(os.path.join(modelpth, 'mp7p2.hds'))\n", + "hdata = head.get_alldata()[0, :, :, :]\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "ax.set_title(\"plot_array()\")\n", + "\n", + "xsect = flopy.plot.PlotCrossSection(model=vertex_ml6, line={\"line\": line})\n", + "patch_collection = xsect.plot_array(hdata, head=hdata, alpha=0.5)\n", + "line_collection = xsect.plot_grid()\n", + "cb = plt.colorbar(patch_collection, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `contour_array()` method operates in the same way as the sturctured example." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "levels = np.arange(329, 337, 1)\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "ax.set_title(\"contour_array() with a multi-layer vertex model\")\n", + "\n", + "xsect = flopy.plot.PlotCrossSection(model=vertex_ml6, line={\"line\": line})\n", + "patch_collection = xsect.plot_array(hdata, head=hdata, alpha=0.5)\n", + "line_collection = xsect.plot_grid()\n", + "\n", + "contour_set = xsect.contour_array(hdata, levels=levels, colors='k')\n", + "plt.clabel(contour_set, fmt='%.1f', colors='k', fontsize=11)\n", + "\n", + "cb = plt.colorbar(patch_collection, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting specific discharge vectors for DISV\n", + "MODFLOW-6 includes a the PLOT_SPECIFIC_DISCHARGE flag in the NPF package to calculate and store discharge vectors for easy plotting. `PlotCrossSection` has the `plot_specific_discharge()` method to use this data. The specific discharge array is stored in the cell budget file.\n", + "\n", + "**Note**: When plotting specific discharge, an arbitrary cross section cannot be used. The cross sectional line must be orthogonal to the model grid" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# define and plot our orthogonal line\n", + "line = np.array([(0, 4700), (10000, 4700)])\n", + "\n", + "# Let's plot the model grid in map view to look at it\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title(\"Vertex Model Grid (DISV) with cross sectional line\")\n", + "\n", + "# use PlotMapView to plot a DISV (vertex) model\n", + "mapview = flopy.plot.PlotMapView(vertex_ml6, layer=0)\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "# plot the line over the model grid\n", + "lc = plt.plot(line.T[0], line.T[1], 'r--', lw=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot specific discharge on cross section\n", + "cbb = flopy.utils.CellBudgetFile(os.path.join(modelpth, 'mp7p2.cbb'), precision='double')\n", + "spdis = cbb.get_data(text=\"SPDIS\")[-1]\n", + "\n", + "fig = plt.figure(figsize=(18, 5))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "xsect = flopy.plot.PlotCrossSection(model=vertex_ml6, line={\"line\": line})\n", + "patch_collection = xsect.plot_array(hdata, head=hdata, alpha=0.5)\n", + "line_collection = xsect.plot_grid()\n", + "quiver = xsect.plot_specific_discharge(spdis, head=head, \n", + " hstep=3, normalize=True, color='green', \n", + " scale=30, headwidth=3, headlength=3, headaxislength=3,\n", + " zorder=10)\n", + "\n", + "cb = plt.colorbar(patch_collection, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "This notebook demonstrates some of the plotting functionality available with flopy. Although not described here, the plotting functionality tries to be general by passing keyword arguments passed to the `PlotCrossSection` methods down into the `matplot.pyplot` routines that do the actual plotting. For those looking to customize these plots, it may be necessary to search for the available keywords by understanding the types of objects that are created by the `PlotCrossSection` methods. The `PlotCrossSection` methods return these matplotlib.collections objects so that they could be fine-tuned later in the script before plotting.\n", + "\n", + "Hope this gets you started!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/Notebooks/flopy3.3_PlotMapView.ipynb b/examples/Notebooks/flopy3.3_PlotMapView.ipynb new file mode 100644 index 0000000000..9ce9574332 --- /dev/null +++ b/examples/Notebooks/flopy3.3_PlotMapView.ipynb @@ -0,0 +1,1807 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FloPy\n", + "\n", + "## Making Maps of Your Model\n", + "This notebook demonstrates the mapping capabilities of FloPy. It demonstrates these capabilities by loading and running existing models and then showing how the PlotMapView object and its methods can be used to make nice plots of the model grid, boundary conditions, model results, shape files, etc.\n", + "\n", + "### Mapping is demonstrated for MODFLOW-2005, MODFLOW-USG, and MODFLOW-6 models in this notebook\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "flopy is installed in c:\\users\\jlarsen\\desktop\\flopy-dev\\flopy\n", + "3.6.5 |Anaconda, Inc.| (default, Mar 29 2018, 13:32:41) [MSC v.1900 64 bit (AMD64)]\n", + "numpy version: 1.14.3\n", + "matplotlib version: 3.1.1\n", + "flopy version: 3.3.0\n" + ] + } + ], + "source": [ + "import sys\n", + "import os\n", + "import platform\n", + "import numpy as np\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# run installed version of flopy or add local path\n", + "try:\n", + " import flopy\n", + "except:\n", + " fpth = os.path.abspath(os.path.join('..', '..'))\n", + " sys.path.append(fpth)\n", + " import flopy\n", + "\n", + "print(sys.version)\n", + "print('numpy version: {}'.format(np.__version__))\n", + "print('matplotlib version: {}'.format(mpl.__version__))\n", + "print('flopy version: {}'.format(flopy.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#Set name of MODFLOW exe\n", + "#assumes executable is in users path statement\n", + "v2005 = 'mf2005'\n", + "exe_name_2005 = 'mf2005'\n", + "vmf6 = 'mf6'\n", + "exe_name_mf6 = 'mf6'\n", + "exe_mp = 'mp6'\n", + "if platform.system() == 'Windows':\n", + " exe_name_2005 += '.exe'\n", + " exe_name_mf6 += '.exe'\n", + " exe_mp += '.exe'\n", + "\n", + "#Set the paths\n", + "loadpth = os.path.join('..', 'data', 'freyberg')\n", + "modelpth = os.path.join('data')\n", + "\n", + "#make sure modelpth directory exists\n", + "if not os.path.exists(modelpth):\n", + " os.makedirs(modelpth)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load and Run an Existing MODFLOW-2005 Model\n", + "A model called the \"Freyberg Model\" is located in the loadpth folder. In the following code block, we load that model, then change into a new workspace (modelpth) where we recreate and run the model. For this to work properly, the MODFLOW-2005 executable (mf2005) must be in the path. We verify that it worked correctly by checking for the presence of freyberg.hds and freyberg.cbc." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "changing model workspace...\n", + " data\n", + "FloPy is using the following executable to run the model: .\\mf2005.exe\n", + "\n", + " MODFLOW-2005 \n", + " U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUND-WATER FLOW MODEL\n", + " Version 1.12.00 2/3/2017 \n", + "\n", + " Using NAME file: freyberg.nam \n", + " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:46\n", + "\n", + " Solving: Stress period: 1 Time step: 1 Ground-Water Flow Eqn.\n", + " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:46\n", + " Elapsed run time: 0.032 Seconds\n", + "\n", + " Normal termination of simulation\n", + "Output file located: freyberg.hds\n", + "Output file located: freyberg.cbc\n" + ] + } + ], + "source": [ + "ml = flopy.modflow.Modflow.load('freyberg.nam', model_ws=loadpth, \n", + " exe_name=exe_name_2005, version=v2005)\n", + "ml.change_model_ws(new_pth=modelpth)\n", + "ml.write_input()\n", + "success, buff = ml.run_model()\n", + "if not success:\n", + " print ('Something bad happened.')\n", + "files = ['freyberg.hds', 'freyberg.cbc']\n", + "for f in files:\n", + " if os.path.isfile(os.path.join(modelpth, f)):\n", + " msg = 'Output file located: {}'.format(f)\n", + " print (msg)\n", + " else:\n", + " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", + " print (errmsg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create and Run MODPATH 6 model\n", + "\n", + "The MODFLOW-2005 model created in the previous code block will be used to create a endpoint capture zone and pathline analysis for the pumping wells in the model." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FloPy is using the following executable to run the model: .\\mp6.exe\n", + "Processing basic data ...\n", + "Checking head file ...\n", + "Checking budget file and building index ...\n", + " \n", + "Run particle tracking simulation ...\n", + "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", + "Particle tracking complete. Writing endpoint file ... \n", + "End of MODPATH simulation. Normal termination.\n", + "FloPy is using the following executable to run the model: .\\mp6.exe\n", + "Processing basic data ...\n", + "Checking head file ...\n", + "Checking budget file and building index ...\n", + " \n", + "Run particle tracking simulation ...\n", + "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", + "Particle tracking complete. Writing endpoint file ... \n", + "End of MODPATH simulation. Normal termination.\n" + ] + }, + { + "data": { + "text/plain": [ + "(True, [])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mp = flopy.modpath.Modpath('freybergmp', exe_name=exe_mp, \n", + " modflowmodel=ml, model_ws=modelpth)\n", + "mpbas = flopy.modpath.ModpathBas(mp, hnoflo=ml.bas6.hnoflo, hdry=ml.lpf.hdry, \n", + " ibound=ml.bas6.ibound.array, \n", + " prsity=0.2, prsityCB=0.2)\n", + "sim = mp.create_mpsim(trackdir='forward', simtype='endpoint', packages='RCH')\n", + "mp.write_input()\n", + "mp.run_model()\n", + "\n", + "mpp = flopy.modpath.Modpath('freybergmpp', exe_name=exe_mp, \n", + " modflowmodel=ml, model_ws=modelpth)\n", + "mpbas = flopy.modpath.ModpathBas(mpp, hnoflo=ml.bas6.hnoflo, hdry=ml.lpf.hdry, \n", + " ibound=ml.bas6.ibound.array, \n", + " prsity=0.2, prsityCB=0.2)\n", + "sim = mpp.create_mpsim(trackdir='backward', simtype='pathline', packages='WEL')\n", + "mpp.write_input()\n", + "mpp.run_model()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Creating a Map of the Model Grid\n", + "Now that we have a model, we can use the flopy plotting utilities to make maps. We will start by making a map of the model grid using the `PlotMapView` class and the `plot_grid()` method of that class." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# First step is to set up the plot\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "\n", + "# Next we create an instance of the PlotMapView class\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "\n", + "# Then we can use the plot_grid() method to draw the grid\n", + "# The return value for this function is a matplotlib LineCollection object,\n", + "# which could be manipulated (or used) later if necessary.\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "t = ax.set_title(\"Model Grid\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Grid transformations and setting coordinate information\n", + "\n", + "The `PlotMapView` class can plot the position of the model grid in space. However, transformations must be done on the modelgrid using `set_coord_info()`. This allows the user to set the coordinate information once, and then they are able to generate as many instanstances of `PlotMapView` as they wish, without providing the coordinate info again.\n", + "\n", + "Here we demonstrate the effects of these values. In the first two plots, the grid origin (lower left corner) remains fixed at (0, 0). These first two plots demostrate how work with coordinate info in the `PlotMapView` class. The third example shows the grid origin set at (507000 E, 2927000 N)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(18, 6))\n", + "\n", + "ax = fig.add_subplot(1, 3, 1, aspect='equal')\n", + "\n", + "# set modelgrid rotation\n", + "ml.modelgrid.set_coord_info(angrot=14)\n", + "\n", + "# generate a plot\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "linecollection = mapview.plot_grid()\n", + "t = ax.set_title('rotation=14 degrees')\n", + "\n", + "# re-set the modelgrid rotation\n", + "ml.modelgrid.set_coord_info(angrot=-20)\n", + "\n", + "ax = fig.add_subplot(1, 3, 2, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "linecollection = mapview.plot_grid()\n", + "t = ax.set_title('rotation=-20 degrees')\n", + "\n", + "# re-set the modelgrid origin and rotation\n", + "ml.modelgrid.set_coord_info(xoff=507000, yoff=2927000, angrot=45)\n", + "\n", + "ax = fig.add_subplot(1, 3, 3, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "linecollection = mapview.plot_grid()\n", + "t = ax.set_title(\"xoffset, yoffset, and rotation\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Ploting Ibound\n", + "\n", + "The `plot_ibound()` method can be used to plot the boundary conditions contained in the ibound arrray, which is part of the MODFLOW Basic Package. The `plot_ibound()` method returns a matplotlib QuadMesh object (matplotlib.collections.QuadMesh). If you are familiar with the matplotlib collections, then this may be important to you, but if not, then don't worry about the return objects of these plotting function." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "\n", + "# set the grid rotation and then plot\n", + "ml.modelgrid.set_coord_info(angrot=-14)\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound()\n", + "linecollection = mapview.plot_grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also change the colors by calling the `color_noflow` and `color_ch` parameters in `plot_ibound()` and the `colors` parameter in `plot_grid()`" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound(color_noflow='red', color_ch='orange')\n", + "linecollection = mapview.plot_grid(colors='yellow')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Boundary Conditions\n", + "The plot_bc() method can be used to plot boundary conditions. It is setup to use the following dictionary to assign colors, however, these colors can be changed in the method call.\n", + "\n", + " bc_color_dict = {'default': 'black', 'WEL': 'red', 'DRN': 'yellow',\n", + " 'RIV': 'green', 'GHB': 'cyan', 'CHD': 'navy'}\n", + "\n", + "Here, we plot the location of river cells and the location of well cells." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound()\n", + "quadmesh = mapview.plot_bc('RIV')\n", + "quadmesh = mapview.plot_bc('WEL')\n", + "linecollection = mapview.plot_grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The colors can be changed by using the `color_noflow` and `color_ch` parameters in `plot_ibound()`, the `color` parameter in `plot_bc()`, and the `colors` parameter in `plot_grid()`" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound(color_noflow='red', color_ch='orange')\n", + "quadmesh = mapview.plot_bc('RIV', color='purple')\n", + "quadmesh = mapview.plot_bc('WEL', color='navy')\n", + "linecollection = mapview.plot_grid(colors='yellow')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting an Array\n", + "\n", + "`PlotMapView` has a `plot_array()` method. The `plot_array()` method will accept either a 2D or 3D array. If a 3D array is passed, then the `layer` parameter for the `PlotMapView` object will be used (note that the `PlotMapView` object can be created with a `layer=` argument)." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create a random array and plot it\n", + "a = np.random.random((ml.dis.nrow, ml.dis.ncol))\n", + "\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('Random Array')\n", + "mapview = flopy.plot.PlotMapView(model=ml, layer=0)\n", + "quadmesh = mapview.plot_array(a)\n", + "linecollection = mapview.plot_grid()\n", + "cb = plt.colorbar(quadmesh, shrink=0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the model bottom array\n", + "a = ml.dis.botm.array\n", + "\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('Model Bottom Elevations')\n", + "mapview = flopy.plot.PlotMapView(model=ml, layer=0)\n", + "quadmesh = mapview.plot_array(a)\n", + "linecollection = mapview.plot_grid()\n", + "cb = plt.colorbar(quadmesh, shrink=0.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Contouring an Array\n", + "\n", + "`PlotMapView` also has a `contour_array()` method. It also takes a 2D or 3D array and will contour the layer slice if 3D." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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l3DZrzig7BwYGaGxs5KKLLgLcBDRz5kxmzpwJ4ENAJ06cUAkoICDApwpOIyAN5zs0wtFAS0sLAwMDrFixgsDAQDVvcfz4cQCVgMxmM5WVlUyZMmXS+ZvY2NGVZgqaBkroqO8H/BOTNwFlZWVx/Phxli5dSnR09Lhib0optr/8ilFnIDM0nhMdNgL6kzAYDDxx8638aMtG9tdU+yWc6upqpJRjkqdCQFlZWRw5coRFixaRlpamEuX27duBswSkEGVycrJGQBrOK2iEo0H1RubMmUNkZCQLFy5ESklLS4tP4lwhoIqKCt555x114YyMjPQhoMn2T6vo3ctwSyRBQYHEx8dPysYZM2aQlJTkV+zNm4D6+vp48803/Yq9pYfEsqXhBFVWK2lpaSxMS2dabBxVnR1j3luv1/NmjRW7tYJFqWksTE4lZkQIsqamBiklU6dOJTMzU/WA+vr6fEJwO3bsADQC0nD+QSMcDVitViIiInxCZ0II4uPjiY+PVwlo586dfPTRR6SkpPgQUHh4uE8IzuVy0d3dPWHFW729CNkSi8WSManGniaTadT+m5FSB4cOHWLjxo1YLJYxxd4MAQ4MQ5KW5mZmrVgBQEZUFIfra/3mhqxWK6mpqdx/ohCH08lLJwoBmBoTy6KUVBalpLEoJRWr1YpOpyM1NdXn8yEhIcyYMYMZM2YAcPr0adauXUtGRgadnZ0+BJSWlqbOo0ZAGr5o0AjnPIfSPy07O3vccUII2tvbCQsL4/bbbwdQ99bYbDYqKio4ceIE4G6iCWC322lvbycqKmrUIj7sclDfVsVQ7/xJNfa02WwT7r8Bd3jQaDRyyy23oNfrxxR7W6U3AW7vo7GxEUtEJPahIZr7+kgIDVWv552/MRSf4PZZc7h26jQO1NVwsLaWt4tP8bKHgG6wO0iIisJoNI5rY2NjI0IIbrjhBkwmk+oBKTYqBGQwGHwIKCUlRSMgDZ9raIRznmMsmeiRUMJkGRlnvZG4uDji4uJYsGABUkqVgPbu3cvAwAA7d+5k586dhIeH+yT4o6KiaB4oxdEUAkxc8dbT00NbWxvz58+f8HlGljmP9IA+qjrOI3vWckF7FAOdvRw6dIhDhw5hMBpZIZ18uGcPy+fNU8XevPM3ujNFCCHITUomNymZe/MXMeR0crK5iX22Klo2b+Og6KGgvo785JRxbUxKSsJkcpPeSA/Ibrdjs9nYu3cvVqtV7cxtMBh8QnAaAWn4vEEjnPMc57L/RikN9gchBHFxccTGxrJnzx6mT5/OypUr1bxFZWWlKnUQFhZGWBIMtidiNBmJi4v7WGzs6+ujpaVFbeLpD+92nKAvOZDwvmCSMuK47rrr3OXXZWV0FJ+m5OBBSg4eVLV2BgYG0Ol0JCcnY9DpcLpcPtcL0OvJTUomrM/Oq4ArIpwfbnyPDbfdNSrHAzA0NERdXR2LFi0a08bg4GCmT5/OoUOHSEhI4K677vLZiPrhhx8Coz2g5ORkDAbtv7SGzy60b+d5DpvNNip/4w+TXfQ7Ozvp7u5m6dKlozpNe0sdnKkowtkfgRMHjz76qM8mz5FibzabDZPJRGJi4r9kY529nd3NZ/hKyhKa9xSwfPlyIiIimDt3LrPnzOGPT9djDgzibksWBk+/tY4OdyHBI488wiJcuGpqaWhoGKW1o+Rv/mf1l/jy+rX8ePMH/O26G9CPCAHW1tbidDonnMfh4WFqa2vJz89XCWj69OmA2wOqrq5WyXwkAXl7QBoBafgsQfs2nsdQwmQT5W/grEx0dHT0uOPGWvS9pQ5m5U6lpvAlut6bz4wZM9DpdD5ib2FhYT4huKqqqknlb2w2GwEBAX77pwG8aduPTgjyZRKbRtioE4LHrriG/965jZ8VHeXKrKn89LZbefmp/yMnJ4fg4GDaik6gr7Ty7LPPjhJ7s1qtpKSkMCc5hf+5eCX37djK/x4+wI8W+er7WK1WhBCkp6eP+yx1dXUMDw/7Jabg4GCmTZvGtGnTcDqd3H///Vg8khA2m42dO3cCbgJKTU31yQFpBKTh04T27TuPoeRvOjo6OHHiBBZPZ+WR+Gdkosfbf3OmaztDLe78zbJly0hMTPTpNK38KFIH4N7FX1BQoC6sY4m9jWxTo6Cos5q3qg9wWdJcOuqbMRgMpKT45llWZmSyJO3rPHe0gKcLDlFccoaLgbl5eUzPzubPrY0sTUjgjrQM1VNTpA4AoqOj2bdvH8vMZq7Pmc7jB/dzQUoai1LPyjNYrVaf/M148wiQnp6OlBL74BAhgaOLERoaGhgeHiY3N1fNAfX39/uE4BQC0uv1pKamkpGRoRGQhk8F2rftPIayqDU1NbF+/XoAoqKi1Ddis9lMREQE7e3t9Pb2TrqwYDxiklJyqmsjhrZ0H5mBkZ2mFQLau3cvx44do7u7e1yxN7vdPmb+ZsA5xC+PrSEuMJyfTLua1/e/TFpamt/FNtAQwA8WLuam6bN4/LU1OLvt3LNrOz8bHkInBMMBxlFibwcPHmTfvn0MDQ2xdetWAOJMJi6VLt7/cAdpl1xKYmIiTqeTuro6Fi5cOOHfxmazERcXz/r9xazfc5KKhjbM8VHkTU0lf2oqedmpxEWGqn9D79xaUFCQ6gGBm4AKCwvZsmULXV1dPgTkHYJLTU3VCEjDvxXat+s8hpK/+cEPfkBzc7P6RlxcXMyxY8cANwGFesqEJ1LtVPI345U5twyW0zpYibM5YxQxDTiHONxWwfPl27nFvISrUnLR6XSYTCZ+8pOfjCpx9hZ7U0J9kZGRo/bSVPQ00jzYzZ/m3YbRKWhsbGT58uXjPktSWBiZQsdAUiJxYaH8dOtGAIZHFA2Eh4ej0+nQ6XR8//vfZ2BgQLWv++RJ9JVWnqt8DpPJRGxsLE6nk7CwMFwul98QocslOVhspbLKirXfyImiXcyyJPLNqxZxpqaZLQUlrNvjDj2mx0eSG9pNUGg4fUOSkDGeJSgoCCnd/eXuvvtuDAaDmgOy2Wzs2rWLXbt2qR6Q8sKhEZCGjxvat+k8hXf+Rq/Xk5SURFJSEosXL8blcqkEZPVqTvn3v/+dqKgon/xKRESEes3JFBa0DVbhshvp63ZgXnyWmAacDm7Z/SgNA50AlHTXc1VKrk+YbKQHpEgdeO+vefvtt9m0aZOPB2QdbAFgSmjCpDpOAwwODtLQ0MCyZcv43vLlvHPmNA/v34s5YnRxhdVqJTk5GaPRiNFoVLV2jkeE8XbhMV5cfgnVHiIH2LJlC7t27RrV6LNvwMF3H19HQ30dy2IkOVlTuO+K5UxNPVvF53S5KKlp4UhZLQUl1Qy3VHPKHsAVv3yO9PhI8jzeT/7UNOIjQ31sjImJISwsDICcnBxV+8ibJIuLi/0SkNlsJjU1lYCAgHHnTYOG8aARznmK1tZW7Ha7X29Ep9ORmJhIYmIiixYt4uGHHyYxMZGsrCx3hdmZMxQWujc7RkZGquRTVlZGcHDwuGXODped4WY3SXkv+mU9jSrZ3Ji2iP+YdhW9vb1j7r8ZKXXw1FNPERQUxNy5c0dp7QhTAPNDAmiMrqKhrh69Xj8qfzMSPvtvhOCG6TO5YfrM0c/jcFBfX8+SJUtGnZsZF89fcRGUksy1c+bQ1tbGwMAAS5cuVYnSW+ytyxnAUJeT62Yn0V5fxX/ccQ1BIzpY63U6ZpgTmGFOYMW0BF544QR3XL2c5iETBaW1bD1Sxvo9bs8vLS6SeVOSiAgJpN9qY87sWX6fNTAwUCWgzs5OpJRcffXVqo0fffQRUkqVgLxDcBoBaTgXaIRznmKyZc7t7e309fUxbdo08vPzueCCC5BS0tTUpIZkSkpKVAIKCAjg3Xff9emz5o1Bp53h5shRMtFTQhO4Z8pK0kNiuTxpLkKIc95/s3LlSubPn69q7Sge0PpjO4lpGWbzxk2Am1DXr1+vEqU/sTerp39ab6CJuu5uUvwUU4C7f5rL5fJL3DM8/eFOtzSTER5BbW0tCxcu9NHa6enpoaqqijc27WbY3s70UBft9VUIIVi3bp1qoz+xN2V+LsyfS0hICHeuysPpclFa28KR0lqOlLkJyCQHWR7r4IWdZ/hrQRv5OWlct2Qmsyy+ZeZK14mcnBymTp3K1KlTAbcH5B2C2717Nx999JHaxsc7BKcRkIbxoBHOeQqr1Up4ePg/tf9GCKF6QAoBlZeXs2bNGqKjo30ISPGAFAJyuPoYbokk22z2WeSDDSa+lb1q1L0ns//GX5jM2wN60L6b5Llmvp9yGc8++yxxcXHU1tb6aO1YLBZS09NxhIZQMmDHVniMLp3gurWvAVD5w5+OOT9jlTlPiYrGpDdwsrmZuaYgv/tvQkND2XCymY1VDn5+8zVcOT+DJ554gtjY2AnF3tyFBXGEhJzN3uh1OqanJzA9PYE7V+Vx2tbIbx5/EYChgBAamjuwNXfw9u4T6HU6UmMjyM9JY/UFM4gP0dHf3z/KxsDAQB8C6u/v57HHHiMsLIzh4WGVgBTPUfl7p6WlaQSkwQca4ZyHUN5kJyszEBoaOm7BgBCC3t5eAG644Qbi4uJ8ihC8CcgYInD1BRIQEEBnZ+e4hKe0qZlo/43VaiUgIIDk5ORR55zSRY29jcVxU+nu7gbgyiuvJD09nc7OTorLyth5vJDjZaUqAQ0IMEkYNOiIdDq5beHicW1MSUnx2z+tpa+PQIOB+p7uMYnp2fcP8PbuIr5++QJuW5lLdXU1LpeLFStWMG3atHHF3oaGhkhJSaG2tnZMrZ2ctHgSgiQEBPL+b76LY3iYDwvL2VxQSlFVAzYvApoSMsSsMHi3sAYRFs+cTP/7mXp7exkcHOTyyy8nNzeXgYEBampqVBu9PSCFgCwWi0ZAGjTCOR/R2tr6T8tEjwWbzabmb4QQJCQkkJCQwKJFi5BSqgS058gWHH2SkydPcvLkSR+tHSUEpxBYa2ur2gNtonunpaX5XXAb+ztxuIYxh8RhPWVV998IIQiPiODZ+hr2DPQyIyOd/OgYLOiw19bRVFtL6rCL1O5+2HeAN+sa1IVTeUaHw0FdXR2LF48mpJa+Pu5cvxany8W38xdybOMmEhMT1camAOv2FPHM+we4dvEMvn/dhcBZj1IJ0Y0l9nbq1CmKi4upra3lhRdeGFPsTQAxxmHaHO42O0aDgcvzp3F5vrtkenjYxYfHy9lUcIah2tP0DQu2HShj/YEy9DpBckwEC3JSuXbxTOZmJvvYqHx/AgMDyc7OVjcQDw4OUl1dzZkzZzh69Ci1tbXs3r17FAGlpqZO2OhUwxcLGuGchziX/M1EMtHe1zSPCJMp8CagU9X76O1s4xtfu4f62mY1cT5S7E0px53o3na7nebmZjUnMhK2PneFmjkkloPWIz6lvo8c2MdH1VZ+v2IVt8+eC0BTby+/fuE5EoH81deQLvTqm7tSZaaojYaEhPjN37TZ7dy5fi1Nfb28eN2NzIyJZYMnf+ON9w64Paq7L1+ozpvNZiMhIWFUsYAChYA6OjooLi7m3nvv9dEtGin2Fh0djU66sHYN09bdR0y4b/G0waDj0ryprJqfzYMPniE7ew6Xps9gU8EZiqoaqW3ppKalk3V7TqoEND+8j6DgkDG9U5PJRHZ2Nt3d3Rw9epR77rmHvr4+1cY9e/b4EJDyspGWlqYR0BccGuGch1DCO2vWrPHxLkK92vIr42By/dO6urr8VmqNGls/hCG+i4BoBwuTF44p9ma32wFYu3at+kbs7QEpmKjMuXd4AIBAp57GxkYuvvhi93GHg6ePHOJLOdNVlc/qrk7uWv8W83r7iElIYHVuHoDqZY3cB9TZ6a6qUwoQzGYz0UmJ/Hj3Tqq7uvjr6uvJT07BarX6zd/85q7L+NqDr/Pj//sHf/v5rYQGBlBdXU1eXt6E86jkbxTNorHE3ioqKgCYGz7AK6+8wvzZM7CM0No5eKaao6dK6e/vRx8SwZzMJFbmZqHX6VQPaHNBCUVVDdS2dDCDXmocBvK++yjT0+O5dfk88qamkRwTPsrG0NBQkpKSEEL4eEDeIbi9e/eyZ88ejYDOA2iEc55BCZMlJCQQGhrKiRMnKCgoACA2NtZnj40iEz3Rhk9/u939obu7m57OfgItXXQM1kXfFRUAACAASURBVJAQ6E5C+xN7e/zxxwkICCAuLo7y8nJVa0cRe1PsrKqqGjN/A6AT7vxPY20dcJaYaru7cEnJJRnuPFZxSzN3v7se55CDGKeL2Z4EuTdGSh08++yzapLd2wOaIwRXpqWhq2+gyWiiqqrKb/7GnBDFw9++lnsfX8fPntnAL69fMGb/NG+4XC6qq6v9dlUYKXXw8ssv09zczKnWIQK6u0eJvQWGx/D8jmLCDQ5mhcOf3z1K//pCDHodiVFhZCbF8J1rF/PQt691z2NjE8888zStDjdZVdS38ZuXtgCQHBNOXnYqF83JZMXcKWOGY00mE1lZWWRlZQHuvVNlZWXk5+ersgwKASUnJ/vkgDQC+nxDI5zzDMr+m0suuYT58+fjcrloaGhQ3zaLioo4cuQI4C4fjoiI4NSpU5jNZnXT4EhYrVaCgoImLRMdEN9Dh6N6zHF9fX10dnayatUqLrzwQh+tHeWtXSEgnU5HcHAwx48fx+LR2vFe4PQK4dTUq/tIAEyesFppeysfbqnknZJiYoKCeWDhEnZteG/CRd/hcNDU1MTixYtZsHQpf9izk41FRcwyBrIqOpbe5mY2bTpbhm00GiksLMRisahaOwDzs1P5n7su4//9bSMvvtuNnomJu6GhAYfDMSliqqurY+bMmZQbHJzssfO3n92gekCVVW7ZiCXRbtLX6fTcuyIblzGMziE9jR29HCqp4c4/reHLF8/l3tVLOHbKTartQwa+u3oJX7t0AdamdgrKajlSWsPuk1VsOHCa3PRo0h2TC8fW1NSQmZnJqlWr1Lmtrq5W7dy3b59KQElJSSoBpaenawT0OYNGOOcZRoaglDBGSkoKF154oUpAxcXF7N27l56eHt5++23A3drG27tQCGiyhQVWq5XAwECCoiR2Z+ekbVS0dkaKvZWWlrJt2zYGBwfZsGED4O407R2C0+G2qbm23qd/miUikujAIJ44dACT3sA3cvP4dt4Cju7dh06nIy0tbbRhXqitrcXlctFiNHDpK3+jo7+fby9azA8WXqCSWVdXF5WVlaptmzdvBtxJdu95vGJBDrWtnRTu2UZyZOiY+RvvefSen7HQ1NTE4OAgFouFPL2dpzbsY0jqmDFjBtOmTedHT73DsTYH/33jQg7t3kFAQAAVJ90tjQwGA9PT01lxeTaHbV28uesYW4+WMsXQTrRBxwPfvYkLprvJJCsllqyUWG5dPg+ny8UHB4tZ+/5WCIA3DlYRlzYFc0KUXxuVcKx34YXRaPTxgBwOBzU1Nbz11lu0t7fT0NDA3r17EUKMCsFN1BRVw6cLjXDOMyj7b6Ki/C8ACgE1NTUB8M1vfpPh4WHVuzh58qTqAcXExJCUlERXVxe5ubkT3ttms5GUGkcHvSQE5oxro9FoHFNmQCGg1tZWAO644w5CQkJUG73F3kwhQeSaDHS0t5G1IFPtsyaE4IeLFmPt7OBbeQtIDD1LnpPZwHimvBwJ/OZYAdPiE3jxuhuZEefr4UVERBAVFYWUkuuvv57ExETVRqVjA6BKHcSZXFS1D3CsvJbcrNRx5yc2NtZn/81Y48DtMYkwN+F8VFTJ6sUz+evmQ+w9ZeW+21YyNyeR/Tu3cs011zB16lSfTtP79uwG4EvJBnqlE5NrGHN6GvnZ/js16HU6rl08k4G6Ys6U9rO/rJFdv32Jmy6awzevvoCoUF8yVdRMe1ymUT3wFBiNbpG+gYEBLrvsMvLy8tQckM1mY//+/SoBjQzBaQT02YJGOOcRlPxNZmbmpLyRkJAQtQQ4OTmZJUuW4HK5aGxsHLVo7ty5U5U4UN7evaUOuru7aW9vJ2VmMB1ASvDYqpznsv9G0XzR6/V+xd6OlBTRU+UuQDh8+DBnzpxR7bvaYiF6zjx1LgYHB6mvr2fp0qUTzuXxkjO06nVcNW06D116JYYxbPVe9AMDA5k7dy5z57or4rq6utTFvby8HIEkLWiY917/OyVZU9Q3d2+xt/HyN/7uHR0dTXh4ODPDwjAF6Nl2tIyk6HCe3rCfK/JzuHHZHA4dOgS4PSZ/Ym82mw2bzUZ5eTltbXZqqm38+c9/HlPsTUpJTXU106dm893vX8kz7x3gzV3Hee/AaX7+5eVcu/hsi6CyikoGXYJfvLQDXnILyc3NTOLb1yxm0bR09W/j7dUZjUamTJnClClTgLMekM1mo6Kigr179/oQkGJjenq6RkCfMjTCOY/Q1tb2L++/URK5CgG98847nDlzhosuukjdH3L06FHArQ+j/GcfGHBXi7liGwjWRxMZ4P8NWWlToyzK40EhppH7b7zF3qJyUvntq0+S2RLAlZdfQU1NjY/YmyJ1oDyr0j9tPDgcDoY7uxiOCOOjykoqOtrJifGv/2Oz2UhKSvLZf6MgIiJClTrYvXs3O3bsoHwwnCkxgbS0tFBSUgLgI/YWHBw86fyNzWZjxowZOIaG+fvWAgaHnCRFh/P//voB6QlR/OqOVQghxlV99SaggoIC3n//fa666ira2trGFHuLjo6mp6cHi8VCTHgI991+CbeumMefXtvBb17awuCwk5uWuQmzoa6WtLQ0puj1VDS0AXC8soHvPr7Ox46fLk/FZDL5tENS4E1ACQkJvPXWW1x55ZX09vZitVo5cOAA+/bt0wjoMwCNcM4jTDb239HRMen9NzabjYyMDJYsWaJ6QEqfNavVyunTp1WpAyEEVSdaSUybRU9Cj1+xt8naaLfbaWpqYsWKFeOOywiNJ67PANFBLFx4tgx7PLG3goIC2tvb3QumH7E3JX/z9eUrKTy8j3veXc+6W24nLtg3xDU8PExNTQ0LFiwY10bluRMSEqjrj6XSMcT//PQ2uru7fUJw3mJvR48epbu7e5QHpEDJ3wwHhPLl379MdXMnq+ZnE2DQ0dpt54FvXUNwoFF9uZjqpyrPn41hYWHk5+erczKW2BtAYWEhfX19mM1m0lNTefIH1/OzZ9/jj2u2I12SS+ea6ezs5IoLLuDeexYBbnmGD4+X88z7Byivaz17rZNncIgAfv33zeRnp5I3NY20uAi/PfCMRiP5+fnqnAwNDfmE4LwJaGQRgkZA/15ohHMeQVkwxsrfeI+Dye2/6ezs5IILLlCPKZVE3lIHTU1NvPzyywgd9FeHUlkheWTnI37F3ibK3yiYrMyAY9BBaC80xgypx8YSe3vllVfU8IxS4hwaGupTKh4TE4PVs49pXk4OzyUmcMtbr/PtDf9gzY03E2g4m/upra31u/9mJJxOJzU1NeTm5tLRaWTj4RKklISHh48Se1uzZo0671u2uMuRTSYTZrNZtTMxMZGiYrd39NB7x4iPjebJH9xAblYKq3/9Agty0pg3xe1htrS0+O2fNhJjhWP9ib298cYb1NXV4XQ6R4m9XTc9DeNQPH9+fTsdDe6iAO9763SCS3KzuSTXvWfnhY2HeOG93YQaXDjC4zh0ppqNh9xh3PjIUPKyU1VRurS4SL/h2ICAADIzM8nMzATcBLRu3TpKSkrQ6/WjCMjbA/LnmWr456ERznkCKSVVVVXExsbS399PcHDwmGOV/TfjyUQr42D8RV+n0xEaGkp/fz/pi3R0pR/gipA/01Hv8Cv21t/fT2RkJD09PT5aOyOh5G8mIzMggKrgPpoGukgIHH1NIQRhYWF0dXWxdOlSVqxYQXt7O8fOFLOzsJAhL6mDkJAQpJRERETQ09PDrLh4Hrn8Kr77/rvc+OZrXJCaxsy4eKbHxdPgSYj7a+zpjfr6eoaGhrBYLHQ1DtDbP0hrdx9xEb4bcUNDQ+no6GDOnDlcffXV9PT0+PWAhN7AwJATENy5fDZ3r15OoMnIK9uO0Npt54/fuMpnHmFi4p5sODYwMJD29nZycnK46aab6O/v9+k0vWf3bsKAaxIFVacLCdQLjpdVc1FkFIGm0SXO1y2ZyYatuwD4/q1XuQsvmjo4UlpDQWkth0qq2XjYTUDJEYEsCGpBH5FAdXMHaXGRfnOVAQEBdHR0kJGRwV133cXQ0BC1tbXqXB46dIj9+/erBKTh44NGOOcJ2trasNvtVFdX8+CDD5KQkKC+yZnNZpWAzqV/mnUS+28crn62Fb0CQEf4UfJjbiQnfj7CLEaJvVVUVFBeXs7AwACPPvrouGJv4/VP80ZVVRXoBJ2hkjp7m1/CAV/9G4DN9bX86cRR+pxDLMpI48mVl6kVcKdOncJut/Pkk08SEhKCxWLhPzOy+LCjg9eKjjPgdAJwRW8/YSYjv923m2/OzyczKnrMeQR3YUGTo8F9rLFjFOEo+2+UUGdYWJgq9gaw93gJf3tnO86eTszBEgG0nN7PX8qP0C+CKGkZYPGUFHKnJPvce6z8jT8bzzUcGxQU5CP2phBQZVUVBw8eQkrJ/u0fsGfbB2AKJTUtnYsWzGNKpoWAgABiI0KYlRjEsL2fqGh3eDMjMZqMxGhuumiuuxFtUwcFZbUcKzwB7c28cbCKZ/a8SGxEiCf85hakS493E9DIcGxAQAAZGRlkZGQA+BDQwYMHx31eDecGjXDOEygLxo033qjqxBw7dkytUIqPj1dDRhPJRHtfc6z+aQDlPbv5sPFxWiti0BuT+Gruo8QE+V7XW+wtPDyc8vJyvvSlL6m5AX9ib0lJSZPK30gpOVxSRFuIk0tT5jIncuxnslqtbqnoiAi+8s5b7K2pZklaOpmRUbxSdJw+vZ758+cTGRnJqVOnuPZa9857Reytp6eHaUBeSAgxSUkMh4VSX3ic+rBgtp4qYmpM7JiEY7PZiI+Pp3vAyUNrdxIWZPK7b2WsRb+tu49H1+3m/YPFJEWHc+9Vl3Jk5wesXHUpB0vrKS4pI9rYw8xwF/RV8sADD6ghuMrKSpUMxoPNZvtYwrEKASUkJHDo4EEuvPhi2gckp8+U0dvRQn35ad6oOI1OpyctzS32Fir7sQ3q2FVUxeX5vrYKIbAkRmNJjCaou4YTvUae/6+vcbSiniOltRSU1rCpwB1eVAgoK8odbhvrO64QUFJSErt3755wbjRMHhrhnCdQFoyZM2cihGDZsmU4nU7q6+vVUMKxY8cYGnLnOg4cOEBLS4vqAY3c8+Evf+MNh6ufbQ0PExaQQFBHNgmW5FFkMxJK/mbWrFno9foJxd4OHz5MR0eHX7E3p3Tx58J1DHf0Ej89ifvm3Ky2uRlrfpKTk1n56osA/G7FKm6fNYf63h5eLTrOujOn+NGiJWr+ZubMmZhMplFib0oCvdsjI5DQ28dlpgCy+wdpaWkZJfbmdDqprq5m2oxZfOvRtXT3DfD0f9zoIw/tbWNsbCyhoaHUtXbx7AcH6O13cPhMNQNDw9x9xUK+ceVCjhUcBuD+DYU0dA1yzaJcvv+lpQTppU+CX1EbPX36NHa7XfUkR4q9KV5vRkbGpLqGn0s4dvaM6e7KsytX4HJJdh4r4Yk3NhJrHCai187u3buRUpJggl2b3sXYk4/F4l/sTcnfZCbHkpkcy03L5iClpLq5k4LSGjcBldVS62rDHAzfemoj86emkzc1lWWzMkiI8u2koXi9Gj4+aIRzHmCsBUNJ5KalpakE9Nprr1FdXU1kZCSFhYUcPuxevOLj431CcMqCMdZbYnHXFgZdvVwS8ivWdLzPwvzJeUwjy5z9ib2tX7+eU6dOkZKSMqbY24dOK/tKC1lAALfnXzYu2agyA0uWwGl3BwRzhDv8khIWzuK0dNYVn+YHCxerZc7e1Uwj5a6llGzevJmDBw9SrdcxVejYvmUL27dsUcXevMvFh4aG2FBYS3u3i6d+eCMzzKMF55T9N0pX7LUfHWfD/tPq+dtX5nLhTAsnKupZt20fYlgQFxPNn7+z3EfZ01ttVCnFnj59Og0NDaPE3hQ7jUYjvb29E3q9/2o4VqcTrMybhiU5jh89+Q4nS/v4/soFlB8/RHBsEp2NTaPE3pR5jI6OpqWlZdT+JCEE5oQozAlR3OghoCeefAqHS5AfauZwaQ2bC0pIjYvg3d/ePcrGiUK2n3UIIf4KXAM0SylneY7NBZ4GQgErcIeUstvPZyOB54FZgATullLuF0K8ASiuZiTQKaWcWEcEjXDOC7S1tY1aMJxyiD3Nz9Iz1IJRH8IliT9Gp9PT0tJCdnY2N998M06n06fPmjcBBQYGotfraWtrIywszMcDktJFYcd6EgKnMdDkXpgniv0r+28m2tAohKC5uRmz2cytt97qo7Uz0gNaYDAhhNv7GE/sraamBiklmRkZ7MjP4zvv/YOv/eNt/uvCi/hGbh43TpvJT7du5FCNjdra2jG9Om8b6xsb6Q4w0DXFwn/efBvdXV2qjVVVVarYm96zWdLR38sf7ryS2Rn+1U0bGxvVNjUA31t9Ieb4KDYcOE1ZXStrdhxjzY5jgOTqBDtJFgsP3H3LuAt/Y2MjERERXH/99aoGkXenaYWAlEW3ra1tXLG3jo6OjyUcm5kUw99/cRs/eeZdtu0/RkaYga/efivX/Pqv3LFiLlfPTVVtVKQOlOu0tbVRWVk5ptjbwMAAHW2trFixgosuuggpJb9+cROHS2r82qj03vsc40Xgf4GXvI49D/xMSrlLCHE38HPg134++xiwSUp5kxDCCAQDSClvUQYIIR4GuiZrjEY45wH8VZPV2U9Q2LEeHQZAsjz+e3R3D6p7OwC12WVqaipLly71IaBdu3bhcrl46623AIiLi1PfNkVcG52OWq5Ivo/Son9eJtof+vv7ffI3I8Xe2gZ6+ObWx4nvNWCphiGXg/feew9gTLE3JX+jdCN++8u38/Otm/jjnl0EBwSwOmc6xh16Nh89Ci7XhDYq+29qA/T85uKV6HU6oqKiiIqKIjc3FyklnZ2dbProECeOHsQoYGpwPzvfX8ehDzf5lDjHx8erNnrPT4BBz/VLZ3P90tlIKWns6KGivo2GhgZO79vK0gXzxiUbxRvJzs5Wx40l9rZjxw46OjvZv38/+/fvB50eZ0AI4THx3HrlxSoBnWs5/aJFi8YcEx0ezNM/uok/PfgQDb1Onv3gIItnWNhwsITvfemiUWJvO3bsoKmpiePHj1NYWDim2Ju/Pn06ITCMINCBgQEaGxtZtmzZuM/yWYeU8iMhhGXE4RzgI8+/twKbGUE4Qohw4CLga57rOADHiDEC+DKwcrL2aIRzHkDZfxMdfTZpXWs/jkBHiCGaSGMqRn0wp6zu5OpYC4ZCQGFhYWzfvp1LL72U9PR09c3dW+rAELGAsuw+SktLSUlJmbRM9GT33/h7i5ZS8vtT62g2DfK7xXfy9lN/Z+nSpcyaNUt9Iz5TUuIj9mY2m6m0WYmNj1PfiEOMRv73qmv5xrvr+f927WBGXDzLLRmUl5SRLUbLDIzE0ZIScLnIsExhXqL/51l/sIwnN53imkSYO3ceK5df7FPirOwDCgoKwmKx0NraSkREhN/+aUIIkqLDSYoO50BvE6fHmB9vtLS0YLfbxx0XGhrKjBkz2LRpEzI4mk2VA8QEOIkPdBFrsqOvL+eFF8pVsbe+vj5MJtOEhQWTfbkYGuxHNzxIZmY2r+09uzF314kKVs13b1RVxN62bt1KZmYmN998s28Z9gixN6fTiU6n88kxOV0Sg973+zmyavHfgcsvSZZtbYP/0jWOHG8/BQx4HXpWSvnsBB87CawG/gHcDPjrVJsJtAB/84TgjgA/klL2eY1ZBjRJKcsma69GOF9wjBVXr7UfJ9KYQoejhlmR1wDuRT84OHjChK/yJpuZmUliYqLqAblcLs7YjrCh8EnCumZy4ngRQ0ND9Pb28uSTT6pvm2azeZTY21htavzde6z9N2urD7C3pYSfTr+GgPZBpJRkZGQQHx9PXFwce5xDPNtQzR8uvowpOr2aOO/v76e3q5uHHvkLWRmZqp1/uewKrnvjVb73wbt8K28BBwtPEB4bM+5u9GGXi7/v+pA44N5LLh11fnBomN+9spUPDp3hitmp6FqKmTY1e5TWzlhibw8++KBPqbjiAXnPT1RU1Lh7mJRxMDnV197eXpoMwUzPSOXhb19LZGgQwy4XX/njy4iBbm7JzaCutoaWFre66gMPPEB6erpqp7fYm3LvwMBAv21q/Nl4x9XLyZnVwW9f3opLSp54Z69KOOAbjlUIaCyxt/r6egAefvhhNQc00N1KkGF0xwJvOYt/B9q6kikoLPiXriGEGJBS5p/jx+4GHhdC/DfwLiM8Fw8MwHzgB1LKg0KIx4D/wtcTug147VxurBHOFxzKguG9sAy5BmjqLyHG5D6WGDTtnBO+/hYMnU5HfeBHhMxo5utZj1F2ysb69etZuHAhHR0dY4q9xcfH09zcrO4nGQ/K/hulUaSCmr42Hi/ZyIVxOXw5fTFbt25VFwwpJb/76ENePH4MhOBUfx+3rVjFwoULKS8v59VXX8UaP0yQs4eh0hIfsbevJybwVn0tmwqPkz3sonMcsgF4aP8enB2dBEVGYo6L8zk37HRx72NvU1hRz3evXUJOmIMdO4r9ehneBFRfX89zzz1Hfn6+2rlbaZoaFBSkhuDMZjNWq1VtvDnRPIaHh096/01p6yCXL44nKsy9XytAr+e+Oy/naw++zvYaJ1flLqFl6z/Izc3FYDCooTg4K/ZmsVhISknlTGkZuqAI7INDhASOrWdjs9nUcOzq5GSSY8L51iNvUdPSSVffABEhgeo48E+e3mJv/f39PPDAA8yePZvw8HBV7C1cSsIQvPDCCyqRV1VVTapr+OcRUsozwGUAQoipwNV+htUCtVJKZSPSW7gJB8/nDMANwMTytF7QCOcLDmXBqK2tJSwsjPT0dJqdp3ExjEFnAgQJgTl0dnZOOuFrs9n8Jnx7h1o5072d6RGXEqSPoLq6GpPJxOWXX45Op/MRe7PZbD5ibwB1dXWcPHlyTLG3/v5+GhsbWb58+ahzEnf5qsM1jFO6G1empKQQEBDAmqLjvHj8GHfPy+NUSxOnmpt8ngUBVRbBlKhE3umo5s7YhSySyVR7uiQv7OuHXrdgXFtzMwVHjpCZkTFK7G17ZQXPFxziTpdkrp+9LaW1zRRW1POzmy/m9pXzeeWVV4iPj5+0zMBFF12kzktnZ6dPibNCQODuo3bgwAEsFl+xN3WuPC8XWVlZk3q5CA4Oob3RRWaSr/Lr7Iwk7r12CS9sPEh1RQm5EbCuqI2506aQv/RycpKjaG6o59jJYqqrbVRWVqqf7em2s3nrdvLnziQlJcWvZ6tULSrh2Pypafzjt1/nlLVRJRtl3LmEY/Py8tTv+emqen786Ktcn5cGQ32q2Jsy319ECCHipZTNQggd8CvcFWs+kFI2CiFqhBA5UsoS4BLgtNeQVcAZKWXtudxbI5wvOJQQVFFREYWFhe42LrEBDEZn0pdqIiLWjEkfwmmruy3KRCGWrq4uOjo6WLhwoXrMJZ0IBFsaHkCgIy/6y+q9vRcMf2JvjY2NbNy4kbq6OqqqqtSF05/Y23hvsukhsfznjOv43cm3+b/Tm+hoaGDZsmVIKXlo/x7MEZHct+xi7t+zi5dOFDLkdBKgd4fVgmIjsItmfjvny7xYuZNXag/RkDiLP9x0KwJBa2sr//vaa4iODoKHhnjfU4SgiL2ZzWZMMTH8dMsHLAgNR3T6toBxDA3z2oeFvL37BELAJbnZ6v4bJYQG4HS6+N2v3sbhGGZKVgKZWQlkZsVjrbISExPjQ8KRkZFERkb6SB1s376doqIi7Ha7j9ibdwguISFBVX2d6G+tEFNSSiqiqgFbU8eoMfdcuYi7VuXx8po3aKi1ERAYwus7C3l52xF0QhBoNGAfHEIIHTNSMgi0N5Jq7CcqNIiio4coOnoIg8HgE4JLSUnBbrfT1tbG/Pnzfe6XFhdJWpyvV/avhGNPWJtocRhYffWVJMdE4HA42L9/Pzt37vy35m8+KQghXgOWA7FCiFrgN0CoEOJ7niHrgL95xiYDz0spld5HPwBe9VSoVQJf97r0rZxjOA00wvlCQ0r3Rr9p06axevVq6urqsFqtHC7ZhqMsmeoSAYTwbNKzDA8PYzQa1UWtb7idWnsh7YM1OFx9DLr6cDj7aCobBAI5oX+BE2UP4XD14ZTDRAQk0zVUxyWJPybSmEJPT4/fBcMbitSBw+EgMzOT22+/3UdrZ6TYm16vR6fT+e0yDXBtah4nu2rYVLSfhTJADQ/eNWceTxw6wD0b1mPt7MThdNLWbyfaaKKuro6s+TOBZip7m7hv5vWkBsfwZOlmssN2cfeUFe4KvLAwSvrtrA00cEfWVK5LSMZq9RV7u0InSI6OpgM3GSmCYg+u3cnbu4uYn53CT266mISoMGpra9X+aQqqypvZu6sEnV5w7HAVw8MuQHLBJS4c/SE8/McNZExJYEp2PJlZCYSFnxUzi4iIYGhoiKioKH74wx/6aO1YrVYfqQMlvxMcHIzL5RqzoEMJxy7Pyeba4Wje2HWci+dOIXdKCjrdWc/IaNDT29HCtKnZ/PrmmxlwDFNU1UBBaQ2dvQPkT00lPyeNXScqePcf70KggV/+/KcMDAz4eGkffujWwzEYDGrhQWBgIMPDw6NCqAr6+vr+pXDskbJakqLDSY5xz4nRaMThcPzb8zefFKSUt41x6jE/Y+uBq7x+LwT85oeklF/7Z+zRCOcLjPb2dlWXJCDAvQCnpCdSlHg/04MWU2I7Qar9cvobjTQ0uHt4PfDAAxijHYjYZgzxXejjugkMNGLUhWDShdDTEIfeKElNMmMyzMSkC+Fo+1q6huqYHXkNMyPc39fJViLZ7Xaam5uZNWvWKK2dkWJvZWVlSCl5/PHHiYmJ8dmIqpDQT6dfQ3NBKS7RjyvSnW/54cLFnGhqYqe1isyoKJ695joSQ8OoqKjA5XKhjw+DNijraWRZ/HS+knER5T2NPFO2jRkRqeRFWKivq+OCefPYXl/N5oY6fnf1alXs7dcfbKDg9GmujUuko9Yd5YMeJAAAIABJREFUYXj++ecJDQ3FGBZNwZlm7rx4Hj++5bJRgmLeIczTJ92f/fub3yMmNowaWyvHC89w4tROnCKUA3vK2PTecXV8dGwo8fHhxMSGERUTQvdAOTFRyRw+UEFMbCjm9Cxmz56NyyVpamqlsryS1vYmiovdkZHXX39d9YD8ib15FxZ8d0oOO4+X882/rCU82ESwyUh8lLtb84yUCLq6uliyZAkAgUYDC3LSWJBztvjpYLGNP766ncsTBVOzMtDpdOOKvSl5tA0bNrBx48Yxxd4m2oCswF841uWSHCmrY9msDJ+xVqtVDcdq+HihEc4XGP4WtYZ+d/4mIMCEIb6L0LBGBlOawRaHMbsWg0mga0vEXpHGYKn7DS84MZFUz8K+qXkTWRmJXJV6q3rN1OC52PoKWBr/LZ8F9V/df+NNQLm5uTzwwAPk5eWpEgEjxd4U8snsC6EqrJ/7Tr3J3y64l2CDieev/RLtA/1EBQap6pyHS04gBTzS/CFpYTEsjnVXPgkhuG/m9VT0NPGr46/z55TrcDqdzJw6lWfz5rOl4mwV6D9KillTUca3lizh24uWcP/99zNnzhzS0tI4daaUkrJy5kVIekoO8Je/nFRtLCsrGyUTXXyqjuiYUBIS3TovmVkJNDZXwCn45X/f4e4W3d5HRVkTleVNVFtbaW3poa6mndLSKnLmDrN3Zw3r15yNdOj1Opz/P3vvHd9Webf/v4+2995L3rETZ+9lEhIIEFbTAmV3UTopdD19eNrSPqWFlkJZZRUKbdiBhISEhOw9bMdO4hFvyXtP2do6vz/kcyLZ8qAPpV/4+Xq98iqVj6RbR/Z93Z91XU6X/P/jE0PJma9gxowZ5OTkyGQuRUCS1YFer6euro6AgADCw8MRBIFtv/kax8rqKalpwe5wYuzo5Z97i4jXWpgXAi/sL+dks5WFmYnMSY/HT6umprmLoxfq+euOE8yIC0Hl6pNFMkfDk4BqamqIi4tj0aJF8ho9zd4kAmpra0OlUhEfH+/zNSf6Patr7abPZGZB1qVIxmq10jqSjp3Gp49pwvkCw2g0EhgYSETEpWJv8/B5BBQEqtytz3WDJ9C1u+sAG1fcRW7yEpSCGofDIafgjEYjhYWFnDp1CnDLrOzevftSjSVwMfrAxWPee6o20Wq1etINo6HBXbTPy8sjJSXFy2tHWmN5eblMQJFaDQPne/h976v8dPUthISEyAZpxqEu/lq1B0tFFepAJT/Ou44bEhehUlyqAfipNNyUsozfl22loPICwsj8jU6nY36ce62V3V08eGAvi+MT+cmylbSM+N/k5OSQkprOI7vK6DNH89x3rmagp1NOb0lmb2q1mvfee0/e4MtLG8mZmeBVyDcajV71m/CIQMIjAlm0NN3r/pw+fZrdu3fz64fvwmZV0N01SHenid5eExq1Cv8ALUqVgu3vH8dqtdDa5ODGG3K9vHY8U3CS1YFCoeCtt96S13j1ohlsXJIrv++wxcbrb71Da1MDokrH6/vP8trHhSgEAT+tmiGLu+N27dwMrs2L5tDexkmjXpPJRHd3N/PmzRvjtePL7E0QBDZv3izXqTwjIAm+6jeF1e6IcqEH4XwW8zf/f8Y04XxBMdH8TbQui4URt6APXEy0LpOdF/fQ51/NrOQV8rUqlUpOtYB7ev7IkSMcPXqUoKAgioqKZOn2mJgYrxkbp9NJV1eXV0Hc6rSzpeE0WqWK7OB4MoNi0Sk1cmPBv1Lw9WX2VlBQwO7du4mJisbZ0Yars42/nHVbHcQmJVCtHWCfoxZBoyJ/SMmSZUvYkDxWqqbTMsCzVXvIDo5HU2kjNjbWy4zL7nTyvV3bCdBoeOqqa1ApFHJEmZyczMNv7KO+rYe//nATmanJkJosm72Vl5ezZcsW4uLivAgoMQN0gW7HUb1eT1hYGEajUZ78n+z+hIaGkpU9cWopKtbBvv0fs39XHaVn/8bPfnk9WTPiCA4O9rI6MBqNvPrqqyQmJtLd3S0T0Gizt5iYGIb6upiRlcGvbroJs83O+bpWzlY30WcyMyc9nnkZCcSFB7N9+/ZPNH8zetMfbfbW3d3NM888Q2JiIhaLZYzZm7TGxMREjEYjiYmJ3vWbqkav+o303l+U+s3/i5gS4QiCcD/wTdwCbhdwdyvEAW8B4cBZ4A5RFG2CIGhx6/YsALqBm0VRNIy8zi+AbwBO4IeiKO75VD/NNGRI9RvPdJrDZaXdcpG5YV9Cqwwkwd99ujVMYjMAbgIymUzodDq+8Y1v4HK5vJSmPQnIc+hweHgYQaPiZ8WbOd1dIz+uQCBNHU52hwlHQiAF3bXMDEnEX+V7zsUwoms1XvEY3AQ0MDCAQqHgzjvvRKFQ8ODRVzEYjMy0O+kou4DaKXAZagICAxgSh1CIAv39/V5rdokufnNhCxannYdyv8SbB17x6spzXyPSOTTMsqQkogMC5TXGxMSwq6iGXWcucu/GZSyZ4a1KIAgCvb3ubq+bbroJf39/2e76vXcPMGzuY+fOnYB7g7VarbhcLp9K0xKk5pCp2Ay0tjUTHBzML393LU88spMffOsVbr1rJbfetRK1+hLpd3W57Z2vvfZaIiMjxzV7k4rssbGxtLS0EBsby5IZyWM+t3R/Jvs9k66biutrR0cHAOvXrycpKWmM2dvhw4c5fPgwSqUSp9MpzyklJiaiVCp91m882+mn8eljUsIRBCEB+CGQK4qiWRCEd3C3xF0NPCGK4luCIDyPm0ieG/nfXlEUMwRBuAV4FLhZEITckefNBOKBfYIgZImi6Py3fLL/n8NXzlpERECB1WWSH+vr6/Mq+E72mikpKW7fGIWC5ORkkpOTWb16NU6nU07BScOd+/btY9++fdiCVJj8rfxg1nJW5S7AaO+lcqCF2spqwMSH1ov8s6CCuWF6Xlxyz5j3nWj+xtcaPQf2/mflbdyt+Cs7hju5fOFMNoXOx9reT2FhIUOmIVkfzNPs7ayigzPdNfz3zBtR9tl82kRrVSpuy5vDi2cLMPT1khQUTGNjI/Pnz+fh944wSx/LN6/yrRVmNBqJioqS6zeS3fXF88O89rdDvLj5G/T0dlBYWIjZbKakpISSkhLZ7E1ap0RAHR0dn8gmOj09ncXLMnhp87f561/2sPmVoxSequW2r61i3kI9Wq16TDp2tNnb4OAgRqORoqIiuQuusrISrVbr1eIsWR1I7fSLFi2a0nf4r6RjxzN7Ky4uprKyEqPRyGuvvYZSqSQkPIoYesmMyJa74KxWKy0tLaxcuXLSNU7jX8NUU2oqwE8QBDtuxdBW3IJtt478/DXgIdyEc/3If4N7OvWZEZG364G3RFG0AvWCINQAi4GT//ePMY3RMBgMBAQEeNVv1AodWcGXUTlwgFVR30aj9B83fTEaAwMD9PT0sHChbxUNpVIpE9CFCxeIiYlh/rJFPH/iA1xdJtK6NdTtL6Juf5Fs9hbQH4xB1cOvV9/Mj4r/wexQ3xplUv1msk4kXxtGoErHC0u+RZ9tmPSgkVROqtsDRqfTsXHjRq/hSUlp+ir/AARrC6fMtYBvm+i7587jleIiXi4u4lvpWTgcDvR6PUtzHBRUNmKx2fEfNUkv2Qz4UsVeuDSdV186TF11H2uvmE9lZSUWi4Xbb79dXmP9KLtrz3symcZbV1cXQ0ND8nMCg3T87JfXkzMrkb89u59f/vRttFoVCxanog0xkKofPxoJCgpi1qxZ1NTU4O/vz7e//W2v6ELy2tFoNLLFwVTWaDKZxqRjx4PBYJjQ9VUiICkde99999HS0kJ9fT27j54hO8BFbdERHik5LmsETtdv/r2YlHBEUWwWBOExoAEwAx/jFnLrE0XRMXJZEyAl1xOAxpHnOgRB6AciRh4/5fHSns+ZxqcIURSpq6tjaGjIS64jKSmJvNCNlPfvoXLgAHlh7s3W39+fqFEyLKMxVWKSNoysvBz+t2U3xqgBHrniVpZHZI1r9vbR6+8zL1DH8oQ4hoaGxkzeTzWvPl7BN0IbRIT20tCk7H+zbJmX186w3co9e59C02NlrTKVyspKzGYzAC+88IJXdBEaGkp0QCA35uSypbyMFS73xpySksJdV4RyoKSGP7x1gIfuvAKlx0ldson2dR8zs+MICfWn4FQtl63Lles3o712xpi9DbitTP72t795rTEqKmqMzhqM/Q6vvXEBV14zh/PFRk4dr6bwdAWpuRZ2fVCFsXobd30zn7gE34KcUposODjYy2vHZDK5mw8qa6g3GDCZ3Ar2//jHP2SvHc8ISMK/0k4/GaQ0WmBgIFlZWeyt6ORwdyAqQeSf910jt2KXlpYiCAJJSb60LKfxaWAqKbUw3NFJKtAHvAtc5eNSyRrP15FInODx0e93D3APTH4amoZv9Pb2MjQ0RHp6ujw5ffz4cQRBID4+HiF0Lqe6PiZz4bpPlFefSsFX2jD+MVBEk9bEEwvuYnFkBoCX2dvg4CCPP/444YmxVA62kNCpYsf729iBb7M3X/ppvtaoUCgmJaampiZcPmwG/lK5i2pFH89c9XUWRaRjt9t55JFHSEpKwt/f36fZ29rISHbabBRWlBMTE4O/vz95qf5859plPLfjJFa7g59+5TKiQi/VeWC8NnCBBYtTKTxdR2urt/+NhNFmby6Xiz/+8Y9ER0cTFhaGwWCQvXZGm70ZRlTDfak5azQqFi5JZ+GSdIqKovjwww9Zumwuu7aVc2hfOVdfN4/5i1P5x9+O4HK5EAQBtcZJTEo/jXVwePfLKBQC8YlhZGbH0WDo4sK5BpoaegBYf0MAoaHBJCQkYDB4eu2oiIiJJSExicz0NGrr6qZUv/kkdhZtbW3k5+cDcLy0npd3u23VNyzO9UrBvfjii6hUqun6zb8RU0mprQPqRVHsBBAE4X1gORAqCIJqJMpJBFpGrm/CLXfdNCLwFgL0eDwuwfM5MkaktV8EWLhw4bS/678AaVPbsGEDkZGR2Gw2GhsbLykPVwTTWybyxwN/RBRFwsPDqa6uJjk5eVwl5Knm1avranEqoVkzzFMLv8bcML3P65pGBiSLY4bozQjiseU/oLPtkpGap9kbQHx8POXl5T7trj3XmJCQIKdvJro/o0+y7zWcZltTAXemrmZRhLvluLm5GZfLxbJly8jOzvZp9mYuKWET4GAYW3g4JSUl6PV6vnX1UtRKJX/dcYLjZQbuvmIht69bgMFg8KrfjMaS5Zkc+LiMfR+7kwFTsRmwWq3Mnz+fuXPnyl47nik4iYDALUhaUFDgMwLyvI8BAQF8975rufm2Nbzx6jF2bS9mx1a36kPenCRCwgIQBXfzg79fGDq1FofDSUmRkQMflxEYpMNqdUew66/OwWwuZdWqFSxbtgyAnSfO8fy7HxOhttNraaGjpYniMycRRRBUak6cOCFHQOPprH2Sdnq9Xk9bzyC/fHU3SoWA0yUyf9T8TVtb23T95t+MqRBOA7BUEAR/3Cm1y4FC4CDwZdydanfh9lYAt9z1XbhrM18GDoiiKAqCsB14QxCEx3E3DWQCZz7FzzKNEUgbhlS/0Wg0pKenk57u3kgHzb28fOZ7KOpy6G0Q5Y1JEATi4uLkdIdEQJPVbzxRb6inO9DJ92ZcMy7ZwEg0olJSpujid1m3oFNrx9hdt7a2UlBQwPnz5+no6ODdd98FvM3e9Ho9AQEBn6jgazQaiY+Pl8n1tbrDPFu1h6WRmayLzeNox0V6bSbqit3typsHiugtOE6PzUSvbQiNoOTVG75LqDqAzs5O9h4/Rs35C3T19fLBB+4/A8ns7Q83LWRPaSvP7TjBe0fPsyKgk3kT1Cfy1+by4dYiSorLSE4NHVfGx/M+grehmC+zt9LSUg4cOIDdbuejjz4CLnnteKp2S/dHaqePjArihz+9ii9/dQkPfPefdHcNsv7q2Vx17Ty2bdtGVVUvP/3VnTJxiaJIT7eJw/vLee7JvaxZP5MrNqbxwQel8hoPn6/lN68fYlZqMj/+cj4Dw1a6enox1NXSU+++5/v37weQvXY8U3DKEQ28ieo3nvdHqVTiVPlz75NbsDmc3JQ/lzcPFrMw8xLhSK6v0/Wbfy+mUsM5LQjCFtytzw6gGHcEshN4SxCE34089vLIU14G/jnSFNCDuzMNURTLRjrcykde53vTHWqfPqZiMxDkF0Ze9iIKjLX4+SXxox/dT1NTk3wqPnXqFCdOnJAJSDqNT3aaNJlMDPT00Zcs0DTcPeG19QYDvYEucsMSWRc7VgdLqtmUlZWhVCr5yU9+QmdnJwUXz1NYdYH24qJLVgdRkYSFhiGK4qQpP7vdTlNTk3zSFkWR9xpOszgig29lXM6dJ5+Vr11ar0YTIFBnbiFME0i8XxgzguP5sPks7xpPcU/mOqKjo0mKiKQG2BYcwIzQUL6fOYP25haqq6sZHj5HAHBLWgCd5n5cTgfHqlq5ZkRnbcznVin4+a+v55lnn6St2YbN5kCjGf/P1Gg0ykKeviARkJ+fW3ftm9/8JoqRmSHpn6fZW3x8PAMDA4SHh8tacADxieFsfv/77N9TyuJlGfJ7j/49EwSBoCA/Xnh6HzNnJ/KzX17Hrl070Wq1xMTEcKrCyM9e2kl2UhRPfe8GAv2kiDqFt/u76amHpWuuZOXcGV6DqJ4ElJCQQHt7OwsWLMDpdE5IOkajkeDwKL72+BbUSgXP/OBG3jxQTGxYEAmR3vM3U0nHTuP/hil1qYmi+GvcKqOeqMPdZTb6WgtuFzlfr/Mw8PAnXOM0PgEkX/nJTmp5oRs50fEKMfFaNBoNaWlppKWlAZc2ZemPvabGPT/z2muvERcXJ5+Ipcl7CVJePTguktK+sR7xEoaHh+ns6KAt0cFPsq+asH4ktTm32vt5vvMIBxylBGf7EaTww9U3jF+vg/ihHkJr3QS3ZcsWWelXOr17mr01NjZ61W9azX20Wfq4I3UVXRZ38f13c24mJzCe1wpfYNGiRVy5+kqvNQ3YzbxpPE5+TC7ZwfEYjUaio6N5YsMVfHfndp5oNPDaDV8mSKOhs7NTJnJHdTV2O/gNNvOXv/xFXqPUhCDdB5doRqWC2nozzz35Md+7/0pUqrGbqnS4yMrKGvOz0fCs3wiCMK7ZmyRxc/ToUQoLC8eYvV15zRz5OX19fSxdOnZoVqNVMX9RKnW1HYjipXZ6lwgPPLediGB/nvnBlzzIxo3yi1W4RIH8RXnoNBpyc3PJzXWrGgwNDckEJM0AFRUVcf78+XHN3sxmM62trVSatMSFJ/DEd64nLjyIHz+/g+Uz9WMaKqaSjp3G/w3TSgNfMEgplsly/xpLFK4hHfZwg9dJFtynyNTUVFnz6qmnniIgIIC0tDSMRiNnzpzh5MmTcgQk/bHX1NSg0WjITEpla/MZHC6nl1yMhNJa96aWnJLM/HDfulpwyVdezI7klmNPolOq+Wb6Wm7VryRQrcPitHOovYzfl20lv0xHvDaU2bNnYzAYxjV7a2pq8qrfFPfWAzAvPJWibrdfy7ywVIbaenzO3wA8MGMj9555ie8VvMwzC75GY2Mj8+bN4/LUdJ69+lq+u2sHX/vgPV657ktER0cTHR3N4sWL2bx5M+er6gmJTyMxQkNNTY2X2ZtEkJK754qV89n27llOHatm440LuOb6eYSGXar9fNL5m7S0NJ/k7mn2tnXrVqqrq7niiivkDd6X2ZvV6rZGHu+9v3TzEv77gTfZu7tITsf2mcxY7A7yZ6d7+dmAW7lhuL+bgIBgdD42/YCAAJmABEGgqKiIG264QXbzHG32lpSczJEL7u82MSmJh+75Cv46DXWt3fT60E+bnr/5bDBNOF8wSPWbqdpEW8PraDWXEe/vu710YGCA3t5eFi5cKA+HekZAngQEbumToKp+QiwuyjqNzIlJG/Oae86fwKkQ+fbi6yZc47GKs4iiSKGijZtTlnN3ej5hmkvRik6pZllkFnabHdWAgqwVWaxYsUL22hnP7E2lUrF37170ej1nzdUEq/1IC4zmhep9xPmFEakNoszg1mTzRdzx/mH8OGcjPy3ezNbzR7xsBtalZfD0VRv5wUcfcvk/XuGpqzayPCkZl8uFsaGBDquS/HnzuWZJDqIo0tXVJa+xtrZWJiCFQkFcio177ltA0ak2Xn3xINvfL+SVN+4lIHByp0tPdHd3e83fjAdPYhodAXmmtzzN3g4ePChHQJ5mbwsWp5GUHMG+PacJiXKvMTIkgJWzUtl3tor7v7QKjfrS9lN80UCg0knyFGooUsTk2YYtKU0bDAbq6us5PCJzAzAzxEHhGbchXcFIJDxdv/nPYJpwvkD4JDbRRqMRjU6FImQYs7N/wuvAe1MbHQHZ7XZqamp455138PPzo62snkVONduq/slpjwgoJSWFJnsffS0dhEWFkBo8eYu1UxB5cPXtLI3xnTY639dA2KAAovcafZm9NTY28tprrxEUFORFQMsD1Hw4vJMGUy2LM3IQBAGj0ThGP01Cj9XEnys+JFobzDxnNKep9trMr0zPZPONX+GW996moKWJ5UnJtLa24rDb6bL5kZfqbvkVBIGoqCiioqJYtGgRoijS2dnJSy+9RGBgoDxL5RcK6673p6FugJdffJ/b794gt0CHhIRM2SZ6sg1VSseOJiZfZm8vvvgiarWajo4OL68dzxTcDV9ZxEcf7SJSrZFra7euncd3n3qfj4uq2Lj0kgiodcDdPq30D2EimM1m2tvbWbNmjdfjktK0JiSK50600tsfwtWJDrQqBWazWfbaEQUFl0Wrqas4j8usl9u0p+s3nw2mCecLBMkmOiAgALvdPuE8gcFgQB1tIlQTT2rg2Dy853WT2Qyo1WpcLrcE/qZNm4iOjuaOnX9ihi0UrUVLQUGBrDQ9FCAQNKwgIzURs9ksF7N9YbC1i75AEaWP+oWEc70GogZVKBSKCQf2JItrURS56qqrSE9P52JDLb89+A8WOCO4UHqBXBs4qip4+tTT9Pb2kp6ezuDg4Bi76zcNx+m0DvDK0u9QuP0A0dHR+Pv7e11T3+veQBfFJ8r3EcCu8icpyvemKggCLpcLh8PBmjVryMvLo7u7W44sLOZKegerefrpaoKCghgeHiYuLo7u7m7ZQsAXjEYjQUFBhIeHj3t/pOtgcmISRZHh4WE2bNjAkiVL6O/vl6M0g8HgYXWgIypexG4VaG9vJyYmhiUzkkmPi+D5D0+yNCeFyBB3inCgpwOHKFDXY/2X11jR0M49T2zBT6PiL9+7gZ1v/4Nlq1dz2WWXyRHQE69/SLw/XmZvkr3BdP3m349pwvkCQdrUzpw5Q1FREQkJCfKJMykpSSYgqeDrl9rM4sjbUQgTd/lI+mmTvbc0sKdUKklOSaHU1M5vVn+PHvMgT518j+q6WpL7NAiIVJZV8MeyCmJjY+XoJyUlRSYgi8XCQGcv3fEuTHbzuO/bONxNrElNQsLkG4Y0fyPNE7XqLNTFOfmfpddzqqOKty8c5BfR66mvqqGnp4eamhoef/zxMWZvRzrdum9ZgbFsbWwcI8NidTh46swp5sTEsizRTYJ19fUMu5TkpiVNGH16RiOCIBAZGUlkZCQLFy5k5fJevvuN51i4LIaYGB01NTU0NTXxzDPPEBQU5BVdSAQkRb2pqalTGu6dSjp29KYfEhLCnDlzvCIgSd7GrYRt5cUXX0Sn05GcnMxXF8Ty4oFyvv/0+7z0wFcI8tdhNBpxaQK5aOyYdI2jVcMlDAxbsdochATo6Olo90qT+fv7ow2NprBbxa+uWs8V89JoaGigtrZWVueexr8f04TzBYJhRKbm+uuvl0+bx44d4+jRo3LKQLIPAAiN1zAj+PJxX28qNtESRvvKzwpN4nBHOTuainiu+mN67UPcnZ9PUq2Ds4VF3HrrrXLB1zMCio2NlbW3RFGkJ8jF28aTBKr9WBg+tujdOzRA/KCTlNkT1yek+xMXFyfP3xT3GNAp1cwIjufpyo+Ii4tj7fJ8Drvcg6l33nknra2tGI1GL7O3ZJ2LhKRAjg4fHWMTDfBW2XlaTYM8uu5KOWqpNxhptyj44boFk64xLCzM5/xNbHwYV21cwrtvnOT+B5cDNdxxxx309PTI37dkdRAYGIheryciIgKTyTSpascnSccaDAb8/PzkuZ3RCAkJYfbs2QiCQGlpKeXFCpavSic1MxCj0UhPVRXLgsFu7+d3jz/L+mXz6OzsJCw+g7riDoYsNgJ0vg8Phgn005bMSOZvP76JX7y8i80fHiQ9QOFFTEVV7mHjBVmJ+Pv7M2PGDFQq1TThfIaYJpwvCDw3jKysLLlV1mq1eokqHjt2DFEUARHb2RwODRxGr3d7hoyOEKaa+x8aGqKzs9NLkDIv1H2y/9/S98gIiuXx+XcyIySBFw68QHJystyGnZ+fP8bsraioCIfDLdO3si0U40Arv639O0Fx4dyYtoy1sbNkbTRr5wCCOPka7XY7zc3NLFlyScG5pNdAXmgyNpeDC32N3KpfIX/u2NhYuU4l2V23t7ez9exB2msuYm7o5HB1MwB79+6lpqbGXThPSODZgtMsSUhkRZJ7k68zNCA6HYRHJTE/c/w6gWQzIFku+8LNty9j+/uFFBacJyQkhNTUVNLS0mS7a8nqQPonEdDBgwflaFUiIk9ikdKxkzUWSPdnyjYDag12i5rKMjP3/dit9SuZvR0rKKGu3sDxY0cBsLQbWBwCO/fsY+WiucTGxnpF1uPVbzwxOy2ON//7Nv70l6foHBa4+7F3+NLKPK5cmE1hdRMxYYEk+pi/mdZP+2wwTThfEEgbxuiNV6vVkpmZSWZmJuBOVT325O8R1E60QrBXBDQ6BTeV+g34zqvPDEni93O/Su1gG19PX4NaoZJ1rUZvGL7M3p5//nkcDgfhYeHQ2EiCQ41YPcjJwt3sCv6IkLhIlmTPQdFtBmHyDaNpxI1TWqNLdFFn6mCqdpvLAAAgAElEQVR9XB6FPXU4RCeLIzNwOBw0NTWxYIF3JCKZvV2IGqYvJIJnlv+Av//97/T19RETE0NFRQXFxcUArFIIzAwM5cKFC+j1erYfcHfw3X7NZROusb29HYvFMiF5Bof4c/V182juOEl69IwxQ5eS1YFk9vbmm2/S0NAgt7R7RkCeKThPCZiJMNH8zWjU1tbT2y0iinD/z6++9Bk8zN7eOXyO3bs+JNnfSXZODv0lZVSUFFBRUiBbHUhrlNrFJ1ujRglqp4Xc7GwOGq08/MZ+/rzlMBabg6U53kQ5VTmkaXw6mCacLwh8RSOi6MLiHMRPdelEV91zEqdFyZzFqdyw5mtYrVY5tWUwGDh+/DjHjh2TPW+CgoKor68nKSlp3D9Kw4iuVbvWyv66w/RYTfwgewPrYvO8VASmWpR2OBz09PSwatUq1qxZg8PhkGXlL9ZV09bcCm29VBUfIlEBSp2a2tpaUlJSxhTvPdco1W8AFIKCaxPms7WpgANtZURog5gTmkJzU7NsMzAaA3YzJb0G7khdjSiKtLe3M3fuXK6++mpcLheHyi7w5O7d5Kg1dBob2FrpHlB0iiAoFChtg2PM3kavESafoVq7IZO33jpJk9Ey4XXgVqfOzMxk06ZNXhGQlIKTrA6USiUK4ZJr6Xhmb9J3OLnGWw/9/b30dqt55Ilbycz2LcZ5U/4cqk/tpbnfQgiRVAoJZEeFcOeqLHmdktWBUqmUOwiVSuUYpWkJkmr4hlWLufcOPWXGdn67eS81zV04nC75Okk1fMWKFZPex2l8OpgmnC8IjEYj/v7+XgXfdxt+RKu5nPtmuJV5RVHkRMUOIITFM64A3BFQRkYGGRluuRKJgKqqqigoKKCvr4/NmzejUCiIj4+XC+faqGAuDrdxvs9IT/k5+v3tfKfIrW4UqQ3insx1Y4Y+pYLvVAQXPQu+KpVK9trJz8+Xzd4KK85z4VQRLquDd955B0D22pHWKRGQ0Wj0qt8A/Dj3WqL9Qijva+KBnI1oleoJN/2TnVU4RRero3NoaWnxqt+0mkz8/NRxAqMj+a+bbyVYo6Wjo4Ote4/RVluGSoBt27YBeJm96fV6mYCMRiNhYWHjEpKE/v5O93s22Ca8rqenB5PJJK/RVwTU29tLfX0927fvRBRFdu3aBTCu2ZthiqrhJ4656103brqM7Nzxv++hoSEcliESEvX8c18ROo0Ku8Pp0+xt165dOBwODhw4wIEDB2SvndFmbwYPOwtBEJilj5Wl6u++8pIe4PT8zWePacL5AmC8gm+rudzrOsPQaXqazai14cTF+t4EJAKyWCwUFBRw1113Ybfbqa6vpbymkqPHj3Hs2DFcgkh/gMhgoEDykIApyX3SzA1J5I/zbiPAh1W0L5sBdz2JMTIjE/nfSGZvdrudC6eKuOXmm9HpdPKJuLi4mDNn3Lqw0dHRJCcn09jYOCZNplGo+Eb62jFrjI2N9dmufbSzgnBNILkhCZwoPQG4iUkURb67azs2p4uXr7uRUJ37ubGxsTSaRLQCXH/99URHR8tr9DR7k6wOamtr5dTnRDAajditArFx/zcPI8nqoOBULQqFSHujjuYGB3d/eyEohn2avdXX109qHQBQXV2LwwH5ayduOJEipjs2rsGkLWVPYSUWm4nOPpNs6RAUFER6ejpms5nLLruM+fPnyxHaaLO35ORk2tvbiYqK8mosqG52W2Yvy7l0kJiu33z2mCacLwB82URbnaYx153v3YGzM5wMffrUCr5aLZWqXvb1lHJCrMKW6iAmM4i5rmhiTCqiuobpaetERETfKJJqCmVpTgYDTZ2EJOm8oonRNtGiKLKrpZhnqvYAMDMkkVkhSeSGJlI/oms1mS+JlCbT6/XyZgPgdDq9zN5KSkpwuVwUFBR4Fc5HWx04HA6fxATums/prhpWRs2QU0+SzUB1dzcXOtp5KH8taWGXZl1EUaS1uQm9GlJTUwkKCpLN3qSUnLRpVlRUYLfbKS8v58knn/SKLjwHO0VRxFBvoLcLcldMriYRGBg44fyN3e5k+7YjRCfAzx68ld//6iNefe4cf3nhbm644QYvs7e6ujrMZjP19fU89thjXmscbXUwMNiFy64jIGDs4OzoNUqCnL+9K4GBYQsny41UNHbIhAPe6VjJbXS02ZvBYKC+vp7BwUEGBwd59NFHZZ21MLWDPrtyzMFmev7ms8U04XwB4Oske67Xnb6ZFeIu1tqcwxg6S3Ga5qPXj69f5nA5OdpRQUHleXr8bWy98A4R2iBuSFzE+rjZ5IUmoRDc0UzjUDePvfECIa02ImfqCehzcubUaU6dOCmbvUlpI4vFIq/RYOrg0fIPKOqpZ1ZIEkkBEZT2NXKkowKVA65o1dCl19F04T1yQxLJC00iPSgWpeCdrzeMI7ioVCq9rA7279/PsWPHWL16Nc3NzV5eO1FRUfIaFQrFuPUbw1An/fZhFkak4XQ6aWhokOdvDhndGmzr0zK8ntPaM4DOOYwmOHDM8KggCF5uo6dOnWLPnj3k5+fT3t7u0+wtJSXFPfBpHqa/VyApOYLxMJU2Z1EU2f5eISJDaNRaUvSJPPznW/jht/7Ogz9+k188dCP9/cMMDym55pprKS8v5YMPPiA/P18mIl9mb2Gh4ShVDkKDJp/c92ynVwKP3XMtf99TQE6Sd8v1RPM3gYGBMgFVVVXx5ptvsnr1aoaHhzGMiM+ujgAXAq+//jopKSkkJCRM12/+A5gmnC8ApCJqRUUFZrOZhIQETnX9A4BFEe5WVMPQGWwd7nrGRDnr9xpP88y5D1ln0hI1K5bnFl3B3HD9mM3+VFc1D5a8yYI+kZjEeL636W6AMWZvktuohHdO7eGo2IQ5VEmOMpuLFRaESDX5McvJSgxjoKORCk7gFxvKkY4KdjS75WeC1X7MDdMzN0zPnLAU0nSRtLS0yDYDE6GxsZH4+Hi5O06KgKQ1jjZ7q6qqkjvapAio3eyW/0n0j6C1tdWrfnPUaCQrPIK4UaRSVN1EhMZBcsrkzrVS/cYzAhxt9iYREEBYpIhd7KGvr8+ntI1Uv/GsRTkcTg7uLaOqopXamnbqazswDZpZvk5JeoZ7xikqOpjfPXYLD3znNR747j/k5+rTojEajeh0OvLz8+Wh0onM3traG/n1g88TF5dIRkYyObMSSUi8FG0NDQ2NsYn206r57nWXInXP+zMV11fpb2HlypVyhHzb716lv7uDGxck09/fI1sdwOQNLNP4dDFNOF8A1NfXo1arOTQiWKhSqSB8Jqrofnr9rPgnOKgdPI7YFT1pwffq+HmUl5YBLdT6mdAoVV5kI4oibxiO8XTlbjI0kQQMDzB76aW5kdFmbzabjaamJt7e8i7DNgumyhYWiEpcQI+ygeURETS2tvHX+lpsgsCCYSu5gNOZwNfil6GPDKLP1c/Z3nqKe+o50uH2bokbUDHfpaRU3Y2u4yKzw1IIVo+tu0htzosXX3LS8IyAVq5cKZu9vf/++wwNDVFaWiq3OEtmbz3BLjR2d0NEfZl7U01JScFst3OmpYnb88aaqhWcu4haAXk5Myb8/qT5G8nqGNwRUExMjFsOZskSWWdt69attLW2ExoJR4/u4+jRfbLZm2cKbnTU29bax+9/tZWKsmZ0fmrS0mO4bF0uCUlBlFUe8Np40zNjePaVb1Bb087Bj8soOFWLPjWK3R8bveZvxjN727p1G42NjQQEKUBop727nabWInbsELjp1nVkZKQTHR39iW2iJTKeCAYf6diK5l5AzddvuxlBEDCZTOzcuZOLFy9O128+Y0wTzucc0vzNVVddRV5enluuo76Gs5WHsJQm82rpq269qAgT9t4w4mOicDqd454Ug9R+LBLjKFF30OPn4JunXuDmlGXcm7kef5WWU13VPFn5EZfF5PJVdR7b2TbhhjHgsvBy1wnUZjMdKRo6g6Noq+9hpkpL+KAVv44uchHJRSAgPIxh0YZNp+VUUwPbatxtxdEBASxJSOLLievJzg6jT+zn9JHjWIU2tgxd4I2z5wBIC4xmfngqq6NzWRCeilqhGjN/4wtKpZLY2FgGBwdZsGAB69ev91KaPn/+PDabjfVo2drwBnabnaCgIERRpKClGZvTyapk7642URRpaDSSqobU1PHfG6ZmMyAJfQ4MDNDbrSImIodvfGeFXLuorq7m3Dn3fQgJCUEQBLRaLQqFgiMHK3jikZ24XCIP/vZGVq/NRaFwk0ZJSQlllWM3/cTkCBKTI9j+XiGRUUGYhgbp7e31Im5fawwLC2N4eIjMzAxuvfVW+vr6qK2t48ihQpzOVvbt28u+fXvx8/NDp9OhUChQKpVjLDI8MdUZIavVSmtrK6tWrZIfk5pSpPWBOwU3NDTkc9h5Gv9eTBPO5xyeJ1k/Pz+ys7MJTLJSrS9mVegPCejPxmAwUFhxCKdNoLGxkUceeYSkpCT5RJyYmOhFQEajkTR9Kvev2sRfq/bwlvEEh9vL+c2cmwjTuFNM62Nn01bSPK6vvFN08X7Daf5a/TGhXU7moqS8V82AxUpeqJ7CwmZiQsMJ9dfQ191JuNpOpK2fcLUTtQBXttoIiYxAERaKUYDTjUZ2VLll8aP8A1jXbyIwNJQn5n0JUW2ltL+Rc71GPmw+y5aG0wSqdKyMmkFqI17zN+OhpaVFrt9IHXKJiYlyBPSnE+9wsa6adGUotbW1APz5z38Gf3+WuxwE9Q9gMplks7falm78nGa0IWPrNxN9hxOhq6uL4eFhutoErrxC7+W1I0VAEgFdvHgRURR5+umnsZghe7Y/V161jDnz4vHc1w0jckhRUb473jZsnMsf/3c7771zYEprlOSQ5s2bB7jrTwsWzMfUr+N3//M+jz93C07RJBO5y+XipZdekr12pHpadHS0TBAT1W88MbqdHuDIeXd9bZb+0vCyNH8zlXTsND5dTBPO5xy+Noym4fOAQG7UGnSxQWRnZ1PKG5hOpXHllVfK4opHjhzh8OHD8gar17s9Tbq6upg7dy4BKi0/zb2O9XGzeej8u9x7+iW+nr4GlaCkYqAZtcHgpZ8mwSW6+H7ByxT11JMdkIimbQgHw8RHxqMsHaDS1MrSxHiCu11kpcSStnIR6jAtFyor6bhYQJU5ANFpJ8LWS3hnF8ECrAdCIiNRhIXSiIiquZ0irZqX3n0HP5WKubHxLIzP5Ku5a7GoTBzpKOdIRwV9VQ7U/gL/U/4ul8XMZHV0js/U20TzN0qlkt5AF+b0YC7TX0ZtbS1r165FoVDw7onjpNsc7BiZsZHM3hoHXURoHKSljt+g4fneoaGhk87fSGvs7xGYO1/v9TNBEGQCSk9Pp6KigsGeQNrbhpg5Jxyl2syRo/s5cnS/l9mbNDA7XnSxbkMeJ49WUXK2jMRU7aTzN+OlyQICtCPr1DJ3TgZZWVmUlJSwbNkyOb0mESV4m71VV1eTkJAwaf3GVzv9CzvdGn33XHNJGWG06+s0PjtME87nHAYfulZNw+eI0qajU7pP1k7Rjq3dH5VWweLFi+XpbIvFIuusGQwGjhw5IqcgSktLsdvtpKSkMDMxkTdW/JDfl23lb7Xuk25lZwPRowq+EupMHRT11PP1tDU8ta+Mq8127Gp/qk90kBkbgaYdanbWEJ8QxrkCA06nC0GAOYv9CAwVuGf9BgLjQ6ho6aSo0khdvRF/zESOEFDgyEddqvVjXUwc7SolJcNDPFtwmqfPnCI6IIB1aRn8t/4Wjp98C0V6JKcGWjjSUUGUNpida/7L532MiYkZ1y6hyzpIlDZY3vTnz5/PoOhie9Epfn7ZFWyMT5RTcBcuXMBms6FWQKOxng8//NCry8wTvuo348FoNIKoQhBUBIeMb+uwe6e7SaPZ6OK+n36VpSsyvczeDAaDl9lbfX09W7dulSMMyYYa3ER238+u5o+PVtDfA3abE412/G3D4KEa7gn/EcLZ9cFZAgN1mK3uuZicnBySkpImNXvr7+/n7bffltfoafbm+d6j6zcXG93q0ytm6r2um0rUO41PH9OE8zmGr/kbh8tGq7mM2aHXyo9ZnSYcnSFExwd6SYHodDovoU+LxcKWLVuor69HEASZgKRT4+UpKaSHruDl3lN0N3cQje8Uy+ku9yBenCIWp+0cQTY7FYMKbrlsIadfK0ahVvLQH77C8tVZ2GwOKstbOF/SQFXtcQb74He/3IYgQGpGDHPmpfClqzfgHxsgE5CluZIYtZWGriHC+itRCDAXyA+PRBMVTrXoYGd5KfvPFrHB6WJQCOGlBbfzsnEvH7eeH7Nep9NJY2PjhKrYXZYB5oanYqwyyvM3H5W7dclW61NJiIqWzd6sNjv3/vrP6HVWoqKiKC0tlc3ePK0O9Ho9w8PDn8gmOiI8Bqu1nXvv/hv//ZsbyZl5Kc1kNtt49vE91DeUEBmj4MkX7iE6xh01+TJ7O3bsGAcOHCAhIcGLgIKCguT1Se3iGp2Luos2Xn3pEPd8f9246xzPziItI4ZVa3I48HEZez+6wPzlfgQGKwkMDPO6brTZ29mzZ9mxYwepqam0t7fLBDTa7C00NJTW1lYvm2hf9RtpjdP6af8ZTBPO5xi+cv/tlkqcoo1E/znyY1297bhMfsTOH39uA9x/xP39/aSlpXHbbbd5RUBGo5GjR48iiiJXKjUotGpcCjtWq3WM2dvOlmJmhiRS09lP3Ih2VbdNydz4GPb2DfOLh25gRb77RK/Vqpk9L4Xs3FgeffQgV+Yv5667sjhXbOTcWSM7t51l6ztnvAjIFhmEoApmxqxlFNc0UVdvQGU3EWHtJaK7i1ABbgDUOh02oLCxgQPVlSi0CvyUY4dJm5vH10+zuRy8UX+Mdks/sdpgGhrOyqrYZZ0dBKo1ZEd61z8uNnaixYkuIIg777wTl8tFW1ubfB89rQ4k6R2LxeLT7E3+Dru6GBoaYu3ataxZE8Xvf7WV++99jVvuWI7T6aLsQhOV5W65ndUb1GTPyJDJxhcEQaC7uxt/f39uu+0293fkYfZWV1fHhQsX5N8LgJxZsXz4wUkWL0tn7oKxqUKTySSnY0dDp1Pzq4c30dszxMG9pZw9t4/uTie33fA0y1dnc8XVs1mwKA2lypuoOjs7UalU3HTTTahUqnHN3tRqtWwM19raSkxMDEcv1AMwM+VSGnC6fvOfxTThfI4h6ad512/OAQLx/pdEM6Uun/jkiaVQRm8YviIgSejzzJkzuFwuXn/9dZRKJQkJCe6Ce1QgdX1t/CTvOt4+Xc9MtRYECw6VP32N7lmW2fPGpjKkgm96ehppacnkzU3m9q+twmZzUFXRwrmzRs4VG9m9o4h5K200GwTKCwqYPS+Fqy5fS1RyGBVtXRwsrqK23kiY0k6WYEcB5A9bqd6xEzFES3oQXLx40cvsbbz6zamuah4r30HDcBdrYmayRpPO27ZT6PV6es1mittaiQ0MRDEqtVNQ2UikxkF6mntTlnTo4uPjZasDiYBOnnQrSe/evZvdu3cTHh4un9pTUlJkXxzPw0V4eDjPv/YtnnhkJ6+/egylUkFmdizX3riAeYvj2f3xFtn+eyJI0Yh0+vc0exNFUSag48ePY7FYsDpaWbAS3nv/n1TV5JCekSavR9JZk9Y4HsLCA9hwbR4XLu7msoWLyExTcuDjUg7vLyc8MpCf/+p65i+8tHaj0ejV1DKe2dvx48fp6OigqKiIoqIidDodnVYl6f4OvroiC5fLhUKhoKmpabp+8x/ENOF8jlFfX09ycrKP+k2aXL8BaGnoQFDbCY2cuFtqsrkInU5HZmYmCQkJnDhxgtWrV5OYmDg2AhI0dLScx9XTTYxCyYBLzdzMREpLGklICicyaqy5mGEcXSuNRsWsOcnMmpPMbV9bRVVVNW+++QaLl86h9qKJj7YXs+1d99BmemYMq9fm8L8PXc39z20Fay3peXk8W1/DN9MyMLZUE9ni4O233wYumb0ZRmRq/P39MTksHGorY2dLMUU9dST5R/DkgrtZFpUlD7AWm4e445+vMGi18svVa8Z8lvMXq4lQQHZmxpifwSUCiouL49ixY8yZM4clS5bI0YVnBBQeHk5KSgodHR0EBgYSFuZOQQUF+/HLhzfR3NhDZHQwOp07cpOeN9mGKtkMjHfS93QbPXnyJFlZWaxfv55TJ0vYvesEFRerqLjonkeSzN4GBgZQq9WynYXFYqeuup2O9n4sFrv7n9lOT18LAHVVJhx2LTPzkqiubKWnx8TObWdlwrFYLLS2tpKfnz/u55DM3s6cOUNycjKbNm2S72NXwTlmBbsoOLCT88f3kZKSgt1uB5iev/kPYZpwPqeQ6jcmk4nNmzeTkpJCUkoCrUMV5IVf7XVtS2M7yqgBefZiPIxX8B0NiZgyMjJISkqSBSdN5iG+/uHjZNtC6OsaZpbFhggEAjqzEWOPiZlzUrHZbGPy51JefTL9tKamRgRB4K6vb0Cr1eJwOKmpauN8cQMH95bx9xcOMXteCkFKOwpEQuNiaW+qJ2vBfEoS+xmyDvPrpI0ySXqavf36iUdo8jfTEeREFxPC97M2cIt+ORqF+8/kQlUlFo2aX504yuL4RH6z5nKyIy7pmYmiyOv7z9La0kRE0OQS/p7zN3FxccTFxbFs2TLZ7E1aY0VFhSwN9Mwzz3jVLhJHydsYDG6b6IiIidOnU23FHhgYoKenh4ULFxIZGcnGa9fR3a5m8ytHuGLjTHLywrDa3GoDJpNbv+/h3z3C0KCK1iYbfV1gHga49LuXNsNFTCKcOtqIRquhva2fkFB/VEolUdGXDiNTHQy1Wq20tLSwcuVKgoODmT17Nnl5eTz0US06hYvnv71eTsH19PSMUQ2fxmeHacL5nELaMGbMmEFHRwcHDri7x1DOpzLRiSL9KHq9nsDAQPp7TehS+qf0msnJyT49RkZf58tmoHDAiCHIzA/nf4Xf7jlJUoAfyc1tNFlU5IQIxCTYGbZX8eijj3qZvUVHR8sbxlTWGB8fL28YKpWSGbkJzMhNICklgl/97B3UaiUK6yAi4DdCCP5qNRanDa1GS0pKCsnJyVzoa6Tp3BE4XEtzuJMAp5XkDiXJbQqoHma4upz9KUNEJcSzrbUZGhppD/Dj8Suu5vpsb/Mzp8vF41sO8+bBEq5J0RHmH+DTJtoT422oktmbREAdHR0899xz5Obm4nQ6vczewsLCZPJJTk7GMIl+mud7+/n5jTt/43m/R6/xtrtX0tNlYt/uC3z8oYOIyCCGhswsXA1dbaBSQUi4nfQcd/3Oz8+f+Di3vXlaeirbt28jMDCQ3/72Ds4W1vPzH77Oug15vPfWaRKTw73eeyLVcAm+5m+OlrrrN6mJscyePZvZs2djs9l45JFHSEtLm/D1pvHvwzThfE4hbRibNm1CEASGhobYX/pPymqKsfdHywQkzci4TFo6W/rQZzh9+sFL9RspNz7Ze/uav9nZfJYIbRD+ziBqenvYGBlLDwIdqhg2xM7ib+/v5eEnrqe3r0POux87dkzW5ert7aW2tnZcszfJJno8t8mujkEAgkP80DqHcan8sI9Edf4qNcNOG13DA7xQvZfdLedoNveQ3aImAwU3X7eJ/KRZ4BK9lKYLiooQz5xBirvyY+LIFt1yK3LB3+bgwb9/xMGSGr66Zi6u+jPo9ePbREuQ5m98aaF5QqrBXX755YSHh+NyuWSdNYPB4EVA4K5rnDt3Dr1eP6HZ21SIyWBwu756zt+oVEru/69ruOf7l3P4QAVnC+oJjXDQ3V/BPd+5hVl57prfaLO32roqDhy89NoFBQW8/koxUdGBzF2g5723TnsJkn4S/TSFQkFiYiKDZivn61r50V8/AODbGy+lDJuamqb9b/7DmCaczylGbxgBAQE44mpJjobbUr/P0NAQRqORQ4cO0dXVia0mgT01hexXlciS7Xq9noSEBJRK5ZTTF8PDwz595XttJo51XuSrKSvYerECrVKF0NtPt03BNctmcv5IAzFx4SxYOFt+jmT2dujQIZqbmykvL6e0tNTL7E2v18sENNnA3vkSI+GRgQSEaPETLfiFJtFvMbvvj0aDUhDotQ3xSu0hFkWk842MtXR1XMAcPczlKSNEq4Dk5GQGdFqebGviXJCOlaHhLHVCe2MjTQ0NGOrc0+vR0dHEJSSyp6yNkqYBfvzlNazNjePFiiNTanM2Go1yQ8ZEMBgMBAUFyfUbhULhpTQtEdCxY8coKyujs7NzQrO3T2ITPV6bM0BAoI6rr5vH1dfNY+fOnQye1zBzVqb8O+nL7O3kyZMUFhZiMpnYtWsXYbEQlajh9JmDxCa58Atw3xur1UpbWxurV6+e0v2R2pzvf/p9TpYb5Z+tmpXqdZ0gCNP1m/8gpgnncwhfG4ZTtNNqLmdW6DWAm4Byc3PZv38/SWlx9OW9z1znt7G06zAajRw86D5qSm6aFosFlUpFdHS0z/eUMB4xHem4iFN0sS52Nrcd3sYGvZ6ewhK6bBoun53B/Y8fYd1VeV7PkczeDh06RFJSErfffruX3fWJEydku2vP9J1UlPaEKIqcL2lgzrwUThSVohRgRmYGJ9taCNXpSAwO4Q9zb6XW1M6M4HiidSE4nU4ebdoty7CIosj5jnbeLj3PO+WlhOn8+OMVV3HjjFzeeOMNnJGR3HvvvTQ3N7tbcqtrOHu2mFhBZEM0DFSd5iOjO9U32X3s7OxkeHh40jqPNH+TlpY2bjQiEZBSqSQgIIAHHnhAjoAOHyygqPDcJauDkFCCQ9ypvsnqPJ71m8kwWTpWMntTKBSoVCruu+9H/Ojel1CozKy5Uk95WRUZuSJvvvUaAQEBhIeHI4oioaGhE+qsedZvAO67cZVMODOSosfM33imY6fx2WOacD6H8LXpt5srcYhWr/kbacOwp7Si06mYl7qY0PnuQcHh4WEv18T29nYA/vSnP5GUlE+kGRoAACAASURBVCSfiOPj48forPnStarobyJY7YdpyEW/1cKSwBAqgfCoWGrON2Ox2Fm/YTajYbPZaGlpYcWKFT6VpiUCMhqNNDY2AvDEE0941YCSkpLobDfR02VizrwUSi+WIYqwatEcntq+Ba1SxesXzrE2NY3V0ZdSXZ420efaWnng44+o7+tFo1Ryx+y53L90OcFaHS6Xi4aGBvLy8lAqlcQlJHCkqpPXLgyjVUXy4JeXoba7TcDq6921gxdeeIHo6Ohxzd6mWrTv7u5maGhoysQkDWrGxsay76Nq9u3oJzsngc7OTrT+NsKjBgiL6AcBXn/9dS+vHWmA0vO7nsoaP2k6NikpieOHq6i+2MMvHrqBtVfMouj4GwwMDPD17y6WHVEBPvjgA/bu3eu1Rk+zt9E20VmJUbz14O3c8vBmL3UBu91OU1PTlKK6afz7ME04n0MYDAb8/Py8TtHS/E3CyPyNKLo4VPYOAIFxLjbpnyVUc4kk/P39ycnJIScnh6GhIR577DFmz56Nn58fBoPBKwLyFPqUWrFH12+MQ53oA6I409wMgLJ3AKcIC/JmcOZYLVExweTMGiu+6KvgK8GTgOx2O3/4wx/IyckhPDwco9Eoe+0IgoC/XwgpmS4ioqH7QisotESGhXBt1gzeqyjl14f286cTR9l+y+3oQ8Pk+wjubrI3Kyuo7+vll6vXsCknl2DtJafK1tZWbDYber2eoqomHnnrALWt3ayclcrPb15DQqS7TrJy5UoeffRRUlJSSExMxGg0jmv2VlNTQ0hIyKT1m6kSU29vLwMDAzIxbdtSwGsvHWb9VXn85MHrcDiclBQZOHG0is6+AoZM0N+tRJ/homyo3KfZW01NzZj6jS98EpuB9vZ28vMv47XnD6NPi+KydTMBaGroITs3nvnz5zN//nxeeOEFFAoFCxculCNeX2ZvbW1tCILg1ViQlRjF5v/6KtkeJm7T+mn/b2CacD6HMPjQT2scLgZEyvs/pmX4As3mC/TURKPUxHLH3D/jpx5/Bkfa1BYtWiT/4Q4PD3upDEheO+COPA4fPizXgFQqFYahLpZHZnG6ppEZkVE0GIz02pVsykpm19MnWbw8w2daZLz5m9GQTrJz586V27Alrx2DwcCxI0Uk6kX27N2BVgQ7Ch597lVyszPZuelW2uwWbn3/Hb6/awfv3XQrWpUKg8FAdHQ0/v7+JI50lC2OT/AiG8/7s+WMge0F1cSFB/P4vdeRP9s7zdXe3o7VamXmzJnMnj2bVatWedldjyYgrVbLzp07ZRLyjIAkGI1GgoKCJrSJ9lyjXq9n70fnefbxPSxbmcWPf3EtCoWARqNi8bIMsnIiefLJAhYvXkqzQeDgx6X09TmIjvPn/2PvvcPbqs/+/9fR8LZseW/J207s2HGWsxczBAiETUspdAFtKbRPB31KWzogLVBKGWWHGQKEAM0CEghxhuM4drwSb0se8h6Slzyk8/1DPieSLSfmeZ5fCb/6fV25Lsc6Puejc6T7/tzr/b50YxJevmMuYm8qlYqPPvpIXqM7B/ll2+nrqvppbuzhdw9fj0IhMDo6TnubmXWXOnj5rFYr7e3trFq1ivnz57to7Uj30VnsTaFQ8MEHH8hrDA0NZY7ONe0q1W9m+dO+Wsw6nK8ZzGbzlPrNqH2Y5iGHgcjr+CcB6kgS/JYy2CsSoYs5p7OBs7ryzgbDx8eHtLQ00tIc4mHDw8MuNRVnsbfI6Ci040OEe6vZ1dnEOl08AzUN9Nm88LWrMPcNMS/b/Rd9prxWRqNxisHw8PAgISGB+Ph4nnuilHnzM1h3SRSffPIJCCqG2o0UdRgpPLSfMaUX306I5Z3WJv7w+X5+v+5impqaZFaFGH+Hw2nutzA3LHzKtYOCgnjlRA3r5yfx0O2X4e0xdV7IXTQyWe7aZrNRUVHBzp07CQgIoKSkhMLCQuCs2JtzCs5gMBAfHz/jNucXnz7MZ59UkJ2j47//cO0UqhjJ6OcuzSZ8Uzjf++F6Th6vZ/sbR3n9hQquuzmX++/fTFNTI6+99hpBQUFTtHYmp+Cm61qcjILjpYh2ge2vFbNwSSLLVjkaJhQKAT9/L2oq2wD3Ua87sbfOzk6effZZQkIc6q9nzjjE+Xx8fGSmaf1E2/1s/ebCwKzD+ZpBMmq+vr4yXceJrjcBCPaM5+qYP+OvDqW/v5+jvY+Tu1B/3nPOxGB4e3szNjaGSqXirrvuYmxsTI6AztRVk9KppLWlmEsBz4ERxoGwoEDKTjnWm5UztQYh8VrNRFfeYDBMO7DX2zNIT9cApwobQelgIf7uN28nMNifwyfLqKisps3UQndtDRcB9qPH+Wv5acbGxvD09GRkZIQYjSMt1myxuJzbbrdjNBrJzMxEXV1PdEiAW2cjrVGr1Z5z/kapVMpDnDfffDP+/v5TxN4kB6TVahkYGECtVrto7UyG3W6nsrKGjtYxKk+d4Zt3rOSm25bj4TH16z05HatSKVmyPJkFSxJ47sn9vLctH2NDJ9fc7OC6u/rqq4mMjJS1doxGo4sD8vf3p7+/n5CQEHp7ewkMDJziHBvqOnjh6QOMCdUoBBW/ePAq1l6cIR+nUinZfNMSXnnuIM2N3TOavxEEAcvEs7rkkktITEyUIyDndnFwfHatVut/JH+aIAgvAxuBDlEUM5x+/yPgh8A4sFsUxZ9P+jsv4BDgicNPvCeK4m8nXtsKrAak4b7bRVE8xQww63C+ZpBSAzt27GDXrl3ExcXR5JOHKsyPdVn34a8OlY+D8+fVBwcH6ezslAkpz3dtaS5CpVKRmppKamoqY80h/PnUDu7RrOXDoyfIGh1FFEEz3EZpxcfkLFdSWXWKkdF4F16sc9VvnCHN3yxZssTt64FaX376wEYKjtXR13cGBPjurS8RFq5h3nwdWTlZ5CzI5YFXdrNxfixd4+34dvfgCxw+fJgjR444hixHxmluaMCaPlcmrHSu32j9WukdGHa7BqnNOT39/PM3RqPRpX4zWeyttbUVo9EoG/WioiKKiopkrR0pdeTn50dbax9PPvohnpphVAotz269GX3C9MOck/nTJKhUSu65/1L0CaH847F9jNobCQrzICIiwkVrZ7LYW1lZGf39/Zw5c4YzZ87IWjt6vR5//2B2vn2KT/eWogn0JHMxrFy5jHXrHHVGm81O0YkGMubFctGlmbzy3EGO5lVjHjJOEQV0h8np2MDAQLKzs12kDgwGA+Xl5dTV1f2n1m+2Ak8Br0m/EARhLXA1ME8UxRFBENy1VI4A60RRHBAEQQ0cFgRhryiK+ROv/5coiu992cXMOpyvGYxGIwkJCWRlZck7TmuNY3L6tUMfERd3yiEA1tSEh4eH2xbiyeeDmRd8J8/fABgGO0GtRBEURqGPJ4tENe39Y6xbs5oDOw4TGqni0KFDHDp0yEXsrbu7e0ZzEZJM9HSdWgqFwGUbs7nosgy2bKkkOWkeK5bFUlpspDC/jv37ytAnhHLrNQt5bf9J7r9lNccO70MQRb59/Q20NjdjNBpJGrZCWQV/KT9NZGQkOp2O4WGHg9HpdGj9TtHb797htLe3Y7Vaz3sfpW4yqQ41Gc5qo21tbQwNDXHTTTfJHYVlZWWy1IGnhy9NBiuCAKEa+OkvbyQiYnpnYzab6e3tndZxA1yxKYcYXTDbt79KV7uCohMNLFyS6HKMswPq6uqira2NO++8U+4orKmplaUORqywfmMoqekxlJQUkzBBaGqo7+Sxh3dRWdFCanoUf3rsJpJTIziad4agKFeZ6OlwvnSs5IB6e3upr6//j6zfiKJ4SBAE/aRf3wU8IoriyMQxHW7+TgQGJv6rnvgnTj7uy2LW4XyNIBmMxYsXk5mZSWZmJkPjvTxXdgvjnYGkj9468YV36NEoFArefvtteVccGRk5ZU7CXf3GHc7lmAyDncT6BmPo68NHUDDU20vnqAfRobFUltq5YuMlrLkobVqxt7feestF7noyn9pMC76SzMC8rHTS0tK4erOD9fjooWp+/8C7JJ+JZEFyDM++d5hLQ+2cUSl42VjHXy66DIDvffg+5o4O7kpOwzDBiG2z2QDYtm0bscpRLOZhrFarHAE5rxHOz58myUTPtM05Pj5edkDLly/HbrdTeKKCd7cdoGfcTGikAkFwUMi89967cnThTuxtpmtMSArC01vEOujDr3/6Nj/5xQYuv3L+lOMG+q1UVdbg463lvbdOYajvxFjfSV+fFW9fBYuXR5I+x4f2dhMlJQ4mhPfffx/7uA+lRV2MWT256ZvLeH97Aff94FUysmI5nl+MNvL8Ue//VTr2q0TvaBPvGe//Ki6dAqwUBOFPgBX4mSiKJyYfJAiCEjgJJAFPi6J43OnlPwmC8CBwAPil5LzOh1mH8zWCuzTZGw3fReE9hkdcJ2bPANIXriZq1Id3XnmDqKgoent7ZQfk4eFBXFycbJQiIyPlgb3zFXwN0/CngaMlOsEvnLqmHjI9vQAL/XZPWhu6AZiXHTdF6sBisfDEE08QFRXF2NgYeXl5cgQkSR1IDkgyGJON/HT3x9mgCoLA8tWp3PKtFby59TDf++kldHW0IdpsZKan8eLpChZHxXDdnAxitFqOmZpZvXo1a9asYWRkhMcee4yQkBA8PDzwGWnDF5EtW7bIEZBk3I1GI1qtdsYy0eczqD09PQwMDBASHE59bTsW8zAW8zCVp1t4f3sB/v5e3H3fdaxcm8oTTzyBr68vAQEBLhFQQEAgiYkJ8r00GAx4eXmdt81ZWuMPf7KZn939LnkHK2WHs39fGQc+LsNQ34nZbGHJWjuGaoHu9gH08aEsXZmCPiGUrBw9icmO64iiyDPPPIPVOkp7ywgqz34S0wGGMA+fYvM3ojl8sJkvPu8mLMqOICjOy582ef5mOpwvHfv/A4QIglDo9P/nRVF8/jx/owK0QC6wCHhHEIQE0VmxDhBF0QZkC4IQCOwUBCFDFMVy4FdAG+ABPA/8AnhoJouddThfI7gzGMO2PgAOtifTMrwXgOXWCAKByy+/nKioKAYGBuTIwmg0sn//fsAhWjU2NoZGo6G5uZmoqKhpJ8Wn47XqGRmgabCbSyKyONZTz1IRRAQCgkJpaujG28eDyGjtlPN1dnYiiiJr164lMTHRrdib5IBsNhvR0dHU19cTGxs7LaO00WgkIiLCrUz0N+9cxcmCet5/7Rg33J5IdWkPQ70eLI2J5cGDB8gMjyDGX8Pg2Bh9Vitab2+6u7sZGxtj6dKlZGZm8pe3PyOvsJSfbszGaDRy4sQJ8vMdKW2Jzr+qqoq4uLhppaoNBsN552+MDZ388XcvEZMAj/7xc6xDB11ev3jDPH7wo4vQBPjQ29vL4OAgq1atYvHixdRUtfLm1k8xGA0EaPvo6S6SJQtAQKX05IVn38fLKxCV0rHjX7IsWXYO0ho9PT3xUPvS329l0URKTRRFnnvyU9QeSrIX6AkKs2NqL+W+n99A5rzUaTvpenssdHV1YawVsA4E8uOfXktSWpDLZ1KXPIouGex2sNsESktL0evPau24u48zaaeX0rEXYv1G6xHLdbrH/5dn+VuXKIrnp4JwRTPw/oSDKRAcIXII0OnuYFEU+wRBOAhcBpSLotg68dKIIAivAD+b6YVnHc7XCEajEf00hIt3p9zFfK2eQx1n2LV7N0FqT7l+4+fnR0ZGBhkZjiaVgYEBjEYjxcXF1NXVyf+kCMg5BadUKhkeHqatrY01a9ZMue6hjjPYEYn3iqLZcopAUUXHuIokfRiGwk5i44JnZDCmE3srKSmhoqICk8nE66+/LpM0OrMMqNVqxsfHaWpqYsGCBW7vnVKpwGazExWjxTbYh6j25tMSAx/9+Q6u3P46P9zzL3661EGP0mQxo50YgIWz0UhQgC8tgyLLlq9gzZo1jI+P09zcTEVFBYWFhXR3d/P2228DDvodKfqRxN6c6zfO96SosAF9fChBwY4uNLtdxMN7FNGu5Pv3XE5AoA+aAG80AT4Ean3RBk1lLFArNTz06x3kfX4GXz9PNt+4huAQP+prO2hqamZgqJOw6FFGR620djqksYcHwdwjsHf3QTZtXsO1NyxHEAS5a7HgWB0Aucsd9aY2Ux99fUPc+/PL2bhpAXv27KGzR+3CnzYZJ/LreOHZnUQnQEZmGj+452p8fB2ObrLY28nCUo7l52G329i1axdwVu5aet7OYm9RUVHnbaefnb9xiw+AdcBBQRBScEQqXc4HCIIQCoxNOBtv4CJgy8RrkaIotgqOh74JKJ/phWcdztcEzvUb+XejZz8jF0c6usw2xS6ieHA/nX7jdI8OEOo1tUXXz8+PuXPnYjQaaWxs5J577pEHKI1GIwcOHAAcEVBcXJw8kOjuS3uwvYJo7yDOmPrwEEVG+8y0W9VcnBLLUy8XcdVm95uv8xkMSeytubkZQRC49957ZX4wo9HI4cOHycvLQ6FQEB0djVarZXx8fNpUjLlviNrqNr5550oaG49gsfswJy6McH8/NqfP5fmTJ5DkgjoHBwGHgw8ODpZrIVo/R9TSOzBMuNYflUqFXq+nrc0xP3L33Xe7RJOFhYVyBBQREUFYWBhDQ0NyvcxuF3np2c94581jxMYF8/fnb8df440uPgRtMCgFfzZe496BSjhzuhpEJb/48bt4e3vyjTtWsvnGJfj5u6YfS0tL2blzJ9++49sIgkBTYyPGRsfzHx0dobzyABW/zyNtThLd3d3MmTOHvTtr0MWHyBHq6fJmANLnxsjP8Fzp2K3PH+TNrYeZt8gDhULJj++/1m3nmRQdJiTGkn8cVi6/hJyFKfJ9bGhokOWu/fz8iIuLo6WlhZycnHPyrEnP8EKs3/y7IAjCNmANjtRbM/Bb4GXgZUEQyoFR4FuiKIqCIEQBL4qiuAGIBF6dqOMogHdEUdw1cdo3JxySAJwCfjDT9cw6nK8J3BXt3zJ8b8pxgwODqAbH6Q6x8+eKnTyW800UwvRpsri4OAICAggICGDuXAfNiBQBSca9rs6x0922bZtLBKQJDaKgu46bdMv4pLiWpf6B0DeIxeaJom+MsTEbK9emTbmuxJ82k7kIKU0mrVHq7hoZGXFJwUkGaefOnRQUFMi7YolpurTYiCiCLtGP+qYxavrG2LDO4UBPtprICAvno6pK/D08WRQdLc/fSPcEQOvvkCOQHI7zGrVarcyOrNPpWL16NePj4zLRp9FopLzcsRHct28fRUVFdLbZqCjpZcWaZPIP1/PQA+/x57/dgsXSh9pDpNlgPadBbW/to6KiikGLwM23rWDzzbloNNOn8ry8vNDpYhEEAZ0ulhU4mhBaW9vYueMgNVW1VFScRqGAvLw8VD6QGhMup7fOVLTg5a1GnxAqt9NnZma6vV5DXQfbXjvC+ksyCIxow9vbe0ZtzkqlkjXrFqJWq12Ypp2lDmpraxFFkZMnT1JVVeUSAQUHn42oJf40503afxpEUbx5mpe+4eZYE7Bh4udSYGqniOO1df/T9cw6nK8J3NVvRu2Owbc14b+Sfyc5pkszl/JU5yFeqz/E7YlrppxvcHCQjo4OOc3mDCkCkoztM888M2GkHHLMktaOQqUkx1eB//gQHa2trAqJYECE1JRETp9qws/fi7Q5U/nTZsprdS6D4enpSXJysuyAtm7ditlsZu7cuRgMhikRUFe7jbBIBbaJe9Y5qmBJWhwDo6OcamvlzvkLeLu8jA3JKWg8vTCZTIyMjLisUbQ7aqoDw2cbcqT5m9TU1ClrVKlUckoN4J133sFoNJKVNZ9DB0+iUFmZMx+ginVXBlBzpoHH//IWq9Y5pKlbm0Yx1HcSnzh1TGJ4eJSH/nsbYXEiK69YwWWXT21Xd4bBDR0SMHF/ovjhj2+hqLCBV19+C03wON7qKLoHTPgH9LJz504AxseUZC3yoby8TJZqdvcMRVHkn09+iq+vJ3fctYpn//kPt+lYd2t0p/oqCIKL1MH+/fs5cuQIl19+uRyZS85ckrvW6XSoVKoLtn7zn4pZh/M1QX19PSqVSt69OxN3ZmnXyz8bJnitbs2+mOryPv5Z8ylzAmNYHJzkcr4vM3/T2dnJmjVrZG15SWtnW+En+LZbaCwsZwMw1N/AuAhpmnFOHGsgMysWpXJqdPVl2pxnYjBsNhstLS0sWLCAiy66CDirtSPtiodGTKTMg0OHDoGgINXfhq84xDFDA+N2O9H+GswjVrIjIuU1Tr4/2784RYjGhwz92RZyZ5loZ1gsw7SZ+uhoN9PRZqa91UxHXzXDg54882gxo6N2/uvX15KYGiCnjoaH+7GO1/PJJ/UIgkBknJ2Dn+cTHnmRLPYGjlTcX//4Lyz9XYQBOQumbhqc4S4d6w45C+PJO+JPZ5uVzw+0ownw47En7qW7u4va2jre3XaA4PBhWWsH4OTJk/T09KDXnxV7O360lqITDdz9k0vo7eucch/dYWRkhNbWmc3fNDY2EhMTw+LFi1m8eDHW0TF+/sx7XD0/FnN3h4sDAvep4Fl8NZh1OF8DWCwWzGYz3t7e7Nu3DwBvby/Gg9JRhZkxBZiIjIiUC746nQ6lUskDc6+hpr+N35Rs5/VlPyTM62zLrjR/467N2RmS2qSzwfD19SUhNYkvWrZzxYIcikstqPssJHV0IYoCpppyohNAEAZ4/fXX3Yq9zYQ/7cvO3zivUdLaSUpKoq93kBuvepzrbs2krbOMERvEew/z9rZtIAhcoVTQe/oMUWPjzA1yaMRI/GlS/eZEVROF1c381/Vr8HKijHHnmHZ9cJK//2WvyxoDtAoyF9tQKfxYvS6Oy67MJn2uI/qLi4tj1apVjI+P8/BDbzFqb8Dbx4OI2BEaW4r561+LCQsLk9ubjx9uIe/zM1xxXQRjtj5ZJtpQ38m/dp5EtIv86GeXydHMTDcX/f399PX1cumG9aSniASF+KFWq4iIiKCrfZTTxQp+98hmElMCefPNNxFFkaqqKpkRITAwkLg4HQf21qNPCOTKaxdw4MB+t3IWkzFT1glp/kZKxw6PjHH/Pz/ieFUbJ+o7Ofbkj2WxtzfffBO1Wn3edvpZ/Psw63C+BpCM2m233SbLB5ysPkiL0ZexlhBeKH4BLy8vYmJi6OrqIjExEVEU8VF5siX7Fr517BmeqNzDn7PPpnOlNueZzt9MNhj5XbVYbWMsDkrhha69fE+XyHBHF01CKLcuWMTWF/ey6YZ0es0dLlIHMTExNDc3k5GRgc3mXu7a+doRERH/o/kbZ5SdasRuE0hLj8PUXsKpPm+uv3w1K5JCeGT3vwgZGaW7uoaLRZGdL75EfmQkbW1txMfHMzo6ilqt5p+7jhEa4Mu1K11rFgaDQybaef7m6KFq1B5KHvj9NYRHBBAWHkB1TQV79uzhp7+8SVbunAyVSsV377qM555/lupyGz6eUfSZu/n+vctobHR0FRYUFACw8lIvhke6CAkJYf/Hp/h4VzklRUYEAUQRVqxJJWdRgrzGmczfSI4pISGelStdn/fpcofsRFJyBH7+Dm63devWsWLFCtrb2+VIsqL8NKHRjnTb008/xcjICIGBgQwMDJyzFVyq38xk/sY5Hfvc7mMcr3Rsiu7b7IjABUFAo9FgNpv/o+s3FyJmHc7XAM4GQxAEsrKyOOr9GzSZQ5xqWYlnjw+Xe6ZQU+0Y8Dx+/DglJSVyZLHJP5PtrUWYUnqJ8tEyNDQ0bf1mMoxG97xWB9sr0Ki9GR9WYxdFwsbGaRAhJSmB02VtjAx7c/2N16BUKlzE3qqrqxFFkbKyMs6cOTOt2JvUcjwTg2E0GgkPD5929qWk2IiXlxpRcHSfdY0pWZyuRxPsxwFs/GLdGvZWniF03M5NMXHU1NRgs9mora3lkUceQaMNZqTNwg1Lc8BuQ/rauKvfiKJI5WkT3t4e/OPRffz6oWsICPTBaDSi0WjOq3/TYnKIzCnwo6bKIYoXGpzA6tWrqK408eAvX0WX4E1Cii9t7SZMJhMm00d4+CnZeH0UuUuz+MdfD/Hm1sOyw5mOP20ypHSsO9YJLy9HXeWn97zOphsd71dq0ZfkrtPT5rHtpaeYOy+Kq65Pp66ujpqaGoaHh/n73/9+XrG3sLAIOtv7iYqZXophctQ7ZB2TX1uYctZZXcjzN//JmHU4XwO4Mxij9iEAbki/it+WvsuN2YmkKZSUlpayYcMGGhsbMRqNVFVVAXCRUs0rza+xLmOxTClzvi+j1WqltbV1SsFXFEUKe+pZHJxEoakFD4USS1s7vWNKLk/VsX3XZ2Q41W+cxd48PT3Jy8vjmmuukXVi3Im9eXl5nZM/TYLNZqOxsZGcnJxpjykpMjJ3XixNTY3g4Y2HpzcpMaH8q9pxb3Iio3js2BG+l7OI9ctW4OPjwyeffMK1115LR0cH+4+eJNF3lOayfLaUHycqKkquWUyu37Q099JvOcu39sD92/jtw9dhMBhITEyckcyAr68vD/7pFn7y/a0MDoxQfKKByCgtv//Ve3R32IiM1JL3WSPJc2FsMII588Kxif00NTWx7+MmkufBYL+F11/bTvqcRHp6eli0aNE5rytdW6fTuQz/Sl1yV21eSJw+hGef/JRPP84nMlag3ww4zV2++uIXDA+P8b17rkAXH0pgYCA1NTVceeWVjI2NyZ9HSWvH28sXlVKDuceO4NFOU73AjteeZdfnv0Stdh/5Tk7HWoYczNtaP2/iI846qtn5mwsTsw7nAoc7Xfkxu1X++eKIebxU+zkv1H3GMqMCnU7nwphrsVgwGAzsKPoMS3ufQytmAnl5ecTHx6PX6wkPD5/CMiClWCYb/cbBLjqsZnKC4nm9spac0DB6K2vpGlUTHxxAS1MPGze5dwBSJ9K8efNkhupzib0dO3aMtrY2uQY0OdJyV79xRl/vIIb6TtZclE5j4xE6RzyYnxSFUqHgSJORQC8vRBHG7Xayk5XBkgAAIABJREFUJwZlDQYDQUFBZGZmcuy0kY9Npfzi+vUs0mvlAv+xY8ew2+3yGjs6OtDr9dRWObrgFAqBh/92M889dYCHf/8OWbljX0omWh8fyoN/vo4H7ttG8UkDhQX1dLQ7zm2s72TJmhBEwcKDD35PdmKS2FtdXT27Psyjrr6K+gaHVHNBQQHd3d1yNOks9tbc1MOxw6fp6urC3OPJA/dvo7t7gN7uAczmIb5z13quvyWX7AV6nnn5Th579Ak624e493uvcvGGeXzvnvX09gyy+4MiFi9Nwtw3xJEvqig/XYAgKCjK72GgfwSLWUG/JYLe3h5GbRYCggYJ0A6inhiRiYwVCQ1TU15eKkdALpusSfUbgNFxB9dddmKUy7EzTcfO4t+LWYdzgcNdUbqu/wgAKf5rUCmU3Jm0lj+dfJfULk/mZ7u2zms0GubNm4dKF8Ttx57hh7Hr6P6kTJ7ulnjWPD09XUSrIiIips2r7zYVo0AgJzCJX3Ye5fv6RIYQUXgHYqqb4E+bP73+zeT5G3dib1u3bmVwcJCRkREXsTeJaVpyQDOp3wDExvtSaxzFYFZyw3LH+8lvbiI3OpbSdsfgZlZE5JT5mxf25BMR5M81K7PwUKtISHCkqcbGxnjjjTdob2/H09OT/Px8jh496jhPLoQER+AfaOOPj17Plj++BvTS3jIG0wdi9Pb20t/fLz/rnIXx/O6R6zlVaGDH9uMkp0Vy1bULWHvxXJ599mmiolyF2ZzF3tqb1bz07AGu/1YsHZ0mgoKCphV7e/HpfNraWkjLguoKMz4+AmFhGtLSo6ipbuOtVw+z4apsfP28GBmxMmzt57IrVpGWLLLj7eOUnWokLFyD3S6Sf6SG/COOz1R2ro1xGxzbX4C/xhtNgPfEYGssyamRpKZHkpwawYHPPqGkpARLr0hY1DgfffQRMFXsraenZ0o7/YbFaRwsqXORk/4y6dhZ/Hsx63AucLgr+Or9FjFfex1LQhyzWxdHzOPdkY+BkWkN75yAGOZr9XxgOkmWxcratWtZtWoVFovFZcizuroaQJ7M1mg0dHR0EBERgUKhwCba2d1SxNLQFIw9FuyiSKhUv0mOp6TIiK+fpws3l4Tm5uYZzd+o1Wq6u7tZtGgRl156KcPDwy5M084OSKVS4evrS0dHh9taU2lxo6P+IDhSkN2jShamxNI20E9Lv4U75y9gT2018YFaQn18aW1tZWTEcR/7h6ycqjPxg41L8VC7nlelUtHZ2Ul6ejpXX321PDP07JM7EYRBxuwdvPXWWwiCQGiUJ8NDAq++9AmiqGTDVdOzL4Dr5iJ3eTJLliVxwzeWytQ3fX19mM3mcw7OXnnNAra/cYyWllbS0hO56aabZK0d6VlLYm+B4aANVyIoRH7660uIj4+Xxd6qK1u5546X+ODdE9z67ZVy1JuSksT69bEsX53Kgz9/h9LiRm6+bTmJKeH4a7zx8lLw7o6tLF+2gsefWHfOVGJnZyeeHhoqSwb479/eA8KIvEZnsTfpM9nT0yOLva2fn8zjP7iKpXPOfu7PJ2cxi68Osw7nAoe7vLqXUsOq8LNsEiqFkqzxULoUTSideLYm4xb9Ch498Baglo2aRqORpQ7A0RprMBioq6ujpKSEkZERXnjhBTw9PR358BBfRi39XJl2BQerGvBQKrG0SvUbPdt3fUZmdtw552++LOGit7e3LPYGyA6ooaGB48cdjOmvvvqqvMN3ljooKTYyJzPGUb9Re6P28CI1NpSjzY7IxyaKFJpaeGDFanmN4DD6pfUOjsJ5CVOL6NL8jWTU1Go18fHxzJ+/hDhdCIuXJdDc3ExDQwNHjhxBoYT0+XYKinZTUXmYrOw56PV64uLi5LSPwWDA19eX4OBgl2sJgiA7m8lrnA4+vp5ctTkLo+kIfr6O2oaz1s6KFSuw2+3kfVHMKy/sJildwC7aef/99wFcxN5yV8az4+3jbLphsdy1KLXTp82J5s+P3cxd336R6NggVq+bAyDXDpOSz123GhkZwWQy0dfpTUZWHGHhjm4/d2JvBw8eRKFQsHfvXvbu3SuLvel0Ogb7LXhotTLPGpxfhmEW/37MOpwLGFL9ZjpCSmeMdVjo8bfTOdJPpI/7ttuVYWm8N+yDXTE27fyNv78/mZmZeHp6UlJSwvXXX4/dbpeji+6aGlbgwfHaXXQgclVoKL3Npon6TeA56zcz1ZU/n8GQHJCPjw/Hjx9n06ZNeHl5ybviL774gi+++AKlUolfkI1ovR6DoZmucS+yk6JRKhTU9fQAcLjRiI9azQ1zM+Q1BgUFodFo+ODoFwT4epGdOHWGZDqjf/NtZ/VZ4uPj8ff3Jy8vjw0bNhAYoOWNV/fR2tLNsDWfY8eOyV1eOp2O2traGXWTGY1GF5no6TA3KwijCYqOd7DxyqmvKxQKTE1WOkwC8anjrFu3joSEBPlZS1IHKh9IngcvPPc6otBPVFSUSzt7fFIYXl5qaqvbuPSKLPn+zLTNWRRFGhus3P6duVNel8TeAgMD+fjjj8nNzSU7O1teY23tWbE3jUaDTqfDZDLNSM5iFv9+zDqcCxhS+uLw4cOYTCZ5xxkSEuJilAYGBhjstdAdK9Ju7QPcd+bYRRGtRaDbz06jtZsEv+nnMiSDkZKSgkqlIiMjg97RAa75eAsbPFPw7RTwqq/Ht9kEQLLvOJ/s+pBovZ3oOG/sdrtLVCalnHJzc2f0vr/M/E1ycjI+Pj5yBCRJHRzOK6Kvp4pei+O4IHEAT6uRzz//nLq+btTAsaZGbpibgcbTS67fpKen09bTz+en6rjt4gUug57OawwMDDxvm7O0xsTERIKCgvjN7+/i4d99wOFPTnPxxhTmLwqjqamRgoIC7HY7lZWVPP/88y5aO+7E3qSW5HOhrb0FQVBy+PMGWlt63cpElJc0kZjqD5hJSEggOjqa6OhoWexNSsF9su8YPX0tKJWOjdBTTz0l19J0Oh0JSeHU1bS73J+ZykSDwFC/glVrp5fnltKx8fHxhIaGEhoayqJFixBFka6uLnmzUV9fz+Dg4Iw+Z7P492PW4VzAkNIXSUlJjqG6igrAMenvrG3f3u74ovdo7DQOdrk9V/1AOw8VbifeMkrwnHBifYLdHud87ckGY5+phCG1jc1LL+ahA4epi4ngv4IjKSoqQhkQhtncR3yqyCf7P+DgoT0uYm/Dw8Mzqt9IMgMzaeM1GAyEhYW50L7AWamDT3c3UFnsyX3/vZjDh/MwDqnJCBQcxJSiyI1Ap0pB9vAoDQ0NqFQqWSb6YEktdlFk0/Kp5JTS/I0kpSBh77+KCQsPYMHiBPl3RqMRf39/edhTpVLywO+u4eXnAnnnzWM0VA/ymz9tpqm5hj179rBo0SI6OztdtHacxd4CAwPp6+ubkUE1GAxERcUgis1UV7VOcTh2u8jp8mYWr/QB5dT5G4mHLjo6mhBtPL994EXS54ssXLgQs9nsIvYWEuNFu2mcsrIyIiIiaGtrY9WqVedd45kz1Vh6Ra64eiGaAJ9pj5suHSsIgosDamho4LXXXpudv7lAMetwLmAYDAYSEhK49tprEUWRvr4+OZVgMBg4ffo04ChgKxQK5tqCea/iC1aGpZGicaTM7KKd7cZjPF39MTG9juG9O5dsRK2Y/tFbrdYpBuNIZxV/q9zN3IAYvEQfDjca+dHipVQfO0nvmJLvXH01f3tgJzFxMdz0rbMpD0nsTUrBmEwmvL29pxV7+zL8aU1NTcyf75bQFoDa6jaSUiNob2/D209DaRv8avNN6EI1bH7hn/gMDpGsUFFeWEjZiRNyxGAymThW0UF8eABxYVMjmM7Oziky0bVVbTz+8G4ANl2/iO/evR61hxKDwSET7dJNplLw3XvWMycjhr/+6SPuvv1FLr82FF9fXy6//HIEQZA7raSdu7MDktZ4LrE3KR27ds18oJmWpp4px7Saehnot6JQC8TExE0rvgeQOieKlDkB2G19rF61Dj9/RxTb1taGwWCg4HgJoyEdcg1IWmNZWRk6nQ6NZqpMxtDQMN3dnYyNePLt76+Z9tow83TsdK38s7gwMOtwLlD09/e7zN8IgoBWq0Wr1TJ//nwXB/Txxx8DEFjZTy4KXqt4gfTEFMJjovjQeprjo02sCEtj5Wggp1Vl09Zvxu022q1mik+XIooixYoOPj71Fs1DPVRZHKmza2OXsONMBSJwdVIyr378KeMeAUT6+dLc2MOGq3JcmKYlqYN9+/ZhtVo5ePAgBw8enFbsTUpBnW9gz2QyMTY2dk7H1GjoYvmqVIzGMpSaMATBgi48CKt9jDOiDXw8ufuqa1gaEUVTUxN79+7FYrFQUFBAkCgSpBB45ZVXpoi9uavfvLE1D18/T9ZfmskH756gpMjI3fetZmBgYNo1Ll+dSnzinTz06/doaDCg1YZit4solYKstSP9rSR1sG/fPjo6OqioqJBrF1INSEpveXt7y4Y3OSWRoJBCtw5HtIuoPUSs1oEZGeigMAWGOtj1QTE3fXMZCoWCqKgooqKiCA7U88PvvMRPfrWezu5qWWtJarsPCgpyScFpNBq2vfYpggAXX7ZMFmVzh/8v0rGz+Gow63AuUJyvE0lyQB4eHnz00UesW7eOjIwMjpwu4qNTh8BQS21lNSHAVV7+pMR70dBcS3h4uEvBt2Woh0MdZzjaWUVRTwNjoo10oxKdoGTHYBkRaIn2CeL7yRexMSqHUE8N6/a/zLLYOFrqmxCArLlpHPrsDACLlya6rNPPz4+UlBTef/99cnNzWbp0qUsb9mSxt+7uboKCgmZE7AnT72TNfUNYzMOERnhQ3zjKqM2DqCANXh4qyk2OFKQ+UMtqXTwKQSAxMZHh4WHmzZuHd2Qyj73xL25dlsRIf4+L1EFMTAyDg4P4+vrKw5P1te0c+aKKb96xktu+s5rc5cn85Q8f8cSj7xGfeu7ddlRMEL/bsonnnnuW0qIufvmTt3jg95vQBvm5HCdJHVitVlJSUti8ebOL1s7Jkyfljr2IiAjsdjsqlQqNRkN0TBAtzVMdjlqtRDORZTtfRDk0NITZ3IO/XzDvvnWMqzcvxNvn7DOKjNECAoMWgdHRUXQ6HbfddpvMs2YwGKioqJDlrgMDA2lpMuPrB0uXzznntWcqZyFFhc5D0rO4sDDrcC5QGAwOXXnn+Ztxuw2FILgIqkmGNz4+Hq1Wy8bl6xF1gfyhfAc5ntHc6JuN2dRJQ0MD/f399Pf38+ijjxIeE4nBe4g8sRGzl514v1Cui8slyT+CuoZj+MR48cVld6CcJN7WaO6j0WLmjvkLyM8vwy7C1WuX8Jt73yFtbjS6+NAp78V5/may1o4kdSAZpb6+PgC2bNniEgFN7oxycG9Nrd9IkAysysNBM2Ow2IiPdNSt6nodr30rKxvFRKqro6NDrt98WNrMkMKXm667GrVS6SL2ZjAY6O52DLc+8sgjREdH09QwTHiUio3XONgdFuUm8vzr3+Vvjz/PiLWfvz38CT9/cNO04mgmk0NJ89rr1vLi00e46/aX+NXvN5E1aXi2r69Prt9M1tqZLPbW0NAAwKOPPoo2wpuOVhuVlZVyBASg9lARECSiUCjd8qc5Q4qY1l+8hPwvPmb/vjKuvPZs92ST0VE7DI/0p/JwGytXrkShUBAZGUlkZCRLly7FbrfLDuhkYRk+fn0gwNNPP01QUJBLXdI5BSfVb/4nrOGzuLAw63AuULibv1n2yW+I9g5i5+qfyb8zuCFcvDJmAdlaPVE+WtlhVFZWsn37dhYuXUJJax2njbV4jwisQI2ntxcJ+mh0HiFE+YVR1NFN9urVU5wNwPEWh3HMjYlla+en2BVeCKMChvpO7rr3Yrfv5VwGw9fXlzlz5jBnzhyMRiNbt25l2bJlMveWJPYmRUCSiqfRaDxn/abN5HBcQ8M9hISE8GnNANkpeseLokiYry+b08+Slzqn8vLeymfpHB3qCQfnLPbW0dHBs88+S25uLkqlkqqqGkRFF8mZ8PQzTxIdHS07Ak2gnZHhIA7urWP/3jKuvdH95LvEn7bpuhXMy07hoV+/x3/98HV+86frWLkmzeU4cB+NODug/v5+Hn/8cRYuXIi/vz/H80vQhvawfft2AMLDw9HpdESERxMQJOLjrT0va7jRaESlUtFucpBlhoT5u7xeU+lga/D1H59WZsDZAeXtbwNaycrKIjw8HKPRyJkzZyguLgZAq9XK6be6uroZyUTPNB07i68Osw7nAkR/fz/d3d0uhJQjNscXvWXYNTUyncxArK9rF1pNfR2CUsFj4nGGwkfZkDOfm0IXMdTWK0cYZ86ckY9vaGjA29sb/YTYmyAIiKLIm2UlxGg0RHh6ox4fxis0jtIJ+pisHL3b92MwGL6UwVixYoW8C3eOgJwdEDg0VPLy8txGQK0tvSCIdHS2kZqWzlB5A9Ehjl3zjRnzuCZ9Lh5OxxsMBrRaLa2WEbrMg6zIiD/nGpcsWUJgYCD5X1g4VWDhob9eSUeHCaPRyJEjRzh8+DAA1uEhshb7kpqhYXR0dEqqUOJPk+ZvEpPD+fVD13LPHS8xNDgy5dozmb+R1jh//nxHc4YYxkMPvMtvH9mITezHaDRSVFTE+HgBvn4wbLWwd+9e2cC7ixoNBgPh4ZG88XIeuSuSyV2e7PJ6b88ACoVAd0/HeedvRFGksqoWXTJkZmaSmJgoR0AdHR1yJOnsgDw9Pfnwww/lCMhZDsJ5jREREdOyhs/iq8esw7kA4a5+82GzgwNrfcTZXbmkKy+RYLrDqH2c9xuPU3S6kGFfOwvDkvlB8sVnZ3AidDLRZ19fH7t376aurg6LxeIk9ubtqB/4+dLU0sLPL7mMoyfLUAiQlppMaYERf38vt1LIY2NjtLS0sGTJkvO+b6ng62wwnCMgcNQS9u7dS3l5OTabzSUCcmYZaGzsJDrWh9HRAbwDQ4AGokPOGilnZyO1Oaenp3Oy2hHBLZ1z9t5PXmNAQACBgYEYGzo59NlpbvzmMubNmwM41jgyMsKePR9TWloMokBA8BDvvbddLrJLRjM2NpbBwUEsFovLs6467WjQyMxybQF2dkzngpSOjZggI42OCUIUBUatHsQnplNyYogTB01ow23ok0UCAwNctHacxd6k67W3tzNuDQYBfnT/ZVPWEB4ZiN0uUldXR0xMzBSZaGc01HWgUA4j4NrmrFAoZKmD3Nxc7HY7xcXF7Nq1i36zndOnz8hM05LUgfTP19d3tn7zNcCsw7kAIc3fqNVqmR7+hVpHcf3OxHXycedTcmy3mrmn4CVaLV1cPOjJotyFXD/fzcj5BAIDAxkaGiIuLo7bb78ds9ks7zaNRiO9lb1cBRh272VMVGAXYY4ugp3/LGbefB0KxVRDOFNdEmn+5nysCj4+PgwPDxMWFsZdd93lorVjNBplqQO7HeJTHdFE38AIAiLRwVN3xQDt7e1YrVZ0Oh0flnag9fMmJGAqRZAUjSQnO3b3b249jKeXmutuyp10nIKCY1UoVHD77XcSnxgiy10bDAaOHj3K4cOHUSgU8k5doVDIEVBZSSNBIX4uczNms5m+vr4ZO27ndGxUjOM8zzzxCX29g6g9lKxZP4fo+FGMjTXcddf3AWS5CIPB4OKApDWaWnpJmxtHaPjUFufoGC1KlYOGZtWqc8tEnyyoJ0ArEh4Rdc7mEIVCgcViAQROHrYRHqnhwYdvprOzFaPRSGVlpeyA/Pz8GB8fn22HvsAx63AuQDQ0NDA+Ps4zzzyDv7+/o4g6YGVMI5DoxA5gMDhkot0VfLtH+rmn4CW6R/v5edhFnCKPxWnTR0JwVv9G0pUPCAggKyuLrKwsPqo6wwt7d/HT9EwCrSMUF59CIcDbb71JXBoEaFXk5+ejn5A6kHbA/9cFX0n/RorKnLV2wBEBlZw6zdYX9xATb8duh+qiw2wIh8Of7saUEC+n4KShVueI0vBpJfoI9wJgzvM3rS29HNxfwQ23LiMg8GwKym4X2fKHD1Eoh4iL05Ga7mhBT0xMJDHR0cE3OjoqOyCpa2vXrl3s3r2bqKgo2jq7yMiOZHR0VE5Dnq9rUYK7dKynp5qUtEgs5iG+c/c6LtuYTUCgD8888wxxcXFyKlJiml65cqUsdWAwGOThzrhEO2Dg0b8+wdyMVDkC8vX1JSomCE0gwPlloj09lfgFgDbw3KlB6X0HBgRhs/Vhau7jn387xMNP3EJubi6iKMopuMLCQgYGZtbePYuvDrMO5wJDf38/vb29LFu2DK1W66DraKhn3oAjRfF43eNyGqG2tnZamejnavbTbu3jH4vuoO145Yx05SVeq8kGY9xu54njx4gNC+e2Sy7lvS+KgVNEx6fgI/iTd6iIIK1Vngfy8vKSC9g1NTVERET8r/nTJLS2tp5z/sbHxwdLr5r6KgFdkoLMzCxK2620NzURbR12K/ZWX18vy0Qb2npYNz/Z7bmdjX5FaTuiCKvXu9KxvPbSFxQeP8PClbBw0VSWAgAPDw8SExNJSEigtLSUtLQ0Fi5c6GBHrq5FGzqCXWFgy5YtcgqutbV1SteiO0wX9T710h0A8kbgfOlYZ6mDiooKtFota1av5ekn38fSO8Do2ClOnDgBOKQO4uJ0RMY5hP3Ox5+WmKahuBwaagbOeZyUjk1NyQD6WL4qlSOHqvjHo/v4yS82IAgC4eHhhIeHU1VVhUqlmq3fXOCYdTgXGCSDMXfuXKKioli4cCHvGI7ybPFulhGN3h6OwWCgvLwccBiOHTt2yLWL4OBgBEGgoLuWpaEpZGv1PGf8mNjY2BnxWrkr+O44U4Ghr5fnN17N2LiNHZ8eYY4HrFm2iA/fOUN7ow9PP/cTBgb6XVJwEmOwUqnk7bffltc4ndjbuWSindcI53ZMJcVGIqK8GBsbIikpib2GSkY0sfzgBzcxPDzskoKTpA4EQeCll18hDDPh3iLj4+NT7pdz/aalydFgERLqml4qKTISFOIw6ufb6ff19WGxWFi+fLkcAdlGQnj/zQ958M8bGBlzpDSdxd5eeukl+T7GxcVNceST6zcSJtdczpeOlTA8PEx7eztr1qxBp4/jx/fdxg9ue56MrFhyV8ZQW1tPS1MHba2FBE10xL/wwgsuLc7OYm8AbW0tgMCRg40M3GvFz9/9kKacjo3XA+Usyk3EX+PFno+K+dZ3V8sM2jNNx87iq8esw7nA4M5gvFB3gEFvkduXX0OyfySiKFJQUMC+ffuIiYlxcUB+fn6Ex0ShsprJyM5maGiItra2KTLR0107OjrapeA7ZrPxj4JjZIVHsD4+kbc+K0Y1OoDgKRAcHM7RvA/JXqBHoRBksTdp11xeXs6OHTvQ6/V0dnbKDkgSe5MMUnBw8IwNhsFgIDQ0dIoRc0ZpkZHkuf7AELGxcdS0HGZlpqPrzNvb20XszWAw8Oqrr5KQkEBnTx9pfiOYyo6y5UyBi9hbVFSUXL+x2ezs2nmS9LnRaCfJQfzqt5vY8vAzjI3aGRoQCT4HZZ27NFnZqUZ8fLxZujxHrol1dXXx9NNPk5CQwPj4uCz2JggCUVFRLg7IYDAQFzc9TU1Hu5nQMM0507HOmOyYYmKD+M4963n68Y85WdCAp6eKpNQIklND6bIUEhsbh6enh6y1A65ibzqdDqPRSEhwGMNDXezfV8am693z5knp2PT0ZDQB3pzIryN3RTL7dpVg7huSHc7s/M3XB7MO5wKDO4NhHnMMLyb7O4yDIAh0d3ejVqu55ZZbUCgU9PT0yLv2yrpqMofUNBiO8g8vR43AarXS1dUlR0CTMTIy4lK/kVBoasHU38+vlq/GZhd55eMTLAlQEh0Zxq6dxVjMw9z4jWVu30tnZyeCIHDdddfh5eU1rdibh4cH4+PjWK1WTCaTLPY2GZPrN+5gau6hvc3MguXBqD2D6RwYpW9gmAXJ7tM8bW2O+ZErr7yS/aVG/rJtP0/csRZLt6M2IEVASqUSm82G1Wrlgx1f0N7exz33XzblfKHhGiJi1Jga7fzyJ2/xxHO3Exo2tcgODmPu4+NDaOjZYdnykibmZsa4NGC0tLQAcPHFFxMREYHFMsgHO76guqqWNpMZk+mY7IBEUcTPz4+ampopEZCxoZPv3Poc37hjJYOjBpf6zXSQGlic07FXb15IZGQgwaH+6BNCUamU1NTU8NZbhaxdu4b4+HhZ7E163s4OCBxsCPMWBLLnXwVcfd1Ct59Jo9FIZGQkfn6+XHF1Dm+/foT+/mE0Ad4uA8YzTcfO4qvHrMO5gDAwMDCl4Ds0fnYWY39bGRdFOOoCRqPRxWAEBwcTHBzMggUL+H3JuxQ2VfLbyMvJP5aP1WolPz+f/Px8fH195Z2m3knqoLGx0W39Zlt5KRpPT9bFJ1DZ1IF5YBBPPytxcTqefbSAZStTSJ3jnptNMhgSr9V0Ym/5+fmYTCZKSkooKSmRxd6k6EJyQOer3wAcPHAaELGO9JGUksHxSseM0HQOR5IZCAgIwNDei1KtZklOtmzwJbG348eP09DQMBGlVbFsPVTWHME61oJer5eZtXt6ehgaGuSSy1byzydO8ot73+Rvz37LpbEAzna86SdkBux2kZMF9TQ1dnPJhKaM8xq9vLzw8vTntRe/4MMdhVjMw8TpQ+jtGWNwQMA/UCBaD0GhIk1NTbLaqDPTdGRkNAGBPrz9+iFy19nl53AuuJMZEASBJZPmcCanY53F3pylDk6ePElxcTHd3d1oQsbQhMDfHv87KalJ8vP28/OT+dMkmeirNi/gnTePUVrcyIo1aS4Oeabp2Fl89Zh1OBcQ3KVYXqo7O+j4wKltdKVZuDI0m46ODjIyMnCHot4G5kYnsHD+Qk4WnkSn03HVVVfJ9RXDBK8VIDug4eFhmY5eQsfgAPvqavhW1ny81WoKq5sIUtsQRREPlYb+fiur17vnwZpsMNxBEnsrLi54du5CAAAgAElEQVQmPDycW2+9VY5+DAaDTPwoOSBRdBSlp1MMFUWRzz4pZ15OGKNjbej1ev66p5zUmFCXGRzn441GI6mpqfQPj3CguIbUmFAXYyaJvZWWlqLRaMjKXMdz//iIi69IZHR0gEOHDslibzExMXKb7/wFc/jDXxL51X3b+NX92/jrP76BrxNBpSQTnTUvhze3HmbfrlO0mfoICPRh5do0l3XW1dVjG/fmG9f+g5GRcZauSOHGby5lbmYsDXUdPPjz7bS1mlmyMhSb2Mt9990nd5gZjUYKCgpksbf5y3xob3XUg5qNQ3CODubh4eH/VTrWGdJnq7KyEkEQuP/++2ltbefhh94kRmd3lToICSEoKAibzSY3SYSEakidE8XpsmaSU8+mm2frN18vzDqcCwju6jfvNxXIP4d6akjRRJ6z4Nsy1EOrtY9b41e6GIygoCCCgoLIyclBFEV6e3tlgyTxrAE8+eST8o44z9LLuM3GrZmOHffJ6mYSg9QIgkBbyygA8+a7T2PMVGZAMhg5OTmyA3KOgJxTcF1dDr6up556Su6C008wTSsUCgz1nRgburhhVQqmtjY8/LWUG9q49xr3VlWSidbr9Tzx/iE6egd45M4rphwnOabExETe33YSL48gvn3HTShVClnszblZAuDFF18kJiaGm+9I5qP3zvDj77zEvBw9CUnhJCaFU3G6zHG/txxioB+yF+j59vfWsGJ1Gh6eZ7+WZrMZi8VMfaXAyIiCJcuS2HzzElLTo/jgvRM8/9R+/Py8ePhvN3O8cB9arSONFh8fT3y8o24ldXsZDAYqK2sYGx8EoKo2n8ceqyIzM02uATmzLDc2OqJDvV5PR5uZE/l1FBbUU1/TzmVXZnPdzbmo1Uo5HbtixYpzPmtwRCPR0dF4eXkRH68ja94Cdu08yRvv/4iR0bNNJ3V1dQB88MEHMpuEp88gag+R6Nizbesmk2m2fvM1wqzDuYAgpcmc6xeDEym1o5f8AZXCkT7bk78HtVrtVmbgZE89AAuCElwMhjMEQXBxQFarlS1btpCcnIy3tzcGJ62db6iUnPh0P01R0VTWG1gRJhIdGk15aQvRsUGEhLpyakmY6fzNuQyGv78/GRkZZGRkYLPZ2LJlC7GxsXK7uBQBSVIHA2YFfgEiKo9hgoODyTvtqH1csjBlyrmlNQJEx8Sw75U8rl42l3kJU4voXV1dDA4OIoi+VJ2p4Cc/34BS5XhGkthbSkoKoijy+OOPExwcTFRUlIOiv7WCuQtERLGTptZuSstEzD0CYVF2gsMENm5axuVXZhMV4372R3Jgl16+lJKTHRSdaOD40Vr59cVLk/jZr69E7SGye1+X2/qWWq2W01Vr1qzhN//9J8bG7Ah2fyx9fQwNHefYsWPAWbG36OhYCgpOAQIPPbCHxgYHYWlouIaIiABe/ufnfLqnlB/+9FL8A23T8qc5Y3R0lJaWFpYuXSr/buOmHD549wQfvlfIHT9YS1RUFMuWLeOVV15hcHCQnJwcuSnGN3CEJWuhtOIAlsE69Hq9XIObrd98PTAjhyMIQiDwIpABiMAdQBWwHdADBuAGURR7BUf17+/ABmAIuF0UxaKJ83wL+O+J0/5RFMVX/8/eydccAwMDdHV1oVarOXXqFHq9Hh/NWYp6ydnA9PxpAPldNQR5+JHgF8YnhlMznr8ByM3NJSAiggOf7+dQdRULffxYpw2iubmZ06dPsyIAGIHhYQ9a29rJyEqRmRAmwzDBazVTmeiZzt/k5ORM0dqRdsVdXV1k50JjowGNRkP5ieMsiQ8iPNDP7TkNBgOBgYE091kZHhlj2TR0NtIajx5s5v+xd97RbZxnvn4GAEGwgr0XkKJI9S5REtWtYssltuMkLokdb+KsN7lONslmk2zubnJS7RQnTuJeFHe5y7ItySqWRPVCkZLYxAqw9wYQhShz/xjOECABEtrd2LEvf+f4WIRGwEeA/N55y/d74hIi2bLd/9mV/v5+LBYL69evVyxW5AxIXmd7ezuiKJW0wsJ05M4SsI8M4HRG+S1HGY1GdDodt3/5Gu68W4V12MGF841cONtIYdFMVqyagSAIypTiVJv+8PAwmhAXLY0C33zgRnY8eZgzl7r57o83Ybb0Ultbx6m2MwjCaUQRPG5IzXJQtGEBa9YuZmZBhjR2f6qORx/+kB9+5xXWbI5FFaIKWOqU5e0aLis7J5Frts1j54snmDs/g8KimYrz9YoVK1i9ejWrV6/G4/Fw6/ZfERMrkn9Tgg/qIDExcbp/8ylRsBnOI8A+URRvEwRBC4QD/wEcEkXxQUEQfgT8CPghcB0wc/S/QuBxoFAQhDjgp8AypKBVIgjCblEU+/9Xv6NPqeRNra+vj3fffReAkEgdC3QaEjNSGBgYUKxnAvVvXB43p7pr2Jw6H0EQMBonYqIDvbZKpaJqxMHPXv4bZscI31m7jvuWLEejUuHxeLjzF8+Roh4m1j2AxTJM5gwnw84Kfv/7Rp8R58TERNxu95T9G1lywzcQZmD8++O9WXmjDjwekdtv+j2LCmNxelpxutykMgS2/gmoA7kEJ/dvzl+R/NOW5gceLIiMiOT4h6189Rsb0Wr9v5/+1uidAYE0DVhZWcnu3bvRarUcO3aM4uJihbUzHvY23qYmPCKUNetnsWb9rAmvPd41PND3AmC3hlD8USW/+eOdfO+bL/DgTw8o12TlJDJ/URyD1mri4vVYLBaa20p59bVSUlJSlM/6z8/czXtvl3Gx/DCiCHt3X+Smzwf2MguU9f7rD6+nydjDr3+2i788fS8eLBPKsZXlrQwPCURHxnLHHXfg8Xhoa2tjx44dSulwWv/4mjLgCIIQDawDvgogiuIIMCIIwueADaOXPQ8cQQo4nwNeEKUO72lBEGIEQUgdvfaAKIp9o897ALgWePV/79v59MpkMqHVavnBD35AT08PRqORPRePk9ytQtvTzSNljyiHDkGaShufXdg9TobdDrIiEpT+zfr166d87YbGRhwR4Tywfw/zEpN46dbrKIhPUP7+fE0LNR1mNq5Ko9M4iCFjNS/tOMIPf7qZ3j6JbyI7Tctjvm63m5iYmIAZEIyNOXtP5U32/kx2/qaxvov+PgfpGXEYm1oJyV7E7uLLPHzvBro72ibA3lJSUrDZbERFRfFBWRP5GYnERE68S5anycLD4gDbBMCct4xGI5GRkcRPcvgmNDRUeT/uvPNO9Hq90gMymUw+sLeUlBT6+vrIycnx6zQ9/v0Zj7MIdF1ISAjLls/lyKFK/uU7W3nokTt55fkT5OWnsGxFLkkpeq5cucLOndXcfPPNZGRk+LB2zp8/r+Cuk5KSiIwWsQxqef3V41MGnLS0if5pOl0IP/vNF/jW157jd7/czee/nDshML34bDEAX/mahD1Xjd4IBQNmm9Y/joLJcHKBbmCHIAgLgRLgO0CyKIrtAKIotguCIBsjpQPNXv++ZfSxQI/7SBCEbwDfgP+/uBbGUSdgtVqt2HXs1FTTMgyPzvqKUjaS+xZvvPEGer3eZ8RZr9ejFlSYnfaA/ZvxcjgcdHS0Ux2q5btrNnD/0hUKB0bW60cvEhOhQ+O0kJaWxpkTDSQlJbB23VgtXsZdS43pagD27t3LkSNHfNYoow4g+AN7Ho+HpqamSV2xL16Q7txFYZi4uDiO1bQzLy+TFUsXAxI3xxt1IAfIY8eOkSxCVlQsx48fJzs72wd1IPdvXPYEIqN05Ob5t5YZjxmYTEajUQnMgiAorB1Agb2ZTCaljyaPEsusHTkDkjduuRw72fkk79fOzMxk6eIl7Hv/EjtfPMm9/7yBb//bdROukyfvJoO9ye9jpH6EmfNGePLJJyfgrsF//8ZbSSl6rr95Ma8+f4LGBmFCOfbCOQkot2nLRIbRdP/m06NgAo4GWAI8IIriGUEQHkEqnwWSv982cZLHfR8QxaeApwCWLVs24e8/i/K3YbhFD2X9RramLiQpKYmkpCRWrFjBY489RmhoKPPnz1ca5xcvXgSkcy5LQrX0O5updtuUMs1kam5uBhFiUlJ4YMXEzaCz38zRS/XctWkRbZXHmD1rAeUXL/PPD2z2uS4mJoZFixaxaNEinn/+eYaHh1m9evWEDV5GHRgMBoWcGUz/ZmRkZNLAdKnURGqano6OVvLyC6irNPKtm4p8rvFGHVgsFlpbW5kxfylv7T/OfL04AXctI50BrlQOsmBRFmq1/wyiv78fs9kc1N22nI34C0zesDer1YrVauXWW29VsiCZtSOPGXs/z1Sv7V2OnT03nY1b5vLqCydobenj335yI2FhY5mH3Cf0V471DkAjIyN0dXVx6Sxc97kCQkIdPrjr5ORkDAYDOp1uymwkJzcJEQ8tra0UFvovx8rDGvIagynHTusfR8EEnBagRRTFM6Nfv4kUcDoFQUgdzW5SgS6v6727hxlA2+jjG8Y9fuS/v/TPjvyNOdcMtTPscrA0bqw+bbVa6e7uZuPGjaxYsYIVK1YgipIlvFzu6KutwtXdQhktqNVq3nvvPWWDj42NnbDJXamvww3Mzcvzu7aPSutwe0RW5sTxYbmHxtphQkM1bBt3OFGWPOa8fPlyJQDBWAYkByA5CxIEwWeN3k7Tsqa6k/V4RC5fbGJFUQZ2RzXOEGlIYFmAnoycjRQUFNBq01BhCeev99+PyuMKCHvTxw+QkZNMc3PzBNib9xqn2vS9MdFTSQ5M43tAstO0DHuTzyft27dP6a94Z0DezyevURAEfvyzm8nLT+GZxw6RkBjFv3xnKzDmGh5MOdZkMhEWqmewz8yNN11LUrIel8vlcw6opKQEl8sFwP79+6mtrVUyIO9gkZ2TSLQePB63z2ddfkkqjKSkxSiPXU05dlr/OJoy4Iii2CEIQrMgCAWiKF4BrgEqR/+7B3hw9P/vjv6T3cD/EQRhJ9LQwOBoUPoQ+LUgCDLkYyvw4//db+fTKX8N3wuj481LYscCjr/AJAiCTwa09+Rj6C0CMae6iIuLo66ujkuXLgFSBuTd4I+NjeVKXT09ahXXZfnfzEtqW0iLj8Y60IMgCJw/1cHqdQVERfufCgrEv/HOgAB6e3t5/PHHiY2NpbOzUwlAOp3OpwSXnCyZlSYkJBAZ6X/arLmpl6FBG0mpGppaoNnsQReiYU62//KXfP4mOzubU+dbSU/QExUWCoT6wN6Gh4f5y1/+gihq0IYO09Z5heeeuzIB9paenq5goifr30DwgWloaIi+vr4JQLHQ0FDy8vLIG71BGBkZ4dFHH1UCoDdrx5/Pmvc4vSAIfPGuVbS19PHum+e5/nNLyDIkBG3s6XA4aGtrw2mPJTMrnqRk6XCtRqMhKytLKYm73W6efvpppWfmzdqRcdcGg4G0tAxiRt8+74BjMUtZ5jf/davy2LR/2qdTwU6pPQC8PDqh1gDcC6iA1wVB+BrQBHxh9No9SCPRdUhj0fcCiKLYJwjCL4Bzo9f9XB4g+P9dRj/+aSV9jWRHJJCgi/a5bqox52htOPZRDPX27dvJzs5WhhBMJhMNDQ1cviwdOoyKisJsNuMK0WAIDZ3Q4Pd4RC7UtrB2QS4mk4n4+CT6entYvMww6fcCU5fJrFYrbrebTZs2MXv27AmwN+8A5HA4yMjIoKOjw28GVHFR6lehkvo3Z5p6mZeTQojGv0+Y96bvOGUiLNT/6XibzYbD4cBpjaG7JZyfPfdVv7A3jUaDKIqKCWl6enpAjzKTyRQUJjrYTX9kZIShoSE2b95MUVGRD2vHOOo0feLECQRBQKPREBERQWNjI5mZmYrP2le/sYEjhyp54i8H+PUf7vDp30wmGWdRX21mVVHgTMPj8dDd3c2qVavYvHmzD2vHaPSFvaXnCIgeNQ0NDQprp3B1Hm/v+77PTc50/+bTqaACjiiKZUjjzON1jZ9rReBbAZ7nOeC5q1ngZ13Dw8N++zel/Y1sTfFtko/3T/OnqJAwnL02ZcMQBIHExEQSExNZvnw5oigqAaiiogKz2Uy608VTjz+hwN6UHovNw8CwncW5KVw+fJbEuBygh4UB3AXkNXr7pwXS+A3DG/YGKAGosrKSmpoampubefLJJ31YO3IGdPliMzGx4XR1tZOfX8ALB43cuy3wSLY3ZsDhdBEaMvmYc+WlfjZvW+oX9iZjGC5evEhXVxc7duxQWDtyJjke9iaXtKZ6f/47/BuZtTMe9lZXV8fp06cZHBzk5ZdfVpym5TXe+dXVPP3Xw5w5WefXPy3QGgVBoLfbzYqVgaf3mpub8Xg8ymftzdrxhr01NDRw5PARRNy88cYbgDQF5z2EIE8pmkwmkpKSpvs3nzJNOw18wvJXYpH7N0vicpXHrFYrnZ2dbNy4cdLniw4Jw9bvIiMj2++G4R2AGjs6cJtMpK5bw/IoPUajkcbGRiUD0mh1LNW7cPeY8Hg8dHW6SEyK8kEfe8vlcgXNlTcajZNuGHIAslgs1NTUcN999/lkajLqQKfT0TPgZt7SaOx2M6IuGrdHZFGef0NR2aZGngrzeET8kLGVNepCwzEP2lnuZ0OVA5DNZuPixYv80z/9E8PDw8qd+3jYW3JyMgMDA0GdT5In3qYac/ZXjvWWHIBGRkY4ffo0d911F4CSqXlnQMvXqXl951tEx9spKiry+3zeqq2pwzwAS5fnsWK1/x6gvMbJXCfkAOR2u0GAqgsCv/zdXXR0SuPsZWW+sDcZcTDtn/bp03TA+YQl/zK+/fbbyl1cqVqav1jiNTAwVYml0z7Iq8YT7DNdYK1FwLDU/3XeqqqrpVej5juFq4gPD2fZsmWIokhvby9Go5Fdh06SpBuk/GIpACPuJmYv1lNSUoLBYJiAOrgaTHRzc3NQY7wmk4mEhATS0tJIS0tTRqOHhoak6bfKGvp7K0AtTbyVnz9JYazASE8z7e2hE2BvMiZaXqNKJUwclWQsMHncYWi1bhYsDjyiL/dv5IxSZu1YrVafMzby2ZVDhw5RW1vr0wPyvjkI1L8J9NqT8W9kyeVYg8GAWq32yYBaWlowGo2UX66mt68bkHpBctCTe0DeqAObzU5nVyeWIQ0///X1k2ZsJpOJtLS0oKmvg/0CdmsIa9euVTKg9vZ2JZCXlZUF5dM3rX88TQecT1hGo1FBC1RWVip2HZvDdJwaOaKUPEwmk9/+jdHSxYuNx9jbVoaIyFZVDgItU/4yDttseIbMhKckE++VZQiCMOrWG8+/v3aetXOXkzrShNlsoaHWQnqWjQ8++ACQTvp7l+AaG6WzEsH4p02FGQCp9m8ymfza6Muwt7YmDyXHq/nCV1MZGuqn26klNtTC0cMfcfTwRwrsTV6jbOMjv7aMBhiv3t5e6YR9vZPCopmEBujzjMcMeCs8PNwH9vbWW29RU1PD4sWLfWijGo3GB/bW3y+Zb0zVn5gKE+2tQOVYrVZLbm4uubm5bNq0if/6j0fwhAywfPlyurs7fGBvqampyhpPFFcjCLBh03K/vB+n043D7iRUp6alpSXoqbyEhCTcrl4a6ruYv0j6OfJGHaxZs4ajR49y5MiR6f7Np1DTAecTlNy/ueaaa1izZo3EDOlo50cHnmGmI4qqqipKS6XsQq1WExYWRkVFBckZqZTaW9nXVsapnlq0Kg23ZC7nLsNayo+f46y6fdLBAlEU2XH0CCqgMADioKG9lwGLjcV5qZQfOU9CrIGaS1Z+/JP7CAtHuds0GsdooyqVCp1OR0VFhd8MSFawDd9gz9/oY8Lo7++hYNYsdh1u5oaVK/nm9mV+YW8qlQqNRkNlZSUGgwHV6PsRaI2dbU6++cDigK8vY6KD2fxaWlrIzc3l2mslcJvM2pHfR2/ctSAIXLlyhZGRkYD9lGAn3oItxwIkp4VQXydQc9nN9358L06nk+bmZuW9lAOQ/JZFx7qpqamZ4DT98t+OsfOFk2y61hCUG4Bcjl26dClR0VYaajsDXtvU1DTdv/mUajrgfIIav2GoVCrMEXAl2cFdCzayNWUBXV1d1NbW8tFHH2G12XjnnXcAGA4VccVquCNnDrcu2UhWgtSzeH/UPy0Ql2TAbuMnHx2k8/Jl5gHbl/ov25yvlfzF0qPUXHS76e50k5gURXpGHIIgKLA3URTp6+ujoaGBvXv34na7lQwoEOxNbvhOhomG4Ca1LpU2MX9JMnZ7PdrIWKyOBhbnpQeEve3evRu1Ws2BA5J3WJygIkzQcfLkSQyGMdibVE5TExcbw6Klgb26gt30/Z2/kVk7BQUFwFgA2rVrF6IoUlxcTHFxsdLjkN9HOQBN1b+RFazrhN1up7evh7TUDPbtLuPGW5cysyBVyYBAKsH914/+hlrXTkSklpKSEs6ePTsB9tbS1I1araK2tp70bHj/rSru+moSSSkTuUQwVo7NzjYQEVFLT7fZ73VXU46d1j+epgPOJyjZP817wyjpk8pSS+JyQIA2rZViq8QGOZ5vQxcaynIxlRlmNQNt3QyeqmPHqTpiY2PJyMigvb09YFP6eJOJHxzYR5/Nyj26CJITIgkPME12obaF1LhoLH0SJrqirJdFS3MnZCxy8LFYLIiiyK233kpSUpJPBuQNe8vOzqaxsZE5c+ZM6rMG0mY+2fmb9rZ+OjsGWb8thbYOaLdKz+WP7hkVFUVycjIul4vt27eTl5eHyWTi5Q+OoLEPKQEoNDSUzMxMjEYTA31urrtpkQ+Qzd8aIyIiSEhICHgNBBc8w8LCSEtLw263s2XLFpYsWeKTpR09etQH9tbd3U1CQoLfDG38GjUajV+chbdk6uv1NxZx5ugHPPan/Tz82N0+n9HJ4lpKz3WyerNAYeEK1q1bp/SAvGFvohqWFGnRx4Zjszo5tP8y+/eUc+2Ni7jj7iLlzI73GgE6W510tA9y7z/7z8aCLcdO6x9T0wHnE5TROJErL/NsXjWe4ED7JbocQ8xv0pKpVvGTtXeyKrmAEJX0sYmiSGdnJ41GIyVVlZSPem+dPXuWmpoapd6empHB05WXeba0hBmxcTx+7fW899wODAHKaQDGjj7yMxJGe0yJ9Pb0BoStyd8LoPhnBYK91dXV4fF4KC8vp7HR12lazoBgzD8tENUU4PgRaVItRGsjNjaWUmMPhuRYEvT+MyfvbERm7diP1dPhMvPUtz+nbO4NDQ24XE7iEqGh+RivvNI0wWlafv/lxnowY87BnL/xXqNOp/PJgLxhbw0NDYr1zYMPPujjND0+wzWO+qcFM+asVqvJm5nLvfdv5I8PfkDxR1UK1dU67OCJPx9k9rxYoBeDwUBISIhf2Nujf3qb8CgXw8MWAJavB5UQTmVVCf/6L6WsWbeEu7+2kcgonfLaKSkpvPHKWdLSY1m/yT9JNthy7LQkCYLwHHAD0CWK4rzRx36BZLLsQXKI+aooim1+/u2kOBlBEHYDufLzBqPpgPMJyV/D1y16ON4tHXjcaTrJ6oR8Hki9jobGk0RkRbAuda7Pc7g8Hk719/FkXTU15n6WqgVmu+FCmJZ0m5Xey5coKysDwKwS+EpiIjfMWYDQ0ztlXb2jz8zSvDRa6y+TlZEP9GLITQx4vclkIiUlZQKXZDzsrbi4mMOHD7Nt2zZl8kg2qQwPD1dKcOHh4TgcjknXePhgBfmzUujsamfGzHxe+qiJ2zcELrV4n7/xXp+IL+ytpKSE999/n+GBWNZdk+sX9mYwGIiLi2NoaCiou+3J/NO8ZTROpL7K8kYdVFZW8sYbb7BlyxaFCySjDtRqNenp6UqADLZ/I5+/CQkJYc48KUtsMvYof//SjmP09Zq55c551NT2++XfyLC3NpOGeYuTGBHrueaaa3C5XNJEpqoFt9tF18BZfvmL8xgMBtasW0JzczNZmfnUVNfw3R9u9/FMG7/GYMqx01L0N+CvwAtej/1OFMX/BBAE4dvAfwH3e/+jqXAygiDcCliudjHTAecTkr8SS+1Qu/LnvRv/gxhtODabjdNdu3y48n02K+9eqebZ0vO0mc3kxyfw8NbraD96DCfwxZUruNLbQ0V3Fx1dXaS7RdbpY7F2d7Pn/feV57l48aJiOOm9CZutdiz2EWJD3LS73QhIJa3kAPX3q+HKNzU1kZiYqPQyRFH0cZr2DkAAly5dUsaYZXdlgJbmPmqr27n7vhU0NLUy5Nbicnu4dvksv68rZyMzZ8702fRdbg/qcSUzo9GI26UiNCSJG264AZgIezt48KByfXl5uRIcU1NTJ0yCDQ4O0t/fHzQfKNgx55CQEAoLC5XX886A5AAkl9sqKytxuyWPMpm14y3ZP23t2rWIosgTfz5AZJSOG28d+0yvVLWRkRWPZbjXL2bAW0NDNkK0DpwjAsuXL1dGouXhgAsl5VwoqaC9o4G33pKy+vr6WuYs0pA1IxSbzTbh5kX2T5vu3wQvURSLBUEwjHtsyOvLCPyYKAPbCICTEQQhEvgekqv/61eznumA8wlJ3jB8/NP6pf5NXlQKMVppAmd8YCppb+XOt17H6fGwLC2dn2/YzEZDDg6Hg9++/iZr165l48KxqSrP6IajEgREUaSrq4udO3ficDioq6tTDnnKqAODwYAnVMJGq0csCIKA1axGo1ERG+e/l3I152/GbxiCIBAbG0tsbCyLFy9WAtDOnTsZHByks7NTyS7Cw8PHRrBrhwGRpFQNDU1wrmmIrKQYZmf5L1nJ52+8SzGiKNLWO0iSFxFUDkzDZjUpCWNTUN6wN5AC0Jtvvklrays2m01xmpYzIO8SXLCDBWazmd7e3qAMKf2VY8fD3ux2O7t27aKmpgaVSjUp7E3u3xgMBk4dq6HkbAPf+u42YmLHMonVawt46tH9tLZCUdHqgGsbGXFhtzlxYyE1NdXn/I18FshgMHDLrddz+MBl3nv/A/RxI5iHXMSneHjrrTcBSElJ8XEZ6Onp+Uz1b0zDPdx/5ulP5LUFQfgVcDcwCPhLfyfDyfwC+KHDDmMAACAASURBVAOSddlVaTrgfEJqaGggLi4Ou92ulAcujA4MzNWPNb3lhq885ny2tQWnx8OuL93FguSxsov3huEtldfdvLy5Dw0NsXr1ajZt2kR3dzfnKiq4UF1F9ahFC8CWRIHu5nr0ej01V5qZMTM5YPP8asacp9owBEFAr9czODjIvHnzuP766yc4Tcuog5WbBMorStHpdFSZWvni5lUBS1bjN/1KUwd/evs4De19rJw9tu6+vj4sFgt93Rpm5gbGFkdERDAwMEB+fj5f+MIXfDKg8bA3nU6HRqPB6XTidrsn9VnzXmMgBXv+RqfTMTg4iMFg4O6771ZYO/IavWFvERERCIKAzWrnib8cxJCTyI23+GasG7fM5bVX9iOKk5djzUM2VCoRx8gQBoP/XgxIn/WmrQtoartAe1svOlUa3/3u5+jr61YySW/UgTw8Mt2/8VGCIAjnvb5+ahTxMqlEUfwJ8BNBEH4M/B+k8pm3/P0iiYIgLALyRFH87vjMKRhNB5xPQMPDwwoL5ve//z2JiYlkZWdjGqpHGwlJurHS1XguSUN/P4nhET7BRr4uWMNFuX9T3dPNo+fPsLeuBhH4yZZruDEji7cPHKe0vIpwuw2H3UZ04gBqVSi7du1S7jhjYmKUzT1Q/2a8gg1MHR0dSolqfAYEEnvm3//1KbJyw7BYpEOSG+NhqOo4r9tb/cLeTCYT0dHRWJzw22f38OH5K8REhvGDL2zg82vHDpbKa+zp9KCPCXzOY2BggMHBQcUCZnwG5A17KykpwePx8Nxzz/mwdgwGgw/qYLL+jbeCDUwy9VUux3qzdgCfAHTu3DlEUeSNN18nZw7ExydytPiIUoLTarXExUdSMFePKPaTnh745ywySkd0HIiiZ8rPWoa5LV26VDmfFBUlHdRdv369D+ztzJkzxMfHf2b6N9kRCTxReN//6Dme5Bs9oihObUkRWK8AHzAx4ATCyawClgqCYESKH0mCIBwRRXEDQWg64HwCkjeMm266CavVitFo5OLFi8xzCswjlN6GMj7Is5OWluazYQAYB/rJjZ3oZWY0GklPTw94/sb7OkEl8NDlUg42mYjUatk+M58PamtIi44mKSmJHqLpcIWTxhDz5xWy6/WzFG1MngB78y7HBNO/MRqNk2Kiva+DwIFpaNCNsdbJtdsLKa8+So8mAaeo4rpZaTQ0Nk6AvWVnZ1Nf34AzNJrP//wFNCoVX7t2BfdsXUZkmK/ditFoRKcLx261k5UdeNR5qjXKsLf09HTOnTvHxo0bSUhIULILmbXjHYBqa2vJzMwMun8z1fmbqQKTHIAyMzM5deoUixct47UXLpI/R094uNYnA5Jhb1ExLjo74EplOwuXBHreELJzwxFFy5SuE1OVY2XYW0ZGBidOnFDOA03rvy9BEGaKolg7+uVNQLWfy/ziZEZ7Oo+PPo8BeD/YYAPTAecTkbxhLFiwALVaTVFRES83FPO3Cx8SP6RijRDFpUuXOH9eypRLS0uV5n5rTw8bC3wb4w6HQ2n4TqXS6mo6BYHzXZ18b2URdy9cxNnWFingREkWJSU1LcxOCkOwmRnsDaGzVc2Xv3In4eFaxUDTaDT6sHbKy8ux2+0BYW9y/0Z2g55MEgohnqioKL9/f2kUJx2p9wBQ1u7gzm0r+dyNq/npkUO8XXqBe7JzmamWDkfKqAOXzc71hjiKli5k3uwZROh8m96yf1qYLgboJHdm4BFmk8mkYKKn+l4A8vPzSUlJ8WHt+IO9WSwWXnzxRaXP4Q/2FoxrOASHs4AxzMBAr4qudg+/feQO0jPiAsLeovTw+huv0tW7nNzcHL+wt5g4MJtVQfun/W+UY6c1UYIgvIqUqSQIgtCClMlsFwShAGks2sTohJogCMuA+0VR/PrfCyczHXA+AfnbMEoHTAxGigxGuvll0U3kRiTxzjvvUFlZSUJCApcvX6akpIRtgMZ6kfetDqWZ2tHR4bd/M14jIyNYensZDNdx7Kv3ETG6SRgHBgDIiIqme9CCqauflTEa4lJTuVzaSl5+ChER0sYxHnWwb98+zp49S2ZmJvX19T6wN3l9BoOB4eHhq/JPk0tT/nSx1ERCYhT9A13oIiIZ7hBYXiCN6L54qQzUKrYWFSllx7ff28vlC2eJT0lHGBnmRPFhThQfngB702g0mM1mwkPiCY8IJSU1JuAajFeBGdDpdBMwA964a0AZxZ41axY9PT1KAJJhZt6lTBkTPZUmw0SPX6NarcYyBGHhWtJG3cDHw96qq6t57bXXSErMpL6umZMnT3Ly5IkJsLfU1FQ8WOnrFmlv7SctI27SNSYnJ/+vlWOn5StRFO/w8/CzAa49D3zd6+tJcTKiKBqBoM/gwHTA+dg1PDw8YcPwiB7K+o3K14mh0ahUKnp6esjKyuLLX/4yHo+Hw+WX+NO+vWzVx1BeXk5JSQmA8ss6ODiI2WwOmBk0NzcjiCLahHgl2ACca2shK1pPfHg4H567ggqREcsgGbNm8s5Lpdz8heV+n08QBLq7u0lOTub222/3Ye2YTCafACTf6cpOyP5w1+Dbv/EnURS5VGpi0bJsmprqcIfq0WoczM9JpXt4WLlOztYAOjs7sboFbt66nYUz0gLC3uRyZG9fHzNn+R8Bh7H+zerVgSe1ZBmDPBja3t6OVqvl85//PCqVSmHtyGuUUQfyTcrAwABNTU0BYW/j+zdTrTE9PR3TFQvJyfqAa21tbUUQBL729bv41X++S8mxev7zV9cxZJHcxb1RB6IoEqqDUydLufHmtX5HqK9mnD7Ycuy0/rE1HXA+Zvmrq9eZOxhy2ojTRjLsckhMm3Ebhkqlok+joUKn5S+3fZ6saD0dHR0YjUaKi4sRBIF335Uo3/Hx8T4n+OUAZDQa8QApXhYnbo+H0y0tXD9TGqU9X9tMWqSAx+NGECNxOt0BHQZkXyt5w/AHe5NRB0ePHmVkZIT9+/ezf//+CbC3uLg4xWdt/PvjrWZTL/19w+TPjqOi2kaHM5p5OSmEhmjYV1WuXBc/GoRFUaS3q53eEQ2p8VIQCgR7O3r0KAMDA4RFDUHUEL/97W8nwN5UKlXQY85Xe/7Gm38TCPZ29OhROjs7uXDhAhcuXAgIewvWP00ux64sXMW+tyuYNSew/Y3JZCI9PZ3Q0FAe+Ldr+fqdT/DmKxU8+Kc7EQRBgb0VFxfT1NREfDKUVx2novqED+xNpo22tbVd1Th9MOXYaf1jazrgfMwymUw+XHkY809LC4tl0GlFEAS/G0ZDfx8hKhUZ0XqljBEfH8/BgwcpKipi9uzZyh1xRUWFgjqQA1BDYwN9KoFFiWO9iYruLswjDlZlSs3dkpoWZieGIdjNtLc4UKkE5i+ceKIcpm74yqiD2NhYDhw4wJIlS1i5cqWyRm/YmxyAOjs70ev1Af3TLpZKASkqRjpfVN5u5c5t0nhwY79UYk4ID1fu0nt6enA7R+h3hhEfHRj2tmDBAg4dOkRyUha7X2/mS19ZSEy8FKS9YW9ZWVlYLBZ0Oh3x8fF+n09WsNNkFotlAvV1vOQAdOTIEWbMmMGtt97qM+I8HvbmdDpRq9VTEkPlcfqqywP091n40pf9Z20jIyO0trayatUqABKTovmnf9nEX/+wj//7b68xsyCFLEMCWdkJiCKkpqZy+byasDAn226aiclk8smAvHtT3lN5tVfaOXH0Cl/9xgblsen+zWdH0wHnY5a/A3slfQ2khcXSYu1lVWK+ct34hm9jfz/Z+hg0XlNM8oaRk5OjQMpWr16Nx+Ohs7NTKR1VVFTgcDhIAHqPHOW9ljYMBgPHBqWx4pUZmXQPWjB29rMiX0NcTAqXy1qZkZ9CRKR/g0/5Tn+qSSQZM5CTk0NCQgIJCQkTYG9yALJYJLeMhx9+WLkj9s6ALl2Q+jcDA13owiMZdgssy5cCYptZchh2eTwT1ujURqIOMP3ldnn4cM9ZzGYzpacthIdFce116xVnYxn2Jq+zr08KbL/73e98MsnxsLdA/ZtA7+NUG6rValXKseNZOzabzacE19HRAcAf/vAHH6fp8bA3o9GISqVi3+4rbP/cEubM9z/u7D1OL+vGW5bSYurl/Nl6zp+tx+MWEVQiqzZ5GOzT0dESgt3h5DcPb0StVvnA3oxGo3JT9ec//5m0tDRSktN44ekShvrhnvvWKzcNwb4/0/rH13TA+RjlvWHIkvs3STo9bbZ+ViVIAccfV944OECGfqLLrkqlmuBrpVKpSE1NJTU1lVWrVlFXV8fLL7/MFa2GdbGxPrC3L4ZoOHXwEEMeLeEqN07LMJmzlrHrlVI+93n//Rt5jcnJyVNySQI1fOUMSA5AbW1tPP300yxevBin04nROMbaiYyMJDs7m6aWeuYvzpIa3VHxgJn5OdJ48G1z5hIfHs7XFo/1BEwmE0JIKJ09TgknPe7w6p7dpby84xiCZoCZ8+CmW9Zz4y2r0enGxstl2NuCBQsYGBjgkUceYcGCBQoiQGbtjIe9Bdu/MQaJGZgsYwoLC1MCkM1m47e//S3z5s0jMjISo9EYEPbW2NiIw6ohMkrH1+4P7LdmNEpkWu+fM5VK4Fvf2wZI7gJtLf2UlVVw8fJR4uOSsZmdkm3QqHGKN+zN7Xbzm9/8hqTEdHq6Rqir6aS5uZW5S0EU4ZlnnvFZ43T/5rOh6YDzMUreMDo6OqiqqiI7O5sW1wBDThsxIREICBQm5Cm+VuvXr/f59/FhYfR4Ncbl55yMfyOrqalJyhAiw8nLzuRnd99DS3s73371JRbrwqmqqpJs8ZPA44HGxiZi4p0UzPE/9ivX1YOxYZEx0YHKZN7XAWzYsIHo6GiFtTM2hNBAmsGOkxqcdkAcZG6cCsvQAKHx8WzOzWNzbp7yfLJNTXRcIs7mIXqGhn1sbAB2PHkEi9nGzXdkYR7u4bbb102JTAAoKipSnJ+Hhob8wt5AavKPZ+34+76vxj8tGMwAwLJly5Qg7w1786aNArhF2H7rDHr7OgkL9w9784eJ/tNDH1BaYmRVUT5F6wuYMz8DY5N0I/GD/7jdB8g2XqdPXsLtdvPR3hb6e1WsXluAPiKU48Vl5MyMQJOt8aGNBjNYMK1/fE0HnI9RcjZSU1OjGFRqYyOZo1XjTrAzNzGVWG2k0jMYfye7JDWNJ86fxep0Eh4SgsPhoK2tjTVr1gT12mlpaWzLSmdXdRU/LFpHByKXtBq+ed21bM6ZwR0/fYq8cCvaETO9Pd0ULBA5enwXlyqO+jT49Xp90P5pMmYgGAyy0WgkLi6O6GipuS+zdmTY23vvnOepR/fyxbtn0NBYCy4HeVonjz76qF/YW09PD8PDw8yZvRAultPSPTAh4Hzj/1zDb3/xLj19HRQU5E2Zjfg7f+MP9lZcXMz58+dxOp0+rJ3xPmtWq3XK/o33+5OZmRnU+RvZMVqWP9jb6dOnKS4uJiREQ1NLFc8/X+UX9ubxeHz6NwAf7S/ng3dLyc1LYvfb53nrtTPExEawsNBDVGQsKpX/raWjfYAdTx6mpu4yhplw25c28bnbVhISouavD+9jsE9g27YtbL52Pk6nk9LSUvbu3TtdTvuMaDrgfIwymUwYDAbuuOMO2traMBqNHLh8mqxuDepOJ9DL45WPo1KpUKlUxMX5nl9YnJKGWxS53NlBYUZmQP+08fJu+C6aM5t3qit5v6aajmELAlCYnklHv5naHhtLC7TExKdy5WIoTpeVO+9djMlk8sFdx8bGKnevsX5cD7wVDCYaxgKTfC7Fn/p7h7FbBbShamJiYrAkzOXUpSv8/EurfHpVIJ1zkQNXenICINLWO8SSmb7Pufna+RQfuYjL1YA+evJDnBDcmHNUVBRutxudTse3v/1tn0OeRqPRB3Ugf8YRERF4PJ6AWY6/cmwgBXP+JiwsjP4+Cx4PLF20hW3XL/DBXRcXFyuwt4SEBDweD2FhYbhcLvp6h/nz7/cye246f3z8HuwOJ+dO1XH8aBVOdwVVlwVu2/4wK1blkZgUTX+fhRtvXcqsOel8895nsQ472LBdT7Q+hNvuKFLWVHreCMC6TdJkXkhICE6nE5g+f/NZ0XTA+Zgkc+U3bdqkHObLyMzg586juF0i2iEnX9cXYu8cpLGxEVEU+eMf/0hSUpJyt1kw2nwuaW+jMCMTk8mkOP9OppaWFqXhOyM1jfy4eF4pv0SYJoS5ScnodTqOXKhHhYjDMkBG/lJ2vVLGTbcuY+XKlaxcuVKBvY0vGz355JPExsb6NM/1Xn2mQP2b8ers7FScCgLJYnEQHqHFZDJRUFBApVWF1a1iyZIlfmFvchZ54IPdXJsoUHG2mGT1sJIBCYKAIAhsuX4Ghw83sGdXDZuuWYta7X/T94eJDiTvMWdv1g5IGZAcgOQA+e6777J3716FtSNnQHIACnbiLVA51p/q6uoxD8KKVTP9Ok3LAUieJDx48CCHDx9mxBZCcoaTu+9bikd0ExERyobNczHkRfD88xXcePM66qqGOXmsBuuwA4CGui6eeP4+itYX8OH7pThdZnJyfMtkbS19xMSGo9X6DjUEU46d1qdD0wHnY5L/8zedDDltqAUV6jgdt2y8HteIk4ceeohFixYRFxeH0WikrKyMc+ckh4nbQkJoPHeOyogo6uvrSU9Pn5RLAr4NX0EQ2D6zgD+dOQnAfUsk379zV5rIitbgcbtBjMA54mbxshzlOQRBICUlhZSUFJYvX86DDz7InDlzyMjIUEaHZdhbTEyMUt6qra0NasMIZhJJpRIIDfNgsznIzs7mypV+Bb8gr1GGvS1evJi6ujpyc3MpKCjguV0H0Q71s2fPHsAX9tbSYkSj1lJe1kHJ2QZWrMrz+/rBTkvJh1uXLfPvqegdgGTj06VLlyqBUmbteMPe2traUKvVU/Zvgg1MDocDq20Q3OGkpk3MUr0DUEtLC1FRUWzYsIH9+05h7DOSlg0f7H2Hfft3K7C3gVHHii3bVnLj53T86w+3A3D4QAW/+dkuij+q5IHvX0tbWwseTyeh2rEbk7qaDlwuDwWzx76/qynHTuvToemA8zFJHnP23jAujOKk3aKH5fEz0KjUNDTVA7Bw4UIMBgNr167F7XYrJbj9F0qgp5c33ngDkDbOPXv2KJunv0me8Q3fqp5u5e9mxUtlpIv1bcxP0oEF2kwOVOrA52/kA3tz5sxh9uzZFBYWKqwdedP0DkBarZZ3333Xx57F3xq9+zf+ZLc7iYmVAozBYECoGcDjDx0F9Pb2YrVaKSgoYMmSJTx6uI5mUeT3X9uqlI2MxjHYmyComLXQQ29/E11d0T6wN+81BoOJvtrzNwsXLvTJgALB3gRBYOfOnT49oPH9HLl/M1XW29hoQhAgM2vyzFNGRq9cuZIQdQx73mpjWeFs/v3fb/QZcfaGvb366qtKlpaRkcGGzXN59YUTvPBMMWs3zGbbDTM5dbqTHY+dYeHC+cQnRLHvfckUdt01YyXVYMux0/r0aDrgfEzy559W0tdAelgcakGFw+0C/G8YciM3MzOT1lg9Pzm0nz/PX8z5Y8eJiYnxyYASExN9yltarZaWlhalDFTf18v++lpmJyRS1dNNTmwsI04XbX1DrIpVk5CaSm1FFzPykgmP8G+86K9MJggCycnJJCcnKwGovLyct99+m8TERJ8A5A17MxgMREdHYzKZlFP1gVRxsZnUHC16fRgxMTHYHE40Acpf47OR9PhoztU0T4C9GY1GXnjhBRBDiY61c/bcMc6eO+YDezMYJNqo8Sr800JDQ6c8fxMoMI1HHXR3d/PYY4+RlibZ8nizdsaX4IL1Tysvr8bjgXnz8ie9Tj5/k5GeyW9+touISB3f/dH1hIWF+aAOhoeHefjhh0lOTsbtdk+Ava25Jo733qrmwL4yuvvbiNHHMdBv5Wc/fpM//PUrlJ6XDj9v2DgWcIItx07r06PpgPMxSO7feHPlR9wuDrdXMysik9BQMA53AdIv2fjzN95qNQ+BIOC021GpVNxzzz2o1Wra29vZd+wsfV0dXLx4UXGa1uv1eDweBEHAYrHw5IVzhGo0rMs2UNXTjSEmhpaeQQRRxGUdInteAcX7api7IPAdstFoJCkpadLzN4IgMDQkkWxvv/12IiIi6O4eA2t5ow4iIyOx2+0IgkB/f78Pa0dWf98wxsYusmepkaFeZfWtzDP4Z8cYjUaioqKUoYb0BD0fnK1ixOlCG6JR1tjfLx18ra1QM2vWPL71nU0+GZA36sBms5GamkpnZ6cPa8ffa3vb1Ez2PgZz/qanpweArVu3Kk4HgWBvTqeTnJwcmpub/TpNy2oymTAPQl7+5CU6uRx75KCRxvoufvm7LxEbNzGL7unpwePxsH79egoKCibA3prbqpi/XOT0ufdQqQVSU1P5+gPzeewPx/jjQx+M9W900/2bz7KmA87HIH82NTvKz6BSi7QMD2C1D/H9WTdgt9vp6Ohg3bp1fp/H7nLyyuWLbMnNo6et3ad/k56ezmPF0h3zh79+AMew5A8mH+48ceIEJ06cwKVW8aXkZCwtraSEaInRhVHW1UZsiBvR4yYjPZOuznNsy/TvWyX7p8kwtMk0/vxNUlISSUlJrFixAlEUlQB04cIFLBaL4g8mZ0DeJbjLZU2ER4LbI1mcXGpox9jZz+fXTqzvy5lLbm6uYiR54EINogg9Q1bS4qN91qjThdHRYuWOu6TXWrRokTKmLNNGL1y4QHNzM1VVVVRVVREWFuazRjkATdW/Gf/+BIMZMJlMPq4TgWBvZWVl1NbW0tjYSGNjY0DYm8PhwGzpwzygIiNranuelJRU3nqhhC3bF1BYNNPvdeOzEX+wtwMfnmHvB4dJShNpb2+nra2N1VsEOvvKSDMIpKXqGRkZQavVKv0bedR8Wp8NTQecj0H+zkW8eOU0RINBH0Orw8UXsldSV1s36ZjzG5UV9NvtfGXufA5deEmhTQKcrmoau1AQyMjIICMjg9raWsLCwrjuuut49vBHWJqbSejugbZ2tgGPPvooDnU4hvARAOzWEEQRcvP8l4Pa2tpwOp1TljlkzECgDUMQBCUANTQ04HA4uOOOO5Q74vGwN7tVS9ZoLz8rK4sf7DhIfHQ4txRNHBPu7e1leHhYWWNnv4WG9j62LJlJSuyYk7YcmHTaGKDLZ0hClhyATCYTPT093HfffZhMpgm4axn2Jt8ATPX+BIuJBv92SN6SUQctLS00NDTwwAMPKJTM8bC3zMxMxcxVGxJFSEjgYOd0OmlpaWHpkmV4PJ3MCPAzIa8xJSUl4GHP0NBQrr9xLceOXAAGuf/+bzI0JAXzI4fPEa0fQVC18NBDD5Genk5cXNx0/+YzqOmA8zGooaEBt9vNc889p9xt2jxmcKpICI9ghBFUgmrShm9Dfx+/PVFMYXoGSS73hMD08qELyp+dbslLTG74FhYWEh4fx+vmfrYvX8qPrtnK9U8+yuKwCGJCQqmrbyQjzA3Ahwd2MWOOB234sF/UQbB19WAbvjL0bPbs2RMyIG/Y2+VL1SQkS9/XU888i9Dn5AuL52K3WggL9UUdjO/fdPRLpb2bVs/zsbYZGBiQyn7OCJJT9KSkTc6/yc7OVnpA3hmQd4NfntR66aWXJjhNT7bGQLLZbBPKsZOtMSMjA71ej16vDwh7a2iQhlWS0od48cUXfXzWvIOa3L9JT88ESgKOi7tcLlpaWqbM6gRBIGtGOKbGQU4WN3LzbcvJy8vj0nk7Rw5e5veP3kZTsxTMZazFdMD5bGk64PydZbPZ6O7uxmAwIIoiZ8+e5dSpU9wIDOhC8PS2k5IQgd1u9+ufJuv/fnQQrVrNw1u3U3HmjI9/WklNCycrjQDoQjREh0vN/paWFtxuNwaDgecvlmJzufjGkuXY3W6uOEe4Ydly7lq+krt++SIz3Q1kZ2XRUNdDcjrs2fMee/ZITtNyUzo7OxuTyURSUtL/GBMtSz5/M35j8UYdREem89Qfq1h3nYbU1GQqWwdI0blpv1LGX66UTYC9yf0b+VBlR59k6pka5z94VpcPsHT57IA9mcHBwYDnb2JiYoiJiVGs8x955BF0Oh0pKSk+rJ3xsDe55PU/xUTLmqwcOx729uSTT9JQ10FKchoWi8XHadq7BNfY2CgNg6RIaxzvQycrWNcJt9vN4GAPIZpoXn3+BNfesAidLoTyi83MX5hDfsFM8gukEtxLL73EwMDAdP/mM6bpgPN3lrxhbNy4kaysLJxOJ08U7+N041lSB8OIaLKhMtl4qOQhQOrFXLlyhezsbKU8caW3h9OtzfyoaB2pUVHsGR1z1mq19Jut/Mdze8hOisXudDInK5nIMCngyA3fuJQUXvhoP1tz85gZH09VtzSgkBMTi9lqp6u7g/w4WLGikLde2M11NxVy8xfnKXfEMm1UVmJiIpcvX8ZgMASEvU2FiZY1VWASRZFnHj1EUmoYHo8VlT6VIyVmHvr6F8lNjuDB93ezLDzSB/YmCAJ6vZ7S0lIMBgPtvVKGkxw7MeDoQsPo6XKweJlhyjVOtaGazWYGBgbYsmWLAmcLBHsTBIGwsDDOnTvnNwPyfu3x4/T+dDWuE52dnfR2Cmxcv4xrb1gUEPYmCAIhISGUlV4gOkZEEPzPoMvvz1Su4XI5dt26NZwtLua9t8+z+dr5NJt6ufaGMWsfj8dDc3PzdP/mM6jpgPN31vgNIyQkhNd6axnJcPPla27mweqd3BQxF0O3hvLyctrb29m5cycgMUWys7M5YR4gQlDxhTnzFJuaoqIiPB6R/3r+QwaH7fz5Wzfzkx17fe5CjUYjqampHGlpYtBh576lUslDPoczIy6eC3WtxIdI5TSHNQSHw8WiJVJ5JT09ffR1PHR0dCjj1/39/bz99tuAf9ib3PAN1oYlNjbWx53AW+fPNFB2wcSX7imgtaOS3aVNzDOksHlJPr86dpRDIzZ02Zn83LQInAAAIABJREFU+Stfobe3l/Lyco4ePYrNZuO9996TnkSjpTBeoLpCCpJy5mM0GgkJiQZ6WLTUMOlnGMz5G3+ByR/sraamhj179iCKIh9++CEgZUCBYG9Xg4n27hP6kxyYBvtVxCdIAdgf7K2hoYG3334bjUbDmbMnWVAIpeX76LdUTUAdyIdXg8VEr1m/lHdeu8LBD8tJSpY+94VekL/p8zefXU0HnL+z/J2LMAtDaJwq1mbm8tMrLpIz04iy21Cr1Xz/+9/3sZA5d+4carebzwOvv/ACMTExiKJIamoqLx4s4USFkR/dvomCzCQiw0IZtkvNf+/+zbmebkLVGhYlS6WR063NxOh0zIyL54PDFSSGuklKTqaqvANBgPmLfe9UZdhbfb10KPXb3/42ZrNZWaM37C0uLo6kpCQcDseU51Dkpv1k5292PHWE1LQYomJE1H06mjpsPP3VG2k1D/HSpTK0ajUfNTZgc7l8JuK+/nUJzW40Gnn74AkSQsy8//77gHTSPy0tjaGhIZw2NVmGeGXzDfQZBosZCA0N9QGKjZder1fKkXfeeSdRUVE+2YU37C0jI4POzk6WLVs2qc+avMZgXMPlrHdoQIKo+VN4eDgRERGIosjNN9+MRh3Bj773LJuuNWC1Dk9AHTQ1NVFQUIDL5Zo0MMrl2MF+B431Xdx2x0ouXjARHq4lLz/F5zqYPn/zWdR0wPk7SsZEezd8nW4XIeFORixa+hwSbCxOG4nJVE1GRoYybivf3b1YdoHHDh3kOwVzcPT2KhvSG2+8waBTzXUz4lmQHIrNZiNCp8VslbyrvPs3O6vKyYmNRa1SIYoip1uaWZGWgUoQKLnSzEytmxyDgY/2mMjJSyY62v+dqslkIjExkaioKGXT9gd7q6urA2DPnj2cPn3aJwPydhKYyj+tp9tMbXU7931rE6amE7QOQ9HcHJbmZ/C9D/cgCAK/uWYL39u/lyPGBrbPLMBkMhEZGUl8fLzC2/ndvipSE7L5z9vXKmuUDTRDwvrJnhXCW2+9paxRhr3B/wwTHUjGUcyA7BQgs3bAF/Ymr/H8+fNcvnw5IOxN9k9bu3ZtUGsM0+nxuM3ExAY+RyUHpqysLLq7hunrEsjLWcQ12+b7wN5qa2vxeDxUVVXx0EMP+bB2vGFvMs5i0aJFvPHqadRqFbd+aQX//u2XmbswE7XGF1wXTDl2Wp8+TQecv6P83an9rfIsKrVIti6ZXofUzI5Gy3k/G4YoirxScZn41BS+dP31CILAM888g81u51Knk2i1gzBHH6+99hoACSFhCCMaqqurFf5NVlYW9SeOMn8026jv76NlaIj7l66Q+jdd7eTHiWRkZFJ5uYzrbvJ/vsZ7wxiv8bC3l19+me7ubgoLCxUTTdlpOi4uTtk4ZXJmoNLJpVGcdE6enqo6K+1WHfcXzmbIYWd3TTX3LlrCjfmz+PXxo3xQW8N1efkY/bgBdPabWTQj3Qd18M4771BVVU1lmZM1G1MxGn1hb3KD3263T7pGWWazmd7e3qD4QJONOXvD3vbt28f58+e54YYbaG5uxmj0D3tTjd5IBNO/aWtrIyM9HzDT02UmJtb/8Idcjg0NDcXjln5O5QDnDXsLCwvjyJEj3HLLLbS3t0tjzqMZkDfqIDw8HKfTSUJ8Cn/94EO2bl+ASiXQZOxh6/ax0fCrKcdO69On6YDzd5Tcv/Guqz9ffRqi4F/mr6Xe0gmA0Gfzu2GUtLdxpbeHX2/agiAIjIyM0N7eTnhyNiU9vfztB/cwJytROXNx5EwpcSODSgDSaDQcPHQIenrJGQWTHTZKI7EbDDk+/ZsRmxaHw8XCJf6zjWC58nLDd+7cuaxatYpVq1b5ZEDjUQcqlYqjR48qG7x3L+dSWRPhEaF4kDLBnhENS2dmUN3Tg0cUKcrMRq1SkRIZRbd1mL6+PiwWi88ah+0jDFkdPhNq8ii2ThtDZ0svd9zxJaL1YT6wN+8ABHD8+HHlzl3OnrwV7DSZfP4mmIa4fDDU+yDqZLC3kydP0t7ejsHgH/Ymjznn5+cBtZiM3eQVTCz/yeVYOatrNvUCEBU98YyN3L/xztLGw96OHj2qXH/w4BHSspwUbcqktESys/H+mevo6MDhcEz3bz6jmg44f0f57d8g9W+2587lG2eeIicyieH2Pr/nb166XEakVstNBVKPQ94wzpoGWTk7mwW5Uk9GvtO90CPwZnEZL37nBl566SUiIiIoLS1lo8uF+fBRnqispto1wipdODFqDRdqW8f6NxVS8FuwyP+kUbBjzv42jPEZkByAduzYQVhY2ATWjpwBVVxqYP5CifvjUYWQEB9LYkwkH7VIQTMvLo5Oi4Xyrk6+v6rIb9O+tlUakDCkjLGFBgYGGBwcRHCnkZyiRx8jlZa8MyAZdfDss8+i0WhoamryYe3IwUcOQMH0byD4wCSXYzds2ODzuD/Y23PPPYfL5aK/v18pZ8qwN3mNKSkpGI0SAHDR4jmo1PtoMvb4fW25HJudnc1H+8t5/JEDJCZHs3ip78FYl8tFc3PzBBqnP9jbCy+8QH//AP29FjJzRfbseQcQWFgo0NZRgy7cqTiPw3T/5rOq6YDzd5K8YSxYsECx63C6XYSEORkZ1nK2t46yfiP3z9yC6aM60tPTJzR8mwcHyYmJJXz0caPRCIJAQ7+Tf/niROuZyDAtthE3blFEFEW2b9/OFbeLX+19nx/Mns9QVydRxk5igd/97nfYCSFe60IfHc3Fsw3k5iURrfdf1zcajUFx5YMZIZYBc06nk+uvv5758+f7OE1XV1dTVlZGxkwI0Vi5cmWEoREVi3OlKbHmoSHUgkBKZBR/OHUcgK25M7l05AiRkZE+4Lqz1c0IAizIGTvvIq/RVD9M/iz/nnGCIKBWq7FarWzbto3CwkIf1k5jY6NPAHI6nej1enp7exXWTqD3JxhMdLCBSavVMjg4yNq1a9m4caMPa8e7D6TVahU2z8BAH2npMTSNZi7+1igIAs8+dprSc83MmpPG9358g0+fBcZcwzMzs+jtMaNSCaOfq4smUy9NjT0YG7tpauwiMrGDzlaBxmoVf3riK6i1dp56bDeRejfHjx/j2LFi1Gq1AqWb7t98NjUdcP5Okv3TLl26RHl5ueT0GxFCEmANF3jg3A4MEYlclzifp9uP+W34bsrJ5Q+nTtBuNpM6Os2ENhKNRsOaeRNtWCJ10vmburoGpX+z72Ip3Ro12zdv5qPGBn410MPj6zYy0tXHgeLT6LRQW1tLeCxExftHHcj+afJo72S62vM3BoMBlUqlsHZk2Nv7757kzZ2HWLU+ls6uNmI0bmgq4ZFH6ukLUbNE0HDRaOTZ0hJumzOXvLg4dvvp3xy9VM88Qypx0WOBVPZPa2o0s2Vb4IOX3pu+N2tnPOytrq6OqqoqxdU5IiLCp8HvHYD+u/5pgTT+/E0g2FtDQwOlpaXY7Xaeeeb/sffe4U2dafr/56hatuXem2zABYMB00yHQAIkpJFkUmeSzc5kZ3eT38zu1J3vfqfs7pSUTSabSZtMCiGdFEiBEHowBmyDjY3BYFwk94KbbEtWPb8/5HMs2ZJtNpn5XjP4vi4uQD6WXh9Z7/M+z/089/0yhhwF1iEzRUVFpKePmr3ZbU5KTlYw0A+Xqjv53o+u54Zb8rncaabwcDVdnWY6Ozx/Bq1NBIfBj//5QxwO/wFWrw9iRrYepRKWLZvPj36ylMzsRHp7hqgstfHtf1rPrd9YSGNjIw0NDZSUlEyqGj6Nv15MB5w/E6S5iDvvvJOmpiZMJhP9FxsoQIMbN0JkOMtm51JTfi4g4avXeAJIt9VCtFZLS0sL8YZMbKY2LjZ1MmeMUnKIzqPj1dhoIjExkaCgIFoGzMQEh6BTqzlsrCdcp2P9/Hx2HjtLu01NpMbGyuUbeev1/eQX6H2sDiS3Ub1ej91un7J+miQqOdn9iYiI8Dt/IwgCDbVm+i4HkZ8/n71ftHKiR8d9q3PRuIa4fKmGXJebz954g61KBYv6hygqKmJwcNBnjR29A1Q3dvL/3brS5/mNRiPBukigg0UFMyZcY1BQkN/2bu8ApNFoqK6u5q677sJqtcrZheS1I5m9JSYm0tnZOeX7M5FquPd1E/nfSAFIp9NRXl7ObbfdhiAI7N1ThNXS7mP2Fh4ew8WqPiJiLej10bz6zt+hVit56dkDfPzBKVwjkklarYq4+HBSZtlRCjru/lYBkVGednSX241SoSAlLQpDRiyRUSEUFRVx8GA7d957rXyIqTzjCebzFxpks7fQ0FBOnjw5zd/8DWM64PyZIA3sedv2LnjrP0hU2LlVl4u6x0bpyRLcbs+H+MCBA2RkZJCenk5qaipKtZpXyk+zID6RObEegUu3282KhfN4tbiD/WU1PgHHanPw6YnzqBXQ1dEuE746lQq7y4XL7eaIsYG1hgyUCgWFVQ0kh0B8fDwdrS6aGxQ8/dz9hOq1stmbpEAs+cofPnwYk8k0LgOSMFXCVyLtpRq/PzQ3dpOWEUtjkwltUDCddiWLly5hdlo8T/7peTTDNsKsw1wXFYuxro7qEYL/6NGjNDc3k56ezvkOCwBr582Un1fib3AGEx2j95n/8PceTnX+RqPRkJWVhUKhkL12JKVpqQQnBaATJ07Q0dEhZ0Fjzd4C8TeBXttfOdbfdYIgkJ2djUajoa3JzeP/9QnPvPItzP2X2bf3BKaGVqJGYqtS1c+2bdu5eK6fy+0uNm2Zz41bFxOfEI4+TIfL5eKxxx5j0aJFbN48sZ21v3JsRZkJXbCGTK+mhamUY6fx143pgPNngL8Nw+V2Y+4JYUARzHcfvg/wtKm+9NJLOBwOlEolJ06coKioyCN7EhlJ7NAAd61cid1ulzeMnKxZLM25yIGyS3x/62oEQWDY7uRfX/iY8toWfnLzIqqLD5Oeno7V4eBsZwciIpUd7fQMW7kmYwbDdienLjSyMcbTdbZ3Vy2zshJk8lwye5PcRl977TX6+vomNXubKuHb2dmJ1WqdcGNpa+0jOzcRk6kBtT4SGCA5Ohyrw8Flq9XzOrNm8S9b7wA8LpMmk4nk5GRqampkpenN8Uoqiwsxj1nj+Yoelq3ICxhMzGbzV5q/EQRhnNnbrl27OHfuHJmZmTQ2NvpkQN73cbJ2cQk2m+2K5m+87SzS0mMA+Oid05SerMNuc3L3t9YRm2SlpLSYvssq+lVdJBkgyQBW91mKS/vlNTqdzinrpzU1NY1Txa4sNzF3Xioq1Whpcarl2Gn89WI64PwZ4M//5vPaGhAFliaM2jaLokhPTw+rVq1i/fr1OBwOmpqaaDAa2VNawhybg/OHjlB9+EvUajUhISGYTCaumZ/Ob94xUt3YyaykaH70x08prWniP+7fROhwJxcEgfikJL772cecaW/jqU038Nmli2gUStYa0im92IgOG4hu4mITqa46zT0P+JadvCHJ6G/ZsgWXyyXPWxiNRh+zN41Gg1arpampCYPBEFB4cbLAZLc56ezoZ9W6DNq7h1CGJhGqsxMWEkRNt6ezSqNU8l/XbJD9btrb28nKyuL222/3ZFDNrfzkmbeYnxTiY3WgVqtRKBSoNHayc2MQRTGghtnY99AfJJtof/NJ3hAEgfb2dgwGA7fddhsw6rUj/ZGsDlQqFYIg0NraSlBQUECztyvRT2tpaWH58uXyY2kGT8A5cuA8+YvT+d6PrkcU4eWXX2FoCLqaQ/mHR25l3sIknxZnyexN4qDa2toICQkJaPbmT6amt2cIU8Nlrt3sO38z1XLsNP56MR1w/gzwN3/zP8UnAPh+wQr5sbEbhlqtZsaMGdSJbnZWlfPkjVuYrwuhvr6eoqIiHA4Hb7/9NoIgsDZawa5Pd9PjUFNyqYuf37eRG5flsm1bCQkJCfzroX0cazLx+LWbuGFWFr8+eoQNM2YSpg3i85ILJI9UN9pa7LjdIgUr/Btrjd0wJL4gJSWFVatWyQGooaGBw4cPIwgCH3zwAQAxMTHyidg7AJlMJlll2R+qz7fgdolExkB7N7QOQWqsh+vpGPTM5Dy8pIAZkZ5utJ6eHgYGBuQAJggCdV0WagfV/HTLLSzMTJbN3vbv348oQlaeSGn5XmrqT/hkF5Lb6ET8zdj3GiYPTBaLhc7OTp+BxkBmb/v27QOQ/w5k9ia1OQfibyRI7fTea9QFa/jH711HZFQIi5fN5K3XCvnko1KWrnNiMBj47aPfRKPxbA/+zN6++OILhoaGOHr0KEePHg1o9ubv/pw94zmQzfOSUJqev7k6MB1w/gzwZzNQ1+spkyxLGc1wpA1DshkAT9bz/Kli0sLCuWn2HFQjZZqioiLuvPNOtFotRqORA8dPMXy5Cb0AW+Kh6/wJvhhsoampidx58zhirOXO3LnckTuXQw31dFst3JaTy6DVxuGKWq5P1RCn13P0YA0JSRHk5Ppv052sPVcKQEqlkkOHDnHLLbfIcymSr4mUAcXExGAwGKitrZV5LX+oLDMhCOASB9Hr9XxhvMzWVZ7TcK/VysYZs/juotFSl79N7cvKOsKCtcyfmSSbvWk0Gj7//HOiwmZycK+Rn/xyAy0tzdTW1spK05LVQV1d3aTWAdJrT8UmeiptzhEREeTk5PDxxx+zbt065s+fL99H7wxIMntra2sjLi5uSo0FgiD4/J4B3H53AaIo8uDdL9DS1MN1W2Ziddaw6foVcrAZi5CQELKzs9m5cyeLFi1izZo1PoOoY83epFKstzFbRbmJIJ2arJzRezatn3Z1YDrgfM2QdK28+Ru36F/W3Z/g4vHmRio62vnN+uvkYCNtGBkZGWi1WjIyMhgKjudX2/byj9fNZWakGpPJREmJpwnhXEUFdwZp6TpbxYXUdHbVVBMVpGONIZ09xRewO5wobBbiZqbz0Rtn+eaDqyecG4mJiZny/E1GRgZhYWFyBuR2u31KcJWVlTgcDs6dO+dDnEvdcODZkGZlxdPS0kRkXCLDlzpZnOU5xT9/ugTwlNS872NISAjR0R67ZIfLxbGqBlbNzUClVIxbY2+3QHhYJCtWeEpMY83eLl26hNVqpaGhgaefftonu4iM9DV7u1L9tKnO3xgMBr8ZkLS5NzQ00N/fT39/P0888cSEZm+mETsLrVY77vUEQWDF6izef/skDmc/MLnNgLf/zVivnbFmbxIf9dhjj8kyNxfOX2LuvBQf/sZoNBIVFeWjtTeNvz1MB5yvGf5Oap/VVKMKcpAflS4/ZrPZaG1tZdWqVT7f/0blGWKCg7ktJ1d+zGg0jtswtiydzZKsVB+Pl4MHD3Ls2DFWrFjBmZoaNF1dvPfuu0QCN4WGcvjgQQ6eaSY3LgiXa4D+bgFRhA2b/cusSLpWU7VB9rdhKBQKH6uDEydOsG/fPlatWkVHR4eP1050dDRpqWm0d5pYWpBD72ArKtHzM+fPSqa+t4ea7susNYzeR0lxOt1r/ubDo5X0DQ1z/VLfeQ6TyURwcDA1FQMyaQ6+Zm9LliyhoqKCXbt2sWrVKnp7e328dsLCwny6y6bC30j3JzU1ddL5m4nanL3N3i5dusTbb7/NypUr5U1e8tqRMiCDwUBycjLNzc2yP48/PPTwBkJCtJw+c4iwcC0w+RrBfzbiHYBaWlp4+eWXWb58OS6XC6PRyOHDh4lLA0Hok91GDQYDRqNxWj/tKsB0wPmaIWUjdXV1iKJISkoKT53dR0SamQ2po6fbpqYmv4RvqFqDKI6e4P0RvuDZJMcaijU3N5OYmMi1117LyrVrWf7yC+gsVhKcLq7V6ykpKSHa5SJ65DDeYGwgKzeU6Bj/6gJT9SWRCF/plDsRmpqaiIiIYMOGDfL3ShmQyWTibFUVmXNc9A56pvibTCaWp+lRik721XlkWxJCR3/u3t5eBgYG5DUOWm28tKeYJdmprMj13RCNRiNpqWkc/qyepcv9c1bg4daCgoK45pprZGFMKQOShijPnj0rX9/Q0CDzLGMzIBjlb6ZCiPuTQ/IHqRy7du1aOUOWzN6kDEMKQNLzSjMuYzMgQRC461vLqWs6QnODnZ9+/y1+/cRd6CdQDY+Pjyc4OLDatLRGgBUrVsj83YEvzvDyC59y0x05DAx2y2ZvMN0OfTVgOuB8zZBq+kVFRRw7dgylUkme1klvhJKjw8e5Z+Zi9EHBAQnfBQmJfHThPM1mM6nh4TQ3N+N2uyetbUu6VkuWLAFAp1ZzY04ub5+tgIgI/vnvH+LlPSfY8UUR12eoGbZacLv7iEv1lDsks7f09HTS0tLQ6XRTbnPu6OiY8vyN0Wj0mb8ZmwFtf+UIuz4o5Nqbounp6UHnGCRMHOSpp55iWKNmGSLR5kEGBgbQ6/Xj+Js3Dpymb9DK925d5bOp9vX10dfXhyE1G4fDxczMwM0AxpH5G6lMNjYDEkWR7u5uPv30U5qbm+no6JC9gvR6vU8JLioq6opsotva2li7duK5FvBfjvVn9vb5559z8eJFhoaGJjR7a25uRhTdbL5hFS8/W8LzT+/jp7+4ZdzrSm3O+fn+VcXH3kdvjyKA6qp2hgY03HX3bahUHumgffv2UVFRMc3fXAWYDjhfIyRf+bVr17Js2TJPi3NDA3sqipjVqkRotfHU2f8mLSWV3t5ev6rDCxM9WVBZeyup4eFyxjRZXd3b/0bCnblzeftsBXfkzkEQBAqrTCQlpzBsbSAjPYvXnq/mn/5lNVGxno6n0tJSTp48CUBCQgJWqxW9Xj+lMhBMvqF2dXVhtVon3FhKTzaQmJiIxdKHLiqBj86aeeWRLXR0tvLBiSIyHC6GKs/yVOVZoqKiEEURrVaLWq2m2zzEmwfLuG5h5jgVBmmNF6r6CA7Rsny1/6YFs9lMT08PixcvDrhGyWfHYrEwY8YM7r33Xrq7u+XsoqGhQc6A9Hq93IodFBQUsA0bpq6fFqgcOxbh4eFYLBaSk5P5zne+4+O1M9bsTeLoFi6ZyfpNFgoPX8Bud45rHpBsoqU1Ohwuai60UlvTQURkMHPyUoiJDQtYjq0sNzEnb3T+Jjg4GKvVOs3fXCWYDjhfI7znb4KCgsjMzKRZJ3LcfYRN+kUw2EtTYxMxtmEGBgYYGBjg0UcfJTk5WW7LTU9KIlit5kx7G7dkz56Q8PWGv2xkXnwC9d/7IeCR6a9u7OC+lZn0X3JgGVQhugXWrFtEdIyetWvX4nQ6ZasDo9FIe3s7AI8//jgJCQk+BL+3nbDJZJrShjFZYOrqNHPhXAv3PbgEU2sL3Q49WSlx5M/JZptjiEOhOgRR5JlV1xBps/nI8z/99NMI6iByglxsyonGbDb7rEfSTyvc28B1N8xHNyIDNBZT3fS952+kABQTE8PixYvlDEja2M+fP4/b7eaFF17w8dpJT/e1OjCZTBPK1EgIVI4dC6kcu2zZMsDXawd8rQ4kjur1119HpVJjyHKw88PPWbNusY/ZW329R6n71Ik2tr1YxvmzzQwPO3xeNz0jlnmLYrHb7SQnj/4sfb1DGOu7WL9xlKuRAtO0ftrVgemA8zXCH+G7p8nzQb551iIM4ZHc+uV/k6eNgI5O1q9fz/DwMCaTiWPHjlFYWIhCoWBLkJb2s1XUJKbQ1NQ0jr/xB5NpVD/NH87UteJyi8Rp3fQDDZcGSUmL8rFWVqlUcqll1qxZvPzyy6xduxZBEDCZTJw+fZri4mIAOQClpaVhNBqnxN8YjUbCw8MDzt8UHfWcuJPStJha4UzrIN/c7CkPfVHnUT0WBYGs9HQyo6PJycmhpqaGlStX4hAVfHr4BGkhIoWH9lF4aJ+P2Vt9fT1aTTg2Wxc3BDCZk9ao1Wonnb+ZKDB5B6Dc3FyqqqooKCggNjZWDub+zN5qa2t9XDInWuNU5m+kcmygwCRZHcyePZuKigoWLlwo36tBcwUXasq4UFOGVqslWBdJT5fIoLUThQDbXz5Oxsw4Nt+4gHkLDWTPTqSv10JFmZFTxfWcOXOetJnwyx/vIXfuORYXzMQy4kY7P99L727E9XWav7k6MB1wvkYY/Qgunu0zgUvJotg0T1lFqcbeYUahUFBQUCBLjdhsNtnV8fjZswR19/LOO+8AUFNTg0KhIH1EZ83mdKMPHg0sTqeT5ubmCctAX1bUoVUrcQz1EhcXx95jbVxzbeAgIWUjixcvlmvwTqdT1lkzGo0+Aai+vp69e/fKAWssoSzpp2VmBibrS0/UkZIWhXngMiptEINOgfULZnHZYqG0tYVgtRqLw0HCyHqkNc6fP5/ff1LKmaEwdv74AdzDQ3J24e2143INsHCFDquti/7+YL/CoWP5m4nuz5XM3+Tm5pKWliZ77QQye9NoNHzwwQdyxuuv7Goc0U+TfncmWuOVlGOzsrLIzs4mLy+PqtMuKk7VkZ0bTkdLB/qIdoJDQK8GQVDwre8amJU5k/T0UbO3uPhwsnIS+ca9y3njjTfp6Ohi05Y5nCqu48Vn9suvlzV7vFXEdMC5OjAdcL4mSPzNmjVr5Mfcbjfd7l7iVTHyBuYS3bi6BsZtGFqtllmzZjFr1izMyYn8277P+UlMAi21dT5NCCDQY1eQOXMG168tIDU1lba2tgl1rax2B3tLL3Bt/ixams+QlDgDy1A3i5YGVko2mUzjCF+VSkVaWhppaWmsWbMGp9PJvn37KC0tJTw83CcAxcfH+5TgBgcHsVgsAdfocrqpqmjkmo1zMJkuYBV0JEaFMDMpmvfPV+EWRebGxnO+qxP9SHlRmr8Jj4hk3+ka7lo3n/jIMCDMx+ytsLCQI0eOMNAnEh3rYOfOnYCv2Vt6uscmYTL+xvv+pKWlTSkwqVQqn/kbQRDGmb2VlZXx2WefkZKS4tfsTVqnXq+fEn8jrXEq5VgpKHoHpmuum8uRA+dpuGRj1bplrL4mB4VqiB073iMjI53+/n727/cEkbFmb3FxcTQ3N5GXl8eNN24EoLO9n/vJ5XUBAAAgAElEQVRu+wPAOP20af7m6sF0wPma4E/X6mhbLYLSTX6k5zGn24Xb4cLVM4Rhtv+yTsuAmSeOHyM6VI84bCMpKYmHHnoIm83G658c4suSMyQFQ1fjJd588xIKhUIOCi6XSzZ788bBsksMDttZmx1PUaMDU52F8IhgClb6zzakNufJbJBVKhVms5nIyEgefPBBXC6XzAGZTCbKysooKfEMakpDnU6nE4vFMi4Dqq1px2Kxk5UTTWn5IPXDehbnpCAIAmc7OwhSqTD295ITGwv4zt9cNltwiyKzkmIYC4VCQV9fH4hK6qs1/OevH2HIYpbXKJm9ATJxbrfb6e/v95sBwahN9FTmk6bS5iwIAt3d3SiVSu655x6USmVAszep8cBms9HV1RXQ7M3hcNDc3CzzNxPBaDSSkJDgw8utWJ3FOx9/j+gYvfz8hYWFANx+++0EBwf7mL2ZTCbZ7E2tVuNwOLDZbLS0tJCYmCjzPMHBo7+b0u/ZNH9z9WA64HxN8MvfNHr4m5vSPTzEW8Zj6M1uEP2XEPqGrTy460MsDgdv3XIbO19+Rd4wDlc28OKhC1y7MI/fPHg9T7znCT4F6eHYbJ5p7vfffx9BEEhOTvZpcd5ZVEVaXARal0euv/R4GzfeujSgfMlU52+kMpm0YSiVSjkDAk8AlEpwUuaze/dudu/eTVxcnHxyNxgMVJR7Ttmh4S4Amgbc3D2iLtBvG2bY6cTmdPKH628EPPM3ZrMZg8GAqaMXgLhI/yrDtbX1dHe6uPWOJejDgtGHBfuYvXV0dGA0GuUOvSNHjnDkyBEiIiJ8sguJe5pqGchqtdLR0cE111wz4XXSc3qXYwOZvZ08eZLh4WFKSkooKSkJaPbmTz/NHyYqx8bE+mYdJpOJuLg4+bAw1uxtcHBQXmNLSwtVVVVUVVWh0Whw2rQkp7tZf+083G43CoWCzs7Oaf7mKsN0wPmaINXVvU+ylX0mcCtZHGugcegyL9ceZI0rDoXCPE7XCuDnhw/Q2N/P67feTsiwTd4wii808ovXv2BRZgr/9XebUauU/Ozea9EFaXnrwCluTXayZMkSsrOz5dOmt9VBqE3B3HQD1dXVaDQh2IaHuf6mwNPxU+3UmozwVSqVpKamkpKSwsmTJ8nLy2PJkiXyGsvLy+UMSHRpmLdEQ23dRZRqLUMuBQtnecRPB2x2AO6eO48lSSny/QZPV96/bT9MlD6YBTPHy8b09fUxOGhmaEDFbXcVjPu6IAiy2+ipU6fIzMxkw4YNMk918eJFOQOSAlBfXx9qtfpr0U8D/+XYsWuUAlB5eTkpKSncdttt8hqNxvFmbzabh6D393vmDUmmZrIZGJfLRWNj44SqCqGhocydO5fKykpiYmJ44IEH5Azo6JFTZGRDQ1Mxjz1W7lOOnJ6/uXowHXC+BkgDewqFgu3bt8un9l5nL7HqaE73NvDouV2oFSpSLTo0yXq/hG9FRzubZmVSkJIqKy8TpOdHT31IenwkT/3jTWjVnrdMEASWZqey+8tiXC4XM2bMYObMmcyc6TEbs9vtNDU1seOLQmhpZrDdiNntRhRh8WoVNbVnsDs9GdDYGr/RaCQ6OjqgvYD3dTD5htHV1YXFYiEjI2Oc105raysN9Q18vPNLwqI8w6sA10Q7OFNShDkjA9FuJyEklJ+uHN2QJZmaiqZeztS18n/vu5aQoPH39FSpZx5mQf4c2e/HHwYGBuju7mbhwoXEx8cTHx9PQYFH3LKzs9NndsU64sfz7LPPjlOaHnt/xvI3/iCVYye7j1Kb88qVK8d57Yw1ezObzQD84Q9/8MnSxpq9TfU9HDt/Ewje5djQ0FBZafrp35Sj1og88dxt8jq7uroIDw8PWLqcxt8epgPO1wBp/iY7O5uenh6OHDkCwCZBRa++j983b0MXG8qPFt3BgRMf+tW1aurvp21ggFuzR8s2iYmJFJ1vYmjYztP/fKtPZxpApD6YGI2nBDV2w9BoNKQZ0jnQsJ8FM+fxzU15bN++nf5uJdGxWk6ePMnx48cRBIGkpCR5Q5JI66noWhmNRiIjIyfdMAKVoKQMyDKopLLkKN/76XrKzuxHqY/B3tNPZUUFp0+dIgPIj47m2MGDPtpbaWkGntl5jFnJMdyyYrxsjNstcmh/MUoN3P/31/2v1igIgk8AGhwc5MknnyQrKwulUulj9hYeHu6zuTc0NExZpmYq8zeB/G/Gmr3Z7XYee+wxMjIyCA0NHZcBjTXNG8vfTHR/JgtM7e3t48qxjUaPh5FSqZEDkCiKPPbYY8yYEbhxZRp/e5gOOF8DpA1j69atqNVqrFYrv93/Po1tl4g2K8huUUHLMAfPfoTb7ZYH7qQSnFsU+beDX6BTqblrbh4Oh4OWlhYKCgo4ddlMWLCWpOjxXTyhOi0xGifBYRF+N4ziC430Dlq5ZeVcWlpaALhQKfKj/7OJNetz5DZsSWdLCkCiKDIwMMClS5f8ZkAwyt/k5ORMen9MJtOE8zftrX0AaLSe0pkrPJWLnWqe/um3fXTWvN1GAWyiEnFwmEduvxmln26x3bvKcAtDJMYlEh4xsdq1yWRCq9WSkBDYchpGDxerV68mJSUFURRlrx3jiNK0FIDA061XXl4uZ0D+CH5/MjX+YDSOt7Pwh5aWFtxuNwUFBXIbeiCzN/B06xUXF8sdZoHWGBcXN2XVcO/A9Pa2YwDc/+3RDHWqckjT+GoQBOH7wEOAAPxJFMWnx3z9x8B9I/9VAbOBWMACHAW0I49/IIriL7/qeqYDzteAsRuGTqejXx1FTVgk73/zAaIVwZhMJgoLC2ltbaWyspLKykr5hG/WBVHfZOKn115Hsj6MhoYGXC4XBoOBT2vOkxjlv2X0YmM7URoXiUn+T8alF5vQqJQU5KTx/nvH0WpCcTqszMs3yGZv0glTchs9duwYDQ0N1NbWUlNTgyAI43TWgoKCpjywJ3WTZWZmBpR0GRocBuBydzuhoaF0uARCddqAZm/Hjx+nuroai7mXJZFw+JP3OHvc1+xt2Cry+qsHyFsCS5ZOTe36SmwGJP5G8tqJi4tj6dKlcgAqLi6mrKyMvr4+PvnkE2DUa8e7BHelNtFJSUn/q/kbf1YHp06doqioCLvdzt69ewH/Zm+SGsBUVbHH2kQf3OeZMbpx6yKf62Cav/lzQhCEuXiCzVLADuwVBGG3KIqXpGtEUXwCeGLk+puAfxVFsUfwfFjXi6I4KAiCGjgmCMLnoiie/Cprmg44XxH+NgxRFDnZ0sSq1BxSQjweLTk5ORQVFZGSksK9994r2/Zeqq+n22hkM9Dw6W62lVcgjvjnJCUl0dZ9ktQ4/5nB/hPlhAiQn+d/gLPK2I4hPhKVQqCxsRGbJZSklCBi48YHMCkAFRcXEx0dzXe/+12am5vlE3FJSQknTpyQA5C06Ukbr7nfwqsvHubgvioyZsQxf6GBefkGEpJ0WCyWgBtL9+UByk8ZAZG2thYyMtKpa7ET6oePkQKQWq1GVKj4oj2YZ7+7CfuAp4PL2+wNUUvaTE/GFBcX5/e1JXjzN5PBU8pLC6gvJwUgtVqNSqXihz/8oU+L81izN0kPLjo6ekKdNbvdTmtr64Q2A95rTExMnHD+JiIiQj4gPfzww9hsNnmN3hmQTqcjLi4Oh8NBRETEhGuUAlOgcqy3nJDJZJpSOfZvGfW9vdzz4Xt/zpeYDZwURdECIAjCl8BW4PEA198DvAMgejahwZHH1SN//Bt7XQGmA85XhL+6en1vD5ctFgq8dKS8NwydTkd2djZZWVm8tetDzrptPLdiLQOdnZhMJtra2gCPPliSXSDa5aKhocEnizIPDdPS1EhWCMzISMcfCnLSePGzE+w/UYbD4aCtyUZ6RuATpbevvFqtJiMjg4yMDGB0rkPalKQOrBdffBFdUBjGOgvdnS6Wr55NR9sg7799knffOE6SQWRGDpQUtWLu1RIRGUJ4eDAd7f18/kk5J4pqcLtElq9OZ2ioHoc6hLrWRmb6makBTzCvqa2j1QJ/t7mAJfM8wXblypWy1cHRI6c4eeIMUbGejfGNN96Q3Ual7MK7IWKq3WT/m/kbtVo9LgPyNnuTtOB27tzJwYMHfbILb6uDqbY5S+XYpUuXTnidtMb4+Hh0Oh06nS6g2Ztkc7B//36OHTsW0OzNn010c2M3AEFBo+VCKeudSjl2GpMiRhCEU17/f0kUxZdG/l0F/EYQhGjACtwAnBr7BACCIAQDm4FHvB5TAqeBWcBzoigWf9XFTgecrwh/hO/JlmYACrzspP1tGB9Un+NYk4n/WLeBFfM8H3SHw8Gjjz5KVlYWwaF6Dp04jfNyI9u3b5dfx2Aw0DjgJlJlJzwyOiDh+8DGxewpqWbn/iKSFJCdk8m+PedoqOskY+b4U/9EvvLeAUgifCMjYqmrMdPn6ic2EeKSwCmcZ86iBDbenI/gDqbqXCVDln527TiD01nu85wREcHccfcyFq/N5HBpMQON8Ny+KoJC9Ny83H/W1treybBlCIKi+PZm301VsjrYu2sXGk0CMzKHCQ8PJzMz0+O1M8bsTQo+ly5dmhJ/M1UbZKvVSnt7u4/rq4SxVgcvveTZG/Lz8zGZTD5mb5LVQXp6Oq2trX5tosfCn2q4P0h2FosWLfL7dW+zt4GBAXp7e1mzZo184Bhr9pacnMLBfeWgBKctCLdbRKEQeGuEv/nWGP5mev4GZkRG8s7td32l53iXuy+LouhXGkMUxWpBEB4D9uPJVioAZ4CnugkoEkWxx+v7XcACQRAigJ2CIMwVRbHqq6x3OuB8RUjzN96Eb3FzEwkhoRjCI3yu894wqi938dvCL1mSlMx9efPl6yTBxfz8fNy6CH752UV+9+BGMiLU8oe9sLAQURSJ0YLbaefw4cNyh5n3OrRqFT+7ez2vv/EGqvAQHvrHjZworOd/ntjDU88/gEIxXqMLJj/p19eZsNlsHD3QgtMWxkMPb0WI0/DB/uNEq5z0W+x0lJ/G7fJ00IWE6njkp3mEhkSh00ZgtbpQqhQMhyj45OR5/vj8R+SHDZEYrOKXf38za+fPRO2nZOVyu3lux160wP03rUej9v/r29dnYcPmbHr7yikoKGDZsmVyBtTe3i5nF1VVVXIAUqvV7N69W97gvTkI7/tzJTbRk91Hm81Ge3s7q1evZsmSJbLXTiCzN6VSyWeffebjteNPZ20q+mmtra0TyiFJ8J6/Geu1412Cu3DhAihBFOHVV97CaQ9iVuZMDuytBgRu8sPfXO0B5y8BURRfAV4BEATht0BzgEvvZqSc5uc5+gRBOIInA5oOOP+vEIi/KW5pZkVq2jhfeUk/7VJ3N7e++yZ6jZbfbdiIYsxchLRhnLjg+d1IjY8hyxBPVpbHw+WDI2W89+k+5obZUKlUFBYWcvToUZRKpWx1YDAYSE1NZXFWCp8HidT1Oumz2fnOP6/nyd9+xr49FWy+0ZcENplM4whfb7jdIns/O8OunXtJToflK/PZuHUpz+4+wbGPG0iJDcfoFOjodaAgGEOIm3n6IfqsTkpPlSKMlIAFbSjNQyLNA24ICuPBTUsYuHgcZ1goPy8/zB22Tn64fNW41/7PN/fT0dZCul7DyvzAwqMREcGYzZdB4bupKRQKkpKSSEpKYsWKFbjdburr63nrrbcIDw/n3LlzlJWVAZ4MyLsEp9frZf20qfgDqVQqkpOTJ7zOXznWn9lbe3s7f/rTn4iMjPQJQIHM3iZSDfdeI0yerbW1tfmdvxlr9nax2shbb7+OThdMcprAsG2IgeFzFKwHcw+cqTgtl+Cm+Zu/HARBiBNFsVMQhDTgNmCc9LwgCOHAWuCbXo/FAo6RYKMDrgUe+6rrmQ44XwHShhESEoLL5UKpVNLQ10uXZYhlY/gbb5voN8+eQRAE9tx3P3EhvsOVJpOJhIQEtFotO4uqCFKrSPNqGrA7nLy6r4xZUaHgtPHQQw/JUibSyV0KQAqFwjPoJ7pxoeDRdw7wh0du44vdFfzpuYMsX5UlD0N68zeB8MLT+9j1QSkFa7WEhGhRZcZw/5PvoVIq+MHta7jrmgWoFApaLvdzqqaZC+cqsbVdwhI5kxaLE8dQP2rHEGF2K0kaN8mRImClpboXrc3OBZedPp2WpWO67kRR5LH3DvHpiXNsTVOSPTMjIHENEBEZgnW4m7CooAltBhQKBcPDng65rVu3kpCQIGdAJpPJJwBFRkbS29tLTEzMOK+dsZC6Fr+O+RtBELBYLIiiyKZNm5g5c2ZAs7fQ0FCGhobIyMigu7vbbwbk/doSfzPZGmHywORyO1GqIDkxh/sfvAmz2czZs9W8ue0LElM07Nu3D/BowTkcjkl1+qbxteHDEQ7HATwsimKvIAj/CCCK4osj12wF9omiOOT1fYnA6yM8jgLYIYriZ191MdMB5ytA+jB+/vnnHDhwgLS0NPqCtMQ4XSxJHC27ePM3FoeDnRfOc8OsrHHBRtK1Wrp0KQfKLnGsqoEffWMtobrRbqOPiqpo7x3g+tQQ1MLohpGZmSnPXNhsNrkLTpK9n6Gz4u49x/8818Hqa9N4b3sTr7xwgB/87GZg8rkIURT58tB5Vq7NIjjSiFMbyku7T7J5cTb/dMty3qiu4D+OHiZGF0yUTkdkrI5wrYOBkBC+83ebiQ4OJkjlKffV9/Tw3tkzHDlbiW7ISpbThRbIsTvJsTs5v/cLhrzasF/YU8r7Ryv55rq5DFw4MWkpZv5CAzUNJqKiDBMGJuk9lPgbfxmQpLMmbernz5/n/PnzPl476enpcgCaiL8ZCynrncr8jZT1TmT2du7cOQYHB6mvr+fZZ58NaPY2GX8zdo2xsbGTzt90dHrmvII0nqwlLCwMnBHUnlPw8CP3kpYRIZfeqqurp8tpfyGIojiu394r0Ej/3wZsG/NYJTC5j/gVYsoBZyTSnQJaRFG8URCEDOBdIAooA74liqJdEAQtsB1YBHQDd4miaBx5jp8B3wZcwPdEUfzi6/xh/tKQNowVK1bI2UV3XRdbgHf/+BJpaWkYDAYuX/ZMWqelpbGz5gKDdjv35I3vdPImfH//+VlSYsK5e93oe261O3h1bwkLZyVh7qkNuGFotVo5AHV2dqJWq7lu40aee+9zhrr7GewrJ3ehSP9wOc8928rs3CwsFo+wZ6CNoNHUTW/PEHkL4qi6UE2bXc/CzGR+++0b2HamjJfLTxOsVmN1ODyFM1Hkzn4LrWolq7e9DIBOpSJcG0T70CBKQWDDjJncM2ceNUVF1NXW0T8rg7tSDDSOMXvrdyi4fXYiOXonpROsUcKWW+fS9Mej1Jzvl8nrid7DQDYDCoWCxMREEhMT6evro6uriwceeICmpqZxXjtSAJJakafC31yJzUAg/xvvADQwMIDRaOShhx6SB2a9Dx1SANLr9Tidzkl5Hom/mUpXXktLM5YhEMXRLaWi3IRWqyJrdhIajYp58+ZhtVqprq6enr+5SnElGc73gWpAqiU8BvxeFMV3BUF4EU8geWHk715RFGcJgnD3yHV3CYKQi4eYmgMkAQcEQcga6YT4q4P3hpGbm0tubi5ut5s1n/ySZEsQD0QswGQycejQIcCzMezYsYNCcy/5waHkx43viJJOssHhUZRebOLb1y/12Szf/7KCy/1D/PjmRRzff2HSD623r3x2Vhbf/VYY9z/+DnetnsuWvBRefO5jnI5eunuOybM/77//vnwiTk1NlTe5yjIPEa6P8Fx3rt3KfZs9DRAnmhtJCwvnyN99B5fbTb9tGGNLC5++9TbXLVzEluQkeoat9Fqt9A4PkxERyR25c4gLCaVraIi99Q2Yg3U8evudhI9wD06nkz9+eIDC0jPMjguCgQ5KSz2n6I8++sjHa2es1UFHp6et/NJ5Mwe/OMt11/vfML1toieDNH8jDaJKXjtSBiQFIKlE9/HHH8vZj8FgGMdXBJKpGYux5diJIPE3UpYWyOxtYGAA8Ch3nz9/Xl7nWLO3qaqGu91umpub6O8RfOymK8pN5Oal+KiSG41GuQNuGlcfphRwBEFIAbYAvwF+IE2hAveOXPI68Cs8AeeWkX8DfAA8O3L9LcC7oijagAZBEGrxTMCe+Fp+kr8w/G0Yx9vrsQe56A0VuOHaGwDPPMMzzzxDQkICl3t7SerpIQl4/PHHSU1NlT/sSUlJGEd0rUxdA7hFkczk0VmUQauNbV+Usmy2Aa3TU2qdCuHrvWHMSU/gjtXz2VFYyU0r57F164387le7ePgHGzlfc0geQpTM3qQSU3p6OmfONBOXqKe3r5Og4BCGXAJLslJxiyIlLS1snDkLAKVCQZQumLpej1zNliVLiYqK8rs+p9vNjz/ZSYbbzYolS+RgA/D24TO8cqSaGwsW8PP7N+F2u3j66acJDg4mJCTEx2tnrNmb0WgkKCiI6Ogwdr5fGjDgTLWbzGKx0NnZOW6g0TsDkgLQ888/j9vtJi4uzicDGmv2ZpyiTM2V2gyMnb/xZ/b22muv0dfXJ68jkNlbQ0PDlO6PVI5VCKE01HYCYDZbaajt4IHvrJWvk+SQsrOzJ3y+afztYqoZztPATwCpfSka6BNFUerpbgaklpxkoAlAFEWnIAj9I9cnA96yCN7f81cHfxvG7hH/G4t7WJ7I7unpQRRF1q9fz2uNDXx2ropX16ync8QnRsqAJNOq1NRUEoMhMTKU7ftPsyE/k26zhX994WP6LcM8fPMKygr3Ex8fP+5k72+N4LthPHLLCg6WX+LRdw/z6g/vZM8n5bz/9pdkzXewcuVK8vLyfOyuTSYTx48fx610kzUPLl7sB00wSTo3WclRVHd10m8bZnmK78ZpMpkICwsjMjIy4Pq2nSmjrbmZDGD53FES+fOSCzz9USHXLcriF9/aiEIhYDYPMjQ0xJo1a1i6dOk4szdvqwOlUkloSCg2ew9z5gcWITUar8wmeiplsu7ubtauXcu6det8vHbGmr0plUp0Op2cYQTq2DKZTFdkEz2VbKStrY2FCxdy/fXX+3jtSH+kAKRUKtFqtfIaA5m9yY0FqWmcKm5GFEXOljciih4+TUJnZydWq3Wav7mKMWnAEQThRqBTFMXTgiCskx72c6k4ydcm+h7v1/sH4B+AST9k/y/hT3DxTJ8RALvbidlhJVwT7DN/s/vgXtZnZbNo/nwYaSe1WCzyUGJ1dTVNTU288cZ2CnRKOvo7eOa1dymq76FlwMWT372ZnNRYdjU2TlmGZSzhqw8O4vtbV/HL7fv4tPg8j/xgM//xcw+HKGVM3nbXALWXWvnZD15h3aYULnc3ItqGWBIOv3/yv1FHhLPQaiPJMeo2Kk2Sz5w5c0LSfveli8xWaQgJUREd7ZEAMrb38F9v7id/VjK/fnAzKqVC/lm81xjI7O3ixYsUFRVhNpvJzBMZGD7DCy+0+mRA0v0wXqF+2lRsBmA0MHl77XibvdXW1nLw4EFsNhu7du0CRr12pDV6m739b/XT/EHyv/Feoz+zt4aGBvbs2YPb7WbPnj0AAc3ejEYjUVFRzEidyYG9F2lr6aXyjAmNxsPfeK8RpvXTrmZMJcNZCdwsCMINQBAeDudpIEIQBNVIlpMCtI5c3wykAs2CIKiAcKDH63EJ3t8jY0SW4SWAxYsXf2Xtnj8H/BG+brebblcvCqUCN2667QNywJF85TVKJboxrbLBwcHMnj2bjo4Oqqur+d73vkd7ezsNRiNfFpfT11TDHDXMi1XRWFHEbtM5nE7npKUYb/5mLLYU5LKzqIpndh7ji989RPacCPr6emhuNJM7d3y7b/XZNvq6BTIz07nc3cihrhDuWJHDnHgdB8vLmDPs4POPPmKv4LE6iI+PZ2hoaMI5lMsWC5XtbSy0OUmfNUsOTJ+ePI/T5ebRb9/gM/xpNBplXS9/kIRQe3s97p9tpgi0WjW33zt3nNJ0XFwcSUlJXL58mdzcwPM83q+dmpo6pfmbidqcpQA0OOiRqLr77rtl+wCjcbzZW2pqKs3NzVM+XCQkJHzl+RspAFmtVtxuN1u3biU5OdknAxprdVBfX09mZiaz53re73Nnm6koG8/fmEymaf7mKsekAUcUxZ8BPwMYyXB+JIrifYIgvA/cgadT7QHg45Fv+WTk/ydGvn5IFEVREIRPgLcFQXgKT9NAJlDy9f44fxk0NTWN4292nC0HpQu9IpR+9yBRGr2sayURvgkhobQNDvp9TonwlXxNZs+eTaQhl/cPn+IbS2fQ390hz12Ah5QuKyuTT5xj3UYnInwVCoEbCmbz27cP0mMeAsUQwxYNr7xwiCefu3/c9RXlJmLjRvmbQZeSlUsWsGBmEj+4VM0N8+bynZlZPuUtgL1791JZWemjNC11cR01NRDqFnGPacUuvdjEnPR4YiPGzyelp6dPqc1ZrdZQe6GfH/zsRlavzvcxe5PWKLU5Hz16VG7THZsBQWD+xh8k/bSpzN8oFArS0tJQq9UBzd5qamoQRZHTp09TV1cX0OxN4m+WLFkypTV620RPtEbwZGuhoaEBzd5qa2txOp1UV1d75rgWwYkTJ2lv72DlWl/+xmg0TvM3Vzm+yhzOT4F3BUH4NVDOiHzCyN9vjDQF9ODpTEMUxXOCIOwAzuPR83n4r7VDzR9/83zpEUiBMEUwotJFhCaY+vp6H8I3WK1hyGEf93zSXMTYDWN5roHlub4n0W3bttHX10dOTg4mk0k2e1OpVKSmpsqbklTeCXSSDdF6SjTNrW3YbDYSEtIpL+kZd50oilSUmVi4JB2T6RJObRhatZ256QlUX+5iwG6jIC3dx210x44dGI1GFi1aNM5rRzJ7K7rcSZbgKWVJ98cybKe6sYP7r/OVhurr66Ovr49ly5b5/Vm8YTKZcDmCCA5xsu7a0SFWKQOS3EY//fRTKisrWbNmzbgMKDY2Vr6Pdrt9wvsoQXJ9Xeu1yQaC0Y8cEsoI5b4AACAASURBVIw3ezt48CDHjh3j2muvpaWlxa/ZW3p6OiqVakr8jdTmPNWMKSYmZpzr61izt+PHj7N//342btxIR0cHQ4PnEBVt5K+A5o7j7NjRTvpIK7bVap0up13luKKAI4riEeDIyL/r8XSZjb1mGPhGgO//DZ5Ot79qNDQ0oNVqOXXqFOkjch1m3QAqh0BsZAgRoqes4c3fABj7e1mdlj7u+aZK+Eqn9Pz8fDZv3gx4Bg0l9Waj0SgHIEEQUKvVnD592m8GFDyi3ts4QoiHhkRhtXSMe01jfRd9vUNkzo7i3AUrbXY9eRlJaNUqTjZ77KCXeZWQRFGksbGRWbNmsWHDBmDUa0c6FZ88eZIwt5s5eDq9ysrKyMjIoN0CLrfIoizfkpS/5gd/MJvN9PT0YKpVsmHTIh85/LFoamoiPT2d1atXyxmQt9mbj9UBUFlZycDAAAaDwa/19pU0Flzp/M3KlSsBJjV7q6qqwmKxyBnQ2GxwqvppE5Vjx6KxsZGoqCg5ix/oieK9N78kPErk9nuzaWw0+Zi9TTcMXN2YVhq4Qkgbhk6nk+U6tFoty7UiXb1qusUu5ho8E/+SYZZWq6V9cIDOoSHmxI7nIKZKpvrzldfpdOTk5MhS71arFaPRyAcffIBarZYDkEKphDA9s2dlsjg3F53aw0e0tzYTFRVFeHA4Voud7//DNrJzk5ifb2DJspmcKq4HIHKkQ7uq3cIDN3gCwsnmJtIjIkkIHdVe6+7uZmhoyGeNY83eihtN/OuOd7ne5iRIo6G4uJgTJzzd8WujlfSaLlCjsstmbyaTaUL+RoK06fd0ily7KbB0imQzIOmAAQHN3t577z1cLpeP0nRMjK/Zm8TDTMUm2l851h/GlmMhsNnbe++9h8Viob6+Xh7yDA8PH1eCm+rvmb9ybFenmd27yrjjnmWE6j0HKkkOafbs2fJ1c+alYhsW6GwVuO22rYAnQ92xYwdDQ0PT/M1VjumAc4VoavKc6u+44w5iY2MxGo3sLSkm9HITCWYBuh0IVRd5q+otmpqayMvLw+12UzbicZOfOL7TSdJP+zoEF3U6HWFhYbjdbjILllJuG6bswgV0Q0MkmM24S0s5V1qKQqlkRSRcbh9ixowMNqyfi8Vi5+L5Fj7/pJydO0oIDtagDVKTnhFLd3cHGl0wFpeCFbnp2F0uiluauDl7ts/rTyUbKW1vY0ipwO10sm7jRhYsWEBzczPPvLMbrWCh/PQpTpUUy2Zv3d3dxMbGYrPZJrxHRqMRASUOm5LMnMCtzlNZo1KpJCoqisHBQa655hpWrVrlM73vnQHFxMRgsViIjIxkeHjYbwbk/doKhWJKgcntdk/4XksEf39/P0uWLGHjxo1yBuTP7M3tdqPX6xkeHkan002oswajv2enS+r53a920d9nIVQfxB33eEqb/mwGIiM9/FdY+KhGW3h4OH19fbL47DSuXkwHnCuE94ah0WjIy8vjkeL9WOc7uEGxiPKucm5QZ9DZ0okoilRWVnLx4kXsoSHMszmJsDtwu91yK65E+C5e7NfSYtxrT0T4Ot1uSlqa2Xv4EErg/5SVIKo1rJuRwQ2ZWfz66BHWpqTw7YxMzlZfpO9UBW63m9raWurrnyc5OZmb78ogNXUVlztcHDtykRPHLrF+01xMpuMMK4KJCFUyOy2e4pYmhhwO1hkyfNZgMpnQ6/UTzt8UtzSxICgYzJ7yj1qtJjE5leNtbu5et4xHbl4um73V1dVhs9lobm7m8ccfJyEhQT61SxmQ9/2xWTVk5sShVgfuKDP+L+ZvJK8dqcQlzbMYjUbq6+u5fPkyFouFJ5980sfszWAw+KhvTyRTM3aNVzp/4y8DkqwOGhoa5NLWH/7wB9nu2p/Zm8lkIiYmhuDgEN549ShvvHIUQ3osISFajhfWyAHHX+D+aIenD+i2O0er7V1dXdPzN9MApgPOFcPfhmHW96N0CSzLm8Ges6e5duVGTKXnKSws5Oabb6alpYWis5Xk2x1se/VVNBqN7JoYFBTkt64+1srX5XLR1NTkI8MiiiKVnR2Ut7VS2dFOYaORbquV64aGiQvS8sQNN7MuPYOQkbX+ofgEQ26R7OxsZs7K5HxzL2K3kbK+IMLUbnrqW2hsakQABIWC1JQUHv5xPhERwdQ0WLg0rGL57BwUCoEvG42oFQqWp6b5rMdoNJKREVjNedjpoKytlTsVGkJCQoiJ8dTqqoxtOJwuFmWl+Ji9RUVF0dLSwk03eRSIjcZRu2vwWFwbDAbi4+Pp6emhrVnJsmUTZw8T6aeNvS6QzYB3AIqNjaW+vp4tW7Zgs9kCmr2lpKTQ3Nw8Zf5GKsdOBGnT9xeYvK0OEhISqK6uZtOmTSiVyoBmb5JSQ3b2bP79h+9wqrieDZvm8v2f3MB7bxznne1F9PdZCI8IxmQyERUV5aOcvfdTT1v3rd8YbYCZKgc3jb99TAecK4CkayWRuOAJBOpwj35U/VAXSkFBSnA0R0cCU35+Prl5efzIWMsDs3O5KT5JLnlcunRJfp6SkhIuX75Meno6x2u7eO2LU3z4ywfQaT3kvjd/U9fTza6L1Xxy8QJN5n4AYoNDWJaSyuYZmVTu3EXenLlsyfJtQQ3RaKi+3MWuC9XMT0ggK0ZLpzuSbT98iPPGds4a2zlf30JjUxOhwjDmhla52w0gTjGIQTNIQ0MDR+vrWJyUTKhX4O3u7mZwcNBvGcjicPD22QpeKT+N1eFAa7eT7hWYTtc0IwiQP9O35CjN3+Tn58vXSvyGVN4qLS3FNWL2FpvoQhXUxcWLF0lLSxsnv38lNtHGK5y/WbBgASqValKzt4qKCpnclzq4vCHZeU+1Ky8hIWHKNgN5eXmEhIRMavZWceYsg8MC9317LjfesoqgIDXLV2fx1rZjFB+/xHXXzxvH33gjJNQ38wwPD5/mb6YxHXCuBP70035etFP+99m+RjL1iSjcnonugoICAM51dWJ3u8g3ZDB3VqY80zE4OMj27dsZHBzEbDZz4MABAJxuSEdF4bFC5uRkk5iYyLlLNQD837JSzvRcRiEIrExN4/sFy1mZaiB+hDdobW3lVACbgWvSZ/DH0yX8YN8eEEXu6bdgi4xgW1UZ8+MT+cb6+UTfuBybw0nROSP7Tl3kYFUtC0LMhKncALTXV7O97jyLAV1UpI/bqL+TrNk2zPaKM7x25jS9w8MsS07lP5et5PgHH2IwGHA4XXx28jwfHjtLdkoc+mBfjsY4ogbgnTGp1Wp5swZPWXLHjh3U1tZht7tpba/j3Xc992tsCW6q3WRWq5WOjg6uueaaCa+T1jjW/8af1cEnn3xCZWUl8fHxE5q9dXV1XZF+2lTKsdL8jfeM0VizN7fbzYvPvUlXTwPWIRUp6SpMzZU891wler0eg8HAzBwNJ4qqyMuPG8fftLV4hm4VytH3StJPk6wzpnF1YzrgXAH8zd8csHg2jVVBeZwxX2JT4vxxbc5lbR5BhYVjOIOgoCB6e3tZtGgRmzdv5qKxhf/7wnuEMEy02sWJY4WcOFaIWq1mwOnELQhoHA7+feUabs7JJdaPR8lE5YvvFSznn5cUcKmnm5IL1RgPHqZRrWJXaTHuEbXo1LBw1mfMYEtmNr/99g0M2xz8/vdPYVWEEJeayw9vX8VbhUf5/FQpa1RqH7O3oKAgNBoNfX19DALbz1Wy49xZD9eTnsHDSwpYlJgsD4aea7fyi1+8SkfvILPT4vi3u9f7rHeq8zcqlcqjWecK4XKzmiee/KdxGdDJkx4Zv+DgYBQKBWazGavVGjAzmGpgGh4elm2iJ4JCoaC7u5uUlBTuu+8+H6Vp44h+mRSApDUNDAxMaPY2VqYmELxtogPBMmTjqUd309XTQGSMhl/86l8I1Qf5mL0ZjUYSDVaglm3bPJmv2WyWzd7e2V4EwLf+fo38vF1dXVgslun5m2kA0wHnijAR4fu7Vbez+sCviNHqxxG+Z9rbSNaHjTNc894wBqw2fvb6AfpcOlYsX8wbB07z6S+/SV93JxUXqqmpOocAzG5sobO9iy+qL8on4sTERLnsE2hgD8DldjPsdDI7JpZ+VR1G4Nl77kMdHExVZwcVHW2cam3hnapKXq8oJzFUzw2JyTjtNm6/eRP5+R5vntP2YVpio3nk7/8Bu90um72dPHkSt9vNm2++iQvoVim5MT6OjQWrWJWXh1qtZtBq48DxU9jdAs/sOUX+rBR+/s3rWD57vFmatOlPtlkNDAzQ3d1Ne0sQc/JmoFKpZI5s7dq1OJ1OOQAVFRUhiiLvv/8+4MmAvAl+abM3Gj020VPRT7sSmwGpHOtPaVoKQIWFhQiCwKeffgoQ0OxtIv7GG/7a6b3RUNfJf/37h7S0dLPqOhUL8vPQh3nuw1iztyOHynn1j58xZ6ESQRA4ePAgBw8eJDQ0lHrTEAkpsHbDDJmDnOZvpuGN6YAzRUgbxooVK+THJN4AwOr2CGeHqoIwGi+SmJgoE76N/X1kjohTekP6MKakpvKzV/bQ3NnHC9+/nUstXQCEhIaSnBBLvyhyqeochqVLWGpIl0/FBw/+/+y9eXiU9bn//3pmzb7vgcxkhRD2EMK+CigiqFXR2mq1alt7WrucntPTs7Y9p3XFqnW3Ii51AURFlE0gEEiAsAQSspHkmYTs+55JJvN8/5g8T2YmM8lQ+/udc13O+7q8LgnDzCeTzOf+fO73fd+vrwBbikmGvYmi6Bbf+3LBGZ7NP8mCuHjmt3USGBysTCleGD+FhfFTeHh+Fj1mM19VV/J5eRl5xUVkAf9ScJo1/b3clJpGbo2Jm1JSEQRBGfRZ0d+P1Wol31eHRadjRUgoM83DtNQ3crxuL7n79qH2DaKizUyMdgB8gnjjF3cyP9W9wS+OYgYmwkTbv48N14bYePP4GXNyAIqIiODYsWOsXr1aea9MTrC36OhojEYjZWVlxMXF/V0w0TB5/40cgCIiIvjqq69YtGgRs2bNUtboCvZWW1tLZGTk18JEd3b08dNHtqPXa/mX395Izol9JCa6XqMgCCxdPps//fEQZvMQc+fOYdmyZcrvY1trEVGx8Ob2NxTYW1tbG0FBQV7/xivAG3A8lrxhnD17lra2NoxGI3vbrtpmYAvQPWwjZvoLOirs/BuAbrOZ5LDxAUc2fI9eEjlZLPKbb68lM20KZddsTBHV6Im/qd4GHgudMkWBvYHNAJdTHfawt8LCQrq6upRTcVxcHGq1mhxTNTEBAXQPDtLV1ESNVsPm999hfXIqG5JTSQkLQxAEAvV6bp0+g1unz+CvH3yAWFtLdEQ4r58/yyvnbGWvK42JmC0WPisv5S/nC5AaGlkCbF60iHuzlxA0GmzrWtr5674cisvKCR7sweAzYnvLLD1cPHGQjhoDEdFx/OXYFR7auITZSbEO749c7juRRFFErdLQ121l5mz3Q03lG1NSUhJTpkxRNmCLxaLMWRNFkXPnzmGxWOjs7OSVV16ZEPbmamq4uzV6wr+R07GJiYnjbkDynDVRFB1gb88//7xy+3EFe5sIEx0Q6IPBGImpuoXuHhuZdqIbpU6nIXNRPBKVGAxGhbUTH5fMK89cwdcf/vPxjcrvZW9vL7Nnz570Z+jVN0PegOOh5DTZ9OnTqampobS0FC2wTqOD4ADydfkE9gloOszjxtT0DJkJdErD2XPl95wuQa9Vc8dyW+XUqJ2C/BltrqujQ6VC73SS9ff3dwhAx44dIycnh1mzZlFfX+/A2omfMoWRxnpunjGD++dl8kblGyyYkcEJcz/b8k+yLf8kxpBQkkJCifT3J8LPj3BfX+pEkaipU7l71VpUgsCp2hrK2lrx1+pYueMNmvv6mB4RyYaIKCztHfxw+SoEQcDU1MG7X51jb55t+vOGrNk8uCGL9jrb2Pu5c+fS0tKipLhCJfhkp4mWBXOUtFFHR8c4oJgrmUwmervVGBLDMSRGTvgz1Gq14/pvNBqNgjpYsWIFxcXF7Nq1i3nz5tHV1eUW9hYdHU1DQ8Ok/o382l8HM6BSqRxQB9XV1bz99tvMnTuXwcFBt7C3qVOnTujfaDRqfvfkXfzkoTc5fuwcU42h46rmnGVM8afaBJahsZLt93ecBATuvGcFmZmZZGZm0tTUpARsr7wCb8DxWOLowMXbbhsb1/HA3qcJ71Exa1hLyYlzrEBHQclRwNaFHRgYSFRUFN1mM0F6x+ore/9moPACGcYYBocs+Og0RATbTqJXappZkBpPS30DTVo1kx0SGxoaCA8PZ8uWLcAYa0cURUquVjBnwMzwuQtsv2jrvcjw8+f2efNRBwdxxCSSI1bT0NvD5eYm2gb6CbJY2GI2s7O+lj++sx2AUB8fNqVN5/nTpxgaGWHHlm+xdGoCzz77LEajkdLaZt744jTHLlWiVau5eVE631ufxdRIW0rl8plc/Pz8uOWWWxAEgW0fHeHAyXNMCRAIF4Y4deoUubm5yolY5sckJCS43KzH/BuB+763zAHJ7Sy5/2ayMufa2lo0Gg0bN25UBmPaw97sAxDYwGJXrlwZN2la1tDQEPX19Q7p2InWaJ+OdSe5XH39+vX4+vpOCHsDm3lfWFiI0Tge9hYWHsDvnryLHW+/Sl2NmYH+IXz93AdGSehjoB8Kz9WzYKFtpNIXn9mC3W13jh0QPC288OqbI2/A8UCuNozAwEDqIq3URVp548bHePniPg5ezmdpkz+Dg4OKmerj48OKkWFUdXU0NjYSHR3tYKYaDAb89EWcKatl6c9eIDkugj8+eBMh/j7sOl5IfICKEYuFRr0PZa2tbEh2XV4qz7WyH6Mvs3bS09MRC8J4PfcEO1bdQP7x43R3d3Pq1ClOnTqlnPDvMxgwzs20NToKAsfz8jh++DC/2riJPrWa1v4+LjU18mHxZYZGRlgyNYHlBqND/82jz3+MJEl8/8Zstq6aQ3jQ2AYsN4bKabIDZ8t492ghd63MJCY0kOc/yeWL3/+Qvq42Dh48SEtLC5cuXeLixYtKmbE96kCn0ynvo1YTxMo17tk2fX19NDc3u/W37OWMGXAHezt06BC1tbVUVlZSWloK2Fg7zrA3TzHRcv+Np7c6+/4bV7C35uZmjhw5Qnl5OY2NjRPC3nz9rag1UGca5H/+42P+8493jpvWMDAwxCcfneFqRSVd7QJBc8ZPvJDnrMlr9Po3XtnLG3A8kKsN479OfebwmBb1AMOxfgyaBlm4cCHZ2dmIokjp1as0Xymm50opr14pxcfHB4PBQEtLC2FhYej1ev77gZs4V34NsamdD49d5CcvfkLW9ASOXKhgbaLtQ200GPig6BKPZmWjcdEh39jYiNlN/w3Aufp64sPDyJozh2MHDzJr1izWrVvn4AEdPWq7ncmog97eXvz8/FiVNs3BozBbLJS2tihDO+VNPzwqhq6+QX55x0ruXTt+BH5nZyddXV0sWbKE8mst/Padg8xNjuOXd6yktNbmW102NbMuM43h4WHS0tK4/fbbHSZN5+XlcfLkSQV10N3dx4gFtty+BLXG/eSA6+m/aWxsZNWqVW4fI6MORkZGbIH6vvscWDvOqAONRoMgCArV1J08nRpun451Jxl1MDIyQmRkJD/60Y8cWDvOsDfZm7rltsX85cV8/uc/PuZff3c7Wq2aIbOFzz85x/tvn2LY0su8JXDbt1ax/sbRmWoNneNeXz5cpNjB9bzyyhtwPJArw/dAn21DWayzMVcaBjpJMPszMtKhpC3mzJmD75R4/qVO5Onlq0lRaxTTVyZTPvXUU0oJ7+ZMI8tnJfKj5z7mWGElI1aJC0UlREZGsnh+Jj/c9xlHqitZ7+KWM1ElklWSONdQz4bkFAeuvI+PL8FR8dw4fTqCINDf36+UOIuiSEuLrVruySefdGDtxMfHMyfG0dwPCAjAorKlgSJDxqeV7NcYFRvHT1/dS6Cfnicf3oRWo2Z6QhR+ei0F5ddYmBKt+Dc6nc6BtTM0NKTMWRNFkZ6eTtQaOH9pP42trmFv8mu78m+c5YyJdiez2az4N86sHWfYW1VVFZIk8dxzzxEZGancLIxGo0MKzp1/46zr7b+ZM2fOONaOM+ytrKwMgLKrJ1mzyZdasYTf/fsbzJw5jU92FtLa0sP8rESWrErn4qXTZC8em7T9/junAPjug2NeljxbzptO88pe3oDjgeS5VvYewsigCrWPladXbAWgabCTmT0+4zaMEautQ98vMJDZKanMnj2bmpoatm/fTnZ2NkNDQw4feL1ez7czojle0UZDn8RAVzezFixgTWIysQEBvHe50GXAMZlMhIeHuzR8i1ua6TIPkhkX79AXsb+glH/bvp/YsCCWZBiIDg0kMjiAJYuXkZmZyUsvvURWVhYqlcot7M1gMFBdXW0rge2xVepFBLkOOCaTCT8/P946Ukx9Wzd/+eVdil+lEgRS4yM4V1GLyRShrNFZOp1OQR309PSwbds2LINBrF43xy3szWg0Ul1d7ZF/I/ffTITHhon7b+wDUHZ2No8//jizZ89Wpou7g71VVVURGxs76dRwT/uTGhoa3Pbf2AegrKwsnnjiCZKTkzEabWX3I9ZKRkYaKa1sJHW2mnVGI/MzM7h8+TKhoaEOPtC+T2wNq7dvHavM9PbfeOVK3oAzieT+G3suycjICKhhqF2HVqPBKllpGugis11FlPOGMZpOGLRYlC/JH8aVK1cqOXh5MKWc4krz7SNttCit9GolYfn5fGuKkRdLLlPd2UFiyNg0Ztm/ycgYI1zKOlEj8rP9+wjU6VmeYCBn3xeEhIQQHBzM6ZJ8An31pMZHcLCgnJ4BMwBqlcCqxAACgAVZWURF2iq/ZNibvE45AIFtc2sbOEO41kJogOsNUxRF/EMieD//Cg/euJA5o3PTvjhTwlMfHaOrb5CokACP+2+qqmy47ZjoRNassU0pcAV7O3XKdgI3m80cOnTI5Q3Ifo3OY2rcfS+eYgYkSWLWrFmkpKQ4sHbkNRYWFiqoA19fX/bt26fcglw18IqiSHR0tMf9N5Nt+o2NjQwNDZGens6sWbOUSdNVlTUUF5czaO7AZDLx6aeVgK3q8ZNPPlECJUiA4ODfiKLo9W+8GidvwJlErvybd86dRa214tNv2wy6hvsZGRlhpK0PQ/ZMh3/vO7px/eLgF/zu+BGMwaFkNDShDwzkcK0JY0goxuAQgoKCmD17tjJUsru7m/d3fUJjbTW9ff0cOnQIgLsF2P7226SnpuITEQ7+/rS1tmI2mykaGkQ8k0e4rx9hvn6cqBH5sPgyKaFhvHTzZqL9AzCZTEybNo2vzldw+EIFSzOMPPnwJgDMwxZqmzv58mwp5edOohYE7n5yFxsXprN5cQZpUyLHwd6OHDlCQUEBgiDQUHmFZeHw1zdfVfpcjKNz1np7e+nq6qKyxUralCh+cLMt/y9JEq9+nk9EkD+/uWcti2YY2P76q+Pmp7lScVEZFgukz0hWvuYMexseHubkyZPk5OTg5+fncAOSJ03LAUiSpEn9G1lyYPKk/8b51usK9nb+/Hm++MJ2GHBm7dhPGfDx8ZnUv5E1Uf+N8+PAMTAJgkByioHkFNstSpIkSktL+eijj4iMjHSgjS5YAV3tAhcuXFDSyV7/xitX8gacSSSfEv38/JRxHTuK8iEO7kqzDU1sNfcQ0isguahEMgSH8M5td1DS0kJ1Zwem9jaE7m4u67S8uX+f8rgIPz8emZ/FQ/NtzxkUFESAXk1wSChbtn6HCH8toijy3onjDLS1UX7GlpIZAvpVAiHAl2IVdddMSHYf8k1p03h87Qb8tFqampoYGBigrNXMB/s/Z6Yxhn+8c5XyWL1WQ0p8BP8Qt5RnruYTGJ6I1RLKRzmF/PXIBdITolgxK4kZhmgyDDGEBflhNpsJCAjg0Ucf5akPDpF3vogf3pCByWQiJyeHnJwc1Gq1wsfpGbDwh4fXotWMjuJp6qC2pZN/uXsN6zLT6OrqoqOjg6yssfH27lR7rYbuDkhJc+/LaLVaBgYG0Gq1PPzww1itVsUDMplMCupAEARljWq1msHBQbepLdm/uR5M9ET9N2q1mr6+PgRB4L777kOn0znA3uxRB8HBwVgsFlQqFb29vW5hb7J/4+lU7LCwsAn7bwRBoLu7G4A777yT4OBgWltb2f76Ploaa4idquGzz2yFNAEBAd75aV65lDfgTCI54Lz++uv4+/tjNBoJGehE6hF4dK1tw2kd7CG8WwUuDF9BEFg61cDSqbYPX01NDduLy/jNps3oY6Kp7uxA7OzgVG0Nf8jNAeCh+QscNozEmDDANlr+n1NSONdQh2bYQn9rG12NjVSVlWGxDrO2dxCdTkdMfDwhMdEkJSYyMylZ8S2ulNpwCJ+er+XOFXP55R0r0WnH/wq0trbS19fHmjUZ/GD+fDp7B9h/tpS9+Vd47Yt8pTE1JjSALN8W/EMiOFNaw7X2fvALY8OGDYBtsKWcgissLEQC5gYPsPvdvzBlyhRb307LICokVsy23Ug8qSYbGbGy8/1cBgd7sQz5ED81bNKfoezfqNVqhbUDY6XIoigqjZNfffUVR44ccQt7u975afbp2InWaE99dQd7kwd85uXlkZeXp7B25BScHDRcYaJdaaJ0rKs1hoSEKGmyyMhIDn1+DVDxh8d/hnmoT3kfe3t7vf6NV+PkDTgTSN4w5s+fT3x8PCaTierqaub2CNCq4znTnzAYDLQGjhDVoSI8MsJjTHRqUhJ+fn5Mj7D5Iw/Pz+Jn+/fxh9wcAvV6lgaHutwwQn19uSEpxfaHabYN48knnyR91izS0tKUk3tNdTWX8vL5YhT2pg8K4+SZC2gR+PV3buSWxe43GOfcf0iAL3evnsfdq+fRPzhESW0zJaYmrlSaUDXWk1/dwQfPfwzAgrQxT8PHx4dp06Yxbdo0SkpK6LFquWb24Z6FyYiiyPHjx5EkiZtj42SULgAAIABJREFUBL781IYrqK+vR6/Xu/VvasRWnvnD5zS31jB9Djz609tRq92XQ/f399Pc3OzQn2Qve9hbRUUFoaGhrF69Wrld2N+A5EGfnZ2dCILg0Zia68EMuOu/sYe9VVZWotFo2Lx5s/Kzdoa9GQwGzGabHzfZLaOpqWnCcnpZMmZg2rRpLv8+KNgP8CMyMhKTyURfX9+E1FevvpnyBpwJdO3aNSRJIj09nZSUFObPn8+OM/l8Vv8ZUWIg9xiSqai6ykBvPyGo6BrqYOfOnUrOPTIy0uUE5Ojo6HEzuTQqFc9u2Ej7wABPnjzO09NtDYqebhipqTbOjj1rR940i0rKMFdUEKy2kTy7qy5y0tqJcXTStDP5ciJMtJ+PjszUKWSmTuF8mMDevZfZ9rPv0NRnoaSmmbkp46cry/035oB4zFZf1q9fD0BjSzsP/s8brJ4exfDwMCdOnFDSlm+//baDB6QS1Oz6IJ8db+Tgo9ey4VYj7Z11Dv6NK10PZqChoYGVK1cqNwZwhL2ZTCYH2Nv27dsdPCBnE1/2bzydn+ZJmXNtba1yALK/AdnD3oqLi5WA89Zbbzl4QM5ps4nK6e1lX04v63xB9bjHyf03ycnJXv/Gq3HyBpwJ5GrD2FGUT38cLJm/iFnz0vlz/iUMHXoMJWYFIXzlyhXA5vvIqQ6j0UhYWBg1NTXMnz++KRJAq1bzqyXL+NbO9zldVOQWM+C8Rhi/YQQEBJCSNp1d5+v5rErFipREQnurMSQk0NnZqcDedDqdMmnaaDQSExODKIokJSV5NDTT398fw9Q4jIJAdrrrTUte44Dgq3g3AGeuNtBo1rJp402kJ0TT0tLCSy+9REJCghKAZNbOYL+WxrohFi5N4Ec/2cKu3X/1CBMt999MhhlwF5icYW99fX08/fTTymvbs3acU3Di6Pw0TzDRX6f/xhn2ZrFYeOKJJ4iJicHPz8+BtRMWFuaQgpP9G3fMHfs1guPv2T//9D0AfvmbTcrX5HSs17/xypW8AWcCudow2nWdaCwCt8+bxQ8LXsdXo+f2sLmc4zRbt25Fr9fT2dmpnIirq6uVAKTX67FYLPQPDtLc3OzyBjQvNo6lU6bSV1TKjFH+zERyxZUHqG/r4h9f/ZzS2mYe3pjNvEgVBw5Us2XLFkJCQujt7XUocbZHHQwPDyvehj1rx17OY2omW6Ovry/9Vg167ViAOH6piqiQAKZPjQJsvgPAhg0bUAt+HD9axPlzV2htayQ0YpiEZAkw8drrf8ZqtRIYGEhVVRVTp051Wy0mj6nxFBM9WZlzfb0Nprdy5UqSkpIcWDui6Ah7A4iNjaW0tNSBteNqjfb+zURrBM9uvRaLhUWLFpGRkeFwAzKZTA4BSBAEwsLCuHTpEkaj0W3gMZlMDv6NvVavG0vPelqK7dU3U96A40ZyKsW5/0YdZME6oOZnF95iyGrhtexHOLF7v0PDXmhoKKGhocybNw9JkpQAdCLvFOYWM0WXLlF06RJ+fn5K86TRaCQqKgpBEPhuYip5l0uonWAQJYwZvvK0aFnt3f08+PRH9JuHefZHm1k5O5mPPvrIYcMICAggIyNDMYvlAHT27Fll+GNpaanC2pFPxXIA6ujooKenx6ONRQ5MlfUqaps76e4bRK/TkFdiYlN2uhKwRFFEr9ej1wXwwN2v0N9nZqohnMXLlnDntxfh66ehpqaGgoICysvLEUWR6upqpR/GfkKyVqulv7+fpqYmpUdnIjnPT5vocfb9N+5gbxcuXKCwsJDm5mY+/PBDwDXsTR5T40lVnrt0rKv3G8YCkyvcdVNTE5cuXSI/P5/u7m727LGh0l3B3uTDhTv/Rq8fC/YTpWO98sobcNzIVf/N+xfOodZZQWel1dzDS1kPkeATPuGGIZfbhoaGcrmoCLGjg0N+eowI3BwZTX19PSUlJYCt6c9oNCoewc5rJh6yWNC72QSbmpoYHBwcd+L969ELtHX38c6vv830qVGK4ZuWlub2+5UDUElJCYGBgTzyyCMOY26cYW/yjWKyG4E9JvpHmVN45Nld/MOf9xAW6MeAeZh5KWMd/SaTCYPBwJm8Svr7zDz1wneYm2l0eL7U1FTKy8vR6XT87Gc/cyhxzs3N5cSJE4rJLqcjJ5saYO/fTCZxdGq4uzJnOQBVVlYiCAI///nPaW1tVdboDHsLCwtjZGRk0pE7ctWiu3Ss8xonSsfKsDc5MD366KMMDAwoa3RGHURHRzMwMEBUVJTyHC3N3eOeVw5MnqRjvfpmyhtw3MiVf7P90ikYtQIWR6QxM2Qqoih6bPheq61FFRqCWg1SYBBPtTbzy6XL+GlKGiaTSUlxdXbahiEubmrlhe1vsnz2HIcbkP0aYXz64lx5LTMMMUqqylOuvP2GERAQMCHsrbnZNmzzzTffdPCAZNibqzVGR0fzn99dzzO7cigSG/HRahTgWnd3N+3t7SxYsIADn1YQGR3EnPnuPSHZpE9NTSU11Tbqx2w2K1MGRFFUAvl7771HfHy8ww3IPmBcz/y0+vp6j/tv4uLi8Pf3t/lcbmBv8kijPXv2cOrUKbewN0/np1mtVmpqajyeih0WFqbcfN3B3q5evQrAwYMHOXv2LAaDgYqSbnQ+EndsHXsv2tra6Ovr86bTvHIrb8BxI3nDsPdv2nRdaCwCPjo1sb6hyuNg8ry6zJVPMBjoriznxa2b2ZZ/kqfzcqnu7OAPa9Yxd+5crFYrjz/+OPHx8ZzvaMPa1Mz+/fsB2w3IPgXnyvAdGBqm2NTEd+ymNXuaV5c3DFffiz3sTZIktm3bRmhoKDExMQ60Ua1Wy9SpU5WUTHV1Nb6+vsrp+ObsdG7OTsdqlZCQUI+a/vamfY3pItNnxLs8Jff19dHa2sqcOXPG/Z2Mu05JsZWNv/TSS6jVapKTkzGZTJw8eZLc3FwlxSSvsbKy8u+CiZYl+1+LFi0a93fOsLe33npLoWI6s3bsYW+yd+TJ/LTr6b9JT08f93fOsLcPP/yQa9eusXTpUkRRpLS0lEHzIAtXQtdAIZ9+2o3RaFQaQ70Bxyt38gYcF5LncUVERHD+/HmMRiMhISGog4axDqgZ0liI9bV5IaJTw547yZv+4oyZ/KmynEvNjfxpw0aSQkN57nQebQP9/PmmW+hobmZ4eJjMzEwSAvz4/md7+P2iZczU+ygnTpm9ArbO8/z8fOUGcbmqAcuIlfmpUxxeOzg4eNK5Vp4Gpo6ODnp7e1mxYoWSSrSHvYmiqAQgsAWrEydOYDTaJk2r1epRUJrjbU3uv+nrNRMQ4Lqyy9M1DgwM0NLSwurVq1mxYgXgeAMymUwK7A1swSonJ8flDcj+tT2dn3Y9/TdZWVnKGp1hbxcuXFACkFqtVtboCnctrxEmf3/kdOxkj5MkiZqaGlJTU1m0aJHC2rntxv8mOFRi422xDrA3f39/r3/jlVt5A44LySfZnp4e9u7dC4DW14dMPxUdGi0tWguxPiHKhrFgwYJJn1MURaKiopiXYCBQp+fT0hJuSZvOY9lLiPYP4N+OHua7e3byoyhbzs5oNJLh78/MqGjeKCni0HcfUE71XV1dFBYWcvToUSwWCwcOHABsjZaSPpBk/yFiA9RIoyMBTCaTknaaSLLhGxY2eee+vEZZ9rA3sAWgK1eusG/fPlQqlQNrxz4FJwcgURQxGAyoVCr6egcdBkE6v7ZOp5vU83BV5ux8AxoaGqKyspKPPvoIvV6vBKCJYG+TjamR1+hpmbNzOtYV7K22tpZ33nkHf39/hwDkCvZmMpk8Kqf3tD9JTsfaP66ttYe+HoG+HoGtW7cqtNHt27d7/RuvJpQ34LiQvGE89thjSgPlR6eOEt6tIn7YCk168q/uwxR9DovFQnh4uNKw6ErypjF37lw0KhWPZi3kiZMnOFEjsjzByN0zZxPq68tj+/exV6wlOSxM2TD+ISubH+77jM/LS7l1us1PCQ4OVja9Rx55RPFeRFGkoLCYmYHDvLtjOz4+PsTExNDf309ISAhWq9Vt34r8HImJiR6VOfv7+xMREeH2MX5+fkphwb333ktgYKBb2FtsbCzt7e0kJSUxMGDGbLbg72bitKeYaFGcHDOg0+mU57ntttuIi4tzC3uLjY2lvr6ejIwMzGbzhL01rtKx7tYIE6fJ5HE8VquVG2+8kbS0tAlhb21tbRiNRvr6+iYc2imKIqGhoR7339gHnA/fyQPgnvuWArbCGI1Gw9DQkLf/xqsJ5Q04LiRvGD4+Pvj4+BAREcFj1Ycw+wzzg/ilHLh8ijv8DFRftY1r37dvH8ePH1dOmsbRJk9545b9G/lDmxVnS8n0mIeU19yQnMq2dTdy8v0PUdk1Kd6QlMK08AheLjjDlmmOJcT2G8acOXNIn5HB41+ZuG1RGjfOjHMwpXNycjh9+rSDBxQdHa0EIHtM9ESSA5Mn05xFUVT8G0EQxt2A5Co4OUVYUFDAhQsXmblghN7+GmXwpVyq3NfXR0tLi8cDKT0NTLJ/o9FoxsHe5AAkr7G4uJgrV64oHpDBYHBAHcjl9NnZ2W5f0/61r7f/ZiLYW1lZGVarlaqqKp5++mm3sDe5atGVf+PqtZ3TsZ/ssgW4O+7x8m+8uj55A46T3G0YZn0fGrMvHT7DdE7Rc/fau9ixYwe9vb0sWrQIcbQn5PLly4CtzFg2pVtbW4Gxk2zetVoAFjl5AR0treiwzVmTpRIEHpq/gF8d2k9BQx1ZcVPcbhjFpibMwyNkzUhh9uwUZs+ezc6dO6mtreWGG25QTsX2sDd5M+rvt8HTJtswOjs76e7u9mhjmSgw+fn5KaiD4eFhioqKuPXWWykuLud0x0UaWyp4660KNBqNMuhTThF64t80NTWxevXqSddoMpnc8m/saaOSJNHW1sbWrVsVj8UZdy331niKib7edKwrz8Y+AKlUKurq6rjnnnuUKjNXsLeQkBCP/ZuJ0rG2+Wk2eZqO9eqbLW/AcZKruVYHK66g0llJkKKQJBiyWmjt71I2jMzMTDIzM5Ekifb2dmVjr66upqioCLBV/uzfvx+DwcC5qxVMCwsnzNdxAymtvIoGyM5wHDQZMJo+06ltPy53hu+5imsAzB3tbZFvI6mpqeNYO3IKzmQyUV5erjzHgQMHlEAZExMzLgXn6Um2q6tL6b+ZTCaTCaPRSHp6OiopmFe3Xebf/3ArUTEaZY32sLfDhw+TmJioeEDOweJ656ctX758wsfJzzllyhRlGCm4hr1ZRwmvR48eRRxteHUFe7seTLScjvVkjeHh4aSlpZGWluYW9jY8PAzYbr21tbXKLcjZ93Hl37S2uO+/8SQd69U3W96A4yRXhu8HZWdBA7cY5rDUYOTj2jO8c+4AFovFIQUlCALh4eGEh4crAai1tZVXX32V4OBgTCYTRUVFGACDTsvu3buVG0Z4eDg9Tc3463WE2OF7AcpGb0ipYeHKGmF87r+6sR2VIPDpySLuvWE+HW1tLvtvnGFvXV1dvPzyy/j5+dHW1kZFhQ1jIN+AnOes+fn5Tejf2K9xsg21p6eHtrY2paGxr28QgNCQIKZPT3CAvb3yyisIgoDZbFYCkHzCtx/0Kfs3k81Pu17MwNKlSx2+7gr29sYbb9Df349Wqx0He7NPwcnvz2SFBc7pWHeS+2+cp2K7gr29/fbbtLS0KCNt7GFv9ik4V79nH75r82/uvm+J8jVP07FeeeUNOE4SRZHY2FiHE2nZQD1WX4GtMzPRaTSsi53FxXNXSEKY8EMmCAKDg4OMjIywdu1a0tPTOVZSwuP7PmNzVKwSgAD8/P0I6h9AHxpCa2sr4eHhymmxvK2VhKBg/EZNeJPJNI4rD/DYbcsZNA/z/Ce5XK1vZXOGLUB5kt4xm82sW7eOzMxMenp6XN6A9Ho9IyMjhIWF0dDQ4PIGZP8+2vffuNOnHx8D4MBnFRze10Bney/AuCo1q9VKd3c3a9euZdmyZQwMDCgekDPsTaVSERAQwLVr1ybERdv7NxPJ08AEts03OzubdevWObB2RFHk9OnTSgDSarX4+flRW1vrwNpxtUaYvP+msbHRI8yASqWiubmZ6dOns2XLFgfWjiiKDgFIp9Oh0+moq6tDq9USEBDAJztH/Zu7x26uXv/GK0/lDTh2mtC/GfRFN7pxfT95DduOlKAJDfCYKy97GZd7uriq13Lv1rsI1vvQ0dGBKIrsz89D3dePpaOTF198UYG9GQwGahsaSIu0cXPk9IUrwzcqJIBnfriZ17/I5+W9eQR0+/5N/TeBgYHMmjVL6VaXA1B5eTlFRUU0Nzfz+uuvoxtl7cgnYnvUgTymZtKKt5oaLMMgVnSh9xlgeHiEaelxxMQ6rtk5Tebr6+uQ3pJhb5WVlZw9e5bOzk527NihBBQ5TWgfgOQ02WSYaHl+2vViBuxZOzDWEFpVVUVubi7Dw8O8//77CmtHXqN9ADKZTERFRU2KifY0MDmnY+1ZO86wN7mXavfu3YCNtZM8w0pXO6jUIw7vT0BAgNe/+T8oQRBCgDeAmYAEPChJUp6Lx2UB+cBWSZJ2CYIwF3gZCAJGgP+RJOnDr7seb8Cxk2v/psTm31jHTupTfcII71VjiulncGQIH7X7vgxnrvzpulrSIyIJ8bEFqrCwMMxaLQVHDjEHePDBB2lpaVFKiIuLi5kPCM2t7DRbCAsLY3BwcMJUzEM3ZVPf2k331Xz8pkz1qJpsog1DDkAWi4WioiLuu+8++vr6lNuFnIKTUQcxMTF0dHR4ZIj7B1poaRaYPc/Ir/5t84Rr1Gq1bvtvZNibJEmcPXuWb3/72w7l4sePH1duQHKKqb6+flyazN1rx8XFfe3+GzkAqVQqcnNzuf322/H391feR2fYm5x687QqLzw8fEJMtPw4cH8bkQOQVqvl8OHDbNq0SUmlVlRUEhnbRuxU2LZtmwJ7u3r1KikpKV7/5v+mngP2S5J0hyAIOmBc5YkgCGrgCeCA3Zf7gfskSaoQBCEOOCcIwgFJkjq/zmK8AcdO8odx3759JCYmYjAY2Fl5Dvxhk3FslEp9fT2CVaLBf5jP685zR4JrY1weuCgbvmaLhXMN9XxnlqMB/PjJ40QMWQgODVUqjubPn48kSRRUVfKvH+/ilqgYB9bOwYMHqaiocAl7EwSBh9fP5vXqPI6VtbDgisiSGUaXa7xezIDM+BEEwSXszWQyKbO3jh07RnV1tc2jCotmxKInY9bYLaGnp4eurk4SphrZ/+klbrtrISlpMS5fW7yOMmeNRkNiYiIajUYZWDo4OOiQgjt16hRgQzXLxrl8A7K/8QwNDVFfX8+SJUtcvp7z++OcjnW3RoDk5GR8fX0dbkD2qIOCggJGRka4cOECjY2NDk2e9ik42b/xBBPtLh3r6nEASUlJhIaGEhcXx2cfiZwvUHHbXbOZmxWJKIoUFRV5NErHq///JQhCELAC+B6AJElDwJCLh/4E2A0oE4glSSq3+/96QRCagUjAG3D+XjKZTAQHBxMXF0dZWRkXL15kChCm0xEwvZ6LXHQwU32jQ9hff9FtwGloaHAwfN+7XMjQyAhL7U7AZ+uv8XlZCfdJEsmjG48sQRCotwxzVa9l/aZNpIWF8+6779LY2EhqaqoDa8cZ9nZtdCClf2gk//Ta5/zll3cxbep4P6W9vf26+m9cBaaAgAAH2uju3bspKytjzpw5lJdfVQKQxQKxx+OYPScdo9FIe3s7ALfcupzcI3t49YXDPPn8veOeX+6/8XQgpSvMgI+Pj1K9BfDll19SUFDAwoULqampUWBvarWa+Ph4JQANDQ15NKZGTpe5w0Q7rzEmJmZcOtYZ9paTk8OxY8dYsmQJ9fX1bmFvOp3OY0y0KIpKIcZEEu36b7q7B/jTE19w/mw1IHDfgxsICPRhyZIlFBQUsG/fPm/A+Rtkaurg4W07/798iSSgBdguCMIc4BzwmCRJffIDBEGIB24D1mAXcOwlCMJCQAdUft0FeQPOqOw3jPXr1yNJEs3Nzfz48xeJ7FJztaKCy5cuAbbueK1eh6W+k3kzp7mdMmCfVz9bf40/5uawLimZlQZbYGnq7eWfDh0gVe8Dna6n7Ja3taJRqUgMsc2namhoYNq0aWzZssWBtSOn4OQApFar0Wg0fG9pMi8eKuKnL+5hxz99m5gw14jhyTYMGRPtyUm/rq6O5ORkLp0d4sjBHgIC9SxdNYWGjjquWZpoabUNolSpVAiCQGNTHbffM5O3XzvDmVNXyV7q2PfhaZnzwMAAjY2NrFq1atI1ygUFGzZsAGxz1uxxDHIAkn+uVVVVyvRwV56Pp5homX+TmZk56Rpra2uJjIxk3bp1yr+1xzE4w97ktKM72Nv1zE8TRZGUlBQuX6zhj//1CZ0dtj0qPSPeoaDD69/8rytCEIQCuz+/JknSa6P/rwHmAz+RJOm0IAjPAb8G/t3u8X8C/lmSpBFXe5ggCLHAO8D9kiRZv+5ivQFnVM4bhiAIXOpppybeghAez0tbHqGlpYXKykoOHTrEiNXCnCotrVXneS6n0uF2ERISgiAIiKKo+De5ly8yMhqYztRdo3fIzB9yj9PW38+/J6VypanN5UbQ0NNDtH8AOrWapqYmB668PWtn3igdtLOzk+rqar744gsEQSA35yhzdDBkFXjyhVe4de0SpqWmKN3/8oYRHh4+4fvjaWDq6uqio6ODhQsXsuvtPOZnJfJvv7+dwCBfLl+s4RePvs2tdy5g1Xoje/fuRZIkxZxefAPs+XQX5pFlJCaOoQ7kjdSTMmdP1mg2m8f13+j1+nGog5qaGj777DPMZjN5eXmcOnVK8Tjk24UcgCbzb2TV19d73H9jn44F20HH/gYkw9727t1LV1cXly5dUkiermBvngbu1tZWpf/mrdeO0drSw/0Pr+SdN48zb8HYv72edKxX42WIDuX1X9z5tZ7jjV/SKkmSO7P0GnBNkqTTo3/ehS3g2GsB8MHozy8C2CgIgkWSpE9GU3L7gH+TJCmfv4O8AWdUrjaMD8oKQA23GOciCAJRUVEMDg4iSRLnk4d5ZN5Gons1inFeWFgI2PpcZF68PM7/JwsXo1NreP70KQ5W2lJMAVod22+9nfJjx90avs39fUrjpyebfkhICFOmTMFisbB582YSExMRRZGzhUVcrazi6FeHOfrVYQV1UF1dPWn1FYz5N5Gj1XITPU5eo0qVT2xcCIFBttP2rLkJ3HJbJp/uOsfi5WmYzWZuuOEG5s6da5tddvIiZWUVHD16hKNHx2BvjY2Nk5ZXy+/PZPPTwLMyZ7kHqb+/n8WLF7N8+XIH1o4z7K2rq4vQ0FC3ZeL2awTPMAOT9d9oNBqmTp2q4A1uuukmh0nTzrC3oaEh/Pz8PCp+ANvP8Be/MfCf//wRO17PAXBgFHmajvXqf0eSJDUKglArCMI0SZLKgLXAFafHKHl8QRDeAj4fDTY6YA/wtiRJf7e8nzfgjEo2fO3N2NL+a1h9Be6eOZb+KKksRwIMRgOb0hcjCAILFy5EkiRaWlocKrdGRka4fPmy0km/2GBgxabb6BQgyMeHhKBggvV6DplMLg1fsbODvNoa/mGhzSMSRZGQkJBJDV/7DSMkJIS5c+cyd+5cHnl2F9d6uvjV5kylhNhsNnP16lWeeuopB7SwK9ibp/PTfHx8iI6OBgGsVsnh77//6BryT5bz1hv7CI+1rVFm7aQkp3Hz6se5/+GlzM+ORhwdF9TX10dfXx9PPPGEA2vHFezNE0y06GH/jT1mwHnStD3qoLq6WmHBPPHEExPC3kRRJDo6+rrK6SeSff+NPe4axm5A8u9kU1MTAE8++aQDa8cZdSCKIkFBQYSEhBAaKvD86w9w67qnAEif6Yi9AG//zf9x/QR4bzSAVAEPCILwQwBJkl6Z4N/dha3gIFwQhO+Nfu17kiRd/DqL8QYcxnLjzoavWd+HetBH6b8BOF1aSI+fxC/mbHbYfOUbUFRUFAsXLuTEiRMcOXKEtWvX0tDQwNWrV7k06gEFBQVhNBoZGf2guzN8z9RdQwK2TEtX5lq548rby2QyKRuGvZbPSuTZ3ceJmprE3LlzOXfuHJ9//jlr166lra0N0W5IpT3sLTw83GP/Rg5MA/1DdHb0ERLq2D/i76/np7/ayFtvvo8gqB3KnC0WW2+HXu+rwN6uXLnCzp07WbNmDT09PW5hbzExMR77N/JQ0Mn6byZKk9kHIFEU2bFjB6tWrWJ4eNgt7G3q1KnU1NR4PD/Nvpx+oseB68BkH4Campp45ZVXWL58ORqNbWSQK9ibfDO3L3P29x+ruvP1HQuenqZjvfrf02iAcP6FcxloJEn6nt3/vwu8+/dejzfg4Nrw/aqybFz/zZWOWiytPUQkx5AUED3hc9bU1BAZGangiOUxN/Jps7KyUglAAFeuXFFSKKGhobYKtZ4eBGBKUDDNzc0O/o07yXn15OTkcbeR5TNtASe3qJq7Vs5RMANLly5VHtvZ2emAEbCHvZWWlion/ujo6HHP393drfg3xZevYR2RmD1v/Ga9aGkqBw7paG8ZorWlh6ho241NDjgazVhaymQyodVqWbJkiXKbmQj2VlZWhiAIGI1jrB17XS8m+nr4N9nZ2coN2X7StCiKnDp1SpmzdvXqVb766itlzI3z88vz0zzpv5Ex0Z5iBubPn09ISAgrVqwYB3uzD0DV1dV8+eWXGI1GggLHBxSvf+PV3yJvwMH1SfalvKMQATcnjH3o3zi7j2CrwI2zJz7py4av/YYhCAKRkZFERkaSlZWlBKBdu3bR2dlJbW2tsrkHBgZiNBpp6u8lUeeDVqXyOMXS2trqFhNtiA5lSmQwuUXV3LlitssNQ+bb28Pedu/eTX19PZ2dnQ6wN/sUXHR0tEOKZd8nV1CpBYe+G1m9vb0gmOlsExjoH2sLsFhsG7JGMz5NZh84XMHePv30UyWNac+NNoP9AAAgAElEQVTacU7BXe/8tMWLF0/4OHmNzpgB+0nT8vN98cUXFBYW4uPjMyHsrbm5+bow0Z7038jpWPtbryvY2+HDh8nPzyckJMQB9jZvCURFxnLlyhUMBgODg4P09PR4/RuvrkvegIPtNBccHMzQ0JCyaVRZGlGPCGzNsPk359qqaKytIxgN05JSJnw+T7jy8qDPrq4uZs6cyaZNm5S0luwL+PT2shx49tlnEQRBGX0/Eextory6IAjMSYojp7CSjo4Oenp6Jt3UgoOD6e7uJi0tjbvuuouuri6H24WMOvDx8UGv16PRaBgZGeHSBRNp0+Pw9XONagawWvxIMI4NAd39gc3gjo23bYr9/f00NzePG0jpLD8/P2Xzu//++x1uQM6wN39/fwRBQJIkLBaLW7/nejHRk/Xf6HQ6enp6iI6O5qGHHnK4ATnD3uTiEUmSJoS9NTU1edx/40k6Vq1W09PTQ1BQEA888ABWq5X6+nr+49fbCQ6TMFta2LnT5h/La/T6N15dj77xAUfeMKxWK88++yxhYWG2fDsjtLRp8NXrkCSJF8sPENOrJTIq0iWXxF6e3kbsNwxBEIiIiCAiIoIFCxYgSRI3/+VVMrR6MvwDKS4uBuDPf/6zA2vHaHSEvcn+jSuufEfvAMcKK1k4PWHCwGQvuf9GPukHBwePmzQtb+6FhYVYrVbeeOMNgiIhwD+MvLw85QYkV3CJosjICKRNS6S1pYfiS7VcPCey79ML3HJ7Jguyk5XvxZM1ypgB2b9xdQOSe2zOnz+PJEm8++67yg3IHndtP2dN7ruZSJ7238i3XnkqtqsbkNxjI/Nrdu/erbB2ZHPfHnXg6e+ZnI71tLlXTsfKk7ivVau4Vg37T/xagb2dOXMGX19fr3/j1XXpGx9w5GCzYcMG5QN3ofASmSO2t+aFF17ANzqEDnMdhm4diXZ9CO7kKVd+og1DAqoGB1mRPoPlKdMoLi5mzZo1Sj+FODpWBMZgbwaDgaqqKrdzrbbvP8OAeZgfb17Cxbwc/P39v3b/jRyAjEYjFy5cYMWKFfR0jfDlvlMEpQ1z8OBBwBH2VlZWTlc7VBSVk/NVCQA+PlrWrM/gR4+td3htT/pv5MDkbkOVYW+JiYmcOXOGRYsWKea4PWvHHvZWWlp6XWNqJuu/mYx/o9PpSEpKwmg0cvr0aebNm8fMmTNd3oDkFJw8puZvwUS7kqt0bMfo9G4YQ0FMmTKFs2fPkpSU5PVvvLoufeMDjuzfzJ07Fx8fHxYvXszqbU+hNvSzqDGBiLAgSisqmGvRApKDuW80Gsd92OW5Vq4M38r2NvKu1bJ4ylSSw8InNHxb+/sYso4QHxikbBizZs0iJCREuQHJsDf5PzkAlZeXj2PtNHb08GFOIbcsnkFiTBifXMf8NE8wA/Iap0+fzoG9ZVSVqHn6Tz9mZMTskIKTUQeh4ZC9Uk9MdDyz50wnM2sGOp123HM6+zfuXtvTMmdJkkhNTSUpKcmBtWOfgpMDkEqlYseOHQ6sHVewN+dy+oneH0/6b4aGhkhOTh7H2nEHe3v99deV30dXsDeTyTTOv3ElVzfKj96z9fvdcc/Y+CZP07FeeeWsb3zAkeda2W8YnWF9qH3gX7//AJf7anj2zGW+051CR2ktMTExlJSUcOHCBQBCQ0OV28VIcBCvnMolfmiI3O5OLufmEObrR7ifH3Xd3bxUcJqhEVslVlJICMtrGzGkpGCVJFROG399Tw8AcYGBmErLx20YrmBvx48f59ixY8rpVw5A/v7+9OJDgo+Zuxan0d7e7rHh62klUlVVNRq1lpe25XA2v4rpGfGj5bR6B9SBPHsrfcZ0WlpaaGwppfFwKTknvnRAHQQFBdHc3OzxQEpP+29UKtW4wOTr66vgrgFKSkr46KOPSE1Npaury4G1Y5+Ci4mJoba2lqwslyOoxq0xOjr6b07HOsPeamtrefPNN5k2bRoDAwNuYW9Tp05FFEUH/2Z4eITf/WYXkiTxwA9Wk5warbx2YGCgQzp21/u2gHPXvV7+jVdfX9/ogCPPtXLeMFShFka6NPj66PhL4REifYIIbtGgjYri3nvvxWq1Ksx4URQdAlDk6MZc3dJEeUsTnYw1Pm5ITuWn2YspqK/jWNElsFh4p6aaV998jXVJyaxLTmFR/FS0ajVlbTbK59TAYM6bTMrQSXcSBIGWlhYCAwO5++67ARTWTlFJGa1lFcwMkPjovR3KCbi3t5eWlhYiIiJcBpTOzs5JMdHXatr4ZNdZ6poL6euRaK5t4lt3Z7PlDte9Jk1NTeh0Ou68805UKpVb2JvcI9PT00N9fb1b2Nvg4CCNjY2sWLFiwvcHbBulJ2XODQ0NCILAbbfdhl6vdwt7U6lUWK1W5XtwB3uTy5zl8UOTrdGTdOy1azac+MaNGwkKCnKAvZlMJgfYmyRJ9Pb2Ul5eTkJCAttfPU7+yQr8/PX86Huvs2bdTO57aAWiKLpNk4WGja1HFEWP0rFeeeWsb3TAcWX4vn00D7Xeiqbal/Pt1VzoEPlF6kaq8o4rG4ZKpSImJoaYmBgWLVpEQ3c3D33wLr59/SwYtjI0OEh6Rw/pQHBICFFxcUTGxZGVkUFISAjpEZGk9A1wsKKaH6y9gaMN9ewuKebdy4WE+PiwNWMW5xrqmRoUTPDIiEtMtLPkSiR7rnxYWBhhYWG8d7aOMz1hvP2L2+loaeTEiRMMDQ1x/Phxjh8/7gB7MxqNSgByd5KVJImC01Xs2XmGs3mV+PoLZC6TmD8vk9vv2Iha7X68iyjaMANy8HAFezOZTBw/fpyWlhYKCgooKChAr9eTkJAwDvbmaZnz9fbfxMXFKYHZHewtNzdXQUYUFxcraT37FJxWq71uTPTf0n/jDvZ26tQprl69SnV19ejUboGeLol1m2LZsHExp3Mb+HTXefLzipm3xEJI8Njooo72vnGv6+2/8err6BsdcFyZzW8VnoTpsDw6lT+X7SdMF8ACdTxlbjaMzsEBHti7h2sjFt7Zeg/7d7zNvHnzyMrKUk6bYlUVFVeucOrwYUJCQjAajTQ2NhIcHMxd8xdwFzBoGSa3xsSe0hJeP1+AVZL40YKFHldqyVx558ddrm7g6MWr/OiWxSROjcM4JZacnBzS09NZu3bt2BpFUamE8/f3x2Aw0N3djV6vd5ifdqGgmhee2U+tqY3QMH/u+/4KUtJ9OXjoC5atyJww2PT29tLa2qr0+LhSYGAgM2fOJDc3l6SkJG699VYHf8Ue9mYwGDCbzUovy0SS/ZvJ3kd5o57oVifD3vLz84mJieH+++93OWlaDkDyxjzZGmX/ZrLDhdx/44r6KksOQGfPniU4OJgf//jHXLxYwl9e2UtElJohazOffPoxgiBw812RdLQPYhnp5s9PH6PgVDvfvn8ZX+61TTH51t1jBFzZv/H233j1t+gbHXBEURxn+HYE96IFmhOaKe9q4PdzttJw1Za+cP6Q9Q0N8f3P9iB2dPCXLbcRJdnKWxMTEx1uQDLqQN6QysrKGBgYAOC5555TbhcLjEZu2HgLdd3dfHm1nG+lZ3Bo716XmGirVeKj44V09PQTEeSPub0OAF1gKP2DQ/j52Mq5X/gkl7BAP+5dYyvH7ejooLu7WymnDgsLU2BvMupA/k+eD/bMM8+MljbH8dpzp1CrfPmnf9/MyrUz0Ok07N27F71eb5ufNoE8DZ79/f00NTWxevVqJQC5g721trYqa0xISFDMc3vctfyzduXfOOt6+28WLFgwjrXjDHurr7fhGF544QWHSdPOsDdPvZHrwQyYTCZSU1OxWuEvfz5Nc6Oe3/73Q4RHBjik4FpbWwCYs8hKa1chv/+vQjrbBNQauOveseZXr3/j1dfRNzbg2G8Y9tJE2zrfq/uaeXL+d1gRlc67X71LVFTUOMP3Hw/tp7CpkRc33sLSqQZOnjwJjP8wCoJAdHQ00dHRZGdn09DQwGuvvcbs2bMZHh5WYG9g6/SXgw+jqRt5ZL69dp24xJMfHlX+nBncT7hO4L5tewABH52GwSELAL+8YyV+PhNPnHZGHXR0dPD8888zc+ZM1Gq1AntLnQ16vZXO3jIuXrRteuLo/DRPJiXrdDq3mGhZE2EG7GFvg4ODPPHEE6Snpyuo5sOHDwNjuGs5veWpfyNXLX6dMmf7ADQyMsLjjz9OUlIS4eG2ykT5BiQHQHmN1dXVX7uc3l4tLS0KZuClZw9SWdHEfz+1lehY2+FFDnySJPHMM88QFRVFQkICV69WUVd3jTiDFUmCnbveUx5bWVmJv78/ERERE762V1650jc24MgbRmtrK8XFxRiNRvacvYwwumc+v+AB5oUluuSSANR0dXKgsoKfLFzEhmRbQPC0/0Y+6a9Zs4bg4GCHG5BsnMuoA7CNgb9w4QJGo236c0N7N8/tOcHiGQb+9OgWOnr62f7aK4RERPPbmzJp6+6nraef5s5errV0sj4zzeG1/fz8Jt0w5E1/2bJlREdHU3Sphl//fAdrb0wkMTUAURyDvYGth+XMmTMYjY64a+fv+3ow0Z7ybxYuXKhs/L29vQ4puK+++kp5fGhoKLm5ucoNyNU6rhcT7Sn/Zu7cuUoKbHBw0CXqAGwB9ciRIxiNRrewN08x0fIa62vMfPHZBe7+7pJxcDuwpWP7+vrIyMggMzOTVatW0dPTz/fufobsZbH4+GgpKCggPz8fQRCYMWOG17/x6m/SNzbgyB9Gk8mkIJD7JTXTQ/XE6+NJXWbzLdwZvrtLihGAuzNsBq+cV/cEgyyKoo2dovNh264cegbMrJqdzKL5mWRnZyuog5ycHK5cuUJrayufffYZYGu0bBwQiNcN85NNWWhUKlQWM4MD/SyYk0Fmpvsy4usxfEVRVPpvLJYRnnvyS4KCgvnhj+9SxtV0dnaSm5vLuXPn6O/v58svvwRsJrt9EUJUVBT9/f20tLR4ZIiL4t+OGQgICCAjI0Mpp+7t7eX06dPk5uZitVqVACSzduxTcFardVL/xv61XWGiXT0OHG8jPj4+42BvFy5c4MCBA2i12nGsHecU3GT+jSwZmV5S1AzAhptde2eubr0VpY10dwisXr2arEXJWCwWSkpK+Pjjj73+jVd/s77RAScmJoaHHnqIhoYGRFHk3UNHSegELXU888wzREREKCdd+xvBiNXKrivFrDAYiR2dKeXJ/DQYy6uHxUzlrt+/TUtnH356LZ+eKiYkwJc7V8zmjhWzlUbL4OBgHnvsMYW1k3f+EqqOejL8JT58+02Cg4OVG1VoaOiEc9Y6OzsV/2YymUwmhX+z+4PTiFUt/PbxOx1mo4WEhCBJEnq9np///Od0d3c7FCGUlNimCPj6+ioI4qCgoAnXODAwoPg3nqzRXSmyrICAACRJQqVS8eijjyr4APl2YR+AIiIisFqt+Pv7MzIy4vYm5i4d626NrtKx9tLr9YyM9mc9+OCDaLVaampqlHXaB6DIyEgGBwfx8/NjaGjIbYpQPlykpqaydMlKjh8t5U9PfsGTz38HlcrxvTeZTAQGBjpgogvPm1CpBWbOto320Wg0DA8PA17/xqu/Xd/IgGO/Ycgn5ClTpvC9vNNo+6wceugeZeOsrKwE4OWXXyYiIsI2KTfAn47uLu5YtlJ5Tk/z6rLhu6/wGq1mHa/+7A5mJ8VypqyWXccLeePL02w/cJYbM9Pwa6pi+vRpCmsnMjKSJ74swdcnmacfuIGaGhMmk0kZoPnOO+8orB35diGjDuzXONmGYY+Jbm/r5d03T7B4WRpLVowf/igHJpVK5QB7A5QiBJPJpKTf9uzZw/79+93C3q53fpon/Tf2mAGdTqewdgD6+vrGVekdOnSIY8eOuYW9yenYyX7W7tKx7tYYHh6uHB6cb0ByCk5u5j158iR5eXnKnDU5BScHINm/MRgMREYF8YOf3MCzj+9j3yfnueX2MaCgHJjsy+kBCl0MX/U0HeuVV+70jQw4rgzfvccvYdVDUONYAFq8eDGPP/44qampxMfHI4oily9fZmhoiK1A9cFDfF5eoZip7jDR9pI3/c1rFvPiFwU8syuHbT/czNIMI0szjNQ0d/LhsQsczi9kSfAgR8uaCbp4lZWzk6isb6O6sZ1/uXsNMTHRxMREk5WVxTPPPENsbCxpaWmIougS9mYwGCgvL8fX13fSDWNcYBLA4mJKdU9PD21tbcpASmfZB6C6ujp8fX2ZP3++crtwBXurq6tDrVZ75N9IkjTppj80NER9fb1beJxMG50xY4YyTHXFihVKoHQFe+vo6AAmP1xcT//NROlYe9hba2urrZT55puVNbqCvQ0ODgJjP8ObbplLzldXeP2lr1iwKInYONs0AVeY6IGBIcqu1POtu8dSi97+G6/+HvpGBhxXhu9LB05CNGyZPUP5WkNDAxaLhZkzZzJjxgyWLl1KR38/N7/2EuvDIwlTa7l8+TLnzp0DbBvD559/rmzwroKPbPg+uGk5qYZ4fvPml3z3ib/yD1uWERMaQGigH/evzyIrVkfOkcPUdEv846t7iQ8PIjY8CLVK4Ib5Y8Zve3s7fX19TJ8+nczMTAfWjv0tTQ5AGo2GPXv2KKdi+xuQ/fsjY6IFQeCBR1bz8nMHOXqomDXrZzp8LzD5baSvr4+WlhbWrl3LnDlzHFg79iXOcgBSqVQOs+Bcwd5c+Teu5GmZ8/DwMHV1dWRnZzvcgCaCve3atcth0rRzCs7TW29jY+N1pWOnT5/ugLseGhpySMHZw952796t/Kx/+o/r+fH33+Lx337KthfvQ60Z4yzZv3ZJ0TUsFitz5o+t+3rSsV555U7fyIAjz0+zN3xrpF6EERU/2zrmHbjaMD6rKKVR9f/Ye+/4pu57//95ZNnykmXLWx4SBmPA7E0YAZKwEgJJmtEkbTPa5KZt+svNt/Pe29vv7cggO2l2QjMIITRAQoAQwgoQwBiDBzZgPCTvvZdkSef7h3yOJVmy5YT2/kL1ejz8KJWPdT4+jt7vz+e9ngK3rlxFZlw8drudgoICPvnkE6KiolwcUHR0tEvoKDzcUd0lzexaPCWNd399B//+6k7+5/19LmucrelBq1JgYSCM09xBdXMHKbGRRKld+fPgajA8wd7KysrYtGkTMTExlJWVUVBQAAzC3qR1arVaTCaTy0523fdmc+jLc7zy/D5mzU1DExkq31ulUpGQkDDi83ZfIzjyU84OSMIgx8XFUV9fLzsgT7A3KX/jCyZaoVD4jBlwdw7uqIOOjg5eeOEFYmNj6e7uHhb2JuVvvg0m2lne+m+CgoJcHJDZbOa5555Do9EgCILLpOklK6Moyq/g7Td28qP7V2M0GgkPD/eYv8mcMujMfQ3H+uXXcPqXczjS/LRZs2a5vG6OVBDYLhIaPFgOazS6cuVFUeTDcwVMiYsnM87R5KhQKOjudowAufPOOwkLC6Ourk7eERcWFnLmzBnAYWD7+vpk0JVarSYtMZqP//uHVDa20drVS1tnLy1dPVw4ugchTMv0iCT08T2U1jTT2N7N95a4Vnl5MhjuEgRBbuK86aabiI2NdYG9OTugsLAwuru7SUxMpLm5Ga1WS0CAgkd/dwMP3fMWr7/0Jb/+/Tr53s5jarzJaHRgBkbqv5FCVatWrUKv13uFvalUKsxmM2lpadTW1rqwdjzdW6fTXbb+m9bWVux2O0uXLmXChAnDwt5sNpvseJxZO57uPZpw7EhGv6OjA7PZzPz585kxY8YQ2FvKmBZqG/N48sl8BEFAq9VSUlIiT5rOz61g/AQdoWGunwV//savb6t/OYfjKX+z+1gB9mCIqBs0Wp4SvmfrailubuKx5de5vKe7wdDpdOh0Oq666irsdrvsgKTmzpycHHJycmTYm3TCSEt0DENsbGyk6JCFG692GAyb3c73H/uAIGUAiVo1d/xlE4/dt5oxCUNPI94kJXylHhl32JvkgPLy8uju7qaoqIiioiIX2NtNt0/j481nuGblFMZPjB02f+P+fEbTf5OUlAQMhb1JVXD5+fmUlpZSVlbGG2+8IZ+AnENwCoVixPyN+/P5JpgBb7C3c+fOUVhYSHV1Ne+8845X2Js0P20kqqm0xtH030j/jbvD3lpbOvj1//cmaq0VjbaP5uZmNm/ejCAIJCQk0tNXx5SpE2XaqD9/49fl0r+cw/E0P+3lzx35mxunDPY21NbWDkn4FjU6+hnm6JLk1ySD4W2MvpTI1el0jl1mcxMHw4JZookkLTjM5QSk1WrR6/Vy/F269+6s85RUN/H4/WsIDAiguKqR+57+iL/cvcwnLslIBsPZAdXU1NDY2Mj999+PyWQaAnubv1zBhx9+xFWLJw55jp4k5W986U8aCTMQERHB1KlTqa+vx2g08tBDD1FdXS3v3J1PQHq9nvDwcOx2+4inFml+2kiYaGmN8fHxXvtvJNib1FD8s5/9zCWf5g57i46Oxmw2j5iLkv6GUjh2OBmNRiIiIrzyb6K0ETz86Pd46vF30WjhgQceoKenZ+DvfIGEVDvNHYU8+WQRiYmJJCQk0NHR4e+/8etb61/O4ZSXlyMIAu+9956826wVOxBsAfz7Hcvl6zzF1Vv7HPPPdOpBYFpdXZ3PXHmj0UiNMoAxKSl8VldLkSqI1x58AFWfWQ4bFRUVYTabAdi0aRNJKSlszzYxNVXLilnj6bfaCA9R0dFj5oXNu8gMH9noS5hoX3b6kmOSckDusLfcs4WUlpZTUOCYhLBlyxaXHFB0dLSLU/O1sKC3t5e6ujoZEz3SGpOSkmQekPMJyBPsTSpAcObYOIfgfMVEewvHeltjbGys7Mi9wd6kfN+uXbvIy8uTn6V7f9Fo5qcZjUav1FdJU2fomTIrhra2Ri5daGXx0omkpaVRUaLg88PHeObVW6mrq8ZkMsnoDX/+xq9vq38phyMZjKSkJAIDA8nJySErK4t1KmjrUHD0q0PyB95kMrnkbwDKWlvRqdWEfIOBiw0NDQ52S6iK/5g9j6CAAB7+fBc3bf2QecnJaINDmJg5kV/ddhtPP/20jA4+d66Q9CArWNp46aWXMBgMLBsXwf6iepLUCvqsAkcv1HLTIu+xdV/X6Nx/4yx32NvTj31GU/sZEhK1pKYmuZyAJNSB9FVeXu4TJnq4+WnOMpvN1NbWsnjx4iHfi4iIcEEdvPnmm7KRdmbtSCcg5xlmvuRvpDE1I61xuP4bd9jbpk2bZNCc0WiUT0DusLfqasdw1pE2F01NTfL8tOEkiiIByj7sthCee2IPEzOTiYlVk3fWxLh0HZMmZTBpkqPvavv27ZSUlLhMDffLr2+ifymHU1NTg81mY+HChUyYMAGr1cq2L46x+dwJUjptsgOCwUqv8+fPo9frCQ0NpaK9Db0myuU9pYY9XxO+9coAxkZp0UdGsuP2O/nL0cMYW1v5sqWE0MBAViUm0dfXx5w5czCMy+Dl/97IvDHR3DLHYTTPnz+Poq+PFbGAKGANVPK3bXuob2zmwfVXe51hJuVvhpOvp5G7753P62+coarcysM/X48iQJBPQO5NlAqFgtDQUM6cOYPBYPAKe3PP33iTr/wbi8VCXV0dCxYs4NprrwWQQWnSGiUHJAgCQUFB8hq9wd58rSbzFI71JGmUTmZmJitXrgTwCnsTBIGAgAByc3MxGDzjrp3XONK9Hf03nVxz7VIKT5/kqT/v5P8+cSsXCqu5+fZBHIEoilRUVAxpDPXLr2+ifymH424wlEol7524wPm4IGbHTuS3P1pJdXU1+fn55OTk0NzczNatWwGIj49H091JXFISPT09hIaGyg17I2GQLTYbB86eoUshoI2KInkAmmWIjOLNtTeRU1vNrX/fwk9mznExGG/syaLPYuVnt61kTIKWBQsWYLfbqamt5b9f3oxe1UNIAMyK7KM+/yv+eD6LaZMyGDNmDAaDQU4uG41GeUzNSM9H6r8ZTk3N9QCUXuxi+9ZT3Hrn/CG469bWVi5evMi+ffvo7+9nz549AMPC3kYaUyOt8Zv233iCvZWWlrJz504UCgVffvklMMjacYe9GY3GYfM3zmsE3/pv3MOxnmBvRqORbdu2ERgYyJEjR2TctSfYm8lkGjZ/477GGTMzefAX4byw4XPefvWgx/4bX8Oxfvk1kkZ0OIIgpADvAQmAHXhDFMUXBEHQAh8BBsAI3CaKYqvgsGovAGuAHuAeURTPDLzXj4D/GnjrP4ui+O7l/XWGlyeDYbR1ItgUPPr9awgICCA1NVUO7/ziF7+QmxPLjUaS6utRXrzEU089JY+aMZvNw5b7FjTU85sv9zKtoYHAmGi233YnAW6759dOnyImNJT7Z8zi8507iYiIoMMisu1IPjctnMKYhMGSZ4VCQXJSEmkpOmwNJfzgR/cSIMD7uw5SXm7Enn9OnjQdEaEhOTmJ9vZ2n/DGzvPTRnqOQUFBTJ46hvfe+opFSzPkznVALrWVHN6dd94p9yCZTCbKy8tdYG/JycnU1dXJPUPD3V8qMfal/2akMJlarZbnwa1fvx6dTifnf9xhbykpKfLQTLvdPmwpuKdwrLc1wvCnkeDgYKKiorBardxwww1kZGR4hb0lJSVRW1tLSkoKVqt12GdkMpkIDw8nOjqaa1dpeGHD53z68WkAMqcO9iz5emLyyy9f5MsJxwr8H1EUzwiCoAZyBEH4ErgHOCCK4hOCIPwW+C3wG2A1kD7wNQ94FZg34KD+AMwGxIH32SmKYuvl/qU8SeLKD+m/iVIQ2CESFjLYcyAZjIiICCIiIkhJSSFt+jT+uPEN/nP6LMYplHJ4C2D37t1kZ2fLu029Xo9SpeLFUyd4IycbgzKQYBHWXbWI6IEhjuVtrWwrKmSOLomK9nZmJuoIDQzEaDQyduxY3tidRWBgAA9c73lycXyISJlNoKi2nZWzJ/CbB+5i88Ez/PXTYwTZLcQEWYnu66alvQilAIcPH4fvHmAAACAASURBVObg0eMoQjQEqqOIjI5n5qSxTEvTEaIKpKOjg5aWFp8HUur1eq69bzU/vut1XnpmL4898/0h1xkH+m+kLnxn2Ftra+sQw56dnS2jIqRn6Yw6kDDRnvI3ntY4Wv5NcHCwR9ibtEa73U5hYSGXLl3yCnuT8jejwUT7Go7V6/XDwt5KSkro7++nrKyMJ5980ivszb1qMTg4kAhNCB3tjqKYsDDXz4Iv4Vi//PJFIzocURRrgdqBf3cKgnAeSALWAUsHLnsXOIzD4awD3hNFUQROCoIQKQhC4sC1X4qi2AIw4LRWAR9ext/Hqzz133x+vBB7MKjrB3er3rjytZ2d2AWBNL2BxYYxLF68mM2bN8s7c5PJRG5uLtnZ2QB0BwZSqYDvGfQsj9dxvOEIBoOBDrOZl7NP8k7uGfoHyp8BZiXqaGpqoru7G71ez/v5BSzMNBCjGbpLFkWRzpYGOkUV+3IusXK2IwF95/KZ3LF0BnWtnZjqWzHVt1B89gS2zmYaFVGorD2EdTZDVyONtcVszz3GW/1KQjTRpMY4jN5IO1kJEz19+nTi4jXMmGWgqKDK47VSmbN7/410ApIc0N69e8nOzmb16tVyg6I07DM0NFR2QIIg+Dw/rbq6mgULFgx7HQxODffUf+MMezty5AiHDh1i7dq11NbWYjKZPMLepCnOvuRvfAnHSmuMjIz0GCZzdkBRUVHs2bOHG264gebmZhfYm3QC0uv1REdHD8FEeztV+hqO9csvXzSqHI4gCAZgBpAFxA84I0RRrBUEIW7gsiSg0unHqgZe8/b6P0XSLtE5xPLynmMQB2szB3sbvGEGars6AShqaqCxp5ve/n7Ky8tRJSZwOlCBeUwq/UkJtDc1UVpeTqookGm1YbtYwvGLJSgUCt797DMOtDZRareyfvJUfjFvAdnV1Ww/X8gyQ5pL0r6t6xRR4Z5H2ktceV1yOjvPldPZa0Y9cEJTKAR00RHooiMcgLa8r9BNzOC2224DkGFvxSWlFJy/SHhdLaKljp6aOkQRvth/iGmTJ2IwOGBv7obGeY1dnX1kZ5Wy5sah4bqenh4aGhp8amisqKggNTWV2bNny2XYzpOmnR0QwKlTp2hqahpyApJUVVU1Kkz0aPpvnBtdh4O9nT59mtbWVvkE5O50pUGhvlSTmUwmOacz0hojIiKYOXOm/Ew8wd4ce0E4c+aMPB+ts6MbEEjQDTo1f/7Gr8stnx2OIAjhwDbgEVEUO4bZ8Xj6hjjM6+73eQB4AEamKY5GksFw5pIUxXUB8LlYwZH3NxIcoCS5vYNE4PkLhQSZyghWKglWKmnqcYyveer4MQC0VhtrrVb2tTRSfqoNVYASlTIAVYCSVXPn8qurFhMSEEBNTQ3vvPsufYC5rIxZwCwgtriUXLOVdIOBV1esJiwsjI8//tgRxtNo6OjuIzLcc9e75DztqnAs1nrau3plh+MsyWA47/SdcdeLF14lw95efu0N+u0iDbXV7CxzhLg0Go1LeCsyMlLO3yQmJnI6q4x+i41FVw9tRhwtZuDqqwdRD+64a+l3effdd+nv76eurk5u8gwNDXVJ8MfFxclhsm86P81dUpjMfaqCO+ytu7ubTZs20dbWRnd397CwN18LCxoaGujt7R3xOilMlpaW5uKAPcHetmzZQnV1NYIgyKyd+ddAZzssXmKgrKyM5ORkf/7Gr8sunxyOIAiBOJzNB6Iobh94uV4QhMSB000i0DDwehXg/ElPBmoGXl/q9vph93uJovgG8AbA7NmzhzikbyKbzYbJZGLs2LH09fUNCZ8sTNHTZ7XSZ7USUddIX1AQ9RYzfT3dmG026ro6yYiJZe9dPyJAEFAplZw/m8vxw4f56L4HiPYwcRkcGOqnTh4nxmajWKvhh9etZHpYuNzBn5+fz+nTjkRtTEwMbW1t6HQ66ptasYsikWGeq6FMJhOBqmA+zirh7mtmkRzruSLJF4MhCAKNnX0oRBsxqeP59/vukGFvUu5isAghArPZTGRkJO3t7RSdq0KhEMiYOLTHRsrfjNR/46tjCgkJob29nUWLFrF8+XL5BCSt0xn2Jq21ra3NhbXjaY0wstH3FI71tsaWlhamTp3K9ddf78LacT4BBQYGEhgYKP9OYWFhXsf++Gr0JUz0SNcFBQXR3NzM+PHj+d73vofZbKaiooINf/kQTZRIwbkz5BfkoFAoCA4OJjg42J+/8euyyZcqNQF4GzgviuKzTt/aCfwIeGLgfz91ev3ngiBswVE00D7glL4AHhMEQSpnWgH87vL8GsOruroam81GcXExGzZsIDExEXNACMkWK40EcH1cOqogJYEKBfsKzjMmPYP/Xn8jIUGOJOvaD99HIQikawe76I/W1KDVaonxMDSzy2LhlewsNp7NIcNsIQb46/fvIj7G8cGt7rLT0gTr7rwGjdIm94Q0NTVRUVHBW6+9zPIYBW3GQs6dC8RgMMhgLlEUKS0ro6pTJFOfwMPrF3n9vU0mk4yJHk47vvwagDVL5suwt7i4OObOnSufgIxGI6WlpRQXF9PQ0MCLL76IaFcyfX4g5y+cw2AYCnvzlL9x12jKnJ37b7zB3srLy8nPz6e3t5fXXntNZu1Ipwt32Ns3mZ/mTe7hWGfWDrjC3k6fPo0oimzcuNGFtWMwuMLeTCaT1/yNpzWO5HCkcKx0nUqlIj4+GWOxI4+569Cv5BBcVlbWiBML/PJrNPLlhLMQ+AFQIAhC7sBr/4HD0WwVBOF+oAK4deB7e3CURJfgKIu+F0AUxRZBEP4EZA9c90epgOAfLWkXffvtt8sJ3ypjKdcIIIqw8+MPabIo6bUKTNH0s/lEKcfrd/HXh28CYP2ESfzl6GHez8/lh9NmyIUFnrjyHeY+Vn/wHrVdndw0YRLTmlpoaWgkPiYWU30rz277iqMF5QD87Ytspo/VcefyGUzKDKKiooLbbruNc5eMHDxxhubaCrZtcxBHJdqoVqulu6uLVmsYT92/hkCld4PuXInkTS0dPRhNJlJCAxg/dqhBdXZAYWFhFBcXc8stt9DT08Pm9/ehjenns88+AwZhb4mJiTQ0NMiGdqS/zXDz05x/l+EwA5IDioiIID8/n3Xr1sn9PUbjUNhbSkoKFRUVzJkzx6c1joSJltYI3h2T5ICioqLIzs5mzZo1crm40WgcAnvT6/WUlpb6PD9NrVYTFRU14nXg6pi2b3E0O6+9eZYMe4uJieHrr7/2h9P8uqzypUrtGJ7zLwDXeLheBH7m5b02AhtHs8DLIan/xnmkyOyHnkUbZOMnyybSWF+LtqFOHpo5KaKfgN5aLl68iF6v577pMzleWcFjR79iVqIOrc3uda5VVlUVtV2dvLLmRlaOHcfTTz9Neno6b+3J4o09J1EFKvnFTYu4cX4me7Iv8NGhs/z6zd0siu0nLiSYxBQD9ZYgsj6/wPsP3kFkoF0OyUi0UYDJUXZys47RZvAMe2tra6OtrY358z2XVYPD2fz42a2kB1lJSk7xCTMgIZqrK1spzIFHf7eG2fOT5TU6w95OnTpFc3OzvHN3h715yt8Md+/R9N9MnDgRlUols3ba2tpcwluSAzp79izt7e1eYW9SOb0vfUxGo5GYmBj5NDrcdQAZGRlERES4TJr2hDooLCyUqZwGw1DYm7f8jSeZTCbCwsKIjo6WX/vgHUde8o4fDBYH+PM3fv0jdMVPGvBmMOwINFmUHNndSFCQimXXrqKuOY+WlhZaO/uJ6mtiy5YtACQmJnJjko4mBP5992f8Z7rDaXn6MJ6pqyFQoWCpwSBz5eMTk/jjO8dYNHkMf/jBdURHOEqd775mJt9fNp0j+WUc2vkRxnaBNf/xFmMSHWE6bUQYidoIkpKSWLhwIXa7nb+99x5GYwWtPfZhYW8jGYwLlQ08+upOenu6CY2ykTlh/IjP0mQyyfyb84WOUuiJmclDYG87duyQ+2mGg701NTUNu0ZJUv/NokXew4fOa9TpdKhUrkUUUlhKckB79+4lKyuLjIwMqqqqvMLeLBaLz2NqRtt/ExER4fK6O+rg6NGjHDx4kClTplBbW+sV9qZSqXzK34w0NTwufhB74Gs41i+/RqMr3uF44spv2+0w0kK/SLhaRUFuBSqVEnVsIxkTJ7HlizIeuXkRS9JjB08XZ3OZabMhNrdxqLqOYJWK2tpaOfkrKbeulomxcQQrA8kfMPo9Csf377pmpuxsJAUoFExJjuSIaOWW65ahrzWz59R5gpQBQ8qiBUGgo7WVMWlp/O1sO4nKcP5y99U01tdgMplcUAcqlYqAgADq6+sJDQ11OQF9mVPMH979Ak14ML9ZN4usIwdGNFYSZkAy2BcKawgNU5FqcB0aKggCDQ0NGAwGbr31VhfWjtHoCnsLDAx0FC00NqJWq9FqtR4NoXv+xpskzMBwpzpJ9fX1JCQkcPPNNwN4hb1Job7GxkYiIyO9wt68ldO7S+q/8RSO9fSeGo2GdescwDuJtSOtUXJA0noaGhqGhb21trYOwQx0dvR6vLcv4Vi//BqtrniH4ymu/tSmgxCpZHZsHI8/fic3r3qG6DglXWYLYZExQBkpsVHyDhIcPRvV1dW8dXA/iooqLHa7fAJKSEhw5AX0ei7U1nDTlGnyvTUaDSX1nQgCTDZ4RjFLa5w3YzKrr9Hy8/WLaO3sITjI9c8jceUXLVrEM3Pj+flfd/DEJ6d4+eGbh8DeDh06JJ82QGLtGChpsfBxtpEMQxJPP7iW418dHEgcDz8/zf05XjhfQ8bERBQKV4PU09NDfX09y5YtA1xZO+6wtwMHDmC32+U5a86wN4PBIDsgKX/zTeaneZI0Ndw5f+MOe5Mc0P79++np6eHQoUMcOnTIK+zN18KC0WAGTCaTXM4Mg6wdKSwsOaD9+/fT2tpKVlYWWVlZXmFvHvM3W08BsPamwQkcvoRj/fLrm+iKdzieEr7Bjf3YghVs+I9b6O4209nRS0iYlS4z2IIc8XddtGu4Q6lUotfrKQ8QSAfWrl2LVquVd5sy6gAIzi1gb6+F0tJS0tPTKe/pIzxYRViw5zErJpPJJeEbFR5CVPjQkmhngxEbG8uf713F797ew2/e2sXv77qOUFUgimA1odoErFYrYyfPIjA8kqb6WjpaGsnJzUUh2lkZB1HBjXx9+ACXLl1Cp9P5nL+R5saZ+/pJSBxaOTVSmbPkgMLDw9mzZw+LFy9mypQp8knSaBxEHUgOqKqqiri4uBHzNyaTySfMgFS1OJzR12g0ZGZmsmvXLmbOnMmiRYvkv7Un2FtLSwuRkZE+FxaM5HCkcOxw14WGhpKRkcHu3bvJzMxk9erVLjkgd9hbb28vwcHBLhVvmzYeBeCOHw7mb3wtVffLr9HqinY4UsOee/4msMdO5MVeNOoQensthIYGUVdfQ3xiDI1d/QAkaiOGvF91ZwetdY5JyWlpaWg0GvR6PVdffTVWq5W/HfmK3dmnWKNWc/r0aWw2G4WFhSiCwxmrsnLhwgX0er1LCE6Kq/sy/t1oNBIWFiZz5VfMyqC1s5cNWw+x4rdvyNelBFuYGQlvHb5Ah3UwuawJi+aHSyYxIVaFyWSSYW9dXV289NJLLrkL9/yClL+RktUhIUH09Vo8rlGpVPrEvxFFkTFjxgw5AUmoA+mrq8vRoPvss8+65IDcYW9Go9Fj/sbTGmHkxmLncKxEG/UGe2tpcRRcbtiwYVjYm4SJdn++3tY40ompublZLihwZ+04ow6MRiP19fXyGpOTkx2/V5RIZ7tr/sZoNPrzN379Q3RFOxxP+Zvsk6Uu14SEBPHDHy8m99w+VEGJJEY7ch0H80pYf5XrWJbPLxWTYLWh1miGcOWVSiUXrBZqoiP5yb33cvLkSfbt28f8+fM5fe4iyaouPvroI8CBOpAMklqtlg3GcJIck/tcq9uXTmf+RD1f5hSjVCqICA2mvvgsrfU1vPx/7iYiLJiI0GDCQ4JcplQvWLCA/Px8duzYwfz582ltbeX8+fMy3TEqajCkGBsbS2Njo0tCPCQ0iJ4e85B1jqbMWZrv5Sx32NulS5fYvHkz8+bNc8IgD4W9JSUl+Zy/MQ7MT/s2mAFn2Ft1dTVvvfUWc+fOxWq1eoW96fV6jEajT+XiUjj22/TfOKMOWltbefHFF5k1axaBA0NiDx8+zNS5YLfBu+++6wKk889P8+sfoSva4UgfRpPJJI+Y/49HHbNCV6wZNJ5zr0rh3EXIPl7LnXeNYfpYHS/uOMayaePQhA02BR42lpFqtRMcE41dFFG4fSAL6uuYHp+IIAhUVVWh0WhYsWIFZRY1b+85ybbf3iJPGThz5gynTp2Sf7aiokIe0+IpLCPlbzwZFn18FD9eMwjNeiHnIGPTxpDpJWckyWQyoVKpuO6661AoFNjtdhoaGuQdsbMDAkeORMIgh4QE0eGWcO7t7XXJ34x0b+cJxsNdp1AoWL58OUFBQS4nIHfYGzjG1WRnZ2MweIa9SfPTfMFES+HYkTADUghq8eLFckm0BHuT1ik5IHBshI4fP+7xBASu+RtfypylgovhJOcJ580jNDSCI/t2kJPdgCYKVt2YjtncIbN2AJ8Gn/rl12h1RTscydGcOnWKrKwsFAoFU+fZaW8RuP7m8VgsFoKCgqiscvBvKst7+ej9r/ntHcu587EPeHHHUf7zzmvlxPhdY8ZxquA822ur2fPh+/z7/IUsHzPY+9Bns6JWqeTTiGQwAhQK7AgkJafIu2WbzUZ1dTW7d++mubmZoqIiuX8lLi5O3rlLDujipRIA9uTXcLj8EA+vXzykqAAcye62tjbmzZs35Hueno9er3cyeAK93Qq0kXrm3zEfURSpr69nz549VFVVUVFRIRvOgNAgwiMF2QFpNJpRz0/7JpgB9xOQhDrYu3cvly5dorW1dVjYm69jaobDRLvL6KH/xhPsbf/+/eTn52OxWGTYm0qlkidNGwaaZiVMtK+nXl+qyYxGI6GhocTExPDbRzaTe8ZIZKSatuZubr1tPeHqYPr6+vjqq684efKkP3/j1z9EV6zDcTYY11577eC4jhN5qDWd/P3vHyEIAklJSXR3d6NWq1m8TM/fN5/kutVT+f7yGXxw4AyFpnr+7YYFXD01jSizI2fxwDXX8mpBHj/Z9QlLUg28s/4WAAQErHa7nPCVyaIBDoNutdnlf0vM+p6eHiZNmsS6deuoqamRd8Vnz56VT0D9ChVmSz8qAU4Ummjrs1Fc1cRzD91IuNvQTl+T0p2dnTQ3N8sDKVtbutjwp52czioDHCfAnz6ygoSEBPr6+khLS+Ouu+6ivr7eEY45mE2ouoVPPvkEcPS5BAYGolAoRjwRjAYTXVNTM+y0Ygl1YDab0el0/PjHP3Zh7bjD3qTTY1hY2LCwN0/hWE+S+m9GmoqtVqsxm81ERUXxi1/8gs7OTpcEvzPsTQrXhoSEDAt7c2Ciu3yqeJMcU2tLN2eyy/nBfYvJz60gOlZNuNpxig8Odjgdf/7Gr3+UrliH48yVDwoKYuzYsYwdO5ZrrrkGi8XiMrK9tdXBgBOEQibPFnj91Q+4+95VjNddw1t7c3j0tZ1M0sdzVXQfUVFR3DZzNjdNm8Ed2z7C2Ob42Z7+fqo7O1g/YeIQoz/ocGw4P3LJYOj1etkBhWmiyWkUOW220t7aREyQjRS1gFrpmIKwRNNKSJKG8/Ul/PLZd/j9T75HUtxg17jR6Bsm2vk0Umlq5v/87D26uvr46SMraGvtZsv7x8nNMfLwL6+V8zeCIJCQkEBCQgJ2SxR/+O1W/vD4WgKDzRgHeldEUeSvf/0rkZGRLqcL51yElL+5XGXO/f39VFdXM2/evCGsHXfYm+R8Nm7c6MLakXJVznPW4Jthoj1JCpNJCX21Wu0V9iaddD/66COZtSOdeJ1hb75uLpzDsadOOE7KcxaMY8um46y7xXW0j6/UV7/8+ia6Yh3OcAlfZwdUU1PDm2++KXexn8k5R1d3K1s+/BBBELghJZH+sQkcu9RMdW8zliANzR3dRKlDKWttZcXYcQAUNTZgF0WmxiVgyjnjwpXvNfcjCBAQ4LpTdV5jeV0Lh/NKeOeL0/Sa+5kzIYXblk5n0eQxhClFXnzxRebPn09oaCgmkwlLrwmbtY63Xv0rsbGxsuEsLy/3OcSiUqlISEjgr898QU+3mZffvp8xYx072/mLxrPhT5/y/NPbmDgdEhNdncPk6akIgoCprJO77l3M1KlT2bBhA7NnzyYmJkYuHc7NdYzfi4yMlA17aWmpT/kb4wjz0yRJmAFPhtfZAU2dOpXCwkKmTZsmJ/CNRs+wt4sXLxITE+MzJvrb9t9IsLfMzEyKiooYO3YsmZmZ8ho9wd7Ky8sJCwvzOX9jMBj4+lA24epgLOZ++i02ps4YrNRrb2+ntbXVJz6QX///lyAIwcARQIXD1n8siuIf3K5ZAjwPTAXuEEXxY6fv7QXmA8dEUbzhcqzpinY4viR8pQ/j3LlzUavVLL16GT+97w2s9i6uWZ1Gn7mNuooSMgIdJ4z+vg4+3/sFiWkp9PT1Mj/JYQzP1NYAMCUunneNRpcpu+crGtDHa+Xp0873DgoO4Z7nP6Gm2QF4mzchlV/fvowxCYNGRErcz5gxg7i4OBYvXozNZuPRFz/E0tHM2IgIF9qo1Wpl9+7d8q7Y0zMwGo2kpqZis4kcPlDEVUsyZGcDMDEziVff+QkvPPs23b31/Pk/d/PiG/ehjpDG/4cwZlw8eWdN3HXvYvlEMHnyZPR6PfPmzZNhb86Jcwl1oFKp+OSTT+Q1eqrGMg6UOY8GEz2cpP4bqXR4xowZQ2Bv5eXlsgNSKpVs3brVpVrP3ZEbjUaio6N9xkSPdBqRwrHp6ekurB1vsDeFQsHmzZtdckDuE7olTHRMTAxll+pJGxdH/tkKBAGmTBt8Zr6u0a/vjMzAclEUuwYQM8cEQfhcFMWTTtdUAPcAv/Tw808BocCDl2tBV6TDGU3C12QyuRiMAKWCR393I//zu7/zt5eLmDojlX/7xX0Ul+Ry+vRp+kUF5RcLKT1fwB1A7VdH+LKqmry6GtI1GoTe3iENe0UV9cyb4GoMpRALwRHUGDv59W1LWTI1DV20a7m1tEZ3rnxAQAAzMjN4cccx/vTITUSFB3PkyBGOHDmCVqslLy9PZu3ExsbKBkmv18vd/jNnzsRisdLZ0UuKPnrIfe02O/22DjraBLq7LFgsVpfvT5uhZ8+nZ7BYrBgH+m+cy5ydYW+SAzp9+jR79uwhPj7ehbXjDnsLDQ0dMX/j/HwSExN97r9xRys7w95EUeTChQts3bqVpKQkampqXFg77kUIvuRvpDVGRUUNKaf3dB0MNfrusLfKyko2btxISkoK7e3tXmFvCQkJcv7GbhcpL21g1drp5J01MW58gpy/kZ6PL+FYv74bGhik3DXwfwMHvkS3a4wAgiDYcZMoigcEQVh6Odd0RToc5/zNcPLGlc+YqOOdj37G7k/P8Mrz+9i5/SzJad30o6RTm86Gh2/i0b9voauhEYNKxcmTJ4mz24kFPvjgA8DhUPr6+ujss9LU3s2kVNcPcUtLC52dnaROGg8XLjF/ot6jswHvc63mZjhOV6eLK1k1ZwKdnZ0EBwdz7733Yrfbqa2tdckLSA5Icq42mw1R7Ec/JoYLhTXy+4qiyLGvLvL6S5+TPrWXxMRk/vzYXS7GqbfXQk1VC2azldqaNp/6bwRBoK2tjYCAAO6++26USqVX2FtYWBh2ux2r1Upra6tH3DUMzk8bDSZ6uP4bQRBobm4G4NZbbyUsLMwr7E2lUmE2m7FardTX13uFvUlJe18xA87hWG9qaHDwDm+44QZiYmKGhb319/cTHx9P7tkizGYLqfoY9nx6lrU3u5aGm0wmn8Kxfl0eVVU4cqf/SAmCEADkAOOAl0VRzPqH3nAEXZEOx9e4+nAJ3yCVkjnzxwKQMSGRc8X7qe0VmD0zmQClkmOdHaycnMm9164kt7qKn275gB/q0+gsd9z7s88+Y9euXYRropik7kMb0OdCG5XWOGH8ODh4CWN9K4aEobH44bjy+WW1ADJe2ujUGCol5ZOTk1m0aJGLA5Kq3w4ePMjBgwfRjw+moa6ZgoJzhIVG8bfXjnHy60tMmu7ohr/zBytcnE11VQv/97d/p8LYxP0PLSc2LpS6ujqWLl067POW1uiMGfAGe8vOzqa7u5uTJ09y8uRJmbUjnS4k1MFw+RtnSfPTfOm/MRqNxMbGyqFIb7C37OxsampqyMvLIy8vT2btuKMORjM/zegWjvUmk8lEeHi4jBnwBns7ffo05eXlFBcXU1xczPzlUFx2grgkC/q0UGw2GwEBAf78zXdXMYIgnHb6/28MUJMBEEXRBkwXBCES2CEIwmRRFM/901c5oCvW4Ywm4evNEOSdcYQ3UsaEk5PfR5M5mNnjU7jQ1Ei7uY/5yY4TRk5DPXWBStatXMkHr7/B5MmTmTlzJkajkRNn8kkLtXDy8D6yvvqShIQEDAYDNTU1hIWFkZnuuLexrgWmjfV5jR8fzWfD1sPMm5DKVZmGEQ2GQqEgKSmJpKQkcnNzGTduHEuXLsVoNHI6uwCLtZ7t27cB0K8QWHtrElExQVRUdMpjakRR5KsDRbzw1OcIgsBjz36fWXPT5NH+IxlUs9k8bP+NM+zt3LlzJCUlsW7dOvl0UVJSIldwSQ6or6/P8TcaobCgpqbG5/6bysrKYTEDkgM6f/480dHR3H333S5jbtxhb5JG2gBJ/Te+OqbhTiOSAyouLiY0NJSHHnqId9/eQ0H+BYKDezGMFzmVs5+z+V+RkpIib4T8+Zt/npJTo3nm5R9+q/d49pUfNYmiOHuk60RRbBME4TCwCvA7nMslm82GyWTCZrPxzjvvyLtNT1VR7vkbd+WdNaGNCae3z1H63GYPYsqYRDYXOsI+8wYKqRwf2QAAIABJREFUBk5VV6LXRKLsM9Pd3c2YMWPkr23n2mgKiOTxu5fI4Y5Tp05hs9kA2LLpPWZH2ygvL6Wvb8oQ3LFxoGHPOX/T02fhsc0HCA5S8vj9axzVYj42XXZ1ddHU1MT06dNlB6RPmcC933+FcDVMnRXDhAlh1NZV01rm6Dt69dVX0UbFk5fTyLmzzejH6Pj9n28mURclP0f3/I0nSf03Ixlei8VCdXU1CxYsGMLaaWpqkp9jaWkp3d3dALz22msus+DcYW++nnpHixnIzMwcwtpxh71JZfevv/66yxrdYW++rlEKx450nfSeBoMDUV5XJWLri+fQ7kaUgQqefe178hrLysoICgry52+uIAmCEAv0DzibEOBa4Mn/zTVdcQ6ntrYWq9XK+PHj6erq4ujRoxw5ckQOMUkfeJ1O5zF/I0kURfLOmpg2Q+8oQ0ZJuj6J4CAlWQMOJjo0lAtNjWTXVHNd2rghpxFRFCmqqOfqqWmyAwJH/P3VV18lPT0di8WCLrAHof4iTz75JImJifIaU1NTXcJkkoqrGwF4/P41RA5MlZYSviM17Hk6MSWlaLnnx0sZMzaOq5ZkAA7H9Mwzz2DQj6G6soX6uiJCNTB3KWi1PZzOOYaheRD2lpyc/K0x0ZK89d8IguDigPr7+3niiSfkaQzDwd7Ky8tHzN94ez6eNFw41tkBiaLIk08+SXx8PFqt1mXStDvqoLy8nIiIiG+EifYk53CsKIqUXqoj1RCLsbwRa7/gAnt7/vnnhzhAv77zSgTeHcjjKICtoijuEgThj8BpURR3CoIwB9gBRAFrBUH4H1EUMwEEQTgKTADCBUGoAu4XRfGLb7OgK87hSB/GG2+8kbCwMPr6+lyaPCUHJM0O6+npoby8fMgJqLqyhZamLqZOT6WweD91A/kbgAtNTdR2dTL51RexDmCpl6QaMOUXuBiM2pYO2rp6hxQMVFU5aJkrVqwgJiaGxz7Yz8ncczx6/XRMJhPZ2dmcPDlYuRgVFcXFixdJTU0lJCSEC5UOhzMhZdC5SI5ptJgBcBjyu+51DXOZjI4T05ef1dLYYGXt+nmsvDGDxsbaIbA3cFBRCwoK0Ov1Xichj2Z+mq9lzna7nfnz5zN+/PhhYW/goKLm5ORgMBi8wt5MJpNL/ma4NcLIRr+hoQGz2czMmTPlE5A32Bs4QoXSaBlvsDdPmGhPcnZMFaZmGhs6aWxwlN9HRg7O62tvb6e9vd3Pv7nCJIpiPjCEjS6K4n87/Tsb8NiBLYriyLOnRqkrzuG4G4zg4GDS09NlkJXZbKaiooLjx4/LH/YLFy7IgC9pt3ku14E/TnXL3wC8uPoG9pYUEyAoSI+OZkJMLOlRWp7d+RmpegP55bWU1TTz2UlHP0emwdXhGI1Gl4Rvmi6aj4+JTJ4xh6VLl8oDJrOysrhw4YLsMMEBe6vrERirEVCrHP0WHR0dtLa2ugDFhns+Eibam3JzjHywaQ8h4ZCo0/GnDSvlHp309DEusLfs7Gxyc3Npampi+/btgAP25ny6iIiIGBUmWiosGG3/jTfY25kzZzhx4gTd3d3s2rUL8Ax7Gw0m2jjK/hvn8Jcn2FtBQQEHDhzAZrOxb98+YHDStHsIbqT8jfO9pXDs7k/PuHzvsee+L//b16kKfvn1bXVFORxfDIZKpSI9PZ3Tp0+j1Wp54IEHZGaIyWTi2LFjHD16FESBmQsV5BU4Krpa+gP46HAupoZWZqcn8/Cs+ZTXtVBa28yec0UYK6vRdnez+UQpFQcrAQgOUrJgkp705MH8i6eEr1SdZqxvIUYThlKpxGAwkJeXR2hoKI888ojLnDV7nYnJISJPPfUUCQkJsnNNSBh+OrRz/sabNr52iA/f+5o5SyAmNp6H/3i3R8OmUCjQ6XQEBwcTEBDAL3/5S5fThfMJSKvVEhUVhSiKLrkoT3LO34wkk8lEQkLCkLyXJMkBSd//+c9/Tm9vr/y3NhpdYW9xcXFYLBaio6OHnbPmrZzek4xGoxxi8yaNRiP3EN13330ynVNapzPqQKfT0dnZSVRU1LBz1qR7S+HYSZNdN7HpGYku1/n7b/z6Z+iKcjijSfhWVFQwadIk2QG5n4BefHYbsfEBlJU5hlleE9tDZ3UB20vO8aZFSUt/ADbRYZCClAFMj3OcNlYvmcuEtFTGJkYTHBTIvpyL7DxeSHiwitDgQOjvo7OzkwhtLK1dvYSpAjHEOxzOhcpG+RQFgwYjMDBQjvVftXARix95iVvnj2V2SoSc8AV47733iI+Pl3fE7rA3X8JAra3dBKlAFWJjxoxMn3bRKSkpcpguMTGRBQsWYLfb5UGfJpOJkhLHDK/t27dz+PBhr7C3qqqqUWGiR9N/ExYWJgPsPMHeJMP+xRdf8PXXX7uc0pxhb/X19aOan5aRkeHTGqVwrCAIXmFvUvjt2LFjZGdne4W9uZfTp42Lx5AWi7Gs0eO9fQnH+uXXt9UV5XB8TaYO1xehUqkIC4nmQp6V0DnJRMRVotMlkpKSjNFoRFNTgyhaQBBQR0YzxmAgc2IGuWfPUFVl5oF1S2XD9KdNX7Lja9cKxNQQCzM08Kdtp+jamgNAoDKAiFAVG/eeIjBAwbqrJtPX0+WRK19a24zFJjJ5wniunu0wZC+++CLh4eGMG+coXJBw1+AKeyspKRmSv3HXDetmkp111qfn2NfXR11dHVdfffWQ7ykUChcH9Oabb2Kz2Zg2bZrcPOkOe9Pr9dTU1CAIwrean+YsaeqENBXbWe6og02bNtHS0sLChQuHnICcYW9tbW3AyCGohoYGent7fcYMpKWleXTwzrC3/v5+SkpKWLVqlcxWcj4BSVMGzGYHHM/5+dhsjnyjxil/09HRQUtLC7Nnj1hZ65df31pXnMO5HAMXwyNCmDlnDCWXjEzVWjmwp5IItY1pMwwsv/oqQsKsXCouoaq6kvyzOeSfPY0oQmBgEAcPHsRgMKCOimHPqfOsuyqTn669iq4+C919Fk4c3k9jXTW/vHMVPRYrmw+coaqpnXULMimpaeLJjw7x9udZrJ/mCG+4G9QLlY4Oc6lgwDl/s2DBApYsWYLVanUJwTnD3oKCgvjiiy9kA+8Oe8uYpEM/NhS7vXtYxwS+J86l/ptFixaxYMEC+QTkDfYWEBDA3r17ZQPvaRyM9Df0pbDAl/4bu90u99/MmjVLZu14g70JgsC+fftcxtx4mrPmy/Npamqiu7vbpxOT5JicT0DusDcJdQDw5Zdfys+xutoxQeGFN+4Z9Rr98uty6IpxOKNJ+JpMJrRarddqqoiIEJ584S6+/vo4+/d/ybJr5lBU0MCnH2fz8Yc2l2vDwlXEJUGSoQ9lQCDHjx/n2LFjIAjMVSvIVJtpb6ojNTWVwMBAvmxtZPy4sdx41WT+9sUpqprauWXxFH73/eUA5Fyq4q09WeTkFZEYLLAzp5w7lkXK0wQuVjYSqgokJdaRE/BkMJRKJampqaSmpjIubTIFeRVoY0X2fL6T8PBwFwckwd6k0ExYWBjR8QpqKkXOn6thynTvBt1o9B0z4M6/USgUMupg/nwH7K26upqNGzei0Wi4cOGCy6Rp5wS/BHtLTEz0mr9xXiN8s/4bT7C35uZmXn/9ddRqNRUVFS6sHecQnDQxe6T8DfjuuFtbWz3233iCvb322msEBQXR2toqhzPnXg0drWA0nQfBMejTn7/x65+pK8bhSAYjPDxcHtfhSVLCV+o/GE7V1Q5M9P3/tgoAs7mfC4XVlJc1kqiLYkxaLLHxEfz+d68Bfdxz74+IitJgNJp4etNOYkJsnC/IpTDvDAqFgri4ODo6OggLC+OjAzm89MnXrJ4zgd/esVzeHc8en8Ls8Sk89cyztFoUvPrZCd7ff4Y7lk5nTkYKnx4/x5yMFJlCKmGi3Q1G8YVaPtp0nGOHL2C3i8TE25kwHSLCxnHT+jmI9Mq7YmfYW0xMDL29HYhiADt3ZA3rcHyZnwaD/TfDOSZBELBYLIiiyOrVqxk7dqzLCcgdddDe3k5aWhptbW3DGnQJE+0J2+2+RhjeMQmCQH9/P1arlWXLljF58uRhYW99fX0kJibS2Njo8QTkfG+1Wn3Z+m9sNhs9PT0sWbKEefPm0dnZSXFxCW++8hkareiCOpDez5+/8eufoSvG4UgfxsOHD3Ps2DFSUlLkHbFOp5ON4mjnWo0fP15+TaUKZNpMA9NmDv5sVUUzbW2NJISriItzGJXKbjjdqOCZB9excFKqXNYsGaNTp05hF+H65FAWpygpLysjJSVFrlRqa2ujp6uTdatW8UPdGN7ak8Vbnzu+YjVh/Ndd17r83s4J3472Hv7rlx9xvrCa0DAVt965gIVXZ/DFF5/T2l7DB2+fZtNbOYwbn8CipRO4buVaYuPUcghOWqM21oaVIl566a+MHZsm796lcKWEifaUv/H0txlNmXNKSorHSdOSAyoqKqKtrY3S0lJeeOEFr7A3aUzNjBlDWhE83tsdE+3tOkCu/vIGe7t48SLFxcVUVVXxyiuveIW9jZS/cZbUfxMTE+PTGqX/xtVqNcWFPZSeV3Ddmqn89JHlGI1GLl26RH5+vj+c5tc/TVeMw5HCZNddd528Kz506BDgCDGlpKSg1+vp6ekBfOOS9Pb2jnjdJx9no9GKjB07RjYYWw7lkqiNYMnUNAIUChn21tHRQWd3D8fqA5gUH8rEuGCyTp7kxPHjCIKATqfDYDBgH2gmNRgMxMfH8fSDaymtaWL7sXOsuyqTWI3DKHpK+G794CTnC6sBeOBn1zBv4ThiYiM49JWF8fFj+bcH13Ds8AWOHrrAO28cZvM7x7jv35Zx021zSUlJkUunV1y7lldf+pTQaaILa0eCvUnNm77kb3ztvzGZTOh0Oo+YAWcH1NfXR0VFBffddx81NTVDYG8S6iAiImJUmGgpJDXSGr2FY50dUH9/P8XFxdxzzz0ulXDusLfo6Gi6u7t9Liww+NB/YzKZhmCi3994BIC77lkkw95EUfQ7HL/+qboiHI4UJps6daoM1wLo7e11mWl1+PBh+Wc++eQTebeZlJQ0JCzka/iisKCUBAOMH+8gfxZXNZJzqYpHbl5MgFOYQhRFii+VUNlpJyYhlT8+8j3CgoOwWCxUVVXJazxx4oTscHbu3Cmf0lJTU/nVbUtd7u0p9j9+QiLJqVqaGjt5fsMeAJKS1YzJbCNIGYPFbOWWO+Zz650LqK9t46/PfcFrL37J10cu8qv/XCuXyM6dP42/b8on72QbG7f8ioaGetlo5ubm0t/fD+ACejMYhsLepPzNSAZVwgz40u1uNBpJTEwkJSWFlJQU+QQkTZqWdu/S5mLv3r1cvHjR5QTkbLRHOz/Nl3CsyWRCo9HIubGRYG/79++ntLRUfo7usLfW1lY6OjpGNT/N+ef7LY7cY1Ky1uU6T+FYv/z6R+mKcDiSwXD/MIaEhLg4oJ6eHp5//nkiIyPp7e2VHZBSqSQ5OVn+sCclJTlKoDWaERO+sxckUFXbRGOd4wN97Fw5AIunpLlcl1VQTF9vD6Iqmpd+fhNhwY7wUlBQEGlpaaSlOa7v7+/nhRdeIDg4GKVSycmTJzk+cAJKTEx0cUCeDMaS5RNZsnwiNqud0pJ6zuVVUlBwDmhj946LfPROMeqIEDKnJpMxUcd//elmvjpQxMvP7eOh+15nxlVmli1bBsANN8/iz/+1nbPZRuYtTJdRBzabjVdffRWbzUZkZKQL7C0mJkZeo4Rx/jbz09wlTWFwL+N1njQtoQ42btxIW1sbycnJw8Leyssdf7OR7t3Q0OBzONZkMsm9Xc5rdIe9ffjhh1RWVpKRkSFX68FQ2Js0Dmmke7e1tQ0pp+/tsXi81j0c65df/2hdEQ7H19NIR0cH/f39LFq0iKlTp9Lb2+syZcDZAdntdmJjYzGOMJgyIkrEVqngvTePc/Xy6SyfPo7Xdp3gN2/tJiYijD5LP73mfnqbq5mhgUd/uFYeuOlJPT09dHd3s3jxYubNmyfv/KWdu7MDUigUREREUFJSQmpqqkvFVoBSwfgJiYyfkIgqvJH8/HpefP3HFBXUcC6/ktzT5Zw8dglrv417HljK9FkGnn9qC1DH3k8vMTlzJguXZKCNDuezHTnMWzhoPPv7+2lpaWHJkiUsXboUm83mFfamVCoJCQmhuLgYg8HgNUcymvlpvpY519fXM336dNasWeNyAnKHvSmVSlQqFZcuXfJ4ApLk639nEibal1BVbW0t6enprF+/HsAr7C0gIICAgABKS0ux2+1eYW+eTr2fbnP8La5bM1jB6e+/8et/Q1eEwzGZTKNO+IJjF5mRkSF3gksO6Pz58+Tl5VFfX8+7775LQECAnAMyGAyyAxJFkYoKEwaDgRMHTGx+5xj3P7ScX9++jK1f5dHVayZUFYgmLJgUbQzWzhbGG4Y3qO5GLTAw0GXStOSAiouLOXnyJG1tbXz44YfyCch50rTkgKRqspTUWFJSY1l5vWOI5BP/8wkfbTrOshWT0RtiWHKtnlOnGsg7U897bx/hkV+vYeX109jy/td0dvSijnA4SgkzIK3RG+yttLSUQ4cOIYoi27Y5WDsxMTEuUwakv5nRaPSav/H0fEZyTDU1NS75G08noKamJsrLy/niC8cA3J07dwJ4hb0ZjcZhy+m9/Q29qbm5ma6uLpeTuTfY2549jvCotFaJtSM9R8kBGY3Gofmbtx35mzt/NJhH889P8+t/Q995hyMlfH3hyhuNxmG58pIDam9vJy8vjwcffNBlsu+RI0f46quvZAMbFxdHV1cXixcvZsUaDR9/eJLrVk/le4sdX5JEUeT5558nLW3MiAlfTwbDWZID6upyoMrvuecebDabvCM+deoUJ06cQBAEEhISSEpKorGx0WPe4cGHr+PU8RJe2LCHZ17+wUDsX0/jWCt1NY5u+riECEQRurvNssMxDvTfeOPfSLC33t5eAG6//XZCQ0PlNRYUFJCT45iyEB0dTWpqqs80Tml+mq+YAW8GVUIdWCwW7HY769evJyEhQV5jaWmpC+xNr9dTWloqT6Ue7u/oazjWF8cUGRmJXq+nv7+fNWvWkJ6eLq/RaBwKe5PG+DjLYrECkJwyNH8z0vw9v/y6nPrOO5zhuCTOkuLqo0n4xsfHk5CQIJ+ApOoo6QMvVW7t27eP+PhE9Okir760g/95/EcuJcBtbW0+J3ylpL0vjkmlUpGcnIxCoXA5AVVXV8thGWmA5tGjR7l06ZK8K9br9URpw/jxz67huSd2s/vTbOrr61m2bBllRfVUV7YAkJdjQhsdTnyCxuXevmAGpPyNXq8nKCiIpKQkFi5c6IK7NplMnDt3DlEUZRyy887deRqzND/NlzCQ1H8zGsyAWq32CnsrKSnBarVSVFTEc88951Io4Qx785a/8XZvtVqNVjsULe4sZ8fk6QQkOZ/y8nJ5OOmGDRvQ6/Uk6ZIJU4t0dw69tz9/49c/W995h+Nr+GK0/Tfp6elDjH5wcDDjx4+Xe3O2bt1KeXk5M2bMcHS+p1qBGh5//AnU4VpCQ7QEKSPo7ukAoPRiJ8MRBEbDlfdmMAIDA2VDCLBr1y5yc3NZuHAhFRUVLqwdKQQ3fW402/9+EP14x3PUxnSTf9aEzWon51QZCxaPl5+FND/NGybafY06nW5I/40z7nrhwoUcPHiQo0ePsmzZMqqqqlwmTUdHR8sOSKlU+oyJrqioGHYqtiSj0TNmwB32duLECfbt28fy5cupr6/3CntTq9X09PRc1jJno9GBGfDUf+MMe8vLy+OTTz5h+fLltLS0yOXiM64CCGDLli0YBirgmpubPc6X88uvf6S+8w6nvLycoKAgcnNzMRgc4zo8TRkYKcQiSUr4+mIwKisrGTduHCtWrACgu6uH3//mb3R2N6PRNhMe0YwggCg6vvbvO8rcqwykpKR4PB346jw7Ozt9NhgVFRUYDAa58kyq8nI+pYVH2QgbiP4UFhYSHNZHT28vebkmOjv7mDN/rMv7uY+p8SSLxUJNTY08rXg4SY5pyZIlADJrR1qjO+ytqKhIrkr0lE9xz99402jCsRUVFURFRcmO1hn2JpU4O8PeLl68KFfdeYK9SfkbXzdAvjqmkJAQFi1aJF9786rHCQ7rZ+0tGTQ01LrA3nwpavDLr8up77TDkQyGQqHgwIEDgGOHL03MdXZAJpNp2PyNJF+NfktLyxCDERYeyhPPPUh1ZQvBIYEICpGmpjo+++xT+vvtJKdZef/994fA3iQHZPRxrpWva+zu7qaxsdFlvpzE2pF+1mq1Ul1dzXvvfYDZ3M/p0znY7TbmL4fPdm0lbYIdTbSN3t5eQkJC5PyNL/PTfClzlkKA8+bNk1+TWDs6nc4F9rZt2za6u7u5ePGinF/RarVDUAe+bi5GE441Go0u4VhvsLft27fT1NREdXW1bNw9wd58nZ/2bcOxnR02OjsUfP/OWwHHKXrHjh3U1tb68zd+/dP1nXY4dXV1WCwWbrnlFgwGg0uTp7sDMplMjBkzZtg5azDIJfmmCd+gIKVMxwRQqRwzwkKC9GR/3cRjz62T1yjB3iQH1NDQQGxsLFarddj8iDQ/bSSD4UslklKpJC4uDru9n86WEKpbw7jtrun8fcsBImPMJKbCzp072LnTAXjr7OxEq9WOuEYpf3M5MAPOc+hmzZrFihUrZNaOcaB7X5o0LXX5q9VqbDab1/eU1ggjOyYpHDvSnLXo6Gja29uZNGkS69atc5kwYDS6wt4CAgJQqVTY7fZhixB83Vx4Csf29g7tv9FoNHJlnD9/49c/W99ph+NsMMLDw8nMzJQpjN3d3bIDkhK+ly5d4sknnyQ1NVXeFet0OtkBSTvZcePG+RS+CA8P9znhiy2UwMCgIbA3ac5aaWkpfX19VFZW8sQTT5CUlCTviJOTk13yIEajcURMtHRdYGAgOp1u2Oskx7Rm7WKe/tMBcrLqqSxTUFkGP/rxYhZfY5CT0nV1dXR3d7Nhw4ZhYW/GgTLn0WKivammpkbO37izdpxhb0bjIEjtueeek1k70hqdT7je8jee1gi+999Ipwz3SdPODqiwsBBRFHnllVfkE5An2JvJZJIx0aNd40vP7AXgmpWDIcPRhGP98uty6zvtcEwmk1eDERYWxqRJk5g0aRJZWVns3buX66+/noaGBkwmEwcPHgQcJyBp0KdGo/GpYW+0c61CQ0MxdwQQrHI9EahUKsaNG8e4ceOIi4tjx44drF69WiY8Op+AkpKS0P+/9t48PI7yzvf9vFKrtcvWLlmWJVm2sQEL7wsYbJawhSxDIIEEQjgwmZBzMnOSeeZMcjMzd+bemZtAJibMIYEEZggxPmwmECA2Nhi8gndhW8jY1lKtfd+sfav7R/dbrmpVdZfASwve7/PosdRuq37ult5f/dZPQQHZ2dmuDwyfz8esWbNCRnTgP6w8Hg/Xf2E5hz5oZMc75cbfrbhyHgUF/uaC3NxcfD4fN910E8PDw2iaPext5syZ1NfXu67f5Obmup6/sYsyzA4oPz+fU6dOccMNNxAVFWULe5PrZnw+n6v6zblIx5odUGFhIWVlZaxbt46kpCRH2JtsxXbTtejz+SakY9/e7E873veXay3Pc7JRSel8a8o6HLnXajLzN+Z2WnMEZHZAAKWlpUbaIS8vb8KBLes3k9lrdezgKN5Y55db1m+WL19uHC7mCMjn87F37150XQfg2LFjxnJRiXg2q6+vj5aWFtcHqsQMPPQ3N3JwXyV9vUNMT01kzrwcy/Oio6NZunQpMTExXHPNNYyNjRlt2D6fz8La+eijj4zivR3sTQ6xuunK0zSN7Oxs1/M3ixYtIjEx0Rb2ZmbtmIv78qbDrE+CiXabjr3sssvIyMgwIiC5adocBQFUVlayadOmsLC34Bugnz16N2VHa8mdkWp5npq/UbpYmrIORxZ83XST2R0Y5ggI/Ctlnn/+eVpaWhgaGjIckISZmRd9uk2xSK78FSVLKDt6gJIwMLPgO1lzBAT+zq9NmzZRWVlJTMxZ2JsssstDMz8/3/Wd7MDAAE1NTaxbtw6AtPQkHvjedfzHv28hOjrK4O5IG/Py8iy1m+joaAP2Bv6W5Ndff51jx44xffp0C2tHwt6kA2pubnaFiZbzN24GQzVNIzMz0zJ/Ywd727ZtG/v27SMnJ8cR9lZQUMDQ0JCrreGTScf6fD6SkpJIT083HrNDHezdu5ft27dTWFgYEvYWExNj206/bGUxy1YWWx5zm45VUjofmrIOx+2hL7ny4Z4XHx9PR0cH8+fP5y/+4i/o7++3REBm1EFsbCxer5e+vj6mT5/uuGdN2rj1zQpGR8b47g9usH2exESHu9P3er10dHRQXFzMN7/5TYaHhy0RkNkBxcfHExUVxcDAAMPDw461lJqaGsD6Oi5e7h8ivfe/nZ21kZjocPM30dHRdHZ2MnPmTO677z7GxsYsuGuzA5JOYWBggL6+PschTXP9JpTk/M0VV1wR8nlCCDo6OkhPT+eee+5B13WjBhSMOpARVX9/f0jYW1tb2zlNxwohaGtrIyEhgbvuugvAAnszR0AyHSm7Ep1gb6p+o3SxNWUdTqj6jVmhcv9myQNDPi8hIYEFCxYYrbBmB3To0CHGx8f5/e9/b2HtyAhIOiBN04iO9nJ4Xz1//Xe3WlbD29kY7rDq7e2lvb3dAIp5vV6DtQNYHND+/fsZHx839qwFR0DykJL1G/OaGq2qBcCSTpPzN+Fex+HhYerr61m9ejWAsYcuPz+fq6++2uKA5BLS1157DfBHQOZNCNIBuX0PGxsbXc/f+Hw+o8FErgEyR0AyBbdnzx6EEGzbto1t27YZq2bkaykdkNv3sKOjwxYTbafgqDc4ApJ71nbv3s3Q0BB79uxhz549jrA3tT9N6WJrSjqc8fFxNE0zDoxQcsuVD3dgSAeUlZXqUll7AAAgAElEQVTFgQMH+MIXvkBaWppx527eNC0d0KmTp2htHGH56rnc9lXnu0pZv/m08zfSAeXm5rJnzx7Wrl1rYAw0TeODDz5g7969Fgd08uRJCxEVoLqiBSGgYPbZzijNZZtzuPkb6YByc3PZuXMnK1as4LLLLjPu3O1gbz6fj8zMTNf1m3CHfnNzc8j5Gwl7y8rKYufOnZSUlLB69WrDxlOnTk1AHbS2tpKUlHRO9qfB2XSsU+OFGXWwe/du5s2bx80332zYaGbtSAd05swZYmJiyM3NDXltJaXzpSnpcJqbmxkeHqasrIy+vj7jbjM7O9uSm5bpi8kUfN1y5efNm0dGRkZY2FtqBszMH2DXrl0TIiDztd3uT/N6vWEPDHknW1xcTH5+voW1Y07BSdhbZ2cnTz/9tHFHXFXZyIyZacTFna3VaJr7/WkSEx1Kcv5m9uzZEyIguWdN06ywt9/85jeW6CI4BScdU7j9aW4jJpmOLSoqcsRdSwckF5U+9thjlugiGHUgMdHm+k0oG8M5JnM6Npi1Y4a9aZpGT08PxcXFqn6jdNE0JR2O/GWcP38+9fX1xtxFbGys0fIqc+STKfgWFxe75soHHxjBsLcd7+1i5673mJacw9jYyATYm7QxJSXFNZdEtjl/0vmbmJgYC+zto48+YtOmTZSUlNDV1WWwdnQvFM2P5+233zYceWNj46fGRAfbaDd/E4w60DSNZ599loULFzIwMGBh7WRmZlqQETU1NZatCqGuPRnMQLBjMuOuV65cSUtLC0888QSXX345Y2NjE2Bv5jRhdXV12PqNvPYnnb+RNpodUG9vL7/85S/D/i4oKZ1PTVmHk5aWxu233w5gzK3Iu2LpgGQk0dbWRkNDAzk5ObaHdVtb2znnyn/8cRUjw3DLHbcx/7I8C+xN0zR27tzJzp07DXvkXi4n2Ftvby9tbW2uF1Lm5+eHnb+pq6vD4/HwpS99CY/Hw8jICJUV1fz7z15g7qVe9u/fb9RZ5OqWU6dOTYC9SQXXb0JJYgbsvo9Zsqnh5ptvJiEhISTsDfw1krKyMgoL7WFvwfWbcDa6ScfKiPLaa68lLS1tAuytoqLCWMUD/nTZkSNHKCy0bpo2K7h+4ySZjnXCWZifB2r+Runiaso5HLsDIyUlhYULF7Jw4ULA342jaRrvvvsuPT09RjE1NjbWsmdNOiC3v4ydnZ2cOXPG1S9ta2sjvT1RzL3En/5ygr29++67tLa2cvjwYQ4fPmzc4UsbpQNya2N/fz8tLS2uD1Szg4uJiUEfT8RXEcX9D9zCiitnU1dXx7vvvktdXR0nT56kvLzcEfZWV1fnGhNdW1vreit2dna2McPjBHvbsWMHFRUV1NbWUlVVBdjD3sLVb6Q+TTrWCfa2e/dujh8/TkdHB2+88QZgD3vr7u6mu7vbteN2s6bGbTpWSel8aso5HDcHRnJyMpdffjlbtmyhpKSE6667zpLLPn36NOAvshcUFNDT00NCQsI5W+zZ1dXFuD5McmIW0R77g0A6oG3btjFv3jy++tWv4vP5HGFvw8PDeDwe2xX1ZrmdvxkcHKSxsZG1a9daHq+uaAZg9pwsA/am6zr5+fnce++9lk3TwbA3eeiFSwO52Z8G/jbn2tpaoyvPTnILA/gdzEMPPWSJgIJhb7LxIFwNRdZv3Ea9odKxEnUA/lbwH/3oR0ZEq2naBNibTPWlpqaG3LM2GUy023SsktL51JRzOG4Lvq2trcaBkZycPCECMqfg2tvbAXjkkUcmbJo2/4Jqmuaq4PtRmX9L8Jy5s0M+z3xgxMXFWSIgM+xN0zQaGxsB+MUvfmGpAQUX8jWbNmc7OTmm6spW4hO8ZOf600hDQ0M0NDSwZs0aW9y1GfYmv+djjz1GTk6OpXZhTp051W+CNVnMQElJyQTWTjDsrbKyEoCnnnrKWDMj7TS32Lu9ufgk6dioqCgLaycY9ia3TD///PMW1k5hoRV14PbmYjLpWCWl86kp53B8Pt+n5srLCOjyyy+nra2NX//61yxZssSYVXjnnXcAfwQkHdBkCr7Hj59gZBhWrgq9VibUgWGGvcmC78KFJfQOj1NfV4vm87Fr1y4Qgpl5M5k9u4jCQv+STTf70+SaGjNmQNd1Kk43kZM73dgwUFtb68i/McPeRkZG+NnPfsall15KRkaGwdoJhr0VFhZSVVXlqn7j9uaisbGR4eFhWxvNDmj16tU88sgjRhpQ0/z7y8wRkLSxoqLinLTTS8l0rN3/JRj29qtf/Yr09HQWLFiApmmOsLeqqipiY2PDttOr/WlKkaIp5XBk/cYNJlrTtEkdGFdddZWx+bm3t9eSgpMOCPyplj179hgRkN3B3traZKnfhLp2uANjZGyMbXv8RfH/fN9HY59/l9rMtBkUTIums7WZ3pom6urq/A4IjNU8hYWhYW9yfxrAyMgY//zjlyk7WsutX15seZ7EJ4SSdExXXHGFsQ1bwt7k62h2QAkJCWzdutU4/O1mbDRNIysra8IONrvngTvMwNDQEJdeeiklJSUW1o58v82wt9jYWN544w3jgLe7yZGYaLft9G7SsbJ+s2zZMgtrR9pohr1FR0fz6quvGo7fDvam6jdKkaIp5XAmg4l2y5XXNG3CgZGUlGREQOB3QDt27ODw4cOMjo4arB2v12tsmpYO6MyZM4zrQyQlZjrWb8zXdir4lvua+dP7Zbx95DSzojrIjxcsXzif65fM4/KiXFKT/Af00coG/u357WgNrdy9OJOehipiYmImsHbMsLexsTGampoMwqau6zz68zc58EEFD3zvWr769RUWG/Py8j4RZsAMe1u7di2jo6McPnyYt956i6SkJA4dOmQ4oOAUnNfrDVu/MV87IyPDtist+HlgPfTtYG8nTpxg06ZNpKamWhxQMOwtOTkZTdOYPXu263b6cDU4OxvtYG8+n49nn32WzMxMI1IDbFEHMupV9Ruli60p5XDkL2NSUlLIYqrkkrjtRAp3YCQlJTEyMkJiYiI/+MEPJmyaNsPeUlL8jQdjo3DkYBWXleQTGzsxwjhz5oxjwbfc18x3HnkBT3QU15TMJr1nkJzMdO699+YJzy2Zncu8vAwq6ttIjouh3+Phe9/7HqOjo0YNKBh1IFt3vV4vw8PDbHxmL29vOc59f7mWu759lfG9zfWbcHIzf+PxeBgcHATg/vvvx+PxWDZNm1EHEqQWExNj0EbtJOs3sj4XzsZw6dioqCj6+voA+MY3vkFKSooj7G3atGn09fXh8Xjo6elx/L6TxVnEx8eHbHMWQnDmzBkAvvzlL5OTk+MIe0tMTKSvry/sfjklpQuhKedwhBBs2LCB+Ph4y51cVlaW8cvsNn3R3t7+ieZvQsHeZLdRXHIrr72+gQ0bBHHe6cwuLuLa65dSPDcXIYSjjUMjo/zTs2+RlpLACz+9hxgxzr//+yGKVth3Ij29ZT+bD3zM9798JaO+UmP+Jjo6egLsraamBp/PZwwlvv3227zzzjt0d+hcd2sOq67OtSz6lGmycK+PxAysWrUq5PPA/97k5uYa9Rs5qAtncddyxQ3A3r172bt3ryPsLVT9xqzJpmOnTZtmpGOdYG9Hjx6lu7ub0tJSSktLHWFvnZ2drjHRMup1M38j07GhYG9Hjx41tnEoKV1sTRmHo+s6NTU1LFiwgLlz5xoH/IkTJwB/m7F0PqdOnfpUmOhghTswzKiD06dPk5+fz4IFl3G0tJyGxnpGxzppaOnkDxuOMDQQQ1ZmLknT/BFGcP3mN6+/T1VjB7/+we1MT4o3NgLb2fjGBx/xxBsfcNvKBXxz7UJ+8Yu3uPbaa21tjI2NNRxQVVUV06enkjatkM1v7mHGrDhGxpvZuHGjBfbW2dnpak1NuP1pUrKm49TG6/F4DAdUU1ODx+PhtttuM+7a7WBvMmIKd+2WlpZzko41w97q6+vp6+vj7rvvNlra7WBvUm7qN11dXa4cd6j5G7MDampqorm5WdVvlCJCU8bhyPrNJZdcQklJidHi2dXVZWlx/vjjjwF/MfXFF180nJC8EzRLFnzDYaLddvl0d3cbB8aSJYtYssRvY19fHx+VneTwoeM0NTfQO1hDr/+cZOPGjcYdcUu/znPbD3PH1SWsvtR/UDkVfLcc+Jh/3rCNlfNn8Q/fuoGqyooJNo6NjXP8wxoa6jtpaeqmqbGLluZOUrIaqasS+CoamDc/jx//5F6ionRH2NuGDRuMO3c72Jtd/cZO9fX1k8IMLF682GDtOMHeRkdHAXjuuecsNaDgRgO3jQWfJB0ra0BOsDfpFJ9//nlLDSh47svtz5nEDLjhA7mlviopXQhNGYfjFI3ITjSZo66srOS5554jLy+P5uZmwwHJCMicgtM0jaKiItd7rT5JwRf8EdCKlUtYsdK/MfqDPcfYtv1VkhLT6O3tNWBv47pgXaaXlTlR1NTUkJeXZ9A45YGh6zpv7ivnXza8zdK5+ax/6Mt4Y/ybCDwej7E/Tdd1fv4vrxm46KgoQUZmMnkFMQgBy5aX8LU7C7h63QLi4/0OxAx7k63YsjstGPZm3jIwWUy02/mbYOcQDHsbGRnhkUceISsri7i4uJCwN03TPjUm2iyndGww7G18fJz169eTlJREamqqI+ytMNDSHq5+MxkbJR/HzX45JaULoSnlcFJTU8PO38ghzq9+9avGmhB5t+nz+QwHFBsby9DQkNGxZRcBweQKvm4PjKMf+gf7brvtVi6ZX0x/fz/vvH+ITdv2sjA3nj27d7Fn9y48Hg+jo6MkJydzqqKSI7XdvLTrOFpTB4vn5PHY979CvDfGuLa5zXnT8/vZ8U45X//War50+1IyMpPxeKLZtm0bBw608+BDtzmC48BPVAVYt24dxcXFE2BvZtSBruvk5eVRUVHBrFmzHDva5P40t5gBN9ucR0dHWb16tbE40wn2JtNM5eXlFtaOnY3m+k04G91EvX19faxdu9YY8nSCvUVFRZGcnMzRo0cpLCx0tMFcvzkXNiopXShNCYcj8+puCr7BB8a0adO44oorjAiou7sbn8/HoUOHqK2tpby8nPLycuLi4iwRkEQddHV10dPT4+qX1j1mwEdsomDuPP/EfkJCAic7xjk1kMhvv/8Q+tiIkTKqqKigqqqKqqoqRnWYGxXPLWtmc93qpcRE+68zMDBAc3OzgYkuP17Hfz7xLlevm8+D379uwnp8pwWhVhut/Bsn2NvRo0c5fvw4DQ0NbNy40RH2JvenuV3DkpWVNWnMgBPsraysjAMHDtDZ2cnLL78M2MPe5M2Fm3Z6t+nY4EPfCfZ24sQJdu7cSX9/P3/605+AsxGQGXUgr+12f5ri3yhFkqaEw5nM/I08MJwO/WnTplFSUsLp06fp7OzkwQcftLQ4y7Ui0gHJgzlc4by7u5vOzk5WrlwZ8nltrWfQRR/JiRnGgaHrOruOVbJi/iziY2PQdQ89IpGP6ruIHof32pNZOz+b+Zlx9HW20lDxEc9VfGTA3uTBnJ+fT093P//6T38kKzuFv/2/brO8DnJ/WjhMNJxtc3aKVqQDqqmpQQjBD3/4Q2NDsqZNhL2lpqYyOjoaduWOrN+4WcMSjvoqHVB9fT0A3//+9+nv7zdsDIa9ZWdn09/fT05Oju33k5I/Z+ciHStRBzKivP/++42FssER0LRp08jLy6O9vd31zZeq3yhFkqaEw3GbYgnGRDvJnCaTDkjmuXt6eiwpuI6ODgB+//vfWwq+wbA3tzaWHj5NQhLMnVdsPFbV2E59ew/fuHYxr+w+xgvvfUhlYzs3ZPaRND2dP/7wO2RNPzvU2N/fb5mxqa6uBvxF6eFBL4kpQ9z3wK3ExlnfXomJDue4JWbgqquuCvk8+f/Ozc0lOTmZ5ORkg7UzPDxsWfQpu+3++Mc/sm/fPksNyFz7mQwmuqamxhjODSWfz0dqaqqBaJabpoNRB7LjcevWrRw5csQR9tbe3k5vb+85xVlomh8zkJOTYzghO9hbRYW/OWTPnj0cP358QgQkr6PqN0qRqCnhcOSBca4Kvh0dHfT29to+LyUlxXBAuq7z6KOPkpKSQnZ2NpqmOcLeqqurXWGiW1sbASgqOnvtfSf8zJf1m3YCcMnMTH76jWso2/km16xYZHE24E/BmWFvTzzxBAAjQ3HUdtQwczZsf+8Ndu7eYtkyUF1dPWF/mp1C7U8zSy7vtMMMeL1eC+zt97//PT09PVx++eX4fD4D9iZRB/Jgl9FIuMO8qalpUpgB+VqZFYw6eOmll6ipqWHVqlUTWDtm2FtXVxfgrs3Z7fyNz+ezdUzBsLc33niD48ePc/311+Pz+SbA3qQDkpRUVb9RiiRFvMPRdZ2qqioSEhI4ePAghYWFZGRkOEKrzmXBt6urizNnzrBmzRrjUJWsHXnHKR0Q+LvRPvjgAwoLCx1hb53dLYyOQE7O2bx63+Cw8flf3rqS7922mhMnTlBG+IN3YGCAlpYWLp2/mKcfP86atZfzt393i1Hg17SzsDfwO8q9e/dSWFjoWMsJrt84yS1mQA50Ll26lOuuuw44OywqbZQOCPzzONJGJ9ib24jyk6xDWrNmjYW1I200OyAhBPv27TMOeLu1OpNpLJCY6HDy+XwUFRWxcuVKIwIyw97MDsjj8aj6jVJEKeIdTnNzM8PDw0RFRbF582bAf7CbUwkyP65pGnPmzHGVvkhKSpp0wRewRR2Ul5fz1ltvAf7pfcAR9nbmTDs9nRAXf7Y2cuPSeby08ygdZ/p54b0PeehLVxoF32BMdLDk7MaW10+TkzudH/3kNhISYifA3iorK3nllVeIiYkxHFAo2Fuo+o359XGLGQiev7FDHfh8Pp5//nni4+MtrB072JumaSHrN2YbwR1mIDgda4c6aGhoYMOGDXi9XosDsoO9+Xy+T4WJDpacv1myZInxmB3srbW1lQ0bNpCVlaXqN0qOEkKkAS8ChYAGfF3X9c6g5ywCngBSgDHg33RdfzHwd0XAC0AacAS4V9f1YUIo4h2O/GX8q7/6K8bHx427TU3TjLpAYmIiOTk59Pf3k56eHnLP2mT3WoU7MJKTk40233vuuYfExETLIKqEvcXGxjJjxgyGhvsYGIDo6LPXLsxJ49n/dRdf+sf/Ijs1ybi2m4KvpmnouqC5cYjHnvgWiYkTZ2Hi4+ONOsntt99Obm6upVHCDHubMWMGdXV1XH755cYus1Cvj3lNTSgbIXQ0EhMTQ1xcHOPj49x8883MnTs3JOytpaWFwsJCBgcHQ15fYqLPRTo2KiqK+Ph4hoeHufHGG1m8eLEj7C0jI4Oenh4yMzPp7e0N6Rh9Pp+rdKybwVAhBImJifT29rqKmJQ+1/oxsF3X9Z8LIX4c+Prvg57TD3xb1/XTQogZwGEhxFZd17uAh4FHdV1/QQjxJPAAfufkqIh3OLJ+I9NkaWlpLFmyBF3X6ezsnJDaeu+999i/f78lAsrMzDSci6zfuC34ToYrL2d5zJumzbA3aWNeAfzHfzxqqQHl5uay/3//NTGeaPr6+mhpaXFVED99qpLuDp1771/HnEucu6s0TTMimpiYGEfYm+zSKysr48SJE46wN5kSc3OoaZo26fmbULC3U6dOMTY2RmVlJY888ogj7E2mydxgojVNm/Q6JLsISKIOTp8+TVtbG/X19axfvz4s7G0y+9PCddEp/s3UUN3JBv722v/7YprwFWBd4PNngR0EORxd10+ZPm8QQrQAmUKIbuA64Jumf//PfBYcjt2BIYQwuo6WLFnCyy+/TE1NDddee61xwJeX+6fsExISjF/2/v5+wD2X5MorrwxrY6gDwwx7e/PNNzl8uJTTHwnuvq/EEgGZYW9ypUw4GwcGBujobKO7UxCfEDr95fP5yMvLs41YzLC36Oho9uzZw5133mmwbHbv3s2uXbuIjo4mLy+PwsJCYmNjXddvamtrXa9hyczMtJ2/McPevF4vjY2N3HnnnbS0tDjC3qZPn87AwIDr+k0oTLRUqHSsGXUQHx+PpmnccccdxuyXHewtKytrUvUbN5gBt+lYpYur5t7Gret3/D+h15eEV5wQ4pDp69/puv47l/82W9f1RgBd1xuFECEn1oUQKwAvUAmkA126ro8G/roOCD3zQIQ7nJGRkUkfGEuWLDEioK6uLiMCqq6uNhyQEMIAlAVHQFJu7xJ7enomdWAMD3hJT83mi1/8IuBfIWNOwZlhbzt37jRstIO91dT4u9v6ezw0NXQ5XldiBtzO38ycOdNYRgrWCEg6IOkUd+/eTV1dHYWF9rA3u/qNneT8jZs1+nL+xmyjXAwqbTx48CBjY2OAf+N0U1OTUQMKjrQkJtrNz9lk07GXXnopQoiwsLd9+/bR2tpq3BgFb9SQmGg3fCA1fzM1pOv6RN7IOZYQ4h3ALiT+6SS/Ty6wAbhP1/VxYf8LoIf7PhHtcIaH/fUnNwXf4ANDCEFqaiqpqaksXrzYSME99dRTxMXF0dDQYMxdJCQk2O5ZO5cFX3lgNNRFcfWas+m8YNRBb28vTz31FOB3ZmbY26xZsywpOC2wPy0hcTrNjc4OZ7LzN6tXr7Y8bo6AwO+AnnnmGfr6+hgfHw8Je3PbTSYxA+GeJzED8vWSMsPewO+ANmzYQEtLC4mJiSFhb27fQ7fpWLCPeu1gby+99BKVlZVkZWVNgL2ZU3Dy5iLctSeTjlX67EvX9Ruc/k4I0SyEyA1EN7lAi8PzUoA/A/+g6/q+wMNtwHQhhCcQ5cwEGsLZc8EdjhDiZuAxIBp4Wtf1nzs9d3h4eFIF31C/jHLn1+DgINdffz3Lli0zIiD5YUYdjIyMkJ6eTktLi4W1Y3ftyRR8u9rgiiXOdkZFRdHT08N1113H1VdfbURAMgoyw94km8frHSEq2vmO21y/CSW3mAGPx0N7ezsrVqzgxhtvNFg78s7d7IBiYmJITEyksbGRmTNnOna+uT303c7fREdH09rayvz58/nKV75itGZLG82og7i4OLxeL01NTcTFxTnWmtza6DYdGxUVRUtLC8XFxdx1110W1o7P56O8vNyCu46KiqKtrY3k5GTHnYKqfqM0Cb0O3Af8PPDnn4KfIITwAq8Cf9B1/WX5uK7ruhDiPeAO/J1qtv8+WBfU4QghooFfA1/An/M7KIR4Xdf1crvnuzlYwP9LlpKSMmmu/PTp01m0aJEFdSCL0idOnKC5uZknn3zSwtqREZB0QO73p2noehQjwx4uXeh88AcfGE6wt4qKCkpLSxkeHia3CMbo4bnnBgw7Z8yYYaRUQtVvgm100+YcPH9jZu0AFgf0/vvvMzQ0xIYNGyysHRkBSQcUqn4TbCO4W+w5MDBgPM/M2gEsDmjXrl3ous5LL70E4Ah78/l8JCUlkZ6e7spGt+nY5cuXA1bWTjDsbceOHQC89tprABbYW2FhoeGAVP1GaRL6OfCSEOIBoAa4E0AIsQz4nq7rDwJfB64B0oUQ3wn8u+/ouv4h/gaDF4QQ/wqUAv8Z7oIXOsJZAVToul4FIIR4AX+nhK3DGR8fd91N5qbgK7nyTgeGdEAAJ06c4Jvf/KaF5hmMOsjOznbERAer/KOTdLaNc9+D6wwcgJ3CHRgS9hYdHU1paSlfu/0O/vWf/siqq2dw5swZA3UQExNDfn4+M2fOdL2mJtz+NLONoRyTdECxsbG8//773H777UYRXdM09u7da6AO8vLymDVrFpqmnTNMtLQRnA996YASEhLYsWMHt956q7FNQtPsYW+nT592fXNxLtKx0gElJyezbds2rr/+eubMmWOJyINhb1VVVRachZKSk3Rdbweut3n8EPBg4PPngOcc/n0V/jPdtS60w8kDak1f1wGO2y6jo6PZvn071dXVxl1xamqq5Rf+k2KiQ0nT/JgBOUQaDva2c+dOampqHGFvjQ2t9A+cIcYzjdu/Hnq5p6Zprg4MmSZLS8uhvVkwr3gxt35lieEgpZ27du0C/EXpxsZG447YHAGBc/3G6do5OTmu52/mzJljvJ7gj4DMqIP3338fXdf58MMPjcJ5cAQEzvUbO8n5G7dtzsXFxaSlpYWFvZ08eZInn3wyLOxtsu304f4vAEVFRRM2TZtTcBL25uYGSEnpYuhCO5ywnQ1CiO8C3wX/9uOCggIqKys5duwY4G8zNqcS5OLKcOmLzs5Ozpw54zpFZ+eYgmFvmzZt4tSpUyxYsMDC2pGbpqWN//XUFgDu/MZ1RHucW1r7+/tdF3wlmO1Mz5DftjT/wKgZdw2wZcsWDh48yOLFi6mpqTEiII/HY2lCGBoamhQmWqaBwtmYnZ09oSYSGxtrgb3t3LmTHTt2sHz5choaGhxhb16vd1L709zM3zilY4NhbwcPHmTz5s2sXLmS1tZWR9jb9OnT6e7uduW4J4MZsKO+BqMOysvLefnll1X9RilidaEdTh1gXtA1obMh0EP+O4Bly5bpd9xxB7qu09bWZtzJVVVVcfz4ccCfOvJ4PFRXV6PrOmlpaY571uDccuUbGxuZPXs2X/nKVwAmwN7kEOX4GERFw5jeS2Nj44RN01LyTjZctCYxA2vXrqWrow+A1DT72kd9fT35+flGG3Z/f79ly8B7770HYNhTU1OD1+tlxowZtnvW3O5Pk23O5jUsTqqrqyMjI4NbbrkFwAJ70zQr6kDaGB8fb7B2ghVcv3HSZNKxtbW1JCYmctNNNyGECAl7k/+n5ORkR9hbT0+P63Sspmmu5m98Pp+q3yhFtC60wzkIzA3s4KkH7uLspKqjhBBkZmaSmZlpUBPb29uNX/bq6mrefPNN4GwEJO+KpQPSNC1k/UZqMgXf4APDDva25c29lJ04SIzXY+xZc4K9aYE253DMGHNjwe53/e2yaTYOR87frFmzxngsISGBBQsWGDwV6YA2b97M0NAQu3fvZvfu3QZrR76WeXl5xp41CO8U3c7fSMyAeQ7QC0kAABmqSURBVI2+E+xt8+bN9PT0cOTIEQ4dOmSBvRUUFBioA7fv4adJxzrB3rZs2UJzczMnT56krKwMsIe9ue0mk+30bvhAbtOxSkoXSxfU4ei6PiqE+B/AVvxt0f+l6/pHk/0+QggyMjLIyMhg2bJlFgckhzxlBJSUlERhYSGnT58Ou/0Y/Ie5G0y0mwNj2rRp1NcMExMDa9eu5YorSmwjIIk6aGhocERdmyXrN2NjcTz/h72sWjOXrJyJreNuMAMJCQkUF/sx16tWreKqq66ytDjLCEg6oM7OTtLT010RQ8H9/E0oG71eL0VFRfT19bFw4UJuvvlmy6bpYNjb4OAgCQkJrlfpnIt0rHRAAwMDXHLJJXzta1+joaHBiCaDYW/gf03ttkyb5dYxyXSsm/qWktLF0gWfw9F1fTOw+Vx+z3AOSNM0hoaGqKioYP369ZYIKD093XLAn+uCb2VlNdn5MHt2kcHamT33Evad8LG8ONvShNDb20tvby+PPPKIJQIKRh3INuf1//Zn4uO9/PDvv+iYRpTDmKFUV1dn1G+CWTsDAwMWGyUL5uGHH7ZsmpYRkPna2dnZEwrqdjaCO8yArN8Es3bMsDdN02hvbzdsNLN2gmFvmqaRnJzsup0+nI3mdKw5AgqGvWmaRmVlJQDr16+3sHYKC62wN6f6TbDU/I3SVFBEbxr4pLJzQB0dHcYvu6ZpRrpDRkAFBQWkpaW5rt+4yau3tfYwpp8hSkRbDoz/7/9s561DJ/nNX9/OqgDs7cSJE7z00ktcc8019Pb2omn2sLcZM2bQ2NhIXu4lnPq4gn/816+Rlm5/lywd06dpc46PjzcckKZpPPvss6xZs4bR0VE003yIx+MxHFB+fr7r+o3P5yMjIyPsnX6oaMTsgFpaWnjiiSe48soriY6OdoS9zZo1i+rqatf70xITEx0x0W5sNMPeSkpKePTRR1mxYgXJyckhYW/V1dWu96e5SccqKV1MfSYdTrCEEKSnp5Oens7SpUstDkjevUsHJITg9OnTREdH20ZA4N8A7abge+rjJqal6fSdieZ3/3s7JUsK6IvVeeuQP5X2wnsfsmqB/65ZHhjXXHONkYMPBXtraq6ncF4UxZekMD4+PuFAkm3O5vqNk+T8jV0B3ix5oF555ZVGumpgYMCSgpMOCKC6upodO3ZQWGgPe5Ntzudj/mb58uVGS3Qo2FtNTQ3btm0znFBwq7fc02eu34SycTLp2EWLFpGbmxsW9jY4OMif//xn48bIzjmr/WlKU0GfC4cTLDcOSKY87GBvbnP/cy/JIDEJhnqTeP3VQ7zy4n4GsmMgxx9x7DpexUeVjVxWnGu0OZsPDDvY2xtvvEFFRQUjI0PMLBrh6aefNmBv5j1rbvenycPYTVTn8/kmYAbi4+MnwN7eeustjh07RlRUVEjYm4TruWks8Pl8RqNDKGnaROqrHepg+/bt7N+/n8TExAmsHXMKrr+/3zUmejLp2NjYWEs61g51sHfvXt59911SU1NDwt6ioqJobm7m2muvDWujktLF1OfS4QTLzgFJ1o78MMPeZCt2VFRUSNhba1sTAN//m78gKzOHj8vr2X+wkuc/LKdL9zPnv/t3f6Bk2nRyCpspLlpIT88AKSn2xe7k5GR6e3uZNWsWW1/tZtHSPL54+3zDRjPqIDExESEEUVFRthGQlNv9aXL+JlxUFx8fT19fH1lZWXzve99jcHBwwiCqdECSCRMVFRUS9vZJMNGhFBMTQ19fH8nJyTz44IMTNk2bHZA5ogoFe5tMO72b+Ru5U8/r9fKd73wHIYQj7E2+jqp+oxTpUg7HRsGsnWDYW1VVFaOjozz55JMkJiZa7jYzMjIMB2Qu+EZHR1OyuICSxQX8JdfR2z/EH7eVMtw6QMXH/lTZqy98xB9+W07RnGyuWFzAFYsLWLh4luGABgcHaWpqYtWqK2lrrWNWYa4j7O3o0aPous6zzz5rYe3ICEgedqHqN2bV19dPCjMg1+jHxcU5wt7kYsqXX37ZiIDsYG9u55NaW1snYKLtJNuci4qKEEKEhL3JqGLz5s1s3rzZgrs2w97cFu3tMNFOCk6TOcHeDhw4YNBalZQiWcrhuFA4B6Rp9rC3iooKx7mIpIRYvv1V/93wW28NcfhwG//4/36TsmN1HCv18efXjvDqSwcQAormZFOyaBZ5BTHouk6c158uyi+wzhRJ2Nu8efM4cuQIK1asID8/37BRsnbMqINTp06Rk5Pjun4TzjE1NDQwMjLiePBK1MGcOXM4cuQIixYtYsGCBcZraQd7q6qqOmeYaPDP34TCDEjYW0FBAaWlpcyfP5+VK1caNpphbzIF19zcTFxcXNj6jVsb+/r6aG1ttcwnmWVGHRw7doy0tLSwrepKShdb6if0E8jOAQWjDqQD6uvr4+WXX7bFXUtpgYG9RUuLWLS0CO6/muHhUU6daODoER9HS31seb2U3IJhZhTAv/3DFkAwI8++nVfO38ybN4/i4mIjAjLD3nw+n4E6iIqKYuPGjZYaULCT1LTJY6JDSWIGiouLJ7B2ampqDDsl7E0IwTPPPGPZNB2cgvP5fBPqN6FsDHfod3Z20tPTw5o1a4zoEELD3n73u99ZIqDg10vWb84VJnpgYEDVb5SmjJTDOQeyg72ZaaPBEZA5BZeUlERzczPr1q2zfE+v18PlV8zi8itm8a2AA3ryid8yMDCKrp8BnNfZaIH5m+BB12DUgdy9VVxcTFdXl4W1Y07BZWZmUldX5xoTnZWV5Xr+JvhADYa91dTU8MwzzzBnzhz6+vocYW8zZ85E0zTmzp3rqpssOTnZFhMd/Dw7G4Nhb+3t7Tz++OMUFxczNjbGoUOHjE3TwbC3yWCi1fyN0mdNyuGcBwU7IMAR9iZTWfJO1Qn2Nj4+Sld3O1dffTV//+PQd7Oaprmav2lubkYIwde+9jViY2MtKAZNOwt783g8jI6O0t/fT21t7YRN01KyfuN2DUt6enrY+ZuGBv+qvS9+8YtMmzYtJOxtfHyc/v5+qqqqHGFvwfWbcDYmJCSEnb+pq6sD4IYbbiAnJyck7A38jScff/yxbQRkvrbbreEej0fVb5SmhJTDuUBygr1pgV1w+/fvZ//+/cTHx1vasKUDmgwmuqGhISxtEvyHVW5uruH0gjdNSwe0d+9eGhoaOH78OMePHzcioGDYW2NjY8j6jZTcn+ZmK7amaaSmphr1GzvYW21tLR988AFVVVVUVFRw+vRpR9ibW0z0ZHEW5q0TTrC3AwcOUF5eTn19PS+++CJwlrUj3/OEhISw9Zvga+fn56v6jdKUkPopvUhyckAywjDjrgsKChgaGjIO0VBy2+YsO7FWrHDmJ0kHdOjQIXJycrjnnnssNaBg2Js8mMOt0nGLiZZtznLNjp0k6qC0tJSUlBQeeughy5BnMOxNOtdwEUFXVxc9PT2uUlXhBkOlAzp+/DixsbH86Ec/MjrMZLee3DSdnZ1ttDmHq/PIqDg4HaukFKlSDidCZOeA7HaY/epXv5qwaTp4F5xd/SZYbjEDo6Oj1NbWsnTp0gkRkBl1oGkaLS0tADz++OMGy6gwsGfNnBpy21gwmfkbTdOYM2cOcXFxFtZOMOytoqICgKefftrYNG2OgCZrY3d3N52dnSEdt/l7zpo1y+gSdIK9VVVVAbBx40YLaycY9qbqN0pTTcrhRKiCYW9mBxQMezOn4DRNOyeYaKlQ8zdm1MHY2Bg///nPKSgoID09fcKmaXMKTtZv5J18KBsh/IHa1tZGf3+/7fPMsDdd11m/fj3p6enk5+ejaZoj7K2ysvKcYKKlQs3fBMPefvOb3xATE8Mll1yCz+ebAHsz26j2pylNJSmHM0UU7ICCYW/SAcmGhX379tlGQFI+n4/c3NywmGi3Q5eNjY2Mjo6yZMkS2wjI7IDAPzO0a9cuowZkV4Pw+XyW+o2T3B76sn6zbt06o+POCfYG/nTm9u3bjQjIblYpuH7jJLevo6zfXH/99cYevGDYm0QdCCEoKChQ9RulKSP1kzpFZQd7M6e3tm7dCtjD3sbGxqirq3OdBrLDRNs9D6wHqh3s7cMPP+Ttt98mKipqAmsnOAWnaVrI+o352ikpKZ9o/sYO9nbixAlee+01YmNjJ7B2zCm42NhYY02Nm8aCybQ5m19HO9hbdXU1GzduVOk0pSkl5XA+I5o2bRolAdQBWB2QGfYWFxdHRkYGY2NjpKTYb5qWMtdvwsnn85GZmWmLU5ZKSEgwDuYHHniA6Oho203THo+HrKwsBgcHSUpKYnR01PEu3ly/cTN/k5SUFHL+xuv1Mj4+DsDdd9/N9OnTHWFvWVlZdHZ2UlRUxNDQUMhtDW72p4HfMYXDREdHRzM6Ogqo+o3S1JJyOJ9RBTugnp4e49CUd/pbt25lx44dlkFUibsG95hoOX8jo61QCq7fOMHeZJfenj172LdvnyPsTdZvzmWbs8/nM+o3QghH2Jtc6HrkyBFKS0sdYW+TwUS7xQxomuLfKE09KYfzOZGkjZodkDkFZwd76+zsBMLvT3ODiYazmAEnDLIZ9tbd3Q3ArbfeatgYDHsrKChgcHAQcFe/OXPmjGvH5JQmM8Peent76evr48477zQ2YtvB3qTC2Sgx0W7mk3w+ny1jSEkpkqV+Wj+nSklJsbB2zA7IDHuLioriT3/6kyPuGj4ZJjqU5PyN3DJtZu2YU3A7d+40/s3rr79uRBd2B7HbFuKuri66u7tdD84WFhZaakB2sDeZopMQNRkBBTdsTGZ/WlNTk5q/UZpyUg5HCZjogJxooxL2Jg/OnJwcV/UbcN9N1tLSwsDAwITn2cHeHnvsMZKTkxkeHrawdoJhb5qmkZSURHp6us0Vz8rtod/T00NnZyfLly+3PG6HOnj88ceJjo4mJibGwtoxow5mzZrlqn4D/v1ybmxUUoo0KYejZCs72qg5BWeGvY2OjjJjxgzq6+strJ1gaZpGWlqa6/mbcBFTb28vQ0ND3HjjjSxZssTC2tE0K+wNIC0tDU3TLKwdu2ufy/mboaEhenp6uOGGG7jqqqssEVAw7C06OprExEQqKiosrB27a6v6jdJUlHI4Sq4kWTt2sLfq6mrq6up4+umn8Xq9ljZs6YDk/jQ5oxNKmqYZc0fhngdnD/3gTdPSAX388ceUlpbS2trKH/7wh5Cwt1D1m+BrT2b+RtroBHs7ffo077//Pj09PbzwwgsAjrA36TRV/UZpqkn9xCp9IgU7oN7eXksKzhwBzZo1i7S0NAYHB8M2IJjrN+EkMQOpqfZcIOmAent7KS0t5cEHH6Svr8+wMRj2lpOTQ3d3NytXrnR1bbdtzqHmbyTsbWBgAIB7770XIYRhYzDsbebMmTQ1NbF27dqwNiopRZqUw1E6J0pKSprggMwpOLnD7M9//jNlZWWOsDdZv3HbTTZ79mxX0UhiYiIzZsxACGGJgMxbBuT6mHfeecfAB8ghT3MKrqenh46ODpYtWxb2ddEC+9Pczt/IlmgZEQXD3iSWW9VvlKailMNROi8Khr050UbNuOvCwkJqa2sBd5jovr4+1x1vdvM3cXFxFtTBK6+8wqlTp1i2bNkE1o45BScXqYa79mTnb+z4N8Gwty1btnDo0KGwG7mVlCJRyuEoXRC5dUBRUVF4PB7KyspsIyApt0V7iYl2ExHU1dVRXFzMF77wBQAD9ibtlA5ICIEQgvLycgYGBhxhb273p/X397vGRNfW1jJr1ixVv1GaklI/tUoXRcEOyIk26gR70zQtZP1Gyq1j6urqoquri1WrVhmPOcHeXnnlFYAJrJ1g2Fu4+o2U21bswcFBGhsbVf1GacpKORyliJATbVRGQMGwt9raWvLz8xkfHw+5Bsbn85GYmBh2/saNY4qNjTV2vMlWbDNrJ9gBtbe3G3vrQtnots1Z8W+UprqUw1GKSDk5IOmERkZGqKqq4uGHHyY/P9+oc8gICCa/Py0+Pp6srKywzwP/oW9m7YB/z5pMwVVVVdHf309/fz8PP/xwSNjbZPanyZZuJaWpKOVwlKaEQtFGzRGQGfaWlpZGT09P2BoKTG7+JjY21nb+xuv1Gg4oJyeHTZs2cdNNNxmt2HawtxkzZriu36j9aUpTXeonV2lKyo61Ywd7E0Jw7NgxY1WOHezNrn7jJOmY3LY5L1++3IhczLA3n8/HBx98YOxZKysrMxag2sHeBgcHaWpq4pprrnH3AikpRaCUw1H6TMjJAUknFAx7M6fg3NZGzpw5Q0dHh2s+UHCazA729uqrr3Ly5MmwsLeamhp0XVf1G6UpLeVwlD6TsnNA5k3TZgcUFxeHx+NhYGAgJOzNbcebxERLFISTvF4vnZ2dFBYW8u1vf9vC2tGCYG+JiYlGM4KS0lSVcjhKnwslJCQ4wt6qq6vp7e3l2WefNVg7Mroww95k/SYnJyfktSaDGTDXb8ysHfDvWZMpuP3794dcOqqkNBWkHI7S51Jm2BtYWTuaDeytsLCQiooK8vPzXddvPu38TUxMDLNnz2bGjBns2bNHpdOUpryUw1FSwp61Y07BSQckIyHzpungFJzcn+YWE+2Gf6PqN0qfBSmHo6Rko3AOaOfOnbawt9TUVFpbWw2OUCjJ/Wnh2pzV/I3SZ0XK4SgpuVCwA3KCvcl0W0dHB9XV1Y51l8lgouX8jarfKE11KYejpPQJ5AR7k00IR48e5cMPP3SEvU12f9rVV199vv9LSkrnXcrhKCmdA4VyQHawt7GxMaKiosKu0lH1G6XPkpTDUVI6D7JzQGbYW2NjI7qu88tf/pK8vDwDIx0Me/P5fKp+o/SZkXI4SkoXQMGwN8naCY6AgmFvVVVV5OXlqfqN0mdCyuEoKV0E2bF2zA5Iwt7i4uJYvXr1RbZWSencSOi6frFtcJQQ4gxw8mLbEUIZQNvFNiKElH2fTsq+T65Itg0mZ1+BruuZ59OYz4siPcI5qev6sotthJOEEIeUfZ9cyr5Pp0i2L5Jtg8i377Oq0Ds6lJSUlJSUzpGUw1FSUlJSuiCKdIfzu4ttQBgp+z6dlH2fTpFsXyTbBpFv32dSEd00oKSkpKT02VGkRzhKSkpKSp8RRazDEULcLIQ4KYSoEEL8+AJe97+EEC1CiDLTY2lCiLeFEKcDf6YGHhdCiP8I2HhMCLHE9G/uCzz/tBDivnNkW74Q4j0hxAkhxEdCiL+JMPvihBAHhBBHA/b9S+DxIiHE/sC1XhRCeAOPxwa+rgj8faHpe/0k8PhJIcRN58I+0/eOFkKUCiHejDT7hBCaEOK4EOJDIcShwGMR8f4Gvu90IcQmIcTHgZ/D1ZFinxDiksDrJj96hBD/M1LsUwJ0XY+4DyAaqARmA17gKHDpBbr2NcASoMz02CPAjwOf/xh4OPD5rcAWQACrgP2Bx9OAqsCfqYHPU8+BbbnAksDnycAp4NIIsk8ASYHPY4D9geu+BNwVePxJ4KHA598Hngx8fhfwYuDzSwPveSxQFPhZiD6H7/GPgP8DvBn4OmLsAzQgI+ixiHh/A9/7WeDBwOdeYHok2WeyMxpoAgoi0b7P68dFN8Dhh2U1sNX09U+An1zA6xdidTgngdzA57n454MAfgvcHfw84G7gt6bHLc87h3b+CfhCJNoHJABHgJX4B+w8we8tsBVYHfjcE3ieCH6/zc87B3bNBLYD1wFvBq4XSfZpTHQ4EfH+AilANYHab6TZF2TTjcDeSLXv8/oRqSm1PKDW9HVd4LGLpWxd1xsBAn/KFb9Odp53+wPpncX4o4iIsS+QrvoQaAHexn/336Xr+qjNtQw7An/fDaSfT/uAXwH/CxgPfJ0eYfbpwDYhxGEhxHcDj0XK+zsbaAWeCaQknxZCJEaQfWbdBTwf+DwS7ftcKlIdjrB5LBLb6ZzsPK/2CyGSgFeA/6nrek+opzrYcd7s03V9TNf1RfgjiRXAghDXuqD2CSFuA1p0XT9sfjjEtS7G+3uVrutLgFuA/y6EuCbEcy+0fR786eYndF1fDPThT1E56WL9fniBLwMvh3uqgx1T5fyZcopUh1MH5Ju+ngk0XCRbAJqFELkAgT9bAo872Xne7BdCxOB3Nht1Xf9jpNknpet6F7ADf258uhBCrlEyX8uwI/D304CO82jfVcCXhRAa8AL+tNqvIsg+dF1vCPzZAryK32lHyvtbB9Tpur4/8PUm/A4oUuyTugU4out6c+DrSLPvc6tIdTgHgbmB7iEv/vD49Ytoz+uA7FS5D3/tRD7+7UC3yyqgOxCybwVuFEKkBjpibgw89qkkhBDAfwIndF1fH4H2ZQohpgc+jwduAE4A7wF3ONgn7b4DeFf3J81fB+4KdIkVAXOBA5/WPl3Xf6Lr+kxd1wvx/0y9q+v6tyLFPiFEohAiWX6O/30pI0LeX13Xm4BaIcQlgYeuB8ojxT6T7uZsOk3aEUn2fX51sYtITh/4O0hO4a8B/PQCXvd5oBEYwX+n8wD+vP124HTgz7TAcwXw64CNx4Flpu/z34CKwMf958i2NfhD+2PAh4GPWyPIvhKgNGBfGfBPgcdn4z+QK/CnOWIDj8cFvq4I/P1s0/f6acDuk8At5+F9XsfZLrWIsC9gx9HAx0fy5z5S3t/A910EHAq8x6/h7+KKJPsSgHZgmumxiLHv8/6hNg0oKSkpKV0QRWpKTUlJSUnpMyblcJSUlJSULoiUw1FSUlJSuiBSDkdJSUlJ6YJIORwlJSUlpQsi5XCUlJSUlC6IlMNRUlJSUrogUg5HSUlJSemC6P8Hdx1ZjIg27xsAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Contour the model bottom array\n", + "a = ml.dis.botm.array\n", + "\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('Model Bottom Elevations')\n", + "mapview = flopy.plot.PlotMapView(model=ml, layer=0)\n", + "contour_set = mapview.contour_array(a)\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "plt.colorbar(contour_set, shrink=0.75);" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# The contour_array() method will take any keywords\n", + "# that can be used by the matplotlib.pyplot.contour\n", + "# function. So we can pass in levels, for example.\n", + "a = ml.dis.botm.array\n", + "levels = np.arange(0, 20, 0.5)\n", + "\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('Model Bottom Elevations')\n", + "mapview = flopy.plot.PlotMapView(model=ml, layer=0)\n", + "contour_set = mapview.contour_array(a, levels=levels)\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "# set up and plot a continuous colorbar in matplotlib for a contour plot\n", + "norm= mpl.colors.Normalize(vmin=contour_set.cvalues.min(), \n", + " vmax=contour_set.cvalues.max())\n", + "sm = plt.cm.ScalarMappable(norm=norm, cmap=contour_set.cmap)\n", + "sm.set_array([])\n", + "fig.colorbar(sm, shrink=0.75);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Heads\n", + "\n", + "So this means that we can easily plot results from the simulation by extracting heads using `flopy.utils.HeadFile`. Here we plot the simulated heads." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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fYWbCzmTUQXxUMnTZz/XzjYAhZbJox2zLoplry1ElE1ENT8v69WAligXBwqSH0Pb6RS89Y0bPWvB0zOPblMe3KQ9Afl4wN2YuS9mLL74IKClTKBQKxdqUok27du1ix44d7NixA4C5uTkikUg55e+ll14CDCkLhUIkk0kGBgYoFouYTKZ1jzM8PIyUEn8bpAC3tWfdbW60Y6PD4WDXrl0IITh8+HBVpCwSiXD69OmylAUCgar0xYaGhrqPpVB8UFESprhtnLvyPI0BrWp+ME0Df0sGf0umWspiDuIjOomoGxC8/LUenN4UgXadptY0/lAGm3Nl+mI2bSKddNO+NV/3eRn1YCY8oQ3UkMWsALhC1c1CLC5ZLWULi1IWs5CMWHhx2JAyYZE4gjoPbn9aSZlCoVB8yFlrfrCGhoY1payUDn/s2DFOnDhRTl/s7u6mra1tVSkr1YM5AglIgdtSe26x0jaBQGBDYrRahK4yUnb48GF0XS9L2eDgICdOnKiSsspImZIyxd2IkjDFbSGfzzMdt9O3s/ZcX5VS1tpl5ZVvCjbvncJskcRHdUYv+xk67wUwpKxNpym0JGXlerDQBuvBWFkPVovZMSsmZxZrQ+0Jpy1Oia8vj68vz8yYHZOnQNM2G+m4RmZMK0fKSlJ2aOCpmvn/CoVCobj7qDfaVCllhUKBS5cu8cwzz5TFrBQps1gsVemLJSkLh8O0t7eTltdxmFowa7Xn+1qrHqwWMzMzzMzM8MADD9RcT9M02tvbaW9vJxgMMjg4yEc/+lHy+TyRSIQzZ85w4sQJoFrKuru7cbvddZ+PQvF+RUmY4rYwOjqKrms0tW2sNT1AV/8sTk+BzXtA15MkJ21MRZ2MjxYZvdLE0IUlKdM0K0IrYl0lSrYW41GJ3b9+PVgJKWE6asbToVNvl/pCWqDPOvDvy9PQW6Ch1zi/wgJk4iZDyuJaOf9fWCT2oM6DSsoUCoXirqfUfXCj0aaenp6qSNn8/HxV+uLLL78MGFLW3t5ONBrlnnvuIZl5Bbd1/ShYPfVgR8f/XySSQ8F/Xb4W2HjHRk3T2Lt3LxaLhQcffLAqUrZcypqamqrSF5WUKT6IKAlT3BZK9WBNG2mwEXVicy3gqJgfTNPAF8ziC2YXpWy2SsoSow2A4I2/7cTunaMppOMLZfGtkb5YLAgWJjy03kA9WEPrfN3bzMWNf2r2lupzMDuhobe4JGVpyIwZUjY/ZFqSMrPEEoSHtv+YkjKFQqG4i9B1nUgkwq5du+rephRtOnjwYNVyl8vF9u3b2b59O1AtZZcvXwbg1KlTaOd68Lda0La+Tnd3N+3t7WumLwJ0d68tbMPzb+O1LrW7D4fDOBwOgsFg3ddjdGxsx2KxlJdVRspKUjY2NlZuWvLuu+9WSVll+qKSMsUHASVhitvC2cvfW1EPVgspYWJxfrBa0aZKKevsN/HiVwQdA0ns7iITo0Vi13yMXvQAYPfM0dQm8YUyZSmbnbAidRPeG6kHa61/8uj5mBnMRWxNtaNtZseSlKWmc2DVcO+2kY9DPs4KKfvIwBPlVBMlZQqFQvHBY616sFrUI0dQLWUWi4WjR4/yEz/9BG9c+AsKU9vKkTKz2VyVvliSskgkQlNT05pSU9RzJHMjdDc8WHVu9XZslFKSy+WIRqMcPny45rqaptHW1kZbWxu9vb1cuXKFRx99FLPZTCQS4dy5c7z77ruAkjLFBwMlYYpbTqFQYHrcTu+O2vVglZTnBwvVv83UYvpiaMs83mCOnt2g6/OkpqxMx+xMjBaIXfMzetH4MrZ75rBYLYDE7q5fqMr1YO76hBJgOiYxB+YRmmX9lQG9CEzZcWwV2LvBvjjO6mlJbtwQsvw45fx/YZaYm+Gh7U9UtS9WKBQKxfubH6X74EajTZ2dnXRutdHacJaHQr+Gm91V6YuvvPIKYEhZZ2cnQ0NDbN68mUKhgNm88pFxMnsFnQJB+zYAkskkMzMz3H///euez1j6KheSr9A59yhSyhuS0L179+J2uzl06FBVpGy5lPn9/qr0RY/HU/exFIpbhZIwxS1nZGQEvagRCG1sri+ApraF+reJrpwfTNPA25zD21ySsgXmFqVsfLRAMhoABCe/HcTqXsDXJvGEcnhbc1hdKyVLSpiOmfC0y/rrwTICPemgsc8M1Cd72UkNdA1LS3XkTHOwQsry45CLQ25kScowgxYQPLrjMSVlCoVC8T6mFG26kXqweucHy2az5WhTKj8EQIOlC6fFycDAAAMDAwAsLCyUpezq1asUi0UuXbrEs88+S2dnZ1li2tvbMZvNxNPnAQg6tpfPC9YXSl0W+cbQ77Ld+1i5Hqyjo6PmNsuvf3mErjJSVpKyeDxeTl88efJklZRVRsqUlCnuBErCFLecG6kHm4wZ9WDODUSoxqMmPMHpmvODaRp4mnN4mnN0bBe88iVJoG8BV6DA1GieiUEv8UvGpJGGlIEnlMXTmsPm0kknzegZ64bqwebHFuvBWutvFpIZ0wCJpbn2epoDbN3Gz2wO0mNFbPus6BMSfVyukLJHtj9a1SlLoVAoFHeOW9l9sJKhoaFytGmh8H1Aw2FeGUVzOpek7M033+TFF1/kp37qp8oyszxSVvRfx9TUg22TMb9nOBzGbrfT0tJS83wSuRHSxVla7Js4ttix0Wq11tymoOcxCTNSSiKRSLkZyVpomkYoFCIUCrF9+3b+9E//lIMHD+J2u4lEIly4cIH33nsPUFKmuDMoCVPccs5e+h4uj6nuCZfL9WCdtevBKsmmTaRn3LRv2UBa4YQVpIlAXwZ/d5b2XSD1CeYTZpIxG1OjOSYGG4lfMlr4WtwL2B3GPxmrt36hmhurrx6skuloHrw6mq32oFRCSkiP6VhaLZi7TNC1uDwj0SckxXEdfUKW8/+VlCkUCsWdp9R9sLl5nTduFfwo3Qc7Ozs5OR3HYQqgidqPgKUI3d69e8vLFhYWGBoaKqf8jZ2QQB/PvvwsHR0djI2NEQwGKRaLq6YvloinrwHgE11Eo2+uWw8mpeTl8W/iNLnZVLh33Y6Nq10LwO7du2ltbeXgwYNVkbLlUubz+arSF71eb93HUijqRUmY4pZSKBRIxG1IaeK7X+ylMZgg2G6kJjYGM5hMK8UkNWMln7mxerAbmh+sdSl9UWjQECjQEChUSdlszMbkaI5U1A/A4Hc9mBsyeNoErtYCrtY8VtfqkjUdlZgDCwitvn9usqIerF6KKdCyJrTm6m2EXWDqFJg6jfBglZRF9bKUSRPIJhNP7HxYSZlCoVDcJkrpe88//zzHjh2risY0Njauuc2P0n1woRDHYa4dqSp1bFwebXI6nWzbto1t27axUEjwpfM/R2/ul2Cyg8HBQTKZDENDQzz7rCFlJYnp6OiokrLxzDVMwsL8uERKuW6DkclslJfHv8XPtv9q3U1JKlktQlcZKStJ2fj4eDl98fTp01VSVvm7UVKmuBkoCVPcUkZGRpDSxNa9kxTzGvGolYvHvYBAMxXxBhO0tIsqKZuKlurB6k9fTMRK9WDZureJj4LdN1dzfrBKKQvthGNfK9AQAE97nrmYhenrGonLNgBMDRk8IUFDqICrJY+1QZbrwbx9eeqtB8uU6sGC9UfO8nHjv1qwdofESinLiQL5q0X0+xyIKR1torBCyh7f8VBVpyyFQqFQ3DzC4TBer5dDhw4RDoe5cuUKp06dAsDr9ZYf+iulbCPdB6G6HgwgV5zFYQ7U3CYej68bbRrPXECzFdiz+X5anbs4deoUzz33HE899RTJZJJwOMwPf/hDAEwmE52dnWWRiRevE7B1MzQ4XI7Q1eL6vFF71tuwnZcir+H3+9dNGZwvzOMyG+UF9dwzTdNobW2ltbWVffv28alPfYo9e/bQ0tJCJBLh4sWLnDx5ElBSprg5KAlT3FKMN1aSzbunsdp0dgG5zARTY04mYw7GRy3VUtacoJD1YLFlsTnrTy2Mj5pwr1MPVkmxIFiY9NC6bQPzgyXNyKyVxp45AluzBHdkkDqkp03MjVmYG7MwE9aYvrIkZXa3IS5Wb/2dFDPxxXqw+l9yko+Dbi8iGurrvgiwMJZD90vMHVZkB+gAWR0xWURMFtEmC+X8fyVlCoVCcXMp1YPt2LGDAwcOcODAAaSUTExMlFPklktZW1sbMzMz7N69GyllXSI2PDxc1X1QUkSsk4pYT4ONePocGiYC9q3lbex2O/fff3/5vNLpdFX64quvvsqrr74KmgV3MMjU/GmamprWnWLl+vwFGsxe/GZDiErzoK3F4NxVvjnyNX5r279ndnaW6elp7rvvvprbVFK6Zzt37mTTpk088MADSCmr0hcvXbpUlrLGxsZy1K9WFFOhqERJmOKWcu7y9/AGNKy2JQmx2nVCPXOEeuYAyGUnmIo5mIw5GR+1kJq2AoIXvtSLp3maYLugqRQpW6Wu7EbrwWRxY/ODzS7OD+ZuzZeXCQ2cTUWcTcVVpSw5YohK/Ic2hCuHq1XD0arjaNExN6yRvjh6g/VgLZa634zKrMSWMlPcbqNKD20asl1DtltWStlYfknKNCj4LTy563A5fbFW/r9CoVAoqinVg1WKjhCCYDBIMBhcVcquXr0KwGuvvcapU6dWpC+uNgYs7z6oywIatV+irdZ9cDnjmfP4bZsxa8aLx0gksiLa5HA46O/vp7+/H4BMJsPlwQt859TnIdFHKpUilUrxqU99io6OjvL1dHR0VE3cPLRwmW5nP+Pj42QymZpyKKXkvw5+jr6GLeVrgRuvoSshhChHykpSVpm+eObMGSVlig2hnpoUt4xCoUBi3E7v9tq1XVabTqhnnlDPPKlpKy99o5GeHUZUazxq5vIJI1ImtCLe4EopS9xIPdjYynqw9UjGrJgctecHWy5lp77lRFiKNPZZyIyZmBuGuWuGXFVKmb1Fx9Igl+rBttxAPViw/m30CUMAZfM60awKKcMmMJ3PMr+nAVOygHkqz8uvvIJgUcp8Fn5s14PlSJmSMoVCoVibeuRguZQ999xzXLx4kccee6wsZadPnwbA4/GsSF8UQhBe1n2wIBcwa841j1mK0NWKNumyyET6Ilu9TwPG/GDT09McOHCg5jXb7Xa83RoWhjigf4yXvvU2jzzyCNlslnA4zOuvv85rr72GyWQqS1lbVytT6Tj7/Y8Svmbcs1r1YPHsGDP5aQbcRj3beh0bU/kU52cvc3/TveVlkUiEtra2mh0bhRC0tLTQ0tLCgQMHePbZZ9m8eTO9vb2rRsrqqfdTfLhQT0mKW8bo6KgxP9gG5vqajBkDQ++uJC5Pnu1APjtFYszBVMzB+KiZy+96QRpS5mmeBr0BoRVxNtYvVPFRuW49WCVSwkzMhKdtg/ODzTrw783ROJCHgQJSQm4mR3rMRCa+UsrsXhPoGibvza8Hq6Q4rqNrEumrP6VwIbaAuUGQ67DD4nQuIqdjTuQxTxk/r/zwh0rKFAqFog5K3QdrRZuWMzQ0RG9vb1X64uTkZDlSdu3atSop6+zsZHR0lHvvvbecvljQ5zFrrjWPEY/H1402JXMj5GWa5sVJmjfSsXEyEwYgFS2iaRoHDx4sy06psUfpel5//XWklNi17VwIRdEzMdxuNw6HY839X04Z9WP9ixJWitCtlfL4+cG/Jp6ZKEtYLpdjdHSUQ4cOrXstJUo1dAMDA9xzzz3cf//9VZGySCTC5cuXV9T7VUbK6s1kUdw9qKcixS2jVA+2ofnBog5szjRO91LKn8Wm09I9T0v3/Aopmxg1kZqyAYLXvtpBQ3OSQJuGL5TBG8yumr6oF2FhwrvBejATxYyVhtBc3dvMjRmpFI6WpXb2QoDNJ7H5CqtK2fyo8SU897YgdTaPvdWMNQiWFjCtMY/nDdeD+SRmrc4vfV3iSmrkuqoHPmnVyLfayLca6SiVUmaZyPPKD19BIJAaZButPL37kJIyhULxoWet7oO1WC3aJISgubmZ5uZm7rvvvlWlDODEiRNcuXKF7u5uJp1NtG61I5tWrymrp/vgbD4KgNfaUd6mnvnBACayYRwmD6NDYyuiTXa7na1bt7J1q1Fnlslk+N6Zb3LiyjG0uRATU8Zbx2effZb29vayxHR2dpbTF6+kLjLS2XQAACAASURBVOG1+Gi2BZmdnSWRSLB///5VzyWv57kwe5nDgaU514aHh9F1fcPdF6FaQisjZSUpK6WWhsNhzp8/r6TsQ456ClLcMs5e/ke8AVNVPVgtpITxqJVgR65mtKlSynIZjRe+7CO0JYXVUWRyVOP6SS/X32tEaDoNzTMrpCw5YbuBejBDMhpa8uusucTcmBlMRWxNNdIXl0nZte8KyJhp2GYhFzeTGdHJDhrRKulcKWU3tR6sBmK6iKYLCk21Ra9SyoqRDK4zc0wPeDEvFLAlclWRsqzXylO7D5bz/5WUKRSKDwur1YOtR73pi5VS9uKLL3L06FGefPJJRkZGGBy8xvz8PcTeSvCm+7NVD/5+vx8hBJFIZN3ug6l8DACPJVQ+t3o7Nk5kr+PXehiMxdaNNtntdrItk7ga8nzM9zH+4i/+goMHD5bTLI8cOcLrr79ernnr7u7mmn6VTV1byuvUumdX5wbJ6ll2e5dkOBwOI4Sgq6urat25/ALHEqe517cdn7X63kQiEXw+X80uictTSz/3uc/h8XjYvn37iiYsa6WWKu4u1FOP4pZgzA/mWLcerJK5GSv5jJ2mtmTd25TmB+scSNHYkqUfyOdmmBmzMx2zM7FcygIzmEwOQOIMbLwezOapv8thIgrmwDyizi6CsghM23FsFjj6wdEPUmoUk5J8nJVS5ihgazKhZU0IL3V3yirXgwXqT0UUE0Y0bz0Jq8Q8lSdrkcx3OilZtcjr2KZz2BJZbNM5fvjqq4hXX0VqkPNaeVJJmUKh+BBwo80i6o02lRgaGqKjo4MHHjAiPQv5cb595ucIzH+c+XE/169f58yZMwC43W5DYq5dY+vWrTXHlFQ+hlnYcJj8G+o+KKXOZHaIjtRD6HqyrusfTV+n3dFXvmcPPPBAWRCz2WxV+uKRI0ewSS9jR6f5QvsXyOVyWCwWfD7fqvs+N3sRgWDA019eVppTbXk92HOjL/PDieMc8O9adk2ScDjMtm3b1r2WEpX3bK3OmKvV+5WE2efzKSm7C1BPOYpbQrkeLLSRerDF+cFC9acJTkWdaOYCnual+cEsVklzV5rmrjRbgUJuhukKKUuN2wHBe38XxNE0i7/dhCeUwx3MYVrlX8SN1oMVkw78fSagvuhZZlKDooalZSmFUggwNxo/K6Rs3EQ2KhEICmd0slfzWIMWtKBAC2oIF6t+Sf8o9WDSWmfdmZQwmaHYtCRgANKikQnayQTtxvWVpGw6i20qW5YyXUDWY+PpPQ+UJ/qs7JSlUCgUH2RK0aaN1INFIhF6enrqfvgu1TY9+OCD5WUFOY/NO8f2LV10uZ9CSsnU1FRV+mKhUOD8+fN85jOfqYrGlCJlALP5GA2W1rqiTZWkClPk9TT5uANNS607P1i2mGYyG+WexsOEw+EVETqbzcaWLVvYssXohPh67BW+efJveUQ8xdRIgnjcSF/84z/+4xXpi1arlbPJC/S5enCZnVX37ODBgyvO5Z3EOQLWRjyW6nq65TV0RybO8OdXvsPv7vhl+t0dmLSVY22phq4y5XG1zpil1NJwOMzFixeVlN1lKAlT3BLK9WAbEKrJqNOoB/PUn/I3HtXwrDM/mLlCyjYX4QdfdOPvyOH0FpiKaoycaoCTAqHpS1LWmsPdYkhZplQP1rqBerD4ynqw9cjEjS/qWvODLZey5BFBJlrEstOKNqGRj+XRIiagSNFexNqyUsrK9WCmH60erBbavI4tJ5j2126zXyll9vE0gfemmextxJTXccxkDCkDpICMx8ZT99xfjpQpKVMoFB9EblY92HoMDQ1VzQ8GkNeNccyy2JhDCEEgECAQCLB//36OHj3KCy+8wOOPP16eE+vs2bMANDQ0lB/8Jy0T+PxLqYj1RuimsyMAzMRy63YfBIhlwkgk7fZeTkReYmBgoOb64ew1TCHBT9/zMeZSc3z2s59l3759OBwOwuEwb7zxBkeOHDEmZm4LMW2d5J4tu8nlclitVkZGRtB1fYVQTmanGZwf4Vd6fnrlMZdJ6P9z5osA/PqJz+Ey2dnV2Mse3yb2NG5mc0MbJs1EOBzGZrPR2tq65rUsTy39whe+QDabZf/+/SuasLjd7iphVlL2wUBJmOKWcObSP9LQaMZirb8ebCJqpXmderBKchmNhWkPbZsSdZ9XcsIGuomWLWkCPRl6gUJuntm4leSYdRUpS2G1GfVgzsAG6sFiZjDpNevBlpMYLYBXbmh+sExcxxyyYN5ihi1glmbkrEROSLTxlVJmCZixpkzom23oUlLPza63HqwSc8K4V1m/re5tbIkcRQEznR5YbBiiFXTsyQyOmSyOmQyvvvYar732mpIyhULxgaXUSa+9vb3ubTbSfbDEanNdFfR5ACza6p2eShG6w4cPA0aqXSKRKEfKrl+/vihlbVidgnTftxgcHCQUCtX10J/IjSILGlNjMxw8WFuoAEbSg8b5pjzrdmwEuDJ3ic0N/WhCK9+z/fv3EwoZwpjNZhkeHjYaY1w7j2+0geHB6zz74rO0tbWVr2G5HL2TOAfAgaadK44ZiURobGws14Pt9PYQno/zG1t/llMzg5ycucqxqQsAOE02djX20R5O4ws1U0RHY/0Mk3w+X47Q3Xfffas2YRkcHKxKLV2t3k/x/kJJmOKmY9SD2ZG6iee/2kWgLU8gtECgbYEGb37V5/65pJVcxo4/tPF6MH/bBuYHixr1YN7QUvqi2Srxd2bxd2aXpGzcSjJmZSoqmBkxROLSd7xYm+bxtZloaC3gCuYxrfHcv1QPVl/6niwCCaMerF6KKdAyJrTmpWMIIRBeAV4wbTYZUpaSyHGJNqFRiBXQ0DBdzaEPZzAFbegBE7LZDC6xqpT9KPVgBWf9KY9yfJ6ZBlEWMADdrLHQ5GShyUgVWUvKdAEZt52n9xygu7u7qlOWQqFQvJ8oRU7+4R/+gXfffbf8oNzV1YXNtvqLqxupB1ttrqt8WcJWtqiXUhKJRKqiTUIImpqaaGpqKre5H5sc5m/f+W08yQNcv36dhYUFrl+/zqc//emqaExTU9OKB/9EbhRtyr9qtGnVa5i/iNcSYHLEeNlaq2NhMj/DeHaMw4FHAMrRpsp7ZrPZ2Lx5M5s3bya2ZZKT0cv8VuDfMDo0QjgcZnh4GIDPfvaztLW1lX83b8+fptUeoMNRff9L96w0GfXowiRnk2E+sekZHm/dx+Ot+wCYys5yauYap2auMTGdIJFIcL5hnL964d9xKLCVff4+7vX30u9pw7xK+uJqHRtX64xZSi0Nh8NcvnxZSdn7HCVhipvO6OgoUjexaXuCXM7E+KiV0WvGWyWbI10hZWkavEbkazK6WA/WtoF6sJjDqAcLZNdfeZGxUR27bw5LjfnBzFaJvyOLvyNLj4Q3v2bH6QNXc5HpKMTPOIifFiD0VaWskBUUk3b8vXnqrgebWlkPth75ceO/onntL1IhBMIjwGNIGe9C4VoRucuOaaqIHs9iHjYkLm/TV5Wy+dgCFtcG68EmVtaD1ULkddxpSPSs3Y0LqqXMlszS+d4Yk+2NCAnO2TSvvvZaOX0x3WDnqT33lfP/lZQpFIr3A+FwGLfbzZ49e4hEIhw7dow333wTIQShUKgsMZVStpHug2DUNkWj0RXdB0uRMJO2Mr28nvnBhBCY3Rmcm6I82nYvqUEvzz33HA899BDT09OEw2HOnTOiRi6Xq+rBPxAIMJ0bxZwIrdp9cDlSSsLzF9jUsJPI6fW7D15JXQJgi9tokFG6Z2vND3Y2eYEtjZvYtqWfbVv6yefzfPKTn2RgYAC/3084HObo0aO88cYbSCHpbXLyUvKl8u/GarUyPj5OOp0u37Pvjx1HQ/BE671Vx2qyeXisZS+PtezlzJkzfJtvM+XRcZlsxNLT/Nnl5wFwmqzs8fWwz9/HPn8v2xalbK2Ojct/N5WppV//+tcZHR3loYceKkcxS1JWSi1drd5PcftQEqa46ZTqwXYemMBq05ES5mYtTERdTESdxKNLUma1Z2huyzE/a8Fiz1TND7Ye46MmPM3TrPLSaFX0IsxPNBLayPxgsyb0rBVf3xyB/ixtQDGfYH7cwtyYeVHK7MRPa2Upc7isgMAa2EA92Nj69WDLycdBtxUR7vrSFwHS8cV6sM022AxIB/k5HW2iiGmyUCVlBZuO1mylYUYj32Yz5KqOL2ltob56sEps0zkEkG60172NY8aIgCbaGilajPunFXQcqTTOZAbXbJrXXn/dmOxzmZR1dHSsW4ugUCgUN5tSPdj27dt57LHHACPVbHh4mEgkQjgcXiFloVCI6elp9u7dW/dxSpGT5UJlMRkvunLFWVj2XqreBhtz+TEA3JZWzkYuYrPZePjhh9E0DSllWcZKD/6VUlZsyqAnXASDwXVfjE3lxkgVZuh2buO18Kl168Guzl3CqlnpcnaTSqVIJBLce++9q647k0syko5yOLDUgGN4eBgpJXv37mXz5s2AIbM/OPcaf3/qRXbkAmUpE0JURRlDoRC61Hlh7Dj3+rfSbFtbFsPhMNKsUfRY+d5jv4PdZGUqm+K96TDvJgY5kbheljKAoi746FU3niYPep213JURuv3797N///4VTVjWqvdbK4qpuPkoCVPcdM5f/kcam5bmBxMC3N48bu8MfQMzK6Vs1Eo2bbyV+8FXO2lqy9PUlqYptEBD4+rpi+V6sP0bqweTRRPe1o20pl+cH6x1SQ5NFvC05/G052m7F4r5XJWUJSPGl/LYS3Y0fxpPyIyjRcceLKKtmb648Xqw9JiOObix+cGsKRP6gH1pfjAhwG1Cd5ugz1olZdpkARnPYZIattEcYmISAnbyTRYKTRZ0l7aqlJmnFuvBfBuQsESWooCsu/4asuJEiqRNlAUMjEjZvM/FvM/FBBVSNpvBlVySMl1A2mXnqT37qzplKRQKxa2kVA9WKToWi4W+vj76+voAQ8pGRkbKaWXvvfceAK+88goXL16sSl+021d/cbVaPRiAVTPkIK/PrrqNz+erOT8YwFzBSMNwW1qIRL5fFW0SQuD3+/H7/ezbt69Kyq6Hr3Pu6jQyDfG5OJ/+9KfL11KKlFWOZ+H5iwB4FlrJZN5aVw6vzl2iz7UFkzCvK5TnZo197/QuiV0p2lR5z6xWK4MNkyS26vzqA7+KLOhVv5vr168D8PnPfx5v0I/LssB9uzrJZrNrppZeD4eZbCjyVNse7CZj3GmyuXmidRdPtBrt76eyKd6avMLvnfwWFinRZjKcbZ3n4Rd/H4/FxTZPO8+07+WJ0E4sq7yJLkXolqcvVkbKKuv9wuEw165dU1J2m1ESpripFAoFpsYd9A1Mr7nOcimbnbby/b/bROeWJFIKJqIWYoNGSMhizxBoy9MUStPUlqah0UhfvKF6sJgxWHlb609fNOYHy9WcH2y5lJ36dgaExNNpZjYqmTlnYeasACHRfItS1rokZbIITG2sHkyfW6wHC9aZIgjokzoCgWyuETpcJmXaBQ0u5JgfcGFOFhCTGVxR4/7lrHJRysyLUmYCITBP5clZJAVX/V8v+oRRDyY30LGxaaHIbHD99MWSlM1k8mx+d4ipZi+6ScOVSvP6kSMcOXLEiJQ57Ty5V0mZQqG4dawlB0V9gUTmLXz2A1gsLnp7e+nt7QXgueee4/z58xw8eJBIJMLbb7/N0aNHEULQ2tpalb5YkrJwOLxq90GTMP5fl9VZJ6vVg63FXD6OWdjJzkEikWD//v1rrlspZZ3bfVx68xvkXx/ggQceYGFhwWiQcf48AE6ns+rBfzh3BZvmYDZqZK/UqgdbKMwzmh7mmdDHytdfq/vgudkLNJhddDuXhKtUQ1cpT1JK3kmcZZ9vGxbNDFbKwiyl5I/+6I9ob2+nra2NIxeO0zFu5fzI21x4/p2qmrJSamkqlWI6kWCyq8i/6lj7vjXZ3BR0jYJu4lNdP87RE99n56btZK0TDC9M8nbiMm9MXOX3T32HHleARquLJ0LbeaZjF06zta6o5vJ6v+985zucOXOGJ598sjz3WknKSqmlter9FBtHSZjiphKNRikWNJrb6p8fbCJmNF3o3zdFgzePlLCQsjARdTIZdTARta6QsmzahNCKuJs2UA82IrH7Uljs9dVdSQmJmBlPaAPzg2UFetKOf08e3+48TXtBzy+QmdBIx03MxiQzF8zMnNPKUub0WqCoYfbXXw+WM6Y+qVkPtuJ6xuWG5webH0tjcQmym5xkAaQbbb6IZSqPeSq/KGXGORhSZkPEsxR89Ue0RF7Hs7B+PVgltlQOsw4Lnvrb5juTxkA+HfSSdRjnpxV1HHNpXKm0kjKFQnHLKXUfXB5tmsm8x8n4v2Jfy1/S5Hyw6rPh4WH6+vp49NFHgaVIWSmlrCRlYKTFdXZ2Mjo6ukY7+9XHmXrqwUrM5eM0WIIMDQ0B9XdsjGeuISc8CCF45JFHsNlsSCmZmZmpSl8sSZmwSRwtmziVPYXH46kZobs2fwWJZHOD0SAjEomsWQ8mpeRM8jwDbqOLIizd09Kk1kv7HSGRS3Kff2VXxPHxcTKZDDt37qR/5wB/bHqRx/z38E9cB8rXszy1tKHB6ErpDHgZ8NTujvk/ht+j0+nHPLWAEIL/4/DPlgXxWirOmelRzs2M8neRE0h0jk5e4T+c/h94LE4eDJvwuhxYG5w1j1HJ0NAQPT09VemLpShm6adWvZ+Sso2jJExxUynVgzW3bkDCok5sjjSuxfnBhACXJ4/Lk6RnW7JKyqZiDsZHLWQXjC+WV/97G02hAr5QGn8og8u3evpiuR6sf2P1YMX0BucHGzMDAnvF/GCaBZxtOs42fVHK0lVSNhc2/hnOHoPkxSyukA1L0KgPWyt98UbqwRbGsuiNG58fLF85P5gQ6A1msg1mst2OFVKmTWSwFAWWyRzNr8QoNtnJ+m1kfVYjMrbKL+eG6sGSRgR0wVP/Ns7ZNBlNkLUv3TPdpDHvdTHvNTqFrSllGFL2Y3vvrSrKVigUinop1YOtFm1KZN5GYMZr31O1fHZ2dkW0yWKxVEXKSu3LSw/Kx48fR0rJW2+9xdDQUFU0RoqShFV/F5ciJ7WiTSWy+hx2k3fV7oO1iGeuoU94q6JNQgh8Ph8+n4+9e/eWpWwwPMjfn/waMuEnPme8dfyTP/mTqvTF5ubm8oP/1blLaJjoa9hMKpViamqKffv2rXoeo+kYidw0P9v+k+Vla9XQvTN1FoFgv2/7iv1URptemzhDppjj6c776WvsXTO19PKVywB0vzfPX4795ZqppaML07wzdZ1f73+MyBvXCYVCVRG6Te4WNrlbcJtdfOnKSX7vno8SzyR5c+IqQ3MTmBKSKx7JA9/9Q9wWJ00WDx8JbuFf9B+m0bby5eXc3ByTk5Ps2bP0969WamkpfVFJ2Y+GkjDFTeXc5X8w6sHs9c8PFo/aCLatPT/YcinLpjW+95XNBHvmMZslkzEz8esBAMz2bFnKfKEMDYtSVq4HC/1o9WDrMTdmAZOOPbD29S+XsmvfW4B5C64+C3MxWLgA4rxAColszOFqtWJpWZKyG6oHy61SD7YOYrqISRcsNNWQjWVSZo2YsZyZZ2aTG8tCAdNkGt+YIUxZC4aU+Wxk/UtSdiP1YIXxFLM2QdFa51eYlFin58l6XTWbi1RKmVYosu3kIDONHgoWC875BY688YbRKYtqKevs7Fwz/1+hUCigdrRpOvMOHtsOzMtax9eTVmaxWMpiAvDiiy/y5ptvcvjwYUZGRnjnnXc4duwYAM0tXoq+HYS3TdK4NY3DYTyQRyLrdx8sUZQ5TMLK9XW6Dy5nLHUNfdpFz8G1r6UkZe2OZrKmIR51PMGrf/MOe/fuRdd1wuEwFy4szrnldNLd3U13dzeX5SW6vL1YNRuXwoborHXPTieNFLvd3qXJstfqPvju9AW2uLvwWt0r9lOaH6yxsZE3hs8StDWy01t9zOXC/B8+/SmmZJon9xxifCRWlVoaCoXKEvNCNoxA8OMtO/nS6BHuv//+Va/luaHTNNlc/FLf/sXasCcZHx/nz9/9c7b2bibpmmVwboJUYYxwZIwvh19Hw0Sr3cfjrdv4RP9HaLQ56pqHbrmUvfzyy7z++us8/fTTRKPRFZGyWvV+CgMlYYqbRqFQYCruoG/bTN3bzCWt5NJ2Am31bzMVdwKCvl1JfK0ZQ0pSZhIxB4mYg4lohZTZsvjbCuiLgSlPywbqwcasmOy168GWk4jKG5gfzIFjs8B1D7jusSELkJ+U5OMwF5MsXARxQSCRSF8Op9+KljEh/BuoIZuoox5sGWJycX4wf/2t3S2JAjmLJNXnNmRHSszpIrZEFtt0FtPUkpTlLFBosiOmMqQcIOstb1usB0utUw9WdV7ZAs6CJOreQPriXBoBzPi9LDQYD0ZC13HOp3HOL+CaU1KmUCjqp1Y92Gz2DN3ef7Zim0gksuH5wYaHh+no6ODxxx8HjLG5FCm7MniW6OUeXrh4ihc4RWtrK93d3Vy7do1t27bVtf+CnoNsQ83ug8uRUhIbjYPeV1f64ujiJM2FuDEwPPzww2VBrExfrJQyk03j7878HalUCovFsuY9O508R7sjRJPNX162Wj1YMpficirMz3U+ter1hMNh+vv7yekF3klc4snWe2uKRnI2iT6XxT7QxI8/YeyzMlJWWe8ngZ/w2DmWeYVisUhbW9vK/eXSvBy7wv/cd29Vc47S37NfO/wT/E5jI7/w4le4lIzzYFsHJ2eGmC3ME8tO8tXIEb4SPoJVunlo3Eyj2YTd17jm+S9naGiIUChUFsTK1NLSz1r1fpVRzA8zSsIUN42lerD5ureZiBpphYFQ/emLk1EHmqmIt9l4mBcCnJ4CTk+Kjv7UMimzMxG1kJs3Hr6Pf6uJxlARb2uOxlAWp6+wamBESkhETbg3WA9WnHHg31P//GDZ0vxgwaU8fWEGa6vxs0LKxnTSg0YiSeFUgUw4g73VjmgWaAENYV39ZOXEDdSDRRfnB7PVPz+YnMhQ9FfMDyYEBaeZgtPMfIcLpMSULmJflDLzZBpbHhx5cLwxRM7nJN1oJ91oI++0rJ6+OJfDcoP1YAsbkDBXKk0RSDuXtpGaxrzbxbzb6L5YS8oyDjuP791XVZStUCg+vJSiTStrmwQmzcFM5l2k1BFi6Ts3vMFoUy6XY3R0lIMHl1qvm83mcsRox/2NvDT0z9kif5/UWEM5fbFYLHLmzBkmJibKD8rd3d3lSFklRZkjGze+z+qtB5srTJIdtyIEKzo2rkY0fR2LsDE5OkNjY2NVhK6xsZE9e/aUU+feGznBl4//Fbtz+4nFYszMGC91l3dfDAaD5PQcF2cv80TLI+X9ldI5l0ebjk6dRkfyYOCeFedX2X3w9Mw1MsUcDzStTFms5NVzxwG4r393edlqqaUvnnubL731AvfjKQvmN7/5Td54442q3833oufJ60U+1rW76jjhcBiv10tjYyODs1O8MzHMb97zCL+2Y2nOuFOJYf7bpTc5PT1MIpNHTC0waocHvvsZTJgI2b080baVXx04RJNj5cTehUKBkZGRqrrDtVJLS0I2ODiopGwZSsIUN41yPdgGhGo8tlgP5q0/5S8+asITTKw5P9hyKdOL8MIXe/C25rC5dBJRjamw8YVusuVWlbLMrIli2ob7R6wHW490fP35waqlzE7ydcjEipi3WMiP5SlcKSAuGZGygreAvcWOCFZL2Q3Xg3XWLy3ago49J0jUmh9MCIpOM/OLUmaPL9B8appEpwdzroglMU9wwvj7kzVDzucksyhluUUpK80PttF6sOyyerB1ryeRYspqRtZ4+KmSMinZcuYSabeLrMOOa26BN46+yZtvvqmkTKH4kFOr+6BJc9Dv/7ecm/wdhma/TLf3V4DV68HWY63apooTQTPptIX8tPYf5OGHH+bo0aO88MILHDx4kLGxMU6cOMFbb70FQEtLS1liSlJWlDlSMRM2m3XN7oPLSeUn0cc9NLV46/ruG00PErL3MBQZor+/v+a6MdMI6c4UP3/Pz6OnJZ/5zGfYsWMHFouFcDjMxYtGO3qHw0Fjmw+XxU63rx0pJUIIRkZGKBaLK+7ZG5Pv0eZopse1soFGZVTzr+MvYdMs7PVtrnmeJ6+cp2CSfHT7A2uuY7FYeE2PMdJt48s/9gm+9qWvsLCwwM6dO4lEIlWppekGC4+57ZjiSdL2RhwOR/nv2ZYtWwD41uAZNCH42d5dVce5x9/Jnx38BQBGpib4qzP/hSGvFZ/ZxkxhgdFsgi9dP8YXB48tSpmHx9v6+bWBgzQ5Gta8Z5Usl7K33nqL559/nieeeIKJiYkVkbK16v3uZpSEKW4aZy99B7fPvKF6sPFRK81tqzfTWI1cRmN+2sOWezcwP9ikDambaBuYJ9BrPMBnUiZmYjaSMVu1lFnzNIYKCM2ITLlucj3YchKjefBItDrlQEpIjxextFqx7LRg2WlBFiQyIdHHdUPKrhYQl5ekzBawYZ01oW+13dx6sGWYp4x6u+wGOiPaZ/IUBSR6Go329LIJc6aAcyaLYyaDOTFPc4WU5X1O9GSaOQtV84PVREos0/Nk1qkHq0QrFPHli0wGm+q/lnQGCxD3eZlt9KwaKVNSplB8OCnVg63V+CLU8NPEF17g6vRnCTgewmXtq6tOZzmrzXVVjTG2iYrGHENDQ/h8Pp588knAiHKUanzC4fAKKcs0NpEelnR2dNQdoUuk4+iJBjoOdKy7ri51ounrbNcfZCI9vu71X527RJu9A5e5gbMRo97r0KFD5RS+ZDJZvpaz184RTDXy8sWXeNP+Bj09PeRyxthVec+SuRSnZy7zTzp/bFUZiEQieL1e3F4Pr585zQNNA+U5v1YjW8wzN5bAFXDjtKz9AnE2n+al2Hk+1rUPTTcyjA4cOMAjjzwCLEWgTl2+wPOn3yYUL/L1r38duBVMGAAAIABJREFUgNbWVoLBIAsLC4RCIQq6zrevn+bh0CZanCtr2kp8/a0jAPxfj/wkBweMLpCnJ6N8/uKbHJ8cYqawwEhmmi9fP8aXBo+BLtg/qdEPWP3r1xCWGBoawuPxcOjQofI9XZ6+WIr8ORyOqkhZMBi8K6VMSZjiplAsFpkcsyN1E9//RistbZLmtnmaQwtrStlc0pikuSmUrPs4k2NGPdhG5gdLRI1oTmVTDru7SKt7gdatxgN+JmUiOWZjZlHK8nNGmuTlf2zA3SppaM3TEMrj8BXXfI5PRCXmpg3Ug+nAlAP7po3ND2bKmNGal44hzMKIfAU13DvdS1I2YUhZcbCIQKBdzpKPpf9/9t48uo37vPf+zGDfN2LhTknUvsuWZcuSZTt23NhJnKRNkzTpvt2+adq0t/vy5va+bbO1abPY2ZrEdpw0iRMndmzHTmzLshRbsvZdokQJ4AaSAEES+zpz/xgCBECABGi3b3uD7zk6OuLBCDM/DjDzme/zfR40XgOyW4XsUkOd8sVSHszVRB5sufPBTGXzwQSBvEFD1KAh2m6uCWXmOS5e+do1MjYTSZuBpFVPxqitCVmaTB5TXia4jDxYoon2vqa4ci4lTPPb1CpfNCRTmOJJjIkkP32lEsru3La9Zqesllpq6b+3is7JM888w4ULF0o3lz6fD1EUEQSBDa6/49XRt3Eu/JfsbP9G090HoXa2qVxlhe/Kv+eck3K3Sa1W09PTQ09PD7fddlsFlAUCASavOpELMDg4yBe+8IWKEjmjsfZ35vDwEMgi/SvWLHkMs7kpslIaMayUwS3WsTErZbkSu8we9+1A7flgNpuNrVu3snXrVg6dPoYr7+At6jeVMmXT08pc009/+tOlYxk1zSDJMnvbti9cwzK36czMNaZzcfZ5FpYsluu568cxpWDtttWLvu7Z0XNkpDzv6N5e021Sq9X09fXxRNLPizGRF978QQqR2Dxkzs31evbZZzl49Ag9hVne5N5IKpWqWVqaKeQ5e+UyvaLIrrXz5ZRb2jp4cM8vlP59NhLk9w58j2BmBlEl40jkiOjh7pe+BJKAXWXivq6N/P6W3bQZzDXXzO/309/fXwFT1aWl5VB2/fr1CiirLi39vwHKWhDW0hui0dFRZElNT/8MyUSWwYsurpxzAjJW5yzeDgl3R5K29iQ6vXKDX8qDNTFTbKoqD9aIgqOgt8fQLOLQ6S0F9JYk3tVJZBl++qgbvUXE4CgwG4TZobkW5to8Fp+kQJkvh8GpQFkxD+ZYRh5M613GfDBP/S+fCijbaCF3Ikd+sIC0Rk9hMoH2WgbVVcUpy1gkBcraVMht81CWCL4BebAlpMwHk4n0LvIkrQrKdFELPSfGiXitiJKMZjqOL6JkEDMqakJZMQ+WeJ15sKUkTc8QVYsUNPW/VmVRJGk2lRp99J67DAY9SZNRgbLDh0uh7BaUtdTS/z3y+/2YTCbWrl1LIBBgYEDp4KfT6Up5rb6+PtY4/pbzU39CYPYr+P3Z150Hq5Y8N6RZFJTvqWK2aTG3qRzKZFnm08/9ErNH1nHjjTcSiUQ4ceIEr732GgAej6eifLEIZcHhEAgyq3qXhrBwZgyA+Him1H2wnq7GL5OTs2y0Krkov99PT09PzTULZaYYS49zZ88+trYrUJbL5fjYxz7GqlWrMJuVjNzly5cB2KFu4/DoQcbnjsfr9SKKIqFQiGQySV9fHy9MnEQnari5bfEh18+fPYwL2LOhdtv8on4wfIJ+i4cNtg5eOvlSzY6NsizzROAst3hW0GVxgsVJb28v+/bt49vf/jbDw8Ps3LmT504fZe2sxJUXDvGJFw6VmrCUl5Y+ef0i9kQWd2fHoueZf3qWkVCKP7rhTj649SY++rGPMuExo5OzZIQskVyCRwaP8fDVY6gR8Rms3NnRzwe37MZjNBMOh0trtpjKoezChQs89thj3HbbbUSj0QWlpeWfG6/X+98SyloQ1tIbouJTvhtuDaLTFygUwkRCBibHTARHKYMysDpm8HRKzIR1aPRpzE3kwcbHlDyYqsFKNKkAiUk7vrWNg146qkLK6GjbEce9bq6TXzxJbFxDbFxTE8rUOgkQ0HuayIONL50Hq1ZuAiRtc/PBUpNZJIeMuEGPeoOeXEFGmC4ghvMUxmtAmUePaUYk19H4TX8xDzbtaHy/dDOZpueDGefyYOFuxxzseNCkcxijKYzRNJqZhVCmzubICpDRNe7qiZEYkSXyYBWSZdqyOWLOxjtLabJZTJJM0GZlus0B1HDKWlDWUkv/7VV0TtatW8fb3qbMporFYiUnxu/3V0CZ3ffzDFn3E4msrzvrqpZGRkYWz4MBcqkoXblhbaQFfrnycoZs2IJaK/KWt7wFURQpFAoV5YsnT56sgLLe3l4mB+Oo7bmGvrfCmSDIEBqJsG7t4h0bL0TPohY0rLGsK80H2759oXsFcHZWaZ++xT7fmr64Zjt37izlqEbCY/zN/k+xOddHOBwu/W70en0F4Lk7vLxw8Tvc7tmKQVW/nHwgGiQ+HqFNo63Z5bB0LDNjnJsZ5U823IMgCAQCAdrb2xes2fGpYUaSM/zBhn0VP5dlmaGhIVavXs2mXTfyO8FX+eVbbuGXPWtLLmZ1aemZfBxvTmbjilV19ysnFfjYkQNscfv44PabGRkaQipIfGjfvXxuzkE9Hw7ywLnDvDY5xHQuyUhqhq9fO8Yjg8dQIXJjUsN6wOJ1132favn9frRaLbfddhuquZu+mZmZis/Nf3coa0FYS2+ILgz8ELtTVXK5VCplYLPbl2TjDqqgTOb6pTYKeeX0e/G7XtwdMm0dSVztqdL/Ua1sWiQRaT4PJjU5H2xmbj6YpSwPpjVLuPozuPqVFvfZeJLYhIZYUIGyfFz5kgzu12L0yhh8BQxeCa1DQqhzH7+cPFhyooDGq21uPlhURWGdntKqqgTkNjWFNjXqdVVQNpFAey2LKAuII2kKM2lUbiM5l4a8U4OsrX0wxTxY2tl4rkkXyVIQIG1dxnywMrcpp9cwq9cw67FSC8qMOcVp7D91jYzVSMJiJGExkDHULl9cdh5MhqSp8fJF41z5YtJU2X2x3CmrhrJXXn21DMp03LF1e+mpZgvKWmrpv6ZqzQezWCxs2rSJTZuUDE4llF1jIqA8NDpw4ACBQKB0c9ne3l7XsVg6DwZ6lfK9li6ES9tUdx9cTJlClOykHU+HubQfKpWK7u5uuru72bt3bwWUBQIBTp06RS4HoOXzn/98hRtjMi3svBfOBtHELKRT9TN0RV2NXWaFaSVaUcdA4AqwyHywmfO4tE469POlisU1K3ebzuWuM+XL8M7t72CluavkwhR/P5GIcg/y1a98lVVmkbUbrYzZx0qlpdX63tBh2mIivT2Lu5qfufQ8No2Bd/bcULP7YFHfD5zBqNJwd2cloBYdut7eXp70nycnSbx79TZ67Z7SOpaXlp67MkDbhPLQ8uWXX+by5cs1S0ufuXaZ0XiU/33rXahFsQTu5b+bjW3tPHj7O0v/vhCZ4MGzr3B4cojpbBJ9NEFcDXe/+DAqQYVPb+H2zn4+tPkWvKba42b8fj/d3d0lAANKzujWrUr5Zz0o0+v1FeWL/1WhrAVhLb1uFQoFwhNGVq2rD0fVUDYbifKjx9bQ0Rslk8sQuOzi2nnFDTA7ZvF0SLjak7S1p9AZFHyYKubB2pvIgwXn8mC+JuaDBXXKfDBbfVdLa5ZwmTO4Vin/76nvzTXy8KiJj0skR+bAQpPH6GUBlC07D5aqzIMtuU1YmQ8muRf5qFdBmXQxhXgpS2qVifxUHEMgif664pQlTaDyLIQyTSRHVt1cHkyuzoMteTDKfLC4e/H5YOVQpkk76D85xIzDgiwKaGbjtM/MOWWiMAdlBhIWYwnKjPH0G5IHW3KbRJKMIJDR14fQaijzXRhABHJOB8ZEileOHOHw4cMLoKynp6dm/X9LLbX0n69G3KZqKPv37zzIlYEgvWu1TI9Pc+WKAhharbbiiX85lPn9/kXzYABGjeLEJHKjNfNgSykyO0EhZqJ9e1vd11RD2dWrV/nGN75B22otFsnCqVOnOHr0KABut7uiAYPJZGIqE8Q84yW9xJplCmmGkgHe7LuvdPxarZb29vYFr81KWc7MnufWtl0VN+NFt6l8zYpdEVfMdUW0Wq1s2bKFLVu2IMsyn/jEJ3C73VyUg9giWs4cPMaZg8cWlJb6fD4ShQwvBE6xNyXSv2Jl3WM5PuXnldBV/njDm7Fo9Pj9/prdB+O5DM+MnOeervWY1JUPcMvPs48c/j6bnD7W2itLbcpLS1/QZRicHWd9SmDvnj0MDQ1VlJZ6vV56e3v5TvA6a8027uhZWbFmiz342+D08rl9CpTJsszHP/kJZl0G2nQQySYYTc/yzWvH+cbgcVSIePUW7ujs5w+37MZttJBIJAiFQmzZsqXue0AllAUCAR566CF27dpFJpMhEAiUSkuLUFbulDVa5vsfqRaEtfS6VZwP5mliPlh4Qrmp3HJzCIs9i1SIMB0yMBk0EhyRK6HMPou7UyIZVSOIBWyeJvJgIzJ6ewytofGOjZExNdZm54NF9Ti35nBtzeIFcokCqQmR1LiqCsoKqN0JjFbDgvlgSyk7qfy9WB5swfFMLmM+2GQKrVEgud4MmIkUZNSzOTRTOfITMfTVUOY2IIynyTsMb2werErF+WCJZuaDRZU82JTPScag/A40mRzGeApjPFkTysSCpOTBDI07S9L0DFHV4nmwammicTKWJjo2FgrY8xJTHhchn1LSoThl6VL3xQoo0+u4Y1sLylpq6f9vFeeDNeo2AUxNSni7BLw7vsFbO/4dVW5FxRP/cijr6emhu7ubkZERbr65fvtzAI1oQivaSOSDDeXBah0LQHfPwrbt9XQtMAjIbLt9Jbd2vIdCoUAwGCwdSzWUTdtiqGZMWK3mRfNg/uQ1JAr0m9eU9q1ehu6V8BEyUoZbXPPOUnFQcrnbtFRXxFAoRDqdxrOum6+nz/PHP/cL3G7dVDqW6ryf2m1hRUq5zldnu8r15SsHcGpNvKdX2ZdaDh3AQ1ePkMhnef/KnQv+j0AggNVqZYIs56bH+X9vuLvu+6ULeX5w7QJvL2hY0dfFvn1KaWOhUGB0dLR0rh07cYI1+TxrgC9+4Qv09PQwNDRUt+SzlsLhMJlUmnffdTcfnSuvvRiZ5PNnX+XwZICpbIKx9CzfGDzOo5dOYtHouUk20AO42hsbgQDzELpv377S9W52drbic/NfDcpaENbS61bxxG9qPtiYCZ0hjdmmlLGJKnD5Urh8KdZvpwRloaCR4IjE0OX58sVDj7tp65BxtqdwtqdLTlm1JAkSkw58a1MN71c6qiLf7HywCQ0gYPTN74fGJKNZWcC6soAXyCcLJMdFUhMq4kEd0TGl1CR6WGb2ahpLhwGNB9QO6pYvLicPlhzPINlkxCbcJvOsSLarzNFRCeSdWvJOLaw2MV0GZbmJGIahFKIkoA2lKRwahTYTGYeOjEOLpK0Nf8vJgy1vPlh6wXywnE7DrE7DrEtx1NTZHKbYPJSZ8wqwr7pwlbTFRNJkJGE2Ko5VLWCSZdqyeWKOxm+wNNkspoJEsAm3zZhIIVLp0ClOmZGk2UjYuxDKXj18uALKbt+6rSKU3VJLLf3HqtgVbt26xbNN5Spmm960/Q4k1cucD/0luzq+x8aNG9m4UckzxePx0s1lIBDg6tWrABw9erRi4HJ7e3tFOReASdNJIjeKf9gPLN59sFojQ0EEdZ729vrZpmpd9w8iOBK4zUp7epVKRVdXF11dXezZs2cBlE1e15IvSGSI8uCDD1aUyJnN8533rsYHEBBYaeonHo8TDodLXfaq9XL4VToN7ay3zDcGqdV9sDigeU+Nrogwf79zWjOGMafjLu8ODGodmzdvZvNmZRZXLBYr/V5euXiSrqSy/t/4xjfo6elZ4GKemxnlldAgH15/N4Y5d8vv9+Pz+SrcpkgmyVcGXuXujrVscVauf3n3wR/4z6MWRN7aW3949PPDV8ikUqiTmYrfv0qlKjlle/fu5Vee+g7B4Bh/tWY7I0NDnDp1CkmSOH78OMPDw0uWlpavWfk6r3d6+My++0v/vjwd4svnjzAQiXBlNkw8FCInwL0vfxfzYT3rHW7e1N3Pu1dvxqmvfd0srln5tc1ms5VcTKiEsnKnrOhilpcv/mdAWQvCWnrdOj/wJDanum6Wq1qyDONjOjwdmbomQDmUrdsO6dQsP3xkDW2dSQpympEBJ0MXlJteoz1aE8pmQ8U8WOOliMU8mLmJ+WCxuflgukXmg6mNMtYyKLvyTAESGgydalLjahIn5toFqyXktjSWdgMa7zyUyTIkxwtoPK8zD7aEhJkCqoJAbrHW9FVQlggksZyNE+02kZtNYB9JYBlS3KWYAXAvhLL5PFjjQFmYjBHVChS0TbhN03Ey1sXdprxWw6xLgTKxUGDt6UFiFjOSWoU6GsMXVYA8KwglKEuajaTnoEzJg8kkmwGquPJgoKkMWSKJxOIdG6uhzH7pKvZ8gbjbiSmR4tXXXuPIkSMtKGuppf8k1cqDLaXiTevKFWvR2v+ekxO/zeDMZ1jj/NPSa8xmcwWUPfvssxw5coQtW7YwPDzMCy+8AMw7ZeU3/iZ1BzPZK4wHAkt2H6zW+PA0WvcMWlVj3xe5XI7JYBhVfxS7tja4lUNZ/w3dnD/6I/T717Bhwway2Sxnzpzh2LFjALS1tZW+s65Il+kwdGFUmzjnV1qz11rnWC7GQOwq93fcu6AUsdptemnyKO36+VLEagUCASxWC8/GL3Bvx00Y1AtLPy0WC5s3bybu0/G8+hXeddGB3WChq6uLQCCwoLT0tDhNl1rHu3uUodz18mBfuvxTkvksH954+4L3LHYf9HR28JGrh7i7aw1t+tpQBPCdK2fZIOuATN1z8+LUJC+PBfjTnXu5Y7visL744oscPHiQ2267jdHR0QoXU2O1sHblKtavXl0BZUWHzuFw1N2ftQ43/7TnraV/f+aBzxHTwxaXlYHZMK9NjvBaaISPHn8Js0bLeruHu3rmoay4ZjfccEPd94BKKAuHwzzwwAMlV2+xrqX18n6vVy0Ia+l1SZkPZmTluumGt4lHtWSSBtwdMw1vE5lQ8mCrd0RwtaeRpFlmwzqmxoxMjEqMlkOZLUZbp0Quo3xgmsqDjSt5MP0iebAF+zYmo3ElEJuZDzatR79KwLITLGgoJGVyk5CbEBQoO1kJZSanAVVKjeBuIkNWzIO1Nf4xF+fmg+WaGNKsmc6TVcP0WjsIDuKSjC6aRTedQZqMLoSyNhPiRIJZI8gNrlmjebCK/UrnlPlg5ubng027HEoOq7MddTaHMak0xqiGsozFpBAykGiinX0jebBqiTOzRDTNdWx05/LEHTbC3jbCzDllqTTGeHIBlGX0OvZt3Va68NSb99NSSy01rlpNDJZSIBAozboSxQ46Le8hMPs13MY7cehr32QGg0E6OztL3RcTiURFGVYRyjQaDY52Kzj1zF671pRDF4/HiU6nsGydQS02do0YGRlBKsio3VHs2oVZrWr5k5cQpxS36+6778ZutyNJUoVTVg5lWpuJp649RSQSQaPR1MyDnZo5i4zMDY5Kl8zv91dkmy5Fr3M+OshvrXxXzYedRbdJ024hJ+d5e+fuRY/loWsv0SFayUSTbNp5C3v27AGUdSyVlV4fxBiZYRfwuSv/Sk9PDzabjUKhUAGH48kojw4e5f6eLay2LmypXDzPXslHiOcyfGjznrr7NZaIcnDsOr+tdiFo0zXXDODLZ45hVGt4//r5GWjDw8P4fD7uuOMOgFITli+9+Dyjo6OkTp/i3KlTwHze7+rVq6xatarhB8iJRILp8BRvetOb+Ou5NQsmonx74Cz7RwYZmAlzNDTC0fAclKm17FBbWJXP4+pY+hwrqrhme/bswelUundHo9G6XUv/I6CsBWEtvS6V8mDtjefBJseUpyPNlS8aEVUF7B4FqEQRHJ4MDk+G/m1UQVmB0QFXqXzx1FNWHB1gb89g82XQGms7VqU8mK+5PFh+2oBza+PzwdLF+WBleTCVEVR9oO+bg7KUTG5iHspS48oO5c7kSI4mMfqMiB4RwS4giLV3tpQHczaRBwsm0BqbmA8GMJkm5yzLg4kCGbuOjF0HK6wVUFYIRXGMJlBJYMqC+vAQktNMyq4jZddTqFe++DryYElLE25Tjflgea2GqNZG1G5ToCyXw5iYhzJLQTmfVly+RlirRnQ6SJqMpA11yhcBTTTWfB4sV2CqqY6NGTTywuHRSZORpMlYgjJ9Ko0pnsKYSJagDBSn7LYtWxd0ymqppZYaV2AZbpPf76/INq1x/imR1E85H/orbu58HLVY6XAUs03leTCTycSGDRvYsEEpSSuHsivXzjAztBbIcO7cOeLxeOnmsqOjY0H5Yvl+AWg904hCYxDm9/tBALNPhVZcupTcn7iIbsqO1WYrrZkoinR2dtLZ2cmtt96KJEmcvH6Cbx5/mFXJdZw9e5ZsVok2VHdftFgsHJ8+jUNjp880DzW13KbvDv8Ei9rIm3214arYfXBCn2GTrY+V5vo3/KenA5yc9vNb+hsJcrbCbTKbzaUmLH9+4jFeHY7yT733ERpVQLNYWvr973+/5GI+lx4FSVrQlr58nc1WCw8Nn+PennWss9efffPAmVdRCSKmaBpXVffBooLxGE9evcgHNm7DrjdUrNmNN95Yep1KpeJyPsujsQi/cNONnI2EGRsdY5/NQY9ay8mTJ8nn81y4cKGitLTYhKWWirnD8gcX7SYrH95+Kx/efquyf4ko3xk4y4sjg1yZCTM7PoEMvP/oj3BdeIV3rdzEzR3d3ODtwKipfa4GAgEsFkuFQ2e1WitKS8uhrNop6+npKR3LcqGsBWEtvS4Vv5SbhTCdIY3F3njb+PFRFTZ3BJWqdiOLaijL56M89/AKrK4CsjrNxFU7wYvK0zW9LY6jHWztGezt81CWjqnIJ3VY2pvPgxm8y5gP5q3/GpWhEspmX5ZJj8moe9VIkxKFMwUKFJDUEjlHDmO7EdEtIjjmoSwxnkF+vXmwJSQmC+izMLVYa/oqKJMmk3hOR5jxmcnGkzjHY9jHYgBE9UJNKHuj8mBLHs90dMn5YHmNhqh9Dso6fPSfv0zGZCSn1WCJxrAElQ4qWUGYgzI7SZOpBGWabA5TQWK8ifJFQ1LJgzVXvqh8Jhcrk5RFkZTJSMpkBFy0D41hnokx7XVhTKQ4fPRoqVNWWq/lti3bWlDWUksNajndB4t5sPL5YGrRxEb3RzkW/BUGpz/NWtdfVWwzPDy85HywciibSDp5/CefYvLURjZt2kQwGOTFF18EFKesu7u7dHNZDmV+vx+1RkTtiKMSGpu76Pf70TslnMZFLnhluha/hBjuoG9d/WMRRZGoJUJi1Qzv3fwe1Gkt//Iv/0J/fz+CIHD27FmOHz8OgNPlZMQ4ytq+lSTiCSwWC7AwDxZIBDkSOcsv9byl7syv4v3OdcMMf9p136LH8dC1l7BpjPjiGqbqdGwMxKd4bvQcv7r6Vm7asAPmjLqvfvWrxGIx+vv7CQQCvPDCC6iBd6tEDqSfXpD3Kzp0GaeZZGGaP9i0t/76zkb41pXTvL9vEzP7j3JDnQzd184dR0bmNzfPA9fo6Cj5fL7iPAslE/zFi8+xvs3N399xFypB5IsnjvLp117hJb2eD23fxvWjx9i9ezeTk5MVLqbb7a6Z9/P7/Wg0mkVnqrWbrPzh9lv5wzko+7evfY1xptngcTOTTvOF00d44NRh1ILIVo+Pm9t7KqCsuGYrVqxY1KErh7JkMsknP/lJNmzYgF6vrygtLUJZI6MkytWCsJZel85ffgKrQ1O3OUa1ZBkmxrSL5sGqlc2IxCI21jQxHyw2pUcuqOnePI13RQpJShKf0jId1DE5WmBi0E7wkvKB11kTODvkYlVZ83kwUULvbqz7IsDUWA4szc0HS4ULaNq1aG7UoEGDnJKRQpLyZ6IMylQSOWcOo8eILqqisFb3xubBqqSZmw+WcTQxH2xGyYOF+p3IqjZmJBl9PINhJo0cjlZCmU5AcpmQI0liGt7wPFi5xMLcfDB3E25TOo0GmHTYidqtZU6Z4ixZolEswRAQIicIhLRqTHOlL02VL8aVPFj5TLGlJEVmiKlE8s10bIwlSFnNhL1z7aclGUMqVXLKqqFs7+atpUxKSy21VKnX032wehuH/kbaTW9lNPY4qxx/WOGG1eukV08mTSepiAOzVcs73vEOAJLJZEUZVi0ou3r1Ks52HYIoo2rACcvlcoyOjqJbE8O62FPHOc1kQ8QiMfQZeck1uxK/jEPjwqlt4/wVZQjz7bffTmdnJ5IkMT4+rpQuXjmLcURHZHiSTx38FC6Xi97eXlIppVKiuGaPjzyPTtRyX0dtpwmU301BL2Kz2djnrt86fSA6xk9Dl/nd1Xcx8twlenp6arpNX716EI2o4ldWzTtvxTleO3fu5J577gHgj1/+NpeuXeU3nRuZGBmrKC3t6enB7XaTTCY5Zs1xX8961tjrD0T+55Mvo1OpudfaznPUztANR2d46PwJ3rZqHd2W+YZTRQgtP8/+9qXniWWzfPMd96JTKdeaD964izv6VvA/f/IsL54+Ra9Ww01792LT6xctLS3m/QYGBhZ1ZKuVz+eZGBvjxhtu4G9+7ucAiGezHJ8Y5XBwmMNjQxVQtsXj4yaLi0w8TntXV0PvAfOfzV27dpXWoHroeq1REoupBWEtLVuFQoHQuAFZEnnxh214OwW8HXEc7nRdxyoe1ZJOGnG3Bxt+n3BQyYO5OhovX5yamw/m8M2XL1rdWazuLL1bqIKyPBODDqSc8nG48oIOW7uAxZfD4suhMdZvIx8Zk9G0NZkHmzKgX9H2J0qWAAAgAElEQVREtiuxcD6YYBBQ9ahQ9ajmoSwsIU3OQdn5AgIC4pUM6XASvc+M1KZCtqugTvnisvJgUzmyasg1Ox/MKMznwUSBtFVP2qqHHvsclGUxzKSRwrO4xuOo5xi34/h1JIeZhNVA0qqvC2WvJw/WbLMMqrZRnDLNHJT5KqDMHI1inVUAs2cwQFirQXTaSZiMpA36usAoLCcPls0Rb6Jjozqbw1zt0IlChVOmQFkaUyKJMZ7kyLFjHDh/tuH3aKmlnyUVb1r379+P3+8vuUuLtar3+/2lPFi1uqzvI5j4IePxp+my/mLp57VmXS0mg8pLcsJF18r57xOj0cj69etZv349UAllgUCgBGVCDDT7t/HKxBFW9K2gs7Oz7s1y0W0quMaxaRef9wQwnBpEDCtwuRiE5aU8F2bPssOhtGn3V80HE0WRjo4OOjo6uNg+yGhoio90/hkjgRECgQDnz58nk1HuDb785S/j7W7nTP4Md63diVVTu0ROlmUGr18jZE3z8z1vRiXWPmZZlvnUxaexaYzc59rCF0MHa866CiZn+OHIKd7duxOXbr7jY7VDd2FmnKdCA/yPG2/l5zfdCSzM+w0ODgKwbSJHt3aag/LBmqWlp0JjPB24zB9s3U1kLFg3Q/eZE68C8Be7KoG0uvvghdAkz127yh/t2s0aV+XcuA1tHr7/7vfx8U/+E9cEiXu/9QifeNM93Nrdu6C0tAhlgUCAM2fOkM1miUajPPDAAxXli+WdMctVy6Eza7Xs617Bvu4VyprlshwbH+VIcJjDwWEOnDnFzcD/c/wAfWMD3NzRw83t3dzo68RUp3zR7/ejVqvp7Jxv2rLY0PVyp6yeWhDW0rI1NjaGVFDT0R0lHtdz9qids3hRqfO4PGG8nQKejgROd6oEZaU8WBNAFQrO5cHcjTfYCI7IGBaZD1YNZYVCioPf9KI1igiGNJFrVsKXlS8ajTWJzSdgac9h9uVL5Yv5jEB+xoBzS+N5sMyUCHkRrbfx+WC5CeXvxeaDCQYBVbcKVbcCZbnjOQqDBaQeHepQCvV5pZyvoJJJ2QvovSYkt7oCypaTB5NDVXmwJSTkJWxJmUjPInAgCqStOtJWHfTYSEfT9J4cZ9ZlJpVK4ZqM4piIAhDVihRqQNmy8mDx1JLdB6vViNu0AMouXAadlozBgGk2ijUYAiBXLF902EmY56Gs6NC93jzYUjIligOnFzl+USBlMpAyGcDjwjM2iSvceFOellr6WZLf78dgMODz+bh06RKn5hoWOByOipvLcijz+/309PTULGWy6bZh0vQzGnusBGFFt2nXrl0N79dUeIZCRod1kVEs1VB2/PhxnnrqKbwr9ISntLy0/yVe4iXUavWC8kW1Wl06FkEQENqi2BpwwsKZMVQhM1abddEM3eXYBdJSim32G0vvU2vNJFnixPRpNts30tPZQ09nD7t37yabzfLxj3+c7u5udDodly5cpC9nZuL8ZT770mdL5XF9fX1YrUozqOKsq1SvyH0d9df6+fGznJi+zl9suJ+pUeXiXQsovzZ4CBD4tVW3Vvy8Og/1r+dfwqbR81tr5t2y6rzf1x59hIHr11F3uimkMxUuZrFErre3l4+fP4RLb+S3N9zEo69+taZD55+d5vEr5/mVjTvwmSyln1d3H5RlmX8+/FNMGg2/url2O//4zCxks7zzttv4zOh1PvDEd/nApq3c3ruCNqOJTW4Pqqq83/nz5/nud7/Lzp07mZmZqSgtbWtrW5D3g8aa35g0lVD27cce41ruOu/dcRNHxkf48umjfP7UEVSCwBa3j5s7evidLTtx6Oevh4FAoK6rWVQ5lBUKBT760Y/WfS20IKyl16FSZ5k7h9EbCqRTo0wETUyMmQmOKlAGoFLlcXkVKJsMGtHomsuDBYt5MHVj4CJJEJt00LGm8flg2YSKQkaHd0cU7/ocsjRFMqImGtQSHssRuW4lPDAHZZYUtnYQtTLIzeXBkhNL58EW7Nvk3HywJtq5J0NZZAcI24yAkXRaQpzKI4bzqCdTqC9kgAySSiZpL6D3mDDPiGS7GgcQMVnAkIFIM6WI08p8sGQT88GMswp8j/e4KWjVRGQZfSKDKZpEmpqhrQaUaZNZMgLN5cEiS+fBKiTLtOXyxO3NuU1GSWbcbmO6zQmdPiZyeQyJJKZEUoGy8SKUQVirQW80KnmwJuCw5NA16QRmm+zYaEymSBkb/1221NLPisrzYPfffz+yLDMxMVF6Ql4OZXa7vRTur86DlUsQBLos7+Fy5B+IZs5j1W2sOetqKRWv3XrPeMPbjI+Po9Vq2XSXmUvR/byv63GGhoZKbsz+/fsBKqDs8uXLON1WkppCQxAWSo+hCptZsX7Foq87OXMUnahnvXUjiUSCcDjM1q1bF7zueiLATG52QVfEsbExJEli9+7dePva+Y3XPsJu9UZ2yxvw+/2cP3+eEydOAOB0Ount7SWRU+4nblyzFaO69ndeKp/l05d/xFprB/d37+TZZ35U020aiE7wWOAY7+rZQbuxEjbLOzaemw7y0vgV/mjjHVi1td9TlmX8w8MEzSL/+J4P0GGyVjhl5S7mKgG2edp47eAhJicnSxBXrs+efBW1qOL3tlW2x692m56+OsCLgWv89a37sOlr71vxPLtt61bu2bOHfzp8iK+ePsGj504DsK+njy/d9w60ZVAzNDSERqPhnnvuQaVSVZSW+v1+zp07V4Iyl8tFX18fQ0NDtLW1NTxmRZZlRoaGWLuqn3fNuX3JXJbjE2McHhvmcHCIr509zu9vn290k0wmmZiYKHWFbESjo6MUCovfH7YgrKVl69KVJ7A71ejn8mB6Q4HelVF6Vyo3xJVQpuPsUaUDjSBIHPihE0+XgKc9icNTv3wxmxGJTTWXB5sN65Dyauy+dMPbTAeVLxGLT4FDQQRTWx5TW572zcxD2biW8KgCZcXyxeArIuZ2NQZvAaNPQr1I+eLUaHN5MIBksPn5YEoeTE+++EO9iNSpRerUAkbSGQkxXAZlFzOAgG44RTqaQuszk3NpydvUdcsXi3mw9GJNOaqkn87MzQdrfJv8ZLRyPpggkDbrSZv10OFkugRlKaTING2hKJo5A7Tr7CB5u4Wk2UDSYqzrWBW7D0aayoNllPlgy3CbKssX1cTsVmJzTtl4Lq8MW04kMUWjWKdnAegIjCjli1VOWS1Jkek5h66JfF80RrqJjo1CQRkMvXfPHj7R8Lu01NLPhop5sOLTeUEQ8Pl8+Hw+br755gVQdvny5RKUvfrqqxUDl8tdoXbz27ky/c+MxL7DBt3fNZ0HA+WJvsECeb2/4W3m3aYoIGE0Glm3bl2pxX0ymSxBWSAQKEGZIIBwYD2X144hrHLR2dlZcsoWrtk4ZDWLOhqZQppjkcNst9+IRtQy4FfKvWpB6Inp04iIbLNvXnAsxTX7XvAFcnKeX9xyH91GH7fccguSJFX8bi5evEg6rdxP5F4e4cnhJ0vOX9EpA6UZx2R6ln/Y+l5UgljTOZFlmX88+xQWtZ4PrburYr+quw9+4dIhLBodH1h1I/V03D+AmM3Tv76fDpOyL9VOWTyR4He+9xCG2QQdssihQ4cAOHToEENDQ6XzLGMy8P0rF/j1TTvwGCtL/8rdptl0mr87+CKb3V5+bWvtBwbFbYrdBwVB4G/33sH/2HETY/EYr44O8fFXDvI/n/8R/3r3vajmHn76/X66yzo2lpeW7t69uwLKAoEA586dK5WWfu5zn6twmItOWbUikUipI2hRRo2WvV197O3qAyCdz6MvO0/rZTUXU3HNFlMLwlpalgqFApNBI6sWmQ9WDWXhyRDPPL4Gty9JOqPl/FEH51GcModnCm+niLsjgbMMykp5sPbGXa2pMeUG19HEkObpoB6VLovBXvupRQWUbVKg7Pj3rMiSgGjNEPWbiV5RbnhFcwazT8TgK2DwSmhMyrEsJw9WiC/Mgy2lhuaD6SqhLHcxheZyhkynAW0khelSAkhQEGWiVtB656DMPg9lb0gebMkNZNqSBWJti8wHq4AyB/F0ltWnA0StJhLZDG1TszjDCshE1eI8lJmN5Ivli/E0Is2V75W6DzaZIVvKbSpUQVn+4gBqGfJ26wKnbEqrQXDYSZqNpIpQJsu0ZfMkHI3PVCvlwZpo/GFMKhm6Zi5KLbX0s6LiDVi9z0ctKHvssccYGBigs7OzAsrsdnvFzaXP9BbG40+xxvlnJeek0TxYsStce6+VTCFCIjeGSVO/Cx0oc63C4TDbtm1DpxokL2coyHlUwvx3fzWUXbp0iW9/+9u4ek1MzSQ4fPA4hw8eR61W09XVVTqWciiLjMUA56LfKSdmjpKW0tzadjuwMA9WfpzHp0+x1tKPRVMJFIFAAJ/Ph06n48Dkcbba19JtnM/giaJIe3s77e3t3HLLLVydHeWhz30JvcVEu8fHxYsXOXnyJKCUlvb19WFpd/FY8CA/17uNrY5eEokEoVBoQR7s6dEznIgE+MiW+7FrK68d5W7T0fAQPx67xAfX78WiqV9t8M3DB7ABv7Tr9rqveX7CzytynE/f9zbuX7mBJ598kjNnzrB9+3aGhoZKwCyLAvdoVOxMyQwNDVXk/YprZjAY+F8vPsd0KsXDb/t51HUqR4rn2cqVKyseILtNJtwmE1u9PkQEPvrKy1i1Ov7+9rtIpVJMTk6W8lW1VA1lfr+fhx9+mK1bt5JKpSpczGITlmL5YhGYl/psAhUAVtxGrVYv2rGxWoFAAK93cQe4BWEtLUvBYJB8XoWvo/F27tNTyg3eTXuD2BwZMulxJoNGJsZMBMe0nD/mANyIqjzOOSibjWgRhAJ2T+OuVnBExmCrnwerlixDeEyFrV1quGNjISdQiOtxbcnStk1ElpJkpkWS4ypSEypiAYHoVeWLswhlapMMeRHNG5wHW3A8IRlZkJGcjX+846EUeqNAdLMdsJPISGins2gjWbShBKbLC6FMmEiTc9R3Y6rVUB6sSsX5YElrM7O+lHMl1NFGxqBXnLJUBlMsiRSZqYCy2ByUqbL5/5A8WLXUsebmgwkFCXteYsrjIuRzQ6cPVZlTZpiNYauCMo3ZjFaWmWxyeDRAoom2+aZ4Ehno7u5ueJuWWvpZUbPzwQRBIBQKsXLlSt773vciyzKTk5OlJ/4DAwOcPq2UcVmsdvTuzRT6HmVkZLJi1tVSKs66WrXiZkaBydQxVmjevuSxgHLTOi0qJYzZQhyDuv6xBYNBBEGge6+AkB/j17u/XFG++NJLLwGUoKyrp5PcsAajSb1kHsyqttFvXlPat1o5neuJAMOpUX6195cqfp7P5xkeHmbnzp2MpCYIpkPc33n7osf/lbNPos+L3HHLbdy682YkSar43Vy8eJH0yTT7UGO9PsYT/ifQarWlNSsqlkvzzxeeY5O9k3f2LMxRFeGgvbuLPzr0CJ1GG7+9pv5A6FPhUSJj49j1Olb4asNBppDnn04eZIPTw9tWKPm+0dFR+vr6uPfeewHFxTx84Rxf3P8TNqp0HDl4iCMHD5VKS3t6ehgaGmLHjh0cHhnmOxfO8bs7drLBXX8W2dTUFIlEYlFX83d27GQ2k+bB46+hU6v5eZd3wZotpaGhIQDuueceDAZDhYtZq7S0r6+PyclJjEZjaUBzIwoEAnR3d9d1catVKBQYHh5m+/baebmiWhDW0rJU/LLwNjEfbGLMjE6fxmpXHCqdvkD3ihjdK5RucUUomwyaCI5qOX/MDgiAzOFnbLg7RVwdSeyeTN3yxWIerH11486ZMh9Mj8UXbXib2IQGZAGjT3HOBBH0Lgm9S4KNOWQJMjNzUDauQJmcU5yy6Ik8uaAajRc0HlDVbsYELC8PlghmkO0gNDEfzDorkOkoG+qrE8n49GR8esBKIispQBbJog0XoQw04TSmw6OoPBYyTh0Zq7Zu+eKy8mDF+WCWJhyaWGpuPtjck2FBIG3UkzbqwessQZlxDsrcU7No5k6nzstXyVstpYHGdcv5ZBlXLk+iyTyY4jY1AZTJ5IL5YNVO2Xg1lE0p7rRvdBx1KKw4ZSajkt2qA3/LyoMlkqSM+tLNRksttaSo6AI0Mx+s3G0CBcq8Xi9er5ddu3YtgLKr12K8MqgA0ZkzZ0qlj8XyxXrl68Vr9/r+mwjPOAiljrHCujiElbtNiZhywcpKCQzUh6Wic5JWBbCg5HXWrl1bWpNUKlVRvnjo5Z+ixkJWyPPII4+UjqWrq6vixjeYGqPT0I0gCHXdJoBXpo6gFtTc2lYJqOUZusNTZwDY5dq8YPuijkcGGPIHWIOB9asU8BNFscLFfGXyMn978BHeod+AJ67m0qVLpfLF733veyXX70eZa0QyCR646QOIwkIHqdh98N+HT3E1FuaLu9+DUV37+1WWZf7hxPP0p2Hd2v66v+9vDZxmJD7Lw3e9G1EQSCaTC9wmo9HI92bGOddm4vPv+x30EhXAfODAAWUtjh9n6uwZbtNreZe3k3w+XxdKGnGbAP7k5j2k83m+evoEs6IO5xLzwWq9j9frLeXBql3M6tLSCxculH431eWL5aWl5UqlUk3nwcbGxsjlcksefwvCWlqWLg78ALtDU8qDLSVZhuCYDu8i88GqoSweneCJf1+L05Mil9UwcNwGx12IqgI2d0SBsvYUdk+61LSjmAdztDeRBxtXoMDa3nizkNi4dm4+WP3yRb1TQu+UYIMCZQNPqyChRedUkxqSSA8qT+5kUw6DT43GozTsKIeypvNguRp5sCUkzCrzwbKLtKaXtZVQVvAnsF6MkfAY0UaTWAejMAgFEaZNAmqPhbRDR8Y2D2X6mQzSMvJgMa1QKhtsRJrp+OJuUxWURfMF1py9SspoJJbP0TYTxTGXw4qpxJpQpk9n0MoyodfZzr6RbZaaD1YNZaprQ6iSKVIOG4bZKLbxMAB5AcJadU0oez15sJZaaqlS1XmwRtRI+WI5lA3NZnnmmWeZGFhNV1cXV65cKTllNput4uayHMoCgQA2mw2Hw4E7cwOTqWPIsrzoNaa8+6BOpdyopgsz2Ois+fpitummm25iLH8ai2bh3KpqKHvx4tMc/M4xuno7yGQyHDhwgAMHDqBSqUrli729vYwnRrnVe/uiaybJEoenjrHVvgmTuvIpZ9HV83T5eOrc11lvXUGbzlHzOAqyxOev/hBf3IjFYsbhWPi6nJTnU5eexu528rt73oNWVCPLMp/97GcRRRG3211RWvouo54r0lGyVXm/4pqt3bqJ/33xZd7csY472tfU3C+AHwYucGVshE15mf6VK2u+Jp3P8cDZw9zk7ea2jhUVx1++ZhenJnn62mU+tP0WnHrl+lReWvrCCy9w6NAhhI52pGCQlekM//7ooyWnrHiulZeWBgIBLBbLkm5TMSu20uHk6A+eJKTVMhSLssJe+3dSrqKrWa+RDSyEslAoxIMPPsiGDRsoFAoVpaXFJizVUPZ68mCtOWEtveEq5cHWNt6aOh7TkkoY8XaMNbzNzLQBENi4K4S7I0k2M0E4aCQ8ZmRidA7KEBDFAjaPAmWphHJK233N5MF0i+bBaik0BhpXgjqjQmorqsewQsByk4wsC+RnJHITkJ2oAWVeNSrbf1AerEpiWMG1nLOJ+WDRPFk1hDa6QGgjkiugn85gmMmgDccUKKMSysRgnGkDb2werHq/MjnM+apZV0vIkFTyYOE2F0mziVlZRp/OYEwmKUxPV0BZXCWSs1oQJQX6mxmebGogD1at5cwH0yZSJBxWxjt9ilOWn3PK4smaUKayWhSHrokuh608WEst1ddybtoCgUDNbFM9tZvfSmr2ME6PwPve9z5kWSYUCs07ZVevcuaM4vRYrdYSxFy7do01a5Sbe7fhBkYSz5PIj2DW1C4rru4+aNcqDUCmswG8htqD2svdpiuFaXyG+jBR1NjYKABvfevb8bq8pNPpCjfm5ZdfRpZlHGInQV+I/f37mZiYQK1WL1izM7Pnmc7NsLftlgXvU8zQPTH5EpHsLH+5/jfr7tNPxo8zGBvj7mgbK1avqAmq3wq8wlAyzL/e8KtoReW6m0wmmZ6e5s4772Tv3r1IksTv/viLJManuE/fuyDv1zc3Ayufz3MgP4lKEPmbrffU3a9kPsvHTr7IDsECTNc9zx65dILJVJzP3Pa20r77/X40VW7Tvxz/KRaNlt/aUrsByOjoKM62Nj6TiXH/zTv5s1v3VXRfrC4t7e3tZXBwcEEebDG9c+VqrhYkLmpE3vHYN/jcPW9lb0/t4ypqbGxswXywpVQsX7zzzjtxuVwVpaV+v79m3m92dhaVStW0Q+fxeDAaF78XaUFYS01rPg/WeCni+Nx8MG8T20yOmRBVBZwepbRQq5Po6IvT0afk0LKZCaaCRkJBIxOjagaOz5cvnnnBgKtDccSsngyqOme6LMPUmLqpPFg+K5CfNuLakgUac8/Sc/PBNB4lpyYIoHEof4zrFCgrzEhkJyA3qSY1IiFcU6AsczGDZlqD6BER3SKCqf6OypNzeTBHE3mwYBK9QUDSNUGUoRQ5x/x8MEmjIukxkvQYYY1DgbKZDIZpBcosg1EEQAIKx4YQ3VZSNj1pqw65XvnicvJgc/PBEk20ZjfFkpV5MEEgbdAr3QddTmZlGV06gymZVGBmJopWViCs/ep18lYLCZORpNFIXlu/G+Fy8mBNzwebc+gmy8sX1WpiNisxm7UMylIY40n0s1HsIeVhins8jDA9g+BQhkenDPq6paWtPFhLLdWX3+/HZrM1nAcrbtPb21tzPlhNSSbioTY61l9HknOIggaPx4PH4+Gmm25ClmXC4XDp5rIcygYGBvj+97+Pt8tOVmNkMnkMs632Z7nabbJo2hEFDbPZ4UWPRRAEuru7SF6fxbRIdqyoyZEpMObxOJWckV6vZ82aNSVgTKfTHLx4gB+f+xGuRBsHDx5Envse/vrXv15Rvrh/8iBWtYXt9soyxaLbtG7bBh4d3c+bvLtYZ63dDj+Vz/Bvg8+wUewkl4rVdDRC6Shfufoie93r2O2eLz2thvCnR89wJBfkf915P+/quWFBaenly5dJpZRrl+HCGO/v6mB84Br6qs6YRX3h/KuMp2L8mrqLuCVf06GbzaZ54OxhbutYwc2++c6Z1d0Hz4bG+bH/Kh++YTc23cIHcUW3KeVpQ8zn+NOb92AwGCqcsvLS0vLyxYsXL/Lwww/XLS0tV3HN/uTn3srfnHyNX/vh43zsjjfz7g31m3Q06jZVv4/ZbC45dNWlpdVdS8s7Yz744IN15/uVq9E8GLQgrKVlqHjie5poylGdB2tEY6Mi9kXmg2l1Eu19cdrnoCydmuTZR/sx2fMU8mqun7Jy/aQNQZQwu2do61Bhb09j82RL/2c6riKX0GPZvIw8WFPzwZSPWr1RKYIAaofyh3UyVllg9oBMelxG7dKQH80j+pWLc95QQOutDWWlPJh6+XmwpSSmChiyEHbUd04kjYqk20jSrUBZcjyB7/wUcZcJbSKJzT+DABQEiBhFhDYrKXsllC03D5YVBTKGJtym6SXcJkEgY9CTMeiJuJwgSfRfGiBn0COr1RhnotjLnLK8ZQ7KTPNQtrw8WGpBHmzJbeJLlzwqUGYhZrNApxcCo5hmY0RddnSzMexlTtmURilfTJgNpAyGEpS18mAttVRbxflgq1evbnib6jxYIxoZGUGSBMzeIaZSh3AbK/MqgiDgdrtxu93s3LkTWZbZv38/Bw8epLu7m8HBQc6cSQB3MWw6zZqVcunmsthSHBZ2HxQFFVrRSFaq/0C1mG0StTIyEjpxkeAzyprFxzMY2lV1nRO9Xo/QIRGTpvj1rf8f2WiOz372s/T09JDL5Th48CAvv/wyKpWKuDXJhp5+hp3DdHV1oZkrIy92HzytuY5W1PCrffWzcN8MvMhUNsqvqHdxkiM13ZbPDTxLTirw4XX3LTj+otsUzaX45wvPsdnexTu6lZvyWnm/L/3bl/GHxsladcgTMzzxxBOAUlpadDH7+vqIqeFLFw/z9p4NRA9fres2fenca8xm0/zZjn2ln9XKg33q2E+x6fT8xubaLljRbfppbIZfunEnXrN5wWuqS0tfffVVfvzjH7N582YmJydrlpZWQ1mx++D2NWv47qpV/N6PnuSvX/oJ/U4n2+s0HSl2H1zKbSqqmNXs6+ure55Vdy1NJpN88pOfpL+/H7VaXdPFrIayRvNg0IKwlpahC5e/j82uxdBMHmxUu2gerFrZjMhsxMG6HeGG9ysZ0yJJKlZtC9G+KkEuE2F6XE8kaGByTMX1U1aogrLCXHCqqTxYcPE8WC2FR3NgAZWhsblNggCpSAG1T4t6txaVrIGojDQpoQmJNaFMcApKHmzNMvJgTZQiaiPKWqWaGNKsj2eRBAiudSOrRCZzBYzRNMbZNJqpKLbADEKgEsqEySgxDU3nwZrJNolzblOkrQm3KZNFA0w6HUTtNphzyoxJpTmGcTaKfaYSyqS53Xmj82DVMiWSynsu4shVSxVPkLaamZgrX5woc8p0s1HsE2GYKIMyuw1DMs2eW29t+D1aaulnRcXug82WIkLzmRNBEHB584zFfrAAwqolCAJTU1PYbDbe9773ARAOh9l/9tMEh2e5du0aZ8+eBcBisZRu/AcHByucEwC1oCMv1X6gWnSbdu7ciVCj+UQthcNh5LSAs6v2XKeigqlRrGobZrWFC+MXALj77rvp6uoinU4zPDzM8+f2kwgEmD4T5pHTj6BSqejs7KS3t5doVHnYekbt5zd634VDW7vUPZia4tvDL3GXdwfZi/HSrKtynYxc50djp/j1lbfTbaq8fpR3bHzw4n6ms0ke3PXLNZtxgOKcjI9PcN0h8+fvez/bnJ0VpaXleb+CTsMtOok3u00cTSRqzoebTMb56sVjvH3Feja55p/8Vp9nR4LD7B++xsV3LoQAACAASURBVJ/fdBtWbe3rud/vRwamdFp+74bGunCOjY1hNpu5//77EQRhQROWWlB25coVurq6UKlUmFUqPnfPW3nrt7/O7z/7FD98zwdwGiqvnYVCodSxsVFFIhFisdquZj0Vyxf37NlDb29vhYvp9/trQllxblkj79OCsJaaUqFQYHLcgAAcfKEbX0cCb0ccizVb975XyYOZ8LQ3ngcLjRtBFnB3JBveJjw3H8w515RDo5Pw9Cbx9CZZB+SyZVA2KipQJivli1cPaXB26rH4spg9ubrli1CWB2vw0yNLQNiAYYUINNaevjgfTJjLgwmCADYBlU2E1cxDWUhCMymSG8uj8osICMj+NJqUhNSmRmpTIxvFulCynDyYdio7Nx+s8Rt9ORRn2iCW8mCSRkXcZSLuMsFKVwWUqaei2AMzpfLFtjPXwGkjaTWQMuvrOlbq5eTBEorblGjwSRooHQuhDKjKnLJpl1OBskym1LHQODtfvui9PkRurtFHwrR4+eJy8mC6WIKEvbn5YJYqh67aKZvIFzAmlFJM3UwU++QU0MqDtdRSLRUrRY4cOUI4HKavr4+enp5FXeN6s64WU7H7YLfrHoaj3yJXmEGjql/2V3QBVq9eXXIB3G43N9ywnRO9/8g9XX9CNmYq3VyWQ1kymeTxxx8vuTEiOgpy7QeX5XkwAeV95CWuewPXLgPQ1VO70UdRwfQo7QbFFSm6TcU10+v19Pf384XkQ9jW2vjzVX9Y2X3x0CFkWUZGZtP5NkwUuJa5Rnd3d8kpK+qLg0+jQuS3V97LIz/6ygK3qSBLfOrS03j1Nn591e0V2yYSiZLbNBAd51vXj/CLfTvZYK+fJ3p14JxSYbFiFdtdXQALSktDoRD7z5zg2dOvsSKj5uihVwA4cOAAw8PDFU1YPnPmFXKFAn+8bW/F+5Q7dLIs8/HXXsZrNPNrm+qDzMWrV5hWibx7yzY8poUuWLVquU3VTlm9vN/MzAwPPfRQ6Tz77N338p4fPMZvPfUDPnPPfXRZ58v/ymeqNarlPuxQq9V0dirn5lJdS4ulpW1tbQ05dC0Ia6kpBYNBCnkNHl+C4Iie61eUp0MGYxJfRwZvRwJfRxyLbR7KJpaRB5uoyoM1orERMNpi6Iy1HSqNVsLTk8TTU4SyafZ/qwONTkSWBEZPm+CUGUQJgyuGo0OFtT2H2ZMtQdmy8mAREfKqUh6sEWUnlb9FT+0b8Aoo61egrHAsh+QvgFOLPJ5FM5xT/i+9hMqtqwllpTyYvvE8mByuzIMtpdJ8sO767dyroSw6k6L3bJCEzYgmncY+GkEYnXPKdCpw2UhUQZlpOXmweLLp+WD/h733jHPsrM/+v0dHvY5G0sxoZqdu9TZvc2G9Ztc2GGyDMabYGFOdwEMg9QmBwD8PJThPSCDUBLBxwMSAcbcxrPu6bF9v9bbZNtIUTdNo1PvR+b84knbUZqWNnySfD7reeK3R0anSfV/39buunzEWz/cHq0GgBIGUXk9Kf56U9Z48hUqjQdJpMcwpX4zlgz7KSZniB8sScNWv0OkKiY0NkNBiYuM820hq8Twp62wn65vE4Z+tugLbRBN/6PB4POj1ejQaDbt27WLHjh0IgkBnZ2dxotzd3V3SXLmgnNTrB5ubPthpvprh8H8wHn2aHtudNbfx+/3E4/GK1fk2w3rl76n9DDhvxel0smHDBmRZZvfu3Tz33HN0dXUxNDRUJGVqQz8znRL2S/bT19dHa2trSfkiKCqAJCuLfCph/vHl+Nk3yBnSXNJRuxxTlmXGkz4ub91Y3E95f7CTkdNMJKe4pfMmdDodixcvLpaFxmIxvvUv3yZmytCtaWfH9h1sf207KpWKrq6u4r0JWTK8MnWYj/dfjyomEYvFKibtvx3dz2DYxzcuvQ29WEquCxP93t5e/u6Np7FpDfzp0utqnldOlnlw38u4gM9edUPV9wiCQKvTyc9SIyQWOfnRTX/Mo795iJGREXp6ekr8fiaLmZFcgjv6erFm5ZLky0KvK1EUeWboFAcmffzfq6/HoK4+lkmSxPjYGDN6Lf9fnSpYIBAgGo3OS3TK/X5Hjhzh8ccfZ8WKFQQCgZLS0k+3trLHO8JHf34ff3zNtdy+8lIEQbgoP5jH48FsNuNw1D+uXqg/WDkpy2azfPOb36S/v7rXsBxNEtZEQyg8+Ne9w4PekCUU1DHhMzPuMzE+pmfoTCUpGx02o9Elsdkb8IP5xHn9YOXI5SA06aBzcf1EL5NSIaV09KwL4V4eJ5uOE5nUEhrXEvAJ+I6Y8B0WSkiZSpQb9oMlJpRBopYfrOqxTQrkNBJY6yQ6gkA8kEFukZGusIAso4pIiP4s4kymlJTpcohtOnIONZagQLqzfgKiSkgYU/P7wcqhD6UUb5OtgW2iyrMy3t9OVqtW1JhIAlMkgTgbxj4WwFVGyvTRJGmBxvxggYtQm2INqk3ZLMaczKS9hYCzVCkzxuJVSZmkEhWFrsHmyQCxBkoeC4mNyUb6g8WTTT9YE01UQcEPtnTpUm655RbS6TQjIyPFVfJqpKy9vZ3p6eli+mA9mKs2WXRLsGpXMhZ5mG7rhy/YH6x8cmzW9KITW5lJHmHAemvxdUEQmJ2dRaPRcMcdd6BSqZiZmcHj8bDj+KOEfFqePvu08hlmc7F88cyZM3R0dKDX6/EnFUJiVteOKZdlmcmRacS2DN2m2j66YGaWhBTHre8q9gdbtaq0v9fL069hEA1c3rq+Ynu/3w85mfRSLX964+dK7o3H42H79u1K2IcAl1mtdOQE9mX2VVyzaDbJj08/x6Utvby9o7I/WUFtOiT7ORgY5quXvgertvYY+5j3MNJ0CEOrDXdLbXLwq9MHOBWa5kdXvw+dqGZiYoIlS5Zw6623loSwPL5vJ52BHOKxc/zg2A+KyZhut5vJyUm2bNlCJifxzb2vstju4ANLa/dIe+nIIYSczJply3AZ5/f1zT1/aExt8vl8qNVqbrnlFkRRLFHKvF4vK+Ip5FiSE489yZeee4FNK1cx5vXicrneVD9YORKJBBMTE2zZsqXuc1GC6+pX6JokrImGMHj6cVrsWgxGZYWrxZ6ixZ5i2YoZZBnCQZ1CyHzmElKmErPseGkB7e4Y7Z2xEqWsHOmUitBMY36woF+PlFXjcNevnAXGlR9Ga4eiaKm1MvbuFPbuFH1QlZQVyhfH98tYO7UYOyQMLgnVPJV502NZMKfq9oMBxCYk1A32B9NHVKQXG5AABIGcVU3OqiYzoM+TshziTAbRn0WeSOVJmYA8kcCag3SrlkyrFsko1lS5Cn6wZEv9k3bDrNIfLGGtn4RJUyEimvP9wXJqkajdTNRuhh4XU3lSZpxDypQ7A67jSvlizGwkYapdvihchB+sqDY1Ur4YKyNHVZSyclKmy5cvOr1j2GxmJejDbCQzD/ExXoQfTB2KkDI3kNiYy2FIJNi0sekHa6KJchT8YIXVea1Wy8KFC1m4cCEA6XSa0dHR4sR/165d5HJKhcThw4eLXrKenp4SpawcBT9YQY3usnyAEzNfIZDcjcNQGcsOyoq+1WqtSNsTBAGbdhGh9Lmq+5mrNjmdTpxOJ+Ptv0TKRbja/LXiuXg8Ho4ePQqARqPh0UcfxdwhkFPrMatr/8ZOTk0gJWW6etw1PVMAgxHFA9ZvGqhaVpaUkuyZ2c9bXRvRiZXX7sTZQWRkLlu8FkEQ0Ol0LFq0iEWLFgGQSqV48vBLPPPGa6xIt7Nn5+5i+uLjjz9eVMqeTpwgkI7xL+s/VnV89nq9dC7o4juDL5SEcVRDMJ3gW4ef5x0JgUtXLqv5vkgmxfePvsZb2nu5fsESZmZmiEajxeesEMIyqZL41fEkn71iMx/vWV4kMUoIi6KU7d27l33nTqMOTfPn192AWOO3X5ZlHt+9i3bgE2+d3284FwW16UL9wcq3mes7rJaM6R0e5nf79uDxeNm3ezdC/rx/9rOfFcsXq5WWFjA7O9uwH+xiW01A/Qpdk4Q1UTdyuRwT4yYWLaneH0wQwGZPYbOnWLYikA/kMPPMbxdib00zOabDe0YZAPSGOO2dado7K0lZ0Q/mvng/WD0I+PSIujRGe/UYi2qkbP/jNmRJBTIEjmoJvCGAIKNujWHt1FSQsoIfTN/XoB8srkZYUn9/MNmfQ5AFJEftErmcVSRnFcn0A7IJ7bE4urMpsnY94nQCm0+5dkmtjOw0VCVl2kCatAhpc/0T/dx0pMQPduGTkXEmJGKO2mpTOSkLxFMsOjpM3GRATKexT8zgYgYJCGjVeVJmIGEyFEmZMe8HizdAqEzlfrA6YLxQf7AqpKxj8AzanIxkNmEIRmiZVQzlMZWKzFxSptEo90aW0TfqB8vk/WANlS8mEOSmH6yJJqphPhVAykXQai0MDAwwkG+um06nefTRRzlz5gx6vZ7du3ezc+dOBEHA7XYXJ/7lpKyQPqjXKwtbbvPNDIXuYXDmbq7sehyVUPr7XFABFi5cWJU4WDX9eKJPl7xWUJtWr65Ue9SCjrQcxeFw4HA4WL9eiV0/cuQITzzxBJ2dnXg8HqJHo8AaHnxtK/19g8XzcTgcxeN4/dQuANYsrp7OV8CR0EFsmha6jX0843mmotfVSHyMjJzh0pbqkebHzh4nYZa4ZsGVVf8uqwUezuzDsbqNv9zwp6RTab773e8WG/bu3LmT7du3kxNkbrK3MK4ZRNeXoru7u1gVUEgfVK/oIpCK8a+X3zkvsfzesZdRh5KocvK8v6k/PbGHQCrBF9ZcW1KKV77NPx14lRadnk+vuhKrVleSjPnEE09w9OhRFvT0cOT0IJskmf2PPcmp518qqphzS0ufHzqDNBtEa7PiqBHFXnENL1Jtmpyc5JprahM9vV7P0iVLWLpkCWcCM/zd4w+zbHQSW1cnkiQVVczy0tK5pOxiFLpyP1i927S1tWEy1accNklYE3VjfHycbEbE3VVfNL0gQDSqfAGuvmaEFnuScEjLhM/MhM+Mb0yH92yBlCVo70zR1hljZtKAIEi0tr95frBqmPJpsLmluhMbAaSYHueqNK61ElImQmJKJD6hJuQTykhZHGunGrVBhqyItv3N84NVgzydQxZkpNY6v9KCQCyQJGeA2XXKxF8dy6INpNHNpktIWUork3MalPCOqQQZu74hP1jLBfxg5dDF0mhzMNVANL0hrpQvTnS2kTLomZIkJeEvFkcMhvOkDCRgVqtGttvQptJK+mCDfrDofH6wKtBEGlSbZBlbVlHopjtceaUsPUcpqyRlaY1GUegaSFKsJ86+YptYsz9YE03UgtfrrdofbCb6EN7AX7O0/beYdOfLDrVaLbOzswwMDPDhD3+YTCZTUr5YjZQtWLCAkZERLr/8vEdHVOlZ2volDk99luHwA/TZPlGyf7/fX9XbVDwO0UY2F0fKpRBVuuK5QPUVfZUgIlM6pgmCQDAYBOC2225Dr9fzwpn72Te4jf7Uuxj2DnPs2DEATCZTceI/ODiIrM9wadcVNa9rNpfleOgIG1qvRCWoStIHCzgaPgHAQlOlFyebzRKZCKHq09FlbKu6j98Mv4w/FeLvVijEKRqNkkqluOKKK1i/fj3pdJq/e+lnTI+OcwUtRVKmUqno7Oykt7e3eDwvZUd5/5IN84ZxnAhO8Otz+/mQrhMYramcTMQj3HdyDzd0L2O1QwkhKe91BbBz3MurviG+vOGaiqRDQRCYnJykr68P30AXvw56eWDLu9FHYni93hK/n8Vioaenh8cnx1iYkVi9ZCn1ouAH+3+pNi1qdXDXwFJ2jE5yTzzIP1x/Ex/pG6gIYSknZSMjIxiNxob9YPP1NitHIbGxkVYTTRLWRN0orCR0uBto0jym9AdrsScVpawlja0lwNLlilI2l5SN+86TMkElsf9lN87OOC53HHNL7fLFXA5CU610LqpfOYtH1GRiBmyrQnVvE5nUKn6wDkU5EzVg7pIwd0m0raeUlI0rSplSvgihY2myQR2aNhmNi3nLFxU/WK5uPxhAbCKNbJOh3v5gsow1DCl3frVGEMiaNWTNGuI9JpBbUMcktLMpdAGFlBnypCwzm8R11E/Sridh15E1qGsSjIvxgxlDCvluqElzoT9YXm3KiSJRq5mo1QzutjmkLIEqGKJlcoaCNuk8cw5abMSMRhJGQ21/WMEPZmtMbTJLOSb/M/3B8ipaSq9j1mEHWUabSivJiwVSli+bafVNYorGiZuVoI+MVlPz3hT9YA146ExRpT/YfKVSTTTxh4iCCrBo0aIKFcAb+DwAarF0AliuNmk0mhKlLJPJlJQv7t69u1i+eOrUKQRBKCplLuM1tOo34g39jF7rRxHmhGFcSAWwaRcBMqH0aVr1K4vblKtN5yEgy5ULiwWFzmBQFoNypjDWxSnev/QDyLLM7OxsSfligZSpRA1PPv5UUY1xOp0l1/B09CTJXJJVtrUl6YMF5OQcr0xv5xLLElq0lQt+h84dRcjB0oElVc9/OhXiQe82NrtWs7ploOo1Oxj2sg0vn732HXxsYHNVv18ul0MGLh1Vsc6u5ozxTEUICyjPyt8ffhab1kB3VCTd3l68ZuX4h4Mvks3l+MLaa4rblqtNsizzzQOv4DZa+MiyyqTDgtp02aaruPvIPt696BI2Lb0EoBjCUvD7eb1eTpw5w5J8g+Kjb7xBMpEoqktzQ1jK8Z9Rm6o/Z9UxPjqK0+VitdvJXz7/e9LXvoMPLF9ZDGFJpVIVfr9CaWl5+WItb/PF+sHq7Q9WQJOENVE3Tp56rMQPVg/GfVo6OpNV54HVSNmMX89vH12M1ZbBP65l9Kzyg6ozJHG607g6Yzg741jmkLKgX4+U0VycH6yB/mChfH8wQ43+YCWkDMhlIgxu1UBUAyqIHQfhmApZkMGewtShQ9NeScouyg8WnuMHqwOqkIRaEojUiqYXBLJmNVmzmni3QspMQ1Fsp6OkbXo0M3EskwrpTWog02okadeTtOvIzCFl+tmUkj7YgB/MGEyW+MHqgWY2SnIetamUlLmYTmdYfPIcSb0eVTZLi38GJzPkgIBaXZWU6VJ5P1iDyhE0FpZR7A9WS6ETBNJ6Hek5pKxnaBh1IknGYkYfjtASVJSyuEpF2mquSsrUoQh+bW0CXbHbph+siSZqYv7+YMoEUCWUfqcvpAJoNBr6+/uLSWuZTIann36aI0eOYDKZ2Lt3L7t27So2mG3ruoKU1cO4ZTud9vNNemv5wQpo1S0HIJA6XkLCytWm0jMqLa8vJDZu2HC+rDCSncGsUYinIAi0trbS2trKunXrkGWZwdMn+M2vH8bsNDI8XKqUFSbKfX19HEkcRCNouMS6gjMnz1Zcs0PBN5hOzfCh7vdXPdZXj+9CRuYdK7dU/fu/n92KJEt8atG7Sq6ZxWKhtbWVbE7iOyd/R6fBzu29SjpjNb/ft3/wPQLpGB0mOwf2vs7ru/dWTcZ8evwEr/uH+ftLb+TMb55h/frKIBGAvVPDPO09zp+u3ESPWfHXV0sf/L13kMP+cf5p4w3oq/TXKTxnr8VmkeQcn7+sNLpeEISi32/JqlX84wP3cWXCgHNmlv7+/hK/39wQlvLS0oJC92amD5ZDkiRGRkZYs2YNn3z72/n075/kb156lkxO4o6Vispc7vebmJjgJz/5CQsXLiSVSrFjx44SFXPuvSmQskJ/sPLvpizL3HPwdbb09rPU4Sz528UkNjZJWBN14UJ+sGqIhDXEomZWrhmt6/2CAIm4BlCx7qpx2jpjRMNapnwmpnwmJn1axs4pcrxWn8TVmcbZGScWUh7jhvxg4/P7waph2gfaBvqDCSIQ0aLvU2G9QkUuI5Pxy2QmBWLjMrETIBzPk7KWFCa3DtEmN+4Hm7mAH6wKRL+SlJiy15lwJwio4xJpEcZXKeUcmkQWQzCJIZisIGXZViMJux5hMsysQWjID6YLxuf1g5Wj2B+sgVI8fSqNCvC7XMRNJvyShCGRwBiPowqHS0jZrFqN3GJDlVUo7pvqB6uGYIhZjVj/NQM0iSTxFivjC9wVSlk1UpbU67BIOWKu+s3TTT9YE03URi1ClZPPj0snJ26gz/EDLHql9M7TYH8wjUZDOBzG7XbzyU9+skQp83q9HD04iiS9lZPbtuHuGCyqZENDQ1UVugIM6g50YiuBlEKCaqUPFpCWIujE0p5R1fo2RTN+LBon1SAIAj7/CABXvHMNG3vfVlTKvF4vHo+H48eVMA5Zl6OzfYBD2cOMjIxUKCfPT76MXdPCentlGVhCSjExMo6lxYDbVlmKOBSd4NmJ1/lgz2Y6DQp5KKhN/f39CILAEyP7OBed4ptr7kAn1gh+SERIR+MkByz89Z2fI5vJVoSwFJIxAwaBdzrMLJhMcrJGkp6Uy/H3+5/HbbTwv5afD1spV5vimTTf2PcSy+wubl1Y3Q/n8XgQ1WoenvDwsVXr6bHW7if3vb07mUkkWG5ogTYNH/zgB5FlmUAgUHJvyklZT08PZ8+eLV6zenAxapPP5yuqTQaNhntvuoU/eea3fPnlF0hJEp+4tFIJ9PmUHrXvfOc7cTqdJUqZ1+utWlo6MzNTLGeci+FwiH/c+SpmrbYqCXO5XHX7waBJwpqoEwU/WEdnfX4wgAmf8iPtbqA/2ITPjEol4WiPIwhgsaWx2NIsvGQWWUYhZeN5UjamZexch7KhkOP4TietnQla3QnMLZl5F/inxxrzg2XTApmACceqNFBf1H6hP1jBD6bSgM4NOreMeY0OOSuTmZZJzyVlsjLxTp5Nok/oEFwqBKcKQVP7QOWpBv1gQNwXR9bTUH8w/AnSc/qDZYwaMkYN4U4lEr+ElAXiuPKkLCvIaE5OErcZiNv0pA21S+Quxg9miuTLFxuMc88BiULZjCgSM5uJmc3Q1lZCygiHafWfL1+0n/NCi424yUh8vvJFFD+YX9OY2tSaySpR9nWimNg4p3yxXCnT5j1lpjJS1jI1gz6ZVvqUmecvX2z6wZpoojY8Hk9VtSmWOgSA2/a/CcQe4/TUbbhtf0WH9bMXVJvKkc1mGRkZ4bLLLgOqK2U7jv8954ZOIwS7i0oZKCTx2WefLaoYhVAPyKtUuuXMJk8U3wu1F1wkOYNaVVrdUCAHc/sHRrJ+3MbaqX9DXi+yPkO3q6+qUhYMBjl06iDPvPE79AEXW7duBUClUhWbR5vdFo4Ej3LrgnejrrJC+tL4HvRBFQsvHah6DA94X0AvavlQ77XF1+amD0YzSe45/QLr7P1saV9R81zu3fV7AD6w/hpUggqtVltRWjoyMsJPdz1L1jdF+1iUF0ZeAEobLhdCWB4ZOsKx2Um+u/E9JX28ytMHf3BkF+PxCN9/682oa4xFHo+HqFGHQavlc2urp2cCDM74uf/IQT50yUpm9+xn7Vol2VEQhIoQllqk7MyZMzzyyCNFdWmuUlaOi22eDOfVJp1azY9uuJk/f/Z3fP21bRydmuRLmzbjMJyfD3i9XkwmU1GhK1fKytsVzE0tvf/++4uqX09PD7vH8gsHnQtKjqug0DXSagLqJGGCIPwl8Ecoc5A3gE8AbuBBoBU4AHxEluW0IAg64BfAemAGuE2WZU/+c/4WuAvFH/9nsiw/29DRNvHfhsKD3wihGved94PVi7ExEbtrBnWV/mAlpGyZQsoiIS3PPDKAwZxjdlJkYsgFgEafwuHO0OrOkzL7eVIWj6hJX6QfzNRRv3IWn1S+XprqPmAENWjdoJ1DyoKvQnoSZLWMdCqLMCggCzIZaxZ9h74qKYtNpJGtXIQfrH7SokpImFIw3V2jrFAQKkiZZSJK+2CAlEWPZjZOx7Ty7CTVAmm7sSopO+8HayBgIpJouNeVMBtWFK4ag1Y5KZuRJPpPn0bS6RCkLHb/DE5/qVIWNxmJGwxFBavgB4u5qq8EV4Oh3A9WB4oNl2ttM4eUBfOkrHPEhzkUIVVWvphQCaStlmL6YnoOKTNF4yQNTT9YOZrjYxPz+cGiqd2AgMvycdosdzEc+BLjoW/hn93L9PTiqumDtTC3P1g1aDQaLl36HjLWO1nhvB2X/qO89NJL7N69G7PZzL59+9i9ezcAHR0dxYlyT08Pdt0KxuM7yebiF/CDQY4sKqF0+ljuB8vm0iSkMJYa8fSyLDM1Oo3kiuLQVTbRFAQBu91OujdOSD3FF1Z+ieRMinvvvZe2tjZGR0eLStlCjZvEQIS9A3vp6+vD5XIhCAKyLPPCiddoyQmsXVx5nUfi07w8eYgP9mzBpjmvXsxVm37l2U4wE+fPl91Yk0wcD/oYPHeWRaLIVUurT8I1Gg3jJnhE7+dPbnwrn12yiZ/97GeEw2G0Wm1JCEtbRwc7MzNsdrby9vbz5LHcD3Y2NMNPj+/l1oUruax9QdX9FvxgJ8wa/nzdZuz66mOrLMt89dWXsGh1fLh3IQ9v3131OZtNJGjR6ytI2Wuvvca2bdvo7e2tKC2dW7441+/n9XobTh/0er0V6YNaUeQH73wX3969nX8/dIDdYyP82w03c2l7R12JjeWlpaFQiO9+97v09PQgy3KJipkxGblKkJFnAqRM5uJ4OD4+TjqdbrhS5IIkTBCELuDPgOWyLCcEQXgIuB24EfiOLMsPCoLwY5TB40f5/87KsrxIEITbgW8CtwmCsDy/3QqgE3hBEIQlsizXH2fXxH8bLsoPNqalw13dD1YN6bSK2Rk7K9bW1x9MECCbUZGT1CxbP07XwgjxiAa/z4B/3Mi0T12VlGXSyiT5zfSDVcP0aBbMaURjfQqVoIZkSEJ06zBsNCFnZZjJwbSEPJE9T8qQydgUUoZdQB+6SD+Yvf7JtG5WUf8SLXV6uwQBbSJLDhi5pANZJaBJZjGFExhDSbSzsfOkTMyTshYD5kCcqJrGel3NRklZGut1Zc9mCTRQt67JZNAAU45WwjYb07kcxriilAmhEK0lpExEbrEVc+TN2AAAIABJREFUOxI0QqhMRT9YY9vEGukPJgioojGmdBqCPV0lSpkxFkcbjmArI2Vxox5DPMFVGzfWfVx/CGiOj02Akj5Yyw8WSe7GoFmBWqX4m/sc38Oiv4o9B+4BFuNyB+veTzW1qRwtunUY1AsYjz5Fp+U9RCIRrFYrd911F5IklZQvziVljjYzcuslHIi9zNDQUEnfpnLkZKmEhBX8YHO9TRlZGTO0quq/ZTMzM6TjWVTL0hhFS83zORI8SLehl1adgxMhRam78cYbWbBgAVMzU/zDa9+iI+LCPzHN2cEzABgMBvr6+tC1m0h5w4Cx6r35pecFNCo1H+zZXPJ6wduktRh58OBOtrQv5xJbdaIgyTm+8cZv6Yqp6JnnmiWlDF85+Hv6zK18ZtnVqBCYnp5m3bp13HDDDSWlpa8dPUTfbBrRP8k/D/4zbreb3t5eHA5HUaGTZZmv7nkBvajmb9dvqXn9Bs8qHjqdq5WPr6zuPQN4+vQgu8dGuHvL25gZHwcqvU1nZma4+YEHePuiRXznxhtR5cdcQRDw+/2YTCZuv/12gIrS0mqk7MyZM29a+qBapeILG9/KjYuW8pmtT/HBRx/kr9+yifcs6CUcDjfk05qYmADgmmuuoa+vr0Qp++2+PSxKZ/jVr35V9Pv19vYSi8WqXrMLod76JTVgEAQhAxiBceBa4I783+8HvooyyLwn/2+AR4AfCgr9fA/woCzLKWBIEIQzwOXAroaOuIn/cuRyOSZ8BkRRYs9ON+7OGO3uKDpd7dj1oh/s0rG69zM1YQJZRVsDatuUT1kNcXYq5YsmawaTNUPvsjCyrKhe/nEjMz4DUz5NkZSBzMhBMzZ3GmuH4g2bt3yxQT+YnAO50f5gsdL+YIJagHYRoV3EsFJbnZTJAgIC8mgcnQxZhxrJoQZN7RK5oh+sVihHFRT7g5nqJ0fydLSkP1jGoCFo0BBstyrli3NJWTBGh1+571kBus6ME7cYiFmNpPW1S+TU6QyWBv1ghf5giRppVFW3KfQHy5MjWaUiZjYRM5ugzVVCygiFaPUHiuWLVu8IlrxSljAayM1XetSoH0yW0UZjJC6iP1jclSehVZQybTqNMVpJypp+sKpojo9/4CiQozfeeINUKkVfXx/t7e3IpIil9+Myf7T4XkEQcJpvQwpJiOqTRMTP4QuexG37CwRh/gHG6/WWqE3VIAgCHaabGArdSyrrxzOnP5harS6qX6CQp7GxMTweD+eGzjByuo+tJ/cBSoPcZ555pjhhnrvPnCyh4vzvWDU/WCKr/GboxOr+mMI1s3YaayoUk8kJzsZOcXPn+4rbFPxggiBwPHcKf2eQz1zyxyyzLiEYDJakL4ZOhGhH+fynnnqqeO5tbW2MJwM8P3mAWxdswq49TwLnKicPj+wmmk3yyYFral7vX5zdySn/GEvjIgv7q5c8AvzridcYjs1y/9V3ohPVDA8Pl1yzQmlprtXCAxN7uGXdWj7TuapIZPbu3YskKWsy+/btY7/nDEPT5/jLjdfiMtT2ID25bxdZ4G/eflPNcsVYOs3dO15hpauN25av4le//CVtbW0Y5ywGyrLM17ZtIyfLPD04SLvZzJc2b664ZoV7Wa20dO69KZCyUCjEww8/XLw35cmYczHXD1YLq9raeeqDH+ZvXnyWf9jxCq+IWhbTeMmjKIosWKCoiwWlTON08OSJQ3ztquvZZGstnkshtdThcDTkB4M6SJgsy2OCIHwLGAYSwHPAfiAoy3JBFhkFCssEXcBIftusIAghwJF/ffecj567TRGCIHwK+BTMv9rTxH8dxsfHyWY1mM0xThx1cOxwGyDT6pjF3SXh7ozS3hlDpzu/aFvwgzXiIRsv+MHa6o+aHxsVMFkj6Kv0B1NIWRaTNUzv0nwwQUTNtse6ENUikWmBgEdZnRR1aWxuCVtHGqu7lJRJF+MHm1U13h9sMv8PV/VJejVSJr+eQh6RyGjAdDaB9oyilMUtMpp2Y1VSFh+/SD9Yi6F+tSmboyWRI9BVwwAsCBWkzDQbp+fkJCmjHk0ohjugPDtJUSBlM+VJmYG0Xnu+fDHcuB/MeBFqkzEeJ6qq3R+snJT5czl6Tp9GQkAWBFr9AZz+QIlSVk7KLsoPlkqhk2VmGipfLFyzGoOFIJDW6UjrzpOy9rFJ7LPB5m9yGf6rx0dojpH/E1EI2AiFQjz7rFJFqtfr6VpgRde6CNOyleRsOVRzJsFjoyF6exfisnyAifD3iaZ20+f4AVp19ZCOaumDtdBuvpGh0E84Nfo0sVis5uq8Wq2mt7eX3t5eNm/ezFPnbiJych1n9qmxWCzs37+fPXv2KJ/Z3l6cKGfkHCrd+eljtVS4mZTi93Hqqj+jXq8XwSDR7qgsRSzg1ekXUSFylXNLcT8FD50syzw/uY1uQxdLLUo0eUtLC2vWrGHNmjVMp2b53MtfZ/meFhwOBxMTE5w8eRJQlLJMq5oFei3XLVqBLMvFiX8hfbCzewE/8jzHVa6lLKuhgh0P+vjByRd5m7ob8NWc6J8KTXHfqV3c0rOat7T1F8+//JrJsszX9j+PQa3hb9Zfh1NvKvH7/frXv2Z0dBStXsfw8UHeLsPok89xz54jRbI81+931D/JjG8Cu93GBndtL+8PX9/NZCzKv73z3SDLxfTBudh6+jQ7h4f56rXXci4Q4L79+2k3m7lr/XpmZ2eJRCI1z79QWmq321m7di2yLHPgwAGefvppenp6SkpLjUZjSfliobS0cP/Lr1k1tBqM3HvTLbzoOccjjz1KQhD46uu7+PKmLXRaLrxgWSuxseAH29jbz0Cro+j3SyaTfPvb3y7eq0ZQTzmiHWWVrh8IAg8DN1R5a2G5v9osTZ7n9dIXZPke4B6ADRs21CchNPH/FIUH/+ZbxtBqJaamjPjGzIyOwsljTo4dcTGXlHV0RhkbsaDTJbG3NuAHG837wTT13fZcDmYnHXQtrF85A8imdPSuDdK1MkoyIhIc1xEa1xHwqaqSMkXSaNAPNjG/H6waMlNKfzDRVifRUQvEQhlkG2SvbickyahnM6hnMuSmYqjLSVmbkaxDxBCEVGcDfrBk3g+2oP6YeX24wf5ggoA2qVzf0YUdZDVqNKkMpkgCUySBNhQ9T8pUAqkWhZQZw3HS0JgfLBBWiNA8gRolyPcHi1vrV5tEScKYk5lsdxJwOvDnchjiCUyx80pZgZQF1SK5FhuSSnXRfrBGI/AzjXjoBAF9KtX0g1XBf/X4CM0x8n8aZFnG6/WybNky3vve9xIOh4sr5GeHDhM+cyXH9x5Brz9VnCS3t7czNTXFqlXX0ev4GGb9WxgJfIkTE++kz/Ev2AzXVeynmtpUC2bNYkyahQwO7gPa6lYB9BoL/riERmPgrrvuQpblolLm9XrnkLIBxh2QWbiVvr4+zp07V6HQ+fMkzFGFhMmyzJBniKwjQoehegJjJpdh18yrrLNfhk3TQjweZ2pqihUrlHCM09GzeOMjfLLvzqrKyVNjLyOmVSDDddddx7Jly4pqzOmhMxw49QYDSS2/OftLDAZD8d4kEsoi1V7BRziT4K6F11Z8NkA8m+YLBx6mVWfiqnQHR9VTVT10KSnLF15/ErNGxxdXv734usfjob29vURtem70FNsnhvg/69+OU1+6SKZWq/H7/SxdupSz/U4eYIp/vfQ69OEYHo+nJISlUL7467Gz9GVzbFxZ/RoDnJ0NcN+h/bxv2QrWuTsZGRmpUJvimQx3v/wyl7hc3JH3ME7HYvzDK6/QZjLRla8Uqfc5K5QvqtVqbr/9dkRRLN6b8mTMuaTs1KlTOJ3OutQmQRC4rm+AN1QaEh1WnvQOsc07xGc3XMkfrV2PrkqUPyiEanx8nM2bN1f8bffYKA6DkYX20oVSv99f93ezHPUUV70NGJJleRpAEITHgI1AiyAI6vxq3wLAl3//KNANjAqKtm4DAnNeL2DuNk38D8ap04/R0qLFmPeDdXbG6OyMseEykKQppiaN+HwmRkeFElKm0WbYu7OTjs4oHe4YOn1te0M6rSI4Y+eSOv1gAMEZPdmMBmdn/f3B/Pn+YDa3omjpLRIdljgdS/Lx6jVIGcgETmhJBSWM7Vl09tz85YsN+sEAYuMSoktXf3+wrIwhoiK5MP8jLgpknVqyTi0sNVWSsnMJtGcFQCAzncB6UkWqVUvarkWep3xRF1C8c3X7wQBDMKmoTZb6tzGFE0Q1QtHblNFrCeq1BF02pXwxncUUiSukLHielEnAgmFfMUwipdPWVOyEXI7WbJbZ1sbUpob7gxXKF/ODhaxSETebFPWp3VWVlBXKFy1j4xjrLF80NuoHA9ShcMP9wfSJJJveUjtV6w8YzfHxDxx+v79EbbJaraxevZrVq1dzavJXRCIJtIlvFInZ4OBgcdvTp08jiiJ9fW9hSdvTeAOf4+z0J+i2343L8pGS/dTjBytAKUm8kYOjr2O2GLHb7XWdiyznmB1Xl/jBCuQEFDXO5/Px5IF/JOfv4MCBA+zduxdQJstbt24tTpinU16smja0qsrSyZmZGWLRGNKiKB366grN2egp4lKcy1sVH2p5kt7zk9swiAaucl5RsW0sm+DZiZ2syfSQIVg8/oJSdsA6wR5bjB8u+wyZ6Whx8l9QygAGdx3ipu5enElNiVJWwD8d28pwLMC9b/kYBx55rmavq7sPP8ux4AQ/fstttOqUMaSQpFdIHwSF1H3jwAsssbm4c3GldysQCBCJRDC3ufjpsb28Z9FK3rnusuLfC0pp4Vz27N1Lfz7hb/DYceSMQhJ6enqKZLkQxqFXa/jCRqV3WDW16d/27GEiGuV7N92EmF+8/PYNNzATj/P5Z57hL/JleI30B/N4PCV+sLlKGVBRvlggZWq1moceeqioys5VysoRDAYJh8PcuGkTH126lLt3vMy3dm/nkRNH+T9XX8M1fZXlo7USG2VZZs/YCFd0Lahsxn4RKY8F1DNDHAauFATBiFJucR3wOrANeD9KAtTHgCfz738q//+78n9/SZZlWRCEp4BfCYLwLyjG48XA3oaPuIn/UhT7gy2u3h9MFGXcnTHcnTHWb1BI2dCQlRee68OgTzB43M7xNxRSZm89r5SVk7KpCROyrKLN3bgfzOGuv3xxxmdE1KYxtWaq/r0aKdv/uxbkrEg8IBMdUUiFoM1iapcxdUgYO0pJmZwDecaAvvfi/WB1wa/0B8vW6g9WhZQZjsfQe5Ok1GAZjmH2xpCBiBFULlNVUqYNpBQ/mLkxP1hwjh/swhvk+4O11lCbBIGMTkNQZyPoVEiZIZZk4OQoab0edSSGO3ReKUtbTFVJWcEP1mgpIg1vk5hXbapGytynzqDJyWQFAUdeKZM5X74YKydlsowu0qgfLFvqB6sDhngClSw3/WDV0Rwf/8AxN0lvLnKy4gdrd3yEBfZVxZ5b4XCYJ598kqGhIaLRKM899xygxGb39NyJxbmHkOuHXLF8I0bdwpL9XMgPNhdu83sJTQ7T2Z2qe2EvnYRoQOTyNX1V/65Wq+np6aElPU6PuZ9Nrr9i//79bN26FYvFUkLKNC0ZLO4+TmRP0NvbW6L4FCatOVeMdn11UnksfAS1oGap5ZLi+ReS9OLZOHsC+7mubTN6sXKh79mJHSSkJI6QEbldV3LNElKKJ0d3sNG5nOWdC6GTYqx4MBjkxz/+MTFVFmsCODLBT478BL1eXySjfX19vCHN8Njwfu5adDWrTG62Tk5yzTWVvrEnvEd4cOgAn1q6kWs7lxRfr+Zt+udDLzMWC/Hg2+6s6t0qPGdPhEbRqES+WBbGMdfvF0oleduvf8qmYJLWSAKLxVKRjNnb20tAr2Ov18MXN1+Ly2gq3pu56YNDs7Pct38/712+nA1zUgx1ajX33HILd/zmNwwNDbGwgf5gyWTygv3B5paWApw4cYKHHnqIBQsWMD4+zokTSkhLIYSlcG/a2toqyhf7+vpwWa386IabeW3Yw9de28Ynn36cDe5OPrZ6Le8YWIwmP656vd4SP1gBo5EwvmiE/9V1ecWxei6iP1gB9XjC9giC8AhKzG4WOIhSCvE74EFBEL6Rf+2+/Cb3Af+RNxYHUBKfkGX5WD456nj+cz7bTH76n4+JiQnSaZHOOsMyRFFGyio/IG9/5wQtLSmmpwpKGQwed5WQso5OCXdXFN+YGUEl4WxvxA8GRmsEg6n+x2jSp6Glgf5gal0OKabHuSpF+7oU6WiK+ISa2KSasK86KVPpc5AR0bbV7wfLTOX/UcMPVg3ytIQsyGTtdZIjUUCVzBHXQ2jjAkKSjC6URj+bIjcdxlaDlDHdoB9MymGfzw9WBbp4g/3BBAFtSiHSE10dJPU6NJlMMeFPE44WSVlKEEhZFVKmSybfdD9YNagj4Yb6gwFYpBwBZyv+9jZm8kqZMR6HoKKUOcpIWVqjvgg/2AXi7GtsI9P0H1VDc3xswuv1YrVaK9SmeOoQspzCrLuy5HWr1Uo0GmVgYIA777yTSCRSXO33er2cPu0EbmTXM/fT17uMvr4+FixYwMjISF1+sAJiIQ2ZhAGt8yDZXAy16sITxPCE8rtwIc9NDiUdURRFkknFcvCxj30MrVabL18c4tXjTxI83cJDJx4CoK2trThRPnPmDBqjSMYMDm11T9ix0BEWmZeiy5Osgk9HFEWOBU4iyRJXtFYqRplclqfGXmG1ZTF+3xTr1pU2731mfB/hbJzbeipJkyRJpFIpTvRl+PC1N3OtdWmxPG6uipkR4Xq7kQ0OI4eCSh+4chJ+LuLnKwd/z+XOXv5ieem+ytWm3w+f4P5Tr/PxJRu4vK22h05r0LPVP8zn12+mzWiu+j6A7+7fiT+doE9jxN7bxkc/+tGSEBaPx8P+/fvJZrN8CEjt2ssz41P09PTg9XqLapQsy/z9tm1oRZEvXH11xX4sOh3fve46HvjpT9k6Ocnm6WmWulwV76t2LtWu2XyYmZkB4P3vfz8mk6mifLEaKTt79iwGgwGn83ybmKt7+vj97R/lV0cP8/MjB/nTZ39Hm9HEh1deyodWrK5Q6ArYPar4wa7sKlVuc7kcw8PDDbWamIu6aqVkWf4K8JWyl8+hpDeVvzcJfKDG59wN3N3gMTbx34jCj0VnV/0BGz6fGZ0uRWurEk/f4Y7R4Y6xbj1I0jTTUwZ8PjNjo3DqhIsTR5UvrajOcGRvOy53nDZ3DJ2h9hxE8YM5G/KDxaNqUlEjC1bWHwkcnirtD6Y1y2gXZWhZlKELFFI2qSY2UUrKABJDArmUjKYN1Pb55+Ppycb8YACx8RQ02B9M8KeROvKDsSiQatWRatXBQiuRGqQMIBFO4DwTINGiJ2HTkdPUJov6UN4PZq2/FNEYUgbyWANNmkv6gwkCGa2WkFZLyK6QP006XZWU5YBOn4+40UjcaCSl09W+ObKMNhYj0YAfrJg+6GxQbaI0fbGolLW5FFKWSCgkKk/KCnfAODGFLplS+pSZLly+mBEEkoYGykSb/cHmRXN8/MNFIRVuYGCgQgWI5PuDmfWlj0HB27Ry5UoALBYLq1adV8oikQhHBx9k8MyLTE/pOH36dHHb4eFhdu7cSV9fHx0dHSVBH+UojN3mtmF80SfosX74gucTnjChUsvz9m2ScmlSUhSdylLcT3t7e1Ft6unpwdQusNt5gne2/yX2+CXFif+hQ4fYt09JXxQ0MtZjizipHqS3t7dERZhNB/AlR3mL8+riNZucozYdDh7FIBpYZK4sJ/vN8LPMpIN8xPIOtmdfLJnoSzmJh4dfYYW1l1UtlSEKJ88q17q1q533LNiASlAVS0sBAsFZvvLiAyQmZlme1fPC8y8Ut92+fTv9/f309fVhdzr4q72PoxPVfOvyWyqUrYLaZDQaGQoH+OLu37HG0ckX11Z6AeH8czamE+i22Lhr+WVV3wdwKuDnF8cO8KFFKwi+to81+eesPITlWztf46k9u/jzxZeQDcyWhLCcOnUKlUpFWK9n19AQn9+yBVcNlSc0qSSKxQwGPv7YY/zmttvoaZl/AXauqlkvytWmcqUsGAyWEOYCKRNFsaR8sa2tDa0o8vFL1/HR1Wt52TvE/UcO8p29O/nJ3l18YCbC0vXrKkpQd4+N4DAYWFTmB7vY/mAF1G9YaeIPEoOnHi3xg9WDsTEN7s5E1XmtKMp0uON0uONFUubzmdj6dD96fYqzJ1s4dVRZtbDZg7R1SbS5YxWk7GL8YDO+Uj9YPQiN60CVw1ijP5jWLKM1Z2hZqJCyTCzF8ItGkmGBdDhHZlxRT2SNhK5dhbZNRtMO6hYQ5vwuRyck1A36wYzhOX6wOiCGJTQShGr1B6tCymxDYVqGIiTVAtaxCC2jEWQgpBfAaSZh05NoKSVlRT9YAySs3A9WDzSzUfy62mpTOSnTJlP0nxkirdWhisdpjyqkLC0IpEymqqSskD7ob8gPlk8fbKA0odAfLGGs0UhTpSJuMimfmSdl3Z5hNIkkGUEoUcoKQR/VSFnTD9ZEE28eCn6wahOwaHJXvj9Y6YT0QiqAxWLhyvV/hKvnVaKpX9BtfoIXn3+DEydOkEqleP755wElNntuiZzb7S4hZV6vF4vFQrtzIcOhX9Bt+RCCMH95eGTCjL2Dmr2uAIKZEWQkWnV9ZLNZRkZGSvqDwflQjjZjPx2Obrq7u7n66quRJIkTJ07w6KOPIulTpM4ZePjUwwC4XK7iRHnSPArAcqtCTIeHh4vXLCWl2Dd7kNW25ajLesYMhj08PPIc17ZdjnZKsQLMVfW2TR1mPBngM4tvrnpuLx3dS1Ij81eX3YqqyrV6fPoNXtFO8/V338ItPesIh8Pcd9995HI5ZmZmzhNmjYhLL/He5WvIzUbJ6czFe1PodbV27VpSUpbPbX8MjSjyg03vRVvjuhfSB0+3qvnK5W9DXyNUQpZlvrrzRcxaHbe6FvA79lV9zjzBWe49tJ8bVqzkjutvBBRP2datWzlw4AA2m62olN0GpPbtY+vUVFFhKi8tNZlM/PC22/jQQw/xsUcf5aHbb69J2grbXEx/sELZaDW0tLTQ0tJSfI/X6+XnP/85brebycnJkmTMud+ba3r7ubZvgLOzAR7Y9iLMHOf7p4/z4MMhPrXuMm5YuAQB2O0b4fLO7oo5Wr2JjbXQJGFN1ETRD7aouh+sGiIRDdGIhdWr6+sPJooyyAKgYtOWSdrdMfzTBibyStm5ky5OH1UUBZs9SFunRFtnjFBAIRKN+MH840ZEbaamH6waJkcFdI4oqjq5gdogk4wI6HtVWK5UIcVkMlOQmVSRmMiSHp1DytpUaNtlRBuoY2qERW+iH6zasc0o552019kfTBQQ0znSIkxv6MUvgz6SwhBMIM+EaZ1DysJ6AdlhVsI7piNvrh+s2rmkG/c2qbNZVMC0s424yYw6k8aYiGNMxFFHI1VJmTqjXLNGyxcbSh8E5FBIIU/z9RCb+35BQJ1MEW+x4V/gPl++GKssX1RImZWUTt/0gzXRxJuIWoQqJ6eIpvfjMt9ZsY3H40Gj0VRN0itAEAR6Wr/J8fG3MZP+GonEDXR0dPDpT3+aaDRaVr6oTPznkrLe3l6GhoYYGBig17aMN6b/N/7EK7iMtftdxeNxErNGuhfPf86zKQ8Adm0/Pp+vaiqcQsIEHLrS0i1RFEmllEXQ9BVe7lr9NYSgvqhgzFXK2i19HJo4QrAvzLlz54r9wV6afpVoNso7OkpVo0wuy3dO/QcOnY1PLXw/j+19pCR9cDYd4V9PP8liywI2OldUnNex4AjxiQDmjtaqkfRHg2P86+BLXO9ewXu6lXI9jUZDOBxmy5YtbN68mXA4zLOH9/DkwZ0sSuvw7DnEvXsOodPpivfFYDAU/WDfOPACJ4JT3Lf5g3SZbBX7LOClwwcAWLfsEt7Wvajm+7YOnWKnb5ivX3UdM6PjVdUmWZb5+mtKieGXrnpr8XW1Wk0oFMLlcvGJT3yC7+/Ywa937OCzy5aRCwZL/H7t7e3F8zl37hx9fX0scTq5773v5SOPPMLHH32UX3/wg1j1lQux86UP1sL4+PgF+4OVIxAIAHDzzTfjcrkIhUIl35sCKdPr9UVyuVpQc1Sl4tNbruP+o0f43DNPs8jeym3LV+GLRPj02koF0uPx4HQ6MZtrl4fOhyYJa6Imin6wrvpL/nxjyoPobrB8UaWSaGuPIYoy7R1x2jviXLpOUcpm8qRsdAzODbo4fUyZRAoqidOHWnG6EzjciXnLFwEmxzS0uOdvyjwXUkYgHTDjXJWiof5gGRFNu7IKJ5pA7Ad9P1hQI8VlMpN5UjaZJT12nkTJY/njd4nQIsyrijXsB0MhYXEdSPr6v/aCP066xQiCgCygKF82PfTaCebkUlLmi9AyFlGugyjTPuQnbjUQt+qR5ilfbNgPBpgipemDdW1TUJvyZTNZjZawRkvY2gLtShmhMRGrIGUy0DExqQR9XKh8kcb9YIX+YLOOi+kPlk+5Kgv6UMoXk4qfKxjE4Z8tli8apmdoy2bzSpnxguWLTT9YE01Uh8fjwWKxzOMHq1SQPXN6Xc0HrbqTBfYvMzT9ZUZGlrNhg1LWaDabWblyZbGcMRqNlpRhzS1fnJiY4MyhlaQMi/FofzEvCSsQSmfX/McVy04DYNG6OeZ5HahUAfwpLy2adjSqykm4x+NBNAgYbHoWmBeisqjo7u5m06ZNSJLEqG+UH+/6PvaQi8OHD/P668o+NBoNzzz7DK+wk8UdAywxl5KRV6ZfZywxxd8t/zR6QVuSPijLMt86+TAxKcl3ln8IsUzlSuey/PO+R+nPCGxZUTnRjmdTfPHAwzh1Fv7P6puLY3M5CU9rVfxL6A0cl7TzxWvvIh1LFO+N1+vl1KlTxc/cuv0VDqWn+aPlq9nsrt3kOZJO8fzh13GoVXxp84013xdKJfnqzhdZ7mjjjkvWcN/2e6tZYl1oAAAgAElEQVSqTS94zrLNO8SXr9pMm+k8cSioTWvWrGE0FOLHr7/OdcuXc+e73lX8+9x2BXNJ2fDwcDEZ83vXX8+fbN3KHz3xBPe/730YyrzUF+MHqxV+Mx+8Xi9Go7HoB7PZbFx66aVFpSwUCpV8bwqkTKVSoR88w92LLmFUhH8/PcjdO14B3nw/GDRJWBPzoPDguxtouDzXD1YvRkdVOGr0BxNFmbaOOG0dcVavg5w0xfSUkWee7kerSzM8aGHomDIAmltCuDplnJ3xClJ2MX6w0GTBD1a/Pz5W6A9Wo/+kaKwkZZEdkJ6GbDyD5nAOyCCpc6TsWUxuE7RVkrLYeArBQuN+sPYGyheTEuaUzFRX9bJCWSVUkDKbL0zbuQAJtQrrRJjWcaVJdlCnImc3E7dVkrKCHyxubswPlhEa6w/GbIigqEZWVZ9kZDUawpqW86QsnabXexZJo0GIx+koU8qqkbJi+mCDfjCRi+sPVmsbpXxRIVm0OQnkcnSN+DBGoiRVKhz+WRz+2fNKmc1K3FxJyoyxph+siSaqYX4/2B5AwKyb3w92IThMdzB45kUkSaaru/pKu9lsZsWKFcX+WdFolG3btnHgwAEkSeLFF7cB61GpMxzvuYeF/cuL5YtziaDH40EQJext8y/sZXJKubVG0Ff4wQrwp7w4dJXlWYWeapIzwjLrmoqSP1EUydpTzC6c4v0Dt7HGuh6Px8MDDzyAxWLh0OFDmDM6IM2/7f63Yvlid083j42+SL+pi8taVzA6OlqinDwzvo+d/mP8yaKb6TN1VBzXj089T2TcD2hYurBSCvzHo79nJDbLfW/5OFbt+XOd623KyTJfeP0popkU9199J3pRg96qqfD7PfDAAwRDIXz+KTakZTKvHuKf9pygp6enamnpV/c8jy2aoq+vH4u2don//93zCv5EnPvecSvZdLpq+mAik+Frr25jSauDj61eW/K3uWrTN15+GZUg8Ldz1CpRFOnp6SkuyEmSxLZt29ixYwc2m42DBw8WSdknbTYOnjvHn/3853z9fe/DPaclTK30wfng9XobSh8sfDf7+vpqLmbbbLYSv9/U1BQ/+tGPaGtrY3p6uhjCco1ez41OBxmrBXMqTS53vun6f9YPBk0S1sQ8OHXqEVpadJhMjfrBknWrTZmMioC/lVVrp+t6v0oEUS2Tk9RceuUE3QNhZv0GpnxGxsdkhk85GTqu1OCbW8I4O3M4O+Ok4spg07AfTMhhdDXYpNmcRjTWp1CJRkhEJcQOPeJbDOQSOfBLqKYl1FMy8pEMkCGnlknaM5jcJuRWFcbQRfrBWuufTOtmlWtVb38wWSUgZiRywOSqPsYFAUMsiSmcQA6EcEyGaZ3IkzKtilyrQspMwThRtRJBXy80wSjTOk1jalM2y6y9fnKkknOogSmHk7DNpihl8Xz5YiRSQcriRiOCrCwkNESo4vP7wapuE4sTU6nIaOsrLZVVKuR4nCmthuCShQTyXi9TQSmbmcUxo5CykFpEsllJGA0YYgmuavrBmmiiAjMzMxfwgy1HLTbmByuHIAikgu8F9iNYfoIsX3VB37DZbCadTmOxWPjc5z5HLBbj3NAJdh/7IYEpNZ5z44BSvtjd3V0kMh6PB5MrjKiev6wqk0ugFgzkcjIjIyMV6YOynCOUnqDfVJnkWOh1lV4YZInl3VU//1j4DVSouMSyAlEUyeRLwt/97ndzT+h+pNks71a/A6/Xy5EjR4pKmdWYZaBvgGPaY0xMTACKQjeRCPDD00+wpmUh7+uuTPjbN3OWX3q28y6pDYMpU9Hr6nejR3hi5CB/vPitbHCWhnkUEhvVajU/P72H1ybP8pU1N7DE1lb13IxGI7Ozs4zZdex0aXno6ttJTQcqVMxCaWnSZmSf9xjXSbB26SVVPxNg55iXB08e4dOXXs4qV0eRQJQ/Z9/ft4uxSJjf3HpbMZK9gMKi+xjw/NmzfH7TJjotlpr7FEWRSCSC0Wjkk5/8JLlcDp/PVzyXVDRKzufjnh/8ALvDwaKBAfr6+jh79mzNnmrVUFDoGlGbgsEgoVCIjRs3NrQNwPXXX09/f39J03Wv10t0dIx7j59Er9fT8/+z9+ZhbtX39f/rXu1X22hmNPsiL2NjY2xjFmMDBmMgECDhCySBkIQszUratEnTpG3aLM1CE5ImaZI2zQINKQkhQNh323gHjPdtNo80+6ZZtK/3/v64kkYaSWNpwu+fVud5eB48ozuj+5FG93PueZ9z2tpwuVyZYxbrB4MKCaugCGRZZmhIwmCIcfiQk6bmILW1IRaaoEj7wS4o0Q8GMDqi9oOVo7aNpvrBnE0hRA3U1IepqQ+z6kKQk1MqKRuRGBlUGOiqwZ0iZQgyI6fNVDVFsTdE0UsLR8iPDQnoa4Il+8EUGfyjIsa20r1dyRBoQ1rkZamFNYnQKqK06tBizJAyYSKJdkJOkTIQEEiMhzDoVV9Y0qYFcYERuYwfrHQSZpyOEtdA1FyihwxQJv1MG0XklB8sbDURtpqguRqvrBQlZTFBoKF/nKDVRMhiIqkr/tGkjSWwJhaXPhg2lUGOwrn9YAmdDp/djs9uh4bGPFKWPb5YO+4lZJYImiWixoXHF5kpzw+GomAIBAnbi18g50MTT2BLyoRTa6aIImGzRDhLKStEymBxBZQVVPC/HelNa29vLzqdjvb2dmw2W5YfLD+NsBQ/2HwM9k9T49QT4zW8wUeotdy54OPTKsCSVG+TxWJh7QWXoG1cwkjgCTZUP8vI4NwG89VXX80cq7ca6H4rSe3qAZqamgqOTMblMDrRxNDQUEE/2FRskIQSw2l05R2bXjOlNkSHNT9kQVEUjs8cxmVehqQ1Z47RarXMWP14xgb5+Op7uKLuCq644gpkWWZkZISf7X8IxhW8PaM8duoxQCUJ27dv5zWlC50BvnTpnXnK22wsxNePPUqbVI00naR9nnIyFJrmW8ef5kJHG59ZeU3OseFwOKM2nZoZ5XsnXmVb4wrevzQ/Nj+NtNp0UpT53mXvpaO+CeqbMsqo3+/PjMj19vUx091N2vl24sSJjOqSrZSFE3G+vOtFXLYq/uaizTlrlu0H65ny8ssjb/GeVedzaVO+CpX2Nt134ABLHA4+Mo9cF3qtstUmjUZDa2tuCMtLhw/z6x07aPD78R0+nPH7SZLEc889l/FiLaRwLUZtWuzIY7ZCl126Dmq/X/b4Ynq0tLq6etF+MKiQsAqKYHR0lERCh0Ef5/UD6gVDq43T2DBJUws0NQWodeaSspFh9Y3YVAahGhk2I4pJnGX0gw0MgtnmRyqg0OWQsvUgy1NMTxp57dkWEBXGeoyMnFGfp9EewNEEVY35pCwZF4h5zdReEGOxfrBSEB9L/U+xfrACpEw4EoGRBNoEmE6r65bQKPjtCoZ6S0FStlg/mNcsltUPVh2WmWosEk8rCnmkzOb103J2nLBWwD4xS834LACzOpFElZWQ1UTQmkvKJH86fbB0QpXxgxnLUJtCqtpUrB+sEClr7juLAgjz0he9Wi1itYOQWcpE6sOcH2ymLD9YrPx+sNC5xxfnk7L64VGqZnwVP1gFFRSAx+NBp9PR29vLqVOnAHVD1twioa1qpnZ1/iY2u+uqFMylD27AYtjE4PRXkfRrkfSrix4zNTVFIBDIuzvfZvsAQ/5HmJGfZfXqT7J6tfozgsEg+/btY9++fSgKnD4Q4/SBX6PT6XJG5NKkLE3CiqXCjYTVzWmjcQXz4fF4EI0Kjc4WLNr8IIquwBkGwh7uarsnb82eH38Zh66Ky2s3Zr4niiI+a5Rj9UN8fNPt3Ny4haGhIR588EEsFguHjx3BEk9yIQb+2PVwRvVrb2/HarVy/+mn8cYC/Oi89/P8jkdzNu1JReYfDj+GAnxrw+15PrL0Rr+6qZ7P7n8Uh17iWxfdsqBS+dIRlYRsu+Airm3JXx+r1cqaNWs4//zz+fCrj3J0MMIn4namxycIhUK88ooaia/X6zOvzc7AFAO+GR6+5U6MWl3muWX7wRRF4Wu7tiPpdHxp85a835tMJhkYGEDT0IB7epoHbrsNwzmUqpmZGXw+X1Gio9FouPHii1na3s5Hn3iCYDTKl5YupevgQaqqqnJCWJxOZ+Z95nK5ckjZYtIH3W43kiThLKGzLI30mumKXO9tNlvOaOns7Cw/+clPWLIkv+qgHFRIWAUFkf6Aues9HgQBhoYlBoctDAxKvH5A/fBMk7LGZrVHbGjQjN4QpbqmHD+YhhqnF52utGJjWQbvmJOWpaWFhYgimKQEiZiejsumaVntxz+pZ2bEwPhQkrGeKkZOq6TMYAtS3aRgb4yioIAiYq5/+/xghRAfB1krg71E9cwkEgzGwQahKxoJRpLopuLopmIYJkJI2aTMliZlWoSJGHJD+X6wULPj3A9OPzWf2g8WtJVIdEQBbVJ93cdWtJPQatUwCX8YZXqG2slZaibySZllNpDyg5UegZ/2g5WjNulDAcLW0hMbFUHApCiMO51M1dTMKWWhEBa/H+uY2sg9R8qqkEURDRD8/7lw2RwMqWtWYj+YIoroY3EiJiPGcta5ggr+DyCtApx33nnceuutjI2NZe6Qd57pJha7msO7DlFd7c5sLuvr6xkbG+Oaa6459y9IYS59cAlLan/MmdFbODvxMVY2PI1OU1vwmGIhBhb9cqz6VUxH3iJ722g2m0kmk2i1WjretRuX6T2Yfe/IjGFt374dUIMxWltbiVVH0TntGT+YNC85djTchU4wUm3IVVsURaGv7yzx2lnOs+UWWAPIiszTw49h1drYVKMShbTatP7yC3nRt5u7Wu9AN2805fHBV7FqJa5v2JRRh2RZZsNVG/nmzJ/YKC7hBu0FeDweTpw4wVtvvQWAqcrCkH6W93esITGUP1b2q+7dHJ7q59sX3k6LlH8d9Hg8aLVavjOwn4lIgN9e9SGqDcU/kwcCMxw8cxKbScc3Nl5f9HEAD3cd5bWhPr6+8VqmXtjFypUrueOOO/JCWHp6egC4RyNydsduku3tNDY25qUPPtfbxd7Bfr6+5RpqCkyDpNWm/VNTXLt8OVtKUJBKDctY6XTy6F138dHHH+fJY8dYLYp85CMfQRAERkZGMueSHcKSTcp6e3vLTh88lx9sPtKJjVcWKKQuhkAgUFAJLhcVElZBQfR0/RFHlQFLSm1asdzHiuXq6FgopGFoxMzgkIX+IRNvvJ5WPhSMxghHDtfR1BTA6VTHBYshHhfxTlZzwfrS/GAA01Mm4jE9dU3jJR8zkRpfdDRGEEWw18Ww18VoXweyHCLg1TOdJmW9VRmlDBRm+7QkowJSQwKdtLDCFRrVgrl0PxhAYCSJxmlEKdVEl1Aw+wVCS9Rzko0aok0aok1GwEYomkTnTZGyyRDSmTmFMTwdwubWEXHoiVn1C44vZvxg9tI34KaZsKo2lVO47AsT0M71g4XNJsJmEzRUM6UomEKFSVkcqB8Zy4RPJBe4a7cYP5g+lkofLDOaHoqMLzY2FiBl6vteAfQjYxii0ZRSZlxQfUwrdKX6wQA0sz68uvI8dKZwhMsvy98sVVDB/3V4vd6M2iSKIo2NjTQ2NrJp0yY6R+7COxlFCHwRj8fD6dOnOXz4cObYgYEBjh07Rnt7O3Z78VhymNvotrW1odNILHP+ks6xO+gauwNXzQ8xG9bnHePxeLBYLFRX56vrJm0LwfjZgr+ntbUVk86Oop9h9erVGaUsFArlbPzHz2qBBqAPm83G7t27aW9vp7m5GY1Gw0iki3rTckQh9+KvKnRBksuDrLRemPccdk9upyfQyYfaP45e1GfOBaDH5MakMXFNXe4meSA0yuve47y39R0YNYacNdspd6ITNXx+09049FYuv/xytXZndJSTPZ08c2QXrVNapvZ28jKdCILAgQMHcLlcRBwG/rNrBzc0XcBNzYW9SG63m6jdyMHpQf7t0ttYV128eDiUiHHva4+xLpTkgnXnF+0DAxgIzPLtgzu4orGdm+tc/MT3TIYcZoewxOUkt/3hQcQZHx9pXs7wwEDOaGl3dzdarZb65ma+vXsH5zvruHtN4Z6t9JqNiiL/VWJ0fFptSqcPLoQmq5VH3vc+vvOjHzEiCDx45Agfu+giWlpaaGlpySRjpknZfL+f0Wjk2WefzaiYCxGyxfjB+vv7UcqsYlnMyGMhVEhYBXmQZZnBYTMrlhdOEpSkJB3LfHQsS5OyYbrP2tmxqxlBgDdfbwRAq03QUD9BY7MaWe90htVesBTSfrCGcvxgQyk/WBn9YOMjElp9DEuBfjBRBJszhs0Zo33tHCk79HIVclzDrEfLTI/64a6xRrA1qmmJ80mZoizSDxbUIi8tUZ0B8CYRFIF4TeENuGzIJWXBaBLLmQCmoQgaGWzdKolJiDBlEdDVWYlUG/JIWcYPZinPDzaT5Qc79wEKhtkQoaoi3iZByCNlFl+QtrPDRDQitukZqqfU96hPoyFpt6qJhfNI2Z/jBysrLCMUIo5QVKErRMrq+vrQKwpmOZkhZXFBYFKnRXRU5ZMyRcHgD5TnB0vk+sFKQaUfrIIKiqOYCiArMUKJt2hteT+tjk1s2rQJWZYZGxvjhRdeYGBggIGBgUwAg8PhyBnDmk/K5qtNkn4ty50P4fZ+js6x21hZ/wRmw9zG+lypcEZtM5Ph3SiKkvl+OBxmbGyMrVu3ktA1EoqP5BwjSRKrVq1i1So1GOIPnZ/G11XF0CEjgiBklDKtVktrawtD5hCrlq0lmUzmjF2mN636eoUWaVneczs0/SZNxhY21cwRLbfbjagROSwe5931NyFpcz/Dnxjcjk7UckvT3Iidx+PBUVvNk7MneE/bVTj0c5+VacL8b6Pbeeu8JA9e9mlMfpmHHnoInU7HyZMnOXRI7eS63ihySVLLCf2JjN8vjbRCd6JO4C9XXcVNrfm9Y2kkZZm/2fcU42OjaBVY07Gy6GNlReFLe59HEOC+zTfi6eoFCm/0f37kDY77pvivG27lepea6BgIBHj66afp7u4mHo9nSNlWoKmlmX179+aMlqZxrLOTGVHkQ5deSltVETtBFtIpl+WoTQZAikZRGhr4zq5djPj9/MNVV6FJqZdpP1aalMmyzNGjR3nqqaeoqqrKIWW1tbU5fzfZpGyxcfblJjamPXR/jh8MKiSsggIYGxsjFtPQUmI/mCQl0afGCW+9ZQCzOc7wsJnBYQuDQ0befEOV8tOkrKFZ9Y0NDZoRBJm6htIJ1ciIRfWDWUpPLBwZ0lPVUFo/mCiCuSpOMqyndk2MugtDRKY0BEc1TA9HmemzMt2VT8pEg7x4P1ht6SRMmEyioBAvsR9MMWgQEwohA4xubkcTS2KciWCaiWDyBrD2qEQ6IcK0RUBbZyXiMCBMBN9eP1gBGMIxDLLCpKVEciQIiLL6PptsbyViNGbCJOSZGWqmZ3BkSJlI0m4jaJYwhcLl+8HCKbVJV4ba5Pfj1ZbeD5bUaDDLMjPV1YzX16WUsnBKKfNlkTKY1OkQHVXEtbry/WCLGF+s9INVUEFxeDwerFZrntoUih1FUSJYs/rB0hv/aDTKkiVLuPvuuxkfH88oS2fOnOHIkSNALilrbW0tmD5oNW5kVcMLnBrZxsD0V1hZ/yRCyq+UTh8stgE1aZuRlQiRxBAmXUvmXCCVJKhtZDJyrOh5K4pMUOxHr2kDYnziE5/I/Ay3201PXxexvmaOnvBy8tn7ctIXe8/2gjHBisbVeSpZTI7SG+ji6rrrcjb1ve5ewlVR2i1t3Np8U84xp31n2TH+Btc1bMKeIlrpJD3BZUMURG5vzfc/PTd8mNfGT/G5lTey3NbIVGKKaDTKtm3buOiii/jG7kc43n2Ga3VtdJ/u5MQRdT2qq6szr82xyUEAlrqW8NlV+b8jG989uoOXB7v4nGMZMwOdC3qbHjz9FvtGPXxn0ztosdh5c17XVRo9015+fGg/Ny1dmSFgoCplfr+f9vZ27rnnHk4ODfJXf3iYyyQbRGM5o6VpT1lLayujg4P4JYlPX5pbqVAMf47a9MnrrsPm8fDrQ4cYCwT4/o03FvSfiaJIKDVdcvfddyNJUs744vHjxzOjpdmkrKenp2w/mNvtprm5uagfbD7S/WClVk0shAoJqyAP6TsJLU2llzQPDpkxGKLU1qjx9MuX+VieUsrC4WGGhs0MDVsYGDJy8I30fLWCThfj1LFaGpoC1NblKmXzIcswOmwq2Q8Gaj9YxG+mdfV0ycfMjBlUP1hDEkEEU20SU22S2jUCihwgMiUSHNXmkTKAWCoYUlevxs8vhIwfrKp09Sw4EgErKNrS1SZxMkq0TlUQk3oNwTozwTozUIM3Q8qiGL3+DCkDUFDQ9M8QrjISsRgWHF80pvxgoVL9YKijiAChcsYX/WHigpBRhyKSiYhkAmcN04qCMRxBCoVQpnNJWQJwescJmcyETAuPL6Io6IPl+cE0iQQ2OUmkjIANUzjVD5YzvqjDZ7dBYwPaeCIzvmj2+7CNzY3tascnqU4kVaXMtPD4Yrl+MEj1gxkrfrAKKpiPhdQmf+QAaj/Yxpyvh0KhjNokiiINDQ00NDRw2WWXoShKxlPm8XhySBmo/UVHjx6lvb2dqpRKodVU0eL4Cm7v5/AGf0+t5f3AuVWAWukqOqe+zZD/jyyv/uvMMekkPd9sE+HEy8hKAlHI/4ycjQ8RkwMoY0bq6qoyCl1aKTsyrfCi+z+4VvcPTAzO4na72bFjR+Z42aAgnKnBg4fm5uZMcES3v5OEkmCVdW5TGwwFmRybJNwR4++WfzbHCxZIhLjv9K+pM1Zzd/scOUunD3bqhrm2YQNOQ66yOBae4funn2Gdo507XZfnrdnOsU4e953mY5dfyadXXZdRMdOvTfZoqQJsjlo4fvw4LpcrRylL4w+9R/nF6df50IqLqO2cRLdA19X+0X6+dXA717Ys586OdUXfZ0lZ5m9fex5Jp+Nrm7fl/IxIJMLo6ChbtmxBURTuO3iACbPE33zgQ9RKEsFgMKc8Ok3KNMAKnY6DqXHMYsmYaSxGbUqnD7a1tvKPS5bQYLXy7ddeYzIU4ufvfjf2Atea+WpTc3Mzzc3NmdHS7PHFbFKm1+tzxhetC0TtR6PRsv1go6OjRKPRt2VSpELCKshDT9cfqbLP+cFKwcCwjuYi/WAmUzKPlPUPWHjxlTY0GplDb6rjixpNgrr6SRqaFRqbgtTWhXJIWcYP1li6h2xiRL1IOBpLDwuZGVH7wUx1+eevkjIZU21sjpRNiwztloj4ITIMUY/64aVY4pgatOjqCpOywEiSRHUSfRl+MMkvEF5SWmEhgNafQJeEqSJdX7mkrBpvLEmVZ5aqQT+CAk63Sl4TInhNGkSnrSApk2YjyJRXuGxO+cHi+nL6wfxM6ouoTdmkrFYlZaZQiDb3AFFBxDw7S9WsSsr8goak1UpIklKkbO45vB1+sFKPUYBQkZHHhE6Lz27LkLLRRIKWgUF0kQhGWc6QsrgAXp0OIT2+OI+UVfxgFVTw9iGdPlhoAxaI7sekW5XXD9bf3w8U3rQKgpBHysbHx3n11Vfp7u5mdHSUP/3pTwBUVVVlNpbt7VdjMWxkaOY+qkw3otU4FvSDAUi6Vmqlqxn0P8pSx2cQBX1O15VZ14hCkkB8AJs+P/VtInIGJSngHQmy4cLz8r4/Eu5CkiQ2rLgMYY36eRMKhTh58iTPPfcciAqdB/roPNCXGl9spb29HbfUgxYtHda5Ub1HjzwBwNbzr6LRlFuw/KuzTzAT83P/+i9g182Ng3X2qmOe/iqF97fnEhRFUfjmicdJKEm+esEdmbRDj8eD2WxGsBr5+mtPssreyGdWbgXI8/tNhv18+NlfcEFXgCqNge7OLo4fVZUyh8ORUf3a29vpifn5pzef54qGJfz9umv4wcv3s25dYU/WgH+Gz+z8E0ts1fzblTcjCALT09MF0wd/fuxNjoyP8KNrbsYp5e4Fsr1Nz/d2s2fAw9e2XENt6rpkNptz/H7jMzP8489/TkskglmnyxktzU7GTPv90vCkFLrFpA+miffHLrqIeouFL77wAu975BF+eeuttGSN46bVpnQa4XyIophHyrq7u/n973+P3W7PIWU1NTU544vZpGwxfrDFJDYWQ4WEVZADWZYZGjHTsWy25GP8fh0+n5V1FwyX9HiTKYnRmAQErrtuGKczzPCwmaEhC0NDBg6/6eAwuaSsoSnIxJi6WXWWodCND5vR6OMF/WDFMDIkYKgOoimBGwgiGKtlokEwuUQsl0JiRiE+Bv6RGGGPSKQnRcrMKVJWDxqb6gcTl5ZOqJhKIi7gBysEXbofrMTC5aRegyArxEUYuMSFJiEjzYaRfBGMU37saVImgFcS0TjthOxGlPFZ1Q9WhkJnmA0RLuYHKwBtPIE1WUY/mCAgKCACM/XNBE1mDNEIUiREcnaaGt8sVb58UqaLxYDF+MHKS2xUZmeZ0ZTeD5bUaNBEowTtNkaamxhNJJCCIcyhEJLPl0fKREcVEaMBW1ImUo4fLByp+MEqqKAIiqkASTmAHN2NSbcGWfYjitacY+b3NhWDIAjU19eTTCapr6/nk5/8ZM74YmdnZ0Yps9s3YnUamXTdz4bVf1tSKlyb7W4OhXYwGngeh/b6TNcVQIN0OQIa+nxPsq72r/OOHY+cQZ6uIRFPFvx8GA130WDsyPn9kiRlNvCWrWE+u+YrOWrMzp07AXBqXPzu1O9xuVwY6o0c7TxKlcbCjatzkwT3Tx7llbEDvKf1Ojqsc+PS0WSc7Sf3E5dk/nnDh2mV5giCoij8snc7r3t7+LvV76JFqsl83e1WEyy/efwZgokY37rwdnRi/tY4Ict8/s0/MUSYS+IKGzdvZMuWLTmvTbZSFtSLbLXo+XBHB329vUW7roLxGB/f8ThJReYX19yGVZ8bMJK90d896FmAPosAACAASURBVOb+N3dz09KVvGtZPglOq03V9fV865GHWFXrLBrGAfDbkychHsdaVcW9996bF8KSVjGzSVl7ezt9fX1l+cGKpQ/evHIlNSYTn376af7fww/z01tu4dKUL6vcfjBRFAmH1emaO+64g9raWkZHRzPnku33yyZlHo8HURTL8oN5PB5qamoWVNhKRYWEVZCDsbExolENLWWEZQym0gdbmks/ZmjYgijINDSE0Olkli71sXSpqpRFIkMMD5sZHrYwOGjg8JtVgIAgyGg0Cfo6q6hrClF9jvFFUP1g9vophBK5QTIuEPVaqF1TRj/YVKofrE5BEEFXrf4nrZJQ5DlSFh/XEu6XifTObbqFyQSKQVB9YdLCT1KYKM8PBqCbihEyQKKMfjDRO+cHS+o0+Gst+GstsLSWsXgSyRdBmg3nkDIFCGmhdmiKoM1E2GxcOH0x4wcrg+gEyu8HS6tNYaMJBIGo0UTUaIKqGnyKgiEWQQrnkzIZqPZOEZIkwpKJhHbhNVf9YOWpTdWJBDNF7lgXgj4Wy1HoklotfrsNf5ZSNkfK/DnjixrvFDWoUfjnGl+s+MEqqKA43G53QbVpNvQYOiGBnDjCwOjlOOxfxiq9D0HQZNIHS+0HS3ubNmzYkCFl9fX1bNy4MaOUpUnM2b4ggz2w55UfA6pf58iRI7hcrsz4YjaqjZuQdEsY8P0PPr+qPKU3upK2ng77+7HqC9/hdxo6qPLHmCC/hywmR5iMelhuzVfQ3W43GJK01S/BZDJx3nnncd55KokY843y7d1fZXV0PZGJSIaU2TFjMBjYmwqTaGlpYTrp58fdD7Pc0spdbe+cWy85yTeO/waNN0b76mVcUjOnqCmKwk+6XuShvl28s+lCbm+dGxVNq00+u5bto8f5/OrrWW6tK3ju3zvxKgcm3PxjwyW4T76Oy+UqOFo6MDzEN15+DNHrZ0lQ4cVnns38jNOnTxOPx3GlQlgUReFv9z5L18wkD2y7gyW2ufdUOn0wrTYNBXz85atP01FVw3evuqEgAUqrTT8/cpDhgJ8fveMmtGLhfcWI38+vDx7kDkVh5fLlQH4ISzYp83g8OaOlY2Nj7Nq1KzO+qF1gxH8htWlTWxuP33UXn3zyST74xz/ylauv5gPr1i06YMNkMuF0OhEEgaamJpqamti8eXMmGTN9LtmkTKvV8sILL2SIWaHR0jRkWcbj8bwtfjCokLAK5mFRfrBhMwZ9jJrq0kf+BgYFnEX6wYzGZEFS9tLLrWi0SU4edHISAY0mQW2dl9pmgbrGENX1uaRszg9WOqHK9oOVitBY8X6wbFLGKlBkkeSMgv9NiHtBnkigGVF/V8wko6szoDg1BUlZcCSCsAg/WMxZutqmiSawRhVCjYX7wZI6Df4aM/4ac4aUVY3MUjegkpe6wSkgpZQZNQg19oKkLOMHKzWUA5ACobL7wYSplNpUqCtBEIgaTEQNWaQsGqZ52ENcELHMzuJIjS8GRJFE1vhidoHz2+EHKwXmcwRsFCJljUPDSMEQOkWhJkXKEllBHyGzRHgeKVP9YIaKH6yCCuZhIT9YMPQ8AE7Hz/EFf8nk9BfwBR5AMvxTxg9WKoaGhop2EM0nZYmkjwMn30Xn0ZUMnm1icnKSJ598EgC73Z4Zj0uTMkEQabXdTaf3m4z1HsxT6AopYGmssN/AG5OT1NVJef1g45EeFGQaTbnpf4qi0Oc+S6LWT5uUH+TQF+8h2hDixlU30ia5CIfDfGP7dzAe1KDT6Xjttdd47bXX0Gg0xBwC1TYNH7j0egQZdcwB+GHX45xwd7JBNnPFqotzfv5Dfbt5qG8Xt7du5Iurc8uU06Ekv/UdY0NjOx9cWjho4pmBEzzQfYAPLruEhjGBgQWS9H7oOcR2fZD/et972dbcwdjYGI899hg+n4/e3l5OnDgBqKOlAZuJrtAkX7zkcq5qXpqzZtnvs1gyyWdfeYqELPOf19+KuUBgVFpt6thwIT8/9Ca3n3c+FzcWV16/v3cv9kQCQZaLEp1CpGznzp2ZkuVspSw9WpoeX8wmZedKH1xaXc3j738/n3/+eb62fTunxsc5f3z8be0HE0Uxj5QNDAzw4IMPYrPZckhZdgjLfFL2dvrBoELCKpgHj8dDlT2KpYz0wYEhHU1NYYrccMlDPC4wMVHD+gtL83YZjUlsthhyUsvlVw/R2uZndMTMyLCFwSEdJw86MqSsps6Ls0nA2RQi6FPf3lXl+MFGDSAoBf1gxRBM94OZz61QCSJoqyEUkknUJlE21SH6koiTCTSTCeShGBqP+gGSQ8qqxLL9YBp/An0Sph3ldH2pZLXUgI2kToOoqErYwNolCLKqWEm+MIYZH1VFSJl5NkRQKxA3lK7qaaf9TOrLU5scyQSz9hLJkSCgiBq0wKSzHp/Vro4vppWyWR9Vs+qYbjYpE1KF02+nH6zYMSFRJF5iglNSq0WJRJnQ6ZhesSyjlEmhEKZZP/YsUubVaREcDkImI6ZgiM0VP1gFFeRhIT9YLH4MBSNW87uwSLcQDD+Jd/ZfOHbiS8ANtLSW/reenVh4Lmg1Ntav/B7dxx/AYApx892vY0zey+RILf39/XR3d3P06FFAJWXt7e20ti8jpnPS29dFS8uyBVWMbKQVuvXr8/vJbLo6rq77GE2m3DG56elpAv4g8rIgLdLyvONO+05g1VppManKe0gM45WnaaaW22+/nYaGBjweDy8e38lg/wB1fQaeOfskz2ueoaWlBdEpsSd6kC1CBwGGc9bsqcGD/KTrBa5vXMsXV9+COG8k5lRPFzEtmKqs/ODiOzM+sWwcnRriH956motr2/jy2ut44Je/ynjo5uNXZ97gT+4TfH7tFq5tWQFAXV0dPp+PtWvX8s53vjOjYu4/eYzA4DBbZBh/fic/2n8kQ5gdDgc+ny9zLve9/hqHx0f42bXvYom98A3StNr0+6F+GixW/vnKqws+DuDE2BhPnDrFR+vrSQTyVc1ikCSJWCyGJEnce++9hMNh+vv780ZLtVotLS0tGRLT19dHS0vLgumDVoOBn7/73fzbvn38x4ED6EKhon6wQpiZmWFmZobLSrx2iaJILGU9uOmmm3C5XDkhLKdOncqMlmb7/SYnJ4G3xw8GFRJWQRZkWebs2eOYJTh52kFLcwCbNb7gntcf0JblBwMYGTUjKyJNZYw8Dg2pd0Mam4IYjUlcS3y4lqhKWTQ6zMhwFil7ywFvqeOLgiAz6TGRjIvYnFE053jHq36wQEl+MEj1g42U2Q8WBn1Ig7LEQkIQkO1aZLuWxDL1BxYjZSCgnU1gHAwTq9EjmxYebdFPlecHAzDORIiLECmzH2zaIKreJg34HRb8Dgu0OxlLJJH8YSR/GMP0HClTgIgoUDvqJWQxEZaMKAuweE18EV1XKbWpnH4wU1hVgEMmKXd80ZFWyiKYUqSsNouUKUDVzAyhWIyQlKuUFUK5fjAUBX0gQMRmLZmEqv1gcwrdfKVsLIuUGbNIGfz5BZQVVPC/EZlS29FRzp49S2trKzqdjqQcAHkarU7tixIEAYt0K5Lxeo68+UM0mjCy+D6mZj9BlfUvEcWFb6a53W7q6ury1KZiMOsvZnpsN21tAgp7mOXTOFwbOX/9lzDr72BiYiKzuezp6eHYsWPANkDBqA1y+PDhLKWs+OfL8PBwZpxuPmy6Oi6tvaPomuGM0GjM3bgqisJp3wlWWs/PEKQTvtNIXgNiSjnRarUkGrS8On6SLRdczL3t781s/Hv7zjJ20M16zASFEXQ6HW+88QYul4uz+gDfPvEEl9V28NUL7sgjYLPREKd6O5myifx04wepNuS/JjtGuvnr1x/DabTy4423k4zFGRkZ4aoChca7R/q478h2bmhdyb3nX575era3Ka1i9hPnZ127ueiSDr63bitD/f14PJ4cvx/A2bNn6Zyd4g/dR/nw+ot559LiHWNutxtFEDgVj/C7d92KzVD4ui8rCt/YsYNqk4lWwL8Itam9vR1BEJAkKWe0NBwOF/T7gXoD4LXXXiuolKUhCgJfuPxy2kSRUy+9xMNuNx0jI6xvbDzn81pMebLb7UYURVpbW/NCWBZKxnQ4HG+LHwwqJKyCLIyNjRGP6wmG4ry8Q5WNrZYgLc0xWpqCBUnZ0HAqOrQcD9mQGVGQaSyjcHl42ILV6sdiyQ/YMBjySdnoiJmXX2xEEAX6DtvpOyyAkATjBEvOM+FojGCryyVlGT/Y+aWPL0an5/xgpSLdDybXFvjzK0DKBF8S/ckwmok44kwMmzcVHGEAao3Ea/QFSZnO++f5wUqBkJSpjiaZri8yvqjVzJGyNpWU2SZ9NA5MIgvgHPEiAEnAa9BCtb0gKTOn/WDlqE3BtB+sjGMiIUKCSKJQP9g8UuZPkbL6IQ+KoiD5Citl80nZYv1gRkVhahGJjcESxxfHEgnqR8aw+fxv212+Cir434T0WNVbb73FwYMHMwltDU1+7I5mXEtzN+eiKDE6UkNrq4jNeiMz/h/hD/6eavs/YJHuyPR7ZSOZTDIwMMCFF15Y8vOanp7G7/ezZflNrG66F2/gd4zM/piusduwGa+htfobXFp3KZdeeimKojA5Ocn+A69x+NBJPO5+xlM3YGZnZ7nyyiszo1gOhyOHlC0mFS6dPvipC7+NVsy9OTUcGcSXmGW1bU7xODF7CsuMRGuKgAUTYe7v/G/qjTV8etl7MGqNrFixghUrVvCdU79j/1AvX665lT3Pbken07F792527dqFLChsrTJzja6VQc9AjhITlxN8cff/0BxV2LbxEpZY81P+/ug+wj8deobz7PX84vK7qDVa6OzsBPI3+m7/FH+19wk67LV877JbCq5Z+hiPb5pP7nicFoud/9j6/6gymGhpbMzx+z311FMqAfB4iHZ28h7A/sZx/jTuzygy8/1+RzrPMKYR+OylmxYcQ3z81CneGh7mvmuvpefZZwuqTYMzs4TicVY4c/vJztUPNt/vFw6HOXDgALt27UKj0WRImUajyRlfzE5NBGiSZU4BQUnirj/8ge9cdx23phIdi8HtdmMymairK+zpK4S0h66QQleIlI2OjvLAAw+wZEl+cuhiUSFhFWSQvpPwsbvOEotp6B82MzAk4faYON2pbrKtliAtTTFamoO0NAUYGFT9YLU1ZfjBhsSifrBCUBQYGjayZElpRM9gSFJbG0KWjbz4/IscPnyYtrY2XC4Xm7eupO+wlb7D9hQpm2TJeUaqGiPICUAWkepL94MFR4v7wYohPqb2g8n2ElQQQUCxawlG4wgWmL6sGV0gjnE6imE6hm4sjGlIXfscUubQLcIPllzQD1YIJn8UjVJ611dSq8kQvOGOJSRFUQ2TCIbRzfqoyiZl+hQps5qQ/MGyu64W9IMVQqofLFJqP5ggkNDqMCoKEzVOphw1GKJRpHAQUzhUlJTJgvC2+8EKQQqGSFD6miW1WrTJJNGKH6yCCvKQ9umsWrWKm2++mYGBgUzy2sE3plGUWxBFaG7+dWZzmU5o27p1K3XVH8dm/ijemX9iYvpz+AIPUFP1LxgNuR6mhdSmYsje6IuCHqf1HqrN72HC/2tGfT+lf+rLdNQ9DKgqndPpxKC3Eo/H+f73v58Zt2pvb2ffvn0ppUwlZVdccUVm459W6Ip1XRVbM5fLRb0p3w+UVJKssa1jlU0NOZAVmZOTp6mfteNar57/3skjTEanuW/t55C0c9eZ/ZOneGn0IB9cdh0d+nZ2yTI33XQTslPiqzv+m6aggfPj1ezfu499e/ai0WjUSPO2Vp6PnWVseIhmRLacf1Hec/6PM3v44amdXFm/jB9tvB2LTk0sLORtOjk1ykd2PoKAwM+33JHn13K73ThT/WD+WJSPbX8MGYVfb7uDKkPudVMQBOrq6ggGgyzr6OC3mjC+6Wm+snIDs6NjeaOl6ddMsFoITU0jOqu59+Li43gz4TD/umsXG5qa2FRdzakC6YOhWJy7H36UYZ+fW1afx99s2UxrlT1zLlC62mQymUgkEmg0Gj71qU+RSCRyxhez/X7zxxdramp45IMf5N6nn+YLL7zARCjExy++uOjvKiUZNBvRaJTh4WGuuOKKkh4viiKCIBT1ai4WFRJWQQZut5sqexSbNQEkqK2JsuGCKRQFvNMGBoYk+ofMuPtNnO5SN+qCIGOWEpw+46C5OYjdFltQRInHBSbGa1i3vvSuL6/XSCxqoLFprORjRlIKndvtJhKJ0NXVRVdXFy+99BJGozGLlK2g77AVDttRM/EUgmMaBI2C5ExSIKk2B+X4wdLwjcgkHMmS1SYSClY/+NvUUbS4VU/cqsffBigKukAiRcqiOaQMIBlKYB0JEK4ykjAtfDLGGfW4sgqXZ8Oqt8la+qbd7A8T1Mz1gwXsVgJ2KzTVqeOLwTDmYEglZaNehFF13C8mQO2ENxMmsdD4Ytl+MEAfj2FAYbqc8cVIuh/MnFLKjESNRqYdNWoMfyyqerDCwRxSpgBWnw9NMknQfO7xxXL9YAAan5/JcvvBQmE2b9x47gdXUMH/MUxNTeH3qyqxwWBg+fLlLE+lyp3pW8v4mJVY4Ot4PB727t3Lnj17MhtCr9dLb28vra0X0FT3DIHQ40zNfovhiVuwSLdTbf8KWo3ahfXnqE01NXPj2hpRosH+WQCGZ79LON6NSdeR+f4TTzxBJBIhkUgwMTHBxMREJnChtrY2syHev38/x48fB1SCUlNTw1tvvYXL5aK6unrBTe/MzEyOt2k+2iQXn+3428y/w8kwbaFmosz57g5Pn6Zab2O1bVnmcYF4mB+ceZSl5kY+6LqW1/cdAMDWUMvHj/4KbZ2Rr2z8JPWmKiKRSIYw9/SdZd+evVQBGxARRZETJ07gcrkyo6W/7NrPD0/t5N1tF/Dti25Bl3UTz+1256g2b4z38xevPYpNZ+DhbXfTZsm9gZnuulq7di2yovA3e56hzzfFQ9e9D5et8M3OtNo0We/g5OwEv3rHbWxrX5ZZ/+zR0mxSJgAXSlaOHz1adLT0/r17mY1E+Jdt2/B0dQH5hOqn+w4w7POzub2Vl7t6eKGzmw9sWMenN1+aUZvK7Qdrbm5Gp9Oh0+lYuXIlK1eqY5XzPWVpUgZgsVg4+vrrfG3DBv7daOS+XbuYCAb58pYtiPPOq1w/GPx5/WAVElbB2w5FUfC4T7JiWf6IoCBAbXWU2uooF14wjaLA1LSerrM2dr9eTzQq8OrOVgAs5hDNzVFamgIFSVnaD9bcXHr6YtoPVo6HbHjYgihGGR0dzfvefFJmMBhoa2vjlltuwWKXmDxuwHvciEKShGGGpvPMSA2JPFKmKOAfFTG2lOkHC2pQXBZKjf4QpxOIikDEYcj/piAQt+qIW3X42ywqKQsmsPf6MI+H0QSj1J1JhW3oIFljJlxlJFxlUMcUs14c0yL8YGT7wUqBomCYDRK2F56nlrUaAnYLAbslQ8osvgAtg6PICNROTCJMqErZlE4LVVUFSdmf7QcrEVI4RByBSKH5e0EgajASNRiZdlRnSFntoAe9LCP5/VT51BHaoCgSTylleaQs5QeLlukHsyeTRMtIbDRW+sEqqKAoim3AZDmITjtBm8uJq+FaAGKxGAMDA2zfvp3h4WFOnDjBsWPHMgltLpeLtrbfYq16ikDoPwmGn8dh/Wvs1k+U7QdbKLERoMZyFwl5Bo0w95kbDodpaGjI8exkY3JyksnJSQ4ePAiopGz9+vVcccUVDA0N8cwzzwDg8/m4/PLLM8rffFJW7qbVrDVzYXwNb2rezKhNRo2BzTXrc37uT3ueZCoe4JtrP4pO1OLxeHA6nfy0/xV8sRAPbv4M9SZ1XM9oNNLR0YGu0cEPxBPMNgh8vv4Kure/jiiK7Nmzh927dyOKImZnNfvkSd7V7uKb696ZQ8AikQijo6Ns2bIFgFeHuvnsnidoMdv5zTV30SjlT1Ck/WDt7e187fVXeGWgh69fei2bG4sT7PRE0jNTo3zq4ssyBAzmlLK6urrMaOkPt7/C6QMHaE7ITE9M8NRTTwFgs9kyRNrlcuEJh/n9sWN8ZMMGznM6efjll/PSB7snvfz6jUPcfsH53HfT9Yz6A/x4937+++Bh/njsJLfFAyxraytbbZrfD5aGyWTKIWWRSITDhw/z0ksvodVq2bVrF4qiUK/R8CGzmYP79vGFoSH++d3vxpGlxi7GD7aYfjC32/229YOlUSFhFQCqHywS1dJaQjS9IEBNdQzbhOrPeu+tHnRahYFhM4PDEgMDRjpTSpnFHKK5KUpzs+opGxwyIwgyjY2lk7CMH8xaeuFyb6+ISRpGUc7t1YpGo7jdbsxmM/t272f37t0ZpezSrasZP2pAODpHyhpXmjE3JBC1CsQ06OoX4QerKf1PTzOZQEEhWoiEzYcgELeoG/iQHgYudaEPxZFm1W4v/UQQ62iKbMwjZeJkYJF+sPwummIwRFL9YCWO1claTSbafqytjZhejxRSwyS0fh9V2aRMqwWHnZBZQgoEF+8HO0cnWDZEv48pjba0NRMEYjo9JllmxlHNhNOZGl9MJRZmKWXZpCyu1bztfrBCMFf6wSqooCgKqU0As6EnEAQwGa/OfE2v17Ns2TJeeeUVlixZwp133plRYzweD/v27WPPHjnlO/kSzvpuapy/ob7hDwwMXM/69RdRKtJdV8U2oDpNDS2Or+R8rb+/H0EQ5kIzzoHJyUkiEXVS4ic/+Qkmk2luFE4QMkqZz+dj8+bNOWNlZrOZ2trahX58DtI+nbTa9LkVd2e+Jysyjw/u4YWRN3l/+zZW2lozalPN8hZeHT3Bpzuup8OaG+RweMrDX73xMKIg8p9XfoRWLJx8YTc33ngj69ato7+/nzfOHOeN0ydYEwZhws13D/0rzc3NmXOJRCIZ5eRPfSf44oGnWe1o4IGr30d1ketMen2fmBnkN71H+cT5l/Kh8zYseP7HuzqJiAIrWlr520sKk5c0Tk6M87POE9xpMNLe7OSee+5hcnIyMybb29ubGS2NaTRs0+nYKkmZx6xduzbzsxRF4Wsvbses1/HFreqIXoPVwrffeR0fueRCfvDSdpI9Ezw9OIL+2EluXbMKzTkisctVm4xGY2bP9tGPfhSdTpejlOHzQXc3P7z/fuobG1nV0YHL5eLs2bNl+8HcbjfNzc3o9aXddE73g51//vkl/45SUCFhFQBzHxalkLA0BoYlDPoYdbURRBFqqqOsX6OOL07N6BkcMjMwbGZg0Ehnt0rKRDGJXh+ju7uKpqYAdvvC44vl+sEAgkEt8ZiDZ55+o+RjWlpa0GjUUs1oNEp3dzfd3d28/PLLGaXM5XJx6TWrmThmYPKYEQUZAbXvSzSBzgnCOf6iyvKDpRAeDROxlNcPpvOGCdda1I2/WU/MrGemyaaqKtmkbHKOlAFodVrkMR8hu4m4YWFyMecHK4McLKYfLBie6wcTBAJWKwGrFerrmUgmMYXDKinzzVI14UWY8KIACcAxM0XIJBExmBYcX1TXJUDEYisvfVAuU22KpBQ6yTRvfDGllBUhZQCWQAAE1UsWP8eFo1w/GKjELWo0YDKVPo5aQQX/F7CQ2hQIqWW8VdJdOV8Ph8OMjo5y9dVXZ0jZsmWqqpFWytKby2NHqpHlmxEEBUWR8U4dpLt7GW1tLgyGhW++LWZEyu12k0gkGBoaKvkYl8vF+Pg4wWCQYDCYo5TV1NRkyIogCJkuLFmWqaqqyowv1tTULKiipLuuCqUPjkWm+dfTv+fwdA8ba1Zxj+s6YE5t2im7Oc/WzAeX5BKXl4dP8veHH6PRZOdnGz9Iq7k6k3Lncqnra2is5d87+7Csrea3m+8mMO7NEJm0UpZ+3k+8vps/+jxsbG/nP7e+N+MXK7bOgkXiV71H+fB5F/H3F1294PnPRiOc6ulmyqjjx9feUrRoGSCaTPCFV56nTm9AN+nPEGKn04nT6eSSSy7JhLD8Yc8eDp46xXJF4eXnn+fl1M8YHx/n0KFDuFwudg2N8sbAIP9ywzZq5t3w63DW8snzV/Bkz2kEexVffu4lHnjzEF+8+gq2LC3uw0qnD/45alM6hAXU98fLhw7xx717mRkfZ2J0lF27dgGqqrZz5061giE1Wlp07cr0g4EqVLyd/WBpVEhYBUDKD2ZL+8FKQ/+QjuaGibx+MEGAGkeMGkeMdWvU8cXpGT3uAQs79jSQTGrYmRpfNEshmpqjNDcHCpKyP9cPVipcLlfmjtp8FCJlra2t3HDDDVTXVhPuEoh0CSjIhPV+ajts6OoLk7KMH0wsbaOf4wcrEbqA2g/mtRcekStEyhxDs1SNBdCEYzT1qD0YIa1A3GEmaDcSspmIzxtflHwpP5hl8X6wUqCd8eHVFvY2yRoNQYuFoMUCdXVMJJNIwSBNw8MkEaiemaRmRlXKpkUtgq2qICnTx2MYlEX6wUylh59I4VQ/WKHfU4iUxaI0jIygi0YxBILY/OrNCFUpsxAySwVJmcbnx1vxg1VQwduCdPpgoQ2Y2g9mwKDP7cBKX0sKHVOIlA0ODrJr1048ngH6+hKc7f09giBkxhfTvqX5pKyYQrcQHn/8caLRKIlEadd7URRpa2vLiU/Phtfrxev18tZbbwEqKVu9ejXbtm1jfHycZ59Viarf72fTpk2Z8cX5pGyhNfNGfXT5B/nCyvdwU9NGBEFAURSePbIbgEmLzM8uuB1taoRQURR+27ef+0++yFpHCz++5P04UjH0Ho8HSZJwOp1MRAJ8fO/vSMoy/3X5nTRYHWBzZPx+0WiUgYEBnnzySQKRMDNnznI9II66eWTgtzmvTbaqIssyPe4+TpvgrhUX89VLty1IwKLJBPc+/Sgd8SRbL76YBvPC1/wfvr6Prikv96+/lBND2wuumSAICJLEL4aHWbtyJX9/2214vV62b9/OmTNn8Hq9PP300wBE8dnuwwAAIABJREFUBJGbJDMdyThTU1N5yZgejweTycRDH7uHF7t6uH/nHv7i0T9xWVsrX7rmStY05KeTLZQ+WAjpPVgxtcloNHLL5s1sXLuWv3r2WV4cHOR9DQ2IPT3o9fpMMmaa+KXfZ/NJ2cDAAIqiFPQq7vF4WNfQgHXe39livJqloELCKsj4wTqWlh4Z7w9omZm1su78cytUggDVjhj+QBQQueUd/dhtMQaH55Sy7pRSJklhmpsjNDUFaG4OZPWDvT1+sGJwuVwMDw9nyvsWQjQapbe3F0mSOHr4KM8//3xGKdtwzVqCJ0E4mU/KNJa32Q9WBMbplAesEAmbjxQpU0SBuAg9Fy1DH4lj9qcKl6eC2CfUtU+TspDNSNBuggmf6gfTvj1+sEJI94NFqkvbYMip7i0RmKprJmyUMEZCSJEQGr+PqixSNiNqIUXK9NFUwmSZfrAEKYWuRCi+mdL7wQSBqN6AEIsRtNkYaWxUlbJQCFM4jMnnp2pW9ZSFRJFYipRFDIZF+8Eq0fQVVJCP4n6wEMhTaHX58dlutxutVktzc/G48DT0ej1Lly5l37591NXV8b47HZzu/jHjI21MTdrZv38/e/fuzZCy7M1lualwkUiExsbGon6wQmhqakKv15d8Y9Pr9RIIqNeNX/3qVySTyQxZURQlo5QFAgE2btyYM744P30wjdX2dh7Z/E+Ytern7UTEx7dPPkGsuxeHxcCDWz9Dk6TuI3yxMF8/9hQvj5xkW8MqvrPhDoyp8s+0qtne3s5Zv5eP7/0d3miQX15+F0ut+WOTBoOBpuZmAoEAR6pFll+4nr+oX82Ax5M1Wronx+/ncrl41tMFiSSu9qV867J3LPj6yIrC53c8x+jgIB3A1nUL1xMcHBnivw4f5M7VF2ALR4quGcB3du0imkjw9W3bEEURp9NJMpmkpqaGe++9F6/Xy0+fe5Exj4eVSjLj97NarZmR0/Rr097ejiiK3HjeCrZ1LOORI8f59z0HuO3Bh/mLjRfzuSs3YUiNkS5GbRodHS1JbaqzWHjojju4f88eth84wBXANbfcwsqWlpzxxWy/X/ZoaW9vb6YfLBvDfj/3PPYYX7n6aj6yIXds1OPxUF1djc1WYnpyiaiQsAoyfrC2MsIyBobVO0qtZR4jCDLNjSH0eplqR4y156tK2cysnoH0+OLQHCnTaJJotXEG+q00NQWxV0XPeXO/t6d0PxiATqejpaWF/fv3l3wuTqcTSZJwu93EYjF6enro6enhlVdeQa/X09bWRnt7OxdtyyZlCgIg+pJoxuMkq7WgXfhkyvKDpWCYjhLSQcJYRpKeN8CkSQOiSEwyEJMMqtdLUVRS5gvlkTIFiBl1VE3MErSaiBsWVl7K9YOBOooIZfaDhVL9YAYJWdQQkqyEJCtU1zMlJzFGwpgiQcQsUqagEjObb4aQyUzEeI7xRVQ/mFdTntpUnUgw6yi9AiDdDzYtSblKGaivTSyW8chlk7L0OiSmNYTMkpqquMDzTPvBKiSsggrykfYM5/vBHk/5wfLH5+Yn6Z0LyWSS/v5+1q9fT7XjnVxy4XrG2v6CeOK7WEx/h3/mZjypjf+BAwfYt29fRg0Kh8N0d3fT1tZ2zvFFj8dTlh8MsjquUgEIpaC9vZ1gMMjEhJqEPDU1xaFDhwCorq7ObIhlWebkyZOZNbBarZny6Nra2hzykiZgL40c5bunniKWiHNdUM+F69dlCNhBr5t/OPQYk1E/f73qOu5ZdjmarD62dPpg09qV3LnzAbSiht9e9SEucDQVPI+4nORrL/0RM7Bh5Sr+8fJ3IQoCKzvUpMns0VK3250hZTIgAleaajjb20tbW1tB/5GiKPzL/h08e7aTz9icEJta0Ns04JvlU889RbPVxj9ecTW//81vMumD8/H6wAB/On2aezduZEnqupNWm9asWYMgCIwmkvzP8DgfuGwTf3ft1Xi93gyJ6evry/j9ACRJyknG/OBF67l1zSq+u2M3v3j9ILvOuvnezTewqt6ZUZvKHZOF0kZrdRoNf3/VVdj7+xns6+MjL7zAD975Tq7q6KAj9dpEo9GCpAzIKGfZKuYbAwMAXDaPnKX9YKvP0VW2GFRIWAWL8oP1D6l+MGcZ/WD9gwL1zmn0+tx+MEEAR1UMR1U+Kdu+uwEBgT271D8KyRSmsTlCY1NQHV+cR8pCKT/Ys8+8WfLzyvaDlYqFLkrZpOzVV19Fr9fT2trKtddeS31jA5rBKLqBGLKgELCAscGEXKstSMrCo2GiZfrBtN4wkRrLuR+bgiaWxBZTCBcqXBYEYiY9MZM+h5Q5xmapGZtBiCZoco+rz1UjELNbCNpMhKwmYvNImeRP+8FK9xyZg6E5P1ipmJ5lViysNqmkzEJIsmSRshD144MkEXBMe6mZ9iKjji9itxckZYvyg0UjZfeDpQM2Ch4jCMQMBmIGAzMOR4aUNYyOYgyH0QVDNAVSISxZSlkhUlbxg1VQQWEs7Ad7DgC7dGfO17P9YKVifj+YXncezXUvMDH9RQLh+zBaX+WyzV9g69YPk0gkGBwc5MCBA3R1deF2uzl79iyCINDY2JhRMNra2vI6/xbjB2tvb8/4wUqFy+Uqek2dmprKI2XLly/nxhtvJJFI8Nxz6rqazeYcNUZrM/G900/zyuhx1thb+UztlTx74DGWuJYQl5P8R+cOftWzmzZzNQ9d8XHO///Ye+8gOeo77//Vk+PO5rw7IwkFUAJJBEkIEAiEQWRMsMHngLPPfhzO9p3ts8/3/O6czxGfwWefM9FGSCQhkhJaZa2EsrQzm/OknTzT/fujp1sTd2cEuOop7buKokq7vdOTur/v7zt8KvNVyFNdZwD4wcBuqmtreHTl+/Kq5RVEkwn+cfsz+NxuFmgEvnLNrXn16JnWUkmS+PabL/NS5x6uD2jQJVLs27uXPbt3F7SW6g0GvrX9FX5/ZD8fWrAU4+5DNE2iavqiET604a8kRZHfrLsDvSQVbR9MpFJ889VXaa2o4JOXXab+e6balBJFvvnSK9RYLXx+1QoEQaC2tpba2lqWLVuGJEmMj4+zbds2Dhw4gN/vV5Uym82mPpf/c+klXHvBTL72wsvc9bs/87lVy5k54S+oNk0Gj8dTdvtg0uvlghkzOCBJfORvf+Mfr7iCz1xxBVqNBqPRyOwcUnbmzBmeeOIJjEajOkpCUcq6RJELBIEZOWrX0NAQ0Wi0LEJZKqZJ2DTweDxUVsTPIQ82mpcHK4ZEQmBopJqli8en/F2FlCWTAqKo5brVPTQ3hentt9LXZ6W7z8jpU/JF05wmZc1pUjYyIi8izyUP1pPeBSn1GK/Xi8/nm/J34/E4p0+f5tYP3MuAEEa65gIMvrhsGxwNojsVQXNSyCdlDm35ebBQEmMKxivLKGTwy+QoVMp8sDQpE3UaJODM/JnoUiKWiTDWYBiDfwLHeBBQSJmVkN1CuMKMxR+W82BlzLrS+YJF82AFT08UqRKTBCpKI0eiRktCZ0AHjNU0MmG1p5WyMMKEn8oCpCxitqJNyk2dZeXBwqHiebBix0TCRIQS54OlSVkiHieo0+OdNTNLKTPl2BcTdhuhdL2/ORRm+XQebBrTyIOSByukEit5MJNhTta/T5ZtKgZlQy/zcTQaG/XVDxMMX4U38AMGR+/DaFhGVcXncblWc+DAAaxWK5/97Gfp6+tTd/w7OjpUpaypqUklMe3t7fz1r38lHo+XnQdT5lGVgsrKSiorK9m+fXtJvz8+Po7P50MQBO69914qKyuz1BhFKYvrwWsXeWDWfN478zpOnzwFgL7OwT9s/zWHfX3c0baEryx4DxZdviLYOd7P73Zuxq6FG+ct4cuLri9arBGIR/nYlifZPdzDRzV2GtsqJ23SS4ki//zmizxx6hAfuvhSDK/tYeHixdxwww1ZJSyZ1tKEzcIRMcZDc+fx0Vnz+e+XtxaddRVLJvnY8+vp8fv5/W13c0F1DSdPniyqNj2yZw8nx8Z45LbbMGfcPzKzTY8fPETnwBA/vOU92E35r4MgCKr6azab+eIXv4jX6816bxRrqc1m4x9bW9k3EeaR17awRkjiamwsKw9Wbvug3+/H6/Vy2WWX8fTSpXzjlVf46c6d7Ojp4Xtr1+KszG5uNhqN6vncdttttLa2Zr032r4+VgDf/973sghzf3+/+pq905gmYec5JEnizJnDVNhETrtttDaFMRrFSY8JhkrPgynoH7Igilpaz8Xy2Bqiwp6gqjLOwotkpcwfkNsX5QZGI2dOKfbFJJCipaWFeDzO6OjolI+jfMlisVhJ5yUIAi6Xi+PHj5f8XGw2Gw7JgHRBLUGdhlitiVitCWY7CCTFgqRMti8K6CJJTKNRYpWGKRUx03gZebA0zP70fDBr6ZZHRv14DVpEvY64HuImA77atFIWS+SQsrP2xYReR+W4n7DVkqeU5UKbTFKRShGtLqd9UFabyq2mBwibLDlKWT3jYgpzAVImIY/2toWCaMQUEbNlSvuiFPDhLzUPBmfng9nPYT5YXXVRpUwhZcZAEEeGffHd2OWbxjT+X4eyaA0EAgwNDVFfX48gCOk82NjbzoNlHlNXV4fVmr2xIwgCFdb7sVvuJBh6DF/wZwyOvh+D7hK6ulbhdF6AwWBgxowZzJgxA4BEIkFvb6+6uNy1axdvvvmmSsp6e3uZM2cOHo9nyvteU1MTRqPxnJwi5R6TTCbVEoXq6mqWLFmCJEl8Z9eT7DneiTNiZeaEHu/uUzyy+xRarRaNXsfXn/sNPoeW71/+Xta2LMz723ExxcNHt/Cr49u5zS/S1t7Op5auK3ouJ3wjfGLr0/RO+PjBsps49NizOBcsLvr78VSKz2/dwHOe43x28QrurZvJr+M7cLlcBUtYznjcPPL6ZqIjYyxKSqT2HeZX+2WiOTg4mGctFSWJL73yIrv7+/jpDTdzeUur+voWyoO92d3NT3bs4KY5c7hu1qysnylqU1yj5Yevb+eK9jZuuWjupO+NkqHTaDTU1NRQU1PD0qVLVaVM+Zy53W5swSC3It/vTw0O8eRLL7N66SVTNmOWmgfLfS4gf3bMej3fX7uW5W1t/Pvrr3Pz73/PQ8uW8YFLLqE6w+GhNDYqFkRl6PpAMMg1jzzC5+bPZ45Ol5X3A3lj4Z3Og8E0CTvvMTQ0RDyuY8yr4ennnAiCREOtl7YWkfaWUEFS1tMnL3DLsS8q88FaGksv/+jts1Jhm6AiZz6YIEClI06lI86CHFL26pY6BEHLzTffDMjB38wLhOJPV6DX62lpaaGjo6Pk81LyYOX64wFi1flERypEyvxxKk4HMfrimIejWIejiIDfIqCptxGtMhYkZeeaBxsza8vLNsVS+OqL2BdNhjxSVuENUD84BskUzX1y02VEIxC32wjZLAVJmWXi7eXBSoU5GiJC4flgUiFSFotQO9SLgFTEvmjJI2VvOw9WIhT7YqSQrbAIKasbHsYWCk3nwaYxjQJQhrpu27aNbdu2YTabcTqd1DeNUVFZTUvbVQWPOdc8WDEIgpEK2z9gt95PMPQEPX2PEgzGcVRvJBSpwGK6QV3k6vX6PFLW19fH3r17OXz4MM3Nzbzvfe9DFEUGBwfVPFN3d7c6D0zBueTBXC5XVh6sFDidTnp7e/OUE0EQcDY046hy8NAF16EXtPh8Po6ePMGmF18kKUnM7xaAJJ2nXyTgOqYqf3V1dRwPDPPl3es55h/izrq5mA8dZdm84mrLc54jfKXjOSw6A3+87n1U+WN0TpJtiiQTfPL1Z3i97wxfX7aah+Zfxo4dO9TXIRdRJP716F52SyH+/fZbuHf2fHp6eti0aRMjIyN0dnZy4MCBLGvprnCQlzxn+OqVV3PLnHnq3/J4PHl5MLfXy6c3bGBGVRX/cf31WY+dqTZ997WtRBIJvnnD6knJkc/nw+fzFVToFKUsk5R5vV527dpFR0cHZiSO7NzBkZ078qyluXm/QkrwVHC73ZhMJhoaGtTzuWv+fFa0t/Pvr73Gz3bu5Dd79/KhJUv4yNKlVJhMeDwetWgmE7t6e0kKAtcsWcJF6UxePB7H4/HwxBNPqN+ldxrTJOw8h/LBf+j+M0yE9HT3WfD0wb7OanYfqEUQJOprfLS3pmhLk7KePisGfZy62vLyYPW1+XmwYpAk6O03MXNGacOjKx1x9DoRUWxl06ZNHD16VJWSXS4XCxYsAGRSphAyt9uNzWZDp9P9XXb54ojE7VOTI0mnIVZjInR8nKhFYOSSdsyBGGZfBGE8gN0TxOEOZpAyq0zKHIa3kQcrfeCyeUJWm0KlzPpKk7JUukGxe5YLELCGZDXGEAzi8Kfti2lSFrZZCFnNWCdCZbcP4vUVzYMVRHo+WMxamtokabTEDCaMSIxU1eFzVGOOhmWlLJBtX/RpdEhpUgaUnweLTJIHKwJzJEKSIiQsF2lSppEkYsbpPNg0ppELJQ924YUXsmbNmqwNvWPHfMA9mEwGXK7H1cWlw+EoOuuqGAYGBkgkEiUtQAXBQIXtAeLhecBzNDb1MTT2QQz6BVRVfB6L6UYEIXtzTq/X43K5OHHiBMlkkh/84Ac0Njaq53zZZZexYsUKJEliYGAgi5S5XK53NA9WCEajkaampqIZuve5shv23FKAH/ZtYZEEtcsv4oGl19Hj6VYtckeOHJFfK6OebmMSs8PA9y+7gfaEgWc5WvB1Tooi3zvwGr8+1sHS2lZ+fuUdNFjsvHzw5aLtg4F4jIdeeYrdw718Z/mN3DdHVsvc6VlXNlv2vXgsEuYDzz/J8fFRfnrdLdwySyZUM2fOJBaLMWfOHO688056enrUz9mON98ESeJ9gGbvAV4e8+F0OmloaMhrHwzGYnxs/XoEQeCR22/Pq1lX1KaUvYK/7dzHJ5ZfygW1kzcPl0OOBEGguroanU6HRqPhs//4Wb7w1/WMDwyypqqa7u5u1VqaS8q6urrKbh8sltVsstt5+NZbOTE6ys927uTnHR38/sABPnLxxYz39bFy5cq8v7WzpweH0ci8ujr13wwGA3a7nWQy+a45RaZJ2HkOt9tNZUWc2qoEtVUJXK3ywi+RHKN/0IynACnTaFLYLFG6uu20NIUwTWFfTCQEBkeqWVJCHkzB6LiRaMxIa/Nwycf0pu2Lbrcbr9eL1+tVhzJWVVVlkTLFdxyPx5EkidraWnw+X0k7dy6XS90dKhWzL1vMiBApeT6YkJKoDEn4WyqQtBrCVWbCVWaYUc1YSsQUiGHxR2HMj8MzgcM9obYxJRIprONhIhUmxCnsi2a/TKRDFaUv9K3KfDBr6Yt2y0SEsEaQ51kJAj6jAV+1rJTp44mCpEwEYoJApc9H2GIhnj62GARRpDpVeh4MQJ+IY0TCZyo926XMB1PUrkylbEwUs0hZVYZ9UUIeoiwJAuES7IuWcJiIUF6GThsoPlOtEARRxByJsDwjuD2NaUxDhtfrJRAI4HQ6qays5OKLL1bVqoPHLmNowE4k8Fk8Hg/Hjh0DUHfYw+Ewg4ODNDQ0TFkfX04rnAKPpxeLxcKCec8TijyDN/hjhsY+gtGwhLqq/8Kgn5N3zNNPP008HicajapE64033lCtk8r9MZOUSZLE8PAwc+fOxePx5ClluSg3DwbQ3t6ORqOZ8vknxRSPnHyDR068wdKAfP95aPlN2Gw2aqtruOSSS5Akic7eLn6+dSOxES+uqB5tT4wDPS9ySKtFo9Gor7diLR2JTPC57c+wc7ibB2cv5WtL1mBIb+S53e6C7YPdQR8feeUpugJefnrVrdwy40Igu30wE95ohPc/9zhuv49f33gn17SdVVYy1Sa9Xs/MmTOZOXMmL54+yX88v561tQ3c0dBCd07eT5IkxsbGOHHiBM2trXz2xRfx+Hz87q678vJQynMB+O3x07RUVPCpFVPngHPVplKgKHT1lQ4effB+PvvMc/zydBf/uHI5n7lojtry6Xa7VVIG8mdn9+7dBZWyXGTmwYphTm0tP1u3jk8OD/PjHTt4bPt2rpckDkWjXBaLZZHUjt5eLm1tzSteOZfvZjmYJmHnMSRJwt11mDkF5oPpdRLO1jDOTFI2ZOZkl43dB2sITFh45nkbINFQ66O1JUVrc4jWphAmUzYpG0jnwcq1LwK0lHmMRhMvOB8sl5RVVlbicrlYs2YNGo2GtWvXsnbtWkKhUJ59MbPqXhAEnE4nJ0+eLPm8rFYrlZIBLqglWOIxBn8crQQRRz7RkbQaIlVmIlVmcFUxniZlVb1+bN4IFm8Em1cmSl6TBmrthB2mgqTM4o+cUx7MZ9CWNx8sMEG0ULZJEEgYDXmkzBYM0jg0gk6CxiHZvhgVBOI2G2GLpSApezt5sHKOMUfT88GMBd6bIqSsaqgPgyRS6fNS7fPKSplWh+SoIGyxEDGbETUZr+fbyIPFa0u3PJqi8nyw6TzYNKaRj2ILMFEMY7P24LjwQlyNtwHyotDtdrN9+3ZGRkbYvXs3u3fvxmQyqbv9LperICnzeDwF82DFkNnYqNEYsFvvwWa5k4nw04z5/41Y/EAeCYtGozQ2NrJly5a8v5dMJtWFcSYpW7hwIcuWLaOuro77778fSZKy7IuFSNnbyYMVm3UF0Bf28s/7nuKAt4d1rYuZ5w8TrA1kqU2SJPHH03v43qHNmO16vrnqbm5um4/P58Ptdqutiy+++CIgl01YGmp5IzZCj1Hi+1eu465Zi9S/F4vFGBgYyGsf3NrfxWfeeBaA319/DyuazqpEhbJNw+EJPvD8k3T5ffzmxjtZ2ZKtKmVmmxTs6u/lc5ueY1FTM9+/7b1quYaS93vttdfo6enh+PHjqvJn02j49MyZVEciRKPRvGZMj8eD1mLliNfPf991a1ZhRzF4PJ6CalMxxONx+vr6VIXOrNfz8J238LUXNvOz7TsZmpjgG2tWq3k/n8/HgQMH2LJlC7FYTH2PLBZLllJWV1dX0L5Yyr3rovp6Hrn9dv6yfj3HDxzgl8eO8duuLh68+GI+uGQJyVQKj8/HgwXswG63+12ZD6ZgmoSdxxgeHpbngzVPndPS6yScLWEmQvJH5v13dCOJgqyU9UocOFzD3oO1gGxfbGs9S8qU+WDNTaXnwXr65TyYoyIx9S+nceKUgM3SjyhObXn0+XwcPnyYdevW0dHRoe6+5CploVAoy74IMqk6F/tioTxYMRjHY3K2yTH1MQopqxwIENIJdF/swhyKYQ1EYNxPdZ+f6l7/WVJWYydcKZMy7Vjo3PJgdWVkm2JxTKLEeCnzwdKkLBmVbw79Le2kdDoskTDmSAjDxASNQZnK5pIySyh0DnmwMBE0JArkwYpBMxFgXFOa2iRpNETMFpokkYCjmtGaOlkpi4Qh4KdqfJya8fE8UpbUasvOg5kj556hm86DTWMa+fB4PFitVmprs4f4BsLr8+aDORwOFi9eTEdHBy6Xi9tvvz3r3qEUOSmkLDMb093dzaJFiygVyqyrTFuVIOiwW+/FYroejSb/+tzd3Z2lAk0GhZQppOgnP/kJVVVV6jkvW7aM5cuX55Eyxb5Ybh7M5XLR19dXsElPkiSe7T3Adw8/jwT85yV38Z7mhXzvpe9lqU1j0RD/vHcDrw+e5OrGC/iPpbdQZ5IJmrLpmkgkuPHGG5k7dy4nz5zmuf0dDPf2sCAJC4DTQy/yuPNslMHv92e1D0qSxKNv7eI7+95gtqOGR1bfibMi+7VWXl/lmtod8PHAc08wGgnzP2vvyCNgyjFms1mdD3ZkdJiPPvcMrfYKfn3zHVlkScn7vfLKK7S3t/PAAw/wh61b2djRwWKzmUBXF385dQpBELIsp21tbXS53ZwSBa6bO5vrZs/KO49clKI25aK7uzuvsVGv1fLdm2+g0W7jl2/uYn/fAD+69T3Mq6+jqqpKJYsf//jHEUVRJfiZ1tJcUtbV1VW2QhceHaWttZWn163jV7t389+7dvGbvXuxptXrS3OKdCRJwuPxcOGFF5b8GOVimoSdx1AuFu1lqE09/RaM+gQtDRE0GmhvCbPqMkgmx+kfMhckZXpdErMpRk+flZamMGZTatLHkCTo7TMxw1U6aQuFdcTi1WzYuKfkY5TgtNvtVndjDhw4AJy9aCtfemVIXzweB+Qbbn19fZ5SVghOp5NEiXkwBcnhCfxmoSy1yeANE6myI+m0hB0Wwg4LtNUwKoqYg1GZlHn9VPfLxEwCBEBrNBH3ThC2m6d8PDUPZi/DvhhMZ5vKGdIcTqtNZjMIAn6DAb8jrZQlEmlSFkY/EVRJWQpIIGAP+YmYrMT1k9sXkST04SDxEvNgANpUkgopRayy/MbGcK59saaecVGU2xcjoSxSpnyiTJEISZ1OVsqmyLkpr1lJebCMY6bzYNOYRj4UtcnpdOapAMGIPCspdz5YNBplcHCQq666CofDwaJFi1Ry5ff7VVLm8XhUUmYwGIjH48TjcQYGBmhoaEAzhVU5d6GfCa228LXJnZ4P1tvbO/WTT8PlcjEyMkIgECAQCODxeNiyZQtarTbLvphJykRRxOfzMW/ePDweD5H05lAxTJUH8ycifP+tF5ld0cD/d8ldtFqq1DZjZaG/dfA0X9mznkAiytcXr+XBWZfmvWeZquYQcb4xsI8TZh8fvHEFn3AtYSDdJinn/WRrqVKs0t/fj8ag50en9rHefZSbnHP5/sqbsOrzK+szZ10dGx/hA88/STyV4k/r7uGS+sIDoTM/Z3sH+vjwxr9h0en53a13UVXg2hyLxdQ82L7BQb7b2cnyOXP42h13IKVS6rgCt9vN7t272blzp3qsSavjA7PaCyplhc5Lec1KhTvdPpiragqCwBeuXsml7a18eeOL3POHx/jL++9hfmODqjY5HA5Ajo8o1lJFxVS+O2reTxCwWq3qBnquUpaLeDxOf38/K1asYEFDAz9bt44z4+P8avdunnrrLQTgwow8GLyNzVImAAAgAElEQVS788EUTJOw8xhKHsxRUfp8ME+vjtam/PlgOp1Ee0s4m5QNm+jqtrJjby3JlJZnX3CiKGWKfbGlOZ+UjSl5sJYy8mB9Z/NgpcLlcqn+7VwUImVOp5PVq1ej1WpZvXo1q1evJhwOZ+12Dg8P55GyOZcvZriMPBgZebBSYQgnMKZgrMCsL0mjKUjKqob8OMZDmINR2oMDslJm0CJV29WBy7mkzPJ28mDvxHwwQc6VZZGyZAJLKET9yCACEvXjsn0xhkDcYiNishQkZfpEHBMS/jKtiCDnwco5RipyjEzKrIQtVpWUmaIR6kcG0SXiOPx+qvz+wvbFHFJWbh4MSZrOg01jGkXg8/kIBAIFF2Dx+MH0fLDsau9CKoCCXFIWCARwu910dHTQ399PZ2cnnZ2dGI3GPPtiLinzeDxYLBbqchaNk+Gpp54ikUiUPR+ss7Mz72dKm2N3d3cWKZs3bx4rVqygsrKS++67D0mSGBoayrIv5pKyqfJglQYLf1j5EE5bDZp04Yhyn69raeJb+1/gz2f2MLuijt+uej9zHYWVEY/Hg9ls5gWvh+8ceI0Kg4nfXnMvVzfLilB9TQ2LF8vFGj6fD4/Hw6ZNmwDYvHkzABYNfLyhntWmRoJj41hyrKVK++CCBQvYO9THh154GrNOzxO33M+c6loKITMPtunMKT636TkarXb+cNvdtBaxwPX09CBJEpbaWj69YQPOykp+tm4dOo0G0q+l8noqxPuvL7xIcHiIJlHk5Wef5eVnn6WxsVH93fb2dnUzTpQkdpzp5uSRo+ecBys2U23VDCfPfPD9vPcPj/Hxp5/lyQfupbu7u6DaJAgCVVVVKilTXq+jR4+yadMmkskkL7zwAiArZZkKs5L3y3zNRFHM2riYWV3Nd9eu5aFly4gmk2hzvmeTbXa8U5gmYecpJEnC4z7M7DLUpomQjnG/nYvnT32MTifR3hxBFAV27BW4fW0PZrNId5+V7l6Rzrdq2dcpK2V1NX5aW5K0pUmZMh+stZw8WH/xPFgxuFwuBgYGSpoPplwob7jhBg4dOsTrr7+edaNULiC5pGxiYoJKyQgX1JWcBzNOkgcrhrMFG1Mfo5CyivEQCQFOLp6FORyTFSuvn5ohHzWDPiTAZ9AgVleopIyxwDnlwcrNNlWIKWJVJahNgkBCbyBuTKIBBmtbiBtMmGNyOYY+FKQ+LL/y2aTMIlsCgUiZpRzF8mDFIAVKb2xU7ItSMkHIVsFgQ1NaKQuD30d1hlLm1Wrl9kWLhZjBUHYezByJoJGkaSviNKZRAJPlwRDH0OrzF43uInObCqGiooJFixZx6NAhamtrefDBB7PuHSdOnABQSZlyv2lsbFTzYKXmdKLRKE1NTQXzYMVQznwwhZRVp2c6PvrooxgMBvWcly5dqlac52bKXCXkwWbYs8mm2+3GUlnBvTv/xEDYzwcvuJwvLFiNSVt8o+901xnGrFr+e99mrmmexfeuWEdtkWt/ZWUlZrOZ9evX47p4Ib/ye6gMxbnF0Ux8ZJyXXnoJIC/vl0qliMVihG0WHnjuSRosVv5w8z202R1Fz0vJNu2Phvne89tY1NDIr2++g9pJbOWK2vTtvXuRgEduuy2vCVGBTqdDqnBwYmycGr2Bb3zpiwz296uftUylTLEvdowFeepUD2uZwI+WW3/1By5qrOeipnrmN9Yzr7EemzGfZCl5sELtg5losNv41V23cd8fH+eLjz/F3DLUpsrKSjU7+YEPfACz2ZyllB09ehSQ83659kVBEGhvb8/7m7NrCjdEejweqqqqVIXu3cA0CTtPMTw8TCSqo72ldBLW3S9fFMo6ps+CIEg42yIYDSJtzRFWXgrJlJeBIZNMyvpEDr1Vy/5OeafIYIij1ycYGTVjMIhT2hcBTpwsPQ8G8oWptbW17PlgSh5MIWUHDx4E5F3OTPuiQsoUgqeJp9AHEyRsuinJSDl5MAUWX5SwTiBhLP0rrR0PMmrSIWm1hO0WwnYLNNfKSlkoijUYAa8vi5QBRM1GbP4Jwtap7Ytl5cGU55KedRUuQ22yhOU8WNRkRdRqCeoNBG2VUCOhSyZUUqbLIGWp9H+WcJCI2Upcb5zyvSknDwYgSCJVqQRBR3mNjSZJwmex5ChldRn2RZmU5doXDbEY1omJku2LMJ0Hm8Y0CsHtdmOxWIrmwSym/Plgbre7rPlgihNj0aJFVFRUsHDhQhYulIcNK/Y/ZYGpkDLFvtjY2Eh/fz+NjY1T2hfLyYMpUK4L5c7DDIVCDA0NIUkS3d3dbN26Fa1WS3Nzs3qPXLJkiUrKEokE4XCYU6dO4XQ6sUyRafVFw5zoOs0pu4hJW8dfrvkgS2raiv6+JEk8c3QvQX+Ao/U6vrV0LQ/OWTolgfV4PEiSxK8GjmFuqOPnt93JjHTzbqa1NDPvp7zvj+3byfz6Wn6x7j4abPZJH+dMVxeSTsd3O/dy46w5/Oj690xZmOF2uwmbTJz2+/nfO+/ENcn8yVgyyef+tpFFqSQLL1yAyWBQ34err76aZDKZZV/s2L0bRJG708dXVtgwayR2nurimU6Z4AjAZa42vrxmFQuaz6pkikJXCqG6sKGOH936Hn7y+JMA1DQ2TnlM5vNXFDqNRpPVWpprX1RImUajwWg0sn///oJKWS4yx1O8m5gmYecpziUP1t1nwaBP0FDGfDBPHzTUejHmzAfTaSXamiNZpGxwyISnz8KOPTVIksDGF+WbQF21j5aWZNq+GMJsziZlSh5s43N7Sz6vzDxYqVAuLIWO8fv9HDx4MIuUOZ1OVq1aRW1dLRWeEBWeEDFSpOqsxKqNxKoMJOz5C/pzyYPpvWGiVbbS1aZEEkdCJFqfTw4kjSaDlNWopKxyLEDVWABjJEb7mT5ZKdNpEasqCNktBUmZVRm4XA4JC6XVJlMZapPPj18ooDYJAkm94SwpqwVdMo45EqJ2fBAJqPcOgxfiaaUsnFbKckmZJp0Hi5eRBzPGougok1BGipPQQqTMFI1QNzqMKRbFFgziCAbl90arRUwrZYVImSUcJmo0TrnomcY0zjdktg/m58GeAybPg5WKgYEB4vF4wUVrLikLBoO43W727t2rZsqOHz+O0Wikvb1dXVgXImVvJw82MTFR1jEKeclEKpWip6eHnp6eLFI2a9Ysrr76aqxWK0888QQg53DWrVunbmhmNkZ2jvfz1c1/5vKkyILZc/n8dXdj1BZfxnqCXr615yV6jp9iFfC1NXdy+eypF9XRZIL/3fEaOmDBzNn84OpbsBvObooWyvu53W6efelFUskki4MJCA7wv794OEvFzLWWTsTj7D16lH5B4qNLLuWrK67Kq0jPRTAcprevjxMGA99au5blBZSdTHzvta0MDQ2hR+KiObPzfq7T6dRzPISRx9xj3DdvBvOIy9m4UJCagI9rgZq6OkxVNfj0Rp7t6ufuX/+ZOxZfxP+5diUNdpuq0LW1FSfFmbhu9iz211UxODTMg3/dyE9vv5kFjVNbHz0eD06ns+DmQ+4oCZ/Px+nTp9m4cSOSJGU1Y+a+N5nfdSUP9m5vUk6TsPMUHo8Hh738PFhbY34erBgSSYGBoWqWLp56npZOK9HaHMFoFNm2q54br+mnpjouD4/ulTh8pIYDh+QdydpqH60ZpKyv/53Ng012TKnzwfx+P52dnVx55ZWcOnmKDRs2qDfJ2UsWUDUiS/l5pMyik/NgzeXlwUwpifESrIgKLIG0fdFWon3RbsEalPNgp+bOwpCe7SX5fNSMeKkZ8WaTMpuZsM2CJRguOw+mLZYHKwJBFKkWEwTtpZGjpM5A1CShBYYdjUSMVszxMKZYGF34rFKWS8r0cVnVLJdQFcuDFYM5EiYiaEgUCH3nQtJoiFisxBMJgjo9PtcMTNGI3HoY8GfZF7NImcmEORLhiksvLfm8pjGN8wVKHqzQAiweP4CEAZNhXta/T5YHK4ZyMid2u52FCxdy+vRpRkZG+PjHP053d7eqYChjUxQboLK4bGpq4qmnniKZTJaVB3M6nQXzYMVQWVlJVVUVb7755pS/q5Ayk8mEIAj8+c9/Vos2XC4X27dvZ/fu3UA2KatpqueChAkI8ekrb84jYElRpHvCyyn/KPtG+/jdiT3oBA3/YGlENI9z2QXzCpxNNvpDAT7x2t9oHxiisaaSX665a0piZLbZ+JO3H100Sqqhhi/ecz+DvX2qIqMoZZl5P1t9Hf+6/Q0ujsdZumghn1459XDvaCLBl598kkZg7dKl3D9Fo+YrJ0/z+70H+EBLA6L7zKSfs9+8uZefvfEmd1w8n2/cegMbN2zAZDLxhS98gf4M+2LPmVMkk0muAwSrjRMH9/Ohw4e56YrLMHZ1TZoHy4UoiqR8PubPnk3HeJB7/vA4/3LtVbx/yeKiKlUgEGB8fJxly5aV9BjK3DqAu+++m7q6uiw7rFLCkkvKurq6gHdvPpiCaRJ2HkKSJM6cOURVRYr+IRONddEpidVESMu4387ii0q3IvYPmkmJ2rLVNgBnW5jKigStTRFWLINUapyBYTM9fRY8vSKHj9aqpMxkjAEpHA4HXq+XcHjqcywnD5Z5TLnzwerr6zl48CCBQEANXvPss1RUVKg3nAuWniVlCUS0aNAkRYwTMWLWKRr+KC8Ppp5bIEJSgIh18nakLIz58em1pPR6Ino9EasF6mtlNSYSLUjKJCBhMGALThC2WKZU97TJJA4xRbyUPFgaplj588HUgg2jlaTOQFBnIGiphKq0UpYmZdpwtn1RBEzRCKKgIW6Y2r4oBXwESsyDyQdI6EMTJKylq5qalPyajVRVqaQsYrFCbR3etFJmiUSQcjJlAu/+DWYa0/h/EQo5SiQSBINB7HbZUiaK0XQeLH8xX04eLPOY2trarFlXpRzjdDqpqKhgwYIFak17MBjMsi9mkrLm5ma60gvkgYGBKW37jY2NJefBFCgL/HKPUfJkyvyrbdu2odFosuyLmaTMFothrKigp6dHVcpiqSS/OLydR491EEudJZo3tc/j60uu5/FHf0NjgZbLXGzp6+Lz2zaSSiRYmoAVFy2ckoCNR8N84uX1nO7u5lYJ7lh5NfXVNdRX12SVsBTK+ykF+xdYrFNaS0PxOB9bv554fz+NgsAHi7RJKhgKTvDV5zYxv6GemXqB8UlmXf1lz0G++/IWbrxoNv/3luvRCIL6OdPr9So5ueqqq0gmk/T396vPRdPTQyoZY2zbq0hAdW0dR48eLclaqqhNS+dfxO2zZ/NPG1/i315+DY/Xx9fWFH5+5cwHU+B2u9U8mMFgYPHixWoJi6JiKu+PQso0Gg2VlZXvah4MpknYeYmRkRFiMR2DIzp+99QMDPoEbU1jtLcItLeEC5Kyc8mDedJ5sNbmyStqM9HTb6HCFsJhz54PptVCa1OE1qYIy5dBKuVVSdmOPVWAwD333APIX+zMC14uKVPyYLt27Sr5vJQ8WLn+eCh8UypEypxOJ8uXL6epuZnKoQkqhyaIa2DUokVX7yDiMBGz5ZOyt5MHK0dtqokn8dXke88ljYaI1ZJHyuyBADVjPvTxOG09sn3Rr9UiOioIW+XZXqnc9sW3kQcrdz5YFA3JAkHufFKWwBQPUeUbRCNJ1I/LrZ2yUmYlbLYSMVmI5ZIySUrnwUovy9An4pglEX85s76UgpECx2SRspraNCmLUjM2ijUSns6DTWMaBeDxeBAEgc2bN7N582ZqampwuVzUNQ5grbBQZ8u3HCpztc4lD1YqlPlgK1asyPuZ3W7PImUTExO43W4OHjzIqVOnmDlzJjNnziQWi2UpaIVImbLALed+53K5CIfDZc8H6+3tJZHIvt+Lokhvb29BUrZ69WoSiQRPPilniexVlZzQxTmujXHDnLlc5ZzLrIoaZlbUUGEwqe6Vyy+/vOh5JMQUPzmwnV8cepM5lbV8bd4lvHZ6w5QL/VPeMT784tMMhif4p/a59I8eZMYU1tLX3Gf4p+efxSnBiqRAyO9n586d7Ny5s2AJi0ajIRiL8ZG//Y39AwN8zG6nxmKZVG0SJYmvPPcSsVSSH95yI0/9z68LZptESeLxvZ186/lXWT17Bt+/4z3oNJpJ54PpdDra29tpb2/nqquuIpWuxH9py1b6T59ibHREtZbW19dnZeVzSZny+XI6nTjMZh65+za++dIr/G7Pfm6dP4+FTfk5scw8WKnweDw0NzcXfM2U+X65pGzjxo1/l03KaRJ2HkIhBR++24MvqMfTZ8Hda+V0t7zbZ9AnaGsco731LCnr7rNi0CdorHv7ebBikCTo7jMyyxmZkhsopKzKEWdLRz2bN29WPfwul4uLL75YvYAMDw9nyc91dXXvaB5ssmNisRgDAwNT/m4gEODQoUNccfs6RsU43qVzsQTCWAMR7L4g9jPjACop09c7CDtMxKz6c8iDpYrmwYrBHErPuioh26WQMmNaZeyaMQNdKoUlHEb0+6gZ91I97gUUi9xZUmYJRc4pDxYolAcreoA8HyxhLq2xManTExZsNCAxVllH0OpIF32E0IaC1IflzEQuKRPEVDoPVnr74mR5sGIwR5TGxqlVTZmUWWAcYobpPNg0ppELJQ82b948Vq5cqd43Dh06RHxvHPgA1dV2XK6zFnO9Xs/AwACrVq0q+XGUPFg5GyHK/aeUxaHNZmPBggUMDAxw7Ngxfv7zn2fN9rr++usBCpIyl8vF6Oho2Xkwt9s95dxMBUajkebmZrZu3Trl7yqkLJVKsWbNGm677TZsjgr+3PEGxzweGvwSTSIweIShuhFMTif69MJ/MuVElCQ2uo/yXwe20RXwcu/sRXzrsjVsf/2NgrOuMvFGTxefeWUDRq2Wx9bdx/FX36C6ulpVTQvhD4cO8K0tr3JhbR0P33wHj//mN8yZM4ebb745a42S2YzZ3NrKdr+fnkiEH61dy4FnnsE5RVnEH/YeYLu7m2+vvQ5LIl501tXXnt3EXw8eYfmMNn7y3nUY0vfQTHI0FbRaLe3t7cxsamTgzBnWC3aWN9Zw31wn3R4P+/fvVze86+vrVYLpdDpxu91Z7YMaQeDL16zi5ROn+fbLr/OXB+6Ra/cz4Ha71bEGpUBpbFy+fHlJv+9wOGhsbCSZTE6TsGm8O3C73VTaE7Q0xmhpjDF/tnyhnQgN4+lXBi5beO1NWbo26BNIEtitUQaGZfviVOtdNQ+2aOr8lILRcQORqJG2lrGSj1Hsi11dXfT19RW1M2SSslAohCRJmM1mrFYrodDUdkmXy6XuDpUKl8tFd3d3WY2NDRoD/qYqkgYdgdoKArUVQAO6ePIsKfOfJWUJDehFiIkSpokoUevUFjlLQFYmS8mDKVDyYOUWbEQ08lyvhCDIi//aWrzp+VSFSFkSiAsabKEgEbOF1CShayg/DwagT8rzwQKGMohOXKmzt5DU6QnqHAStDqhBbV80RUPp9kX5+5RCtmMa4jGSMX2+UlbocSJhooJQUh5MgSYQYFynRyo1rJl+/afzYNOYRj4y1aaWlhZaWlpYuXIloiiyp/MaBgfsTHjfz1tvvcW+ffsAWYVSBhVn2hcnQzmESsG5zAd78sknSSaTqiL01ltvAbJdXlkMZ5KyeDyOVqtlYGCA1tZW+vunbh12OBwl58EUtLW1ld3YqLxWM2bM4OHTe/hNso/7r76ULy66monRcZXEdHZ2smfPHkAmMlqtltHRUWw2m2r93DnYzb/teoWj3mHmVtby62vvYk3bBYD83hTLNkmSxP8c2sN/dLzBnKpa/ufGO2my2Njk8TB//vyC550SRf5z+xb+5+BernXN5Kc33EwyElHVJiXvl1nC4vF4OHbqFHuOHKE5kaAZOLRhA6IoEgqF6Ovro6mpKY+MnBwZ5XuvbWX1rBncd/FCtX4+93N2amSMDYeOcUlrE7+87zaMGQruuapNLS3NfG3J5Xx9w8vMnjmDLzz4IKlUKsu+eODAAdVaKggCNTU1HDlyRLWW2k1G/vnaq/jSxhf58saX+P66ter8rmAwWFYeDKC3txdRFM8pqzlNwqbxjkOSJDxdhwrOB7NZU8yfPXGWlIVH8PSZOeWx0nnMwbhfz++ftmPQJ2htHJeVsuZQQVLWP5TOg5VhX1Tmg5V3jAWNJp6nNk1mZ1ixYgWSJHHHHXcAslKWaV8sRMpcLhenTp0q+byUPFg5weaWlhZ0glAw21WYlEWoGvKhn4jiGJ/AMT5BQoARsw5trYNQhbkgKTvnPJiuPLWp6HywNCHLJWXWiQlqx8fRSCItA30A8nwtewVhs0UmZTlWn7eTB4saS1eoTPEwKSBqKPDeFCBlplgYx9gABiTqxkdgfERWyqxWuejDbCFmNOXZF/WhCeLW0meqaVIpHGKK0UkqivOeS1SeDzadB5vGNPJRfAEWp6bmJHWN85jR+D5EUVRnXikL/m3btrFt2zaqq6uzbFiFsjgej+ec82ClzgeLxWI0NTUVVJtCoRBvvfVWFilzOp3Mnz+f+fPn09raykMPPUQ8Hs9SygqRsnN1iqRSqbIbG0dHR7Hb7Xzioiu4qmkGyxvkx65stdDa2sqVV16JKIoMDAzgdrt5/fXXkSSJp59+GoCq6moGzVrejPugqoIfr1rHLa4L1YV+LBajv7+fK6+8Mu/xA/EYX3njRV7oOsGNrtn8cPVNWPUGNV9e6JoaTSb4/KYXePHMSf5h0SV848pr0Go0dKazR4WOsdvtNMyYwZf27qXbauUn119Pkyiyfft2BgcH2b9/P/v3788rYamuq+MLG17EbjTynzfdgCAI6qyrzM9gShT5l2c3YTUa+MW9t+ZV4k/WPlgIitq0YsUKrrtkAYf6BvnV9t0saG7ghgtn09bWRltbG6tWrVJJ2eHDh9m1axder1e1ltbV1eFyuZjtcvH5K5bxXzv3oNdq+M+bblBzasVes2JQ8mClNjYqx/w98mAwTcLOO4yMjBCO6nC2TJ3TsllSKiHrPObg/lt6iSc0afuimdfTSplel8ywL4bS9sV0HqypvJlihfJgk+HYSbBbBqfcqVNI2eDgINdccw0dHR0cPnxYvVEuWrSIS9PKwMjISJY1QFHM3u2QssvlQpIkeSjyFJBJmR27d4KwVqDnIheWiQjWYASbP0hFt6wmJgQYNenQ1J0lZe9kHqwYDHF51pW3FLtbmpRpU/Logd6mdhAEzJEwUsBHtd9LlV9WygIaLakMUmZW2gfPIQ+WmGSwZy40oQDjQmmNjUmdngltBbVj/QTsVfgcNZij8pwybShAfUj+TiUQiFms6nMRBc055cEECufBih4zPR9sGtMoimJqUyD8rDwfzChbDpWNvebmZt566y3sdjtr165V7xuZSll1dXXWUF+bzYbH41GVj1KgKFml2qqgvPlgoVCII0eOUFlZyfz583n44Yepra1Vz3nNmjUABUmZ6xzzYH19fXl5sGIQBAGn06nm4RwGs0rAcqHRaGhpacFms7F582auv/562tvbWb/3TQ6fPEG1N8k1EjAyRt/467zg7FIJszLjLPf6eHh0iE9vfpbeoJ9/ufxqPrroUpUMK69v7jF9wQAff349R0aG+caV1/Dhi5eqP5tMbRoIBnnwqacYmpjgN3feyRVpAtHR0UFbWxv33HNP1hpFLQzTammSBO5etIioz0vKZMTj8eTlwf535z4O9g3ywzvfQ43VQjAa4+W3ThFPJYmFw4yPjyPVNPKbbXsQRYmUKCFKIqIksbC1kVWzs0c39PT0IIqi+vy/fuM1HB0c4SvrX2JWXQ2zas86VbRaLW1tbfT1yRutn/rUpwiHwwWVsg9YrRzdt5dv+bx8+bZ1uN1ujEZjWQqd2+2mubkZo7G0uauSJOHxeJg7d27Jj/F2ME3CzjOoF4syCzYM+iQz28JoNHDRBWeVsm7Vvmjm9Z1nSZlWk8JqiTDqNdJYF5nSvihJ0NNnYIYzWio3IBTWEolV8+zG0ueDtbS0oNPpVPtiX18f27dvR6PR0NTUVJCUKb54vV6PzWYrySfvdDqJx+P09/eXfG5zrlrBqJQoaz6Y0RciWmkjadATqNYTqE4rZYkklmAYazCCNYeU6SXQmE2EQlGilhIscmXkwRRYQulsU5nkQM6DWUAQ5P9X1eKTJEyxSEFSlkDOYpmjISImC+IU9kU5DzZBwlxG+6CYpIIUYxVlNDbGI+jIsC/aHARtDqhtku2LmaQsw74IcjmHMRrJV8oKwBwJlZwHU2CJhKfzYNOYRhEUU5sioUepFLQYdQ1IkqT+XMn9rlq1SiVlK1asQBRFhoaG1MXlkSNH2L9/PyAXNcTjcTQaDYFAoGhrXe55QXmbJ263+5zVpuHhYYaHhzly5AgAFosli0hmkjJBEPB6vap9MZVKTfYQamPjtm3bSj6vxsZGTCZTSSpIUhTpnfCzY5+8mF8f6Gf/3qOc8I1y+YIZfP6yNVgjiay839698jrCbJY3QYPBIMFgEJvNxh+PHODf33yNarOZx265j0sbs7NiHo+H6pz2wd39vXzyhWeJp1I8cvPtrJkxK+uYYp+zXr+fB556Cm8kwv/edRdLm5sB1PXEihUr1LxfZgnL5j17eXLrdmYbdbgP7OPXB/ah1+tJJBLE43F6e3tpamqi2xfgJ6/v4Lq5s7h5vkw0Hn5tJ7/bLm8YOIUEV+jgsSMefEcKf27mN9fzydVXsHreTIS0QqW0DwIYdDp+ds867nz0z3z68Wf50wfvoSZn/aDkwaqrq6murlZVzFQqpaqYbrcbscsNp47zwx8eR6vVYrPZ1PbFqVTkcvNgIDujIpHI380pMk3CzjPI88ESVJY1H0xLe+NYXmOizZLiogsmVFIWCo/g6TfT1WNh31sOiAv88WkXel2S1sYx2loF2prDNNXnk7Ixr4Fw1ER783jJ59WTbmw8F7Updz6YKIpFSdkVV1yBJEncdNNN3HTTTYyOjo2itswAACAASURBVKoXCLfbXZCUvZ08WKkwRBOYRIkxe/5iOqnXEaiuyCFlESpH/eiDYeyBMPZAt6yUGXQItZWE7WYilvyFv3UinQcrh1ApebBy5oP5A4xrC6hNaUKWTcqiWCITVHtH0SLRNCrvqgWQ7YsRo/z7uZkyOQ8mlpcHiyl19udQgV/AJplLyrTJBJZomGrfCEIyQY13nBrvOAkExrQ6NFVVhAvZF1HyYLqy82CXl+Gpn8Y0zhdM1j6oTZ5CIwgkgt8hGP4LevOtGMy30d2tKTgfTLmHNDU1sXz58ixSpihku3fvZvfu3VRVVWXZFwvZoBRXRn19fcnP54knniCVSpWsNmk0Gtrb2zl8+HDez8LhMEePHuXo0aPAWVI2Z84cLrnkEurr6/nIRz5CPB6np6cnSynLJWVKscK55MFyX2dJknix+wRHx4c55R/jtH+MroCXuJhi5WgCpwZe9Q8wq7KWH115M3fMnK8Sn8y8n2It3bp1K4IgsH79egCSJiOnNSnWNDXy1Rtuob0u+/UXRTFPbXr8yCG+8fpmWuwOfr3uNmZV1WQdo+TLL83J5R4aGuJjzzxDLJnkD3ffzaLGs+2AitpUiBykdDp++NYJzA3NPPrB9yPGY3g8Hjo6Oujp6VFtpwaDgXGNnosk+MTF8+Q5XZLE+v1HuPbCWfzrLdfyxuZNnD5xgue+9Cn0Wi0ajQatIKDRCEiSxIaDx3jk9V185k/PMq+pjk+tvgJPgQxdY4WdH991Mx/501+589E/8bePPUC1xay+Zx6Ph3nz8kc9KGMeFFKWTCb5zsYXOHD4MAtTcSYmJnjqqacAspTaQqRMyYOdS/nN38spMk3CziNIkoT7TCcXFMiDFcNEWMuoz87ii6ZuRbSmSZnFlGLfW5XcuqYfvU6SlbI+E1t2yjcWvS5JS6Ncid/WIpOy7r7y82DdfYXzYJPB5ZLng0Wjkz+fTFK2fPlyOjs76ejoUL/wCxcuVMOhmaTM4/GQSqVoaGjg0KFDJZ+XmgcrwYqowBpIq00lFGzIpMyOZSJCciLM6bmzsIYjWEJhrP4AFX2jACop09RWElJI2Wg6D1aOQlcsD1YEZ7NNJahNgpBuT5So9Y4yUN1CSqvHHAuRCvqoDnqpDMpKWRAtKVsFkTSJO5sHK51QqXmwMtSmVMCHX9BOrcwBKZ2eoLUCx9ggUWsFIzX1WKJhzJEwtokgtlG5Ej+XlCV0ehxiirGq2tKfSzQ6nQebxjSKoFjmJJWaQEeCGBVUVn6LRPgZYhO/IDbxM44fuRGttpWmxslbATNJWVdXF6Io8t73vle9dxw9elRVyqqqqrJUJ4fDgTvd/ltOHqzU9kEFitpUCjlSSJnBYOCSSy7ht7/9LRaLRT3n6667DpBnrSn2RY/HQ19fn5oH6+npKfncXC4XY2NjeaUngiCwtd/NYycP0m6r5AJHDde0zGSWowbPxs00zmrkP+5936R/W7GW1tbWsnnzZlasWIGxuZFHXn8ZYyDEvLiAdLqX3z78S2pqarIa/kKhkNo+mBRF/u+21/ld535WtTn52dp1OEz5943cxsZwIsFPduzgt/v2UW+z8Zd772VubfZ13e12o9FoCmabvrXpVUZDYZ548F4sBj0Y9MyfP59Dhw5RVVXFhz/8YTweDy/t2kOyu5sLEfnbY39ho16PuaqGxqifm2Yuo8ZqZrCvD6fTSVUR58tdSxdw68UXsvHgMX71xi4+/+dnuVMfpHXuRYiihEZz9vN5mauVP/7De7n/t4/zvZe38J+3yjk1ZT5YKfchnU7H125bx7fDITh5HOPFS3nfJYvU701mCUttbW3W9yZXoSsFHo8na8Dzu41pEnYeQcmDuUrIgynw9MkLfGcZs76U+WCzZ4QwGUXmKUpZZISePjOefgueXhNbOmRSptMlMeiTGPRxgiEddltiSvsilJ4HU6DT6WhraytrPpgSnFZ29Pr7+9mxYwcajYbGxkb1y75gwQKVlAUCAUC+sNvtdoLB4JSPo+bByhi4bAlECGsF4sYy1CZvkFGDjpRBT8CgJ1BZAS2NaBNJrKEwllAYiz+AI4OUaSWIWsyYwhGi5qktcoZ4ovQ8mPJczmU+WDoPFjVZETVaYkYzVNQSlCSM8ehZUjbho3JCsS8KJAFDPIooaKdsXwQQ1DxY6WpTtZQgaC9jPlgygVkSCZgtMilTlLK6s0qZORLGOhHEniZlKeSBy9pkElM0IpPEKd4bpQJ/Og82jWnkw+12F8yDBSd+hUYQEPRLMFruwWi5BzE1TCLyHL39R2moGyDqvZrExBIM5tvQm9eh0RZWrBTlZOHChTQ2NtLY2MgVV1yBKIpZ41SOHTvGgQMHALl90O/309bWht/vL6kwoJw8mALlulDuPMxwOEx3dzeSJGUpZe3t7QVJWSqVIhgM0tTURF9f35T2xdw8WC7+9bLr+NfLrsOUcT33+/38OBBk9vLCxxSC8hy2hn38ecdBqiss/OyO97KsoVlVynLzfoqtezwQ4CNPP8aWoQE+cvFSvrriqrx6dQWZebDNp0/zb6++Sn8wyL0LF/JPV15JlTl/HVBs1tVjBzrZeOQ4n79qRdZcLUVtuvDCC7HZbNibWvj94KtcNnsh/37rGpUYb9/fyWJtjN2bnmf/q5tIJpMMhBPs+MUfiepMiEBKlJAkibnNdXzo6qU0VVVwx5L53LL4Qh575Q1Ov7mFv7zlZuMv/sAnrrmctfPnqGRscWsTH7vyMn65tYOmCjufW72i7IINQRBYYreyV6vl0UNHsVRV8+mVK1UVU7Ev5lpLdTodZrOZkydP4nQ6p2wtVcZT/L3yYDBNws4rvJ08WHnzwUQaanyYjNnkyGpOMe+CCZWUhSPpTFmvhb2HHUiShj//zYVOl6S1QbYvtjeHaWrIty8qebANz+0r+byUPNi5WCByjxFFsSgpu/TSS5EkiWuvvZZrr72WsbGxLPtiIVIm58GS5alN/hBRRxnzwZIpKpMphmvzlZOUXkegskIlZYOJJJZQGIcvQEVgAks4wowzHpLAmF6PUF1JyGopSMreVh7MWM58MJ88H0yT85oJAjGjOZuUJaKYoyHqx/qRNBoafXJWr3ZkhNPO2USMVqKGfPuiRkxRQYrxc8yDlQpzVG7kDBc4JpeUDSv2Re8YmkSMKr+PKr9PVcq0VZWEzRaipgLvTVjOg1mtpTdDTmMa5wuK5XSikQ2YALv9E+q/abT1oH8fwyPfZeXKlZjsi4hH1hMJfJNI4N/QGZZjsD6A3vQeBOHsNWpwcJB4PF7QvphJyiRJUu2LnZ2d+P1+Dh06xKFDh6isrMyyYRXatX87ebBSNg4zj/F4PHnzwcLhMMeOHeNYugXQbDbjdDqZOXMml156KSaTiQ9/+MMkEoks+2IhUjZVHsxUYDNtsvlgheCPRXn8za2IwGMDXdx94SK+dOkqatIbg8Xyftu3bwfgjVdeYSYwz2Zl/niAI+nir2LNmA3NzXxywwY2nz7NnJoaHr/3Xpa1tBQ8t8z2wUxsOHKMb770KlfNdPGxK7KtjYra5HQ6ESWJr214Ga1Gw7fXXYfNZuOiiy7C1tDMl3Yc5zOrVnJNWw0bNr9G0juKMRrEGA0iihKRSIJYfQsRvYUndx7kiZ2d3LFsPg9deykt1Q6adRJnBIHP3X4jj27bxxcff57onUnuWHK2rv9z1yxnZCLEw1s7sJuMWLs9WfPBSoHH42HOzJncXlHNj7fuwKDT8tHLl6klLJnW0oGBAc6cOcOrr76a1YypDF1X1LJcUqbkwf6em5TTJOw8wjnlwfo0tDWOlaRMASSTAr1D1Sxb6J/ydy3mFPNmTVBTFWfPoSquv3KQCnuK7j4Lnl4jWzvkG4tMysZpa4X25jCNDdF3NA821TGlzAfLJGWLFy/m9OnTvPLKK+qNcv78+SxdKjcj5ZKycDh8bnmwVOE8WDFYgjI5CpVQsJHS6whWVmCMxbEHJjgzYwamWAxLOIwpGMQxJLdgyaRMh1BdRdhqIWI2vbN5sGJQ1CZbCa+ZIBAzmGXlSz/CTRs30tzfj9vlwuNyUVcxRDzdnJRLyozxiNw++A7lwSY7Jkpp88EUUmYeHSKg1RP4/9l78/i47vrq/33v7Luk0b6OLMv7vidxnD2B7BBCIOylLG1aKE/7lD6/0gVKX2UpaUuBhGaBJCUJAQLEJAQcO3a8xXYc77It29KMFmudfV/v74+ZezUjjaQZkZLnCTqvl/8Zz9XMvXdmvvfcc87nNDswxCIYo+GcUpY9N0nArdJMkDKdDkM0Mp8Hm8c8ikDOgxUL8Yvp7A2oCn3h2HJZOVmwYBV6y13oLX9KOtlNIvoCyegviHj/BFHVgtb0cXSmjyMI2pIzJ4IgKKRsZGQEr9fLxz72MaVO5fz584pSJpMy+eKyoqKC5557jkwmU/b0wWJ5sOlgs9moqqri0KFDsz43Go1y7tw5UqkUmzZt4sc//rGSpXM4HFx33XUIglBAylwuFwMDA8qxKjfbU0rXVTSV5Aen3+Th44e4+rKfSouJ33zgkzhs068tsrW0vr6enbt306PXMGAz89n2RaS9vgJr6eTJmMl0Go/Hw6uxGN1eL1+8+mo+sW4dmhkusibnwbrHxvnartfY2+tibVMD/3n37UVLjSF7DfPs0ZMcdg3w1dtvpN46QTx+evQ0KlHgnivWUmsx8b3nf01VOsP/fvBb9Le24nI4cDocjJqy61KbOkkqFKPreIyPHD3B1rUraPBlFbq71q/k9rXL2fRP36V7ZLzgvQiCwFduu4FQPM7Xf7uHD2tirJqmU60YgsEgbrebdevWcd+WLSTSGb7x6l6S6TR/csWmgpsmMimLx+MA3HvvvVgsFuV66/Tp04pSlm8tle2L8jH7fWGehP2BQJIkenpOUlORxB9UY7PMTsTCERXjXiurlsRLfp3BET3ptKpstQ2gsz1CpS3Jko4Jpax/yIhr0IBrQDtBylRpDPo4gpBGrVajUqlmtTNA9os1PDw8ax5s8jaXLl0q+flGo1HJgw0NDTE0NMTBgweVBbUYKfP7/agFAUkCdTxJqgR7YTl5MGWbYK4frIjVYVp4fPhVKpI6HUmdjqDVCvX1jKZSGCORoqRMAJI6HYZoNPtasxCrsvJgOejjUVSUme2KZ9Wm9t5eqt1umi5f5qoDB8iIIkP19UVJmT4aJWIwoE4nUKU1pEsYa58O5BS6EqyOgDKxcS79YO7KStJqNSGzlZDZmlPKUgopM4aCWMcnzo3I73eBmcc8/l+BfAEmT5TT5G4iyXmwpDBV0XA6ncogARkqzSIMmr9Cb/kLkrHfEA//gFjgn0hEfoqx8kGcTid2u72kQuf813E4HAop27x5M5IkKfZFl8tVQMpsNhtNTU10d3dTUVGBz+eb9TXKyYPJmEsVS1tbG+l0mosXL5JMJguUsnz7Yj4pSyQSRCIRvF4vRqMRtXr239bpVM187O7v5Uv7djAQ9HNjk4O6fj9XrV47IwGTEU+l+Mqvf4U2kUDT3MCP7vsg9ebsOc1XylwuVwEpS6pUaIB2i4V/ueMOFk+jfk3eF0EQMFRW8aVf7+AnJ89g1mr5m+u28eH1qwuKlmXI/WAhSeCbr+zlqgWtvG/tCuX/k+k0P3/zDNsWtVNnNfNm7yD6ZISKkTEs4TDLzp5l2dmzZBAImowM5kiZq60NKi2ggXTX64wAdY2N9PX10dTUhN1sxB2aev2nEkW++Z53kwgEyPRfwK8pbWS8vC+QXbtUosg3b78FtSjwb68d4LI/wD/cfP0UEisfM4fDgU6nK1Axp7OWarVabDbb7y0PBvMk7A8G4+PjxGJq+ofVfPuJBVRYwrQ1p2hrjNLWFCmqjrkuZy/Wy8mQOQcNCIJESxkZsr5BAxZThApr4R07oyHD4gUhFi+YSsrePGVFkkQ+/vGPk0wmGRgYUO50DAwMTCFlarWa5uZmJcBZCuQ8WLn+eJi6KEmSNC0pW7duHRJQPeKjesRHSC2SrDQTsRoIWwxFSZkxECU6xzwYYmkX+kImQ1UyRaBIEXBarSZotU4hZeZQCFsggCoep62vjxTgUWkQKm1EjMaipGyueTCAaJlTDs3BIHa3u+BxMZOh6fLlAlI2nCNle7ZtQ5XJUO/ODn8JoSJtthDVGYnqsvmtAuQUutAc82Al70ss1w9mmGornEzKxnKkrNLnRh2PzefB5jGPInC5XAiCwPbt23nppZdobm6mra2N6pojNFjVCIa1RbdpampSCFs+BEGN1nAbWsNtJGM7iPj+hsDInbhcH2Plyql/azr4/X58Ph9btmyZ9PcF6urqqKurm0LKzpw5g9/vZ/HixSxevBifz1fgvihGyuSbM+Wsdw6Hg2g0yujoaFnbFOsHi0ajnD9/nvPnzwOFpGzz5s2IosgPf/hDpWdKVjCam5unkLLppg/KGI2E+MqBV/lVzzk6Kqp49vYPUBNN8N9vdJV0k8rp8/LAy9uhf5BNwDfueT9V5glSXWwy5hvd3fzHyy/TFAigAawjIzz76KNFh7BMRq/Ticpq5dYf/oh4Ks1H1q/hgas2F82OwUS2acmSJTx28A0iiSR/+67rCgjp7nM9uEMR7t2Q7ar76f6jWMQM68+cIqFSce8H/wpn1YSK2Owf55Nv7OSTv/ktSb0OV2srR9atp3dRJ6NDl/nBD36AWq1mjaglOZhQSJkqjxxpVSo+tMTBzv4LfOfoWRyLlrBtYQnHO9cPVp+bFqlRqfjm7e+i0WrloYOHOTMyyjduu4XOmomohcvloqGhYUo/WH6/32RStmvXLtrb22d9P28l5knYHwhkUvCBO/rx+nS4Bg109+o5cTb7ha+whGlrStHWNEHK5pQHG5Cos/un5MGmgyRB36CW9tb4rCKATMqa66McOVHF7t27GRoaUn68rr32WuXOWT4pGxwcVBbKtyIPNts2pfSD5ZOy5TdcizudJLBsIcZQBFMoiskdpHIsO+BDIWUWA2GrgZRWjdYfJv4W5cGmgz4aQ01p2S6ZlImZDLZAAFdDG5pMCkM0gi4UwDaetScUI2VyHixexvRByVf69MHsBhKNIwO0uVzMdsTETIbGy5ep9HrZcdNNeMzVRAwWDPEIqaCXqpAfWyh7ETOZlGnSyewxm0MerBz7ojFW+sRGmZTZAj7imvk82DzmUQxOp5POzk42bNigrB179+5FkiRU4kdpaKxiwYJXlQt/2YK+devWWf+2Rn8TltoN9Hb/M4kE1FY+Syq5ALVmxazblmqRyidlwWAQp9PJY489RnNzMw6Hg87OTtasWQNQlJQ5ctMHy82DOZ3OKXmw6aDVamlqaiqpH0wmZbJF9LbbblNsZS6Xiz179rBnz56ipGy6PFg8neIn50/zjcOvEUul+ML6q/jsmk3oVGp27tw57fTBfLx48Tx/s/O3qESRT9prkXRhqmZRTg4ODPDAzp3o9HrWShKNdXVcf/31yr7kD2HJz/u1trWxs9dF/8AAXSotVy5bwV9fuxVH1cw3+fKnD9ZaK/nRkRNsP3WOv7huIlP2/JtnqLea2drpwB+JcfpsN+u10NlziV0LVuKsquN9pw5QEw4gShl2t6/gyzfcxyMbb+K7v/wvlp47x1BDAz2dC7lUsYD/75aNuFwu9h87ick/qpCylpYWZX8aGxsZ7O/HZrPRaKzmf/3sJQ7+1WdmtGJC9jsg1xrIEASB/3XNVSytq+EffrOLu374NF/YdiWf3LSedCrFwMDAlBsXxSCTMrVazY4dO37vNynnSdgfCJxOJzZLkoWtUYS2KJtW+5AkGHVrcyPkDXQ79Zw4lyVlNnOEWEKNzRwmGFaXlCMrJw8mw+3VEo7qaWua3S4hoy+n0F28eJGBgQHlzplery+4oySTslQqRTAYRJIkMpkMarWaVGr2/XE4HAQCATye0rvLHI7y+sFUKhX1Ki3+2ipiRj0xox5PLdnBG9E4plAE4yRSFlEJGNISMUCTSJLUzq6GlZMHk2EKzW3ARlQQiOsNxAWBkMkK1fWMpVPKhL/JpEwCYoKILh7LDuaYjViWkwfLQZNKErRaaSuDULtaW3Pj8M0kNAYSGgOY7YQlCW0qliNlvgJSlshRPFU6hSqVnKqUFYEhFiGOQKKEPJgMIejHo9KU1w8Wm8+DzWMexeDz+RS1qbOzk87OTiA75v3ksRsZulzLiPtd7N27l9deew1RFLHb7UiShE6nK7AvTgdRrGTE815gB031TkJjd6AzP4De8jkEYfrvvtPpLLsf7Mc//nFBTvnw4cMIgkBNTQ2OXHZsMimzWCz09/dTWVk5awYasoXTpebBZLS0tMy5H2zRokVYrVZlcl00Gi0YfZ9PygwGAyqVimg0SiqVotvv4blzp/jFxS588RhbGlr456tvpqNiwgLvdDqLTh+UMRwK8uXXXuXlngusqWvg2zffxtMPP1zQD1YMPzl9mi+98grtlZV8+6abeOaRR2jfsmXaISyTraURBIzA7UsWcdf1V5dklcsn7jabjTtXLuHR/Ue4Y+USOqqz+5xKZ69RMpLEjlMXqBASqOMJ6oeH+ce77qIx4OFvX/0ZIlmC/akjr7C/bQkP3PVpHtx6J9/Z/iguhwMpHGNUm2Tp0qUsXbqU1+Nqdp/p5qH3TpDMV199Fcg6kjKZDLW1tdy/2ME/7D7M2eExVjXVT92JHPLzYMXw7iWL2NTSzN/9ZiffeHUvB519fH7V0mk71Uo5Zr9PzJOwPwBIkoSz9yQdrdGC61tBgLrqBHXVCYWUjXmypOxSn5ELTi1jCS3/+aQNmzlCW3Mya19sjlBhSU25VpbzYOV0fcl5sHIyZH2DRkQhOUVtisViBXYGmZS1tbUp+asPfehDpHJ3SfLti8VImcPhoKenp+T3JefBygk2y/1gU7JdgkDcqCc+hZRFsXn8EI1T6QlS6QkSUokkK8yELUYiFkNRUmYKzS0P5lOpyJQ6lUWS0AaDJI1Ts00ZlZqQyTqFlBkjYWxBHxopg/lyNvzuFTUItgqloFiaNBp+TnmwRFZtcpSx+DsdDtTJJDHNJLVJEKYlZabAKBJQ5xkBzwghQSRtyvaURfTF7YvZPFjpqmZ+HqxU6OPz/WDzmMd0mO4CTK3O0NHSS2urm7rGnxGPx5UL/5MnTwLwyiuvsGvXLsW+6HA4aGlpKUrKXC4XdrudhvaXiPq/TDz0HyRjv8FY8SBq7cqi783lcs2abcqH3A82WW2S7Yqjo6NKTYtMypYsWaIoMJ///Ofx+/0FSlkxUjZXp8hc+8EmTxk0GAyK3RKy6798bg4fPkw6neapp54iI8CoRmRUp+a61jbuumYT17R1FBxP2b0y3Qj8bvc4H/z5c0RSSf76iq388ZoNuMfGZuy6ykgSD+7fz0OHD7O1rY3v3H47zu5uZZ/ykT+EpaZzEbt2vcabFy7SqVWzSsgQDwVxnjnNf5w5XXQIy2TIXVeytfGLN21j94Ve/vHFnTz50fchCAIfuXItn33yF7x08hyVJgO1qjTmUTcBnYFDrYv44yM7EJEYMdlIiSqagh62us5x78n9vNK5mqRGw0BzM9rGdtx9ISRJQhAE7GYjo9E4CzsXKWXM0WgUl8tFV1cXp06dYnh4mOHhYd4H/Pr5n+FdtQKHw6FMsJ68L8WOWT7sJiPffc/tPHP8JP/8yh4edPWyQCivH8zpdP7e82AwT8L+IDA+Pk4kqsYxC9ERBKi1J6i1JzAZU1xwmrn7piFicRHXoJGLTj0n85SytqZk1r6YI2XZTjGJ1rI6xYrnwWZCV7eE1TR7P5hMyi5evMjGjRs5cuQIFy9eVJSybdu2ce211xYlZRUVFUo/WKmYS0jZkZvYGDbPQijySJkhHIVYnMsdbdnC5VAEozdIpTtnX1RImYGI2UhSp0HlCeIuIw9GRpo2DzYdNMkkBkkqKdskkzIJgYqgj8HaZgQpa83ThgLYvGPgzXZheUQNgs1GVG8ipte/pXmwmeByOGjp76e7ddXMT5RJmVqPLTiK31RBwFKJIRbGEI9gyLcv5pGyqN6IIEkYpAwjRbJd0+7LDHmwabeJZknofB5sHvOYCpfLVVRtCoblfrBshkun0ylKmXyhe8011yhrx759+9i7d68yoU1ea+TcksvlYvny5YhiBabKfyNpuI2I74uExu9AZ/4MOvOfIIoTF4Fytmnz5s0l70t/f3/JatPY2BhjY2Oo1Wo6Ojr4wQ9+QG1tLQ6Hg4ULF7J69WrlfUwmZY455sEuX75c9sTG6ciRJEmMREJc9Lq56PNw0efGGRyhM53mDbMar0bFclGHIyPQ4AsgnbnAvnM99E46N/L0wWK/j06flw//8qeoRZFf3fcROnIDpOTjW2yb3168yH8dOcKxoSHuW7mSL1+fHRwhZ5uKTWx0RyJ8Z9/rPHPsJHqNhj+5bhsf27COp596kozNyh133FFUKbPZbMq+yMqXy+Uq6LqqNpv4yxu28g8v7uSFU+e4a9VSru50sLi+hkf3vsFTH72bfWKGs7pKTPEYjX43bzR1APC9je/mtu43aApmHUH2aAivwUxvaysZlYqqmjpil3xE4klMei3VZhOSBN5IlBpLdo0yGAwsWbJEqVn4zGc+g9/v519//ivqw2F2794NTGT35X1pamqakgeb6bNy/9rVrG5o4LHHH8eNyA+PncyOsZ/lBobcqSYr4L9PzJOwPwAoPxZllTQb0ahTLFsYRKWCjav8eUpZtnD5okvPyfNZUmY1R0inRazmKNGYCp02U4qrLJsHa0mUPJk8HFURiVfxQpn9YBqNhkuXLtHd3U137m6UXq8vmMaUT8r8/qylMpVKlWxfbGtrKykPlo9F267CnSmvH0wbCJGwWSaUsurKrFIWi2MKTyVlYZWAKS0RMJrRJBIkp7Fb5MMQjZacB5OhDNgoJ9sUDZMmSygkQSRssoC9nvF0CkMssl2rOwAAIABJREFUiiEeQRv0Y/WOIzBOmqyFMYaANpUgJoqzlyhLEo3DA7T29c2aB5MRNRgYrq/HY6mZ/ck56JLZDF3UYCKh1ZPQ6vFjz56zZLwoKYvn3pGYTqNOJUmVYF8sJw+mbBONzOfB5jGPaeCcZpJePPJLdIDF8unCx+NxJQ+2cOFCFi5cqDyeP149n5TV1NQQj8cxGAwkEgm0Wi0a/Y1YancS83+FeOh7xMP/jd78KXSmTyKIlhkv9Gfal7mqTS6XC5fLxZEjR4DscCp5fezo6CggZXq9Ho/HQ2VlZUmWfa1WS2NjIwcOHCj5fdXV1WEwGIqqIH0BH7f97AmCyYTymEWrY6OU/Q1914ZNbFu2khXVdQiCUKCUuVwuxVqqUqmU30V5pL+sYh4fGeKBl7eTzmR49r33KQQMJqYP5g/SkCSJly9c4AsvvUSDxcLfX3cdH12zRvlcyZ+z/GxTKpPhqTeO8+39B4kmkty3ZiWf23oFdpNR6Qe74oorph3C4nK56O7u5sSJEwCYzWai0SiCIOD1eqmoqEAQBN6/biU/PXaab+8+wJ0rlyAIAp/atpG/eu4lXj6UPd+njXYOty7kY8d28y/X3sObje3cd2YfQ3nWf2MiOy37QsdChEyGxqYm4DzjwTAmvRZ77obyWDCskLD8Y1ZRUaGofhWLe9jV08eOz/1ZwfdGJmUqlQpRFLFYLPT19RUdwjIZi+yVVGVShKqr+dfd+zjSP8g3bruFKuP0LqCxsTEikcjb4hSZJ2F/AHC5XFjNybLUJteASOukfrB8pUwmZePeLCnr7TdyrscACHzvqQVYc0pZqzLoIzmFaLl92TxYaxl5sP7B7BdpLmrT5H6wWCxWlJS1tbWxdu1aJEnive99L3feeSeDg4PKXcD+/v5p7Yv9/f0ljcuH7A9MnUpLoLb00ezaeBJDRsI7OdslCMQNeuKGfFKWUAqXicSwBkJYAyHCokjSZiZsMmaVsiKkbK55sJhQWteVDDEYwCNqplgOMyo1YZMlS8qq6hhPp7MEJhqmIugFJJrGXIpSpjLbiOqMxLWGKX9Lnc7mwcqxIip5MG3ppEW2PE7pFBOEaUhZhIqgGymdosY7Ro13jLAgkjJbiOhNRA3GoqRsbnmwKJvWF/fUz2Mef8jIz4NNhqD0g11T8Hh/f7/ScZUPnU43LSmTber79+/n4MGDNDU15dkXv4bO/CliwW8RC36LeOgxdObP4nI2lNR1lY9nn30WSZLKVpvOnDkz5f/Gx8cZHx9XpgrLpKyzs5PFixfT0NDA5z73OQKBQIFSVoyUtbS0oMqpQaVCPr7FLo7rTGbu7lzGwgo7nZV2FlbaqTGY2L59O10jfv7k6hsKyI5er2fRokUsWrQIyK7/8rmR9++ZZ57JTjZsbGRAJfBb7xiC1caTd91DZ5Vd+Vv50wdlXA4E+Mddu9jZ08Py2lqeuOeegumFcr5cjkYEYjFODo3w/YNHeL2vn20LHPyf67exsHridQYGBopmm4pNxhwbG8PpdPLmm28SCoU4duwYx44dU5SytrY27l2+kL//7T6O9l9mQ2sTNy/vpKXSxqGTp6mPxdD5Mzy2+Qa++/yjPLzpZh5ffwPf2f4oy8YmCr93dazE4RlhpKmRxsuXsZqza6QvEqMNWFRXjUoU+Pcd+/ivj713yjHLV+jWtTTywqlzjMcSBdZSOe934cIFjh49isfj4YknnlDqICYrzPmQp2N/4obrWBmO8c8793DPE0/z2Pvfg02vx14kF/925cFgnoS94yFJEs6eEyyYlAebCeGIijGvlZWz9IMJAtRUJZR/53osvGvbCIKQVdJ6+nScyillFlOUtuZE3vTFZM6+WF4ezDVNHmwmOBzZfrBodGYlMJ+UrVq1ijNnznDixAnlC3/11VdzzTXXkEqlCkjZwMAAarU6W9y4c2fJ76upqQmNUCQPNgOMMjkqxb5o0BE36NAmkmgjMfraHRijEYyRKAZfkApvTimbTMo0GqRcP1i5ebBEkTzYdBDTaaxSGk8JnSwZlYqw0UJaVFEZ9DJU00BGVGGMRdAE/NgC41SRtS96RQ1iHikzxMvPg7lyebC4tnS1KR30EaCEiY0yKdPoMPvGiBnMeCprsoNLYmEMwQC2YFaJnUzKMoI4xzxYeSHleczjDwXTZU7S6ShqEtP2g4miWNAPVgz5pGxsbAxRFLntttuUtePAgQPs27dPmdDmcHyQlqb7qLb9iFjwa/T0fJCW5jogA8z+W5xIJEqePiijrq6u5H4wmZTF43EWL17Ms88+i9lsxuFwsGDBAlatylq3i5EyxxzzYB6PZ0oeDECnUvNPW2+a8ricoRNnuUml1+vp7Oykra2N119/nc2bN9PR0cHuE8c5c+EC1kSSWwAxlODQ9hcZyV0HtLS04Ha7lTxYKpPhiWPH+PcDB5Akif+zbRsfX7euoDw5mU6z70Q2Q/hC/xBffuQJetxZoqpVqfjarTfz3pXLpiixzlzX1WwTGwVBoLa2ltraWnp7e4nFYtx///2KsnThwgVFKbsbke2//CWqrVfgcDj4+NZ1vPHr7VhHx/noiQt887q7uFDdwIeO7+U7V95Kt72BRbmKlgtV9RxvbOcvDmxn8F1XsXnbNl49cwmjTkNnfZY8Oqor+fS2TTy0+xDuUERRxkZHR4lGowWq7vrWbEfam/2Xaa2asOHKeb9kMsnRo0f5yEc+QiqVUj5Pr732mjKEZTIpk49ZW1sbi/V6VtTX8emf/oJbHnkCgC/fcj33r1095TPzduTBYJ6EveMxPj5OuIQ8WD7kfrC2MrNdILFiURCDPsOGlYVKmeuygd4+HafzSJkoqtBpE0hS1ppYyrV7Ng82Utb0wZaWlrL6weQizZ6eHi5cuMCFCxeA7IKab1+USVk6nVbu/MXjcaXsczbIi/6shCoPplCEqCiQKGEiogyVL4BHq1bsi147WaUsnlXKjJFIASmLiCL6TIaI0Zi1L2o0s56ccvJgMuRsU0RfXh4KIGw0K2oZ9pxSFotgiEVQTyJlSQQ0iQRBs5kKnw91CdZSp8NB88DA7HkwGZJEFUlCZUxsVKeSGMgwmmdf9FmrCpQyYyxSQMpiCAiAIGVQJ5OkZpnIBhN5sHkSNo95TIVzmumDE3mwNUW3aWpqmnaS3mRkMhklD9bR0UFHRzZvk0gkCmxYBw4cIJPJIIod1Naswh8I0tJ0GPfl27DZ/waN/toZX6evrw9RFMvu+oK59YOdP38eSZKU9dVutyvrY3t7u0LKgsEgoiji9/uxWCy4S8jmzpYHKwZZbdpQxhRYOQ9W3dzMgxfO8vJwH4vbmvjK1muojCeLWktlUtjv9/P3Tz3Fabeb69rb+fINN9CURxi7Rkb5px2vcmp4hDXREG3A7uExVjc1cNfyJaxurGdVfT0WffHiYpfLRWNj45Suq+kgZ5sWL16skLJNmzYVKGUvHDhE0jPOCy+8AGTti1Yhg6uiis/1neX70Rt5dPMNfPXlZ3l8w/X8+Z1/zOKxQepDPpwVtWjSKdYHh+lTq6ltbOTlV3dxx7qlGHXZ70IileKVsxeptZgw6ya+H8XUpoU1dqx6HUf7B7l79bIp++N0OtFqtTgcDkRRLFAx862l+aRMrVZjMpkYGhqiubmZ1Y31PPeRD3Dj938AQMskoiUrdG9HHgzmSdg7HvIHv3UOebCG2vL6weqr/Rj0E+QoXymTSZnbp8E1aMQ5YODsRT0SAg//aAEWU5TWpiRtTRHamiJU2qbaFyO5PNj2l46V/L7eyn6weDw+hZTJHRhr1qxBkiRuvfVWbrnllin2xWKkrHPbVYynk6TLyYP5QySsZUzSS6WxpdKM1U7qBxME4nodcb0Orz1rX9TGE5jCESyBAGIkijkSwdzTQ0QQSVrMRIxGIkZjUVI2tzxYNttUTj9YJuAjUKQfLKNSTdgX80lZNIzN7yWp0fDkxz+OKpWieWAAh9NJm9NJ88AAmkmkLKrXzz0PVk4/WDw3YGQyCc23L04iZRUBD1Iqid3nwe7zKEpZVG8kYjAVJWXZPJh2Pg82j3kUwfR5sBfQAWbzpwofz8uDlYqRkRHi8fiUGyFarXZaUtbV1QXA6bPLOHMuQ13NT2hpfp6FnXfT1n5V0Qvz3yUPFggEytrG5XJN6Qdzu9243W6OHj0KTJCyBQsWsGzZMkwmE3/+53+u9JjJ/4qRstra2mnzYNOhlEl6k9HrdIIg8Kl9u4hKkjL9UO6uyq8rkM+NvH9HX32VNcC26mrWWK3ExsZI6PVotVoCsRgPPL+deCrFh9auRjxxlJrqZr76kY+UNOlS7ju94oorSt6XYmoTFCplCXsdn/zvn/Evt1xNiwpOnDhBKBTCaDXy6AN/yrtjEXpXLOSAZxN/e/AFXm5dzpClimONCwjojdzZdRh3Yz1CJsOp8QixZIr3bZmY7Pnw7sNcGHHz0EfuQqeZWKeLqU2iILCmuYE3+4s7m6ZTNYtZS/v6+ujp6eHQoUPE43GefPJJVCqVMiDna1dt4mtHjrOppangb8l5sLdraNU8CXuHQ86DVZaTBxsUaan3UKoTLZXO9oOtXzHzj7ggQHVlkupKP21NEbouWrl28xhGQyarlg1oOdOdvYtkMUZpbU7S2pglZVUVSaUf7K3Ig822TSn9YPF4nIsXL3Lx4kUWLlzI6OgoBw4cUO4Ebt26lW3btpFOp6eQskwmQ71KS6C2dOVk2jzYDDCFc2rTbNkuQSCh15HQ6xAzaUyRKH0NregScYyxCPpgEFtukS5GyuaWB/MXzYNNC0miKpMkaC3RvmiykNDqqAp4GbfUkVJr0Sci1I6O8tq2bUjXXquQsjanE0eOlPW1tc05D1bO2PyS+8HySJnWO05KUBNqasEYzfau6YvYF7OkLJspm8+DzWMexeH3+/H5fEWnDwoZJykJKgzXFTw+XR5sJpQ6YCOflIXDYcLhMPfeey9OZw+9PW9w9HiMI2/uRRD20tjYpGR9Wltb0el0PPvss0CWzJUCWW2SCV8psFqt2O12ZXjHTJBJmc/nY/ny5fziF79ApVIpa+TKldmL92KkTD6+5Q4lmW76YDF0u8f57ZtvEFEJLK9v4KvX3oijovj6IltL2xcsYN+hQ1xSq2lfvJgtFgtDAwPs37+/wFraHU8h+QL8x/3vZ4m9igf37WbJli1TCNh4KIxKFKkw6Av+T75OmMvnbKZtrmhvocZiZofzMg994C5GRkYYHR3jlaSBTbU2VlUaiJ49z6Ebsp/7BYEA1zt7cJx3Utc/SP3YKE9+4uM0DA3x/NFzLGuqZXlz9nh3XR7lkdcOc/faZVyzeIHymrLaJJOmfGx2tPDNV/bidHtx2CeOfSgUYnx8XOmymwkyKdNoNBw6dIh77rkHnU6nfJ7k0vW7VCqefuqpKfbF2Y7Z/yTmSdg7GJIk0XvpBLXVCRJJAZ129lb7cFTFmMfKikUz58HycXlETyqtoq25/H6wZZ0h7BVJ1q8oVMomkzKzMYZWKyKQIhYrXaFzOByMjIzMmgebvE05RM9gMFBXV8euXbsUUgbZBTXfvphPysbHx9EIAmmViJDOIKlmJyIl58HytwlHs9MEDaWrTXj8+EUVMYOJmMGE3yarMQkM0TDGWATdJFKmlTIktXo0qSRJ9ez2xXLyYDL08Wj5apM8zl5nJqnREdFb2L++DiGTRp+IYEhEqBsZYe+2bbyWI2XGSAQhk0GQ0ghSpiSSKOfB0rPlwWRIEupIkISxzH4wKY2nonrCvmibUMqM0awdUz/Jvigy3w82j3kUg/w7b7ValZ4jyOXBpN8tDzZ5m6qqqqLZppm2ceSmEnZ0dMANNxGLjdF74fsMDjvoH0hy8OBB9u/fr/RMNTU10dXVhU6nIx6ffQ2Xpw+Ws97NpYqlra2NTCZDV1cXiURCUZKqqqqU9TGflIVCIdLpNOFwmGQyWXBuZoKsas6WB0tnMjz85hG+c2g/74/EaFuymD+9632zvoYkSXz1xRcRUilWLF/OF9/3PuX/CpSyri70Xi/XAS8/9SSv59SfNHDgQi9nRsc5dXmYE4PDDAdCABg1GhpsFhpsFhptFqzjIyAIjEgiOq+POqsF7Sx3xuXpgzNlm1SiyB0rl/DkoWN4wpHc56yN26tbeXzvG3z23rtx6mt56fXjfPnWTXhHh+kRRU7lrKXmYJCwyURNcyuXL4zwhbsncnmPvHYYs07HF28tHGQzNjZGNBotug5d2Z7t8jo/Ol5Awuaiasp5sIULFyqZP6Cg3y9/MqYoiuh0OqxW69uSB4N5EvaOhtvtJhJT4xxQ881HOmis8dHaDI6mCC0N0aKkrC83LMNRhn3RKfeDNZTZD2aMUmWbUOjylTKZlHlk++Kgga6LZiREHnjggZLsDHIeTP7BLwVyHqzcBUYQhCnbJBKJKaRMti/KXvnaYQ/Vwx68GhVSlY2w2UjEZChKyn6XPFjJk/QyElWpImqTIJDQ6khodYWkLBbBFA6ijoZRJ2K091/CEggw2NisWOSKkbLfJQ8WLSN3ZoyFiSOQVBeqTZKoIqq3ENVb2LehkJSJmWEkQaDBO0Aa8KFGNFcQ1RafvpjNg6UImUv/EVenkxjJMFqmfVEAIpP3P08pyydlhmiEioAPkvH5frB5zKMI5Iu2n/zkJxiNRkVZqqreh10nIGhWT9nG5XLNKQ+2bNnUzMt0CAQCeL1eNm3aVPC4Xl/D0pVfYmnO/ZVMJpUL/3PnziGKIitWrGDZsmUMDQ0p62NfX19RUva75MFGRkbK2mZwcHCKQufxePB4PLz5ZrZyJp+UrVy5EkEQ+O53v4vJZFLOjcPhoLq6egphmjx9cDqMhEJ8YcdLHBzs5+6aesTxILes31ASyfvW/v0cPnOGTcBnbryx4P9kpSxltfH5Y11sWbSMv9m4lj6Xi6NvvokkSezasYMM4EFFVG9kc10DSzasRlSrGfIHGQoEGPQHOTs8xtrQGCICf/TMLwEwajU8dN9dbGkvPqSj2PTB6XDXqqU8fvAoLxw9idvtZu3atdy0ag1PHniTH+w7ymev2cRzB0/x/WMu1rQ1Un/r+1mgBiHiZ3zARWhggNHLA7zbBAMHX+H54UvY6+s51NXNXVvWYZt003cmtUkeYz8eKryJL+fBGhoaZt0fGS6Xi/r6evT6wtfP7/eDQlJ26NAhFi1aVHIZ+luNeRL2Dob8wb/zxiE8Pi2uATh0vJKDb1YhCBkaavy0NUs5UhZDp83aAsvOg/VL1NkL82AzQZLANajF0TxzP5gggL0yib3Sz5KOIGcuWDlw4ADj4+PT2hlcLhdOp5Px8fG3NA822zbJ5OwTGxOJBJcuXeLSpUu0b95EKpUk3NGOMRxF8PuoGvFQPeIhA1NJmShk82CWtyAPNgMMsRLVpjxSJgHmaJj7//u/8VdU4HQ4yIgiYbMZoCgpk7uuypk+KOfBylGbNKEQSf3sx0wmZXGtEVvYg89cRUxnQh8PowoFsIXGqSQ7o8yHGsFsI6o1Edca0CbjqJHKU+hi0+TBZtkm2w82yzTNPFJmjoQACXPuXMxjHvOYgMvlor29nRUrVuByuejt7VWseQb9h2hpbaaj4zAOh4OamhqSySSDg4NcddVVJb/GdHmwmVCqRUqj0bBgwQIWLFiAJEkMDw/z7LPPKhPjtmzZwlVXXUUmkylKyhy56YNvRR5spvfY1NRUUj+YTMoGBwdZtWoVN954o6LUOZ1OZYx+MVJWinKys/cS/3vny8RSKb5+/c3Yh0bZL1yadfogwPcOHeKhw4f5sMlEhcFQVDmJJJJ8/pcvYdPr+Madt2E3GVnY0cHuna8yptXRcfIM1aJEU4WNkYZ6Mq4gA73naLx8mY333Ydj7VJaWloQRZGvf/3rLF29lvuXr+JyIMjjB9/gz57bzjOfeD+dRdb06fJgxbCkrobFddXsPX6S1twxq7GYeM+65Tx/9AwPXL+Fv7z9an526DQvHO0iFJsgz8u0MZZpYFfUxHUddTjsRnp7ezl16hS3qEA88wY/i7qVa7SqqiqcTue00werjAZEQcAdDhc87nQ6aW1tnVXVlJFKpRgYGJhy46IYZFJWUVHBgQMH3tablPMk7B0Mp9OJ1Zxk1eKgcg2aSHoYGDbk7H75pEyiodqHN2jEbguRSouoVLOTqlRaYGC0kvXLgyW/L7dPQyiip63JX/I2fZezF7hnz56lv7+/6J2zyXaGcDiMJEkEg6W/N4fDQTAYLGl6U/42ZfeDabQE7VWELWbCFjPU1zCWzmCMRDGGI1NIWUCtwpCRiKhVpdsXS82DTdoGylWbIphCIRZevIgAbHjjDSTAXV2N0+HA6XAgCQIhiwXIkjK31UZEUKFOJ0kK2tmJZRl5MBma3PTBsbKyXbJCZyamMxHRm8FWhyeTxpCIoo9HEEJ+bCE3lbjJADFy50ICIZMpSXUsOQ+WByEUwCuWoWrO94PNYx7Twu/3K2rT2rVrlW5In8/HqeP3MTRUw9BIPd3dvwaytvPq6mokScJms5VlkYPybVXl9oM988wzAAXDozQaDc3NzQpZ2bx5cwEpq62txeVylWxftFgsJefBZMj9YHOZ2LhixQpsNhvr1q1DkiS8Xq9ys7W3t7eAlGk0GtRqNSqVasq5iadTfP3AXn5w4k2WVtfwn7fcRkelncdff7yk6YO/PHuWb+3fz91LlmA6fRrHNGrTl3fsotft4YcfuEfpo3py32HUOg1LznfzF8//WHluQqOhv6UFp8OBy+Hg4GuvZa2lmQx2t5t0TQ3VVgvrmuq4YkErWxwt3Pf4M3z6mV9w/4bVeCJRfJEo0WSKW5cvwup3Fxy72XDXyqW8uuO3aDQaRW36xFXr+fHhkzx/9AyfvW4zH7k6u3YEo3GG/UGGfUFe/+2LxBNJblixkj+6bgMt9goymQzvffBRmjQS1zdX48zrxZPLoxsaGhgfH8dutxecG5UoUmk0FChh5eTBZMj9YP8TNzv+JzFPwt6hkCQJZ+8J2psL+8G0GokFLREWtGQ/8Mmkh4FhPc5BI719AtGYjmhMxzcfsVFf7cPRLNHWFKWlIYpeN5WUXR7RkUqpy+76gnL7wQyIQmqK2jSTnWHZsmzvxqc+9SlCoVCBfXF8fLzo6zjmmAd79dVXS96msbEx2w82acCGpBIJW0yELaYsKctMkDK9xwuA3e2j0u3LKmUVWaUsajSQKWZfDEezykkZeTAplwcrR21qHuynpb+f/MsRAageH6d6fHyClNntOB0OLnV0EFxqQYuEZbCHGCJJk5mI3khUb8xaBydd3Ojjc5g+mMuDxbSlb6NPyApdodokiSoienOOlNXizSNlpqAbCWhwD2aVMkENlmxPWUxnnEqa5poHy6TwVJSuas73g81jHtOj2AWYIAhYrXpWLOpi8WIrdY0/wufzKevGuXPnAHjxxRfZtWuXQm4cDge1tbVFSZnL5So7DyZPhSvVIpVIJGhsbJyiNiWTSXp7e+nt7QVArVYrKpk8yGDhwoV88YtfZHh4uEApK5a9nqt9MZPJlD0cy+PxYLPZlMcEQaCqqoqqqqqipOz06dNkMhkefvhhxVra0NxM0KjnO10n6XKP84nV6/jiFVejU6sVVXO26YO9Xi9feuUVNjY18Zdr1/LIkSNFf1N/efosz5/q4oErN3OlI5tzOjs8yrO797IFeN+eXcpzvQYTJxtbOVfXiCkQp23fITaEQ2AxMt7YwInVq0GS2L17N3v27KGxsZG2tjb+4cq1/N3uw/zrzn1oVSqqTAbSGYlfd3VziyZFvcGIsUTXg8NeSS1pKuuaFLWp1V7BRkczL5w4y2eu3aR8/iwGHRaDDofdxp6Aj02bNnHzzRN2zCPOQbp9Yf7ofe/izjVLkSQJj8ejfGcuXrzIwMAA3/3udzGbzQXfG7vdTrXZyFhoQgn7XfJgra2tZW3zdubBYJ6EvWPhdrsJR2bvB9NoJNpborS3RKmvMfPTX8MtV48Qialx9UscPlHJwWNZpawYKcsSKonWMjvFzMZYQR5sNpzpzmA1Dc+qNsmk7MSJEyxdupRjx47R19eHw+FQbCeAQspk++LY2Nic8mCtra1F82AzQf5hiZhmtpVJokjYbCJsNtGYSBINBBhracYYiYLfR9WYh+qxPPtihY2IyUDEZCSjElH5ArjLyYNJEvZiebAZoEklCdhsOPbunfF5AlDtdlPtdmMJhTi3bBkjFQ0IkoQhEUETDlEXzlpiYggkTZYCUmaIZX+gy1XoiuXBZnyfYT8+Zp/YqJAynQlLyIPfZCNisGRzWyE/toCbqpxSNpmUqTKpty4PNtM2OcvjfB5sHvOYCpfLVVRtCoYfzfWDZXO7FRUVrFmzhjVr1vDYY4+RTqfZtGmTsnbIxMxgMEwhZXJv09KlS0t+X3PtulKpVLOuQ/mFt7FYjMbGRp577jlqa2txOBxs2rSJK6+8kkwmU5SUORwOYrEYw8PDJb83h8PB5cuXy57YOFs/WD4p6+zs5OTJk6zeuBGvAC6Xk2Pd5xVr6WpR4N0tLWzSmfB7PNTU1CjTB2f6fYynUnzuV79Cp1Lxb7feSl/u703ept/n50svv8KG5ib+bOsWAMKJBH/xs5doVUloo3Eah4eRgL+58362r5z+3H7g6H5afD6M4TA3ffGLynXK66+/TiaT4VZBoK6+nvbcNU1TczOvXnLx+s9/wvmEiuu//Tgf37KOD6xfiXkGhe+ksw8bGZZO6se6cVkH//LSHi77AjRVZhXfi6NubAY9ofHRomrTT46cwmrQcfPyTuXc2O127HY76XSaixcv8tGPfhSPx6N8b/JVzCWCGl8spChlc8mDOZ3Oonmw6SBn6BYuXPi25cFgnoS9YyH/GLeV1Q+WzYOtX+HPjqffDMmUl8GcUuYamETK7H7CMS0VlnCpN/SVPFhb08x5sHxEoiLhmJ3GHjUaAAAgAElEQVSdO3eWvC+NjY1oNBrOnz/PuXPnOHYs2y1WWVlZYF/MJ2WyL97vL90m6cjlwQYHB0veZtHVW3GnkqTVpatN2mCQhMUyYV+sq2E8k8EQiWIKR/JIWTa35FersKXSBKxWxHSaTAl9A4bo3NUmRxkk1OlwoEqlCBusSIJI0FQJFRKadAJ9PFKUlAFEERDTadKiqiT7oiYULCkPJkPMpLGSxmspnYRm+8EkonoTEYOZiMEMFbVZ+2I8mu0CC/mpyCNl0Zx9UUIoy75YUh4sD8ZomLhGO58Hm8c8isA5bT/YL9ABJlNhP1gikeDy5ctceeWVCikD8Pl8yoXlZFJWV1dHLBajsrKyZPviXFWATCZTdj+Yx+Ohq6tLISuyUiaTSZmUSZLE0NAQlZWVjI+Po9PpSppSLOfBDh48WPL7qq2tVZSsmZDKZDg7PsYbQ4OcPn0aK/DV7tO41SqMGg1rli1ibUUVzWkJlT/AYH8/v/511lpqNBoxGLK/pQaDYdpz87XXXqNrbIxH7r6bBouFvdNMH3zowGEyksSDd74bde73/MGd++nz+LjJM0Tj6AhiJsNTG65m+8oNfPCNfdxy9gTLhweIqTUM2SoYslayt2MpP1l/Je9T+bly61Yl7weFQ1hcLheHDh3i4MGDCIJAdXU16kyGa5YsRoxJfPOVvTy89zD3b1jFRzevpdo81ZLf0+ukGujsWFDw+EgghEalosaSXTeeP3qGv/vFDgBWquIsFeGfXz1K7fFLNNjM1FjN7Oi6yAc2rUKvmXpNI/eDyTfC169fX6BiOp1OgufOYQr5lSEsqVQKm82G2+0uOoRlymchlwfbuHHjjM/Lx/j4OJFI5G13isyTsHcoXC4XFlOSyjLUJtfA1H4wjVrC0RzF0RydQsqc/RAIGQCBf320g3q7n7bmDG1NUVobi9sXPbk8mGMOebC5qE2TbRNerxev11uUlMl3Kz/84Q8TDocL7ItjY2PTvk65ebD6XB6sVGgS2X4w32T7oigSMZuImE1TSJnW60UAbIEA1kAArypnXzTJ9sWppGxuebAwplAI+zT2zmJwtbXR0t9Pd+tEwSOCQFKtI6nW5ZGyJPp4GEM8gjkaQBCgfaCHGAIJk4WoIauUJTRT7YtyHmy8TCuiAETL6frKFS5P7geTRFUBKfNmMhjiEQzxCMagBwmo8wxT4xnOKmVWG1G9kWgx+yLAHPJg+liUTevWlrwv85jHHwry82CTIWR6SUtQYbyh4PHpepvki/LVq7OTFPNJ2fnz5wHYtWuXMgBAXm/q6uqKXlzOJQ/29NNPIwhC2WrT2bNnCx7PV8r27NmDWq1Wym47OjowGAw0NzdPsS+6XK6ipEzOg81l7S52cXxyZJgdvZc4OjTI8ZEhoqkUADfEM5hVIg9ccz0bm1pYUl2jkKF85FtL5czSY489htFopK2tTTk/tbW17Lh0iSePH+eP1q3j+tzgE2eR6YN9Ph/PnzrD/etW02DN5p4TqRS/PHmWO5csINzlp+3wIXrstfzrDXdw7YUzfOk3zyv2fVMijj0SYsXQADeeP0WywgKLWhjJFK7R+UNYYKLM2el0curUKQD6z52lXRBYY69mSBL51b4DPHXwKNcvW8R7Vi/jivYWVKKIJEmE3WPYRdUUten04AhLGmrQqlWk0hm+v+cQSxpqeP+GlVzcv5tEUo2kUnG87zK/CYRIZTKIgsC9G1cyGfIx6+zsLPisT7aWXvjtHn5++E2+++5t9PT00NXVxdjYGN/73vcwmUwF35tipOz/1TwYzJOwdyQkScLZcxzHpDzYTIhERUY9NpYtmvliOp+U9bXoeeJ5O9dsHkPKiLgGJI6cquT141WARH21H8ckUvZW5sFmgsPhYHh4eNZ+sHxS1t7eTk9PD+fOnVPu2ixfvhyAcDhccLdzbGwMvV5PfX39HPNgpSsaphw5mpwhm4x8UlYrZUi7vVxuasYQi4LfT5Xbg92dJQAyKYuYjERypEzy+Ai8BXmwmRDT6xlqaMBjrZn5iULWRphUa0lo9FhiAcYtdUiCgD6nlFlzSlkcgYTJTMRgUkiZ0g9W5lCOYnmwmZAOegmW0A8miaJCynRBLyGDiYClMmsZDPqp8Lup8ufZF61Z+2JUb0AAKsrMg+niMVTzebB5zKMoplObJvrBLFO2ceb6wWabpJdPyp599lmGh4e57rrrFLIiEzO9Xl+UlMkKXalT4RKJRMnTB2XU1taW1A+WSqVwuVy4XC7cbjetra288MILWCwWHA4HGzdu5IorrlAmM+bbF+VeqLnkwbxeb0EeTMZO5yUeOnqIpdU1vH/ZSjY0NLKuvpHnn3iSqoYm7l87s4VTtpYuX76cU6dOsW7dOlpaWpRzI5NSnV5PbybDdVYrH120CEmSpp0++NCBw6hEkc9smVBhXrvoJBiPs7HSwhmyTpFnVm9CEgS+8uKPp10vBeCG4V72dTbz4IGTLF60iI3txfvoNBoN7e3ttLe3MzY2Rjqd5u6771b2JTgwwDWkkdJR/Kff5DunjvMtg4krVq1gc0c7Fak4ppqags9ZOpPh9OAId6/N1im8dPIcA94A3/nQnWzrbONrO7azddMmvnLzzQBkMhLucJhEKk1T5dTzNTY2RiQSmdUSX2sx481A5/Ll6PV6urq6uPfee4nFYsp1l6zW5ldJOBzZqaWK86sM673L5Xrb82AwT8LekXC73YRKyIPlw5VTm8rfRmLjytx4+s2QSnkZHNHjHDTkSFlVASlLpgzotQkM+tKUI8jlwYwjZalNra2tZfWDycHpPXv2cPz4cY4fPw5kf7Tz7Yty10s4HMbtdiMIAn6/H0EQShrZO5EHK29iYUwUSJTYSwPZfjC3Wk3YbM6Oiq+uwZ3JYIhGMUYj4PdTmUfKfCoVtnSaiMGMmEmTEWe3L8p5sLZZ8mD5cLW2giAQLUOhMsSzebCQ3kpGpSZorMwOt0gnMSTC6BMR1OEQdeHsFMw4AoJaTVYDlrIe2FLuRoQD+FCXVM6c/dMSVVKZ/WCpRC4PlmdfrKzFIytl+aQsZ18MCyoEICMICJk0UgnnxpjLg82TsHnMYyqmU5sm8mBT+8GcTieNjY0l94Pl58FWr16tKGV+v7/ghl4+KWtsbMTj8bBo0SIymUxJREzOg81l+mC528RiMY4dO4YkSQVKmXxBvGHDhgJSZjKZ8Hg8qEqww8PsebBPrF7Hp9ZuxJx3DuRpxuvWlT4FVlY1lyxZQmdnZ4G1tKe3lyd378YWCmEaH+fxRx7BYDAog1VMJpNiX+zz+fj5qS4+tG41dZYJ2/evTp+nymhAFwujjcepGx7mpfeu5cre81SHQzO+t4HWVuqHhmhc1s6f/+gFfvTp++iotU/7fPlz1tnZqZAymFDKXC4XPb29VA4MIEW9RA7t5eeH9lNJhuoKG7FYTMlR9Y57iSSSrGiqI53J8F+vHWFxfQ3XLVmAy+WaojaJoqDYFouhVLVJtkuOhyK4XC60Wi2LFy9GpVIpQ1jyVczJpAyyheuBQACdTldS6bbT6aSjo+NtzYPBPAl7R0L+4LeWmQdTq1M0ltUPlqHOHijoB1Ors4M72pqisAlSKR+DI3pcgwacAxLD4zZA4FuPdVBf7aetSaKtKUJrY7Roz1g0JhKOVbFrV5lq01vUD+bz+aYlZUuWLAHgPe95D7fccssU+2IxUjaXPJgmGCRuLnOSXjrNuL1QOZFEkYjJRMRkmiBlsSjGSAS1z4cImKMhOpzd+EU1GYs1a5HTG4vaF3+XPFhZalPARxAVmXy1SRBIqbUE1dpJpCyCPhHGFA0gCtAy3ktcEkgazMS0RqJaU9Hpi2ImjY0UXksZalMuDzbZijgTZPvi5NxdvlI2mZQZAl4koMY7ht07hl9QI1ltRAxZpawYKTPM58HmMY9pMXse7I8LHs/Pg5WKkZERZZhFPmw2G6tWrWLVquzgj3xS1t3dDcDrr7/O8ePHaW1tLVDKipEyOQ82l+mD5eafJ/eD5Stlr732GiqVSrEvtre3U19fjyAI/PVf/zUjIyMF9sViLpWampoZ82AV+qnrxls5Sa+iooJd4TDbJYl/v/derq6vnzJI4umnn1aGsJwMx7CT4dNbJhS4UDzBru5L3LNmBX0vPU+b18uJxjaGbZV84dUXZ3xfSbWageZmNm/bxvc3bOL9Dz3DZ5/8BT974ENYp5lyPJ3alK+UXXvttUp2vav7AsdPniQZDtF3oZuvf/3rNDQ00NbWxnBaRIPEyuZ6dnRdpGfMw4MfuE1RaMudPliq2lSduyk9HorgzPWD5RN3QRCorKyksrKyoErC6XQqHWUADz30kGItlb83NTU1U77n4+PjhMPh/yuGVs2TsHcgsnmwVFnTB10DIi11hXmwmZBOQ/9IFetm6QfLJ2XLOzV870c1bFnjyRZDD0gcPV3FoROVQLbw2dEs0doUoS1HylyXs5mzuRCqchelUvrB8knZZz7zGZLJJEePHp2ilEUikYK7naOjowiCkMuDlTF9MJHEmJEYKlM5E5i9H0wSRSJGExGjiSpBhPExBuua0MfjSAEflX4PVf6sUlaMlMn9YNXl5MEcDpoHBgrzYDO+SYkqUoRNs6hNeaQsqjViiQXwmO2kVdqsUhYJUh3LKWVFSNnvkgcraxulH2zmXpp8UlYd9BOWBGJ1TRhjYaSgn8o8+6JMyqI5UpYRxGw/2HwebB7zmIJAIIDX6y0a4p/Ig91Y8Ph0ebCZUKpFKp+Ubd++ndOnT3Prrbcq5EYmZjqdriC3VF9fjyiKPP3004iiWFYezOFwTMmDzQSLxUJ1dfWs7pJ0Ok1fXx99fX309/fT3t7Ob37zGzQaDQ6Hg/Xr17NlyxYkSSpKyuTjW87FsdPpRKfTUV9fX/I2LpeLhoaGKf1gL5w7x8OHD/P+FSu4I3eTtaKiglWrVtHd3U1nZyeLFi3C6XRyqacXbcDPzcAPv/c9xSLnTErEkyluWNDCzpoa1hw7xomm7P6sGJp5cMpAczNptZq4zsRXtu/CG4mSSKfxR2PTkjD5c9bU0sJYMIQnHCUcT7CiqQ5t3s1e+Rw4HA6kZIITJ07wwQ9+UPmcHTlyhHQ6zXs08MrPf8pJX5R1FXq2tjcpr/M/NX2w2pxdQ4fcbsbGxpQbFNMhn5RVVlZy6tQpbr/9dkRRVK675M93sbzf/y15MJgnYe84SJJE76Xj1NfESnZhyXmwa7eUfjF9eVRffj9YzvK4drmf6spkVilL+7gs2xf7J5OyAAg6BNJllyePjIwQiZT+3uS7fKUiPw924sQJTpw4AaBMAZL/ycM+IpEIo6OjaASBpEZTskWu1DxYPoyR3CS9En8sASRvNg8WNlkJm4CqGryZDPp4FEMs8v+z995Rbt113v/rqndN0/QZyR6PaxyXuLc4JIEAS8KShGdhGxDI8mxhN7s8h7C/52HPs+W3sBDKAktLdinhB0soSViHFJy4xE7sOHEc9zrS9CZp1Lvu74+rey1ppBndSRZM0Pscn5zIc0fSvbLu9/19v9+fN2IoRFMxKRO0tCTjNPv9pEwmTDVMylLyYPZ58mBFMGaS6ARRddcXQMzkJKM3ErE0gLNYKZtNygSdjjyQFzQ1X5tsjXmwYqjuB8vnaBCzBJwtJMxWEmYrNLYWXZsYFJEyEYgI2noerI46qkBegJVbEXO59Jx5MEEQ5s2DlR/T2NhYMdtUDT6fD4/HU2JfDIfDJRt6xaSsp6eH7u5uTpw4UbMlvtY8WDFkUqR2MzSfz/PKK6+QSqUUpayzs1O5P8qkDGB8fBy9Xk80Gq3Z8im/pt7e3pozdLIitHnzZuWxVDbLP+/fz/dOnGB9ZyefuummkmNktam/v1+5NvfveZq9p8/w+d3bCIyN4fP5lMmYdwsCZw5I7h17JMJbB4f54k3v4HubdvGpJ39S8XXlBIG9GzYjiiL/z9Mv4rBa+dgt2/i9TWtosMy+l/ujcf7usV8ieM9hRcPuL34XitJmrXYrf7htPXesWzFrOqKsBBfbF7PZLB/56rdx5tM05EWaEyFaBXjgc5+jra2NyclJli5dSiKRUCZLzgU10wfl1zdcmO65kM2OVYU82bp10uZjuX1RJmVmsxmdTofdbqexsfYN8f8u1EnYmwyBQIBYQsflQRsPPOihp8OPp1uLuytBW0uKSt9TgwvIg3kLAzZ6O9T3gzU3XFXodFqpY6y3MwEbr5IyXyFTNjDiAAQ+/vGP12Rn0Gq19PT0KNMPa4GcB1N7U6rUDxYKhaqSMnmqUtvEFA2T06RtVmJWC3GrhZTJWHFhvpA8mKaQB1PVD5bLEC3rBxM1mqKFv4uZIlKmCc2QNhoZdLv5zCc+Qfv4OB6vF4/XS6/Ph7kCKRuU82Cq1KZCP5hexTHpuKR2FfeDldgXr5IyU1oaiW+JhyT74pRX6hYz2ZRer7SuwrUp5MHi1toXWEoeTMX7N6USkkJXwb5YmZTFMYUCQL0frI46KkEmVN/73vdwuVyKgtHY/CwW4Wo/WDF8Ph9dXV2q82CyZb0WyE6MG264oeRxh8PB6tWrWb1acg8Uk7JLly6h0WhYt24dK1asYHBwULlHjo+Pk8/PtvjLC9yF5MEW0g+WSqWUx3K5HENDQwwNDXHw4MFZpGzx4sUIgsBnP/tZpbtMvj6WCs4O+ZzJC+9aUD5JbyQc5n8+/jinJye554Yb+F87dqAvswSVKye+4AyPnjrDH96wlp1FEzYHxyf4k29+l+0uJ4GA9D38szvvxJRIcGd8nFdvWM+JSydZffkimgJhTur0PLZ6A/+xZTd9LguWbIa/vf0W7li3suLId4DxUIR7/uMnjIXC3K7NoGlu4S9WraPRaqbRYkYE/vPIazzw1EG++Mzz7Oz3cPu6ldy0bDHZdIrp6WmF5MvIA68E4vzh1rW8MDDMjE3H195zM0NDg5w7dw5RFDl//jz/8i//Qnt7u6Isud3uiqRMjdrUYDbhslkZHRrCqter6gfz+XwVFbrifj8oJWUnT57kuuuu+7XnwaBOwt50kD/4t2yfxB804Buxc9En5UKMhgy9HdO4u6WhHTIpW2gerLUphMU8+0u+EkQRfMP6efvBiknZhtUaPvegZIEIhUIVd85kQubz+YjH40pw+o3Ig813TC39YMWk7J6//STpbJZYbw/WeBxdOEJ7RArppgWBVDkpA/SRKGmVebCGCnmwuWBKSv1g8Xn6wYoX/g6tHqbHmGjoQJ/L4PF6eWnjRl7cuhVEkfbxcdwFUuYeHMScSLxxebB5oEtEyJjnOWcFUhbVGYiZ7HgSIWasjaT1JkUpcxWUsjQCaZONpFEaIZ/WGTFmkugL/WC1oloebM5jkrGa+sGKr01nOkk6k8Zun72jX0cdv+3w+Xz09PTQ39+Pz+fjxIkTvPTSSwA0NdxJr2c5S5acxuPxYLVaSafTjIyMsHXr1pqfo1oebC7UumgtJmXPPvss+/fv5/HHH6e7uxuPx8PSpUsBSCaTFUmZpzB98PXmweaCXq+nu7t73n6wYlJ2/vx5/vRP/5SdO3cqme7jx49z9OhRQFLwihf+Vqv1defBTk5M8JFHHyWZzfKNO+7glr6+qsc4nU4l2/Rvh4+g02r4yJbSaYwvjExwBR0PvPvdPPfTR2hvb2f9+vWSffHZZ1mjz/DoH7yfJxMJOoeHmcxr2duxGJ/ZzurRIdpEHZt37eBtm6rb8Qb9M3zoP35COJHkgdtv4sDjP+Vd27fMIqK3XbeUixPT/PzVs/z8xDn2nd+Dw2Tktp4mBGZv0p0fnyaTyxFJpjg5MsH/veMWFi9exOLFi5RBK+9///sZHR3F5/Px8ssvc+TIEUBSleXrIhNmr9db8/RBQRDY5O4mfeY4Kxa5ax7kIveD1VJsLpMyWTm+VjYp6yTsTQav14vdmmXL2hllDRqJavGNWgrDMcpIWbufsSkTrY2RmsfZ53IwPNHEupVz58GKEQjpicTNuLvCNR8zWMiDnThxgsHBwXntDBMTE8qu2+TkZM3P4/F4iEaltnY1x8g7arVAo9HQrtcTaWoi3OAk3OCEzg50mQyWWFwiZZFSUpa2mLHk80wZarcvWuK15cHKjwF1/WBytilqcYIgsHfHOxDEPMZ0EnMqxqKBAV7esIEjRaQsYrfT5PcjdIuItXzW5DyYRZ3aZBYW1g8WM9tJGq1ErA3QWPhdqdn2xTQCYkFly2q0NV+bWvNgxRAiYWYEtf1g8XoerI46KiAcDhMIBJQpfjt27CCXyzE2Nsbpk/+TsdE2zpwJ8uqrPwagpaWFpqYm8vm8qt6uhWRO5GyTmuf5/ve/j0ajKRkeZbPZSizxMilLpVKK3XFgYACNRlNRKSuHzWarKQ9WjO7u7gVPbFy/fj0NDQ3s3LmTXC7H6Oiostn66quvKoS5tbUVURTR6XTK5MJa4PV66ejo4PDICB/bs4dGs5mH77qLJc2VJxAWTx8ESQV77NRZ/mjDOlrLBh9lC+czFAkzPT3N2rVrrw5huf12/vnRpzjw8gmub21i2mjBphHZDGxP+WkXwgxrG3A6HFUnY16cmObD3/4pmVyO//jQXcRG5iah/W0t/PXbdvKXt27nyJUhHjt+Bu+ZE3SLcO8jz3D7upXcvnYFXY1OTo1MAPD8RR/tDht3rFuh/B45Q9ff36+ch2w2q1wbr9c7i5T5/X66urpIJBIVVcxyrGtv4cqpLM7W2j//IyMjZLPZ/5bNjl8V6iTsTQS5H8zdFS9ZE9ptOa5bGuG6pdIisoSUDdmIJsxEE2Y+96CNnnbZvhin3VXZvjg6aSKT1UkTEGvEwvrBLGiEbInaNJ+dQfY3/8Vf/MUs+2K1jJjH41Glgsl5sH379tV8jNQPppmV7crq9VdJGaWkzBSSCKtrOoDTHyRlsxK3WIjNY19caB5MTT+YPjpbbRIFDcmChe+XO98JYh5TgZS5fT7G29uJ2Wx4xi9I6pbVQcJgJWm0VByJfzUPpq7rC9T1g5mr9IMp9sUKpMwSC4EA3VODklJmtpIwWiWlTF/52mjjETILzIPVCmO63g9WRx3VUGkBptVq6ehoxSIcJ7PGjqv9m4yNjSn3jsuXLwPw05/+lAMHDpRMXqs2fdTn8y0oD6amHyyTydDV1TVLbYpGo5w6dUopI5ZJmdvtZsmSJcr470984hMlStnY2Ngbal9caD9YsXIixwt6enoqkjL52nz+859XrKXFSlk5ZPeKY9Ei7n3sMVa4XDz47nfPIlPFkPNg8nn46qEj6LVaPrJ5tvryu2tW8dUDR3h4735amb3Q/8gtO9hzdoCfBxLcsXYTd6xbjjYekTJLzz8PwFNPPcW+fftmDWE5MzbJR779Mww6Ld/98HtZ0trMI4cP1KQ2aTUati1xs22Jm6989QppoYF2o4Mv732BL+99gQ2eLlJZaUN5LBThb9+5Wxnqkc1mGRoamjXIRqfT0dvbS29vL7t27SohZRcvXlQmZ372s5+lra2tRMWsRMq6tSJXgIBWXR4QUDWx0ev1XjN5MKiTsDcVAoFAoR9sbnJUTMrOXbHyyBM2dm6cJhrXMThi5dJhycZkNGToaffj7tbiKSJlMqHq7VRXuGw1l+bB5sOp8zns8/SDFZOyQ4cOcf/993Px4kXGx8fxeDysW7dOCeDKpEz208fj8QXlwXp7eyvmweaC/GU8n0JVTMo6RRFCYQIdHdIY+UiEtiKlzK/XoWlsJG61kCyQMs1MmIDKPFhTLkPMUfsXki6bwUKeqfnUpiJS9uL6HXQEhpm2t6IRRfLRGRpjQRpi0vh1mZQlDZLlL6/RKfY9NUM5KubB5kON/WBXM2VOeuNhwmY7CbMVcyqONhbBlShcmwqkTJfLYH2D8mBzwVzoB7tWrBZ11HEtwefzVVSbIrGHCv1gq9FoNHR1ddHV1cX27dt56KGHSKfTXH/99fh8Pk6ePKmoQi0tLbNImTwVbiF5MLVdV1qtdt77UDEp27x5M29/+9vZs2ePkrm69dZbAUkpq0TKPAvMg42NjZXkweaC3A+2ffv2OX+umJStW7eOBx54gI0bNyr38GKlzOVylVwbq9XK0NAQuVyOH4+MsKu/n3995zuxzpPzKybu3kCQx06f5QMb1uGyzSZ5FoOee7dv5JmnnqRDp5uVbWqxWXn+kx/FH43TbLv6vb569Wr8fj+JRIIdO3Yo6xR5CItOr2ckA8sMFv7y9rezuKVR1fRBGbFYDP/0NDfffDN/vWMHI8EwPz9xlsdfPYt3OgiAw2zkrg1XpxeXZ+iqoZiUmc1mhoeHufPOOwkEAvh8Pl555ZUSa2mxfdFqtZII+MkicCo0d49aMbyFiY21DAqBqxMb5ezhtYA6CXsTQf6yUKs26XRZtm0IoNNKfu9ITMvQqAXfiAXf8FVSZtBn6OnwEwyZaHREMRlV5MFG9Li7586DFUPqB2tW3Q9mMBg4deoUZ8+eVZSyjo4O5Yu4mJRNTk4Si0mDHyYmJmp+Hk+NebBiLN21k0A2q7IfLErabifsdBJ2OqGjoJTF41jicWyRCPYJyXaZFgQCOi0NuRwzzoaaLXKmZBI98+fBiiEXASeM6tWmiLVRIjv2FsJiHmMmiTkVLyFlAGG06ESRBJrarIsFaGvJgxVBWGA/mB4Rv8VO1OKQlLImiZyaU3HMqdgsUpbXF+yLWnX2xTzz58HKj0nrDPU8WB11VIC3MBWuXG1KxX9S6Af7UMnjcj/Y1q1b2b59O9u3byefzytKWTkpa25uprW1lWQyqXpkOqi3L+bzeYaG5h57XgxZbZKJCkhKWTFZKSdlnZ2dquz9er2erq4uxZpWC1wuF1arVfVoeoA1a9bQ1dVVYi2Vr81rr73GsWPHAIkwj8fjaIAdy5fz97/zO+hq2Kz0+XxKHuwff/4LDFrtrCxYMd634XrOPPMLQrrqpcHFBAyuZps2bdpUMudI7xoAACAASURBVIQlEonw1IsvsefwUdo0OdrSIR7/0Q95yiiN5I/H4zQ0NNRc7F2uBHc1Ovjo7s38yY2bODs2xWee2M+V6UDJeVHWlSqujdwPtmrVKuUcFKuYlfJ+kUgE0WTiVe+wUoY9F+RzVj7IZi74/X5isdg15RSpk7A3EXw+HzZLliYVapN3WEN321UCBmC35ljZH2Flv2RfjMa0DBbsi75hK4GQJN1/9luLJPtijzR9scOVrGhfDIb0RGJmPAvIgy1EbSq2TeRyOYaHhxkeHub5559Ho9FUtC/ec889TE5OltgXZYJW6XmGh4fJZrM1vS6NRkNHIQ9WK/SZDJZ8nnFLBftiFVLmjIQRgMbQDLZQiGmdDm1jAzGLlZSxin1xIXmwhJRtUqU2RSuoTYKGlMFCymApkDIRYyahkDI7GQQBPJMXCYtaRKuDhMFC0iApZeXQZdNYVOfBJLVJTeGyqUo/WFanJ6JzErE6S0iZKRWT7ItA5/QoacYkpcxkIWGykqpiXxQiIYIq82DmZJyN69bW/F7qqOO3BcV5sFnIDyCKQPJnJHOX0epXozWsZng4OKsfrFwpy+fzypAo2YoF8OSTT/LSSy+VEJxqmyNyHkwNcXv44YfRarWq1abz58+XPB6NRjl9+rRSRiyTIU9hWqHVasVqtXL//feXKGWjo6MV7Yvd3d3odLoF3bvVklCDwVCiNmm1Wrq7u+nu7i4hZecvXeLJY8ewFEiY8fhxvjE0VGJfrGQtlZWT/v5+LvsD/PzMeT64cT0tFayOMjLJJNZ8luNJLcMzYXoa57ekVlObzk2H+KdDp1jk6uaBD7wHfT6nOHnkcfgHDhzgyJEj9Pb2Kteto6OjIinz+XzoK0wfFASBlZ2tvH/LGu774R5e8g6zta9XOaajo0N1P1hfX18JkZrLWnrlyhWpwgfYkUzwr1/5Kv19i+e0lr4Z8mBQJ2FvGkh5sOOz8mBzIZHUMOl3sGvz3B1ctiJSNjxm4js/sbN5bYBMVmBw2MLew1Io1qDP0N0ewNOtwdOVoN2VRKuVrIjw+vNg88Hjmb8fLJ/Pl5Cy++67j+npaQYGBnC73axdu5ZNhZGzMimTv/RisRgmk4mOjo43JA82FyxyP1gt9sUCKXNptRgCASZbOzAnE9iiYexTU8AUGQT8Oh2axgbiFgtJowkEQcqDCeq6rvTRCBmTumyTkywztnnUJkFQSJnRaEXwewlYWhAQyEVnaIgFccYLSlmBlEmFyxIpu5oHU2NfLEwf1KuY2FhjP1gxKeuMRUgbzURszopKmULKjBZSBhMaMY9TzBJ0Vg6LV0I9D1ZHHdVRTW3K57Mk8wkEjR1t5hSZ5BPK350//RYEYRGuxqfIpMbR6q9DoynN38gbe52dnWzbto0f/vCHyjRFn8/H6dOneeWVVwBJKatEyqopdNWQyWTo7u7mxRdfrPn9u1wuZWrdXIjFYpw5c4YzZ86watUq7r77bp555hmlbuWWW6Qi63Q6XZGUeRaYB5uZmalpkp4Mn883bz+YVqtF39DAA4OD+LRa3isIXLdqFe3t7Xi93llKWbm1VM6Dud1uvnLoRYy6ylmw8tcFMIVWKSGeD96iiY0yTo2M86cPP0Z3k5OHPnAnjVbpHnXddddx3XXXkUgkGBwc5G1ve5uyTpE3AAwGQ0mmTCZl3kKnWrXpgzcuW4zVaOCJ186zta9X1fRBGdPT08RisXmVs2JS1tzcjNfrZeOu3XzrwAvs0OrmtZYuVKG7lvJgUCdhbxoEAgEiMZXDMgpqk1pyBLDthgAWs5TVisYnGRo1F+yLZp59oZSUxRJOTMYUDXa1ebBJVdMHe3t7VfWDycHpgwcPcuzYMUUpK7YvrlmzRiFlU1NTBINBBEFQ5Y+XvyTUTixMCir7wUIhAlodYWcDYWcDtHWgzWawJCSlzKqQMhRS1pLLELfaarbI6TJS19WUGuWoMH1QDTlSCpfNjeQ0OrC2EBVFjNkEpkycbESyL8qkLCJqMeq0ZETIVRjyURVyHkxNhk51P1ghQ2exEbU5idqc0AzabAZzMl7IlIUVUpZBICpo0QBZbe2TMeU8WJ2E1VHHbMhq06w8WPIX5BDJmd6No+kz5PNBcplT5NInGRkboc0VQkw9RKwgOGm0brSGdWh1/YAGqWFJBEREMY/PF6G/T8e66w6x7joNomhhctrG4FCeoeEEp0+/qpCyxkYDne0W/P4Zli+zk82cRqNpQtA0IgjVlYda82DFqOQUqeWYZDLJCy+8oKhexUpZJVLW3NyM3+8nk6n9fu92u9m2bVvNPy9PM5Y7oKphIBjkAz/5CcFEgk9v3corTz3F6tWrWbp06bzW0paWFiVrlNQb2HPmPB/ZsoHmeTZTvV4vokaDydGIWa+v6f2Ud11dmvRz73d+RoPZxINFBEyGPLGxr69PIWXyeSneOC4mZV1dXUxNTeF2u6vaF016HTev6OOZ0xf5P++6ibFfkdokK3S37tzO/z12hqmuRfzTn3ykZEDOiRMnFMLscrlIJpOKFbMWyArdokWLrpk8GNRJ2JsGC8mDDY5Y0GlzdLbV3g82OCz3g10lRzZLjhVLoqxYIi0iy0nZdFD6Yvncg4sL9kWNYl+stCEj58Gee25fza/rjeoHy+fzjIyMMDIywqFDh2aRsr5Cj8j73vc+pqamSuyL0WjlQOmyG3epzoMZFtgP5m8qVZtyOj0Ru5OI3VlKyhJx7OEwWsAei2IaOE9Ao0PT0EjCdFUpK8eC8mCpytMH50IuFCQqaCUCJkMQSOktpPQWsLQQKyNltmy6YF+8REQsGvRhsFTsGXs9eTBVwzLkwumyY3I6fREp6yghZdaoZF9sC4zTFJjAr9GhdUrXJmWofG3qebA66qiOatMHI/HHAHBa3wuARtOIxrgTNFsYm/g0W7fehKP9U+TSJ8llXiOXeY1s6kUyiUdnPceUv4lk8j10tPySVPQyEjmDBjM0LIXrl0I+LzAdaGJ4tIPhsQ7OX+wE9Bw67OXUqRN0d4zR3TlGd2eIxqYNWJu+Net55DzYQqYPzszMqDpmcHCwZKFbrJQBWCwWhZQtWrRIURnuv/9+hoaGSpSySpuqch5M7aJdfn3V8Nr4OPf87GcAPHz33QTOnZulNlWylhaTMnn64tM/+TG3azQsnvFz8uTJOa2lPp+PiN7EopbaXAzy9EHFgROO8pFv/xStRsODH7yTNsdsm2Q1tclms80iZTIhk22ox44d47XXXptlX5TVsXdcv4zHXz3L8xd9aCeHgf9+tUlW6PQ6HZvc3Rz1DVe1lnq9XgYGBpgqbCh/7nOfo6WlZV5rqd/vJxqNXnNDq+ok7E0COQ+mZvqgd1iYlQebC7kcDI03s2aefrBiUhaY0fO1hx2sXTmDVisyWKSU6XXZwvRFyb7Y0SqRssGxNyYPVssx8/WDlZOye++9F1EUOX1aKvO8/vrrldGtU1NTyhee1+slGo1K/WA6PdHm158HmwvmhJRtis+T7SomZU06A1b/JBPN7RjTSSzRCPaAFMDOIFQkZQvNg4VqmD6oQBRpErLEzfOoTUWkTGd0IAQuM2ORlLN8BaWsnJQpeTA1Cl2VPNhcMKfikuVwnn6wYlLWHIsSE0VSLW2Yk3FssQi24NVrM4uUQT0PVkcdVTDX9MFU+mVEdFiMpQH/oaEhxV6n0TSiMe1Cb9ql/L0oJgGh8EcDCJwbfAl4ihVrf0ZDQ0Oh3DgNYhpRTAMZQKShPU/fyhyQZ8+eQ5w67WXXjj4Ghya45G3k9HlpsmJjgxbPoseVBabch/Xwww+j0+lU5cE8Hs+sPNhcsNlsuFyued0l8Xics2fPcvbsWTweDx/4wAc4cOAARqMRj8fDzTffDEhKWSVS9kblwYpxeHCQjz72GA1mM9+5804WNTby7SefLFGbKqGYlG3bto3PfvazNLha2TMyzkanjYvnznHqxAmgsrU0FosxNTXFoNbMupbaSIicB5PJwXPnrjARjvKDP/k93M2V7Zm1qk02m41Vq1YpAzKOHz/O7bffzuDgID6fj7179wKSUiaTst6eHhrNRp547Tyrk1PznrNiLGT6YDweZ3JyUiGOG9xdPH3uEhORKG32q2SqmJT19PRw5coVbrnlFkUVnM9aei3mwaBOwt4UEEWRgcuv0NmaVJUHm/A7582DFWNM6QdTobaNSovVzWuDtDSlAYglJhkaKShlIyaee1FabMukLJ11IJBlbGys5ufxeDxMTk7OmQerdIwa0ib3g+3fv5/Dhw9z+PBhiWS1tyv/2FevXq34p6enp5mamsKg0Ugj5GuEPCxDrX1R6gerXW3KB4NEBC1he+Fm0dzBVDYrTfhLxkpIWbaw8Dfns2RVKFo158GKoPSD6WtX24wZ6ZxFzA1k9CawtRARRYyZJKZ0jFxkhqbYTAkpM+h15IGMtjbLCEh5sChaciqO0cYipNVObBSzzDiaiVgLgz5kpSwVx1KBlIUFbT0PVkcdVSAvwHp6ekoez+ezkJ9Aq11U8RhBEGYdI6OSXdDn89HQ0KBkm6SFqBEEI9X+9Q8N78HjWcSOXb9XeE35kiFRZ8+eVYhQY2Mjvb29dHd3K5bGWlBrHqwYMilQuxmaz+c5dOiQQhCLlTK3262Qskwmw+DgIDabjUgkokrBl5WTSpa6I0NDfOTRR+l1Ovn2nXfSZrOVTB+sFdPT0yQSCU6Go4zanPzZhz+A02hUhrCU5/2ampqUXrjpnMjilto2XsuzTemCWtjbVD0fJ08fVKs2ud3ukumLslImbx7LpOxWjYapc0EGNXlWrFhBLpermiMrxkKmD5armosLG9ZDgZkSElb+XkAq9jabzezYsaNExfR6vbOspfl8HpvNRpOKAWm/CtRJ2JsAwWCQaFzPBa+er3xXwN2dw90Vx9OVwGGrPMFv8HXkwXo71ZQ0F/rBGtPKY1ZzjuVLoiwv2BdjiSmJlI1aGBw2MRmQFvkf//jHa7IzyHmwV199tebXJefBni8UJNYC+Uu/3L44OjrK6OhoRVK2ZMkSADrHJrBPTJF1OIhbLcQtZrJV/OKWWJzUAvNgarJNzfksUXup2pTT6YjqHEStDomU5bKSRS4pWeQMiBjScdyj5wmgQ+toIGG0ktJXtsjJatNC8mAplcekRYGMrojsCgIpg1myQdoKmbJMElM6Ti4SxJZJIQjgnrxc6CmzK+XRFYduLDAPZiXPlCr7YgINEDeVktCcTk9U5yRaiZQV7IvXmtWijjquBciE6rvf/S7d3d0KKbA3vYaAiMk4O4/k8/no7OzEaKxtA03ekV+2bFnNr0t2Yqxbt055TL6HtLe3s2XLloqkTKvVsnHjRvr6+pTHvV4v4XDlCcQLdYqkUqnX3Q9WrJSBRMp6e3uVe6Sc0fv0pz9NT0+P8nhnZye6ChZ++ZytWbNm1t+9MjrKhx99lG6Hg4fvvpvmwkZmrV1Xxbh05QoA5xJpvvL+99JYyIcVD2EpnoxZbF/cTZKhA3v5+ahP+azJKmY5yqcPnh2dRK/VYjFUXh9Umz44F2SFTiZfMoqVMvnnfD4fR187RezcOfJ5yfVz4cKFEvtiZ2dnRVK2ELXJ6/Wi1+vp7OwEoNMpkfHRcHXHlc/no62traQfbC5rqbcwgbF4ZP61gppImCAIDcCDwHVIJucPAeeB/wQ8gBd4ryiKQUF6h18C3gHEgQ+IovhK4ff8MfC/C7/2H0VR/M4b9k5+iyF/8Lesn8YfMHLukplXz0gLxQZHFE93DndnHHdXAqddImW+BebBXGV5sLkgiuAb1tPbNXc/WDEpS6Y0PPAtBydPnlKmEpXvnJWTsjcqD1bLMdns3BMby0nZhz75SRqyWZIdHeRmZmgJhWgsePIjGg1Zh71AyiwSKSvkwVJvQB5sLphSSXSIJExzq005rY6oVSJldqMJ2/QY085W9NkM5lgYe1iavpgFAuhnkTJTKvbG5MHmgTZZw8TGIlImWBpombxA2OwgqzORiwRpjIVwxqRrE0VLroyUGd7APNicx9TYD1ZMyjpyWYR0quqNvo7/PtTvj9c+5IVub28vXq+X/fv3s3//frRakZbWd9HXt45Un1cZr57JZBgeHmbLli01P8fk5CSJRGJBXVdzLVrLSdmzzz7L/v372bt3L93d3axYsUKxWcrFuPI9MhQKKb9/ZmZGdR7M5/PVPPhAp9PR3d09bz9YPB7n3LlznDt3DpfLxZ/92Z+xceNGZYPzueeeU35fT0+PsvDv6upCp9NVzIMNBIN8/ehRHj17li6Hg+/ddZdCwKDy9MG5IIoiTxx5iRQCn3zH29jc213x58onY371q18lnMnyYijBe1yuWUpZsUXO4XDMmj54cWKax189yx9uW4dRX/n+V+v0wWLU2kNntVpZuXIl7r4l/Nc/fZ7V2hR33HEHo6Oj+Hw+nn32WUDqgqtEyrxe74LyYD09PQqp62xwoBUELkxMw+rZPy9n6ObrBysmZcuXL+crX/nKNblJWesq50vAk6Io3iUIggGwAH8L7BVF8dOCINwP3A98Ang70F/4sxn4GrBZEIQm4O+ADUg3qpcFQXhcFMXgG/qOfgvh9XqxmrPs3jKFIEA+D1N+o6QsjVg5d7mIlNklUnZlSEdb84z6PNiKufNgxZgJ64nELLi7ai9ClhW6Y8eOKV8c5Ttn5aRM8t2jurRS3h1Sc4zafrB2vZ5YUxOB5mZobiYkihhTKayxGLmZGZpDYRpnpBtlRKMhb7NiyeeZrHH3FWrPgxVD6QdTkW2yJKU8WMjWJJGdxnb8uSymlDRMwhQL4ygjZSZyxNAiVjXjlEEUaRSyJOfLgxVBm8uo7wfLSGpTzCKRRuzNin3RnI6TC88mZdpC4XJaRR6u1jxYMcR6P9hvGur3x2sYch7s1ltvVSbwyeO9T5z+RyZGGzj8/EUOP39RyZ04nU7y+XxVK2IlLFQFWEg/mE6n49ChQ4BkeWxtbVXuj8uWLVOUtWAwqKgmly5dqvk5rFYrLpdLlbtEJrBq1TaArVu3Kgv3eDyubLb6fD6lDkYmZalUCp1Oh8vl4vz0NF87coQ9Fy6g12j4/TVr+NNNm2b1eHm9XlXZpm+8+BKZYICG9nbec/2qmo6JxWJMT0/jszjJtXbyR7//+4iiyMTEhPJeyq2lLS0tZLNZXC4XAF94+nmsRgN/cmN12+QboTbNB7NeT6uQRWu1s3btWmUKZTweLyH5xaSsp6eHoaEhenp6yOfzNdkXy/Ng8nNv8nTz5NmL3PeW7WjL7oOjo6Nvin4wGfOSMEEQHMAu4AMAopQuTQuCcAewu/Bj3wH2Id1k7gC+K0or4xcFQWgQBKGj8LPPiKIYKPzeZ4DbgB+8cW/ntw9SP9gr9Bb1g2k00OZK0eZKsWlNEFGESb+RwRGJlJ29bCaVNhCOWvnKd0y4u7O4u+K4u+KKUlaO8Sn1eTDZvqh2YqNQ1g9WvHMGYDabS3aU5BvYxz72sRL74sjISNUR9x6PR5UKJt8oDxw4UPMxHR0dGDQapoqzXYJAymQiZTKVkDJLPE4+GMRVkOBbp6exBAJk7XbiliKlrAIWkgfLFfJgNU9sBHTRCJmybFNOqyNmcRCzOKCxnUARKTPHwpjJYwYsY+cIykqZwUJKb66oWhkySfSCyIxeDaEqqE2q+sEKalNxP1iJfbGUlGXDQVzpBAjQO+G9qpQVur2qZcSkPJhVVR6soZAHqxX1frBfH+r3x2sflVQAs9lMf38fWuteNNpFdDbuVRaXcsgf4Mc//nGJfbG7uxt9le/h8jxYra9tvq6rYmQyGbq6ukrUJnmhPzExwZEjR0pImdvtZvny5RiNRlatWkVnZ2eJfVFWysqxUKfIG9EPZrFYWL58OcuXS8NJEolEybWR7ZH//JnPMK7REDAY+NDy5Xzoxhtpc87evJPVJnmA1nwYj0T5jwOHeAcit22svR9L/pydi2f4pzt2IAgCgiDQ0dFBR0cHW7duJZ/Pl5Ay2b7485//nL379hELJXn/yhUImTRQ+X6+kOmD8uesFmIEkM/naNHkwFZ6Pi0WCytWrGDFihVAKSm7fPkymUyGK1eu8OlPf7pEKevq6qr43NUUuv9xw/X81Y/38NTZi7xjVam9tzxDVwu8Xu81mQeD2pSwxcAU8B+CIKwBXgb+EmgTRXEMQBTFMUEQWgs/3wUUSxLDhceqPV4CQRDuBe4FapaOf5sRDAaJxPT0zkF0BAHaWlK0taTYuCbIhSs2fvKLHm5Y7ScSNXDhionXzkr/2Jz2mETKOgukzHHVvgjQo6aHrEIebD6cOpfDYZmcU21KJBIKKdNoNHziE5/A5/MRCARwu93cdNNNCIJAJpOpSMreqDzYfJC/WOYcsFFMypqasIyMYI5EmGlxkQvN0BwO01C4UUY1moqkTBMKEVxAHixmV5FtqrEfrJiUWUw27P4hApYWtGIOYzyMIyIpj1mRiqTMXMiDJVWRsAp5sHkgxkLz94MVkzJrE01j54ibbJI9MRSkqZJ90WghYZJI2dU8mJpx/pJCp87yKJ2za9Fq8VuAX+n9Eer3SLWopjZFk0+jQcRs3IrJZGLZsmVKnuuhhx4iHo+zbNkyvF4vBw8e5MCBA4pSVk7K5JzOQvJg83VdFWN4eBidTjfnfaiclG3atIl3vOMdPPfcc7S1tc1SyoqVDdmuKOfB1A7HGh8fJ5msPeLg8XjYtm3bnDkds9nM8uXLWbZsGQcuXmT8Bz/gkk4HOh3L9Ho6IhHSx4/z4MmTs66NTqdTnQf75osv0ZqTpkwvWjR7YEs1XLx8mSwCfW43u/srHydX3sik7Nvf/jbRaJQbbriBn+w/TI8my8y51/jiuddobGws2Wx2Op0Lmj4Yi8VmqU3zYWRkBC2QtVQejCGjmJQdO3aMPXv28Pa3vx2/34/P5yuxllYiZdUUuluXL2F5m4u/27OXFe2tLGq+Sji9Xu+sPNhckM+Zx+O55vJgUBsJ0wHrgb8QRfGIIAhfQrJWVEOldynO8XjpA6L4TeCbABs2bKjNK/dbDGVXQOXEQp02x1u2TaHTiYhiwb44YmFw1DKblHVlGZuAJkcEq4o82ODI/HmwYiRTGmLJFlX9YB0dHRiNRl599VWlt8RsNpfYF4tJ2fDwsHKTULtjJ++o1Yplu3YRVNMPBuhiMVI2O8GmZmhqJiwrZYk45ngcSxkpy9lsOHI5gs7ad8VMKTnbpK7rCyCppqQ5FSMvQsjWLI2nd7QTyGcxpeOY0/ESUpYrkDKjmCMuaNTlwRI15MGKIPeDhWy1q01SHgwCFgdRixPszURFEUMmKfWgVSBlmoKlNK1XYV8s5MFUjcBPxknr9PU82K8Hv9L7I9TvkWrhrTJJLxyXOqQclrtLHs9kMoyNjbF582ZuvfVWAJLJZIlFrpiUdXV14XK5SCQSdHVV5M0VUWtOp/y9LFRt2r9/PyDZF10ul3J/7O/vV4jgzMyMssgfHR1VnQc7evRoza9L7gebb/MoL4o8e+UKXz96lMDgIDcCmzZs4AO7d2M3GhVrqXxtrub9tPT09ChxhVquzUQkyn++epI7bRYcOb0qVfO1c+eZQsMn3npjTYt9OV++YcMGYk4XT0Q1/P0dv8uOHpfyXs6dO6dYQhsaGmhvbycWi9Ha2jrPb7+KhX7ORCCuwl0iK3QbN25U3n+xtbRS3m9ychKXy6VcIxk6jYav/o93cdeDP+CjP3yMR+75PRwmE7lcjqGhoYpVE9UQCASIRqPXrFOklpXOMDAsiqKsf/8Y6SYzIQhCR2GXrwOYLPr5YiN1NzBaeHx32eP7Fv7S6wDpg281Z2lqqF1tGhzW0NnmR6eTPviCAK0tKVoLSpkowlRAti9auDhgIpGSFpRf/nY3nu4svQX7YoOjsmI1E9YTjlrYuoA82ELUpmIfeiKR4Pz580onislkKtlRko/58Ic/zPDwcIlSVk2Bez15sFqhT6ex5vNMmCvbF4ONTVCBlAlAUyiIMRwiY7eTMFuJm6vbF82JheXB0gikVahNRMKS2lTUD5bX6IibHMRNjlmkzBAPY9NIN/2eqXMERT1aWwNJg4WUzgQVesZeTx5MVeF0usI5EwTSBjNpg3kWKcuGZmgtENeuySGiaMjZHFfti7oqk68iIWbU5sFScTZUmBRWx68E9fvjNYy5+sHS6ZfJo8Nq2lzyeCXlxGQysXTpUpYuXQpcJWWyiiSPwv7FL37ByZMnlftNT09PVfuid56uq0r47ne/i16vr7kfDCSF/OLFi8r/i6LI5OQkk5OTHD16tISUud1uli5disViweFw8Fd/9Vcl9sVqgz1k1Wkh9+5qi+NsPs+e8+f5+tGjXPD76XY4+N2ODuLDw/zpLbco9jaz2VyiYpaTMlnN++IXv0h3d7eyBpBfczG+deQYuVwOazKJp7+/ZuVkZNpPPh6jsa2L6zrbajumsN7o6e3lfz31PItdTbx7/Sp0Wo0yhKU8UybbF/fu3cvLL7+sXDOPx1OVMPp8PlV5MPmYpNZAIFHbulJWmxYtWlRyzsqtpcWkbGBggFgsRiwW4zOf+cysISzdDU6+fPfv8MHv/YT7fvIE33jfuxktnLM3Sx4MaiBhoiiOC4IwJAjCMlEUzwM3A2cKf/4Y+HThv48VDnkc+HNBEH6IFDwOFW5ETwH/ryAI8pb9W4FPvrFv57cLoigycOXlkjzYfJD6wRrYsbF6QbEgQGtzitbmFBuuDzI8ZuJ7P13E9cuDpDJaLg6YeO2cpJQ5bJJS5u6K4+5O4LRnEATJigivPw82HzweqR8sFotV/ZlkMllCyu677z5CoRAjIyO43W52796NIAjK1J1yUmY0Guno6Hj9ebB5UFM/WBkpc01O4JwJEmhqlcaVh8M0hCWlLCYU7ItmC3GzVSFl+YD6PJg2uoCuqxrUpmJSZjA7cQS8hEyNCIAhHsYR+IOVFQAAIABJREFUn4J4QSmTSZneUpi+qMFU6AdTU7hcMQ82D7Lhmfn7wcpIWWL4HILRRNxsJxuaoTkawhmVlbICKZPtizo9Qj6vPg+WSaHN1/Ngvy7U74/XNqqpAPl8lnx+HM0c/WBzWT3LSdkPfvADhoeHWbt2LV6vl+eff56DBw8qE9rkhX8xKfMWepvU5MEWqjbNZ18sJmUrV67kve99L4cOHaKhoWGWUlZsXwwGpbkxHo8HURRVK3ShUGgWeRBFkZ+fP8/nDx1iKBSiv7mZB267jd9Zvpxvfv3rtMyTbSomZdlsln/+53+mv7+fpqYmvF4vBw4cUJSyYvtiRG/g+6+c4D39i0ieOqHK3v2D56S1wR3ba5+mKV+TE8EYA9NBvvz7t6PTln4WBEEomYz5yCOP4PV62blzJz6fj/PnzytKmdVup7+vbxYp85ZNH5wP8jrI0tzGy74R4ulM1XH5Mvx+P9FodN5zVkzKzp49y49+9CPe8pa3KKPxi4ewyIT545uv5zOHj/PZZw6y3SytP9ROhrxW82BQ+3TEvwC+X5j8dAX4IFJF/I8EQbgHGARkTf8JpPG7l5BG8H4QQBTFgCAI/wC8VPi5v5dDyHUsDMFgkEh07jxYOYbHLKjtBxsakxSD3VunsFpyiCJMB67aFy/5TJw8L5OyOO6uDIGQHpMhRbMKhe70+Rz2efJgxZD7wU4UGuxrQUNDg5IHe+kl6aNoMplK7IvFpGx4eJhwOIxGo1E1fVH+klBbuKy2H0wIhwlqdQQbmwnSLI24TxeUsmQccziMs5iU2exY8xniltqta0q2SY1FLpVAI0BCReGyrDaFzc3kNHqwtjOTz2LKJjBlYldJGRIpmxH12AwaMiKkVZQn15QHKzlApJkMCRX9YNpsBisiU2YHIXtTkVKWwpyKkQvN0FRGygSTGQ2QUmVflDYf6iTs14r6/fEahaw2zc6DPaPkwSodI9vca4EoigwPD9Pf36/YF1OpVIkaU07KOjs7mZ6entXbNBdqyYOVQ/5eUHtMKpVi7969ih2x2L64ZMkSpaMrFArh9Xrp6upicnJSVR7M7XZXzIMls1k+c+AALVYr/3v3bt6yeDEaQVCmGV9//fU1P8fw8DD5fJ5169YpSlk1a2keeJvOwLJ4BC+SulcLYuk0p89fwC1o2LhyRc2vzefz0drWxtcPvsL63k7esnzxnD8v99D19fWxZcsWRSm75BvigR/9F/lgkGyRfdHpdNLd3c3k5CR9fX01vy55+uCa5Uv54cjLvHB5kJtXzH38QtQmn8+HTqdj27ZtCkEsVjG9Xq9Cyn5P0DD44kFEi4nGxkYMNa6RrvU8GNRIwkRRfBVpdG45bq7wsyLwZ1V+z78D/67mBdZRHfIHv7dTndqk1ebobKt9wMbgcJ6WxhBWi5QHEwRwNadwFZQyiZQZGBy1MjgikbJEUrqBffU7Pbi7MwX7YoIGR6aimJJMaYgmmtm3T53aZDQaFzQSt/imlEwmuXDhAhcuXABmkzL5Rvm+972vxL44lz1x2Y03qs+DRaOkrSr7wfI5Ao1F/WCCQNpoIm00MUPTLFJmiYTRAY54GK0vSs5qJ26ykDBZyVaxyMkLfXV5sDh5UWU/WDhITNBKBKyAvEZH3GAnbrCXkDJjJo4+HsKQkT5P7okLzIh6BIeTpMFKUl/ZvrjwPJhIQBUJrWZfNJE2mMpIWRxzKoYpIZWXd/jHiPknyNrsJIxWEibLHNemngf7daN+f7x24fP5KqpNc+XBRkZG2Ly51KI4F6ampojH4yULUKPRSH9/P/39/cBVUiarSLKatW/fPi5dulRiX6y2wJQ7uxaSB1PbDzY4OFiSB5uammJqakrZuCy2L/b19WGzSQMc7rvvvhL7oqyUlaOlpQWbzVZx0W7W6/n/3vteuhwOdEXXbSHZJvmYYuWkkrX0Xx77L85dvMhmpx1voaT5m9/8ZomKWW0y5iOvnKIhl6a1q3KBcSXIapOxvZupSIAv/N475yUJfr9/Vj/YRCjK3zzyHCPBLNm8lf6V6/jopuUKwZRtqC+88AJnzpyZZV+s9Jzy2ugtG9djP3SK585enpeELURtkrOaxeesmrV0wOvlwCuvko7HCMZjSrF3+RCWcgQCASKRyDU9tKr2FWId1xx8Ph8Wc1bV9EHfiIau1qt5sPmQy8HweDPXLa/eDyaRsjSu5jQ3rA4SmNHzje8vYfmSMIhw2We8qpRZ4/R2Z3B3JQqZMmkRPTRqBhY2fVDtMfP1g5WTsnvvvRetVsvly5dxu93s2rWL3bt3K0pZOSnTaDR0vBF5sHmg9IPNNUmvjJQ1BqdxBaaYbmjBlE5hjIZxRK8qZTmLTMosZAuKjHlBebDQrDzYnJD7wUxzq03FpExrasIxc4mwyYkoaNHFQzgi0wjCtKKUSaRMmr4oCpqreTCV9kVQOSwjFZu/H6yIlIXsTTQNXUALpBtaMKdimKNhnPK1QUPWaidhKiJl9TxYHXVUxVzTB9PpY3Pmwd7owuVyUvb4449z8uRJNm3ahM/n49ChQzz//PNK+W+xfVEmZd/5zncwGAyqpw8W58Hmg9VqpbW1dV53STEpc7vdfPCDH+To0aNYLBb6+voUpSwcDpeQskAgoLyu4v+Ww10h3+QtTNJTk6Hz1tAPdmxsgu8NDPFHm7dw3y27+dznPofL5aKrqwtv2WTMrq6uEsIsajR879BRdpFn9bKlNb8uOepwdDTIrqWLWO+ef2hI+edsJBDig1//MaF4kq9/+D18//njPHbsDB+7bTub29rYvHkzTzzxBMePH+fmm29mcHCQixcvKtfW6XRWJGXewvRBh83Gzn4P+85fIZfPz+rrkrEQtSmRSDAxMcFNN900588VkzJP3xL+8/sPcwoDGzs7SaVSs6ylxYS5WDW+lp0idRL2GwpRFBm4/DI9HQlV0wcnpufOg5VjfMpEOqNXpbZJlkfYsWEKV3MaUQR/0IBvRFLKrgwaOVUgZXZrHHd3hlhcB6ibPujxeJiampozD1bpGDXKWXE/mCyNG43GEqWsmJSNjIwwPT0t5cFqHKEKEqECiFvUHLOAfrCZGSKClmCDVA6JrMYkJaXMGAvjiEkL/3hh4W+MhcmoIC0LUpuyC+gHy0qfyYi5ibTeBPY2ZvI5TJk4pnS8iJRdtS9ajDryIGXKaoQ5HZcyXCosj9p4hLRJTT9YngZyzDiaCTmaCMkqpnxtUjHMsTDO2FVSJpot9TxYHXVUgbwAKydU+XwWMT+ORuupeMx8ebBKxzidTlWT9IaHh/F4PCX2RTmPXImU9fb20tPToyhRtaCWPFg55HOldmNTFEWeffZZhSC2tLQo98fFixcrFkKZlDU3NxOJRHBW6PWqhkrKyVyQN0k3bKje9TWTSHL/nqfoa27if+3eid/vJx6Pc/311yvDXOaylhobGvEUNspqtS/K7wXAl8rzj2+pLUcmTx+U1aZPP7aPUDzJv3/0LlZ1t5HJ5fjlqUv88tQl3rlOGoQxODhIb29viX1xamqqRCmTSZnD4cDtduPz+Vi9ejWiKHLT8sU8cfI8J4fHWdtbebDHQqYPLkTVnByVZgV4Vq7iobOXuXvddXzi93+fsZERheSXk7JEIoHVaqW5ufa1yK8adRL2G4qZmRkiMT0XBnR8+8cuPF3Q2xWnuz2OwVBZ5RoaVZ8HGxyVMj1qSJhvxILZlKKlSVLoBAFamtK0NElKmUzKBkel8ugrg0biCWlR/LGPfazizlk55DyYXKpZC+QizcOHD9d8TKV+sFQqxcWLF5UdxnJSJn95t4+NYZyaAqeTuMVCwmyumkO6mgerXW0SQuEF9YPFiwsYi9UYR9MsUmaKhTEgYkzH6Bi5QM5S6MIyWshq9RVJhikt5cGSC8iDqesHi5EWSxW6vEZL3GgnbrQrpMyYkaYv6uIhTGlp06J34iIz6BBsDSSMFlIGc2XVThTRJ2MkVefB8kyp6PoypeOFiY2V7YslpCxVuDYJSZ2+lq0WddTx64JMqH74wx+W7PgbLC8hIGI2bJt1jM/no6OjY07lpBhyTkdWuGqB7MRYU6RgG41GlixZwpIlSwBIp9MlQ6JeeOEFtFotmzZtUhQar9fL0NAQ6XRlJ4y8wFVr119IP9jY2FiJQjc9Pc309DTHjh0DrpIyt9vNokWLsNvtgDSxsPjaNDU1VVRT5HOmJkM3Ms8kPVEU+bun9uKPJ/jGXXdg0us4VUE5qWYtHRgY4KmjL9ODFEl4+OGHZ9kXq1lLrwx4CaNj89JFrO5ur/gz5a/VWzR98JWBEZ47c4WP3badVd3SNMYtS3rpaXbyoxde453rlhOPx2epTXKRd2trK5s2bUIURaanp5XP08WLF8nn85w4cYKBgQE6u3tYos3wy+MnWdPTMad9UQ2h8nq96HQ61RMbW1tb+dRd76Jr3wt87eARxsIRvnTXO2dNLZVJ5tTUFCtXrrxm82BQJ2G/sZA/+NctDzIdgCPHm3jhlRY0Qp621kBFUrbwPFhYyYPNB7kfzN2VqioCFJOy9dfNkEhq+OJD/Vy4cIl0Ol1x56yclMl5sF+FfXG+frByUnbP/Z+kUa8j3eJCEw7T6PfT4veTBwI6XUVSpo9ESFtrV06kPFiWYKOKSXqFfrB57YtFpMwemaHdP0bQ1ow+m8YQD2OPX1XKKpEycyEPllSVB5uR7JCa2tUmTTJCxjj3OctrtCSMdhJGO4LVhX3qPDGjnaxOjy4WxhGdpikKOahIygzZFAZEggvKg6kgoYV+sDlzd2X2xfbJQQyZlKrd5Drq+G2B1+vF5XLR1taG1+vl9OnTAJjMOdrab2HJks3o+qdoaWkp6ZHctGlTzc8h58HeaPuiwWCgr69PGaiwd+9eDh48yIsvvkhPTw/btm1j586d5PN5RkdHlfvj4OCgQso8hemD1XJZleCpkAebC3Lf03wKXTEpa2lp4c///M8VtWVgYICTJ08CKDkx+Y9MyhbadQXVC80fP3OOJ85d4K93bWdVe5tyjN1up7Gxeu+mTMpOJzL8V/409zjMOC1m+vr68FaYjFme95PyYIOM5XR84qbaVLDi6YOZbI5/+OmztDqs/MHOdcrPaDQCd2+5ns/vOcil8WkyQSlyMdc5k+sJXC4XGzduZP/+/ezbt49bb72VkZERfD4vN2gSxF59kS9eKc2UNTY2KvbFheTBenp6Kua4KkHuB1u3bh2CIPBXN22ju8HBp/7rl7zr69/j3//gThY1N5bk/QKBAF/+8peveadInYT9hsLr9WIxZ7l19yiCAOnMJKNjFoZGrQyNCKWkzBXE0y1yYcBAe0ug5jxYPl/Igy2rngcrRyiiJxy1smX9eM3HjIxbAA2HDx9WvjiL7QyLFi2aRcpkS4JaQjVfHqzSMXP1h5VDo9HQZtATb2xiytUKrlb8uRzmZAJzPI4mHKahiJQFtTo0dpuUB1NhKzQnpWxTXEXhsiVZIAcqFBpzSsqDBRwuieyIIvpsWrLHFbq9ZFKWQEPWYkcTixBGi1ixf7YCRJFGITNvHqwY2lwGq5DHb6j9/ZsycTQCRKwNJIw2cLQRzOcwpQv2xQqkzFzYyUwa1NkX582DlSO6gH6wdKKeB6ujjgqIRqP4/X5uueUWtm/fjiiKBINBvF4vp87+G+OjHfgGzrD3mTNKYbDNZvtvyYNVOkZtP9jDDz+MwWDg6aefBkCv19PT06PcI7du3cqOHTtKSFlfX9+C8mBq3CVdXV0Lnti4e/dumpqaEEWRQCBQstl66tQp4Copi0Qi6HS6BeXBzBViAeORKH//9HOs7+rg3i2SXVFWNcu7riohl8/z9YNHWdnSSGLKx9YNN7Bz505gbmtpV1cXdocTMZ+npa2NNT21vZ/iz9k3nz3KxfFpvvLBO2aNjn/3hpV8+cnDPHLkJGsNSXQ6naoC8cHBQdra2ti2bZtyTv79lwd59OAL3NXaxuXLl5XPh91ux1PIHKqx79aaByvG6OgomUym5N/ZXeuuo91h557v/5QvPPs8/3r3u0qO+U3Ig0GdhP1GQuoHO0Z359U8mEGfx9MbxdMrTViTSdnwqIWhEQ1HjjeRFzXMhG18+xEN7m6R3s443R0JjIbKu15KHkxl1xeon9goCLkStancztDc3FxCymQ7w0c/+tGSL2+/31/1eTyFPFh5O3s1yP1gBw8erPm9tLe3Y9BomC4asJHXaolZbcSsNnC1Mp3PYU4ksMTjCOEwDYXJVa7pKXTBoKSUmee2L5rjBeVETR4sGCQqaKsWBVeCLhohbSqa2CgIZPRGMnoj4YJFrpyUGQXp/BonLpA120garCT01e2LrycPps6+WFDoio7Ja7TETXbiJjs42ggUSJk5HUcbCys2ye7xK5JSZm8gabSQNFaxLwKaWFh9HkxlP5ih3g9WRx1VUa6cCIJAU1OTVFHS+gRo3DSa9igLZa/XSzgcBqShGcU7/i6Xq+qi3Ofzqc6D+Xw+xeZeC7LZ7Kx+sEwmw5UrV7hSmORXiZRptVpWrVpFY2NjiX2xWtHz68mDqbU8hkIhRW0SBIHm5maam5u54YYbSkiZz+djYGCAaFRa13zpS18quTbNzc0Vr43sXrnhhhtm/Z0oinzqyV+SzuX4l9+5TRk4IatNtXynPnX2IgP+IP9ny2ouT/lm2ReLraXlpOzMaYlgtviHeeihh5RrNt9kTJvNxmQyx7f2HuWd65aze+XskfZNNgs7l3t47vQVGpsyqjJ0uVyOwcHBkmJzQRC4bcMaHtj/MqJnGX/z/vfh9/uVz9Ply5cVJ9AXvvCFkmtTzVr6elTN8g2SHX1uDv/Nn1QcGuL1eq/5PBjUSdhvJGZmZohEDWxaX33ARjkpO38pzn893cuK/hChsMjR4028+EoLgpCnrUVSynq7SknZggjVqJwHq/xFXwmnzuewmyfmVJv8fj9+v5+XX34ZjUbD/fffz+joKJFIBI/n6hj5SCRSkZQtJA/W09MzKw82H+Qvlrn6wUSNlrjVRrxAyrRjo1giYcINTQiRMA0BP81cVcoqkTIhFCbwevNg80DuB5uexyJXTMrMiQidgWFC5ka0+SyGRAR7UlrcJEUNGbONpN5CwmC9al+U82C615cHmw9iLERonn4wUaMlYbKTMNnB3opl/BxZo5W03og2GsYZmUaISEpZCB3YnSSNVpIG6dposxlsC8yDqakAMBdUzXoerI46ZqOa2hRNPi3lwYxbaWpqoqmpifXr1yOKIg8++KAyAtzr9XLmzBlAKpiVF5bFpEzO6fT399ecOVlo19V8alM5KduyZQu33XYbL730Eu3t7SVK2djYWIl9USZlHo+HdDrN6Ohoza/N4/EwPj6uemJjpX4wGeWkLBqN8sADD7Bs2TIMBkOJUma1WkvsizIpmysP9viZczx3eYC/fcuNuBuvkudqC/1y5EWRrx08wuKWJpqyaQb1+jmzTcWkbGAqwANf/TeaDTp2bd6I1+vl8OHDJUNY5M9ab28vBoNB+Zz1ut186pFncFpMfPKO3VWfb8cyD8+fvshEJqpKbap2zroanSxrd/HEa+f5423raWlpoaWlhQ0bNnDs2DH27NnDjTfeyPT0dIm11G63l/y7kUmZdwF5MK/XS2trK5YK66pm6+zHfhP6wWTUSdhvIOQvi57O2qcCjk1IebC33jSCTieSyUwwOl6wLw5rOHqiiRePl5Iy75CGRmfteTAA37Ce3jnyYOVIpjTEEi2q+sHa29sxGAy89NJLis9fVsrk4G8xKfP5fArBe6PzYOVYtutGZhbQD5a02pl2tYGr7apSlogjhEOzSZnDLuXBGmr3YBvTNeTByiAv9FWNZk8nyIsQtLVKSpFDRJ9LKxMLK5EyMR4jLgjkNLWfs1ryYMUQ8vkFTGxMYQCCFidRixOcsn0xgSkVQxMN44z4ESLStZlBh6EQ6E+psS8W8mBqR+BndPp6HqyOOirAW5ikV642ReKPAuCwvrfk8Vwux8TEBJs2beKtb30roigyMzNTopSdPXsWuErKmpubicfjqqxYC1UBRFFU1Q/W3d1NKBTiF7/4BSApZcUjvLds2cL27dtLSNnSpUuVcuNaoNPp6O7uVtwqtUDuB1OzeSS/7+3bt0tj4YuspfIfeR0gkzI5F1d+bcbCEf7xmX2s7ezgjzaUVheUTx+shr3nL3Nh0s+/vPs2fIf20dPTU5PaJIoi//D4L+kWcqxdvYabb/7/2XvzKLnq+8z7c2vfe6ned23d2pAQAiQBQhKYxRgDwdiOTYKzOZ68k4knOUlmsr3vZBK/M5kZb7GNM7ETeFmCwYCxwYBtBGhDC2hBCO0tVXV39d7Vtd7a675/3Lq3q6qrqusWOINO6jmHw1GrrqrqVvW9v+f3LF95jGB+CYvX6+XgwYMcOHAAQRDo7u6mra2NSCTCaX+MM75ZvvmFT9JoL++A2b56gO/r5TXbh6E2AXz62vX87Utv8O7oREFL4sjICA6Hgx07dqgbE4pSpvzeFFtLFcujFoVudHS05KiJcpifn1c36D/qqJOwKxBerxerNU1zU/Vq06hPR0frwnwwo1GivzdKf28UtiCTsikbYz45U3bkXTfZrA6QeOSZ9px9MUpvV3n7YiAk58G2bKo+DybX2demNuVbIPKVMoDm5uaCHTJlmO1DDz1UcPGenS2vJg7k8mCpVKqq16XT6ejM5cGqhSGVwi5lmcrb4SlQylramM1mscZEbDERQkGa5ufRAU0BP0IoBK6cUmaxlW9fjNWQB4tHP/h8MEEgZTCTMpgJW5sWkTJjLIxFJ38nO+bOkzbLSlncaCetK21f/CB5ME0Dp0vMB5Ptiw5EiwMaZPuiNRnDkhARIkHscVl57poeIYABXA3E8pSykqglD5YQ2axhN72OOv6toNJ8sETybbLosZoKyzeU+WD59sWmpiaamprYtEkuP1BImfKfQsp+8YtfFAxcbmtrK7v7Xk6hq4RHH30Us9msWW0aHh5W/5xKpbh8+TKXL18GSpMyvV5PQ0MDX/ziF0sqZcXo7u7GaDTWdO/Wsjj2er0Y89QmxVqar2IqpEyxL4bDco794YcfVjdnO7q7+YOfvU4qm+XvPnF7gYWtuH2wHNLZLF9//QAD7iZ2Le/l6z+aZt26dVW9j5dPnuOix0u/AdbktWkWl7AopEwhMcePHwcgO36Jz7a7kCY9XLTITh2zefG9ubPJxSqnkWw6rrl9sL29vaTadO+mtXzztbd48tC7KgkrpTYJglCglBXn/S5fvkw0GiUUCvG1r32tKmtpqTzYUlC+k3USVseHDkmSuDT8Nr1d2uaDzcw1smVzecJhNEr090Tp75HVtTFfmKd/vJxVy0OIYoa333Vz+LgbQZBoa5lnoFuxL4pYzIX2RW0V+IvzYEthYECeD6b4xEvB7/fj9/s5duwYAH/4h39INBpldnaWgYEB1q9fD8g37FKkzGw209XV9YHzYEtBJUcVjpF0ugJSxswUTQE/gYZmpHCIpsAczYGcGqMz5JEyK5JO3m2S82C6GvJg2tWmkL2C2lREykzWGN0BDxFjAwISxkQYR3JBKVsgZTbSOhMIwoeWB1sK1kSU6BLzwaQCUtaG0XcWg9FMzGxHiARpCM3RzIJShrOBmMVG3CQTZiUPFqznweqo40NBObUpm82SzU6g0/cvUsg8nqXngzU2NnL11Ver5O7JJ59kbGyMoaEhvF6vSsqsVmuBDSuflCkKnZZZV1rngylq01L2xXxStn79eh544AGOHz9Oc3MzW7ZsUZWyycnJAlKmkMGBGvNgoVCoYvtgMTy5Jr1y56yYlKVSKf7u7/6Ovr4+nE5ngVI2hMDH+vqYuzSMM5tRmzHz2wcr4UfvnmZ41s+3Pn03vtFR9T0thXA8wd+9sof1DVaIVm7TLCZl//TYE1y6NIxod7O+yVaglBXbFxVS1mHMMpnQk8xkqcaUk98+WAp2s4m7Ngzxk+OniSVTWE1G/H4/4XC44nsptpaePXuWp59+mm3bthGJRLh8+XKBUpb/e6OQsmptovnwer1XRB4M6iTsioOSB7tuU/UDl30TdiRJR2+3BvvitLxYvfXmcey2DKnUNBNTin1R4J2TzRw+UUjKJmfNWMza8mDvn106D5YPZT6Y4juuBo2NjTQ0NHDgwAE13KwoZYp9MZ+Ueb1eotGo5jyYcpHQMnDZJookBYGElvlgoRDzOgNz7nZwt+PPZtW5XoSCi0mZ04UrmyKqYdbVQh5Mg9qUlNWmmIbBzgqhCtha5Xp6ScKQTWJJi1hSIoZEhJYiUmbIpkhKkNSXDjGXQjV5sMIDJIyJKHGbq+rn0GdSOJCYtbkIOt3Q2KbaF60JESEcpCE8R3OefdFos8p5MI32RbgydvnqqONfG+XzYL9Ah4TFtK3kMR0dHZrmg42PjzM4OMh9990HsMi+ePbsWWCBlHV2dmqedVVNHqwYynVByzG9vb0kk0leeuklstmsajVUFsTXX389N9xwQwEpW758OVNTU5oUuv7+/op5sGKIosj09LR6f64GExMTZDIZrr/+elavXo0kSXxn9x5eOnyYXW1ukoF5Xn75ZUC2lg4MDKikvNJCPxxP8M033mJjdwe3rV7Jq6++WnX74Ld2v8VcVOSqPieCo71kY2MpBKIxLl32EBAs/PW/+01anHZSqVSBffHQoUO89dZbKinr7u4mG4swmzZx+OIou9atWPJ5qlGb7lw/yNNHTrL7zDB3b1xdk9rk9XoxGAzccsstGAyGRSUspaylU1NTNDc3l1ToSuFKyoNBnYRdcVDzYBoI1di4Db0uQ2d79QrV6FiW5sagmgczGiX6eqL09UThekilc6TMZ2fMJ5OyTFZPgX2xW6Q3TykrRiKpIxJrYc8ebWqTxWLRtPtWqvWpWClramoqsC8qWZsHHnigQCmrVG+/esfOXB5Mg9oUDpOwOTS9M6t2AAAgAElEQVSoTbn5YI0LOzySTodocyDaHNDcliNlMazxqEzKgn50gCsaJCtGkXJqTL5SVoya8mC5+WAJLQpVUiSazZsPJgik9WYiejMRc1MhKUvLpMwiZEGAzpnzpC1O4iZZKUvpTSXPY+15MIl5LbO+EovPmVz04SCWU8qKSZlDlG0z7bM+Akzl7Is24uby1tJ6HqyOOsqjXPugkgdrsH+64OdK7lfLfLDZ2VlEUSxYgBYrZYFAQF1Y5pOyAwcOMD4+ru76t7e3V2xfrLV98IPMB0un0+rrBkqSMmUR/bu/+7vqItrr9ZYlZW63W601rxYfRpPe7guX+OY7x7lnwwb+9O47gULCfPnyZbUZ85FHHimwyOU3Y37jjbeYjUR5+LP3qLPLqlE1z03O8C+H3uUzm9fjf/9IQftgJWSzEv/3Ez/BTYbbtm6jxSnfi4xGI8uXL2f5crkdUSFlyndNyeitMSXZ+9MXSI9vWKSULXXOSuG6gR763I08dfgEd29cXZPapKiaynywUs2YxXk/xVr61a9+teCzUVTMYszPzxMKha6Y0qo6CbvC4PV6sVrSuLXkwcb0dLTNYdQwH8w32cqawVDZxxgNEn3dUfpyZHDOP8+jPxhkoDdCOp3m6Ek3RxSlzD1Pf86+2Nu1QMpGx63UmgfTeowoihUJ1Pz8PPPz86r/+ktf+hJGoxGfz8fAwIDq+45GoyVJmSAItefBNNgXrTF5PliswnwwmZTZEW12aG4jMz9L2/wMAUcT2WiYptAczSFZjQkKBpWUxS1WsjlSVmseLJifB1sKkoQpEa08H6yIlOktSXpCw0RNTiRBwBCP0JKQv6cJSSBVgpR9oDyYBlXPmhBJIZA0lt9NLyZl0th5jEiknU0QDtKYZ18MqpkyeRi2pNPl8mAxNm+ofje9jjr+raBS+2AieSSXB9tS8HMlD/ZhzwdTGnk35mb5/ehHP+L9999n9erVjIyMqKTMYrEU2LDySdkjjzyCxWL5QHmwpWCz2Whvb6/oLikmZcuWLeMLX/gCp06dwuFwqEqZJEkF9sV8UqacK62EqpYmvfZ2WW06Nz3LH7/0Chs62/nKnbep5zU/75fNZvnqV79KU1MTLS0teEo0Yxobm3npyAk+f901bOjuQBTFqmZdSZLE3774Bi6rmU+vXcYP332r6vf/vdePcNnjwW2BmzaXnwdZTMp++tOfcuzYMSKOVlLheQ4fPqwqZZ2dnQX2RUX59VRoH1Sg0wl8fstG/vvLe3jfN6lZbYrFYkxOTrJz586yjym2lo6MjPDII4+wefNm1UKbr5Tl/94opKwW4v5/EnUSdoXh0vDbBfPBlkIioWN6iTxYMaZnrCRTRno0tC9O5uyLN98wSas7QSo9w2ROKRv1wdFTbo686wYk2loCDHRnCYSNgPY82OzsbMU8WKljtMwHM5lMtLe3s2/fPt544w1gQSlT7Iv5pMzr9eL3++U8mIa5XWoerEqZXTkmC8S0PE8iRkTQMdfcAc0dBLJZWY2JR5HCQZWUSSAXRDhdmCMhUmbbh5sHK4IpncAoSAS1VNOnYwAEbS0kDRZwSBiyKSypqGxfLEHKdNmMnAczaBiGreTBNKiaOjGEH4O2+WBkCDrd+BvaoKEt99mIWBMiUo6UNeWRMp3djj6buWJuMHXU8a+JcuRIzoNNotP1lsyDgbbMicfjweVyaZoPNjk5ycDAgGpfDAaDBWTl3LlzwAIp6+3trbl98IM6RZaC0lL48ssvE4vFVFuesiC+7rrr2LZtWwEp6+zsrCkPpjVDNzo6yubNm5kTRb707I+xm0x85/57sBhLL3fn5+cRRZFbbrlFnStWXMISPHOGuwDzqXd4JjKrkpelvjM/PXmOo14ff33vx5ibmqjqGIAD5zx8++dvcV+HHYdk0KQ2jY2N0d/fj3Xwav76ud089x8/jykpqt+zI0eOcPDgQZWU9fX14fV61c2CSrhv01q++YsD/Mvew5g0tg8qLZe1KKG7du3CbrcvKmEpJswDAwMEAgFsNhstLS1VP8//SdRJ2BUEJQ8Wi+v48St99HZF6emO0uqOl133+SZsch5MA6EaHZdVll4NBRuj4/aCPJjRINHbHVVtk+n0DBNTVkbH7YyNCRw95SaTke2Lv/Vbv1Vy56wYSnBaCXJWg4aGBpqamjh06FDVxyhWlvybUrFS1tjYWGBfXLt2LQAt05M4oxFEqxXRZiNpMpddlFtryYMFg8zrtGWbzGIUMS8PJul0xCx2WU1rbMsjZSJSOEBTSLYvSokobt8FcLhki5zJpiplxVDyYFrLMkDbMea0SEoSSOpz50wQSOtNRPQmIpamPFImYklFMcQX7ItdUxdIWR3ETHbiJhspQ2n7Yu15sCzxhuov/JZkTtUssC/qCpSyYlLmigaB+nywOuooBU+uYOPFF19Ur839/f2khf3oyGIxL86Deb1eOjs7NeXBvF4vK1as0DQfbHp6uiAP1tDQwMaNG9XFbzAYLLAvnjt3DqPRyObNmwsGLk9NTZXdUKzVKVLrfLBYTN4US6fTqh1xz549i0jZtddei9Eob2j94z/+o6pg9Pf3l81HKXmwatsHQc42pdNpevr6+P3nX2RWjPIvD36GDqej7DGliHu+tfSfDx7lsZ+/yR9dvx5nMo7H4yEQCADw9NNPly1hSaYz/P1rB1jd2cqnNq/nySefKNs+mI+R2QB/8uTLrGxz0yjN1Kw2Da5eBsChi2N8Ycdmli2T/5xKpfD5fOr36ciRI2SzWY4fP87ExIT6XvKVMgUuq4V7Nq3l2LFjXCPUpmpWk6FT4PV6aW1txW6X16SlmjGLCXM4HGbNmjVXRB4M6iTsioK6Y9cXYWZWz8XLcvDYbE7Q05Wgt0smPfmkbHTcXmMeLITdVl1ZhnyMkd7u8mTQYJDo7RZlYncdRMU5/uHRITyeESRJKrlz5sm1MSkXeiUP9q9hX8xkKit0gUCAEydOcOLECQB+58/+jGaDgVRjM4ZImPaI7GNOCAJJux3RaltEygyRMAmbtvbB4jzYUlDmg1Wqpi8kZa2kIvN0+CcJWRvJxCI0Rvw0RvxI5CxyDhcxk5xbUu2LCe3tg5ZkFDE/D1YFdPEQfql0dT1QRMoaEewZeufOEzPbyer0GGIRWuO5z0YS5OHRJnl4tELKPqw82NLHRMkCcVN5ha6YlJlmRjGn4pp24Ouo498KPB4Pzc3NOJ1Ojh8/rhYxNTWnaOu4kaHBm2mwRNVFnaKcXHfddVU/x+zsrDrUuVpUY5FqaGhgw4YNqpXyZz/7GQcPHuT06dP09vayevVqQF5oj4yMqPfIyclJlZQN5NoH/X5/1a9tYGCA0dHRqueD6fV6ent71XEwpVBMylpbW/n3//7fMzg4SCqV4ujRoxw+fBiA9vb2AsKskLIPkgd72TfJO2PjfPWTH2dDZ8eSxzgcjpLzwXyBEH//5ltsHVzBg3feri7sv/Od7wDyPDZPiRKWgYEBzoaTjM0H+e6v/wqSlK3YPqhATKb48v/3IgB/8yvbee6Jx2r+nnU2OlnZ7mbPmct8Ycdm9TFGo1E93wBvvvkme/bsYdu2bfh8PlUpAwrsi/39/VgsFj6/ZSOeo4fRmU2aFDqv10tPT4+aB1sKmUyGkZGRivPBikdJ+P1+vvWtb11RTpE6CbuC4PF4sFjS3HXHCIIA4bAR37idsXEHPp+R4RKk7JLHSHurH6NRSx6shTWD4apfVzBkJBRxsPnq6nfSpmfkPNiePXu4fPlyyZ2zYlKW71+uFgO5PNj09LSmY7TMBxMEgVajkVhjM1Pt8mdgSCWxxURsopgjZbJ9MikIJOx2EiYzjmyWKS1zu2JiLg+m7RjQSg7iJBGYbeiARoGglMWcjGFNikiRgEzKKCRlhnCAEHpNCp2cB9OgNmVT2HVZEvZGYlUeY07H0AkQsjUTMzvAJWHIpLDm5pQZYmFaikiZgpixevuipYo8WDEkJUNXRl1cfICENVXPg9VRRykoI0huvfVWbrrpJjKZDOPj43g8Hs6c+wEXz6/m3OmTwEna2tro7+/HbrcXzAerBtXkwUodYzQaNc0He+qpp7BYLLzwQm7AtMtVoLoMDQ0BEI/HVQVt+fLlXLx4sernUPJgWtwltcwHU6r/b7/9dtxuN+l0WlVjvF7vIlLW39+P3+9Hr9drVk4cTU38w9F3+ezVV3HPutUVH6+omqXUJkmS+JtXXgfgrz5+i/r3sViM2dlZdu3axc033wyUL2F5wKRj4vhhfnH5HKlUaklC9T9+8ibDU3N897d/hWRwDvhgatOt61fyvdePMBuOqsUexRgbG6OtrY3bbrsNWCiqUT6bt99+W3USKfbFXkOGqbSJrCShr2ITOR6PMzExUTEPVoyJiQnN88GutDwY1EnYFYVLl96mu0tURQCnM8XqoQCrh2RpPByRSZnPZ2fMZ1JJmV6f4YWXzfR2R+npkpWycmvl6VkLyZRJUx5sTLEvarQ85s8HK945Uy6+xXYGSZL4tV/7tQL7oqKUlcJADXmwrq4u9u/fX/V76ejowKzTMZdXsJE2mggZTYRcsmJRTMpacqSseW4GW1xEtNqJ2WyyNbHMRW0hD6YhQxYXtc8Hi4ZImRcUOknQETfbiZvt4GxdRMqaIn50AkgSCJPnwd5AzGQjYSxvX1zIg1WvNpk/0HywHKESBNIGE2GDibC1USZl2ZRs+cuRMqsg7wh3Tl8iZXHkijHs5e2LgF4M15AHS8tV9lVCng9Wz4PVUUcpFC/AFMWmu7ubzmW/CvRh4YfqvePEiRPqRttrr73G8PCwuuOvKGXlnsflcmnKNlXbpKcgnU4vyoOFQiHee+89tUBDaRosJmVr1qzhc5/7XEmlrBi15MEGBmqfD6aoTQaDgf7+fvX50+m0Spg9Hg/Hjh1Tx9Z873vfK1Bjytn5FOXkgt7IYGsHf3nrziVflzLrqtQ19RdnL/LGhcv8p9tuprtxYbOw1EK/uITln3fv54dvHuBTQ71MT0+reb8XX3yRkydPqp9ZfgnL8NQczx95nwdvupobh/p5/vmjmtsHvV5vQfvgnVcP8r93H+a19y7yqzcsznyVUpsMBkOBUpZPmD259kV9NkuLFOeb3/4O64YGVftiOWvph9FyWe0xV1IeDOok7IpBIBAgHDZxzdXlG/6cjhSrBwOsHpRJ2Zmzjfzi9T56uqPM+mHYI5MykylJV8cM/T061b6okLJR3wfIg7mrb2w8fTaL3TpVVm1SLg4jIyPs3bsXg8HAn/zJnzA7O0sikWDz5s1s3boVYFEbk0LKasmD9fb2ap4PplxYKhVsFJOyjokx7JEwotMlK2XRnFKGrJTFrHbEIlJWSx7MJEaJaZgPplfmg1VoBSwmZYl4iK55HxGLi3QsRqPopyHmR5IgJOnB3qA2FiqkrJY8mCWl5ME0qE1ikFAltUmxL1pNRKyN4MzSM32OjMlKymDCEAsv2BcRVFIWN9vk5khByOXBMsQbqr9ZKnmwuJaZarnGxnoerI46FqOc2hRJ7JbzYNYtdLl76OnpUZWy73//+0QiERobGzlx4oQ6FLm1tbVAdVJImTKDSEserJZZVz6fb0m1KRwOF5CyG2+8kdtuu42zZ8/S2dlZoJQV2xcV6+FAjXmwqampipufpY6pNB/MYDDQ19dHX18fN998M+FwmK997WssW7YMQRA4duyYai1ta2srsC8qpGxsbIx0Os2E3sK37/1E2SKOfJRb6IfjCf7m1TdY3d7KQ1s2LTqmUmNjNJHkn4+cYnDZCn7n1x4A5JbL+fl5Vq5cqeb9YKGEpb+/n2ffG8FqMvC7t26padZVqfbBle1ulrc187OT50uSsGrmg+UT5h07dvD222/z8ssv4xEs9CfTvPPOO+oaq6Ojo2Ter5Y8mMfjKciDLYVKquZHGXUSdoVAuVj0dFXfCjjnt6DTZbjrDi9Go0QkYsA37mBs3M7YmBPPiLy7k0/KLl4y0OjSmAfzGenpKp8HK0YyqSMaa9U0H6y1tRWz2czBgwc5derUIqWsFClTUEsebHR0tOpjVu/YSTCdJq1BbdJHo8TtDqbau6Bdrqu3xkRssSiGSJi2YlJmscp5sIbqK/DNSTnb5NdiX1SzTRryUMk4WQn8jk4kp46IlMWUjskqVCRYkpSZUyJiVtCcB5uvlAcrgiDV0NiYSWISYMrWRMTWAI1gSCexJhfsi8WkLJt7PZWyXcWw5PJgMbOWxkaRlN5Yz4PVUUcJeMo06YWjPwKgwfZAwc8lSWJ2dpZrr72WO+64g0wmw8TEhLqZd/LkSVWJUkhZc3PzLyUPVuq9SJKkNspVg46ODkKhEM899xwgK2X5RHJwcBAoJGUrVqxgdHSUTCZT1XNUkwcrhjIfTMs5UxwyO3fupK+vj0wmg8/nUy1/+Xk/xVp6ckS+Z//GrTtZ1VLdNd/r9eJwOBapTX/3i73MRkS+85l7MJRo08xXm4rxxMET+KMxvnzbjQDq92rTpk18/OMfBwpLWJRmTBfwCYuBn734Y1pbWwmHw5rOWan2QUEQ2LFmGY/vP04smcJqKrzfKt9NrZ+N3W6no38dr567zBt//HvMTE2VtJYqpOz8+fN0dnZqzoNV09ioIBAIEAwGufHGG6s+5qOAOgm7QuD1erFY0jQ3V682jfn0tLfOqXkwhyPN0GCAoZxSFonKpEy2Ly6QMp0uw3MvNclKWVeU1pby9sVQ2Ego7GDzxup30nyTNkCn2c4ACxeNYqVMr9fT1dVVQMqUNqb777+/QCkTxfIqXy15sA6TnAerFoZUCoeUZdq6QHTSRiNhYwNhV0MhKYtH0YcXSFlD0I85lUS02IhZ7RXti9aYbA/VlAeLi9rng0UK54NJgo6E0U7CaAdba46UxbGkoiop0wsgCdA0ex5sDcQNNhKG8vbF/DxYtTCn5DyYlllfqkKXd85U+6KtsSQpcyDvKrfNjJC0LlbKSqGmPFhCrOfB6qijBCrPB5MJQyjyMPHkHszGNZiMaxn3GUmn0wX2xZ6eBaUsm82qpMzj8XDy5EmSySQA+/fvV5vk+vv7cTgqt+8ZjUZNs67++Z//GZvNplltunz5svrncDjMqVOn1LyXw+EosC8qpKyxsZHPf/7zJZWyYtSSB1POr9ZsT77apNfrVaVs+/btBXk/j8fDsePHyeTsi4F3jvDyzNSS1tJyatOBYS8/PH6K3962mQ3dhaUesViMqampstmmUCzOI/vfYefQMjb2yopsKbWpuITlS9/9Af6pCT63bhm+sVFVKXvttde4ePFigX2xeMSCgnJq0/Ure3lkz1GOe8a5YbB/0TFtbW2a1CblnF2/YTU/efcsBy/7uHXNirLW0qNHj5JOp5mfn+cf/uEfClTMcvbFWvJgyndSyzEfBdRJ2BWCS8NH6NYyHyypY2a2iWuvKW9fdNjTDK0KMLRKJmVer4Mf/3Q53Z0igWCeUmZM0plnX2xrKWFf1JIH88l5MC1q08CAPB9MmZ5eDEW9Gh0dZd++fej1er785S8Tj8eJRCJs2rSJLVvkIZ1TuV2bYlJmMpno7u7WlAdrb29flAdbCup8sArHFJCyNmidmaAhGCBqb8AghmkTF5SypM2eI2U2EiaLuvC3xUXNs670RXmwpaDOB7OV33mUSZmcEcPWSjwVozvoQTQ6ScXjNMb9uARZKQtn9WBzETfYC0hZbXmwaGEerApYkyJRSUdaX/6cFZOyjolzpBEQbA4MYpjWmPwdTSKQtDiI54YtJ40yKROyWZpIE3Rom6mmz2obKFtHHf9WUG5HX5IkxGwUm66fTHaKYHg/IG+wnXzvOuAabM5vEwivwZQjZwZ9OwA6nY7u7m66u7u58cYbyWazPPHEE4yPj+N2uwuUspaWlgLVKZ+UlVPoyiGdTtesNlUiR5FIpICUXX311dx3331cuHCBlpYWlZQlEokC++LExESBfRHQtIHa399POBwu2T5YDkupTYoi19vby4033cTnHnuKIc8Furu6sFuti6yl+Qt/hXAoebD870wkkeSvXnqNAXcTf7DzhkXPu5Sq+eiBY4TiCf7DxxaOXSrbdOjCCAcuTfCf7tnB/duvAeTq+8uXL7Nu3To8Hg/nz58HwGw2q9bAgYEBOjo6VFLm8XhKtg9uXtaNUa/nwDlvAQmrpn2wGPPz84RCIfr7+7l6RR+NNgsvnzzLrWtWqI8ptpaeOXOGZ555hk2bNhEMBkuWsBRbS2shVF6v94rLg0GdhF0RCAQChMImNm0sT6iKMTFhR5J09HRXT47m5uWsze0fG8VuTxONGuT2RZ+DMZ+TvQfzSdks/T06xsZtmE1a82CZinmwYgiCQH9/vzopvRo4HA5cLhcHDhzg8OHDqlKm/MKXImXxeLz2PJgGEmaNRWWboYb5YFI4QkBnYK5V3hk0pFNY4yLWuIg+GlJJWQqBOZ0RXWMjZjGCqGXWVVqedVUpD1YMS6qG+WC5gcsBazsZu5GolMWciWNOR8lEgzTG53EJ8wWkzJhJkJLQlAfLLpUHK4YkYYxHNM8Hs5Nl1tUml2w0yZ+NJRnFmhDRiwvtizIps5PRG3J5MG3ti3Dl7fLVUce/BsqpTfH0RZLZEB2Nf0GL43NIUpJU+hLJ1GnmZk7hbomRFQ7gDz6rHqPXtWIyrsVoWI7RMIDBsAyjoR+9Xi5ZGBwc5P777y9QyrxeL++9955KnBRS1tnZqTkPNj4+XrPapOWYjo4OUqkUzz77LJlMBofDUUAklba8fFI2NDRUMB+s2te2bds2Tdmmqakpdu3aVdXjnzp+khGfj7XAzTfdxJo1a1SlTLH8lcr75df6K/jq7v2MB0P8y29+tmSmrFK2adQf4NEDR7lz/SBrOtvUn3u9Xtra2koWikiSxDdfOUBHo5PPbN2g/mx8fJyVK1fyyU9+EpBLWfLti8WkrKuri8nJSXbs2LHoOWxmE5uXd7P/3GX+5JM3qz//oGqTUa/njvWD/Pj4aaKJJHazqeQxo6Oj6PV67rrrLgwGg2otVd5LvrVUIWUjIyO43e6aFLorKQ8GdRJ2RUD54ndrIFS+cTs6XYaOdg0K1ZhEY0MIu12W9e32NIOrggyukgfEKqTMN+5gzGdn70G58EEQsjz3UjN9Oftie2usrH1RzoO1sXevtvZBrfPBlF2nfPuiopTt378fnU5XYF/ctGkTJpN8EbnzzjsLlLJotPw5HBgYkPNgRg3tg+EwSbv2+WCBvOKHtMFI2NFA2NEALZ0FpMwRDeHwy5X8djFEfDSGvqGJmMVGwmgpb1+sJQ+Wmw+WMGggFKmi+WCCjkTOjoilNY+UiWSiARrj8+gFQIDmmQuyUmZUij5KX8IESW4f1JIHM6YTmASJeQ0k1JosZV80EjE0ErE15pEyEWsiil4M05CzL7b4fSREueAkXykr+Tz1PFgddZRFufbBSFwuDHDkhjQLggmTcTU6YSWTE2fYvHkH/Z3/jUzGTzJ1lmTqfRKpUyRTZ4iLx5CkBedFMNBENPpZGt2vMDP/FkbDcprca+no2KAqZfklUadOnVJJ2dGjRwkGgyrJcTqdZd+LkgerpX1Q63ywkZERNQ8WiUR4//331c1Ou91eYF9USFkmk+HBBx8sqZQVo7m5GZfLpVnRUF7fUpgKR/hfe/Zzs8sBc6J6389XypQSlnxr6bvvvqtuAj/zzDP09/eTsjt4/u3jPLR1M9f0lraOFrcPKpAkib/+8W50gsCffnyB6CylNu0+Ncx7o5P810/fhjlH+vLVJgUul4urrrpKHfYdDocL1igKKXvrrbcYHx9XPzNFKds+NMD/fGkv4/MhuprkTcalFLpy7z9fbfrEhiGePnKSN85e4u6NpccBFKua+dZS5Rzl2xePHz+ufjbf/e53VZWskrVUyYPdcMNi9fKjjjoJuwKg5MHczfGqjxkd0xXkwZZCNgsTE60Mrio/H6yYlE1NW3j62UE62kVCYTv7cqTMaEzR1TFTkpQpebBf9i7fwMCAuqNWCtlslrGxMcbGxlRS9qUvfQmz2UwoFOLqq6/m+uuvB2B6erokKRMEgWWDgzXmwbTltJaaD1ZMyprnZ3AHZ4lZXdhjURwBmZSlEPALBpmUmQvti9Z4btaVxjyYVrXJlIiSMFdQmwpIWQvxTJLuyDCi0U4ynqQpNo8rPg/ISplUgpTVkgezKnkwU/Uk1JKUz1miwnwwmZQ1yEUfTdDsO48JiYzNmVPKFqylKYudWDEpy+XBrrmq+t30Our4t4JoNFpWbYokDmHUd2A2FC40fT5fUR6sGav+BqyWhUWcJElks35SaQ+pjIexyxeABB1dfqKxg2Szc+pjDfpuLOatOBu2c/31N3HDDTeQzWZ57rnnOHv2LG1tbQWkzO12F6hO+aTsn/7pnz5wHmwpWK1WOjo62L17d9nHRKPRAlK2atUqHnzwQS5dukRDQ4NKypLJZIF9cXx8fJF9UavaUql9MB9/+9qbpDIZ1jfYSOtLq02wOO+XTqf5+te/rjpm3j15klQyyf2A68IpfpqOqp+PYi0t1T6o4MV3z/LW8Ah/cfcuOhoWPstK7YOZbJZv/ewAy9qauWfz2oL3D4vPWTqT5YXDp7j96kFcTmcBKXvxxRc5fvw469evl2v6L1wAZKWsr6+PZncbTboMe08P86s3blKfR2v7YLHadE1fNx0uBz85caYkCYvH40xOTqrz1EohnzBv374dr9fLo48+yvr164nFYiVLWIqtpVfifDAFdRJ2BWB4+DDdGtoH5TxYc8U8WDFmZ60kUyZNaps/Z1/cefM4rS1xRNHAmDqnrJCUdbbLmbJZvxnQngebm5srmwcrd4yW+WAGg4GWlhYOHDjA66+/riplyi98MSnzer0EAgHMOh1+TVZEJQ+mQW1S5oNpKNgwJ+NE0THtlm0Ts5kU1oSIJSFij4ZLkjJjNMicxn7WYWQAACAASURBVFlXDaQJV8iDFcOYqWE+WCZnX7S1knRZiUgS5lz7YiYSoLEEKdNnUzXlwURJp63lUgwzr/GcucgQcjTjb2iHJtkGas1TyopJWdJgqs8Hq6OOMii3AJMkiXD8EE7LTYssStWoAIIgoNe70evdWNjM9NSzOJ0jrFn5LIIgkMnOk0yeIpF6j0TyBGL8TSKi3ExoNCzHYr6JmRk3/QPdfP7zny9QyrxeL++//z7Hjh0DFkiZshitJQ+mNaeVfx6qQUeHXFLx/PPPE4vFsNvtBUTyYx/7GFBIygYGBj70PJiCNy5e4tVzF/jDm7Yxs/d1Nm3aVPHx+QiFQoiiyK5du7j22mv521ff4GeHj/IfNq8hGwyUzPspTpni79lMOMJ/f/lNNvZ28qvXFxbDVGoffGzvMYan/Hz9obsx6HUFx9jt9kXZpm++uJ/H3jjKfCTGF2/fUvB3ExMT9Pf3c8899wCyUpZvX7xw4QIfs8GZ3S/xL94z9PX14fV6NeXBAoEAoVCo4P3rdAK/snkd333jML75EN1NhZurIyMjSJKk6d6lNGPecccdOByOAqXM6/WWzPtNT09jtVppbW2t+nk+KqiTsI845PlgZlIpidff7Ka7O0p3VwSHvXyFvJIH665h4HK3hgp8n8+B2ZygxS0rdDZbmsGVQQZXykqZKOYyZeN2fGN29h1S5lVl+cxnPqP+UuXvnBWjljyYy+WiublZ3T2pBr29vej1evWmlK+UHThwAJ1OR2dnp3rD2bBhA2azrBg5pyexxEV5tpfVRqbCzcMWEzXnwYRgkIDW+WCxaEG2KaM3ErEpakxnWVJmllLoxi+idzXlBi6Xty9acmqT1llfgKxyVQlzpmg+mCDkFX20lCRlhpx9sWV6mKzNRdxkI2Yqb1+sNQ/mIEPCpWE+WCqGHuQZazlkipQyfe6zkTNlIZqQfyfrJKyOOhbD4/EgCAKvv/46y5YtY2BggK6uLtKSh3R2Bqdl66JjvF4vHR0dZdvZiqGoAMuXL1cJnV7XhNWyHatle+4xWZKps8QS+4gn9jPrf5GZmc/S3fccY1M/wGreTmPzdrZ2XK8qZfklUQopMxqNrF27Vs2FeTyeihuQtTpFUqmU5vlg+XmwaDTK6dOnOX36NEABKevv71dJmU6n48knn1T/rqurq2xJyVLtgwokSeJre99ioKmRO3s6ePwDZJuOjvh44sgJPnfdNXzurlsASub9lGbMF198UV0H9PX18Zcv7CaWTPGV+29HX6LOvlT74Ph8iId/fpBda5fzsfUrC95XqWzTaycu8NgbR9EJAvvev1xAwuLxOBMTEwV5MKfTyfr161V1OBKJ8LVnfsqI5zKtfr+qlJ04cYJAIKC+n87Ozorti8o5y8d9m9by3TcO88N33uM/3nbjomMUFbJaeDweWlpaVAWyWCkrtpaeOHGCdDrN6tWrr7g8GNRJ2Eceyk5KY2OQcxeaOHVaXvC5XCF6e1L0dOVImWOBlCl5sM4ODSRsLEtjQ6giuVt0jM9YUaGz2dKsWhlkVY6UBYJGHntyCJ9vomo7Q3t7u+Y8WK03pUrzwbLZLD6fD5/Pp5Kyhx56iPbeXiJmI+5gkKag3DIZ1unJOJ2IJUiZIRL6wHmwpWDKzQebr5DtKiZlsYif1sAUMYsDWzyGI5xTyiSBeQwlSZk1mWsf1JQHEwvzYFVAiIeZlyqoTUWkLJrN0Os/T8JkI55I0STO0xDLKWWSviQpqyUPZknKixEtCqUlISIBsQqlHMWfTcfsCKZUop4Hq6OOEvB4PLhcLmKxGG+88QYgOxvaOw04Wq7GuW45jZa0qqyk02lGR0fZvHlz1c8xNze35HwwQdBhNq3FbFoLzi8xP3MKeI5VK3eiE94iGPkewcjDgAmH9RO0uR+ms7OTzs5Otm3bRjab5ZVXXuGdd95hamqKtWvXqq9xbm6uwBIfCoXU51XUprm5udIvrAQGBgY0zwfr6+tTlbtSKCZl3d3dfPGLX6S3t5dwOMzrr78OgNFopLe3V13455Oyam1lbw5f5uz0DP/9rtvx5e7ZWrJNHo8Hu92O3dXAnz/9JF0NLv74Yzepf1+qGfPhhx8mm83S3NxcUMLikHQ81NtHdNJH2GJUraXl8mCSJPFfn5NtoH92364C4lAqDyYmknz1x3sZ6m7l5nXL+P4vjjAfidHksFZ9zhwOBzdvvY5nzozzu7d/EnH0Ivv372fdunX4fD5ee+01QG6I7uvrUwlzZ2en+tl4PJ6S7YO9zY18YsNq/mnf29y6ZgVX9SzU+nu93pKNjeWQzWYZGRkpOWpCQbG1dG5ujm9/+9tX7CZlnYR9xOHxeDCb09z7K5NI0iRzs1bGxx34xiQuXGzl/XxS1p2iuzuKd8RAW6tfUx5sfLKNwZXV2/3CYSOhsJONG6rfSQsGzYCO3bt3c+nSpbI7Z/mkTNkN+TDzYOWOUfzb1UCSJDr6+og3NhFs7yIoSVgScdk6GJjHHQzSmE/KHE4SZjOO7IefByuGLbG4LGIpmFIJUghMN/aAIDCXSctlEskoNjGskrK0JODPkTJdOEAIvbb2wUSEZKU8WBF02RQOXYakBsujORNHJ0DQ5ibW5FhQypIimXCgJCkTJJn0a8mDWZPRJfNgxZDCAc3zwSypeD0PVkcdJSCKIjMzM9xyyy1s374dURTVe8f5i/vxHb+Gc8dfxWB4jd7eXnU2UX4erBqUUwEqHzOKwWBgaNUfodf/CdmsSDx5mFh8Hzrd4rliOp2Op59+GrvdzpNPPokgCLS3t6tkJZ+U+f1+lZQtW7ZMcx6svb1dJazVoKurS3NjY3u7XPV/991309LSQjQaxev1qja5YlLW39/P1NQUer2+ZPugAkmS+O7BI3S7XNyzbjVPP/VU2fbBcsd7vV4GBgb41p6DeObmeeTX7sduKt3uB3JD5NzcHDt37mTHjh1ks1mOnT3P//jhT1huM5CYmeD5558HFqylLperZB7suSOn2H/Ow5/ft0styVBQilB97cf7mJgP8ZVf+zQmg4Hv/fwIh855+fhmOYNVrdp0/cpejHo9+8566A5P0trayn333QfISlm+fVHJCuaTsosXL9Lf319SbfrLT+7iqGeM//zsqzz7fz2I1WRUFbpKebBiTExMkEwmNf2eKRvndRJWxy8Fw5cO05WbDyYI0NoWo7UtxsarIZudZW7OyrjPLpOy4TbePyMvVk2mBLvf0OXsi1GcjvLkYnbOSjKpLQ+m2Bd7uqu3L475HOTnwYp3zmw2W0mPuSRJ3HvvvepFYnx8vOIO3oDGPJhSbfzWW29V/V7a29ux6HTMK9kuQSBusRK3WKHJvZiUhYI0Ir8e+9wspmSSmNWWU8rKq0K15MGs8ShRNGabomH8GFW1KaM3ELW6iFpd0NCpkjJLMopVDOMMT4MAWQlS0xfROxqJG+0kDeXti8aMrDaFNVgRLTXOB5Py82D5SpldsS/GsSSjKikz5F5y8/RlsnYXMZONuMlGRl/+Eqk5D5ZrbAw7qs9H1OeD1VFHeRQvWm02G6tXr2ZoaIiu9X+BiZsg8nvq4vLNN99Ujz148CBTU/JQ3+7u7oq79V6vF6fTqSnbVNzYqNPZsFl2YbPsKvn4TCZDX1+fqrBIksTk5CSTk5McOnRoESlbs2YN11wjz5Vavnw599xzj0rM8pWyYigL6VrcJVobG8PhMG63vCax2+2sXbuWtWvlEgpRFAsW/gopFASBp556Sl0LdHd3F9gXD4+Mcdw3wX+5/RZ0UPOsK0NDE48cOsZnrlnPDcsrX19HRkbU9wTyfe9/7T3OiMHBt/7dQ7Q6bIvyfomEPLbntddeY3h4mIGBASyNbv7ni3u5fkUvv7pt46LnKVabDpzx8MMDJ3lo12auWdFDOpPFYjLwnndSJWHlGhuLYTMZuW5FD/vPXmZbZqJAbXI4HKxbt45169YB5UnZ+fPneeKJJwrsi3q9ngarha986g5++5Hn+OrP9/OXd++qKQ9WTVaz1DE2m+2KzINBnYR9pBEMBgmHzGzYMFvy73U6aG2N0dqqkLI53n/fzYF9PTQ2hrgw3KCSMqcrTG93ip6uiEzKnAukbMxXQx5svDAPVg3OnM1gqzAfTBRFzpw5w5kzZwD5ov0Hf/AHBINBnE4nt956KyArZaOjowX2RYWUfRh5sGqgXFjEcqpWCVLWNTGGLRohrNPLpCyUU8oE2b5YkpTVkgcTo7Vlm5zl1aZiUibGQrQHfcRNDiyJGE5xBpghLQnMSwYMOVKWyCNlSh4srqmUoygPVgWy0WBltUkQSBitJIxWmZRls3TPnEMyWoilMjRHAzSIeUqZ3UnMZC8gZfpMWnMezJyU82Ba7Ytw5e7y1VHHLxOeMvPBEulLpLMzdDVvoaVnNatXywvWWCzGo48+SiQSIZlMqqTMYDDQ09OjLvzzLVS1zCDSOusK5MbGSmpTKVK2Y8cOdu7cyeTkZAEpy1fKvF4vwWBQ/XcGcnkwn89X9WsbGBhgamoKURQ1HVNpPpjNZmPNmjWsWbMGQLWVdXV1EY1GC6yl+fbFh/cfotVu44EN6yq2D5aDcn5/4pmg2WblTz+2tFKjqE2KQvf9vW9zcmySr372LtpdsqrZ1dVFV1eXmvd75JFHmJ+fp7W1taCE5WaDjs3uDk6deo+BgQFcLvleXfw9C4lx/p+nfs7yjmZ+/xNya6dBr2NtbzvveSeB6toH87F99QDfe2k3SVtltamYlB06dIif/exnrFmzhqmpKZWUGY3GAvvir2/dyOOHTrBzaBnih5AHqwZer7esQncloE7CPsJQLhZdVZIjnQ6iERM6XYZP3DOJXj+Of87K+LidiXEHF4cdnD4j7+Q5XWF6u1J0d0fweAQaXB9uHqwYyZQOMdauaT6Y0+nEbDazb98+3nvvvQKlrL+/XyVlqVRKtaDk+5erxcASebByx4TSmerngwkCgigyrTcRHlhBSJIwJ+PYYiIZRSkrImVxi5WmbJqAhoW+KaXkwTQoZ8p8MA15KFM6TlaCGUcXkkvPfDaNJSXK/8VCeaQM5iUjBkcjlmQUMSt8uHmw4sdLWRqFNCF79TvWxmwSkwDT9iYi1kZZKUstKGXN0SANYu6zyZEyCfn1aFIoc3mwuJba/IRISm+o58HqqKMEPLkmveKih3D8ILAwH0yB0WjE7/ezefNm7rzzTmKxWEEeec+ePezZs0ctA+jv76epqYlIJKJpoV9LZbZyz6pWbZIkiebmZsLhMI8//jiCINDW1qaSldWrV6ukbH5+vsC+qDUP1tvby/Hjx6t+L8p8MC2KxsyM3OZ822230d/fX2At9Xg8KinrB9Y2uzl04ICq+GmddWW0WDgwPs1fffwWnJalS7KU75nBYODi9BwPv3mIu64a4uNXDZV8vCRJTE9Ps3HjRu666y6y2SyP/XwfP957kJt6mvAMX+Dc6VOAfK76+/tpbW0taB/8b8++wXw4xt9/8V51hhjA+r4OfrDvBKl0RrPadNPQAC+8In/uWr6bk5OT2Gw27r//fgRBUK2lCsnPt5beadXzj888z7Uu45IKcz6UPJhSu18NAoEAgUCAbdu2Lf3gjyjqJOwjDCUP1qxBbfKN6Whp8WM05gbCtsZoaY2xYeMs2Sz4/RYmfA7Gxx1cvGzn9Fl5sWo0pnjt9R66uyL0dBcqZcUIh42EQk42XlV9HmxiQp4PptXOAAs3pWKlzGaz0dfXp950FFImSRK33367evH2+XxL2hfHx8fV9qOlIAgCA4ODxBubqn4vhrQ8H0xUFtOCQMJsJWG2QqO7gJSlAwFa8kiZNTRPWzZDzGJDtFS2L9riSh5Mw6yrhDIfTEu2qXA+WFZnQDS7EM0ucHSUIWWQFcA+m7MvGmwk9dayBEuXTWvPg6WVxkZts74gz/IoCCRMVhImKzha8kiZSCY8T3M0iEGQraWNM6Nk7E656MNsI6Mv/9koebCshjyYNSnPB7tSd/nqqOOXBVEUl5gP1o7ZMFDw8/Hx8YI8mNVqZWhoiKEheTGdT8q8Xi979uxRjz127BjhcHiRUlYKntysq0rZpmJ8//vfx+FwaJ4PppA3SZKYmppiamqKw4cPLyJlQ0NDao17LBbj3nvvVe+R+UpZMbq6ujCZTDU5RbQS1/xzplhLFRVTFEX+81M/JDg9xVajocBa+txzzxXYF8t9NoraNIOB7sYGPnPN0llbRW2Ss2AS/+WF17CbTPz53TvLHlOcbRrzh/jO3pNcs2yQP/qdX1E/K+V7dubMGZXk7t+/n3dOneW90+P81s7rWdvbXvBvbxjo4LE3MpwZm2ZSo9o00NpEr0UgbbB8oPlgxdbSfFJ27uIwDfN+5v0QDAR4/PHH1e9gpWbMWvJgtWQ1P2qok7CPMC5dOkynFrUpqWN2tpmNm0rPB9PpoKUlTktLnKs2ziJJMHyxgddfG6ChMVVAypzOCL3dyZKkzFdDHsw3XpgHqwYDA/J8sHL+dlEUOXv2LGfPngXkG+rv/d7vkU6nsdls3HKLXDebSqUK7Iv5pMxolHdrtOTB2traCvNgVcAqKvPBytsX80lZWJJom57AFQkS0ulpjgRpiMikLCLoyNhdxCw2YhZbQfbLGhdrzINpV5vC1vLkqJiURZJROsMjJAw2zNkEjsQMJCAjQSBtLEnKasuDiYV5sCpgTSnzwcoEswtImZuIJNE+eR4JEAUdTdEgDdHcZ4OejM1J3FxIymrJgxnTyXoerI46yqDcDCZ5PthBnJYbNM8HKyZl8Xicp556iomJCSRJYu/evapSVmxfNOa5IjweT0EebCkoebBK7YPFUNSmSvbFYlJ23XXXcddddzE1NVVAyhSlTFlIBwIB9d8p3gytBv39/UQiETUPVg08Hk9FcusNR3llxs+Xb76Z37txK5FIhG984xu0tLQQi8UWWUuVhX8+KVNmXZ3Hwn+4cyumKlSafFXz+WOnODYyzlfuv51me/n7Uv73LJuV+Ktnfo5Br+evP30bgiAgCMKiZswf/OAHeDwemltauTB8iescErMn9vL33vcKsvLXLJdJ6rFhH8klzlkxJEmiUUgykjCRzmQL5pOVQyAQIBgMcsMNN5R9TD4puwv4xjMvEDzzLg0dnUQiEVUpMxgMBfbF/LxfLYTK6/VesfPBFNRJ2EcUwWCQUMjM+qtK58FKYWpSng9WrX1REEAU5RvHHXdexmZP45+zMD7uYGLcznARKevpTtLTFeXyiBOzKYm7uXqF7vSZDDbrtCa1qb+/X1W9qoHRaMTlcvHqq69y6NAhrFZrgX1x1y65DjaflCWTyQ8/D1YCtpisNiVMVapNgkBGjBLQGQj1rcwpZQms8SjWuIh1ESlzEjPbMIlh4raGJf7xBVSTByuGOal9PpgpI4eU5y2dZGwmgtk05oyIOSNiyoZwliBlpkyMtITGPJj29kFDPELSqiFDl81gF7LMOdsIO2TCbE7FsSZF0uF5msUF+6JCyjJ6veY8mDUhF+Vcybt8ddTxy0I5tUnJg5WbD9be3l71fDCz2Yzf72doaIhPfepTxOPxAqVs37597N27t4CUdXZ2as6DjY+Pa24fVK4L1R4jSRJNTU2kUikef/xxstmsOuy2WCkLBALqpuWKFStqyoNt2bJFU4ZucnKy4nywfzh4BLvJxK9vvlp9jZlMhptvvpm1a9cuspaWyvsp6w9zUzP3XLWmqtemxBwczS187V9e4Zr+Lu7btLbiMV6vl9bWVux2O4/vO8bRyz7+9jO309HoLPl4QRCYnp5m5cqV7A+aORRp4OHfuIN0RP4czp49y4kTJwBoamriZneG9987gSNYOB9sKUxMTCBks4wnBc6MT3NVb8eSx9RCjtY02ngLgR9Op3jhy1/AqqNkCUs+Kbtw4QJut1tTHkxrVvOjiDoJ+4hCzYNpUJvGfXYEIUt7R/UXy4lxBy5XCHtuzpi7JY67Jc5VG2SlbMG+aOfSZTtncqRMr0+z+80eurui9HRFcLnK2xflPFgb+/Zpax+0Wq2abkrK7qaycxWLxRYpZfn2RYWUSZLE9u3b6enpwePxMDY2tqR9UVMeDNCHw8zpNahN2WxhHkwQSJgtJMwWeWbYIlIWoiEiW0okMUQrEDPbZTWmUvtiDXkwazLXPqhlPlhaJJbVkdHJalNWZyCmcxEzusDSQagUKQMkwDEznGtftJEwlLcv1pQHyyQxCxJBTfPBis5ZCaWswL4oBjHmmjFdc+PYbK5FSlkp1PNgddRRHsXtgwoiiUPA4jyYMrdJyUlVA7/fX5AHs1gsDA4OMjg4CFCSlCmtvKdPnyaTyZRUyoqhNQ8GH858sOnpaaanpzly5AiCIBSQslWrVqmtg4lEgvvuu08lOPlKWTGamppoaGjQtGhX2gfLKZQXZ+d45ex5vrTtOhos8qZcsapZrbVUArYb0uzbu7cqa6nSPvjwm4cJxRL85d23VFz058+68szM842X97NjzTLuvbY8cVPUJnffKvacOs8f3Xsz166XbZhbt25dZF+cD16EoFyscvToUYLBoLrZXOl+oZyzmYyety+OVkXCvF6v5vbBEa+Xjs5OQr4Yf/Pi63zjc3cXlLBUasZ87LHHCuyL5T4bJQ+2devizZYrCXUS9hGF1+vFbE7j1pAHG/PpaG2dU/NgSyGbhYlxC8tXlCZ6ggBudxy3O876HCnzjTl4+aUVNDSkuHTZppIyhyNnX+xeTMrkPFhtapPWYxT/dinEYjHOnTvHuXPnAPmG+tu//dtYLBbMZjM7d+5UlbKxsbEC+2I6nc6dE4FlQ0Oa8mD6dAqnlCHeWL3aZInHKs8HK0HK3PPTNIf8ZMw2LGIIlyiTsig6MjZnSVJWax5Mq9pkjEdImcqrTcWkLJJJ0CleImGwYk4lccZmIJZTyrJGdCops4AgWyoW8mBaCJWsNmkpy7Ako6SlCvPBSpAy9+QFzEhE0BcpZTqyNhexYlKWy4NtWr/uit7lq6OOXwZEUSyrNoXjhzDq2zAblhX8XLmO15I5KUcOSpGyH/3oR1y4cAGdTqcqZTqdrsC+2NvbW0DKvve97+FwODSrTVrujxaLhY6OjrLzwZQyiXxStm7dOh544AGmp6cLSJmilCkL6fn5+YLXlf//aqCoTaWyTZIk8f/u3oPdbOI3rrum4BhFbSqFYlI2MefnW9/+NoLBiN2gX2QtVRb++aRMmXW19prNPH3kJA9uvZrVnZXJiJJt6uvv5y+f/hlmo4H/8sDHKl7Hlc/x2RNehrpbeXDHpoK/FwSBjo4OOjo62Lp1Kz858j4/+tELLLNm6Orq4ty5c6pS1tjYqBKygYGBAlLmybUPdtkcHBke47d2XVfxvSjHaGkfTCQSTExMsH37dn5/yM7Xf3GAV947V1BiUtyMOTw8zBNPPMGKFSsIh8OLmjFL5f1qKb/5KKJOwj6iGB4+pCkPlkrpmJ1xl82DlYJ/zkoyaaazqzRpKYYgQCwmf2V23jKKuyXGvH/BvnjJY+PMOZmU2R1RersT9HRFmZq2UEsezO/3V5x3UuoYLfPBMpkMzc3NvPXWW+zevRuLxVJgX1RIWTqdVu2LwWAwlwfTZkUEjfbFeFSeD2apUm0SBEzpFCI6Jlr65Kr6dAJrQsSSiJYhZTYM0VCNeTAtalMCk07bfDBjNmdftLWTNFgJZNOY0yKWtIgxFsK1iJQ1YMikcnkwDareUnmwEtCJGjN0SDjJELY3E3G1E5EkTOk41oQ8PLpZDOLKkTL5s3GRNBjRZzNX/A2mjjp+GSi3AJMkiUjiIA7z4mr0pQhVKXg8HhwOR9XZJovFojbcPfTQQyQSiQKL3P79+9m3b18BKevt7a25fVBrTkvLfDBJktQF/FNPPYUoimWVsmAwqL7HwcHBmvJg5WZdnRifYN9lL39+yw7cuYHMiqqpZT7Y/95zEDMSm7du5e5bdxWomB6Pp2TeT1FZf3ppkmabjd+/ZekWPuX8Hp2OcMI7wVc+ewetrsoWO6/XC3ojHn+cx37zviWzWptX9PC6IYuloZnPfe5zKoFW3kspUtbX14fX62Xjxo1cn7Dwk6NnSGUyGCvkFqvJgxUjv7Fxe18/r50Z5m9ffIPrl/XidpS+N09NTQFwzz334HQ6C5ox8+f75ef9xsbGsFgstLW1Vf3aPoqok7CPIJQ8WFZK8vaRdrq6orS1RzEay5OLyQlteTCAiVzBRmdX9UOaJ8YdmEwJmt3yAOlmd5xmd5z1V8lKmUzK5Ep8j9fG2RwpE4Q0d911V8mds2LUkgdzOp243W7eeeedqo9Rqo2VG1k8Hl+klOXbFxVSBmCencGdSiFabcQt1opzvGyixjwYQDBIUKdNbTKJkYX5YIJA0mghabQQdDQXkTKxgJQZJQlbcDw3oNhOuoJFbiEPpqF9MDcfLKHXoDZlZLVJyYNldQZiJhcxkwtsHXKmLB3Dko5ijIVwirMIQs6+OH0ZvbOBuNFO3LiglC1CDXkwXSaNU8iQdFZPQtX5YHn2xaTRStK4oJQppMyaFLGKQVw5+2KdhNVRx2J4PB4EQeDIkSPMzMwwMDBAc3MzifRlUplpHOYti45R8mA2W3XXIUmS8Hq9mjInSrZJUejMZjOrVq1i1apVAAWkzOv1sn//fiRJwmQysXz5cm655RY8Hg+jo6Nl52lC7U6RWuaDTU9PqwrdzMwMMzMzvP322wAFpGzlypVs3CgPIDYYDLzwwgvqpmZTU1PZc5jfPlgKr569gEmv54GN69SfTUxMaJoPdmZymiOn3mcLsGWD3IioxVrq8E/yhXVrmJucwFqFtbSxuZnvvPY221cPcM/mytkzSZK4cHGY8ZjEp7ZdxcZlXRUfD9BsM9GozxKU5M1DZZB3e3s7W7ZsKSBlXq+3gJSdPn0ad0s7bdkob5+5yA3rS9fsK+8Falc1DXodX7n/dj71nSf57hZ9vwAAIABJREFUmxd38/Vfvbvk98Dj8eB2u3E65cxccTNmLBYrsC+++eabCILA0NDQFe8UqZOwjyAUUqA3ZDh2tI2j7+jQ6TK4W+fo7ZHo6o7QXkTKasmDjY87cLpCOBzlL/bF8PmMdHbFKcU5CknZHJIEMzNWXnhuJdPT82V3zopJWVtbm+Y8WK03JcW/XQrxeJzz589z/vx5QL5oP/jgg7R1dyPowe2fpQXIAH69AaGhsSQp+8B5sCqgzAcLlLPVlSBlDWE/LeFpMiYrZjH0/7P3nnFu3feZ7/cc9DbADKZXsHeKFItYVSyr2JKbZFmJJNuxY+9uip3d3P0k2eze3ZRNcpPrayWOHUUuseK4RpZsNUsURTV2Uhw2sYjkcIDpfQa9HZyzLw7OITADYIARcy0reN7oIw7OADjAnPN//s/z/B5ccZWUxZSsUlaAlNlSsXedBysLyTDTcvFzppIyF3GzC+zNhDJpWoNXSBstmNMSrsgEgjChKmWKCTFLypImK0qWlC0kD2ZLa3mwCiZjpubpB8shZUFUa2nLVB+mdLKaB6uiigLw+/3Y7XYCgQDnzp0D1ILZlnaw1a2ged0aFKeiL9AWmgcLh8MVd1BB8UVrIVL24osvcvr0adLpNLt27eLmm28mk8kwODio3x9nkzKfz0ckEmFiovzBXZp6UG4/mCiKdHZ26ov3QphNyhYvXsxnPvMZGhoa6Onp4cyZMwDU1NTkWeRySdl852x/b4AtHW24LNf6vCpRNRVF4c9efI12g4LNbKe+vr7g4wqRsm889hhjwTB1ditDF8/xvQtv66XNufZFjZRp64lJowNRNPA/7y9tQwQYm5gkFo0QM9Twex/ZPe/7Aejv70cQ4MJUAkVR5jxHIVL28ssvc+TIEdra2ugfGGCrNcHep37MsVfcc+yL2u/z+/0VTx8MBAK0tbXp52Rpo5cv3b6dr758gBfOvMO9N6zMe7x2zgpVTWiw2Wx5pGxkZITHH3/8fbFJWSVh70H4/X7MFomPfqqPdFpkfMTByJCDkUGRk911dJ9oyidlrRH6B0TqK8iDKUrpPFghRCNGwqEa1qwtbydNECCVNAAiL730Ej09PUV3znJJmbbwvJ55sELo6uqqqB8smUzS0NZGwlPLWFMrE5kMtngMezyGMRzCk0PKpg1GcHtIms3XPw9WALZsP1jZ0/cEAZOcIq0IjHg6AdU2aEup3V5zSJlNJWVCeDqvH2xelJEHmw2tHyztKP+cGeUUogAzjgbiZhczcgZLtqfMGAtSU4CUCbK6GKksDxYrnQcrACVSYT8YYJGSbFxXzYNVUcVsxONxxsbGuO2229i9ezdTU1P6vaPn6hniF3dx5tCzOJ2v6otLq9W64DxYpccYjUZaW+dXM0AlZU899RQul4tvfvObmM1m3X3R1dU1h5RpaoBvgXmw3G6t+bCQfjC3W53M+4lPfIL6+nomJiZ09SKXlLlcLn0d0N/fr9szZ2MkHOHyxCT3rcsfapE7fXA+PHv2It19g3zWJrKoAlUzJWUIh0KMGB383Zd+B6so5FXd5E7GbGtro6urC6fTSSqV4u2Qgf/ro3fTUmQaYi6eeG4fAA/dfQtuR3n3FVUJFukNSvRPBOlsKL1ZJwgCk5OT1NfX89BDD6EoCg/9v/9EkynDqlYPly9f5vTp0wD6UJWuri6uXr1acR5saGiI3bvzyeRv7NzEaxd7+OOn9zAwHeQ3d2/WbZAjIyMkk8mK/s40+2KVhFXxb4IrPUdoalHzYGazTFtnmLbOMADp1AhjI3ZGhpx5pAwUbPYYx48209IWoakpVpKQTU5aK8qDgWpFBGitwL44NOQEZD0PVsrOsGTJEp2UZTIZbr/9dv2mMzU1VfJ5fBXmwUwmE+3t7Rw+fLjs93KtH0xdtMsGA1Gni6jTBQ1NKilLxLDHYhiypEy7dJmmJ/HKMjFrGfbFRAwZSJSbB8seE6OybJMhEmY6J9uUNlpJG62EqIMaBVMmiTUVw5aOYYmHcCWCIEJaETBEhkgY7SRMdiTRVFSxWkgezJLJ9oNVcIxV0hS67GcjGohbXMQtLnA2ESxIytTNCMd4AMGVHfRhtulKWSGIC8nQIRGuZGJjtR+siiqKIlc5EQQBr9eL1+tl06ZNvDPyJKPjbzM50sL06BJ6eoO8/fbb+rFnzpwhGo3i8/nwer0lF5eBQKCiPJh2TLFsUyFo/WBaHiyVSnHlyhWuXLkCgNlspqOjQ79H7ty5U1/gtra2cvvtt+tKWanNxErzYLCwfjBNoauvr9enLTY0NLBlyxYURWFyclInMVevXuXs2bMAGAwGnn32WV2NqaurQxAEDvaqz71r0bVroaZqrl+/vqzX9O1Db7GhoY70eKCia+o3X9iLAHz85u147Oq9uBxrKcCNTvDGJrh69eqcISy56O4Z5J0rPXTZjdy9fWPBxxRCIBCgobkZeTLCW1cG5iVhsiwTCARYt24doJKy9SsW89TRt/mbL92HyWBgfHxcfy+5pMzv9/Ozn/1M/w7mKmWzkZsHy4XRIPKNRz7Onz27j6+9cohXzl/hL+67kxXNDQvOatpstl/5PBhUSdh7DqFQiHDIwoq1hcfOmswybZ0R2jpVBSudGuHCWS+njrdgMkmcOtnAye4mBEHG2zBJe7tMa2uEpuZ8UjY8qBKqSvJgQ0NOTOYUdd542cdcvJDBahsteoMoRMq++MUvEo1G80hZKBTKsy/mkrKF5MHa29vfRT9Y4d032WAg6nARdVwjZS3Dg9jiURSgbnoCL1mlTDQiuN3ErI65pCw4Q1CsQDmZnQcrA4aMhFPIkCqmNgmCTsrCWVLmTMzQEB4hY7RiToRwCqpSFpdVpawQKbseebByIMdmSip0c0hZRqJl6jKK0YxRylATVklZRoEZjIhOD3FzPim7LnmwMmDLjsB/P+zyVVHF9UYptWlp47docXcT6zxLLH2OWPJ1pqamOL7vgyTidvx9J/XKErvdSGdXG4sXrWbRosV5pExRFPwVToUrp+tqNoaGhkqqTalUip6eHnp6egCVlN16663s2LGDZDLJjh072L17N5lMhqGhoTz7Yu49t6ura8F5sGi0/DWCz1e8H0wQBOrr66mvr2fz5s0oisLQ0BDf/va3qauro7e3VydlLpeLrq4ujs6E6bKaWV5/7T6lTR8s5/ron5zm0tgEX1qziMnxQNnX1LMDI5w8f4FlBoF7t28t+JjZ1tJoLM6ff/XvMEgp2r1uDh48wIED6hCW2fZFs9lMLJni//7BHm6wyCxbsrTi6YO7du2iLnCZt670c9/24lY+KHzOti7p4AcHTnG2b4RNi9tpbGyksbGRrVu3oigK+/fv57XXXqO1tZUrV66UZS31+/1FVU2P3cpXf+0e7j63nD9/9lUeeOyH/NatN1Ez1JuXBysHgUCgor/N9zKqJOw9Bu1i3FzmgA2TWUaSDAiCzD2f7AcFxkbtjA45GR4QOX2ygVO5pKxNprUtwsCAE5crXFEebGjQRHPzWME8WCGk0yKJeFNF/WCiKGI2m3n++ec5c+YM9fX1+sVr8eLF+u5XLikzm1X153rmwYodU0k/mGwwoCQTjBtMhHxLmZQz2OJxbIkoYihE7fQkXiaRgaksKYtbbHhkiWBN+Qv9efNgBWCttB9MEDBmJBQFxpwdKIiY5BQWKYpVis0lZVYXCZMdWzpCXBYqzoPNlMiDzYEi4xYkIvbyz5lByWASYNzuJWLz6PZFWyqGMRaiJjJBrQBylpQJTg+axnpd82AFj4kiiUZqa8uvQaiiin8v8JeYpGcQXdTYbqHGdm3IQ6pxmv3PfYNVa2xs3DnE+MRFhgbiTAw34g8EuXhBVVusNomWNpH2zlpqa1uyebCOsl+Xdi9ZiOWxXLUplUrhcDiIRCI8/vjjulKmLYg1UibLch4pW7RoEQMDA3rVynwoJw82G1o/WLmKhiAIOsH78Ic/TFdXl66UaQ4YRyTCbuDRRx/V1wFaL1o553nvRVVRrMukiJfZdZVMS/y3p/aw0qDQ3lZ6CEcuvru/G6OUpHXRUn77sw+TTCbz7Iu5kzHb2toYjIMYGcfiyLB0yeKyngOuqU2LFi1iy7I4xy73F8yF5aJQ7m7z4nYEAY71DLBpcT5pEgSB6elpbDYbjzzyCIBuLfX7/XPyftr3r6enJy8PVgh3rlnGFl87f/H8a3x93yHuN0dZtmJl0cfPRjAYZHp6mptumjt851cRVRL2HoOWB6utoB9seFCgrn5KV7raOiK0dUTgJkinRxjX7YsCp081cOqkal+0WJMcO9JMS2uU5pZoSftiNGIkFKph9dpw2a9rdFTtB6vUzgDXLhoTExNMTEzoKpdGyrq6uli0aJFOyhRFYfv27frFe74CS5/PV1EeTOsHS7or7AeTMySydhZZNBB1OIk6nOBtYkrOYI3HsSdiiKEgnulJtP0+YziIVxBUpcxS2r5YcR4MdaGfVirtB5shJBhRBFVtShsspA0WIpY6sCt5pMyUDOFMqaQsI0BdfIikwU7CaCcjFLcvLiQPZpHiGIQK+8HS+f1geUqZqymPlImxEO4c+6J9YgC7y0PCbCcxj31RiQQJYahI1bSmYtxY7Qerooo5iMfjRfvBimF0JIKUzrBq+YdZVL+KRfUgr0iRSF8hlnybsYlL9PdNMjwgMTxkp/dKEFCvXW+d/g4jwX+gvbOO5qal2M2rsJlWYDI0Iwj5f9OaQtfW1lb2a/vmN79JTU3NgvvBZitlJpMpz764fft2du3ahaIohEIhPvjBD+L3++nr6yt571tIHky7d1dKQrVJerOVsrPDI3z2u9/nd9atxJNK4vf7dWupKKo5c23xX8xa+vKFK6xtbWJsaEi3r5aCoij8+XOv0j8+yRazxJLFi8p6H6f8Qzz52mE+YINbNqvDxywWC0uXLmXp0qUAeaTs3DuXkMbH2Zzdz+vu7iYcDuPzqR1y2sbyfOfspuUR9py8hH9smkVNxTch/dnpg07ntVH5bruVla2NHOvp57fumFt4rGUPtXM221qam/fLtZaazWaefvrpOdbSXNQ6bHzlwQ+zq93L6Vde4kfn/YRePcwXb96K2Vj6XrmQrOZ7GVUS9h7DlZ4jNLZU0g8mMDXuZc2GwlOSTCaZ1o4IrR1Z+2J6hKuXajm6vx2TOaWTMkGQqaufoqM9U5CULSQPploeK1ebpqenCQaDBX8+m5R5vV4+97nPIctyHikLh8N59sVcUraQPFhDQ4OaBytzvDHk9IMVGbAhiwZiDicxhxO8jUzKGZrGR3BFQmQAT3CSuqCqlM0IRqhxE7eqpb65pMy2gDyYOCsPNh8ERcYjSoStRS70gjCHlNnSERpjA0gGK6ZUCIcYhCQkMiIZi5OkwTGHlL2bPFiykmPSMeKKqFonC6AQKWscV3dVRcCdY18MYoQCpEzNg6UrzoMZq3mwKqooCG1zrtL8yOxjRMGM3bwau3k19S5YnV1ry7LM5GSAn/38OcZGZ4gG2+g+CN0HwWztx9t8jPrmEbwtY9TV2bGYWjEb2jAbO+i5KtPW3qh3S80HLQ+2ELVp//79BX+eTqe5evUqV69eBdR73bZt27j99ttJJBI6KZutlPX395NMJvXfs5A8WFdXF9FotOj0wULw+/155ci5OOjvIywa+PgHPoDXYdcX/o8//jhut5tAIKCTMqfTqS/6NVI2EopwZmiEL2/fyMShy2V1Xf3w6Gme7j7Hb65fQuTCqbIW+tFEij/60UssdhhBLv7d1EhZa0cXjx7qwyC2cV+XmcGBfkwmE4cOHeLAgQOIokhra6v+XmaTMr/fr6tNm5eqClZ3z2BRElZq+uBNS1VL4kw0jsdxLYM+MzPDzMwM27bNJWdAwbxfd3c3zz//PC0tLXmkTBvCUoiUNQrqcKx1K5bzjVeP8Mr5Hv7y/jtZ1VI86/V+yoNBlYS9p6DnwdaUVnFyMT6i9oM1lWtfNCnIGfUP4I6PDmGxSIyPOBgdcuQpZRop0zJl/f0LzYONVaQ2dXV16T1d5SCVSuF0OtmzZw+HDx/G6/XqFy+fz6cHUXNJmSRJ7yIPVgEJ0/rBLOWpTYpoIB2LMSMamehcptoXE3FsyRiEgoVJmcWOORYmaXeX/boM2WxTRWpTWu0HK5voCAIGRbW6TpnbyFhMGJUUlkwMiyGKKRXGIYZUUiaLZMxOkgY75kwMSWEBebDK1CZjMtsPVi4JRcEuyEw6Gwg665mWM/rQEjES0kmZZl/E5UYWDNU8WBVVXEcsRG0KBAI0NjaW1Q8miiL19T4iYYmVK1dz//33MzMzg9/vp7f3En5/LcN+1Tpmtck0tITxNg/i8BxifOzDrNi4n7OD/4jdvA6H5Qbs5vXYzesxGeba4IaHhxesNpV7TDqdxmazIUkS3/rWtxAEIc++mEvKhoeH8+yLC8mDbdmypWwFX5tmfPPNNxf8+f6rAVY3NeJ1qJ+bIAikUikymQwf+MAHWL16tT4ZU3PAaHUFDocDatwsVVK0Z1JMMP819XjvAP/PL17ntpWLWeexcSyrNpWCoij85c9fY2g6xMeW1yAnTXlqUyH8/fMHGJgM8k9feoADLzzFsmXL+NSnPkUqlcqzL84mZV1dXbS1tTE0NKSfs84GDy6bhfP9o9zPuoLPV2r64Mc2r+aJN07wk8Nn+I8fvGbvq1Rt0uyLoijy8MMPYzQa84awFMr7+Xw+Ll++TF1dHf/roY9x54Ue/vSZV3jwsR8hyaoAsOf3P0dHXf7QkfdTHgyqJOw9BW3Xqamt/LHxo0NqP1hjBf1gI0NOHK4wjmwerKUjQktWKZPSo4xnM2UjgwJnT3s5fbIRUDCZUxw/1kJLS4Tmlihmc3H7YjotEo83ceBAZdMH7XZ7RTclbddJO3eTk5NMTk5y4sQJAJ2UafZFjZQpisKNN96Ix+PB7/fP27dyLQ9W2fTBSvvBcvNgimggZncSszuhtpEpOYMtGVfthxopQyXsUixMnThG3GInYbaXtC9WnAdDHc2uKJCoZMCG1g+WVbokwYIkWohSC2blGimTYxg1UoY6uMQbGyJptJMwOkpOX9TzYLYK1KZsP1ioEvtilhwlsnkwRTQQt7qIW1WlbFrOYE3HsaWiWVI2qdsXrVMjWF1x4mbHvPZFaypWzYNVUUURLGT6YF9fn95PWQ6mp6d1a5ggCNTW1lJbW8vGjRtRFEUnZdrCv/+qG1BHqIfHdzB4eQZP4zmCzr9FEBTMhjbWts29D1aaB4OF94P19/frebDZSll7e7u+ablt2zZ27tyJoihEo1HuuOMO3b6Yq5TNhsfjwePxVLR5pGWbCilHkWSKk4NDfG5rfq9brqo5ezKmoihMT0/rC/+T5y+wFYlTR9Vz/8Ybb+jvU5veqEGzIbbVuvnrT97Nj/7le/NmmwC+f+Akz5w4z3+8fQszJ/fr64ti6O4Z4IdvnuLXb97Aknonz+eoTWazmSVLlrBkyRKAPFIWCAQ4fPgwcpacnD9/nkwmg8/nY21bPef6Ros+ZyElWMOy5np2r/TxgwMn+czNN2Izq+83EAhUrDZpqqZ2zmYPYZmd99NUTJPJxFNPPUVXVxf//Mi9PH74DM+eVofniLPulVoebOvWwsNSfhVRJWHvIfj9fsxmidq68vNgQ4NiXh5sPigKjAxZ6VxceIfLaFJoaY/S0q7+XEqPMhBwceCVLszmtE7KBEGmtn6KjjaZlta5pEzLg/1b7vJpx5TqB5tNyurq6nj44Yex2Wy0t7ezerV684xEInn2xdybnCAILF6xkqSnkjyYpObB6iroB0tmJ+kVsS8qooGYzUnMppEymfrpUTzhGSQE3JFJaiOqUhbECE53QVJmS2WnDy4kD1ZJP1gyQtpURG0qQMrMcpzGZICMwYIpEcaZJWUJWSRjdarTF2eRsoXlwTRCVVlJs6RQtB9MEQ3ELU7iFqdOyupGe7AiIwA14Ulqhclrgz5cbrUM25Tz2SgKtlSUjWtWv292+aqo4nphodMH0+l0xTklKLxonU3KQLVuPffcc/T29hIJWTj2pg3YjN2+m7b2Gto6bIyZxmhoaMj7u3788cepqampWG2qhLRp/WBvvPFGwZ+n02l6e3vp7e0F1AXxhg0buOeee4jH49x0003s3LlzjlI2m5Rp57dSm6ihiNp0rH+AtCyzy9c155j6+vqCapMgCNTV1VFXV4dvxUr++9sBvrBlHZm3uzGZTPT393P+/HlAVcpy7YsXpiJcGZvkr+6/CyMKw8PDc7quZuOVs1f4m+fe4I51S/nE2kV85+i+kt+zeCrN//rhXtq8NXz53l1cuqCqdsWOKUTKnnnmGc6fP4/VauXw4cMcPHiQFgQsksiel19myeLFdHR0YLFcK7YOBAIlpw/+5m1b+I3HnuTnx8/x6zs36Od5If1gu3btKvjzQpMxL1y4wJNPPklTU1MeKWtwOtlmSDCuGLFkUnlDR+Yr9v5VRJWEvYdwuecwja2JCqYPqnmw1TeUvys2PWklnbLQ1DpW1uONJgVFUf8Abr5rGLcnmaOUwdkzXk6fypIy7zTt7RlaWyN6P9j1zIMVO6avr0/fIZoP4XAYt9vNkSNHeOWVV9QLdo59UfNN55KycDiM1bDAPFgl9sV4dpJemSXNiihiyGSIITLRupxJWVYtcqkYSiSIpwgpEyOVd125RYlIsTxYAZjkFGZRIVKuciYIGBR1p3bK1kLKYMUop7BKMSyZGMZEGG8uKbM4SZjsmKSkmgercChHqTxYwZcXCzFNCUWuwPtxkiHsqGOqJlcpiyFEgrhnkzKnm7TRhFHOvK9uMFVUcb2wkAVYKUJV6hiHw1F2tsnj8RCPx+nq6uKzn/2srpRpu/6XL43y+r7HsNlsuiujs7NzwXmwAwcOlH1MZ2cnoihWZF/U8kdPPPEEyWQyTymbTco0VWPx4sVEo9Gypg9qCAQCecpJLk4NDmMURW5sv1ZDoGWbyukHe/r0eWTg1mWLeP74QW699Va2bNmiK2Xa69ZIWUY0cJvFRGMyzNmzZwt2XeWid2yKP/rRi6zvaOGvfv1DdB8/BpT+bn79+YP0Tczwrd/9JHaLqWK1yWw2EwwG6ezs5HOf+xypVIqBgQFeO9rNxLmLHD16lCOHDyMIgm5f7Orqwu/3l1ToNi1q44auFr77xgk+uW0d0XC4ZB6sEPr7++c9Z7kQBEFf5z3wwAO4XC7dWvrOlR7GL1ykS5T4xje+gcPh0L9/V69exWKx0NTUVPZre6+jSsLeIwiFQoSDFowGmQtnvTS3RvHUlR7QoeXByh1nDzA6rNqpmlrK330bHXJgNKWo9aoEMV8pG2NizK5mygYE3j7j5cwp1b4oCBK33HJLWXaGheTBnE4n9fX1dHd3l32MFgLWbuhTU1NMTU3pv0MjZZp9MTfM6gqHEGWZmM1BymwuuSC3x6MV5cEAlOAMMwvoB0vZ1H4wRRSJW53ErU6oaWSmCClDAKMC5sgYCZOdhMlWUuGypFW1qZLBFxZJ/X4kxQqOkWPX+sEEAclgIWKwEKEWbApGWbUvWqUYhmQEb1olZTJQFx251lNmKPHZLCAPJsrZDJ2zgn6wdEJV6LJqW75S1sjMbFIWmUTMvpwqCauiirnw+/0IgsD58+d10mOzlS601/JgDkd5tRKKohAIBHQrYjlIJBIMDw/rCp3H42HDhg26BXK2ffHChQuAuqhubW3lpptuwu/3MzY2ppf9FsJCnSKSJFXcDzY+Pq4rdBqhBDAajXmkbOvWrezYsQNFUbDZbOzdu1df/Futxe992jkrpjYlJAmL0Yglx3Zabj9YIi3x3cMn2Lm4E0M0rL+nXKXsxhtv1K2lh06d4aevH2SJDV7e85L+e44dO8b4+Dg+ny9PxUxnMvzRj17CYjLy6GfuxWoyllToAN66MsD33zjJg7tuYOuyDv28vhu1yWw2s3jxYqyeer52pJ//dsfNbO2o1b9rR44c4dAhtR7o6tWr7N27F5/PR2dnZ55SJggCX7htC1964ln2nL5EhyGln7Ny4S/RD1bqmLq6Ompq1PWLZi3N1Dbyv88O8OXdm9hS78zL+wmCwLJly95XTpEqCXuPQCMFsTgcP6iGjs2WJM2tCZpaIwVJ2ehw5Xmw0SEnDlcEh6v8frCRQRP1zeMFFTqjSaG5LUpzW5QbtoAkjTE66OC1F7uYmYmVbWdoaGioOA+20JtSqX6w2aSstraWBx54gIbmZsR4nKZYllwIAkmHk7jNXpCUGcKV58FqZYlQRf1gKSwoBIuMpi9EyjyRCeoik6QVgZroJJ6sGhNSVKWsEClbaB4soeXBykUyVLwfLEvKJIOFqDlLyjJJmiO9SAYzxkSEeiGrlCkCksWVfS/5pOzd5MEqy9BF1XNW5JhCpKx5egCTlKzmwaqoogD8fj8Wi4Xu7m6OHVOVh6amJp0QzCZlC82DhUKhipSz+RS6QqRs7969nD9/HqfTyYc+9CEAYrGYvuAsRMp8Ph/RaJTx8fGyX5vP51tQP5jWATUbkiTNIWUrV67kk5/8JHa7nWPHjulTh1taWnTL32xSpuXBip0zSZYxivn3gXJVzZ+efJuJaIxHd91E4PQJ7EX6wTRr6ZsTMc4aavjbL/8mcjLB9773PdLpNENDQznF3nb9vRwanOHcwAiPfvojNLqdJacPAgxOBvmDJ16go97Nf/6oSjpLTR98/PnDNHic3LcrX70qds5aal3UOm283T/Or92yicWL1cEx6XSaPXv2cOKEeg40UiYIAi0tLfrfTWdnJ7esWsySpjq+89pxfmOpu+I8WCAQoK2treRo/VzIskwgEGDNmjVzfrbZ186zX/4sSxvVKIeW9+vr6+OJJ55g0aJFZb+uXwVUSdh7BH6/H5M5w0ce8ROLmhgfsjM2ZGd8yERfr0rKTJYkLTmkbKhfpLZ+ClOJARm50PJeA+WgAAAgAElEQVRgHYvKV8FiUSORUA3LV5d3jNGoIBoUQOS5557Tw5qF7AwjIyP6BV2zflQaUi6VByuErq4uhoeHS6pyuZiZmaG2qZmYx8NIUwumdBpbPIY9FsMUidAUUXfakoJAyuEkZrOTNFsWnAcrNs6+EGwJ9TMplxwooohBlpEUgan6ZUyjYEnHsUpR5GgQzxxSVkPC5EAJTxMSDNcvD1YAoiLhNGSQyi1cFgQMZBAFmHY0Ejc5McpprOko1nQMYzJCfUolZckcUibK6mKk0gyZmgcrveueCzlcWT+YIoiYMkk2rq3mwaqoYja0frBbb72VnTt3Mjg4qO/4nzhxgqNHjwIqKdMWyyaTacF5sEqPMRgMZU9s9Hg8PPPMM7jdbv7hH/4Bt9udRyRXrVoFzCVlPt+1frByoOXB3nzzzbKPaWlpwWKxlP08kiTpQ1IefPBB6urqGBgY0D+b48ePc+TIEf1355b6FsuDAWRkGeOsa2cgECipNoFK3r596C1u7GhlS1cbX3vmqZJq00gwzItnL/HQthtw220kDSLBYJDdu3dz6623FlUxP+k2Mn3xJEfjUzgcjqLTB0OxBL/7+M9JSRm+nbUhau8F5n7PXjt1hcdfUM/XbBKmqU0dHfkF4oIgsHVZB4ffCSDLCmKWvJpMJsLhMF6vly984Quk02n9s/H7/Rw9ejSPlN3V5OTpc/1ckMdYVIFCl0qlGBwcLJoHK4TR0VGSyWRBQi2Kgk7Act+jZl98vzlFqiTsPYJLPYepb0khiOBwpXGsCOJboX7pomGVlKnE7BopAwWXO8mFM16aWqPUekvbF2emrKSS5efBAMY0+2IF/WCj2TyYNpGpXDuDJEls3bpVV8oSidIDSnwV5sG059Zu2OWgoaEBm0FkxmZXu7DMZtJmMyG3RyUbUhpbLIY9HsMUvkbKAByxCIooELPaSZkt89gXK8uDQU4/mKF8tUmMhphWVLVJQSBhdqgT/+yNhBUZixTHmtZI2RQeYQpFhJQi4ImPkjA6SBptemFzIVScByO3H6w82xCAJbcfTBCQDGYiBjMRay04lTmkzJslZYoCtdExEiYHCbOddCn7IiBWmgdTZGpJE6mkHyxT7Qeroopi0JwLPp8Po9GoW95AJQK5nVe5ShlAT0+Pbnefb0x9IBCoKA+mHVPpxMbOzk5Onz4NqBPfTp8+rf+/2+3OGxqhkTJQyei2bdvw+/2Mjo6WtC9WmgeDhbtLtDyYIAj66wb1sxkYGNBJTC4pM5lMvPrqq/pnmadizlLCNOVkvumDl8cmGA6F+f3bdxIMBufNNn3/8EkUFD69XR2ykjuxcfYQllgyxUNffQJnJsHHVrUxNDCgkzKA06dPE41G8fl8NDY2ks5k+C/feY7+iSD/+Nv3sbj5GrHwF+i6mo7E+Ysf7tP/PxRNUOO4ph6WytDtXr2IPScv8c7gGKs6mvLOmaY2mUwmFi1apCtJuaQsEAgwGuhhty1DMqYOtHn55Zd1payUtXQ+VbMQFrrZYbVa31d5MKiSsPcEwuEwkaCFJatnCv58Likz0nOulndO15NKKRw/dE0pa25J0NwaKUjKRobeRR6svvx+sEsXJMzWsYJqUzFS9tBDD5FMJvNImWZfDAQCBAKBPFL2bvJgC7kpxQvdvAWBtMlM2p0lZU0qKWsaGcYWj0MyQWNCJRdJQSBlz9oXC5AyJThDcKF5sDLJwbV+sMLkQBFElZiYrpEyZ2Iab2yMtCziSkzhFqZQFAjJRrDXZMfI2/NI2cLzYJX1g2ViQcJCEbWpECnLpGiauQoGE8ZElPpkVsVUBNJWZ0FStpA8mDWbB6u0AgDef7t8VVRxPeAv0Q9mNBr1QRc333wzmUyGwcFBnnnmGcLhMGfOnNHvE42NjXmqUy4pUxSl4pzOfF1XhTA8PFxSbQoGg5w5c0a3BNbU1HDzzTezefNmbDYbd999N6ASslylbDYp6+rq0klQufDNyoOVe8zmzZsLnjOj0aif71tuuQVJkujt7eWHP/whdrudt956Sydlzc3NOvmUUikMOfmHcvNgF0ZUq+a61uZ5F/qRRJJ/PX6WO9cso61W7dkspjYB/M1zb9AzHeWJ//QAmxarCt7MzAw//vGPmZmZYWJigitXrgBgs9mICFamx2P80b23smlJ/vd29vdMURT+6kf7CMUS/NcHbuErT77B24ERdqxWX/t80wd3rFQ3JA5c8OskTFObir3/QqTs7//lJ4T7ezBZrLq1VBAEmpub8+yLuaTseuTBysH7rR9MQ5WEvQegXSwaWsrLdjlcEqIIgiBz56/1kU6KjA87mBiyMz5kpN+fJWXmFM2tcZpaozS3RhgZdOJwVpYHGy6RBysEKS2QSjRx8MCR8h4vScRiMcxmMy+88ALnzp2jra2toFKWa1/Uds2uZx6s2DFhKUPaWIbalCVlmWSKMaOJkG8pxnQKezyGLR7DFAnTGM2xL2ZJWdxiu+55sELQu67KVJsUQURUZBQFZtxLmEHAnIljycSQYzO4i5Ayazq6wDxYZWqTR0yX3w8mCAgCmASYsNcTsbizSlkMazqGIREuQMrsqmzG9c2DFYIt2w9WV1f+d6CKKv69QLO1l6M2adbAcDjMhg0buOuuuxgcHNQJy8mTJ3WlrLGxUV/4u91uQqFQRRsh70YFKNd6HwqFMBqNRKNRHn30UWpqavKI5MqVK4G5pMx3nfNghVBpP1ju5/exj32Mjo6OgtZSK7DFaOKll17C5/PpkYP5nuf8yBh2k4nOWjfPHyg9ffDp7nNEkik+t2uT/m/F1KZ9b1/hp0ff5jdv26wTMFAJ8szMDGvXruXee+/V7YsvHTxOYnSYGxwK5/bv4epbb+qKn9frnaPQvfzWJV7pvsyXPr6Tj+1Yy//30zc4c3VYJ2HzTR/01jhY3dHIgfO9fPFOtXS5UrXJZDLR6rJyVgFx6Qb+8LbNeZ9Nsbxfb29vxXmwvr6+PIV3PoRCIaamptiyZUvZx/yqoErC3gPQ8mAeb/n9YMODUOOdwWSWMZllulxBuparSlksbGRi2M74kCNLyrQxrwp2Z5oLp700tamDPkqRq1jUSCRYw/JV5e+KTYzZQVlYP1ggEECSJF35euONN/TdT+2ms3nzZrZv346iKMiyzPr163G5XPT19RGPl1brfD5fRXkwgEUrVpKq9ZSvNkkSNXKGZK1qPZBMZkImM6EaDzSRR8qMOaQM1BJld2iKuNVOylTavlhpHgzAlowtoB9MVZs0pStpdJA0OsDSQFSRi5IyCQF3eoykaCdpsJe0L1acBwMsmcTC+8FMs+2Lnhz74lxSpijgjk6RSCeImx2kjaXti5XmwVAUrNV+sCqqKAitH+yWW24p+5jh4WE9D2YwGHSlbPfu3WQymTz74qlTpzh+/Lh+bF9fn94jNd9URS0PVokK8I//+I94PJ6K1SbtnhoKheYoZbn2RY2UaQW527dvx+/3MzIyUtK+WGkeDK4NyaiUhGrnrJC1dHBwkMde2ktmajIv72cwGDhw4ID++ELW0osj46xoqseQtWH6fIWnXMqywo+OnmZDRwtr25qB4mpTz+gkf/zjPaxpb+J37tye97ORkZE8tcnj8eBPmPjRpQif2LadL9+9mb6+Pp3IaIM+AC5evIiiKLi9jfzVj19h3aIWPv3BzRgNIkta6znbO5x3zuZTm3as9PHdfceJJJI4rRZdbSrWD1YIY8NDpK0uXjz1Dr91x7aC1tJCeT+Hw8GePXt0pazU1NLR0VESicSCNi7ej3b9Kgl7D+BSz2Hqm9U8WDmQ0gLBiTqWrZsq+HO7S6LTFaJzuZqBiUWM9F1yc/54I5Ikc+KwSsqM5pQ6fbElUpCUaXmwxoryYA4W0g+mTQuajdmkTNvlfPDBBxEEgU2bNrFt27Y8pUx7fC4pe9d5sDKh9YPFixxTiJQ1jo+q+bFkisbkKAApskqZNWtfnEXKbIkY8XeRBysHgiLjNqSJmYvbF2eTMls6hDc5TCojYE9P4cqSsrBkQLC5C5Kya3mwykbg63mwMmFNx0gU6wcrQsq8U1cRAEMh+6LZPpeUVfNgVVRxXZGbB5uNSOoyCgp2YxcG8drY7VKLNoPBQEdHBx0dHXmk7Be/+AVjY2O8884714pjGxryVKfZpKwShQ5UFWChatPBgwcL/jwUCnH27FnOnj0LgMvlYtu2bezcuROTycRdd90FqNbJXKVsNinL3QwtF76cPFi58Pv9tLW1Fcw2aaQs2tjMFYOJ537jYQYGBvj+97+P3W4vOoRFy5RdGB3nI+tWlpw+CHDkah+ByRl+67ZrPy+mav7VM69jNhr4289+BPOsz3n29+zoO338+U9eYduKTv77pz6AyWCgtraWG264AVCtpk8//TSDg4MEg0H27NkDwE6nwJImF28dP4bP52Odr5lXui/rgza0c1ZKbdq6vINv7z3GiSuD7F7tKzp9sBiCwSDT09MsWbmeX7zl58LgGKvbr+Wvcq2loK7Njh07xt69e3E6nXmkbLZ9MZeUVfNg+aiSsF8ytDzY4lWF82CFMDlqQ5FF6lvLsy/anZI+QfHWTwyCAJPDdiaGbYwPGhnwXyNldU0TtLcLNLVGGBl0YDSlqaskD3ZewmwdL1tt0gLTly9fLuvxmUyGqSl1ItHevXs5cuRIUaVsdHRUv+HIsnx982BFYIvFSAOJMvvBJJOZRCKBJBoZ71yGUUpjS0SxJWIYo2EaYurCXyVlDuJWBzGLDXMsTMrmvm55sEIwS2o/WLnkSBFEBNSbetjuY0YwYlYSWOQYmfQMNUVImSUTIaNAylD+9MGSebCCL07BkAwjWV3lnTNBQBZEbILClKOBoN2rKmUpVSkzxq8pZSlFIJUlZRlBrObBqqjiOqKY2iQrKY4MfgKFDCBgNTRjM3VgN3Zy4YqDWq+NjDGAJHdiFItP1NN+dywWY+XKldx3330MDQ3phCVXKWtoaNAX/s3Nzdc9D1YI2nWh3GPCYfW6JEkSf//3f59XEu3z+VixYgUwl5R1dXUxPj5OJFJ+76h2z62k66pUP5iGjCxjFESMRiNms5lMJsOdd97JqlWr8ixyuUNYar1eViTCtCtpLl26pL++QvjJsTN47FbuWrNM/7dCebArIxMcudzH731oJy2euYpSIBDA6/XicrmYCEX5w3/+Bb6mWr7yuXsxGebem9xuN+FwmGXLlvHggw/y5KvH+ZfnXuW2FY1EgjM6KTMYTayyKPxi76usW7mUwcHBec/ZhkWtWEwGjl7qY7nXVjIPVgga+f7A1ht57GQfL5y8mEfCZsNoNBKPxxFFkc9//vOIopj32RTL+129epXa2toF5cHEcnMxv0KokrBfMrQvfmOZhApgPNsP5m0unxyND9mxOqPYXao/3L4sRMcyVSmLR4xMDNuyFkYX3f3axUbBbE1w8Ww9Ta0Rvay5GCRJIJloLjsPBupNzeFwLMgC4ff79S6Yvr4+3nzzTV0p00iZppSBas9Yvnw5BoNhjlJWCL5K8mBZGMJhpgzlZ5tm94NJRhNhp4ew0wP1ZElZDFsimiVlOTfIdAJ3ZIq4xU7KWNq+qC30kxVMH7Sms9MHK+kHy0RJZLJ5MEEgJdhJiXaoqSemyEVJmaSAJzFWcNDHHFSaBwOMcgqroDCxEPuiOce+aDMTsXmgBoyZlE7KDPF8+6IrPoMxkyZutpOe57Op5sGqqKI4ik0fFAUz29ueJZR6m1i6n3g6QEzqZyTyGiODt9K4xM/Roe8CYBLrsJs6cJiW4jD5MIo1GEUXJkMNRrGGSFBVlDq72vOUsl27dpHJZPI6Lk+fPs1bb72lv46RkRHOnTtHV1dXyfHpcI1IVUrC3k0/WDgcnqOU5doXNVKmKArBYJAdO3boSlmpycMej4fa2tqKFvq50wdLYToex2lRlc1ctSnXWgrkWUtPnDvPElIMvnWUQdQN3u7ubt2+qKmYo6EIr17s4Td2bsJiuvad0rquNIUuI8v82dP7cFkt3L91bgdY7vRBRVH4kx/tJZZK8U+/8QAum2XO4+Ga2rR161aGJoN87bljrOxYzO/9h08iiuoY9kAgwNnz7xA8d5ETRw5w4sgBAHp7ezl8+DA+n4+mpqY5hMRiMrJxURtHL/Wxu8Win7NyoalNS32d3LxyES+eeoffv2d33oCUQsfkKnSFrKWz836gDi7R8n7zla5rebDNmzeX/V5+lVAlYb9k+P1+jBXmwUZy8mDlQFFgfMhCS1fh57A5JTqWhelYpi4i41Ejw34HZw42oygi3YdbADCa0tQ2T9DRpo6sr62P55GyidGF58EqPUbbUZuNQqSstbWV++67D5vNxoYNG/Rw58jIiL4TGAgEiMXyifDilatIeRaQB/NWMEkv2w8WLzKaXiVlbsJOt07KvNNj1ERDZKQ09aFr9sW01UHcbCduccwhZWoeDJLvIg82/wEKhlSEjKmI2iSIc0iZVY7iTQ+SlkUcySlqUiopi8gGFJubpFG1L+YqXu8uD1YZCc0okDQWvkEUImWecT8WQUZIxKhPqoQ5lbUvxs12EuZZhFlRsKZibFi9spoHq6KKWUgkEgwPDxfNgznMi3GYF+f928DAAPul77B51Wdob/w0sXQfcamfWDrAeGwfQ/Jc18no5UXATYyY/jP7/GlMogubsQOHaREO8xJstZ1saOxk+44toBgZHh5m79699PX10dvbyzvvvANAfX19nuo0m5Q99thjC8qDVWIRtFgstLS0FO0HC4fDvP3227rl0ul0snHjRm6//XZEUeTOO+8E1HOv5ZkKkTJtsV3pQr/Y9EENiqJwaXySe1av0I/R1KbZyCXM3ZKBp8diPPPpT/DUv/4EURQLDmG5EE5hUjJ8asu1cfeF8mA/OHCK7t4h/uLBO6lzzr3X5E4f/KdXjrP/fC9/cN+teaPoC71/gMbmVn7vG88gAH/ymTv1bi+328369etZu3Yd3/yvj/HBG7pYYgpy+fJlotEoL7/8MqB+xrlEWiNlW5d38LXnD3L5iljx9EFNDRUEgQ9vXMGr53o4crmPnSt8BR+fSqUYGhpix44dBX9eKO939uxZnn32WZxO5xxrqfZ3MzvvN18Z+q86qiTsl4xLPYdoqDAPNjNex9J102U/R2jKQjppob61cIZsNmwOCbNVvdju+NAIVkdatS8O2RkfcupKmdGUprZpgo52lZSNDF7fPFipY8rtB9N2MV0uF8eOHWPfvn20trbqF6+NGzdy003qNKFc+2IkElHzYJVYEfU8WPkLfVu2Hyxe5pRDyWhCUBTiiAw3L8cgS9iSMWypqKrGJNSFfxqBVA4pE6NBppUKFLp58mCFYJRTWESF6XJH0+d86cOuDiZFK+ZMAmsmSiYWxD2HlNWQNDow5/aDlYmSebBiiIcqOmeSaMQuZIjYa5lyNRdVynJJmWQwYpSl9+0Npooq3g0WsgDTFrorl+6ck+FSFIWMEkOSw0hyiHT2v3vfOovFFmRt12fJKBHS8gyxdB9jsVdJR36a8xsELIZGrMYWQvGlNLaZ+dD97YQnXYwNygz1q0MzNKWsvr5eXyxrCs5C8mCHDh0q+xitH6xc4haJRMhkMgB885vfBMgjksuXLwdUojJ7+mIsFis6fbAQSnVdaRiNRAklkyyv9+qT9NaunatEzcapgWF8DXU01NWSSCS4++672bx5s66UBQIBTp06RTqd5mNGeO7HP9TXAbIs5+XBesem+LsXD3Dr6sV8dNPqgs+nfc/6Ihm+9vxBPnTjCh66eUPJ16ipTX/9s6MExqb5+u9+grZ695zHiaLA2kXNnO2forUlRUdHB5///OcJhUJ5n4Fmu9RIWZ27Do9BzdHfsL50p1ouchU6gA+sWUK9y84/v9ldlIT19/cjy3LZf5tGo1GPqTz88MM4HI68z6ZY3u/KlSvv2zwYVEnYLxXhcJjwjAWTOUP/FRcNrTGs9kzJY7Q8WEMFwzImhtXFqrfMEfgAE0N2DKY07nrVgti+NEz7Uk0pM1wjZcNOuo9kd6gEGUFMs2nTprLsDEBFeTBQp/A0NDRw6tSpso/J7QfLZDL09/fT39/P/v37daWsECkDsMdiyKJI3GYnM0/42l5hHgyAmSBBwYBcwD9eEHo/mKo2ZQwmInY3EbsbPGDIpLGlYtiSMQzxkE7KEMBiNGKIT5Iw2dU+rhLkwiwlKsqDwbUBG5X2g2UUSIk21b5otJMy2nOmL+aSsmlqUtMoCsiAJz5OwmgnYbIjiyU+G0XBWEkeDLUfrEbIMFVBP5gl2w+WMKsLv7lKWRprKjqHlMH7d5eviireDQKBAIIgEAgE9Gu1YZ5rZSAQ0G3usyEIAkbBgVF0AOpUPEVRGBs8zZJFK1lS98CcY9KZGWJSn6qopfuISf1EYqPMTBjoWH+OyzM/BAPQCc2d0KLYWGr8PoP90/j9fs6ePcuJEycAdbFcV1fH2rVr9c2+UlioU2Qh/WATExP665mtlOWqLhopUxQFp9PJoUOH8Pl8tLS0lMzszNd1pWE0rL6GNnfNnOmDxTAUDHG4t4/f2n1T3uCH2UNYXjr7Dn/xr8/yhRuXY4iG50zGPHfuHNFYjL/ZdxKr2cSf3P/Bog4Fv9+Ps8bNnz71Jjf4WvjTh+6c183g9/uJYuX4pQH+7LN3sXVlZ9HHrlvUwj+9eJhBOcLOnTsBdRLmunXr9NLqXFIWCASYvHSJD7hBzqj5Q+2zaW5uLvnZaIRdU63MRiMP7dzI1146iH98Gl9DbcH3Mp+qWeiY2tpa3G6VeM62lubaFzUVUxAEli5d+r7Mg0GVhP1SoX3xZybNHNmnho7t7jDNbRKNLdGCpGx82A6CsqA8mMNVXl8IwNiQAU/jZMEMmM2RySNliZiBsQEH3a83EY1mdDuDtnOmXSSGh4fzSNlC8mALvSkV6wcrRMpaWlr4yEc+grepCUc4hDusZueCBgOy00XMbi9IyhaWB0tX1A9m0vrBzIXVtozBRMTmJmJzg6cFQyaNJzKJJzZNJi1RlxkDIK0ITMsmjC5PQVJmTUcXkAeLXcuDlQklGWKmmNokiAVIWYyGWD8pRcQRn6ZGUBXhsGxAsdcUJGXvKg9WwTG2bIau2DGSwUTE5tFJmSGTpjE4gDGTrubBqqiiAHp7ezGZTLz++uu8/vrrmEwmOjo6dEIwm5Rp1/n169eX/RwzMzN6FqoQTAYPboMHt+Xa77x06RIoP+LW9X9Je6ebuDRMQhoiIQ2TkIbpqluJr1Nk586dyLLM8PAwr7/+OleuXKG9vZ0lS5YAMDExoasagUBAH6qhYaF5sMHBQdLp8vpARVGkq6tLz4zNRiQS4dy5c5w7dw5QSdmqVau45557AHjllVcAMJvNdHZ26oStpaUl77Mpt1Mtme01s+YM0prP8vhkt0oYP7lxLW+98VrRfrB/PX4Wc00tj3zsIxhEUXfKPPnkk6RSKc6ePUt3dzdLgbXuGo7uf13/ruWSelmW8fsD+OMiXpeXR7/w0bx8WSF0X7jKzMwM50MWvvzx27l3W2GFTcO6RS3UGjMlz9lsUhYOh/nrx5/AFJ0imUyyd+9eQCX/nZ2d+nuZTco0hS5Xbfr45tV8fc8hnjtxgS/dPfdvIxAI0NraWnY/mKIoBAKBov1ghfJ+ly9f5ic/+YleKP1+RJWE/RLh9/sxmjLc9kiAyJSFqWEb44MSgct1XD2v7jzYasK0tEk0tMZoaIkxMghu7/R1y4MVQiJmIBZ0sWhFecdY7RlszjQg8rOf/Yzh4eGCO2fJZDLPY97W1qafh3JRKg9WDF1dXYyMjJBIzP9+MpkMAwMD1DQ0EK2pYbilBWsigT0WQ5mZwRucoTaoWidDBgOZLClLmc3XPQ9WCPZE1vJY5vS9jMGEgDr4YqxuOQZFwiKpFjlHIowjlkvKjBhdtSRMdpTwzALyYOHiebACEBUJlzHDTLmWR0EEREQBwo5W4iYnlkwcixQjE52htggpM8jqYmRBeTBTBRMbs+es3ImNGVG1Im5Ys6qaB6uiillIJBKMjo5y8803s2XLlrwNvVdffRVAJ2Xa/QbUrMpC7IuVHqOpLCaDCbPBi9tS2DIniiJtbW384he/oLa2lsceeyxvhPfatWv1oQOzSZmWByvV75ULLQ+2f//+st9Lc3NzRRMbI5EIqVQKgE9/+tM4HI48NWbfvn3AXFJ29erVspSTZNYaaTEaeSdn+mAxSLLMT0+9ze6lPto8NTyVnaQ3+5raOz7Fkav9/N4Hd+rDJgwGAw0NDYTDYXbt2kX7ijX8p6//gK0tLpbU2eZYS7XPTBENpFJJJiQnX//tj+N1Fb8fy7LC9/ed4GcvvcaGGvgP99/JnTtunOcswzpfM/VmCQShbLXJ5XJRZ7cwHBJ55FMP0+gw59kXNdeR2WzW81c+n0/Pg+USs0a3k23LOnnmxHm+ePtWrDkkM5VKMTg4WHTjohC0frByM4QGg0HfSHg/O0WqJOyXiIs9h6ltTmM0gqcxiacxyeIbQJYjhCYtTA1lSdmVOq5e0ORghZq6JP1XaqhviWFzlFa3QtNqHszbUl4eDNTx9UDZI/BBtS9qebBkMjln5yyXlN1xxx2ASnjS6TRr1qwpqJQVgq+CPBioPuSOjg49nFsOGhoasInZPJggkLDZSNhs4PUyrShFSRmANZHAGQkRt85vX6w0DwZqSXPF/WCREDOoalNGMBEzu4mZ3eBoYVpOFyRligESsogrNUnCYCctlrYvVpwHA8yyquZWlO3K5PSDCYI6uMNoB2s9UUXJI2WeHFImK1ATnyRhcsxvX4SK82AoCrVCmoh9rm2jGIyZNEZZqvaDVVFFAeQqJw6Hg9WrV7N6taoexGKxvIX/a6+9BqAvIrUccFtbW1n2RbvdXlHXVTnZplzIskxXVxdnzpxBlmWGhoYYGhri0KFDiKKok7Kurq48Uj0/il8AACAASURBVAaq5WzdunX4/f45StlsaHmw/z/cJVoeTBAE1qxZo3dSRSKRgqRMEAQsFgtHjx4tqJRpSGWVMLMolNV11Tc1w1g4yn+5beecbFMufnL8DEaDyP2b839ff38/iqLQ3tHB//jpK0gWO3/w+Yepc9p1FVMjMbmkDOCu5Y3EJ4aJOC0FJ2OOTof5n/+8h+Pv9POhRTYsiswd2zfOc3ZV1DistDkF0gZb2WqTLMskQ1OMpw0cvhjgkVtvZO3atXqmLhwO5302uVEQg8HAwYMH86yln7tlE1/81tN89YX9/PHHb8s7Z9p3ulwsdLPDYrG8b/NgUCVhvzREIhGiM2baV4Tm/EwUwdOQxNNwjZSFJy30X3TRf9FNJGjk+D5VRbLVRGhqS9PQGitIylRyVCGhGrZhMKp5sHLRcyGFwTpRsB9stp3B4XDg8/n4+Mc/TiaT0UmZppRpF4mhoaE8srWQPFhbW9uC+8FihYZyFCFljaOjWBMJbNEwrqh6owyJWfuizVHQvqgsNA9WYbbJJWaQrIXVpow4l5Q5EzN4khMIgCepkjJJFpiRVKUsabCTmkXK3nUerExIsSCRYmpTIVImxfBG+skA9vgMNQmVMOtKmWmufVHLg01XlAfLdqpV0A9mS6u5zvfzLl8VVSwUmto0ux8MwG63s2rVKt3apJGyPXv2EIlEOHjwIAcPHtQ34XLti7NH3edOhSsH5XZd5aJUP9hsUiYIAs3NzezYsYN169bR1NTE/fffD8Dk5KROCAqRsq6urnedByv3mBtvvHHOORsJh/mb/fv5/KZN3JMlT9FolCtXrvDzn/8cURR1UmYymfKUMs1aKmdVv5nJybLyYKOhbIbMU1N0oZ9IS/y8+zx3rF5KvXNu4bYoiuy7Osb5gTEe/fS9+jRETcVsa2tj586dJFNp/sd3niIzdBmPWWByeICnnroK5A9h8fl8HLk0xP/+wSukpAz/85E76DvxKo2N5X/PUqkUdlL0x2woilLWcWNjY6SSSbB7OfJOH4/cmq+4uVyuPFIWiUR48803OX78OJIkzbGW+nw+Hr5xCT88eJKdK7q4ZdVi/ZwJgqBbB8tBIBDIy4OVe8z7tR9MQ5WE/ZKgXSy8LfMTHVEEd0OS0YCaB7vloQHiYRNTw1YmBiX6r9Thv6DZFyM0tWZJWWuMiWE7VkeFebBBA56mwnmwQshIAlKikUMHy1ObotEoY2NjmEwmXnjhBS5fvpx38frgBz8IqBehXPui9sdbKaFSFKXiiY2RTIZ0ObucWVImpdKMG03M+JZgTapKWSY4jTcUxBPK2hdzSFnCYqVuoXmwSpSzZGXZpoxoAkG1sU45liCgYMnEMMsxbHIYRxFSZpGiJGTh+uXBCh4g4zGkiVrKVJsEgYxoxCQoBB3NRCweLFIcqxQjE8kqZYlZ9kWTHUFW7TDxf+MMmTUVQxINeL3FRxpXUcW/V/j9fn2o0nyw2+2sWLGCn//852zcuJHbbrst796hKWUaKdPuNw6Ho2QerBDKzTbNfi9wLQdeCoqiMDw8jCRJxGIxvvKVr+gjvH0+H2vWrGHTpk1APinT7IuV5sE6Ozv1IRzlwO12F+0Hs5tMvNLTA8BXP/xhQN081fJU999/P01NTXlqTK61tLOzE1NtLfWyhL+3F5h/k0ob5NHkcnL6dHfBSXr7L/USSiS5f9Ncy2ggEKC2oZHHX3uLD29YwR3rl815DEBayvCH33uR1y4O8clGAxvWr+Oee+7RlbJAIJA3hCUsidzocfLRD+xg+aI6Tr8yrdfjlIP+/n4EFAYiMDwVotU7P3nRvmfLli7h2e4rpCQJc4m/H6fTiSRJWK1WvvSlL+UpzH6/Xydln3AK/PQnPyG5+yZWr1iux0kqyYP5/X5WrlxZ1uNBVe0mJyf17/r7FVUS9kuC3+/HYJJxeecqR8UwNgiOuiAmq4LJmqKmIYVvPShyjPCkOUvK0vT3ePFfzC5UBRmHS6L/sov61vi89sVEzEA0WINvRfmva2rMCsrC1KZAIEA0GuX8+fOcP38eUC/ahUhZJpNBlmUWL16MIAhzlLJizzM8PFxWHkzDopUrSdfWVt4PVlunkjKrjYTVBnVegopSlJQBmNNJnNEQcUsZ0xf1PFgF2aaU2g+WMpSvNsnhGSLZPJgCxI01xKkBczMhRSpIyhRFHb3uzEyRFO2khdL2RVHJVJYHA8xaP1glhdNSDjkSBJImO0mTHWz1RBRFJ2VSJJspy5IyRQFnIsj/Ye/Nw+Q462v/T1Xve/fsm2bXSBrtsiVbsmQZ29jGGGKcYCDYJIR7uSEJDje5kJDlZru5hJuQGGKIEyAJ+xqwjTeMvGixJUu2VmvXaLpn36f3vap+f1RXzfR090z32D8n4DnPo0fSdL89XdVV/b7nPed8vwY5S9K8tH1RjgQJC4albY4aFAVrJs6W3pU82ApWsBDJZJKxsbGK1SYtD2a321m7dq2+6IvH4zopCwQCvPDCC8CcfXFqakpv1rsU6VtMoSuFL33pS1RVVVWsNvn9ft0SNzo6yuHDh3WlTLMv9vb26gtVRVEYGxtj06ZN+P1+wuFCp818NDQ0YLVaK5q7NQtaMXLktlq5d+NGvnHyJJ/cs4fGXJZLU5taWlowm8151tJYLJZHyib6+rgD6Dt5AqPRyMmTJ/OUsoXQSZjbqRPRhd+pz57vw22zsL0j/zPTsk1jJg9euzXPcpf3vGyWT/7bE7zw2lV+97ZtDL6yn/b29gKl7FTfMJ/52k+Q4yG2NDsRUxH273ua/bnXGRgYwOl00t7evmjOTTtngiAykzHwmn+sbBLm8/nYtKGH7x+5wKn+UbavXjxPFggEdBur0+ksai09ff4ir5w5y+FDBzl8SM0ber1eDh06tKi1VIOWB1vOxsUvul1/hYT9J+FC32GqGjIVqU3RKQ+tGwo94YII7tr5pGyIyIyZsSsO/Ge8JGIGXn2+CQCrK0Z9c4aaxoRqX3TmkzItD1a9zDxYuWhvb9f92wtRipTdddddGAwGbrnlFkD9Ah0cHNR3bUZGRvR+J6Duera0tOSVoF0KNTU12A0GRivoD2bPNXmOF+sPVoKU1UxNYE/EsSRiNCZUW1pEMCA7XMSt9lymLF9VsiXjFefBDPPyYGVBkfEYsySMxdUmWTAWkDJbNoQ3q1bv8uT+zsoQypgwOrxFSZlZztkXK6y+WHF/sKzWH6zIjt0CUqbaF5P4ggEElEL7okNVyhILSdlKHmwFK3hD8XrUpmL31EJSlkgk9LzS9PQ0x44d49ixY/qcoW0AFiNlmgpQSR6sUrXJ6/Xi8/k4fPhwwWOaUjaflNXX13Pttddy7bXXUlVVxT333APAzMxMnn1xISnTzlUlzaDn58GK4de2buVrJ07w9RMn+IMbbwTmzlkx5WRh3m9iNsgHvvTP3CilMBqNulJmNBrz7Ita3m88EsVjtZCOx4vmwTKSxAsXr/K2NZ2YFhAF7Tq7EErz5x+6C6+jcLMync3y+//6OAfO9vPpX3kbbcYEgxReZ/tP9/HJf3mcWo+Tv/ofH2Tb6hZkWWZsbIwnnniCsbEx+vv7uXDhAgDV1dV5m80LSZnf71eJ52SMs/5xbrtmTamPBMivPnjt6hYMosDRy4OLkrBwOMzMzExeBnE+5pMyoamLv31kHx9a30jQfxlFUQqspdrGwELC/HryYA0NDWWP+XnECgn7T4CeB+tZPGQ7H8EJC4psoKoM+6IggrsmTXDcAsD194ySzYjMjlqZHbUydNVB4IIXyJGypgw1TQmqG+N6HsxbaR7MMl2R2tTerjbhKwfaTpndbmffvn0cP34878urFCkzGo2YTKY3Lg9WAvZ4nCyQtJbRHyxHyuKpDBnRwOSq1VjSSWzJnFIWDeGJ5hb+80mZxYYpHiHzBubBisGS6w9WLjmSBSNKruly0NqBgohZjmMR41jlCI4SpMwixdQ8WAUKXTYeLJ0HKwZFwZCOkrU4yztngkDGYMYiKAQdtYRs1ZizSayZGFI0iC8e1At9RBUDst1F0uRAFgRVoauonP1KHmwFKyiF5ahNgUCAmpqaogUSFsJms7F27Vqefvpp1q5dy7ve9a48+6KmlGkVELX5pra2tuI82NjY2LLVpnLGaOpXMplEkiQ+97nPUVVVpc+P69atY9s2NRukkTJNeWrP5cGWKvgxH+0l8mAaVnk83LF6Nd85c4bfvv56TIrCyMiI3utqKdR6PaSMJsgmufPOO+nq6ipahEUjZZFwgi6rkf4S9sVX/MOEEylu6e0u+F2HT55BVmDvtk3c1NtV8LgsK3zq35/kwNl+/vi9N3Pv7s1897vfpaqqCrfbrT/vhVN9fOrLj7OmpZYvfvwe3A51LSCKIk1NTSSTSVavXs29997L2NiYfixnz57l+PHjAHmfWVNTEyMjI+zatYue6QnOD0wsed7mq01Oq4XuxhrODowvOqaSZujv27mJFy/6efnyBdaaBX7rt36LTCaTZ18slffz+/14vd6VPFgRrJCw/wRoF35VU/m9vmZGbSAoeBvKJzqzozbMjgR2j6p2uWvStG0Mo8gQmTEzO2olOGZlqN9B4KJKygRRwmxNMXTFTU1THLtzcftipXkwWF5/sPmTUjwe5/z585w/fx5QdzmLkTJJUntsNDc3k0gkCpSyYqgoD5aDGI4wbaysP5ieBxMEUhYbKYsNPNVEFKUkKQNQ5AzORIiE2Y60hCKm5cFSleSUsjm1qcICGylJQDKp5yBpcJPEDcYGIkoWsxLHIueTMkWBjAKu9DQpo6Og0EcBFKWyPBhglDNYBbmy/mDZOIIwZ19Mm2ykTTawq0qZSsriZKOzVMVDuIW5z8aejiKgjpUMi3+1ruTBVrCC0lhO9cFAIKD3SyoHWn+wnTt3YrPZWLNmDWvWqGpDIpHIsy/u37+f/fv3I4oiiqIQDAbLzqxp81ylm4HxeLzi/mBDQ0Ok02nGxsYYGxvjyJEjCIJAXV1dUVImyzIzMzNs3rwZv99PKBRa9Hd4PB6dLCyG/3bNNTx56RJffeUV3llXV5GqKQgCHQZ14d3W1layCIv22TinxlkLPPbYY4iiyMWLF0mn03oRlmfP92E1GbmhO1+5CieSnDx7HkE085d331z0vXzjhVd5/kwfn3zPXu7dvblor6vnTl7hD7/8BGtb6/jiA/fgslnyf888tUkjZU1NTezatQtZlhkfH9dJzHxSBqrFtsMpcGJoasnztlAJ7l1Vz/Nnrixa1ENTm8qpPigIAn9572381d+dJSKYkBAKVMyF1lJNxQS1KMjBgwcXtZZq0PJg2nX6i4wVEvafAC0P5q4gDzY+rOCoCmMyl9cvRFFgetRI7arCgK6mlM0nZdFZM5MDNq6+6iOTsnD8hUYALM449c1p1b5YhJTNvo48WKVj0uk0IyMjBY+VImV33HEHdrudvXv3snfvXjKZTJ5SNjw8XEDKOtetqzgP5pEl0r5K+oMlS/cHK0HKfMFpXIkIplSC+rRK3mOKiGR3k7DYi5IyLQ+WWmYerCzk1KZS/cFkwUhScJMU50iZRY7ik8ZAEfCmJyE9SVZRlTKD00vKaFcrJs63L0q56oMVWRFVtamiYhkZVaFLGYuomnmkrJp4jpR5ZgcwCzK2RBhXUl3ERBUDss1F0mzPkbJ5n00uD7Z53dqVPNgKVrAAyWSypNp0JfR9hmPP0+K4FZPowGKowmqoYnYi+4b2B1tIypLJpE7GRkdHOX36NKdPn9bVOo3gFCNlX/ziF5eVB6ukP5jZbKapqalofzBFURgfH2d8fJyXX35ZJ2WbNm3ihhtuwOVy8Z73vAeA2dnZPPviQlKmLfCXslFvbmzkzp4e/uWVV2jv7i6rP9h81MlZMiZzntqkYSEpe9vnHuaGOi/OYT+A3thbs5ZeGZpmb3MDJjH/u/b//PBnOJUMazdtwW4uJPtnAmN84Scvcuvmbj64Vy0rvzDb9PKFAf7wy0+wrq2ehz7+ngICBotfZ6Io0tjYSGNjIzt37tRJ2c9+9jP6+/sZHh5GTCa5xgqf/8IX6MhdZ+3t7QXnZmH1wd5Vdfz4yGuMzIRpLpEn8xfpD7YYnGYjXlHifNLI3z1+gD+955a8x4uRstOnT/PMM88gCELJ/n4LW0lUotD9vGOFhP0n4PyVlyrPg016aV1f/pd4LGgim7Tga1zaZiCI4KpOEw+pl8PWOycxGBVVKRu1MNxvZyCnlFmc8Zx9US2JPzVqByqvPlgqD7bYmHL7g8XjcS5fvsw999zDK6+8wsGDB/O6xd98s7rrtZCUJZPJ15EHq2RMrPz+YDlShiCQRGSkYTVmKYUtFScbDqpqTEJVYxaSMnFZebBMyTxYMRiVDBaDQlCoxL6oftkGba1kRTMWSVXKLFIYZ3oS0mpz6VDWhMGhkjJLjlC9YXmwUohr56yMm1MQSButWASZuN3HjKN+TimLzFKVCOmZsvmkLCOaMMrZt8QEs4IVVIrF8mAnpj4LwEQi33kxdbYLWM8lwx8wMujGaqjGaqjCaqzGLHoABaPowCQ6MYlOjIKVi31nsdos2H1pktkpDKINo2BFKLIBZbVaWbNmjT6XfOADH8izLx44cID9+/frpGx+2fXlVh88cuRI2WO0wgrlVl8cHx/XSeFDDz2E3W7X58c1a9awdatKOjRSNt++mEgkylJO/mDPHvb19fHKuXN0VFBJT5ZlnKkk02XMqVPRGKOxBE2N65i8epHbb7+dzZs36+/3wuUrtGciCMMRPvvZz+qEOSJaOX72PHtssGNTYcXESCLFH3ztCeq8Tv7s/W/XN8vmE6rpcIw/+benaK338sWPvwdnEQKmjSlXbdJIWTabpaWlhQ9/+MM8tv8o33z8Be5o9XD+/HlOnDgBoFeobG9vp7W1Ff+C6oMb2tQs1dmB8aIkbKk8WDEMDg6iyDKbe9fyzcOn2b2mnbetL7RxanA4HDrB+/CHP4zZnN88eqG1dH5j77dCHgxWSNibDi0PZrVnmR6x4q1LYTAuvts1lwerxL6o7uT7ysiQaZgdtSIas7hr04giuKoztG6IoCgQnTHppGzEb2PgknpTC6KEIKZYs2ZNWXYGUHfR+nJlbMuBw+Ggrq6O06dPlz1GC05r9sULFy7ogVibzZZnX9RImaaKWVIpbPE4SasVZQmmPJcHK19tUoIhQmJl/cH0PJgokhZzaoyzWrfIFSNliJAymCAVUtUYcXFrj0WqLA8G8wpsVNSkeV5/MEEoWn3RIscxS2FcOVKm2Red6aDaC8xgW9K+WFEeDBBlCZcgEXSUT0It2QTGovbFOaWsGCmDt8Yu3wpWUCkCgQCCIDA1NaUTEkEQiGVUF8T6qo/R4Xo3GTlKUpohJc3w9KHTuHxJWquvIynNkJRmCGeuksrOIFO8XHtf/y1Ya0I8PXh33s9FwYJZdGI3NmAz1uvEjayNkZFJNuyoYzJ7AHeLk2taG7jupi7ktJnJkYROWA4ePMiBAwcQRRGr1Yrdbqejo4PBwUGy2cUt/st1ikiSxODgYEVjpqeniUQiRCKRPKWstra2KCmTJAmfz8epU6dob2/H6/WWfP0Wj4cPb9pE7MABbD09Zb+v8fFxRFlitAw3xnOXrqIAnRYjk7lj0vJ+a9eu5YLhRR47+DJf/uW3Mzk6nFcZ84ac2SEQCGA0GvUiLIqi8Jff28fYbIR/e+Be3PY5V4Tf76eqqgqn08XvPPRjookU//TAL5ckYNrrV6I2aRUbd+7ciSiK9K7u4mr8MK2bruc3tq5mYmJCJzHzSRmomT/ts+lurMZkMHB2cJzbthaef42wV9pwWRAEfufu23l18sf86fef4Ue/dz91ntI5TC0Ppl0ri1lL5zdd7+zs/IXPg8EKCXvToV340yM2pkfsCKKEozZMQ7NCVWOiKCmby4OVb1+cHbFidiSwLpHpmo+pERFnXbBAoRMElZAtJGUzwxauHPWRyRgK7AzajRUMBvNeSwtO//8VUp4/RvNvL0QikShKym699VZ8NTX4Zmepmp1FAqZNRgSPl7jdXpSUva48WJkwZdNYUYgUU87mL/x1UpbCHZvBnQhhyCapkdTFS1wWkawuUkZHUVKm9bpKLzcPViaUdJiQXPycLay+GFGymKU4ValhFAR8STUjISkQlEyIOfviQlK2nDyYRc+DVVACf7H+YCVIWXVkFKOUWcmDrWAFRdDf348oijz55JMAuN1u2tvbcdVHSNvtNDXfiM1Yh4063HQiyzLTo8fZsGEL19bdlfdaiqIgKUkEBDJyjIwcJSPHmA1Ocy72HNfs2MCa2rvIKgkkJUlWTiIpCdJSiFh2jEjaPzdmyIGiXE/I+QhHxvMzOnZjI+/seZyeHNlIJpMMDAzw0ksvEQgEWLt2Lb29vWSzWYaHh/VF9NDQUEFPLy0PNjGxdDGG+WMq6Q8mCAJtbW2cPXu24DFFUZiYmGBiYoKjR4/qpGzt2rXcfPPNJBIJHn30UUBV7dpzFfE0UjbfYv2OhgZ+BDwzOcn7y2w4rM3zV9JZwskk7kUKXv3swhVavG7Ss9NYrdaCio37zl1hc3sr12zeCJvVvGAsFufXPvcV1hsimESBgwcPcvDgQb0IS9xg4/iZAL91x242dzTlnRctD/b1n73CkfMB/vhXb6G7uabk+1uu2iTLsk7GV9Wp5GVgPIgoijQ0NNDQ0MD111+vq5r79+/nwoULjI+P88gjjwCqUranWqL/8kVCoU0FRTE0ha4StSkQCNDU1ITTYeezv/oO7n3wW/zJ95/hn//be4p+tto502y9C1Es73fhwgV+8pOf0NHRUfb7+nnGCgl7k6HlwbbfO05kwkxwzMLsiMiVE244XoUgyjhqQjS0zJGyCS0PZlnaigdaHsxE7apM2U60dEIkGXLS3LM0adNIWTYtAgI/+MEPCAaDRXfOtACz9me5u3yl8mCLjdEqRi0FjZS9+973EvW4GWusxx6PY4/FMYfCeKamEKCAlGWMxjc2D1YCtkr6gwkCaZMVRRCRFBh1rsGkpFV1SYphTYVxpVW1Mi6LyFYXyRwpkyNBtSJjRXmwSMk8WNG3p0g4DRJhW3nnTBaMyIIRUYCQo0ltDC3FsWbjmBNhXCVImSmrfu6V5cHipfNgJSBFg0Qosz9Yzr5oUCQ2rV/pD7aCFSxEKpVibGyM3bt3s3HjRn1Dr6+vj9jpGHAr//rc4/pco9njUqlUUWVZEASMgupSMIhWrKgbHwNjJwHYsuZ26t1L28QAftb3M4bFI9xzzVfAkCark7ooAvnfmVarlZ6eHv78z/+c6upqvvzlL+dZ4vfs2cPevXuRJImhoaE8UtbW1rasPNihQ4fKej5U1h9MI2XaYv3DH/4wBoNBf8+XL1/m1KlTQCEpGxsaAkHgpWCQpy5f5s4yFLFAIIDd5SKeFjgxPMreruKL8WgqxeH+Qe7bvpnAxdMFalP/5AxXJ2d4/45NeeP8sxEuR7JsdElct/MGdu3apVtLL/ddZWrCz41uGDv2LP8+elH/zIxGI8lkksGIzFefOsTbt63mnt0bURSFpw6fp6u5hjVt+SRwOdkmTQlubW0FwGY20eBz4R+fKXiu1jMOVNL18Y9/XC/0EQgEmA1fgWiYBx98EK/Xm3ffVKrQZTIZhoaG2LlzJwCddVX8r7tu5P/8+DkefeUcd29fXzBmYmKCRCJRttpmt9t12+pbxSmyQsLeZJy7chh3vYTJqlDVmqKqVVW3suk44TEzoTELMwtImSILeOpSTA9b8dYvbV/U8mDehvLLzs6OLce+aEHLgyWTyYKdM+1m7+npYcuWLYAqtafTaV2pWqiUFUNbW1vZeTCYKyv8yiuvlH0sNTU12EUDow47stFA1O0i6nZBYz3jkoQ9ppIyUyiMN0fKtHdjyqSxxWMkrbYl7Yu2RLz8PFgO9mScZIX9wcRomKBiAlEkg5WMwUqUKrAqmOSUTsosqTDOHCnDqJARLWSyIdLi0vbFSvNgABZFVZsqrb4Iqk1SFo0kRDcJkxtsDYTkrE7KTIkw7hwpkxWVNDtSYZImh0qslsh5CfFQ+XkwUCs2ChnitsoqNq70B1vBCopDy4N1dHRQW1tLbW0t27dvR1EUpqen9YV/f38/Z86cAcBiUa1goVCI6elpqqqqltzgCAQC2Gy2kr2uSo1paWnBYyuvwIQsy7S1tfHaa6+RSqW4fPkyly9f1t/zqlWripIyg8HAzMwMnZ2dDA4OLqlurVq1ClEU35TiWIlEgoaGBr24x44dO1AUhcnJSX3hP5+UGQwG7DYb11utfP6557i5owPrIq4Jrcplz5q1GC728+rwSEkSdmJwlIwkcV1jHQcOF6pNz55XIw+3rMsvTb//3FVqjRIoCm1tbXoRls7ubr5x9vsMJSU+e+9ugpPjBAIBPe+nkZUjp85x+4YO/viDtyBJMp/5+j4eO3QWi8nAn33kDt6+Y071KZUHiyZS9A1NsXl1c8Fx+XP9weZn6NrqfQxMFF8rzVebNFKmKWWPHzvHZ7/zJJ+4dRPZyCwXL17k5MmT+liLxaI3w17MWgpzCt38ueve6zfx+PHzfO6Jg9y8oQu3LX8Dc7GiJKWwHIXu5xkrJOxNRCwWIx40Ube6MNtlNM+Rsg5ypGzczPgVG1NX7YQmLLz6ZCOCKGOrUe2LvsZkUVL2evJgrpp02WP855NgkQrUplJ2hvb2dm677TYA7r5b9eFrSplmX1xYrMNut1NfX69PuOVgfh6sXGhfEjFHITmQDfmkbCJHymomprAmU3jCIbzhEBIwYzQiuL3EbfbipGw2SLjSPFgsQnYZ/cGC5iJqkyCQMRSSMnsmiDsziyMZwWRRrwHv7CzDNe2kRHtRUvb68mDlq03ZeJCIWFxtWkjKwnIWSzaOL67aF73xKQRhSlXKZBOi01OUlL2uPJi5ArUtrZ6zt8ou3wpWM5TcJAAAIABJREFUUAn8JfqDCYJATU0NNTU1XHvttXmkbP/+/aTTafbt28e+fftwuVx5akwxUqZVhStXjU6lUoyMjLB79+6yj2Wx/mCpVIorV67ovTI1UrZ9+3aVEHR20t3djSRJefbFYqTs9ebBKhmzZcuWgnOmEbKFpKyvr49nnnmGTCZD59QUncDf/v3fs6GnR/9stLyfBq36YFdnB+uCUY4PlXa/RFLqBnYmNKO/v/nYd+4K65vqaPTmN0Hef76fXp8VIZnQ1SaArzxzlDOBMf7fr9/JdVvniFQymeRy31V+8KNHQUnTbU/D1CUe/Mz/JRGT8CsuPnDjes4PR/mjh59gaCLIr79zB4Ig6NfZfLXpYmCCP/ynnzA0EeIHf/3rtDfOzdPz82Dz0Vrn4+ljF4qWm9fUpmJzyk0bu/jL75m5GDPyR+97n742O3z4MKdOnWJ6elq3lmpK2Xxr6XxoebD550wUBf74PTfzvs9/m49++Uc8+KF30TDvfAcCgbw8WDkIBAJ6oZm3AlZI2JsI7cvY27h0tstoVqhalSIyaQYUrrl3gnjQRGjUzOyIwNWTbjjhK0rKZketmO0JbK7XnwcrBSkLSrKGwy8dW/K52o0vyzJGo5FHH32UoaEhfRdw9erVulIWCoXy7IvabkilhKpUHmyxMTFZIlOkVO1CaKTMPTxG2GQk1N6h2hfjcYzhMN6ZKWpQlZhZoxFypCxltuCTM0Rc5S/0tTzYZAXKmTVXwr6sAhs5UiZn1a+CBx58kKjbjb+9HX97OymLhUSuWqRGytKiXW24vJw8WCpMSKlQbTJmiJfZH0wWjWQMVowCTNvriZvdWLJxrJk4pkQIVwlSJsrZNzYPVnJMDEkwUFNTOkewghW8VeH3+/VNtMWgkbKqqir27dvH1q1b2blzp76hN18pczqdeTYsURQJBoNcf/31Zb+vwcHBinpdaccClDUPaaSst7eXRCLBgw8+mKeU7d69mxtvvLEoKWt/A/NgpeB2u8vqD6a9fl1dnU7w7r33XjweD3/96KPEJiexXLmiF9lyu915RbLmKyc9g6O86C9ddTmeVo93Jkd256tNsqxwZniMj+zOV8cmw1HODo2zuVGkfl7FxjOBMb78zMvctX0dt88jYADRlMTfPHqc9myaOv8Q/+N73+D06nV8a8+diF4bPaYUkcAJ2rJZmj1p9j37HIGAn4+992ZmZma45pprAHUd9OP9Z/jct5/HYlbn24uBiTwSNjQ0lJcH09Ba5yWSSBGMJfE584uALaY2Oa0W9m7o4pkTl/jkPXsxGQzU19djMBiwWCx88pOfZGpqSr9v5itlmrV0vn2xqalJV541rGuu4x8+dBef/u7TvO/z3+YfPnQX2zqaURQFv99fMg9WDNFolKmpKT3O8lbACgl7E6HlwZzV5X1ZAkyNSFirolhcMhZXCt+qFO1ANp0gMm4mPFZIyhQFHN4sM1r1RdPi9sV0QiQZdNK8unzSFp60LLs/WCAQYGZmhsnJSY4dU0ncfPtid3c3mzdvBtTJSZIk6urqiMViZZW1b68gD6aho3cd2Ur7g0kSaV+NSspcLqIuF9TXMylJ2BIJ7PE4hlBIJ2UyIAJGKYstESNpKcO+mMuDVaK22FJqr6t0Bf3Btp0/QszhwJFI4EgkqB8f57qXX0YRBCbq6vC3txNoa8sjZYIskzGYsck5+6KweAliQZFwGiXC5vJJqFmuvD+YRZrrDyaLBhJmFwmzCxz1hGSpKCmTFVAAW1ot21yOfbGiPBjo/cE29a70B1vBChYilUoxOjpasdqUSqXo6OgoUMpmZmbyNvS0MvHWXKGHeDzO1NQU1dXVS96Pfr+/4l5XDz30EDU1NRWrTX6/v0ApM5vNJUmZKIoMDg7S1dXF4OAg6fTibpZK8mAaNAtapSRUFEVaW1sxm808cM89vOPrX6eut5dPbN2qL/yvXr2qE2aj0YjZbOby5cvYJYlEqvSxaCRsfGS4QG1KZDIoCnjs+XPg4csDGFDIRsO0bZrLMH3v4EkcVjN/+Mtvy3v+1dFpPv7QI2STEXrc8LaTRxmwV/EXve8iFrby2Ue/xubpAAOtreoc2d6O0GSDqQv805fO61U+z1+4xHf2X+Kply9x/fo2/vdv3M67P/UVLg1OcPv1c2XlNbVp4XXWUqMW1RiaDBYlYV6vt6DwhoZ3XrOWZ05c4siFAfasV62dmtpkyJGy+vp6rrvuujxr6cK8H6jrtBMnTuhKmXbf3LKhm+98/AN8/N8f4zce/iGfvvsmbupsqCgPph0LVFax8ecdKyTsTYSWBytXBJCzkJh009AbL3jMaFbwrVJJWRsgpROEJ8xM91uZuGQnNmvixFMNIMrYqiPUN82zLy4gZXoerKHyPFilapNWLWghJicni5KyW++8AxB597vfDUBUydJ3+qxuX1z4WsvJg1VXV+PI5cHKhT2uqk3xIj3FZIOBmNNJzOmEujqdlFVPT2NLJHDGI7jiESQgKBrB5SVhtRclZVoeLGMov9eVoOXByl3oKwoDra1sO3688LUUhfrx8XxSVlvL2d5eDt50E4KcxccYSJDMishmJynBXpSUzeXByleb5ufByoU1GyclC0X7g5UiZZ7IMCIKnvg03sS0qpQpmlJmJ220ocy/cVfyYCtYwRuKxfqDlUKpRZsgCFRXV1NdXc0111yTR8pefPFFkskkBw4c4MCBA7pSpikyxUhZuQqdBi07sxy16eWXXy54LJ1O09fXp7d20UjZli1b2LhxIy0tLdx///1IksTIyEieUraQlGnnqtK5u9z+YBoWZps6q6r44ObNfOPkST60dSvbt2/X836aGvP0008D8PjjjwNwKwI/+tGPilpL4+kMNkUmOBtmx/bteb87kVMFHQucLWPBKNUGCUWZU5tkWeHQOT+713XkNVt+5dIgv/fwT7CaDPz2res5efQlphMG/uLO38GRSfLlJx9i9ewoAD2XL9OTy/slLRYe2X4Tx/bswmWWOXHiJCdOnEBQ4J5eLzu2eInMTtDV7OPS4GTRc7ZQbWpvUNWyvtFpNnY06j9fqvogwK51bdgtJl54rY896zuIRCJMT0+zbdu2gueWspa++uqrHD16lHA4zGOPPQYUFmHprKviOx//AH/w7af4qx89x/nuagQqJ+5ms5nGxsaln/wLghUS9iZBz4N1l9/rKzxpRpFFPI1L57QMZgVfS4pUxMDEJdjwSzNkEiLhMTPBEfCf9uA/5QVBxlYzR8o8OfuiaJRw1b7+PNhiaG9Xm/CVg8nJSWKxGO985zuZbPUSrXVgDyaxhZKs3rRBV8qiSparZ87pk47T6XxD82ClYI+p/cEStqXVJo2UWUbHyYgGJlu7sCXj2BJxxEgYb2gKIcQ8UuYhYXWQNFsxxaJkrZX3ugpby6/YaJYSZE0m2ss4Z4KiUD8xwVAuszFjaEcQBMxKHLMxjjETwW4IFyVlZim2rDxYtEQerCgUBUMqWnaGThYNpIx2zCgE7TVErFW6UmaMh3DHphAE8khZymhHgZU82ApW8AZiOWpTIBCguroal8u16PPmk7JDhw6xZs0a3v72t+flkTWlzOFw5NmwXC5XxXmw8fHxitUm7XuhnDEaKWvP5cE+9alP6VXxvvOd77Br1y727NlTlJS15/Jg4XC4ovdWLA8WTiUZi0bpqc63V2vVjBdmmx64/noeOXeOv3vxRb6cy4VrmXFJkpBlmXe/+900NzfztWefx3/pElfnWUtdLpe+6I+GgjSQzTt3GuIplYTZF5CwmWicZrOSpzbNxhLMxhJsbJ8rBHHkfIAHvvgIrXVevvDb7+HgvqcwR2J8etcH6Jwd48F9X6EuHuaHq3fx7xtu5ROvPsqtA6piZE2leP+hnzJ8TS8DGQ9HZxy0+ozcdW0LqegsL774IocOHWK1IBCeNfLcc8/R3t5OfX190TwYwKpaLw6rmfOBce7eNddcerE8mAaz0cjONW0cPNefF9OoxFpqtVoRBIFPfOITRCKRokqZ1kriv29ro6fayfnjL1NvNpIWyqcZlVZs/EXACgl7k6Bd+J4y8mAaQqNqHsxdXz45Co2aMdpT2KvUjIu3JU0rIGVSRMZNRMbMzI6A/7RbJ2WCqGCyppgdseKpT2Fcwr4oS+XnwTS8nv5gcZ+NtN1M2m4m2OSGtbWYExlsoST2YJLujevZtEktQ5tWZBRFwefzUVVVVVR1W4j2CvJgGsRgmGmTsSK1qUrKEHH7kEUDMbuLmN0F1fVMyxK2ZAJbIpYjZdMIoWndvhhTJGypGEnzAjWmCKzpXK+rCpQji6SSg7YKdkYD7e04IxHGPBYQBLKChTg+EBWMpIuSMlmBjCxgl8KkRDuSsIRaV2EeDHL9wUSZ6Ursi3p/sMXti8Z4WCdlsgIIYMkkkAUDKVMZn00mvpIHW8EKSkCrPliJ2hQIBFi/vrA0dikEg0GCwSDXXXddgVKm9bjU/mgqltVqRVEUUqkUk5OT1NTUFJCRWHaa12Z/SINtI23OXfo8VykJSyQSy+oP5nQ6cTqddHV1ccstt5BOpxkcHMTv9/Ptb39bJ2VaheGJiQm6u7sZGBhY0r7odruprq4uquDf/+h/EEol+dGvfIAq29x37sJeVxq8Nhu/vH493zx1ilQ2i8U4twSdn23yeDxUd3ZxqH+Iv//YbyLFY0UJ83bUxr5DQ0OYTCZdxYzmbIx2S74bYiYap94o5alNMxF1/qt2zb3/F8/6kWWFf/399+GyW7h86jT9gpftI5f5zAtfx55J849b7+JbvW/DnYrzJ3s+xNDJJ/m1s88iABGXi6jPwx279tATNvO+W7ZQ41UbGqdSKQYGBnjqhaPM9l/l0KFDHDx4EFEUkWWZYDBIX18fq1at0lVEURRY11rH+YH8a6Nc+97eDZ08e/oK5wZVol5p9UG/309jYyNWqxWr1ZpXtVRTMf1+P319fXrer8UIsazI737+K/zO3Xewa+OaRW2/Wh5Mqw/wVsEKCXuToOfBairJg8lYfVGMlvL6hSgKBEcNeJulgrWtwaTgbUnjbUmzihwpmzARHDQzfs5BOmbj5NN2EGSs1VHqmxV8jamipCz0OvJglY7JKDJJZ740jyDopCzUmE/KvP3TKJLCHXfcwR133EFMkeg7M2dfnJ6eLvg9net7K8yDSXgliUlf+YtpWyKBEUjYitgXRQMxu5OY3amTMmsygS80gyMRw56K4UjFkIEgRgSnh6TZQdJUaF+0pXPVBw3lq03bzh8h6nRijxfaXotBAfzt7Uy6mwrPmSCQxVKElEVxKZMYRYWqtGrhSEoiktlFymAvSsqWlwdbTrGM3DkzFqqapUiZKzSCGRl3fAZPYgZJgZBiRHR6SZrshaRMUbBmYmxct/hEtIIVvBWx3OqDpfqDlUIpFUAQBKqqqqiqqmLbtm06Kev3X+WlwwdJJpMcPXqUo0ePYrWbaWltoL2tg/pVPobEp7kc+RmKIiFWm2hz7uIf//Efl5UHW05/sL179xZ9rKurq4CUnT17lhMnTlBXV8d9992HLMt5SlkxUrZYHuxP99zEfY/8kA//5Md8++734siRBi3bNL+SnoZrm5v51+PHOTcxwdamuWbIfr8fn8+nZ5u010pkMjQVyft94SdPQ6APQRD0xt6atTRjc+JCwmfPnwdnIzGalXTesczGVHdSlXNuzuhoqEJWFKLJFIloCMliJjOV4h/2fRWjIvO32+/hP3pu4FcuHuK3TzzBZ657Lw9vuZMBVy1/ePQH+HPnbPP6tbxj3jGCWglz9erVhCUr3zg8zt9//F00ugT279/P0NAQ586d4+zZs4iiSHNzs678rW2p4fsHzpDJSpiManXlcqsPvm1jF0aDyE9PXMI86K+o+mAmk2F4eJjrrruu4DFNxVxIys6cOcPBgwfxWAw4MiH2/fh7vPCUjd6e1SUrYy6np9ovAlZI2JuEs5dfwl0nlV19UM+DrStvYQyQCBmQkmbcjaEln2swKXib08gZgfFz0H17GEURiI4ZCY1A4LSLwCkPCArW6ohKyhpUUhYcnesPVi7a2tpK5sFKoXvHVsZJgbjEojVHyjJWEzV90wTrPcw2erCHE9hDSbrmKWUxReLqa3P2RWAZeTD1MymWB1tyTBlNmmXRQNzuxB0JkURgpL4bWyapqlzREJ7oND6m50iZw0PSYidpsiNEQrk8WPnVBwdXrWLriRNlH8tsVRURt5s05VVfzGLBQBpBgBnTKmTRiEWOYzbEMWXCOCT1elVJmZOUwaFWX8wV2KgsDxYrmQcrBSURIqSYllSyIEfKTE6qBZm41cesvRZrTikz5JQyb04pC84jZVnRgFHOvuUmmBWsoBy8njxYpWMWVtKbD0nJMp28zEjiJKPxU4y5zhBR1mCsVvDuPEd6wkd6wsvVQJgrF9T5T7SkqWl+G+u7d9BetQVJkpadBzt69GjZY1atWoXBYCjr+DVSpqlsDzzwgF6J+Fvf+hY7d+5k9+7dBaRMsy+WyoNd29jMQ3fcxW8++Si/+dRjfPWu92A2GAgEAjTPqz44H605wjAWjeo/02xy69at03+mWQljC6o+atbSlNONDYWbb76ZNWvW6EpZf38/0WiUO03w7A++Q39Hh24tTYWmC3JKmhI2v+BFV5Pa1Pvy8BTWxBQAg9m5x0/UdbJ1vI/ff+XHCMBfvPQt2sITfHnzHYw6q7jVMYIlmVxUbVq9qhaA/rEge7Zu5+DBgzQ3N3P//ffrKmYgENDti4IgcJ1b5Mc/eYJrNq2npaUFf5nVB912KzvXtPH8ifNcKxTPg5XC0NAQkiSVbV+sra3F6VRVv9/62McIRuN8/j+eJDI1QfbceV0p01pJaH/6+/vfcnkwWCFhbwq0PJjVnSU2a8TuzS4pukQqyINpCI+qipG7oXy1LTxqRjBIOBuyCCK4mzM0XQNSZpbYhEklZaMKgTNzpEwwZMGQpLm5uSw7A6DfZOXCbrdTLZiZbPMRK3OMNZLCqEDMaydtM5O2mQnWe2B1HeZkBns4iT2UoHNDLxs3bgQgpaj2DGM2izmVIm02L6mIVZIH06DMhgiJBmRD+dkmcyxKxuZCMRiJG5zErU5w1zErS1jTCWwaKYtN44uppEwQIGW0IGWjpA32JYmFWU6QMZvLyoNp8Oe+jNMVNGk2K/G5io2CSFa0EMMHJgWjkp5HyiI4JDWrICmQUQRs2Qgpg4OsuLR9Uc2DlZ+hE2QJd8X9wZJqHsxkR1mglAVlCWs2gTUTQ4yH8cwjZQhvvV2+FaygHAQCAQRBIJFIkEwm9QqGGhRFQUZCVtJISgaDYCIQ8JeVB8vKKRJSkKQ0S1//RaqbrZye/R5JKUwq90cQDKSkCGOJ18gqqjLiNbfSat3L4EyCHTu38fZtf0siO0MsO0UsM8nEzCgTQ2HSEx4GAyM8f/Ulnn/mJd2yJYoitbW1TE5OLvr+YPlOEUmSKs7Q+Xw+3YrZ2dnJzTffTCaT0Rf+3/zmN/NImSzLOHxe7v/6v/Cl996Hx+HMe81bO7r4m5tv45PP/pRP7nuaz950a8lsE0Cb14vZYODE6Cjv6OkB5vqDzbfV2XO2VK0K4kLIIbVSckdHR4G19J+efoEnXzrKh9o7GBgY0AlxOwIKaubc4/FQU1PDTFQlYVXz7IhdjSoJuzI8jTPsxxKJEcWF31NHd3CMjtA4F6pa0GYZAfjIaz9jVWSKP7vhV6lr9tIz4F9UbXI7rDRUu7g0MEEmk2FoaIjrr78ei8VCd3c33d1qk+l0Os3AwABnzl3khZdPcP7MSc6fPqHbF2OxGFeuXNGrUJbC7Vt7ePjKJXBWVn1wMVVzsTEejwefz4fP5+NzD3yELzz9Il99/hguwcwfvX0b6fBsXisJbUPhrZQHgxUS9qZAk1lnBmzMDNgwWNL4miQ8DSk8jemipCw4lsuDNVSeB7O4pLLHzIyApTZSIJwYTCohczdnaCJHyiZNREaMTJyxoWDkvvvuQ0EmbQ5z7LnX9J2zVCo/96ZNlMvKg3nLt9XZQkkUIO5aMEYQ5pEyN6yuw5TM4AgnqR6aRU5nqZ2YonZiioQokHY5iTvsxB32oqTs9eTByoUpm8GKTKRI4QdFNJCwOkksIGXueBBnMoJFilOXiCMrEJaNiDYPSYO9KCmzZCvPg/nb23FEo4y5y1eb5HSYsGIE+4ILLZcnKyBlUgx3ZgJRUKhOjAGQlEUki5Ok0V6UlBkULQ9WQa+veXmwcmHJzpXAXwiVlDlJmJ26fdGaTeCLjWOQsyt5sBWsoAi0Dbof/vCHADQ2NtLW1oajIc0Fw8NIphiqEVqFIsNE/x5srdN87cq7MQpWjKIFo2DDJFpRkElkZ0lIs6Rl9X6VYhYioRug8xRHJocQMWAxuLEYXCiKgkE00+O5nSbbZhrtm7Ebq7ly5QqHlG+xurMXg2DEaarDaaoDG3S6gfbc+1EUgsEgfr+fY8eOMTo6ytatW9m6dSuxWEy3w/v9fiYnJwssh5raND4+XvY5a29vZ2RkZNGF93wUU5s0mEwmOjs780jZ0NAQFy9e5OWXXyYVjdETifLg5z5HU2MT7bmqeK2trVitVn5l3QamEnE++9JBfIkkQpE8mAa7ycT25mYO+P38Uc5KWUzV1EhYokT/MyEaJiuIBQqdIAgEZZgwO7n3vb+iW0uv9vfzH489gdUg8Mwzz/DMM8/gcDjImJ10WtJkYhEUhw1BEHDaLDRWubkyPInv8nGaBwbB2cBVXwPdwTG6gqM827aFuNGMPTu3RrstcIJTzV3EezZQ/WsfWfIzWb2qlkuDUyUzdKCqmN3d3XR1dfEPLwS4bV0XH9jZzUsvvcTVq1fp6+vj8uXLCIKQZ19ctWpVXpXFmzZ28aNHJBANFalNgUCAxsbGgoqNpaBdZ6tXr9Z/ZhBF/uede3j+7FWuTsxw3Y4d1HmcetP1ixcvsm/fPjo6Osp+X78oWCFhbwL8fj+CQaH3l2aJjpuIjJkIjopM9auyvMGSxtco4WmcI2VTw9IblgcrhUxSIBOyU9MFsHjVRoMJ3E0ZRFFh4oyd+j0pDFZIjImMX5K5Yfcudu/erZOyV54/q3vMl7vLly2WB1sE8lSIkEVENhkWf6IgkLGZCVpNeANTJLxOJptqsEfjOCIJzKEonpDq5U+KAql5pCwrGvBIElNvUB6sFOwJdeGQKKNJs0bK7Ln+YCOe1VikpEqw4iGcqWncwnQeKUsZ7KQM9mXnwaZcjeWrTbn+YBFTGecsR8pERUYUYMrSRMZgxSLFsUpxjKkI1RlVKVtIyhYjR6VgzZbOg5WCFAkSEcqr2KiIBhImB9XIbFzpD7aCFRRA6w+2a9cuuru7dRvWsWPHkCQJ2I67xkxNs42aFid1zW4ioTjjmQG62nuodfWQlZNklSRZOUlGTiIKRmqsPdgMPmxGHzaDj5FLSSY5yy9t/TSrmjsxCbYl78dAIFBWxUZBEPRd/4sXL5JKpbj//vt14pXJZOjt7QUoSsra2toqyoOZTKaSebBS0NSmctR4k8lER0cH0Zxl8MO//ut88vkncEWTtBqNvPzyy7z00ksIgqAT5re1tTG5YTMnjh5ls1DY62o+bmxv5zMHDjASidDkcukK3fxeV1W5iMBQqHgVR1MsQsJiK6qcTEZi1LrUzTgt75dUBMyCgq+1m/ve/Q79Ojt97gJbHGkefvhhHA7HXDl8K2TiERJ2O72XL2LYvI0rvkZu6z9JV1DdGLzqaWDDdH4sY40wywnAaFs8pwXQs6qWF0/103f16pJqkyCoxTkuDE3T1XU7r776Kl6vl4997GN59sXDhw/z4osvIggCTU1Nut1v1apVrHIIzGSMQHnzkEbGi+XBSmFycpJ4PF5Ubbs6ocZR6jxO/Zhqamr0zYe3olNkhYS9CThz+TCuBhmrR8bqSVHTk0JRIB2NERnVSJnAlF+9aUVLBjllxN2QJjZjxO5b2r6o58Eayi87GxlTd9CcFdgXo2MmQMHWJGOwgK1RpmqrDTmbIjUpkhgXGbsos+uGndxwww0oKMhihlQiRXV1NbFYrEApK4buHVsZKycPpkFWqI7LhOuLNywsBnMyg01SmHXZSVvNpK1mgjVeUBRMqQyOaAJ7JI45HKUxR8rSgoAAiJJUvn2xgjyYBlsyThKhov5gYi4PpohGkqKTpMkJtjoiiowlGy9Kyvo7OqgfG+NKdzerBgawLGEtnfX5ys+D5WBG6w9WwRitP5jRgSwayRpySpk1p5Rl41gWkDJJUcv8WzNxkqDmwpb4bJR4iBDGsvJg6gAFn5glbl16gtWw0h9sBSsojcHBQRRFobOzU18wAmSzWb527KMw1YxxppnAa4NcPRUGRnQLYofjJta612Irwxp+afRRrFYrnS3ry94M8ef6g5WrNmkVG9etW8ek4QK9mzazZcsW7r77bl0p8/v9pNNpnZQlEglsNhvj4+PU1dUVVcoWopI82PxjgcWtaGlJ4qnARXbUt9DocOuV9FpaWnjvzj38rxee4kNvv4n76lsYGhrSF/5Hjx7l8OHDCILAJkEgjsK+E8e5ZcvWAmspzJGwg34/927YgN/vZ+3atXnP6a6uwiAIDMwGC8ZHIhFMmTQhZ3F3yXwSpuFSXz+iAI3NLXlFWA5MP8boxCSfumOrTo7PnTtHN0BQnReibherU1Nc8akKUldQLS71fOsm1k8P5FGaZK2XjATRzBKbwagkTFYULl2+Wpba1NtWz7eePU4qnSEQCNDT05NXhAXQi7BoxzKflBkUBSlrYN9LR9m7fcuSv0/Lgy2n4fLCazMUL93OyP8W7A+moWwSJgiCAXgFGFYU5S5BEDqA7wJVwHHgfkVR0oIgWICvA9cA08D7FEXx517j08BHUNdKDyiK8tM38mD+KyIWi5EMGqnuyk82CQJYXDIW13xSFicyZmK230J4WCA8ZuErJyHvAAAgAElEQVTUj2sRLRm8jVk8DWncjemipEzPg1WSIRtT82D2mmzZYyZHJAzeJIYF965oVAmZrVGmass8UjYmMnvGiMkEH/zgB5FlmdHR0bxqTAtJmc1mqzgPZtPyYJ7yFQ17WP1SiLsWkANBIGM1E7SaCdZ4VFKWzuCIJKgen0FJZaienaV6dpakIJB2Oonb7cTtxe2Ly8qDRaNkyux1BXP9wUL2wklJEUSSpkJSZk+HcGbCjDc08K377kOQZZpGRmj3+2n3+4uSsteVB3sj+oNp9kXzQlIWw50cRwCq4/Psi1ZVKVOLY+R/NloeLGQvX9U0Z5MYBaXi6ovw1tzle6tgZX5cPvy5/mAtud6DGpLKDNmqPnaueQebqt5LNptleHgYv9+vNzR+7LHHeOyxx2hoaNAVjLa2tqKkTOtBVC4B03pd7dq1q+xjGRkdIplM4rc9y4XBS9zW+HG2+O4EwOv1smXLlgJSduLECQYGBujt7aW3t5d4PJ6nlE1MTBS1L8qyXFEe7Mi5M0RMAilzaXIwkYjyPw89zn9fv4NPX3MTfr9f79v0rq61/M3L+/nqmVe5saWDjo4O3T6mVdDr6+vj0KFDWIFXfvoMrz7zs4LPxmq1srq6mgankwN+P3tra4sqdIIg4LJYiBTZtNUW+klbcev5ZCTGxub8ohh+vx9ZgfYFhGI2lsDp9rBt27a8ypgf/b9fZVOVBKkEL9x8M91ApnsVP6h6L21+P7dNvsa3em9CEkQeOP4TxJxddqKlkWBCZHRy6cqYrQ1ViILC9OQ4O3dev+Tz17XWkZVkjp+7UlJtKkbKhoaGOHbsGBcuXKDaKHH42ac58txPaWpq0j+b1tbWAlK2nDxYIBDA4/EUVGz8xsHjALz3+o1Fx1RSsfEXCZUoYb8LnAfcuf9/FvgHRVG+KwjCw6iTxz/l/p5VFKVbEIT35573PkEQeoH3A+uBJmCfIAg9iqKUH2D6OYSWB1tKbZpPytIxkfCwie53R0jOGIiNGQmNiMz4VZWnGCkLj5kx2irNgylYaiOIS2/YAGp/sOyUA3ePDCx+PBopMzgUgmdMPPHk40xNTek7nddddx033HCDTsq0SUebKAESnsryYACJhXmwRWAPJ0gYBNKWJfrSCAIZi5mgxYx9ZIqgyUCkvQ17LI49riplDblSxAWkzGRafh6sDCuiBq0/WKqMPJRGysxSEjIwZuzGSAazEKdFHuLwzp28uHu3TsracqSsdXCQwBuZByv5BhU8pgwJcxnnLEfKFKNAlTDOjLWepMmh9vbKxjEko1SLqlKWkgWyVpdOykzZVMV5MOtyLY+Cgdra2rLHrODnDivz4zJRqpLeSPwkAM32rQAYjUba2tpYtWoVhw8f1gmNNm+8+uqrOjmrr6/X55q2tjbS6TSzs7Ps2LGj7Pe1WE5nIVJSjJOzT3Lw1ReAOuwNCm9v/gPWuPeUHKORsoGBAS5evMg///M/6wvi9vZ2PbtVjJS1t6v9wSrJgyUmphmzwXPDl3l/99aiz2txerijtYfvXDrJb3RsZGZmhmuvvRYAi8HIh9Zv5e9feZErs9N0+6r1cSaTSSeGhw4dYqi1mYQi89HOHt1aeuTIEWAu73eT281P+/u5msvJFjvPNrOJeJFMmN/vRxJEEsbC41cUhakiStjk2AizskhTTf68MhNNsLZ57rtZEARsDhdXYwY2+zJs3LqVvXv38o1HnuX0uYtUtbRwbv16DMCdqVkuNuzgz3pW8ZvP/weuWJTpmhqyCRfDk0tXqW6u9eCzSChKeddZb6uafztz/gJQ3sae2Wyms7OTc+fOYTabuWhpw5CJ8cHtXQQCAY4cOZJnLdWuv9bWVj0PVkzNLAZFUfD7/axevbpgs+Phfeq9+dGb8+/BWCzG5OSkXsH6rYaySJggCC3AO4G/Bn5PUM/uzcCv5p7yNeDPUSeZX8r9G+CHwEO55/8S8F1FUVJAvyAIV4AdwOE35Ej+i8Lv9yMaFRwVqE0zI1lM3jj2agl7tUTValWNSEeSRMeMKikbFeZImTmDnDVg92VJzBqxlWFfzCQFMkEHNdviLJUH0xCfMoIkYqsv376YHFMX3v39/UxPT+s7WEajkZaWFv2G37FjB7t27UKWZeLxOLKiIGYkxKyEbFyaJcpTIYIWEWmpPJgGRcE8GyPtLr+SnpiV8GQlJutqyFjMhCxmQlU5+2Imo5KyWD4pSwsCRkBQZMzpFGnT0hY5m5YHK1KUo+SYlKo2pSroDyaHgkQNBmSrmTRm0jg42nkbgiJjUhI6KTuycycv5UiZIMukjDbMxMgoNhRh8fNdUR4sB5OiVh+sqDS93h/MQdZgUe2LFh/YFYxyBks2VkDKJAVkwJRNIYlGMmXYFyvJgwEr/cHeAliZH5ePdDrN8PAwN9xwQ8Fjo4mTWEQXVZbOvJ+Pj4+TSqXo6Oigra1N37TTlDKNsMwnZW63yo0VRSEej2Mvo72IptAtpjbJisTJ2Sc5NPkNklIEw9R2XF47H9nwv8u+3/ft28fk5KTeSPrUqVMAeDyePCI5n5TZbDY6OzsZGxujvr5+yd81Pj5OOpUiU+9i31BpEgbwkd5reTJwkZ8cV8/d/IX+r67bzEMnjvDVM6/wmRtvLxirKSeb167lwVdf5qHrdnDTTTeRzWbz7IvHjh3DLEncBTz/wgtYLBbGxsYwm815KqZRFMnmGkzPRyAQIGVzkC1i25yJJUhksjR556pmZjIZ4sEZJiUTNQvI2Uwkjs+Zfz2EYklcRhk5m6GjowOfz8fmLVv4xsEBHvij32dVtV0nxYbDR8mureUra38Tc0618ziMTE6qCuZin43NYqLFra6RylGbmms8uO0WRoeHiqpNi0FTm2pqu3joiZf4f9del1cZU7tv5pMyRVFobGzk0qVLehGWxbBYHkxDo8+d9/9S9sW3CspVwh4EPgVoV3U1EFQURWMWQ0Bz7t/NwCCAoihZQRBCuec3A0fmveb8MToEQfgo8FEo76L8r44zlw/jrJPLbtskS5CaclGzptBWaHbJVLnS80hZiuiYkfCAifCASHzazJlHqhHMWbyNWdwNaVwNGexVhaRsWXmwUTUPZq0v/FIshcSYiGRIFjRJzmaz+pcY5JOyG266EQFoOT+BAoRsAnKVi7jHRsJjKSRly8iDmbQ8mLMC+2I0gQDEF/YUEwQyZjMhs5mQL5+U+aZnIZnCGwnhjYRICQJpu5OE1U7cZidtshQs/O1aHqzILl8piMvoD+YxZ0iKhV/iiiCSFhw6KUOR+f/Ye+8wSe763PdTVZ1zmpmePBtm82qVVhFJSCIZECAw52CcwPhw/IDxcbrXx/ec63t8r8997jHHGAcwsokGY8DCGNkIkISkVVql1eYcpnsn7ITOOVS4f1RXTaeZ6Vmt/ZwHzfs8eh7o7dru+lVvVb31hq9NK+MQ8rjFDBatTkidQdOgUJMQHH7qgosanaTsavJgxsDl9ZAwu1yi1m0+mCAgSzZkydZByrzFBSRBI1xagBJUNQHZ7qVidVGxuPQ8XvOxMfNgvf/ONvJgbwj8m10f4afrGrnafDCPpZ9J39sQ2s5pK920GUrZ+Pg4d999N7IsmzOvXnnlFQCzFW9gYKDFIteNlMViMYaGhlZUm6YKh3hy4a9JVi8z5trH3f0f5ev//E/sXMcDl1wuRzgcNr9fM7LZLEePHm0hZePj4+zdu5fJyUmmpqZ46KGHcDgcLQpaN1JmrNmuyW18a/YUJbmGa4Xryw19w0iCwML0LHa7vaV9MOJ08+DWXfzj+VP8p5vuIOpuHQ9grNlNmzbzp4de4oWZy7x7cgcWi6Uj73duaor/+vDD7KvXUYBvfetbAC32RQcaShsJy+fzJJNJauHBrgRtOqVnyEZDy9e26elp0DRKFid26/Jtb11WyJerhLyt9wHZYpmITRehjXP3lmH9QeKluRTXbR0mGAxyww038OCDD/L9J17lG997km0RCzatjktN4hKTfPrTnzZ/YxMTE/T393ccmz6nSk1w9NQ+KAgCW4fCKIXzTOzbs+b7DRQKBRKJBNdffz2h8U385Q9e4IUzcR64ZVdLMyYsl3EcOXKEY8eOsbCwwN///d+3lLAYSlk7KVvp32auvJEHWwlrkjBBEN4NLGqadkgQhDcbL3d5q7bGn622zfILmvbXwF8D3Hzzzb1VBf0vilKpRCVjIbSl12QTFJd0tckdXVs5M0iZpkDuso3xdxSQCyLFeQu5K5CO608cBJtMICrjG1wmZdcyD7YSNA1y0zKnjpxf870GKVtYWODNb34ziTEflZATZ6aCupQnNJcjNJtrI2UOyj4HtnIdiwYlX+8qkHulPNhq2xRKKEDFucbnNJEyaSFJTRBJjm/CWSrhKpewFvL0F3WlrIOUWWxYr2EebCXYlDKS0GO2q0HKJLUOGiSFcURUbEIJVcviVVOIQsokZaLDT61BymyaXpV/TfJgK0HTEGt56vYeVM0GKVMEiZAwT9YRpugI4KgXscslLNUC4VrDvqgJyHYPFaubisWFoCqNPNg6KvA38mA/1fi3vj7CT9c1cjW16abIR7puE4/HCYVCprq1EiwWC2NjY4yNjXHkyBG2bdvGnXfeaaoxr732mjkcub+/v0V1slgsXfNgilZnsXKJ55e+yaXCywSsgzw48n+y1Xv7utoHm/fFWIe1kM1mOXbsGJFIhC1btvCpT32qZbDy2bNnAUxSZtwsDwwMmO2DN23dzdcuH+P5+RhvHdnW9XNEQaDP6aYWS7GjkQdrxn/cdwvfPXeSrxw/xO/f9mbzdUPVvO2229jbH8Vrs/PsdJx3T+6gHRaLhV2Tk+S9XkgmefcDDxAOhzuspbcAcjbJj+ySeWyMNZM9XuRap1t3Nq2fv4ebFJdYLIYGeMOtjgxzRlibEpYpVojYZJxuj6k2DUX8OO1WLswkOj7zvW+5mcFoHw9/6+uUNQf+oZ0cO3GGn3vLVmZnpjl9+jSg592bCXMwGMROhYVq79eUTSEncmF9ZRnGmk1MTDA01EfE5+LZU1M8cMuujvcazZjG7L7f/M3fJJFIdC1hiUajHfZFn8/XJQ92GFg9DyZJPbqYfsrQy13OncB7BEF4J+BA97x/FggIgmBpPO0bAeYa758BRoEZQRAsgB9INb1uoHmbn0oYP3zvVbQP9kLCmrcRnTXcAwpCVCGwVf+8WqFGad5CcaFByi4vkzJUkFw1KhkJZ2jtWvv15MEM1PMCkuLo6QJjwMyDhZxUAg7KAQdMBMgqGvZ8FVemgppoJWWVxq9YULSe7YuuXJlKL3mwJoipPEmbBa3X8KimEZbr5P1B6lYbdb+NnF8/OVnqNVxlPVNmaSJlNQRsaOTRsNUr1CydSlk71pMHM7dpzAdbb8FGTRFQJAeKIFDHDc4+KpqKlbJJytxqCneDlCka1DQBh1qiKq5tX1xXHqwBSavjFFVSlvWpbYIAFZsbWbJRkGwUCIJbV8occgl7vdggZfqxkRu3yhalhlWudiplXbCRB/upx8b18XVgpTzYSmhuH+wV2WyWdDrN/v37TVIGoChKi33x8OHDJikLBAL6IFwlxUuz3yctxFioXCRRnULRZGyik3v6P8ZNofdgaajvvbQPtiMWi1GpVNY9H2x2dpZIJEIkEjGzNNlstiVb3UzKarUa0WiUMcWG12LjJ7PnVyRhAMOSA7GU6LovmwMhtocinE61DqGemZkxM3QWUeSOkVGem46vaskbaihZmzdvJhAIdFhL//s/fp+IUm+xljqdTiRJol4q4e2Sm57L6CRsKLBMwuLxOAWsjPSFW947k9BzW8PhVndDplAibFMYHFouixFFgc1DYS52IWEAuybCuK0KlwsuXjh4EbCy7+a7+NkP9JklLMbxOXNGz3TZbDYENGrVKrOzcwwNDa6pooZsMouAPzyw6vua0aw2CYLAHTsmePrERWRFxSJ1v5+JxWJEo1G8Xi9er7ejhMUg/wYpA12pC4fDnDt3zixhAXj61CUA/sNGHqwDa5IwTdN+H/h9gMaTvt/VNO3nBUH4B+Bn0Rugfhn4fmOTRxr//2Djz5/UNE0TBOER4JuCIHwGPXg8Cbx8bXfnfy1cTR4s2ciDrWc+WP4KeIc67wdtHg3b1norKVuwUJixkJ2yIectnH3EiWCT8UVVPNE6nmgdZ1DpcLW9njzYekjYxMQEMipVX6vcpkkClYCDShdS5rmcRQOGLy6iXYSsQ0QJein5nJS8js65YY08WHWdebCArJDoX898sAoWoNRlPphstZGz2sj5WkmZP5vBVinjreTxVvLUEKg5PFRsLsp2V1dSdjV5MMXIg1nWoTbVC6iWLmsmiNRxd5Ayu1DERQpJ0HDUdPtiXpYQnH5qopOq6OogZa8rD7ZOEqp2mw/WUMoKko2CPdBCytz5eUQ0QuUlKC81KWUuKhZ3V1LmqJfYs2PbRh7spxQb18erx2p5sJXwetSm9m0kSTJJ2V133WWSsuMXXuXYkROAxuGDp+AgiP4KvkE/Y6NvY+umHWzvuwWXpfXGPRaLdcy6AogXzzDgGMPR5Zz2+OOPk0gk1jUfbHh4mLvvvrvjz/x+P9ddd515Q5vL5YjFYpw+fZozZ84wNzfHl7/4Rd5nEVmcOcILSpBNmzYxMDDQoXYNN9IQK63zjnAfz0zHOva/uUnvTaPj/PjSBaYyaTYHQ13/nnC9Tt1q7VBODGtpMhRBcTp56P0PmKrfc889h6qqDC7NoAFf+MIXWqyls5kcQZcTt10nxwZpmK1J3N1WynE5oVsXxyKtx2xm9gp2UWPrltY84sRQiJdOxLvui3Gf86lfehf/79de4PJ8miuJLJPjfS3NmACZTMac6bWwsMCYt84Xv/g3OByOFvtiN2upUMlRUgSSZYXN7V9iBcRisZb2wbt2beKRl09xPH6FGzZ3up6NDF+3IhujhMX4bRjre/LkSV599VVSqZRpLTXsi5+8fTtpdQ9DbXmwlf5tvpHweuaE/R7wLUEQ/gg4DHyp8fqXgK83gsUp9MYnNE07KQjCd4BTgAx88qe9+en4+RdwX6M82Eqo5UTUig1XdO1huzaPhs1TR7RoZKdsDNxTRVUEKvMi+XmN7OXGcENrg5QNLpMyXaEDR3/vebDKQvc82GqYvO1GFqiirTEfzCRlPjv+eJZ01Eu+z4MrW0FL5AjPZwlf0clZ1i6iBr0U/Topk2QVp6KRuYo8WLE9D7baNkX9mPQypNkgZa5SkWqlwvzAJpy1Mo5qCamUJ1JZVsraSZlwNXkwa52q1HuoV6KOw6KS62U+WIOUCZqGW0iRsAyDIGJXSyj1LP56Cq+gP0AoyBI4fdREF1XRdW3zYKtAK+XI9DIfzCBlohW/ME/B7ifniuCol3DUS0jVvKmUmaSs0b6oIWBR62/oC8wbGBvXxzVgzAdbz7+Pqwnxx2IxHA5HS7apHVWlyKnsUxypP8pSdArFtgd3n4/b77uR0rzI/HSC6YvTnDqT4hQv0Nd3vsW+6HK5iMfjLbOuMrUEP5z/Bkczz3F//wd5a/Tft3ymkQd79dVXe96X9cwH8/l8XHfddZRKJc6cOcPHPvYx0uk0B44fJh+b4vHHHwfAbre32Bej0SiBYo26qOezumFPZIDvnjvJYqlAv0sfvBuPxxkaGjKzTbc0VKSji/NdSZimaXjKZbKrlKQYxRyGtTQUCvHUU09x//3389+eeZV7okHcVrHFWipbHdxosXP69GnGx8dZWFhAURSWFBvjkdZr3kwii0UUibaRgyuzMwDs3D7Z8nqtruCwd79tNtSm63ZP8tf/1xh/+88vs2NT999cIBAgEAhw+PBhvP4Q3ztZ5b/83K1U8yni8biplLXn/fr7+8kmF0nULFy6kmT/9rVHFBh5sH379pmv3bZ9DEkUePbkVFcSZswH6+V3ZpCypSVdGf21X/s1isViSwmLPnQdFo+9aP6bGR8fJxaLYbVa37B5MFgnCdM07Wng6cb/voTe3tT+ngrwwRW2/+/oDVI/9SiVSpTTFoKBCvWKgNWx9pMuQ21anxVRP4TuaO/X6+K8BSQV14iKIIF3s0IfIBfLlBekZVI2bZAyBQQNwVFHLgqINm3N+31Ng8xlmdM95MEMOJ1OQlhJTvSxNqXU4cjX9DxYwEXZ76Tsd8JYkLSq4chXcWXLaMkcoYUsoXmdlJUtgvklJVlB6cG+2HMerAlaMkNWlFDWoTbZ8gXqTg+y1U7eaifvDkAILHIdR7WIswspswoaZZuDmlKhLq5tX7QpFSwi5NdpRdQ/b31DmvU8mFvPlYlu8PZRbhR92NQySj2Dr57GK6TRNN3yV0PAppapCp1KWTeItTxyL3mwBgRNwSfKZJ3rmA+mNOaD2TzLSpkjAJ6GUlY3KvHzHfbFDRL2xsDG9XF9MJQTSZJQVbWnGUFGtmmtPFj7NuNdsk2apjFfOceR9KOcyR6grlXpd2zhvsgn+GH6CNfffjt37ngLNHiVoigtMy6PHDliFmoEg0EqlQpWq5V0PsWh0k84sPg9NOD+/g9yT/97u34vYx16xcTE+ueDxeNxAoEAIyMjjIyMMLZ9K/u/+2d8bOIG3ukZMm+Wz507B+ikTJLr5ESB6blZRoeGO9ZuT0QnFycSC9w35jHLHG67bXnW1UQgiCQIXEqnu36vxcVFJEUhYV05EiCJIrKy/ODXWKvBkVGm5VcY2L6LX7xzv6lixmIx/unZg4Qreb7zne8A4Hbr9zE2NAY8rQ6by4kMQyFfhyWvmEkgYelQ6JbSBfqDrWUkBppnXQW8Tn7jw/esuF+wXICxedtuKsem8EaGecd9+kiDbDbbYl80rKU2m41arYZNsnFh6jLq3det+e+mm9rkczm4YfMwz5yc4jceeFPHNu2qZi+IxWL4fD4ikQh9fX0tJSzN9sXmcQVWq/UNnQeD16eEbWAVGD/89JSD9JQDi79EcFDA21CXupGy/JX158GKjTyYzdu7QpWZU5HCRYS24cEWt07I2klZ+YpI/qKEgMDsD6xoVgXCFcLDNpxRBVuwk5TJeQHLVeTBBAQ9B9YjnJnGfLC2mWKaKFD2O/TX20iZZy6DBgzOLDE4s0TGJqL4fZS8TkoeV1dSJqavPg/WK6z1Ok5UluydtjrZYqVgCVBoIWUlvKUMtmoJl1zElZ+irgnUrW6qFnej4a+TlBmzrq4uD7ae+WBZfT6Yo23NjPZF0Q3eSIOUVbCpRTxyEgGNvnLDvqjo9sWK5KJmcaG2kTJJra0/DyaX1j8frFGwUW3fptm+SJN9sV7CX05QU+obebANbKALpqam0DSNr33ta9hsNsbGxsyn/oODgx03ZpqmrTsPlsvlzFlX+XqCmdJJ5sqnSVQvk6xepiAnsQoOdvrvZV/wZ4g6Jrl06RKq+lpX+6JBZN70pje1kDKjwfCVV17hlVdeQfVWCA/t4fad97Lbsxdbl2IiIw82Pz/f8/5MTEwwNzfX0aSXqhb5qzPP8e7RPewLLSsbxppt377dfM1vc7K/f5SnUnF+7/a3s3evXpaQz+eJxWKcP3+e48ePEwS++qUvY7fbGRsbM9WYaDTKzlA/AgYJ29J1pppNkhj1BbiYTnXdF+PeYGGVh5Q1RcHTlBc01CbRoxOhfo9+rTSspaOjo/ynJ4/wof238uHrthCLxXjhhRcAuNVZ4V+++be83N9v/s6uLCUZabMiapqGVCsgujuv3clskZ0TnepWc/tgr5idnUVRFDZv3gRMkcwuP3r2+/3s27fPVK+MvN8rr7zCzMwMUVsN+fJhPv3p0y3Hppu1dKX2wbt2beJPH3mWuVSOoVCnTTAaja57PtjWrVs77JPNraX33HOPScrOnTvHCy+88IZ/SLlBwv6VEIvFQNIYf0uJ0pJEdq5O4oKHpTO6Bc7iLxMc1Es7PNE6Vqd2VXmw3Bx4B3sWAZCrAmrWQfB6Gd31sjIMUmb1aBQuWnDu14cw1xclqgtWUoesgBXNokCklZSVryIPNj4+3jUPthqUpRxZh7DmfDCTlPnsuOcy5IJuUgNB3PkyWjJLOJEhvKT7wzNWESXgo+RxUvK60IBAfX15MMcqebCV4Co37Is9DGnWSZkfe72CvVLiim8zDqWCXS4iVfIE5QJAEykzckt2lGyG4rXKg60AQVPwWBUKlnAPbxapCbp9zyckSdiGUEUrdqWIUsrir6XwGu2LigRNpMy0L16LPNgqkAtpCoKEslZjYxMp85cT7Nu1cyMPtoENtKFWq3HlyhVuueUWxsbGzKf+P/nJTwC6krKlpaWe82CappKsTnPw5DMAHBK/wrPnpwGwCg4i9nHG3dcz7NrFTt892KXl84fRCreWCtBMyi7Ez5Eqa5RuvkggM0ooO0FiKsWPzj7Gj3iMSCTSYl/0eDw89thjJJPJa5IHs0tWvnXpNTK1cgsJW1xcpFwud6zZW4Yn+X9ee4J4Ps24VycbXq+XvXv3IggCx48f58f9Vv7DthvpK8smOQNMUnaXbOVsbAr1+ttWVE42B4NcynQnYfF4HMVmQ7WvfL1fKhTZPBZs2WZ8fJxkw+of8bSe95PFElVZYSQcYHR0lGg0yoEDB9BCg7yarPB7999APB43VcxJAMXFo48+ah6bTC6HVVDxdCm+SGaLhP2d15qryTYZa7Zz2xbgSZLZlVu0jbzf2bNn8fv9ZLybOXfxEh+6YXOHitk+rmCl9sG3XD/JX/zgeR760Yv84YffZr4uyzLT09Ps37+/531JJBJrzgczYJCyYlHf3w0StoF/FRw9fxB3v4YrquCKKkT2CmhqkUpSojgvkb1SayFlkq+MkrfjHZaRy3UszrVPzOvJgxkozUuAgHM9s74WdEJlGwXRLmCbADd21JKGvLgCKbNoaEIdu92OKIqoXeZ5tGPy9t7yYCZUjXBRJRft3Zpirci4ZI0rPhdlr5Oy1wlDIZKqhrOEnR4AACAASURBVLNY6UrKipKAgN4XLclyT/ZC9zryYAac5SLVdc4HE3JZMlhRJDtFyU7R5gcXSEbDn1xEbCNlkk2jLjiwaBVk1rYvrisP1oCV8vrng6nLhEoVLHouzNZHUVOxq5WupEzWBBQBLEoVRbCgimvbGrRSjmwveTBzg6uYD6bUsKr1jflgG9hAFxjKybZt29iyZQu7d+8GdEUhHo+bNiyDlFmtVtOCaLPZUBSl5aZSVmssVC4wUzrJTOkEs6VTVNQCtfObEKwRRqJjjHjeyYhrN/2OzYir2JxjsVjPjY35eoYfXfkmsfgVhOEKD+79JW4O3Yco6BbLZvvisWPHzPxXKBQiEokwOzuLx+OhUCis+VkjIyMr5sHcFhu/tHU/f3PuILf3b+L94/vMfYHOxsb7R3QSduDKRX7Je3PH/tvtdpJuiSt+Ox+9/x36vubzLe2LWxJZWMryP87+D0RRxOPxkEgkGBwcNNWYLcEQz09fRlFVpCaFxlBOah4PthWsaJqmkSyVCDdy2M1q02JBv4HvayNhZj19oxnRyDYlNBu+sJe77rrLLGE5d2mKP/jiw+wPuluspc5GRs3vtlEsFk07Y7lap1StE/J1nym33llXRvug3+fF47SvSsKM9YjFYkxOTpJzD/HIqxe55/634Xc7zBIW4/g0k7JqtYrf72dubo5oNGoem5Gwnw/ffQNff/oQH7prHztHB1rW7N8iq/lGz4PBBgn7V0GpVKKalvDd0DqgThDB2afg7OskZZm4gqKJ5GdsnPqWDclXJjAk4I7KuKMy1i6k7PXkweyR3klYarYOPhXR3ipNiy6dkHUlZZc0RE3g4x//OHUUMpYihx99kVgsxvz8fAcpczqdhLGRmgisOw/WbkVcDa5sGYBi+3wwUehKylz5Mp75FBrQv5igfzFB1iKi+HyU3C5KbldXUvZ68mDrmQ/mExSyzk7bhCJaKdr8JilLN0iZq5bDKhewU6FPiSGrApmaBZsrSFVwdSVlrysPJvSuNtXKGYqihCq0rZkgUpVcLaTMplZwKEU8tQQi0Fea1ZUyVS/6qFhcVC2ujlljrysPto75YPaN+WAb2MCKiK0wH8zptqMNX6E/WiV0S5hiwUlyLk96tszieb3g6dvf/jaCRcPeV8PaX0LoyyL7k2ii3twbso0w6buTEddunsycoH9TlPeN/1xP38tobLz99ttXfZ+s1nk+8ShPLj6MnBaw1bfwrus+yM3h5RigKIoMDw8zPDzMnXfe2ULKjh8/DmBazpaWlswb6Fgs1pWUrZUH+63d93E8fYU/eO0HbPP1syc4SCwWM0sgmjHqDuCQLMwUsh1/j9Gkt9Vb43R60Xzd6/WyZ88e9uzRhwR//qVn+YcXn+MTYzs4dewYlUqFL37xi6aKOTExQbguU5PrZKsVQk0PJJeWliiXy5QjkRVJWLkuU5UVAk6n+b2MdXhiRq/07/O2npPb6+kNtSleUtg+svywVpIk6lY35yp2Pnnf27lr54R5bJ57/nk0DWbPHOF/njlCX18f4+PjjI2N47JCoVxdcc16yTVCZ/tg2O8isQYJa1abilb9eF6cS3Dj5IhZwtLcjBmPxzl8+DBTU1NcuHCBCxcudFhLf/Wt+/nnV07x6e8d4Euf+iCCIKxI3FeDMR8sGOw9fvFGnw9mYIOE/SvAkKZda5CjZlKGamMpCUP3l6mmJXJX6iQvuEme0QmG5KsQGAL3QIOUuTSK8xZERw2bbx15sCvd82ArQVOApAPHlrVPLgYpk8IatYsC9V0ONJeImJBxXq7ztrfpkreMQrqNlI2NjSEgULqKPFjJv46Ww2xFnw/mWGM+WBMpsy1mKEpQHB3GVSyhpTJE0hlCKV0p6yBlkrT+PJhs5MHWkVOqNrJNPeShDFImqXVccoFFywRWrYpNLOFS87hU/WK7TMoCVAU3MvaryoMpK+XBVoKmEbDUqdh6aGwURGqSC0Ww4K8nSNv7qUlOHEoJuZghUE3jrelh8LzSSspsSkVX6K5FHmy1bRrzwfr7+3veZgMbeKPAaNJrV5vO5p7n0bk/aXpFwBq0I4VsaBe245qo4h3XqC44qCzYyR+1A0FEyyb6h4NMbtrB5OYdDA0MUSwWyaRf4Jb9t9ErmmddrYQLheN8b+YhkrV5dnhvZCRzE8/zIls3rTx3C1pJWSqVIp1O84u/+IvE43E+//nPs3fvXm6+WVeljOG4zaRspTyYAYso8tlb38/7n/wSnzz4Hf7xvo915MHMVRUEBl0+pouZltcLhQLJZJIbb7yRHWqaZ+amVtyffSNj/LHTgn04CseO8eCDDyJJkvmdn3jiCQA+DPzjt7/Djq1bTWupcaNfcDpZ6aqSKesPTIONMqx4PG6qTamzMURBINBWlLVMwrzmNtHoINOXCtx3XatjxpgRNhoJmNbS4eFhDjz7HNMVCx//ufdRz6eJx+OminnfECyeeYEf/CBn2heBjvbBtdCuNkXDPq4kc6tu00xC64J+/3JuVidh7fD5fOzdu5fLly8zMzPDJz7xCaanp021rNla+sBQgIOXL/G9p1/kfffcSjweZ3BwcN15sC1btvRsvS8WiywuLpqE/o2MDRL2r4BYLIYgaTjDvStU6St1JL+Ge1jFPawS2iOhqRWqKZHyvET2SpXUBY9JykRvBbVkwRnSkMsCVtfa9kW5KqBmesuDGagmRQRFxLKOe0m58fBMHbSieSXUERuW611UKipiQu5KymqijGKoY6oGPVgSlaUcWfvaeTATmoY1XaTqc69vPlhdYWkgTNntpOx2Qn+YlKbhLFV0UpZuJWUFScQCqILQs33RWTLyYL2rLcvzwXonoWpOV5tkmwMZB2X8YBkkp9WxqyVsYhmXmsOlLgFLyKqAgIYq2bFQRdbWti8KmoK31zxYA1ZNb2ysSOtQm5ryYHXJQc3iAnuEkqZhU8rYlRJKGymrqQKaAKIqI6pyh1LWDfVe82BN2JgPtoENdMdqatPl4lFEJD6x7e+wiU4kwYogCMzPz/NQ7SHedv2HW252S6VSi4L07NMv8OzTL2C1Ws2n8g6Ho8O+uBIM5WQltemV1E/43sxDhGxRPrrpv7DdewPffvnbXdWm1RCPx5mYmDAzZYZSNj8/TywW43Of+xx79uwxSVkymSQYDLJ9+3by+Txeb/eGvpDdzV/e9kE+9PRX+L0nv81oubyiorEz2M/xZGspSPON/s60le9ePEGiXCTi7Dwv7w7rNwXnLl5EEAS2b9+O3W5vsZb+yysv808vvUgol2vJ+1mtVv24VKvYnN2vX+my/pA12KSEGWpTplzB73Qgtp1fp5bSBF1OPA672T645/obkM+f65hRZcwIGw4t28yXlpaQa1WSNQc7tm7B73a0lLB8/u9/SK2QarGWGsdCVVUKhQIej17ZL8sK/9+Xn+Dd9+zh+u2tNfDtGbqRPj9PvLL6wO5Yo33Q+J0F3A7Ozyytuo2hNhm/z+YSluZ/N3tdVY4/8xhnX3yaer3O6Ogos7OzLdbSlZBIJCgWi+tWzmDDKQIbJOxfBUfPH8TVr9FDuzagq01ywk1gUgGWZ4QJIjgiKo6ISnCPpYWUZabrqHkH5SU49x0fgrdKYFC3JroaSlk7Sgt6HsxxFXmwdZGwBVBsKpqn7R+vQ0QdsXWSsqSMPVZFQmD0yAKyCGmvgBD2Uwo4qHpsnaRM1QiXVPIDV5MHW/98sFL7fDBBWJGUuZb0IHI4kyKcSZETJRSvj7LTRcnZ3b7oKpeuIg+WI8M654NZ6lQtnTcLqmClLPkbpCzaIGVl7GIel5pHokoY3b6Yq1iwugLUcCHj6CBlrysPto5tHKo+H6wutj0ZFgRqFldXUuYu6xetvuIcAHlVQnP6qFpdVLrYF408WGUdeTBJqW/kwTawgRXQrUnP/LPScTZ5buo6CBk6b9pcLhc7d+40GxObSZlh+XvkkUd49NFHW4o+hoeHu5Ky9llXBjRN4yeL/8ATC99h0rOPXxj/XeySs2v7IECymuCRuYf52ZEP47W2XqPy+bypNjVDFEWGhoYYGhrijjvuaCFlX/7ylwmHw5w/f57PfOYzhMPhlgHFzZX9e4KD/N83vosv//j7jHZZM/N9oUEevXyGTLVMwL5MdOx2u96AKOj3IqfTi9zl3NSxfcDhZMTrJz2/wMTgYMeaeTweNm3bxksnD/Op976XfcGweWwOHTqEpmlsisdRRZFvfOMbpkXOaMbMVHQlLOB0dLQPZsrlDhUM4OTcIruH9ZsVQ22y+XQyPhxsG8icyNDv9+CwLZ/zjd9ZWrbicy3vj6mUbd7J13/0Ks987pMsLS0Si8XM+WRPPfUUTz31FJFIRB8andZ47PmzOB3WDhLW3j4YDfvIFiuUKjVcjs57gG7tg9tG+ji7CgkrFossLS2ZFsVmtFtLDxw9wx9/4xHuHvWipRe5fPlyh7XUODbd2hfh6vJgQ0NDPW/z04oNEnaNUS6XqaZFfDd0+oZX3CYpgSLijK4+pLmZlIk2G4tLELm7hlwQyF+pkp5ykz6nnzi6kTIjD+a4BnmwlaBpGqV5FaFvbcXEJGX9FuxTVXLjbmp+G45UDWeyiOeS/qSqmZSV/Q4qXpueB1OhdC3yYKvAnSujAGXXGp/TRMq0ZBZNg/TwKK5yCSWTIZxNE8zqaoxOyryUnW6dlEkS1nz+KvJgMlnHOrNNIuR6qKbXSZkVFBUXeVLqKBIKNqGEw5LDhX7y70bKXlcebB1qk1jLI9t6WLMGKatLdvyVJbL2EBWbF7usK2XBShpftWFfbCNlFrWOVdDIrMuKuNH6tIENrIR2FcBAvp4kXZvl+uA7O7Yx5oP5/as/DGkmZRcuXGBoaIibbrrJtGE99dRTAObw32ZSpqoqMzMzLQqdqqmczx/h+cSjnCsc4abgvbx/5D8iNXKr3doHLxTO8VcX/pS6VmN/6Hb2+Fttar2qAM2krFqt8swzz/CRj3yE2dlZ4vE4J0+e5LXXXgP0og+DkE1MTPD+8X0c5wAFa5rn8jO8u4tKtyekD2I+kZ7nTdFN5ncz1KZdQb2o4WRqkbuGOkkYwJ5ABMv5K4zv3tv1z30NYparVvF4POzevZu+vj5effVV3vGOd/CXr73GoKqSa1LKjNlRFZebiCrjs9k61mw+WyDq87R8VqUuc2ExwT3b9VY/43e2pOrHattg67VyMVsg2jbzKx6Po0k2XB5PVxfDRDSEoqjMJfNMNKylR48eZcuWLdx7773m7+zYsePU6zXu3wzZ2Mv8y7+UzOPjdDo72geNso90vtyVhBl5sObfzObBMP/84qmu627sS/OarYZ79u3guy+f5WT8HFus8MlPftJ8ABCPx01raTMpGx8fZ2hoiHg8jtfr3ciDXSU2SNg1hv7DF9bMgzVDbywEZ3/v25QXJHDUcY2pCAL4d9vQ1Dq1tEx1QSQ310nKtKqE4K6iVKGXsUqaSs95MANqASxVkXpkHTfTSQUBgUqfk2rITjnqAgJkqwr2dA17uooz0UrKqo1IlyqKPdsXe86DNX+3VJ6kfZ3zwep1Cv4AFaeTitMJoTBZTcNRqTSRsgzBbMO+KIq4UMkJIpIio/SQ11tPHszcRm4UbKxHodJK1BUBWXAhI1DVfGCJUlJlrJSwdpAyfXRCVROxalXqXZSyDmgaAYtMxbYOtakxHyy9rvlgDYXO6qHayIjhiFBsKGUOuYRSaCVlVVUAEQRN7dm+6Khv5ME2sIGVEI/Hu7YPTpd05WrU1frk3lABduzY0fNn5PN5UqkUN910U4dSdvnyZdOG1UzKIpEIqqricrnIVlIcyT3DS6nHSdUW8FgCvHPwl7gr8kDLzXl7icHh9Ct8aeqvCNnCfGryd+mzL9ecK5rCbPlKi9rUK2KxGENDQ+a8JUMpW1hYMPelnZRJ2Ry4bTx0+EnePdqZvdkTbJCwlE7C2tWmoMPJsNvXYVlsxjbJTl6DgZHhrn/uten3H/na8kNpY822b9/OwunTBCIRPvHud1MsFlvaFxcvXuQdwMNf/BtcLheSJCHLsj6YOZvlnsnNLZ81lUihqBrbozrZMtSmM1dS9Pnc9PtbSdvUQpqbty7nqYzfWUVyEW4jeAZG+vVrVHw+zcRgqEVtai5h+cO/epSXD59mS9SGTStx/PhxDh06BOh5LUVREATBtJYGGw+GM/kSw32d18FuZRn9QQ/FSo1CuYrH2ZkTNNSmXtsHP/nOO/jzvzqOxeUlEokQiURMpcxoLW3P+xlNpX19faZ9cS1iVSqVNvJgTdggYdcYV5UHm9PzYFKPoo6mQWFewxUVEYTlzxFEsIc17GEF3642UjZTQ857oGbh8sOAp4Z3UMQ5oOKIKl1J2evKg62HhCVkFFGj6m+9KKt2iXLUSTnqpJ2UOWZ1tWH01DyyCEmXqNsX/U4qHnsnKXudebBe4SxXsAIlV6d9sRspc5ZL2FO6fdFXyuIrZckjobq9VOwuynYXitRJGs082DpmXSm5tK422dajNhVQJA9orWumYqGKr4OU2YQiDiGLVVBx1uPIqkC2ZsHqDlAVXdSFLvZFrYJF1K4uDyatg4QpukLXsWbN9sU2UuYqJdA0iBTnoThPQZVQnT4qVhcVaxf7IjoJ2719ciMPtoENtGG1PNh08Rh20U2/o1V1WVhY6Hk+mIHV7Is7duwwCV0zKTtx4gQAjz/+OI/95Meo4RL+wQhv2/ZO7th6Hw5b57k21tQ++NTiY3xn+htMuLfwya2/jcfSqrIcyRznM+c+x02XdrY06Wmatuq5ol6vMzs7y6233tryuiiKDA4OMjg4yO23395Cys6dO0cqlcKTU7j5cI0/j/85E+MTpq3M5/MRsDsZdQc4kbqy4pptDYS5nG8t72iGu1AiC1hC3fNwzUqYgXg8jt/vJxAIoKique9ut5tdu3axa9cuAP7syWf4/sEX+e3rd3Pk8GEUReGrX/0qVquVPXWVYMbL9PQ0Q0NDeiFIQn9wtikSamkf/MGxK+wabr2JSeaKLGYL7Bxdft1Qm5I46evvfi364cHTSKLAeDS44podPTfLD58/wy+/51ZkReU7Pz7MU1/8dRYXF0wrJsDBgwc5ePAg4XAYX6iPIVedKwtJdm/uJE3d2gcHGuUji5nCiiRsPWrTloEgfTaVC9k62WIFv3v5htRQMdtHSZw5c4YTJ04wPz/Pl770JVPFbLeWtu9L+5q9kbFBwq4xjpx7AedV5MH8bXmw1VDPC2hlK46B+qrvayZlFq+dpQUBz60q1KFwpUY+5iR/vkF8PDW8URFHVMXZIGXGwGVLX2/7AjoJ65oHWwWV+QqyF5BWv2k1SVm/g8HZItkBN8WwC1emgiNVwB9PA+kWUlb2Oyl77Fhr1zAPtuo2Pc4HayJl0VqVai7HYv84zmoZJZcmVMzibzRXFZBQ2kiZkNNnXa0nDxZYIQ+2EiSthsOikld7sC82SJmmiTjFLClhCEFAty9KedzKEii6UparWbE0kTLbtcyDrQKtnO1tPphByiQnnnKCgs1PwRHEIRdRChkCTUqZTsq8VKxuKlYXgqZhVesbF5gNbKALVmsfvFw6xohrT8cMr6vNnPSiNhmkbGzrMMdjr6FaSrAry0B+EnUxQvJYimePvcpByxFGRkbMm0sjUxaPx9m2bRsPz3yTJxZ+yD7/jXxs8yewdTkvPb34HCElQD6d57ab9cZGTdP434/+KXdGrud9I/d1/Y6rzW2aLqb4yoXn+P2978IqSiYpE0WRWCzGpvtv4+GTL/Fel5/Tp09z+PBhAILBIBMTE9xctXNifhZobR80EHG4uZBJrrh++YUlklYRp6P7ddVjsyEAuYYS1jzrCsBjt1Osdb/vySkKaZebe9/8Zg69+ip333030WiUo6fPsHj8BMVL5/nypfOmtXRBlYgIMsMBr7lmg8PDXHriJG+/rrW58sys7tzYObJMwozf2ZmlGh++sfOm52x8kX88cIx/f/8NTAyGzDVrVpsUVeVPvvYk/SEPH3nPrfzo+dPUZYVktmRaS8+fP4/NZuOBBx4wVb+p2CVu7Kvx/GPf5cyhp1sGLns8nq7tg/1BXa1byhTYPNj6oNhQ6Iwijl4wOzuLoGlcqQp87clX+Y0H3rTiew1SVi6XOXHiBB/72MfIZrPm/rRbS439GRoa2siDtWGDhF1DGHkw/9YaqgI9zI0182Cugd4IGDSsiLCugo3KvAiiinMTCBK4drrQVJAzKvWFBimLO8lfaJAydw1NEcBZB7U3+56eB1MQ+nqwoBmoqbiLkNvSe8GGLVfHokIx7KLQ56bQ5wbCJGoKzmwFZzspE6Bk07+PIvVuX+w5D9YELZklJ61vPpg1V6Du9FK1u6jaXeALk9c07PUKzkqpCykTcQsqJauXklpHEdc+PuvJg5nbqOufD2YVGmqT5AFBpIIPnFEKmoxNK2ETStjbSJmiCdQQsGh1aprU029H6DUPZrxfU/CKMjlH76qmTanoeTCbm5rFSc3ibFLKKjjkInIhQ7CSxVfVj02lYV/cIGEb2EAnjBvd9na/tfJggUBgzTxY+zbj4+NrNrupmsqh9FP8cPqbqIsjDO4d4CP3/wGOhipfLpdb7ItPP/00oNsX+/v7KZfLXJTPcn7uJG+OvpV/N/oLiF0e8qRrGY5kjnNX7VauMG2eH87mY5zJT/GWaGuN/jOLx8jLZX5mcP+KGTqAE5lZHr78KjZJ4j/veVfL/vv9fq7ftZc/WniZT912Kx8d3Mbi4qK5L6dPn8ZXqXAH8NnZP6NSLhMMBsnn8+ZaRxwuEpVSV7WuXq9TSiSZd4pYVlhnURCwSRYqst7GvLS0ZM66Al0pa1bJmjGfL9DfICAAk5OTjIyMsGR18sMTMb76ofcQUGrmjX9xYYH7LfDnn/kTs6FwJpVD0DR2jw60/N2np3XLzo42EuZ0uSkqsGO0VTnTNI1P/92TBDxOPv6+21u2aVab/unJ45yLL/FHv/4unA4rwwP6Os4sZBgIe5Fl2cyDNZewFMtV3vNbf857bxkj7FRbrKV+v59isYgkSeRyObOEpT+g7+NCpnOm3NWoTcY679u5g28+c4RfuPdGQp7Vr/2xWAyv18vw8DAjIyOmUtZsLY3FYjz55JOATsqM+YAbeTAdGyTsGsLIg2Uv2MlesiKFSwSHLbgHFBx9SldSZubBBtaRB5vX82AW39q19AbyV2QIqwhNnkdBBGtI/6+dlNUWrFRnQUAg+31QXHWcUQuWfrD2g+juvPlVC2CpSFeVB6sGe1c07Gn9pN0+pFmxSS2kbKmu4MpUcGYruK/kARi5tIAsLJB0SAihAEWvk7Lb0ZWUCak8Kbt0VXmwXmGV67i6zQcTBKo2J1Wbs4OUSdkUgqDilvO4c3mKqoTq8JqzsLqRsteTB1OE9c0Hy2sWsLaumSpYqAi+rqTMpWYQBBioxJA1yNatSO4AVclNTewk9JJax3UVeTBR0Ovse9/GqMDvPDbNpKxkkrISjmKCmqZt5ME2sIEumJrS50594QtfwO/3mwH/0bFhPjDyh/Q5J1rev1L74GpYqX2wHbPlS3x/9otcLp1jML+TjCZy/54HTAIG4HQ62b59u/n5zaTs5Endvlg4WWHozFYqIyrPTDzDRKN63tL0IO7xhadQUQlmvaSaFLrH5g/iEG3cFVn+rpqm8bexx5EEkXcN3UosFmNwcJCKoDCdn2erd1nd+5nhvRxOxfnm1Ev8yta76Hf4zDWbnJxks1d/6DRVSCKKItFolGg0ym233Yamafzw5CE+d+CH/IzTRTWTYWFhgc9+9rMEg0G9RMKiYKnWKco1PNbWa/TMzAyaqjJvsyKtcI2sKwpVRcbTyP+1q5pem42lYvchxbPZHCN+H7FYrEWhm83o8702RwcY8HnMvN/Pf/4bBNQa794yaCp+Lz/5GO91w4WDBxCWZhgfH2d4eJhT0wuMRQJ4GzY+Y81s3hCQZcdY6/n77OVFjl6Y43/7+fvwNh7KtrcPZvJlHvqH57hp1yj336orb9GwTpgWU/r9x+zsbFdV0+20U8OO4hrg5z705hZr6ZEjRwA4fPgwhw8fJhQKMT4+zsjoGA5RZTbRfeD2etUmI0P3tne9iceO/S1f+8mr/NZ7717x/YaquXnz5g6C3m4tNUjZhQsXOHz48MZDyiZskLBriFgsBqJG5E11qosixXmJxBE7CQQQVZ2UDVlwRfUBzaL0OvJgA615sNWgVIGsHfd1q5O2ZlJm7dOozYqI11lAAGFJpDItI17ST7bdSNnV5sFUoTMPthpqC3nyDgHFtvqTFNXaIGURF/aFAhWfi2yfF1eujD2dJzCr2yxkgQ5SJqoqwbpCor935cTRyIOV2/Ngq8CcD+ZYgxw0kbKwKqPmUix4x7ErZZR8mkA1i7emqzFFVUR1+FpI2bXMg634FVHw2hQK4tprZpAyRbPi1jKkrANoggW7WsKu5PDUl6C+1EbKXNREJ3ZFv2hfkzzYKlAK+pqtqTQ2kTJPNc3ebRvzwTawgXYYebDrr7/eHNh7/vx5jh49CtAgZXOmdSkQCHRtH1wLa9kXK0qRH89/ixeTP8Zt8fLB0V8ne1jlOeG5rmpTMwxSFp4IcXD6OdS6xq1vuQVLwk48HufAgQMcOHDArDSfmJgg5c/ySPlRbu/fz+Kri2YerCRXeHbpEHf13YjLsnwDcC4/w8XCHL+57QMtebB/mT3En539If949+8w4lo+x94/uItvxV7mUn6JfofPVJsmJibwWO30OTxM5TsthYIgcOvWnfz6scd4R6Qfpud48MEHzZr/s2fPUi6X+XfAQ3/5ebZu3txybGKxGAiwaBOxrGDxLtZ1h49R0NGcBwOwSBKy2t3RM5vNsW8oSvzi2Ra1aSaTwypJ9HmXr5mapnExleOd123nrW+9h0OHDnHTTTfxwlyOpfk5hmvVlhIWZIm94FP0KQAAIABJREFU/rBZEpNOpykWi+CMEnA7OloTnzl8EUGAt+5ftjW2q00PPfw8xXKN3/mle83zf6ARf8jk9WbmbgUbBqJhH3MJfWBzc95vdnaWcrnMhz70IeLxOPF43LSWvr0f5o4c4BEt0ZL3W2/7oKHQ3XTTTWwaCPGOG7fzneeP8StvuaUlG9aMZDLZ83wwg5QJgrBBwtqwQcKuIV47dxBHv4Z7XMU9rhJCQKlWqS6KVBZEilckEkftcFQnZWK4jJpw4h5RUZVqT/ZFMw8WXT0P1ozqoggIWPt7V85qjbmB4oSEYBdgG0iaFbIa6pKKsNhJyqyiBVVS0XqPg1GZr6D4WDMPZkLVCBU0CtHuwyq7wZwP5neSD3nIhzww0cdCXcGVL3clZQWriADIFglBVXtSw9yNPFhprTxYE4z5YLX1zAfL5shgoWZ1UbO6wBE21Ri7XELOZwg2kbKSKuKwqtREF6JWRxXWti+uJw9mwJgPVluP5VHT16xi8eq1+PjAFiWnydiVUhspA1nTa/FlQW8sRNN6siT2nAczN9AISDIV+3oaGzfmg21gAythZmYGTdPYvXs3W7du5ZZbbkHTNJaWlkxLWTMp8/l8pq0sEAisWWBhYLU82Kncq3xv5gsU5By3hd/O26Ifwim5+Ur8K13ng3XD5VKMvzz3P3EuhZic3Mq7bnqP+WeVSqXFvnjgmQOgwaQ4gmNIZDaRYGxsjHq9znPJw1TUGm+L3tHy9z965WVsooX7B24ws01jY2N8ceZR9vhHWwgYwIhLL2uYK2fM/YdlcrDZG+ZSFxIGELK7sIoi2SsL2Gw29uzZgyiKplL2g+Ov8bkDP+J9/iBnz541VZlAIEC9XkdyOrGpGtIK9v58zSBhtpY8mHEc89WqqZK1bFetkqlUGHDYO2ZdzWZyDPu9LYOaM6UKuUqViUjQXLPJyUkeOv0im8a28WsfeQ/lcpl4PM65Cxd56qXXsGfn+OpXv4rFYjHtlxfn0+zdNNzxOztw5CLXbRki6Fu+tjW3D56LL/JPTx7jg2+9gc0jy1X4XpcdiySSypbMbZrngzVjIhokfiXV8lqz2mTYF40SlsXFRb78vcdZmJluyfsFAgEymQyRSIRsNtuTjXd2dhZZls3fzK+8ZT+PHjrD3x14jU+8846u21xtVnMjD9aKDRJ2jVAul6mnBVz7WtUpyQ6uURXXaCcpK0xbQBMpTotc/HsRIVQmOGTFGVVw9KldSdlV5cEW9DyYtfeRUqRna4heCWvTfDBBECAgIAVEmOwkZcqcgoiI4/E8NaeK2OdAjVh0ZczV5eb3deTBSoHec1rOTAWAUlsph2KVupOyfBn3ov5EanBukf65RZJ2CwT8lDwuyk5HV1Km58HE3vNg0MiDrSPbpCr4BZmss+1gtljkwpQ1DatS1WdWFVK4RBWHViJav0hJFtFsXmqCi6ro6krKbKr+5K5G78qRkQdb93wwSez4DqpgoWzxdZAym1rCXU8jCjBQiqNokJGtSJ6GUiY5O9bSyIPlryYPtp75YHX9QrvxlG8DG+iEkW0aHR01XxMEgf7+fvr7+7uSsrNnzwLw1a9+FZ/PZ9oXJyYmCAaDXUlZ86wrgEwtwYnsixzPHiReOsugY4Jfnvh9RlxbgJXbB7vhRPYof3PpL/AUfYg1ib1bW2eAORwOtm3bxrZt23h26SDPnT3EjtpWbpT3cu7MOQBee+01jh49SjWgsSPUh21Yo+6sY7VaqSp1frLwGvf07cNjdfJKY80KfompqSX+j90PdnwnR6M9t6Yq5jo3q02bPGF+NHu66/4IgkDY7qY+k2ZT05oZfzY+PMxpn4XfevOdvHV0q5kpm5qaMo/NB0vwt1/4azZv2mSqMcZnG9X0HpvdbB9sfkiVLJWIdHGOTKX04qNgrcoSrefU2UyO4UDrPUMsqb9/PBw0ycHg8DDxpTRvv04vAXE6nezYsYOs4OLJx8/xFx97F/02lVgsZhL/LZYUQirD176WN39rFqePc5eX+I0P3tX6mY08mCiKfOZvn8LvcfKrH2ht/RQEgaDPSSZfMhsbb7755q7HYnwwxHPHppBlBYtFv88z1Kb2a4phLb31ttt4+K8TfPwjHyTqtRBrDCnPZDKcOnWKU6dOmdZS49h0I2WGqmccm8mhCPdft5VvPH2Yn7v7BoKezmu6MR8sFAp13Z9uiMfjG3mwNmyQsGsEIw+2FjlqJmWSXSJzBIJ3yNTTAsV5kdQxKxyzgai2krKIimhpkDD7OvNgczKEWvNgq0FTwZqyIU2srpg0kzJtUEWbU6lN2tHsIlJShitVbJf1J2E1h4rY30rKrmUebDU4sxWqElSdq6tNzaQsmipQQKM8FMVVLGPN5AgsJBEWkiiwTMrcLsouB5ogrDsPZqnXuufBVtuXarm3+WCCQN3ioG5x4AMoL5KwjGLVqtiEElY5h1vMggJlWURtI2XLebDej41Sy5KnMw+2IjSNgLW3+WAGKaupTrxymoytD1m0NYhZDm9Vb7vqRsrsip4Hq1yLPNgqcMhFFEFkYGBg7TdvYANvMMTj8TXVpmZStn//fv74j/9YzzZt3kwsFuPChQscO3YMoCspKxQKJJNJduzbxjNLj3A8e5Dp0nkABh0T/Ez0F7gz8i4sTRbj1doHm/F84mn+Lv4Vhp2jvKn8Fp7mwIrbvJB4iYcufYVd4R387vZfxybakGsyx44d4wMf+ADHL5zi5bOH8Fyw8vXzX0eSJH1gdMSOtV7n7TtvNNdscHCQJ1OncEhW3jp4XcdnWRttkrKqtOTBDAy7A2RqZUpyDVcXx8WAZEcsprruS6hxbUpXSwiCwMDAgPnf2bNn8V23i8di5/nFwUHOnTvXZi2dQPX78Cgqbqu1QznRNI2pdJr9w50zxi4mGopQPtsx6+pyOsPbd062vN+op5+IBHn6xWcYHBxkqVhF1TQm+lqHCJ+e0XMT120ZJeDW7aUnTpzAFRrkqYsZfvXenSzNz5klLIIgctuAgFdJEIvFGBkZoVqtmu2DT7x0jiNnZ/nPv/IWfF2se0Gfi1Su3KE2tWNiMISsqMwsZc32xbXUphsn9Tlnr12c41fecQvRaJRUKsXi4iIf/ehHuXz5slklb6iY3UiZodA5nctk65PvuoMnj1/gKz95hd9uy4YZCt2mTZt6tt6XSiUWFha49957e3r/GwUbJOwaIdaYD2aP9E6Osldq4FNxbxYBjQAW1JpMdVGgutCdlGkZAXtYQFMUhB6OnpkH29v795JTICgiQn/vvkJtSSef8ogdzSchbwE0jVpeRUrUkRKdpMxitaCiIdt6/5xe82DLX0zDkixR9a9vPliwppAYCJMPeMkHvDDcz4Ks4CqWcBeaSBk6KctaJayAIvVuX3QZebB1kbCirjatJ9uUTVMURWo2NzXcFKUQWDQsWhV7oxzD1kbKrKKKKtoRNRmVte2L68mDGbCizwdbTzW9XTXsix7qkoOy1QeOKDm1YV/sQspqqogqAmg92xflQqa3PFjzd5NL7Nq2MR9sAxtoR71eZ2Zmhttuu23tNzewuLhIpVJh+/btXH/99ezfvx9N00gkEqZSdvHiRZOUuT0uxMaM3ScL30KdyzHs2szbox9mr/92IvbuQ2tXax808PTiE3xr+mvs8u3l45s/xSPf/ecWtakZLyVf5a8ufpkd3kl+Z9snsYk68YnH40xMTLB9+3aetZ7kvL/AQ9f9V7ILadO+OPvaZa7HzQ9PPczRoSFmZmbYuXMn8VKBfrsft6WTwBrNhHVV6WgfBLA3ZhnW1e4Z8sGKfr7qSsIa1fPJSrnrmjlGhji9FOO9H3g/LovVVDGNvF+pVOJngYP/8F1skoTD4UDTNDRNY6FQoFSvs7mLknIplcIiiqTm51uyTaliiUy5wuZI6zYXF5NYJJEBj8tsH4wv6fbM8TYSdmp6gaGQj4Bb37fE/8/eewc5dt9Xvp8bkYHO6J6OMz0znJw5zEEUTSpQlC1L8trltddJtnfttdfrUH5+u/vWu88rLu21JVmy9EqSZcuyLUqWLYukmDkcTk6c4XBSTwegc+5GDje9Py6ABrrR3UAP/xNOVRermrgN4HcxF79zz/ecMztLIpFgXvfjb97EJz7+MWAphOXr//QqHjXKlYvnuHLxHJIkFdQfUZT5y78/xvbuFj72aPny4Qa/m4VoskCoVvucdbbYn6WxZSTM5/OV9IMVo97roretkQt9o/zih44CS0pwfnwxP1panIy5fLQ0EomwefNmFhcXC5/p3tZGPnb3Lv7u2CV6Whr4xH1L729ubo54PF7V6H2tH6w8aiTsfcKlvtM4mqvoBzPBmnXh2WoBS+qZqIKrw8LVUYaUjUmgS2SmYOTbAtRnCGxScARNHM22UrYcBT9YsHo/mNBUOTkyZ0x0xcTyFR0jCDYh80voWyhDyrKICGw6NU3KAWajm3S9SqbBgeEq82Y24AeT0zoe3WLCV0U/WCyNACSWxbOaskQ84CMeKCZlKTzxJO45+4LfND9H/fwc87KMEKgj6XKTdpYfXyz4wZTK1aa8H6wqb5Osk5GXqU2CgC440XGuIGUOIYFsJYAMTcIAaU3Ekn1olhtbu1tJTO7ED1YVCTMSaGX6wUxRJiX6l0iZpePQbVLmyubGFxMjtlJm2EpZWnaTkZwru9Ysi3pJ25AfrPYFU0MNKzEyMrJqP9hqKKcCCIJAc3Mzzc3NHD5yiHCij0vhk9wauklkchFpwo+AiONcNx6fh/aeLfi7uxEkFUst7ynLq02rKXQnZ9/iH0f+hn2BQ/xq728iIq1Qm/I4N3+RLw58la3eLfzuXb+JQ7L/ZjweZ3Z2lgMHDrCQjfLG1DnuadxLi7+JFn8T27ZtYyw5y8+f+F98yn0PW1L19PX1YVkW169fR74BW/wSb+hv0NPTQ2dnJ4piX4el3PXLsMyya5YnaasFYARiGXRRKFGb8nDJCk5JZiGdLPl9XjnJe/aimQweRV0xWvrt82f5m+Nv8unWIMP9AwB84QtfwO/342luZqum0SLLK/x+A7Pz9Pp9zE6NsL/ID3Z13N6c7Gwt7fG6EBpjb3uQyYnxgqp5ctxW07qbloiyZVlcGZpgT/fStEJ+zS6Px/jUB3cvvXeXi/bOHo4P6fz0jz3IZ54+WohdzxP/1157hf310BJs5fhbtjLa0dFRODcA9QE3oYmFQvpgsdpUjGAuSXEql6S4VvpgMQ5t6+CFs9fRDZNsJs309DR79pQSwmIV85577ikhZTdu3GBxcZHBwUE+97nPUVdXV1CYf/3xQ8xEE/z3f3yV6UicX33yHgRB2JAfLBwOI8sy7WWUzx9l1EjY+4DV/GBrITsngCHiCOprPq6YlCkBmYUz4L3bxIwLJCcFIlcluCqDaJYlZXfkBytjHi0Hy7LITukIzY61VYZiUtZp4p7IkuhwofkUHPNZlOkknvGc0qGC0egi0+AgXe/AcEmoser9YO5IeT/YmsfEcv1gq6QC5WGTMi/xgJf6SBxN14m2bcKdTCJHo9TNzdIEGGCTMn+ApNtN2unCEsX3zw+2Bux+MGv9frAiUmYi4TQSRLRNSKKOIiWRzCguyY7CLUfKNuoHS0oiZhVqk5CNoTnWXzNTkEkpftKyB092gZhST0b24DASKKkovtQMdQJFpCxAWvaQkZyoRqbmB6uhhvcRlahNYH+X6JZGxkxxe+gWvoCXiDLJdCxExkyTNhIk9Tiz2XFuRC8Q1yNIgkzv7j3svu8oZ751g4A/wJ49ewiFQgwODnL16lXA7iYrHl9saGgo+HRW84Odmz/F34W/xi7/Xn5ly28gCTLT09OF9MFinJg9w5cHvs5W7xZ+767/iLNo/D+vAjS2N/NHV7+AZmp8svOJkuN/OHEOSxb4xN1P0uwIoCgKb731Fp/85Cf59uU3EKYWOXHiBG+//TaiKNLe3m5v+rs6kQy782x5+iCAkjOXr6aEKQsJFjzyqp1qjU43c5klJSy/ZnfffTdWTimbTydp85beHBUEAd3l5KZT5b4HH2K4f4APfOADuFwuW43p7+f+bJZT3/0u7y0bLR2Ym2dXbtqleJ3fGZ1AEgT2bloKXUlkslwbn+KXH7q7RG364ulX6WgI4HctnYfb47NMLsb41Q8tKbLhcBjV6SKmCTy0d3PJezj1XgjdMHnkYC9Op7NQVzA4OEhdfSM/vDTP3h4vqizw9ttvc/z48UIyZmFM1utgMRJnZCTB4cOHy64xQFPAgyQKBRK2mh9sOQ5tbec7x6/QNzqNkFxYsWblUEzKMpkM4XCYX/iFX2BiYqLgxcwrZTsCAYLdKi+8/hZTMzP80c98lHA4jNfrrcoPlvfQ1fxgpaiRsPcBw8PDVOIHK0Z60r7gOapILMxMiVgOHdc2EUGw8KJiZi20GQttahkpEyxoSEMc8GbBqix9r1I/WAkSFkpaJFNFNL00pyMgkGpzkW10kOz22KODcR11PmuTspkUngn74p9WQXTYr0lzyBWPlbkWK/ODFUOcq74frEnTiPvriHt9xL0+aAkyYxi4U8klUjY/R9N8bnxRknBjsijKCJZZkbKV94NV51PaeD9YFi+YAinqAQvJzKCKqbKkTBQt0qaIJOsYVLDWVfjB8pBMDbdkslBVNL3tB0spXjKyl5TiA2crMctA1ZM4jSRKKoIvNUudMIthQdoUQQILwf4HUcG5cdT8YDXUsCpW84ONp4Z4afJbRLR5knqMlBFHtzSwwDm0E6M1yl8N/N8r/p5DdHOX7wC7A0e5y3cQp+QhFovx0sJpjhw+wpEj9o9lWczNzRXGF4eGhgqkzOv10tTUhGEYNDQ0rFBjLi2c5xtDX2Gbdwe/1vtbKLmbReVixq8svsdXBv6anf7t/O72JQUsj1AohKIqfHHmu0xl5/h/dv86W71LASWGZfLyxHnubtxBc06BD+X6wXbv3o2pXWWgU+Nb9/wHRkZGCmNlJ06cwLIsnhZEZsfeYWYxWUhfVHOpgwUSZq0kYYlEAimRZiZY/oajaVkk9Cxy0boUe+gizpxnbNm4YuGxsSiKKBKdshWsvXv3Ul9fz913383/ePNNXrp8mc898MCK0dIDgoDH6UKUJBwOR+HcvDMyzo7WZtzq0v7kQmgMw7Q4uqWTvhNv0traiupwcGFwlMf3lqqVp27aZPjBXT3AktqUFt3UeWX29JQmah6/PEC9z8We3iWVMJFIMD09TaB1GxMxkS/+4s/Q1uQvScYMh8MFUiYIIodbQddNXC4XmqaVKGV5yJJIsMFX6P1aK86+GAe32crS5YFx6jNTVacPhkIhgsEgXV1ddHV1FZSy4tFSLRzmiDcNg5f44z+5ikO0CAaDhfHF9UbwU6lUzQ+2Cmok7H3AnfjBJGdlG33LgsSkgTMoIwhLzyOq4GgHR3uOlGkW2rSFNi2QHBewMhJCRmb6OQujPoO/zYEatFCaKespK/jBmqv3gxmNlRM3KdcPlq0r2rALArpPQfcpK0nZQhZpKgUIdL8zQVIBvcFDMuAkVedEc8plSZk8nyTj35gfrFI4U2kUC5LLUp5MSVpBylypFO5kEmfEHl+sSyzgSyywKMgIvjpSDjdp1VWWALoyG+i6yvnBquoHy8QwJQ9QvGYCBk5SprOIlGVRxCSqlEAREqiShdsYJK2LmIqXrOAmK7jLlj3LZDbsB9tIP1h22TGmIJFWfKQVHziDRC0DR46UOdPzWBa0JMYwLIgYCmJeKZPLjC9ik92aH6yGGlZirfTBs3Ov0he7zC7/Ubrc23BLXpySh+yCxZnse9yz42G2b+7FITpxiC4ckhu35EUVnSv+rZXznAiCQFNTE01NTWVJWV+fnVj4/PPPc+zYMXp6emjvbGfQfYsT6Tfo8fby77f+DmrR+PPy9MGR5Bifv/0VOtyb+J3tv7GCgOWPydRbjGfn+C+7PsPeulJyMJmaZzYb5d81PwksqU1Hjx4tPMbCwuFwsHXrVrZu3QpAJpNheHiY//r637E7Y2DoOoODgzzzzDO0t7fT3d1Nym0hmVZZJSy/ZhOu8tetWwszLGbS3NO6pGAWk4PRlN3ZuNwzlsfgwjzdgTqGh4fx+/0lCt3QwgJNTU0cPXq0ML44OzvLhWvXee7tE/SkUxiWxZe+9CV8Ph/d3d1ERkIc3LWzhDBfDI0iSyJ72pp5I5c+eGt8hmgqw9HejpLXc/72CJuDDbQE7DHKvNp0Oy3xwO6tJaXTum5w6t0hHj1U+vv8mt0cTbK7t422JnuMsDgZE5bqCo6ffodUv50keezYMd5+++3CuVk+WtrRUsfI1ELheSpJH2yp89Lod9M3OkswEaoqfdAwjEI/WDFWSy393usneffaNYKKwdjYGJ///OdLStd7csmYlfzbrMFGjYS9D7jUdwq1aQN+sN5SP9haMOIgpBSUddQ2UVkiZUqzSuQtAWWfAFmB9JRA4jokr4lYgoVZn8XXppaQsoIfrAoSVtYPtg4yUxX0gxWTsk43La+miTW7SdU5cS2mccwl8E/ZXwIpBbR6D8m6JVImZ3Q8msVENaOI8fJ+sLXgidtfQMtJ2HKYkkTC6yXh9dJqGGSiEeYaO3Blk0jxKIHoLA3Y44vlSJkQibw/frA1IFkaTsUkbqz3/gUMHBimA0NQccgJIgQRBAtVTqHoMdySHfO/gpSh4LByhcvvgx9sLZjJCNEK1szKkzLZS2tmgYTqI6X6cehJ5GSpUrZEytxkZBeSZdT8YDXUsArWSh8cTFzjLt8hfq7n90t+fy50DniPB3d+kDpfZYmzoVAIVVXLepvyWE7K/vqv/5p0Os3Ro0ftMImh27z33nsAbHJtpXvzdt6Lv0dPTw+NjfaNubwfTBAEIlqUP+v7Ak7Jwe9u/01cZRKI836w8d4En9nykxyo37HiMRb2jVU1p7atWLNVviYdDgfbtm3jxk04TJDEpUE+/vGPMzs7Szgc5tSpU5imyaeBFxe+y87ebYWNv6qqNqGSJKbV8vuKgajdL7arvqXwu7yHzul0srA4C4BzlVqWocUFttTVE7rRT29vb8nmfGhhgT1FkwN5v5/eEuS87KQnG+eee+6hqanJTsYcGOCgnoJ3L/DnQ7cKG//3BsPsam1mfma6kD54emAUgKO9S2qjZhhcGhzjqSM7C7/LE8rhmMnP7Cgdlb3UN0YsmeHhA70lv897m67cjvBrn16ZVplHnpQlLQ9Xrt+mqcHP0099uETFzI+W5scX2/0Cb4YXqk4f3NbexMDoJII2ze7du9d9fB7rJTbmkSdlv/bTP8Hf/rPK0LsXmPZ28tP37WRibHRF6Xpx+mK+2FuW5Vo/WBnUSNgdIpVKkZ0X8N5lVDohV7EfrBiZKfsPq1VMO2WnBCzRQr1LQpAEHHiwNAtj1sKYtkhPsoKUkZbAaSKXSWEqh4r9YMXQTDxxiPdWUbgc05AtSDS7ibd4iLb7wLJQkjquxbRNyuYT+KeXSBlOW4HJVjG+6I5W5gcrhjm7WH0/WCyG5vKRdNs/1AWZNw2cmSSuTBIxHqWuiJRFkAkIOgnVX/H4Yt4PFqsmLCOnNmXNyomrmvODpcUAliCSFADBQiaLShJVTiIvI2UIFhkEhCoSC20/WOWqpmCZ+CWduKOKxEbT9oNFFHt0MaX4wBUkYho4jeQyUmZ7ylKmBNL6YyM11PCjiPxGd/mobkxbYCYzxpH6x8oes1r64GoIh8N0d3ev6m1ajrxCd/ToUbbs3cy5wHFC3ddo0zu5x3yQ5GSaUCjEzes3AfB4PLS1tZFMJmloaCBjZPnzvi8R0WL8l52/R6OjvGJxtf8aAK2dbSuKmfNIGnb1ipJL16rUQ5eHKAhkpyL4/X72799f2Lhns1n+9fIpvn3+LR624NSpU5w4cQJRFNm0aRNzc3MIXheilS37d0fj9jW73WvfyNN1vZA+CHByLIwA3NPaseJYzTAYjkT4QHMriUSi5PqY0XVGo1Ge3rGSkL4zNkFH7hTu3r2bzs5Ojhw5wrfOX+YvXnyNP/nAPURnpgujpd0AisqLL9pjfF6vl3P91+lpri8oXgA3RqZJZjTu3rZEzEKhEJLqJGkIHNneSTFeOXsTt0Ph3t2l1/VQKITTW49FmocPlxK0cmj0O6l3Grj9jWzbtq0Q6JJXMfOqbH609P5G+Ksvf4V4PI7b7SabzRZGS1fD1k1NvHVmCHzVlydDdd9dHjON4nByaiRC1jHGFz7zEzgUqZBaGipTJaFpGp2dnchV7JF+VFBbkTtE3g8Wv6UQDwm4WwWcrSbOoInst8ruF9NTOT9YFYmFeT+Y5K9cbYpPZLHqLQRpaUxQUATkNgG5DRz7V5IyMSkhIKD9S5psQMfV6kRoFhGaRAS5zJtJ5vxgjdX7wTINlfu01Hn7SyJVHMohCGgeBc2jlCVl7lmbUHT3TZKUBbIBD0m/i6TfRdahlN3Mb8wPphP3V642KVoWj7WyH8wUJZIuH0nXEilzZVK4MgnU2CKCAF4tinshSsSUETwBMrKHjOwqS8ryfrCMWDmhKvSDUbnapOsRYpaEVVzILQjoONBxkBTql5GyBA4rjiBAW3qAtCFiqD4ykt1TZggrz82SH6yKri8jmesHq0Jt03MK3bJjLFEiJZaSMoeRxKkncaYW0KyVm8waaqgBhoaGEASBv/iLv6Ctra1wlzwamABgi7f0zn25rqv1UJw+WCnGxsYwDINsY4o/vv6H6KbOT3T8FI8HP4SUm9W3LIv5+fkV44tvvvkmx06/Rbwuzkd3fBBfyoPlWZm+aFkWL189hilZ/Pu7f3ZVVeNaJATADp9NBPLpg84Kw7FEBPSZCD137Sp5DlVVaenq4MqIyP/16FPs9rUUPGWDg4OkUilIwScj8LWvfa1kRM7hcDAajxBQnfhV+/tguUJ3anyYPU1B6pwrv2Pem5kiaxq06QbDlJKDkUgE07LKxtO/MzarfC+NAAAgAElEQVTOToeCYpR6my6PTuDw+Xj8oQcRBAHLsjh57SbPPPevPNkZZG7cVr+++tWvErBE7q5r4OLFi4UQlvO3RwA4vNUmjHm1KSW46Gj20tqwdFM4o+m8dqGPDxzZhtOxtH9KJpN2MIvcQkdLgJ5N6wdTZJJRJBFMufSmc17FLCZlL7x5ln9+5SRer/3dffbsWc6fP79ifHE5KdvW3sRlUUOqMn0wHA4TDAZXTWxcjvya3bVtK3/8wZ38l2+9zG9/7V/53C8/XUgtXV4lMTAwwK1bt2qTIqugRsLuEKFQCEQL72ELbUYiOWmQDOf+0Tp0m5QFTZytS6QsMv7++MHWgpkFMaKi7l77OYpJmdzhJvWqgXVX7vVP6Ri3dISbApZgkQ0YuFodJaTMms75wZoq94OJc2X8YOsgMxkn7mTtfrBlpKztRBjL4yLW4MUdTeFYTFA3FwcgJQlk6zwkikiZaFgb8INlUCxr3VHEYriS9vjiev1gliiRdHlJurw0ImBG55j1tuPQ04jJCL7UHKIwh2lBxJQRPXnfkk3KlvxgVaQPlvWDrfF4THyqQUJYZ82KSFkWF07iRKQmLEHCISZRtCgeIxf0YYgYqpeM5CmQsvfTD7YWnEaSpCmu2w9miRJp0faUtWkx9mzbUvEd+Bpq+FFBXm3atWsXjY2NhEIhzp07x+nTp0EAZ902rk8OkOox6erqwul0FrquNnJHv5pj+gb7QIAXtO+x2bOFX9j8azQ7Sm+kCIJAY2MjjY2NHD58mOeee46RkRH8++u5OXiTxmgd145d5dqxq3g8npIxrKamJl6fPkt6Kk6wrYU2d/MqrwSuLAwQdNTT6moo6weLaikc0urXJH9GwMqUHytzSPY2L2vqqKpKb28vvb29tLW18Z3vfIfxngZU3aRbEDh9+jQnT55EEAQ2bdpEkjS7nSqZTAaHw1GSPpjUsrwzNc4v7imf+HdydBgANRrH7/eXdF31zdljjpuX9V8lsxo3pmY4JOkrkvTeGZ3gQMemAskUBIH+SJIBU+WTP/HjfPWLf8m+ffuQvAG+/9ZpetNxnn/+ecBWx6Y1ibubFaxMEsvrKvjBBpICR/aUqmAnrgySSGX58L07S36f9zZdDcV5+on7KxoVHB8bsfdw+tr7HYfDwYG9u/lfz13gnrvqEQWLp59+uhCLf/LkyYKKuZyUbetopknV8dY1V+UHGx4e5tChQxU9HmB+fr7QD3bkyC4Mw+K//cMr/OevP8//+aWnUHNKV3GVhM/nq5GwNVAjYXeIC32nUZrBvR3YbmFZIkbcRJuC7JREclIvJWVBAWtaxdVlYVlmRZNVlfrBiqFNg4CA1FJ5UIAxnSN4WxVwiqh7HKBbWHMGzBgwlSwlZX4DhyVjSCbWKsbecshOpkn5WNsPVgzToiFmkWj1rv/YHOSUjkeHiXoPC8EAC8EAWBZqWsMdTeGJplAXEwSKSJnpdiAAGbXy8UVP3CYH1ZAwdzJJtup+MNsPllL9pFQ/uFuIWAYOPYVTSyLkSFmgiJQFFJ2M6Kl4fFGyNFwV+cGWIAsb6AcjV1ItBTAFhaRUn+spy6JayRwpi+ExcuOLhogsS+hmPrGwsnNTqR+sAMtC1hJknNX3g9VGEWuoYSVGR0cxTZP9+/cX7vjni5v/8eJXEGbdnD93njOnzyAIQon6s5a3azkq8YMV43bsJiduHMf0mzzd/ZM80fpRpHVM3XmFzt9ZxzHfaR55/AF+uefnWFxcLChloVCI69evA+Byu5j2xPAlZHbs2boifTGPmJbkzNwNnmw7UlgzwzAK1xTdNLi6MMwTm/av+tqa7FTzshtdNTfimDFK7Q+hUAhFUbjmt7i3dQu/eN/HyGazjI6OFsbKfKNzBCx45pln2LRpE7FYjPr6ekRR5OzUGJppcn97+Wvf6dERdjY2MTE6usIPdm5kBLeisLO5lJhenZxCNg3MdOn44mw8wchChJ8+XOrBujw8Tke9n0w0gmEY7Ny5k5MTMc5m3Hz2934FUc8QCoUYGhpi9up1OkWLL37xi3i9Xvx+O1BjIW1yZHvpOOWLp27QFPBwZGcpOQuFQgiiyEJK5EMPlBK01RAKhchYKsloZt3HtrcEEASLhdkpdu3YtkIpy6uY4XC4hJQFg0ECiknaFCsaX4TK/WDL3wssfc5+/N7dGKbJH3/7Ne7+z1/gzLO/gWvZTd+aH2xt1EjYHSCdTqPPg2fvkjolCCD77B/XVgvLkkpJ2bgBlkQqDKOTFu6giCNo4QiayIHye8vM9Ab8YNO2H0xqqpwcRcbTyF4RuVihkwUIyhCUy5IyK2IhIeL+4SJJn4nS4sZsUjAaZFDKPLdmbcwPZi4bRVwHrnL9YIJA1qWSdaksliFlnnmbkHWMTJEamybr95Lwukl63auOL5qzi8Q24AfLVtkP5hd0oq5StckOk/CSVrzgbskl/NmkTE4tIgrgshI4sn3ENBnRGSAruskK5ccX78QPplXVD7ZAUhYxi8Y87J6y3PhiGVImGTEEEdqSg6TNvFLmJiN70MuML96RH6yq8cVaP1gNNayGct4mRVFo6qgnEuvnww//W+6v/wijo6MFEpPf6H35y18uGV/s7u5edTwvHA7T1dVVkRp9PXqVv7r15zTOd7Hv0G4+3PZ0Re8lr9CFlQl2+rbziz0/iyiKNDQ00NDQwKFDh7Asi8XFRYaGhnj+ymu4JuzXc+7sOd67+l5JilxzczOCIPDy5AUypsbHNt1XWDNY8un0xSZIGBkO1W8u+7qyhk5d1ER0Ocp66Bw5ZWQ5CQuHw3R2dTKZHqXdYxMSVVXZsmULW7ZswbIs9v7d/+HTTT086KgnFAoRjdo3xp555hnwezlqaDTGUwWlLI+MrnNhYoyf3bydRF9oxU2qi+PjHGhrQ1mm2rwzNk5LLsWx+Jp6edQeXT3QsUSyLcviUnice3u7StbscydfYnNLA80BL+ClsbERoa6V//H2MP/z04+wyWm/9xs3bgBwf0OSa8dfIDlyzR5dbG7l5NVB/s3jh0pSEcE+NwndwY7NrRWNIuY9dCgBZnL7i7XgUGQ6G9yY+vSK75TlyZjZbJbh4eGS95KZnygQ5vznrKurqywpy6t61dxAzPeD5UNqAH7y/r2cuBHijXf7+fu33uGXfuzoimNqfrDVUVuVO4D9IRZQ1vB2LSdl8fdEklfAc8hCX7DHF1PDMiBhOQzcQWEFKduQH2x8pR9sLVimhWNeRuhe5w5KMSnbrCC8lCTb48BSBZhKIA+kEfszWIJVlpTdkR8sUAUJq6QfbBkpa704CEA62IwnnkSNxgks2rcYU6KwkpRB1X4wWdPK+sHWfC8Zu+sqI6/thyomZT5RgtQ0C2IbipVBIIrXmEMwbaWsHClTN+IH0yLEWOYHW/NFWtSpOhnZv/bjikhZWvTiMmNElEYMQcFpJJGzMTxiFDKUJWXqhvxguZHHKnvYzFo/WA01lEU+SW95P9hQwlaLtnh3oSgKmzdvZvPmzViWxbPPPsumTZvo6OggFApx/vx5zpw5A1BCyrq6unC5XFX5wd6LXOHLA5+jJdGGZQrs27a6urTi2FzAhqPVxW9t+3VkceX2SRAE6uvrCTPF+cQIP+beQ3xgjieffJKRkRGGhoYKSpnb7aa7u5vj1m32tXTQ691UsmZ5wvnO/BAAhxrKk7Db0SkaY9DQ01pWaUto9venS17aC+S7rrq2b8WcGmGTZ+V32HwmRdzU6eju5rFdRwiHw3zjG9/g0UcfxTAMXrx4np0pjX967jsIgkBbW1thFHNSEsgaBpsRGKCUUMWzWW7OzvIfylQWXBgdZ7tDRhFK/WCXRsZRRJE9m5aus2MLUWbjSQ52bSJ86wqtra04HE4uhyZ4cn+pn/BC/yiCIPDQgV3UeVwcOnSIwcFBpjMSjkAzezfbJPPaNfscf6BNIJAe4fz584XR0lQqxfT0NKPzKk9/tDIVbHx8HF3X8TY2MXl9saJjuusl0Na/saeqaoGUZbNZZufmuZ6p4zOP7SIcDpeMli4fX8yPlgaDQdwVTvHk/WA9PT0rPme7O4O88W4/n7hvb8nvU6kUk5OTPProoxU9x48iaiTsDpD3gylNlR8Tn0wj+GTcO+0Los+SMOMW2WnQpkSSkzqpYYU8KXMFBVITFmqjBLy/frCSYxZANESs5irazGfsO1baZgemX4adbhK6hTSvI81pK0hZymeiiComFpq38o9ewQ/mqPy1SXNJMoFq+sFM6jSTuWAji011LDbV2UpZVsMdT9qkLLJEytKigO5xoVgWWVWpPH0xmRvFq4qEVd8PZi4ukJRE0s4AaQB3C0nLRLGSOKwUEMFjzOErImWqpGMJTuzPWSXrZuJzVOAHK0K+Hyy2gX6wlORHk5wklHpw2EqZw0iWJWWSLGNaYAqVj5Y6jERFfrCSY/QEO7ZtrfnBaqhhGfJjh8Xepjyi2jxeOcAm15aS38/MzJBKpdi9ezcHDx4Eljqz8mNYxaSstbUVn8+eqlhrFNGyLM7Mn+Bb4a/T5mzn7sWHOCOcrTh9MKmnePP6MXBa/M7B38CnrD0a//3xY9QpPqQ5ne7ubg4fPszhw4cLSlkh6GPwNs0xHW5G+dMLf0pXVxfhcJi9e/cuFRQvhOh0N9LsLH/j6vJwH05dYEfv1rL/fyBmx8h3e5eUm7wKIjfXwRS0lyFho3Hbo9vhXSqPBjh69ChZUeCXBy7xGw9/gJ9o6SwomGfPnuXUqVMAPCWLzN/ux+VylQQ/XJmYwLQsDi0bTzMti3dGx3nKNFZ0XV0aGWd3WxBHkZpyMTwGwN72Fr7/mt11NTg9Ryyd4WBP6d8+f3uE7ZuaqfPYryPvBxuOO/mlj9zHU/fuwrIsFhYW+O9f+g6iGWNhbpoXXxwA7GTMfF9XShf54D3by671chSSQdvaWTgzTjqr4VzHo12naKQz4rr9YMUIh8N465vov5Hhrv1HePzxx8lmsyXji8v9fhMTE2zdunWFirka5ufnicViZZWz8/0jbG1rpN5bukep9YOtjxoJuwPk/WDV9IMJc05cm5c2hIIAkg9cPnD1gs+SMRNWbnxRJDVhIGgy2iRMf9fEGRRRghZqEKRVxhe1mTvwgzVVQcJmDXTFwvQVHSMLGC0KRouyRMoWdKRZDXMqgbhoK2Gtb04T84LY7CFTr5KtV7GUMhtZ06I+bpEMVukHq7YfLJZCBJLeZeOLDpWsQ2Wx0SZlSlbDE0/axCxHyIIzMwRmZ8l6vSRdbpJuN1lVLXty7sQPVlU/mKKTlUq/tC1BJCt4yeIFdzMpy0SxUjisJCKLKBJAmkbhNom0hKQGyFpuNMsFrHxu5Q78YNX0g6lmcmU/WF4pEx0rSJnDSKLqUUQBWhNDZEwRXfWSkd1kJDe6WObcWBaKliCzykanHPJ+sNoXTA01rMRa/WAPNj/F/U0fRlz25VkuYEOW5YLCAkukLD++2N/fD8A3v/lNWltbS8YXXS4Xi9kFvjX8da5GLrPVexe/3vuf+O7571aVPvgPw9+FGYstvVtod6/tOxtPTXNh/hqfan6coZnL7N+3pLbllbL6+noOHjzIf7v6N1yf6OcPmn6c0eER+vv7sSyLd999l9u3b9Pd3c10dogDW1b3lA0M2UrZgW27yr6e9xYmqFNddLiXRhXzfrC4254UaXdXRsJaW1txuVwcD93GtCwe7NrC5rYONm+2Vbo88X72h8/jSSRZmJ8H4Nlnny2omFfTaVTL4uAy0jwwO0cmnULMloayxNIZ3h2b5FceuLvk8cduDdLodePVMwVv0zuhcXstupdIWDKT5UponE/dv+Qny3/OFg2VR/ZtKZwbQ1A5PZTgMx9/kF/62D0sLCwUSEx+5G9/a5pvfO3LK0JYyp2bfPpgey7sa2o2RvcaY4yWZSFqMWZTIhlNX5ewga02TU1Nse/wPXDjBpf7x+hsrisJYQEKpCwcDnPr1i1M06Svr6/s+GI5UrZa+E0qq3Hm1jA/9dBKVTnfqVZNYuOPGmokbINIp9PoC+DZU3nMvD4Pgi6irjO+KHntH2cvKP0S8bOg7hUwYzKpKY3MSC4+VzWWSFkLSHX28VquH0xqvEM/2DrQprIITev0g8kCRrOC0azAVhe8OE+yzYnhljFn4nhDCbxDCSwg5smRsoYlUqbENBRjg34wXxUkLJrCBJKeNY4RBDSHymKOlNXHB/AZBrGWIO5kEjUWpzWWU8oEoSwps/1gVXRd5fxgMVflalOl/WA2KfOQxYPLqYI5QUxrQRJ0LCI4xXncwjyWBfEiUqZbLizEDfnBVCtJUl/mB1sHghZDU9dZsyJSlpQDuPQocaWOrOjEYSSRs3E8uu1nyJgCuuorIWVLfrAqIvBrfrAaalgV63VdLSdgYG/a1usHKyZljzzyCH/5l3+J0+lk27ZthEIhLl68yNmzZwHwNXmZ9U+SaUjx43t+iie6PoJpmIyMjJRV6MqhL9bPiaFT9GRbOVDB+OLz48eRBYkd2XaGuLzq9WE2E+HE7Ht8asvDHNl6mCOHDvPWW29x7NgxPvKRjzA+Ps7twQF6oxbm4G2ePflsyca/paXFLoyemMHtkFZVTt5bnGB3XVsJSch76G5FZ1FFqUC0ipEnYe1ef4H4Hj5sJyG+M2WPBx5oKSVSiqLQ0t7OK5bGLx/YT+bUWe677z4URSEcDnPu3DkMw+CngH/4m78pvJeuri4ujJb3g50NjWBYFg/2LikwWV3n7b4QH923o8Tb9KUzrxIMeOlqWvr8HL82REYzeGzfklIYDofJWiL7tvfgcy/tLd64eBvLgsfv3o4gCCV+v2s3B5hPGXz0iUdIROZKQljcbvcKv59pmoX0wZYG+yby7GJ8TRI2Pz+PoWWYSztIpddXzfLvBeDgnp343xzknf5xPnbfysLmYlKmKApvvPEGn/rUp5icnCQUCnHmzBlOnTq1YrQ0T8rC4TAej6fEDwbw3Am7DyyWXBk8EgqFan6wdVBbmQ1ieHgYrLX9YMuRnbL/q7Ss/bhiaDM22VJ3KQiCgAsHZtzu9dKnZVLTK0lZalbH9JkgVXZ6LdPCsSAjdFbu0yJhoqZF0lVE00vzGgICyQ432UYHbPORMiyUxSyO+axNysIJvKElUubIXYTSnspfW8EP5q78mA31g+kG8UCASF0dkbqcUqZpuJNJ3MkkyjJSprndeCyTedlR8Yhc3g+W3gA5qEqhyvnBMmYAEEBsYj5roggpFDGFZZUhZYpJShPBUeG/ActCMhMYauVqk2hV3w+W94OlZB9p2UuCenDmlDI9WZaUCbL9WTGqGF906klMan6wGmooh+XepvWQ95xs27atouhvsL1Nc3NzfPCDH+TBBx/kkUceIZVNcuzWG7zTd4nZiWkcYS+OQS9nL1wkFByloaEBwzAqSlLUTZ2vDX2Tpoi9cV4vxCCqJXht6iwPNh9idmAaRVFWfZ4Xxs9gWmYhkAOW1KZ8GfK3Q6f40pXn+eNNT7E4PkMoFOLmTbs82uVy0dnVhXs2jdpS3pecMXT6ItP80val58h3Xe3Zs4cX5sPsqg+iiCsJ8e3FWQKqk4DqJBwOlyTpjcaitHv9qGXi0K9MT2JYFl2WwG3gyJEjBYKYzmT46Je+xIOBAKooLtUVAIbLzQFLQ5JKCeXbA2HcqsL+olCOM4MjJLMaj+3sJXz2bfsaLMmc6gvziaN7Sj4/r1+5TZPfzYEttjpmWRb9A4NMpUV+/PBdJa/99Qt99LY30tNWSpQmZ+Yxsgn89Zt44rGHC39ncXGR0+eusDA3xejoaAkpa2lpQdd1O00y93rMdQKu82rTXFommdGoX/vhhWNkWaajo539vZu4PDBW0TEtLS3s2rWLXbtsBVXTtJLxxeWkbGZmhra2NrLZbIlS9pWX7NHgzzxZ6vGr+cEqQ42EbRAb8YPFJmw/mOiqnLikJgzUoFxyURG9AqJXQNnCEimbyZGySQ0xpSCmIPY9DSUoIbXYo4ligLJfbuYCiHqVfrBZ+46V0VT5R0ietfvBtKJ+MEsSyDY6CqQsaVioRaRMXcgCAt3nx4m4BKxGH6k6B+mAE7Pc+CI5P5i/Cj+YYVKXNZi7034wQUBTVSKqWpaUuXKErCE2hyc2j+byknK4STk9ZOXy44t34gcz5Wr7wdyUesFENMuDZnhAWknKVMnCIVu4zdvEshKiI0BWcKPhwipzl1smgyJaxDfgB6tmfNFp5tZMKj03uuBAVx1FpEzDoSdsX5kWBQGCiWFbKXPYSllaXmV8EZvspmV3zQ9WQw3LUK7raj3k0werSWsrHpEaTQ5zau44Z+dOkjDiNG1v4YmHPsT99Y8wOTFZ8C3dunULgO9973ucPHmyZHxxeUjBDyZeYjQ1ziOpoyT88ZKuq3L4ZugHZIwsn+z4MV54/Z9XdF3lYZgGz4+f5e6Gu2h325uI/JodOXKk8LhLC0PUBep45O77C79bXFwsjGLe6r+NbII5GeHZZ22lLP9+gsEgNyNT6JbJnvolAlOsHL135iyf2FwapgCQNQxeHenn0fYtJeucPzej8QgdvvLE7+KEPRIoLkbw+XwlaxaKRglZFr957738+K5dJX6/7586Q8DQMYA//dM/LYwv3rjZz32dbSWE7/itIVyKzJGuNk581/aDnbk9TFrT+cCuJZ9hRtM5cSPERw7vKCQdzs/Pk04lWdBdhVFEgJmFOJdvj/ErH18irHk894O3APjwY0tEQxAEJMXFX3zrXQ7u6uSzf/DbJX6/PFl++eWXUR1ODrbqhPqv093iLCRjLkc4HEZxOEnoAqmMVnZ9l6NYbTq4tZ23rw4xH03S4C//nWkYBiMjIwXPZR6KohSSMWFptDQ/8qtpGsPDwzzzzDMlATmZbAYQ2BwsJa7Dw3ZPXG1SZG3USNgGcf7WKZSmO/ODrQcjDmJKXtfbVSBlm0EZV0kdNxHukpAyEpnpDPKofZpNxURpKSJldbk56LwfrMpQjhV+sHWQmUyR8tnEa1UUk7KtXjyvTpKpd5L1ObBmo9SNRakftaMjbFLmJVXnLJAyOW37wSar8IO5yvnB1oE71w+WWqtpfhkpax0fh2iUhfpWXJkUSjJGc8omZhmEJVLmcNueMUGADfjBAoqOJlWnNrlUk7i+HtFZImWK7EIQxojRjCCYWFYEtzWPl5xSlpUQlpGy980Ptg7MVAX9YIKALqjoqkrCqqM1GyWteMnIXhxGEikTp0ErGl90eMnIngIpkywdxczy0ccfrfh11VDDjwrW8oOtho2Y+G8P3UZSRL6x+GVGp8JIgsTBuiM82PQBtvt2IuauAV1dXXR1dfHwww/zjW98g3g8zr59+wiFQly6dIlz584BEAwGC5vLWd8i/zT2r9zbcDfRiciKrqvl6I8N8/LkKT626RGa8DMzM8O+ffvKPvbU3HVmMxF+a/snCr9b3ttkWRbvzA9xf3OpWlNXV0ddXR379+/niz/8NqlzN7n3kYdIR2Ilm3+n04nUFOAu3aItKxc8ZXk/WNbnJKFn2dPQuuL1vT0+RCSb5unNdgpgOBwu+MGSWpZb87N8+q49Zd/bxYkxttc3MDYywubNm0vW7OK4TdDyoRz50VK5rp5XTl/k02Q4cOAAgUDAHl88f57dhgH9s3zlK7MFsnzm9hBHt3QyNzNdWLO/e3cAn9PBkd6lzq9zfSMkM1rJKOJQzkPX0dFVMor45qXcKOKR0tCNaCLN1et9tPsEjh4s9d1954WLJJJZxqcjK/x+3/zmN4lGozzwwANcunKdxXg/16+c5fqVs4VkzPxnraXFHo8KhUI0NLdC3xzpCkhY3g+WV5v29thk+8bwFA/sKZ+mOT4+jqat72UuTi0NBAKMj4/z8Y9/vOCTy6uYH6uDRUPklVdeKYwvOp3OgkJX84OtjRoJ2wDy/WCuylJKgSU/WDXji1pufLGagA192sISLeRdMoIsIKNgJSysGRNhxrRJ2VgpKUstaghOkB2VP09FfrCSAyy81faDRXUUE+aDXuJBD2yuI2KYOKJZXItpzNko9WMx6kdjWEDUJSA77c16ylP5pt1TiR9sGfL9YLpSudqkxOJkXV5i3npi3nposJANDVc6iSuTRF5Oypwe3IJOwhGoeERONdK22lTFKKLDssmRVkU/mCKmMC1ICfU22XE1k7ZMFFI5r1gE3zJS5nKIZAwBq0zIx2oQtBj6en6w4sdvtB9MhKjsJ6kGyiplNinLnRtTgFywSq2kuYYaViKvnHR0dKz9wGXH+P3+Nf1gYJOTW7HrHJt5jbFb0+h1Gj7JyU91/hx3N9yLV179O0bXdcbGxjhy5AgPP/wwDz/8MIZhMDY2VlAwiknZtkAHbZ0NXEtM0Nq6kqzkYVomXx74DgHFy890f4Rwn73RX22je3z6XeoVL/c1Lm0i8muW99Bdi4yyqCU50rCl3J8AYGxkFEEVeOKRDxTITiQSKah+7/Td4EjS4p//9u/5odNJd3c3Y2NjBINBbkVmANhZv3Kc+uREGKck89CmzYWuq7wf7NXwACld48Ob71pxnGGaXJqc4GPtXcT7h1dcHy+Nj9Ps8dAZKFXRToTCBHN+sIMHDxbW4JtnLvGVl1/n9+7Zx+LUJBcuXODMmTMcscBBlFdfnQOgsamJt64f4+Gdm0u6x9682o/HoXL3tqXP4bWbfaQNgQcPlW7gXjpzky3tjWzetMzz9PI7+NUsrW3tJd6mWCLNcy9cAmByJloSnFKsNh04cABczfx/r07y2d98gjqHXlAy82EfLpeLtrY2YrEYwc5eYJZkBSRs+Y2LLbnXPjQ5vyoJW65qVoJQKITH42H//v2F96hpGl9//g3ePHuJ7XWOAinLl65Ho1E6OjpqfrB1UFudDcCWWQVSNyAxpuFpU1CDFkoLrHbDPu8HU6vwg2WnbZ+XWEU/WHIig1UHatH4muAREDwSYrRJPugAACAASURBVI9kk7JkjpRN26RMTdofA+MHMcQmxVbEmiUIiOU3v3fgB6uuH8w2eqbqlhbVkkTS9U7S9U7YXEfUsHBEMwVS5l+wQzl6ro+x6BAx630k/C6SfhemXF61E2Y34AfTdJL+ytWmpX6wIm+TIKDLKjGvSsxbB40g61lcmSSudBJH0k7482UjODJRtFzCX1px28rQKiNysDE/mGFV0Q+mR4jrEparaM0EEQ0PGp6ypEyyNGQJWjO3iekSojNARnCTFcuPLy75wapTzkRh2SjiOnAYZfrBipWyHCmTLA2nnsRhJHBko2iw5sashhp+VDE0NIQgCHz+85+nq6urYPJvbW0tO76b94Nt3bp1VbUpa2Y5P3+K16deZjw9it/w44m3cN+h+/jIzqcqel3L1SYASZIKShlAKDbMs6f/gsCil+3pLdy8YStLr7zyCpcvXy4ZX/R47Ov5G9PnuBUL8dvbfxaP7CqoTeX8YAk9zZm5G9zXuAupyItVrDYBfG/kLC5J5dHWlSELYI80MhtHCdaVrFkgEGD//v3s37+fr742SRtOfqPlIKFQiKGhIeLxOPF4nNG//xceUw0WbgwwscUiGAwWzs2NhWnuqm9GlaQVfrAf9N+g1ePlaNtKgn1mbIRYNsM2USbMShJ6cXycQ21tK87xiaEwm2URmVLl5FRoBEd9A08/+QSCIKDrOn/3+ts8f/IsP+b3MzZm+5++9MUvctgU2WIEuHnzJt3d3agOB29eHeTBXT2oOSJgWRbDw8PMZiUe3d9beJ7QxDxXByb4j59+uOR1ZTWdf3n9EkdaTHbtKO0e++6L7xBPZnjy4V28fPw6sUQGv9dW1lZTm9weHwf2dBc67UrqCvr6AOi/fpknOuD8269hxXaXhLAsx3K1qd7rotHv5vbY7IrH5hEOh2lpabnjfjBFUfib0/0kMk7+5Ld/js5Gf+FmxuDgIIlEouBtrGF11EjYBhAKhUAAx25IThkk+2VSt+yLl+nP4mlTUFrsxEIxp3Zv2A/WIq85AlEMS7OQIwrSzrVPq+AWELolxG4JcV7CeD2LuUVBMECfSaNM2F8MhmKWJ2Ub8INJZfxg62GpH2z157EkoYSUud4OIzidJOpcWPNRGqciNE5GsKAsKRMNk/qswVyw8k4OZyqDalnMVngRg8r7wXRZJSarxDx1NEoySnSOBXcrDj2FlInZakwKspawRMpkN5pkkzKnnksfvGM/2Fow8ToMUuv1gxWRMtnpQyBETGwABEwtglefx5sP+tAlhGWkbMkPVnkoh9PI+8EqV/UcRoKksU4/mGDHFydUlQR1tOopdFGt+cFqqGEZ8j6frVu34vf7CYfD3L59GwCHw0FXV1eByLS1tSGKIrOzsySTyRWbVoD57BwnZt7k+OwbxPUYHa4ufq77V/BOBvhn/oV929Yvac5jPRVgLjPPn/X/JTSJ/KdHfotmRyPPPfcc4XCYe+65h+HhYS5fvsz58+cBaGlpYVNnOz/Uz7GjrZsPtNibznz6YDk/2PdHTxLXU/xk50Mla1asNmmmzuuT7/FE2z68cvlgk3eG+3Bo0LnKe0kbGv3RGR676wH27d7Hvn37uHHjBs899xyPPPIIL/W9S+N8lDdee403sM9NfkRufHyc+7fvWrFmi+kUb40O8fO7DxXCJorxr3038Soq7ngCn89XErAxHosxEonwb5eVauumyenQCE8JVsmaaYbBmdAIT+/dWdgDybLMlYUEc95Gfunf/Tyf/exn2b59O/2LKbTRUWaHB/n2oE1m/PUNdJhx9jdvJZlM4na7mZ+fx9QyOPxBmgNLtTc/OHENSRT48H2l6thbF/oR9TgCpYQyndH49gsXefBILwd2dfDy8eukM1qBhK32ObOWDULV1dVx4MABDhw4wPe+9z36+/s5dPQB/uGFY/gi87z00kuArZQt9/sJgkA4HF6RPrijs4UbI9Mrzg3YCt3w8HBFxeZ5LCwsrNoPlsjYReBbWu29QP5mS1tbG//4j/9Y84NVgBoJ2wDO3TqN1ASuPSKuPR4sw8JYAH0KEpM2KROKSVmrgjDjxNn9/vvBSo7J9YMJLZVvDK0ZO67H3KGCU0TAiZ40EWYNhBkDbSaNmidlsonYrEDaQpctTG/lz5OdSpFZzw9W8sI20A+W1vHoMNnkYaGtDjobmDdNnPEMnmgKa66UlEUcIqLbiQikXZVH4Of9YMkqSVi1/WBEIkSQiTvqiTvqwQOSkcVpJHHqSaR0rDAil7UEdNWDIxMnK3srHl+s3A+2BEWwExuzVBFNn/ODJaR6TEEBbzNJy0S1UjjMJIYWwb+MlDkVCd0EXaj8MmWmIsSQyyprZWFZKNnq+sFEU0OxND7y2KMVH1NDDT8qGB0dxTRNjhw5wvbttr8mHo8XRuSKSZmqqnR3dxduZkhNAqdmjzOWGmEsNcJ4apSoHkFAYF/gII8FP8R27w4EQeDFcy+umT5YDqFQaNXExoSe5H/f+jxJPcV/3fX7NDsaC8pJb28vDz9sqySGYTA+Pl54L1cuX6bNUOBKgi9f/DLt7e1MT08X3nsx0kaW74wc52jDDu7ydxZ+v1yhux4ZI2Vkub9p9VLgczffA+DeneVj828uTmFYFnvqltYnr9A99NBD/L/xW/Tu2MEfHXii5Nz09fXxGCBOXOIfhheZnZ2loaEBh8PBv9y6imaafHzrSi9GRtf54cBtntyylZF3r6/wg72YC0R5bEvpeOXViUnSuX6w4o3+ldEJklmtJJreME1ODwzzwZ1bGR8fxzAM9u7dy19//zQ93bv5g59/qnBujp+/TI8jS/+FEzx74QTBYBBJsW8C792+9Bp0w+TFU9e5f99mmgKlN/y+9/oVuhplZFlmU1G59Ctv3yAWT/NvPnaE8alF++/oRsk6F6tN630V59WmLVu2sHffPv7wb8/y1FOP89iB7pJzU+z36+zsZHJyslACnl/rnV1BztwIk87qONXS786JiYmK/GDFWK0fLJ3V1zym5gerDDUSViXS6TTGAjiK/JmCJCA3gdwEzt1FpGy6iJSZIpkhmJzN5sYX7ah6cZW9v5a7kbERP5jQUDk5ik8kkT0SYnE/mFvE6hKxuhTEYlI2a6BNp1GTEjICrh8uEA+YOFu9GE0KZkBapT3awhvbgB/MgHQV/WDOxVw/WFEohyWKpPwuUn4XdDQwb1o44+kCKWtasMlB59AYwakpru/ZQdLrJul1Y6wyvrghP1i02n4wk4CgE3OWqk2GpJKQVBJqHbjtwmCnnsCpJ5HTMSQRXMSRs30YssdWlgQ3OuXHF9UN+sEsC7QqRh4VkqR0EbO49yTfUyZ6SkiZaqUwsovIVhZBhPbkbWKGrZSlJbvbqxzJ2rgfzCJaRQS+06j1g9VQw2pY7m0C8Hq97Nmzhz179pA20gzNDXBr8Cajw2MMjg9gROybgf/0t/9Mtj6F0ZTFv8nP7k37aPd0sr/uEM2O4IrnWU1tKody6YN5ZE2NP+/7IhPpSX7/rt+i22MTpNnZWRKJxIrxxc7OTvvnUC/fuXCex9SDHDa2EgqFuHr1KgAnTpzg1q1bJd1eP5y/yKIW52d7Plh2zfIk5MLcAAICB9fwg40Pj2CqAjs39ZT9/+8tTgCsSEbs7OxExyIUm+dDnXfh9/vZt29fIUTkhZvv8mevP8/PNm9hdmqG+Vzh8v/+oz9iToKHN7XQkDUwTbNkEuBYeIhYNsMHg5s4Fz+3Qjn5wa1b7AkG2bwsYfL124O0YZ//4nV+eyCMJAjc27NEVq+PTxNNZbi/t6uwZoI3wMhchJ9/+DCyLNPV1UVnZyfPvjVAR8sm/vCpowUSMzhoe/Umr53mr2YG6OnpIY2LSCzGxx54rOR1DY3N8c7NMT6+T6C9dUltMgyTv//+ebZvbuHArg4WIvb3QT5IY7X0wbWQV5t6enpw5To0UxmtZLQUlvx+xTcyLl68yLVr1wqfs46AjGGa3B6bYe/m0hsUG/GD5fvBmppKo8C/e8ruB3vy4MobBeFwuOYHqxC1FaoSdj8YyGuQoxJStstD6rpJ5l1QdgroswapAZl0n33xMnzlSVl2KucHC9yZH2wtWKaFc0GBTpU16yuKSVlShZcSZNpVkAScMymc11JACl22SARMHMtI2fvlB1sPrsU02XX6wSxRKCFlB587hqaq7L52jVBPz//P3nuGyXXeV56/GyrHzjkgNRJBJBIECIAASJGiSIqyEqXxSPY4yJJlW9bMatLjHduzHu9IHI21kiVbsmVrrURJFEWRoChRJEgQAImcQzcaHaq60TlXDjfsh1uxu6q7CuSzX1znG4t1UVXvra77nnv+5xwaxqYy5KphfDyHlNlQZfnd84OtAGsikuoHW57oqKKJsNlL2OzFJc5gjU0SEOqR5ThCMohHDgGQ1ARUaSkps+gRlDvwgwUX+8GWQ6ofLLFSP1hOebTo9CAk+wlKXjRRRoss4E7O4lIMpawQKTNr0XfHD7bSMal+sIofrIIKlqJYP9hA6BbfHvw7ZhMpv4oJxDUidRsbEH/hwOG1UVtfR2A0yFz3HGo3jJpnkNsd3Oy4RbwzSVNTE5IkEQ6Hl00fLIRCfjCApJbk7/q+TXewlz9a8/vc5cmqPMslNuq6zrf6n8VhtvI793wUt8nBvn37eOmll7h06RIHDhxgaGiIy5cvc+7cOQBiDthdW4/YECUkh3A6nZnXyfWDnZsdYJ2rEa+58O+Spmlo00Hkek9Ru0LvwiQek5VGm/G7G4lEmJiY4MEHH2QgMIuq63R56pYcNxAPMeCUeOqDH2R2bILvfOc77H77bRacTia3b2XNVIBvf/vbWGIx2oeG6PyjP6Kzs5MXbnZTY7NRk0guWbPBuTmuTUzwXx/I91zpus6vbt5iq8OGrCXy1KZjfT62tjbhsmavTW/1Gedjz9p2fvGzszQ0NHBhyLhjvXd9llgMTMwyND3PJw/tyPj9NE3jz//qr0mKVp44uMcILrl4kWQyyXvboPvMa8Qm+zJjfz87chmbWSARDdDRsTPzbx893cvw2Bx/9R/eb3S3Wo39QiRqfO5CfjCBdE9Y4Z1Wrtpktxr7l3A0seR5uaTslVde4ezZszz++OMMDw/j9/sz9Qvvq4eXXnie0H3bM+OLoihmFLq0l3ElFPODAXyzSD9YLBZjbGyMAwcOlPQa/9pRIWFlwugHA7n0m+2ExqOIThnnVhsWXOiajjYL6qROZHwxKUviaJKJ3tYw1Ujl+cECJqQNpZ9SfV5HVATU2tJj5oUpQ3KPr7WhuWXASTyqIs8oyDNJLDmkTJV0Ql7N6DJDJ+kuXTmKj4cIW5b3gy2GOF1eP5igaoy2tLD3xAkeOHaMB44dQ5UkRpqb8XV24l9EyuonJri1fi1mXWe2xAJSKN0PlgtbLN0PVkY/VsoPFrGk5vAtTQT1JGY9glmKFCRlYjKMJpQxIpnxg5Xuocv0g5WT2KhFAYiYvCRFG3jqCOsaZi2GRQujRhbwLCJlFrMJTYeEWDrZt6gRItoKfrACx8Qr/WAVVLAEaW9TIUP+6dm3mU1M8/6mD9Fka6XR2ky9pYG5mTn+Lv53PLjrPezYsQMwxhfTCXJ+v58jR44Axvhie3t7hqzkqm0roZBCt5AM8JXev+NWqJ9PtD/F/bX3LTlmcddVGsenLnBtoY/Prv0YblN2Uzs8PExnZyf79xueL1VVGRsb45dXjnG1r5v6UYWf/vSnANTW1tLe3o7f78/4dOJqkqvzQ3ykfXfRz3Jp+BaWJLQso2jcXJhknScb6JBLKC+kkhG7vEtJWPfcJB0uL06ThQupNdt//DjP3L+Tn9XbePGL30BwuPB3duLr7OTWq68CUA08EVzgQlLEZrPlpVy+1NODADy+Pj9RsWdyGv/cPO+xCDTneJuG5+a5MT7Jf344n7SduOVjY1M9HquFoaEhduzYwcu9flqrPbTVZF/vjSv9ABzckg3fOH21FxMaHevWs3//fvbv38/MQohP/tm32L+hFpdT5OLFi5lkzHBS4oG1TkhmA5h0Xed7PztDW3MVB+4zgjpcKR9YIGRcswqpTWl1q9gIXzp9sKamBkEQcNjMBMKxgs/NPaatrY3t27dnVLdAIIDP5+PHvzrG/OwMv/71rwFjfLG9vZ3BwUE2bNiwRMUshrm5OQKBQEHlLBg1bpSvbcpXyO6kauJfMyokrEycuXkSqQYEuURypOnIsxZMnVmiI4gCUq0x/27elCJlcylSNqYQ7ZcQVQl1DOZeimFrNKe6vUC0Fn5ddQoEXUCoK98PppdDwqYVww+W0w+m2ySSrRLJVgvgJB7TkGeSyNMGKZOjCiBQd3SCBTfI9S4S1WaSLhOIBT7PHfrBnEmdcU8Z5CgYQxdFOlM/mgCSqtI+PEz78DAcP76ElFVNz6HJMo0TE9imp9FcLiJ2OxG73VDKCr3OHfjBhJQfrJx+MFMiTNKUrzZpgomY4CGGZwkpE5NBzLIOxPByCxUHSd1OUrOllLGl5ybrBysjsTDlB0uU0w+mp/rBhJzzKYgkJDsJyQ6e1PhiDilzqTEEAZpD/YRUCWyGUpaQ7WiFPGK6jpwIkbCU6QfTEjz2UOUuXwUVLMZy/WC3gt1scm/h8eYP5j1eyHPidDrZvHkzmzcbyYDhcDhDynyp8liA73//+3npi2mlrBAWq02+8BD/u/frhJQwn1v7ae6ryR9TzPXpLL4ZGlXj/NPg86xxtvFIY7ZIORKJMDk5yV13ZTu0JEmisbmJI0MDVN9fy3/d/seMj2fLo69cuYKmaVy4cIGhoSHsjVXUxDTu6irudTvTY4w8FvODJTSV6/NjfGJNlgyn/WDNzc38+Fo/siCyyrX0bvKN2Uk2VqV6q/7pn2iw27FHo/xi591sGhrh7kFjk73lmuFJCzqd/OShBzmyexc753UmJowo6KeffpqOjg7a29t54/p17m1upsmVb0n41c1bWNGJBwJ07tyRefz5yzcQgPduzCYSjswtcME/yuceuj+jara2tXPmraM8vn1D3r/7+tU+tnQ0Up8TvvHa24Ya+d592TV57ewtpiICH37yMbra6zJ+v1++cZor13pwmgPowI9+9CPq6uqwOqoJzI7yW089hCQZ12aPy/g+LQQN0lQofTCtlkVjS2PnC6lNbruVYCS+5LlpRKNRxsfHM/1gaaRHS63VTXz8r7/P775nKwe66jJ/M5qmcePGDfr7+/PGZHOTMXNRzA8G8NTeuzNrkAu/348kSWXVU/xrRoWElYF4PL7ED7YS1DmjH0yqW2Z8URSQakCqETBvdJHoV0mc1ZHWiSTmVRKDKkKf8WVXnMkUKTP8YmlSpk7q6IKOUHMHfrBSx8pI94NZl1WbdKtIssVCssUCigPLL2eI1VvRLBK26Qj2m0aYhCLBggvkhnxS9m75wVaCfSGKqKq0DQ8Xfc5iUvbMxz/OWFMTA6vXoC0sUDM/T9W8YcxdECU091JSZgoESVjfuR9sOZhUQ20Kr0COckmZ1WTHqo8RTlQjiQq6GsJpCQOgqBQkZe/ED6aaS1ebSASYV+Xl1yyHlAnuGryRm0QkN4pkRg0v4EnM4koHfagS2NzEJQfxFCkzaXHMok7wDsYXK3f5KqhgKYp5TgLJBUZjI+yqvn/JMX6/H7fbXVBtSsPhcLBp0yY2bTIuvl//+tcz/p9cpcxkMuWlLzY3NyNJUkahS/vBTs+c45sD38ElO/mLTf+ZTsdSRW1mZmaJHyyNZ4d/zWxigf+68feQcm6UFVMBfj1+jonYHJ/v+jCSJNHS0kJLSwt79+7l6NGjvPnmmxw4cIDR0VH6egbYoZh4q+9Fbta+nReJ70qRmNspP9imIn6w7vlxEprKtupsMELaDyZJEtdnx1ntrsG8iLCGknH8wTk+uGaz4W1qa2PH+fMkJImrHa387pHjS17LFQrxZksDw/EIX/vud/nG5z7Hjh07Mul9t27dYisgTk/zgx/8ILPxb2xs5Fc9veyt8cJoMLNmiqbx04vX2bemkxZv9gbZi5eMTq33b9tI/9VLAIzEdcLxBAc3Zb1z/sk5rg9N8Pkn92UeiyUURm7fptFqoq0lS24Pn7jO+vZ6utoNRTBNHt7qfZOk2MZd9VFEUWTTpk34fD5u9fWytUPn8umXGR04S0dHBw2NzZglnYVgtGj6YHrEMBJbOmJYKH3QabcsS8KMmqTi16Gu1joe2r6WH5/o5pOP3s+WLVs4ceIER44c4fHHH2dsbCwvFj83GTN9bkRRxO/3Y7fbl/jBAP7sqYeWPAZZha7iBysNlVUqA6X4wRZDuYOADW3aKFK2bjdhFtzomo4+p6NO6iTGYzmkTM+QsuhoEs2jle4H01N+sNYV/GC5iGhYYiKRmtK/NnLKDxZud5CotQAeAjEV81wCy2wC63QExyJSZpeNH6yop/SxslL8YIux7fRVBF3HnFy5FBFAEwSGOjoYb2hktqYWamqZ13WssRj2aARtfj6PlAVECc3pwKFrTJvLIJQl+sHyjrmTfjAiKCrEFCM2HhqIRZPIYhSTFF1CygJhGdGmEkmI6KUWe5fqB8uBqCdxyBpJWy3FL0OLPkvKDxYxeYjJTjBnxxetagQlPI83MYdLmMuQMpPF+K4kpDLOTcUPVkEFRVHMD3YrZHhVulz5qXppFWDNmjUlj96Hw2FmZmZ48MEHMyN/uUqZ3+/n9ddfB7KkzOPxoCgKLa0t/PT2Czw/8hLrnGv4912fxWMq/NtUjFD2Bn08f/sIB+vuYYN71ZJj0mpTGoqm8gPfEda72rivJl+xAWNf0dDQkFE1PvX2N5ECCT7p2onf7+fq1aucP38egJqaGuP9TASQ61xFR8pOTxnv/Z5ag1ym/WCHDh1C13Uuz4zxSNvSQIVb8zPowMaqekNtMpno9Pnob6wjKctsGh5bcsy008nbXWv59JGj+FOk4P7776emxriJ+KXXXuO1Cxf4w/XrGbt9m9deew0A2WSiQ9FY5fWQlCQaGozglTdvDTIRDPHf3nco8xq6rvPzize4b1UbLVVuXk+pTS9fHaDWZef+ruw5Ony2G1EQeGxn9rv2+sVbeKUEza1Ztal3aIqbQ5N84TezrwNw5toQN32TfOG3HuD6yV9w8OBB9u3bh7O6k2/+fIxPPbWDNc0WfD4fly9fJnnuHAc3Qf+1o/w00k8ymVxyfbCnfWMFSFghtcksSySUd5Y++AeP7+HIxT5+8uYlPvXYbvx+P3V1dXnBNMFgcEkyJmSrJIaGhmhubs5LX1wOsViM8fHxTJJoBSujQsLKwJ34wYLjEUSnjGgrfanjE0lMDabMl14QBYQaAbEGPBtzSNmUTmLMIGWyKkMEIi+HsDRYEOpFhDoRocj4Imk/WF05o4iGH0ypKV3RkGeSqX6w7DGaVSLWZCPWZAM8BOMq5tksKbPNGz9ULadHmXOKSLVuolVW4k5z4fFFQJyJEHfby/ODNTdz/1tvlfxZJhoaiNls+dH0gkDMZiNms0F1zRJSVhsIAFAbmMYSmEN1uola7MQsdlSp8HfizvxgYaMfzFJeP1ggIeetqaabSKgmEqobg5QpyGIEkxTFbglhNemAjkXtJRCXMdm9JHAUTV98J36w8gI2wkv7wXLHF821RHQdsxbFokZQw/M4lSgI0BQeJJhRyoygD00sfG4qfrAKKiiM5dIHe4PdmEUzHY580pJWm8pNa4P8TetipSwSieSNL/b3Gx6h555/jrA3xs62u/jgtidxLtNBmPaD5XZdhZUoT/f8v1SZ3Xx6zUcLHpNWm9J4beICo7EZ/rrrA0s2sov7wSJKnGvB23xi1X72rt/L3r170TQtf3zx6lVMKjAe5Otf/3reWFlaKTszNcQaVy21VmMcL1c58YfmmE9E2VbTzGIEE8ZtrxqrDV/PAAAdfj+/3GoQms3Do0uOeXn73aiSxJPnLnJ9z/04g8HMmum6zi98PtasXcuHPvABIOv3O3zyFI7RUWJzRvri3/zN39DW1sbFhTBrbSb2r86qk+d8IwzPLvDZQ7sz6YOb7trCt94e4N/u3Y6cGovTNJ2Xzt5g9/p2GrzZUcRfvn2RWkln+13ZMaaX3rqOSZZ47+58YvwvL56mrsrJxhY718l+z773/Gk8bjsf+8ADWC0m9u3bl/H7/eWXn6Gj0ZRJLDx8+DAnT57MnBcjxVMkHFlKwgqlD5pNEopS/Pa4z+dbMX1wXUst93S1cfjUDX7nkXsYGhrKpCym4XK52LJlC1u2bAEMUpb+uxkYGCAejzM4OMjTTz9dUun60NAQuq5XJkXKQIWElYHTPW+X7websWDqKJ3oaGEdKSIjrS++ycsjZRvcKKMqyeMqrJJQQgmkoSTigHF80qEYpKwuRcpsqZSeyTvwg02phh/MXfoxmX4wufjn0Sw5pEx3Y351nKTbQtJuwjYbxjWQ6uEQYdYpINV6iHqtxF0GKZNiCs6EznhzGaOIwRiaJOX5wVaCL/XDErUtQw4WkTLL2CiOYICAqw41OE91aA5vaA6AIBKaw0XU6iCaQ8reLT/Yckj3g2lUEyt+ww1Nl0mobhKqG5PowsoIYa0aUdSwygHsTAFTKJpAIJYmZXYUjJFV0x36wZTFfrAVoEUXCAor9IMJQpaUmWpwBXtQZAcJyY4anscbN5QyoCApS/vB3vdg5S5fBRUsRrH0QYBbwR7WOtcjLer8W85zUgyF1KbFsNvtbNy4kY0bDfLwrX/6FqOzYwRqwzSH6glemue7l76bGWlME5mWlhYkSULXdfx+f17Xla7r/O2tHzIVm+NLWz+P05T/m1bID6brOj/0H2Gds4U9NUt9DKOjo3lrdnnOj6pr3FOTHa8TRZHm5maam5u5//77+ftXnmXy1A223LuD+EKI69evc+HCBcBQytra25mYHWTXuuzr5Sonh4eMsb6tBUhYUjNutJpECf+3v02DWiEG8AAAIABJREFUw4E9GmWk2hgV7ZicXnLM4Z3bWT86RtfYOL/o7KRzz57Mml0YG2MkEODz92fHUJ1OJ5s2beILJ89R3bEGr+8WmzZtwm630zcwgHt2ll3A33z5y5mN/y/6x3CZTTyyeV0mfXBSlVBUjSdzFK/z/bcZmwvyuSeyo4iT8yFu3x6m1g2rVhnrrCgqvzrVzf6tq/E6s/uGK72jXOi+zec/cZDbt4cza9Y7MMGpi4N8+jf3Y8250ZkeXwxrNSRMtXS1LDA3N8fOnTszfr90Mub+dompoatcu+als7MTp9NZNH1QliTiycIX5rTaVEr64OP3beS/f+/XnDh/nUQiseLfmcvlylRJXLx4kRdffJGHH36Y2dnZgv1+i0vXfT5fxQ9WJiokrETE43HUWTAv7SgsCnU+5Qcrp3B50qhUF8s4Rp9K+cG2mrHLFnRNh3kNpjSU8cKkLDoVR7AK5fnBJuMItYUVj4JQdFxBCK0uI2AjqGDSYLbZRajBAdQwk1CxzsewzcewzSwlZTaL8SMacZURyhFY2Q+2GP7OTqpmZ1G6lo6UFP08oRAJq5N5dy24awnqOpZkDFs8jBqYpzq8gCdsfJ40KXMJilHOXCJK9YPlItMPppZOXGUpgq5DhBp0XQK5kYiWxEQUsxDJIWVkSJnNLhBTBFRTGT81pfjBciDoGm5ZIWQurx/MLELQ5CZi8oIlRylTIgVJmZwaKa3c5auggqUolD4IBhHZX3cIr2npb9py6YPF4Pf7y+oHuzbbzdjoGOGOOL/z5L/jbu/mPKXM7/fzxhtvACDLMm1tbdTX1xMKhfI2k78af4u3pi/x251PLhlDTL8vyP99uDI/wHBkiv+y8d8UHOdaPPL4s+EzuGQrW6uKK4MjQ7fRTQK/8ejjiKKYp5T5/X6uX7/OPYkk+C/ztxeMpMa+vr6MP+7yzCg2ycS6AvH0aRIm6jDU3s6OFLlLyhKipmFaFLF+u6qKc2tW8YXDLzNbXU3Q7c5TNQ/39GCRJB5esybvuAsjo/RNz/Jftm3itu8Wu3btoqOjg68dfZufvXmSbzx2gMDUJD6fjyNHjmAFHhNFnvvJj9F1Y490dHCaDc11rG/Ofo4Xz9zAYTFz6O7s6718upsak4rNZs+MSL511cdcMMoTezfnva8f/OIsHqeVDxzcwnf/5Z8zatP3nj+Nw27mQ+/N93ql4XFZWQhGGY4Ps23bNvbuzaqYY2Nj+Hw+Xvj122iRaZ577jnASMZsbGwkEAhkRjHTMJskQkU8YeWkDz60fS1f/NERTpwzPHTlKM4+nw+73c6eHFK9XOl6e3s7k5OTlX6wMlFZqRKRlvPjN3XCUxFcTTbkepCqjV6wQrgTP5g6qaOZNARP6ceEx+PgBaucHV+kWoJqCft6r/GjNa/DlJohZRbFOPXxXy1gqreg10mGKlaMlEU0LFGRyOoyRhFTfrBEdempgJYC/WCqWSJc7yBcv5SUWWfCuAIGoWi/NsK0TUKs9RB224g5LEXHF7edMtKlSvWD6YKAP+UHKxVyMolT15i25I8vxs024mYbuHJJWQQ1MEdNeB5RAHdiDjEaQLe5iMkOYnLxEbl0eXB5frCoEb5RVj9YgJAioVuymx8NE3FMxHV3ipQpmIhkSJkJDZMM9fFeFhIyssNLQrAbKleBTYmoKxk/WMmf5Z30g0n55yajlBUgZQ4ljAI0NRVPLauggn+tGBwcRBAE/uEf/iEzttTR0YHX6+VQ/SNLnr9c+mAxhMPhJWrTcnh98hg/uvAsLVotH972Ae72GpvuxUpZJBJhaGgos8E8ffo0AK+++io9PT14mqv5aewoO9o28KHW4oEEsiznKXS/GDuNQ7JyoL5wn5nf76ehoQGbzUZfcJw3J2/w+2sexCoV9jarmoo2FcBU78mMgy1Wyr7d8zb/eO41/kf7A0yPjHH9+nXi8TiBQIC//du/ZUZOsNfjIBIK4V7Ud5lIkbDA9EzGDwaQkCVMirrk/fx0970ImsYHzl7Et8ogprkBGy/39nJo9WpclvzrzI8uXsVhNtOgqYyn1CZF03j24jV2rVvNvnuzI63fO3aG7716lN+6ezXB6SkmJ42N1ZrAIK7qWo4fP05nZyfemjpeu3yL925fjy0VAqXrOi+dus5Gu87q1VlV85cnb1DlsrHnriwpmQtEOHFpkI8/ugN0JZM+ODQ6yxunevnkB+/D6Sh8vXS7bMzPTpIU8vvBRFHMhLA8+9YEU8EI/+MzhzIkpqenB4DXX3+dy5cvZ/5uzKJGUl263kBZapPTZuHg1rVM+S7T1Vj7jvvBckvXIb9KYnBwkEAgUFZJdQUVElYyfD4fCCCvElGnJGJXjbsxuqihVCcKkrLgWATRcQd+sHpTyRclPaljXpAR1hcnR4IgQJUAVSL2Li/6rAqvx1FaTSRiUeTbCSSf8XoJu4ZcgJS9Ez9Ywlv6MebZxIr9YItJmXTCj2g2E3Vasc2F8AwZM+aKADM2CaHWQ8RtI5oiZRk/2Ntvl/y+0n6wqL30jb4tmuoHK1K4CSwiZTWYFibwBGcJWGtJhheoii/gShhKWUiVUqTMTly2Z7qtrEqYaNl+sMASP9jy0HBaVaJUg77cs2TiuInrbiTZix0fYcELElilIA41q5QtJGRMDi/xHFJm1gqQoxVgUcPoi/1gKx4TIaqKqMt1ii0iZe5QH4pgqvjBKqhgEdJ+sHSH182bN7l0ybj77vV6M4Sss7Mz0x+1XPpgMZSqAiiawg+GfsKvJ95gU3gtCjG2rSsc5w4GKduwYQMbNhhTDj/+8Y/x+Xxs3bqVQd8gA28NshYX0uU5vn/5+3nji+m7/osVulAyypuTl3m0aVdBUpVO0kt3o71w+ywWUeZjHUsTJNO4mOoHa+so/vnPzAzhravl4QcOAnDjxg2effZZdu3axez8HK6+W9RMhvjKV75CVVVVZuPf2dnJeNgIyQqOG0SnI7XeSUnGrOaPx6mCwLO772XvzVu0zs1x5tAhnMFgRm16e2iImUiE9y/qBpuPxni5p5eP3L2ZEV9fJknvyM1+JoNh/uKxfJL7wrVbOBub+bcf+TCapvHFL34R3e6mfybEvRKZEBZRkthuhg22OENDQ7S0tHDz9hTjUzNsqcuOfIaicY5fGuCDB7Ygy9kbiq+euomqajy2b1Oeh+7wkauIoshHH9tBMXhcVhamjA7OYmpTjcfBwO3pvGTMn/3sZ9y6dYt9+/blhbA4gFWCzOHDh5f4/dIpl6WqTe+9p4sjQ2exuEvv9pyfny/aD5aL3CqJ3t5ennnmmcqkSJmokLAScarnJGKtgOUeGQsyetwIxtAmRdQJdQkpczZakactyB2lb9hK8YMtOWZaR9AFKCNgg2ljpEDZbMNkc5DUdZQFFXFaIT4eQipAyghqKFL5frCEc3k/WB50HXkmTrS+9PFFKabgSMJEs4vZZi9Qx0RSxR6IYg9Esc4uJWUWhx1NkmhL/dCWgrQfLLKcH2wR7JEISQQSptLHJAkECCATsNaBtY6ormNWY1jUCEpoLo+UhVUJzebCHA+RkF0r/MNZlOoHy4UsxhAFSGrl94OFxRpUwQS2RkK6YvSUCZFFpAwWEiacNglFgySlK3RqdIHASn6wXOg6cjJEsqx+MAWTnuR9lX6wCipYgpGREVRVZc+ePaxfvx5d15mcnMwoS4VImZYabSuXhK3kB4upMb7S+/dcC9zgscZHUG9GiTZGM/1gK0HXdW7fvs3atWt59NFH+crN73F5pIdPez4AUwn8fj9Hjx4FjPHF1tZWWlpamJiYyPPpvDZxgYSm8HjzfQVfJ9dDp+s6xyZ7uLdmLZ5lbtqd7r4CwP1F+sFUXePc9BCPt2XH7IaGhpBlmYcffphr8xP8uTbIlzY9SEvMWM/u7m4uXrwIgGI184hNpP/Zn1IjitgjqbH1AkrYtbZWRqur+I+HX0bHuEbm+sGevXaNKquVQ6tX5x33wvVuEqrKBzd28cKpE5lUyB+fv0q9y8HBddlRzxujk9wYneT/fOIQgiBkPHTXAhoNazbxJ7/zgcxo6T+/+BouNcjNy+e5efk8siyjmZ1scRvTNW1tbQC8cb6PhKIuCeT45fEbdHXUs6atlldeOW/0uzU28cqxl9mzfRXV3uIqksdpwyrFqKurK6o2VXvszAWimaTBtO9w9erVeeOL4+Pj/MOPXyE6O7HE79fa2srY2Bi7dxcv8l6MVVVmZBEG5ku82HPnXs2KH6x8VEhYCYjH42hzOvLGLJkQLAJyqwCtYMa+iJQpxK+BgIgyqDMbCONstBm9XjXFxxfvxA+mTWp31A9mtovZ0UNBQPfKqF4Z01prHimTphX02wkkRUBEwHpkGqHOhlJjQqmR0W1FNr536gdTYdZb+gbcluoHC3uyF1jVJBGscRKsccKqAqRsyrjb99OPfpS24WE6fT46fT6aR0eRio0A3IkfLBhkRizD21SoH0wQSMg2ErINLDUFSNk8sggyQYj1gtlNAjsJwYYmFFbGzLqRPliOH8wkpfrBKOMYIdUPJuckYwoyMcFNDHdBUmbWkyBCY+QmC4oJ2eElLjpIiIXHFwVdwyMrhMyl3+XL9IOVkT5Z6QeroILiWOwHEwSBhoYGGhoauO+++/JImd/v5+bNm0Sjxu/Qd7/73Tw1Jq2UFXudxemDuQgmQ/yvm19jMOznU6t+m33Vu/nS8Jcy6YOlYGZmhlAoRGdnJ69PnOb1yTN8fM2jPNrxYOY50Wg0b3zxrVTK7okTJ/D7/XR2dvJa9AzrPM10uQpvSnP9YAOhCcaic/zO6oPLvrfbQ8OIJoH1LZ0F/3/3/AQhJc59dVkFI1c5uTQzii4I7F2/mSa7mz179qBpWubcfPftN2gKJplKeZS+9rnP0eHzoXlrcCXzr42zToNsdEzNMLfIDzYbjfJqXx//dutWLIsUmxevd7OpoT4zKdLZ2cnoQoBjfYP84f77kHMmDX52/hpmWeLxrRvy1qw/pPDZXcZInN1up7qplVfHFP7gkYP8u4Pb8Pv9DAwOcvTURRotBvn49re/TVtbG9dGwnQ1WNnQnvWSDY7M0D04wec/cTBvzS51jzIzF+bRA8uXwzodZtxWhba2pX1zaVR77CQVlWAkjtthzahNi8cXm5ubcTZ08kZviNf/8rNMTExk/m5u3LgBwKlTp+jt7c0b+108WprG7ZTv/a2+GULROE7byvurdD9YXd1S3+Byx1T8YOWjslolIN0Ptpy3K5+UOUhcU1Cu60idEsqMSPyaioCALuokqxI4m5aSsnfDD7YSdF3HNiejt1iK94PlkDJ1LRBWkV4NkmgwIwLiaAzLkHF3KWbVEeqtS0jZnfnBjPjWaBklzbb5OAlx+X6wxaRMOT+IWYNEXT1Vc3O8/pAx/iAnk7QPDdGRImUtKVL2TvxgMVfp3iZrogRv0yJSJsdmqIpPEqSGhBLAIy1gF+dBh0hSBLMrRcrsGVKW7gcryw+WXOoHWx5GP9hKiY25pEy01uJQ+4iILjRJwqIFcSZT6Ys6LCSXkrKsH6y0WXco4gdbAVY1jIZY8YNVUEEB+P1+Ghsbi6pNi0mZpml8+ctfxuv14vV66e3t5fLlywB4PJ4l44uCIBRMH8zFzWAf3+j7RwLJAJ/v+kN2Vm1jaGioaGLjcp8FwNLg4O/7/pG7PGv5ePv78p5js9lYv34961Ojdi+99BIXL17knnuMKPCjR49SBwiSyL/0/kvms+RuUtN+MLvdzrH+MwDsq8sf3ctFVEnAdAhrQ3VRu8KZKeO931trkKFoNMr4+DiHDh0C4OL0CPU2J4227OSEKBq9h6Lbycs33+QLHTuYefMU27ZtIxaL0WOzYbbZeDAOX/3TP83ctJx1Gr+frlgsMymSXucXurtJahpPLTpXvtk5roxN8F8OPZCX2PiPJ8+jAx/enlXwYkmFw5d7eGTzOjw2a2bNFJMVt8vJ/g1Zxeyls93oOrx/16aM328yYebIVA8f7VRoqKulqamJ/oFBHIkpuqzw9NNP09bWRmdnJxf7F5BFeHjPemKxGGNjYxw4cICX37iGy2Hh/p35wSKLIekxZAkaGosrtDUe4xo1Mx/G7bAuqza1N1QRiSeZDUTz/H6vvPIKZ86c4dChQwwPD+cpZdXV1Xl1BWlS5vP5cHm8BMc13rjUx/v3bF7yerlI+8E6OjpKtsWk1yzd21dB6aiQsBKQ7gcTa8ogR1NRJIeM414HJkzocR1tWkOf1FEmlIKkLD6aRK6T31U/2BLM60iKQKK29FMvzhp3wGJddlSPbBTwBlTkmSTyTHIpKauzIsQ1NMr1g8UNP5i1jPc2EybuKa8frCqhMdtQxWRzHROt9UiKij0UwR6KUjMzwxs5pKxteJjaqSnDD1biOAvk+MEsZXjIEqmuqxILtyHlbVJEwuY6cNQxrevIxDETJqnM45EC2MWFPFImJQIEE1LpKZdoOG3Kin6wXEjEMUk64XLCQlKJjSG5mqRoA1MjQV3BrEWwaBEs6lJS5rCaDD+YWDpxt6gRotoKfrACx8QlW8UPVkEFi7C466oUzM7OEo1Geeihh9i5cye6rjM1NZVRlm7durWElJlMxrVksU8lpsZ4eexVnh95iVpLDf9t039ijdPYoC9OHywFPp8Pp9PJtyZ+hlk084X1v420Ql3I7du36ezs5NFHHwXgK1d/wumbl/iEYy+jwyO8+eabvPnmm5lxrfb2dnw+X8YPdnyym02eVmqtxW9aHeu/ijUJ61YXJwSvj/WyyllNgy3rHwIyI49nJofYVd9ecI9xcdroAKuNJpkBHn74Yex2O/pTT/HvX/wJM6NjPLFhAzctFi6lwhc+PBfm3P4HCHs82MJhampq0HWdn1y9yt0NDaxfpKQcvnETAXhsYxcvPnOO1tZWJEnipWs93NPeQqvXk3nu0ZsDBGNxPrTDIA2qquL3+/FHRT5w/+ZMN5iu6xw+28321c201WZV1JfP9tDoMpOIBdmyZQv33nsvz7x6gR9efIP/+bsPEA3M4PP5MsmY71kj8IsXnsuME7o8Nbxx6gIfenQbFvPye5JkzLAIeKrriz6nym1cC+eDhgKcTh/M7QdLo6PRSAv1jc9SV5WdJkordPv2GRH8mqZllDKfz8eNGzcyo6XV1dW0t7czODjI5s2baZ6e5bWLt1YkYfPz8ywsLHD//cW9iYsxPDxc6Qe7Q1RIWAk41XMSsVooqx/MNGtGbs8ur2ARkFokaAEnTvSEjjaloU/pKOMGKZOQ0cZ05l8N4WiyIdYLiDVC0fHFO/KDTRmESiuHhE0rKLKOmvaDCQKqR0b1yMRX2wxSFlSRp1OkbCyGrAiAgPf4BFqtjUS1mUS1BbXY+KKuI83ESZbpB3MmdCaayusHE4GwM0sOVFki6HUR9LoKkrKz9xkz/fUT40jTMwheD1G7nZjFil5kU26P3oEfbGGBAOV5m0yJMEk558ItCChYjZ4uR00OKYuQVObwSAvIJrCYVGLxfpCcJFUbimZD0wsT5nfiB0sIpZ+bQv1gmiATk9zEJHdBUmbVIiBAY/gWC4oJyeElLtlJiLbCJDPtBzOX6QfTErzvPZV+sAoqWIzl+sGKYbEKIAgC9fX11NfXs2vXrjxSlo7CjqT8Sc899xydnZ3UtNQwYB/mrehpIlqUPTW7+N3OT2DPuYmVmz5YCtIqgFIj4ouM8RebP0ONpfh4JBhq08TEREZtiqkJjsxd5v6Nd/HE5seNx2KxvPHFEydOoOs6Fy5cYHRinIQ2xp6N20gmkxmyuRhnbxp+sAc2Fw6I6J4f58y0n/90VzbYIjex0RecYyIaYnd94ZG5y9NjyIJIfGqW+vp67KkQKkEQiNksTNZ6+NhHP4b+1FNMTk7ywxPH8PfexL96NbHUc7/2ta/hrq9HGR/nNx7I/73UdZ2XbvSwq70Vr0nOpA/enJymb2qWv3zswbznH7nRR7XDxr2rjHHOtB9sQrHxoXuzROL60ASDE7P8+cfek3ksHEtw7Eo/T2yuRRmfyXzPXjnVw+rWBg7cf2/muW9f6OWL33qeJ/a0E40GGBwcBOClwz9ne7vA2vokfr8/L4RlMSLBGUIxAU0vfu1ObxV0Xc/4wToXpQ+m0dFkjNf7x+e4d6NxvtL9YA/krKsoGtMZTU1NmdHSxeOLqqpy5coVdtmtDA1PcvZ8O11r1+DxeJa8LlT8YP9/o0LCVkAhP9hK0OdBVETEumUKl835pEzpU1AvqAhtMsK8QvK6gnDdUMoS3iSOJitivZhHyrSp8v1gTGkk7GrxKPoCUCZjiDWFPTnGhxFQ3TKqO0XKkhqeV2aMUURZwDwRxTFi3P2JWkCvtRGvNpOoNqOmkiPloIJZhbk78INF3GWQsEAUDYg4ih+zmJS19d1GDkWJeryYAwE8M9MIM6ACM5KM6PUSsdmJWbOkTA68C36wFWDSUv1gy6lNeaSsmpC2gJcxogkvsVgIlzOA1RIAIBYXQHItIWV36geLKSKqXLraRDJo9IPZi69ZHimT67HHeolLTlTRhEUN4EwYQR+qDvMFSFnFD1ZBBe8u7kRt8vv9uFwuqqsLezkLkbKvf/3rCIKArdrO1ZtX0a8Ysny7vY72jg62mO4iFohiq7IiCEImfbBchS4UCuFrCfFk80HuqV5eNUh/Fsj+PhydvExYifFYTiCH1Wqlq6uLrq4uwEj0O378ODt37uTaYC9rp0WmR67ypTdu0Nramje+aDKZ0HWd8eFRaiwSTXUNS94DwHO+y5hFiY+sykaE5/rBfjlsxKHf39hZ8PhLU2Ns9NYycu0227bl92ElNQ1TyoeXHi2ltZk3xob40qc+w9994xts2rQJXde5cesW+xQF369/zf9z+nRmPC7hcDAwO8fv7tqZlz74vYvXkEWR927qyrze2HyQV2/08RvbNyGlrqnpda5paKSjLtsr9+KZG1hMEo9szx7/xuU+4kmVJpvOrMNBbW0tQxNzXB8c53NP5ZPD184OENYc/NZvfgSr2cQ3v/lNg7j0BWmqFjl/7hTnz53KhLAsHi1VVZX5uSlmwxKhSKLg2gKoWsrzLwgrqk31XidWs4x/bDbz2NDQ0Ipq02JSduLECY4cOcLBgwfpvjVAPD7Eyy8d5mWgqqoqb3wxTcruxA/m8/ky39UKykOFhK2A4eFhww9WV/ooojppuK2WI2GLoc8ZfjBplw2rYEFP6DCtwpSGMKGQvK4iXNfySFlkKIHu0cvyg6lTCmKLrbgfbDGiGtaoSGRVGdH08woiAuFVTuK1FkN9CClYZhOYZ+OYJqLYF5EyUj9Qd+IHiznK2OhPB5mzSOhS6YmNllCUiMvNVF0j1DUyparYoxFs0QjmwAKemWlqMUjZrCQjul2GH8xZOqEqyQ+2CBYlpTaVU9Kc6geLJmpBqiMQ1ZHEOLIUxSRFEVlKyjQ1RDguopvfXT9YLox+MBXFWk3hisoCnyXlBwubvMQkF5gbCegKFtVQysxqANciUma3Gt+VuFg6oaz4wSqooDjuVG1atWpVyaP3C+EAs7OzKJtgoP0yzi4He827aA83M3V7Cr/fz+HuwwC4UwERbrcbRVHKIoe9/b0A2Btd/Fbn+0s6JldtWkiE+If+X7DG2cxW7+qix4yMjFBfX89jjz3G6xdm6JuN86W23zDG7fx+jh8/zrFjx5AkiZaWFtxNdbjnknhamgquWVJTeen2NR5s6sJrNs5D2g928OBBkprK93rPsbexk07XUuKrahpXZsb4YHU7yeTQko1+QlMxLZr6CCeSOE1mhlOE6uDBgzi9Xv76m9/kvS0tfKS1FZ/Pl+f3+6AgIPT3ciYSQZIkrB4vz164xpNbNlBtz35/vvH6SXQdPvXArsxjvX39LKgiB+7O+uY0TefIlVs8sHk1rpzAiV+duUlzjYuFmcmM2vTK6R4EAR7ZlT0+GkvyxplbPLxnPVaziVgsxsTEBLXNXVwbjvInn/lN1rRX5amYuaOlbW1tVFVVoSpJ5kPmogXL6fcKBlFaSW0SRYH2xiqGJuYyj92J2jQ0NERtbS0HDhxg7779PPyfv8nedfU8sdU4Nz09PZnU0jQp6+3tpaWlpeS/zXg8XvGDvQNUSNgKyPjBaksnYaHxCJJDxmIvXdVJTCSR68yZL75gFqBZRmgGK+YUKdNgSs2QMjMyOjqRIwFsjVZjLLFGLDq+eEd+sGkjWegd9YMJAorLhOIyEe5wLCJlCUwTUUyp9NT68yMo1Q5iXitRrxVlmY41cSbMjKN0b5OgalTHVWYbqlZ+cgqWaAKzrjNjywY/aJJEyOki5HRBXUMeKTMFFvDMGT+cVcEpCM4jujxELXbiZht6EW+B9Q78YFbF8INp5vL6wYKJXIVOQNWsqJqVeLIK0JHEBLIUMUiZEEBOfY3lZC+67CKp20lgR6Pw674TP1hcLIOEapGUHyx7jCbIRGU3UdxgTo0v5pAymxoGoCE8kK+USUXGF6n4wSqooBju1A8WCoVKIkdziXmOTL7JiUtvUYUDpVbj91Z9kr0192GRstdXXdeZnp7OjGENDAwQDht/6y+//DLd3d2ZO/5VVVVFN5hHb5wkadb4k+3/DkuRwuTFyE1s/N/dPyWUjPC/tv1B0ddQVZXh4WG2b99OTE1werqPJ1t35gV9xGIxhoeHMxv/a6fPY0EgNDzBd77znYyC0dbWhslk4sTEALPxCE+2b8m8Tq7a9MuhHiaiIf5612MF39MbIwOEkgk6kgIjLFU1k6qaUcLSCCbjOM1m/H4/jpTa9Hx3N6Fkko/s2sWu1taMijk+McF/+N4zdMgC/oGBzGjpt775TbYnVQ5VO5ibm8Pr9dI/NcvPL97gk3u201LlzqzZ7dvDTKkSn92c9cRd9Y8xHYjw4Ja12fcViXGmZ4iP799I4OZJOjo60HWdV071sGN9Kw3V2VCSV97uJhq09BvvAAAgAElEQVRP8tj+zXlrdvb6DHd1NXPXeiNoI/fc5CZj+v3+jAfrrrYEV84eQYiNLglhWYxS1Ka2ei+3hqcz/51Wm0pNH9Q0Db/fz913G0XhsiTywJY1HL3cz1/8/gfZvXs3uq7njS92d3cTj8fp6+vjq1/96pKAnEIoRaGroDgqJGwFnOx+u3w/2Ey+H2zFYyI6ckRC6Fp+fJFmCaFZwooZ7bYCJxPozSaEkIrenUToVtAFnahXLUzK3g0/WAlITkRILtcPtpiUaRp1RyZQHGZUi4x1Kox73LiARswUJGVS3PCDhZuWn9fPha2AH2wlOELGxWK5frDFpEwYH8ERDBCyV2GKBHAHp6kOGkrZPCaEAqRMuCM/WCjfD7YCRF3BZtHQqSaWLPYsAVWzoGoW4skqZCmM2zZKVPMgSiqSFsAmLQAQS4oFSdm75QdbCWpsgSDSsmumCTIxORWJb2rAEu5Bk+0kRUtBpUx2eIlJdhKSFQQx4wd79KHKXb4KKliMtE/nnfjBCmEw7OeXY69xavYsmq6xMbgaXVb4q/1/VnATKggCdXV11NXVce+996LrOv/8z//MwsIC7e3tDAwMcPXqVQBcLlfe5rK62kgbPDtzjdDYPFXNNWzwrFryGoWQ6wc7OnmZ41NX+fSaJ1jjLJ6SNzo6SjKZpLOzk9fHrxPXkjzYkJ8iaLVaWbduHevWrUPXdf7gB1+mtT/Ctm3bmJyc5MSJExw/fhxRFGltbeWmKcoawcyemix5ylXo/vTI9+l0VXOwuXCox3e6z9Fod2KeD1NfX7+k62o+HqXBkd9FGUokcJhM+Hy+jNp0eniYGrude1ta8s7NUDzJORU+8cT7eLCznaeffppVq1fzlu82HZLOydePcPL1I7jdbiZ1iS6Tyse2dmU6tcbGxtBVFd1RxZqG7ITJ61f7kUWRfZs6M4+9fd2PommsrTZxEeN71j8yjX98jt98JHuzQNN0nvnVBdZ31rO1qzmzZoIo0j8S5f/6D4VvLCxOxvzud7/L+Pgk3UNxvFUqx44dywthSX/PhFSqlaKqeWtWDC11Ht682I+qaSQTCcbHx8tSm8bGxkgkEnl/Zwe3ruHwqRtcvDXCrg1GQEtjYyONjY3s3r2bixcv8uKLL7J3715mZmZKKl2v+MHeGSokbBkkEgm0WR1pY+kqWCl+sMXQplLDgeUEbMwZfjDtHiuybENN6gjTKsK0gjAZXUrKGqyGH8z2LvvBlhyg4wxBuLOMfrCQikmDmRYXwUYn6DrmcBLbfAzbfBzLdA4pM4Fa40ATjfcTcZW+aXek/GDRZfxgi2EPRQmLIkoZs85SMMyMYCLsaQRPI3OaijURwZqIIIcXFpEyGdHpwSOU33W1oh9sEdLkqLx+sBi6DmGtDh0J0JGUOGYhikmKFCRlEjFiilC2H2xhBT9YHlL9YGFT6Wsm6wnMIszKHsImL1hyxhfV7PiiB4OULSgmLKlo5MpdvgoqWIp3kj5YyA82GPbz7PDPubxwDato4aH6A7y38UF+fvF57G32slSAiYkJtm/fzvve9z50XWdmZiZzx39wcDCPlNW21HNOuUlNQmbfxsLlyoWQ9inVtTbyZ70/YL2rjY+2L1/onrtmX7n6fdrsNeyoLk76uhfG0GZDSFYr73//+xEEgXg8nlFjBnyDWIam2A38zdP/i5aWFjo7O7l58yYtLS1cnZ/gyuwYf3nPI4gFruO9c1O8NebnC9v2cfsXby7xg12cHKVndpoPd+UTxVAiQbUgEggEMuc/GI9TbbMtIRc/v96N3WTiwbWrGRoYAGDBW8tRfZrnfu/f0GCS8Pl8XLrRzeSgj62Czr98+x9wu910dnYSiRr+77s3dGX+bV3Xef1KH/esa8Vtz+4Djl7pp9plRwnNZdIHD79kVAA8sC07Inrp5m38o7P8xWcezfybPp+PuGKhoc7D/l3rMs+NRBIsBKM0NeSHWWiaxsjICE2tq3nhzDB/8pkn2bS2Pm98MT1aKooi97UIXDl/koWFBe67b/nvWUudF0XVmJoLEZgZL1ttKvS3uXtTB1aTzNHL/ezasDSgxe/3Y7PZeOihhzKF0ov7/dKkLJ1aOjQ0REtLS8UPdoeokLBlkJamk30qRECqExHrBQQnxUcNpsr3g2mTmuEHK6MfLDYeAw/IaYXOJKA3yehNMjJWg5TNqAhTKVLWY/R2mRCJHJ3BUm9Hq5PRqmQopvLdiR9sLomol9kPNreoH0wQSDjNJJxmFloxSFkkiW0+jm0+hnk6jCU9vtgzStLrIOKxEXHbSFqWCcNI+cG0cvxggTAxV+lqk6QkcaISz/GDaaJExOoiYnWBu2ERKQvgDs0gCOBMzKJEA0gOLzHZGJErNr6Y9oOVE5Zh1lP9YFrp5yapLKCqEropfYNAQMVKVLcS1VPji4tImUnSQYaqWC+ayUVCMMqjVaEwKcv1g5X8WbQ78NClRhFjUoHxRdmdQ8qiWNQwJjWAPRlEgYofrIIKCmBwcBBBEPjhD3+YuUPe3t6O2Vz4bz3tB0urADE1xs1gHzcCPdwI9DAQ9uOUHXys7UO8p/4AdtlOJBLJSx8sBblqExjX69raWmpra7nnnnvySNm1vhvcGuijJmFsh46/eZyR4ZHM+GJaKSuEtNr0QuQcC0qEpzd8esU4e7/fT319PRNaiEtzPv6469FlFZGfD12gLiSyZu3qzPMsFktGKXvOd4mvnnmRr6x9BGk2lJe+OD8/T98PnuE+E+zERSKRWHJuvtNzHosk86CzgWdz1iyNr55/myqLjX+zYWvmsZiS5NrkBIdSFSzpY8LJJM5F//5EMMQL13v48JZN2FLKmSRJ/KjHx/41ndzVbPRv1tbW8rVLg/gs9fzgt59kYmQEv99Pf39/ZrRU77/M888bo6ySw8vQ1ByfOJBNi0yqKm9d9/HQtjUMDXVnvmdvXurjrtWN1HqzN4ePne/HJEs8sNMYZUynDw5PyXz0sZ2ZCHyApz71LQLBGMde/I95ny2tNnmr6oFhzCZ5SQhLOhnz3KXrzF68hr+/G4DXXnuNnp6ezPdscbBFa72hNN2enGd2uHy1ye/3U1tbi9OZ/cw2s4n7NrZz9HI//8dHD2RCT3KPyVXoVipd7+3tJRqNsmXLFiq4M1RI2DJI30mQGmQS40kkv7ERVS0q5gYZqX4pKdMmdRS78o78YCtBV3QsCxL6umUKl00CeqOM3pgiZdMK8rEoaoMJIRpHuhVD7hXQBJ2oW8PSYEerldGqs6TsTv1g+h30g0UsoBTrBxMEEg4zCYeZhRYX6DrNbw2hiAI4HVjnwninQwBEZIGE10HEbSPiyZKyjB+svgw/WCyBRdeZXWYUcTHs6X4w8zLji4tImR6YwB2aJWyuQooFccem8QhGVsmCKiMWIGVpP5haZLNTEPEAwaQMlEr2NZxWlRhVLNPsnUfKJGJU4yeKC0HWMSkB7GmlTBHRTM4UKbNnSNm75Qcr5ZioKqIKxb+bBilzEZVdYGnEGu5DEU1IUhkqdQUV/CtA2tvU1GSERZw8eZK33noLQRBobm7ObC7b2tqwWIzr4fj0BKFQiBnPPP/9+pfoDw+i6iqSILHOuSZFvg4uiZmH8iOzobhClyZl0+Ygv0pcw77Kyr7e1UzcHmP16tUGObt2DQCn05k3hlVTU5O5Vvv9fjyNNTw3eZ7f7HiQta7iY4jpNRsaGmLbtm18o/cVbJKZJ1oKR84DJFSFowNX2JuEtasKB328MHSVVk8Nj2y/L/O+rl27xnPPPcfqDV2cGuxlQ0Dnp8/8CFEUaWlpyXwWV30tz/df54OrNzE7Nr5kzS5OjnJ0eJD/tOuBPHL1Ym8Ps7EoXTY3gZQfTNU0Bufm2LjI5/SdsxdQNY1P7b4ns2Ymj5fpuRif2ZeNij/W6+O8f4Q/f/+DtDc3097czL333kssnuD//uL/JCJY2NTZQX9/P1euGHH97/MKqCM9XLigGurfeIBQNM6utY2cefUUe/fuZWouxI3BCT77ob2Z19J1neMX+rlncxsOm/G50t6m+YjEex/YmHnu6Pg8gWCs4Nqnv2cuj9H1ZTYtvU6kSZlm8vC1Fwf57QM1LMyMsWPHjoIhLOlz05jyw92eWmDK7y8rfTDtBytEjh6/byNvXhng7w+f5I8/kF2T+fl55ufn2b17d9F/dzEp6+3t5ZlnnqlMirwDVEjYMnir+22oEZH2WBB1M4R09EkNYUoiMZFAGsonZWKdQHJCxdRWOgHJ+MHWlWH6n9YQdAGtjPFFYd7YRSe2OtBtLiJJHWlWQZxOIkxGCpIyYV5FkcrzgyUmIiRdy/jBFiPVDxatc6z83BSkhIpDgfH2amabqgylLJrEEYxiD0SXkLKk14FiklJ+sNKVI0cw7Qcr/b3ZI+X3g+mBAEFkArZGsDUS1FUsijEiJ0YDS0mZ3YM5ESRRph/MbtFgWT9YPmQphihCUi2d6JgEI/UyJNYZJEtM9ZTpEcxyBJMSxC6l0hdTpEzSkygaJCn9xkUpfrA8pPvBLO6SR2tFXcFEkkcPVfrBKqhgMUZGRlBVlX379rFx40YSiQS3b9/G5/Mx6BvMkDIEkKtNRKsTROIRPDg4KZynTW/lscZH/j/23jzArbu++v7cRbs0MxrN4hmPZ8a78R4njhPHTpwdskEIKTulpZTnLYWnpW+fQvvQFlro8ra0tKXQhBBIk5AQIBBC4uyx43hfx7vH9kiz7zPapau7vH9c7aMZS4Ofvx6dv5KxrqR7r6T7O/ec8z2sqV3FCvfSgkEb+QgEAtlsU7nw+/00Nzdnu65K4eR0N18//T281lr+Zu3neerdH7F8+XIeeughDMNgcnKywL6YT8o6OjpobW1leHiY8SUCCx0NfKrzriu+r4xCl/Ba2D16lj9c8V7qbbNb93ePXsA+lQTEkgvdoViQA2N+vrD6loKbuAMDA8iyTP/SRnZqPbz23t9Dmwhm92fv3r3s2bMHBIHbrbDJq3Jm4AwNDQ0FebCMCvap1bmx94Zh8PiJY6ys9xEdGaOjowNBEHj78mUGQiH+LC+3FEok+PGxLu59z0ra6+qyatNlq5vr2tu4rqMt+5z/+dZ+2rw1PHRdoe3xp7v2IwHXbt7Mw++7Pati/uX3n8OhxRjs76P7vDl+H9nKZi/Ehi8BJqF854Rpf9y+MZeHu9w/wcBokE/cmyOBfr8fw4C2RYuoq8l9bl545UT2v3XdQBSFgm0aGhowxHQeeo5SZzm9JgpOjbFkyRLuusv8vORbSzMqZibvt3WBwPmuwyQmBrnppptmfe5iDA8Pz8iDZXD7Nct5/9Y1PP7KQbau7mDT8rbsvkBlNzsCgUA2l1jF/FAlYbNAURSYMhBW5rox8AgIHhGWgmhYTFI2piOM5kiZiIjWr5HSU4iNIkKjgOARZlW5snmwpvKJjjGmYQgGhq8CEjamkXToGJk8mEVAa7agNVtgjbMkKRMMAQxY/91jXLhtJarPguq1zG5fVA08lebB0v1gkxWOpoe8fjBBQHFaUZxWppprTVKWSOEKmaTMNhWlVjNDsU3+IZK1bmJuJ1GPg5TVMuuifD55MDkUZlKooB/M0KkVVSK2nH3RECQSFg8JiwfszWlSZlrkxHiImuQEggiiESIViyHZa011CQfMYoWZXx4s3Q9mVGB5zPSD2dJ3TYV0T5lgJ0Z9mpQpWVImq2GskgEi+OIX0S1ukqKTpOg0FatSx9HQqZFVYhXnwQwilShn1X6wKqqYFcVqk9VqZcmSJTS3L+Antb8isiqKfdqKc9JGzZQbyyWRWt1c4N9weQNL9CV02jppt7fPSsAyr5PpuioH+dMHZ8ORyTN88+z3abb7+Nt1fwgRjXA4XGBf9Pl8+Hw+rr322hmkzO/3c/r0aQBqezU2SO10ycfp7OykoaFhTvsiwNOR43S6GvloZ+meqAzeHD7LwpiMy+WgoaFhxr+/0HcKA3hgUaHiEQgEWNjWxvd6T3Nr6zIWexvB28iyZab1TlEU/IEA33j1eVoSBuePHkfXdQRB4LHHHqOjowOtzsOewGW+dMMtBSrYgcF+zk2M8bXNW+npfjV7zH547BgL3G7uWpabVPizrjPEUik+c72p9mXUpktJjW9sy42fP3C5j5P9w/zVA7cXTGFMpFRe23+YJcD927dkz40m23l3KMEX79vO796xmYmJCXp6enjiV2+xwJHiVDrv9+STTzKRkFi/QKLOTnbQx+6jJknbtimnLnZfvMRUVGT79lwWLJ5Q+NUrXdn/j8aSeNzmWkXXdXp7e1m/fj1KynQNWUooYRnIkoRD1knGowXXlHxrKRSSstf2HCY+0YsA7Nu3j97e3gL74my237kIlSAI/OnDOzhyoZ+/fuJVnv3fn8Rhs2TzYE1NTbPuQzECFSp0VcxElYTNgt7eXjBAaCq9qC0gZUtMUqafUjHOqYhNMqmRVIFSZmmyIDbNJGXzzoPV5OXBrgTDQB9LIbbOQXSKSFk8rOF8M8Tinh5SFgvOC1EMUUTUNFoHB+m+dcUMUpbNg3nLt8jNyIOVAed0gpQIidksn4KA4rCiOHKkrOVYDxbdQPO4sQcj1E2FAYhJAkqNm5jbQcztRLGlF/6ZPJj7N8uDXQm2MvrBTFLmJmFxg70ZPTmONzlGQqhFECK4jAncTKAbEE7KJUnZ1cmDXQkGohFFtXhmf4ggoGJDFWzE8CIKKZqMS8QFN1gEZDWMU0wrZZpYkpRZ9TjSVciDXXmbGDpCNQ9WRRUlkOkHK1abLoQvElYjvHfhHWzbcAMt9gXYJRuKovCv//qvuN1urLKV/fv3s3fvXgTB/I5lFpft7e1Z+2L+9MFyUZwHK8b+iS7+4ewPaHe28PW1f0Ct1cNR/1Fg9hsupUjZD3/6FP6zF3FGxwkdifBSt2mbdEUidG7ZkrWV5ZOyQCCAXOukV5viO6s/g0Wcewl2dmqAdRGBzqUzJ+kZhsEvA11s8i2i3Z2z2ScSCYaGhlh87QZGQwM8uHht8dNitVrptmjschs8cv8HWa7JPPHEE6xcuZJoNMq+ffvQdZ2PA/KhLl4fD2etpT88cRSv3c4qyUJP+pidHxtjb28vf7ptW5ZE6YbBk0ePs2lhC2sWmAXTPT096AjUNTayfWnO9vjIroM0elx84JrVBe/z6XeP40jFcPvqCrJNu06ZJOrWdUuz1tKRiMq7Yxb++pP30L3vFTweD7V1dYyfOke7zeA73/lO1lp6rGuU9Uu8NNS5ssdsfGyUqaiF7ZtzJHLnm6cJRxLcd9d6Xny1i3AkkSVh+dMHe8fS5yTdBVYKFlmk3mFOqJ7rxl4+KXuhK0Qq0ke9GGbLli309vYWKGX59sVFixZlSVlGocs/Zvlw2q381afu4vf/5Tm+/fw7fPkjt+H3+7OqZjlIJpMMDg6ybdu2sh5fRWlUSdgsCAQCIIDgK89WJwgChHRSTg3bTU4EwwYRA8Z0pDGN1IiC1JchZTqWJhmxUUQZUpAbrnIerBhBHVkVSFQymj5o/ljc+dprtAwNoVit9C5aRKCzE39nJ67zEXRJypGyHSsQY5qZB6uAhF0xD1bqvU1EGXdW0A+mG9SmdCYb6xltbTSVsqSCKxLHGY1hyyNlcVFAqXWTtFnSebAKJimWkQcrhkNJZ5sq6AezaQkSqkjY0gJ2SBgaFuJYhRiCECxJykQlSFiRuLp5sEJIKFgkg1gF5dEWIQ4GRGQfKdEBsmGqVkYMmxgrScoEQzOPWQUj8G16jMQV8mDFsGsxkpKzmgeroooiZLJNmzbNzDNtrFvHv2z4JvVWL3IeyQiHw8TjcW677Tauu+46UqlU1r7o9/s5cOBAASnr6OjIql+VTl+cbZvhxDj/fO5HLHG38bU1f4Db4sxu43K58PnKu4Gm6CrdF8+g2g2+/HePYk+kmKqvx9/ZSaCjgx5dzyplrkiEjuuvp729HX8gQI9P4a4F69nsKz0uPoOYqjA6OYGUEEvuy+npYS6Gx/n6NYXdX5kM3Skhhsdi4/aFy2dsaxgGPzhzmEXuWm5vW8q+vXsBuO+++3C5XBwe6OWLP3+aB30LkROpgryfLAk81NbGuTNncDhMhe5br72GXZb5SF4GafdlP73TQf745pyN7mz3RcYQ+fiWTbmJhONT7L/cxx/feRM2S+7zEooneOzNA9xhMVi1PEeMwBxN39HkZXFzzg3x1olLSKLAxo4Gjr0WYfv27UQlL6/t7OP/+x934ZEUc5pkTw8+0bwp961vfYvOzs5s0bjVWUdbi0lodd3gp786wqrlC7jxuiUmCYvmypjzP2eTMTNPl//vxZAliXqnimSxztkPlg9fnYtoMEZbe1uBfTG/Q+7dd99lz549WVLW3t6O3+9nzZo1cz73tcvb+Oit1/D0m8e4cfmCK+bBitHX11ftB7sKqJKwWbDn7F6oF8vvBzMMtFEVyyKTgGSUMjwiwhIZwbBC1IDRNCkbNUmZjIw+qsH+JEKjaI6pn8O+yMQ88mDjmX6wCsasj6ewJRI0D5s/LlZFYdmlSyy7ZN6BUqxW+hYtwp8hZRdMUmYAzgMjiI0uFK8VxWudPR82nzxYUsWjGMQWlN8P5oyY/WAxd5590W5DsduYaqhLk7IUzmgMVySGNRihNn1Hyzs2gisWI+Z0EnM4SVmss9sX55EHIzhdcT+YnIygyTm1yRAkFNwouMHeVJKUCVawWTQi0cvI1hpSmgNVcwClz8388mCZfrDKSppVnVw/mCCgCjZUbMQkb0lSZhUNEMAXvYRmdZOUnCRF1xz2xXnmwYwk791RvctXRRXFGBgYmLUfTBAEmuwzF5nFFimLxcLixYtZvNgcz55PygKBAAcPHkTTzGvXK6+8UqCU2e2z/8Zmpg8WK3T9sRG+evI/kASJP1356SwBK57YWA4eO/ciVsXKurNHcaRDtvWTk9RPTrLp6FEMYMrrNUlZZyd+TePMmTMAtIwLLDub4qBykM7OThobG0u+bndoGJ95b7Dkcf554ARWUeKetsLFdmb64M5wP/cuXotNmrnM2zfcy5GxAb52/R1Ioojf76exsTGbB/tO1yHiNW7+nw99GLfVms37PfXOLoz+AfTefnp08+7cfz36KD2Tkzy0dCmOvGl7/33kOI0uJ3etzE0fnJ4YZ1pycv+6VdnHvdR1HkGA9xepYC8cOYuUjCFKesH+D0+FOXShj0/cuqnguL11/CKblrcxOTacPWb/+aujeJx2tm1ajSxLXHvttfz89RP8x1Ov8b8+vplYyLQxRiJmhryjLsjPfvYzOjo6mA6L9A1M8tU/uS+rfkUiuQEd+dMHPS7z38PR0gM8AERRoN6h4appKvtzVu+2gZgqIOE2m41ly5ZlraX5pCyT9zMMgxMnTjA+Pp793uQrZRl8/v03sedUD4/94nWWypUPvxFFkUWLFpW9TRUzUSVhJaAoCkzqCCsrODzTBqIqIsxCjgRBALcA7hwpM7pVOJFCaJBRR1PIfSKQQrPqSE0W0wpZRMqM0fnlwZT8PFgZaD46RMP4OKJRWl63KgpLL11iaZqURZxOvvUnf0Ky3g56Cpc/iqcnigGE3SCUIGVyZP55sKinAoUq3Q8Wm60fTBBQ7FYUu5Vpn0nK2i/3Y4nGUVweLNEICyKmGhMXRFIud0lSNv88WGX9YFbJIDiH2lRMynRjmjqGUVIeBCGK3TKFwzqFbkA0KiJba2eQst8oD2atwB+uhAlqFnDMcsyKSZmk0ax0k5Kc6JKEJRXGpeWUslKkrJoHq6KKq4v59IMFAgHcbvesalMpUvbd734XwzCwWq0cPHiQffv2ZQtmS5GyjEJXnAcbjI/yFyf/Dd0w+Lv1X2SBI5evmpqaIhwOl70vZ4IB3jqzn7U42bq/q+RjBKB+aor6qSk2HTuGAbx+553svekmxmt1fMPjvHzBHBjhdDrpzJu+mCFlZ4NDNETAke66yoeiqbzYd4o7WldSYy28fgYCAewNXiJ6sKQV0TAM/vX4Hpodbj68YkM2Q7d+/XoAjo8O8Vbf5YKJiFarlQWLFvFTJcr2azfwuU1b+O53v8uyZcvwj4+zIplEOnOGfzh7ltbWVuqam7nY3c1HbroRa9pJ0HX+PAKwZsVyXOnnNQyDl06e59qOhTTVFFrnXjp2jtVeOyRjBefmB68fQhAEPrwtNzLfPzxJz/AkD9+8Hr/fj9PpxFvvY8+Jy2zbsARZzq2X3jl2Ca/Xy92335ztwvrbb/4TkWicDeuWEAgEskNYbt4oMj16GjXegNOmEwqbg6eKpw9mLvmzLJcAGB+fxGkxqKsvP3PlEBIIAjQtmH0oTTEp2717N2+99RabN29mcHAwO4RFFEVaW1sLqiQcVitf++27+bdHfghWuaI8mN/vr+bBrgKqJKwE+vr6zDxYBV1fRrZwuXz7ohHS0WQdYasbEQd61IBxFXFcQx1VkPuLSFmjSHIggeGpPA8mzJUHK35vcZ1Jn49rDx8ue5vRBQswJInIMjfJRjsxVccyncI2qWCMRXAXk7IGF6JqHrN55cFc5WebmAgxbZXQK7CVWaJxEu4aRppawTCwpBSciRiOeKyAlCUEAcXlIWGzm3kwV/mEKpcHK18JzJADpQLLn5UEmgaxRBMgMB3WkaU4shxHEELY8khZLCoiWWvR9SDRhDi/PFgFapPLoqHZ65ndxFG8L0kkAaZlLwnJAxZTKbPpMaxSDDmPlCU1Ac3qIXNdTIiVWD6rebAqqpgNs6lNsyGjNlWSOVFVlampKXbs2MEtt9xCKpViYGAga8MqJmUdHR243e4ZebDhxDh/0fXvqLrON9d/kQ5X4Xe6kqlwiq7yD2efoSXiRE6lWDgwUNa+CMBIczOGFqd/nZfv3vJHTE9PF0xfzChlTqeTjo4OzsrTLAiJdC6feczeGu5mWonzwY4NBX/PTB8cW+Sl3V3H5saZKsWeIT8HR0rRiJwAACAASURBVPv52vV3YJdk+vv7CybplZqICPDzc6cJJZN8esMmBtL7fcttt/HvL7zAmjVr+ItNm7L7c/rYMW4zDKZ3v8Wj3WYX1qHzF9GAT+S5C7pHJrg8NsnHb7it4LV6x6fp6h3mk+023J5ctimlarx89Bx3blxOa30ur/32CfNm8C0blvLsE7vo7Oyk6+IgwUiCHdfkbJ+xhMLh0308dMeG7DGdnAqhpWI4a1v52Ec/bKpIJy/x9//yHJs3+Ojr6yMcPsONa2Hv7l8wMbyM2tpaFEXJksNQWiGrcc++luntNW2iDc0VXFMSIXQDLK7aKz82jYGBAXw+H+973/sAU1TIV8pKVUl0eGAwYrDvbICtqzuv+BrVPNjVQ5WElYDf7zfzYA2VkDAN1alhdZa/TWpEQW60YWR+YN0CuK0YnSAadvSYAWMa4riaJWU2ZHTRgANxjAYJo1ECjzj7wjedB0tWkgebMCf9dKYvTuXA39mJoOvZPJghiygNNpQGG6zwFJAyfSxCTSCKaICBQV3XIIbPQ7zOTqLWhj7HePuK82DpfrCpxgrIUbofbMqeXmAIAimrjaDVRrDGmyZlKZyJaJaU1aRJmSc8jk1NErc6SdicpKTZ7YvzyoOpsfRo9/Jzd0KiuB9MRNVcqJoLaCAY1pGlBLIcB4LYLFOI5mwS9MRFZFstiuFMq2Klz8288mBU3g9mLe4Hyyhloo0o3iwps+oxbFIMKRXGJpo0rD7Wg2bxmEqZ5EQVZj831TxYFVWURjnTB4uRUZsqUZaL+8EsFktW/QKTpOXbFw8dOpS1L+7atYve3l7qWn08GvoVSVHhG+u+MIOAZV7Hle66uhLOBP30xka577RKw3gQWVXL2hdNFOltbye2uI5WRy2CIOD1evF6vVxzzTXZYuX86YtiMIgNuHTpEj/5yU+yCkZTUxPPB07QZHdzU3Nhd1hm+uBhLcjHFu+YQd50w+AfjuxioauGj6wwCVw+CS2lgmW2e/zEUdY1NnPtglZ+eeAQTqeTg5OTjEWjfPruu1nS2cmSJUuIKgq3/Mcj3NrcyD2tTdm8n6ZpiMCbv3yeS+l9eenSEKIgcOeawszXS8fOIQoGWniazg05orn7dA+hWJJ7rl1V8PiXD51jbecCHKJOMBhk69atvH30IlZZ4oa1ndnH7e/yk1I1tm/KEbPnX3oXQYAd28x8oyAI7Hz7IhNhO5/9zCfxuO0MDo3ypb/4AVs2+Ojt7SUcNn2iO3fu5Pz580SSFlw2HfccN4cHB/tRNAGf78qfswxiwXGmkhLBaHm9MhmFbu3anAJqtVpZunQpS5ea+1yKlBm6zgI7/PzZp5m+YRMrli8r6PcrRjUPdvVQJWElMK882JiK3Fb+wtiI61hiEvrSWRZ5ggAuAVwiRqfFJGV9KcTDSQyfBX1CwTJgLohVi47YZC1JyjJ5MK2CwuVMHmxBOg9WDvydnbQODjIgLyy9v0WkLK7qNLw5guawoqPi7Q9R3xfCAKadQklSNp88mCOSQCIvD1YGnNFMP9gs5EAQSFmtBK3WLClbMDqAMxImafcgxyM0JtJqjCGQcriJW10krE5Scm7hb1yFPNiVIBoqDruOgZekMuujUDUnquYEfERjETyuYZKGG4hjFyZxipOmfTEhIZUgZVclD1YGtPg0EWGOfrA8UhbDC7JOY/wChmRHt1gLlTJdRLW4Z5CyTB7s7lvK72Wpoor/W3Cl6YOlMJ8OIr/fjyzLLFxY+poiy/IMUvb4448TDAZxOBxZUtaGQH3TIi6ETqN0Rk0bVnoQQ6V5sGAqiqxCxO3lusMnrvj4DIZaW0lZrQy7VRY7vDP+vZiUDcam+cJT/8L6QZHFixczODjI2bNnAbA7HKiWBPcs7mR8dIymplzGyO/3gygyZhdKWhG/e2o/pyZH+Pb2+7NZsUy2yeVy8U9v/7qkCra718/l6Sn+5c57sq/T0dHBD48dY7nPx7Y8u+AvTp0lqKT42I7tXLPQtNG9dfocb//0WWobGrFYLFkV0wAecNg5uvfdrEXOZrPx62PnuKGtgdRUT8Fn5vn9p2isdXHjqtzrXegfo3tgPDvhD2BRezuv//iX3LC2E6c9r2T67VP4al1sWGl+plRN59iJMzS6BLZeb9oxp6ajvL7rDO+7fS016dhDa0sTY0ErLu9Kfv9T2/nRj37ExMREttg7FApx0wp45snvZz+TnUWTMceGB5mMSwXvZy4kk0mCUxNMJCxMhqJlbTM8PEwymZzze1ZMyo4cOcKLL77IkuWrOHK6m4MHD3Lo4IGsUpZvX8yQskwerNoP9pujSsKKoCiKOfxiVQWHJmggpmbPg5VExr7YUOY2goAQNjAEg9T1LpBd6DEdcVxFHFfRxpKFpKzRitEoIQypKHYdowKFbsGRQXwTE7PmwYqRslgYWLiQ4LIKxrnHNSw6jC+qJbzAzaSmYw8lcU4nYDxUSMocAjR4sn7rSvJgrnAcgznyYKW2icTS/WBlkmpBQIjEmMBCtG6hSZa0FA4lij0VS5My885ZhpQlrA7qRJWIdeYFeTbIunLFPFgxMmqTqpa//7KcxDAgqi3AkCUmVR2LEMcixDAIZkmZYUAkTcpkYiRU4ermwYph6NRYVOJyBceMFFYRJi1eYnIdWNP2RS2GTY8hpyJ5pExAtXgw0mP9q3f5qqhiJuaTB6t0+iDkOojK7QcTBIGxsTE2btzIDXfcxJ8f+zaJ8RgPWLYSHprm8OHD7N+/HyBrX2xoaCAUCpW9L+FUnNqgmfvtqMQpkn5+vz3CTY4r30T89cAJahNgdzr48Ic/jCAIWaXsjZOH8fYNkDrRw/dOfA+Hw5FdKF/o7mbKIbKlpZM2d+Hr7B0K8M/H3uGBxe/hgcXvAQq7rnb397BnIMBXb7y1QAUD+MHxIzS73NyzbAXT09MEg0EWrl7N6VOn+MYdd+Qy6+mx9GsXNLGxNac6vnW8Cwm45647WbV8OalUindPnOQ7L7zC9fXuAmtpna8BTzDIGu8Cpqdyn7PRYIR3z/r53Ts2I0u59cyL+88gSyJ3XbuCXW+8itPpxD8WZzwY5Z6t78k+bnA0yP4uP7/3wRuz2+85dBGbGKeuviGbbfrlzhMoKY2HH7guu60gCLicNqKxJIZhMDw8zNq1a7nvvvswDIP/evJ13th9mI++bymBQKDAWppRL+OxCJMxK3ZbedfIjKo5kZSYDMXK2mY+383+/n7sdjuf/OhvEfnVPh7fuZ8//+D11IoKgUCgZJXEhQsXWLhw4aw9ZVWUjyoJK0JfXx8ASm8Sq2YgNEkIDSKCdfaFojFaWR7M3EYz82B15W8TH4kh1AgIlvQPnktCc0loHTbAhR7VCknZYHoAhiggHoygNchoDRaMOeyLQlxnoqGBTUeOlP2++tra0CUJpb6CfrDJwn4wQxKJex3EvQ5Y7C0gZUaalEkGGEDdxUH0+hpiHgcxjx1dnoPIjoeYqiQPNq9+MBUPGkqmH0wQUGUrYdlKGC/UpElZKoZdiSLHIzQkwiCAQ5lGNlSSspOE5EIV57LImXfDKsuDxdAq7gcLoekSRva4iqQMFynDBXJjSVImCmAI4IxfREz3lKVwzKpYzSsPZiQq7wfTiyyPxfZFay5TZtNMUmYTdTQDWltnD0NXUcX/rejp6UEURV544YXs4r+5uRlRLH0tm8/0wXg8zvDwMDt27Cj7fQ0NDZFKpRAbbfzJ8X8mokb52rbPs7rWtOypqprNlAUCAY4cOYKathMePHiQiYmJ7IAMxyzVJGE1Rl1QQlJV2srMgwEEOjupm5wgYXHTUkIJy4dhGLzYd5z1UQtLli7OHrO6ujo2btzI30weIdXSwhPX/VaBffHcuXOAOZR5SV+c/fv3Z8/NaDzCF3e/wJKaev7uxvdmnzPTddXe0cGfHdhNm6eWT6zeWPB+Lk1N8E5fgC9tuQmrJHEmbRPdPTWF127nA+/JEZ19gT4ujk/yD/felX2NlKYR8AdYLAgszbOWHpmIch4nj37md3FZ5Oy5eefIcZZZFKYHewF4+umn6ejooHtaQULn/Vty0yBVTeflQ+fYvm4JdW5HVqF7ad9ZPE4b2zfk7Jo795pK4r0357Z//pUjeB0669aY9kYlpfKLl45xw3VLaG8rjDAkEilsNnmG2iQIAnFFJKy4+eAHPzjDWpqf91vmU9j/zuuExpbTOcdkTMipTRHNykSwPBIWCATw+Xx4POW7ZQKBQPa7+dl7trCr6xLffe00X/zgdjxLffzZxz9eYPvdv38/uq6zffv2sl+jitlRJWFFyNxJ0Gw6+iUVodvsvkp5NGwLbAiNEkJjISmbTx5MGVFIeTUcZV6UUA0cQQltmZ3ZXOgzSNlwCtv+KHqdBW0qiW0oBcRRLQY0WNF8MlqDjFGTy1hl82DpH9pyUJwHKwfWSYWYdfZ+sGJSNqXpLNzXhyaAJgjUD03TMDRtjgK2iRjeGqI1haRM0DN5sPKVkxl5sDLgSJg/kInZ+sHySZmjDmoMfOERamJTKBY3khLFq5pKmaILqFZ3SVKWzYPJFahNM/JgV4KO26GRNObqByskZUE1jtfSS1JwYZDEqU/iFkylLKxIJUnZVcmDlbnNnP1g+aRMNklZc/wSmmip5sGqqKIImTyYz+djbGyM8+fPA+aEtgwhKyZl88mD9faaC/BKtrnUYw5neCT0Ao21Pr65/n+y3NOe/XdZluno6MiqBKqq8swzz9Db24vH4+HIkSMcOHAAgObm5uy+5JOycCqGd1qira+v4jyYtnohIoOsr2uf8/FngoOMTk4gJ6UZisal0Dgnpwb58ro7s6Rs40aTNO0+sI+3dr5Kss6JEYzyyiuvAOBwOBixiyyUVP7irjtx5l0/Muuds3qSMxOjfPu2e2eMtP9R13GsosRH16zPbmN3ONg5MMDnrr8ee950vKePncDrcHDve1Zm/7a/p49aNUFtY2NWbTIMg50nL3DjsnbqnOax7ezsZFF7O19/5wJr2ztoHjpDY2MjNpstay29zws7n8/l4wajBhOhGPdteQ/T09NMT0+z6brN/Nubh7lv62qs6d4xwzDYuecs16xaSEuDeYN1dCJMwB+gvhMWL+4EYNfeC0xOx/jQ/YX9d0pKJamoeNz2kmpTKJLIjqkvlfd77rnnOHf+AqMhgfrxEV5++SKQG8KS+azlk7KMElw7nSpLCcvkwa7UD5aPYDDI1NQU119/PQAWWeLrv303n/z7H/OXP3yFjiYvH7p5A0uWLGHJEpPQnjt3jmeffbbqFLlKqJKwImTyYI7bajE0wxxVP6ajD8fQLqmIxaSsQUQbrTwPZo1JyEvLX0wyqZn9YJUM2Iiaq+jEtS4MZw2pmIY0riJPpNBHE2lSBqpsQKNJysTJFNYK82CBK+TBZsAwkMYTxBtLt7mX3BdVx6kajLQ1MNHiZVzXcUQSuMJxmAxSPzyNb9gkZdM2Ed1bgyqJ6TxY+cf5inmwUtvEo6gIJOUys02CgBYJE0Im5GgDu4FkpLBrMWxqDEkJzyRlkhNLMowqlz99UDBUnHYd5syDFUKWkmY/mFqB5VE0J0OFhWY0h5W4oWMljpUYhhEsScpkI4l2tfNgxTAMpFQE1VrBxEY0LKS4+9bqXb4qqijG4OAgqqqyY8cOVq9eTSgUyk4rDAQCXLhwAciRso6ODhIJ8/ehUvviXHmwYgSig7x6cheqS+X29hv5zJIHsUtzq/+SJDE2Nsby5ct5+OGHUVWVwcHB7P4Uk7KOjg4mhCFcUamioVVDLS0oNhvHhCEeat9Cp3vuMeC/6j/Ogqj5G1e80P1lbxciAvctmrnQfuXscSQBPvuJT7G8vplgMIjf7+fNrqPQ28cm1eDlp5/lLbs9u/A/f/489T4f3z51mLUNzdy/9D0FzzkZj/Hc2VPcv2IVDc5csbXidiMkk3wsb2jGWCTKm92X+cS1G7HlWUhfOnmGenTWrVyR/VtX/zAD0yE+f1thOfC+C72MhqLsuHkdJ/u62Lp1K2vXruXgeT9feeQ5PrypE5sa49ChQ+zfvx8DuK1RJjF0kX1D3QAMhgySiso9W3O9Y2cuD9M7PMXH781ZDF975yx1Lr2g6+rVt87Q3FjDdRsKj3s4Pf3QJGFnZ6hN4Wgi2yVWDEEQGBoawl3XyMnzUf7xr/4Hgq4UfG8yeT+Hw0FnZycLFy5kYGCAbdu24b7cTyxx5Qv4yMjIFfNgxSiV1Vy5qIlP372Z7798ADU96CYf/f391TzYVUSVhOUh0w/GCvOwCJJg9nQ1SjhWF5GykQwpExARUYcV5OOCOda+QUKwzbHoqzQPhtn1ZQgGen0FJGxcJWnXMZzm6xhOCbVdQm23Ae7ZSZnFwnMPP0yH30+n30/z6CjCLPmwlMVCf1tbRXmwefWDBQv7wQxRJFbjJFbjhIW+LClzhuMwFcQ3Mp21L9b0DePy1hB1OYm5HHPaFyvOgwFSKMwklfeDRa1pu4MgoAlWoqKVqKVuBikTlTBeMQwSCHqYWnEABScKTjRmty9aM3kwrYI82Dz6wSxCnKQqoGXuiAoiCi4UwQXOxpKkLGNfdEdN+2JScKKIs9sX55UHMxRsokF0HhUA1bt8VVQxE8UqQE1NDevXr892TIVCoaw9zu/3Z0kZwGuvvZa9479gwYJZ7YuZ1yknD2YYBi8NvcNjF59n3WQty1av4HeWf6SsfZmeniYUCmW/67Is097eTnt7OzfffDOaphXYF48ePYqqqggIdG3YQNzppNPvpyMQwBmbXanwp58/VW/jc8vvnPM9xVWFX/d3cUuqBqdTpbExV3qtGwYv9J3ipuYlNDkK7WYHR3sJDY/RVF/L8vpmAGpra2lfuYIfnX2bFdcu45Eb7iEQCGTPT0bFRBRZGRG4Y+M1jAwPF6iYP+o6RkJV+dymzdljFgwG6XK7uXPFClrziMgzx0+S0nU+es367N+iisLxs+e5AVi6JM8aePICFkni9tWFUxF/fugUXpeDRtFc/GfOzQuHzpGQnXzy4Q/gsFpQVZXuSz1847Gfs7LRxtGjOWtp16F32LLQilUNEY97cTgc7Hz3LFaLxG3XLwfSytjuM7T7RNraWrBYLExMRTh03M/HH9qCKBZeU1Mp8/3Ikkhvb2/B9EGAcCSJZ5bJiBmFrqljDRBFFAVqawpVzOLJmBlSdujQIdpECTmuMjIyUjCEpRjzHX5jt9tpbm4u+HuT17xBvrhlZoYzEAhU82BXEVUSlodMPxizFS6XImVdClzSUO064qUUYrf5BUl4VGzNdrNwuYiUGWP6/PJgnlwe7IowDIxxBbFldqJTTMrUKRXX7hBKvY2R5mbOpb3e9ng8e7Hp9PtpHhnJkrL55MGs6TxYrLb8nNKV+sGKSdmErtNywo9V11FEAd/YFL6xKVMpkyX0uhqi7iJSlsmDuX6DPFgZsKXiZrZJnt2+WEDKHFCTHKNWGUcV3KBGqZFNpSylCWiSCwUnKZyo2LKkLJsH08o/zooWQkvk58GuBAPBSE9snI2EFpGyhK7QzGUU0YluKLjVPKVMlUqSsvnkwazFebAyYNPNfrBqHqyKKmYi0w/mcpW+sVFTU8O6deuyJbahUIjvfe972O12Jicn6e421QqbzUZ7e3tJUlZuHiyYivDvF57mwORJrmU5gjbFllXXlr0vV1q0SpKUJWUAf33ih4y/e4mmcQt109Mcu+YaDm7ZAkDTyAid6ZuWxaTs8Ka1hB06n117DzWWuW9u/ar/BEElTk3IMiNDd2g8wGAsyJfW3FqwjarrfH3/y1yXNLjh+nUF//aPx3YRVpL8zRbTvlhXV8eGtHp1/vx5nnnmGUatIi2GSPeBw3QfOIw9rZS1tLXxi64j3Nm5hOX1voJj5td1/nRjLjuW0jSeOd7FzUs6WVyfu1H2QtdZalKJAuVE1XRePnmebcs78Nhz16apaJw3T1/io1s30NfXS0OD2Q8WSSR57Xg3921+D4704CdZljk7luBM2MpX/uAjrGxr4Nvf/jaybOHiUIgmZ4pnn33WPDdNzXT3hLh5TQtyuq6k2z9GoH+MZWtyXV8vvnoSXTd4720zVcZM2XM4NFlSbQpHEzTWlx49n6lacHh8QC9SiZsPxdbSF198kaNHj7Jy5UrCJ85gjfbzve8VDmHJDPzIn4w5nzxYqe6+H7x8EIDP3VuoVCqKwsDAADfdVJ0cfLVQJWF5CAQCZnSmzH4wQRIw4pByaFhvqwfNQJ/SYFxDH0mhX04hXiwiZY0iylAS1athv4p5sBnvLaQjpwTiFYymF6Pm3Z7oOjeh7V7EuIY8kSIxYWckHi8gZRlCNtbQABXmwWyZPJijgvc2HmXcUX4/GIBH1ZhuqGeipYlJXcceT+CKxDCmp/GNT+EbLyRlitVi5sEqsCJeMQ9WaptMP1gFhMKiJ0moIkFpIUgCYUPBSgyrGEdIhamxRIBCUiYkg4QViUryYB6HeoU8WCEk0hMbKxlNLyTAgJDUSMrtIGboWI24SYBSwQJSFlElBHstoqFWnAezXSkPVuq9aTEUsdoPVkUVxdA0jd7e3uxCsRyoqko8HufWW29l8+bNhMPhAhtWMSnLXxDOZV/sDvfyjTOPEkxF+L0lH6S+R+ZN3qzY8uh0OsvqB9s12sWuiZPcrbeyoN3Hp/7yL9E0LWdffPTRGaSsw+9nwWA/k75mdJ+T+9vmJoi6ofPk5X1stDUTD4/P2Jf/vniIWoudO1pXFvz9iQuHCY6MIQDLl+T6r46PDfLMhRN8ZvVmVnobKcbo2BgA73ht/ORDv02rbCs4N+fPn+c2QA7G+HH4x3R2dtLT00NKEGhqbGRLnh3tlfMXGY1E+dv33pH9m2EYPHXoBGssAm0tbdk82FvnLjEajvLVawvVpBePnkXVdD5w3Wp+/qN9WSK/8+h5EimVD9xQ9Pj9Z+hcUM/qDtN6GYlE8LSu5MCYyi/+/ndIxUxV9vjJszQ54kjRy/zjP/4jzc3NBGMyS5pUwOy6UjWdF3YeZ/M1nSxaOLNT1GoxrwehafOYFZ8bXTeQpNLrRr/fj8PhQLaZ6lI5w2mGh4dpa2vjwQcf5CfHwrQ3OPnYLcuz5yYzhCVDytrb2+np6Zmh0M2F4jxYwetPmTd513QuKPh7tR/s6qNKwvLwzpl3wVtpP1gKudWGASAJ0CBDg4xtlQ30NCkbKyRlViRETUA4kcBokExbom0O4jefPNi4Sde0CraRJlRUyUCrMbfRHRJKm4TSZufShpUFpMwZi3F+lTlRSNB16rqmUeqtJOttqJ45rHmGgTiRINFQfh5MSqrUKDrxpvLVpmw/mMtctBuiSNzlJO5yQnNDSVKWWXY7x0exKQliDhdxu3POyYoV58EAIzTPfjDJQ4ZQ6VhJYCVBHcgtaVIWxyrGcqTMBlZZQ9OHUDUHqupA063MRsrmlwdL94NVMrHRiBXmwQQRRXChiC5wNxaQMi0VpEZN2xcBd/gygqMGRXSSFJ1z2BfnkQczVKxGktturd7lq6KKYlyNfjCPx1OglIXD4QL7YoaUAezZs4eBgQE6OztpaWnJKmW7R4/w7e6nqLW4+aeNX2KpexFPvf0UjY2Nsyp0xahkYmMwFeXbF37OCvtClMkInWtNMiVJEosWLWLRokVs3769gJQFHnmE49dcQ2rLFiSgeVrklZd3Zgd9lHqf745exB8d509cm/EzXnCc+6JTvD54ns+suBGnnLvhmdRUvnP6XW4WapCkUDZDp+k6Xz3wGk0ON3+0sfTv2e6TJ5iWBL6y/U5W1ZskLWMtVTSNu37wX6yULNzXuKDAWioBtyeT7Nu3L6tiPnn0OO11tdyydHH2+ff7++gZHWczhcrRE3uP0VpXw46Vucdqus5Te46zob0Ft5FCUZTsNr/Yf5plLT7Wtucsc31j0xy/NMgfvv8mBEHIqk37L06xZXUHrY1ewEtHRwevnAhxZETlP//sHvr7+ujp8TM01MPiNC995ZVXsNjqQJvmvjtvLnmsMkpYJDxeUm2KJRTs9tI3+zJqUybVJYlzf96SySSDg4Ns27Yt+zddtLJhw4asipnJ+xWTslOnThGPxwumls72+S4uQ88gVSIHlkFmYmMmQ1fFb44qCUujOA9WFoIGUkqcnRyJAvhk8OWRsnMK4jmFlENH7FEQL5lfkKRbw9pkN8uWi0jZfPNgSl4erBxoo3FitYb5vksgn5Rd3LAKIaJS+/YkWo0VI5SkdjQJhElJoNXbSNZbUeptpGpypEyOqNhUmKrAipjLg5W/0L9SP1gpUraopw9LLEFSEKgPTuENmkpZSJDQa2pKkrLfOA9WBrL9YMbs+58jZbUgt5A0JqkVRtE1B4Yew2k3x9urKuiGqyQpuyp5sDJgpNL9YPY57Iv5pExXaU5dRBXtaIZKTWoKjzCVtS+WImW5PFgF5LCaB6uiilmRWbRVojYFAgFcLtesapPH42Ht2rXZO/jhcJgf/OAHaJpGMBjk9ddfB8yC2fb2diZqY+wVzrC8tZ0vr/k96qyerEK3IW9IxJWQyYOVsy/f6f4loVSUL9bfzS7j1Tnti8Wk7F9/8hiRC0M0+Ro4fvw4hw4dAqCxsTFLyDo7O3G5XDwXOEyjzYMnmMLpdBbkwf774iFEQeCTSzcXvOaLgTNMJeO0KzV423Jq088vn+bkxDD/dvP9uC0zr7W7ei8TGxvHsaCRj6xaP+Pff3n+LIFknK/dfw+3dJj729/fz2OPPcaULONTFF577TUALFYrHlXnxhUrGB4aylpLnzx4nCU2CZK539TjvYMcCQzwlXtuKbDlvXn6Ev2TQb5077aCz9nZ/lFOBob5fz9wSwGZeHH/GQQB7t1iunP8fj8Wq42eQIzPPJizE0ZiSd45eokHdqxlyeLFLFm8GKtnEY++OMID10tYLSJut5tLl7pZv9Rg9xs/5dzJ3QWTMZ1OZ1oJdqLGXwAAIABJREFUM4hFp1i5fObxCkdLZ8Ly1abTQ+aNcXkWxSyDctSm2traAlL21ltvsXv3blauXMnAwECWlNnzhrAUk7LZ8mC/PmDm0batXUwx/H5/NQ92lVElYWn09/fPmQcribH0HYNytxEFhKSBJhuIt9aTMkCYMru91JEoFr+CeDlNylwa1maTlMWH5pcHExaUr84ICR1HTMTocJEocxspoSMiMLXCQ7LRTiihYZtUsE4lEcbj1I6ZpEyVYLoGLE0exKTpc4tVMJTDOZ0gJcyeByuJ8RBTlvL7wQxBQI4niLtrmGpsZdrQsSUTOOMxjNA03jQpAwimSVnSak/nwconVFfMg5VAph8sVVFJs4KmQTSyABBIJFLIcgLZksAwIqVJmREklhCvbh6sCIKh4rZohOzlHzMrCpIA07KPhM2TVsoSaaVsuoCUmfbFGjJ+yqRYwVCOah6siipmhd/vn5faVCpzMhssFgvT09Pccsst7Nixg0gkYg4quHSO05fOIVzUeA91WK0Jfn3mhewiWVGUiq2IcOUbLq8NH+G14SN8svNOlIthJEkqeyqcJEnEQ1GiDoPf+fTvoGkaQ0NDWQUjn5TVN/gICePctXQF/p7CYxZJJXnOf4z3ta1mgbMwr/zfF46w0uUlfHGMjdtN8mEYBo+fPczKugbu7yycdggwFAnztVde4BYD7t+ydca50Q2D7x09yOqGRm5uzx3TTD9Y23XX8cW7785aS3/yzh5qx8eZPneGR8+dwWaz0dTSykBgiBsa6tDGhewx+/47h6l12Hnoulx2zTAMfrjrCG31Ndy+dhnPPnM4qzY98fweXDYrH7ghR6w0XefF/WfZsqqdZq+pSPn9fhTJicshcsumnCXzrUPdKCmN996UOw4/33kMX52DRHyS667dRufSdXz/p4/zqYfWs2KxC7/fz7Fjxzh40MxFNTU1mZa/ZhVDV2d8ZpKKiqKo2RH1+cj/nO2/eA6n3ZpV1WZDRm3KHDPBPEhzbjMyMkJ9fT0PPfQQYJK/jMKcsZZCjpR1dHRw8eJF2tvbZ5z/R140C81/v0QebHBwkK1bt875XqqoDFUSlobf7zc/7b7yh2UwppNyaEgV9IOlRhIodToWQQABDJ+M5pORV9pJ6UYhKQuYpMyJbHZ7nYihN8im8jaHfTGbB2soX52QJszJiKkKMmSWiRQGRjYPptsl4q0O4q0OoK6AlDnH4zjPmz5jAwPn2SGkxlpidXaS7tkn/IGZB5twlp8HE3SdekVluqGChX6ysB/MEEQSdicJuxO8DUwZBvZkHGcihh6cNpWy9Lb28ASyphK3OklYneji7F8r+zzyYDbN7AfTpEr7wXJ5MEO3kFIspBQP0EgyoSLL8RmkTNdBZoCU4SClO9GwMZt9cV55MOIAJCvZxijqBxNEFMGJIjqhpmEmKVOnkATzuuWO+MFeS1J0kpTmsC9iHudqHqyKKmZiPnmw4umD5aDYImVz2jlbO8gzDXuRGiU+2fw+FsebsgvMixcvZrc9fPgwU1NTWfviXN/jQCAwQ23Kh6ZrPHr5JZ7tfZs1tZ18ovMOfvTG42VNbMxA13XU8QjxJvN3O0Pg2tra2LZtWwEp23+ui7YhSIx1k8BUQ37961/T2dnJPm2cqKrw6eVbCp7/xMQgXZND/K+WjYwYo9ljdnRsgDOTo/ztDXfNWGBHUwqfffV56mKmu2TF0sLphACvXb7I5ekp/v3uewu2f+fECTRB4PNpm5zH46Ft2TKef+UtHrz+Rr5005bseTl65izXGAnUsWEEQeC5557D7Wvk+LkLfHzHjTituWvZ3gu9nAgM8b8fvA0BstMHh6fCvHrsAh+5eSMeR+4G7J6TPQxNhvjjh8wakcz0wQshJ3du3og977lfeucMbc11rFnaAsDgyDR7j17mw+9dzmS/Wc79/K+PYbFY+NAHbqG2xjHDWpohzMvbzDXSrl276OvryyplmenxNSVG1OerTaHI8ZKPKUal0wcz/WCrV+dG8tfW1s6YWlqc9wNzCM4zzzxTYF/M5MHWlsiD6bpedYpcZVRJWBrZPFiZatOMPFg5SPeDiUtclHTdisIMUib2KFi6Eih2HVtvEmuP+Y1PuHTkJntJUpYpXK4oDzauouXlwcqBMhJFdYMhlyaEM0hZXMW3ZwzdZsGd1HBfMpWllAgTLrGQlKUtkZKi/cZ5sHLgSveDxWcraRaEHCmra2DaMGgZGcAZCxM3JOpiU9TGzf0JGRKGs6Y0KQsGCVfYdVWcB7sSBFScDh3BqCc5yyQXQ5dJKZ4sKVNTEdyeUVScGGoMtzUCEqiagCa4SpKyq5IHKwNabJqIOMcxKyZlukZjvBtkG6mURm1qEk9m0IcmlSRlmTzYrTuqd/mqqKIYQ0NDv3EerNxtMmTlTPAy37n4DL2xIW5q2Mhnl3wIn60WIGtfjEQiPPXUU0xPTxONRnnjjTcAU1HLn76YT8qulAeLa0m+duoJDkyc44GFW/n88vejKypDQ0PcfHPpzFApDA0NIag6xiz553xS9ijnCC318QVjDe+88w719fV0dXVx+PBhAD7ktNBrP4bQMUlnZydut5snu4/ilC0sUkTG8xS6J84dw2Ox8uCSwil/qq7zhTd+xZmJUf7Y7UOQErjdhe/NMAy+d/QQHbV1vHdprtdrKBwmMT6Oq76ehjwl9LkTp0iqGp/YtDFrLV22chV/c7aPG5Z0Un/5DM3NzUxNTdHd3c2dMoQP7ubpkUBWkfm3l/fQ6q3hg9evYXh4mGQySUdHB0/vPoaBwcdvuabgPT7z9nGavW52bDAJZIa4D0fgz7fnBlMMjE5z7Fw/n3v4pux5fv7VE4iCQEeThelBEa+3kVfffoE7tq+itiZnwy+2lqZSKn/6lb/DVytRV1dXoGJ6vT5WtSaJhoaJRqMFSnEgEMh+zoLRBDUl1LJ8lJw+KAjocywyR0ZGSCQSc37PiqskDhw4wM6dO1m2bBmjo6MFpevX12lMKBJDQ0MFdQXVPNj/GVRJGJBKpa5+HqwUxk3qpZfbD5a2LxoYaNsbiEkgTpvDMZSRCJZ8UubUkZtNUiaOpK56HmzmBgaeMMQ6Kihc1gwsOgwvqiO0wIOUVHEGEziCCVyTETyXZ5KyjAwfu4p5sFJwRmPEBJGUXKbaJAgQizGBhVjzMiKGgU2NY1diaJHpAlIWNiR0Zw0Ji4NaKUXsKufBipHtB0uVT3QkKWVmrFItGEjEkiksYhyLGMNQIwWkLBSTsDq9WIUoSZUK82Ahgpo8ex5sxgY6NdYK+8FQsUowJXuJ2+vMnjLdVMrUVLAEKavBSBPL6l2+KqqYiQyh+j81fTCDQCBAy8JWvtfzU14ZfpdGm5evrv4c1/tKT31zOp1MTk6yfv167r33XiKRSEEXVjEp6+jowOfzEQwGS9qqgkqEr3Q9xvlQH19a+SHuX3gjABd6L2MYxrwsj/am2jkf1x+b4thUL19cdQeh05M4nU4+/elPYxgGz5/Yy38feJNbLb4CUub11TOkBXmws5O+HjOnY7FYGItHeSlwjo+vvAZXUdfl3+x7kzd7L/P1rbcx8KtXs8NR8vGLC2c5PjLEN2+9Ezkvs/WDvXtxGwY35G2j6TpPH+1iS3sbK5ty5/hnx08zHU9w15I2Dl8+w5133om9voH3f+sx3r98Ieu8zoLJmMsN8DY1c+jAAUKhEACNC1r42ZO7uWPDclrrcxbMy0MTHDjXyx88sDWbrfL7/aiGyKKFLaxNK14AP3+jC1EQuGebqRAlkylefOMkN1+/nNGRQRYuXMgbey4QT6R48L5Nc56jWFzB7dDx1C3kE5/4RFYpCwQCnDt/kda6CS6dOcA/nTlAY2MjHR0dNDU1FUwfDEUS1Hrmvib39vbOyINZZQlFnX0u9ny+myMjI9jtdh5++GFEUcz2++06eAxPNECLXeWRRx4pKF3v7u6mtbW1mge7yqiSMHL9YMmhBDaLAI2iqYrNRUgqzYMBwriGJhsYteVvkxyJIdQAaYVOr5dR6mWE5Q5iujErKTMkAduJKFqDjOazYNjnsC/OIw8mT6UQDYHkfPrB0nkwzSYTbnITbnIDDYzOQsoMwO4fwumrI+pxmNmwuayJFebBzH6wCElXTdmWR0lT8QgaqitXuJy0OElanOBqyJGyVAw1PI03NkWtMAUCyIlp6jBISqYaM5d9MVMeXEkebF79YHoIPSFiiOYx07GQ1C0kdfMCGM8jZQ5bBIdkjurVBbBEL2Nx1aHgKugpK0YuD1baAlRyXzL9YBWMpp/RDyaIKJITRXJCbUOWlFnT0xdrU6Z9UTPITheroooqcujp6UGWZd54442sulRTM3ufYiXTBzOIx+MMDQ0xuVTFPxziAwtv42Md9+CQZv8dGxoaKpik53a7WbNmDWvWmCpQNBotyMa8+eab2W1PnjyZ7XxqbW2lPzHOV08+zkhiiq+t+222NeYIR75CVy56/D3EHFBbMzcJe6m/C4B7Fq7nJ7/+YTYPJggCzwUvEurw8ofv/SyCQda+uOf0CTpGNOTjlxjBHFX+4osvcl5UkBWNT64sVI9OjY/wo9PH+J2113JHfQuP5h2z7GNGR/jfb7/OpgUt/NZ7cqS3Lxhkb1cX1wMb0xORAd7ovsxAKMSXb8upg6qu89i+w1zT1oI1FskqJ//06rskEfnd+99La535uQmFwvzP/3wShxqjxdCyQ1gAnvjxT2glzH3r2tA0Lati/mTXCSyyxAdvyp2b892XGIuLfPj9OSIVT6R44a2T7Ni8jGafmRt7fe95QpEED9y+hp2/Os7WrTfx+M+OsWZVKyuXFg6nKEYg0I9FBl+DadHLV8o6lq7ho1/4Pn/02zewwCvg9/s5ceKEeXMfOHjwIBMTE5CYoKZu7rxxKbXJIkuk1NknFgYCAerr6+f8PpbapqOjI6tyZfr9vvzMQYYm3Xz38/fjNOLZ701mMmb+xMYqrg6qJAzzg28AgibAKfOLo0sGiToVZ4uzNCmbRx5MGU2QqtP/f/beO8yt+s7+f90rXbWZ0Wh6t8e9YcDGNsZgwMb0tiSBAAmE1N0k25Pskr5JdrObuqmEDVmylFCNIaYEF4x7wd0e95mxNDOeXqUZlds+3z+upBnZmrFknPx+TzLneXjwo9FVubrS/Zx73ucclEzVJl3gHpDRp7hHHV88m5TZW1Xce4dQXQJncxSH33quiMfEVurGKLJjFKeSsqQfrPAC/GC+C+gHGyXK9RxSpupU7G4BCXJ0E29Lt/U6Jeh22ZGL8hnK86SQsovhB8sEyX4wZRST+khS5ilmSAgKQ23kRQeImDa8qhUmAVaYhHB705IylzF0QX6wQT2bfjBBnscgZvpIf6CdS8piahifowVdcuNWYnhEF9CFbkoMxOwonnNJ2UXxg2UApxkmZkij94OdQ8oEZdFGdNk+7gcbxzjOgmEYNDc3k5uby7Fjx9i/fz8ABQUFKSly+fnDZCOb9EGA1kgXj295FhvgKMvhx/M+w5Tc8489nW/kMScnh9mzZyf9MkNDQ7z88sucOXMGVVWTpEy22+jNU3EXSDx6xT1cVTg75XECgQDVI9IHzwfN0Kn3n6ar0OCOsnPLfxMQQvDmmYPML5yIR7UCFa66ylLfDvW2sq+nma9eehM2SQbJukhUWVnJN/sOkz9hIl/yzWTNmjUUFhZSV1dHLBbjfuAPzzyfkr745OG9eOwK/3jFEo7s3QekKietoSCffONVfC4Xv7r1rmRyoSkEj65dS6lh4HS5KC0tBSwV7LHtu6jx5bNi+nAQxh+OnORMf5Cv3nw9p7e8S1VVFYOqzso9h7njsplJAgawtbGV3T1Rvv/g7dw2bybBYJCf//zn+Hw+mrr6uMSj8+4br7Ft7VtMmDCBiqpqNu8+yE3zZ1Dotc4HAwMDRIZCREQuNywcHp/8w7ajhMIx7rt5mJi9tuYAtdWFFOSaCCHQTDfNZ/r42j8PK6INjZ1UVxXgdKZ+zonjrKLi3It0pikQSOQXFHPNNbOSfr+XXnqJxsbG5GhptUuF/m5++cvWlO/NyJHQdH4wVdfJd46S8iwEgUCAWbPODWAZDcFgkN7eXhYsWHDO39p6LSXyykusUc+EWnr48GFWrVo1PinyR8A4CQM2H90OBTL2ZXmYURN6DKQuA3unmULKYj4dd7kHSiSMziz9YFET55AN26RR/GBpIPUZyEJCL8rwY5IlJNV6RdqVRcRcMragHlfKQuSNQspsHZrlB8u/AD+YkiEJTfSDFWY+vggSHkPQUVVMd3khdk3HE4qQMxgmpz+Et6UH6EkhZYYsX3w/WBp4ImF0Qeb9YJKEPhQmJNkI508lLER8RG4IXe0nPy0pc2OPhTBsXrL1g0XCBcS0zF6azR61+sGMzN+/XbJUzSAVGA4HQ0LDQRhFjuC2B9OSMkVEs/aD6eGBsf1gZyPeD2Zk0w+GiR2NG68fv8o3jnGcjYQfbMWKFcyaNYuOjo7kFfKzSVli0T80ZAX9nG/Rppkar7S8w0tNa6hu9VBsc/Hv1/8zTiWzi3t+v5/i4uKMExtzcnLo7+9n2rRp3HfffQwMBvnNrlUcbzxJeciDr9Fgc+MattvfSY4vVlZW0tramrEfTAjBj3esRNJNrpx5GUtLZ45632MDbZwe7OahS5ecQyhfOr0Pj03hg7WpYSg7OwM0Bnv54eI7CTW0Y7PZ+NjHPsb6lga+tu5V/rZqNq5gmLq6Ovbu3QuAZJe4t7SUppOnqK+vT+m6CsZifOL1V4noGivvfoDSnOFz9HMHD7KzuZlP2mxMGpGk9+TufRzp6OTHd92aHFs0heCJ7buZWlLIkolVbHvR6rr63c4DRDSdTywdXvTrhslja3cwrbyIWy6zyqcHBwfRdR1v9VTePnmUH3z0Rqo8UvJYq6+v50ov2Fr38+yzljeuNzgIwBWXzcap2JP7/6U1+5lRW8pl0y3l6URjB0fr2/nHjy8nEAggyzLb9rSR73Vz/dUWeTvt7+LTn/0tX/jHW7j91tS6g9bWFsJRiaKic8fiRdwyMVLxtdlsdHV1MWXKFO6//350Xeeuz/2E5fMq8HlJGS0tLi5m4sSJVFdX09LSco7apGoGTiX9+S8TP9jZGO3ChW6Yo27T2dmJJEnjfrA/Av7iSZjlBzNgWvxH3yVDlYyoUrDjwoyZ0G2RMlunCUesla0NmVhPDOW4bI0kFtjG9lNl6wcD5C7d8oNlSsIAW7dGzCUw434ww6dg+BSY4iFoimFS1plKygwZPHWD6EUKWpGCcI3xOi/AD2YfiveDZRFN7x6whiOH8qyrQLpiJ1iYR7AwDyaUYdN0cuKkzNMfIr+lB7DGFx2t7RTFChjK8RB1u8ZckGftBwNswSB9KNn1g9k0wsrw+KJqc6Pa3OCz1JgEKdPUfnxqv0XKbBDTQ+TZ2lHxoOHBHONrm/SD6Zn74ez2qNUPZmbRDybH+8Hi+8yUFKLkWz1ljvI4KYuPLyZJmTW+6Aw1Ys/xoUoei5CNtg+FSb5Dy84PJjScNkHfBYwvjl/lG8c4zsXIRZssy1RUVFBRUcFVV12FaZp0dnYmk9eOHz/OgQMHAGtRmij0ra2tTVHKAA71n+Sx+hc5E+lkafF88o5EcVe7MyZgpmnS1NSUDBvIBP39/Uk/WFe0n28df5ojUoAPXX8tfz3lDtRoLGV88d13301ue/LkSWw2W3J8cbSUxGf9W9h/8gizsPORhTeP+XoeO7mBXLuTmyrm8O6BtbjdbkpLS1ENnbfPHGNF1cxzer6eO7WffIeL2ybM5NkNu5J+sGdPHcBZmM9Dt96JXZYxTZP29nae2bqRpsYGirr7WLVqFWAFMLz++uvUTJjAT04epaG/l9/e+QGmFw17u5oHBvjeli0sq6hAO3ky+ftY393DTzZv58ZpU7hj1ozk/V/ZX8eJjm5+9IFbOdPSghCC8qoqvrpyA8tnTWHqiHCt1/cdw9/Vx08/dieyPNxbBfDa4WamVhSx4oo5yLLEnDlzME3Bh7/1JMVOgzsvr07x+wkBObEOtmzZQm1tLS29Gv7WXr7x17ckidFraw/idNi5+brZvPzi7ygtLeeFP5zmvrsX4IiTt9VvHEAIiEZTr16apklPdzt9IZncNDU5ZpyEySPOYyP7wQBiqkFvWKZi4gw+ctsCTNNMqSs4fPhwkjAfOnSISCSSVMpUTcfpSH+sXWj4jdPpPKcfbDBiJWY+tOKKc7bJNrFxHJnjL56ENTc3I4kxyJEzDSmriyEHdBAgH7UUAVMWRHxGXCk7l5RJXdn7waIdYeQ8IAu1iW4VykYhOrJ0Dimzd2vkvRck5gTHmQiuJov4RNwCqcSdlpQl/WAFF+AHy8+mHyyCJkHEk34b4yxS1qbpVBz14zQEblPgbbcW/jrQrSjIhT6Gcs8iZULgCA6iejJXTs7xg2UAh3Yeb9NZpKxdCLxqJ16jl6hmI1fuxyP3AxBWZVC8aUmZg4jlB9Mv3A92fpy/H8wiZQpRvOAoJyxiFHMaXXLhtqt4jPhnY0oMqPa0pOz9+MHUbMYXjfF+sHGMYzQEAoFR+8FkWaa8vJzy8nIWL16MEIL29naefvppFEVJIWU+n4/a2lpKq8vZJtWxaegA5a5ivnXJ55jtnsT3X/5+1umDahpv01hILFqHCuDTu3+Maup8Y85DLCuz1Ca7x8OsWbOS413hcJjVq1dz8uRJTNNMkjK73U5NTU1yoVxVVYXdbmdDex0/P/E2t6qFFBW7zkkfHImdXQ1s7jjJP866Ea/DneKhe7PlCEEtyl01qYEkXZFB1jSf4GMzFiAZJq2trSxdupSGgR62tQX40rxrk8qULMsUlZXycqyPuZfN5tGb76Guro5XX32VgoICjhw5wr59+5gEzMjNpXf/QQ71DVBbW0teXh5fW78eWZL46OTJbIqTMMM0efSttXgUhW/dfEOS5PRHovzwna0smFDF7XNm8M477yDLMmtPdzAQifLpa4dLplVd51frdjKnuozlc4ZHGQOBAA5PLvUtIf77k8PkDGDX8SYaOoM88sgt3BYvaO7u7efHP/kZiqKgxiLJ0VKBzFUT7HjMLpqbm/HmF7Fu6zFWXD0Tl0PmzJkzeAtqMUzBXbdcFv+cY6xdX5f2c+ro6EDXNfoGHTjSkCERjy4caVc5u2phYMhaV+XH0xFlWaaqqoqqqiquvvpqTNNk9erVHDp0iJKSkhRSNk2xoYRi1NXVMXHixKSCCdbx/H79YAn4ct1s/vHnyHWnrh0SiY2JMdlxXFz8xZOwQCCAkICiDBegThlJA81lws2FxGImcreB1KNj74ikJ2XFNtSOLP1ghsAzlh8sDeSQgaJJDGXa9SVLSLr1AxKdV8Rgvh17UEfpUdE6g3hHIWW2/tR+sEww7AfL/JCTe4bocWfeD2baZHJ1k/7CAjrLymjXdTzhMJ5wGHcwRH5HF3SkkjJVseMSgn535qW+5/WDpYFLG8quH0ySsKMT0yVijsnEBNiNKA4pjKr147WnJ2VE+y+6H+xs2CQNh10QzCIsxI71vRiwlaIpHoJCxyHCOOUwLjNEzlmkTMnxIQtrm6wIVdwPpo/mB0sDhxlGld0Z9/+MYxx/KUj0g2WqNkmShMvlIhqNsmzZMhYuXJgcX/QH/NQdO4IeJ2WLcyuZNXkGshLjmDh2wemD2Wxz2n8a2Wnn35teoia3lG9f8jEm5IweyuDxeAiFQtTU1PDxj3+ccDhMU1NTUsEYScpKK8vZRgvzS0px9UWonTv6GKIhTH50dA2Vbh8fmbQ42XW1ePFiIrrGfx/ZyCW+Cq4pm5Ky3Qv1B9CFyQNT5yWT9CZOnMjvTh5AkWXum5b6Ob3RcJzuSJhPzL0CWZYZHLTG9x588EGePn6El7dt5kPl1UxC5ujRo8nRUkduLkYsxt/MnUtXU1NSoXti1x4Otrbz47tupSR3+Pz3g/VbCEVjfP3WZUiSNUJYXFbG4zsOcOdlM7msZji18HdbD9DaF+SbHxwmcYmuq+aYnTk1ZSybm/q+X9x4gMI8DzfOn5a8bd2uYzhtgrmXz+cDd97M0NAQew8c5bcr1zG1zMGmjRvZtHEjkmxjVrlgRpXJ3r17EUKw/1gfC+fVUlVhTVmse+co4bCa9rNKHGf9ofQXwxNjfLYRa7tEP1jCQxcctNZRo/WEybJMT08PVVVW+mJCxfT7/bz45ibc4R5eeeUVAIqKipJjv36/P6Uf7HwYyw8GnEPAAFpaWsb7wf6I+ItfdWw6sg18cjJ98LwQArNLRa5wYgI4ZcwqGaoUwG2Rsh4DqVvH1jlMypzYQEjYjkcxi+2IAhvYRn9OqTdLPxhW1xeAnkXhsr3H8oPpXrvlW8pX0PMVmJxDrxCjkjJDAu+JIGqhk1ihA3Os8cWRfrBM1aZEP1hJ5vHG7qF4P5jHWrQbdjshr5eQ1wvl5XSkI2VxKD1dFBg6EZeHqNM99vhitn4wQAQvoB9MDWHKuVhXCUDHjS7c4CqyPhsjikOKoGp9w6TMDZpmYCpd6LobXXMhxOjH0IX4wRTpAvrBiPeD2a2RR1OyE5W8llLmLic0kpQZw6RMCHAE/dhzfMTk840vCmxaKCs/mCQMFBFj+fXLMn4v4xjHXwrej9qUUHXKy8sZytVY6drGiYo25kqTuJa5DLT2Un+qnsOHDie33b9/PwMDlhrj8/nGfJ5AIEBxcfGYalMCQgj29J5k/8k6enNjXF9+OV+ccS9u+9gTA7FYjLa2NpYutYqBPR4PM2fOZGY8JTBByhpPn2bbsX3UhkBqGkDFihvftGkTtbW1SaUsgdebD3Ai2M735t+L06ZwbMQ++7/6nbRHgvxo4V+ljLh1RgZ54thOlldOZbK3iHW79iHLMiUV5azc9To3T5hOyYiLiUIInjy8l2kFRVxTNTG5z4qKijg1GOKHu7Zx9+w5PHrjbUhNsw5LAAAgAElEQVSShGmadHR0cPTUKVZu28Zkw6Bz3z46sSL+f/fySl5t8HPzpMkpY4g7GptYub+OTy9ZwMyyEmKxGK2trQS9JTjsNr54y9Lkfevbu/n5mu0smz2ZJdOHyXNHRwexWIzAoMxX7luS4q9q6epnS10jn7zlyuTooBCCDdv3Um2HqxZYxDMnJ4f36kOc6vXww29+GrfDIoNPPPs23pwYdQd3k9C6fO4gl0+fQFNTE5WVlfz+9X1UlOfT1j5wzjEQCARwuXOJaek9Uz19FrEt9KX2g41Um1TNusLpdKRfm6mqSmtra7I2QZZlKisrqays5MvP7OXuay/h/utmJMl/QsUEOHXqFK+//npSlR1LFTtbocsEfr8fSZKYMGFCxtuMI3Ocd4UvSVIN8DRQDpjAr4UQP5UkqRB4EagF/MB9Qog+yfr2/BS4DQgDjwgh9sUf62PA1+IP/e9CiKcu7tvJDpqmQZ8BU7JIngua2DQZbbR+MKeMWSlDpYIUJ2W2kzHs9RYZsx2LYkfClAXhfBNXuSctKZO7L8AP1qMRcwpMd+aJjWZXhKB3lH6wdKSsX8O3o4+YQ8LRHiHnjJV4F3aCKHajFjqIFTpTSNn78oPlZu5TSvaDedKTg3SkrLq5BUc0ioLA2zc8vtgrKcg+H+E0pCxbPxhn+8EygF1Y/WBBczSiI40gZYX0CoHH6CXX1k0sIuP2hHC6QgBEIxKSlJuWlF0MP1gmMBP9YM7RxhdHkDJPOSFTo1RvwJCduGw6OXpCKYMBTUlLymwX4AdzmmEkxv1g47gw/DmfH2F40ZaN2hQIBPB4PJSUlDCkR3g28CZvtW7Gq+TyTzMeYlnpwuQiWwhBZ2cnzz33HLquU19fz+HDFinLz89P+snOJmUJ5eR8Cp0hTLZ2Hea5wAaaus6wOJLH/Mvn8vHZ92UUnZ+ut2kkEqRsq/0M66Qhvj79boxDbRw8eBCAjRs3ApZSVl1dzcSJE6moqeYXp9ZzaUE1t1Rektxnbrcb8tz8eud2bqycwcKS1H3+/QPvopoGX52/IrlNdXU1v2s4zIAa5aEZqV1Xu9vPcKSnk+8uvSlJsgKBAHPmzOE3B/aS73Tx3WU3JfdDwu/3o4MH2eB289qDD2IfGOC5557D5/Nx4sRxFpsmnKjj5z8/Y4WWVNfwnS27qS0q4G+vs8bVmpubEUKwt2eQz9+ynJI8iyTrhsmjz79NrtPBNz+0ImX/HzlhRaBXV9ewZGbq+355s9X39cGlw7H0u44EMCNBbAUK5eVWbPxgOMZbW45w41UzKIoTIl3O572TJv/617ez4uqpPPnkk3R19+N2STTWH6Kx/hA2m428HMH8y6ew/p0+THOYbCX2WX5BBdCR9hjo6LbOs2XFiej9c9WmxGOOdsg1NzePqjbFdAOXQ0mSsiVLlmCaJuvWrWPnzp2UlJSkkLLCwsLkd+ZsUjaaH2ws+P3+8X6wPyIyWeHrwBeEEPskScoD9kqStA54BHhHCPFfkiQ9CjwK/CtwKzAt/t+VwK+AK+MnpW8CC7CyE/ZKkrRaCNF3sd9UpmhpaUEywSy5kMLlDLdxykgGltq0ohBdF9h6dGzdOrbO8KikLNp2AX6wrrgfLFMVIGbiCUuYNXlkFKQnSUgmyMDgrCIixS6UkIarL4arLzYqKZMj1j6LZOMHG4igSxA5T8N8CnoG6Ldn3g9m2GzI0Rhhj5fO4iq6DR13LIw7GsY1FEwhZX2SguTzEXM4s/aDOc/nB0u3TaIfLOOSZglZ0jEMMGMTGYqBbFexKxFi6gC53vSkTBMDF90Pds4rE4bVD+bMXNW0oyFL0G8rJurIs5QyM4zTjI8vpiFlkrCOs3E/2Dj+hPizPT/CcPpgJmrTyG0mTpzIxq49PNn4KkFtkNsqlvKR2tvJtad+NyVJIj8/n1AoxNKlS7n++uvp6upKXvE/efJkktAkSNnEiRNxu92oqjoqOTSEyYaO/TzjX0dzuItqdzH3e67CTx23X3Z9xt1lmfSDHewL8Jv6DdxaeTl3Tr6S53Y+R1FREZ/73OeIRCIp44ubNm0CYIkkKKvMZ5NuKWWnT59m4sSJfK9uPapp8KVLbkh5jj1dzaw6fZjPzl7CJG9hUm2ad+Ui/vXgNlbUTOXK8tTkuscP7sLndHHPNGtcrb29nVgshresjDW7t/LpeQvwnBW5vy0Q4NWjR/nclVcyq7SUg21t1h+mzeTFgQP8+3VLmCBbBDDh97sS8OTlseatN6mtrSXQ1IwJ5BeX8JHFw8mOL+w4yPHWLv77oTsozksd5d+y+yBhQ+bR+29O+Wz6BiO8uvUwyy+fSlnBsBfqhfX7KfGYTJk8JXn/1zfVEY5qfHhELP2raw6Q43Gw4pqZ2G3Q29tHU7vMsuXL+dAdlxEIBHjp5Q24nL30dJ1i3qVw7Mganh46nvTGRaNRqr0lQEeKMplAOGpdYM9xWyQlXVhGX8haF+WPclE5oTalSx+0yxLqWT1hsizT399PQUEBDz/8cFLFTKeUFRYWJscXGxsb0/rBRsO4H+yPj/MyCSFEG9AW/3dIkqRjQBVwN3B9/G5PARuxTjJ3A08LK7dzpyRJPkmSKuL3XSeE6AWIn6huAZ6/iO8nKyT6wTL2g2EFbGguE3IyV5u0eD+YLEvgkDAqHBgVDsBDWDWHSVnXMClTkFGdAtvxiFW4XGAfc3wxaz8Y1igigFqURcBGj4oAoj6r/0nzOtC8DkIT80CIUUmZCRQ29RP2uYjku8/rDZO6h+jOwg8mmSZFqk5/YeZJeg5VxYUgGI+mN212hjxehjxeKCxPIWWOoSD5fcPji1Koj3wBUYeHmH3s8cWs/WDEvU36GF1X6RDvB5PifjBTd6LqTiR8DPWJUUmZboCNDjTTjWa6MRn9OS/ED5ZIbFSz7AeDYeJqSnaiNi9RmxeU8hRS5jRD5OrD44v2UBMuTwGq7EGVx74oMe4HG8f7wZ/z+fH9pA+a09w8c2IL0/Mm8s1LPsvUMTq/RqpNkiRRWlpKaWkpixYtQgiRQspOnTqVJGUAx44dQ9O0pFImELzbcYCn/GtpDncxOaeCb8x5iGtLL+WN1a8nvU2ZIpEKN1o/WEiL8I2DL1LhLuBLs+9K7rNLLrEULrfbzYwZM5gxwxrfa+7v5LNvPs5lRgFKVGLTpk1JYqYKg0DPIB+ffRnV7uEkScM0+bc9a6nw5PH5S6xxtYTatDHSg26afGNhKml7t6mRDU2NPLroWtzxiYUEOdg22I8EPDQ3Nfo+oml8bf16an0+/vbKK5PbOJxOHjtwmBumT+Xeq65EkiQWL17MvqYzfO63z3PrhDImeBwpISxCwB1FDo7GwyR0m8Iv1mxnyfSJrJg7NeV595xsQh/so7C0kkllqRc3H399OxFV46/vGCYB/rZe9h5pYEW1waRJk5L76KW1+7lsehUzJ1kqT99AmHd3nOTOFXPxuB00NDQghEkw7OCOGy/F4/FQVlbDlh1h7rl7CR+8Zx5/9w+Pc93SasLhcEoyZmvLKWrLNYID3ehl3pTzhRYfNXTEY+QTfrCRalNHj3WuLS8eJpIjMVb6YHmRl/aeYMptiTL0RIBMutTSkaRspN8vFouxevXqpFo21vjiuB/sj4+sVh6SJNUC84BdQFn8BIQQok2SpMQvWxXQPGKzlvhto91+9nN8BvgM8EefQd10dBsUZOcHM0b6wTJB1MQ1JCNPzEmvNjnkc0iZ/XQM5/EoQgLniTDSCQlTEgzmC5xlOWlJma3nffrBMoTaOYSRM0o/WFpSplK6uwtht+HuHiS/w5qfHlQkjMKctKTMphrkqybR9+EHywSecLwfzJk+YONsUtZj6JT1tOKODGFDkBfugjAYAvpNBTnPFydlLpCG948IDjD4Pv1g54OEgcdjEh0qIL29WDqHlCnOEG5vN1HVhssxgEux5uEjMRnJnpeWlF2IH0yJ+8FUe+Yjj3ok3g/mTL/PziZlg6ZGUbQBbApO2UySMl3ElTKPD1V2o8rDhDnhB1t23fUZv65xjGM0/CnOj/Hn+ZOcI9+PH+ya2Vcyx3UJN5ZfhSyNfcFyLLVpNFK2cuVKBgYGkgtMAE9eDr1eDb9ngLyKAr4ZJ1+J5x+ZPpgJEmpTwg92NoQQ/NeR1+iMBXniyr8m1+6itbWVWCw26j57wr+NNp/g8es/SnVOIdFolI0bN7Jr1y56tAhzgzC06SD/tbUuOb5Yr6ic6GnnJ0vvwWMfVlskWea1vmY+f/nVTMgbHtWM6jr/tv0dpvgK+cTc4ZG4QCCA1+fj1yePcfvUGVTlpS6+f7FzJ00DAzz7oQ/hjJOMQCBAn+LALtn55k3Lk/tO1XW+9sZ63D4fX3jww+Q6HQgh2HG4jjWrViE5nfS2tvBawylrXylOZiO4b8blDAwMJEdLNcPgv19ew3QZblySGhZxNNDOyi2HuP/6y5lcMRxv/+yaPZTlWIFiif28ZW8DbV1B/u6B4XTNNzccRtMN7rnZIpv19Q2YAi6dO5PCAuuc/+YfDmEYJnfdMQ+32013r43Kqjl84K+uIBKJ8Oyzz9LT04Oma0yu1Fj58vPJZMyEuhSLaciyhM0mJ/fZ2WpTe3cQt1PBm2ay53xqU0WxlzNdqV618/WDpSNl27ZtY8OGDZSWlqYtXU+8n5FVEmMpdOO4OMh49S1JUi7wCvCPQojgGD9k6f4gxrg99QYhfg38GmDBggUZdyFni2Q/WJZ+MPtYfrA0kONhGUam2zhkJAECQeS6YiLCioS392jYOodwjCBlQ16Bo9yDUaxg67rIfrB0MATeEAzVZDiaIkkIWcZuQmtNAQOleTjDKp6BKDnBSAopG1Ik9Dgpkw3rY7+YfrB08ITDRLLoBzNtdsxIlF6hMFQ8lX5Tx6lHcGlDKJEg3nNIWT5Rxf1H8IOdCyWuNhlqpvtMQrIZCAGqVEtMk7HpMcvvpfbhtQfPImW5aKYHuzyEmqUfTKhBgubofrBzNxBZ94NJCBQb9NkLCbsKUpUyY1gpM+KkzObJj2837gcbx/vHn+r8CH+6c+SFpA/6/X48Hg8Lay/LmOycT20aCUmSKC4uJhgMMnfuXG6//XZaOlpZuW8NDacb8XXamam54VSU/Qfepa/WGvMrLCxMpg9mipHpg+nwrH8L69oP89lpN3GJryb5/iH9Pjs+0Mbvmw/w8JQlVMfH2V0uF7FYDMlh59XJBo8vvI/qmC2pYGzZsgUhBA9K0Knt4t3aDmus7PRpBtx2yvPy+ezc1Pf0xKHdBIL9PHvbvTjio/kJb1OfNxcJg39ZkkosD3d08MSePXxozhyuihP7RNfVUZuTL912A+V5w+f9X27eRUN3L088eA+5TosYmkLwm3d3MVGCu++6i8tmz6Kzs5Ot+w7y9vbd1Loktr27nm3vrk/WFfhDOkaoG9wwfepwIqJhmnz3+Q0UeXP47J1Lkrd39w/y1vZj3DYzD0Uzk2rT797aQ0WJl2uvsFQ2wzB5bd1B5s2pYXKNdTH3cN0JgkMyH7/viuR9Xn/zAAvm11JTXchAMJKyT1wuF729vcyePZvGNg87Ntfxg6/fkuyRS/j9kGQWTJLYvHkzJSUladMH27qDlBd7034nxvKDAdSU+qhraE+5LdvvZmJ80el08vDDDwOk9PuNVrre0NBAZWUlTmfmlTfjyA4ZMQNJkhSsE8zvhBCr4jd3SJJUEb/KVwF0xm9vAUbS5mqgNX779WfdvvHCX/r7Q8IPJvpN8GtWt5dHGnv8LVs/GCB3Gxg2gZlFP1isPYyWO6w2aWVOtDInzM5F1UzsvRYpkzuHcJyIIJ2IIhBoCrhOhtGLFPQCZez0xWz9YIDSr2ETEC3M/Avp6rMKAMP5lgIRy3ESy3HSV5kPQlikLBjFMxDBNYKUCaCgqx9HTCWc60FznucEnaUfDCFwBgfRsugHkxP9YB7rBGrKdiKOPCKOPMgpZyBJysIokQHyhrqth5ZAig6QJ8nE5Jz4iNzoZDl7Pxg4JEttyqYfLJboB4srdIZwYRguUAoY0ESSlCn2MDIhXIo1EqGb4KUdVXhQ8WCOMTIpCYMcxSBky1zVdIgINim78UWnSO0HG2t80WGEyNW74+8ZqqrSCg7jGEdG+HM8PwI89thj1NbWsmvXLmpra6mpqTmvOT/hB8uUgEWj0ZT0wUyQ8DbV1tays+cYP21cRYerj9uWL+LTU25HG4jgj5ctNzQ0cOjQoeS2DQ0NKIpCbW0tBQUFY75Ov9+PLMtpVYAX/dv5+Ym3WVE+l4cnD6svifTBkV1OYKlmPzz6NvmKm09PS+1Cqz/dSIvL4NaaOSyfaI2XTZ8+HYCvbnudbUcP8dnySwi2d7JlyxY2b94MgGyDR+wltDe3UF1djaIotIQG+OX+ndw2aTrXVNcmnyORPrg7Ap+/blmKCmaYJl9eu5Zij4cvj+hpO3LSCssoKC/ngXnDI6lH2jp4Yttu/urSWVw7dfg5ntmxn6GeLiS7xOxpUy3CXFLC88c76XOW8pMvPMzgQH/yszl67DhqLMost0USNmzYkByRW3cwwNFAB//5idtSYtNfWL8fwzDJkaNUxI+zgyfPcPhUG194eBn2uBq1fW8jbZ1BPv/QdYClag6GekH2MneW9Xu/fUc9Xd0h/v7zVtCJGY+aT/R9jVSbDpxsIjcnJyUZM+H3e+WNzdijHcOkDDh8+HDyGK2urqajJ0RZUfpRxPOlD5YW5DEYiRGJabjj66BAIEBBQcE5Behj4WyFbmS/38jS9ZF+P4Crr7464+cYR/bIJB1RAv4XOCaE+PGIP60GPgb8V/z/vx9x+99KkvQClvF4IH4iWgN8V5KkxOXtm4AvX5y3kT38fj+maaJ3azi6LHIVlVWc1R5EsQ2K7ZCTSsqSfjBPhlf0OcsPlgkMQU5QIjYp/QJUKPI5pEw5EyW3bghTFrhOhZFOWUpZKA8cZZ60pCzpByvMXNFQekf4wTKEqy9GRAHNmeZQG0nKKoZJWcXhViTA0z9IQa81Sz1kk1F9uYRz3QzlpZKyi+EHywTuWNynZE+/TSopK2PANCgIt5MTs8iLV+1GkroxBAQ1O3KOLy0puxh+sPNDkJtjoJo+K1rgHEhJUhY1CgCBYgzidbQhJCeKEcRtiytlqgxKHirnkjIHYaQsCZUjSagyV0IdyX6w9IvEdKSsOObHkJVxP9g4Lhh/rudH0zSZOHEiqqqyefNmtm7dimEYnDlzhgcffDAtKUv4wbIx8Se8TRcy8vhSZBdbDh1lYk4ZP53/eS71TbbuUJJLSUkJCxcuRAhBd3c3q1evpq2tjdbWVk6dskbk8vLykov+dKQskT44UqELahF+fWo9LzXtYFnZHL596X3Y4r/dI9MHz8bmzpO8132aRy+5Da8y/LvW39/P4ECQnio7j116U8o2h3vbeCFwmEfmL+LDV9wIWKR10/Zt7NyyFUVRaDt0lKcPHsFms1FVVcURI0q5avDogmtSHquhsREApbCQT827IuVvzx86xLGuLn5+xx343NZrE0Lw+x27sCHx9btuTwZSqIbBl1evpTDHw1duvj75GE09/fxs/XZu89ipKilNHhcv7zzM8dYufvjR28hxOclxlVFWVsbcy+dz/w+eRTbDLHT0k5ubm+L3i5gyN9bkUWoP09fXh8/nY2AwyivvHmLZ5RMI9tZxVVzVfPaNPXhzXdxx7XCx9co/7KOsOI+li6xesS3b9iNJMH/enORn/Nrr+ygtyeOqxZZ6Fop3eeXmWOubkWrTQOgEXm/q+Sjh97O9G+DEcZ0Xf/YIK1eutLpnhUj6/Ww2G4WGTJFSjt/vp7q6OuWcEwgExkwfLPFZCmR3/yA1ZQUIIQgEAkmfYSYIhUL09PQwf/78tH9PV7q+d+9e3nzzzayU8HFkj0xWH1cDDwGHJUk6EL/tK1gnl5ckSfok0ATcG//bW1jxu/VYEbwfBxBC9EqS9B1gd/x+306YkP+/wNNPP42iKDzxxBMUFxcnf4inixk4mhQgZpGyKg+ixAZFNozOuB8sw6t8xM7jB0sDuU+P94NltgAXipxceA8uLiGoyCh9Ko5eFVvX0KikzN6lYsjCip/PEFrHEKHR/GBpX5zA1hMhVpBhP5gkoTvsuE1BR0UxPaWFOKMqnsEwOYNhPH0hCuIG1ZGkzJSli+4HSwd3NNEPlhk5MGUb6lAEIdkI5UwjJAxLjRFh7HqQ3HSkTPJgU4MIOe8i+sHOhc0ewyaDrmc+vihL1sWKAaos8iJiOAij2MPYRiFlw36wzFMuE34wMx1xTwchkLVBDCXzHjqBVYZ943XXnP/O4xjH6PizPD+2tbXhdDpZvXo1p06doqamJnmO3LRpU5KUtba28sADD1BbW0tfnxXkmC2hOl/64EgYpsGOY3uJuE0ODJ3i05Nv494J16HI6X8rJEmipKSEwcFBpk2bxn333UdPT09yDKuxsTEZiZ8gZRMnTqSyspIzZ84kFTrdNHitZTf/c2o9IS3ChyZcyT/NvB37iFTZkQrdSNT1n+Fr+1cxKbeYeycuTPnb6/t3AHDLpYsocw8rJaYQfGvPWgpdHv5h7rBK6HK52HnGjwF8+JGHmZFfTHNzM36/n7pTJ8np6mYZ8NQvHkt6ympra9l86CADssRXlt+I0za8r/oiEX68bRuLa2q4ddpwEfKrdUcx+nopLC1lemlJ8vZfbd7FiY5ufvnhu8h3W7/pQgi++dp6nJKEUxv2KXUFB/nZ29u4cmoNN186PeV9/+i1TTR19/ODB5ax/e3fs2zZMubOnUtXVxe/fOEt+ttbqfVYARJgJWMOmk6K7INcMy2fvbsscuRv7WXLvgY+ec9i3C5rLdPY3M2ew038zUeWJpWxrTsOgIC7brNGG/2BbvbtD/DJj1+b9HIF4+OI+XGyNVJtCoYi+PLTry9UVceh2HC73fT39zNlyhQeeOABotGopcY2nmb95t3owWaeeuqp5PFeW2v1x7W0tCT7wdKhOB633z0wRE1ZAZ2dnUQikQu6cJHpNpIkEQwGx/vB/gTIJB1xK+nn1QFuOPuGeOrT50d5rCeBJ7N5gX8MaJpGdXU1u3btAqC7u5vu7m727NkDK0khZdPEDJzN1pdbRsYcNJH9KmaxzUpIHGPRJ8fHFzP2g2EVLgsEehYKlT3eD2bE0wTVUhdqqQtmeglrZpyUachdg0lSJhDoNsipH0ItVNAKHGOOL2btBwPsYR2XDr3eLKLp4z+E4VyPpZS5ncTcTvpKCiylbBRSJgBvMIjNMAh7PGjK2D1elh9MytgPBiCHgvSLLPvB7MPeJiHZiNnyiJEHuWUMpiVlgA0i6hA59m5U4UHDhVUMkB7Z+8HA5rD2s5aN70yOWH4wm4LVU+ZCxwUUgiywixgKYRxnkTID8BkdxGQPquQZW+G7AD+YDQ2XzRzvBxvHnxx/judHGF60BQIBVFWloaGBhoYGABwOR1pSJoTANE0OHz5MKBRiwoQJGY0vZuoHaxrq4LtHnqOkbQClJpffXvn3VLiLzrtdf39/0g+W8JQVFxezYMEChBBJUhYIBDh9+nSSlIGl1K3c9AdWx45x3OjmiqJJ/NPMO5jurRh1n438TdnT4+fv3vsdPoeHXy76KMoI0tavRthydD9ldolHrlie8lgvNx5kX/cZvr/4DryO4fNn40AvXWdaKfTlclmZRVynTZvGpClT+GF/CzFvGb9ccD2tzc0EAgG2bt1q+cqAXLsdo+E0jYaguroah8PB97dsYVBV+cayZUmF6MxAkB+ufYebESy9/LLkcx9saeN/tr7HPZfNZsWMYf/Wi+8dYtfpZr60ZC5Nu7cl3/9/vPouUU3n6x+4IUVh3FjXwMrth3lk+RXkmpHkPpMkieZ+ldeP9fHJW67jc3ctSSZjHj1+is76BuYWCvbu2gbAjh07ONocJt8NH1wx/Dpf+cN+HIqNO2+wesU6u0ME+7soKswj32utX179/T4UxcYdtw5vNzhkWSdyc53npA8GQ1EmVqc/1lTdwKHYz+kHc7lczJgxA2deCd/+3VG+9qkbmF7pTh5rmzdvxvo5sAqXbTZbcnxx5PchQcK6+oeA7AlVYhun05nsVMsECYVu3A/2x8Vf5BzOmTNnsNvtyYP5bKQjZddddx1z587FHNRR9lvkSnOayKVOzCI7osSGOIuUyV161n6waEeqH+y8EAKpO4pRkj4mXSjyCFKWR0QzcXRG8R0KYtjAUz9EDmBKEMwFpSwnLSlTBuJ+sIIsRhF7R/jBMoRnIGr1g3nSELdRSFnpqSacpokrNEh+0BpfDEsyqjeXsMdzLim7QD+YVzLo82TRD6ZHx/Q2pSNleXoXuWY/QoBH6iFH7sE0IRS1Y3flpyVlDilyYX6wiJx5YmO8H8y05ZJ+zTlMyiJJUhahkCZM2YFiBPGIuFKmywglLy0pU5J+sMyPGaeZ6gfLdBuBNO4HG8c40uCxxx6joKCAwcHBc/52NilTFIWamhruvfdeCgsL2bFjB9u2bUOWZSorK5NqzNmkLBaL0dbWxjXXjK1Gm8JkVctWnmh4k4IhBxWGnQ/MvyUjAgbDhdPpFq2jkbK3336bhoYGGtuakf1+pgCzPPlMn1xIUD5Dd61CUVHROeOLI/1gWztP8U+7n6fS4+PXix+hzD3swxJC8PV9b5Af1JgwoRZlhJe5Nxrme/vfZWFJDR+YNFxQDPCfu9ZTGTNZOP+SlNtfPH6IE33d/GrFXcyZPIM5cd9SNBrlS88+RfGZdnw5OUlSJssyecXFnOzv5+OzZzMpHlMuhODLb62lSLdmdybHI+Ajmsa//H4NpXm5fPWsMcQfvL2Zq6dOpMYBLXEP3dsHT7C+rp5/uu0aakuGL6j1BIf4t+fXMaOqhM/fvoRVK1dSUFCA1+tF0w3+64UNVBR6+cSti1KSMZ/f0cr+ngJ+88W7eXXli9hsNurr64AKad4AACAASURBVDEiEZZUw1NP/pra2lrKyivZuP0QN14zG5/XOh+8+tZe8nJM5sy2xvcGh2KsXV/H8utn4fMNnzPC4XjfV44z6QdLjOKFBqPk5aW/mKxpBopiG7XYvL3bulBcXVHM9OlVSb9fNBrljTfe4MiRI8iynPT7JZSyxPfG57OO8+5+67vo9/vx+XxZ+8EmTJiQcT+YpmmcOXOGK+NVBeP44+EvkoQl/GBNTU0Z3b+7uxtZlolIKuYtJahDicJlDbMjhtJs/WBpThO5xIlZbJEyrSN7P1juwOh+sHSQBw0cmsRAYWZdX0KRIf5FDM4rRsu14+xTcfaqyN2DKaQslAv20hzUIgUl3g8Wy4aEjeUHGwW2nkF6nPaMxxdVp4LHNBnwFdJVXIpDVfFEhvBEwriDIXwD1g/gSFKm2e0X3Q+WDi49bPWDZUgOhGRDxiSmS4TlqUR0E7sUQZHC2OTgqKSMaP9F9oOdCznRD5ZFebQNA0mCAVs5ms2NnRgOEcahhFH0IB7buaTMblpz+dkQqvP5wUbbZrwfbBzjOBcJP9jIQIuxoGkavb29uN1urrvuOubNm0dLS0ty5C9ByiTJKkVPKGiqqp7XD9YR7eN7x15gf189VxXNZrk8mW1szloFyLQfTJIkXL5c/P3t9OUJ9l+i89GSRVyqF9PSFB/7q6sDIDc3Nzm+OGHCBPx+f7IfbF3rEf5130qm5pXy+OKHKTxr7H1V4CBbTh/jHhXmThv29ggh+Mp7bxHWVb6z8JaUcuAtrac50lhPNTBrynDXVlCN8aM9W1lUUc0tk1LH/t70N9DY10sx8KlPfAKn00lzczOnGhpYt3cvczUN9cABvnfoEFVVVag5ufhPB/irsiK0bj2ZPvijd7bi7+nj/x76IHkuaw1gmCZfWbUGu83Gd+65kTdXvkRlZSXBqMZ3Vm1gbk05H7t22H8mhOCbz68jHFP5z4dvxS7LBAKBpNr0q9e309DWw08+dzdux/CFuV1HAmw92Mjf37uU0iIf4XCYm266if0BnbVrd/IvH1lEsK8rGcKyaBIo4SOsWhWhurqGHTv2MqkcLplj7ee16+qIRjXuuTvVHxUOWxeNPR4nDfX1gEXchRAMhWPketKvfVRNx6HYR1WbEh1f5WcFc7hcLoLBIFVVVXzqU58iGo0mR0sTyZgJUnZ1OTSfOkzj1AL8fn8yHCQTnM8Plg4tLS0YhjE+KfInwF/kCuSpp55CURRisVjG20y9ZAZylQdVlhF5oOfZ0GudIHLQBs1hUtYZQ2lJOMBkFLuC7o9hFNvPUcrORrZ+MAAlHrChZUjCABy9KroMqlcBWSJa4iJa4oIZXkK6ibNPxdGnInUN4mkYIqfBisw3ZPAGQkQLnMR8DoRtjKsqCT+YL3Ofjk0zyNdMYsWZq03usNUPFnF74qTMiep00u8rBCGSpMx9FikD8EQGEUhEnB50+9hjhu5oGCMLPxiAEezPuh/MpoYQci4YEgIbmshFE7lgKyWmG2lJmXCDLWaArRddc2NoTsYaX8zeDwaKfOH9YJrNKkzWcaFLLsIJpSxJyiIppMwU4NU7LaVM9mCMRa4uwA823g82jnGMjvb2dpxO56iTIumQuPpfW1uLw+Fg8uTJTJ5sBWWoqpqWlCVw6tQpDMNgwoQJydEnIQTr2vfys5OvYiL44sz7uK1iES+88ELa9MGxkGlioylM3jizj8ePrmFhj0bBjBJeufYhil2WSnTlQqunrLe3N2V8MUHKwIr9/t91r/Lb/gNcUl7FLxY/lBLEARAY7OU7B95mia0I6E5Z6L56uo61LSf58rzlTPcNe7GEEHx3z0amGwqybKQkNv5i3w76ohG+cdXylPfYNTTEd7Zs5AabQmFhbrKUd+rUqfyuqYnVLhfPPvAAxYZh+eNOn6bt+DFuAEItYVwuFxs2bCDs9PD8rv08dOU8rpo07A96Zsd+9gVa+c8P3kyh20lraytXXXUV//bKeqKqxn/cf3PSkwXw2q4jbDl6mn+55zqmlBfR3t6eTB/ce7KFp9bt4Z5rLuHauZOT2ximyU9e3ERlcT73rZjHyePHACgurWDVb99k4WUzuekGKwFR1w0e+ef/ocwnMWdSSdLvNynOiQ4cOEB//wBvvvUes2aWM2N66khpJGKtpdxuR4ofLBxRrckUd/rzUCSq4XTY0/aDAbR3h7DJEsUFqVaOs/vBXC4X06ZNY1rcmxeLxWhqasLv97Nuy24i3QGeeeYZwBqTTaRJ1tTUjDnOO5YSPBrOl9g4jouHvzgSpus61dXVvPfeexlvU1JSglPYiaXzdkkSIs+WSsqGTJT6KEpAxYzoOA9a44uqQyCXODCKFYwiOyI3lZRdsB/MITA8mY88mt1hgl7S9oMJuzxMyqZbpMzRE6PoQB+6DHmnQ+SfDmEC/TkSttJci5TlOxD24R+fhB+sLz8bP5ilggzlZhGwMRjvB3On2WYUUlbe0YojFkWJDFEWsST+CDK6J5eIy0PEmWN5xUaOloaC9GXlBxP47Fl6m4SG0y4I6aOML6YhZW65F4+tF2FKOD39OKV+TBPCIRnF7k1Lyt6fHyxzsi+0eD+YI32x9zApI+kpK9L9mLKCXQ/hkS3CHDFkhJI7TMoY/hzG/WDjGMfFxUg/WKaora0lHA6nVZvOJmWaptHc3Mxrr72Gqqq899577Ny5M6mUlddU8p4cYLuoZ07RZP519v1UuouS6YMJtSkTDAwM0N/ff96xqgN9fn587A2OB1tZqJUh089Di25NErAEJEmiqKiIoqIirrjiiiQp27BhA0ePHqWtuxOjpYUbkfEEgqzteDM5VlZcXIwuTL64+zXsso1r7WUEXINJtal1KMi39q5lYUkNn5ixKOV51zfXc6yvk2V4KK4qSo51NgX7+W3dXu6bMZdLisuS9xdC8PVN64lqKsWqzsSpwwrZnjNneObAAT56+eUsjo8bTp06lR9u3MpL3SG+t+QK9m/ciNPpZPv27ZimyYeAspYG1q+31BHdncNP1m1j+awp3HX5LBobGzFNkzZNYuPRRv7lzuuYXDp8MfVMzwA/WLWJBVOreeDaecDwcVZSXsmnfvp7qot9fOGD16W879Vb6qhv6eY/P3sHzrja5HK5eG1LA5Goyqc/OJzEufOAn9OtYT5x/50sXzID0zT5/L88SaG7nfw8B36/nyNHjjChChwOF6tWrUp+NoWFhWiatU5T7HJK+mBiTNHjSX/uCw5GmFSZP6ra1NM/RIHXk0JIwVKbEqpzOjidziQpe2F3D4N2uG12Lnv37sVut6eMlo4cXzyblF2IH8zv91NRUTHuB/sT4C+OhLW0tIzpB0uHxGIto4ANSULk2kCWMGyCwRVFyBGBvcfq9jK7ojjPxNUrh0AaQcqi7RfXD5b25cVMcsMwUJXZlURhlxGKjAz0ziwh4nPhDsZw90eRekIppGwgR0IuySVa6MQ+ZL3HIW82frCI5QdzZ07c6BlgwJZhP5gkoTocSLEYEZeXTl8liq7iUsO41SGUcIi8cHzhP4KURRXnBfjBLrzrSs9w5E9gQ0JgGKCGJqAOCuxKFJsjiiSHcIxCymLGQNZ+MMb0g50LCasfbDDTfjBJQkIgy9BvLyEq51ml1SKMUw6nkLKoIWPGSZlNWPOU436wcYzj4uCXv/wlhYWFaf1go6G2tpb58+dn1A+mKApVVVUMDg5yzTXXsHTp0qRSdujUUXbveg+bkFgqeamscHCkdx9DtbXJ6ZVsy6MTry8dDvc38czpzWzsOEqpK59vX3of9qPd7JB3ZJTYmCBluq5jy3Pz0tRBbsibzAN5c5Lji0eOHAEgJycHtcBD2OjmK0tuovmdXUmFTgjBo7vexBAm3198B7YRaooQgp8f2k6tO49YUw8Tl8xO/u0X+3ciSzJfWJjqq3ur4SRrGuv559mX0rtle/L9x3SdL69dS6XXy5dGePH8vX08+d5e7pw7m9qCAvYDH/7wh/nJ9n28d+Qon7l0OuGe7qSKKYBlsp3lBUrSHyhJEo9vP8aCyVV89Jp5ycc2TJOvPvs2kgTffvCmpD3D7/dTUFDAb9btp6MvxP9+8T48rmGiMxiO8fir27lsaiU3LJiW3Ka4tIInNxzi7mWXMrl6+Pyy8q19lBblce0ia1Tz2Ml2jtX3sny+yfz587nhhhv42r89T0fbGW5aUZsSwpKXl4cpPFSU6TQ01KekD4Yjca+YOz0hGQhFyXG6UCPpjzMtHtxxNrJRm4rzc2hs7SEclvH5fPzN3/wNsVgsZXxxJCmrqqpKjv2ePn163A/2/2P8xZGwbP1gYH2xIpKK8GRIjgC9M4KaL8AmY+aCmmtDnegCkUtkyLRIWa+GNIKUCSTMHDsEImhFCmaObezxxaHs/GAAjj7rByWWReGyM9EPlu9E2GXChW7ChW6YXECvbuIaScr8IfL9IQTxVLyOIOF8N2Gva+zxRUBO+MEy9NBJpkmhphH0Za42KZrVD9bltMYXNcWJpjgJ5VhBH4qh4oqFcavhFFIG4NKGMCUbUSUHXR5bFXNm6QeDuE9JlyylJ0OI6ABDugxIICR01YOueoBCQhEzLSkTAjRdwi11o5tuNNPNWOOLsmQpdJn7wYb7wWIX1A9mfTa65ETHSdhWAHYxKikTAvL0HmKyh5gcD/oY47MZ94ONYxzpYZomEyZMSBmxOx/y8/MpKCjISlluampK+sEURaF8QiWvqXtZLRqZMrecj+cvQ+0IEQgE2LVrF9u3b09uGwgEcDqdTJgwAZdr7At2CeUkoTYBhPUYGzuO8mrLexzsC5Bnd/HpqTfw0dqluO0O/vcP/0tVVdV5kx0TMAyDk6cbOO3VuL36Ur59+T0oso1FC6yesr6+Pvx+P/tOHOVUYwOLdDj8yhrAUjt2795NnRRma1sj31l0KxPzUs9nm1pPc6inna/XzqflWFdyPzeHBlh18ggfnX05pZ7hUbeuoSG+sfEd5paUMd+Vw3qGycHPduygsa+Ppz74QXJGvL//eGcTDrudL12/lB0b3sHlcnEiGOa1Iyf5/LVX88D1VoS6qqr86o11bD9wiEWlXg7s3cO+3dZUkZBkJjHIZxZdg6apSRXl/97Zw/7GVv79ozdTVWSFSSS6rgrLa/i/rXV87KYFXDa5MuV9//r3O+gLhfnvf/grJEkiFArR29tL66ATl1NJUcH8LT3sPhTgMw9cg91uXVx89a39lBXKyeOsoyPIzl0tPPDhxdx337XnJGMePXaSGVN1Xn75JQCOHTuGpv0/9s47vK363v+vc3S0ZUveO5az94IASQiEvUeAltI96L4t7W1v94AuCre7peUWCh0UKAmbkISQQMgkO86elry3rb3O+P1xJNmyZUdO+bXPU/x+nvwRW0fS0TnW+b7P5z0SKIId0LJOwlRVwx+IIGlGhBGmTUbJQDwx3Hw9lvTBYpedXUe9eDyd6Qmd2Wxm8uTJTJ6sk87BpGxwMibo5+iGDRvSk7LRzu1xP9i/Fu+6Vcif//xnzGYz0Wg0523SfrBcpWgxFWtIRKuxMcx1JgioDkMmKQurmL1RLGciqDEZ+0H9DmTcqKEVW5CLjDopc2SSsnP1gykpP1iOSHQGCVhBNQ6fnGiSSKTQSmQwKfNFKTvUhSxAYauP4lYfKtBnEdGK8gnnW4jkW1AHkTJDQsGVUOkcgx/MEo4iARFr7l1ftoi+0I+asssXE5KZhJRJyor72zHHw4jxCEVyMqBDFZEtDqKSjajRhiyaMo6N+k/6wXKBgILVphILubL3g2niMFJmsgaw5PWhqAJWUy+CBKoKoYgBg9mZlZSdsx9MI5nkmBvkSD+hkfrBspKyGAUxL4JoGHFSNpSUpfxgyy+5dPhrjGMc73K0t7djsVjOSSkyVs+JmEzSO+pv5CeH/05LpIc7Jyzn4xOvwyRKkBz4JBIJmpubeeWVV/D7/ezfv589e/YgCAIVFRUZ6YtDSZnX68XtdqNoKju7T7GmdT+bOo8QVRJUWgv48vQbuLn6fOySvhBO+XSWLl2a036omsr9256FhMLEujq+s+A2RGHgu1MQBAoLCzHm2fhqx1aEhYX85bz3sHfHTvbt20cwGOTVV18F4INGAybTaXb2ybjdbkpKSojICX6wcwNV9nxq4tCa/MwAHt7/NqIg8Ol5A9JFTdP4xhuvEUzE+flV17HntfXp9MH69nYe2b2b98yaxcWDpolvnDrDm6cb+MZll1DisOP1eqmpqeH+9W9RV1TAZ5YNTERO9/TzpwOnuHrWPL5y5/XE43EaGhp4+umniSgaU4xx1r/yIq+vfonKykochSWs2n6Sq+dN5cbzZ6SfJ5U+uOlEF5MqivjMjZkF3yebunhmwz5WXDqXmUlTV+qc3HPKx8dWLKcgf+B6lIqlv/nKuQD09oV4Y8txrlpaSDwUpqamhr88oXey3XzD/PSxGZyM2fPom7yyZic3XK1LC1taWjh+/DgAF8+FI/VbMQl9uN3udDJmMBxDUTXkqI/aEaZNVrORSCyzKTZ1Tl+ULJw+G4qddkhEiEQio8oXh5KyzZs3s3XrVsxmM1u3bmXLli3p1NLUpGwoKRv3g/1r8a4iYbIsU1NT8875wUaAoUe/65FTwIYgoNoNaJLe3dV3aSliQsPYqxcui90R7G06lRtKyqTu+Nj9YF1hfCP4wbJvoFEQ1AiMQb4oW41IGnS6S/EV5WELRrD5Iwi9Pgpb+iluYRApyyOcb8Ug63rskD13+aJ9ND/YCLCFw0QRSeTibUqSMjkWI6wZCTsnIWlxzHIYsxJGigYoSi78M0iZZD1nP1hQGQPREfRpkxLPkehoInqjGkRlNxFZwGiIIIkRBMGP1ZAkZRqEwgOkzCiGx+wHU1N+sDFIa53GBFHJldvjBQENEaOo0S8VERZdOckX9XnzuB9sHOPIhtRCd6wkbCQ/2Ejwer1UVlXyZPMb/NWznmJTPr9Y8BnmF0we9lij0UhtbS2hUIi5c+dy7bXX0tLSkpZh7dy5k+3btyMIAuXl5enFpdPppK+vj3CtnRvf/Cm98RD5RivXVS7g+soFzHVNGCafHDyhOxtkVeH7B17k6PHDzEPknotXZBCwwbhv/1raIj6evPSjVBeVsxc9iOGeL32Jj635K/62Tu4smEhzczNHjhwBwGazEcizYE74+cblN9C4fTeVlZWYTCbaQwFWHj/EHdNmU+EYuDa/eOIYGz1n+M7Fy5lcUMhzyfTBSCLBf69ZQ4ndzrcuHbgBFZNlfrxhExMLC/jQ+fPTXVeJojI8vR088v4VmJJS/7is8K1n1+GyWvjOTZcBut9P0S8ptFpLefiLH6GjvQ2Px0NDQwNHD+7nIgcIzft59NGO9LHp6OjQzwO/wv999RrMg+R6mqbx4BMbcdjMfPa2ATJ85kwDiiZQUFTMndcOeK9C4RhrNh3miqXTKUgWKr+yvp6ErOC0yxidlQiCgdVr6lm6eAqlpZk+vxQUVSWRMODz+Zg1axY333wzvb29rN+4k02b99Db08Hq1Q2ALi11u904C0tx2WTiWUq6U7CajURjCTRNS59vTU1NqKqa83WoyGmnyKKvkXLdJjVsMJlMfPrTn0aW5Qz54rZt27KSsoaGhnE/2L8Q7yoSlvKDFRQUMHXqVBobG886ERuTHywJQ7feD6Y4c98m3hFCsYNmMqCYQLFLRGtsoDkxhJWspExDQ7EYsDZGiBeaUByjyxeF+Nj8YAAmXxyDBhFX7hMNa7/+mYbzrWgGkZDTTshph5piuhQVWzCKzR9G6PNT2OKjuMWHhk4P8nxBDKpK2G7LmJRlxVj8YKAHcwSDyJbck/REVSZPVPCZCgemMSYzIQrAog0hZcE0KUMAoxrFpvQRF2x6fPpo8sWkFG9MYRlCBFUlGbyRG2JqQPeDoX9mCcVOQrEDxcTDapqUMYiUaRrIqoCDbuLYSGBFG0W+KKDgGIsfDDASxSCOTb6Z7gcTzi5fNCQCFBj0Y6No5OT3GMc43m3weDxEo1FmzZqFx+Ohs7MzXSg7EsbiBwP9Dn1rayvy1Dw2N6zjyrKF3DP1NhzGkW/AdXR0EEsudI1GY3rBCAMelpQMK0XKNHQHa0NzIwsnVnH5rBu4pHq2PmUbZf/FQdOmkdATC/K1PSvZ1dPA+ynFXqiN2Nv0StMhXmo8yBdnXsqCour069TW1vKXk3vYFmjnZ1fexG0T56BpGv39/foi+XA9nR4PFymwfdWLABQVFbFz505e7W9HVVU+O39gSqVqGg/t3sH0ohI+Nm9hetrkdrt5YPNmGvr6+Osdd5A/aFr4xx278Pb18/idt2EyGDieDGN5qaGVy6dO5JLJ7vRj//DGDo63d/P7D96CyzZwrJ5/cxuqBl+8/VrsNms6hOXhtTt4ud7HfSsWY1cjeL1eduzYkZaWKhrcPLMQKeYjGnWmp5hrdhxl/8kWvv3Rq3A5Bl7n0JHjdIdEvvqRKzBKA9f8V984TCSa4PZrdR+aLCu8uPYA58+robvrJBdddBEb3zyK3x/h1ptHjmmXZZU8B2k/WMrv5yqq4bDnEN/+xiewmrX0eebxeAgcPswFyd7q06dPp8/N4uLi9N+DxWJEUbUMb9hYp01FTjtFZgWb3YHLleONSshIbDSZTEyaNIlJk/Q3HI/HM+SLKVIGsGTJkpxfYxz/HN5VJMzj8aBpGlOmTGHGjBmoqkp7e3v6zkA2UvZP+cHG0g8WgOiELLI6QUCxS5mkLKJgbo2SdzKIllDJP6IvLuMSqMVm4oWmJCnL7Nsy9Sb9YGPo+kr5wSLO3Lex9keJSHqH11DopMxGyGnLIGVlJ1oRNI3Crj6Ku/r09EWjAbXASdhhJWy3ZpItVTtHP5iq+8FyhCWuJwlGDdnli8NJWQJntAObEgQ5ikvTt48rAkoq4S8LKTtXP1hQSfrBctsCh0MhoTrJrl8UM0hZX1jFZAjgsHTq8kWxB7vQg6pBMCZhMDuJYyWBLYOUpfxgYwklyfCD5bqNGiauCMjZ9O0jkLLCRBOKYBz3g41jHEOgqioHDx5EEASuu+46QF+Qpq6P2UhZyg82lrCMpqYmNE3jwukLWF6xnMvLFpx1m9ECNgaTMk3TWNWwnb/vfY1JHsgPi9T0GVF2trF154ucqdiZIV+0WofEx3u9Z/WD7e9t5Kt7/oEvHuEHc2/l+NPrqZ0xI+tjOyIB7t23hgWF1Xxmmh6E4ff76evro27OTO498CZXVU9lRZ2e+CgIAgUFBcRMEo8cf4vquRN4bMlN7N+7l+3btxONRlmzZg0C8EGjxPY162hN7s+hcJBTfb384qrrEAUh/Zl1ShJ/27+fjy5YwNJBi/6G3j7+sH0XN86cxsV1tenPWRUN9GgC37x6YGJW39zOI2/tYsXCWSyfPhAhf7Slk/bWFoodDhZNGTg2ns4+Hn1tJ1ctnM5NywekholEgsPHT/LcqpVogoFodxNPPfVUWlpaWVXN3zaeYLa7hJsvHkjBPNHQjBwPU1xazaLZEwY9n8JTL+9i7vQqZkzWZYubd5yiqzvAR++Yzd5dx6mtreXnv95O7YQiFswfmfTIsoozTwUyC5fTwRw2MwUue0Yy5t76U/z1iacpytPo6urizJkz+mOTk7La2lpENQpoRGKJNAnzer1jmjZNrCyk0KJgtOe+3gkGg3R3dzN//vysv89Gynbt2sXrr78+pr/ncfxzeFetRFJ+sMcee4zq6ur0F/cFF1zAkiVL0DSNtra2DFI2efZUDFV2Yu+EH2wESP0yBlXIzdslCCg2CS0Z+919USmaIGDpi2HujWHoiZDfnpQvDiFlpp6Y7gdzjsEP1jGyHywrNA2pN0Lcmdu0STOIRG1mLKpGZ1kxPSWF2EIRbKEwQr+Pws5eijv1KVmf0YBakE/YYUOFd9YPNgKssRCKBnFDDpNAQS8MjoZjqKKBgGUyBhL6NEYIIyYCuAwBYCgps2KI+9HEvHfOD5YFBmMMgwHCiVwln2L6EIYMtQQ0I0ZN7ykDH1Z6sAskSZkhScpsGEl+Zu+UHywbxtoPJggoSBiQueLS3Pwe4xjHuwkpP9iqVatoampKLyLdbne6UDcSiaSnAB6PJy1BPBc/2FUzl+QcfuHxeCgsLBy1H6w13MePDj3L7t4zXFA7meoWPxVTy7njjjsy5Iu7du1ix44dABnyxfLyclpbW0ecAmiaxlOet/nZ4bVUWF08cfGHyA9rHEhOm4YioSr8z64XiKsyD5x/M1LSL5QiR3/vPY3daOJHi67NmCKqmsZXtq4mpij8+tKbKXUWYTAYEEWRL37xizy4dQOb6vfzkYpJtLW1cfSo3p0lGwxcZ5Yo6/PT0dFBQ0MDTpeL72/ZwuTCwow0RE3T+P66DVgkiW9dPkC2jp48Sasq8NnLLmJCoT5xSSgK33t+PaV5dr5x/cBjFVXlvpWvMc2gcP6cWRnP/aNnNmAxSfzPikzvrSRJ/GXDAVwCLF1+GZcuuSCjQ2737l3MyNMQ8PHoo4+kj81jz27GCtx5U+bzrdl0mI7uAF//zNXpnz37yl4qypzYzDEEQSAcMXLiZDtf+sLVo05rFUUhL0/G5XJlTJsGIuozCZMgCNjsDsySRlFJJZ/7zCfSISypDrlUMubldQIvvfgC06dOpqqqakx+MABRiWI2aPjk3C0BZ0sGHQqTyUQ8Hh/3g/2L8a4hYYP9YLIsp//oQf9iGNyzMJiUCZqAHFMxtMVRikboPBqEMfnBkpB6EmhoxAvGFrARNYFs06ddIZtEqMquBzxEFJ2U9cUxdIfTpExFQ5YE7E1hYoUm5CGTsmFI+cEqc5cvGiMyVlmjbyzR9AF9WhRy2NBEkVCenVCeHcpL6FJVrOEI9mAY+n0UdfZR3NlH6l6sLRxEEyBisZ1VlmiLhIki5OYHS0II+unXjDCC1n8YNA2nKUFULEgu/E1EBBMRXCBq9M/jtAAAIABJREFUQ0hZME3KkCChxrGIfSRUGwomRptwGYXI2PxggMGoT3llJfdjIxmS/WCi/n7i2IlrdjCVENVUjFoEU5qU9WIXepPyRchTu4kLOskcNaBkrH4wBvrB+sc0OYuM+8HGMY4RkLoeer1eAoEABw4c4MCBA4A+8UpdH91uN9OnTwf066qiKDQ0NKBpGmVlZWeNwvZ4PGNKH0ylGc+cOTP77zWV55p28tvjaxGAb866lcvypvLrV3/N4gsvQpIkamtrqa2t5dJLL0WW5Qz54u7du9OkDKC7u5tjx45RW1ubnpSF5Rj31b/EmpaDXFo2jR8vuI18o5XtR/Swh6HfKZqm8cP9a9nR5eGB82/GnVeUsf+CUWJXtJvfLruNEmtmie+jh3eytc3L/YuvYZJT3y6VpNcvx/l7w3GunTOXD15+AwD9/f1srj/AP7ZtYToi69etY33yuRSTicJolK/fdBPmQdP/lw4fY7u3iXuvvpwSh34js7O3l0gggGwv4O4l56Uf+7ft+zjR0c1v3n8TeZYBIvLk1v10trcxwwrTpgx4+V7edYRdJ5v47p1XUJyfeZP02c31NDV6ceXDovmzMRqN1NXVUVdXx8HTrfzx/qe5adEEFk8typCWWpLa0mbvaSRBoba2Fslo4m/Pv830SWVcME///E81dFJ/pJnPfWw5jY2HqKys5OXVB7HbzVx95SxGQzyuYLclhh3LUDiOJImYstyIDgSC2C0aRSXl6RCWwsJCFi5cmE7GXL1hO5t37Ke9rZUzp06kt21qamLnzp24kyEsoxHEVGff6a5cb+3r55nJZKKiouLsDx70OhUVFWdNHR3HO4d3DQlraWkZsR9sMCnbtGkTkiRRVVXFkiVLmDZtGmJXHEuXXqTsN0Sx1bpQiqWspOxc/GCxtB9sbP1gcnGWfrDkpCxNyijAEJGxdkYoOO5H0KDgmA/QJ2VyoYVYoYlYoXkYKftn/WC5wuZP9YMN30YTRcIOO2GHTsq6k6SspKEFk6aS7+unwNePBvSLElp+PmGrjYh1CCnTNEyBILIlbwx+MIU8QcFvyT2x0aSO0g82AilzqN3YND+aGschdYIB4rKAJjpIaNaspMwohP8JP1iu52ayH0xygJbtMxNJYCcxiJSZtCBOoRVFE7GpvTiSpCyQkBDN+VlJ2bn4wUyD/WA5wqzp/WDjfrBxjGM4fve731FUVEQgEBj2O5/PR319PfX19QDk5+fjdru5/vrrEUWR1157DdAnZfPnz08TtqGkLOUHyzV9EMjwNg1FS7iXHx96Tp9+FU3m27NXUGEtSL/PbNsMJmVAmpRt3LiRxsZGTp06xbFjxwB9UmYscfKW0sJhyc8XZ1/JxydfnA7g8Hq96fTB9D4qMj/Yv5aVnn18atoSVtTOy3j9o6dP0mhSuLluHtdPyJQxHurp4H/3vcU1E6byvin6dqnExsWLF/O1TWtRNY0vLByQ+LlcLl6LBKgvzOcPH/0USjjCgQMHePPNN0kkEpyvaWxYuZJtViu1tbWUVVXx2537mFdRxl0L5qaf57HXNgLw/ssuwZQkbC19fh7asJ3Lpk/kihmT0o/1dvXx6zVbubzMgRCIpD10vcEwP3/hLebXVXDbRXMy9s3T3ssvVr3F8nIzLrs1w0MXjSW499F1FBfk8cUP34Qj2ckVjcX4zPf+RI21G4fFkjHFtDlcOIQgNy5bSiwWw2Kx8PzqfZhNElcvn85Dv1vLvPkLefrZI6y4ZSFWq076N75+mFg0wXU3Zsr0wmE/RoM2TIoXjSWwmI1ZSVJHewsAJaXDiU6KlNVOnMZDLx7ny59/P+UFZtauXcuJEyfw+XysWbNG3xebLWPyPJSUeTweRKOFE03+9Ps5G7xe75j6wWRZprm5mQsuuODsDx7HO4Z3DQlL+cFy6QeTZRmv18uiRYvw+/385je/SZffzblqEeKZCMYzYlZSJndGiOePzQ+WN5IfbAQYQgrmBIRy9HYpVgnFoh/qznllyGYD1v4olr4YUm+Igk6dOKVIWTxJysw9Md0P5npn/GAj7k9vgB5Tbv1gmigSttkwayqB/AK6C0qxxCLYomE0fz8F/b0U9veiAT5RQk2SMlmSdD/YGKSIlrjubcrqBxsB5lSEvZADCU2SMgGddAXkSYiKjFGM6LHwShCHMQAGvddLFe0kNBsJ1YYa7X+H/WDDIQoJzEaNQM5hIfr7EQQImarxYcFIBJMWRtN8I5IyKeWbG2MoR1zV5Z+5wqSGiQuWcT/YOMYxBKqqUltbm3M/mN/vx+v1YrFYWLNmDUePHk0vIMPhcDraOxqN4vV6+cIXvoDb7SYQCOScPphC6sZphk9HjvHXhrf4e8NmDILIN2fdyq3Vi9ILV0+WfrCRkCJlqqpSXV3NRz7yEVpaWnjz8G4OnzqB+VAbdZpAHSJyxxFeOx2mtraWCRMm4E2mD6bQEurnCztWcai/jc9MW8qXZl2W8Vp7Gs8Q9QdhgoufXHD9sPfy/bfXU2i28dPFAxLFVJLeSWTebGrgB0uvYKJr4MZgk9/Hq6dOcPf888gzmcFkTnuN6isq+Ovtt9M8KIDh2LFjLANM8RArn3lGL4zOd3Hk+AkmigauGETMfrL6DQC+dcNl6fejqhrfXfkaJsnAJIeEIW+g6+r+VW8Qiib47p1XpkuZQZc0fufPazGbDOQbwrjd0zP2+/fPbaWxo4+HvnpHmoABbNpzhob2MHUTNZYtu5hFixbR0tJCQ0MDaza8zYRimfo9m6jfs4nS0jJOHu9j+UVuOtqbUVWVpuY4qqqmAzkikTi/+cVaqmsKh5GweKwPo3U4cR+N9HR1tiErUFhUkvX3AFazfo2KxmUKCsqJRqNUVlZy9913p0NYUvLFwcmYqb+n2tpaPB4PJWWVKKe6ON7UxbzJlSO+HpzdD5YN4/1g/x68a1Yjjz/++Jj7wdxuN2fOnEmTMq/Xy6ZNmzAYDGlSNvfqTFImIGI0SUTbY8iFxrNOt8bkB0vinAI2+nQ/WDTfBKJAwOogUOEAipAisk7K+nVS5kqSMhUNWRTI6wgRcVmI20cvwR3wg9lznjbp/WAKnWW5J+lZIxHdD2bR5YsRq133hhWU0KeqI5IyAEsighKViJpsqOLo8sUx+cGSUAP9BEUDWq4LfU1DTPWDIaJqJmKKiZjiBDTCamIIKQuCATQJVEUijh8lbkFVjIxGyMbuB9OliDC2fjCTEEZRISFaQBB1+aJgB1sJEU3FNAIpUzRwKL3EBBtx8ezyxTH5wUj1g0VZfumlZ3/wOMbxLkNHR8eY+8FSpMjr9eL3+zl48CAHDx4E9EnZYPlialImyzIGg4HW1lasVivl5eVnvVPv9XopLCwkPz8fVVNZ23qAh06soyvm5+qKuXxh6rWUWTOlzKn0wVwTG+PxOK2trSxevJg3Oo/ziGcTx5R2qmYV8PG6KzhPLKG5sQmv18uePXt4++2309v6/X6OHj1Km1XjGwdfRVZV/rD4vVxROS3jNboiQe7f8DxzgHuW34BVylzY++JR9nW38l9zF1NgGfieTiXp/bbhMJdPmMiHZmYGmTy2fw8GQeBj8waS//YdPUpAEPjghRdSVFhIUWEh8+bNY3dTC5944mne465mps2SJmUAEwGbxZaWyB3sCfDGsTN85ZplVBUMTPqe3LafvQ2t/PCOyzn02ktpb9Pr+0/y2r4T/NcNS5hcMXA91zSNB55+gyPeDu69cyn7Nq3JWOjvOdbE06/v5T2Xz+OCmQNeJFXV+POLO5lebQVCuAclY55ujbL1mMR999zM5Bqb7ifbc4jywjhy6ATPPKPL/o4dPc6SC0spLNCv4RvWHyIYjCJl87hrQTSMw9IH/YEIeXnZ1wC93e30hQyYjCPfdLYmb4BHYol0kueFF16YDmEpKChgwYIFGcmYKd9lyu8H4IgFcefF2XfoBHMnVeQkX8wmk/3wD/7OikvnctvyuRm/G2ti4zjeGbwrSJgsy1RXV7N79+6ctykuLsbhcGS9KCmKQmNjI42Njbz11ltpUrZo0SLmzJmD2J/AsVuXL4btYCixIhcZkYuGk7Jz9YPFjCCPoR9M6wrRZxeyTptkqzSMlFn6opQc6wWg5FQfAHEDxAusRFyWrKRswA82ht6uQX6wXGEP6dOmsGX4NiORspKeDozxGLawj7yID00DPwY0h5OoyZaVlP1TfrAcYUCfNgWzkiMhCymTsRj6sEr9qGoCa75+jOQ4aKoNOW7JSsrOxQ9mzPCD5QYl4ScwUj9YNlKmhXFpzciagE0ePCkzIFqdWUnZuB9sHON4ZzHYD5Yr3G43kUgk3fk0GENJWV5eHm63m2uuuQaz2czGjRvZuHEjZrM5LQ1MhWMMJmWqqqanTQf7G/nl0dUc8jUxI7+K++ffxdyC4SluqfTBRYsW5bwv3sZGVFXlr/569u95i1p7ET+cv4Lrq+ZiTF4XJrrrAP3639LSwubNmzl16hRer5fTp08DcJlNYuHUmVT6VMKuMDab/h0VU2Q+t/k5bL4IRpOJWbUTh72Hne1NqJrG4vLMffJ6vaj5DjSDyIOXZoZ49Ecj/OPIQW6eOoPyZF+Ypmm0tbTQbzZz2yAfXTAW52ur11HocvHl21dgT3rynty2k6fWb+R8YqBprFu3DoAEAtfYrEw3xGlra6OsrIzmXj+/enULy6bXMbfYQX2y66qjP8CPntnAjOpSPnrF+Rnv/4kNe3luy0E+ds0iyqz67dAUge/zh/n+o2upKXXxhfdckrHdm7tP0tDSw0eXl9LfHaC8XE8/VFWNv6zagbu6kMuXzkAUBWpra/nTyjPYrPl86wuX8vzzzxMMhigsiCGKTTz44IOUl5dz8niAwmIV45BLmqZpmE0xjMYihsIfiOLMG37dDAaDhIJ++kJGjNLIa4TUFC0aS6SnTdnSB4eSMtD9fhs3buTgwYNEoxFmF8bwHtjE/57YmSFfLC0tHSZfzOYHO9PawzFvJ1KW+h+Px0N5efm4H+xfjHcFCWtpacFoNI7pLl9qsZbLNilSNmvWLGRUeq4sx+iXMfXGkbsCWBojWDz6Ijhk1zJIWawjhHoufrCiLH6wESDGFfIj0DMxe0nhUMhWCTkmIQKt08qI2s3Y/BFsvijGviAl3ckJiQHirgFSZvEn/WBZvrBGgi2g+8Gi1tz/8LVuHz7RgGo4++mriSIRiw3iCaKWfLrzKjAlIlgSYdSgD1ewF1dy4T+YlMUlc9IPljuhGtUPNtI2yWh2Wc3lMxNQNf0LXVUh2j2BmEHBYIoimaNoYghrfvL5EqApSVKWsBBT/e+wHyzbu0v2g4k5TjUFva9MFCBkqiAmODBqEcxaGDXuwzECKRM1fRJ8Ln6wqqqqnLcZxzjeLfjtb39LcXFxVj/YSHC73Xi93rP2iAEEAgGOHz/OihUruOSSS7jgggvSPmyv18uJE/rkwmw2M2HChPQETdM0otEoewwd/GjHwxSb8/jenDu4vnL+iMXIY0mFk1WFNS0HWf3WOsrQCOZL3D/9Dq6tmo1hhOc3GAxMmDABg8GA0+Xi2Hml1Dec5FKpjBkJC6cPH+XYft2TVlpaitvt5s1oF4cCTXxEs1Lrrsw6/dve3ohJNLCgZEBqlvKDtRQ4WFReRfGQNOCnDtcTkWXunj8QpLHz+HEMisL0mTMzwjju37iJ5n4ff//Ae9IErDcU5tdb97CguAi6W/ngBz+I3W7noZfWcubUaeZYJF5fr8d8WCwWelSJyZLGf10yJz05qaiq4vN/fImYLPPTD1+HcZAX+5UdR/jVc29x1cIpfP7mpaxc+Uw6fTCWkPmf371EfyDMH79xJ9ZBkj9N0/jzi29TU+5CjvZneJu27j7N6cZuvvfF69OSx/2HmvA29fDNe66jsrKSYDCIP+igo9PGvd+9msZGL4cOHcfmCDFrHmhaAw8//HD6PLNarUiShsMx/NrlD0Sprhy+DkidZ70hA8ZR0qNT+xWJJvB4WsY0bXK5XCiKgtPp5Etf+hJf+/VKejrbuXn+hIxJmTXp90vtT0NDQ1Y/2J5jzQCcNz2zB2/cD/bvw7uChKX8YGO9y5dqj88V0y6aT7cQQZBEEoUmXWI42UFM1TD6Eph6hpMyDZDzjJjbo8QLTWclY4Zw0g9WOBYpor5ojY4hYMPSp6fwhPMtqEYDfkse/tI8oAQpKqdJmdQXpKRHJ2WKoP9z9IcIqRox2+gFxQCGHt0PpuVoHkXVKJITBPLH0A8mJ7AIKj1GG5ogEjPZiZnsYC8hqKmYElEsidAwUiYIICkxLIkAccmGOppEjjH6wVLbaMl+MC33aZMW9RFK+sE0RUKOOJAjDqCYuEFOkzJVGCBlmgaqJqEl+pEVa/L1Rj42Y/eDgZHIufeDCfqxiQt24tjBUUJYUzGNQMpUwKb0E9PsZ5cvMuAHM44iGxnHON6NSPnBUnHauSA/P5/CwkJ27tyZ8zY1NTWIoojb7SYvL485c+YwZ44e3hAIBDJkWCdPngRASN6x97Q184FZ5/OJ867DYRr9+zUXP5imabzZcYxfHV1PQ7Cba31m8kuLWHXF50ckd0O3b/B4aMyHtzrP8M3F1/HBSecjCAKKotDa2pren517dmNTVN4HxAgScUY4cuQItbW12O0DpGp7eyPnl1ZjGXRzsblZ9zYd1mJ8qDJz4a6oKk8cOsCS6glMLx7wJL20Ywcm4L2Dwk+2NHh55sAhPnnh+SyqGQgmevD1zYRicZa5S2gK9FBeXs7xjm6eOtnGbQsX8dVbr8Lv9+PxeNjw9l7U5iZmGFRWPfkEgiBgNpv57RPP4Wls53sfuAF32YBXbdXmen7y5AYWTavhvo9ciyDoU71p06bp6ZGPv8aBU63c/9kbmVlXnrFvT766hxPeLr7+kUuo37aahQsXpj/3x1dtp6rcxRVLB3xlL7y6nzyHhcsvnpaeNp1uCPP+911MXZ2bujo3b7zWxeGDAYpLJcorjNhstmHSUlX1p/2NqSlmOBLHZh1+ffZ4PIgGiUBExGQaeSntSEbb+4JRujrHlj6oaXo59JQpUwCYObmWhw408fMrruYWh3WYfDElLQUQRZEdO3akA3IEQWDf8WbKi/KoLM68IT/uB/v34V1Bwh577DGsVus5+cFyhc1mw6WZCUwpIjz0l6JAosBEoiCTlFmaI9iaIxiCMq59/QAEbSCW2PRurwITmjnzgmDq+Sf9YDlC6QrgswhZ+8Fki5RJymIytv4Ipae60IDyxm4A4iLE8u2E8q2E861EbeYMUibKCs6EQtc5+sFy3iYaAiBqzCJfFERiJhsxkw3sJQQ0FXMiSkGoE3MigkUOYFcCaBoEFQNY84kZ7MSykLJz94PZyTVgQ0DBateIB/Kz5msMJWUJv4zRGsSc70OVFezmLgBkWUDFRkKxIqs2FDWTlJ2rH0zVIDGGfrBEpJ+QwYBqzPKZZSNlagSX3ISKgE3pw6H26cdGNiBY8pPyRVsGKUv5wS695JLhrzGOcbzLcS5+sLEoRQZvoyhKOklvMIaSspOdTfxu23NYjvZiVUUmtoj0txzkt28ez5AvVlRUDLvb7/V69ZLcEW7snfB38OODL7Ovt5FaexEPzr2dXftfYt6cGTkRMIB/HNhCPBaj22HliUs/wMKigX0yGAzU1NRQU1ND2F3K9wUvt7gmsjhs4siRI7S1tbFy5UoASkpKcLvdFFdW0tDdwfXnZX5HeTweEAQ6jSKLh5CwN70NtAYCfHvp8vTP+iMROltbqTKbmTCIhD609W0q8/O4Z9lAquLbniaeP3CEz1x8AX1H9lFbW4sG3PfiBpxWC1++ehmgE+6Cqgk82bCJhXWz+O57r6ChoYEXX3yRhKKitJ3mciccWP8i/Sf2U1tby7GuKL9bu5+LZ0/kwU/eiMUk0dHRQSQSoba2lkde3M66Hcf43O0Xc+WiqRn7taPew0NPb+ayRVOYUmGhnoHz7c0dJzh+poNvfPaatKSuuzfIWztOcvuNCzGbBxRPsaiZa67SC5872n1s23qC9961mG2bjyOJpXz4w7chyzKtra288MKLdHf3Egx08MwzzwBQVlamkzFjCJNx+LTX6/VizytCI4hJGvkmYL7dQr7dTGNbN3Lb2KZNXV1dhMPhtHxx9kSdrB5paGfJnDpcLhfz589PB3D09/ezbds2du3aRTQaTUtLLRYLtbW1tHpaOK/OPex1xv1g/z78x5OwVD/YO+UHGwmpP5KcAjaSpMzUE0cD2i4pR4rImHvjqF1+nE1hbF6dygWtIJbaiBfohcvGd9gPlhWqRmFIxV+eo3zRLBHJtyBp0FpXStBpwxaIYPdHkPqDlPfrJCguQrdVQixyEc63YowmEIDwO+QHGwm2SJiYlmM/WJKUJXrihDWJiGMiJi2KWQ0jJ3w4433kCX3DSZnBSr4xQcwwtq4r3Q+W+75I4tj6wTRFIkWuQjE3QkxDMkSQpAiaGsBu1o/NUFJmFMMkxuoHi/vwaxLYc5fW5psSxHLtBxNEFNGIJEK/oZSw6NQnZWoYJeEjX+7DIQwnZYKmjfvBxjGOEZC6zo2VUI3kBxttm9bW1lH7wTRN44XmXfzq2KuIdoErBDNz58/msssuS9/t93q96UmZyWTKkC/a7XZ6e3s5//zzhz23oqn85fRWHjq+EYdk4TtzbmLFhIU0Nnh4O+ltOhviqsJP69ez6+2dnA88cO0HmViUPanucG87/73tJeYWV/GTK97L+jVrMZvNfOUrX6GjoyMtx9y/fz+JXbu4C4gHd7G6uS+9Px6PBzXPjsUsMbs4c7L390MHKLXZuapuIDp+1eHDlCQSTJw+MCU62tHF7uYWvnHZJWl5YkyW+f7qDdQUOPnQgpk8tPl1Fi5cyMrdB6lvbuend1yLy6ZfY1RV43sr1yOKIve+5yqczrx0JP+ugAVnYRVfvmouzU1NGdLSmytEprjC7N2t+5dSydSeXplHXtrBjUtn8dHrM317Te19fPd3q6mrLuK7n76Gja+/htlspry8HE9zDz/5/TqmTSzj2ksGvG6vvFaPoqjccp1ORE6fPkMwJLJ8+UwcDn0fXnp+DwA33bqQTW8cScsHJUmipqaGSCRMV7fIrStuYcY0Z/o827t3LxMrZMI9u/nDHxrTx6WoqIju7m5Kq2cAwVHliIIgMKGikPa2NgrGOG0aKq2d7i5DEOBwkoQNhcvlQtM0TCYT99xzD8FgMH2enTp9hon2IHQd4sEHT2XIF8f9YP8+/MeTsJQfzGKxUFlZSXt7O6qqjrrNudzlq62tRUYl4cxd7hTvDKLZQDUbiJsNxF1mmJhHSNUw+eNZSZmKhmKTsHZEiRWYUM2jkzExoZIXgd663AgVgMUfR9Ig7ByDt8unT07CeVZksxG/2Yi/OB8oQ4ol0qQsrz9IXnJSpqDLMa2hMKogErWazypfHIsfTN9Awxgcez+Yw6AQMBYnpzH6dIX84mSYxHBSpm8IspbArAaS8rqzSOTG5AfTYRQjej9YPPdJaDTVD6ZJaEBcNhKX9WMTSyR0UmaIoGkDpEyX/ElYtT4S2JAxM9q0TkDBYRqDHwy9H0wSwX+O8sX0pEwcLF+MYtLCKPF+nINImQrj/WDjGEcW/OY3v0lPlzweD8Fg8KzbjMUPBjpZqqys5NJR0km7o35+dOg5tnWfYFHRJD5bcgnPbnsyLV+cPXs2s2frk43U4jJFzF5//XWAdP1Ef38/zc3N6UnZ1q5T/P74Rg71t3BlxUy+M+cmCs26FDDXKUBYjvP57SvZ2nmGDwkF5BdoTCzNTsCicoJPvbUKl9nC/11yBxbJmE5sNBqNVFdXU11dzcUXX4yiKPzg9RepP3mc21xFHDhwIOOmsd9o4MryGmKRCFJSvtjk9/Gmt4EvLLoo7cFSNY2Xdu/mPGDeIBL2yNu7MUsGbp+rlxXHZZn/euZlGnr6ePT9K2hv0buunCVl/PIf67hwYg03zRvY/pkd9ew63cy9d1xJhUsP/zh95oxeA4OR33/8FqqKnCyYP5/1e07w/cde5rLppVxQ66SpsZFTp3TCLIoiosHAM69s4KKp5XzjQ5dnhEmEInG+/quXEESBB798MzaLKd11FYrE+cYDL2A2Sdz/tVvSpCcUjrHq5T1cdP5EaioLSCQStLa20tsv8MlP6uEWsViCV1fvZ+myaZSVOUkklAzS1NXVRTQapd8vYTEbmTBhQvpcUBSF2z/yc5YtKsfhENi3b1+GBDcc6KM0XyaRiMMoqpEJ5QW0NBym0D62aZPX68XpdKYTGx1WM3WVRRw50z7qNmnPotPJvHnzmDdvHis37uc3T73ODz68lEBfFx6PJ10lAbB48eIRn3Mc///wH0/CUn6wBQsWsGDBAmKxWDpu3uPx0NbWNoyU1dbWjtkPNn1x0g82hn4wZwDC1Vn6wUSBuMs8jJRZOyLke0NoEYXiev29BSxAiZ1YgTkrKTP3xRCA6Bjki5ZU4bIz97siNl+UiEEgbhlOQoeRsriMzR+m5EwnBk2jrL0b6CYuCHSbJMRCF2G7fTgp087ND2ZN+sFyhTmh94NlLQ8eRso0TFqEPLkbixrGqIYoRCcyobgBkl1YMcGKJmT+uZnOyQ/Wn/aD5bgFjjyFhOIEefhvVc2YQcqiiQQmKYjN0o0qK+RJnQAkFL2nLK7ZspKylB8sMQY/XAahyhFmNUxcEZCHxlvBwLHBBnkDhNklt6IgjfvBxjGOIVCTEyCj0cgdd9wBQHd3d0ZoxtCwjnP1gxkMhhGnAOvb6nngyIvEFJmvzLiR90y4iJ1v68+fbRuHwzGMlHm9Xt588016enrYuXMnO3fuRDRK+PJEPJYoapGNH59/GzfWzMtY/Hu9Xqqqqkad0PniET619WkO9LZw/8KbOPXMOtzTp4/4+N3dzbSF/fzxkjsotToIBAL09vZy3nnnDXuswWBge7SPsmndPwbPAAAgAElEQVQT+dBVd6IoCm1tbezdu5d9+/bhSChIJzz87Gc/o7i4GLfbzYFYBJum8b5ZAzHj2xsbUfp1W0NKmbP+xClePnKMzy25EJfVgqKqfOnZV3nrlIcf3nglyya7eeWVVzCZzPzw9beJJmS+d9MAOTrT2cvPV29m8ZQJ3H7B7PRrbdt7kD5Z5L4PXE9VkV667O3o4wdPrGdKbRX3fvY9GJMSvZTf74UXXiSeUJnmjELMwy9/8XMmTJiQvgHw25V78LT08quv30ZVqSvddTVv3nzu/eUrtHX5+M3330vZID/Typf24A9E+cT7df+bx+NF01RcrgqmTtGle29sOELAH+GWFfpnLyeUjIj61M32fp+YJbpeoNcvUFQ2mQ+9b0na77du3TpaW1sJ+TuZX6vy+9/9mtLS0oxur8F+vwkVBfQ0RCgtKzsnP9jg83VWXTmb959B07RhMfWhUIiuri7mzp079OnYe6wZp9PJ8osvSm/n8/nYvXs3W7ZsyZrYOI7///iPJ2EpP9jf//73jPHr1Km6DjkWi9HY2Ji+6LS1taXTZXKF1WrFpVkITHEM94ONAKMvgUHN0duVJGXGoL6KbllUjqhoWPuiqN1+ClpC5DXpC/8BUmYiVmDG3Jvyg+VOwpTOkf1gWaFpGPtCxF259YPJJomgy06VptFdWkx/gRNbKIItFCbP7yevrQvoIjGIlIXsNgRVOwc/mH5EsvnBRoIlEdb7wYQcviwFgbhgIxxKoBgMhKTJGNUIRsIklH7ylT7soj4pyyBlWDC8w36wbBCNcQwGiMRzI0eaZkTTdDlhgFo0WcQohDEKEUgEyDPpd8llRUAZRMqMQghVgzi5k7D4aH6wkfZnLP1ggkgCMwZkLr9kSc6vMY5xvFuQ8oM9++yzdHd3p6+Ps2fPTkv6hpKy1GLtnfKDKZrK3xo2U2Mr4t4576HWUZJ+/oKCgrT0bTQ4HA5mzZrFxo0bmTxlMsaFdby8fwt0B6kMS8zpFaE1ysFjr+KbcChDVtbS0jLqFOCUv4sv7liFN9THry+6nXmGAg5FoyMSSk3TWO09iiSILC5zp/cl9TkMRXckxIn+bm6dqE+qDAYD1dXVnDhxAg3YPbWKR5Zdm75xXF9fTyIe5z3Ac3/5a3pd89Tx49QAzmT6YE8ozHfWvs7MslI+v/RCAH65cSsbjp/m29cs570Ldf9dQ0MDfYLEkbYufnnXjdSV6OEa3f4QX3j8RSxGiR++9+r0wv2lHQdRwn7KKydw6Ww9aj8al/naI68gGUR+evf1aQIGut8vrEioqoIn4uQ7n7mDRHggUCItLVXgtvNKSfiaaWmR6OnpAeDQmQA79nv4n09dxbwZA2oGfyDCP17YxbKLpjBtsk641r++E02D9733cgAUWeWpJ7ZRN7GUeQv08zaeUDLen9frxWZzEI3JGT/XH6uvuUzJtVDK7xeLxZg0aRIhsYYX1mznm59cgtfrZf/+/ezatQsY8Pu53W5KnSacFgVX4dnLw9PnRXd3hh8shflTqnh5y2GOeDqYNSTQZKTzTNM09hxvYvFsdwZxczqdGJKT1HES9u/BfzQJG+wHCwaDHD58OJ0AZbfb03cs3G43V111FaBHwppMJiRJoqqqKuukbCjG5AdLYqBwOfdtzL0xokZIJPu5Yk4zuJ34VQ1zII61P4ba5csgZYqgEZcE7F1hogUWFNNZiNUY/WAAxqiMTdZozRuDT8uv9zaF7DZkoxG/y4jflQ9V5UgJGVsojC0Uxu73k9+mh0koyW1N8RhmKULMZDnrYtwWCeXuB0tCCPjwadLY+sHMCWKCCzSBBDoxwVxMDxqSGsGUhZRhhLiiYBIDJFTrWePjx+oHA5DMY+8Hk6SI7gdDD+uIaU5imhPEcsJyAqMQwSiEM0iZpoGsCtjEfuKpSdloxybZqZazHwwwaHEs0hj7wbTxfrBxjGMkpBZtqcLltrY2tm/fjiAIlJeXZyVl0WgUWZYpKSkhFArlFGs/mh/MIIj84rwP4zLakJKdXKk04xkzZuS8Lyn1yulilY0njjGjooJPLLueKypmEA1H0iTG4/GwYcMGQJcvqqpKMBikqamJysrK9KIU4HnvAe7dtwarZOTRpXexuLQunaaX7TsllIjzzbdX80rjUd43aT725MTe4/GkvU1DsaND90otLs+UqR06eYIuo8iH5y9KyxeXLl3KC0cP86N1q/nSlJmIPr2Pbc+ePaTyESWHg4MHD/Lw4RMEY3F+dtc1mAwGXjl0jEe27eZ9583lwxfqUr3O3j79M1Mt/OzOW7hihu4v6w2GufuPz9LpD/F/d6+gPClDrPe08fAL67nQCisuH7ix9cA/NnKqtZvffH4FFYWZa4dDp9v47ROrmZIH3/rUbUybWA1Up6eY67ce4qG/rWbBxHysRjUtLRVFEUEQ2Lp9L1ddNImbr5yT8bxPP7+LcCTOx5NTsEgkTkNDA1aLhUXnTwb0cuaW5l7u+/EdafKRSMgYk2mGqWlTUVEF0DLM2xWP66uOwemHAxO6edQ3KEQSJpYtW8ayZcuGJWMOJmUGETo6Ozl8+HDavzgaRiJUl583hZ8/+Qb3PrqWX31pBVUlzoxtjEbjsH6whtZe+gKRYdH0oP/tjyWxcRzvLP6jSVhra+uI/WChUGgYKautrWXRokXU1dUxc+ZMZs6cSSwWo6mpKf3l3draOoyUud3uc/KDBW2gno0UpaBpGHoiJAptwxe3ok7IYk4z1OanSZmtJ0KBx49JhvLD+l2lgFlALbYTcZmJuiwoQ+WLgX/CD5af+zb2QASF7P1gslHC78pPk7KOJCkrbG7HhEpxfzfF/d0kEOgVJERXAWGrbTgpS/vBcpycoPvB8lJ+sBxh1KIYREhkjXMXkLEhZ5CyKDZ6sIhBJCGCyZT8/KIiopRHQrVlJWX/rB8sN2hAEFW0gzr8M1MxEtOMxLT8NCkzCSEcom7Qz9c6IUnIfDEJo81FXLAPI2X/tB8sR5hVvR9s3A82jnEMh9frpaenB7/fn/FzTdNoa2vLSsouu+wyBEHg9ttvB6Cnpyd9ffR4PMNIWcoPdsko6aTF5ryM/3d0dBAdZdo0FKqm8vQunVgdNQa4b96t3FqzIL3wttvt6Ws66Nd/r9fLli1baGtr48CBAxw4cACjUfcEVdRUsTHezrP9Jzm/1M3PL1hBmVV/jx6PB5fLhdPpzHgPTcF+PrlpJaf83Xxt/mV8esZFGZ/zSImNW9u8OIwm5hQNELREIkFvRyd9eWZunTIz4/F/OXSA/OJi3n/9DYiCgKqq/O/atezdv5+ZiQQ+n4/nnnuOUuD9djvH397BaWcBP3xrN+dPqOLb1y4HIBJPcN+T+uPed/klXD1Lj0HvD0W4+4/P0tzr4/efuJWFdXq34tGmDj738PPMtAoIgkBd8tiseusAL247zN3XXcjSWZnHa+/xZr78q+dZWKLiyMtnxuRMotnQ0sP9j79JbUU1X//Se7GYjGlp6csvv0w4EmdyeQJCx3jggQfS8sWi4nKefXkPVyybwSS3Tj+fe2EXNqvM9Ok6cdc0jZX/eJuJk0pZcvHU9M8ScSVNqlLpg5MmlwEtw+SIqUmYeRAJS1Udud1udp84gWmQkmNwMmaKlLW1tbHutfU0NTbi6+1k1apVgD4pGyxfdDgcGa/t8XjIz89P+8FScNjM/OKeW/mf373Ex3/8FL+859Z0xP9gP9hg7DneBMDCaZnXwVQ/WLYgm3H8a/AfTcJSfrBUKs9oCIVCHDlyhBkzZhAIBHj44Ycz5ItXXnkloE/KBssXW1tbx+4HU0fxg40AKaxgSUDAlZt8MeY0Y4grCEDrnHI0UcTqi6B2+yhsC+Js0ScYKVIWdZmJuCxY+/TJSeQd8oON+BZ7AvSYc+sHk40SfmceZc2tBO0F9OUVY4mFscZD2EIB8vo6oQ8SCPQJEoKrgIjVhiKIST9Y7p/zqH6wkbZRk+Qgpzh3ARkrmiCSkAUC0YkYxBhGQ4R4wkee0YfF5AOGkzJ1UD9YbhjdD5YNoiDr/WBKbvuvYkRFQhAgYKhGwYSJMEYxjFUKYNO6QOsaRspMajIx853yg40AkzbeDzaOcWSDpmns378/J1lhipSFQiGuueYa1q5di8fjSV8fZ86cmfY7DSZlXq+XkpKSUf1g2ZB6T7lIpJpDvXz/wAsoR73UShKPX/d5Ku2j+4ZTpGzHjh1UVVVx11134fV6OdPQQP3JY5w+fRoTcJdBpC4qcELcTzwZiZ/quhqME/1dfPiNp4gpMo8vfx/LKgaS6wKBAD09Pemuq8FoCvTzcsNRrqiejDToWrjvxHEETWPWlClYpYHvrn3tbezvaOPeSy5HTBLMY93dPH7iBLeUl0NTEys+8EE+t/J5ZlnNLCl0cvDgQeLxONcDroDIuldfZUJtLY/sOY6/q4Nyk5Hbl+lyRV84yicfeQ5PVx8PfewWLpikT05OtXXzmT88h8Ni4rxKEyIOzGYzq98+yv1Pb+Ti2XV8+sYB0inLCm/sPcV9j62joiiPcnuESRMz0/x6fWH++2fPYzUbeeBLN2Mx6fvpcDiora0lFotxutPIf919B/mWRPp8Sk0xL5gBlQVdbNmyhdKySlav2ca0SXDeefqE7cA+Lw1nOvnK129Ik/F4PCkvTJKq1HmWn6/fdDUP6ftKPd44xENmMpmoqKggnjgybJvBSElLBcAfE5m3+EquWFid3pf6+vp0CEvK7+d2u5kwYQJer5dJkyYN832BXrb82Lfv4p5fPsfn/ncVP//iLUyvKRzVD1Za4MiYmoEeXCfL8rhS5N+I/2gS9qc//QmbzUYkEsl5G3cyrjNFyo4cOQIMTMpSxGwwKTNqRqyFZkJ9cX0adhYyNiY/WBLmZHlyZAyFy9b+GIoA0XwLmijovrAaFz5NwxyMY+sfTspkAWIGsPVHCDstKKN8wQADfjBnbn4w0PvBXAmF7tLcp02WSFT3g5ltKAaJkC2fkC0fXBX0KHKalFkHkbKUfFFS4pgSEeLS2eWLY/KDJaEEdG9Tzv1gaIiJAKpgB0QU1YqiWkEoxBfRMIjRrKRM00BNmIgrIZS4BU09SzLmGP1gAJJBJ5QJbQwlzal+MMEKgkgUJ1GcYKogpCUwEUmSMn+alKkayBpYVR9xwUZCOPuxEcbiB2O8H2wc4xgNHR0dWK3W9J39XJAiRV6vl/b2dtrb29mxYweCIFBWVpaVlEUiETRNw+/34/P5hk2QssHr9VJQUDDqY8NynMdPb+HPp7ZgFA3clMijtq7yrAQshUQikfaD2Ww2zuSp/EI8Q3NNmIvnuHlf/hSUbh8ej4eNGzcCunxRluW0l7yqqopD/R187I1/YDIY+MeVH2KqqyTjdUaSlXn9fXx84ypEQeArC5Zl/G7N3p2owF0XXZzx87/U78NhNHH7dN0/FpNlvrJmDS6rlTlWKz0uFz/ZtpN+g/T/2Dvv6LjqM/1/7p0+oxn13sa2LMsN2xhXXDBgygYILZRsIBUSUjfJkk02PZtGkl/aQiCUBEgWSAKmGIMxBuPee5NtyZpR72XKnXbL74+rGUuakTUy7FkO0XNOTjjWXGlumbn3833f53n51sc+SllWJl9/YR27T9TytQWziPT1cvz4cQ4cOEA+kG8QyLA7OX78OHmFxXz1uQ3Utffw35+4gSXVg96/zj7ufegFTAYDD3/uRv7n8UdYuHAhGw+c5vtPvcH8qeX84p7r0DTYfdzLxr2n2XTgDAOBMFPL8vjhJ1byzF+eHLb/wVCUb/zmZXoHJB7+9m0U5A6vhK5/S2/5XDT/IpbM16tYM2fq++xtauc/vv80M6c6iUZCCSibOsh4ra2t2O12XvjHbjIz7Vxx5blAkZEQFk8fFA2WYf8el82qL/gFpXMu7KHVpkhUxjxGN5M+i6yF3pCRcERJSsZsa2sb5vcbmow5MDDAsWO6h3FkpcxdnMNj37qdL/7qBb786zV87UYdvlL5wQ6cbmbhjIokoBvPYseE/nf0gYWwuB9s//79aW+Tm5uL0+kctX1xKJTZ7XYqKyuZN28e1dXVWHqiWHp6kVHpFkM4qgqJ5ZhTQtm5gcsX4Aezp3/KhK4AvQ4RbSQUCgIRp4WIcwSU9YXI9fQhKFB6Sk/F85sF5JwMpEwbIZcV2TKiRW7QD9Y2jlZEu/+cHyxdxeeDhczJ24wGZTm+TgQ5Rmaol8xQL7Im0K8YETOzCJscKaHsQvxgLkuMqJCld/KlIZEYFrNGMJzqmAkpoCyC1dSPxeRHMESx5egR/6EAGIQMlIg1JZS9ez9YelJiPvyaEWzJx0wVTIQxEcYF5qJBKJNw0oaGQKY6ODxaFRiIGjHas1JCmUGLYrtAP9jEDWZCE0pW/D433oCNcDhMe/vwiGxN00aFshUrVqCqKmvXrgWgt7eXyy+/PAFsI0Er7tOpGSV9UNM0Xms5ym9PbqAj7OPa0tncW7aUv+55HPcid9r70tTUhKqquIrz+fS2Z9jWeZaazEL+tOyjLCucMuy1kiTh9XrZvXs3Xq+XkydPcvLkSUSjgTaLxmynlS+uvIopzpykv5PKD7bOU8s3d7yOKIg8uupmKpznWs52tHhpb24h3+lgcl5B4t87gwFeqzvFx2bPJWPQW/ebHTs43dPDYx/+MPteeAExJ4/djc389NrVlGVl8trxU7x6/DT/tmoZNw9Wu147cpKf/H0dV5ZlI3Y0I0kSa9asAaBcFbl8xmQyY358Ph++mMa9Dz2Pqmk8/sVbIeRDURQCWPn5E69z0eRifnvfDXT0+vn671/C296HzWJixdzJrF44jSWz3Bw6eADQr51gKMrWA/U8+/p+6hq7+MmXrmPGlOE+uZ6+IG9v3Ud+hsBn77o66Xi+sO4onf0GfvOpj1JcmElHRw///h9PMGVSDKMRNm/ezObNmxGMsPDSbHbv2Ynb7aakpIRoZLC90GIclj6YyvsFkJVpx2Q00Nmtt9iOTB+MxhSM5xnUDNDc3IyiKAQVO1J4eKRWvFIW9/upqkpbWxtbt27l1KlTtLa28sILLwB6pWxo+6LT6aQg28mj37ydL/9mDes27WJSpjHJD+Zp66XXJ3FJCj+YZ2I+2P+5PrAQdj4/2GiKryCks40kSZw8eZLKykpisRi/+93vKC8vx+12M23xXJynBytLKaDsgv1g2Sn8YKNIjCm4who9lWOvOsahTFA1RKCpqpCY1YTDF0Lt6Sev0092u/4lFIeykMuGlGlN+MGCrnEAlW90P9io6urHJ6Q3H0wxGAnanGT2tCGbnfRZirAoEhZFwhr2kRHU0xdlDfoVE4ZBKIuJpgvygxlFCKb0g6WWmfHMBxNQVCuqZkBVIdhaimiOYbREiMk+zFkBzA79WgsHQeQclOl+MOE984ON8u7IMCsEhdy0Xq8KJmTNjCjAgKGYqGDHrEmYBQmbwYd9FCgzanolODqOCHzdD0bKRLYJTeifXR6Ph97e3iQ/2PnkTnM+WBzKenp6WL16NTt27Eis6Lvdbnbu3MmhQ4eAZCgLhUKj+sFODbTzk6NrOdTXxPTMYh64+CNcnFvJ0aNHE+9vPPuPIPDF0+uJCBrfn3std06en2jzGyq73c706dM5cuQIWVlZ3HPPPaw9uIuX9+2gLCJS2C7x2t+eZ8Pg8N/4vpSUlCQqJ6IoElZkfrp3E0+fOsDcvGIeXPlhyjLO3aM7pQBf3biWa2Iqiy4+F0ShaRrf2/wWGnD3bH0o8b6WFh7ft487Zs9mZkYGW0Mhdnf1cPnUam69aCYd/gA/fO1t5pQWcc+l+lDkk22dfOfFjcyoKOemxdN5+cVmbrvzTh5Yu5X+znZWVubS29rEmoY6AMIYcatGbrlqGXl2E/tP6sfs/716kOryfH73hRs56engGw+9giiI/ORzH2LF3MmJ1kLQhydbrHZ+9uQWdh5uIBpTKMjJ4Kdfvp6VgwEaQ/fzp39YT4Y5Snl5ORbL8Dbyto4BXt1whA9dOZviQv24vbOljtY2leopGgsWLOTSSy/l0UfWcqr2DDMvEhNVTJPJRGFBMWWVKpHIAB0dHYn0wbYO/XoWRyxYi6JAfl4GXYMQNrKq6XRY8QfCY19nQExIhrCREkWR0tJSjEYjLpeLL3/5y7S3tyfaF+MhLKAXDeLX2S/uu4YHH36MjoDGi1uOceuqOYnfeeBUMzDhB3u/6gMLYXE/2HhaLdxud6J/ezzbNDU1EQgEEqtjr7/+eqJSVllZSc2S4VAmIhDLNGPuixDNNI/ZvmgMDfrBxjXrS58PFspK/6HVNhCfD2ZHMRkIZ1ihJJs+TcMajGD3hdBGQFlM1FsYrYEwqkFEHqt9kfH5wQDQNHLUGME020wAjEoMm6jSZ7CjikZCoouQyQXWIgZUOSWUKZrOuKIWw6yG9JbEMaB3fH4wXSZB0qtNavrVJjUyQFASABE1aiEatSDgQgppiOYoBkuEiOwjYwiUaRooqhkFP7JiGxPGxusH0/dFT2wcz/7HITQq2FEFI2HBpVfKbEX4NTkBZVaDH8cglKmDA5etaoAIWlrti7ofzDbhB5vQhEZoPH6wuJxOJ7m5ucPapcZSfD6Y1+ulo6ODjo4Odu/ejSAIFBQUJB4id+zYkYAySZKw2+1IkpTUvtgXDdIY7OWHc27khvK5GAY7Fs6XPphKpwY62Hh0H36rxpTsQh645AYqMpKrWEMVf56orq7mldZTfK9xD9OnlfLNy27HqjLMK75p0yZAr3QoikJWVhZ7Thzjv87s5Wh/J/fMWMD9F6/EPCRAQVFVvvL2OqyBEKIGUydPTvzsySMHeeNsHd++dCXuLP0++MiePRQ4HPznypUcPaBXm4IWOz+5VrdKfGftm4RjMg/ceA1GUaQ3KPHFv75Cls3Kbz96Hbs3v4PZbOZ37xxhb2sfv/joTVw9pxpVVTl91sOvnn0VSzSI266y652N7HpnI4IoElFgZp6J733iSjbtO8PPnt5IeUEWv/7KjZQV6BW9cCTGjsMNbNxZi9Bzms6ggbZIGzeuuogrFlczu6okCXhaOvp58KnNHDh6lsumq0yvqU46B396ZhuiIHDXbfpIAUVRefGVA8ybm4eqtgzCkZFNbzaxeOlsvvSlGxMhLHocfj2TqlSOndzCydPbAT2cIxg0Iwgaqpq8uJCX46S7V7+njkwfLMxz0u8LEYnEkoAxrnj64ImACSkcO88VpiteoZsyZQoGg4HS0lJKS0uHVcpSQZkJyM6w8ZcX1tPfP8BnbtLb8Pef0v1g8XOTON4TfrD3hT6wEPb444/jcDguyA+Wrmw2G4WFhYkv3KGKV8pOnjzJ+vXrsdlsVFZWMnv2bGbOnIllIEbh3m4UEfocAqbCDMLZlpRQZul9F34wZ/rgpnb5GLCIKCPngwkC4QzrcCiTItgHQuQ19iACZWf1dDy/UUTOziDosiG57ElQ9m79YOnKFhmcD2ZIDuUYDcpc0W5EJUKGMkCGMoCigi9sRHRlExVtehVmxIP/hfrBxjsfzJ6hEfWlmg8moEYtqFEL4hAoM9mDmJ1BRCFKhk1vHQqFRUQxg5hiTwllRoP+WblgP1iaiob6kYwiaopjNhLKAoNQ5pRbAXCp3aB2I6vgi5owOrKIpGhfjPvBVixfnvQ3JjShf3bF/WD/W50iQ7dRVTUpHEvTtFGhLP6wuWHDBjZs2EBWVlaiBavG7eb1K76KzTh8Aet86YNDdcbXyYMntrCh6QS3DWi4a9z8duVdCZg7nzo7OwmFQuyQ+3h+zwmWFU3ioeU34zTp99iamppEC6UkSTQ2NrJ//37q6uqor6+nvr6eeQJcUVTIPMlAW3NzouoB8Kt929jZ2sj9hRX09JyiokJPEjzU0cbPtm9m9aQpfHqu7rPzRyJsb2zkrrlzcZjNHKqtJYDAV1ZfRp7DwfMHj7GlzsP3rl3FpNxsYorCvz37Kr1Bib/ccxt5GQ59odru4p2TDfznjau4eo4OPb5QhG8/v41mn8DDn7ubuZOKaWtr55l1mwi21mEWBUq1Lp7448MEYwIr3ZncdNVsLKLK5n11bNx1im0HzxKKxCjJNjMnT+O6K5Zw3TWXYUhxfoJShKde2MXf1x3AaBS57epqOhsPJcHBpm2neGPTCe76yGIK8nQP2bYdZ+jo8HHt6iq8nlYqKip4/dUjSFKUm2/Vq39DkzGrJrfxpc8/wWc/v5jm1pP09/ezc+dOAJYtgnWvrmHatCrcbjelpaUYDAZysuycbexOXGdD0wfjXrbO3gDlxcmLxLIs09TUxIIFC3C19dHRM/Y4h+7uboLBYMo2+nilbCiUtbe3s3v3bo4cOYJNlLk4P0bLkU38V+1u5syswVtfx/ypk0f1g8Wvswn93+gDCWGKolBRUfGe+cFGU0WFbnRMZ5tQKERtbS35+fnMnDkT76IizJKMrS+CucePq85PJv6UUGbpixAxvkd+sNGkauRKCr6C9NoXww4risFAUWMPbWX5hDJs2P0h1L4+8np8ZHfpLS5xKJNcNoJOG1ZJr9BJF+AHC6fwg40mW0QiognI4tjVpjiUWQfaCalGZKECkxjCJIYwG3w45ME5ZQkoyyIq2olivXA/WGQ8YRlhfT5YJB2gHoQyiw7ufl8FoqhgNIaJRPvJcPqwmPVzMxLKjEbpPfWDpVR8ppohvflgqmAkhg2jCANiAWHBlaiUWQx+HEq8fXE4lImaPDEfbEITGkXvpR9srG1aW1uJRs/fhhWHss7OTlauXMm8efNYsmRJYsX/1KlTiUrZUChzu90YDIZR0wfjqvN18eDJLbzefAK70cyncmchaUe5Yd7StAAMYPfJYwC8IbXx1Xkr+PzMpSmhAvT2xZqaGk6dOY1mMPBssYHFliyuzyylp7WNd955B9CDPsrKygg57axpqefOWXOwe9oxFxdjsVjoD4f44vpXKXRk8Msrrkk8SG+sr5yMsHkAACAASURBVCeqKFxVVaUfu5ZWuo0mrp6mx8w/t/8IM4oKuPOSOaiqxo9eeZt9nhYeuPUaZpUWJWZdHY5YuHnhfO5cqrev+aQwn/vDGhq7+nnwszdy8ZRSwlGZ3792gIPHW7k0Bz5800387Z0T1Nc3MKvUgUWTWP/aqwBIUYGAbGH13HKWL56LWfWzfv16ViyZl3SsFEXl1beP8uiz2+j3hfiXVTO5987l7Nm5mf52c6La1N45wB+f2sJbW2uZVlXIJ+44N59szYv7KCrMRFX8FBUVYTZbeOmFvcyYWUrNjNKk8xKLKcgxgZJSN3VnDzJr1iyuvvpqXl23nTc37iYvT0osqhuNRioqKrAbZWKRAXw+X1L6YALCevwpISzuB3O73SyRMnlszQ46e/0U5DiTXhvXaEEuqSSKIiUlJVgsFkwmE/fffz+dnZ38ec1GWpubkA8eojpDhY5D/Pd/Nw773Hi9XoqKirDZ0n8WmdB7rw8khLW0tCRakDIzMxkYGBhzmwtd5YsnLKWrmiuW0ksU2WFGdpiR8u1ANj0xBWt/BFt/BHO3H2ccygQADdluxjoQ0RMOxwArMaam7wcblDUQwahBcDyzvnyDfjCnnajNQthuhcJs+jUNayiC3R/CEZBwDIGyqKC3lZkiUYwmE7J57FYxbdAPpqThB9M30DAG/Sjm8SXpOcwKISWHmGwkqjqJqk6ggHBYwSRKg1DmxyHrq2KKqg9glFUFExIxbIxV3Ur4wcYTlmGQBueDpQ9HEc0PkoCmmVAUE4piBbII+DQMhkhKKFNV0AQjFtVPTLOjjvH1MF4/GIBxcD6Y/wLng41WKRsJZfH2xQk/2IQmlCyPx4MkSeTm5iJJErI89gyLdP1gcZlMJkpLSxOVhnRUUFCA3W5n0qRJFBYWUlhYyKJFi9A0jc7OzpRQZrfr3yXRaJT+/v5hc5Xqfd08VLuFdU3HsRlM3DvtUj41dTEHt+9imyCkVQWQVZWnTu9j5/4d5JpEHrn6oywpdI+5ndfXx87jR+k2a9x90aJh7YehUCjRvnii7gwDHg//Ahi276dRUSgvL6ehoYGfHjtIZzDAP265k8zB8AR/JMKvtm1jam4u84qL6ejsBDlGdmkFDrOZ1gEfR1s7+PoVyxAFgd9t3M4L+4/xucsWcf1cfYbWtv2HAcjOL+Q7N+lz34LhKJ97eA11bT389jPXs6i6gh5fkK8+/ArHve3cPb+UgZY6fvfSQY57u/nKbau5akE13/jNy7S0trFsVj5uh4avr5Nw7xnefu0MJpMJk8mE1+tFFEUUzUjt2Q5O1Xewaecp6hu7mTO9jP/37cuomTJ81lU4IvM/L+zmby/p7a8fv30Jd968MBEXv+71wxw51szn7lnJmVMbWbBgAXt21dHS0scn77ks5TmJjxEKBAaQJAm3243dbqewsJy6hgP85zdvp7DQkWhf9Hg8RIIdzKiA3//+9wD09fXR2NhISUlJoiIXD+4YqaHpg1ZnPo++sINNe85w+zWjLxh4vV5cLhfZ2enbL+LHLP6Z+/YX7+YPa7bz5LrduMwq/37zxfT3dCaSMQEEQWDhwoVp/40J/e/oAwlh8Qt/8eLFLF68mL6+vsQHyuPx0N/fn7RNZWXlBfvBFEUZ+8XoqxYFWJDKXEk/U00GpHy7DmVTz0GZoyuEqz2IGIxReqATRYBeu4ihwKkPXM5MhjJrf1j3g41j1petf9APNp6UQ1+IsCgQtY6AA0EgbLcStlvpLcwGTcMSiuAIhMhp0R+SS1r11dSAKCK7nAQddiSHPRnKNI3cd+EHS1cWRZ8PlmrgsoYhJZTZDH0YCGMV/Vjxo6gQkIwY7FnEsKeEsgv2g4UE0NKsNqGR4VSRleTrDAQUxToCyqKYTAGstn4UVcZlaAMgFBXB6CSm2YlpNlSGn5t36wdLextNIqYIyIbkSuBoUOZSO1AwTfjBJjShEdI0jcOHD2Oz2fj4xz+OLMu0tLQk7o/Nzc3EYsO9K+/GD3YhLY8jqwDxtMWhUNbV1YXH42Hnzp1IkpRIxcvMzKS4vIyTRom1khfZauQz1Uv5dPUScgZb2r1eb6KCcD4d723nW3te41hPGx8LC8ysqUkLwNZ5avn+lnVcH5FZdslcPrHg8mE/t9lsTJs2jYzSYr7dWYcrs5BfzlnK2dpTnDhxgqamJp5++mmKgU/l5tJ3shZPKExZWRk/3byZzmCQh2+4AYMosvOIHkqyeLYexb6xth6A1TVVqKrG8/uPsapmMl+6QvdRHfa28fe3t1EmCvz0k7dgNhqRFZVv/3U9tc2d/PpT17NsxiTqWrr5yh9eps8v8ct7r+fU7k0EZCN1nf388os3UJKbyWd++BwDgRA/+vzNrJivJ0rGq5rHT5xm+7bNaGi8/PLLgF4p6wsY6JNEnK58fvz167lscXWiwhdPH7Q4CvnX+x6npzfIlSun89m7V1CYf+5+tmXbKX79uzdYeMkk5s8roPaEQmFhCQ/+ZhP5+U6WrRg+xy2uuA+tp0e3T8Svs3gbq6KqiRCW6dN1YF2zdi9//ftGLl/koqenmwMHDnDgwAGMRiOlpaVMLtBnx8rytERraVzxapPVaqWyxEpVRR6b9o4OYUP9YKnmg6VSMBiks7OTWbPORfELgsAXbllGrstOrbeTa1ZfjiDog707Ojo4ePAge/funegUeR/oAwlhcT/YmjVrEsbf6upq5s7VU4X6+/sTN5w4lF2IH6yoqCilH2w0lZSUYEJMy9sVhzJDTMXVHsQ7pwRjTME+EMbU4yOzYYAcSIKyiMsyZD7Ye+AHG02ahrkvQMSVxnwwQSBitxIzmyhs7qI7N5eA04ldkvT/DfjI6terlXEokxx2gg47Rll+T/1go8ki69WmmDr2uYlDmRruwmwWicbcGI0hjIYQRqMPh3iuUhaQDBjs2YNQZh23H4zz+sFSSzRHMRghnDICf6QEFMWCwaC3L/pkfWXYJIaIRvtwGQawGfRzMxLKTELoPfWDjfoOY34UU3pz6FTBSAQHIgqXLV865usnNKF/NnV0dGC1WnnllVfw+/2Je+Ty5ctZuXIliqLQ3NycqDo1NTUl/CnvhR/sfKqsrKSvr2/MWWJxD1lBQQF79uyhqqqK1atXc7ahgW0nDnG49jgWGW4AnC4LkwU/XvkUgtuNw+GgpaWFRYsWjfr7JTnKb49s5U+n9pBjsfPAzMs5UbeBaVOqRt0GIKLI/GQw/fAy0QkEWD03dfqcFItyzxsvEpFl/njj7UzNzsPX3YMgCKy643a+++rLLLRnUCYa2bJlC5s3b0YURfoFgU+Ul+MKh5FlmeOnTxMUBK6eo6cpvllbR3VBLpNysznc1EZPQOLa2dMQBIH9Z5u5708vcblZxl1RSWGWi5is8M2nX2PT0Xq+ecsqLps9hUP1LXzpwZewWUw8/vXb6O7109bWik+289i3bqe3L8hnf/QcDpuZR75zOzWTCgkEI2zdW8eWPXWcrGtDCvq4tFrleLMJhzMHd5GZgswomRn9lEYjQAtH9qzH11mbaJHbvusIAC++foaysjL+65sfZlbN8LbCg4e8/Phna5leU8wPvnsju3fvAODJx/fS3NTDT35xx6ix8QaDDlu9ve24XK5E1TT+74qSXOXNz8+ie8BITFaYMmUKt9xyS2JR3+v1MqUgRnvDHh544ADl5eWJfSksLExKH1xx8RSefHkPA/4Qmc7k+2ZPT8+ofrDRFA+fSwVUd6weDnuiKFJcXMzp06eBifEt7wd94CBMGSzlHzhwgM7OTjo7O9mzZw+CIJCfn58Synw+Hy6XK5FilKpSNlLj8YPFFf+QhLLShyNbX5iwcTBgQxAI5Dpgci6dMQW7L6xDWe9wKFOBsEnA6tPbF8dMIRyPH2xQpoiMXdFoc6YPR/ZAaNAP5iBitRKxWunLydErZZFIAspsQ6AsOvjgbVBkjHIM2Th2ZcMWkYim6QeLSwgM4FfHMR8MDadDJqZkomEgJmcQkzOAfGIx5RyUGc5BmaqCaIaorGIUQ8iqBTj/3zONyw+myzDoB5Pl9CuhRmNYr9BpFuLVMkzZ9MsaBiWiQ1mkD5fBl4AyRQVZEbAa/UQ1O6owxrnRNDItMhFD+teZQYthM6oMjKtyFprwg01oQqMofs+qr69nYGCAM2fOAGCxWIbFqw+FsnjLos2mp42OrJSlUrp+sLgEQcDtdrN0afqLJ/HulYsvvpgGQeInvkOccnWyePIkvlS+EHr8eDwezpw5w+HDegue3W5HURQURaGvr4+srKxhVYd3Wuv57t71tAQHuLNqLt+Yu4pTh45ygvN/p7QH/XzunRc51N3GPTMWMLs9yHHzQNLcJgBV0/jqpteo7e3iiatvZmq2HlTl9XrJKyzg37dtwpqXw3du/xgui5VwOMyp+np++/rr5MViKF4vTz31FAaDgZiiYDJb6G1rI5ydw77GFu5brreZvXWyHoMosLzazb6zzdz3+IuUZTmwhXqYNrWKqCzz739ex+ZjZ7n/ppXcuWIuXQMB7n/0VXJddh75yq2cbGjnF0+8xOJC+NStV3HkVCu//cs7VFXk88uvfZiTZ9r48992sPuQh5isUJjnZN7McgqcITqbjvObH32a0uLCxL6fr7VUVkAU4fYPz+JDV19KTs7wDpjTZ9r5zg/WUFqSzU9/dCs2m1kPGFEtHD/axnd+cDPzL5k06jnSYUujt6+T6dOnJc67aND/X1HUpG1yshyYjBq+gT4umT8Pm802LITl0/f/mTwXXH5JCR6PJ+H3iydjBgIBvF4vpaWlLJs3hT+9tJsdhxu4dtmMpL81Hj/Y0G1MJhMlJSVpbzPhB3v/6AMHYa2trZjN5iQ4in/wU0HZ3LlzcblczJ07l7lz5zIwMDCsUtbX15f0dy7ID3al7gcbz3wwY2+IaFZyFUA1GQjkOs5BmaxXyex9EtltfoxRDceRdr1SZhMR81xIWdaUUPau/GAZ49gmMDgfbORgQEEYFcoyO7tQgfyBDhjoQEJEtjsJm+2ELI5kKBv0g8nj9INlJPxg6e2LUQhjMEAomrz/SVDm16HMYhpAFCVMBgmzXa+8BfwiRmsWsmJPCWVGQ+hd+MHS/3irQgBBSFWhE1C0wfZF8zkoM4tB7IYeBFEjkyHtiyYnUexESYYy3Q+mXbAfbDzbaEBZWdmYr53QhP7Z5PV66e3tTfJKRyIR6urqqKvTZ0QNhbJFixZhMBi4++67URRlWPtiU1NTEpRdiB8sPz8fu90+rgfQeBXgeX89r255i1J7Jv+9+FauKqnRH7Anw4IFC9A0je7ubjweD3v27EGSJHbv3s3u3btxuVy43W5cRfms9TfzSlc9VZl5PHflx1hYoHcGeDweMjMzh/nNhmpfZzP3vfMSwViUhy+7kWsrp/HQQw+Nmtj4633beMNzhu8sXsWqCj2KPhaL0dzcTEtmBkFEnrrhFlwW/V5ptVr5e2sr2wwG/v7RjzI9J4fGxkZe3bodf3Mj5miEp59+GkEUuVwVKPb30dDQwDsnz3CJu4xMm5XfvLaNXKedb14xj/WvNlFcWsZXHnuFHbVevv2Ry7lt2RxiisJ/PLaOYDjKw1++hUhU5odPvMHcQiuCEMLTGeXXf93K8oun8P3PXcMfn9nKmvWHKMh1cvM1c7liaQ0zphYhCAL/+Mc/CLtclBQVDNv3oa2ls2bP5em/72Trhr3kOFWmlMYQBI2zp/fz36f3k5mZmQiTsFiz+Pb31uJ0WvnFz27D5bIRjcbwehtpaYIvf+1DrFw1/bzXS26eE5sdYrHIsCpQPDREVVNAWLaDrAzdcpLq2pw6uYSN22v50Tc+hsViSvj9tm3bRnNzM8eOHePYsWOJwcyzizW27z7M6sXVSe2LHo8Hp9M5bj9YvPU3HcUTG+fPn5/235jQ/54+cBAWh6+x5oMNhbKysjJcLhdPPfVUYhWwqqqKOXP0xKBUUHYhfrBCrCn9YKPJGJKxxTQGMscGHdWoQxlATpufxmn66pvDF8LY5yOrsZ/cRpKhzGkZ4gdLv3Iyqh/sPBJ7ffSa0pgPFocyi4Xczk78tix8GdlYIxK2qIRV8uGS9AeI4VCmP6i/l36w0WQSdQhNJ2AjDmUmY4BYDEL95RhNEQzmMEZjAJu5F0HoTQllaqT/PfSDpZYoxrCaNQKxNNsXNSuypiAI0K+VoalGTEiYjRKi4hvevjgEys75wdIHd7MmEVNT+8HOuw02zOb0r80JTeifQZqmceDAgbQ6OOJQ1tHRwbJly3jrrbdoa2tL3COXLVvGihUrhkFZvH0xHu99IZ0i6bZIheQYrx7cQUyEt6QmvjxjJZ+pXoLVkFyRjy+65ufnc+zYMYqLi7npppvweDycrD/D4doTCEdksoFP2CzMsOZhbO6m15hBVlYWXq+XqVOnpnwf/3PqED/Y8yYlDhd/XX0707LzE+mD8W6bodrUeJYHD+7i9mmz+fTscw/C8eeJY7EIv73uVmry8hM/2+718tzRo3xm/nzmDVY8bAWFbO3sYS5w77334vf7efT1N7H5fZw8uJ8TB/YxVwMHOaxb/wbtzU3cetlSuttbMZnN/HTtHvbVN/ODO1dz02LdT/TgS9s5VN/Kjz95DaV5mXzyx89gNIrMKLUQCon8/tntLL7Izc//7Xqeen4Xa9Yf4pZr5vKVT16eaOmDc96mqqqqlN4mRVF5beNRHv/rNvoGJK65fCb/est8nvzTI6xadTnTpk1LPG8NrWLOqBaZMaOa5qY6DGIlf3nybUDjkgWzuf7DY0OFy2WjsNgIKMOAymbTrxl/IJK0TU6WnWyniiAYUlabLl86jbVvHWXXIQ8rF01N+P127dpFUVERd999dyKExev1UpYRgMBpfv7znw9rXywtLcXr9TJp0qS0/WCSJCX5wcZSa2vrxHyw95E+cBD22GOPkZGRcUHzwbq6uujq6mLv3r0Aw9oXh0KZz+fD6XRSW1tLdnZ2ykrZSI3HDxaXrV//QpDGsY19IIwiQDDThiaKBLIdUJlHh6xg94ex+0IY+nxkD4EyWYCwASxSlJBTHBuSxuMHG5QoK2TJCj256SfpWcOD88GsDqImK1GTFR96pcwsR1JCWXSwkiNoKgY1ipJGS6JFHpx1lYYfLK5YqJ+QIo6r2oQaAM0OmhE5akSOOoBc/JKC0RROCWXxVsSoJTzYkjhGMqYpNugHS39fDMZ3MR8MOyAiYyWk5YCgYVQjKaFMUUEGLKJEJEWlLJXG4weDwflgTMwHm9CEUqmzsxO73T7mIuVQxaGovr6e1tbWRKXMbDYPa18cCmWBQABN0zAajZjN5rRaEt1ud6I9MB09cWYnnc1t2HMzeP3qz1BiH7vNOd69smjRImJ2Cy9p3TxPI4LbwO1FM1lhyaWvtQNPQwPHj+mR9A6HA0nSF5B6enrIyclBEAR80Qg/3vsWf687ysrSSfx++Q1kDlauRmsre8Nzhq++vY6qrFx+eOkVwx62X9i1AxW489JlXDlpSuLf/ZEI33rzTSZlZ/PVwVZNTdP49utvkq/GyHA6KSoqIiM7h/V+mbsWXcpXli/kT+vfZsuBwyw3m9i3excrbNC99216RZGQIuD1evnRHVdzwyCAvbbnJH/ZuJ/bVs7h2gU1fP/x9Zxt7eG3X/kwb7/yLG0BK3nZWfzgc9fw3Np9/OkfO3DaLLyx4Rirl9Ywe8a5zoPu7u5E+uBQ+fwhDh9v5k/PbKfe08VFM0p54Hu3UDO1iBMnTgAwadKkhN9v4cKF7DvQwMN/fB1V8bN8aQmtrY3U1dUCIMtgNMLci0uHtZaGwzHWPr+X6265BJtt+DNAfqEBVTUOqzaVluj/3dKa/CxnsZjIdakYzK6U1aaLZ1WQ5bLx1vZaVi6aOvi+ZJqbm5k/f34CyqZN08NCDp308oPf/51ppTbC4UjC7xdvX4xEIng8HsrKypIqZSN1Pj/YaBqa2Dih/3t9oCAs7gc7ePBg2tvk5OTgcrlSrtiNBmWzZs3C5XIlEnR8Pt+wSllvb2/S74p/SMIX4AeL2tJPeBO6/fTYDEkgpRoNBLIdCSjrjEPZgERO+4DuoTnZigL0Wg2Q6yLoshFyWpN+1wX5wYKDfjD7OLaRRpkPJgipoSwqkeXvQVNksqJdZEW7CCsiisVJxGgnbLCjCKakB/p34wdLV6IQw2LRCPlTwJFmQI46kqDMZA1gskoYLBHsBV2oCkgDYDK4UCKWlFBmsOpVTVkeRwR+wg82vvlggZgRLCOPmYCMNSWUOYROBCBLHWxflEU0k5OoYCciJEOZ+C78YBM3mAlNKFnx+9x4K1Sp5oNFo9HEEGIYDmULFuiDcu+44w4URaG1tXVY++JIKLsQP9hHimbySHQTV85ZnBaAwbm5TVujPXxx7R8AuG3KXO6bsZQSx7nuAU3T6OnpwePxcODAAYLBIIcPH+bw4cM4nU7M+TlsknqoM8b4wtwlfG3e8mFzsLxeL2bzuVlXmqbx0MFd/GrfNubkF/HoVTdhHdJKH4xG8Xq9ZNpt3Ldw6bD38e2NG2nz+3nu9tuxDqa9PnfoKDs9jXxchCmT9UG8m86cJaaqXD19KlarlV3dAcL5ZXzhvrv40hNr6Ghr5RMXT2bv3r0YNVjmjHH4zZfoPrGXmCmDF/c3Mr+qjK/dsoI17xzh9Z0n+eyNSylyivo5HIDvfPEqfv7wBrburcOAQDQYJcNu4d9/8Dzf/fp1ZLps9A9InDmlA+zm3a2sfbuF/gGJlrZ+2jr0BbmiAhc//MYNXHbpuWTEuLcpfsy8jd088tg77NpdT1FhJt+8/6PMuagcTdNY8/wWXnpxC1XTRERRZf369axfvz7RWtrqDfPGS6dxT85nwdKpw46n1RZloE8cBsBZWXYcDgvNzcnPbsFgELtVJSClfg4zGkRWLprKhq0niURlLGYjLS0to1ab5k6v5DN3XMuPH9tATkkN999/F01NTezatYuGhgbOnDnD6dOnE+2L8UpZWVlZUtrvhfjBPB4PhYWFE36w94k+UBA2mh/sfIp/SNLZJg5lOTk5lJSU8PjjjyduOpMnT04M8UsFZTVXLqWPKMo4/GCGUfxgo0mUFbIiKl1lOWO+Ng5litFAXvsAze4CFKMRhz+EoX+A7JY+8lv6hkGZ5LIhZVixX4gfzK/7wULj+OBrPf3405kPNgTKMnq7kA0ZBAz5iflRpqgPh6x/+Y+EMhXxAvxgkVH9YKNuY9CPmZLONoNQZjBFUFWQmgsxWGIYrFFEQwCzy4cgkAxlUTMRdfx+ME0IoKb0g6WWgEqGVUEiN40h1TqUgT5JYYBiZCyJSplR9mGPty8OgbKoYH9XfrCJ+WATmlCy4u306czOjMvtdtPY2JjSLzNUcShrbGxk6dKl7Ny5k/r6+kSlbOnSpSxfvhxVVWlpaUkkzDU2NpKVlYXdbh/X4klXS1vi/aWjDsnPUzvfQgNe6G/g1qlz+fzMpZQ6kgFOEATy8vLIy8vj7NmzBINB7rrrLg6frmXDoX3g9XKRAhcBhoH9vOTpTuxnTk4OHo+HiooKRFEkJMf4xub1rK2v5cNV03lgxdXDAAxgzclj5ERlqmtmDA8JaWhg3alTfP3SS5k/+KDdMuDjgU1bWFlSiOKpo7KyknBM5qEtu6nIzuSi0iL6giEOeFu5d+VCpGiMHXXN3LJoNuXl+ezduxelpIa7V12M1+vl4NGTBAaaWJINonSGRx97nD31/ayYXszHrprHH/78dzQNVq+Yz88fWk97lw9B1jACqqTgC8hkFmbwnz95MfG+Z02KkJkhsGPTabIzHWS57NRUFXHDNXOYNqWQ2TPKsJiT/VAVFRX4/RGe/Ms21q47hM1q4rOfuYybb5yPefD1Xk83f/zDdi65ZApGYwPz5y9g/vz5Q9oX6wiFJOavgre2vEhzx9QEyOj2EZmONpFwOIbVakqc7/KyHBqbkiEsXm063SihKOqwtsu4li2o4uU3j3DweBOL500as9p03cpZeNv6+Mure5lUlsttV83j6NGjOJ1O7rvvPpqamhLti1u3bmXLli0poczj8YzLD6YoyoQf7H2mDxSEpesHGyq3253o3x7PNs3NzXR0dNDR0ZGYnZKXl5f4Ih4JZRnYCGdZMUkxYjbjmGBlDCvYYxrtafjB4rIP6PPBxjvrCyCQ6UAxGQlkOaA8jw5FwR4I4/CHEPvOQZkKREUBGTBFZWIW09jti4zDDxZXfD6YPb3WFACjHMVmUBkQHciCBVmwIJENooaRaEooi6rCYAFMQxSiqJqJsWDEJF7AwGWjhBwDVUm/qinLA8QGANWIEjKihGxAJsEBFYMlkgxlKghoKKoFoxJClsdOXxTifrDxVM7i88HG46EjCJAI7JCxEiIHDBpGIimhTFZBFcCkhtFEEUUYu1I34Qeb0IRSazx+sLgyMjLIy8tLDHhNR2VlZRgMBhoaGoZVykwm07D2xSVLlrBs2TJUVR0GhZFIZMz5XaDf74dWm0bTib4Onjq1j5c9x7i8OUK+y86GG+9NCV8jpWkaXq+XqqoqXutu5BeevcgulX9bfjU3Fk2mpbEp8fB/bEj7YjAYJC8vj9omL/fveYdjPZ18Y+EK7puzMMnvo2kaa/fuYSawYMbwxLynDx2iwOHgniEx57/fthNNg9vc5ez01OF2u/ndOzvw9PTx5F23IAoCW043oGoaq2oms+t0IxFZ4fKZU9i/dxcxDVYsmMvUqVM52Crx7OmjXDp9Jvetns3ZhgY27zrAZGcMQfLwi188QFTWEEUDGzbuxRc0IEQ1DLKGQQUhIpNbnElnR4DVV87gqitmkemy8vKLf2HK5Cn87Ce3jHmMAQKBAF1dXShqJh/7xB8JhWPccN08Pv6xS8nKGn6feeyRt7HZzPzrJ+bz/PNnmDRpUsLvt2DBAn79k7Uc2HyAzBxYsiqP+vp6jhzRkL4f7AAAIABJREFUo++tg6FgJrNGbW0Dc+ZMTZyPmmnFrN9wNAm0PB4Pomigu1flrLeLqZMLGan5syrIsFt49a2jLJ43Ka30wftuW8bZ5m7+8LetrJw/BY/Hw6RJk7DZbFRXV1NdXQ1AOBxOQJnH4xkGZYqiYLPZaGhoSFkpG6nzVegm9H+jDxSEPfroozidzkT/djqK+8HSldVqpaioKBFDOlTd3d10d3cnQdn06dNxuVzY+yNU7GpDQkYpdBHKshLOtqSEMlvfYFjGBfjBQhnjmA/W3c+ASUQxDb8UVIOBQKaDQKYDyvLojEOZTyK7ox8RqKxvQQV6zQa0nEykDBuSw4Y2YqXoXfnBLOnP+rJFR6mcCAIyqaHMTh9oEezGPuzGPlwDA3RmlBFT7cRUW0oouyA/mBJAw570u0aVoGJ3QsznTJ4PpoooIVsSlBkdIUwZIQxClAxnK6oKwYCIyZSJLFsHI+tHpC8a9etsfKEkcT9Y+uAWC/cTMomoI4dxC0PaF0dAmYNOALK0dlAgLIuopoxEpWwklAmaiokwy5ctS/t9TWhC/yyK+8H+tzpFhm6Taj5YLBbj7NmznD17FhgOZZdccgmapg/1ffHFF2ltbeW2227D7XZTUVGREsq8Xm/K9EFFVTna28a+rmY2tpxmT2cTNoOJWytnYak7yKK5c9ICMNC7XyRJ4lVfG2/tPs3yYjc/XnwVlS7dQ1SUX8D8+fPRNI3e3l48Hg+HDx8mGAxSW1tLbW0tM0WBayorWCgb6OnpITc3dxiI7WltITZoYRhaOfH09bHF4+HLixdjGlLp2OVtYuUUNwOdHbhcLvoVjSd3HeD2+bNZMklPc3z7ZD0FTgczSwr53o43cVotzJ9cyoYXvPQpRpbNmMTancf5+XNvs2L2ZH5xz4cwGEQefu0Y+9sdPHL/zbQ0NbPmtS2UZoQBhXkVelKvPyjg6xfx9QpoBgs9rQMUlGTx9sYTTC7P46orqwiHQkyePHpUvKpqeLzdHD7SyOEjTXg99bgrYOPbjVw0eyqfvecyKivykrY7dMDD7p113PO5y+nu1ttjKyoqzh2z+k42rD3ExQur2LernpqpC7ls9cxEMua2bdsIhyNMqtJ4+eVnefttJ+7B9MWpUzJ5KRzlTF0HNdPOgb3X66W4pBSNbo7VtqaEMIvZyE1Xz+WvL+3mbGNXWtUmURT4+t2Xc/s3nuSR596CQCBl5cxqtTJ16tREMEwkEqGxsZH9+/dz6tQpGhsbefrppxFFcVilrLy8PGX7Iky067+f9IGBMEVRqKioeM/8YKNpPPPB4lBmtVqZMmUKjz/+OIWFhbjdbqYwnYIOHRokZJQCF+FsC6EsKzG7EVv/BfjBevz0WtMI1ohL1cgLK/jzxr4hxaEsYjWT19FPe1E+EZsFR0BC6B8gp72XfDgHZdmZSE4dyt5TP9h5ZI1IRFUB2TBGFWQIlE1vOoBBlrl+7Vo8bjdetxvFbSCYkQGQAsqMZDhklPH6wayj+MFGkdEURhBBCadR0RmEMtEkAyECvaUYDDIGUxhR9GOx9mEdrJSNhDKjMfQe+sFGk4bLKhMV00hsHIQyVTPgEjvxkU9UyMCcqJT5sRt8QDKUGdTIxHywCU1oFF2oHywSiST5wcbapq2tjUgkOWluqOJQ1tDQwPz58zly5AiHDx9OVMq2bt3Kjh07UFWVtrY2PvKRjySgLBaLjZo+qKLxr289Q0iJ4Xbm8J/zruAjUy6it6Wdp5V9aX8/hBWZJ7ZtBKBWiPDrSz/ETZNnpkyuEwSB3NxccnNzaW9vp7m1lVfyLEzRTFybVUBvWzvr1q0D9EpZfB8rKyt57MAeShWNwqKiRKUG4JkjRzCKIncMdtSA3orY6vPz6YXz8WzaSFVVFTs9TaiaxqeX6NWyqKywrc7L9XNq0NDYcuIsy2vcREIhtIiEPasYu8XMs5sOUVNewC/vvQ6T0cCjL+1g13Ev37r7Sg6dbOPhf+wiz26gzAlHzpogqpLp0MhyaZSWKpSXg6rGCPerdPt6cJRl8OenNtPXq8N3eXkFvb0B+vol+gckBvolurr9HDvewpFjzfgGu3AKC1zMrLGBFuLB399DeVkyfIGeqPjow29RUOjiplsW8Oxz/5NUbXriwbew2c3c/dnL2LerHkVWE8mYeXl5bN68mZqa6fz1z6f4l+unkl+oV2yPHj0KwJJL4PXX1xIMzMftdmO1Wuns7GTVqlXk5oQ4erKFm/5lXsr3d9uHLuZv6/bz7IvvpF1tKinI5I5rLuadLduZVZjevctisTB16lTq6uowGo189atfHZZOum3bNrZu3YooipSWliautfLycrxe74Qf7H2mDwyExf1g4XAYi8Uy5g0Azq0GjPemNN75YG63m87OTpqbm2lubmb//v3wAuTm5iY+IFNmTye/Uz8dEjJmwUjMbsYciukgNkb7oigrZIVVukvTny9hC0YwaRBMMbl9NDn8OhwFXRlErBaCzgwoLqBLUbBJoXNQ1tFLfocOZRFRQAUEVUVQ1bQgMW0/2BCZAn4U4/iS9NqKi1m+dSv53d3kd3ezYN8+NKA7Ly8llDkCAYLWDGQl/fbFcfnBBmUwhfX5YJH04SisBdAkAU0xIytm5KgdyMEfUvX0xRRQhgaqYMKkhohpyZWykRqfH0yXkQhGUSPIOLxdiTj7wdZSLEhCth70QTQllMmqnuQ/4Qeb0ISS5fF4CAaDWCwWBEFA08b+AFdWVuL1esf0g8UVnw+2e/futN9Xfn4+DoeDhoaGpEpZWVlZSijr7+8nJycHURQJh8PD4MUkGnjistuY5Myh0O5M/PtBrxdBEIZVTlJJ0zTeaDzNz/dvxl3fQaXVzCsfuZdc29hdGYqqsv/kCZqMGlNKy3l49Q3kWO1omkZfX98wr/jx48cByBMEbJqG3Wajq6uLvLw8wrLMP44d46qqKgoH7z0Ae5uaAZiWYadhMH3wrw0t5Gc4qMjWFwaPt3YQisa4tKqS480d9AZDXDZjMrsP6e2Ss6dX09bro7apk6/ctByT0cD2Iw08vnYXVy+qYdu+enYcasCoCeQYY2ga+HoEtJBAvyzQHFUwKQqOTMjJU3EWGCivUBFEP5XlGu1ttYgifPYLj+LziSjq8PtjSXEWS5dUMWd2OXMvqqCoKJOHH34Yp9M9KoCpqsavf7mO06fa+dZ3P4xoIJE+GNehfQ3s3n6GT3/hCnJy9WMmy+dGCPX09BAMBpk6dQo2awsBv537vnD9sBCW5/72FgP9Xbz66qvAufbFSCTC7Opcjp0c/bkvJ8vBdatmceTwXibnp19t+sQNC6k9tAMFI5lpJoOCXqGrqKjAbrcnVcqGti8OhTJN0xKhORN6f+gDA2FxkFq5ciXLly+nra0tcRE2NjamhLJ34weT5fRSHERRpKKiIjERfqh6enro6elJQFlOTg5ut5vq6mpqamowBqNM3t9M2CAQzbYjZdmQMq0pocw26Acbz8DlRMDGOCDM7g8REQUiluFwoBoMBJ0ZCSjrVFTskoQjIJHZ1YsAlLfo7Yt9BiNaViaS3U7IZkuGMk0jR5WR0ky8giF+sHEm6WmiiHsEhAuQBGU9g1C2b/58ghkZWM0+rGYf0QhoohNZsSHLqdsXL9gP5mN888EyVZSYM8WPROSoPRnKzEEs9gCCFiPT3KxXykIGDJZMYqqNmGYjqX3xgvxgg0A1TgiLKQKycUQbUryKOQLKTEhkiF3EME/4wSY0oRHSNI2DBw/icDj4/Oc/TzAYTARjeAbHs4yEsoyMDPLz88fVXRKP1X4vWh5jsRgNDQ00NDQAw6Hs4osvRtM0NmzYwJtvvklxcXGiDauiooLFhckPwB6Ph+Li4mHANlJ7O5r52f5NHOhqZaorh2rVxIxpNWkBmD8a4WtvvExZUKJoSgUP/ctHMA+2EQqCQE5ODjk5OYn3/sTObfx9x3YWm6zQP0BDQwN/+MMfcDgciFlZFPn93OR2o2laovq2tcGLy2JB8OkeusrKSva+s48FlaWJ1+xt0EFtvruUl/bqse8Lp5Tzl7/tRtbgykVz2XJEB92VF02mqaOP7z/2OuUFWRw50UJ3bwAhpmLQRLKtMgFJQJMUhKiKIAsYojG0qIzPryE2h2k22TBaDWTmqBiLrJRXqgiiwJyZMUDA6cqmsLAUt7uSadVTyMsbDhrBYDAx6yoUiiZFyquqxm9+9RpvvHaEuz6xnCtWz8Lr9Q6rNkWjMo/+fiP5hS5uvH0hgcBgSnDsHITFry+3240rcx/BwZlgQ0NY3t7cyfYdp3n8kY/R2Ohlx44dhMNhduzYgQGoKoJnnnmO6uoq3G53UmvpnTdcQuPpXRhMjrSrTXabmeJM8HbDo8/v4PO3jz1eRZIkOjo6WLVqVdLPLBYLVVVVVFVVAeeg7MiRIxw9enSiU+R9pg8MhMX9YOvXr0+snC1evJhLL7000c4wEsouxA9WXFyc0g82moqLi9NObOzt7aW3txdVVampqcFbXYwpquDwhzD3BSjq1sMNElCWaUPK0qEs4Qdzpt/ypnb340vhBzufzP1BIs6MMatNmkEk6MwgZLeR29VLT3YuIZsde0gC3wA5PT3k9fSgAv0GI1qmC8luR7LbsUQimNDeGz/Y+fZFkzDIMmXNzed9nQDkdXeT193N6epqYiYTjbFZGC0RDJYIgtGPw+rX/34EEDOIKfZzUPZe+sFGkWjW54NFgmmc/0EoE0QFCOALlSEKKkZDCEHwYTP0YjeSEsouxA8WDfel9oOdT+nOBxuEMkUz4aKDlcsuOf/rJzShf0J1dnZis9l44403CIVCiXvkjMEgCEmShlVpurq6LrhTJJUf7HyqrKykv7+f/v7+875uKJTNmDGDjo4OfvSjHyXe8549e9i5cyeCICRBmdFopLm5mYULFyb93mAsyssNJ3jm1CGO9XZQaMvggaXXsMJZyKNH/phWRaPR18+n31iD0tZJGfDZy1YnACyV1tWd5qcH9nDl9Bous2eydcsW7r333sRzyv4TJ1isKGx94QUOrF9PZWUlBaWl7DhRy4fmzMbr9eJyuQgg0uEPcEnFuRld+zwtTCnIIcdhZ9/ZZiblZ5PnctDX2U5QsFKSm8XeU02U5LpwF+Xw3UdfIxKTaW8bQNQECCsYFTCi4HKotLWKGCMKSgzEmIwYjaLGNLJjQfpMGWQj4cdOX5dIRjiEMMlKRMrn7k9eSWtrMx6Ph7P1x6k78//Ze+8wN+7zXPuewQz6AtjeuLtg771IoihRlZKsYsm0ZRVbsaPEJUeJj+NynGI7cezElh0nOY5tuUS2bFmOLUtW7xIpySIpUmzLsixLEtjeF1h0TDt/zAIEdrFcgNL3RUr2uS5eurS7AwwGA8zcv+d93vcQL78k0NDQkPO+eNjxxl4A7v/JHv7+b17j4ksW8LG7NzN7Tg26bvBv//wszz51gDvvupi7Pm4CSm62SVE0vv5Xv6P9WC9/+08fxGaXSSYVAFT1rIMbDAYpKyujvLwciySiqZPd3RXLm3j2+UNEowZr165l9+7dzJ49m+uvv56duw7w9As7CQaDnDx5HDAXKjJlpX6/n+oKLxVug44BhXAkgbeIBe6RkRGUdJJm/1x+8eQe5jVVs2XjonNuU8p8sAyU9fb2Zo/ZjN49+m8BYbl5sKlWziZC2eDgIF6vl+PHjxddvlhKHiyjzIek1I6NCUMj5jVvQkM1XjAM5JSCayyBM5LAGsqHMtEwiEsCclItqnwRo/g8WEZySsGl6fS6Sp8PlnC6iDtdxF1uqKphWNdxJOJZKCsfGaFyZAQdSI7P6xIMA0HXMMTp26+ezYMV35RkQdchJFVFVpSi/l4XBDqam4molRgJGUWVUWJuoIKUpGahzJCiuOxRAJQ0yFZQkiBa0uNu2LnfG0spebDMNnbz/NWUEoY0y0lUFTTdjoaAormAKtIxHdmSmAxlhglmiiogWxLjIDadU2fgLTYPNi7RUHDIOmMlALVMYiYPNqMZTaHMNautrY1QKJStzPD5fHk3kblQlkqlUFUVXdeLLl8sNg82cZuTJ08W/fcul4vq6mpuv/12Zs+ezezZZgMIRVHo6urKZmNyoayiogJN05BlOVu+GBgb5RfH9vFweysRJc2i8mq+dsHVfHDuMpyyNTsf9FzfKbph8Ou2g3zzzVcRRZG/qJvNQOz0OTs2vtEZ5C9ffIa19Y3832uu5ze/eoj6+vrsP6Ouji+cOcNXLrqIFQ5HFjKPHj3KtYDt4F6OKwq1tbW8ceQoGAbrmhsBUDWd/R093LhyEZqus/9MD9esnE8kEsWiJimrbDa7ZLZ3c8ky87hF4incdiuhWBwjoSGqBlZEvDYViwUigzpCyvy5Ja0gpFVQNEK6RJUeZsjmpdyIM2Y4cVSat5SHDo7wkx/u5uvfvJUrrriCdDo97sa0cfrUGd54YwdvvPEGhg6KArIMfn8569Yt5vlnj7DjDz/hyi3LkSwizz1zkNvu3MjH7t6cdZ0y3Qdl2co/fOl37Hr9BH/+xfdx6ZVLCh5zwzCy3QcFQUCyiCg5pYoZrVhulrIfPNRJba3rbB6sspJrtlzGv/6slSXLV3DHLauy51luZ0zT/dLRdJ0nnt/NR7ZeWjBDmKvMZ/PuW7fQGdrGN37yPM315SyaPbkBSO42kiSd13wwZwnZ/Bn9f6//FhDW29tb0G2aqpyhpaWFZcvMKfEbNmxg3bp19PX15TllyWRy0vP4/X5UVT2vPFgsFit6m7krlqFUePNBShBQ7FZCdms+lEUSuMJxPCNRrLpBWWsHSVEg5XMR9ziIeRwFocx+Xnkws3wx7i4BwqJxcz6YPf95DFEk7nIXhDL36DCGAbWhHnQgjARuLwmrk6TVURDKzjcPtun114t+LX11daTsdrShiaAjYKj5UJYehzLJFQPSyPY4sj2OkgIMF2rajqbYC0KZ9HbyYHrxH2ldjAGF5oOJKJqrAJTFscshLKKBTehENyCatGCx+1AMJwoOjInli28nD1bKNjPzwWY0oykVDAYZHR2d5DZlgCwXyjJAtmLFCiwWC5/61KeIx+N55YsDAwOToEySpPPOg53PwubEFX1ZlidBWaZhQeb1vfbaa7z22mukXHZOWhQGHRaumL+Qjy7fwNrqxrwb5kAggMfjwTdFTqc9NMxfvfY8e/q62djQzDcvvYanHnyI5ubmKec2HR7o55PPPM4cXwU/vf5mJAQ6OzvzcjoPHjiA22bjg+vW4bJaWb16Nbquc/N9/0GtoXNlpbl43NPTAz09bEXg4KuvEPb7UZ1uYqkU6/yzONk7RCSZYu3sWexuNfNni+bP5UzfCKFogtXzTXDrGx4DBMocNuLJBIIOWkrF61MwDIPQoICR1hEUFUsqhZ5WQNHxGgmGbR6qUiaIVShxXOVe0gkD2bDSeqCDv/j0A1RVuwmH4vT3jREOm9/tVVUelq6soKZeYmj4zHi8o4PhUCfve38t0YiPvbsPMzKkc+vtF3H3Jy7LvjeqqtLZ2cnq1Wv4x795hJ2vHeeeL1zHjR88WwWhpM24iNVmXg+Hh4eJ5nQflCRLQSesvs5LVZWb1kOdLJzvyDvfZNnConl1HDnWS2XllVRWVmY7Y2byfrt37yaRSNBcqXL6yHb+ObAnb5GjqqpqEpQFAgHcbje1NdX841/cyMe/8iu++oNnePCf7kKWCp9HwWCQpqYmJKm4631mPtjq1YWbiszov07/LSAs8wU+nduUC2Xl5eU4HA4efvjhrFO2YcMGNm7ciK7rBaHM7/fT2dlZch7s4MGDRb8Wn89HmSjRO122KwfKVFnCOxKlq6UO0TBwRuNYw1HqR0w3JikKpH1OYh4HcY+DlMOK67zyYPGCebBzyTIaZlSafj5YFsqcLjyjI4w5PcScXhypGEY0jC86TDnDeVCWtDpJWB1YdO0dy4OdS4HxL2MtNZ3bdhbKLNY0qpgmOVyLZEubTpklhsNjQnkhKDufPJjLq6MXyoNNtYeiit1mEEsV8/6L40AGgjVEWG0ARGQhjkAYB8O4xGF0A2JJC6LdOw5lzvPKg8lT5cHOISsz88FmNKNCMgyDt956qyjQyZQFnjp1itWrV/P6668zNHR2EPHixYsBSCQSeU5Af3//O5oHm26bVCo17XwwWZbx+/04airZd+wo6C4OVNsxRsI0pVWWRQ0YS0P/Ifa2DzI8/hqbm5tNpywQYN68eZNumtOaxg8PvMn39+/CIct8e/N1fHDBUuLxOIODg9n5oBN1anSYjz35KF67nZ/f9AG848+haVr2OHSFwzx74gS3r1iBK+e7bE9XD21jUT52/RaaknGOHz/OXXfdxVceeYpGi0FPTw9tbW0AvF8SGD60l9OiDY+osXZOIw8/ugfVgE2rlzE8vpha43Ojajod/SHcVhmrZMHitBNPJ8AAn88gFhFwRmPYUilCug1V0SGtcXWijT9Y5+BJRRi2lVGVCjFk8zG3SiA0BHpax22TSSbThMMJfD4Xc+bWsmRZIytWttA4qxxBEIjH43z7299m8+bNtLS05JTDdrFomQ4ICNJpXnpJp6WlhebmZvr7+1FVlb07evnDti4+/blruOlD+c0m0uMQJssmxOTmwcB0MEWxcJfLFcubaG3tZP0aa3ZhIaNlixv47eNvkUop2GxnBz1n8n6HDx+mpqYGi2cBL7+6m/df0UxHR0e2CYvL5coCWSZTFgwG8fv95uN4nfyfj1/JX37nMX797F7uunFy+WwikZgyDzaVenp6UBRlplLkXaj/FhD2ox/9CI/Hc17zwTL/wFzJyy1fzECZYRj09/dTW1vLoUOHsNvtBZ2yiaqvr8dms5VciggQLwWOxky3KVLuxhBFQlXjTlnadMrOQtl4+aIoYAiQEAUkVUOTLEU5SMXmwTISNQ2fpjFcUbjjUSHZUkkzD2Z3k7C5zFyYp4aQrmNXEthTMZgAZYkc90UwNAxh+vJFqxFH1DSapsmD5Sro91M5NEREL95t0S0xRNWBoVpRVOtZp8ySW76YA2VpkGTQEjZSsoKhSExXvihaFSQJ4sXkwcYlWc0LsaoVD0eSJWHmwQwXIJr/lapJqTqykEAW4hiEcTCCSxzBMEDTBRQNJEsKxbBgCNODpVBsHizz94aOTGJmPtiMZlRAg4ODuFyukq5DGcfg2LFjdHd3ZxcSvV5v3k1kLpTFYjF0XSeZTJZUvlhMHmziNh0dHQXdJlXXOTY6yL7Bbt4a6GLvQDd9kTB39Kc46ZWxVjfw4Y2Xcb1/ERaDvPLFPXv2sGvXLsCc8RmPx7HZbCQSCRwOh9k1MXCSe3e/xunwKDfOXcRXLrqCaqe5QDXxRj9XRwb7uevxRxBFgV/ctJU6t7lglnlPWlpaGE0k+Pijj2KXZT6+Zk3e9r/e34rHZuN9ixby1OOP4fF4cFVVszuu8sWrLuHujesIhUL8w0OPkgyNMDw4QDgc5hon/OqnPyKWSJJGQtbT2ZljiqLRMxRGUTUiaR2f1YZVsiA67SRTMco8Bn0dEBdsCChUKGMIapphw8osLcQHEwf5pWs9Hxjby6OetcyxjiI5GlHjEulwHJvXRTqU5Ivf+BD+uTUF38vM6587dy5NTU1Tlpa++eab7NixA0EQcI93i2w71MnH/9dl3PLhC6Y8V3LLF8vKyqioqABMSPN6C99jrVjWxCvb2mhvPz3J1Vy+uJGHHtnNsfZ+Vi6dlbddxm1as2YNi5ev4oHf78fmnc9nP/yhrFOWWbQ4etRsmOJwOEgkzGtxpjPmxlVzuHTtXO5/bBfXbFxMbWX+4mopebCMcjN0M3p36T0PYZk8WKHug1OpvLwcr9fLH/7wh7yfq6o6CcoycxaWLFlirpKsWMHy5cvznLJgMDhl+SKUvsqXMDRSjuJX9MWRCCM2S77bJAgoNishmzUHylSc0TiuSBzvSAQBmHekg5QokPS6iJc5iJU5SNmtk26A31YezFHCNonC88EMUZwCyuI4o2b5olcfwGMMEFEtiFbv+PwoR0EoW9jZikXTSsqDBVtaiKiVkCjutQgWFZsDkqGJjo6AockocRklng9lkjOOIKSQnCkk54DplKkOtKQVLWkrCGVvLw9W/HmmqmOoqgXkiSBlAlkGykZyoMwump0xy+nCMCCStGCxe0kzXr444b15O3mwmQvMjGY0WZnrz/m4TZkwf0bhcJjW1lZaW1uBfChbvnw5oihy9913k0gk8soX+/v7C0LZ+ebBbrvttkm/C6eTXPTwD4ir5nd6rcPNuppGllbPZrDjTb587QdYuii/4UEGJoFs1CAQCGTnRu3Zs4c9e/bgqazglKjRqiZwVlfxs2u3cnnznLzHCgaDyLKc59AZhsETJ47x5Vdfpsxm5cH3f4jZvrNjZALjHRtTwN2//z1dY2M8sHUrzTklkMOxOC8cP8kda1ZikywEAgHmzp3LC23tAFw8x/ze83i8vDGa5KrFK/jMLVez5e9/wIX1HuZUOTl8+DBOQedHP/oRNpud9T6V4MmjREfrAQNdg0gkiddqxSZb8FbLWCwpwsPmJJKYYKNaG6XTUsa8dB8/c10IQJM6ylXxNh71rGWZb5hBGuk7EWXBkhaOH+lBrHTzhT/7Bfd+/6PMnjc54xQIBJBleVK2qVBpaQbKdu7chWHAwjVwMvgqP/7x8ez7mHExLRbzGqVp+qQ8GICS1rBaC9/+zppVjiQZjIwMsXLl8rzfLV1k7uehtu5JENbd3Z3t2OifVYl/ViXbdp1g63WrJ3XGDIVCBAIB9u7dS3d3N4cPHzbfI6cTv9/P1StrOXzsNJ/82q/56z+9hg3LcoZ4n2cerKamZiYP9i7Uex7CpsqDnUvFwpGqqgSDQYLBIDabjcrKSh566CGamprw+/2sX7+eiy66CMMwJpUvZjpQDQ4OlpQHm1MoD3YOiapGeVpjqK7i3H8oCCgLi6slAAAgAElEQVQ2mbDNS8puwzcSobehBl0UccXiyGNR6kfN8sWUKJDyOImVOU0oc1hxnk8eLFY4D3YuGcOjRJl+PlgulNnHRkhKLqJyBTYtjq6EcOsjuAXTjZkIZQA9DQ3nlwcbLr5EzmIbh6NiyhfHoUyQVERrimRXJRa7isWRRpcS2CvN418IypL6O5kHm3ILXA6NpF5hDn87p0wo0w0LTssIYb0W3bBizThlxgiu8fcmOl6+mIGyt5MHm27+z4xm9D9RgUDgvN2m6eaDZaDs6NGjrFixgj179tDZ2Zm9KV40Dj0ZKMuAWV9fH1VVVSXnwTILLYVcAK/Vzp8sWc88XyVrq2fR4CpDEAS2b9/Oa4LA3GmcA0mSaGlpoaWlhcHBQdLpNBuuvpLf79lJT/8gtYrOlQYw2sPx8Auk/GcHLjvGG2jkOiddY2N8+dWX2B48w6raer5/7Q00lJ1tUKSqKl1dXSxduZI7fvtbTo+O8r0bbmDDrPyb+0cOHUHRdW5btZyhoSFisRjNzc18dXcryxtqWVRXDUD7wDBjiRTrZ8/i9MAIvbE0q1evZnGZhcOHD9PnaOCTW9Zz5NgJRo4c48yRfZwBtsyCkYTE6JjIWERF1e34KjUMwyA6DBgGTelhuu2VNMSGCDpquCp2HEWDq5PHeaxsNTZdwdtgpSeus3bjEjZes5x7/+p3fPxTl/PT77/M9771DN/9yccnHfNAIEBTU9OUGbqMMlBWUV7D9u2vER6U+eQ9H6R/oCebxco0Yamrq6Ompp7yGoNUOsXIyEheHgxMJ2wqCCv3ufB5zPN+4nnm8zjxN1Wy92CAj3ww34Gb6DZdftECHnhkFyOhGBW+s52eBUGgvLyc8vJyzpw5QygU4o//+I+zn48zZ85w9OhRLmgAVY/ys58/yItNzdx5yxW0NDVkj9lMHuy/h97zEFZsHixXfr+fWCzG4OBgSdt0dXVlh0m++uqreU6Z3+9n3bp1eVBWXV3NmTNn8iznc8nn8+EpJg+WI2d0fD5YWfE3ra6oeaM75vWgyRLhCnPVTU6nTacsA2UhEx5TooAgWVAFzPZ4hlEUJIojxeXBsjIMKoxS54MpOEWdkMVFavwf1mqiho5NTxSEsoQmYkgikqqStNmwF9HJK5sHS5bgNtlS5nwwpYT5YFoENQQoVlTFihpxAl5UScPiSCM60hg5UKamQJRBV22oRXZfLC0PZkqyJBAFUIwSHCrRPM8U3OjIplNmrSZl6MhGAqsQRyeMKwfKFF1AE0FEQUAurrSUOAr2mTzYjGY0QaXkwTLKuE2lVJdk8mAnT57kxIkTWafM4/HklS9moCyZTBIOm7OuYrFYSeWL58qD/eXqyTOWMp30zjUfLFcpVeX4qXZGnDY+svMF3LKVT11zFXctXsnowGC2+mXv3r3ZJiTV1dUMDg5SV1dHJBrld6dO8J1dZqXNVy+5nI8uX4VlwnUw45z8KhgkqGn85Oab2TTBzY+kUjzw1n4uaJ7FvKrKbMfGqM3BycFhvn7j1dm/3RMwS+vX+Rs52TsMwLy6SgJHDmAIIqM4WLVqFfUtc/nnV7v54gc2cqztBMM93XhtaeoazByVoiZAN9CSBnY7eEZGGXCUU50IM+SsYGGki5ddSxAwUKw2dttnsyV2hID/QsL9Ond85hLu+/azNLZUsmx1C/FYmjUX5LuGYHbgzMwHK1bf/+7vES3wvhsvYfGSBSxessDc55wmLMFgkMOHD7JkPew//BynO837CcMwsp0xlbSKPAWE+XxOfF4dQRALuk1rV7Xw1POtqKqGlNM4IxgM5nUfvPzCBfzs4Z28trudm7esnPQ4uQ5dxilbvXp1nlN2+vQZjh47gRo6zQM/O41staGkU8ybN4/+/n5qamqm7b44kwd7d+s9D2H33XcfXq+3JLcpkwcrVjabjbq6Ol577bW8n+c6Za+++ioWiyULZQsXLkSSJObPn88Xv/hF+vv788oXC0HZ28mDJVwlzgeTJs8HU6xWwhXWCVCWwBWL4xkNIwJz24OkBIFUmYu420nM5SRlt02CMlHTKNc0hisqi96vTB4saSv+Rt+eHgdFy4RtBHFKKLPqw2AYbLvySrZffjl1fX34AwFaAgFaOjqwFygtPZ88mCHGMFQHJc0H84ISdpFfJClgqBJqRIIJUGZxJRFtKURrCndlN0oa0J2oigMtPXX3RSgtDyZn82DFn5uykCCRFtGliRAqouAqCGV2YRgRqKAbQ4do2oJgM13MQuWLmTzYposvLnq/ZjSj/ynK5MH+/2iWUWg+2NjYGIcOHcqW9+VCWebm+8477ySZTOaVL/b19U1ZvtjZ2Tmtc5JRppNebvfBqdQZCfOfba08fWgflydTdHpsfH7dJm5fvJLK8ZJ6z7hTlnnsnh7Tick0Xsi81hGLyLUV5dxy4UWsmb9oEoAB7G9rwwACus4DH/wgawvc8H//jTcZjMb4wQduAs5mmx4+0o7bZuX6pQuzf/tWoIt6bxmN5V6Cg6brqWq62fzD5iKtme6ONQMOso3gmIW+pI90VIVYnEqbRoVLpa5aQ7CKrNgMarqaqgGFscEKyrvinKCJjbFT2JQUe6zNGMBl1iCPui7DaXOj63DicDf3/M2N/P43u7HaJG7YOnl+Y6nZppeeaaW9/RQtC2HT5rV5v8s0Yck81vDQGJ/8yL9w1Y3ziCbMktqnn36ap59+mrq6OqrqYsBYNu+XK6/Hgc+jY7P5CrpNyxc38siT+zh5ZoDF883FAE3T6OjoYE1Olm9OcxVNDeVs23WiIISNjIwQiUQmldHnOmWrV69mK7Bz33F+9tsXsMVDVDmhvb2d9vZ2HA5H1o31+/0FoWwmD/bu1nsawjJ5sFK6D06VBzuXmpubEUVx2otS5oPY0dGBpmk0Njby0EMPUVdXh9/vZ+3atVx44YXZRh8Toewdy4OdS4ZBVVolUl647W6uMlAWdzvwjYYZrKxEsVpxxuPIkQh1Y+PliwWg7GwerPiBy5k8WMJaPBw4UnHShoAiTFPylwNl3sgoaUNA1OqQpATWdAe7N2xg58aNYBjU9/bSEgiYYNbRgTWVOr88mLNQHmxqWawpcz5Yopjui+NQJupIrhTR4ToskoLFmgQhjqNs3IVSAC0fyizWxDuYB5tKBqIRQ5c9ZqjgnDKhTDOsuMRhIno1qmFHFuLoRpgyYwQ34+WLaQviOJSlcSCTnJkPNqMZTaF3Mg823TZ9fX3TNqzKhbJFixbR3t7OsWPHsjeSCxeaUJGBstzyRYfDQU1NDbfffnvR+9XV1ZXXfXCiouk02ztP88iJI2zvPI0gCNxo9QIhvv+hj1JdNXVTKUmSaG5uprm5mfDYGANDQ7xQZqPZEFjvKCMxPMzLTz7Fy08+RU1NTRYSWlpa6IjFeHn/fmRJ4oEPf5glNZMbV5wcGuaBt/bzoZXLWNlQl3VOympqefH4KT5z2Uac1rMLXKcGRlhUb5Ym2sZBKxqNmeMEymeRDo+3bR9ffE2lVc70jmCzSDisEumUnb6RFFbBhiBE6ArawBBxORRcPoOGWSKsttOSVBkZXM5ov0FjZz8bA2/SumwpAFdet5FHf/kGHp+TdZcs4Iffe4mrr1+Jr3zyfcBUebBC6u4Y5nv3PsOKjXZqajzTZptsNitjIwLV5XOIJftYsmQJGzZsyN5zVVUrRBMnuPfee6mrq8tCTAZUXC4DA3fBx16+2OyWeOhodxbCcvNgGQmCwGUXLOChx3cTi6dwOfOv66VA6EVrFrJ62Rz+9Ye/ID7SxfGxarZeNg+rYY6OyHTGdDgcec5zTU0NwWBwJg/2LtZ7GsJ6e3ux2WyEQqGiyxkyH7JSL0qZ+u1SthkcHOTEiROcOHGC1157Lc8py4UygL6+Pspra9DcTiyqjiZPv9InakXmwXJkj5vzwUqb9WWSR7SsjJTdzpjXC/X1SIqCMx7HGY8j5UBZWhAwZAkds6FFseWLejYPVnz5nhQrtZOehtuukUr6SKoOVNXBQe+VENGxSCkkKYEtFWDPhg3sGoeyyqEhUnY7xpgAgl5U6/ji82D52xg66MniX7/FkSYVB121o6t2lKTZSSkVUZCsyYJQJopgYMUipsdBbLpjV0oebHy/SCFbDOJ6aa3pAdK4ULGTHnfKkrnli8Z4+eI4lKU1AUOamQ82oxkVUiAQIBaLoRTZgAjMa2QxebCMMl2Fd+/eXfRzZOaDtbe35zllZWVleTeRuVA2MjICmOWSuq4jFrHwmNt9MKOBeJRdPZ1s6zjN02eOk9Y0apwu/nzNRdy2aAU7nnuBTk+Uqsriqjh2dXfyeutBQhaBi5at4G8u3ky5w4GmaXklcvv3788eozGLhQpNY5bfT4trMqAYhsHXXtiGyyrzuc1m19fh4WFisRitgyGay73cvfGsGxRLpekaDbNxnpmLlcadwoG+HgAsLh/pYfP4ZZywUDRBLJFGEzSqXU5Ui0iZ206ZL2UueCluYkNJytxezrRFqai0IRgR7GUi1ZUq3iYrrGuiNTULTTOQUjpVjR52bjvGbX+6mReeOoiS1vjA7RdO+d4UkwczDINvf+1xZFnA7lKLgpZMY45EMko0GmXOnDnZvN/mzZu55vJvcPPWpSxZXj6ptNTn8yEIkEgqBZ2y6soy6mq8HGrr5tb3mw7fVG7T6qWz+OXv3+TwiV4uWJW/34Hx+WCVRZ5ndqtMuV3FU9/A8YTMdx8+zLqlzXzmjjvYf/QUv3niVT5wqZ++vl6OHTsGmFCWSqVYu3btNI8+o/8qvachLHPib9myhUsvvbTocobzzYOVOh8sUxefUa5TloGyhoYG/H4/8+bNwyaIEEuycP9pQrKIVlFGvMxJvMxREMqckfPPg8VK6nIYN90uWz5QqLLMmNdbEMrKwmb5YktXkDQCKZeLhMNJ3OEyH2ciNBkGleebBxOLd9usegJBAFWdWFYnoqkONNXBAd9VeVCmi+bFy+aJYi2LkogKSLjQknbUtBX0ye/NeefBwpQ0HwxrCkGZvGJn6DJKUp4EZZItgUWOA2m8zg4UVcDAiaI5UTVHQSh7e3mwEhpsCHFUTUCd5Grmly8m88oXR4ikRGy24mF3RjP6nyDDMNi7dy8ul4svfOELDA4OZq+PGTibKJfLRU1NTUnVJe/kfLBIJJLtFAfgdruzQLZ0qem2PPHEEzz33HPZm2q/3099fX1BKAsEAlTV1vBid4BdPR3s7OnkdNj8Pi+z2rh14XJunLuItbWNSKKYdZvmzp07bdZmLJXkmzte59FDB7ldUVm+dg0fvera7O8tFkvWKQPz+v/cvn38fNs2mlUVUdPoCQT4zne+Q01NTZ4bs72ji10dnfzdliuocDryjtWRaJrv3nEDtpxSuScPtpFUVN63wszcnR4wX6M6NoosyyhON4o6BIBkEREEGAxFs/+PRUBRVTzlLuxSmJQqMRpKUV3nYbhrlJoGLwMdI8yaVcNcfy0HdpwkHB6jYY6TpgUuVHkURIEnn/kd626wYLh62PlqNxdc2sSs5smLxPF4vOhZV7vfOMnR1i7u/sxGjrW/URKERePmccjdRlN1NA3KyqrYPA64uZ0x9+3bh2GAKPRx7733Ultbm+diOhwOli9uYG9rB4ZhIAjClG7T8oWNeNx2fvPUW3kQljnP/H7/tOdZRolEgr6+Pi677DI+8SebePSVVn766E7u+ttfYhjgcri447YPIQgCoVCIYDDIkSNHOHny5EylyLtY72kIu++++ygvL2f79u0FV84mljPoun5eebD6+vpJebBzqa6uDpvNVlT5YmdnJ52dnYyNjdHS0kJ3cy2yomKMhqkcCFPZb4aXQ7KIXl5mDlwuc6DJEs6xxHnkwcIF82DnkjUcIe2a3m3KQFnU7cYTDjPq8ZG0OXEmY1iiEWpi405ZASjL5sFKKEW0p80b/Ul5sHPIpsXRDVDV6Y7ZWSg7I9RgT2hoiTos1iSaGsY+DmSGQUEoe+fyYOfYQ6uKJEM8Pv37n4EyEJDtcSLRekRBQ5ISGERx2cwbMlUFHVcelL2zebBzSIkQViRwTHfMMlDmwCUOc90VG4t/jhnN6H+IBgcHcTqdbN++PRvMX7FiRTYflQtlwWAwr4NcqUBlGMakPNi51NLSQjgcZnR09Jx/F41Gs1DW3NxMX18fn//857P7nGlvb7Va86CsrLKSf3vrDZRgkDanhT0vP4lbtrKhfha3LVrOhQ3NLK2smZTVyrhN58rP6IbBs6dO8LXXtjGUiPPxWX600SNctnLVOV/LtkCAz+/Ygb+2lqsaG9n9xhvceeed9Pb2EgwGOXDgwNnGGxaJLQ4XK60WYrEYLpeLYyfbSSCwYcFcNs+fnX1cwzD4ze5DLK6vYXmj2Qb+QKAHj8PG6EA/TU1NPN87gr+2PLv/oiDgsMnYZAtVlWX09YZobPDR1znM4mqdniELdS0VdJ4awj+7io6T/cyeV8NwV4jnTw3Q2FzBZZsW0tcxzJ4XT7P6GhkxVc2po4MsWFlBX98A9bPTQAf33ntvnrtZW1tbdCmeYRg88ONXqWvwUdsoc6y9uGxTBsJi8VHcbnd2PhjkDHK2nl08ze2M2dbWRnhMo3fAyR0fXkZgvJV8ximrra2lwunEYoQ5E+yjpalmyu6DToeVuz5wAf/+i1fZe7iDtctMIB8dHS2YBzuXco+ZJFm4dctqrr14MT977E1+/exeNq87O1jc5/Ph8/mIRCKcPHlyJg/2LtZ7FsJ0Xc/mwaZaOZsIZT09Pfh8Pg4fPowoikWVWxSbB8tV5oul1I6NCV0jXOExYaeukmHdwBFP4orGTSgbDFMxYEJZWBaxaQYxSUTUdLRiMmGGQVVaKSoPlpGcVnDpOv0l1BM7Eub45JjTQ9zpIlLmhWrTuXIk4pOgTEFAH69t10Sx6PJFRzqGUkweLEfCWIgoFqB4t8nt0dDTbtKKfXwWl4/okIFFThWEsmRcwOaEdEwAQQNj+tJSizVdZB7srETHeMljuvT5YKrqBATSigeoJZVUkKREQSgzgLQiYBHSaNiYHixLyYONvxYUHFYdVaqiOL8ZrJiu5swq34xmNFmZa9aBAwcIhUK88cYbiKKYzSgXgjJd11EUhbGxsaKfx+/309vbO20ebOI2p06dKvrvMw7dlVdeybJly7JNPaLRaB5IZqBMFQVGLQLVhsEFLXP560suYXlNPdI018nMMSv0nRJKJni47QgPHjpAx1iYJVXV/PSGW+h8ay8Hpsk2vXL6NP/rySdZWlPD/bfcwhMPP0xdXR3z5s1j3rx5XHLJJWiaRk9PD794ZTtjwSBNyRiPPPIIYJZvDgwNEcXCZy/Nb43e2tXH8b5BvnrTldmb8IPBXlbNqmag9yiLFl9G2/4DfOQys2nEqZ5hNN1g9fxG/FXl/OtvXuWzt17Kvz/0OhuWVCLqUazuCo63DbFgYS3tR3tZuLiB9sPdzJlTzUVXLCJ4YoDnnjqIzS6z/opmDHpp2zNMaFDlK9+6lW98+VEcThef+MuLswvhJ06cAMyFbYfDgSiK2fuwqUpLd752gvZjvXz+KzfR2Xkor/vguSRaBMAgkRpl8ZIFeW5TBsIKtahPJBL09/eDUEciKXLppZdy6aWXTiotDQY7WDFX5ZcP/Jjy8nIURUGSJOLx+KT9+8A1q/jt0/u471ev8+N/vANBEM55nk2lYDCY7cidkcdl5zN3buauG9djt05e8AyMzwdzFSh5ndG7Q+9ZCMvkwSbCUe7KGZhQllmFybTH3bRpE+vXr59UvlgIyt5OHiwajRa9zdyVy1HKJ8wHEwUSbgcJt+MslCWS5syu0VE8io5dN/AcOk1YEtHKy4i5ncTdjoJO13nlwWKm2xQvAcKc8Tg6k+eDqZJMpMxbAMriuMZCIEDDSBeKITCCjMXrI2F1kpbtBaFMikZQS82DOcbzYEW+FosljSRBPDYRdAS0KaAMwQRlqyuO7IyTjIIFN1rKhpq2TVG+mDzvPFjJ88GMyfPBdEMmrchZKEsmFeRxKLNaI8iSgZ0giiqgiy4Uw4miOwpCWSYPligpD2bmDkuZDyYLcQxjJg82oxkVUjAYnDQfTNd1enp66OnpYceOHZOgbN68eYiiyOc+9zmGhobyyhcLXc/OJw9WVVWF2+0uaWEzs5I/cUXf7XbnQdkrJ9v45xefpiqpslABRUkRO3qc59rPcLS5Oa98sVAWKRAIUFZWRnm56RqFkgleDpzmxdPtbA8GSGkq6+ob+cJFm7h27gIkUeQP02Sb9nR1cc+TT7K4upoHtm7FYbHQ2dk5KadjsVhIO1082D/CTWvX81fXXkVvby+BQIDWI0cRDINqVH790x9TXV2dfS2/OXwap1XmhpXm/c1YIkl7/zCXN80l1Au6vQxV01k124TEg6fMnNjKOQ387pUDyJKFrVet4sntR7CJcdDhyJko79uygmeeb2X5qlkcPdDF6g1zCA+M8eyzrbjddi6/YQVaUmVg+ChlPqhqqueWu5bQ0xOiMzDE//naLaxYsZwVK1YAZqlp5lw6ePAguq7zH//xH9hsNpqbm7PnYF1d3TicGfzix9tpaKrgsquX8u3vPJ3XffBcMgywO0HT05POGUWZGsIyC+eC6MYw4nnvTW5paTqt8JFPfY9Vi32A+bnYsWMHO3bsmNSExel08se3buSbP3ye1/e0c+mG+QQCAVwuV9F5MDDPzUzp70SVeyZfNzPxl1Wrzu3Qzui/Vu9ZCMt8gU/nNkWjUY4cOcKRI0eQZZkFCxbwzDPPZL/AFiww50ykUik6OjqyXxK9vb3Z8sVS82AtLS2T8mDnUnY+2HSt6UWBhMtBwuXA7bAhnO6mt64Gi2Ggh0apGgpTMTjulEkimq+MWNlZKMvkweKl5MGihfNg55IQGmPUMv18sCyUuT3MjoSJ2MuI29w40nHc8TFcYwMA41AmYfGWZ6FM0tR3MA82tSTJhIPp3aazUGb3qKhKlPRINRZ7ClWNYPOZThlAInIWyrS0DUO3nH8eTC3cwangHooqdrtBPDH96zfGoUw3JGy2CJF0LSCYWS81itsaBQuomoAmmKWBiu5Ew4Yslg5UU+fBzrHN+HywmTzYjGaUL8Mw2LNnz7TXx1woO3jwIF/4whd48803CYfD+MfbyK9bZzYfyIWyYDBIJBKhsbHxHcuDTbdNOp2e0m0yDIOfH9nH13duY251JV+75mZefexJotEomzdvzu7zyy+/DJjli80ToCxT8VLf3MQvDh3gxdPt7OruRDMMal1ubl2yjNuWLGdJ9dlOhrFY7Jyzrt7s7OQTjz/OLK+X+z/wAcpsNjo6OiZ10gNQdZ2/e/4VHLLMFy7bhMViYdasWcyaNYtnj5/CClx3002kYzGCwSCtra289dZb2IAb7Q62v/Qifr+ftpBZIVFOmqgk0REx711W+M1Ofq1neqn0OGmo9HDwZA+L/bWk0yqBnmFW1liR8KFoCjdtWcHIcJQTp/q58/aL+NWvd1JR4eKGreuIjMTYvq0NTdO4+HIR2eKhK5TgJ997CYCqmjI2X7Uk7/WVlZWxfPly5s2bx759+9i4cSN1dXWTXMwMlOmKg4GBPj792ffT199b8JhNJV3X8VaePXdylVY0AGSpMIRLkoRqOIH4pN9nZLXKtDQ3c7wjwlUbypEkiRtvvDH7+chtwlJTU0NzcwtL/XZ++uvtbFwzh2AweN55sGLV29s7Mx/sPaD3LIT98Ic/xOfzndd8sKmcMr/fz9VXm8MPU6kUXV1d1NfXs3///qLLFzN5sFJKETMrNaV1LDTdpnCFz4Sd6kpGDQN7IokrFjehbDhMxdBZKJN0iItCsRViQPF5sIxETcOnq4z6SpgPljbzYCM2NzGHl5jDC956LJqCPR3HkY7jikdw50BZHBEE0ARL0eWLxefBzkqSEiQTQkluk2FEMcZbwpvw5iUWN7BY02bDDm0sH8qiYHeBGrORFnXQpwexTB4sUUQeLCOLdXw+WIkQahiQ1ssAkbTuMfc5qSCJCRPKtHwoE0QRRRMQBQ0diWJycYYyVmQeLCNzPtjFF8/kwWY0o4kaGhoqeT5Y5jp06NAhurq62LFjB4Ig5DllE6EslUphGEa2c2Ex8vv9ReXBJu5bR0dHQbcppal8+Q8v8dvjh7i6ZR7/cvn12EWRzs5O1q1bx9KlS7NNPaLRaLYCJhfKZFlGLHOTisV45MwpDvR3Mqeikk+uWc/Vc+axoqYOscA1plC2SdE0Xj51il+1trKjowO/z8fPt26lwpHfYCPXoTEMg7999iV2dXTyjeuuoiqnfKw7NEZfdzfNspX1q1YhCAKbNm1C0zS++9hz7Dx4iPfV1GShDOCGMom+4GkqKio4dKaLpiovleMNvA6e7mHFnAZSikpboJ87tqzhUHsvGAZKIoThqMVmjbFgdg09vSEWzavj7o9dwvKljfzu92/x+NMH2HLVMn7x60/z9FNv0tm9i2NHw+gWH1ffvJpYKM4VW5ajawaGxZgEGpljtnDhQpqbm1m+fDlgOmW51UnDw8Os3ARvHXyW46fNBlNWq7WozpiqquOpBIvFOsltEsavR0aBO6FMx8ZgtwVdP/ed0uIF9ez5zWk661VWrVpFU1MTTU1NeaWlmfPs4MEDNJaZae/vfPdfSSWi2Gy2bN5vOmXylqUAVaHzbEbvPr0nISyTByvVbfL5fOzYsSPv57lOGZi157kumSiKrF27lmXLlhV0yibqfFf5ErpOyl7CfLDRMUasE9wmQSDpdJB0OgpCWa2qIgAL29oZs4ioPg9xlznbq1D5ovQ28mAJe/EOlWN8PtjEphyaRc6DsuEcKHPGTbisTPeg6r2EVAnJVU5KdKKIhcsXzycPJohxxBLdJpsTkqMT3RkBLW06X+AhFjcQrWkkWwpDDCMIILtTyO5+EmMGkuFCS1jREoW7L4qONABqCXkwaeM7n6UAACAASURBVDwPpmklzAfTxoglLGZf+xzpyKR1uSCU2RjDYoEKAqZTJrpIG04UnKgFyhdFFJxWHU2qnMmDzWhG74Ay15/zcZt6enqyPzMMg97eXnp7e9m5c+ckKJs3z2wGcM899zA8PJxXvhiJRKZ8nlLyYE6nk9ra2oLzwQbiUT714uPs6+/hL9ZcxP9eezGiYHarK+ScuN3uPCh7KxDg0Td3cjIYoHE0hBNYmVRYq0FLuUyLCpVpFUPXoQAABoPB7KyrnrEx/vPQIX57+DCDsRj1ZWV87uKL+aPVq3FZz37nBgIB6urqsq3PDcPgW9te55FDR7jn4gu4deXyvOe4f+dbVBsq8+YszAOauKLy8NEAGxcv409uvwFd19nZepTv/vYpNtSVkRgdIpFI4GWAdbKdp556iqraegaHR9m6aQVtgX5UTWfFvEZaT/RQ4dTRNY2uIY0l8+uRJAtDI1EWza9DEAQu2DCXDevn8OBDO7n/gdcJhWLcfGMLnd3wkbuu5aXnj/P8c63IsgVNFPja137Ph2+/iD/99BV5ryfjNuVmm8B0yjKlpdteOMx3/uER/ujPLsBZpmbv9R588MGsi5k5Bwt1xlQVDW8FuBwVkyDQ4TRL/pOJ/BZYuW5TR/fYtCOPliysx+3UC7pNFotlEpR1d3fzLz96HJsSxiHDvn372LdvH9XV1Xnli4WgLBAIZEccFatAIJAdBTGjd6/ekxA2VR7sXCoWjmKxGEePHuXo0aMoisIFF1zA448/TlNT0ySnrLOzM3vB6enpyZYvDg0NnUcezFOa26RojFRP4zblQJnd7UI4FWCgsgoEAT0conIkRMWwmRcYs4ioXk924LImS7jewTzYuaSPhIgiTjsfLBfK6mJjqBYHccmHTY/j0CO4FNMpU3VhEpQJGO9gHmxqSeNu0/TzwQT0tI102obVq2PoYyS7fVgcKqoexVYRQ/aOD68uAGUWR+q88mDxiKXo8ywzHyyllzMdHWWgTDNs2KUxomo1BhKyGMdQIpRZzc+DqgmMJSRkZ3kWys7mwYq/WGTyYJka/RnNaEZnFQgESnab/H7/tPPBcqFsz549fOlLX6K1tZXe3l78frONfCbrVAjK3k4erNCCyxvdQdqGB/nBVTfxvjkLsz/PPH6h74ekqvD0yRP88vABDvb3YZckblq3hgW9Q4z29nLddddlOyu/8sorgOmU5ZYvNjQ0YLFYCAQCuKuq+PSTT7LtzBkMw+Cy2bO5Y+VKNvv9k7ovqqqalwcbiEb562de5NXTAT6yZiV/semivL8ficV5bl8rWzBYNH9e3u9+s7uVaCrNn15qNlYRRZFXTvdzxnDy15sv4anHfs+my6/ih0+/zoVNXg4dOkR6716urYGhI3/glXYPDU6FeXUe/vPpvcyvswNx2gJRbrvJLK+84pJFvPRqG5FokjK3HUEQ+OidG6mocPHdf3seweigssLFNdet49r3rScYGOKJx/by5GN7zX389U6uu2EVs5rOdicMBALnzNBpms4vf/IqDY01fPDD12AYOq2traxatYq5c+dm3aWXXnpp/L2x0tLSnIWYhoYGRkZGsDmgzDW5Pb7DYQJxPJ7O+3muq7nv4LFJv5+oRfPrKC8zPyvTuU2ZTNkdH76Jn97/S1xVVj72Rx/JOn+5nTFz835+vz/raDc1NRXMgxVSpvP2ypUri/r7Gf3X6T0JYee7ync+88G6u7vzhknmOmV+v5+rrroKgHQ6TUdHBy0tLbS3txddvuj1eovLg+XIGU2a3QdLmvVllm2O+byokgyVlYQMA3syiTMeRwuHqBoNUTFyFspsFgkFUKcZppgrITTGqDh9Hiwrw6AShYSj+PlgFm18PpiljITkJYEXrPWEDQWbFi8IZTHNgiCDrlswW/ZNDyLF58Fy9k1Olj4fTB1DDQEJG3rChoiLRMhAtKtYHGlUIx/KkmMGol3AUO0IgoZRRPfFTB5MN3ykUsXtlyQlEUVQ1NLng6WNMnRkUprH7DSlKMiC6ZQ5rBEc4vh7owmoOphV+gbFvjdW4qgzebAZzWiSDMNg9+7dJV0fM90HS6kuyeTBjhw5wvHjx7NOWe5cpSVLluRBWSY+MDQ0VPTznCsPdsv8pWxsaKHWlV+tEAwG89wmgFcCp3n8eBuvdgQIp5LMLa/gK5dcztZFSyiz2vjud7/LnDlz8pyy2Hj+KnPjn4EySZaxeDykhoc5Lkmc0jQ+uX49ty1fzizv1Neynp6erEP3/PGTfPm5l4grCl+9+nLuXLNykmvz81378Kmp7HHIKKWoPLBjHxvnNrN0vC19PJXmqX3HuHblAgZ7e5AkiajVy8mkjW/cspX59ZX8y6+fZc+Bw9wwr5r29tOsqdb56Y9/QJki4rZLuJxlYKiIorkf7792JU+90MoL24+y9YazTTGuv24lXq+DZ5/+T/oHbPT1hamv99Hir+LP//c13P2Jy2g70s3ffum3PPboHu75zDXA2e6D55oPtu35w3QFh/nyNz+EKAp0dvagKAoLFixg8eLF2fzd4MAwf/fZn1A320EoFMpCmdVqxe02yxdl2YqmaXnAZ7VKiKJAIjEZwjIOndcTZCySQNeN7LGYKJ/HSV2liCHYi3ab1i5r4kmfwNCYQGVVLU1NTdnS0kwTlty8H0BlZSXDw8MsXryYaDSK2z19ZU5vby/pdHqmUuQ9oPckhP3gBz+gvLy85DxYMBic1mLOKDMf7PXXX8/7ea5TBmapRAbK5s+fjyzLLF68mC996Ut55YsZp6zQfsH55cESzhLcpuEQEVE0ASwjQSDpcJB0OKCyknAGyhJxtFCIsnQaAZh/6pS5rcdD3Okk7nSiFViROb88WMrMg5UwH8wxxXwwXZAnQJk6DmUxHGmzfNHpGsZmHyYSl7BZPKiqA00r3Hb9vPJgRDFUe8HHKyhBx+kDJTRxPpiAnpTRk/IkKNMsUUQLiJYkck0niZiARXCjjmfQCkHZ28mDKXoJ88HEOMm0iC7kQ6iOTMrIhTIVSYgjC3FsljCiCJUEUTUYS8rIDh9pXAXLF2fyYDOa0dQaGho6b7ep1IVNwzDy8s+GYdDX10dfXx+7du2aBGXz588H4O6772ZkZCTPKZuqLb7f76ezs3NK52QigE10mwD+48Bevv6H7VQ5nVzun82ti5dxYWNTFnoy1SsTHQ2Xy8WSJUtYssRsMnGwo4OHd+zgZCBA/cgIbmChqrJ0ZITaM2c4revofj+NjY1Tdl8E+NnxUzzadoJldTV858brmFs52bE5OTDE/Tv3crPXiVuT8mZdPbb/KMPROH/yofXZnz1z4DixVJpbL1zBrueeoLm5mafeOkZDhYd59ZWIosjRvhjWqmbuuP02rv7M97lsaQNLG528/PpbuOQ00UiazYvh1OFtPO4YZs7s2SxZUMVvHnuLTRfMo7bak32+xQsreflFg94BgXs++yD3/uOtzJ1jNi1xOm2sXT+HzZcv5oXnDnH3n16Ow2mddj5YNJLkp//+EvMW1nHxZYvyjtnE9+bRn7/JqUNRKrwN/K+v35WX98ssJgS6DvCtbx2ZVL7ocFpJTHC6AjndBz1eJ7puEI0m8XgKX/80TcNlVxgZK36RNhQKYRFU+kIiDz+zjz/aeiFAXhOWTZs2oet6FsoyUZm2tjba2tqoqqrKK18sBGUzebD3jt5zEKbr+nl1HyyUBzuXmpqaipoPFo/Hsx+OcDjMli1bePzxx7N187lO2cTyRU3T8Pv9JEvMgwmjY4xYLSW5TVWqStQzjduUA2VSmQfh9ClGvBVoFgktPEplKEz5eLvjiDBevuh0knA4UGU5Jw9WSobMBOnShjQXNx9MFyQSkocEHjzRKCkMDKkGWUhgk8dw2M0wuaZRAMpAEOKIxvnkwUpplpFGEAX0+HTO2Vkok3wCECU+Uo1FUlDUMFZvBKvTzGDkQZlix9AtOXmw4p2jqfJgU8tAIA5SWcbamlI6EmnDg2I4cchhYlqF2VlRiGOXIzjFQWBwApQ5UbHP5MFmNKNz6J3KgxWzTV9f3znng02Ess9//vP09PRw+vRp/H4/ixcvzrYdLwRl58qDTaVctymji2c187EVq/mrizdjPQccFfpOUTSNF9rb+eWBA+zp7sZmsfD+NWtYFo1y5uhRbrnlFjo6OggGg2zbtg0wW/dnIgyZ8kVJkjh0/DhRSeaJYyf5s40XcM/FFyAX2B9N1/nrJ17EbbPiU2P4Z8/OAmMkmeK+7W+yfFYdF8xpyh7n3+xsZUF9FQtqfDze38+qDRey+62j3HP9RiyiiKJqHA32sfWSFQR6RxiLpVm5dAFz6iv48eOHqHHFueqqqzjTOcyuPa0cOnSYA/v3U18GPqvIN751HzdffzHr1i7H4/Fkj9ln/vwW/v7rz3HfT7bx7X/6cN7ruOnmtbz0wmFefvEwN7x/TTYPNlWXy/t/8AqhkRhf+85tWQcqMD7rKnf+1rHWTh771c7sa4ezeb8lS5bQ1naMno40F16wFl+1MKkJy4IlBuFIkM7OThoaGkin03ndB73j4BUeS0wJYT09PQjo9AyoxBNpnI7p7+FyIfShx/dwyzWr8Lgn3y+IokhjYyONjY1Eo1H6+/u566676OrqykJmximrqqrKq85yu90Eg8GZPNh7RO85CMvkwfr7+4ve5nxX+c5nPtjQ0BD79+/P/izXKfP7/Vx55ZXAWShrnO1HK3MVW4WFqOmUF5MHy5E9mUI2jJKzXQBjbi9pmx18lYwZBrb0uFNWAMpkq4wOpKXigdKZjBeVB8uVFCt1PpiO26aS1CuI6x7ShgcstcQV1SyRE+JYJ0BZPGVBkiGZKr580VJ0HixnG1sKQzfQEiXMB3Oa88G0pBMNEPASTxqIchrJljShzHMWypIxAdFqkEoK4+WLxXzsi8+DZfdLSCNbDJKllC8KZ8sXVeykDA+IdSRUFXncKTsLZaBqoGgihjyTB5vRjAopMD7Ta6rGGIWU6T5YTAk9nJ0PlrkRLEaZPNixY8fYt29f1inLnas0EcoyM86qqqqKfp5CLsCiqmq+eukVU2xh3hyXlZVl3SbDMDjQ28uTx4/z7IkTDMRiNHm9fOnSS/nQ0qX4HA7uu+8+Wlpa8soX4/F4XvliBsosFgtJhxMxGiFuc/DgbVtZ3zL1fMOf7dpHa08f/3j1Jg6/8EweHH7nudcYjMT4v3fcmAWztu4B2roH+Ntbrsh20js+nEISRW6+wNy3E12DpBSNlXMaaM3MCpvfSHOtj7m1ViDO6tWrueBCOw+/0oOtvIrPf+Ji0405epxgsIPXX3uJ1197iYqKCgzDwGaz4W+pYcH8OkLhyS3dFy9tZO78Wp54bC/X37Q6232wULYpGkny/JP7ufb9q1mwxIS0TLYpd9aVoqj8698/RmV1GQ7X5Gvt6OgosViU8CCU+xp43/Xm+ZRbWvrGH/ahaD3cf//9yLKc7aDodDrRNA2vdxzCwnGaZk12KeEsUI1GLQS7hlk8v36Kd/OsAuPzwe74f+y9Z3Qc5332/ZuyFQvsooMgyrIXiaQk9iJRMlUsy5Ko5kSR5Di247xK7MeJncjKk5OT5IkT24kTy49LnNdW5LhJbupWo8TeQLGTIgGCIHYBEn2B7X1m3g+DHewCC2AX0slrHuM6Rx80mJs7Mzs791z3dV3//wPb+MRf/YifvfQu/88jN045xuv1GnnE5uZmNm/enKOUeb1ezpw5w7Fjeg6vsrISv9/P9ddfP+3xzOL/f1x1JCzzgP3oRz/Kpk2bCrYzRKPRGeXBUqnU9DsDgiDQ1NRklL7PIFspA/1HnpHGFyxYgFWUIBJj0ckL9ClJLI31RBx2YnYr5PEi2yKxGefBirEv2mNRkggkzVkPOUEgYbGRsNjykrKaRAIRmH+5gzAi6dIyYjY7Mas91waZgaZhjkaIzyQPJhbRg0qNIgqQ0nLHaMgktVKSWilItcSySJnFpNsXrY4AJluASEjELJWN9gKbxL5oiqMUmwdTAsX3B7MkEZLjV7gE1JSFZMoykZQpAawlIDs0wEMsJiCKpaTSNtJpW15S9n7yYOOv85RjhChphVHb4RhUZBJamUHKouk05lFSZpYDhBPibB5sFrMYh0x/MIfDwZNPPmmsnHs8nkn7XWbUpkzuuRDMnTsXk8n0vi2PmqbR399Pf38/LS0tE0jZwoV6MYpf/OIXjIyMcMsttxg2LJfLlfdzPOOqD04HTdPweDxUz53Lm+3tnB8c5J1Llzg/OIhFkrjR7eb3V6zgpqxCG9FoNG+2yW63s2zZMpYtW0Y8lebFk6d5/ci7JEaGaYxEcAA1iRhv/eRHnG9sNBZoM/k6gB+1nODrb+/j1iULaDYJnM26doc6uvjl0bN8cstqVjTUGZ/72sk2ZEnkzuuWcGjvbmRZ5rVzl7l5xXyqnbqb49QlnXitnD+HE2364vLgSIjmunLcVTJ9gyLdA2GWuO3cs20Fz/zqEJp4Kxs3bmTjxo1c7hnmb//5OdR0kKoaG0MDVwB46qmnsJrNOOwyp0+fxu12U1am2xYFQeCe7av5xr++xonjHVP2utq38zyppMKd946Rh56engnVB3/1zH487f383Tcf4bnv72F8wiRzfwV85MRPsq2lr77Yh8tp5tE/0tW5zHvba6+9xo4dO6iorKWpIY23q4tlSydv7O1yVZBKx/F0TU/CMveZ2+1m0bwabtuylF++doyP3XUDFa78ilU8Hqe3t5etW7fmbM9WyjKkrK+vD4/HQ2trKz6fb9YpcpXgqiNh3/3ud6mqquLIkSM0NzdPWDnL7jMRCOgv0m633h+smDxYfX39hDzYVKirq8NqtRZkX2xtbaW1tZWVK1dy//3388Ybb+ByuVi4djVVvT7AR0rT6FeSmEdJWdxuQRNFSkIfUB5sGsjBEEn7NGpTFikTysqp8bQRtDtJmiykg34qQwFcIX0lM4yIUlpG1GonZtNJmSWZwIyGf0Z5sMJl9kx/sJQ29TXLJmWlUpp4PIySqkE2xTGZQ1jt+rkoCnlJmUqYmF9ALCIPZnNBekIebHIY/cHC0zePzpAy2SYDQ0TC1YiiQiIZoLQ0iMWiL1rkI2UzyYPJYixvHmwqaEqIYMoElqmvmWaQMgdVUpA7PrSh4M+YxSx+V5DpD3b48GGjWu9NN93EzTffbDg7xpOyDyoPVsiYYDA4ZU+x8aTs8ccfJ5lMcvbsWdxuNwcPHuTkyZMABinLEBmXy5U3DzYewXictqEhzg8O0jo0ROeVKywNh9nh8dDe04MoCCyvqeEfb72Ve5YuxWGe6OyYKtt02R/gZydO88tTZ/HH4yyuruTRu+6ixu9j/9693HffffT09OD1etm9ezcwpix2p+GNywNsW7yIr99/J6+9/DIOh4PKykoiiSR/9+IOmitdfHbbWB5WVTXeOHWBTYubcdqtuqpXUcXIQJR71l1j7HektZu6ilJqy0u5+YaFlJVY+PXu01y/eC7JaIBAQubFnaf50idv5e5bV/LDXx/mpbdP8/gjNwHQUF/BN/7pE3z+b37Ou+8lmFcNW7ZswW63s+PtFuzWIC+88AIA5eXlBlles64Re4mF1149MOk1A9j5xmkamipZvGzMqjhe1YzHkvzymX1s2racjbcs4+c/2JP3u7Hb7MQikzdbttnMxGKqQcq6u7upqqpiw4YNeDweOjo6md+c5uiRHZw6sZvGcYQZ9N5dK1etwry3jUve6Rf4/X4/wWDQOJdP/d5m3jnYxk9fOsLn/jB/oZLpMnQZiKJIfX099fX1aJpGd3f3LAm7SnBVkbBMf7AzZ85w+PDhvHaGpUuXGjLsyMgIPT09lJeXGw/uQlBoHiwbmRu+2EkpGo3S0tKiE8Q33sBmsxk/9gVrV1PVM0SNIBikzG62EpQKVU3Qqw+m00TLyqbfdxRyKoVDUxmwFdHrKx5FBML2MmJWB5RWEtE0zKk4tkSUdNBPRSiAM4uUSRZ9cktKhdsXrcloQXmwHIQDen+wgq+bhqSGUSklkXSQTjqAKlJxBckUQ5YnkrJoRMRqByFdQjJeqH0xiVhQHmwMol2na0VVbDTHUdKQSjpGj8tFKKAhSQlkUzwvKZMkSCQFBFS0gvqqaYhEUArIg2UgkMZuVlGlSmIFdhA3CTEEQZudYGYxizzIzFktLS1GeXqr1ZpTmGA8KZNlmVQqxcDAQMGfU0geLN+Yzs7OgvfPKHTvvPMOLS0thlKW3VdpPClbu3Yt6XSa6urqCf/e+cFBPvPii/Rk2TRdVivrRlWOR7duZeW8eSyqrMRmmvqZnMk2ZV7IFVVlzyUPz544zZ6OTkRB4LbFC3l09XWsa5yLIAj8+Mc/pra2lpUrV7Jy5UpArxbo9Xq51NnJodNnkOIxbgPkS+/xi58F6OnpYe7cuSiKwjffPsAVf5AffepjWLP6eu5v89DnD/H5D282el2lKxootVnYtFR/4Q9G4hw85+HhW/R3I6vZxJ0bl/OrXafo6PSSTqdoalrMmwfP89mHb6KmspTNqxfw6jtn+PTHNmMy6dfI5bRz7bJ6Ws/pytGqVauoqqriwGE/h1s6+PZTDxok//z580Y0Y+0mC8GQB4dDzFtIYqAvwKljXj7+JzfnVIj0er3U1NQY2abDu1uJRhLc+/DYIlx20+WM2lRf3wC0T1DJMrDbzAwM6vNdPB6nr6+PrVu3GqQsFkty7wP/zoP3L6NxrhmPx5OT96upqSGVSlFWWsr85ioudEz/2xmfO2ycU87tNy7jhTdP8dh963GVTVyM9nq9RtGOQuGZ7Q92VeGqImF9fX0T1Kbp7AyZaky33HIL1113XY59MaOUjYfb7UZRlBnlwYrx4bvzVGyMxWKGUpYhZZkJdNG6NdhUDTsapecuMCzJUOkiUmInbrPmLdRhjScwaxpDM8iDFVNgwx7XFbqcAhuCQNJsI2m2ZZGyBLZEBFsiiiWu945qGPYQ0UQUeylxcwkxs33SjJgcDpI2zywPliws7oBEQu8PFsslOpomkZ6ElFks+vduKQtjKgkT8Qu6UpawoCTN5CNlM8qD2VJ6fzCluP5gsaA47hgEFMWKolgZI2VJZFOMZDJAmVVBEMDKJWIJEUEqJaXaSKl2tDyPjfeTByvOvhib7Q82i1lMAq/XO6E/WDwe58KFC1y4cAHQnR7ZpKy+vh5BEHjiiSe4cuWKMT92d3fntS9mXgqLyYNVVlZSWlr6gdgXBwYGGBgY4MiRIxNI2blz5zCbzbz66qvs27fP2O52u6l1OFhdX88j1dUsra5maVUVtQ4Hzz//PJ5wmEc2bJhQIn4yeL1e5jY00NJ9hQMeL6+ca6M3GKLGUcKfblrP7123gjllpcb+iqLQ1dVluHYysNls1DY18w+HTnE8YeKJW25kc005Xq+Xjo4OkskknZ2dfOUrX6UvDb/X2EAlKdLpNLIsk0yn+drLu2mucnHHqkVcungRgGNXQmxbuRyTrJOnnacuklZU7liz2PhsfziGw2qm50o3AHdt28Br777AziMXuHvrtWy/fRX73r3Is68c5eP3rzfGWcwmbOYEJSUlRpbKbDaRSKapq6ujrq6ODRs2oKoqAwMDo4UkzqMoXWiayre//W1cLlfOd7PzTd0Ku+3DY42qM9cskwdTVZVfPrOPurnlrFjj1rdpWk4vtpGREYLBINdfvxZoZzIWZrWbiY9WR8ynNlmtJgTRhKqVceedukqVnffLVMfetWsXc50igYjInj17mDdvnlGEJd89Y7fbc/KNj2xfxxt7zvGbnWd5ZPu6CWM8WRUbC4GqqrpCN0ryZ/Hbj6uKhGUexlOpTeNJ2b333svSpUvZvXs3zc3NLFmyJEcpy7YvZkLAbreby5cvF5UHa25uNkqJFoKysjIqKipoaWmZcr9YLEZbWxttbW1cvHiRxx57DJ+zClFTMYUDOAeGqEYXH/KRMnum4bKtCEI1mgdLmItQmwIB/MI0/cEEgaTZStJsJeCooPFyKymzg4S5BGsqgjUapCymE+OoJpIeR8okJYVd+mDyYFPBJOr9waYr555NymwlGkoqRNJfgWRNIpvDWEr1c1EVdFIml6LErQYpm1keLIGYLnyFSxDTWG0amlZOYspFawFFsaAoFmTZgiD0EolXIQiQSPgpLQlgNevnk03K0qoNFdMHmgebdsxsf7BZzGICNE2jpaVlWjdGIpGgvb2d9vZ27HY7TzzxBCdPniQSieB2u7nxxhvZunUr6XQ6h5Rl5sSZ5MEyL7jFjkmlUlNWbBxPyh577DGcTiePPfYYHo+H9vZ2Tp06Beg9OW92u2k2mXC7XLhGFZlMTmc6AqZqGuf6B9h34SID/f2cNVn5p+d+jSyKrG9q4G+2beVDC+fnrXaYr2IjwPHuHp548Q36g2GeevAu7lyuk6SlS5dy7NgxXn31VW6748P8aNcBHMTRer3893//t0GEhzUT0ZEh/v6x+zHLMh6PB1GU6I2pfPiGsebVbx1to6HKybImvadYPJFi74kO7li/lMvd3dTU1CCZdEeKeVT1WrfKzXXLG3jmlwdzSJjZJFFmT+N2LzaumcUik0jkEnZRFA1Sdqk9CXSxfPkKGhvr8Xq9tLa2GipmOimy5mY7/YNebCUCLpeL3t7enDzYrtdO09HayxNfeRBx9D1DVTSErOx85t6fO0dXjoRJenzZbWaio33CPB7PBLVJEATKyqwEgrGxMVl5P5/Ph8ViYdu2bezed4xQxyV2797N7t27jcqY2fbFTGPv8ffZ/MYqrr+mkV+/cYKH7roBc5bCmVHobrrpprznkA+z/cGuPlxVJOw73/kOFRUVhMPhgse4R/Ngk9kZFi9ebKy0+P1+urq6qK+vN7qXF4JC82DjjwuKn5RUTWPEWamTnYpafIqCLRHFFo/mJWVWTSUqCChFNFwuKA+WBUFVcWlpAqWFV2w0pxKYBQhY2MTeMgAAIABJREFUyohYnQRtFaBpmJQE1lQ0LykTRklhSizcvmhRonq2aZo8WDZMQpR4vLj+YKoaIhYWkGJ2lJgdcBEOKEiWJJI1MUrKguAM6qQsADYXKGErSUEDbfprLZgVZDPEIkVYES16o890qohsl0lXmxLpMkACsZxgTEMSE5ikWF5SZpZEkukCs3CjKDQPNgYVE3E2bZrNg81iFuPh8/lm3B/s2LFjdHfrish4pSxDyjLuEFVV0TSt6HL20+XB8h1bV1cXilKYv1mSJJqamtiyZQvr1q1j3bp1aJrG4OCgUUVuPCmrq6sjHA5TXV2NpmkTiFiX389BTxcHPV0c8nTjj8dpUFLcDKxaupQ/W7WStY1zKcmTG8vG+GyTxzfCj4+c5GdHTzHHWcqPPv4g1zfmlm33er2UOBy80j3M3ojADz7xCDc01OL1evVz6bhEsN/LzTbY98KzdL7bwNDQECnJTLnDxtpFevXF4WCUd9u6+cPb1xrnt+/UJWKJFLetXcTbL73Lddddx45DrVjMMjfesAAAURRYtrCOcxf7cq6NJKawmDUam8aqT1otMqmUgqKoSHls/+8eOY2rCtatW01zczMbNmwwCPS7R07z1msHqZmb5KWXXgL0tkKZwioul4tkIsV/f2sHC5fVc/OdYyrP+O/MM1p90Oks189hkncYPRM2poTlq9joLLMTDMQmjM1UbFy5ciXLli3DbKvij/7XD/nSZ7exoMluLFpk5/3q6uoIBAIsW7bMUDEzeOy+dXzhy7/m+TdO8vt3rzG2d3V1oWnFWe/H32ez+O3HVUPCMnmw8dUHp4LT6aS8vJzDhw8b26azMyxevBhRFFm/fj1LlizJsS9mlLLxmCmhisViRfnwF6/bwGAilaM2qZJExF5KxF6al5Q5VBUBWNh+gRFRRit3EbPbiFlteVWr95MHi1mKKLCR0JWTuCnXvpiSraRkK6EJpCyKJRECAaoTl4kpIqq5lIRkJyGWoIiTWPrCAUIzzIMVCkFI63mwRFlugQ1VQonZUGI2ckiZJYHZGkYUBcSyBFLJABGfhkUsRYnpvcDykTLJrk8aM8mDKUrhxDWlhEhHRSCbuAsoqhVFteYlZVZzGkmGCi4RS4oIcikp1U5K05Wy8ZjNg81iFh8sMvNPsfPQ+P5g2UoZ6KQsu+dVU1MTgiDw53/+5xPsi5O5R4rNg9lsNurq6ozeToWgvr4ek8mU83zIxBNqampySNnJ8620X7pEe0cHoNvKdh44QMLuIGC2MiDJ9MQTDEb1l/DaUgcfWjSfTe4m1EsXOXf6NF+6566CbWIej4fqmhre6ejixVPn2H/JiyyKPHT9tTxx2404xin7mqbR2dnJoCrxyqlWPvuhjWxaqL9YL1myhCVLlrDjp6+xpyvOUw9uJewbpLOzk0gkggRstcT5yY9/RHNzM96Agqaq3LEmSxlraaXKWUJtqUgqlaKpqZlvvbqXLdfPx57Vs3RoOEKly55DdOJRnUg3NY5Zws0W/RmfTKaxjeuX1dMzQjg6TLkgGhm6zHdTW1vLlQ6Ni6ck/vErf048ETIIc1tbGwDf//73MUlWSuuj3H73dQSDQaMypqpqSJJgXLOM2pSBOMm8b7bIJJPpSasPAjidtrxl98erTc2NlVjMMh1eP3fdfgNLl+pNpjN5v0w+DuDw4cMcPXqUhoYG4/e0+tpG1q1y88NfH+YjN19DWalOPjMKXfY1mw4ej8doBTGLqwNXDQnLlwebDoWQo/Gk7NZb9ZKsb7/9Ng0NDSxatMhQygKBQA4py/ju3W43Pp+v6DyYp4iKjWazmWqzjN81db+UbFJmKXHi6u1kpFTvcyGHAzh9Qwg+XSkbEWUod+oNl0dJmT1WfB7Mli8PNt2YRETPgU3VH2wcKavub0WSrcTlUixiFHMqSIkyqsbkIWUfZB5sKsim0f5g8WksclmkzOwU0NQgid5SJFsa2RzF5AxjFgRURSPq0zCPI2UfXB5syhGU2BUS6XJITrXfGCmTZDuC0EUkVYGGhEmKImlBrLL+3cSTIsijmTLNrtsXjTxYMQrlbB5sFrOYDJ7RNi3FqE1ut5vu7u4p1aZEIsHFixe5ePEikiTx5JNP0tHRwdDQEG63my1btnDTTTehKEpeUvZB5cEKORfI/3w44PGy40IHrQODtA0OEU7oD7fNisYc4KxsZa4GlUE/tapKLXCNyUxZTQ3XLlnMmuXLqaioQBAEvrdvz6S9rsYjrarsb++ko9PDJcHMN194nTllpXxu60Y+dsO11JTmf1lu77pMOBymVbXyf7Z/hAfXrMj5+5GObl4/2cbjt21g02o9XtHW1sZzzz3HmaiF7asXEwv42LdvH5qmcVcd7H/rFS673dTW1XPoTCf33byKrlH7XiBpYiQY47YNS3I+Z3A4RE1lblGvUGCIZFqgrq7G2CaPkp10euJEu3fXeZwujTlz5k64ZkpaZdebZ1m3eRFOlx0nejGWNWvW8NWvfpVly5ZRXVXHS794h+ommRNnDnLizEGcTidutxurMw5SGk3TcqoPptP6/SxOYkc0m2VURaPzkgfIX31wTp2TfQfaJ2wfX2BDlkQWL6iltb03Zz+bzcbSpUtZunSpkcu85557DGKWUcokSWJJTS2+3iDf/8kbfP6P70YetZY2NDRgmqZITAazebCrE1cNCZvpKl80Gi266tOVK1c4dOiQsS1bKVu4cCGrVq0CxkjZ/Pnz9UIaBaLQPFg2GhsbEQWhSHKk9wfzl1agyCYor2VYVbCOKmVSOIDL56PK5zNImcMkkQKSRZSzFwrJg2VD0zDFIiSshVdslJQUJZJGQColIlcQkSvArCFrCSxqFIsYxTSOlAkmK6IAaa1wFajQPFjOsZliKOni+oOl0kHSAdCCFpSgBSgh2q8i2dNI9hRSHlIm2ESktJVCm0cXngcbgywnEEVIK0XYFyX9miVUJ6pmIq6UAxpSOoFJjOUlZbIkoaigUrhNNpMHs1oLJ8izmMXvAjRN4/Dhw0XNj5nqg8W4SzJ5sJMnTxpzntlszrEvjidliYRuib5y5UrBn1NIHizfmL6+Pux5ilCd6unjpffOs7S6inuvWcaS6ioWV1Wy8+fP0tjUxD8/9BCCIKBpGkNDQ4Ya4/F4OLxzJ4d37qSsrIyGhgb6+/tZv359Xvsi6N/FmZ5+Xj5zntfeu4AQDnI7Ku55bj5302ZWN82d1CYHcKFviH/42fMsBh6/+8N8eBwBSykKX3lxF3PLy/jULWuN7ecvtKNoUNW8kEceug9BEOju9/GZrzzNtqW1pNNJg5R9qB6sgQucGErgdDrpGdQXkK9ZmNvrasAX4pqs/leappGM+0mkrDnnHgzGEEWBkjzNk/fteY/qeli8eOGEv5042smwL8y2O3OJQ29vL+l0mmXLlrH/N15aD6b5zi//jBKnaJD89vZ2XE1RNCJ885vfpLRUd6+Ul5cTj+uKrMWaf042m/VX387OzkmrD86dW0EwGCMaTWC3j52X1+udUH1w6aI6Xn7jFGlFNQhpNjweD/PmzTNIGehKWVdXl3GvLahNER44zVe/+h5z586lt7eXlStXTrAvTobZPNjViauGhH3729+msrKy6DzY+OqDU8FsNlNfX8/+/ftztg8ODjI4OGjkxMbbF00mEytWrKCpqSmvUpbvuKD4cvaqphVn+YtHCQuiTsBGoYoSUVspUVsplNcyMo6UWeIJBAHmey/gRwaXi6jNTtyS37448zyYRsBUuOXRmsr0B8u1L6YFK2nRmoeUxTApun2xTO4jnhoAyTFqkbPntcjBaB4sUVweTFNDhP0CUjH9wcohPWwbZ18UUcJmlLCZ8aRMtsaQZECOU1LbRSQ4Wn0xaUVJ5m8eLZlnngdLKYUTHZMUI5EUULXsayqgaHr1xbykTIggCFApdhJPimhyKSnNNsV3M5sHm8UsJoPP5/sfU5vG9wdLJpOGUgb6PJptX8w0XP7MZz5DT09PjlKWTOaX2wtR6LKRyYNt3rw5798/tW41j29cl0McfD4f0UiEhfPnG9sz8YTq6mrWrl2Lpmn4fD7jmDtG7YstLS2cO3cOt1vvhdXc3EwQkdfeu8ArZ87jGfZjliRuWTyP66Vaus6c4skH7s5LELPx5tkL/O/n32KdEMdis3HH6omqxnMHT9He5+P//uE9OaXqT77XyrAi8+QDHzLOZ+9ZL/0JEw9uvxt3XQWJRIK//uazxAM+GiSBoQH9HSXQ8hs2NIicOt7C/HnzDKVv0BemesOYNX9kZASBFIJcnnNMI/4ILpd9gvLU2+NncKiPmrn51aadr5/BUWpl/eZFOdsz96TVVMYrz7Vw+/YbmLdIb06dbS3909//BvULbMydW2XYF3/6059it5WwaJXGoK+LkZE5uFyunO/ebNYX/7xd3kmrD1ZV6irlkC9M0ygJy1RsHK82LVlYRyJ5DG/XEAvm1eT8ze/3EwgE2LRpU852m81mWEsBLvcO8YW//yFLm+yGq+r06dO89957OfbFyY53Ng92deKqIGGqqtLc3Py+82DTodD+YNmkbOPGjdxxxx28/fbb1NXVsWDBAkMpCwaDOaQsYxPJ5MH6+/sLPrbFazcwmEgXpTaZYxFiJc4pd8smZVJpBeU9FwnYnKiihBQJ4vQPUenX7Yv5SNkHlgebBtZUAf3BckgZOEYuIImgyVWY5CiSEsIq671BEikRzSBlY7klSQ2jah9AHmwKFNwfLIuUyeUilEWJ+cqRzCkkKYy5NIAgBFAViAYFTHIZSmKMlEmWDyoPNhU0BCKoUilMafkcI2UJpZRK6yViSjkKMiY5hqQFsUljSpkmO0hp9iz7Ynw2DzaLWUyCmThFmpubZ6Q29ff3E4tNLFiQQTKZpKOjwyAsX/ziFxkaGuLy5cu43W42bdrEjTfeiKIoeUlZJg+2c+fOgo8rXx4sG5YpXlqneqYIgkBVVRVVVVWsWbOG119/nWPHjrFuy41cuNTJ2dY2zpzRy6tHERhAYmFlNY/dsoG711yH02bjJz/5CTU1NVMSMEVV+dY7h/h/9xzhuoY6FkQSuJubJyht/YEw33nrEFuWuLnlmvnG9qNtHohHaGiYh7u2wtj+5tE2ljbW4K7Tt0UTCgcvjPDYnev5yHo3Tz/9NFu2bOHAyUuYkoMcPHCAA/v3I4oitXVzaK6MYZfjpFKpnIqYdkfuouvISJSK8omLqgf2teF0aXmzTdFIgv27z3PLHSswW3K/n4za9PPvH0CSRR770215v5tkVEROV/Dggw/y1FNPUVVVxZIlSzh18hyu6ghnz7dw9nwLZWVlBmF2u92YzBKSrDE4ODBp9cEMCfP5wjQ16uc7mdq0bJQgtl7sn0DCCrnPABrmVPHhWzfx9M8P8qcPzicQCPDAAw8YDdb37t3Lnj17DOUucy4Zy6LX653Ng12FuCpIWCYPlqneVAhmusqXqXxTzBifz5ejnlVVVRmrFvPnzzdWTTKkbP78+fT09BSXB7NMnwfLhiWZwIzGcDH2xVFyFHRUkDRZwanbF23JGNZEJIeUqcAIMjaLCRVIyIUrJ9ZC8mDjIEaD+FW5qP5gpRaVmFZBVCsnppWDoCEpScxCNC8pQ7IhixCLmyjU8mfkwRKFl0yXrJn+YIX//CR7mkQU0lEH6ShAOeGgimRJIFvjiFIYsyOAUDpGykSzRiwmFHwuhefBso5LTGKSNeJFqG0Zy2dCKyWt2dCvoIakjiplchRJC2GTRptpJkUkk2k2DzaLWUwCr9dLOBwuOg9WbPXBxsZGjh07VvBnZPJgu3fvNsaNV8oypExVVa5cuWKoAMX26YTiVACv14vD4TB6XeWDpmn0BEK819vPe70DDJ08TVCT+Nze4wDIgo1rqmpZbDNRoySo8vuJ+nrp2NnLD44cpLm5GY/Hw/Llyye1LwZjcf7ql6+z74KHh9Zcy+ObVvGf//EfE17au31+PvvMSyiqxl/fO9bUWFFV/vOFt2gQYPuHxtSWK0MBznr6+F/btxjb3j3fhaJqfGj1IjwePe+0YcMGfnM8iA8bX/7SQ3R3d+PxeGhta8ddnaLrwmG++tUjzJ07l0QiQUqBSlfu4u7wSITyPCRs395WaubINDZOzIO17G8nHktx20dyVaWM2tQ0dz4vv3mGP/iTm6msyR9dUBUFURKNPNiWLVtYu3YtpMr55Q+8/J+n7kcyxfF4PFy8eJHTp08DYDbbWL5CQdOgoqIi73dTmVHChsbcVxkFePx9Vl/notxpZ++hC9x1W6591OPxYLfb8zYQH4+H717DSztOc+78BRa6G4zm0aCXrM+2L+7bt4+9e/caBPfKlStG/YJZXD24KkhYhkjdc889rFmzpmA7Q7HVBzN5sGL6gzU1NRmN+zIYGhpiaGjIaGaZTcoWLFhASUkJDoeDL3zhC3mVsvGYWR5stMBGkfbFJAJJeYxQaKJE1OoganXkkrJkFDEcwBaPIQjQ3NuOHxmhzEnMUkLcnN++mFHois+DqaQtlYVyA8xqTO8Ppmafv4CChZhmmUjKpBgm9Mnf5hhGMo0AJaRTVpSUDVWVyWv5y+TBkoUTymRKz4OhFtEfzJpETI37LjURJW5DidvIIWWWBJIcQjaBw6Shqh4iYRGTqYx0ykY6bQHyVMZ8H3mw3Os8NUziaH8wLZu4CyjohT7ijNoXs0kZYSIJcTYPNotZjEMmD+ZwOPjLv/zLnDllaGgo75iZVB+cSX+wfIuh45Uyk8mUQ8oymZlHH300Rynr6uqacr6fLA+WD5lKes3NzSiaRjAWxx+NEYjF8cfiXBgY4oj3Mu/1DjAyWiHRLsC9ahzXnEb+7obVXDunliW1VTkqm6ZpDA8P59gXFUXhzJkzdHZ25qgxlZWVdAwO87mfvswVf5C/u2cbv7duJcePH8+5dgDvdlzmL370Cqqm8Z1P3ktz9Zgd8IfvHCXm9yGUSCyc5za2/2jHMURB4PasBs39IzqhaKxxcWy/x8g2DfnDVFeUYrFYWLhwIQsXLsTqmsf//pfn+fvPbkVN6gvIAwMDmCQI9rfwX/91xTgXvz9Mc1MumfUNhWhr7WbjTUpecrxv13kqqhwsX9mYsz2jNp0/7sNVUcKDn7hx0u8xkUhjtY7dkxniqmfCBGprapi3sNawlmbyfkffPUMspi+2v/DCC7z99tvG/ed2uykvLx+zIw6PkTDPJNUHJUnkvruu579+dgBP1xDupqqcMW739H3oAGxWM598aD0nDryMKuZ+htVqZfHixSxevHj0HMdIWXt7O4qizDpFrkJcFSTs29/+NrW1tZw+fbogOwPMrPrg3LlzJ+TBpkJtbS02m23aSSmblK1YsYIHHniAPXv2UFFRwbx58wylLBQK5UygPp/POJfi82ARIuTmwaaDFAkyjGlKtSmblAmOKpy9bUQspaQlM0IkgDPoo1zwoWpkkTI7cbMdTRRnlgdLZ/JghY8xq6P9wZiKUGSRMsopEy+TTkZQ0lXIcgxBiGB36A/gZEIgHynTlBDhcHF5MHs5pEdsBdsXBctof7DQNAQki5TJNjOU+oiFKxBFBVEMYbH6sdr8qCp5SdkHlweb5jCVEKGUPE1/sGxS5qRSbue2W9ZPsf8sZvG7iUx/sBMnTiCKIm63m2uvvRaAcDhsFJjweDwMDg4C76/6YLFZ5lAoZMxl+ZBKpbh06RKXLl0C4PHHH0dVVdrb23G73WzcuJEtW7agquqE+T6RSBgK3ZYtW/L++3/76g6SaQWTJBFLpfDH4kRDQZaGQjzb5uVvvvzNvOMW11TxocXzuba+lmvn1CL4fTz/q1/x6Tu2Taq4CYJAZWUllZWVrF69mr1797Jr1y5uv/12ent76ezsNGIVJqsVT1zFKVt58v7buWmlrnh4RntdVVXpL/K/ajnDl5/fSWOVi+/80b00VbmMzzvX3c93XzvEXTUyzfX1htp0vP0yv953moe2rqK+cky1GvJHsJhlrGaJrq4uQzkZHImwbH5dzrkM+kIoqsDKFcupKncwPDzMt771LboHJNZetwBNi3LgwAH279/P4vmgphO8844Vt9tNY2MjB/ZfoKxMM+6DbMTjKd49eJHbP7pqQo4sc0+ePtjL/Y/dhD1PsY8MEvEUZotuxbPb7cY1S442js4uzJGd91PSLjp+9TOamqrYuGkdXq+XS5cuGdbS0tJSnTA3wkD/AJqmoWnalNUH7/vI9fzs10d47oV3efLzdwKT58GmwtImOycPwp7jfTz6cBqLOf9rejYpczgc7NixY5aEXYX4rSdh2XmwjEd8/MpZtp2hp6eH3t5eKioqirJNFJoHy8ZMJ6VYLMbu3bsNglhZWZmzCrNihS5nZ0hZ89LlDKfSaAVa8cbyYEWoTekUDlTiZa7pdx6FNRlFFCBsdRGzOMBRQ0BVsKZiWFPRvKTMatUfqEXZF1NR0tPlwcZBC/sJCRKaXER/MCWKqpWSTDhJJpyAhiimkOUYsikfKbNhtoCQLiFVoOVPMicRpQLyYNlj7DpdK87yqOfBUjHn6HFVEoqryKY4kimWl5QJokY8LhR0HjoKzYONQSCN3aKiyRXEChyj58Gm99TPYha/i8jMP/v27TPcFOXl5TlzyjXXXANAJBIx7FEzrT44VR4s35hi5lSbzUZNTQ27du1i7969wMT5fjwpGx4eNhZR8+G93gH80ThJRcFmknHarMxV9Zf065Yv5ebyClx2K06bFafVSrndRoOrjIqS3EXPN86cRJblovo2dXV1UVNTw8aNG1FUlTOX+9hz+hznLrSTCgxTL2vMTQfZ/eKveHdHCW63m46ODhoaGkgrKv/2m338ZP8JNi9u5l8f/QhltrF5M5ZM8dc/ep3qUitS0m88H0OxBH/7wzepryzjs/fmFiq51DNEtauEvr4+UqmUUc7dH4pS5cpd5BzwhZAkkfIy/Tpk7rMrgyY+s3oD626YRzKZ5MKFDv79qV+zdLHIwYMH2T+aKROw414IoihSU5Obkzp6qINEPMWWW5ZNuGZerxerxUEyPsKWW6+Z9NpqmkYilsJilfF42nPUJqM6oiX/PCsKGo5SqKmdy9q1a/MWYbl06RLzmuL4h4/zjW+0U1NTQzKZpLKyMq990Vlm4yO3XsvLb57iU49uobpyrFBOMXNXV1cXoijS2RPnl785xqP3Tb/4OJlCN4vffvzWk7D+/n6sVmsO0Rm/cjb+Ib169WoAtm3bxrJlywq2M8w0DxYMBosaM75io8/nw+fzGaRxPCkrNUmAhMPbRqqklKjVTsxqJyWb86pWZiMPVkTD5dE8WKyYXl/JKKoGcdOY2qSJEjGLY1JSZotHQID6kUsEVRkcTuImOwmTHU3IT5jESJCRovNgCjGtQo9DFQAJPdsUSWQrZwKqaiaZNJNMjidlcURRJ2QWZxjBEkZQ7ChxM0rCgpaexL5oTaBpxefBkkX3B4sSC4gI2cegiaSTdtJJO/lImdmsIQhgUTuIRCVks5OUYiOtWMlnX3w/ebCUVoR9UYjO5sFmMYtJ4PF4CIVCOXb2kZERRkZGOHHiBAAul8uYT+bNm4fTqasj4y3xGaVsPGaSB6uoqKCsrKxo+6IgCDlj8s332dXiMqrfiy++SEtLi7G9qakJi8XC83/8yITPef7557kU9fPF7R8pyCYGOjmYrDJdPmSyTeUNzXzpl6+zv93LSDSGKAisaqzjljVreHTDdUTDoZwX/3g8zsWLF/nHr3yVngQ8vHQen/roZkqtWTEBTeMrv9qFZ2CEL29fy/G9fYY6968/38WAP8QPvvgxSrIaL7964D0On/Xyme0bc8iBL6A/X6tcuS/wA74QVeUlSKMl1z0eDyaThUhcoLpKL15lNpspc9bQ2WXi4YdvZeuNi4xM2f59x7GXqKgq/Nu//Rv19fWGfXH/7rOUltlYeX2uopjpdRXzW5jTUM6Cpbkl87MRjSRIpxUsJQKBnly1KTFNifpgcAhBAJdzLKc1vgiLpmn81Zd+BIS59to6Lly4AMCbb77JgQMHct7RMj3kPnbvGl58/SS/euU4j39iq6HQFZIHy8Az2h9sg+Rkz5GLPLJ93ZT3aOaaZX4Hs7i68FtPwjIPi6ke5OMf0tu3b2fZsmW0tLTQ3Nw8rZ0BZpYHa25uNjqhF4LS0lIqKyuNUveTIZuUzZ8/n49//OMEbOVIqoIpEqY2MlqwAIGUvZSY1U7Uaidl0kmZfTQPFi8yD5ZC0AtyFAgtFCCAjCZOXkkvh5SVVFMy0Ioi20lKNogGKIv6cI0qZflImaS+nzxY4eTAPNo8OJ2e6vxzSZnNLiAQIhVwIVkTIEexVo42IY4Dig0lbskhZclUkLSfovNgwvg82FRHKSpY7Rqo5SSnWrTOImWSyY4g9BKNlyMKGoIQxGoaxmZGV8qiErK5jJRiN0jZTPNgijo+DzbNGCGKgmU2DzaLWeTBoUOHpiU6fr+fkydPcvLkSWw2G0888QStra0kEokJStl4+6KmaUb1wZk4RYodk0qlpuwplkql6OzspLOzE4DHHnuM8vJytm/fjsfj4fDhwxw8eBBBEJgzZ47x4t/U1ITVajXyYNnKyXSIxWL09fVx8803T7mfqmq09g2wt83DkbPnaE6leKH9ChFbiBsXu7lxkZvNi5px2cfmJmtFBRUVFdxwww0cO3aMV199lSuyEyUeZb5DIn25nf/8XjslJbpS1tzczMm+CC+1nOUzd2zAnAwZFfPeOtbGqy3n+cxdG1g1v974jEtXfHztx++wemkDn/zoep579lkjD/adX+i5wCXuXLVq0BemplInW5lrZrGXA0GqK8cqCAcC+jzgctoxm80sWLCABQsW8JuXuykr97JixQqcTider5dDhw5x4MABNAGuu9HOrt07DfuixWIx8mCd78W5+bZNU34/w6O9zYTR4ljZalMspr8tTEbChkf6UVWw2ybOSYW0AAAgAElEQVR3/giCQEVlJafPRnnggQf4yU9+gs/nY/PmzcZvJGMtdTgcxndz88ZmXn7jBB//2AYjd1jofZZIJOjt7eXGG2/kvgfW47Bbph3b19dn/I5ncfXht56Efetb36KqqsqomFQImpqa6OzszLEvZq+cZZOy3t5eurq6qK+vL6qcfaF5sGzMdFJSNY2Rkhq90IWmISspbKkI1mQUUzRMaTSXlJlSCaIIpKUi1JZICN80ebBsCKqKizTBksL7g5mUBGYBhswuomYn2GoIaSqWdBRLOooWDeAcR8rMo/aLpFj4C3hhebBxx2b0Bysi25QezYOFHaTDDkAjKaeRrIlRUhbDWjlKVEZJmWSDdMBSsH2x4DxYFiRLpj9Y4WMyebBE0oVenr4Kf0hFlmOYpNgoKRvBZh4ZJWUiVpNEMgWqViih1PNgwfh0ebBsqMhCnI0bZ/Ngs5jFeKTT6Rn1BxMEgUOHDtHV1QXkKmXNzc1GRbYMKZOk0b5KH3AeLN+xFdMfTBRFIw92yy23ADpJy5T19nq9HDlyhEOHDhmkrLa2llAoVLStMHNOsWSKyyMBuoYD9AdC9AfDDIWjdA4Oc6F/iGgyhSDAVpeuQv3Txx9i9QL3hOxTPhw/e56EJnAuaeYbn3iQNfPnMjIyYpyLx+PhvffeA2B7lUx1+ArnrlymtraWoWCUf/7ZO1zrruNTd64z/s14IsVff+9V7FYzX/7MRyAr2/T24Taef+cUj9y1huULxjJhiUSKjq5B1q50AxjVB23Oamy2GCX2MYXN79cXHl2u3MW4RCKAIMANN9xgvPskk0neeauFXz+3kxVr7AYpEwSB+qxMW3BImdKKCDA8pL8TxlOBCWrTiC9MaZkVkyn/AvHgYB+hAKTTU34Ec+Y4eWfXOUKhGN3d3axYsYI1a9YYSll2EZYMKROA6xfCf3zvaSIhPytWrJi0MuZ4dHV1oWkazc3NuMoKW9zM/PZn+4NdnfitJ2HNzc3GQ6cQlJWVUVFRwZEjR4xt41fOxpOydevWIUkSGzduNDzsGftiRikbj5kSqmL7gy1Zs4GhWFZ/MEEgLZsJyWZCtnKDlFlTEWzJKHI0jHU0oNPY1UayxEHMUjKlfVHPgynEywonVNaUrjYV0+vLlhwtsCGPjdEEkbjJQdzkAFsN4XGkzJYIgwBViW5CKRnBXkZCtJMUbWhC/gesFg6M5sEK73UlKRFUCvdTC0IaawkIyez+YAJa2kQ6bMpLygRTDFEUMJcnEaw+hKQFJWpCiZrQkiJ57YvvIw+mpgsfk1SCefqDiaTTJaTTJRikTIphknVSJgopJBNUyLp9UbI4Sam2UQUyT2PvGeTB5Nn+YLOYxaTI2Ovfr9qUrZSBTsoyCpLbrVeLA/jc5z6XQwgGBgYmLX6VmUsLRaZi465duwoeU19fj9lsznk+mEwm5s2bx7x584CJpOzUqVMA7NixgzNnzuTYFzNqeyieoHvYj9fnp8sX4MrZkwgI/NGzb9AXjuYcgyyKVJTYaK4s574brmHF3Fo2L3Lz+ovPE7KLrF00r6BzefbASS5eukTCZOPZx/+AxkpdpanIUsraLg/w+LeeZbHLzK2La+jyegmFQgSDQb777f/LMqvE9rXXMOLzUV1djSAI/OtPd9LZ4+NbX3iAKpeDy5cvk0wmKXVV8/c/2MGKRXN4/KHc7Njzb57EH4xx7216EYrM9+gLCFRXluYQikBQvx7OstxFT0GMAgINDQ3GNrPZTOvpAENXLDz+9J8giJphX/R6vQbJv/7DJvYefp2uvlxraTYySthIYHCC2jQ8FKaiMn+/z3g8jm94kIBfIJGY2vm0ckUjqnqQg4dOT+gPNr4ISzYp+/XLewn4h5AlPat5/PhxY4HD7XZTVVWVl5R5PB5jYaFQeL1eoxXELK4+/FaTsFQqhdVq/cDVpvGk7LbbbmPDhg0cPHiQxsZG1q9fz+bNmw2lLB8pc7vdDA8Pv+882FQwmUxU20wES6qITLbTKCkLy2bCtnLMyRhz/R5CFicCGnIkTE1Uf1glNGGUlNmJWUsMUjajPFgiMiEPNh2sqShRVUQRJ1ebxpMy81AraVVEtLjQCOBIDVMqDKNp5CVleh4sPcM8WBHKkTzaHyw+FdHJJWVmpx/NFCLZa0eyK2iWBBan/hKViml5SZlkT5OMFZcHU4QoseC4PNiUUClxqCRTLr0r96QQSSslpJUSRLEUQegmlnQCIghBbNIwdhlUjbyk7P3kwWZX+WYxi4lIJBJFq01ut3tatcnv9+P3+zl16hSSJPHkk0/S1dVFMBjE7XYbSlk0Gs2xL2ZI2UzyYE1NTRPyYIWcC+R/Phzu6OLt8x2YJBGTJGGWrJjcy7HEUyR8Azib5jPkG6L38GEOHTqEBsRlC/2qRHdSY1CTSY0+Q+80R5HNNjYsctNU4aKp0kVjhZM5rlIq7PYJKlcmD1ZI36a0ovK1l3fz8qETfKRE4+4PbTEIWDZ8wQif/8HLiBYb//D4H1DrctDW1sZzzz2Ha+4CTl/sYoFL4vC+3Rzetxu73Y7FUcHp1kEe23Y965brmdrM9X3mtXPIksA//tldyFkLlpFYkp+8eIS1K5u5/ppGY4zFYmXnoSv8/rhCEf6MHTFLCVNVDasthcVclpOhUxSVg3taWbd5kdGgef78+cyfPx9VVfnyP/4Tvp4U67esIpEOTrCWZhPm4aEwFjuEI6EJi3TDQyEqqvIvqnZ3d6NpGv4RkWRyains2uVzMZkkzpxtA6Zv7J0hZSZbLd/93g+pq9T46F13GqXkM4JCtrU0m5Rl8mAmU2GOHFVV8Xq9s3mwqxi/1SRspqt8xapNTU1N9PT0GD1TZFnOUcqySVlfXx8ej4d58+bNKA+W6R1WCDL9wYpRm6xp/YHot1frzZAdGrKawpqKYk1FkSOhHFKWsjuQlDQpyOkPNh20UIDgNHmw3AEapniYZBH9wUQ1RYmsERQrCIuVYK8mpqmYtBhmLYpKgLJxpEy22kbzYIWfSyYPpqSL6I810/5gftCGraSHAeykzCpSSRqpJI1mTmCZk0vKBHsSIWml0IbLgqhgK9EQtGnyYFmQTHp/sFQR/cFMo3mwRKp8tDx9FSMRFZMU07NiQhBrNimLSVjN8mgezDz1P579ObN5sFnMYlJkqh0WCpvNRm1tbdFqk8lk4ujRo8ac53Q6c+yLy5bpVe4ypCw96vP6oPNg+cb09/fn7Q/WOTTCb061klQUUopCWlEBjbvlMEOaxKG2PgBKTOU0WETqJAWXkqRZieKW9RW88qpqmhobOHXiBJvXrufWW28t6Lh6e3tJpVLTKvhHOrr55usHOOXt5ZHlDSS7WlmyaOGE/RKpNH/x9CuMhGM88/mPUTtaRMPr9SKKEs+eGGLzyhU8+cd3EQgE9Bf+8xc423qBaytUhtsP8/Wvn6a5uZnBwUFE2cr5dh//8hfbqavKnZN/8eox/MEYn3lYL/mvaRper5dY0oLdJvAH96/L2b+1tZea6lLMWaXUh4b8OEo1nGW5BSneO9VNYCTKlpvzVEX0dKOhYpOrePjR+xEEIUfF9Hg8tLS0GKTMLJUw73r9/WPOnNwCHsO+MNdel7+Qk8fjQZIkQgFIxKcmYRaLieXL6vENXaZhbuHVB1cub6CxzkzPQJJLV+Bj99+PpmmGtTTzXzYpa2xspKenhxtuuKFg++JsHuzqx281CUskEvh8vqLyYDNRm+rr6zl48KCxLZ1OGz8SyE/KJEli1apV1NTU5Chl8Xh80uOCmeXBilKbkhGimqgTMNCVMslMWDITtromkDIpGsIm6N6wht4LpGyjSpm5ZFL74szzYBohuRhCqZOjpJBrX0wKJSQpMUiZOYuU2ZQQCOAUewknBhDNZaQ0OylsaOQnjCYhSiIhoBaVBwsW2R9Mw14hkB625toXkxLppER6xMIEUmZNIMsCkhwH6fJooQ8rSsKCOln1xfeRB5u6KMm4MXJ8tD9Y9iNEJKWUkFJG7YuRUfuiFAMtiCwkEASooJ2RYApbaR0pzU5as6HlsS+Cimk2DzaLWUyKYtuq5Ks+OB0yc1d2HiwQCHDq1CnD2ud0OnPsixUVFQB8+tOfzrEv9vf3T2lfvHz5clF5sKamJjZv3pz37w+vX8XD61cZ/69pGgNDQ3zvu9/lD2/7EP+yahUOixmLKfc1KJ1O59gXz4ye44EDB+jo6MhRY2y2/HPzdDmds919fP3VfRy9dJmqUjv//Pt3oHS1cXForNdV9nH//bM7OOXp5et/dBfLG2uNv1242IEvKdJQW84/fPx2RFGkvLwcm93B154/jS9QxX988W7CI0PGe0ogEADgzsUyfR3HaEkP4Xa7qampIRSO8+wr73Lj2oUsX6QTm0yvq/YuEx+7d2uO7TAWS/LusU7uunNVzjGfOdOKIMCc+oac7Qd2t2K2yKzdNJFovvWbAwDc9/A2g4BMZS1tOXgSV62+3zPPPGMUYWlubibgD1FRmZ8weTwe6uvrUdVeksnpC7Fdu7web2c7jY0TieNk8Pv9pFMxKirr+Y9ndrNkYR2rrmnIsZZmkzKv18vFixcBOH78OPv27WPt2rXGbypjLc13LjDrFLma8T9OwgRB+DDwTfTwyQ80TfvqZPvGYrGiJot8ebDp0NjYiCRJU37OeFK2adMmbr/9dg4dOsScOXNYt24dmzZtQtO0CfbFDClzu93E43H6+voKPrYlazbgi6eLU5sSERJTqU3jSJlkT9I40kHYVAqCiBQLUR3XSW9SE0iOkrK42a4rZYLwvvJgcbnwsvmWdJS0KpCSpiAH40iZEGrHJGkguVDVACXCCCXiCJoGkYSEMIGUfVB5sKkhmRN6f7DIVEQvl5TJFSLUx0mMlCGa0mhyFGvFqKUvQV5SNpM8WEIJ5cmDTQW9P5gmOJhanRuzLwqCC0Ho5NixY0QiEZav3IBV8GGXhlFVjZFQCpsjl5TN5sFm8buGYubHDIolYTNVm6LR6KT7BAIBTp8+zenTpwH44he/SCAQYGBgALfbbShlsVgsx76YIWVWq5W6ujp2795d8HHly4NNBUEQuDLagmbZ4oVUOvLPX7IsG0QL4PXXX+fo0aNs2bKFrq4ujh49ahTxqqurM16Um5ubDVLm9XqN6oMZpNIKlwaG+cXh0/zi8GkqSuw8ee/NPLh+BRZZ4qm9b+IeV7Hx8pCf77x2iNeOtfLZuzZx23WLjb8NDgcYGhggoJbw1OP34rCNPfP//bnddFzx8c2/uI+FzQ3Q3MB1113H5cuXefrpp7kStrBt3UJ6e64Y6qbNZkMVHVTaIjx4+xJDjcncX0nVxsfuXZNzrVrevUQymeamGxfnbD914hyqCjfedH3O9rZzV1i8dA42e64bIh5NcrH9IvYymfVbcgtyKGmFUCCGq9KRQ8ouHk/QGWxh0dIm5s2bh8fjMYqw3HALjETP8tZbWk7eL7v6oCj1kUhMU5kDqKyQuNINpaVV0+6bQWbB4pOPfZhLPW/yd197iR984w+pyiKGgiDkkLK33nqL/fv38/rrr9PY2Eg6nebcuXOArnjnI2WzebCrH/+jJEwQBAn4DnAbcBl4VxCElzVNOzfJ/kVPMFC82lRsf7CmpiaGh4d56623AIwGjpkHdzYpy9gXFy1aZHiRC4HJZKLKZiJUUvgP35zW1abADOyLIVslSdkGDpCUJNb0qFKWh5QJqqLnwYpsuDxdHmw8xGiIgCKDuUC1SVMptSrE1XKiShXIVQyndDVFL40eoJQRSqQxUiaZSzBJGpFE4Ra5wvJguTD6g0WLqFhZopCMaqSCpehkp5yUrOiFPiyJvKRMk2LEwoVmwQBUHA6lgDzYGEQxhcmkEY4XYd8czYOdOHGCy5cvs3Pnzpz+fuNJmT+Uwl5aNtsfbBa/Myh2fgQ9E/JB58GykekPluk3VggqKiooLS1lz549hv2+rKwsx764dOlSYIyURaNR46WymHOB4lQAr9dLSUnJBLVpKnR3d9PU1GRUX0yn01y5csVQMI4dO0ZLSwugk7K5cxvo7Oyktmke/7XrXdp6h7jQO0TnwDBpVUUUBB7ZfD1/dvtGSkeJ08jIiJG3A+ge8vP9t47w6rvnkESRT926lk/fNmYDTKbSfPnp56kQ4OE7t9JQPZYh23PiIi/sOcPH71zDphW5RUHe2a9/Hzdv3crvfXQjoKs2Ho+HtgsXOXHqHEvrNX7z8i/YucNGc3Mzff1DpFKw/SMbKLHnznl797VR7rKz4ppcxWvI14csWamsHFsQDofitL3Xw/0PT3Q2vPLzw1jLVBYsXDThb3/+0He4+N4VXr/wtZztiWQUix2uueYa1q3Tr00qleLYkbN8/7svs2KNOacyZl1dHU6n02i5YDGbCiJhoqAn8pUiWrF4/j/2zjNMsrpM+79zTuXYOYeawOTIECYy4BCGAUcRxKygGFfXXfO66177iuuuuLusIoJgFhREBQQGycME4uTA9Ez3zFR1zl05nfR+OF3VXd3VPdUjsoJ1X9d8qapTsef8z+//3Pfz+P3Y7XZ8zQ1865/eyae+dA//+p2H+d6/v3fKjo0PPPAAmqaxZ8+e7P+bzNB1Y6h2LpStWrWKU6dOsWzZsoLfV1F/fXqjK2EXAG26rp8CEAThPuAdQN5FRlVVtmzZwuLFiyftnOXT2eTBfD4f3d3dUw5xnqh888EURcl29nn++ecnQdl5552H2WzG7XbzyU9+MvtZAoHAlPbFxsZGpJnmweTRapO58GqTTY4j6wLpcdUmVbIQkyzErCWToExMRHAImjFwebAN2eYiaXaQsDiQJWv+FvdnlQdTcJpUVEtZ4fPB9HzzwUSj8qU6DChTcqHMKRiNVRyOIeKMIEluFMWOqtjQ9fwny7PLg4VG54MVCkiZ+WBOxqpNArpiQomaUKJOslBmNbov6qY4FitYrDpy+jRoThTZhirb0VQzee2Lo3kw5SzyYIo6gwYbUgJFMeb0ZTR+vl8+KDMLCYIRZUrLT1FFvcU0o/URDEvepz/96Zw1ZaqK1Z/TffDP3QwNh8M5lTKPx5NjXywvN6zt73nPe7Jrqd/vp7e3d9r1vq+vL6faNJ0ys65mMrcpmUzS09PDRRddRF8oarSkD0bpDUXoiwgMmisJVjlJhYOI8TCD3YN09fQiCdB1qo1Q2yliJju+sko2rF/GgsY6ljXV0FDmzXmdzHdl8ZTxjXuf4LE9xzBJIu/dsIIbNp1HlXesghJLpvnSjx4hMtBLuVvkbavHqk29Q2G+9bOnmNdUyaeuybVpJpIyBw+3YDeZuf7KMRAqKSlhxYoVbN83zAutTn70retIJ4LZv6lgMIjZDF2ndnL//e3Z3620tJyXXjnFpksWZgc6A5xs68ZiVaip8uW8/su7W1FVjXUXL5j0uzz16IvULxM497ylOff1dgzTdjR/1TYpG7bK8RBuNpuxmL10tAp8/otXs2hZfY619Phxo8HGfffdx+LlIqHwSY4fb6K5uXnK3HE4PEg8LtA/UGDIGuP3zFQ1ZzVV8JXPbeb/ffcRfviz7Xz+E5smPT6VSlFXV8euXbtybp9u6Lqmabjd7qJT5E2uNxrC6oHxJadOIGdbRBCETwCfAANE1q5dSyKRmLRzlg/KziYPVl9fn5MHO5OqqqrOOB9sIpQtW7aMd73rXezZs4fy8nLOO+881qxZk1Mpy9gXE4lE9rPMOA8mx3PzYAVIiEcY0U3TzgcbD2WCU6Nh+DgpkxNVNCEmIpSnxipl+aDs9cqDnUkW3eikp+jTfWe5UJbWuxDkGJpagqaGsdtD2GwhdB3icTEvlOlKmFhUQCy4+2C+PNj0EqwaJqtAMnKm7osmFMWEEnMiOaxgGyEV9SJIKogx7G5jF09OA7oTJZ0LZZI5eRZ5sESePNj0SqcGCSVUNG3q3vTjoWzHjh189atf5crLNxT8GkUV9SbXGddHyF0jGxoaiEQirFy5kgsvNB7a39+fE/7PQNmf031wphWqaDTK4ODglI8Jh8McPnyYw4cPA/DpT38aQRDo6OjA5/Nl1/tkMpmz3megbLo8mKyqHAz0sLPlNHtOGhfwDqsZj6TjCYdpCaX53uO7cVrNOK0WnDYLTqvFmJOoKAyEYwZshaJE+3upB7715F76th3IeR2rSaLC7aTEaafUW0ZJXR2lTjvScBexQBtzlixDjoTo6e5CGfITGfLT3lWN0NNMZLS6kWkocqTlBLpo4oY7/ojZJPG+Ufiq9Oba5IfDcT53+4Oc6Bzg+rlOKkvHug/2DoX53P/8AVlV+fdPXoV5woiWnz70Ak5TinPmLcQk5WZwewfCPPTkQbZcsoSF85qBZpYvX05v3wA/uvOHSNYKFixoIBAI0NLSAoDJZGFOs0JDvUpvby/V1dUIgsCzz7yKIMDqNbmdIXdvb6GswsWCJblVs7Zj3ShCDJAmAcUDd2+f9PtmlNIiqIpxTZbzHQ1GASivcE2ylt59990oisKiRYt47NFdpJV+7rvvPsCoYk7M+2maRldXJ4mUhY7OwirOmc6iq1evzt62acMCjp3o5rcP72XV8mbWX5ibievo6Cgo3zl+lMSaNWu44oorihD2JtcbDWH5rlpziEnX9buAuwDOO+88fevWrWzdupVQKJQ9Gcfj8Rwoa29vp6en56y6D54pDzZRZ7MoNTU1kUwm2bZtG7quI0nSpEpZBsr6+vrw+/0sWLmK4ZnmwZLR6fNgEyRpMi5RRbaXU+gej1Uxqk0Ra5nRRt5hPI9NiWFV4pOhzOpEH/3Zk2LhQGlVYmfOg02QFg8RFaTCvzN0RDWOrrtIJsqAMsJBDZMphWRKouaBMpPkxGoDQXYXngezjubBZmRFPJv5YGlUBVKxUoz/ahWkRAWTJYlkSaIL46BMxqiUaXESCWGKxhj5VGgebEwCCh63mVdefr7gz1JfX4/ZbC4uMEX9LemM6yNMXiN/9atfoaoq3d3d+P1+7rrrLlasWJG1aGWgzOv1/kXyYPmOmcmaarPZqKqqYvv27Tz/vHGOyOzwZ6xY8+fPB8agLBgMYrFY8loRe0Yi3HDHA5hEkWXNNVhNJmKpNGp0CA+wo32IvhMDaNNs1totZmpK3MwXkuiCwDs2XEhNqZfqEhfVXjc1Xhdehy1vRe3ee+8lVFnJh667BjAcPePti/v27cvm1isqKxmUJVJDvYxoJj6w8Vxu2HQeFZ7J1b2Wjn6+evdjDASj3PKxzex89Lf4VhpWtLbOQT5/6x+IJ2Vu/fw78dWW5RzbGhjgsWdf5cJ6OHf5oknP/fPfvQjADdetybl9+07jemrdunVcssGAqkz3xT8+sguXa5iW1/bQ8toebDYbzc3N+AN+zBZYtHjMWphKyrz6QhuXbVk2qZ3/rqeO4qkUKS0ty+k+GA0neO4RA3yr6ia37FeJkoxIk36D4SEDwkonNObI5MHWr1/Pxo0b+cXdx3DOqeCGj56fhfyJeb+KigpSqRR2exWnTk+9qTBemWvDiWvXpz6ykaoKD80NZZOO8fv9M47F+Hw+BgcHi3mwN7neaAjrBMZPoWsAuqd4bI68Xi/Lli1j2bJlbN26lXA4nLPTlzlJX3zxxdlFoBA7g6ZpM/7DHxkZyXYYKvSY8RW6zAyR9vZ2duzYMQnKVq1ahdlsRtfB1HUCweMhaXGQNDvQxPw/WabaNKM8WNa+WPgxVtmoNqVMY0ClimZilhJilpLJUJaM4BSN6kdV+DSy1UlKcpI0TWNf5GzzYApJrbTgbJMkpDGbdeLRXPuiothRFDtQSjioIZlSmLJQZgCmxRtGFcOYcKEmrQYsaflBJpsHi80EwhTSCR1dKRQoQRXjJMMCOfZFzYycNCMn3UAl6YicC2V242/SLJ9Ex4mi2JFVO5pmId814VnlwUbtizPd7NB1vZgHK+pvSWe9PmayW42NjWzYsAFVVbNNon70ox+xYsUKLBYj9zrREh+L5Z9CmRkaO5M8WGlpKV6vl507dxZ8TL6OjZFIJKdS5na7c+yLmfX+3nv/SCBwkL/7O+P2mpoamipK+OFH38m5s+pw2cY2sR588EHa2hI8+aXPAZCUFWKpNPGUTDSZQhQELGYTlW4nLpsFQRC46667sFQ0ccOWwirymqbR3t6ek9ORJImmpqbsuUxVVTo7O3l816scO3ECryBjlaBGUnD2vsaru+PZLn9OpxNV0/jFk3u489EXKXXZueMfrsWuRNF1nebmZg6c6OIL338Iq9nEXV+7nnMac9vC/2n3Mb7z06eZXWaczyfCwcnAANueO8K7Nq+kpjJ3E7elpQ1FFVi/Zswm6PV6Wbx4Cd/45nbWXHgun/nk+uwG+cmTp7CMdui99dZbs58jPCyQSqZZm8eKuOvpozSeKzJ7dm5+7ZF7XyQRS1HTWIbVluvuCQaD6IKMHJu8DiUTRoDBZs/Nebe3t6PrY42eLFYTckrNvseNGzdOyvtlMlgOWz+aKvDoo9uYO3d2ThOWicrkwSZW6EwmaVJjk4zuv/9+NE1Dlgvb2s3EYtauXVvQ44v669UbDWGvAucIgjAL6ALeC7z/bJ7I4/FMgrLMiSAajU7aOcsHZT6fj66urhnlwXw+X7YcX4hcLhcVFRXs3bt3ysdMhLI5c+bwoQ99iFPDXlyuOOWxEbyJEQCCsmRAmdnoWJiBsmz3wRnkwax58mBnkh4LGvPBhKnhIAfK7Do1wRZ0yY5isiAmI5RKxk6VrAnIFicpUy6UvX55sOllFkazTdNa8URUxT46Q6wUOT2AyRRBibhRtQi2kigWTxRdh2QEpDxQNpYHK7zapE/Kg02v7HwwrZTpuu6OhzLJ7MJq6yWZ9CIIGhDFYR+rlOWDMlM2DzazDNnEPNiZ5PP56O3tLebBivpb0uu2PkqSRENDAw0NDaxfvz4Hyu68886cStnAwECOfTEDZWeTB8tc4M40Q5a5+NDJuBQAACAASURBVJ1KkUiEI0eOcOTIEQA+/OGfU14+RGvrPHw+P0891QpAMmmlvb2Jz3ymmZDHgqO2FlEUs3mwTE4HjGqX3WKGKQoJmW7GF110UcGfpaenh3Q6PW0Fv7VniG//4UUO+ntYOXsOVyyp5tVdz3PBBRcwODjI/v37s5Wy0rJyAmGVloEUlyydx9c/uBmv08aTTz5puHiG03zjrj9SXebhti++i7qKsaxZMi1z66+28/Bzh1kxv54LG1PEY7acalP/UISbb3scl9PGR9+dWwVLJNOkEiO43KWTrI37D7QTiSS5aMO8nA3y393/AkdCT9HcPJvycm9ODuvCy+HEqZeRdaNjZnV1Ne0nBwiGhmkSTTnfWTKe5qGf7+L8jQa0BUerWxllqk0WcfKPJ8sqJpM4qeLm9/uzGwtgzACbOCfMZDJloQyMqmZ/fz/VNbN45ZXD7N+/j717XwWguro6p1o7vjPmTHKHU+XBplNNTQ02m63oFHkL6A2FMF3XFUEQPgs8gdGC96e6rh99PZ7b4/GwdOlSli5dytvf/vZpoSwDPH+JPNhEnc2i1NTUhKbDns5qZE1CFHTKHQmqXXFqyoJUxEbwirlQZpUTxHVhRnkwsYA82HgJuoZXVIhaJ5fTp5JZS2ERYUQqISF5wVxLSJexanEsWhwhFaFUyYUybRTw0hR+AV5YHmzCexPPYj6YGiEWExAjHgQ8xKM6oiWNZEuhaBGsk6DMickpoAatBQOlYNUwnzEPlivRZuw+qjOYDyZZjDxYKlk6mnerIpWUkUyJ0Q6QY1CmKKDpTkRRJi0zozxYKjlIKDV9HiznfY1eQK5fv77g1yiqqDe7/pLr45mgbNmyZZx//vnAGJRlGhW83nmwfMd0dHRkBzyfSaIoUl/fzcGDy9m2bQsALlcEny+Az+enuTnA008bUJZKWQgEmrnxxirC4XD2ArwQTaycFKLMOp/vmEgixe3bXuD+nQfxOm3c/IHLefv5i3j44YdxOBxs3rwZQRBQVZUTp/w8tv0lWgMBSk0yF5QCvQf59S97aG5upq2tDZvTyz/dsY35zVX87+evodQz5mgJdA/z9dse5WTHIB/ZegEfu2Y1//1f32Xp0rGK1kv7T3PzbdtIpRX+3z9cjcedu3Zu33kYm0Vn4YLJHQt37DqO3W7h/FW51atXXj6M0wsXX7w+O9trZDjIlz97B83nuBgaGqK11fhtrFYrku6kYZGxOTn+t/nTA68QHonx3k9fwi//90ks1tz1xu/3o8oCHu9km6LJJKKqGqqiIZnGNj4DgUDW5g6ccX8z45JavHgxmzZdzk9+cYL3v+cCLts0O1spG98Zs7q6mtraWkZGRli5cuX0Tz5OhebBxivz91WcD/bm1xs+J0zX9W3Atr/060yEskgkkt3pi0ajzJtnzLW48MILqa6uzqmUTXWxeDZA5fPNfD7YwlWbGY7ryJoBI5ouMBBzMBBzcKSvAlHQKRuFstpRKDOJgACl3SfGKmXT2BclTTnrPNhMZ30BpMflwTTBTELyZqEsPAHKXJLx/ZfIHSgmJ2nBQUpwoDC1ffHs8mAxdAr/LNn5YKlxeTBdQEtZ0VJWA8oiOqJ1HJSVxhBFAaEshSImMKkO1JjJaFWvTmFfPKs8WApVBVUu/Ji0GkaNiTldIDXNjJY2I6c9QBXJpIzJlMRkSgBRTGYdJPAIp9BwIKt2FNWBOoV9UUDB6zHz6tPFPFhRRZ1Jb9T6OBHKNE3LQtkdd9zBsmXLsFqNc8mNN96YY1+MRqNTPu/Z5MFqa2tnNB+strYWqzWN3+/L3haNujlyZAlHjiwBwOWK0tzsx+fz4/MF2L3buPB/5NFn+OHdr3HtdQ3M8vloamzAabeiqBqyopKSFdKKiqyo7DvyGqIoMZCGnpYAiqqhaBqqqhFLpTnZO0RfMIrFJGE2SVhNEkr7USSbk9/sPorZJCEIEIolGQzH2PnaaYajca5ft5zPXrUWj8M2qWNjKJbkV0/v5f7tB4gl02xauZRPXrMBLRnJbiofOHAga1u7rNnK+Ss8dHecxuLz4XQ6efKFFv7zp09hMZu49cvXsGb5rKzjx+fzoaoaP/ntC/zi9y8xp6mCm7+4leb63I3VWDzFo396gSoPrLkwdxCzqmrsfqGV1RfMxmIZu74YGY4yEuzD6RVoaBhrvhE4NUJ7m8xHbrqUDW9bmLNB/sqLByirNdbBO+64g+bmZhoaGnnk/u0svWAWi871kU7J2Ca0xvf7/USGdWqbJmfgHU6rsbmYknGYjONSqRTd3d05G3uyrE5quT9evb29pFIpfD4fDoeVuXOqOXy0m4/deHGOtXS8fTFjn3322Wc5evRozgy5TBOWiTqbPFhzczNDQ0N4PIX3ACjqr1NvOIT9X8ntdk+CssyJIBwOZ6EslUpNsi9moOz1yIOdSWazmXJHgpaBqatNmi4wGHMwGHNwtK+CUluCqxb6CQy7sdmTlMdH8IxWykJpKS+UWV+nPNiZZFPiJFQRVZh6DtdEKBMix1F1AcnshlQEj8VY9BVVIJQ0YXaX5kLZ65YHm16FzQfLhTJZDGEpiSD3WVGIY61IYq4wYCUxouaFsrPOg4XG58HOJA2XWyOd9jKdDV3XzMhpM3LajSiWYLV2kEobc8t0PYLTOq5ShnMSlP05ebDiLl9RRb0xMqpL9dTX17Nu3bocKPvhD3+YUykbHBzMsS9moOxs8mB/XsfGqc8P0aiLlra5dKbNHEybuNwZodaWolMVqKzv4sArHRx45UVkHYZkEwOKxKAsEVSlbCOpSzxRFF3gptsfzPsaZkmittSNommkFYW0rHCxbYj2lJkHHtudfZwkCpS67CxsqOIzW9awuKkme18wGCQUCrFmzRr+sOswtz20i3A8yaUrz+GmLas5pz4zz6zEyPzNXcx37nqAanrAWcm8ajdHDh9m/759AAhmO/4BhaWNlfzjR7fia6wGxs6/JWVVfOHff8+eQwGuumQJX7hpEzZrrhNEVTVu/u/H0OQwZouVmpqanPtf3XuakWCcizbMz7l9964TeEp0qqpqx6pNwO7tx7FYTZy3Zg4wtkEuaV5u/5eXWXutDZ+vidLSUgKBACdOnKDpQjBJw/z6179G9ESx2ExomoYoitnugyM9KqXn5jbfADCNzuFS5LGLgcyM1vEbe5qqIUpTr5cTq5rLljTwx8cOkE4rWficmPd78MEHaWlpYd26dQQCgRxraVVVVY59MQNl9913H7quzzgPlq8zaFFvPv3NQNhEud1ulixZwpIlS7j66qunhbL29nb8fj+zZs3KmQ92JmXyYPtGT5CFqKGhAUmEvmjhFZoq1+gg3I4qYmkLQsa+6IlTUx6kIg+UmdQUis7rngfLPUDHlI6imAvv3iPqCnaLTlQtJ6qWg1BDXJYxCwnMYhyHOYJd6wcMKAsnTVhdjtE8WOGfpbA8WK5M5uSM54PJcgg1KKD32RCxkejXER0qklNFIYa1cgKUaXZwpBFSDl7vPNh4ZeeDKTOBUOM7S6bK0HQLUE0yLWM2JTBJibxQJqAW82BFFfUm05mgbOnSpZx3ntFkIANlGc0UqM6UB5t8zKfp7w8Ri01cI3Xslf24fX7czadx1PQiiDpKwkqZpHO6s4GH/nQFklnG5QnTVNdNQ00f9RWDLB3tGpuWTXQPlrP2ogq6W4/SvGApH1yxarTaZcIkCkiiiM1ipq7Mk9Pqvaurix//+Md8+QNbmb9gISlFQdfJNvnIp4zV8+5nj7GvfYSVc+v56nsuYV5DbnMNXdf5/fZDfO/+55nvTSI4Rf7p8x/HbDajqir+QAd33/cE0eAAzaWA3s0vfnonFRUV+Hw+Ojs7cTrd/P03H2QkFOdrn76Ct29amucdwU/u3cULr55k8xozc+f4ct57X3+YW/5rG/V1pay+YE7OcTuffw23B+bPH2u/rus6LzzfwqoLZ2Of0Cjj/rufp6rBhq6rrFy5kqVLl6IqKp/a+l94ayQ2XjOfQCCAuyEJ9HLLLbfQ1NSUbTATHtQoq5gMYWazcVkrj4OwTB5sfIXO7bETCk3tAwoEApSXl2e7Dy5b2sjvHtzDidZelkwYTp1RR0cHs2fPzuYIx3ctzQdljY2N1NfXZy2Nhai6utoYBF10irwl9DcLYRM1Ecqi0Wh2py8cDnPZZZcBsGTJElwuV/a+np6e192+qOkwMIMKTbU7TkwWiaWNk5M+vlLWU4Eg6JQ5klS7Y9RWGFCWtS/2tSK4Rytlpqnti2eXB0tjEXVi4gxmfWlGhU7Wx47RMJPSzaRUTy6UCXFs5ggO3ahMOsUeIrEBLI4SZN2BoluZCmTMQtyYdaUV/l9AU8JGHqzQapOg4ygXUYfG5cF0AS1mQouZELGSGNAR7SqSKwNlKUSTAOYEit6JpLtQUxaj+qblh98/Jw+mzhBC02kBTR+DUF03k5bNpGUPk6Esis2qASJf/vKXp5zvl/O+Rru8FfNgRRX116N8UJaZcXn77bezZMmSbIbsve99b459MRKJTPm8GUCYSR6sqamdgweX5b2/ecujWLxh4n3V9L96AZHALCwpC67P/4DWw0uJdxsXzxGg5/ByMpe+TmeU5uZA1r7Y3WpE8doOH+OZR+N88pNGBaO2thZJyn8eHl85MY9aFKeSruvsa+3iD0/sQNcE/CNJvnnDFVx1wcJJwDYYjHLzz57khcN+Vi9uZpFzAJvVmq02ReJpvv2LFzh2Ks5XPrqVt1+0mJ6enuz59tChQ9nmY/MrEyzeOI9Z1QLRaDSnSYeu69z30Kvc87uXuerSeSRHDuS4EZJJmW/82x9IpxVu/a/3YRvXsbA9MMjp034WLyebBQNoPdbDQF+YD3/i4pzPdOp4Dy/vOM7VN8xjKHI6e62080+H6Wwb5obPf4h1VxjW0o9e8R/MO7eCJatq8fv9DA0Z87oWbzTR1rkP5+5k9rcRRRHzaCVsIoTV19dnAQ6gtNTJa1MMgtY0jUAgwOLFi7O3LR2db3b4SGdeCAuFQoyMjGQb3kD+rqXjoezgwYOIosiaNWuYPXssa+YfN99voop5sLeWihA2hVwu1yQoy/znCAaDWSgbXymbCGXNzc0zzoMtmJAHO7N0qt1ROoen9gbrusBQzM5QzM5rvRXYTTLvWtlG14gTyZqmPDGCO2VUysJpCcHtJmly5tgXLdk82Azsi8ro7uIMIMyqxVE0UPSp4SALZboBZWqsFbNJRxDc2CxR7CYjFK6oEImZ8kCZjqjF0PUZdB8UVOwuEGcwH0y0pBElgXRsmt9SN+aHaXEDymQ1hbUhRTrkRJFjWEqiWEZ/2kQEJN2JmrLmQJlkPbs8mBbPzYNNLx1BiKHp088HGw9lglCBzXqKI0eOZL31Zxq6XsyDFVXUX79EUaSuro66ujrWrl2bA2U/+MEPWLJkSbZSNjQ0lGNfzECZzWajpqaGHTt2FPy6+fJgYxII/GkLctiDkhirks1bYbTYz3+MoVjMxWuvLea114yL7i1bHmPVqn0cOLCc5uZ2nnnmGQDSaTPt7U184hNG1qeurg5JkrLZroqKihywGS9d1wlGE7zc0s6vnt7LsfZ+rqiK4imr5MGP34DbYZv0+KdfPcF37nmGZErmyx94G1vXLeCWW25hwwajZf7priG+9r1H6BkI8R+ffzsbzzOqUJm836rzLuA7P3gQ0sdIC14WzC2nw9/GyRNG6/WKigqam5upqW3gwT+1svNlPxetOYdL1zXy6KMHsudhXdf5zn9vo+1kH9+++Tqamypy3uvPf7qDsgphUrXpmT8dRpQE1myYl/P4+3+yA4fTirdCBItRbdJ1nft/9ByNsytZc9nYLLNEWMFpLufqq68G4H//93/RVJHWQ4OUlcV5+umnAbBYLDQ1NaGkbLi8OqmUAZ758mAApWVOgiP5xzP09fVl16yMSkocNDWWcehIJ+97z+RjppoPNl4ToezJJ59k165dPP/88zQ1NU05dH38KAmfz1fMg72FVISwAuVyuVi8eDGLFy/mqquuyoGyUCiUhbJ0Op2Fsrlz59Le3l5wVziz2UyFI0nLQGnB76vElsIq6fRHCgedSrdRgj/SUcFwzG5UypxJqjxxaiqDlCeCuMUgMAZloqaO5sFmMIdMiZM8Qx5skpJhwooJzIVnm5x2jbRcQjxZCVSTkhVMUgKzKZ4DZaoK4ZgJq8OF2aQTj86gCjRqxZs+D5ar7Hyw6Azmg7lU0gmd9IgHAS+JqI5olY1GH2oES0kMi8c4GWegTLfEiIeh8DyYns2DFarMfLBYYubzwV5++eVs6Njj8eTM+8lAWWaURKaddHGXr6ii3jw6E5QtXryYVatWAWNQlkqlzrorXCDgy3t/oq82zzEBYjEHAwOVeY7Ir/r6bjo6GnnsMePC3+mM0dwcMJp9zPLz7LPPAiArIgNxO0mLTpMlTlfKwkX/eDsWswmLScJilrCYTaRlhb6RCKnR6oyvupQvXbOa1hef5G2rz50EYCfaB/jPXz3N4ZM9LPRV882PX4mvtozW1tbR+YnN/PbJ/dz+mx3YrGa+99VrWbkgtzrT0TPCP3/3YdR4D/Nq4Suf/yheryfHWhoIBDh46BB79+7FAly51snSJSYOHz6UHaINcO9vXmT78y188qaLJ9kQW4/3sOO5Y2zabKemtjRboRvoC/PoH/awafMyPCVj1w1dgUF2PnmEaz+yjq7uA9lq08vPHcN/vJcvfud6RHHM5plOyZhHuyOGQiFCoRBNNYs4vb+fm2+5EZtTzIGVwcFBlq+He379Y3y+ZlwuF7quT+qMWVbmIpmUScTT2B251yiZv8mJ69DSJQ1s33EcVdWQJHHSMTabjerqagrVb3/7W4DsRkTm/1FmjZw4dD0QCDBr1ixWr15d8GsU9detIoSdpaaDsmAwyKWXXgoYNscPfvCD2ZNEd3f3lFBm5MF0+qOFg06VyyhZ980Awqo9MWRVYCRmnPh1XWAoamcoaudYdzkCOqWupJEpG4Uy86h9sWSgDdye7MDlqeyLZ5sHc1o0dKmMRGHcillIGtmmcXOrdN2ErLiRFTe5UJbAZolgNxmAabUPIqeHsdhKUGQbqjq1fTGbB0vNJA8WRA0KoBUOR7pdRpDH58EEtJQFLWVBwJ0XyiQTWG2QiPmRBBdK2o6atk1Z5fpz8mAzmQ9mkuKT8mDhcHjSENbxYeXy8nL6+/uLebCiinoTKx+U9fX1ZddBp9OZtS9u3bqV06dPZy+iw+HwlM/r832agYFgnjzY1PL5/KNNPIxzasmc43ibT2F2RUATESQVQdSMWYmijsUkU1vXzbEhD4s/8GMEUYPR+7tEnV4tjaXPRblFpdykU26WqbMZVZcGi4wUU2ma40SxuEiLNtKqjkkS2bhsDjWlbmbXlnH+/CYOHTpIK+RUm/a2dHDvk/vYdfAUZR4HX//Ipbx93WJMo9bGTLbpv3/zCvtaulm7fBb//PHLKS/J/T52vtLGzT/YhiSKvH11JZqSxOv1ZH+b+vp66urqGIm5ee73PdRUuLhm8zmkEiNZ5wLA7bffjs1WylPPBrh00wLe8+4LmKif3L0db4kNWYnS3Lwie/u9P92Brul86OMbcx5/z53PYbaYWL/5HO777cvZRkz33/kc1Q2lXHz1ipzHp1MKFos5+/kBrJLxWWx2My6XPetaAtj+9AF+dNvDXP3uuQSDA7S1tQHwu9/9jqampizgeL3GGjMyEssLYWVlZZOqTeetmsVjjx/iwKF2Vq30TTpmJvPB0uk09fX17N491sRF0zQ6Ozvp7Oxk9+7diKJIbW1tdo1cvnw5Foul6BR5C6kIYa+TJkJZLBbLQtnw8HAWysZXyiZCWSYPNhMIq3bl5sEKUY03wlDClO0CNVE6AsNRO8OjUGYSVd51fitDYTuaSTEqZZIBMpGUOAplmUyZcbJ8vfJgZ5JZGJ0PNg1Q5EJZFZLUhUgcTXZhscWwO4YBUBWIhsW8UHbWebDhs5kPNt1vmQtlaS2OvSpIOupCTsexeCNYHIbdJxET8kKZZEmcfR5sBjPVUqlBwikVVZ26ZWUkEslCmSRJfO1rX2Pr1q0Fv0ZRRRX116/MxWRtbS1r1qzhPe95TxbKAoEAdrs9WykbHh7OsS9moCyTBzt0KH8eLJ9KSoKUlIR44YW1AFg8QWZdNjYBINZfjSZb0BQzuiaiayKV3jCiAO1ddURGSozbdeM+NBElZSMxVEFyuIJ0xAMIbNz4HJdcsoODB1dQX9+FNhRABMS0mYGORm66ybjwr6+vz2bKMp+7tKycbS++xq+f2Mfx9n5K3XY+8Y41vHvTCkpcY+tay+k+dr60n1BM4FRohK/eeCnvfNvSnIt+RVG5+/7d3PPgKyyYU83NX7iaX/7sRznZJoBkSubWO5/m8WeOcN6KZv71i1dT4nVkv//bbruN+fPnE40lCQTaWDQflORhbr+9O8fJ8MyTLex55RQf+Mgy2jv3ZeGgq32IP/1xP2+/9nxq6sZmefnb+ti+7RDX3bCeoZE+wLju2be7lZYD7fzdv70z290QjE6NiqxitRmXqplqk6AbjpSJ88MAXC43Qz0CK5atYfGyRu666y7S6TSzZs0iEAhkraWSZGLxCpWdO3eybv252bxfvjxYRmsunIPHY+fBh/blQFg4HJ6UBzuTCpkPpmkaXV1ddHV1sXv3btasWcMVV1xRhLC3kIoQ9heS0+lk0aJFLFq0iC1btuRA2cjISA6UdXR04Pf7WXre5YzEmVEerMYTpXOkcG+wzaTgsaqc6i28wUaZK4kkwvHOcnqGXQjolLiSVJXEqa4K5oUyQTfA8vXOg02UmggSl0R0ZpBt0uNoqpNkpAKoQIkpSOYUJksSiy06BmXqKJRZPdgdIMqumefBooW3mZdcBqzMzPIoo6qQDJcB5cSSOpI5jWRNIithLJ48UEaURFyYUR4MIYbO9Hmw8RIEFa/bzDPPFJ73KObBiirqb0MToez666+fBGXnnnsuMAZloVBomjxYfvl8fmAsD5YOl9D26DW46jox2+O0P3/5pGPmXvYkiuJn7yPvQlEK23Sqr+9hYKCCP/7R2EByOOJj9kVfgOeeew4AWTbR3t7ETTc1c+JEK1jdvPOrP2EgGGNWbRn/fMNlXLlmIVbz2KXZyY5B7vr9C+ze18qlsxPM8s3h2x+5Hue4boNdfUH++NQhtm0/wnAwzjsuW8bnb3wbQ4P9k7JNXT0jfOM/H+akf4Ab3ruGj7xnbY61LmMdX778fL757adQlHK++a9XMjLSRyAQ4OjRo9mOz4k4rNtYgtUeQRCErOXvl3c9j9ls4n035Oaw7rnjWewOC+++cQOPPf4wZWVluFwufnnrE1TVlXD5defnPF5OGQ1bzKNt9AOBAD6fj/SgsVaaLZMvYbONOdIK6XSa3t5e1q1bx6ZNmwCyrqW21lPs3r2PluP7aTm+H7PZTFNTE2VlZaRSqWzb+fGyWs1svWoF9973Il3dI9TXGdGR8U1ZCpW/OB+sKIoQ9oZpOih79NFHR08QKVQNNs1ppy/qoC/qYChuR9PzX/h6M3mw8Azsi+5R++JMjvEY1abBkLErpyMwErUzErVzvLM8D5SFMEtG5ztn2I/g8JAWHaREO5owzaKWDBOZYR7M5VBJyyVnfuioRFHGbIFEaAz0dM2EkjKhpJxAOUpMRTInDSizRrE7DMA0eyKk5AhWswc1aR21JuZ/r9k8WGwGebCzmg8WIxkcPx9MQJWto006vDlQlpbDuLwRMuuWIJ5CFN0osh1FsaHr+d+rKMpYzjIPNtO8RzEPVlRRf3vKB2XjGxPY7fasRfmyy55izpw2AgEffr+PUGjqbKvP55+UB4t0+oh0+qY5JkBXV33BACaKGk1N7Rw+vASrO4i9dBBBUuiJmek6vICXW+bgLh2iqaGT+uoBams7ee65UwBosRjNupP3bT6HDResoKGhHpPJOA+n0go/ffAl7nnsVWxWM+/ddA5D/v1svXxtFsC6+4L8/Hcv8afnjW6Oa1fN4Z2XL2f1SqND4Xg40DSdHS+e4JYfPIEgCHznX69l9arZkz6P3+/HbLbwtW88iqJo/Pd33suC+bXAnKy1dO+eY/zojoeprJKwOxO0thrDsO+8807KSqs4cqSFt7/7/JwW8m3Hutn11FE+8MlLcHls2WrTy88d48ThTv7h36/NGf4MEBo2ZtB5Sx053QePdAWxWE15rX/mcXPC2tvbJ80HG+9aevj33VjqXbz/wyuzf2snT54E4LHHHuPw4cPZyl+mCcs7tq7kN799mQcf3stnP31p9jubaR7sN7/5DUC2c+WZlJkPtnbt2oJfo6i/fhUh7P9IE6EsHo9noeyJ5w+yom4AAEUTGBgFsolQVn02eTB3HFmDkRk0pagtCxFKSshqfjiYDGUa71hzgmjcioxGmTmIc7RSFk2KCA73KJQ5slA2Pg+m/Bl5sDPJJBnfmTJNO3ddk1BSziyUSQwgWWNoUQcWexyr27DHqArER8BimgxlaTmIFhRAnWEeTCl8Phii0bFR0LykU1M9aAzKBLwkgwmcFf2kky7SqQQudxir1fg8iYSQF8rOLg+WOKv5YH19fcU8WFFF/Y1LFEVqamqoqalh9erVk+yLVmsL5557AICRkRL8fl/233goy+TB9Ck2MifKak1RW9vDzp0bpnyMs6IHOeHMAleDz4/NloLGFpZed2LK42KymSODHvYFqpldFmPNwtO81nIOFaVhTh07wKljB5BlEx0djWzZWsbjr3RwojvOlg1L+Nz7LuKVl3bxUrtIY2MjfYNhfvH7l3j02SNIosC1V57L+99xPpVluZ0ZA4EAJSWlPPj4ER576jA9fSHmzanmm1/dSl3N5M1LVdU4fKSF3j6Figo3//Yv76SxIdc1ExyJc+t3n0VVnfzHd27E5TZzyy23MGvWXXBH/AAAIABJREFULCwWCy0tJ5i3EnqGX+W2205mIeb3P96Ly23jmg+tzXYfbG5u5kffeIq65nI2vXPVpPczPGC4OMqqPDndB19+8iUczvyOEdO4FvV+v2H5m9iUI6OFi+t4aXcbCxcuZNEioyPjPffcQ19fHwsXLiQQCGSbsJjNZhobG/H5fFy8oYE/PXmIGz+8AafTSiAQmHEerK6ujhdeeKGgx0NxPthbVUUI+yuRw+Fg4cKFLFy4kCuvvHJ6KIvZ6Ys4qXFFiSvCzPJgJWGGEuYp82ATJQoapXaFtq7C7Ytuh4zFDKe6SvF3ewGdEneKytI4NdVBysxhnJIx2ysDZZn383rnwSYdY0qQTgnoauF/+qoaIzUCYsgLeIkNqUi2NJI9jcmWD8rcmD0i6rBlZnkwm0BysPDfUhoNg6upGdgXLSl0HZKxctAloiM6kimFZE6STodwecagLJkQEEQ3kpQinWZmebDkAOG0Nm0eLOd9jbbuXbduXcGvUVRRRf1tSBCEHCi7/np9ApQdZ+XKXCjr768czYOtKfh1mpraEUV9SsujZEmy8O2/ybmt2W64PlqPLmW4t47ESIWx6SUpiJKCpphJx9yo6bGM8aJ3PEw8buf3v30fui5gt8dpbm7HN7uNc+a3cOzwaWY5oNEn0bq7jwPzX+HEiRNUVdXw/V88zyNPH0ZH5x2XLePD71o9Cb4UVePFV9s4fqKN7kGRlmd2sXJpEzd9cD0b187DYp68/nV1jXDrbY/itieprW3ki//4oZxZYGDMCvvXrz9AOJTg1ts+RGWVJ9v4Yv369SQiJn76P8d5300XsGBpCYFAgGPHjrF//37Ecjj3ShvPbn8KWTaM/cFumVPHuvnCf16fkwXLaKjfWIvKKj0cbduTrTYND0Qpq8zf9CtjUZTTKoFAgLq6upz5YOO1cGE9T2w7RE93kLr60mwGa+HChWzZsgUg61rKXI9loOzcpXDHnXezfNl8hoeHs5nGQtTR0YEkSTNyimQcIkWnyFtLRQj7K9VUUBYIBHj8uQNZKNM02DQ/QF/YQV/EyVDMhqaLeZ/TehZ5sAp3AkmE/tAMWuB7jWrTwEgGjgSCERvBiI3W9jLyQVnGvmhNd2CzeZA1B7JuR2PqC/+zy4NF0bUZzgdzQzo9bj6YKqHG7KgxO+AlNqgi2cdDWcR4/rI0mhzHKrhQoxJaQoIpdmTPLg+Wnvl8MC2CFhufBxNQFdtok46SHChLpUO4PWEys0lT6WNYLOXIigNFtU9pXxQEFa/HnA1AF6K6urpiHqyooooqSPmgbLx9cTyUrV+/m9raXgKBZvx+H8Hg1PZ1n8+Pokh0dk4exgugpm2ceOJarJ4RUuES4iOVzLvmYQaEEU7svAJBVClrOkF0sJZkqGra1xlfodNMKZLuLgbdpxjuExl+YS2mSC3NjZ2jmbLtCAJoOoxE+7jsvFquvGwNyxbPy9oXwch7PfbUYR5/9gjpZIQLFmosXriAf/2nS2momzz6Rtd19u0P8PsH9/DSKyepq9Fxz4aP3bhlEoBpms4t3/4jx1u6+bdvXcc5841xAJmOjVVVNfzTzb+mtMzFez+0Cbvdwpo1a9A0jW987m6Gg/2s39LIsWPHSCaTADyz83EWXeKiwicSCoXwenOtpSOjlbDSSjf+p8e6Dw4PhCmvzJ+LKis3gLSnZ4ju7u5p7XuLltQDcOhgO3X1pfT19ZFMJnPWofGuJSB7LfaLXz3B8FAoW83atm0bd955JzfddNOkJiwT5ff70TRtRnkwn8/H8PDwpO+oqDe3ihD2JtF4KNu8eTPxeDzbZfHxZw+wrH4QQRhE0QQGo/a8UFb9OuTBClGlN04iLRBLTAVQk6Fsy7pWNA0iYTsV5hB2s1EpiycEBKsHWbMj645xUPb65MHOJMliLBZqYpoKlZYLZWkljLkkijpsxmTXsJQaXkFN0Yn1K3mhTHIqyDPNgwkT82BnkjEfTE57pmkwMgZlAiXEwyncpV0cPXqU8oo52KxBXA5jdzISVbBYypAVO4rqGLMvnmUeDIq7fEUVVdTMJQgC1dXVVFdXc+GFF+ZAWSAQwGQag7Jg0JtjXxwPZT6fn66uemR56s2/cHczdBvnqUwe7MgRoz26q6KbueseByA2XEm4v4FIXyPRwRokSwqrI0J5VR+lpUFO9HpZ8LbfYXFGsLlH0DWJQf8Ceo+tIhEyhiG3vLYET0U76y97iAvmj9DRU4pVMiFHO3nkoQd48HcSHZ0NXHSxi9faIuw5NACCyOpVs1l6TgNtx/fz0Q9txu02qkaapvPyq6d48ukjdHWN0NcXIhxJUlri4MMfWIfD1svp0ycnZZsS8TQ/ufs5dmxv4ZOf2cS6DfOz9wUCAerr67n9u09w/Gg3//If12Ef1zTkyL4Ae3d28PEvbubaD6xHURRuueUWXE4vJw/3Utls44+P/BGA0tLSnO6L0Yix/mqCnNN9cGggwuz5k2fCAXhLHFRUeWhrPYUmadNu7M2aXUVZmZM9r5xi85blBTXYyFyLXbVF4pntr7HgHJmDB/dz4MABmpubxzVhkeno6OBjH/tYNlOWAeZf//rXCIIwozyYz+cr5sHegipC2JtUDoeDBQsWsGDBAjZv3kwikciWy/NCWcRBmT35uufBJkunujRK76CbQuHAalZx2HVeO1pK64lSQMfrTVNekaCiIklF5WQo03TpL5IHm3SMZebzwVLpEGpQQOuwATZi7TqSW0VyqZhsGpaycVA2oGDFCQ4ZZDszyoO5QQhPlwfLlWRJIUqgyIV/Z5LJePJnn32WoaEHsjvQxsySjdjKx6AsGlUwW8oQBAVFnXkerLe3F4ej8A2Coooqqqh8mghl7363zsDAQLZSZja3smLFQWAMyjo766mt7WbnzvVnePYx1dT0YrOlsvbFSH8jgb0bKfe1oMoWquceonbB/pxj6tzGFlhcjCGarMRHKhk8vZCBtqXIybF5X5IpRfPSHdTMPkipS0BVRe752aeRZTM2WwLfrFMsXrqHpqYO2k+ruE2wYblIV2cdmzeUcfLkSUpLS3G73UQiSR5/4hAPP7Kf7p4gZWVOzplbzYL5tSxeVM8lGxdgsZj4/ve/j8/ny2abenuCPPyHPWx77ACxaIqr33Eu173nwux7TKfTdHV14XU18czjh7nhU5dw0aZF2ft1XeeXP3iasko3V11vANTAwACyLDN0UqfviJn//P6XCIVHssB8/PhxDhwwgFkSrMxda+Wll4xqk8/nQ1U1gkNT2xEB5s6vYXiknZKqqfNgYPydnH/hHAKBQcAAynzzwfJpw/p5bFg/j7//+79nYGCAxx834Ntut+eA5EQo+8hHPkJ9fT0vvvjiGV8jo6qqqmIe7C2qIoS9RWS32/NCWSAQYNsz+1lWN5i1M1yyqIP+sIO+sIOhyNT2xWwerHuyjWEque1prGadgZHCL6YrSo3KyeDgmH0xFLISClk5dRJAx+NNG0BWkaCiMoR5lIkkejDbPCiqHVmxo+tTw9LZ5cEipIIUPh8MHWe5hDo0Lg+mCqhBE2rQBFiJdehILhXJrWKyaljK0oCAZk6iu7qxSG7UpDELbOrui2eTB0sa88FmAqHmBMmEytDQkPHpdJ2enh56enp48cUXc6Bs2fKNVJQHMZtFQOQzn/lMzryfSCSS/31JEk1NTcU8WFFFFfUXkSAIVFVVUVVVxQUXXJADZYFAIAfKVq3aj9cbydoXR0ZKmOo83NzsB8DvH6vg97asorfFyAcJooKzvA9nWR9Kyo67tJulG14irYCcjhPvW0h4oJHwYANKemxzrLTmJLNXPoXFHqPrxHksurCVrq5SZNmMKMqU1x3B2/gK/Yk4LTsWMti5FK9Lw+cLjNoXdyCKOpom8Jm/+x9kJcXgkE5jUyM3ffQiNqyblx0AndH47oOHD7bz+wde4YVdJ0CAizYu5B3XrGLJssac5hOZ7oO7ngpw6ZblvO/GXIDd/9JJjuwL8JmvX41ttDqWqTYdeL6T937qcuwOK3bHmLVU18eqmM88/gKl9Sn27t0LwP33309NTT3lDeAqmXodnzu/hoOvHaempn7KPFhGn//ClVispux8sIULF077+PEKh8OUl5fz6quvZm9LJBK0tLTQ0tIC5EJZc3MzO3bsQJIkVq9eTV1dXXbzvLOzc8oMddEp8tZVEcLeohoPZVdccQWJRCJrX9z29H6WNAyyVABVExiM2OkPO+gP2xmM2LNQVu425oP1B2dgXyyZmAc7sypL46gqBEemAgqBcMhKOGTl1Emj0cclG09jsUFo0EZ5TRinfbTDXwxEcz4oe53yYGeQaJMRTWeYD6YKqCETasiAslQ8jbUhjRq1Y7IksHoMWNFUiI2QF8okWxrtz86DnUk6mh6mte21qR8xAcocDgdf/vKXaW1tRdd1Fi9enA0sDw0NZS96xg9hLebBiiqqqDdSE6HsuutyoUwQxqAsFPLk2BfHQ5nPF2BwsJxoNH9VRtdMRAfqiQ4Y2aMh/3w8m/ZidF4XqPYdom6uMXMrFqwkFfPgrWpHMsvEQhUcf+kdpGPl1F2zg1271uMtD3DO8iewO0OMDDTzWst6IsE6APqAEycWIAgaS5ft5F3XbGckKGC3x6h0ajTUgaIE+OXPVdB68fl8NDQ0YB7d0WxrM9rm3/uL/Rw7+gxut43r37eGre9cRVV1/srQ44/uRtNg/oI5/MPXr84BNF3X+c3d26mo8rD5Xedlbw8EAgiqGUlUuPr9q/P+Npkq5nP3naTrSJolWyzYbDbKy8s5dbKNueebOHLyeTq/dzALNz6fj5ISw1rqm1PByS7wuMrP+LeQGfjc398/KQ92JmU6Nk5nvZ8IZZdffjmrV69m3759NDY2cvHFFyMIArIs09nZmd207OrqQlGMOWnFPNhbV0UI+xuR3W5n/vz5zJ8/f0ooE7JQZqM/7MBplUfzYDNryjF9HmyyqkvDjISkgtsIi6KO0wuB4y6O7S0BdNwlMuU1KcqrU3mgzI2qWYw8WPh1zoNNPCYzH2wmQ5odGnJCJz3gBUqIDWmj3RdTmMxxLJ6IUcUcB2W6KUYsCK9vHixXoihjs8+sg1NTUxOCILBr1y7a29uzC2rGmrFo0aIslGWGsFqtBkgWd/mKKqqo/wvlg7LBwcHsBbHJ1Mby5YeAMSgLBJrw+fwcPryk4NfxesN4XAl2P34FL7+8GkFQcZX14qnowFvZQVm9MaNKUHTc9gFWrr+HaO/5iKJOWhhk2dq9xKOlHHrhekJDuedLszlGbcNB6hoOMHf2CABPPnURJ1svQJIEmpra8fn8zJ59ku3bdyKKO1BVgaEhJyVuM8lUGLsTYlGBf/jilVx6xdJJzTky0nWdn/zgGfx+P16vg298932TKmu//ekODu/x86mvbMnO/9I0jdOn/fSdTnDV+9bg9k5/bRGPpnCXWQmHQ6xZs4bVq1fz0vZj3PIv93LjlzaQSIdy7Iter9eAqNG4gjwDp0hmnZvJOuT3+0kkEvT19RV8TENDA93d3Wzbtg0wrs2ampqya2QGyhRFoaOjg0AgwKxZs1i9ejKwFvXmVxHC/kY1EcqSyWQWyh59aj+LG4YQBdB1WLe4k4GQg/6gg+GIHVXLb188mzyYxazgdml0HC3c8lhamkKSYKgvc4IViAQtRIIW/C1uJkFZdQTrKHuJpiFsnhRq2oaStqJP03ZdOps8mBxEnel8MIeMMD4PpomocRtq3AZ4iQ9rYy3xzbEslFlsEA22YzZ5UNO2nBbIkz/LWeTBzAaEzrTBhizLdHV1GZ9O1+nt7aW3t5eXXnppEpQtXLgQm81Gf39/MQ9WVFFF/VVIEAQqKyuprKzk/PPPz4GyQCCAJJ3MQtnChS2YzUrWvjg8XMpU52GfL1M58QGg6xKRoXoiQ/V0HV+NZEpSN2svjXNfRTQZ22XLzzWqTZLLz2DXbLSUKSc75vZ0U9+4j6qaFkRRZXjIh4iFoaEEx49tBEDTZKLhBMGBDtqSw5w+LuIp0fGWgKckgdkWxWI31nvMVpyeED09nTmVMoB0WuF0Wx+P/G4PTz9+gDWbBdauO3cSgD32wCv87HtPcfGVy9g6rtrV09NDOp0iOqhzzQ1nzt7FIkmc5cZ3mYGj4cEo8TCsXr2ayhovup6b92ttbSUeNxw5pwIHeOihdE6lbKpZXn6/n9LS0hlVm5566ikGBwfRdb2gx5vN5kl5sEQiwfHjxzl+/DgANpstx764cePGbGOOot56KkJYUYDxH3/evHnMmzePyy+/PAfKHntyPwubhljcPISqCQyFbQyEHAyEHAyFx6BsLA82EyvixDzYmVVeYWSbhvunti9OhLLzLhmkrCrFSJ+V8roodm8UgGQMRNE5CmW2HCjT1AjxmebBKqQZzgfTMdsEUuFpduxyoMxDKhnHVh1CSdiRTEms7hCCEDIqZSEhL5Rl5oP9OXmwQtTc3ExHR8eU3vaJUGYymfjKV77C1VdfXfBrFFVUUUW9kZoIZddemwtluj4GZeGwO8e+OB7Kmpv9JBI2+vur876OqtjoaF1HR+u60ddVWfiJuxiJBGk99DbmzTXGflTXHM85TlEsdHcup7vjXBKJUrZcfgtHjy7CZg1RX7uXupoDWMwJorFKjrddTjRWTTLlJZV2oesSFRX9fPazd3D6tA+rNT2uUibS11vGnGYLvR0pWo8GSaU0AN75/iUMhI4wa5Yv5738/pe7ufu/Huf8DfP44rfehSga1we6rnPvjx4FCa667mLKqsYsjolYirtvfojrP3MpNU1jFsJ4NImnWcvOBwNjdpggCJSOtqKfWMXUdZ277rqL7q5B0gmJ1tZWDh40rKWZStlEKNN1fcZ5sEgkQnl5OXv27Cn4mMbGxjPOB0smkzlQtm7dOi677P+3d6bBbZ1Xmn4+LATAfd9JgBJlS9S+eZEsW/Fu2c5ixU7Sk2mPJ6nudKe7pjNJ9yTVNZnqP1OTqcp010z2xVNJepzO5rQcpxPZjmNJthTLtizJjmwtFgHuK8AdCwHc+XGBKwAEKICSSZA8TxWKwMW9uN8RL3j03nPe77tHRNgKRUSYkJasRJnSRZl30s7QWCFWs/7HOZdJOa7uB5tLfc0YU+OKcChTRW4uFVVBhrrsnHlJb18srghT1RCisiFEdeM0jrJpIEGUzRbE/GDFufvBJnNoRTTWB8uh5dE2SzQCAW8VoJiaiGK2BbHYA5gt08mibEJhNZcSURP4p8nJDxbRxrl06Z2sx+VwOKivrzdmg8qGhoYGCgoKJMEIgrBsSCfK4p5Xfd2sy2zZ8haQKMqcrFlzGbfbmXXrvdUaob5umJdf3ktf5y4GPFtpbD6Na+3LWCxXbvWdOPqXRCNW1q/7N6qqx7Hbg0Rmh9iz++sADI/eQHffbsbGW0lXpWtsHADguefuY2CgnkLHGNs3HWHdunNU1YwwE4KyBtheqxgarOTBB9cSmp1hZEIZsw9qmsYPvvYC//LdI+y7dxN/+98/ijVhUegf/ONhevt6qG0t4rFP3Z10/sP/coIXfn6SD3/qjqTtM1MBlF3D6VxjiDnf6BSl5YVpF3cGfRbCoaEhiux1nDnm5ZcvfiHJ75coykpLS3G5XFRUVBAIBHJuRUz8mQ0ul4toNEpXV1fWxzQ3N4sfbAUjIkzIinSirLu7G7fbza9+e4oNrVfaF3d3DDDsK2TY52B0fL72Rd0PNpajH6y0UsNzoTjrsReVhilwwGh/XOgopnxWpnxWPOeKSBVlVQ3TOEp1UYZjkoKCCFF/ARF/QWwdr0wzFi7AD1YS0dcHm83+mLB5hoCPK+PQTEQCDiIBB1CRLMrMcVGmrxEz4z9HcVE94VlHbFKPDDNjmsI4HJYF+cFkfTBBEFYTSimqq6uprq5m165dSaJMn+ij0xBlNluIRx552mhfHB2tJFNOaWnpwmTSjPbFaNRKT9duerp2x84bocA2TSRiw2Lx01h/hsYW/WaoFh5AKcXFy3fRP7SZ2dmilE/XKLBMY7eNs/6G0wQDFkqtp6ltn6C69BJmwpx9w0X34M1M+FtpaenB5XLjcnl4/Y3XMJk0NA3+4i/+mT/5EydnjvfzwtPvcv8jO/nr//ohzOYrueXpJ4/yk2/9nlv/pITN2zqSRhGNRnn2h6+wpqOJ1nX1Se99/LO3c/LcC0n5YXoyQHFp5s6Z7u5uotEoldV1zEwPEAqG51TKEv1+ly5dMtoXf/jDH3LbbbcZlbKKiop52xcDgQADAwMZx5KKy+Wir68vp/XBnE6nrA+2ghERJiwIu93OunXrWLduHffccw/BYPCKp+w3p7jRNcqGNRCNgnfcoYuyMQejY1dEWdwPdi4HP1h5RQCzGbwD2VfOqur0ta68/ZmqTXNF2db94zS0+RntL6C6cQZbrd42GZjSMGuFaUXZgvxgjllUOJf1waI4SiAYLSXkz/SxyaJsJuCnqHaECxfOU1+3BpvDh71wjEhEw+cNphVlZuvCFlxO9INle8zg4KD4wQRBWDGkirJHHkkWZeHwFVE2OVmc1L6YKMpcLg+RiInu7vRrXWmamWBAb+sLhx38/pW/4z88/h38MyMMDzdRVDjCujW/o6nhFKfOfJK1TUdw2HzYCyawFYxjNumdGG1tGlNj0FzzJv5QGf3ezXQP3sSU/0rb5KVL67h0aR0AxcWTfO5z/0hfXxMmU4SjR1/GZILdDxfwVreXl176PS6Xi5aWFo48+xbf/R+/Zu+DNxBRPXO6Ht448i69l4f4L//nT+fE17y+lJPnkhdPdrXXUVqeOV+43W6UUjTUNwJn8HmnqW+8siB3ahVT0zR+9KMf8fbbb9PV1cXx48c5ezY+Ccs4+/btSyvKnnvuOUZHR6/JD3Y1amtrKSwslE6RFYyIMOG6YLPZri7KTDFRNuFg2OcgGtX/mOXiB6u+qh9sLpV1QYIzMDORbbVJUV45w/gAvPlb3VNWXBGlsmmWqqYwVU1XRFkwJsoifivWSjMRrzU3P5hDEcwhFrMjtj5YIJcFp/WGykOHDuH3+7Hb7bS2tuJ0OunYsDutKDNbAjn7wVwu17x+sFRMJn0hTVkfTBCElUw6URafHVa/0eVm8+a3gURR5qS9/SK9vY3MzmbXrq5pZmpqpzh3bjuvn/kgSkUoKR7AavFjs05RW3EOqyVo7B+JWJgMrcFRdJ5jr3yA46f2kc0Nwbq6IcxmjTdfXYuactNbMcuE2om9ogSXy8PRo6/w8ssvE4kopr0Rdj1Yy+b9tZw+3TOn6+GZJ49SWVvK3gNb55wnPntu3A8G8Ik/2z/v2DweD42NjVTX6O17Pu9UkghLx7lz5zh//jzPPPMMANXV1cbkUYmibGJigr1791JfX091dbWxflk2ZOMHSyX+byWdIisXEWHC+0I6URZvX3zm397gRqcXk0lvX9y0aZSREQcjw3a8XjuRSOb2xfqaMaYnFLNZ+8E0aur9DPfaybbaZLVFKao00fOHK4tHT/nMTPnMdL0NUGSIssrGMNXNM9hqFaCIlISwOSEyZSYyZUYLqoznXZAfzB7U1wcLZX/MxEw/Ns2M3x+r5gUCXLhwgQsXLvD8889js9mMKXI7NuzC5vChlMIcVTzxxBPGfxS6u7uNdUtSsdvtOfvBGhsbxQ8mCMKqQylFVVUVVVVV7Ny5M0mU6RN9XBFlgUABBw/+wmhfHBnRvcDpqKsbxOEI4PG4AF2UTUw2Ge8fefNvKSnqp6LETWWJh/KSLta1x2bli74L3J72c82mIKWOXsocvZQV9rB9x2WiUY06ywuEi8y85f4QPb7dxv4FBSE2tJ9kd8dzFNXYUCUznD59Ck2Dz3/+53ziE/rkGOawnddfeod///kDWAvm/nfU7XbjdDoNP9jVCIVC9Pb2cuutt1JRqVsWfKPT8x4zODiIw+FIEkcjIyOMjIwYk24kijKlFCUl+rpwe/fupaGhwciRXq8343mcTifRaJTu7u6sYgH9xqbP5zPWPxNWHiLChEXBZrPR3t5Oe3s7d999d5Io+9WvXqd93Rg33KhXynw+G6MjDkZG7HhHr4iyuB+sKxc/WInuB8vcijiXynq92uTtzfT1mCvKNuydoW1bkNEeK5WNIWxV+piDkxHMszYik3NFmbkkwmwgRz+YaYZAjuuDVdTaef31kxn3CAaDXLx4kYsXL/L8889TX1/PZz7zGTo7O7Hb7ezbt4877riDcDhMb2+vkXB6enqYndWrbE6nU/xggiAICyBVlH3kI8miLBS6IsqmpoqS2hcTRZnL5QbA7U7/N1XDxMR0ExPTTXgG9qKI8ojzpwSD79HZtSFpz1vbv0Gpo3/OZ8wEKyiptjIyWMSJCx9m0t9IREvOrzY1THXgOd49WcarPZ9BWSx8/vNfxefTrQdHjhzHbH6ZaAQ2PlxK6ZoIly5dorW1lYIC/bMmJyfxer3s2rVrzhgy0dPTQzQaxeVy0VBfyd/9w4dZt75h3mPiOSu+8HI6UkXZwYMHWb9+PZ2dnbS1tbFlyxZAr5TFf2dutzupkyTuBwsGg2nPkUp8Wnrxg61sRIQJS0IuomzMZ2NkxEEwZEpZH+zqVNbrf/BGcxFhDSEiYY2xoWy/HoryyimmRky8cagQKKCoUqOqJUJVi5nqlhC2ypgom4piDhUQmTTF1gfLvkKHKYq9BEITpVm3PJoKQlgsppzEUWNjIwC/+c1vGBkZwWaz0dLSYtwJjIuySCRCT08Pbreb6urqBfvBiopSDeOCIAirl3SizOfzGTfAolE3mzb9EUgUZU5uuOECXm85ExPZzaSnYaKxeZjOzrV09u1LeqfQNjJn/17fNs4PfpD91V/h+PGdjM245uxTaB1hV+OThKN2Xu/7FLPRIuorB7DZZjl+fA9nz27Fag3han2P2zf9M466Uk6+/gZvvPka0aiir6+Rj33MZXitcumUiPt65oeZAAAZIUlEQVTBWlpasNls3P3Alqse4/F48Hq9jI+PZ32ehoYGLl++zC9+8QsAqqqqjPyYKMomJyeNLpLm5uac/GA1NTXiB1sFiAgT8oJUURYKha60Lx56jfZ1Y0b7YvumCcqrQ4wO2PANFxAJZ25VqMrZDwY1DVNMDIIWzU4cKZNGaYOFrrPxNcYU017FtNdE1xlIFGWVzVGqW+OiTDGr9FbGiN9GJFAQq4plmn0xhFI5+sFsugjNZUpcl8vF1NQUIyN6Eg4Gg1y6dIlLly4BpBVlJpMJTdN4/PHHk9oX45WyVEwmE62treIHEwRBuApKKSorK6msrGTHjh1Joszj8RCNdhqiLBSy8uijPzMqZcPD1WTKKaWlE1RVeXnttdRqk4nf/fG/oYhQ4higsqiTiqJOzKZZWlq6MZujxoyNidjM4+xu+h4Kjdd7P00grLfROZ1uAKNNcna2gNDgIL3BKY4PfgY/dbS0dBuzLx49egKzOYqmaXz5y1/msccew+Vy0drais2W+Sas2+2msbFx3n0S0TSNU6dOzVsFS6W4uHiOH2x0dJTR0VFjW6Ioc7lcbN68GYCdO3dSVlZm5Mj5PNfSKbI6EBEm5CUFBQWsXbuWtWvXctdddyWLsqdPsqZjkvZNk0SjMD5awOigDe+gDe9QoijTqK7zM9KXmx+suMrE+T9kP1lIWW0Ys1Ux2p1JDM4VZe03h7lx3yydnvdobV6DvTYAQGAmjCVSnFaUmR25+8HGZ/qxa2ZjCt5scLlc81bOUkVZaWkpn/vc5+jq6sJsNnPbbbdx++23E4lEktoXE0WZ+MEEQRAWRqoo+/CHk0WZ3+9m48ZzAExPFya1LyaKsrg4SieoADTMTPibmPA34R65DYA77/wd0ahKmrGxvfIw7VUvGq+Pd/0107O1xmuXy4PXW8H4eLxCF8VZfBRfsI2JWf1zLl9ey+XLawGwWkP81V99kXA4TDQa5dixYxw/fpxoNEpfX19aURb3g91yyy1Z/zsODQ1RWFi4oDb6+Y5JFWUHDhxg165dXL58GafTaYiyeKUs3r4Yv/EZP4/4wVY+IsKEZcFCRNnMhBlb4QL9YH3ZfzWqmvTJKrw92c++WFwVJTA9y1NPPaV/RsKds3VrN8wVZYECIpbc/WCVtXbeeOO1rGOprKyktLQ0p6TU0NCAUooXX3wRj8dDQUFBUqUsnSgrLtZ9fXKXTxAE4dpIJ8rGxsaMG2DhcDpR5sTl6iQQKGBwsO4qZ7iCy+Wht7eJUMLNwIlgU9I+E8HmhLFpuFxu3nlnvbGtxn6OQssoF8YfTnsOuz1IWVkZhw8f5sSJE1itVpqbm42ckijK+vv7efTRR7Hb7YYfLFvieS5XEZbr+mB1dXX09/fzs5/9DNDzbLpK2dTUlPE7Ez/Y6kBEmLAsSSfK4v6kQ794lTUbJjGZ9fZFZ8cMhaURvP0F+AathGczty/G/WDjg9l/NWobJ5gaMTEbyF4cVbX4udR5wdiSqZ3B6XRyQ3sH9hp9PBZbFM0xQiRgJxK0EQ1byCTKFuIHy+YuX7pjEv1goVCI9957j/feew9gjijbu3cvJpOJ4eFh8YMJgiBcZ5RSVFRUUFFRwfbt25NEWXydsrgom5218OijP0+olNWgaelzitUaoqmpl+PHb03aPjS9id9e/AoQxWaeSnqvtlafsTGx2tZe+lv84XIG/ek9W1cqdO7YGGfp7Oyks7MzNo65osxsNqNpGl/96ld55JFHjEqZ3Z65fd/tduPz+XLyg7lcLrq6unJeH+zVV181tnm9XrxeL6dOnQKuiDKn00lbWxubNm2K/TvITcqVjogwYUVQUFDAmjVrWLNmDXfeeSezs7NGpezQz/5A26Zp1m6dJhqFiRErowMFePvmirK4Hyyaqx/sLevVd45RWK5hLynIoZ3haXbu3MnDDz+Mp6uTpgYn9srYdPP+MGatJK0oi/vBcul3T/WDZYPT6aSnpyfj9PWposxms/GFL3yBAwcOZH0OQRAEYWGkirIPfShZlE1Pu+noeAfQK2Xx6fBTRVlLS09GP5iOiWCkNGlLfMbGuB+sxv42ZQXdXBh/EI303SMul2fealM6UfbpT38ah8NBKBTi2LFjnDhxwqiUffSjH50jyuJ+sFxuOMb9YHHxlA3Nzc1YLJZ5z5Mqyvbv38/+/fulXX8VICJMWJFYrdbMouynf6Bt4zRrt0yjRWE8Jsomhi0UVSouvFqY9XnifjBvRj/YXKpaokBu1ab47INPPfUUkUgkqZ1h3doOHDFRFvSHMcVE2VRogKAvNz+Y0+nMaVx2u52GhgZeeumlrI+pqanBarVKghEEQVgC5lbKSGpfDIU8hiibmXEY7Yu1tUNEo9Dd3Zr1uVwuDz5fueEHGwmsxzN5O+7J/fMccxiPZzTrahPoOfLEiRO88MILWCyWOZWyuCgbGBjg4MGDlJeX5+wHi1emcu0UiUajOU2OVVtbK36wVYKIMGFVkE6UxdsX//UnJ3BtnMYca19suiGI1aYx2mvB128hPM/C0FWNevVnNGs/GFS1RAhMz+ZUbXK5XHR3dxOJ6As8J985ezqpneGG9o04Kv3YcTA7O8ujjz5qJNfh4eGM56ioqKCsrIxjx45lPa7W1lZZH0wQBGGZU15ezrZt29i2bVuSKPN4PASDVypl4bCZj3zkl0albGioNmP7olIaTqeH8+dvNLZpWHhn/GDGcRQXT86ZffBqNDc3YzabjTwUDoeNnAekFWUWi/7f3z179lBXV4fb7aarq4tAIJDxPAvxg7lcLvr7+3NaH8zpdIofbJUgIkxYlVitVtra2mhra+MDH/hAkij75Y+P49wSYM129ErZsBlvnxVvrwVviiirifvB/DlMlpHiB7saDoeD+vr6eatNyaLsl2zYsIGPfexj9Pb20tzczMaNGwGYnp42klOqKFuoHyy+iHMuxwwNDYkfTBAEIU9JFGUf+pAuyuKz+E1Outmw4V1Ar5Tp7YvOmCirM0RZbe0QhYX+edoX5+Jy6e3zC6k2dXd3p30/nSj75Cc/SV1dHX6/n5tuuok9e/agaRr9/f2G+PR4PEmiLO4Hi0ajWY0rnR/satTU1FBUVCSdIqsEEWGCQGZR5vF4ePqpV5JE2cSImdFeK95+M2WNufvBHFfxg6WykGpTVVUVAD/96U+ZmZmhoqIiaTamdKJs7dq1OfvB4hW6TH6wVEwmEy0tLbI+mCAIwjKivLyc8vJytm7dOkeUBQKetKKspGQSALc7+64Hl8v9vlebIpEItbW1vPvuuxw6dAiLxUJTU5ORHxNF2cDAAG63m4GBAWpqanjzzTezHlc2frBU4h0iIsJWByLCBCENiaJs//79xux/brdbF2WbY6JMg9q2CNr+EKNdJry9ZsLBzFWxhfjBUmcfzPaYwcFBww/m8/nw+XxGAomLsvhsTHFRFg6Heeyxx5IqZZn68u12O/X19Rw5ciTrcTU0NGCz2STBCIIgLGNSRdn4+LiRNxJFWSRi4oEHfmu0Lw4O1mVsXwTdD9bV5b2m2QevRk1NTZIfLBwOG5WvI0eOzBFlu3fvNtoXd+zYQUlJidG+6Pf7M57H6XTm7AdzuVyMjY2JH2yVICJMELIgPpGEy+Vi//79hMNho33x6R8dw7ktzJpduiibGFSM9pgZ7Tbh7UkWZZXNEYIL8IPNN/tgKiaTidbW1nnv2KWKMqfTyRNPPMHAwACNjY10dHQAeqUsfrczVZS1trZiMi1sCnwRYYIgCCuHsrIytm7dmiTK4rljfNzN+vXnAfD77Unti7oo01v8i4un3pfZB1OJ559MMwenE2UHDx5k3bp1TE5OsmvXLm699VajUhaPU18o2590nlwqdPFjxA+2ehARJggLwGKxpBVlHo+Hn//waLIoG1KMduuirKrFz8Uc/GDxalMusw82NjZSUFCQ09T0lZWVABw6dIjh4WHKy8uT2hfjomxmZsYQZI2NjeIHEwRBEOZQVlbGli1b2LJlCx/8YLIom5nxpBVlZrM+8dT7PftgvNo0NjaW1f7hcJjq6mouX77MU089hdlsTqqU7dy5k1tuuQVN0xgcHDSqZM3NzQvyg8mkVasHEWGCcB1IFGV33HGHIU7cbrcuyrbGRZm+yOR9992XdTtDrn6w+B/wXNcHm56eNibqGBsb4/Tp05w+fRrAEGVOpzNJlEUiEQ4ePGgIs6GhoYxtJPEKnfjBBEEQVhepomxiYsLIG4miLBqNcscddxjvDQwMzNuauNDZBy9evJj12IuKipL8YJFIhK6uLrq6ujh69GhGUQbQ0dFhzNyYWilLF0viT2HlIyJMEN4HLBYLTqcTp9M5R5Q9+eSTObUzLLTaND09ndMx8wm9VFFWV1fHn//5nzM0NER9fT0bNmwA9EpZYvtioigTP5ggCIIAUFpaOkeUxXOHz+fjxhv1ae0DgUBSTkkUZdcy++BC2hczHZNOlD300ENs3bqVsbGxJFGWmu8T1/EUP9jqQ0SYICwC6URZX18fbreb73//+2nbGdxuN21tbTnPPtja2sqZM2eyHlt8fbCXX34562PKysowmUwcPnwYt9tNWVlZUvtiXJT5/X4j2ZSV6Yt1SquFIAiCkEhpaSmbN29m8+bNPPzww0mibGpqKq0oC4VCC/aD5XpMMBjMesbGSCRCRUUFAwMD/OAHP8BsNtPY2Gjkxx07dnDzzTcDJOX7uB9MqWyXvBGWOyLCBGEJsFgstLa20trayu23355RlAFMTk5y//33Z9XOEK82vd9Jyel0Gj440Pv9z5w5Y4i/srIyo3UxLso0TWNkZITi4uKszyMIgiCsPlJF2eTkpCFWEkVZNBrl5ptvpqamxqiUzbeOV65+sPgxuawPFl8c+uTJk4Auyrq7u+nu7ubYsWNzRNn27dsNUSY3KVcXIsIEIQ9IFWWRSMRoX/ze976XUzsD5OYHczqdSX6wbLjajI3j4+OcPXuWs2fPArqn7LOf/Sz3339/1ucQBEEQBICSkpI5oiyeB71eL/feey+gV8q6urqS2hfj4ula/GDxVvxsuNqMjelE2V133cWePXukXX+VISJMEPIQs9k8R5TFK2Xf/e53k+6cJbYzrF279rr7wVKx2Ww0NDRw9OjRrI8pKirCarXKXT5BEAThmikpKWHTpk1s2rSJhx56KEmUTU5OcsMNNwAQDAaN7RMTEzn7weI56/2csTESiVBWVsb4+Lj4wVYZIsIEYRlgNptpaWmhpaWFffv2JYmy73znO0mibHp6mgceeCBtpSyV+IKbr7zyStZjkfXBBEEQhHwiVZRNTU0ZNycnJiYMURaNRtm6dashxvr7+6/avhgMBunv7896LC6Xi4GBAQKBQNbHOJ1O8YOtQkSECcIyJBdRNjQ0ZCQjfTrgue2LuQqqRD9YNjidToaHh8UPJgiCILzvFBcXzxFl8YrY6Ogo99xzD6BXyhLbF1NF2bX6wbKhurqa4uJiuUm5ChERJggrgHSirL+/H7fbzbe//W22bdvGTTfdBCSLsvb29uvuB0vFZDIZd/kEQRAEYbEpLi5m48aNbNy4kQcffDBJlI2Pj6cVZYODg9TW1uY02/DV/GDpkE6R1YuIMEFYgZjNZpqbm2lubua2225LEmXf+ta3kkSZ3+/nwIEDRvvifH6yhfjB6uvrZX0wQRAEIW/IJMo8Hg+//vWvDVEWjUZZv349Sincbjd9fX3zVsWcTieapmXtBwNdfIkfbHUiIkwQVgFXE2Vbt241RNnw8HBS+2KiKBM/mCAIgrDSSBRlBw4cYHp62qiUPfvss9x9990AhEKhpPbFVFHmcrno7+/PyQ8m64OtXkSECcIqJFWURaNRQ5R985vfZMuWLezevRtIFmWp64Nlg8vlkvXBBEEQhGVDUVERHR0ddHR0zBFlPp8vrSjr7u6mpaVlQX4wmTl4dSIiTBAETCYTTU1NNDU1sXfv3iRR9o1vfCNJlAWDQe677z6jfXFqamrezxU/mCAIgrCcySTKPB4Pv/rVrwxRFo1GaWtrY9++fUalLBKJZPxc6RRZ3YgIEwRhDrmIspGRkaT2xURRJn4wQRAEYaWRKMoeeOABZmZmjErZM888w1133QXolbLu7u6k9sVEURb3g1VUVCxVKMISIiJMEISrkk6UDQwM4Ha7+frXv86mTZvYtWsXkCzKampqAKTVQhAEQVixFBYWsmHDBjZs2DCvKJudnU3ylIkfbHUjIkwQhJwxmUw0NjbS2NjInj17kkTZ1772tSRR1tPTQ0lJyRKPWBAEQRAWh3SiLC6+Dh06ZIiyqakp2tralni0wlKhNE1b6jFkRCk1CZxf6nFcB6qBkaUexHVA4sgvVkIcKyEGkDicmqbVXO/BCPMjOTKvWAkxgMSRb0gc+cVC4siYH/O9EnZe07RdSz2Ia0Up9brEkT9IHPnDSogBJA5hyZAcmSeshBhA4sg3JI784nrHYbpeHyQIgiAIgiAIgiBcHRFhgiAIgiAIgiAIi0i+i7DvLPUArhMSR34hceQPKyEGkDiEpWGl/L5WQhwrIQaQOPINiSO/uK5x5PXEHIIgCIIgCIIgCCuNfK+ECYIgCIIgCIIgrChEhAmCIAiCIAiCICwieSvClFL3K6XOK6UuKaW+uNTjSUUp9aRSakgp9XbCtkql1PNKqYuxnxWx7Uop9b9jsZxVSu1IOObx2P4XlVKPL3IMLUqp3yul3lFK/VEp9Z+WaRx2pdRJpdSZWBz/ENveppR6NTamnyilCmLbbbHXl2LvuxI+60ux7eeVUvctZhwJYzArpd5USj27XONQSrmVUm8ppU4rpV6PbVtu11W5UurnSql3Y9+RW5dhDDfGfgfxx4RS6m+WWxxCMkry42LFITky/3KL5Mcrn7PU3w/Jkdcah6ZpefcAzMB7wBqgADgDdCz1uFLGeDuwA3g7Ydv/BL4Ye/5F4Cux5weA3wAKuAV4Nba9Ergc+1kRe16xiDE0ADtiz0uAC0DHMoxDAcWx51bg1dj4fgp8PLb9W8BfxJ7/JfCt2POPAz+JPe+IXWs2oC12DZqX4Nr6z8BTwLOx18suDsANVKdsW27X1Q+AT8eeFwDlyy2GlHjMwADgXM5xrPYHkh8XMw7JkfmXWyQ/5sE1FRuD5MhrjGPRg8zyH+JW4HDC6y8BX1rqcaUZp4vkJHMeaIg9b0BfSBPg28AnUvcDPgF8O2F70n5LEM8h4J7lHAdQCJwCbkZf1dySek0Bh4FbY88tsf1U6nWWuN8ijr8Z+B1wJ/BsbFzLMQ43c5PMsrmugFKgk9jkRcsxhjQx3Qu8stzjWO0PJD8uZUySI5cwtyD5MW+uKSRHXpc48rUdsQnoTnjdE9uW79RpmtYPEPtZG9ueKZ68iTNWqt+Ofods2cURa1E4DQwBz6Pf3RrTNC2cZkzGeGPvjwNV5EEcwD8BfwdEY6+rWJ5xaMBzSqk3lFJ/Ftu2nK6rNcAw8H9jrS/fU0oVsbxiSOXjwI9jz5dzHKud5fq7WNbXnOTIvMgtkh/z55qSHKlzTXHkqwhTabZpiz6K60emePIiTqVUMfAL4G80TZuYb9c02/IiDk3TIpqmbUO/U3YTsGGeMeVlHEqph4AhTdPeSNycZte8jiPGXk3TdgAPAJ9VSt0+z775GIcFvZ3qm5qmbQem0VsSMpGPMRjEfBIfBH52tV3TbMubOARg5f0u8v6akxxpvLdkcUh+TCIf4pAceYUFx5GvIqwHaEl43Qz0LdFYcmFQKdUAEPs5FNueKZ4lj1MpZUVPLv9P07SnY5uXXRxxNE0bA15C79UtV0pZ0ozJGG/s/TLAy9LHsRf4oFLKDfwLesvFP7H84kDTtL7YzyHgl+hJfzldVz1Aj6Zpr8Ze/xw94SynGBJ5ADiladpg7PVyjUNYvr+LZXnNSY7Mm9wi+VEnX64pyZE61xRHvoqw14B1Sp/1pgC9RPjMEo8pG54BHo89fxy9fzy+/U9js6rcAozHypuHgXuVUhWxmVfujW1bFJRSCvg+8I6maf8r4a3lFkeNUqo89twB3A28A/we+GiGOOLxfRR4UdObeJ8BPq70WZXagHXAycWJAjRN+5Kmac2aprnQr/kXNU37dyyzOJRSRUqpkvhz9OvhbZbRdaVp2gDQrZS6MbbpLuDccoohhU9wpc0Clm8cguTHRUNyJJAnuUXyY35dU5Ijr1McS2F+y+aBPgPJBfS+5b9f6vGkGd+PgX5gFl0Bfwq93/h3wMXYz8rYvgr4eiyWt4BdCZ/zH4FLsccTixzDbejl0rPA6djjwDKMYwvwZiyOt4Evx7avQf/jegm9xGyLbbfHXl+Kvb8m4bP+PhbfeeCBJby+9nNl9qdlFUdsvGdijz/Gv7/L8LraBrweu67+FX3Go2UVQ+z8hcAoUJawbdnFIY+k36nkx8WJQ3JkHuWWhDHsR/JjPnw/JEdeYxwqdqAgCIIgCIIgCIKwCORrO6IgCIIgCIIgCMKKRESYIAiCIAiCIAjCIiIiTBAEQRAEQRAEYRERESYIgiAIgiAIgrCIiAgTBEEQBEEQBEFYRESECYIgCIIgCIIgLCIiwgRBEARBEARBEBaR/w9zoqyM8t0ipQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fname = os.path.join(modelpth, 'freyberg.hds')\n", + "hdobj = flopy.utils.HeadFile(fname)\n", + "head = hdobj.get_data()\n", + "levels = np.arange(10, 30, .5)\n", + "\n", + "fig = plt.figure(figsize=(15, 10))\n", + "\n", + "ax = fig.add_subplot(1, 2, 1, aspect='equal')\n", + "ax.set_title('plot_array()')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound()\n", + "quadmesh = mapview.plot_array(head, masked_values=[999.], alpha=0.5)\n", + "mapview.plot_bc(\"WEL\")\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "ax = fig.add_subplot(1, 2, 2, aspect='equal')\n", + "ax.set_title('contour_array()')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound()\n", + "mapview.plot_bc(\"WEL\")\n", + "contour_set = mapview.contour_array(head, masked_values=[999.], levels=levels)\n", + "linecollection = mapview.plot_grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Discharge Vectors\n", + "\n", + "`PlotMapView` has a `plot_discharge()` method, which takes the 'FLOW RIGHT FACE' and 'FLOW FRONT FACE' arrays, which can be written by MODFLOW to the cell by cell flow file. These array can be extracted from the cell by cell flow file using the `flopy.utils.CellBudgetFile` object as shown below. Once they are extracted, they can be passed to the `plot_discharge()` method. \n", + "\n", + "**Note**: `plot_discharge()` also takes the head array as an optional argument. The head array is used by `plot_discharge()` to convert the volumetric discharge in dimensions of $L^3/T$ to specific discharge in dimensions of $L/T$." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fname = os.path.join(modelpth, 'freyberg.cbc')\n", + "cbb = flopy.utils.CellBudgetFile(fname)\n", + "frf = cbb.get_data(text='FLOW RIGHT FACE')[0]\n", + "fff = cbb.get_data(text='FLOW FRONT FACE')[0]\n", + "\n", + "fig = plt.figure(figsize=(15, 10))\n", + "\n", + "ax = fig.add_subplot(1, 2, 1, aspect='equal')\n", + "ax.set_title('Volumetric discharge (' + r'$L^3/T$' + ')')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound()\n", + "quadmesh = mapview.plot_array(head, masked_values=[999.], alpha=0.5)\n", + "quiver = mapview.plot_discharge(frf, fff) # no head array for volumetric discharge\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "ax = fig.add_subplot(1, 2, 2, aspect='equal')\n", + "ax.set_title('Specific discharge (' + r'$L/T$' + ')')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound()\n", + "quadmesh = mapview.plot_array(head, masked_values=[999.], alpha=0.5)\n", + "quiver = mapview.plot_discharge(frf, fff, head=head) # include the head array for specific discharge\n", + "linecollection = mapview.plot_grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting MODPATH endpoints and pathlines\n", + "\n", + "`PlotMapView` has a `plot_endpoint()` and `plot_pathline()` method, which takes MODPATH endpoint and pathline data and plots them on the map object. Here we load the endpoint and pathline data and plot them on the head and discharge data previously plotted. Pathlines are shown for all times less than or equal to 200 years. Recahrge capture zone data for all of the pumping wells are plotted as circle markers colored by travel time." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# load the endpoint data\n", + "endfile = os.path.join(modelpth, mp.sim.endpoint_file)\n", + "endobj = flopy.utils.EndpointFile(endfile)\n", + "ept = endobj.get_alldata()\n", + "\n", + "# load the pathline data\n", + "pthfile = os.path.join(modelpth, mpp.sim.pathline_file)\n", + "pthobj = flopy.utils.PathlineFile(pthfile)\n", + "plines = pthobj.get_alldata()\n", + "\n", + "# plot the data\n", + "fig = plt.figure(figsize=(10, 10))\n", + "\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('plot_array()')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "quadmesh = mapview.plot_ibound()\n", + "quadmesh = mapview.plot_array(head, masked_values=[999.], alpha=0.5)\n", + "quiver = mapview.plot_discharge(frf, fff, head=head)\n", + "linecollection = mapview.plot_grid()\n", + "for d in ml.wel.stress_period_data[0]:\n", + " mapview.plot_endpoint(ept, direction='starting', \n", + " selection_direction='ending', \n", + " selection=(d[0], d[1], d[2]), zorder=100)\n", + "\n", + "# construct maximum travel time to plot (200 years - MODFLOW time unit is seconds)\n", + "travel_time_max = 200. * 365.25 * 24. * 60. * 60. \n", + "ctt = '<={}'.format(travel_time_max)\n", + "\n", + "# plot the pathlines\n", + "mapview.plot_pathline(plines, layer='all', colors='red', travel_time=ctt);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting a Shapefile\n", + "\n", + "`PlotMapView` has a `plot_shapefile()` method that can be used to quickly plot a shapefile on your map. In order to use the `plot_shapefile()` method, you must be able to \"import shapefile\". The command `import shapefile` is part of the pyshp package.\n", + "\n", + "The `plot_shapefile()` function can plot points, lines, and polygons and will return a patch_collection of objects from the shapefile. For a shapefile of polygons, the `plot_shapefile()` function will try to plot and fill them all using a different color. For a shapefile of points, you may need to specify a radius, in model units, in order for the circles to show up properly.\n", + "\n", + "The shapefile must have intersecting geographic coordinates as the `PlotMapView` object in order for it to overlay correctly on the plot. The `plot_shapefile()` method and function do not use any of the projection information that may be stored with the shapefile. If you reset `xoff`, `yoff`, and `angrot` in the `ml.modelgrid.set_coord_info()` call below, you will see that the grid will no longer overlay correctly with the shapefile." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Setup the figure and PlotMapView. Show a very faint map of ibound and \n", + "# model grid by specifying a transparency alpha value.\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "\n", + "# reset the grid rotation and offsets to 0\n", + "ml.modelgrid.set_coord_info(xoff=0, yoff=0, angrot=0)\n", + "\n", + "mapview = flopy.plot.PlotMapView(model=ml,ax=ax)\n", + "\n", + "# Plot a shapefile of \n", + "shp = os.path.join(loadpth, 'gis', 'bedrock_outcrop_hole')\n", + "patch_collection = mapview.plot_shapefile(shp, #facecolor='none', \n", + " edgecolor='green', linewidths=2, alpha=0.5)\n", + "# Plot a shapefile of a cross-section line\n", + "shp = os.path.join(loadpth, 'gis', 'cross_section')\n", + "patch_collection = mapview.plot_shapefile(shp, radius=0, lw=[3, 1.5], \n", + " edgecolor=['red', 'green'], facecolor='None')\n", + "\n", + "# Plot a shapefile of well locations\n", + "shp = os.path.join(loadpth, 'gis', 'wells_locations')\n", + "patch_collection = mapview.plot_shapefile(shp, radius=100, facecolor='red')\n", + "\n", + "# Plot the grid and boundary conditions over the top\n", + "quadmesh = mapview.plot_ibound(alpha = 0.1)\n", + "quadmesh = mapview.plot_bc('RIV', alpha=0.1)\n", + "linecollection = mapview.plot_grid(alpha=0.1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Although the `PlotMapView`'s `plot_shapefile()` method does not consider projection information when plotting maps, it can be used to plot shapefiles when a `PlotMapView` instance is rotated and offset into geographic coordinates. The same shapefiles plotted above (but in geographic coordinates rather than model coordinates) are plotted on the rotated model grid. The offset from model coordinates to geographic coordinates relative to the lower left corner are `xoff=-2419.22`, `yoff=297.04` and the rotation angle is 14$^{\\circ}$." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Setup the figure and PlotMapView. Show a very faint map of ibound and \n", + "# model grid by specifying a transparency alpha value.\n", + "\n", + "# set the modelgrid rotation and offset\n", + "ml.modelgrid.set_coord_info(xoff=-2419.2189559966773, yoff=297.0427372400354, angrot=-14)\n", + "\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml)\n", + "\n", + "# Plot a shapefile of \n", + "shp = os.path.join(loadpth, 'gis', 'bedrock_outcrop_hole_rotate14')\n", + "patch_collection = mapview.plot_shapefile(shp, #facecolor='none', \n", + " edgecolor='green', linewidths=2, alpha=0.5)\n", + "# Plot a shapefile of a cross-section line\n", + "shp = os.path.join(loadpth, 'gis', 'cross_section_rotate14')\n", + "patch_collection = mapview.plot_shapefile(shp, radius=0, lw=3, \n", + " edgecolor='red', facecolor='None')\n", + "\n", + "# Plot a shapefile of well locations\n", + "shp = os.path.join(loadpth, 'gis', 'wells_locations_rotate14')\n", + "patch_collection = mapview.plot_shapefile(shp, radius=100, facecolor='red')\n", + "\n", + "# Plot the grid and boundary conditions over the top\n", + "quadmesh = mapview.plot_ibound(alpha = 0.1)\n", + "linecollection = mapview.plot_grid(alpha=0.1);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Working with MODFLOW-6 models\n", + "\n", + "`PlotMapView` has support for MODFLOW-6 models and operates in the same fashion for Structured Grids, Vertex Grids, and Unstructured Grids. Here is a short example on how to plot with MODFLOW-6 structured grids using a version of the Freyberg model created for MODFLOW-6" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loading simulation...\n", + " loading simulation name file...\n", + " loading tdis package...\n", + " loading model gwf6...\n", + " loading package dis...\n", + " loading package ic...\n", + "WARNING: Block \"options\" is not a valid block name for file type ic.\n", + " loading package oc...\n", + " loading package npf...\n", + " loading package sto...\n", + " loading package chd...\n", + " loading package riv...\n", + " loading package wel...\n", + " loading package rch...\n", + " loading ims package gwf_1...\n", + "writing simulation...\n", + " writing simulation name file...\n", + " writing simulation tdis package...\n", + " writing ims package gwf_1...\n", + " writing model gwf_1...\n", + " writing model name file...\n", + " writing package dis...\n", + " writing package ic...\n", + " writing package oc...\n", + " writing package npf...\n", + " writing package sto...\n", + " writing package chd_0...\n", + " writing package riv_0...\n", + " writing package wel_0...\n", + " writing package rch_0...\n", + "FloPy is using the following executable to run the model: .\\mf6.exe\n", + " MODFLOW 6\n", + " U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL\n", + " VERSION mf6.0.2 February 23, 2018\n", + "\n", + " MODFLOW 6 compiled Feb 21 2018 10:49:51 with IFORT compiler (ver. 18.0.1)\n", + "\n", + "This software has been approved for release by the U.S. Geological \n", + "Survey (USGS). Although the software has been subjected to rigorous \n", + "review, the USGS reserves the right to update the software as needed \n", + "pursuant to further analysis and review. No warranty, expressed or \n", + "implied, is made by the USGS or the U.S. Government as to the \n", + "functionality of the software and related material nor shall the \n", + "fact of release constitute any such warranty. Furthermore, the \n", + "software is released on condition that neither the USGS nor the U.S. \n", + "Government shall be held liable for any damages resulting from its \n", + "authorized or unauthorized use. Also refer to the USGS Water \n", + "Resources Software User Rights Notice for complete use, copyright, \n", + "and distribution information.\n", + "\n", + " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:53\n", + "\n", + " Writing simulation list file: mfsim.lst\n", + " Using Simulation name file: mfsim.nam\n", + " Solving: Stress period: 1 Time step: 1\n", + " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:53\n", + " Elapsed run time: 0.114 Seconds\n", + "\n", + " Normal termination of simulation.\n", + "Output file located: freyberg.hds\n", + "Output file located: freyberg.cbc\n" + ] + } + ], + "source": [ + "# load the Freyberg model into mf6-flopy and run the simulation\n", + "sim_name = 'mfsim.nam'\n", + "sim_path = os.path.join(\"..\", \"data\", \"mf6-freyberg\")\n", + "sim = flopy.mf6.MFSimulation.load(sim_name=sim_name, version=vmf6, exe_name=exe_name_mf6, \n", + " sim_ws=sim_path)\n", + "\n", + "newpth = os.path.join('data')\n", + "sim.set_sim_path(newpth)\n", + "sim.write_simulation()\n", + "success, buff = sim.run_simulation()\n", + "if not success:\n", + " print ('Something bad happened.')\n", + "files = ['freyberg.hds', 'freyberg.cbc']\n", + "for f in files:\n", + " if os.path.isfile(os.path.join(modelpth, f)):\n", + " msg = 'Output file located: {}'.format(f)\n", + " print (msg)\n", + " else:\n", + " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", + " print (errmsg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting boundary conditions and arrays\n", + "\n", + "This works the same as modflow-2005, however the simulation object can host a number of modflow-6 models so we need to grab a model before attempting to plot with `PlotMapView`" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the modflow-6 model we want to plot\n", + "ml6 = sim.get_model('gwf_1')\n", + "ml6.modelgrid.set_coord_info(angrot=-14)\n", + "\n", + "fig = plt.figure(figsize=(15, 10))\n", + "\n", + "# plot boundary conditions\n", + "ax = fig.add_subplot(1, 2, 1, aspect='equal')\n", + "mapview = flopy.plot.PlotMapView(model=ml6)\n", + "quadmesh = mapview.plot_ibound()\n", + "quadmesh = mapview.plot_bc('RIV')\n", + "quadmesh = mapview.plot_bc('WEL')\n", + "linecollection = mapview.plot_grid()\n", + "ax.set_title(\"Plot boundary conditions\")\n", + "\n", + "# plot model bottom elevations\n", + "a = ml6.dis.botm.array\n", + "\n", + "ax = fig.add_subplot(1, 2, 2, aspect='equal')\n", + "ax.set_title('Model Bottom Elevations')\n", + "mapview = flopy.plot.PlotMapView(model=ml6, layer=0)\n", + "quadmesh = mapview.plot_array(a)\n", + "inactive = mapview.plot_inactive()\n", + "linecollection = mapview.plot_grid()\n", + "cb = plt.colorbar(quadmesh, shrink=0.5)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Contouring Arrays\n", + "\n", + "Contouring arrays follows the same code signature for MODFLOW-6 as the MODFLOW-2005 example. Just use the `contour_array()` method" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# The contour_array() method will take any keywords\n", + "# that can be used by the matplotlib.pyplot.contour\n", + "# function. So we can pass in levels, for example.\n", + "a = ml6.dis.botm.array\n", + "levels = np.arange(0, 20, 0.5)\n", + "\n", + "fig = plt.figure(figsize=(8, 8))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('Model Bottom Elevations')\n", + "mapview = flopy.plot.PlotMapView(model=ml6, layer=0)\n", + "contour_set = mapview.contour_array(a, levels=levels)\n", + "linecollection = mapview.plot_grid()\n", + "\n", + "# set up and plot a continuous colorbar in matplotlib for a contour plot\n", + "norm= mpl.colors.Normalize(vmin=contour_set.cvalues.min(), \n", + " vmax=contour_set.cvalues.max())\n", + "sm = plt.cm.ScalarMappable(norm=norm, cmap=contour_set.cmap)\n", + "sm.set_array([])\n", + "fig.colorbar(sm, shrink=0.75);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting specific discharge with a MODFLOW-6 model\n", + "\n", + "MODFLOW-6 includes a the PLOT_SPECIFIC_DISCHARGE flag in the NPF package to calculate and store discharge vectors for easy plotting. `PlotMapView` has the `plot_specific_discharge()` method to use this data. The specific discharge array is stored in the cell budget file." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the specific discharge from the cell budget file\n", + "cbc_file = os.path.join(newpth, \"freyberg.cbc\")\n", + "cbc = flopy.utils.CellBudgetFile(cbc_file, precision='double')\n", + "spdis = cbc.get_data(text=\"SPDIS\")\n", + "\n", + "# get the head from the head file\n", + "head_file = os.path.join(newpth, \"freyberg.hds\")\n", + "head = flopy.utils.HeadFile(head_file)\n", + "hdata = head.get_alldata()[0]\n", + "\n", + "# plot specific discharge using PlotMapView\n", + "fig = plt.figure(figsize=(8, 8))\n", + "\n", + "mapview = flopy.plot.PlotMapView(model=ml6, layer=0)\n", + "linecollection = mapview.plot_grid()\n", + "quadmesh = mapview.plot_array(a=hdata, alpha=0.5, masked_values=[1e30])\n", + "quiver = mapview.plot_specific_discharge(spdis[0])\n", + "inactive = mapview.plot_inactive()\n", + "\n", + "plt.title(\"Specific Discharge (\" + r'$L/T$' + ')')\n", + "plt.colorbar(quadmesh, shrink=0.75);\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Vertex model plotting with MODFLOW-6\n", + "\n", + "FloPy fully supports vertex discretization (DISV) plotting through the `PlotMapView` class. The method calls are identical to the ones presented previously for Structured discretization (DIS) and the same matplotlib keyword arguments are supported. Let's run through an example using a vertex model grid." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "numpy version: 1.14.3\n", + "matplotlib version: 3.1.1\n", + "flopy version: 3.3.0\n", + "writing simulation...\n", + " writing simulation name file...\n", + " writing simulation tdis package...\n", + " writing ims package ims...\n", + " writing model mp7p2...\n", + " writing model name file...\n", + " writing package disv...\n", + " writing package ic...\n", + " writing package npf...\n", + " writing package wel_0...\n", + "INFORMATION: maxbound in ('gwf6', 'wel', 'dimensions') changed to 1 based on size of stress_period_data\n", + " writing package rcha...\n", + " writing package riv_0...\n", + "INFORMATION: maxbound in ('gwf6', 'riv', 'dimensions') changed to 21 based on size of stress_period_data\n", + " writing package oc...\n", + "FloPy is using the following executable to run the model: .\\mf6.EXE\n", + " MODFLOW 6\n", + " U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL\n", + " VERSION mf6.0.2 February 23, 2018\n", + "\n", + " MODFLOW 6 compiled Feb 21 2018 10:49:51 with IFORT compiler (ver. 18.0.1)\n", + "\n", + "This software has been approved for release by the U.S. Geological \n", + "Survey (USGS). Although the software has been subjected to rigorous \n", + "review, the USGS reserves the right to update the software as needed \n", + "pursuant to further analysis and review. No warranty, expressed or \n", + "implied, is made by the USGS or the U.S. Government as to the \n", + "functionality of the software and related material nor shall the \n", + "fact of release constitute any such warranty. Furthermore, the \n", + "software is released on condition that neither the USGS nor the U.S. \n", + "Government shall be held liable for any damages resulting from its \n", + "authorized or unauthorized use. Also refer to the USGS Water \n", + "Resources Software User Rights Notice for complete use, copyright, \n", + "and distribution information.\n", + "\n", + " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:57\n", + "\n", + " Writing simulation list file: mfsim.lst\n", + " Using Simulation name file: mfsim.nam\n", + " Solving: Stress period: 1 Time step: 1\n", + " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/12/09 15:22:57\n", + " Elapsed run time: 0.240 Seconds\n", + "\n", + " Normal termination of simulation.\n", + "FloPy is using the following executable to run the model: .\\mp7.EXE\n", + "\n", + "MODPATH Version 7.2.001 \n", + "Program compiled Dec 22 2017 11:11:36 with IFORT compiler (ver. 16.0.0) \n", + " \n", + " \n", + "Run particle tracking simulation ...\n", + "Processing Time Step 1 Period 1. Time = 1.00000E+03 Steady-state flow \n", + "\n", + "Particle Summary:\n", + " 0 particles are pending release.\n", + " 0 particles remain active.\n", + " 16 particles terminated at boundary faces.\n", + " 0 particles terminated at weak sink cells.\n", + " 0 particles terminated at weak source cells.\n", + " 0 particles terminated at strong source/sink cells.\n", + " 0 particles terminated in cells with a specified zone number.\n", + " 0 particles were stranded in inactive or dry cells.\n", + " 0 particles were unreleased.\n", + " 0 particles have an unknown status.\n", + " \n", + "Normal termination. \n", + "FloPy is using the following executable to run the model: .\\mp7.EXE\n", + "\n", + "MODPATH Version 7.2.001 \n", + "Program compiled Dec 22 2017 11:11:36 with IFORT compiler (ver. 16.0.0) \n", + " \n", + " \n", + "Run particle tracking simulation ...\n", + "Processing Time Step 1 Period 1. Time = 1.00000E+03 Steady-state flow \n", + "\n", + "Particle Summary:\n", + " 0 particles are pending release.\n", + " 0 particles remain active.\n", + " 416 particles terminated at boundary faces.\n", + " 0 particles terminated at weak sink cells.\n", + " 0 particles terminated at weak source cells.\n", + " 0 particles terminated at strong source/sink cells.\n", + " 0 particles terminated in cells with a specified zone number.\n", + " 0 particles were stranded in inactive or dry cells.\n", + " 0 particles were unreleased.\n", + " 0 particles have an unknown status.\n", + " \n", + "Normal termination. \n", + "Output file located: mp7p2.hds\n", + "Output file located: mp7p2.cbb\n" + ] + } + ], + "source": [ + "# build and run vertex model grid demo problem\n", + "import setup_pmv_demo\n", + "setup_pmv_demo.run()\n", + "\n", + "# check if model ran properly\n", + "modelpth = os.path.join(\"data\", \"mp7_ex2\", \"mf6\")\n", + "files = ['mp7p2.hds', 'mp7p2.cbb']\n", + "for f in files:\n", + " if os.path.isfile(os.path.join(modelpth, f)):\n", + " msg = 'Output file located: {}'.format(f)\n", + " print (msg)\n", + " else:\n", + " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", + " print (errmsg)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loading simulation...\n", + " loading simulation name file...\n", + " loading tdis package...\n", + " loading model gwf6...\n", + " loading package disv...\n", + " loading package ic...\n", + " loading package npf...\n", + " loading package wel...\n", + " loading package rch...\n", + " loading package riv...\n", + " loading package oc...\n", + " loading ims package mp7p2...\n" + ] + } + ], + "source": [ + "# load the simulation and get the model\n", + "vertex_sim_name = \"mfsim.nam\"\n", + "vertex_sim = flopy.mf6.MFSimulation.load(sim_name=vertex_sim_name, version=vmf6, exe_name=exe_name_mf6, \n", + " sim_ws=modelpth)\n", + "vertex_ml6 = vertex_sim.get_model(\"mp7p2\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Setting MODFLOW-6 Vertex Model Grid offsets, rotation and plotting\n", + "\n", + "Setting the `Grid` offsets and rotation is consistent in FloPy, no matter which type of discretization the user is using. The `set_coord_info()` method on the `modelgrid` is used. \n", + "\n", + "Plotting works consistently too, the user just calls the `PlotMapView` class and it accounts for the discretization type" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# set coordinate information on the modelgrid\n", + "vertex_ml6.modelgrid.set_coord_info(xoff=362100, yoff=4718900, angrot=-21)\n", + "\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title(\"Vertex Model Grid (DISV)\")\n", + "\n", + "# use PlotMapView to plot a DISV (vertex) model\n", + "mapview = flopy.plot.PlotMapView(vertex_ml6, layer=0)\n", + "linecollection = mapview.plot_grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting boundary conditions with Vertex Model grids\n", + "\n", + "The `plot_bc()` method can be used to plot boundary conditions. It is setup to use the following dictionary to assign colors, however, these colors can be changed in the method call.\n", + "\n", + " bc_color_dict = {'default': 'black', 'WEL': 'red', 'DRN': 'yellow',\n", + " 'RIV': 'green', 'GHB': 'cyan', 'CHD': 'navy'}\n", + "\n", + "Here we plot river (RIV) cell locations" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title(\"Vertex Model Grid (DISV)\")\n", + "\n", + "# use PlotMapView to plot a DISV (vertex) model\n", + "mapview = flopy.plot.PlotMapView(vertex_ml6, layer=0)\n", + "riv = mapview.plot_bc(\"RIV\")\n", + "linecollection = mapview.plot_grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Arrays and Contouring with Vertex Model grids\n", + "\n", + "`PlotMapView` allows the user to plot arrays and contour with DISV based discretization. The `plot_array()` method is called in the same way as using a structured grid. The only difference is that `PlotMapView` builds a matplotlib patch collection for Vertex based grids. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the head output for stress period 1 from the modflow6 head file\n", + "head = flopy.utils.HeadFile(os.path.join(modelpth, 'mp7p2.hds'))\n", + "hdata = head.get_alldata()[0, :, :, :]\n", + "\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title(\"plot_array()\")\n", + "\n", + "mapview = flopy.plot.PlotMapView(model=vertex_ml6, layer=2)\n", + "patch_collection = mapview.plot_array(hdata, cmap=\"Dark2\")\n", + "linecollection = mapview.plot_grid(lw=0.25, color='k')\n", + "cb = plt.colorbar(patch_collection, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `contour_array()` method operates in the same way as the sturctured example." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plotting head array and then contouring the array!\n", + "levels = np.arange(327, 332, 0.5)\n", + "\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('Model head contours, layer 3')\n", + "\n", + "mapview = flopy.plot.PlotMapView(model=vertex_ml6, layer=2)\n", + "pc = mapview.plot_array(hdata, cmap=\"Dark2\")\n", + "\n", + "# contouring the head array\n", + "contour_set = mapview.contour_array(hdata, levels=levels, colors='white')\n", + "plt.clabel(contour_set, fmt='%.1f', colors='white', fontsize=11)\n", + "linecollection = mapview.plot_grid(lw=0.25, color='k')\n", + "\n", + "cb = plt.colorbar(pc, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting MODPATH 7 results on a vertex model\n", + "\n", + "MODPATH-7 results can be plotted using the same built in methods as used previously to plot MODPATH-6 results. The `plot_pathline()` and `plot_timeseries()` methods are layered on the previous example to show modpath simulation results" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "# load the MODPATH-7 results\n", + "mp_namea = 'mp7p2a_mp'\n", + "fpth = os.path.join(modelpth, mp_namea + \".mppth\")\n", + "p = flopy.utils.PathlineFile(fpth)\n", + "p0 = p.get_alldata()\n", + "\n", + "fpth = os.path.join(modelpth, mp_namea + '.timeseries')\n", + "ts = flopy.utils.TimeseriesFile(fpth)\n", + "ts0 = ts.get_alldata()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# setup the plot\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('MODPATH 7 particle tracking results')\n", + "\n", + "mapview = flopy.plot.PlotMapView(vertex_ml6, layer=2)\n", + "\n", + "# plot and contour head arrays\n", + "pc = mapview.plot_array(hdata, cmap=\"Dark2\")\n", + "contour_set = mapview.contour_array(hdata, levels=levels, colors='white')\n", + "plt.clabel(contour_set, fmt='%.1f', colors='white', fontsize=11)\n", + "linecollection = mapview.plot_grid(lw=0.25, color='k')\n", + "cb = plt.colorbar(pc, shrink=0.75)\n", + "\n", + "# plot the modpath results\n", + "pline = mapview.plot_pathline(p0, layer='all', color='blue', lw=0.75)\n", + "colors = ['green', 'orange', 'red']\n", + "for k in range(3):\n", + " tseries = mapview.plot_timeseries(ts0, layer=k, marker='o', lw=0, color=colors[k])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting specific discharge vectors for DISV\n", + "MODFLOW-6 includes a the PLOT_SPECIFIC_DISCHARGE flag in the NPF package to calculate and store discharge vectors for easy plotting. `PlotMapView` has the `plot_specific_discharge()` method to use this data. The specific discharge array is stored in the cell budget file." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cbb = flopy.utils.CellBudgetFile(os.path.join(modelpth, 'mp7p2.cbb'), precision='double')\n", + "spdis = cbb.get_data(text=\"SPDIS\")\n", + "\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", + "ax.set_title('Specific discharge for vertex model')\n", + "\n", + "mapview = flopy.plot.PlotMapView(vertex_ml6, layer=2)\n", + "pc = mapview.plot_array(hdata, cmap=\"Dark2\")\n", + "linecollection = mapview.plot_grid(lw=0.25, color='k')\n", + "cb = plt.colorbar(pc, shrink=0.75)\n", + "\n", + "# plot specific discharge\n", + "quiver = mapview.plot_specific_discharge(spdis[0], normalize=True, alpha=0.60)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unstructured grid (DISU) plotting with MODFLOW-USG and MODFLOW-6\n", + "\n", + "Unstructured grid (DISU) plotting has support through the `PlotMapView` class and the `UnstructuredGrid` discretization object. The method calls are identical to those used for vertex (DISV) and structured (DIS) model grids. Let's run through a few unstructured grid examples" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "# set up the notebook for unstructured grid plotting\n", + "from flopy.discretization import UnstructuredGrid\n", + "\n", + "# this is a folder containing some unstructured grids\n", + "datapth = os.path.join('..', 'data', 'unstructured')\n", + "\n", + "# simple functions to load vertices and incidence lists\n", + "def load_verts(fname):\n", + " return(np.genfromtxt(fname))\n", + "\n", + "def load_iverts(fname):\n", + " f = open(fname, 'r')\n", + " iverts = []\n", + " xc = []\n", + " yc = []\n", + " for line in f:\n", + " ll = line.strip().split()\n", + " iverts.append([int(i) - 1 for i in ll[4:]])\n", + " xc.append(float(ll[1]))\n", + " yc.append(float(ll[2]))\n", + " return iverts, np.array(xc), np.array(yc)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "# load vertices\n", + "fname = os.path.join(datapth, 'ugrid_verts.dat')\n", + "verts = load_verts(fname)[:, 1:]\n", + "\n", + "# load the incidence list into iverts\n", + "fname = os.path.join(datapth, 'ugrid_iverts.dat')\n", + "iverts, xc, yc = load_iverts(fname)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this case, verts is just a 2-dimensional list of x,y vertex pairs. iverts is also a 2-dimensional list, where the outer list is of size ncells, and the inner list is a list of the vertex numbers that comprise the cell." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Vertex coordinate pair for vertex 0: [ 0. 700.]\n", + "Vertex coordinate pair for vertex 1: [100. 700.]\n", + "Vertex coordinate pair for vertex 2: [100. 600.]\n", + "Vertex coordinate pair for vertex 3: [ 0. 600.]\n", + "Vertex coordinate pair for vertex 4: [200. 700.]\n", + "...\n", + "\n", + "List of vertices for cell 0: [0, 1, 2, 3, 0]\n", + "List of vertices for cell 1: [1, 4, 5, 2, 1]\n", + "List of vertices for cell 2: [4, 6, 7, 5, 4]\n", + "List of vertices for cell 3: [6, 8, 9, 7, 6]\n", + "List of vertices for cell 4: [8, 10, 11, 9, 8]\n" + ] + } + ], + "source": [ + "# Print the first 5 entries in verts and iverts\n", + "for ivert, v in enumerate(verts[:5]):\n", + " print('Vertex coordinate pair for vertex {}: {}'.format(ivert, v))\n", + "print('...\\n')\n", + " \n", + "for icell, vertlist in enumerate(iverts[:5]):\n", + " print('List of vertices for cell {}: {}'.format(icell, vertlist))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A flopy `UnstructuredGrid` object can now be created using the vertices and incidence list. The `UnstructuredGrid` object is a key part of the plotting capabilities in flopy. In addition to the vertex information, the `UnstructuredGrid` object also needs to know how many cells are in each layer. This is specified in the ncpl variable, which is a list of cells per layer." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[218 218 218 218 218]\n", + "xll:0.0; yll:0.0; rotation:0.0; units:undefined; lenuni:0\n" + ] + } + ], + "source": [ + "ncpl = np.array(5 * [len(iverts)])\n", + "umg = UnstructuredGrid(verts, iverts, xc, yc, ncpl=ncpl)\n", + "print(ncpl)\n", + "print(umg)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have an `UnstructuredGrid`, we can use the flopy `PlotMapView` object to create different types of plots, just like we do for structured grids." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f = plt.figure(figsize=(10, 10))\n", + "mapview = flopy.plot.PlotMapView(modelgrid=umg)\n", + "mapview.plot_grid()\n", + "plt.plot(umg.xcellcenters, umg.ycellcenters, 'bo');" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create a random array for layer 0, and then plot it with a color flood and contours\n", + "f = plt.figure(figsize=(10, 10))\n", + "\n", + "a = np.random.random((ncpl[0])) * 100\n", + "levels = np.arange(0, 100, 30)\n", + "\n", + "mapview = flopy.plot.PlotMapView(modelgrid=umg)\n", + "pc = mapview.plot_array(a, cmap='viridis')\n", + "contour_set = mapview.contour_array(a, levels=levels, colors='white')\n", + "plt.clabel(contour_set, fmt='%.1f', colors='white', fontsize=11)\n", + "linecollection = mapview.plot_grid(color='k', lw=0.5)\n", + "colorbar = plt.colorbar(pc, shrink=0.75)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here are some examples of some other types of grids. The data files for these grids are located in the datapth folder." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10, 30))\n", + "fnames = [fname for fname in os.listdir(datapth) if fname.endswith('.exp')]\n", + "nplot = len(fnames)\n", + "for i, f in enumerate(fnames):\n", + " ax = fig.add_subplot(nplot, 1, i + 1, aspect='equal')\n", + " fname = os.path.join(datapth, f)\n", + " umga = UnstructuredGrid.from_argus_export(fname, nlay=1)\n", + " mapview = flopy.plot.PlotMapView(modelgrid=umga, ax=ax)\n", + " linecollection = mapview.plot_grid(colors='sienna')\n", + " ax.set_title(fname)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "\n", + "This notebook demonstrates some of the plotting functionality available with FloPy. Although not described here, the plotting functionality tries to be general by passing keyword arguments passed to `PlotMapView` methods down into the `matplotlib.pyplot` routines that do the actual plotting. For those looking to customize these plots, it may be necessary to search for the available keywords by understanding the types of objects that are created by the `PlotMapView` methods. The `PlotMapView` methods return these `matplotlib.collections` objects so that they could be fine-tuned later in the script before plotting.\n", + "\n", + "Hope this gets you started!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/Notebooks/flopy3_MapExample.ipynb b/examples/Notebooks/flopy3_MapExample.ipynb deleted file mode 100644 index f9a62b91c2..0000000000 --- a/examples/Notebooks/flopy3_MapExample.ipynb +++ /dev/null @@ -1,1206 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FloPy\n", - "\n", - "## Making Maps and Cross-Sections of Your Model\n", - "This notebook demonstrates the mapping and cross-section capabilities of flopy. It demonstrates these capabilities by loading and running an existing model, and then showing how the PlotMapView and PlotCrossSection objects, and their methods can be used to make nice plots of the model grid, boundary conditions, models results, shape files, etc.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "flopy is installed in /Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy\n", - "3.7.3 | packaged by conda-forge | (default, Jul 1 2019, 14:38:56) \n", - "[Clang 4.0.1 (tags/RELEASE_401/final)]\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n" - ] - } - ], - "source": [ - "import sys\n", - "import os\n", - "import platform\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# run installed version of flopy or add local path\n", - "try:\n", - " import flopy\n", - "except:\n", - " fpth = os.path.abspath(os.path.join('..', '..'))\n", - " sys.path.append(fpth)\n", - " import flopy\n", - "\n", - "print(sys.version)\n", - "print('numpy version: {}'.format(np.__version__))\n", - "print('matplotlib version: {}'.format(mpl.__version__))\n", - "print('flopy version: {}'.format(flopy.__version__))" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "#Set name of MODFLOW exe\n", - "# assumes executable is in users path statement\n", - "version = 'mf2005'\n", - "exe_name = 'mf2005'\n", - "exe_mp = 'mp6'\n", - "if platform.system() == 'Windows':\n", - " exe_name += '.exe'\n", - " exe_mp += '.exe'\n", - "mfexe = exe_name\n", - "\n", - "#Set the paths\n", - "loadpth = os.path.join('..', 'data', 'freyberg')\n", - "modelpth = os.path.join('data')\n", - "\n", - "#make sure modelpth directory exists\n", - "if not os.path.exists(modelpth):\n", - " os.makedirs(modelpth)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Load and Run an Existing Model\n", - "A model called the \"Freyberg Model\" is located in the loadpth folder. In the following code block, we load that model, then change into a new workspace (modelpth) where we recreate and run the model. For this to work properly, the MODFLOW-2005 executable (mf2005) must be in the path. We verify that it worked correctly by checking for the presence of freyberg.hds and freyberg.cbc." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "changing model workspace...\n", - " data\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf2005\n", - "\n", - " MODFLOW-2005 \n", - " U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUND-WATER FLOW MODEL\n", - " Version 1.12.00 2/3/2017 \n", - "\n", - " Using NAME file: freyberg.nam \n", - " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 16:17:03\n", - "\n", - " Solving: Stress period: 1 Time step: 1 Ground-Water Flow Eqn.\n", - " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 16:17:03\n", - " Elapsed run time: 0.014 Seconds\n", - "\n", - " Normal termination of simulation\n", - "Output file located: freyberg.hds\n", - "Output file located: freyberg.cbc\n" - ] - } - ], - "source": [ - "ml = flopy.modflow.Modflow.load('freyberg.nam', model_ws=loadpth, \n", - " exe_name=exe_name, version=version)\n", - "ml.change_model_ws(new_pth=modelpth)\n", - "ml.write_input()\n", - "success, buff = ml.run_model()\n", - "if not success:\n", - " print ('Something bad happened.')\n", - "files = ['freyberg.hds', 'freyberg.cbc']\n", - "for f in files:\n", - " if os.path.isfile(os.path.join(modelpth, f)):\n", - " msg = 'Output file located: {}'.format(f)\n", - " print (msg)\n", - " else:\n", - " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", - " print (errmsg)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Create and Run MODPATH 6 model\n", - "\n", - "The MODFLOW model created in the previous code block will be used to create a endpoint capture zone and pathline analysis for the pumping wells in the model." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp6\n", - "Processing basic data ...\n", - "Checking head file ...\n", - "Checking budget file and building index ...\n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", - "Particle tracking complete. Writing endpoint file ... \n", - "End of MODPATH simulation. Normal termination.\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp6\n", - "Processing basic data ...\n", - "Checking head file ...\n", - "Checking budget file and building index ...\n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", - "Particle tracking complete. Writing endpoint file ... \n", - "End of MODPATH simulation. Normal termination.\n" - ] - }, - { - "data": { - "text/plain": [ - "(True, [])" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mp = flopy.modpath.Modpath('freybergmp', exe_name=exe_mp, \n", - " modflowmodel=ml, model_ws=modelpth)\n", - "mpbas = flopy.modpath.ModpathBas(mp, hnoflo=ml.bas6.hnoflo, hdry=ml.lpf.hdry, \n", - " ibound=ml.bas6.ibound.array, \n", - " prsity=0.2, prsityCB=0.2)\n", - "sim = mp.create_mpsim(trackdir='forward', simtype='endpoint', packages='RCH')\n", - "mp.write_input()\n", - "mp.run_model()\n", - "\n", - "mpp = flopy.modpath.Modpath('freybergmpp', exe_name=exe_mp, \n", - " modflowmodel=ml, model_ws=modelpth)\n", - "mpbas = flopy.modpath.ModpathBas(mpp, hnoflo=ml.bas6.hnoflo, hdry=ml.lpf.hdry, \n", - " ibound=ml.bas6.ibound.array, \n", - " prsity=0.2, prsityCB=0.2)\n", - "sim = mpp.create_mpsim(trackdir='backward', simtype='pathline', packages='WEL')\n", - "mpp.write_input()\n", - "mpp.run_model()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Creating a Map and Cross-Section of the Model Grid\n", - "Now that we have a model, we can use the flopy plotting utilities to make maps and cross-sections. We will start by making a map of the model grid using the PlotMapView class and the plot_grid method of that class." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# First step is to set up the plot\n", - "fig = plt.figure(figsize=(5, 5))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "\n", - "# Next we create an instance of the ModelMap class\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "\n", - "# Then we can use the plot_grid() method to draw the grid\n", - "# The return value for this function is a matplotlib LineCollection object,\n", - "# which could be manipulated (or used) later if necessary.\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we will make a cross-section of the model grid at column 6." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 3))\n", - "ax = fig.add_subplot(1, 1, 1)\n", - "\n", - "# Next we create an instance of the ModelCrossSection class\n", - "modelxsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", - "\n", - "# Then we can use the plot_grid() method to draw the grid\n", - "# The return value for this function is a matplotlib LineCollection object,\n", - "# which could be manipulated (or used) later if necessary.\n", - "linecollection = modelxsect.plot_grid()\n", - "t = ax.set_title('Column 6 Cross-Section - Model Grid')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The PlotMapView instance can plot the position of the model grid in space. However, transformations must be done in the modelgrid using `set_coord_info`, which is different than the depreciated `ModelMap` plotting class. This allows the user to set the coordinate information once, and then they are able to generate as many instanstances of `PlotMapView` as they wish, without providing the coordinate info again.\n", - "\n", - "Here we demonstrate the effects of these values. In the first two plots, the grid origin (lower left corner) remains fixed at (0, 0). These first two plots demostrate how work with coordinate info in the `PlotMapView` class. The third example shows the depreciated `ModelMap` class." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(15, 5))\n", - "\n", - "ax = fig.add_subplot(1, 3, 1, aspect='equal')\n", - "\n", - "# set modelgrid rotation\n", - "ml.modelgrid.set_coord_info(angrot=14)\n", - "\n", - "# generate a plot\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "linecollection = modelmap.plot_grid()\n", - "t = ax.set_title('rotation=14 degrees')\n", - "\n", - "# re-set the modelgrid rotation\n", - "ml.modelgrid.set_coord_info(angrot=-20)\n", - "\n", - "ax = fig.add_subplot(1, 3, 2, aspect='equal')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "linecollection = modelmap.plot_grid()\n", - "t = ax.set_title('rotation=-20 degrees')\n", - "\n", - "# Depreciated ModelMap functionality\n", - "ax = fig.add_subplot(1, 3, 3, aspect='equal')\n", - "modelmap = flopy.plot.ModelMap(model=ml, xul=500000, yul=2934000, rotation=45)\n", - "linecollection = modelmap.plot_grid()\n", - "t = ax.set_title('xul, yul, and rotation')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Ploting Ibound\n", - "The plot_ibound() method can be used to plot the boundary conditions contained in the ibound arrray, which is part of the MODFLOW Basic Package. The plot_ibound() method returns a matplotlib QuadMesh object (matplotlib.collections.QuadMesh). If you are familiar with the matplotlib collections, then this may be important to you, but if not, then don't worry about the return objects of these plotting function." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "\n", - "# set the grid rotation and then plot\n", - "ml.modelgrid.set_coord_info(angrot=-14)\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound()\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Or we could change the colors!\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound(color_noflow='red', color_ch='orange')\n", - "linecollection = modelmap.plot_grid(colors='yellow')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The plot_ibound() method can be used to plot a cross-section of the boundary conditions contained in the ibound arrray, which is part of the MODFLOW Basic Package. The plot_ibound() method returns a matplotlib Patch object (matplotlib.collections.PatchCollection)." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 3))\n", - "ax = fig.add_subplot(1, 1, 1)\n", - "modelxsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", - "patches = modelxsect.plot_ibound()\n", - "linecollection = modelxsect.plot_grid()\n", - "t = ax.set_title('Column 6 Cross-Section with IBOUND Boundary Conditions')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting Boundary Conditions\n", - "The plot_bc() method can be used to plot boundary conditions. It is setup to use the following dictionary to assign colors, however, these colors can be changed in the method call.\n", - "\n", - " bc_color_dict = {'default': 'black', 'WEL': 'red', 'DRN': 'yellow',\n", - " 'RIV': 'green', 'GHB': 'cyan', 'CHD': 'navy'}\n", - "\n", - "Here, we plot the location of river cells and the location of well cells." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound()\n", - "quadmesh = modelmap.plot_bc('RIV')\n", - "quadmesh = modelmap.plot_bc('WEL')\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Or we could change the colors!\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound(color_noflow='red', color_ch='orange')\n", - "quadmesh = modelmap.plot_bc('RIV', color='purple')\n", - "quadmesh = modelmap.plot_bc('WEL', color='navy')\n", - "linecollection = modelmap.plot_grid(colors='yellow')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The plot_bc() method can be used to plot a cross-section of boundary conditions. Just like the plot_bc() method for ModelMap, the default boundary conditions can be changed in the method call.\n", - "\n", - "Here, we plot the location of well cells in column 6." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/plotbase.py:377: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", - " plotarray[idx] = 1\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 3))\n", - "ax = fig.add_subplot(1, 1, 1)\n", - "modelxsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", - "patches = modelxsect.plot_bc('WEL')\n", - "patches = modelxsect.plot_ibound()\n", - "linecollection = modelxsect.plot_grid()\n", - "t = ax.set_title('Column 6 Cross-Section with Boundary Conditions')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting an Array\n", - "PlotMapView has a plot_array() method. The plot_array() method will accept either a 2D or 3D array. If a 3D array is passed, then the layer for the ModelMap object will be used (note that the ModelMap object can be created with a 'layer=' argument)." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Create a random array and plot it\n", - "a = np.random.random((ml.dis.nrow, ml.dis.ncol))\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Random Array')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_array(a)\n", - "linecollection = modelmap.plot_grid()\n", - "cb = plt.colorbar(quadmesh, shrink=0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Plot the model bottom array\n", - "a = ml.dis.botm.array\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Model Bottom Elevations')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_array(a)\n", - "linecollection = modelmap.plot_grid()\n", - "cb = plt.colorbar(quadmesh, shrink=0.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "PlotCrossSection also has a plot_array() method. The plot_array() method accepts a 3D array." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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pEWA9sDgi7gemRMRagPS6//AV08zMrHoKBb+IKEXE0cB0YJakI4uuQNJcSUskLaFUGmw5zczMqmZAZ3tGxKvAncBsYJ2kqQDpdX3OPAsiYmZEzKSxcYjFNTMzG7oiZ3vuJ2nv9H4C8AHgaeAm4OKU7WLgp8NVSDMzs2pqKpBnKnC1pEayYLkoIm6WdC+wSNKlwErgvGEsp5mZWdX0G/wi4jHgPX1Mfwk4dTgKZWZmNpx8hxczM6s7Dn5mZlZ3HPzMzKzuOPiZmVndcfAzM7O64+BnZmZ1x8HPzMzqjoOfmZnVHQc/MzOrOw5+ZmZWdxz8zMys7jj4mZlZ3SnyVAczM7PCfvOU1njp5R0PL3/osW23RsTsUSzSLhz8zMysqja+XOL+W6f3jDdPfXbyKBanTw5+ZmZWVUGwLbaPdjEqKvIk9wMl/VLSUklPSvpEmn6ZpBclPZKGM4a/uGZmVuu6CLZGqWeoRUVafp3ApyPiYUl7Ag9JWpzSvhERXxu+4pmZ2VjTRfBGjQa9bkWe5L4WWJveb5K0FJg23AUzM7OxKUJsDY12MSoa0KUOkg4B3gPcnybNk/SYpKskTcqZZ66kJZKWUKrtPQEzMxu6LmBrNPQMtahwqSRNBH4MfDIiXge+DRwGHE3WMvzbvuaLiAURMTMiZtLYWIUim5lZLetCbI2mnqEWFSqVpGaywPeDiLgBICLWlaX/E3DzsJTQzMzGlEBs7arNoNetyNmeAr4DLI2Ir5dNn1qW7VzgieoXz8zMxpquEFujuWeoRUVC8wnARcDjkh5J0z4HXCDpaCCAFcDHhqWEZmY2pgSq2aDXrcjZnncDfZ22c0v1i2NmZmNdF+KNrnGjXYyKartT1szMxpyu3aHlZ2ZmNhBdIbZ2OfiZmVkd2S2O+ZmZmQ1EF2KbW35mZlZPYgx0e9bmfWfMzGzMylp+TT1DEZJmS1omabmk+X2k/2nZU4SekFSStE9KWyHp8ZS2pMj63PIzM7OqCsS2ARzzk9QIXAGcBqwGHpR0U0Q81bPMiL8B/ibl/xDwJxHxctliTomIjUXX6ZafmZlVVVeIN0rNPUMBs4DlEfFcRHQA1wNnV8h/AXDdUMro4GdmZlUViI6upp4BmNz9dJ80zO01yzRgVdn4anIenSdpD2A22f2md6wSbpP0UB/L7pO7Pc3MrKq6Qmwr7RReNkbEzAqz9HUXscjJ+yHgP3p1eZ4QEWsk7Q8slvR0RNxVqYxu+ZmZWVUF9G759Wc1cGDZ+HRgTU7e8+nV5RkRa9LreuBGsm7Uihz8zMysqiJER1djz1DAg8Dhkg6V1EIW4G7qnUnSXsBJwE/LprVK2rP7PfBBCjxlyN2eZmZWVV2IjlLxh5dHRKekecCtQCNwVUQ8KenjKf3KlPVc4LaI2FI2+xTgxuzpezQB10bEL/pbp4OfmZlVVQRFW3xl88Qt9HpaUFnQ6x5fCCzsNe054KiBlrHIw2wPlPRLSUslPSnpE2n6PpIWS3omvU4a6MrNzGz3E2QnvHQPtajIMb9O4NMR8Q7gOOCPJB0BzAfuiIjDgTvSuJmZ1bkIsb3U2DPUon6DX0SsjYiH0/tNwFKy6y/OBq5O2a4GzhmuQpqZ2dgRAZ2lhp6hFg2oPSrpEOA9wP3AlIhYC1mATNdXmJlZnQvE9gEe8xtphUOypIlkV9R/MiJeH8B8c7uv6qdUGkwZzcxsDImAUqmhZ6hFhUolqZks8P0gIm5Ik9dJmprSpwLr+5o3IhZExMyImEljbe8JmJlZddR6t2eRsz0FfAdYGhFfL0u6Cbg4vb+YsosOzcysfkWIUldDz1CLihzzOwG4CHhc0iNp2ueAy4FFki4FVgLnDU8RzcxsLAmg1FmbQa9bv8EvIu6m75uOApxa3eKYmdmYFxClvLBRG2rz6kMzMxu7QnTV6LG+bg5+ZmZWfV1u+ZmZWT1xt6eZmdUjOfiZmVldCUGNB7/aPiJpZmZjT4A61TMUIWm2pGWSlkva5UEJkk6W9JqkR9Lw+aLz9sUtPzMzqzp1DSCv1AhcAZwGrAYelHRTRDzVK+u/R8RZg5x3J275mZlZdQVZt2epcPfnLGB5RDwXER3A9WRPDhq2eR38zMys6lTaMQCTux9wkIa5vbJPA1aVja9O03o7XtKjkn4u6Z0DnHcn7vY0M7OqUuxytufGiJhZaZY+pkWv8YeBgyNis6QzgJ8Ahxecdxdu+ZmZWXUFNJR2DAWsBg4sG58OrNlpkRGvR8Tm9P4WoFnS5CLz9sXBz8zMqq5Xt2d/HgQOl3SopBbgfLInB+1YntSWnjKEpFlk8eulIvP2xd2eZmZWXVE46GXZIzolzQNuBRqBqyLiSUkfT+lXAr8D/A9JncCbwPkREUCf8/a3zt02+EVnI2tun1UxvUC3sJmZDZAYWPCDnq7MW3pNu7Ls/beAbxWdtz/9Bj9JVwFnAesj4sg07TLgD4ENKdvn0sprQsukTfDaVKZMODQ3T3tLO689//IIlsrMrE4MsOU3Goq0/BaSRdtrek3/RkR8reolqpK2tjbmzJmTm75w4ULWL3PwMzOrujEQ/Po94SUi7gIcJczMrLABnu054oZytuc8SY9JukrSpKqVyMzMxjRFdnuz7qEWDfaEl28DXyI7Y+RLwN8Cf9BXxnQl/1yAyW1TBrm60dPYCEfOyj8xprGx/2U0ASdN2FIxvWPgRTMzq1m13u05qOAXEeu630v6J+DmCnkXAAsApk47IGa3b8tdbnNALdXXlvat7D9jHw45tC03T3t7Ow17vZSbPm7S6zS/dgAz2yovY+ULK4ZSVDOz2hHQ0DnahahsUMFP0tSIWJtGzwWeKDLf+JZxHNd2UG56e3s77Zu297uc6Gxk7e2/npve8cqeMKFIifpX6MSZNyvfTKDIMpYtWzbIEpqZ1ZgxcMJLkUsdrgNOJrsx6Wrgr4CTJR1N1u25AvhYkZXtu+++/QaB9o2rctMBNr/ZQFvrONoqXMbABCqux8zMhs9grvMbaf0Gv4i4oI/J3xmGsgAwcUIXx7x9a8X0/lpSZmY2igIaSrV9E5GausPLnDlzWLhwYaF81dDaNp53XZzfgmxtG1+V9ZiZ1Zsx3/IbaSPVousJtDP6z2dmZsUpavf6vm41F/xGkgObmdkwCJC7Pc3MrN7slpc6mJmZ5VFAQ2dtt/z8MFszM6uuCFTaMRQhabakZZKWS5rfR/rvpVtqPibpHklHlaWtkPS4pEckLSmyPrf8zMysugI0gJafpEbgCuA0YDXwoKSbIuKpsmzPAydFxCuSTie7c9ixZemnRMTGout0y8/MzKquoRQ9QwGzgOUR8VxEdADXA2eXZ4iIeyLilTR6HzB9SOUbysxmZma9KbX8uocCpgHlt/danabluRT4edl4ALdJeig9TKFf7vY0M7PqikClnZ5lNLnXsbgF6aEH3dTXUvpatKRTyILfiWWTT4iINZL2BxZLejo9izaXg18VbHvlLaxefGxuWrVusm1mNibserbnxoiYWWGO1cCBZePTgV2eGCDp3cA/A6dHRM/jdCJiTXpdL+lGsm5UB7/h1O8t2XyTbRuCju1NXHPTByqmm9UidQ7oFi8PAodLOhR4ETgfuHCn5UkHATcAF0XEf5VNbwUaImJTev9B4Iv9rdD/nCpwcLPh0N7ezowZM6BlVm6elpZ21sqPQrbaogjUWfwR7hHRKWkecCvQCFwVEU9K+nhKvxL4PLAv8A+SADpTa3IKcGOa1gRcGxG/6G+dDn5mNazIsyBfWLdy5ApkVkQwoOAHEBG3ALf0mnZl2fuPAh/tY77ngKN6T++Pg5+ZmVVXBJRq+87W/V7qIOkqSeslPVE2bR9JiyU9k14nDW8xzcxsLFFnV89Qi4pc57cQmN1r2nzgjog4HLgjjZuZmWUtv87SjqEG9Rv80rUSL/eafDZwdXp/NXBOlctlZmZjVQR0du4YatBg7/AyJSLWAqTX/fMySporaYmkJRs2bBjk6szMbMwIYHvnjqEGDfvtzSJiQUTMjIiZ++2333CvzszMRttu3PJbJ2kqQHpdX70imZnZmBZBdHb2DLVosMHvJuDi9P5i4KfVKY6ZmY15EWO/21PSdcC9wAxJqyVdClwOnCbpGbLnL10+vMU0M7Oxo/Zbfv1e5B4RF+QknVrlspiZ2W4gAqJGW3zdfIcXMzOrqk3x8q2Lt183uWxS4SesjxQHPzMzq6qI6H1jlJrjJ7mbmVndcfAzM7O64+BnZmZ1x8HPzMzqjk94MbOa1NgI7zxRFdNr82E5NhY4+JlZzXk1GjlwQhOHvLctN097ezvravxaMqtdDn5mVlhnZzP3/Tz/LPbOzmbIb6wNSFtbG3PmzMlNX7hwIS+sWl2VdZU6m3ji1vdXTB9rWlo6mDNnYW56W1v7yBWmBo29b9TMRsXm1hJt21rZc9xxuXm2tLSzrnHbCJaqgM5G4ldvr5hlXMsEJo3/9dz0bS3trNs2Qq3Mzgaa/v2wiuk0Vl7E5tYu2raN56STKuXKb1XXAwc/MyusSGts06oXOG1F/tO7m7pgpDorX25o5ODmJtpaD8nP1ErFzwTZ51r5QnVamZVsau1i6rY9Kpa3fVM77ePe6HdZ/X1XAJdccskAS7j7cPAzs6qZM2cOCxcurJinvb2dVW9WJ/zt01XitG1bKqa3tU3vNwiMlMYSvPfx8bnpe25poG16/zsY7a88Nwylqy8OfmYGZBvmox+bkJs+cUsjTOp/OUVaUaueH3orqkigLVKekbJpawNT92nm0EkVuhsn1U55d3cOfmbGax2NTNuracxtmGutPP0p0hVpI2NIwU/SCmATUAI6I2JmNQplZiPPG2arJ9Vo+Z0SETX3uAqzerHPtmD26u256U2R7Z3Wkr1V4pTm/GN1e6vWSmy7G3d7mo1hRU8wefG12rkYfKwdq6tFE7c0cEzF47MNhY7P1rOhBr8AbpMUwD9GxIIqlMnMBqDICSYvvjb8p+kPxFgMbJMocWpX363VJoAGmHlo/iUIe46vzs3YCu081ODx2Voz1OB3QkSskbQ/sFjS0xFxV3kGSXOBuQAHHXTQEFdnZjbyirZWiyynGhzYhm5IwS8i1qTX9ZJuBGYBd/XKswBYADBz5swYyvrMzEaLA87uZdDBT1Ir0BARm9L7DwJfrFrJzKxq9mopcfx++V1ye7X4BBOrL0Np+U0BbpTUvZxrI+IXVSmVmVWNTzAx29Wgg19EPAccVcWymNkwcWAz25mf5G5mZnXHwc/MzOqOg5+ZmdUdBz8zM6s7Dn5mZlZ3HPzMzKzuOPiZmVndcfAzM7O64+BnZmZ1x8HPzMzqjoOfmZnVHQc/MzOrOw5+ZmZWdxz8zMys7gwp+EmaLWmZpOWS5lerUGZmZsNp0MFPUiNwBXA6cARwgaQjqlUwMzOz4TKUlt8sYHlEPBcRHcD1wNnVKZaZmdnwUUQMbkbpd4DZEfHRNH4RcGxEzMubZ+bMmbFkyZJBrW93tnDhQpYtW0Z7e3tunoMOOgiAlStXOk+N56nWetra2pgxY4afwm7DRtJDETFztMsxGpqGMK/6mLZLJJU0F5ibRrdJemII69ydTQY2jnYhaljd1s8ll1zSX5a6rZuCXD/5Dh7tAoyWoQS/1cCBZePTgTW9M0XEAmABgKQl9bqX0R/XTWWun3yum8pcP9aXoRzzexA4XNKhklqA84GbqlMsMzOz4TPoll9EdEqaB9wKNAJXRcSTVSuZmZnZMBlKtycRcQtwywBmWTCU9e3mXDeVuX7yuW4qc/3YLgZ9tqeZmdlY5dubmZlZ3RmR4FePt0GTdKCkX0paKulJSZ9I0/eRtFjSM+l1Utk8n011tEzSb5ZNf6+kx1Pa30vq6zKTMUdSo6T/lHRzGnfdJJL2lvQjSU+n39Dxrp8dJP1J+l89Iek6SeNdPzYgETGsA9nJMM8CbwVagEeBI4Z7vaM9AFOBY9L7PYH/IrsN3FeB+Wn6fOAr6f0RqW7GAYemOmtMaQ8Ax5NdW/lz4PTR/nxVqqNPAdcCN6dx182Ourka+Gh63wLs7frpqZtpwPPAhDS+CJjj+vEwkGEkWn51eRu0iFgbEQ+n95uApWR/2rPJNmyk13PS+7OB6/MoH5AAAAJCSURBVCNiW0Q8DywHZkmaCrwlIu6NiACuKZtnzJI0HTgT+Oeyya4bQNJbgN8AvgMQER0R8Squn3JNwARJTcAeZNcYu36ssJEIftOAVWXjq9O0uiHpEOA9wP3AlIhYC1mABPZP2fLqaVp633v6WPdN4DNAV9k0103mrcAG4LupW/ifJbXi+gEgIl4EvgasBNYCr0XEbbh+bABGIvgVug3a7krSRODHwCcj4vVKWfuYFhWmj1mSzgLWR8RDRWfpY9puWTdJE3AM8O2IeA+whawbL09d1U86lnc2WRfmAUCrpI9UmqWPabtt/VgxIxH8Ct0GbXckqZks8P0gIm5Ik9el7hbS6/o0Pa+eVqf3vaePZScAvyVpBVk3+PslfR/XTbfVwOqIuD+N/4gsGLp+Mh8Ano+IDRGxHbgBeB+uHxuAkQh+dXkbtHTW2HeApRHx9bKkm4CL0/uLgZ+WTT9f0jhJhwKHAw+k7ptNko5Ly/z9snnGpIj4bERMj4hDyH4P/xYRH8F1A0BEtAOrJM1Ik04FnsL1020lcJykPdLnOpXsmLrrx4obibNqgDPIznZ8Fvjz0T7LZ4Q+84lkXSiPAY+k4QxgX+AO4Jn0uk/ZPH+e6mgZZWedATOBJ1Lat0g3J9gdBuBkdpzt6brZ8bmOBpak389PgEmun53q5wvA0+mzfY/sTE7Xj4fCg+/wYmZmdcd3eDEzs7rj4GdmZnXHwc/MzOqOg5+ZmdUdBz8zM6s7Dn5mZlZ3HPzMzKzuOPiZmVnd+f9ufzvx/bgzeAAAAABJRU5ErkJggg==\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Create a random array and plot it\n", - "a = np.random.random((ml.dis.nlay, ml.dis.nrow, ml.dis.ncol))\n", - "\n", - "fig = plt.figure(figsize=(8, 3))\n", - "ax = fig.add_subplot(1, 1, 1)\n", - "modelxsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", - "csa = modelxsect.plot_array(a)\n", - "patches = modelxsect.plot_ibound()\n", - "linecollection = modelxsect.plot_grid()\n", - "t = ax.set_title('Column 6 Cross-Section with Random Data')\n", - "cb = plt.colorbar(csa, shrink=0.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Contouring an Array\n", - "PlotMapView also has a contour_array() method. It also takes a 2D or 3D array and will contour the layer slice if 3D." - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Contour the model bottom array\n", - "a = ml.dis.botm.array\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Model Bottom Elevations')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "contour_set = modelmap.contour_array(a)\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# The contour_array() method will take any keywords\n", - "# that can be used by the matplotlib.pyplot.contour\n", - "# function. So we can pass in levels, for example.\n", - "a = ml.dis.botm.array\n", - "levels = np.arange(0, 20, 0.5)\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Model Bottom Elevations')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "contour_set = modelmap.contour_array(a, levels=levels)\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting Heads\n", - "So this means that we can easily plot results from the simulation by extracting heads using flopy.utils. Here we plot the simulated heads." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fname = os.path.join(modelpth, 'freyberg.hds')\n", - "hdobj = flopy.utils.HeadFile(fname)\n", - "head = hdobj.get_data()\n", - "levels = np.arange(10, 30, .5)\n", - "\n", - "fig = plt.figure(figsize=(10, 10))\n", - "\n", - "ax = fig.add_subplot(1, 2, 1, aspect='equal')\n", - "ax.set_title('plot_array()')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound()\n", - "quadmesh = modelmap.plot_array(head, masked_values=[999.], alpha=0.5)\n", - "modelmap.plot_bc(\"WEL\")\n", - "linecollection = modelmap.plot_grid()\n", - "\n", - "ax = fig.add_subplot(1, 2, 2, aspect='equal')\n", - "ax.set_title('contour_array()')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound()\n", - "modelmap.plot_bc(\"WEL\")\n", - "contour_set = modelmap.contour_array(head, masked_values=[999.], levels=levels)\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also plot simulated heads in cross-section. The head can be passed into the plot_array() and contour_array() to fix the top of the colored patch and contour lines at the top of the water table in each cell, respectively. The plot_surface() method can be used to plot the water-table elevation with the contour lines." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 6))\n", - "\n", - "ax = fig.add_subplot(2, 1, 1)\n", - "ax.set_title('plot_array()')\n", - "modelxsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", - "csa = modelxsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "patches = modelxsect.plot_ibound(head=head)\n", - "linecollection = modelxsect.plot_grid()\n", - "\n", - "ax = fig.add_subplot(2, 1, 2)\n", - "ax.set_title('contour_array() and plot_surface()')\n", - "modelxsect = flopy.plot.PlotCrossSection(model=ml, line={'Column': 5})\n", - "ct = modelxsect.contour_array(head, masked_values=[999.], head=head, levels=levels)\n", - "patches = modelxsect.plot_ibound(head=head)\n", - "wt = modelxsect.plot_surface(head, masked_values=[999.], color='blue', lw=1)\n", - "linecollection = modelxsect.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting Discharge Vectors\n", - "PlotMapView has a plot_discharge() method, which takes the 'FLOW RIGHT FACE' and 'FLOW FRONT FACE' arrays, which can be written by MODFLOW to the cell by cell flow file. These array can be extracted from the cell by cell flow file using the flopy.utils.CellBudgetFile object as shown below. Once they are extracted, they can be passed to the plot_discharge() method. Note that plot_discharge() also takes the head array as an argument. The head array is used by plot_discharge() to convert the volumetric discharge in dimensions of $L^3/T$ to specific discharge in dimensions of $L/T$." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fname = os.path.join(modelpth, 'freyberg.cbc')\n", - "cbb = flopy.utils.CellBudgetFile(fname)\n", - "frf = cbb.get_data(text='FLOW RIGHT FACE')[0]\n", - "fff = cbb.get_data(text='FLOW FRONT FACE')[0]\n", - "\n", - "fig = plt.figure(figsize=(10, 10))\n", - "\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('plot_array()')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound()\n", - "quadmesh = modelmap.plot_array(head, masked_values=[999.], alpha=0.5)\n", - "quiver = modelmap.plot_discharge(frf, fff, head=head)\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "PlotCrossSection has a plot_discharge() method, which takes the 'FLOW RIGHT FACE', 'FLOW FRONT FACE', and 'FLOW LOWER FACE' arrays, which can be written by MODFLOW to the cell by cell flow file. These array can be extracted from the cell by cell flow file using the flopy.utils.CellBudgetFile object as shown below. Once they are extracted, they can be passed to the plot_discharge() method. Note that plot_discharge() also takes the head array as an argument. The head array is used by plot_discharge() to convert the volumetric flow in dimensions of $L^3/T$ to specific discharge in dimensions of $L/T$ and to plot the specific discharge in the center of each saturated cell. For this problem, there is no 'FLOW LOWER FACE' array since the Freyberg Model is a one layer model." - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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IiChAiYiIiESmuUUREZEsqYrV8vt3X4lcp7RQH8+5TjNQIiIiIhHlXMRdsW0zHYtL6Nm+Y7O0t3hTBYO7dKd9ke5fIiIiuaEqVsvNc16LXEczV80nZ2agVmzbzFXPP8Sou69n7fatWW9v8aYKLn3mPo6+5wZ21FRnvb16qyu3NFtbIiIikh0tHlVXbNvM72bP4K8fvEVtXV3W21u8qYL/efN5Hlz8NnXuWW+v3srKzdww+wX+tuAtNl15fbO1KyIibUdVbYxbXns9cp3SosIs9aj1arEA1daC093vz6I6FqOoIGcm/URERCRNjQYoMxsE3AOUAXXAZHe/xcx6AH8HhgDLgW+6++bGtpdKcJpbvpJNu3cC8HHdbgBeXtmOI/oMoGtp+xTe1qdSCU5vrllO19J2ACyr24UBr67qwJiywbRL89yoVZVb+J/ZM/YEJxEREWk9UpmBqgV+6O7zzKwzMNfMpgMTgRnufr2ZXQ1cDfzHvja08bgtjLr7+kZnnK58/qG9yu58CKafcznH9B+SQpehwtczM/YyP7vn/UZnnM554u69yiY/CAu//VP269ojpfbqrarcwg2zZ3BXA8HJHZZu2bjn9SavBGDplhr279oTM4vUXmNq62IUFWhqVkREGlZVG+O259+IXKctH/prNEC5+1pgbfi80swWAgOACcD4cLWpwEwaCVDbh+8M5rCyaHXlFn7x6tM8WDMfp/kO1W31rcyMvcov7pq3zxmnmNcx4q7f7FV+w12w46obKMnQFRS7aqr583uv88Ciebx+/v/LyDZFREQkEOnT2syGAKOBN4G+YbjC3deaWZ8G6kwCJgFwXfodTVW/Tl348tBDmLl4FRW+Puvtrd6+lRtnz+AvNbOI0fKH6uqD03+/NYPyHdsY3Ll7S3dJRESk1Uk5QJlZJ+Bh4Afuvi3VQ03uPhmYDND3uJ6+38ROvLV2xT7rdCou3XOy9e6qYBapXalRYI2fgF1gBXx9+BGsmj6U9+sWML/rKyzatK7R9grC91NVHbRXWmKk8hY7FpXQq31Hiilq0QCVGJxERESyrbomxh+fjHbor7omRklx/h/6SylAmVkxQXi6190fCYvXmVm/cPapH1DR2Hbar2nH8+dcwYxPPuS3s55rMEg9d873OLR3fwBu+8MOAK74XrQbaxZYAYcXHsrki8by6Ifv8ttZ0xsMUu9fei29wht33vqH7Rhw1eWdU2qnW7v2/PTY0yicO5rX6t5kTtEstlbtjtTXplBwEhERaX6pXIVnwJ3AQne/KW7RE8DFwPXhz8dTadDMOGXIcE7e76BGg1QmFFgB/zJ8FF876PBGg1RTtLf2nFI4nvsuPZXb3n6ZW+e9lDRIFVoB6y7/9Z7Xt/0pOIn8+5d1oTjCyd41XsPsurncctfr+wxOKyo30+MPV+95XVUdnIT2p7905OPv/CLl9kRERORTqcxAHQ9cCLxnZvPDsmsJgtM0M7sUWAGcHaXh1hqkurVrz8+OPY0rRn8haZAyg84l7fa8LrXgLujxZfsSzDi9wQ01z1PJdtjReJ2tVbv2KttWnf/TpyIiIi0llavwXgUaOhvo5KZ2IFmQyqZkQSobGgtS6Vq4aR1Pfvx+EJ5ERETyUHV1LVPueTVynZKSFv8ClT1ypifxQSrm2b8zeXyQyuaNyROD1B3zo/3CJDqy7yCmn30537v1HWbEZrLUl2emoyIiIpKynAlQ9cyMImu+w0sFVtDw/FoG1QepK4/8Qka2N7RgCEMLJnLMhI38atazvLhySdL1+nToxP1nTNzz+oFHg3OuvjWha0b6ISIi0hblXIBq7aJ+FU1jThh0ICcMuoKXVn6UNEi1Kyxm/KBhe17PLgi+bedzA3R/KBERkXTpm21biRMGHcjzZ1/BC2dfyYlxgUlEREQyTzNQrUzijNTHWza0dJdEREQyorqqlr/dEu1is+qqWkpKMx93FKBaqfog9XbFqpbuioiISKujQ3it3Og+A1u6CyIiIq2OApSIiIi0alu3BjeyjvJ46aV9b1MBSkRE2qy5K16lJlbd0t2QPKQAJSIiOWPrrk3N2t7j70zl6scuYsaixxSkJBIFKBERadD0Rf9gYfl7zdbe5Fdv4JYXr2P5xuQ3B86Grbs2cf+c2xWkJBJdhZdEdQ3c/+DOyHVKirPUIRGR0Ozls+jRsScH9m6e+719tH4xd8+6g5Flh/Evo85nRNlhWW9z/qpZzF81i1EDxzHh8AsY0rN53mt9kHr6gwf48iHn8oVhX6a4sCSjbazYvJDB3UdkdJvSMhoNUGZ2F/AVoMLdDw3LrgP+FVgfrnatuz+drU42pz59Cli/vpiCwrJI9UpKyunbuzZLvRIRCXy4fjGPzXiEowYdzdmjz2m2ILWg/D0WPHtN3gap15e+wOrYIgCWfLh+T/mO6sq91k0MUgd4L4otM/9D/tNrP2JAt2GcdvBEDug1KiPblJaRygzUFOA24J6E8pvd/caM9ygHlJWVMXHixEh1pkyZgsd0zyURaR5zV77F3JVv5W2Q2rJrE7WxWrb4FgA67qgAoCZWtde6mQhSD789lQ11QRvMTq1OfZDqTGc+V/AFTouNyciM1JL181iyfh7Deh+pIJXHGg1Q7v6ymQ3JfldERCSqTAWpZxY8ybKNH7G1NjiJu8srwTXciysWJF0/MUhFnZ+55cXfsGT9ok8LHmm8TnyQOsZH09/6R2w1PZVU8kzdP3j9yVlcNO5qDi47MiPbVZDKb005B+oKM7sImAP80N03J1vJzCYBkwD69+/bhOZar+oa+Ou07ZHrpHvOVXUN3DNt72nrxuqISPOZ/clsFld8SEUsONz09lvvAPDB2veTrp8YpKJaUP4esz9549OCj1Ovt+DZaxhiQzix4CQOIDPhYl/mr5rFfGYx3A7m/I3dGNLzwKy32Y/+TDj6uwzvOzql9ReVz2Nr3ce4Q8eKjnvKY773qR6JQapXxnot2ZRugLoD+BXg4c/fAd9OtqK7TwYmAwwZMsDTbK/V6tunkHXri7A0zrkq6x2L3F5ZnyLK1xdCGu0tW7Y8cnsikp75q9/h6QXPfFrwbmr16oPUQXYQJxacyHBS+8BvquW+nLtjd1G7sJjTRpyZ9fYMox2ltCtul9L6g3scQLudpQCU9Oy0p3zl5o/3edXd4B4H8rmtx3CQDaf3gONS7t/tL19DrC4MS6+lVqc+SO1vQzmh4EQOT7k1aQlpBSh3X1f/3Mz+DDyVSr3aWmfag7sitVVTA8VpzrTU1MADEa+mq6ioo1+/9NpLV7rnXBFb3aztLV68OK32RKT5fegf8mHsQyrmbuKcIy/EzLLa3ggbwQmFJ/K5EWdktR2zAo7d/0SOWnEovawXZV1S+7qqq078OcvvnwPAgNOP2VP+8yf/lTVbP9lr/cE9DuTMwy/kiAHjWDMtxZOmMmSZL2VZbCnDZs1nwsgr6d8lvRm2mlgV9y34DV/cfyL9Og3NcC/3tqV6PTPXP8wpfc+lU1G3rLfX0tIKUGbWz93Xhi+/BiSfU05QXFxKYeGgSG2VlJTTu3f040f1V9MVRpxp6dePyOFCRCTX9KUv4wvHc9aR56cUno4cNJZeHXuzeVFwyLDbwX0AeGf1XNZsbfgCmaMHH8vXjjiP2me34KQe0n58yq9wj7HsoWBqbeDXg5my/33pP1m8bu/7TtUHp68edh5lXQayYuVbKbcVRXxwynbo3JdudGN0/1Pp22lIk7bz9roZzF/3AqP6npT1IFXrNfxz3T3MXP8Q43t/o9UHqVRuY3A/MB7oZWargF8A481sFMEhvOXAZak01rNnz7RmPtau/STyzFUwkxR9pkVEJBcc0Gsonxt6PFuWbQWgy5Dgg+iTTctZvY9AM7j7fnxz9Ll0erk9BVZAgaV2v+QTh50CwOIlbwNw4NjgXKbtr1QmDVD1wWlIz+AD+SPmpfjOAh1KOgDQ3toD0LG0MwCF9tmPpcTglC2ZDk6dSrpSszv43LK4E1Z3VG/dZ70eHcr43O5xHGGj6D74lCb3A8DxZg1SVXU720SQSuUqvPOSFN+Zhb4kNXHixOBwVUQtMZO0riLGvdN2RK5T1syHDEUk95180MmcfNDJvDs1mOAfedIRAPztramsfnfvQFMfnMYOGUeBFbDglXey0q/E4JQtzRWc9us5jK+P/nbGZ5z+66xpbHj4ddyh6xkn7Cn/6VNnsLNm74t4enQo49ThF3H04NPZ/o8UT5qKSEEqs/LiTuT5MIuUbtAr0yFDEWmCxOCULc0VnAoKCjhu6MlZD071Lj3uJ1lvY1/ig1NhQXofybtrdnD33GupjW0Gh+J5jwFQ58kvNEoMUsf6SPpY6lfJb6oq5/Hlt1Ndtw4c2i2bCUBVLPmRosQgdYQPoCMdor3JHJQXASpfKAiJSHNpruB0SL8j+NLIs7IenOp99/PX0KGkU+Mr5rlMBKd6Ma9lyca5nxZsWppSvfog9TYvcIgdyoSdQ+jXofFx3l27g3kbnv+0YHNq35VYH6RepIRjGMfZsVF0LszfGSkFKBGRPNK/6wB+dNJ/ZD041fvCgSdnvY14rT089ejYj6/u/92MBKfMcT7w91i/8Fr+beSN9G6f3Zm/aqp5hZdZunYlPy67ma5FPdPajru36In+uTJ6IiKSgpMOysyJxdIy/n38nyiwwpbuxmf0oCdfsPGMP/KqvU7iz4audOXznMCZA66i2NL/apyPYguZXvU4E9pdwIDCwRnsYWoUoERERJpJNsJTcWE7zhxxObsXfwwO7Q8M7hsV81qe+uiPDdbr1X4gX9x/IgcsKqbQClMOTx2Lu3LKgAvYtWYFOHTsG4SXnbHtvLrh8QbrdS/uy5fKLuaAVR0oorBJ4QmCQ5Bv1MxkVs1LjCs+odmDlAKUiIhIHispLGX80PPYtuRFcKPbficCwY00kwWo+uB0VNmpFBYUsWXxi5Ha61rSiwlDLmdj+QuYQ58BJwGwoWpN0gBVH5zG9fwyxQUlVKx+ATxzX0zSUkFKAUpERKQNSAxO2ZYYnLKtuYOUApSIiEgrlu/Bacnu95i64QZqPLjPYvG24OarVexOun5ikDqKw+hE/yb3I5ECVB4rr6jlnml735CtsTq6cadIy6irrWPJUx9HrlNQlP2r7aT1KbBCzh/5s2YLTiUF7Th/0E8yPuNUVbeL1TXLPi2oS63eniDFS4woPhx6TYANIzLWLwWoPKUbd4rkl/LycoYPH06v0l6R6tWW1FLYPc1vVJc2rbCgiLH9v9Rs7XUp7sHne5/VbO2lynEWFL4DJ/4cnrgTqrpkZLsKUHlMQUgkv5SVRf9+zilTprC+amN2OiTSBoxgJOOqTuHuB2/J6HYVoERERCRnDSwZyqTe/5+N6xcC0LvDAQCUx1byWNV9DdYbU3w8Z7W7gFjlRnZ55uNOo1s0s7uArwAV7n5oWNYD+DswBFgOfNPdN2e8dyIiItKmdSvqxbGdvsiKDSXgMLRkLAAf1n6QNEDVB6f9CoOgtZTszOCmcmbiFOD0hLKrgRnuPgyYEb4WERERaRFjio/n151v56qOP98TnrKp0Rkod3/ZzIYkFE8AxofPpwIzgf/IYL9EREREGpU449Rc0j0o2Nfd1wK4+1oz69PQimY2CZgEMHhw839XjYiIiLQ+PQt68+vOtzd7cKqX9ZuLuPtkdx/j7mN69+6d7eZERESkDehZ0KfFwhOkH6DWmVk/gPBnRea6JCIiIpLb0g1QTwAXh88vBhr++mURERGRVqbRAGVm9wNvAMPNbJWZXQpcD5xqZkuAU8PXIiIiIm1CKlfhndfAopMz3BcRERGRvKBvqBQRERGJSAFKREREJCIFKBEREZGIFKBEREREIlKAEhEREYko3a9yERERyTteG6Piufcj17Giwiz1SPKVApSIiLQJpT064FuqKWvfPVK98pIq6rq0y1KvJF8pQImISEZ4bYxVzy6KXKc5Z3fKysqYOHFipDpTpkxhzc4t2elQQ2pj7HhjTuQ6FOpjPZmSkmomTpwSqU5ZWfk+l2tPi4hIk5X26EDdlhr6tusRqV55STXVdbWUP/dBpHp5c1itNsb2V+ZFrlZaWkpZ566R6pTv2EVt+w6R22oJ7jHK1zPQRX4AAAc0SURBVM6NXMeIPualhR3x0ipOOCFqzbJ9LlWAEhGRjEhndgeCGZ6oykuqsW4lkeulq3bLdrbMeDdyvdLSUso6RgtCdOya9n5ctXVb5HpN4XW1bPrwrcj1SktLKesbMSCW78JqSyO3Ben/bl5yySUNLlOAEhGRz6irrWPlM9EOxVVt2gn9e6bVXrphYd3uTWm1F9XEiRPTCnl06JbWe8sXRR07U1i1k7KeXaJV7Nkl/TFftTlyvWxRgBIRkT3a9exAbHMNfdpFDEP9e7bqsNCa31tTpDuz0xo0KUCZ2XKgEogBte4+JhOdEhGRltOWPxRFUpWJGagT3X1DBrYjIiIikhd0CE9EJMft3riTpf9YEqlOXW0dBUWt+8smqjbtZO0/F0Ran/7RrhKU3FIV28HqymhXbFbFdgDR7v2ViqYGKAeeMzMH/uTukzPQJxERCaV7AnN5SQ2F3Ysz36EckdZ+6d+j1R+ajFVWUjkn4v2jYrUAbH0v2tV0tTsqoXvEE8ibIO2T+emelXFvaoA63t3XmFkfYLqZLXL3l+NXMLNJwCSAwYMHN7E5EZG2J90rltZXbcx8Z3JIaw9DUaUdMLqmGYK6p3c1XVPk0pg3KUC5+5rwZ4WZPQqMBV5OWGcyMBlgzJgx3pT2REREpGG5FDBau7QDlJl1BArcvTJ8/kXgPzPWMxERaZLdG3fyyTOLI9dJ935OIm1JU2ag+gKPmln9du5z92cz0isREWmStA/ntPL7OYlkStoByt2XAkdksC8iIpJBCkIi2dO6r3EVERERyQIFKBEREZGIFKBEREREIlKAEhEREYlIAUpEREQkIgUoERERkYgUoEREREQiUoASERERiUgBSkRERCQiBSgRERGRiBSgRERERCJSgBIRERGJqEkBysxON7PFZvaRmV2dqU6JiIiI5LK0A5SZFQJ/AL4EjATOM7ORmeqYiIiISK5qygzUWOAjd1/q7tXAA8CEzHRLREREJHeZu6dX0ewbwOnu/p3w9YXAMe5+RUN1xowZ43PmzEmrPWlZU6ZMYfHixZSXl0eqN3jwYABWrFiR1Tqqp3q5Xq+srIzhw4czceLESPVEpOWY2Vx3H5NsWVFTtpukbK80ZmaTgEnhyyoze78JbUrL6gVsaOlOSFo0djnikksuSaeaxi9/aezy234NLWhKgFoFDIp7PRBYk7iSu08GJgOY2ZyGkpzkPo1f/tLY5TeNX/7S2LVeTTkH6i1gmJntb2YlwLnAE5nploiIiEjuSnsGyt1rzewK4J9AIXCXu3+QsZ6JiIiI5KimHMLD3Z8Gno5QZXJT2pMWp/HLXxq7/Kbxy18au1Yq7avwRERERNoqfZWLiIiISETNEqD0lS+5ycwGmdmLZrbQzD4ws6vC8h5mNt3MloQ/u8fVuSYcx8Vmdlpc+VFm9l647FYzS3abC8kwMys0s7fN7KnwtcYuT5hZNzN7yMwWhf8Gj9X45Qcz+/fwb+b7Zna/mbXT2LU9WQ9Q+sqXnFYL/NDdRwDjgMvDsbkamOHuw4AZ4WvCZecChwCnA7eH4wtwB8H9voaFj9Ob8420YVcBC+Nea+zyxy3As+5+MHAEwThq/HKcmQ0Avg+McfdDCS6iOheNXZvTHDNQ+sqXHOXua919Xvi8kuAP+ACC8ZkarjYVOCt8PgF4wN2r3H0Z8BEw1sz6AV3c/Q0PTqq7J66OZImZDQTOAP4SV6yxywNm1gX4AnAngLtXu/sWNH75oghob2ZFQAeCeyBq7NqY5ghQA4CVca9XhWWSQ8xsCDAaeBPo6+5rIQhZQJ9wtYbGckD4PLFcsuv3wE+AurgyjV1+GAqsB+4OD8H+xcw6ovHLee6+GrgRWAGsBba6+3No7Nqc5ghQKX3li7QcM+sEPAz8wN237WvVJGW+j3LJEjP7ClDh7nNTrZKkTGPXcoqAI4E73H00sIPwkE8DNH45Ijy3aQKwP9Af6Ghm39pXlSRlGrtWoDkCVEpf+SItw8yKCcLTve7+SFi8LpxeJvxZEZY3NJarwueJ5ZI9xwNnmtlygsPiJ5nZ39DY5YtVwCp3fzN8/RBBoNL45b5TgGXuvt7da4BHgOPQ2LU5zRGg9JUvOSq84uNOYKG73xS36Ang4vD5xcDjceXnmlmpme1PcNLj7HC6utLMxoXbvCiujmSBu1/j7gPdfQjBv6kX3P1baOzygruXAyvNbHhYdDKwAI1fPlgBjDOzDuE+P5ng/FGNXRvTpDuRp0Jf+ZLTjgcuBN4zs/lh2bXA9cA0M7uU4I/F2QDu/oGZTSP4Q18LXO7usbDed4EpQHvgmfAhzU9jlz+uBO4N/2O5FLiE4D+1Gr8c5u5vmtlDwDyCsXib4G7jndDYtSm6E7mIiIhIRLoTuYiIiEhEClAiIiIiESlAiYiIiESkACUiIiISkQKUiIiISEQKUCIiIiIRKUCJiIiIRKQAJSIiIhLR/wGSzhFLbMNb7wAAAABJRU5ErkJggg==\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10, 6))\n", - "ax = fig.add_subplot(2, 1, 1)\n", - "ax.set_title('plot_array() and plot_discharge()')\n", - "modelxsect = flopy.plot.PlotCrossSection(model=ml, ax=ax, line={'Column': 5})\n", - "csa = modelxsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "linecollection = modelxsect.plot_grid()\n", - "quiver = modelxsect.plot_discharge(frf, fff, head=head, \n", - " hstep=2, normalize=True, color='green', \n", - " scale=30, headwidth=3, headlength=3, headaxislength=3,\n", - " zorder=10)\n", - "patches = modelxsect.plot_ibound(head=head)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting MODPATH endpoints and pathlines\n", - "PlotMapView has a `plot_endpoint()` and `plot_pathline()` method, which takes MODPATH endpoint and pathline data and plots them on the map object. Here we load the endpoint and pathline data and plot them on the head and discharge data previously plotted. Pathlines are shown for all times less than or equal to 200 years. Recahrge capture zone data for all of the pumping wells are plotted as circle markers colored by travel time." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# load the endpoint data\n", - "endfile = os.path.join(modelpth, mp.sim.endpoint_file)\n", - "endobj = flopy.utils.EndpointFile(endfile)\n", - "ept = endobj.get_alldata()\n", - "\n", - "# load the pathline data\n", - "pthfile = os.path.join(modelpth, mpp.sim.pathline_file)\n", - "pthobj = flopy.utils.PathlineFile(pthfile)\n", - "plines = pthobj.get_alldata()\n", - "\n", - "# plot the data\n", - "fig = plt.figure(figsize=(10, 10))\n", - "\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('plot_array()')\n", - "modelmap = flopy.plot.PlotMapView(model=ml)\n", - "quadmesh = modelmap.plot_ibound()\n", - "quadmesh = modelmap.plot_array(head, masked_values=[999.], alpha=0.5)\n", - "quiver = modelmap.plot_discharge(frf, fff, head=head)\n", - "linecollection = modelmap.plot_grid()\n", - "for d in ml.wel.stress_period_data[0]:\n", - " modelmap.plot_endpoint(ept, direction='starting', \n", - " selection_direction='ending', \n", - " selection=(d[0], d[1], d[2]), zorder=100)\n", - "\n", - "# construct maximum travel time to plot (200 years - MODFLOW time unit is seconds)\n", - "travel_time_max = 200. * 365.25 * 24. * 60. * 60. \n", - "ctt = '<={}'.format(travel_time_max)\n", - "\n", - "# plot the pathlines\n", - "modelmap.plot_pathline(plines, layer='all', colors='red', travel_time=ctt);" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": true - }, - "source": [ - "### Plotting a Shapefile\n", - "PlotMapView has a plot_shapefile() method that can be used to quickly plot a shapefile on your map. In order to use the plot_shapefile() method, you must be able to \"import shapely\". Shapely is installed as part of the pyshp package.\n", - "\n", - "The plotting function for shape files is located in the flopy.plot.plotutil module and is called plot_shapefile(). This function is called from the PlotMapView plot_shapefile() method. The plot_shapefile() function can plot points, lines, and polygons and will return a patch_collection of objects from the shapefile. For a shapefile of polygons, the plot_shapefile() function will try to plot and fill them all using a different color. For a shapefile of points, you may need to specify a radius, in model units, in order for the circles to show up properly.\n", - "\n", - "The shapefile must be in the same units as the PlotMapView object in order for it to overlay correctly on the plot. The plot_shapefile() method and function do not use any of the projection information that may be stored with the shapefile. If you set xul, yul, and rotation for the modelmap object below, you will see that the grid will no longer overlay correctly with the shapefile." - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Setup the figure and modelmap. Show a very faint map of ibound and \n", - "# model grid by specifying a transparency alpha value.\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "\n", - "# reset the grid rotation and offsets to 0\n", - "ml.modelgrid.set_coord_info(xoff=0, yoff=0, angrot=0)\n", - "\n", - "modelmap = flopy.plot.PlotMapView(model=ml,ax=ax)\n", - "\n", - "# Plot a shapefile of \n", - "shp = os.path.join(loadpth, 'gis', 'bedrock_outcrop_hole')\n", - "patch_collection = modelmap.plot_shapefile(shp, #facecolor='none', \n", - " edgecolor='green', linewidths=2, alpha=0.5)\n", - "# Plot a shapefile of a cross-section line\n", - "shp = os.path.join(loadpth, 'gis', 'cross_section')\n", - "patch_collection = modelmap.plot_shapefile(shp, radius=0, lw=[3, 1.5], \n", - " edgecolor=['red', 'green'], facecolor='None')\n", - "\n", - "# Plot a shapefile of well locations\n", - "shp = os.path.join(loadpth, 'gis', 'wells_locations')\n", - "patch_collection = modelmap.plot_shapefile(shp, radius=100, facecolor='red')\n", - "\n", - "# Plot the grid and boundary conditions over the top\n", - "quadmesh = modelmap.plot_ibound(alpha = 0.1)\n", - "quadmesh = modelmap.plot_bc('RIV', alpha=0.1)\n", - "linecollection = modelmap.plot_grid(alpha=0.1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A shapefile can be used to define the vertices for a instance of ModelCrossSection class. The function shapefile_get_vertices() in plot.plotutil will return a list of vertices for each polyline in a shapefile. The cross-section line list can be iterated over to create multiple cross-sections." - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# get the vertices for cross-section lines in a shapefile\n", - "fpth = os.path.join(loadpth, 'gis', 'cross_section')\n", - "lines = flopy.plot.plotutil.shapefile_get_vertices(fpth)\n", - "# plot each cross-section\n", - "fig = plt.figure(figsize=(12, 6))\n", - "for idx, line in enumerate(lines):\n", - " ax = fig.add_subplot(2, 1, idx+1)\n", - " ax.set_title('plot_array() along arbitrary cross-section line {}'.format(idx+1))\n", - " modelxsect = flopy.plot.PlotCrossSection(model=ml, line={'line': line})\n", - " csa = modelxsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - " patches = modelxsect.plot_ibound(head=head)\n", - " cb = fig.colorbar(csa, ax=ax, shrink=0.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Although the ModelMap plot_shapefile() method does not consider projection information when plotting maps, it can be used to plot shapefiles when a ModelMap instance is rotated and offset into geographic coordinates. The same shapefiles plotted above (but in geographic coordinates rather than model coordinates) are plotted on the rotated model grid. The offset from model coordinates to geographic coordinates relative to the upper left corner are x=0, y=10,000 and the rotation angle is 14$^{\\circ}$." - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Setup the figure and modelmap. Show a very faint map of ibound and \n", - "# model grid by specifying a transparency alpha value.\n", - "\n", - "# set the modelgrid rotation and offset\n", - "ml.modelgrid.set_coord_info(xoff=-2419.2189559966773, yoff=297.0427372400354, angrot=-14)\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "mapview = flopy.plot.PlotMapView(model=ml)\n", - "# modelmap = flopy.plot.ModelMap(model=ml, rotation=-14, xul=0, yul=10000)\n", - "\n", - "# Plot a shapefile of \n", - "shp = os.path.join(loadpth, 'gis', 'bedrock_outcrop_hole_rotate14')\n", - "patch_collection = mapview.plot_shapefile(shp, #facecolor='none', \n", - " edgecolor='green', linewidths=2, alpha=0.5)\n", - "# Plot a shapefile of a cross-section line\n", - "shp = os.path.join(loadpth, 'gis', 'cross_section_rotate14')\n", - "patch_collection = mapview.plot_shapefile(shp, radius=0, lw=3, \n", - " edgecolor='red', facecolor='None')\n", - "\n", - "# Plot a shapefile of well locations\n", - "shp = os.path.join(loadpth, 'gis', 'wells_locations_rotate14')\n", - "patch_collection = mapview.plot_shapefile(shp, radius=100, facecolor='red')\n", - "\n", - "# Plot the grid and boundary conditions over the top\n", - "quadmesh = mapview.plot_ibound(alpha = 0.1)\n", - "linecollection = mapview.plot_grid(alpha=0.1);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A projected shapefile can also be used to define the vertices for a instance of ModelCrossSection class. Just the first cross-section line is included in the shapefile in geographic coordinates (cross_section_rotate14). Similar to the unrotated cross-section example, a ModelCrossSection instance is created but the rotation angle (14$^{\\circ}$) is passed into the object." - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# get the vertices for cross-section lines in a shapefile in geographic coordinates\n", - "fpth = os.path.join(loadpth, 'gis', 'cross_section_rotate14')\n", - "line = flopy.plot.plotutil.shapefile_get_vertices(fpth)\n", - "# plot the cross-section\n", - "fig = plt.figure(figsize=(12, 3))\n", - "ax = fig.add_subplot(1, 1, 1)\n", - "ax.set_title('plot_array() along an arbitrary cross-section line in geographic coordinates')\n", - "xsect = flopy.plot.PlotCrossSection(model=ml, line={'line': line[0]})\n", - "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "patches = xsect.plot_ibound(head=head)\n", - "cb = fig.colorbar(csa, ax=ax, shrink=0.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Summary\n", - "\n", - "This notebook demonstrates some of the plotting functionality available with flopy. Although not described here, the plotting functionality tries to be general by passing keyword arguments passed to the ModelMap and ModelCrossSection methods down into the matplot.pyplot routines that do the actual plotting. For those looking to customize these plots, it may be necessary to search for the available keywords by understanding the types of objects that are created by the ModelMap and ModelCrossSection methods. The ModelMap and ModelCrossSection methods return these matplotlib.collections objects so that they could be fine-tuned later in the script before plotting.\n", - "\n", - "Hope this gets you started!" - ] - } - ], - "metadata": { - "anaconda-cloud": {}, - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/examples/Notebooks/flopy3_PlotArrayExample.ipynb b/examples/Notebooks/flopy3_PlotArrayExample.ipynb index 873813590d..ca30d4b065 100644 --- a/examples/Notebooks/flopy3_PlotArrayExample.ipynb +++ b/examples/Notebooks/flopy3_PlotArrayExample.ipynb @@ -4617,7 +4617,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.6.5" } }, "nbformat": 4, diff --git a/examples/Notebooks/flopy3_PlotCrossSection_demo.ipynb b/examples/Notebooks/flopy3_PlotCrossSection_demo.ipynb deleted file mode 100644 index 5899811073..0000000000 --- a/examples/Notebooks/flopy3_PlotCrossSection_demo.ipynb +++ /dev/null @@ -1,977 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "collapsed": true - }, - "source": [ - "# New plotting classes have been added to flopy\n", - "\n", - "these classes seamlessly support vertex model grid cross section plotting using the new `PlotCrossSection` class. This class will replace the previous `ModelCrossSection` class; however backward compatibility is still supported through `ModelCrossSection`.\n", - "\n", - "`PlotCrossSection` has a similar interface as `ModelCrossSection`. In most instances the two classes can be used interchangably. The biggest difference is that some of the input parameters have changed.\n", - "\n", - "The number of input parameters to the `PlotCrossSection` class has been reduced to make it easier to work with.\n", - "\n", - "Transforms using `xll`, `yll`, `xul`, `yul`, `rotation`, and `length_multiplier` have been removed from the list of parameters. The user should apply these transforms before passing their model grid to `PlotCrossSection`.\n", - "\n", - "The remaining functionality remains the same!" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "flopy is installed in /Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy\n", - "3.7.3 | packaged by conda-forge | (default, Jul 1 2019, 14:38:56) \n", - "[Clang 4.0.1 (tags/RELEASE_401/final)]\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n" - ] - } - ], - "source": [ - "import os\n", - "import sys\n", - "\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "\n", - "import setup_pmv_demo\n", - "\n", - "# run installed version of flopy or add local path\n", - "try:\n", - " import flopy\n", - " from flopy.plot import PlotMapView, PlotCrossSection, ModelMap, ModelCrossSection\n", - " from flopy.utils import HeadFile, CellBudgetFile, geometry\n", - "except:\n", - " fpth = os.path.abspath(os.path.join('..', '..'))\n", - " sys.path.append(fpth)\n", - " import flopy\n", - " from flopy.plot import PlotMapView, PlotCrossSection, ModelMap, ModelCrossSection\n", - " from flopy.utils import HeadFile, CellBudgetFile, geometry\n", - " \n", - "print(sys.version)\n", - "print('numpy version: {}'.format(np.__version__))\n", - "print('matplotlib version: {}'.format(mpl.__version__))\n", - "print('flopy version: {}'.format(flopy.__version__)) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## First let's set up our projects \n", - "\n", - "This function runs a couple of modflow models; we'll be working with the output data from these\n", - "\n", - "### Freyberg model for the DIS example" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "changing model workspace...\n", - " data\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf2005\n", - "\n", - " MODFLOW-2005 \n", - " U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUND-WATER FLOW MODEL\n", - " Version 1.12.00 2/3/2017 \n", - "\n", - " Using NAME file: freyberg.nam \n", - " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:09:21\n", - "\n", - " Solving: Stress period: 1 Time step: 1 Ground-Water Flow Eqn.\n", - " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:09:21\n", - " Elapsed run time: 0.010 Seconds\n", - "\n", - " Normal termination of simulation\n", - "Output file located: freyberg.hds\n", - "Output file located: freyberg.cbc\n" - ] - } - ], - "source": [ - "loadpth = os.path.join('..', 'data', 'freyberg')\n", - "modelpth = os.path.join('data')\n", - "dis_ml = flopy.modflow.Modflow.load('freyberg.nam', model_ws=loadpth, \n", - " exe_name=\"mf2005\", version=\"mf2005\")\n", - "dis_ml.change_model_ws(new_pth=modelpth)\n", - "dis_ml.write_input()\n", - "success, buff = dis_ml.run_model()\n", - "if not success:\n", - " print ('Something bad happened.')\n", - "files = ['freyberg.hds', 'freyberg.cbc']\n", - "for f in files:\n", - " if os.path.isfile(os.path.join(modelpth, f)):\n", - " msg = 'Output file located: {}'.format(f)\n", - " print (msg)\n", - " else:\n", - " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", - " print (errmsg)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISV example problem" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loading simulation...\n", - " loading simulation name file...\n", - " loading tdis package...\n", - " loading model gwf6...\n", - " loading package disv...\n", - " loading package ic...\n", - "WARNING: Block \"options\" is not a valid block name for file type ic.\n", - " loading package npf...\n", - " loading package chd...\n", - " loading package chd...\n", - " loading package oc...\n", - " loading ims package gwf_1...\n" - ] - } - ], - "source": [ - "# load up the vertex example problem\n", - "sim_name = \"mfsim.nam\"\n", - "sim_path = \"../data/mf6/test003_gwftri_disv\"\n", - "disv_sim = flopy.mf6.MFSimulation.load(sim_name=sim_name, version=\"mf6\", exe_name=\"mf6\",\n", - " sim_ws=sim_path)\n", - "disv_ml = disv_sim.get_model('gwf_1')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting Cross Sections using Structured (DIS) and Vertex (DISV) grids in FloPy\n", - "\n", - "In this example the `PlotCrossSection` functionality will be shown, and backward compatibility options with `ModelCrossSection` will also be presented. \n", - "\n", - "### Plotting a cross sectional model grid (DIS)\n", - "\n", - "the `line` parameter is a dictionary that accepts either `column`: int, `row`: int, or `line`: list(x,y) vertices" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(13, 3))\n", - "ax = fig.add_subplot(1, 1, 1)\n", - "\n", - "# Next we create an instance of the ModelCrossSection class\n", - "xsect = flopy.plot.PlotCrossSection(model=dis_ml, line={'Column': 5})\n", - "\n", - "# Then we can use the plot_grid() method to draw the grid\n", - "# The return value for this function is a matplotlib LineCollection object,\n", - "# which could be manipulated (or used) later if necessary.\n", - "pc = xsect.plot_ibound()\n", - "linecollection = xsect.plot_grid()\n", - "t = ax.set_title('Column 6 Cross-Section - Model Grid')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility with `ModelCrossSection`" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/crosssection.py:859: PendingDeprecationWarning: ModelCrossSection will be replaced by PlotCrossSection(), Calling PlotCrossSection()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(13, 3))\n", - "ax = fig.add_subplot(1, 1, 1)\n", - "\n", - "# Next we create an instance of the ModelCrossSection class\n", - "modelxsect = flopy.plot.ModelCrossSection(model=dis_ml, line={'Column': 5})\n", - "\n", - "# Then we can use the plot_grid() method to draw the grid\n", - "# The return value for this function is a matplotlib LineCollection object,\n", - "# which could be manipulated (or used) later if necessary.\n", - "pc = modelxsect.plot_ibound()\n", - "linecollection = modelxsect.plot_grid()\n", - "t = ax.set_title('Column 6 Cross-Section - Model Grid')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting a cross sectional model grid for DISV (vertex grid)\n", - "\n", - "since row and column do not exist in the DISV grid, a line must be provided to plot a crosssection. The line can be straight or it can be an arbitrary line across the grid. \n", - "\n", - "Let's view the line on a MapView plot first" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# define a line through the model in model coordiantes as a \n", - "# series of XY vertices where the cross section will be sliced!\n", - "line = np.array([(3.5, 0), (3.5, 5), (2, 10)])\n", - "\n", - "fig = plt.figure(figsize=(10, 10))\n", - "vmap = PlotMapView(model=disv_ml, layer=0)\n", - "ax = vmap.plot_ibound()\n", - "pc = vmap.plot_grid()\n", - "plt.plot(line[:,0], line[:,1], 'r--', linewidth=2);" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10, 2))\n", - "xsect = PlotCrossSection(model=disv_ml, line={\"line\": line})\n", - "ax = xsect.plot_ibound()\n", - "pc = xsect.plot_grid();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting arrays of Data:\n", - "\n", - "Plotting arrays can be accomplished using the `plot_array()` method\n", - "\n", - "### Structured grid example (DIS)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# Get data from the head object for plotting\n", - "fname = os.path.join(modelpth, 'freyberg.hds')\n", - "hdobj = flopy.utils.HeadFile(fname)\n", - "head = hdobj.get_data()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# plot the data\n", - "fig = plt.figure(figsize=(16, 3))\n", - "\n", - "plt.title('plot_array()')\n", - "xsect = flopy.plot.PlotCrossSection(model=dis_ml, line={'Column': 5})\n", - "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "patches = xsect.plot_ibound(head=head)\n", - "linecollection = xsect.plot_grid()\n", - "plt.colorbar(csa);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility with `ModelCrossSection`" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/crosssection.py:859: PendingDeprecationWarning: ModelCrossSection will be replaced by PlotCrossSection(), Calling PlotCrossSection()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# plot the data\n", - "fig = plt.figure(figsize=(16, 3))\n", - "\n", - "plt.title('plot_array()')\n", - "xsect = flopy.plot.ModelCrossSection(model=dis_ml, line={'Column': 5})\n", - "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "patches = xsect.plot_ibound(head=head)\n", - "linecollection = xsect.plot_grid()\n", - "plt.colorbar(csa);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Vertex grid example (DISV)\n", - "\n", - "The same plotting functionality is available for vertex based model grids. Coming soon is unstructured grid function(s)." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "hds_file = os.path.join(sim_path, \"tri_model.hds\")\n", - "\n", - "hds = HeadFile(hds_file)\n", - "hdata = hds.get_alldata()[0]\n", - "hdata.shape = (disv_ml.modelgrid.nlay, -1)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(12.5, 2))\n", - "\n", - "xsect = PlotCrossSection(model=disv_ml, line={\"line\": line})\n", - "\n", - "ax = xsect.plot_ibound()\n", - "ax = xsect.plot_array(a=hdata, masked_values=[1e30])\n", - "plt.colorbar(ax)\n", - "xsect.plot_grid()\n", - "plt.title(\"plot_array()\");" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Contouring array values on a cross section\n", - "\n", - "By using the `contour_array` method, `PlotCrossSection` is able to draw contour lines using user supplied array data\n", - "\n", - "A surface can also be plotted using the `plot_surface` method\n", - "\n", - "### Structured grid (DIS) example" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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nnUWL6mtHkiRJ+65h3S0nIo4ATgZWl4MuiojbI+KSiDhogHkujIibI+LmZ555pq5iJUmSJA2s5nAfEQcA3wDen5k7gS8BR1Nc3bgF+HR/82XmysxcmJkLJ0+e3ICSJUmSJPWnpnAfEZMpgv1lmXkVQGZuzcxnM/M54J+AU0avTEmSJElDGTLcR0QAFwN3Z+Zneg2f3WuyNwN3NL48SZIkSbWq5W45pwHvAn4eET33IPwwcH5EnAQksAF476hUKEmSJKkmtdwt50dA9DNq0HvaS5LULP7zP9/II4/Mb8iDC9vaujjrLDjFzqiSmtCYPqFWkqTxsHXrbDZtWtCwBxcuXlzfAwcb+ZR0dzYk9Wa4lyRV3qxZW2hpaan7gYO9n7Je3xPXG/uU9MWL4bjFj9K6XwsHt04fUUvNtsOxadNsrr/+tKapR5ooDPeSpMp7zWuuYcaMGXU/cPB971vF9defxqxZx9TVTqOebt57B2Pd6oPrams0djjqObtxww1LAVi7tjnqcSdBE4XhXpKkGs2fv4WlS69smqeb9+xs7Jq2P090P8UBLftzzAEjeoj8qOxw1Hd2Y4/6dhL6fz98xffyiU/At79dTzvS6DLcS5I0QfXsbHT+6nRue/w+Tpx5NJ975e+PqK1G73A04uxGW1sXl156DIsWjW09j+zeRddz3bTu18IhbQcCsHr10zz99BT+67/gzDNHXo9nADTaDPeSJKlhGn12Y9Gi+toZST2/u/oKbn1sPa886Ej+YfHvAHD88ZtZu/YYduzwDICam+FekiRpCGed9WOAus9I9JwBuP7Gbs48c+QxzDMAGojhXpIkaQiNOiPx4pds5J51L+YXO1s8A6BRYbiXJEkaI6f/yo1kJk9Mm85x02ePuJ3nzwDc8Cxnnjmprpo8C1AthntJkqQxMnfeQ/zGOy9ny9kLuOTVvzXidp4/A7BrUgPuSuRZgCox3EuSJE0wv3xmcQZg5/4zOH5me11t9ZwF2LWrQcVpXBnuJUmSJpjiDMAVPHD6kXz1jHePuJ0r77+dDWfP4IENL2LNGm/zWQWGe0mSpH3UN+6/ncmtxYMEvM1nNRjuJUmS9mG/dOaNRARz2l887Hm3P/UEu599lrZJk7j/9ha79zSBIcN9RMwHLgXageeAlZn5+Yg4GPgacASwAfiNzHxs9EqVJElSo82Z9xDnvfMKPv7nfzHsed/+3atZvXUTr5o1n6d+/5dYv36B3XvGWS1H7ruBD2TmrRFxIHBLRFwHLAO+n5krImI5sBz409ErVZIkSc2qra0LsHvPeBsy3GfmFmBL+X5XRNwNzAXOAc4sJ1sF/BDDvSRJ0j5pOE/xveuRbezseprprVM44ZDD9xrn3XvqM6w+9xFxBHAysBqYVQZ/MnNLRBw+yKySJEmqsOE8xfft376e1Vs2sXj2fL72pvP2GnfUUdvs3lOHmsN9RBwAfAN4f2bujIha57sQuBBg7ty5I6lRkiRJ+wi799SnpnAfEZMpgv1lmXlVOXhrRMwuj9rPBrb1N29mrgRWAhx55JHZgJolSZJUUQN177nr4W3s3L2b6W1tnHDo0B1G9tXuPbXcLSeAi4G7M/MzvUZdDSwFVpSv3xqVCiVJkrTPGKh7z3lX/YDVD21m8Zx5XPGWt/c775V33smDO3Ywd8YMNr7pQNavXzAWJTeVWo7cnwa8C/h5RKwph32YItR/PSLeA2wE3jY6JUqSJElDu+rOO1m9eTOL580DTh3vcsZFLXfL+REwUAf7sxtbjiRJktQ4vS/M3f7kk3R1d9Pa0sJh06bVNP9EuzDXJ9RKkiSpcvq/MLe2QL+3iXVhruFekiRJldPfhbl3b91zUe7xs2q7i/tEuzDXcC9JkqTK6e/C3HdcdgM3bdrMKfPncdk7+r9c9Ko1d/Lg4zuZO3M6bznppc/fd3+i2G+8C5AkSZKaxTdvu4sv3vg/fPO2u8a7lBHxyL0kSZI0hN4X5j78xJPsfqabtsktHHpAc12Ya7iXJEmSBjDRLsw13EuSJEkD6O/C3LVbtrHr6d0cOKWNl8we+MLch3c9ye7ubtpaWrjvrkljcmGu4V6SJEkaQH8X5i798g38dMNmFh0xj1W/PfBzXJd96Vpuvn8zC4+axy/+dvGYXJhruJckSZLGSO+++yPR2blk0PGGe0mSJGmU9d93fyTaBx3rrTAlSZKkUXbWWT/m6KPv7XfclEO3MW3uJqYcum3IdmbN6hx0vOFekiRJGmXz52/hbW+7st9xc06/gaN//UrmnD70If3Xve67g4433EuSJEkVYZ/7Bujq6qKjo6PuNlpbWxtTkCRJkvZJQx65j4hLImJbRNzRa9hHI+LBiFhT/rx+dMtsXu3t7Q0J5a2trbS3D36BhCRJkjSYWo7cdwBfBC7tM/yzmfmphlc0AbW3t7Ns2bK62qj3yL8kSZI05JH7zLwReHQMapEkSZJUh3ouqL0oIm4vu+0c1LCKJEmSJI3ISC+o/RLwCSDL108Dv9XfhBFxIXAhwNy5c0e4OA1Xs13k27eebU9PYfdzJ7Bpvyl0TOkYcL6+bUiSJGlgIwr3mbm1531E/BNwzSDTrgRWAsybNy+bKXBWVXt7O52dgz/goBaNusi3kfWsX7++7nYkSZKqakThPiJmZ+aW8uObgTsGm77H5MmTR7K4vTTyrjKNOLrd2dnZlHe5abaLfPvWc/mGP2HTL+5i/tSXc/4Rywacr28969ata1hNkiRJVTNkuI+Iy4EzgUMjYjPwEeDMiDiJolvOBuC9tSzskEMOaZrA2aijyY0I0ZIkSVIjDBnuM/P8fgZfPAq11Kyzs7NhR9wN5uPjZTNfy/ypr2BG66zxLkWSJKkyJtwTapctW9aQo/fNGOwbsdPS004zdhXq7eUzXzveJUiSJFXOhAv3QNOF8kZo1E4LNOeOiyRJkkbfhAz3VWUglyRJUj3qeYiVJEmSpCZiuJckSZIqwnAvSZIkVYThXpIkSaoIw70kSZJUEYZ7SZIkqSIM95IkSVJFeJ97DaoRT82dCE/MlSRJqgLDvQbUqKfm+sRcSc2gq6ur7r9pXV1dtLa2NqYgSRoFhnsNylAuqQo6Ozs57rjj6m6ntbXVM5GSmprhXpK0T2jEWcRGnM2UpNHkBbWSJElSRQwZ7iPikojYFhF39Bp2cERcFxH3lK8HjW6ZkiRJkoZSy5H7DmBJn2HLge9n5rHA98vPkiRJksbRkOE+M28EHu0z+BxgVfl+FXBug+uSJEmSNEwj7XM/KzO3AJSvhw80YURcGBE3R8TN27dvH+HiJEmSJA1l1C+ozcyVmbkwMxcedthho704SZIkaZ810nC/NSJmA5Sv2xpXkiRJkqSRGGm4vxpYWr5fCnyrMeVIkiRJGqlaboV5OfAT4LiI2BwR7wFWAK+NiHuA15afJUmSJI2jIZ9Qm5nnDzDq7AbXIkmSJKkOPqFWkiRJqgjDvSRJklQRhntJkiSpIgz3kiRJUkUY7iVJkqSKMNxLkiRJFTHkrTAlSZImsq6uLjo6Omqe/uCdD3Nq92QOaHmYjrs7nm+jtbV1dAqUGsgj95IkqbLa29sbEspbW1tpb29vQEXS6PLIvSRJAoZ/hHugNprtCHd7ezvLli2refprNt/CQ089xpz9D+KN814FUPf3MhpanoO5P9tCx/qOEbex4LGttDwHOalxdWlgra1dLFvW8YLhUw7dzqS23Tx71Aae7md8b+3tnYOON9xLkiTa29vp7Bw8NNSiCke4ewL9aGl5DmbdvI2O/9dRVzvdDep/0b0fdE9ra0xjTabvDuu8rduZ0bWbAzdvGHCHbW7nds7O3UzfUkzTqB3Wnn9jZ5zxwnHrHoRdT8HMmXDcS4dsadCxhntJkgQM/wh3fzo6Oujs7KzkGYBG6Dqwlf12PF13O9MPPZjW01/OvKkzecsRJ464nfP/86vMvPV+ptddUfPpb4f10AOmMn1KG60ttZ+qaOQO60D/xr61+k4eenQncw6ezjmLh0z3XHDBBQOOM9xLkqSGWbZsWUO6sDTjGYBG7LRMfeJZJh0yk5e+6QzOmX9yYwqroP66iC14eBsH7d7NgU8/MOB6OPnJJzmhpYW27dvp3LVrRDus71r1r9z0wGZOmT2PFUvfNiZdsmoJ9LUy3EuSNIF1dXVxwH8/zkndU5nW8jgdt3eMqJ3Ozs6Ghel6j/5D8/Vxb9ROy/w5cxvy/VRZPV3EDps2bc+HadNG9F2/+cQTOOVF85g7c2KezzDcS5I0QfWEoC6ea0hbhs7BVfH7+fWjXsHadY/QNqm5ImF/2+OVd9/B5p07mTd9Om89/mWjtuy3nNS4o+jjoa41GREbgF3As0B3Zi5sRFGSJKk27e3trHnFL7jt8Uc4ceZslr1y2XiXpAnkrUe9go5pt453GTUZzUA/Ws5deAKLjp7H3IOm8/idPx2TZTZiN+1XMvPhBrQjSVLT82LRsdOI77qR3Y2kHue+8gQWHVmE9kGnW7TnLEDHBAr3kiTtE6p8sWizadR3bXcjNUJ/O5oHADs2QcfttYX2sdrRrDfcJ/C9iEjgHzNzZQNqkiSpaTXjxaJLZi/kpJlH077/QQ1td7wZysfOSM+SvOjRbRzUtZvpj2ymq6sLqG37XviLJ3n5s620bXrkBdM329mWibajWW+4Py0zH4qIw4HrImJtZt7Ye4KIuBC4EGDBggV1Lk6SJPW1ZPYp412CJrB6wuth+09jemsbbZNaOOzgw2ufb+q0Acc149mWZqtnMHWF+8x8qHzdFhHfBE4BbuwzzUpgJcDChQuznuVJkiSp8SZSeNXgRhzuI2IasF9m7irf/yrw8YZVJklShXmxqKTRsF8d884CfhQRtwE3Ad/JzO82pixJkqpr2bJlDQnlzdh9QdL4GvGR+8y8HzixgbVIkrTPMJRLGg31HLmXJEmS1EQM95IkSVJFGO4lSZKkijDcS5IkSRVhuJckSZIqwnAvSZIkVYThXpIkSaoIw70kSZJ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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "levels = np.arange(10, 30, .5)\n", - "\n", - "fig = plt.figure(figsize=(13, 3))\n", - "xsect = flopy.plot.PlotCrossSection(model=dis_ml, line={'Column': 5})\n", - "\n", - "# contour array and plot ibound\n", - "ct = xsect.contour_array(head, masked_values=[999.], head=head, levels=levels, linewidths=2.5)\n", - "pc = xsect.plot_ibound(head=head)\n", - "\n", - "#plot the surface and model grid\n", - "wt = xsect.plot_surface(head, masked_values=[999.], color='blue', lw=2.5)\n", - "linecollection = xsect.plot_grid()\n", - "\n", - "plt.title('contour_array() and plot_surface()');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Backward compatibility with `ModelCrossSection`" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/crosssection.py:859: PendingDeprecationWarning: ModelCrossSection will be replaced by PlotCrossSection(), Calling PlotCrossSection()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "levels = np.arange(10, 30, .5)\n", - "\n", - "fig = plt.figure(figsize=(13, 3))\n", - "xsect = flopy.plot.ModelCrossSection(model=dis_ml, line={'Column': 5})\n", - "\n", - "# contour array and plot ibound\n", - "ct = xsect.contour_array(head, masked_values=[999.], head=head, levels=levels, linewidths=2.5)\n", - "pc = xsect.plot_ibound(head=head)\n", - "\n", - "#plot the surface and model grid\n", - "wt = xsect.plot_surface(head, masked_values=[999.], color='blue', lw=2.5)\n", - "linecollection = xsect.plot_grid()\n", - "\n", - "plt.title('contour_array() and plot_surface()');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Vertex grid example (DISV)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(12.5, 2))\n", - "\n", - "xsect = PlotCrossSection(model=disv_ml, line={\"line\": line})\n", - "ax = xsect.plot_ibound()\n", - "ax = xsect.plot_array(a=hdata, masked_values=[1e30], alpha=0.3)\n", - "plt.colorbar(ax)\n", - "\n", - "# set our own contour levels using the matplotlib keyword argument levels\n", - "levels = np.arange(1, 10, 0.5)\n", - "xsect.contour_array(a=hdata, masked_values=[1e30], levels=levels)\n", - "\n", - "xsect.plot_grid();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting discharge Vectors\n", - "\n", - "Discharge can be plotted using the `plot_discharge()` method \n", - "\n", - "### Structured grid example (DIS)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "# First let's get the cell budget data\n", - "fname = os.path.join(modelpth, 'freyberg.cbc')\n", - "cbb = flopy.utils.CellBudgetFile(fname)\n", - "frf = cbb.get_data(text='FLOW RIGHT FACE')[0]\n", - "fff = cbb.get_data(text='FLOW FRONT FACE')[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(13, 3))\n", - "\n", - "plt.title('plot_array() and plot_discharge()')\n", - "xsect = flopy.plot.PlotCrossSection(model=dis_ml, line={'Column': 5})\n", - "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "linecollection = xsect.plot_grid()\n", - "quiver = xsect.plot_discharge(frf, fff, head=head, \n", - " hstep=2, normalize=True, color='green', \n", - " scale=30, headwidth=3, headlength=3, headaxislength=3,\n", - " zorder=10)\n", - "patches = xsect.plot_ibound(head=head)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility using `ModelCrossSection`" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/crosssection.py:859: PendingDeprecationWarning: ModelCrossSection will be replaced by PlotCrossSection(), Calling PlotCrossSection()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(13, 3))\n", - "\n", - "plt.title('plot_array() and plot_discharge()')\n", - "modelxsect = flopy.plot.ModelCrossSection(model=dis_ml, line={'Column': 5})\n", - "csa = modelxsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "linecollection = modelxsect.plot_grid()\n", - "quiver = modelxsect.plot_discharge(frf, fff, head=head, \n", - " hstep=2, normalize=True, color='green', \n", - " scale=30, headwidth=3, headlength=3, headaxislength=3,\n", - " zorder=10)\n", - "patches = modelxsect.plot_ibound(head=head)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Discharge vector plotting with DISV\n", - "\n", - "The Specific Discharge (SPDIS) recarray is used with plot_specific_discharge to create and plot flow vectors\n", - "\n", - "Specific Discharge can be written to the cell budget file by supplying the option SAVE_SPECIFIC_DISCHARGE in the NPF package of MODFLOW-6 \n", - "\n", - "### Note:\n", - "Arbitrary cross section lines cannot be used with this method. A straight cross section must be supplied to calculate discharge vectors." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "# Get data from the CellBudgetFile\n", - "cbc_file = os.path.join(sim_path, \"tri_model.cbc\")\n", - "cbc = CellBudgetFile(cbc_file, precision='double')\n", - "spdis = cbc.get_data(text=\"SPDIS\")\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning: Selecting the final stress period from Specific Discharge list\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(12.5, 2))\n", - "\n", - "# define the new cross section line...\n", - "line = np.array([(0, 3.5), (10, 3.5)])\n", - "\n", - "vcs = PlotCrossSection(model=disv_ml, line={\"line\": line})\n", - "ax = vcs.plot_array(a=hdata, masked_values=[1e30])\n", - "plt.colorbar(ax)\n", - "vcs.plot_grid()\n", - "\n", - "# plot discharge vectors\n", - "ax = vcs.plot_specific_discharge(spdis, head=hdata, hstep=2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## A geographic coordinates option has also been added to the `PlotCrossSection` class\n", - "\n", - "The default cross section plotting method plots cells with regard to their intersection distance along the cross sectional lined defined by the user. While this method is perfectly acceptable and in many cases may be preferred for plotting arbitrary cross sections, a flag has been added to plot based on geographic coordinates.\n", - "\n", - "The flag `geographic_coords` defaults to `False` which maintains FloPy's previous method of plotting cross sections. \n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Structured grid example \n", - "Here is an example of plotting discharge vectors on a structured grid cross section with `geographic_coords=True`" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(13, 3))\n", - "\n", - "plt.title('plot_array() and plot_discharge(); geographic_coords=True')\n", - "xsect = flopy.plot.PlotCrossSection(model=dis_ml, line={'Column': 5}, geographic_coords=True)\n", - "csa = xsect.plot_array(head, masked_values=[999.], head=head, alpha=0.5)\n", - "linecollection = xsect.plot_grid()\n", - "quiver = xsect.plot_discharge(frf, fff, head=head, \n", - " hstep=2, normalize=True, color='green', \n", - " scale=30, headwidth=3, headlength=3, headaxislength=3,\n", - " zorder=10)\n", - "patches = xsect.plot_ibound(head=head)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Contouring an array with `geographic_coords=True`" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "levels = np.arange(10, 30, .5)\n", - "\n", - "fig = plt.figure(figsize=(13, 3))\n", - "xsect = flopy.plot.PlotCrossSection(model=dis_ml, line={'Column': 5}, geographic_coords=True)\n", - "\n", - "# contour array and plot ibound\n", - "ct = xsect.contour_array(head, masked_values=[999.], head=head, levels=levels, linewidths=2.5)\n", - "pc = xsect.plot_ibound(head=head)\n", - "\n", - "#plot the surface and model grid\n", - "wt = xsect.plot_surface(head, masked_values=[999.], color='blue', lw=2.5)\n", - "linecollection = xsect.plot_grid()\n", - "\n", - "plt.title('contour_array() and plot_surface(), geographic_coords=True');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Vertex grid example\n", - "\n", - "Plotting specific discharge with `geographic_coords=True`" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "disv_ml.modelgrid.set_coord_info(xoff=100, yoff=100, angrot=10)\n", - "\n", - "# define the new cross section line in model coordinates...\n", - "line = np.array([(0, 3.5), (10, 3.5)])\n", - "\n", - "# transform the line into geographic coordinates\n", - "line = geometry.transform(line.T[0], line.T[1], \n", - " disv_ml.modelgrid.xoffset, \n", - " disv_ml.modelgrid.yoffset, \n", - " disv_ml.modelgrid.angrot_radians)\n", - "line = np.array(line).T" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning: Selecting the final stress period from Specific Discharge list\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(12.5, 2))\n", - "\n", - "vcs = PlotCrossSection(model=disv_ml, line={\"line\": line}, geographic_coords=True)\n", - "ax = vcs.plot_array(a=hdata, masked_values=[1e30])\n", - "plt.colorbar(ax)\n", - "vcs.plot_grid()\n", - "\n", - "# plot discharge vectors\n", - "ax = vcs.plot_specific_discharge(spdis, head=hdata, hstep=2)\n", - "plt.title(\"plot_array(), plot_grid() and plot_specific_discharge(), geographic_coords=True\");" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/examples/Notebooks/flopy3_PlotMapView_demo.ipynb b/examples/Notebooks/flopy3_PlotMapView_demo.ipynb deleted file mode 100644 index 1e9d7df5c5..0000000000 --- a/examples/Notebooks/flopy3_PlotMapView_demo.ipynb +++ /dev/null @@ -1,1834 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "collapsed": true - }, - "source": [ - "# New plotting classes have been added to flopy\n", - "\n", - "these classes seamlessly support vertex model grid and unstructured model grid plotting using the new `PlotMapView` class. This classes will replace the previous `ModelMap` class; however backward compatibility is still supported through `ModelMap`.\n", - "\n", - "`PlotMapView` has a similar interface as `ModelMap`. In most instances the two classes can be used interchangably. The biggest difference is that some of the input parameters have changed.\n", - "\n", - "`sr` has been replaced with `modelgrid` since the SpatialRefernce class is being depreciated\n", - "\n", - "Transforms using `xll`, `yll`, `xul`, `yul`, `rotation`, and `length_multiplier` have been removed from plot. The user should apply these transforms before passing their model grid to `PlotMapView`.\n", - "\n", - "The remaining functionality remains the same!" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "flopy is installed in /Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy\n", - "3.7.3 | packaged by conda-forge | (default, Jul 1 2019, 14:38:56) \n", - "[Clang 4.0.1 (tags/RELEASE_401/final)]\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n" - ] - } - ], - "source": [ - "import os\n", - "import sys\n", - "\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "\n", - "import setup_pmv_demo\n", - "\n", - "# run installed version of flopy or add local path\n", - "try:\n", - " import flopy\n", - " from flopy.plot import PlotMapView, PlotCrossSection, ModelMap, ModelCrossSection\n", - " from flopy.utils import HeadFile, CellBudgetFile, geometry\n", - " from flopy.discretization import UnstructuredGrid\n", - "except:\n", - " fpth = os.path.abspath(os.path.join('..', '..'))\n", - " sys.path.append(fpth)\n", - " import flopy\n", - " from flopy.plot import PlotMapView, PlotCrossSection, ModelMap, ModelCrossSection\n", - " from flopy.utils import HeadFile, CellBudgetFile, geometry\n", - " from flopy.discretization import UnstructuredGrid\n", - " \n", - "print(sys.version)\n", - "print('numpy version: {}'.format(np.__version__))\n", - "print('matplotlib version: {}'.format(mpl.__version__))\n", - "print('flopy version: {}'.format(flopy.__version__)) " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "changing model workspace...\n", - " data\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf2005\n", - "\n", - " MODFLOW-2005 \n", - " U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUND-WATER FLOW MODEL\n", - " Version 1.12.00 2/3/2017 \n", - "\n", - " Using NAME file: freyberg.nam \n", - " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:09:58\n", - "\n", - " Solving: Stress period: 1 Time step: 1 Ground-Water Flow Eqn.\n", - " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:09:58\n", - " Elapsed run time: 0.010 Seconds\n", - "\n", - " Normal termination of simulation\n", - "Output file located: freyberg.hds\n", - "Output file located: freyberg.cbc\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp6\n", - "Processing basic data ...\n", - "Checking head file ...\n", - "Checking budget file and building index ...\n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", - "Particle tracking complete. Writing endpoint file ... \n", - "End of MODPATH simulation. Normal termination.\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp6\n", - "Processing basic data ...\n", - "Checking head file ...\n", - "Checking budget file and building index ...\n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", - "Particle tracking complete. Writing endpoint file ... \n", - "End of MODPATH simulation. Normal termination.\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n", - "writing simulation...\n", - " writing simulation name file...\n", - " writing simulation tdis package...\n", - " writing ims package ims...\n", - " writing model mp7p2...\n", - " writing model name file...\n", - " writing package disv...\n", - " writing package ic...\n", - " writing package npf...\n", - " writing package wel_0...\n", - "INFORMATION: maxbound in ('gwf6', 'wel', 'dimensions') changed to 1 based on size of stress_period_data\n", - " writing package rcha...\n", - " writing package riv_0...\n", - "INFORMATION: maxbound in ('gwf6', 'riv', 'dimensions') changed to 21 based on size of stress_period_data\n", - " writing package oc...\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf6\n", - " MODFLOW 6\n", - " U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL\n", - " VERSION 6.0.4 03/13/2019\n", - "\n", - " MODFLOW 6 compiled Mar 19 2019 16:46:21 with IFORT compiler (ver. 19.0.0)\n", - "\n", - "This software has been approved for release by the U.S. Geological \n", - "Survey (USGS). Although the software has been subjected to rigorous \n", - "review, the USGS reserves the right to update the software as needed \n", - "pursuant to further analysis and review. No warranty, expressed or \n", - "implied, is made by the USGS or the U.S. Government as to the \n", - "functionality of the software and related material nor shall the \n", - "fact of release constitute any such warranty. Furthermore, the \n", - "software is released on condition that neither the USGS nor the U.S. \n", - "Government shall be held liable for any damages resulting from its \n", - "authorized or unauthorized use. Also refer to the USGS Water \n", - "Resources Software User Rights Notice for complete use, copyright, \n", - "and distribution information.\n", - "\n", - " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:09:59\n", - "\n", - " Writing simulation list file: mfsim.lst\n", - " Using Simulation name file: mfsim.nam\n", - " Solving: Stress period: 1 Time step: 1\n", - " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:09:59\n", - " Elapsed run time: 0.124 Seconds\n", - "\n", - " Normal termination of simulation.\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp7\n", - "\n", - "MODPATH Version 7.2.001 \n", - "Program compiled Mar 19 2019 16:49:28 with IFORT compiler (ver. 19.0.0) \n", - " \n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+03 Steady-state flow \n", - "\n", - "Particle Summary:\n", - " 0 particles are pending release.\n", - " 0 particles remain active.\n", - " 16 particles terminated at boundary faces.\n", - " 0 particles terminated at weak sink cells.\n", - " 0 particles terminated at weak source cells.\n", - " 0 particles terminated at strong source/sink cells.\n", - " 0 particles terminated in cells with a specified zone number.\n", - " 0 particles were stranded in inactive or dry cells.\n", - " 0 particles were unreleased.\n", - " 0 particles have an unknown status.\n", - " \n", - "Normal termination. \n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp7\n", - "\n", - "MODPATH Version 7.2.001 \n", - "Program compiled Mar 19 2019 16:49:28 with IFORT compiler (ver. 19.0.0) \n", - " \n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+03 Steady-state flow \n", - "\n", - "Particle Summary:\n", - " 0 particles are pending release.\n", - " 0 particles remain active.\n", - " 416 particles terminated at boundary faces.\n", - " 0 particles terminated at weak sink cells.\n", - " 0 particles terminated at weak source cells.\n", - " 0 particles terminated at strong source/sink cells.\n", - " 0 particles terminated in cells with a specified zone number.\n", - " 0 particles were stranded in inactive or dry cells.\n", - " 0 particles were unreleased.\n", - " 0 particles have an unknown status.\n", - " \n", - "Normal termination. \n" - ] - } - ], - "source": [ - "# create the model data to work with in this notebook using a helper module\n", - "setup_pmv_demo.run()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now to load up example problems representing each grid type (DIS, DISV, and DISU)\n", - "\n", - "### Starting with Freyberg for the DIS example" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "changing model workspace...\n", - " data\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf2005\n", - "\n", - " MODFLOW-2005 \n", - " U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUND-WATER FLOW MODEL\n", - " Version 1.12.00 2/3/2017 \n", - "\n", - " Using NAME file: freyberg.nam \n", - " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:10:00\n", - "\n", - " Solving: Stress period: 1 Time step: 1 Ground-Water Flow Eqn.\n", - " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 17:10:00\n", - " Elapsed run time: 0.015 Seconds\n", - "\n", - " Normal termination of simulation\n", - "Output file located: freyberg.hds\n", - "Output file located: freyberg.cbc\n" - ] - } - ], - "source": [ - "loadpth = os.path.join('..', 'data', 'freyberg')\n", - "modelpth = os.path.join('data')\n", - "dis_ml = flopy.modflow.Modflow.load('freyberg.nam', model_ws=loadpth, \n", - " exe_name=\"mf2005\", version=\"mf2005\")\n", - "dis_ml.change_model_ws(new_pth=modelpth)\n", - "dis_ml.write_input()\n", - "success, buff = dis_ml.run_model()\n", - "if not success:\n", - " print ('Something bad happened.')\n", - "files = ['freyberg.hds', 'freyberg.cbc']\n", - "for f in files:\n", - " if os.path.isfile(os.path.join(modelpth, f)):\n", - " msg = 'Output file located: {}'.format(f)\n", - " print (msg)\n", - " else:\n", - " errmsg = 'Error. Output file cannot be found: {}'.format(f)\n", - " print (errmsg)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### The DISV example" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loading simulation...\n", - " loading simulation name file...\n", - " loading tdis package...\n", - " loading model gwf6...\n", - " loading package disv...\n", - " loading package ic...\n", - "WARNING: Block \"options\" is not a valid block name for file type ic.\n", - " loading package npf...\n", - " loading package chd...\n", - " loading package chd...\n", - " loading package oc...\n", - " loading ims package gwf_1...\n" - ] - } - ], - "source": [ - "# load up the vertex example problem\n", - "sim_name = \"mfsim.nam\"\n", - "sim_path = \"../data/mf6/test003_gwftri_disv\"\n", - "disv_sim = flopy.mf6.MFSimulation.load(sim_name=sim_name, version=\"mf6\", exe_name=\"mf6\",\n", - " sim_ws=sim_path)\n", - "disv_ml = disv_sim.get_model('gwf_1')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### And the DISU example" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "# This is a folder containing some unstructured grids\n", - "datapth = os.path.join('..', 'data', 'unstructured')" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# Simple functions to load vertices and incidence lists\n", - "def load_verts(fname):\n", - " return(np.genfromtxt(fname))\n", - "\n", - "def load_iverts(fname):\n", - " f = open(fname, 'r')\n", - " iverts = []\n", - " xc = []\n", - " yc = []\n", - " for line in f:\n", - " ll = line.strip().split()\n", - " iverts.append([int(i) - 1 for i in ll[4:]])\n", - " xc.append(float(ll[1]))\n", - " yc.append(float(ll[2]))\n", - " return iverts, np.array(xc), np.array(yc)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "# load vertices\n", - "fname = os.path.join(datapth, 'ugrid_verts.dat')\n", - "verts = load_verts(fname)[:, 1:]\n", - "\n", - "# load the incidence list into iverts\n", - "fname = os.path.join(datapth, 'ugrid_iverts.dat')\n", - "iverts, xc, yc = load_iverts(fname)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "ncpl = np.array(5 * [len(iverts)])\n", - "# using the SpatialReferenceUnstructured class since UnstructuredModelGrid has not been created yet\n", - "disu_mg = UnstructuredGrid(verts, iverts, xc, yc, ncpl=ncpl)\n", - "disu_sr = flopy.utils.reference.SpatialReferenceUnstructured(xc, yc, verts, iverts, ncpl)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting the model grid with each of these examples\n", - "\n", - "### DIS (structured grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# setup our modelgrid rotation and offsets\n", - "dis_ml.modelgrid.set_coord_info(xoff=0., yoff=0, angrot=-14)\n", - "\n", - "# First step is to set up the plot\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "\n", - "# Next we create an instance of the ModelMap class\n", - "mapview = flopy.plot.PlotMapView(model=dis_ml)\n", - "\n", - "# Then we can use the plot_grid() method to draw the grid\n", - "# The return value for this function is a matplotlib LineCollection object,\n", - "# which could be manipulated (or used) later if necessary.\n", - "linecollection = mapview.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility with `ModelMap` using a Structured discretization" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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B3r170dzcrKhYPR4PiwI8Hg/XuJDJyUk0NTVhzZo1pmsURRGpqamau89yJF9MTAyOHj2KBx54AO3t7RBFEcXFxZAkSQGRjouL485HCSFYsGABl5nFxMRo9o/KjTUhIQEHDx7E3r17WcuVFkQ6LS0Nvb29XF9IhBDk5eUZviXQ69xuN7Kysqb9ntxYk5OT0dDQgPvuuw/BYBDkOohFbqzyKMA21inZRnqbKhgMorW1Fdu2bTO9lhruypUrWS/n0NAQezUkhODTTz9l15eUlKCjo4NVrOpTTbzjQmj/6B133GG6Rto/Kr9WCyJNz+GfP38ePT09LGNVf5nQfJTXcHmqR9o/unLlSnYt7XKga7xw4QJCoRAAoLy8HP39/SxjVVfvQ0ND0/JRo3vn5eXpnjCjItenyN5xxx1wuVzYvHkzwuEw6wcWRRHV1dWoqKgAACQlJSn6WI1whLeybCO9TcXbzjQ+Po6WlpZp45RjYmJYxQpMPdSvvvoqRkZGMDg4yMhRtGKVRwG8GylG40Lkov2jS5cuVfy6FkT6tddeY834RhBp3g2pnp4eS/2j6nYmt9vNjAiYqtbfeOMNEEIQHR1tCJHmXePw8DA6OjrYv5WRtE65UU5BVlYWM9b3338fly5dQlJS0jRjlVest4ux2kZ6m4q3f5QXh+f1etnr6N13342hoSHFxpAcyedyuRATE4Pu7m7NilW+RoCvfzQYDHKtsbu7G4sXL8b999+vYJ2qkXwRERHweDzo6elBTEyMLkSa18z6+vrQ39+PzZs3G17ncrnQ3d2N+fPn44c//KGCdUoIQVlZGUPyRUZGwul0oq+vD4mJibp5M8+GFDDVJdHW1mY4RRaYMtbu7m7k5ubikUceQTgcRnt7O1vj5cuX8fnnnwMAEhMTmaneysZqG+ltKnrcU88gqKy0M8nz0ZiYGCxdupRViXJjpa03f/nLXxSsU58KyWeUj6rXCJgbRUdHB0ZHR9l1ctYpoIRIl5SUIBwO429/+xvLEKkZyCHSoigiJiYGycnJc7LGgYEBRT4qZ52qIdJnzpxBOBzGW2+9BUAfIm2Uj8pFpySYrZFOSaCxkMPhQGZmJjIzM7Fp0yaFsRYXF6OyslLTWPPz8007J24W2UZ6GyoYDCIQCHDlo7OZzyQXNdbY2FiUlZXh/vvvh8fjYdWgHMlHAR6EEEvjQnj7R/UqXGqsCQkJOHv2LO69914kJiaySksLIl1XV2fpfH1qairXGvXMjBprcnIyTpw4gbvuuov9rERR1IRI19bWajJjte7tcrlMuQJmsRA11uTkZHz66afYuHEjli1bxtZYU1OjMFZ5FHCzGqttpLehaOVRWlqKzs5O9kFOT09XGAI9X6/OR7VELOLwFi1ahMjISF2INAWcVFZWoq+vjz1oakPQy0f17i0fF2K2xvnz5yMpKYmRo+QQaVEUGUS6pqYGL730kilEWuu4p9a9rfSPzps3j5k6AE2I9OTkJPr7+/H8888bQqQJIdwUMCuxUEFBwbSKtaOjg63xypUrjGlwsxqrbaS3oWj1WFRUBL/fjytXrgCYytzkPaJDQ0OWxoWsW7fO9N6iKCI9PX1anqeGSB8/fhzFxcVYsWIFAoGAgnUqjwIcDgdXPkrP19MeVLM1xsXFITExUfHraoh0aWkpPv74Y6xatQodHR0K1qkcyRcbG8uVj9J78xqux+NBZmam4tfVEOmqqiq8/fbbWL16Nfr6+nQh0mlpaWhra7M0RXamsZDD4UBGRgYyMjKwceNGNDY2Yv/+/Vi9ejVGRkYUxpqQkKDIWL+pxmob6W0oOr/+wQcfBDC1ESKvBqmx0sqkra0NMTEx0ypWKnq+3szMaDsTT7tOS0sLUlNTsXfvXgCYBpGmFSvtn2xra0N8fLwuRJrmo7y76/Pnzzc1s0AggOjoaNx3330QBIE129NKixor/XPa2toMIdIDAwPo6enh+kKiFa5Z/2hTUxPcbjfuvfdeOJ1OBpGmP0c5RBqY4hBcvnxZF8k3kymyZrGQKIoQBAHf+ta3EBERAUmSWMYqiiKuXr3KjDU+Pl7BCjB7u/iqZBvpbSatB4G+7tIeTNosfvToUUiShGPHjuHYsWOIiIhQVKzp6elwOBzcu+u885m0xinrQaSPHDmCwcFBnD17FmfPntWFSPNu9uiNC1FLq39UTY6ixnrkyBF0dXWxTRdBEKa1W3m9Xu6f49DQELq6urj4rIQQ5Obmsi8XOUQaAINIHz16FE1NTaivr2dfpFoQad4psrOJhehxWlqxSpKEjo4OHDt2DNeuXdOsWL9uY7WN9DYTz4MQHx+PxYsX4+DBg9i0aRPWrVvHqkFCCK5evQoAzFg7OjqQkpLCVXkAc9M/GhUVhUWLFuH999/HihUrsHv3bgU5Sg2RHhwcRExMjCmUg9dwe3t7MTg4aHgdNdbx8XEsWrQIDzzwgCJjVUOkJyYm4Ha7Tc2At51pZGTEtH+UAmDoF9yPf/xjlrFqQaSdTicEQTCdAtDc3DxnsZAgCEhPT0coFEJaWhr+9V//lWWsWhWrPAr4qozVNtLbTMQCDo8+CPHx8VixYgWrEPv7+xXG2tvbCwB48sknFRsFtGKV3zs9PZ17XAgPDo/mo2rWqRoiTXmhTzzxhIIcpYZIE0I081G9NZoZRV9fH/r6+rBx40bNipWewyeEoKOjAwDw1FNPISsrSxcirZePqsX7xUWnJOzYsYMZqxwi3dLSwv69GxoaIEkSnn32WUOINM1HebGLVmIhaqzp6enYsGEDq1jpv3VVVRUqKysB3DBWecVqFtnMRLaR3mYiBufr1dfpPQhyYyWE4NVXX8XGjRsRDAYhiiJqa2sBTG3O0CiADsLjPc6YkpIyq+pRbqzt7e14/vnnsX79egiCoAuRzs/PR2NjI1c+Sq6fPJpN/6jH42FIvoGBATzzzDNYs2YNoqKiFKxTNUS6sbGR+3w9TzuTUYUrN9Z169Zh3759uOOOOxgtTA8iXV9fj6ysrDmdIqsXC8mNla6xqKiItYVdu3btSzdW20hvI1nZKCCEWHoQduzYwTKugYEBRcVKjRWYihbOnj0Ln08bIk3bmaz0j5qdlqFGsWnTJvaqpweRBqYe2hMnTsDn82m2A1k9Xx8ZGYm0tDSuNa5Zs4ZVmkYQ6YmJCRw9elSzYpX/mbzn63nbmQBgxYoVmDdvHrZu3WoIkY6MjMShQ4cMIdJziV0EboylWbx4MZYuXYr169dDkiR0dnayNcqNNTY2lk1pnY2x2kZ6G4l3o4CCNDZu3Gj6Z1IcnvxBiIuLUyD5BgYG8Mknn+Dy5csYGxszhEhbPV9PN5+MRMh0HJ4WRPqzzz5DWVkZHA7HNNYpXWNOTg4GBgYwODho+lDTe8+0f1QLIn369GkUFxcjKioKpaWliopVHgXQ00V33nmn6RqtTpGVG64aIh0KhVBWVoaPP/4YCQkJhhDpiIgINDU1cXcpWJkiK/+3EQQBaWlpSEtLY8ZaU1ODt956C3Fxcairq8PFixcBTH125RWrWcRDZRvpbST6uk5bTPQebt7z9bzjlCm6Li0tDY8//jgGBwdZJaiGSNOqxev1GkKkrYwLEUXRdJxyZGQkxsbGEBsbi8cff5zFFHSNxcXFzFipIbvdbkOItDwfNRMh5jg8t9uNkZEReDwe/PznP0coFNKFSNM1Op1OjI2N6VZ8dErCXEyRpfcbHh6GIAj4p3/6J7jdbsWgPjlEOj4+HqFQCIIgYHBwUPdkWigUQlNTE1atWsW1RrNYSBAE9Pf3AwD+4R/+AbGxsejq6mJrrK+vVxgrj2wjvY1ECIEkSXjxxRcRHR2t+OZNSUlhxkoNdybjQrSkfhBiY2N1IdL0A/zaa6/B4/HoQqR5N3s6Ozst4fDocU8jiDTdIX7//ffx4YcfMtYprVhp/sy7uz44OIienh7TLyT6Z1LDdTgcuhBpegTz008/xbFjx5CRkcH+veUQaSsUsEAgYKl/lMYNehBpSow6d+4czp07pwuRbmlpwcTEhOkbwGxiodTUVKSmpmLdunWQJIkZK12jmWwjvU1EH4S1a9ciKyuLfftWV1cDmDpZRD/AdXV1yMzM5M5HzQyXPgh6DyuFSC9ZsgRVVVVYsWIFCgsLp1Wscoh0bW0tEhISTCsG3myNjlPWWyNF8hUWFqK6uhr5+flYtWoVW6Mayefz+RAIBBAREWGaj/J+KQwPD6Ozs1PXKOQQ6atXryIpKQk7d+5k/9a0YgVuQKR7e3unva5rycoU2ebmZt0qXA6Rrqurg9vtxt69e9katSDSY2NjAPjb5ngNVy8WEgSBGSsdGW4m20hvE9Hz9UVFRZg/fz5WrVoFSZLQ19fHPsSETCHQgKnd7LfeeouZa2pq6rQogFxvpLYyLsRIFIdXWFg4jXUqjwIoRNrhcOC1115TVKzqjRWtfHQ2a+zt7cXAwAC2bt06jXWqBZEWBAGvvPKKImNVd0wQMjUuZC7mMwFTrV80H6X3BW5EMXSNcoj0X/7yF3atFkRaKx/V0kxiITXrVA2RDgaDAICXXnqJrVELIs37hWQ1FuKRbaS3ieiDIG9nEgQBiYmJSExMZMZ68eJFvPfee8jNzUUgEGDGGhUVNS2Eb25u5h4XYmWjQP0BV0OkGxoa8Ne//hX5+fno6+tDXV0dgOkQ6YyMDJaP8uyux8bGmjaa661RDZGmLVc+nw/BYJBVrNSM5Kea6Pl6nnYmnv5RPRyey+VSGOvQ0BCefvppthmmhkjLo4C5ooBR6cVCaoj0xMQEnnzySWRmZiIyMtIQIm21bc7sS5PGQjyyjfQ2Ec+DIAgCenp6IAgCHn74YXi9Xt2K1ev1YnJyEhMTE+jo6NCsWIEbjdS8xxl5HgTauH7//fcjPj5eFyLtcrkwOTnJGt/1INLqfNRIFIdnNk65ra0NAHD33XcjIyPDECIdDocRFxeHhoYG5ObmGkKkrYwLMeOPtrS0AJhqXSsoKNCESFNjBYCsrCxcuXJFwTpVi7YzzVUs1NbWhsnJSWzcuBFLliwxhEgLgoDk5GRcvHgRPp8+RNrqFFke2UZ6G4iOC+GhDxFCFA9CQkKCYlYTNdaSkhK0t7ejoqICFRUViIyMVFSsaWlpEATBNB+loufrecZhEEIUD4IeRPr8+fPw+/2oqalBTU2NLkTa6rgQH0f/KFG1M+lBpMvKylBbWwtCCBobGxUQ6fz8fIbkM8tH1ffOzc21jMPTg0hXVFTg4sWLaG9vxxtvvAFAGyJtlo+q7z2TWEgPIl1ZWYnS0lL09/fj3XffBaANkaav6zxtc6IoctOmbCO9DcSbW9H+0Q0bNuheQ4314sWLyMjIwMMPP8yqLEIIampqAIAZK83geCoPKzg8o3HK1FgvX76M+Ph4PPbYY4rmezlEWl4Bmh1n7Ovrw8DAgOkaAfNxytRYr1y5Aq/Xi1//+teKalANkabHL81OKY2OjlruH9WrgKmx1tXVweFw4H/+z/+Jzs5O9m+thkgnJiYiHA6bRg80H53tFFnghrHSTaF/+7d/w/DwMPtMqiHSaWlprBXPSPRL06xtjso20ttAWvmolnjPPcvHKWtVrPJTTX19fQCAP/7xj4o8i1as8jUCfOfrrY5TjomJUbBO1RBpGhX8+c9/nkaOkr9G825m9Pf3c49TpvloZGSkgnWqhkhTItPf/vY3BetUDZG2er7eyhTZqKgoVrFu3759GkSanmB7++23cfr0aV2ItJW2OSuxUHJyMuLi4hAXF6cLka6vrwcAfPLJJzh//rwuRJrmozyHLgDbSG8LkevHPb/sjQJAieQLhULYt28fcnNzER8frzAENUSaPgi840LMHkKj/lE5RFqSJDz99NNISkpiE071ININDQ1c+SjvGgcHB3XHKash0n/4wx/gdrsxf/58EEI0IdL5+fmor6+fk3EhVEaxkBoi/dJLL2FkZAQrVqyAKIq6EOnm5mYA/Mc9ZxMLqSHSr7/+OlpbW7F582b2edSCSNMCgOftA7CN9JYX7R9NSUlBRUUF23HXeuW0ulHA8yBMTk5i7dq1rBqkrFN1pQVMnXQpKSmBzzd97Il8jTwbBbytQj09PRgeHsadd97JXjX1INLAlAmfOnWKVdGPxtIAACAASURBVKxaOaQ6H53tGoeHh9HV1YVdu3axhng9iDQwZcKUFaAHkVbno3qyEgu1tLRgw4YN7JQUhUjTn6UcIu1yuXD8+HH2BaD16s77ObMSC/n9fhQVFWHjxo2MdaoHkY6NjeXG8NlGeouLnq8fHBzEBx98AGDqAyLfGEpKSmK5Fe/rqNa4ELW0HoT4+HjccccdCoj0F198gRMnTmBychKffPIJAGhCpAVBACHEMB+V3zsuLo67f1T+EGpBpC9fvoxDhw7B4XBMY53SnyVF8lkZF+L1epGRkWF4nZbhaiH56uvr8eabb8Lr9U5jncqjAK/Xa2lciJVYSP5vLYdIUyRfU1MT/vrXvyIqKkrBOtWCSBNCLE2RnUkspAWRbm9vx8svv8zVxUFlG+ktLvog/Md//Ac74y6KIhobG3Hp0iUAU8aakpKCUCiE5ORkw3P48nyU595mD0J8fDx7mH/xi1+wUyfyCgEAq/DGxsaQkJBgeA5fno/ytDPFxMQY9o9GRUWxrPTHP/4xYmJidCHSmZmZ6O3tRWFhoeE5fPrz4cXhud1uw00cj8fD/q7f+973kJmZqWCdyo01MzMTLS0tWLZsGYLBoOEbCO+4EJ5YiEKhw+Ewvv3tb6OwsNAQIt3d3Y2CggIMDw8bfoZEUZyzWEgQBDidTi5wjly2kd7ikp979nq9SElJwdq1ayFJErq7u9mHmG4UfPjhhzh58qQihE9KSmIPqREXUi5afdDK02yN8gdBDpEeGBhgZkBN9cSJEygpKVGQo+QQ6a6uLkvn64121+VrpOOU6eBALYg0jSrOnz+PiooKBTlKDpE2yke17m2lf5TeR06OkkOk6RqrqqpQXV2tC5GmsRDv0D6rODwjiPSVK1cQDodRX1+P3/zmN7oQaStTZK32j9pGaguA8dwcQRCQkpLCjPXll1/G2NgY1q9fz4yrqqoKwFQ7EX3loqT5uRgXApg/CHFxccxY33jjDbS0tGD37t3TdorlEGl6GsVsjT09PVw4PDPDlUOkx8fHcfnyZTzwwAPsS0oLIh0OhwHMzbgQKiMcnhwiHQqF0N3djYcffhjNzc26EGlK4OLJR+ciFpIbKzC1qfmjH/2IZZhaEOm4uDjufHSuYyG5bCO9hWW1f3T9+vVYs2YN1qxZA0mS0NPTo4gCqLE6HA589NFHrEJITk7WPIcPWBsXYiT5OGU161QeBcgh0h9//DGrYLQg0ryVR19fH/c4ZWq48orVCCJ95MgRtkYtE+TdkBodHUVbWxt27tzJtcacnBzFkVY5OYpcP3BBzf7YsWNoaGhgkw7UVedM2ubMRPtH6SEGPYj0+Pg4gKm3FL/fz77w1afjZtI2ZwXwbBvpLSye3AqY+uZXPwj0uF1ycjIz1s7OTrzwwgtITExks3EAMCQf/V9ycrJpI7V8jYC5UdBxyurrtCDSf/zjHxEdHY2enh4F61QNkab56GzGhcil1z+qBZH+r//6L5bFGUGkaT5qdtxT73y9WsFgEK2trdNweHJyFDBlrC+++CLGxsbg8XgMIdK8nzMrsZB6iiygDZF+9dVX0d3djaSkJEOING9/LW8spBaXkQqC8J8AHgMgAbgE4KcAogC8AcAHgAD4B0mSeq9f/38A/AxACMCvJEn65PqvrwHwCoBIAB8B+LUkSZKlFdvi1lyCJgRBwNjYGMLhMHbt2oWioiL09vayCoYQJZJvdHQUOTk56OzsVLBOte5tZaPA7EEIBoMIBoO4++67sXr1agXrlBCiMNbJyUmkpKSgpaVFwTpVS56PGon3YQ2FQhgcHMTu3buxZcsWjI2NKapqubE6HA62uWV0CkmejxqJt3+UZuibNm3C7t27FRWrGiLtdrsRFRUFv9+vWbHK1wiYn3LjjYUEQUBHRweWLl2K7373uwrWKSFKiLTH44HH40FzczOcTqfu5433c6aWqZEKgpAN4FcAlkiSNCoIwpsAfghgCYBjkiTtEwThfwP43wD+lyAIS67//lIAWQA+FQRhoSRJIQD/BeBfAJRgykj3ADhsacW2uDSbueJG1wFgrT1JSUlISkrC6tWrIUkSM9bLly+jvr4efr+fVYf0lcvnuwGRtrJRQAhhzf48a6QPIWWd0oyRGuvVq1dRVVWF9vZ2/PnPfzaFSM90XAjPGvUg0teuXUNZWRl6e3uxf/9+VpFpQaTp6zrvuBArU2QB7Yo1EAigoaEBp06dwsTEBF5//XXWTiRvZaKfK0K+vCmygJJ1qoZI00MWb7/9NgAwiDRdIzVWURS5psiqxftq7wIQKQjCBKYq0RYA/wfAzuu//yqAEwD+F4D7Afy3JElBAI2CINQBWC8IAgEQJ0nSOQAQBGE/gAdgG+mXIqtzxa1sFGg9CHJjHR0dRX19PR577DG0t7ezaksNkU5MTEQwGOTa7KH5KM8ajR4Eaqzj4+OoqqrCP//zPyvawtQQ6fT0dPT393PPr5oLHB5F8tH5R4888gjC4TBboxoinZ2djba2Nm56vVFlK1+j0VuK2+1mn61Tp07hBz/4AaKiotga5Ui+zMxM5OXlQRRFruOeVnF4ep9xaqwulwuffvop9u7di/T0dM2KlUKk6+rqsGjRIssD8EyNVJKkgCAIvwHgBzAK4IgkSUcEQUiXJKn1+jWtgiBQCkA2pipOqubrvzZx/f9X/7qtL0H0Q/bhhx8q8kt1RTeTueI8905NTWUPOa1Y9ZB8H3/8Ma5evaoLkab5KO/u+rx587jHKefl5UEQBAVEWh4FUNbpZ599hvr6el2I9MDAgKVxIbyGSytBp9OpC5GmhnX27Fn4/X4F61RumFanyFqJhebNm4eIiAj2OVJDpMvKyhAOh1FRUYGWlhb2eVRDpOlxT17KVVJSEncsVFBQgISEBE2INLnepcJD2NcSz6t9IqaqzAIAfQDeEgThx0b/icavSQa/rnXPf8FUBGCap9jSFn0VzszMRG1t7bS53vR/vLkVL2hC70HQgkj/9a9/RUdHBxYsWIDGxkZdiDQl+5jdu6urC8PDw9w7sz6NdiY1ku+tt97CtWvXcMcddyhYp2qING0LM7v30NAQurq6uCuz3Nzcaf2jaoj0oUOHUFFRgfXr18Pv9yvIUfIoIBgMWprPNJtYSA2RPn78OIqLi7FlyxYEAgEF61QeBXg8Hu62Ob/fz44em61RKxZSQ6TPnz+Pw4cPW95oAvhe7XcDaJQkqRMABEF4B8BmAO2CIGRer0YzAXRcv74ZgDyAycFUFNB8/f9X//o0SZL0JwB/AoC1a9fam1EWRfMrulEgSRIj4NAWIWqsTqcTkZGRqKmpYRWrVjXHm1vxbhRIkoTW1lYsWbIE3/3udxUVK60IqbE6nU643W7U1tZqVqxUvK1Cvb29GBwc5HpgAoEAFixYgO985zsAoAuRdjgcEAQBdXV1CIVCuhBpq+NC7rrrLq415uXl4Z577gEAXYg0/ZlRAlJOTo5mxWk1FuIZp9zc3Iz09HTs3r2b/bcUGyiKogLJB0xNQXA6nboQaavjQnhiIb/fP6N8FOAzUj+AjYIgRGHq1X4XgDIAwwD+CcC+6//3/evXHwTwd0EQfoupzaZCAOclSQoJgjAoCMJGAKUA/geA31lesS1TqftHBUFAeno60tPTsWHDBtbKVF9fjyNHjmBiYgIHDx4EMFWxyttGqLFaHRdi9dyzumIFpvo3GxsbcejQIQDA4cNTcboc5+bz3UDyEUIQGxtr+iCYZWtUtH9UXpmpK1aK5Dt48CAkSVKwTrUg0mb5KBWv4VIc3o4dO9iv6UGkDx48iPHxcZw7dw5nz55lGaI8CvB4POx1fa6wi1qxkBwiDdww1oMHD2JwcBAXL15kI0W0INK8n7MvIxbSEk9GWioIwgEAFQAmAXyOqWoxBsCbgiD8DFNm+9D166uv7+xfvn79/3d9xx4AHseN9qfDsDeavhSZPQiCICAtLY2dAPr+97+PpKQkVh3U1dUp5nrTmT1Lly41PIdP7z1Xc3NonhUKhXDfffexKEILIp2fn4+GhgauKEgURURHR89J/2h0dDRycnJYyxVFyNF1qo21tbUVqampMOv6I4RvXAiP4dIe2uHhYWzduhVbtmxRkKPOnDnDkHzZ2dno7+9XHAs2WiNgbmY8sRAFwAwNDWHFihXYs2ePgnWqhkgHg0HExMRwdSkA5l9I3d3dXLGQ7vp5LpIk6f8C+L+qXw5iqjrVuv7/Afh/Gr9eBsD8rJutWUl+vt5I8g8ZHRu8fv16xVxvcr33MhQK4eLFiyxblA/Bow+clY0CUVTOFedZo97YE1EU0dDQgPHxcdTV1eGpp57ShUhbPV8fGRlpSlOXm5mcdQooIdKNjY0YGRnByMgInnjiCUOItJXz9bw4PJqPqlmncog0IQQDAwMAgCeeeMIUIs1zvp63v1YeC6lZpxTJR9fY3t4OAHjqqaeQnp6uC5EWRXFGbXNWZZ9susVkZW6O3oMgn+u9bt06FBcX4/jx49i9ezdaW1tRX18/rWKlZsybj1qdm6P1IMiNtaysDIcOHcLu3bvZl4AWRDoxMREDAwNcO7O8hkuI/jhlubFWV1fjwIED2LVrF2u50oJIZ2ZmWh4Xwts/qmW4cmOlE1rvvPNOTExMgJDpEGk6S8rv93O1zRFCZjVFFlAi+QoLC/GnP/0J27dvh8vlAiFK1imFSOfn56OxsZErH+WNhfRkG+ktJitzxZuamrg2Cmg+umXLFgBQVKy0GqRIPgCorq5m+afWK6LVjQKeuTn0Qdi8eTO7nxFEuqamhuV7WhDpvr4+9PX1cQ9ys9I/unnzZnatEUSa0q58vilylLo6HRsbQ1tbGwMpm93bSjvThg0bFBQoecVKkXwAcO3aNTidTlaxqt+CKAWM5t5G4u0fpRXumjVrEBcXpyBH0TXKjbWxsREfffQRM1f1seXZ5qOAbaS3nOiDMJPz9VqiD4K8XUddsdLjhG+++Sb6+/vZ5E5AGyLN+xplNC5ELmq4ahCvFkT67bffRmtrK/r6+qZBpOkrLG3a5lkj7R/lBXGo+aNaEOn33nuP7f5rQaRpFGB1XAj9IjRbozoW0oJIf/jhh7h06RIiIiIMIdIdHR3c40JEUWTMBCOR6/2j8lhIC8n36aefoqSkBAkJCYYQ6dHR0Vnlo4BtpLecyPWeOTNgLzUKHtCE2YNATzX19/dj+fLl+M53vqNgnaoh0sCUgUxMTBhuXlnZKOAZpxwXF4f+/n4sWrQIP/jBD9Df369ovpdDpD0eD9xuN0KhkCFE2sq4EJ5xylFRURgYGEBBQQF+8pOfKFinhCgh0lFRUeyorRFEmtdweabIAlPGOjg4iIyMDDz22GOsYqU/S7mx0n/vUChk+Jm00jbHEws5nU709/cjPj4eP/3pTxWsU0KIwlhpBTyTRnwq20hvIdEHIRwO45lnnkFSUpKi0pJ/gxMys7niepI/CGrWqRwiTWRHRX//+98rWKc+nxLJRwjRzUe11mj2ENJxyvTvEh8frwuRrqysRDgcxosvvoiIiAhdiDTNR83GhfCuUT1OWc46pb9PzaC8vJwdbJCzTmkUQI2V5qNzOUW2ubmZneLSqljpqSb6ev32228rWKc+nxIizfvzmWksJK9Y1Ui+0tJSREdHG05JMJNtpLeQaCP1nj172Nnsy5cvs7ne1Fjz8vIs56NmODyjykxurDk5Oaiursbu3bsRERHBjEsLIt3Y2MhO75jd22xcCGD+sFKIdF5eHj7//HPs3LmTIQMJ0YZI19fXc40LEUVxTvpHIyMjUVRUBJ/Ph/Pnz2PTpk0MZacHka6trf3KpsgCNyDS+fn5KCkpwerVq7F06VK2Ri2INCEEiYmJc9I2B5jHQrTTITs7G6WlpbPKRwHbSG8p0Qdh5cqV8Hq9bK63fEpiTU0NM9aqqipGz8nPz582gsHqXHEr/aPLli1DfHy8KUT66tWrOHDgAKti1BBpK+1MhBCuccrUzIqKipCenq6oWLUg0sPDw3j99ddZVa0HkbYyLoSHPypJEgoLC1FQUGAKkRYEAa+++qqCHKWOAgghlqbI8sZC8+fPV4w9MYJIv/jiiwrWqbqjhBou77gQM8PljYXMZBvpLSStB8HhcCAzMxOZmZnMWD/66COUl5cjIyNDYayJiYmKKGBgYGDWc8XV0pqbowWRPnHiBIqLi+Hz+eD3+xXkKHkUIAgChoaGuF71rBiuVv+oGiJNz2YvWLAAnZ2diopVHgXExsZy5aP055Obm8vVzqTVP6qGSNOWq6KiIvT19elCpNPT07nyUXrv2cRCaiSf3+/Hyy+/jKKiIoyMjChYpxkZGYrNK962ubmOhcxkG+ktIt6NAofDgZ6eHmRkZDA8Gz2HT673XtK53rQaGBoaYsG9lqzMFSeEmD4IgiCgq6sL8fHxePjhhwFAFyJNX1cHBwcNIdI0H+V5YCidycxw29vb4fV68dBDD8HhcChwfITcgEhTUxwYGEAgENCFSNNxIVb6R81weG1tbXA4HHjggQfg8XimQaSLi4tx8uRJOBwOhMNhDAwMoLGxUffPpvkob5cCTyzU3DwFhbv33nsRGxtrCJGmo8UpLUzrMIA8H+U5dBEbGzurfBSwjfSW0Uzn5jgcDs253oQQnD59GoIg4PDhwzh8+DASEhJYdZCfn8++7Xlfo+hGAe+5Z/mDoAeRLi4uxsTEBKu0KOuUrpMaK2/loTcuREvqdqbY2FhFxUoh0sXFxejs7MSFCxdw4cIFXYi01fP127ZtM10jIUSRj+pBpE+dOoXm5mZUV1ejqqpKFyLNSwGzGgvJpyToQaRPnz6N+vp6NDY2MryhfOwJNVaaj852qKEV2UZ6i2iuNgro61Rqaio+++wzNgyPVgdXr15lFSs11tbWViQkJMzJXHEApg8CbbdKTEzE8ePHsWTJEtx1112KalCN5Ovv70dERMSczWfiGadMIdLFxcWYP38+myxK16mGSAeDQTidTtMOAKv9o0ZD+yiS7+zZs8jKysJPfvITBTlKDZGmhmOW4fK0zQE3YiGjKQkUIl1aWorExEQ8/vjjCnKUHCItR/qZ/Rx7enq4YiEe2UZ6i4ge9+TdKOBpZ5qYmEBBQcG0ilUeBVy9ehWjo6MAgGeffVaRX6rzKa18VO/vApibmfxBUFesaog0PT/+9NNPK9aoRvIRwjcuZCb9ozExMYqxJ0NDQwrzp0zTp59+eho5Sh4F6OWjalmZItvc3IwNGzZMY52qIdItLVPky+eee24aOUoeBfCer7caCxUVFTFjpf+NGiJN7/2nP/1p2tgTea47V/koYBvpLaG5misul57hqpF8gUAAf/7zn3HHHXdgfHxcUbHKIdKUIMV77plnrrjeg6BG8vX09OB3v/sdli9fDofDMQ0iLY8CrGxI8fSPGhmu3FhHR0fx5JNPYsmSJYiKijKESBMyddyTd1wIb/+olunJjXVychL79u3DggULkJyczOIfLYh0Q0PDnE6RNeoflUOkJUnCU089xcabEEJQVlbGyFFyY62rq+Nqm+ORbaS3gOiD0NXVherqavh8Ps0PsJW54oQQrgeBGsWuXbsQGxtrCJEGptpNPv/8c1axqg3Lylxx2j9q9rpO17h161akpaVpQqTpkVZgate9tLQUPp+SHKX++fD0jxIyNS7ErH+UjlNev349MzQ9iDQw1WFx+vRplrFqtVVRw53L/tFQKISVK1eydis9iDQw9UXx2WefsYxVax2iKHJNkeV9A+jq6sLo6CiWLVuGVatWYceOHboQaUEQsHTp0lnno4BtpLeE6Le6PHdLTU1VvNLExMRYnitOz6gbSf0g6EGkT5w4gZqaGnR1dRlCpHnnilvF4cnHKetBpE+dOoWKigqMjIzg448/BjDVTiSPAtLS0jA0NITu7m5uEIeV/lH5OGUtiHRJSQlOnz4NSZKYsWpBpOmRSJ5xIbw4PK23FC2IdEVFBY4cOQKPx6OoWNVRgMvlYpxbMxGL/aPyz48WRLqmpgbvvPPOrPtH2T3m5E+x9bWKgiZ+9rOfKeZ6X7x4EWVlZQCAlJQUVhGYNaTTfJRno8DsQaAQaUmSkJCQgF/96lfo7Oxk1YEaIk0NOTEx0fAcfk9PDwYHB+cMh5eQkABJkhAREYH//M//ZOQoLYg0Ra3RClzvzx0eHkZHRwdXfy0hxLR/NDo6GuFwGE6nE7/85S8xPj6uC5FOSUlBOBxGdHQ0QqGQrpHPZIqsUSzk9XoRCk1x3B999FG4XC5diHRqaiqCwSAiIyMxPj6uWzlbGRfCEwu5XC6Mj48DmJt8FLCN9KaX/EEwmutNTQsA/vCHPyAlJUVRDcpPJFnJrXg3CuiDQI1VDpGWGysFh7z66quIi4tTVINyiDTvGum4EKOdaypCbsyvN4JI03z13Xffxccff6xoZZIj+XhfR2n/6M6dO7nWSPNRt9utC5GmfbZHjhzB8ePHdSHSM22bM1ujPBbSg0jT02tnzpzBuXPndCHSdFwI71vKXMZCvLKN9CaX0YMgN9YNGzZg3759KCoqQmZmJkRRVMz1lhtrfX39nG4UGD0IcmNdt24dfvOb3yAnJwcLFiwAIUQXIl1bW4uoqKg5a2cy6x+VG2tzczNiYmKwcuVKZq5aEOlAIMB93JNnjcFgEK2trbrjlOUQ6ba2NsTHx2Pbtm2sGpRXrLm5ucjPz0dvby8AvuOevLFQU1OT7ikuOUS6s7MTDocD9957L/sC0IJIj42NATDvAPgyYiFe2UZ6k4t3o6ClpQWhUAhLly7F4sWLWcWqnutNjTUiIgIffvghMy6tzQCiaqQ2WiPA/yAsWrQIq1evZqxTPYi0y+XCu+++q2Cdqh8MQogiH9UTb/UoH6esZp3Sn6PcWB0OB9566y1WaWlBpLXyUS1Z6R+lU2TVrFM9iPRbb73Ffo5aEGnef0NeHJ48FpJXrFoQaXoO/+2331ZkrOpWP941WomFeGUb6U0uQrTnimtdByg/ZOq53uFwGJWVlTh48CASExMVxpqcnKyIAqKjo7k3CmYzN0cLIl1fX4/XXnsNqampCmPVg0jzHPck1/tHzeYz6VW4aoh0W1sbXnjhBaSnp6Ojo0PBOlVHAVbHhZi1M+n1j6oh0gMDA3j22WeRlpaG4eFhQ4g0IcRS29xMYyE1ki8YDOK3v/0ti3WMINKiKHKNU+ZdoxXZRnoTayYbBUZzcxwOB4aHhwEAP/rRjxAVFcUqVlEUUV1dzUbkxsfHs5M4AwMDukPs6GsUz0YBz4MgCAJrrv/e976H5ORkXYh0dHQ0hoeHkZOTg+7ubsPJmPR8Pe+4ELN2JvrK/O1vfxu5ubkKiLQ8C/Z6vQgGg5g/fz5aW1sVrFOtNfKcrxdFkat/tKenB+FwGHfeeScWLlxoCJEOhULIysqCKIoK1qnWva3EQmZVYV9fH8bHx7Fp0ybWq6wHkabwm7q6OgXrVGuNPFNkrcg20ptYs5krrif13Bx1xUrP4VNiFD0/npSUpKgGqbFanSs+f/58ruqRPghGEOkvvvgCw8PDqK6uRnV1tS5Emo4LoaBis5+Plf5Rmo/qQaQrKyvR0NCA+vp61NfXM9apPApwOBwIBoNoaWnRzUfV9+adIiuPhdQQaWqsly5dwuXLlxEIBPDKK6+wilUeBVCz5Z0iS8j0cSF61wE3DFcPIn358mWUl5ejq6sLf//731nFKkfyeb3eLyUfBWwjvalFP2SzPV9PZTZOWY7kE0URk5OTeOihhxS72bRipRBp2gpjdu+uri4MDw/PGjQhN9ZAIICenh48+uijipEiaog0ra7M7i3PR81Errcz6bUdUYh0a2srRFHEL3/5S8W4YTVEOjo6GpIkmf5by/NRM4miaBgLUWPt6OjA5cuX8W//9m+KDgs1RDopKQnj4+OmlTDNR2m3gdkajWIhCpHu7u4GAPziF7/A8PAwW6MaIp2RkYHBwcE5fa0HbCO9qUUrildeeUV3rje9Dpj7jYIlS5ZMY52qIdJ0x3X//v2sytKCSPNu9vT29lruH6XGqgeRHhoaAgD8/e9/Z2uUV6xW1zgyMsLdP0r5o5QVQMlRehDpAwcOKDJWNUSaTkkwWyNtZ7ISC1FmrB5Emn6JHjx4EJ9//rkuRNpK25yVWCg2NpadRJNDpOVRAH2Tso3UFoAbDwLtKayoqGDzcdLT0xXGSrmQvHPFZ4rDU0OkQ6EQfvOb3yApKQmxsbGGEGlC+OaK824U6I1T1oJIP/vss2yjich6MNUQ6cbGxjkZF0JlNE5ZDZF+4YUX2Jec3FjVEOnGxsZZn6+XyygWUkOk9+/fj66uLixduhSiKOpCpCl/1OznYzUW0hoX4na7FXT+AwcOoLGxcU7zUcA20ptWtPLYunUrFi1ahFAopDhPLDdWYMpca2pqNCtWKkKsjQsxexC6u7sxNjaGdevWYeXKlQrWKW0RooAT2gR/8eJF+Hw+3aOAdKPA7HQW7xoHBwfR39+PDRs2YNOmTQrWKf0fNVZBEBAdHY3y8nJW6eqdw7cyLsRsjcFgEO3t7di6dSvuuusutm55XEGPBguCAI/Hg7KyMvh8Pl2INO+XppVYKBAIYMWKFbjnnnsAKCtWubEKggCXy4WKigrk5+frbqDxfiF1d3dzjVOWJAl+v3/a2O65kG2kN6nUmDKn04m8vDyWoVFjvXjxIgvh33zzTQDT53rTo4d+v59rrrgoipY2CugHnLJO1RDp6upqnD59GkNDQ3jvvfcAQAGRpsZq9Xy91rgQrevUa9SCSF+5cgVHjx7FxMQEPvroIwDQhUhbOV/Pi8NTGy5lndL4YHBwEPX19Xj//ffhcDjw6aefAoAhRHqm5+u1RGMh+XXqinVsbAyEEBw4cAButxvFxcWQJEkXIk0ImXHbnJasxEJWZRvpTSpCiOGDQI2VGsWvf/1rBaNTPtc7LS0NKSkpGB8fN31tYyM6pgAAIABJREFUpfnoXMzNocZKX/V+8YtfYHJykq1RDZHOzMzEwMCAqTnSe/MYLiFTODw9/ig1VlohP/LII4iOjmZVFiFKiHROTg7a29vZ8Vej+9MNKd7+USPDjY2NZV9sDz74IDIzM9nPUQ2Rzs3Nhd/vx5IlSxAOhw07EKzGQkZmFhERgfj4eIRCIezZswcLFy40hEi3tLQgLy8PExMThi1fcx0LzUS2kd6EUs8VNxIhBGlpaYiNjUVsbCxyc3Oxbds2RgeSv2YDwIcffsgQcvKKlaqjo2NGc8WNJJ+bQ+lRlBwlR/JRVsDx48cZik8LIq2Xj+r9fKz0j9Jz6noQabrG8+fPo6qqSrFGOUTaKB/VurdVHJ7X650GkabGf+3aNYTDYVRVVaG2tlZBjpIj+ehxTx7KldVYiI4F0YNI19XVYXJyEg0NDXjiiSeQnZ3NfpZyiLRRPqoWbyw0E9lGehPKytwcvQfB6XQiNzeXGetrr72Gzs5OrF27dlrFKkfyUYq72b3N5opT0QdBK7dSI/neeecd1NXVYceOHdPGnsgh0iMjI1xrnEn/qPp1XY3kO3z4MMrLy/Htb38bTU1NuhBp+nc3WyMdF7JlyxauNepNSZAj+U6ePIkTJ07g/vvvRyAQ0IVIR0ZGWhoXwhsL6eHw5MaakJCAw4cPY+/eveyIMK1Y5RDpxMTEOWmbm61sI70JRb/VeeeKm33I5A/C1q1bsXXrVoRCIQWSr7KykiH5HA4HTp06xSoErSrEyoYUz1xxWuEWFBRgw4YNCtapfMOFQqQFQcDZs2eZuWpBpGcyLsRM9IQUnXVlBpEuKSlBe3s7fD5tiDTvhhSdksBbhWdkZCjoVkYQ6fPnz6O7u3taxUrF2zZH/w15YiFRFBEfH68oArQg0pIkAQDKy8vR39/PMlZ19d7b24uBgYEvJR8FbCO9KUUfhJmOC1FL60GgGwA5OTnMWFtaWrB//35ERkZOY53Ko4CYmBj2IMzVRoHWOGU9JB89fSNnndKKVR4FmOWjVtc4OjqK9vZ2xThlPYj0q6++iomJCbS1tbHjoloQaZqPzvR8vVp6sZAWRHr//v0YHBzE8PCwIUSa9+djNC5ELvkUWbm0INKvv/46WltbIQiCIUT6y8xHAdtIbzrR/tEFCxZgbGzMcNeVbhTMxblnp9MJt9uNyclJ7N69G8uWLTOESPf19SErKwtDQ0OGuZk8H+VZo9GDIAgCvF4vRkdHsWfPHqxfv15xEkdescbFxWFsbAyJiYno7+/XrFjl9+YZF8Jb4UZERKC/vx/bt2/Hzp07dSvWyMhISJKEuLg49Pb26o49ofeeiymy8jX29vZi5cqVuPfeexWsUzVE2u12IyoqCr29vYiMjNTtVuD9YueNhTweD7q7u7Fo0SJ873vfU7BOCVFCpCMiIhAVFfWl5KOAbaQ3nejcnKtXr+LJJ59ERkYGqwbz8vKYsVqZK847N0f+IBhBpGtra9HV1QW/34+nn35awTrNz89n97GSWxFCuB4EueFqVaw0b6urq0NtbS3a29vx3HPPGUKkrY4L4e0fpYaiB5FubGzExYsXMTY2hueff17BOvX5lEg+cr2Lg3eKLG8sRM1MzjoFlBDpsrIySJKEl156ibFO6WdSDpEmxNq4EDPDVcdCctYpoIRIl5aWorCw8EvJRwHbSG860Q/Zww8/zM5pnz9/HufOnWPtRPT12spGAe9xRr0HQW6sbrcbfr8fDz/8MLq7u6dBpJOTk+HzTR3B5JkrbtVw9fpH5Ui+iIgI1NbW4gc/+AHjdGpBpDMzM9HZ2cm1kUIstDMZ9Y9SY42JicHFixfxwAMPsP9O3mFBkXy5ublsnLKZ6Pn62cZC1FgTEhJw4cIF3HfffYiKippWsbpcLhYFNDY2suOlZmuci1iIGmtycjLOnDmDgoIC03vPVLaR3mSiD4Kc0jMxMaEAXly4cIHBQoqLi9HU1MSqLXUUYHWuuJWNAjpaRA8iHQwGAQCnT59GS0sLq2LUlTHNR3k2CuhmD2//6OLFi+FwOEwh0iUlJejs7GRrlFesgHY+arRGXhyew+HA4sWL4fF4dCHSNGMtLy9HT08PW6MaIm1lXIjVWGjhwoWIjY01hUhXV1ezKtLnmw6RluejvONC5iIWmq1sI72JpPcguN1u9vAAU8b6yiuvoK+vD5GRkbhw4QJKSkoAYFoUwPsapXe+Xi29B0ELIv33v/8dTU1NSE1NVbBO5RDp/Px87gfBbFyIXFo4PC2I9DvvvIPLly/D5/MZQqQ7Ojq41kjHhWzbts10jYRM4fDUO9BqiPThw4dx/vx5FBUVoampSRciPTY2ZmmKLC/lSisWUkOki4uLcfz4cSxfvhytra26EGmPx4ORkZE5bWfijYVmI9tIbyLxbhQ4HA50dnayjQK6U0urA7mxer1eREREIBAIsN5BLfGaGR0XYvYgCIKA9vZ2LFy4EN///vcVFasaIu3xeOB0OtHW1oaIiAjdo6m8mz2Dg4Po7u425bPSNRYUFOChhx5SsE7VEGm32w1BENDW1obo6GhdiLSVcSEtLS1cQ/va29uRlZWFBx98EAB0IdI0cujo6EB8fLwuRFqdj+rJSizU2tqKxMRE3H///QCggEjLK1a6no6ODkOIdE9Pz5zHQrORbaQ3kdTn6/WkHqfscrkUFevk5CQCgQAaGxtRXFwMAHjjjTcAgGWstNqixmqUj8rFa7jqB0GrYm1vb0djYyOOHz8OSZLw7rvvArjBOqV/J2qshEyNCzFrZ7LaP0rzUSOI9LFjxxAOh3H48GEA0IVIm+WjVLztTLR/VF6F60Gkjx49itHRURw/fhzHjx9nrFM1ko/3c0ZjId7qUZ6PqiHSo6OjEEURR48eRV9fH0pKSlBSUqILkeb9nFmJhWYj20hvIpE56h91uVzIz8+H2+3GyZMncf/99yMxMZFVB+Xl5SgtLQUwRY2ir7X0KJ/Zvc3mivOskSL5IiIicPToUezZs4dFEZR1SpF81FivXr2K7Oxs7nw0IyPD8Dozw6XGGh0djUOHDmHHjh1Yvnw5yy9pFgzcMNampiakpaXN2XwmnikJcXFxWLJkCT744AOsXbsWmzdvVpCj1BDp7u5uJCQkzOl8JrP+UQo4+eCDD7Bs2TLs2bNHwTpVQ6RHRkYQGRlpGZzzZck20ptEs5krbnQdAMyfPx+xsbHM1GjFSk2rrKwMoVAIVVVV6Ozs1IVI05MrPONC6EYB7zjlgoICpKWl6UKkL1++jGAwiPr6ejz33HOKalBdRRNCZjQuRE90nHJBQcE01qkWRLq/vx9PP/00q6jlFav83lr5qNYaeafI0lhIzTqVQ6QJIejp6QEAPPnkkwrWqRoiPZO2OSPJxymryVFqJB/NpJ944glFxaqGSIuiyDVFdrayjfQmkZW54n6/n21EGEnvQaAVK/3gnzt3DkeOHMGmTZvQ1tamC5GOiYnh5kLy5lZ6D4IaIl1ZWYn33nsPmzZtQk9Pjy5EOiUlhSsfpfe20j+qHqeshkjX1tbi9ddfx8aNG9k4DC2IdHZ2NgKBAFc+ajYuRL5GQNvM5Mba3NyMv/zlL9iwYQMmJiYU5CgKkaafDUIId9vcbHF4cmPt7u7G73//e6xduxYul2saRJoaK225+rLzUcA20ptG9EMmiiJretaqVtT5qJ7kc8XN5Pf7kZCQgLvvvhsATCHSoiiyHWMt/JqVueKE8I1Tpvf81re+BUEQDCHS9HpqXlq57/DwMPe4EMLZPyqKIpxOJ+666y643W5DiDQwlZNeuHCBfQGofwZa+ajRGq2MU962bRt7o9GDSANTG6BnzpyBz6cNkaZvKVamyPIa7oYNG9hOvJwcRQhhrFPAvBKeC9lGepOIkCmM2/nz51FSUsI2Z+RTEj0eD3cmZKV/VP0g6EGkDx06hO7ubly+fJkdxdSCSFvZKOjv7+euzOSGqweRPnToEAKBAJqamlg2SCHS8nP4vBtSo6OjaGtrw86dO7nWSA8s0DVqQaQPHz6Muro69Pb2GkKk6Sk3nreU2cRCWhDpo0eP4tKlS5iYmFBApOVRAD3MMDo6yv2WMtNYSAvJd/z4cZw/f/5Lz0cB20hvCskfhLvuuosdexNFUTHXOzs7G0NDQ4iPj+eqjgDzb2s6N8fow0hfp4aHh7F06VLs3buXsU4JmQ6RDoVCiIiI4H4dNXsQKA5v3bp1utdQYx0bG8OCBQvwj//4j4x1Ssh0iLTL5YLT6TQFGtN81GyNdJyyUf8oNdZgMIicnBw8+uijrGLVgkjTtdEz+XoGZBW7aEa5io2NRTAYRFJSEv793/8dQ0ND7OcoiqLCWOlmkNfrRSgU0o1J6BTZuYqFIiIiEAwGv5J8FLCN9KaQ/EHQm+tNrp/N7uvrAzAVwmdlZbHqIDc3V3EOm5CZzRXXk3ycspp1KodIE0LQ0NAAAHj66aeRmprK1qiGSJPrjdRmDwKv4crHKatZp2qI9JUrVyBJEn7/+98rWKe0YpXfWysfVUt9vl5P8nHKWhWrHCJNY4CXXnoJUVFRiqpaDpHm/Te0OkWWxkIxMTG6EGl65PaNN95QsE5pxSo/h8+zxi8jFpoL2UZ6E4h+yLR2Zulc73nz5rGNAlr1qCtWGgV8GRsFRq/CcmNdunQpfve732Hz5s2IjIycVrHKIdINDQ3cxz3pFFCz6/TWKDfW5cuXo6amBuvXr0dSUhJEcWpqJ40r5Ei++vp63aZx9b1ni8OTI/mWL1+OqqoqrFq1Crm5uawrQAsife3aNaSlpc1pO5NRLESRfEuWLEF1dTWWLl2KxYsXsy8pNZKP/lvP9RRZ3lhoLmQb6U0gUZyaK847N2f9+vUMXUfnetMPcUlJCc6ePQsAaGxsxNGjR1nGqiYHWZkrTq73j/I+CKtWrUJKSoopRLqpqQmHDh1ixqWF5KP5KO+4EF4c3rJly5Cbm2sKkfZ6vXjvvfcUGasWRJr3fD3vOOVwOMx2sletWmUIkXa5XHjzzTcVrFOtNVppm+ONhRYsWKBgnepBpB0OB1577TUF61QdBdBNQt62ua8iHwVsI/3Gy2iuuFqiKE6bm6Oe6z0xMYFPPvkE5eXliIqKYsYqCAIyMzOZYeXl5aG/v9/SXHGejQJCyLQHQQsiffLkSZw6dQqJiYmGEOlwOGx5XMhM+ke1kHwXLlzA4cOHkZGRMY11Ko8CIiMj0dLSgq1bt5qukVzvH+XF4cn/bbQg0tXV1Thw4ABycnLQ2tqqYJ3Ko4Dk5GT4/X6uKQBWYyG1makh0n6/Hy+//DLy8vIwMDCgYJ2qowCefJTe+6vKRwHbSL/xsjJXnOdBcLvdGBwcRFJSEh577DHWQkOrg9LSUmascm6oEUSazhWfK9CE0+nE4OAgIiMj8dOf/hSSJOlCpOkaQ6GQIURano+aiVxvZzLqHxUEAb29vXA6nfjxj38Mp9PJyFGEEAWdPyoqCpIkYWJiAj09PdPIUVTyfNRMdD6T2YZdd3c3AOChhx5CVFSUbsXq9XoxPj6OiYkJtLe360KkrbTN8cZCtLn+u9/9LpKSknQh0i6XC5OTk+xwilbFSvVV5qOAbaTfeFk5X8+7UeD3+xmVx+12o6CggLEa5cZKzergwYP44IMPkJmZqWi3og8x72sUnSvO87olN1zakaAFkab9q8eOHcOxY8d0IdK87UwjIyPo6OjgNgp5/6iaHEWNtbS0FCMjI+z8uB5Emr6um62RGolRl4J8jfJYSAsiTb9AW1tbUVlZicrKSl2INM1Heb80eWMheT6qB5G+cOECyPUOi6tXrypYpz7fDSQfzUd5vpDmSraRfsPV2Nhoaa44Lw5P72Glxurz+VBWVoYVK1Zg1apVrNJSQ6R9Ph8CgQBiYmK481GzNZqNU5ZDpCsqKlBYWIgdO3awCkYLIt3b2zun40LGxsbQ2tqKHTt2aP6+HMlXWVmJnJwc7N27l61RDpGmSL6xsTEAMAWa8JyvB/jGKdOKsaqqCikpKXjkkUcU1aAcIu3z+bib3Gk+ymu4RuOUqbFeuXIF0dHRePzxxxXN93IkH+2nBr66fBSwjfQbLZqPhsNhvPLKK4rzxOpNC0KszRU3+5DRuTnUVOn1cog0pfNTiPSLL76oqAbVr510o8DKuBAjyccpqytWPYj0H//4R0Vju/p4LLHQzsSzRto/unXr1mkVKyVHkestYcPDw2yN8opVjeTj/UKyisNbsWIFM1Y9iHRvby8A4Pnnn1f8HNUQad5/QxoLmV0nj4Wio6MVrFM1RLqhoQFer9e0i2MuZRvpN1gtLS0IhUJYtGgRBgcH2Vxvp9OJ7Oxs9iHOysqyNFd8NhsFaoh0W1sbXnjhBSxcuBDj4+O6EGk6yZFno0AURd1xIerrtNaoRvINDAzgmWeeYbBpPYi0z+ezdL6eF4enxR9VI/nGx8exb98+FBQUICoqSsE6VUOkCSGzPl8vl1EsJIdIh8NhNicsKSmJvWYD0yHShJA5nSJLYyGtv4saIv3MM88gKyvrK8tHAdtIv9GiH7K9e/ciKioKY2NjiimJ1FgdDgfC4TCGh4fR0NCA3NxczTYbulHAMy6E90Fobm4GANxzzz1ISkpSkKMIIQpjBabyritXrphCpK2MCzHjjzY1NQEAtm/fjpycHEOINABkZmbi0qVLyM/P1/3CIYRMIw3pXedwOLhe1yVJwsaNG1FYWGgIkQamvgDKy8s1K1b5vec6FgoGg1i9ejXb1NSDSANT3Qvnzp1jFatWt4QoinPePzowMPCV9Y9S2Ub6DRadm0MfhIiIiGlzvf1+P86cOcM+xFeuXGEPLq0OqLFamSsuiuK0ueJ6a5Q/CHJy1I4dO5ixnjt3DlevXmVfBIA2RNosH1Xfeyb9o3oQ6dLSUlRWVqK7uxvvvPMOAG2I9NjYGNra2rB9+3auNWZnZ1vG4WlBpHt6elBeXo5z585heHgYH374IQBtiHQ4HDbNR+VrnGkspAWRvnjxIo4dO4ZQKIQjR44AuME6VUcBhBAUFBRwvaXMZSw017KN9Bsqmo8aPQherxeFhYW4cOECUlJS8Nhjj8Hv97MK4fTp0zh16hTbnKFVqhlfk3euOM2tjB4EaqwVFRWIjo7Gr3/9a3ZcVAsiTZvBzaDLdFwI7yA3o9d1iuTz/v/svXl0HOWV//2tVqvV2hdrX6yW5QVjG9kIsLHBYMDsxCQwGQgJMwnJkJwfSSZv5rwz8/4/Z2KSsCRhDSHYAQIYm2DwisGbbCPLlmTJlm2ppa7SZu37vtX7R+uWn6qu5Smrbcv8+p7jE1Aa96Puem7d+j73fr4REXA6nfj1r3+tqga1EOnExETIsmzZo0jtTDz9o5IkmfaPEpKP/v+f//znGB4eVlWsLEQ6JSUF4+PjSEpKMp3Dp6cUXlkoMTHRVBaKi4tTbho//vGPFeI+PaGwEOmMjAyFDTE1NWV4Q7SLXeSRhYIdoUQ6S8POQQFtBEqsbMXKSgE04/7aa68hKytLVbGyFZOdgwLWV9woaCMQlZ9lnU5MTKjm8H0+HwDgnXfeUbFOtUg+3sdRsgvhaTSndiaqXo0g0l6vFwDw8ccf48svv1SqrNzcXBWSj3e+nlrOeKpw0kcJWmIEkaZH7N27d+Pw4cPKGqlipYRkd77+UmQhI4g0rbGoqAglJSWGEOnu7m5uuxBeWSjYEUqkszSCcVBAvt7z58+HLMvYuHEjsrOzkZ6eDkmScOTIERQVFSkVKyUtn8/HpY/ytgqRbqX3OmpZmTt3LtauXYuXXnoJ8fHxyM/PD2CdsonV6/Vy2YXw3hTM7JS1EOk333wTAHDDDTdAnG5q14NINzY2ctuF8PaPNjY26k5xaSHSf/vb39DT04M1a9YoNyk9iDSdwlu9d1tbW1BkIRYiPTY2Bp/Ph/vuu0+5AehBpKnjguc645WFgh2hRDpLQ6uPmr0O4AdNsHrW2NiYSgo4evQoioqKAPhPQqnaMoJIi9ON1MHyFe/t7UVvby9WrVqlbAYtRLqsrExJrC6XC3v27NGtWNn3tjNfb7VGVh+ldZpBpMPCwrBr1y6l0tKDSGv1UaOgKTermyv1jy5fvhw33nijinXKSgGUWAVBwO7du1UuAtqKjvfGTrKQnf5RtmI1g0jv3btX+Rz1INK83+HliFAinYVxKb7ivAcF7AXucrmUihXwJ9bKykp8/vnniIiIUBKrHkQ6PDyc+6BAFPl8xfUSrh5E2uv14oMPPkBMTIwqsepBpOlxndcuhMefSfu4rgeRbmxsxF//+lfEx8cHsE5ZKSAhIQGiKCoaLc/ncyn9o3pIvs7OTrz++uuIj49HQ0ODqmLVQqRFUbwsLrLa30ULke7r68Prr78Ot9uNnp4eU4i0KIpXRR8FQol0VgbZhURHR2NiYsKwxcaOrzjPRnC5XEpz/Q9+8ANER0cbQqRTU1MxMDCAyMhIjI6OGiYBOwcFomhtpxwWFobx8XEAwGOPPYa0tDTV4RWL5EtOTkZHRwfS0tIwODhoSjUSRT67EJGjf1QQBIyNjUGWZTz44IOYN2+eIUQ6Pj4efX19yM/PR09Pj6mcQv5MM3WRZdc4OTmJdevWYcmSJSrWqSiqIdIjIyPIyMhAW1ubinWqt8Zg9o9OTk5ieHgY69atw80332wKkZZlmQucczkilEhnYdBFduDAARQVFen6egP27UJYX3GjYDeCIAgBEOmGhgZIkqScEB8/fhwlJSWGEGkzfVTvvXkTLumjpEHqQaSpwjp9+jROnz5tCJEmfZTXLoQHhyeKF/mjZhDpqqoq9Pb2wuv14uWXX0ZCQoKqGqSEZMdFlmQhOzg8LTmKRfKdO3cO1dXVaGpqwmuvvWYIkaab5vz587m+w5iYGNuykBFEurq6GhUVFVfEn0kvQol0FoY4Pe559913K3dera+3x+PBwMAAgJnP11PQRqAJIG2wdP7u7m6MjY3h29/+tqJp6UGkqcK1WmNvby+6u7u5jdyMcHgsRJpapL7//e8rlbUeRJp3Npvm683sQtg1Gtkps4l1aGgI9fX1+NGPfoTm5mZDiHRMTIwtF1k7spCenTKbWEdHR1FdXY0f/vCH6Ozs1LU9yc3NxZw5c2zpo7w3TTNZiJB8ExMTqKiouCr6KBBKpLMu2I1w3XXXKVXk8PCwaoKEEisAbNu2TakQ9KZteB+jyFecZyNIkoS8vDxVxaoHkZ6amgIAfPrpp0qVpQeR5l0jJUcePqs43QpDf7QQaUmSUFFRgbGxMQDA559/rqpYtbqz0binNsbGxtDc3Mxt2peZmakkfyOI9NDQEABg165dymQYVaxsMrLjIssrC1H/KGnV1NuslQIIyffFF1/A6/UaQqRJH+W9sQdLFrqcEUqksyyMNkJkZKQqsQ4ODuKll15CUlISRkZGlMTK+np7PH7ACW2EYB4U6OHwtBDpsbEx/OEPf0BkZCScTqcuRJoSK+9G4D2ZNeof1YNIv/rqq5BlGQkJCaYQaR59FDC3C2HDyE5ZDyL9l7/8BX19fcjOzlZBpFnbE8906xpg/QRgRxYSRVFXFtIi+d577z00NjZi0aJFyiADEAiRppFdq/cmWYjncZ1XFrpcEUqksyx4T2Z7e3sxMTGB2267DcuWLcPw8LCCFpMkCQcPHsTBgwcRFhaGqakppKamQrSYDxdF0ZavOE8yGxwcxNq1a3HLLbeoWKeiKKog0g6HA3FxcaipqVGxTvXem6d/lJfjOjY2hq6uLtx555244447VKxTUVRDpJ1OJyIjI3H+/Hnlcdtojbz9o7w4vNbWVhQWFuL+++9XVazUe0mJ1el0IiIiAtXV1boVK7tGns/HjizU3NyMhQsX4tFHHwUAQ4h0WFgYwsLCUFNTg4mJCUOINO91ZkcWulwRSqSzLOz65tBFFhkZqfj3AH49T5IkVFVVoaKiAq2trdi0aZNSUbFSQHh4uK2DAkmSLumgwAgiff78eRQXF6Onpwd///vflYpVDyI9E7sQo9+FXSPLOmUh0rW1tdi/fz+Gh4exdetWADCFSBvpo9o18vSPNjc3q/RRvYq1o6MDdXV1ymz79u3bAcAQIi1JkqE+ql0j+/kYBclC7Ov0INKiKGLHjh0QBAF79uwBAEOItCRJXHYhV7N/lCKUSGdRkD5KLEizsNoIbrcbixYtQk9PDyoqKvDTn/5UxZY8dOgQZFlWEmtKSgqGhoYsqyi7c89mG4ESa39/PwDgRz/6EcbHx5UKRguRzszMREdHB7eux4vDM+OPUmIljfLJJ5+E2+1WKi0tRHru3LlobGzkPl3nsQuxqh4JIj06OoqpqSl85zvfUZ5AtBDpuLg4zJ07F3V1dVi4cKHpHD6tMSEhgVsWMqtwExISkJOTg4mJCTz00ENYsGCBcj1qIdK5ubnKDckqrrY+CoQS6ayKS/UVNwtRFJGQkKCcEi9cuBCAv2JlpQB6fN21axcqKysVbVDb6nM5fMVpI2RmZsLhcKgqVhbJR2OYBw4cwPnz5w0h0oODg2hra+NOuLw4PBoOCA8PN4VIy7KMEydOwOfzGUKkjfRRo/dOS0uzZaccHR1tCJGura3FxMQEqqqq8OKLLyrrYytW4OKh4uVwkfVMT3kR6xRQI/nq6uowMjKCuro6PP/885YQ6asxX89GKJHOouDVrez2j+ptBLfbjYULFyqJ9cMPP4QkSVi+fDkkSQqASNOF3NHRASC4vuK0EbSP61qI9Pbt21FZWYnVq1ejvr5exTplpYDh4WGuNQ4PD6OlpYW7f5QlaFFokXxffvklioqKcNddd6GxsdEQIu1wOLj0Ueof5XWR1ZOFtEi+I0eOYN++fbj77rvR0tJiCJGOiYnB8PAw93XG0wxPspCenTKL5CsrK8P27dtx9913o6urSwViYSHSycnJV10fBTgTqSAICQDeArAUgAzgRwDOA/gQgAeACOC7six/hQXiAAAgAElEQVR3T7/+vwE8A2ASwC9kWd4z/fNCAO8AiASwE8AvZTKBCQVE0T8XXlZWBs/02JveoymvJkS+OTwboaGhAQsWLMC9994LAAEQaULy0cEQ9ewZQaR5tbW+vj50d3dzGbk1NDQgLy9PAYtYQaTPnDmjuJvqVXOXYhdiFVThUq+pFUS6qqpKOczRw9Np9VGjIFmIh3JVX1+POXPmKL+PFUS6qqpKWYMeRLqjoyOoLrLARVlozZo1ymv7+vpUUgALkb6a+ijAX5G+DGC3LMuPC4LgAhAF4P8D8KUsy78RBOG/APwXgP8UBOF6AE8AWAIgE8A+QRAWyrI8CeA1AP8G4Gv4E+n9AHYF9Te6RoP6+sLCwvDll18CuOjrTVUZJVZR9PuK8x4UWF3gehtBDyItSRK2bt2KsLCwANYpKwW4XC6IIp+vOG/C1bNTNoJIb9myBZOTkyrWqR5Emh7XefyZePtHtXbKRhDpLVu2YGhoCOfOnVNO3PUg0rzf4UxkISOI9Mcff4zOzk40NzcrHFGCSNMfshwBZmYXog29x/W4uLgAiPS2bdvQ0tJyVebr2bBMpIIgxAFYC+BfAUCW5TEAY4IgbABw5/TLNgE4AOA/AWwA8IEsy6MAfIIgeAHcIgiCCCBOluVj03/vZgCPIpRIAVzsH92wYYMitNOdl02sOTk5ymPU5OSk6WEK6aPBaGeKiIhAcnIyxsbG8NBDD2HZsmUqjVWbWNva2pCamorx8XHT02vegwKeKtzpdCIlJQWDg4O46667cOutt6rIUVqIdH9/P5KSkjA+Pm6qkYo22pms+kcdDgdSUlLQ19eHW265Bffcc4+KHKVF8k1MTCAuLk7hCxiFXQqY2esIcNLb24slS5bgW9/6lop1qoVIOxwOuN1uTE5Omh5e8SZcXlkoLi5O6We26uK43MFTkc4D0A7gr4IgFAA4CeCXANJkWb4AALIsXxAEgW4JWfBXnBSN0z8bn/5n7c8DQhCEf4O/crVsDfmmhPagYMmSJUrVQL7eoijC6/VicnIS1dXV2Lhxo8rXOzMzU0msdg4KJEmyfVBgBpGura1V/n3jxo2mEOlLtQsx+11ojWzFCqgh0nV1dWhtbcXQ0BCef/55pKWlKdWqFslnZ75eEARb/aNa1ikLkRbFi0T5l156ScU6pcMa9r3ttM1ZVYWsnbKWdcpCpEXRzzSQZRmvvvoqYmJiVGtkIdKiKCI6OlpXH9VbI48sRC6yVzt4EqkTwI0Afi7LcrEgCC/D/xhvFHq3I9nk54E/lOU3AbwJADfddNP/FRqqKPrn6/U2Avl6X3/99Th27Bj27t2Lhx9+GK2trZAkCV999RWAixUrPRba8RXnPSgw2ggsRDo5ORmffvopHnroIfT09ARApAlwkpqayr0RRNF4vl77OqP+URYinZaWBkmScP/992N0dBSiKAZUrLm5ucjKykJTU5Ot+XpeHJ5ekcAm1qysLFRXV2P9+vVwOBwQRVHFOqXESk8wPG1zJAtdqossoIZIz507F6dPn8Zdd92F6OhoVXIF1BDp2tpaLn002LLQlQieRNoIoFGW5eLpf/8Y/kTaKghCxnQ1mgGgjXk9e0vOBtA8/fNsnZ//Xx+sr7hVSJLfTpntU6SKlapWSqwAUFpaqtCXsrKyAqQA8hUP9kFBZGQkCgsLldfqQaRpDr+8vFzxNp87d26AFKCnjxqFKIrc/NGwsDAUFhbC6XRi7dq1ARBpls5fWVmpPBLrQaSpVYvVR80+Hzv9o8uXL0dUVJQlRPrs2bPKoZC2YgXstc1R/yivS8KSJUtUrFMjiLTX68XHH39sCZG20zZ3NftHKSwTqSzLLYIgNAiCsEiW5fMA7gZQNf3nXwD8Zvp/P53+T7YDeF8QhBfgP2xaAOC4LMuTgiD0C4KwCkAxgKcB/DHov9E1GDP1zWErVgAYGhrC+++/j/b2doyOjmL//v0A/BUZVawkBdg5KODF4eklXD2I9JYtW+Dz+eByuVTkKFYKmDt3Lrf+NzQ0hLa2Nu5EoeWP6kGkP/30U5w+fRqJiYmmEOnW1lZuu5CGhgauLgU9lwQ9iPSePXtQXFyMjIwMXYg02xZmZ76et39Ua6esB5EuKirCV199BY/HYwqRdjqd6O3t5b4h8chCVyJ4T+1/DuC96RP7OgA/BOAA8JEgCM8AqAfwTwAgy/IZQRA+gj/RTgD4P9Mn9gDwM1xsf9qF0EETgODPPUdGRqKrqwuLFy/Go48+iqGhIdXhFZtYIyIi4HK50N/fj7i4ONM5fCB4vjkulwtdXV3Iz8/Hk08+qbBOaY1sYo2KioLD4cDg4KApRNqOXciFCxdwxx13mL4uLCwMXV1dyM7OxtNPP61inWoh0pTsiC9gpFXama/nsVMWBAGdnZ1ITk7GU089pWKdiqIaIk0V8MDAgClEmtVHzYK1CzGrHgVBQEdHB6Kjo/HEE08ACCRHEZKPnkYGBgZMIdKzSR8FOBOpLMvlAPRWfLfB6/8HwP/o/PwE/L2ooWBCki7dV1wv2tvbVf2jUVFRWLx4sVLJUmKVJAklJSWYmprCO++8o1SsehBpM330Utao3Qgs6xRQQ6SPHTuGqakpZQ5fa3tCiVW0GPek4E242v5RlnWqhUgTfOUf//gHABhCpHlvmnZcZFlZyAwiXVRUBEEQsHfvXuzdu1chR9EfSqy83yHJQrwVLvuUYgSRPnz4MMbHx1FUVISioiJDiPRsmK9nIzTZdJVjamoKoija0kdnclAAXEysKSkpKC4uxn333ad4B+lBpHNzcxW+ZLB8xa02AiXW9PR0HD58GHfeeSdycnKUCoZF8lFira6uRnZ2tqU+KkkSNw7PrH+UEmt6ejoOHDiAlStXYsmSJcoa9SDS9Lg+0/l6CitZiBJrSkoKDhw4gIKCAqxatUr5rvUg0m1tbYiNjQ3KfD1gbafMQqQPHTqERYsW4d5771XWyFasBJHu7++Hy+WaFfooEEqkVz2of7SiokJpVvZ41L7ewMx8xc1eBwALFy5EUlKSIUT64MGDAIDz589j06ZNSoVgBJHmPSiIiIiw3Ai0xvz8fGRnZyusUyOIdE9PD/785z8rVZYRRJp3vt7hcHDzR+fNmxfAOmUh0qdOnVL6QV999VWVxqp9GhFFkctF1q4slJeXF1CxGkGkX375ZVU1qEXykT4aLBdZVhZiK1b6/1gpoK+vD/Pnz58V+igQSqRXPegiW7x4MZqampS+wYiICBVaDEBQfMXZkCQp4KAACIRIFxcXY/fu3Vi2bBlaW1sNIdIxMTHcvuKUcC+1f1QLka6srMS2bdtQUFCA7u7uAIg0i2gjO2WezycrK8sShydJki4OTwuR9vl82Lx5MwoKCjA4OGgIkc7OzlbslHnWOBNZSIvka21txeuvv45ly5ZhcnJSxTolJB8lVx59lNYYHR1t6SJr9pTCIvn6+vrw4osvKnCb2RChRHqVgzbCt7/9bQB+Kw2669KjFwCleuro6EBzc3NAxUph11ecx065ubkZ0dHR2LBhAwRBMIRI03qowjGq+vr7+9HV1cWNmuPB4TU1NcHpdOKRRx5RnEYJIi1JkgrJR/zO6upqQ4g0jXuuWbPGco0iZ/8ozfbfd999iIyMNIVIA34N8vTp08pNShv0lEKe8GbBKwtRMrvrrruQkJAQAJH2er0Kkg/w08BKS0vh8ajJURR27UKCIQtdjQgl0qsYer45sbGxWLZsmbI5+vv7IUl+29n+/n4cPnwYhw8fRkREhGqqKSMjQ2naBvgOCvR8xbWhtxG0EGlKrF9++SU6Ojpw8uRJnDx50hAizbtGI7sQvRA1/aNGEOmvvvoKjY2NOHfuHM6cOaO0E7FSgNvt5p6vp/7RlStXcq2RtVM2gkjv378ftbW1aGxsRF1dHQB9iDRv2xw9pVyKLGQEkT548CDOnDmDrq4ufPbZZwD0IdJ27EKCLQtdyQgl0qsYPDi82NhYLFmyBDt27EBBQQHWrVun0i9ramoA+A9ncnNz0dvbi+jo6BkfSFHwbARKrLt378aiRYuwYcMGpWIVxUCI9OjoKMLDwy07AHgrD7JTJiqUXlBinZycRG5uLp566ikVOUoLkRYEQQEmmwVvO9PExAQaGxtN23UosQL+PtVnn31WpbFqIdJUSVs9MtuxC7GShegzEQQBsbGx+Pd//3cVOYqFSMfGxirXYWJioukcPm/bHDC7+kcpQon0KgZvMmM3QmxsbICvNysFEC/0+eefDyBHsRce6aPBOijo7e1FT08PVq5cGcA61UKkW1paAAC//e1vA8hR7Dy7OD3uaWe+3ixGRkbQ0tKC22+/PYB1ykKk6UYFAC+++GKA7QmL5BNFPruQpqYm23bKehUrC5Gura0FALzxxhsq1ildJ+waAesDKbuykMfjUSAsRhBpQt299957Ktapx6NG8vF+h3ZcZK9khBLpVQxR9PuK8x4U6F3gMTExSmJta2vDa6+9poxmiqKIffv2AfBXrCQF5ObmwufzcR8UmPmKa9eotxHYxNrf348XXngBy5cvR2RkpClE2ufz2bILsbKlMHtcZxPr2NgYfvOb32Dp0qVISkpS+m2JdcpKAXV1dcjIyJjRfD0bZv2jLJJv1apV2LhxI+bNm6cQwYwg0jU1NUF1kSVZSO91LJKvsLAQL774IlJTU3HddddBFMUAiDSt0ev1wu12W+qjvGu80hFKpFcpLsVXnHcjrFmzRjmJHxgY0EXyAX5poaioSKlYtQnrcviK0xpvvvlmJfEZQaQBf6VIo4VmEGntuKfRe9vpHy0oKFAGBMwg0tHR0di9e7dSbelBpCVJUumjVp8Pj0vC2NgYlixZgqVLlyqsUyOIdEREBD777DMlcelJP5IkcbXN8VaPPT096O/vx+23346bbrpJYZ2yUoAoigqSz+l0Ytu2bcoaWXIU+/nwuMhe6Qgl0qsUwfAV1wbh8NiNEBMTo0LyDQwMYP/+/SgtLcXk5KQpRLqvrw+9vb1cJ9eSJHElXEmSAjaCHkSaJltcLpcpRJqsinntQnhxeFr+qB5E+sSJE9izZw9iYmJMIdLh4eFoaGjg7lK4VByeHkT6zJkz2LZtGxITE1WJVQuRjo2NhSiKWLBgAddN81JcZAF9iLQkSdi0aROSk5NViZUg0mxinY36KBBKpFct6CKLiooyFeHtHBSIorWdckxMDMbGxhATE4PnnntONYcviqIqsVJCJmiv0SO2HV9xUbTG4UVERCgHUs8++ywmJiYMIdJUebtcLoyNjRn2fNJ8vR0cnln/qNPpxPDwMARBwA9/+EOEhYUZQqQJ0Ez/jVFVyuqjPGu0slMmPgEAPPHEE4iNjTWESMfHx2NoaAgOhwN9fX2Gh5WXYhdiJgsJgoDe3l4AwIYNG5CWlqZinbKJNTo6GoODg7NOHwVCifSqBR1S/O1vf0NkZKTqzpuamqqC4QKX5iuuF9qNoCVHsRBp0rK2bduGzz77zBAizbtGOwcFbP9oWFiYIUSagBx79+7Fvn37DCHSduxCmpubuUz7CIdH+qgRRJqS1ZEjR3DkyBGFdUrfOU0v0ZSb1RpnIgsZQaTpcywrK0NZWRkSExNV1yT9911dXYb6KBuXKguZQaRPnTrFNdt/NSKUSK9C0EZYsmQJ5s+fr9x5z549C8DfTkQX8Pnz5235iltdZFYbgU2s1LBeUFAQwDplIdINDQ1cfX282pqVnTILka6trUVycjJuu+02pdLSg0h3dXXZGve0WqOVnTILkSZd78EHH1TWyLJOKbGS+2kwXWTNZCEWIt3Y2Ijh4WE8+eSTynettT1h12W1RjsusmayEJtYL1y4gLa2tlmnjwKhRHpVgjbCwoULsWzZMoVsTjR52mznzp0D4B81/PDDD1VjjnoivFYf1Qvewwx2I2hZp6wUQIlVEAS8++67KnKUVgoQp8c9rTaCnf5RslNmWadsxSpJkgoivXnzZlUrk/bxXU8f1Qs7/aOkj2pZp6wUUFZWpszhb968WdEu9SDSvN/hpchClFhXrVqFqakphRxF1+PIyAgAfzsTrZGtWLVrtHrvYMtCVytCifQqhNFFRkRySqxerxfvvfcesrKy0NraqiRWt9sdIAXw6KOAua84zxq1SL6Wlha88cYbyMnJweDgoIp1ykoBWVlZEEX++XojuxDt76K3RrZiBaC0XOXk5ECWZUOINLURWemj9N48/aNGdspaiPTY2Bief/55pKenIyIiwhQiLUmSpT4KzFwWcjgcKoj01NQUfv/73ys3bDOINOmjVgMN13r/KEUokV6F4N0InZ2dAIBvf/vbSEhIQG9vr6oapMRKhzOTk5NoaWnRrVgB+7oVz0Zoa/M7zDzwwANIT09XsU5FUVQl1omJCcTHx6O+vh6ZmZmG7Uq88/WSJHHxR2kAYN26dcjLyzOFSMuyjKysLHi9XuTk5Bj2h4qiaMsuhMdsbnJyErfeeiuWLFliCpGmk++qqioV61QbdtvmrJJZd3c3hoaGsG7dOuXE3QgiLQgC4uLicOrUKXg8HsMnJVYfNYvZOF/PRiiRXuGw45sjimo75fj4eJWvNyXWEydOKPYNZ86cgdvtVpGj0tLS4HA40NXVZctX3O5BAaAPka6vr8fJkyfh9XpRV1eHuro6Q4g02YXwHKSI4qXh8Iwg0uXl5Th9+jQuXLiA9957zxAiTeOevI+jaWlp3P2jlCiMINKVlZUoKSlBV1cXtmzZAkAfIm3HRdauLERrNIJInz17FgcPHsTQ0BA+/dTvQGQGkeadr+eRha5WhBLpFQ4eX3GAz06ZEmt1dTXi4uLwox/9SKWx0ngeJVaq8KweR+0eFJhthKioKFx33XXwer1wuVz4xS9+oaoGWYh0Tk6OogdaaZSsPmoVlHCN+kcpsYrTnRS/+tWvVJWWFsmXmJiIyclJy0qY7EKC0T9KibWx0e9o/txzz6nGg7UQ6dTUVAwPD1uO1/K2zdEazVwSKLFeuHABAPDMM88AgPJdayHSmZmZ6O7uxtKlS01bAOm9Z2P/KEUokV7h4H2MIt8c3oOC/Pz8gIq1r69PJQV0dXUBAN5++21VMzZVrHbXaMc3hzZCdHS0inVKEGlap8/nA+A/zCByFFuxUhCSzmqNo6OjuHDhgmIXYrXGrKwsxMTEICYmxhAiTbT2rVu34ujRo8oatRBpu/P1vJSrpKQk5UnFCCJNss+uXbtw4sQJQ4g06aPBdJElWYja+Iwg0sQKOHz4MCoqKlQaKwuRtuMie7UilEivcNBG4D0osLrAOzo6DO2U4+LiFCSfLMv4/e9/j4SEBMXT3QgizauP8iZcs42ghUi/8sorCAsLQ15enqpi1UKkSR6wqgrt9I8a2SlrIdJvv/02BgcHsXTpUt2KldZI1aPVE4BdF1k9WUgLkf7ggw/Q1NSk2IoYQaS7u7sB8LXN9ff3c2mURo/rWiTfp59+iqqqKtx1112or683hEiPjo5yrfFqRiiRXsGYmpqCz+dDdHQ0SkpK4PHo+3oD/L7idg4KBgcHceeddyoVpBFEGvBPQB07dgweT6DtCfvedubrrdY4NDSEjo4O3HXXXcoEkhFEGvDfAIgVYKSVkj7K087Ea6fc3NyMW265RcH2sRBpUbyI5AP8kgWt0QgizXvTtCML1dfXY9GiRVizZo2KdUprZBOrw+FQVdZ6EB078/W8slB9fT3y8vKwcuXKgIpVC5F2Op2WMsXVjFAivYLR2tqK8fFxjIyMYOfOnQD8DfDsIw2N04kin6+4kV2INvSSmR5EuqqqCrt374Ysy/jiiy8AwBAizatbSZKkaxei9zrtGrUQ6ZGREXi9XmzduhXh4eE4dOgQDh48aAiRtjNfLwjCJfWP6kGk6+vr8d577yEyMjKAdUprzM3Nhdvttm0XwtMBoLVT1kPyNTc3Y/PmzXC73SrWqR5EWhTFy+oiCxhDpDdt2hSAgZxtEUqkVzDoIvvpT3+KyclJ5c7r8/lw5swZAP7EmpaWhuHhYUsYLq+vOL231UaIjY1VNL6nn35awdzROlmIdFZWFrq6urBgwQJMTU2ZXuQiZyO1yNE/6na7laT42GOPIT09XVWxshDpzMxMNDU1YdmyZRgfHzdNpqLIZxdCCdfscT08PBzh4eGQZRkPPPAA5s+frwuRBvyAk7a2NsybNw8jIyOm7VQkCwUD2u1wOBAREYHx8XHcf//9WL58uYp1evr0aRVEuq+vD2lpaRgYGDCVpSTJ7yIbDFlIEARERkbO2rFQNkKJ9AoG+eZQX19SUhJuvPFGyLKM7u7ugEfs/fv3o7i4WFWxEp0cmJmvuNkaaSMIgmAIkaY1FhcXo6yszBAibeegQJIklV2IUYjiRRye0+k0hEhT10JlZSWqqqoMIdJm+qjeGtPT0231j5pBpM+fP4+pqSl4vV5s3LgxwPaE2qZorJgmzKzWaFcW0iNHUWKtqalBZ2cnGhsb8cILL1hCpHkPpL4J/aMUoUR6hYIOCvQ2giAISEpKUhLrhx9+iKamJqxbt05JXKyvNyVWIvvw6KN2DgqMNgILkf7ss89w+vRpPPzww0ri0kKkPR4PJicnAVg/jg4NDVnahVBQwtXTRFmINGl/jz/+uJK4tBBpj8cDl8vFrY82NDTg5ptv5lqjkZ0ym1jDw8PR0tKC7373u2htbTWESMfFxWFkZIT7dH2mshCbWN1uN0RRxOOPP670LutBpFNSUoJuFyKK+i6ysy1CifQKBc0982yE+vp6LFy4ECtWrMCKFSsgy7Li601SACVWQRCwb98+ZWOyFSsFr7ZmxzeHEi6rsWoh0pRYAeDAgQOqilVbddqxC7lw4QLuuOMOrjVmZ2erWAGjo6MqP6nDhw9DlmUAwMGDB1FfXw+PRx8izTtfT/2j5Mlutcbk5GTVEIMeRJpuSEVFRWhublZuptpGfz19VC/syELUP3r99ddDEASlYiVylCiKOHPmjHK6fuzYMbS1tSlr1EoRdtrmeGWhqx2hRHqFgleE1/PNEQQBiYmJSExMVBJrd3c33njjDURFRaG5uVkhR0VFRalamVJTU5WNMBNfcTaMNoIeRPrNN99UGJdmEGlRFLnbmXjWODo6iubm5oD+0YiIiAAk31/+8hcMDw9DlmVTiDR9PlZJyswuhA16XNfaKetBpDdv3oyOjo4AiHRaWpqyRvKa5/l8ZioLseQoQvJ9+OGHqKurQ1paGqqqqgwh0rzX2bXQP0oRSqRXKEgfDcZBgSAImJqawtjYGO69914UFhYqFSv9YZF84+PjSE5ORltbm4p1qvfewfQVFwQB/f39uPvuu3HbbbepWKeiqIZIkytlc3OzinWqt0Y7diFWSc/hcKCzsxOrVq3C+vXrVeQoURRViTU8PBzR0dFoampSsU711ghYJ1ze/lGHw4H29nYsXrwY3/rWt1QVqxYiHRERAZfLhQsXLsDlculKC+waeWQhHjtlh8OBtrY2LFiwAN/97ndVFasWIh0REQGHw4HW1lZTx1veG9dsiFAivQIxE19xs9cBFzdCQkICli9frty9KbFWV1fj7NmzaGlpweuvv65inVLFykKkg+krrl2jEUS6trYWpaWlGBsbw9tvv61UrEYQaTvz9VbtTFr+qJYcRYm1rq4Ox44dw+joKN59912lYtWDSIuiaKiPmn0+RtHW1qbC4bEVK3Cxt9Xn8yldCx999BEAGEKkRVG85LY5vdDKQnoVK43dEnqR5vCNINLXij4KhBLpFQk7+qgkmfuKU9BBgZFvDiXWqakpnD17Ft///vfR39+vVIQ0QkiJNTU1VbFT5nnvYBwUUGJ1OBwoLS3Fk08+iYmJCUOIdHZ2NrddCI17WuHwRIt2Jkqs4eHhOHbsGB577DHl8EUPIj137lxIksTdpWCnf9QomRGy0O1248CBA3j44YeRkpKirJGFSKempsLj8bt22tFHZyoLEZIvKioKe/bswfr16zFv3jzdipUg0nV1dVwUsNkQoUR6BYI2wr59+1BbW6tUg4mJiaoLmfRRXt0qLy+PeyPQpmErVj2I9IEDB5RE6fEEQqTt2oXwtjM5nU7MmzcPTqdTFyJNPaKA/zCjqanJECJN7Uy8pn28/aMAkJ+fj8jISKViZZF8oiji2LFjkGUZpaWlaG1tNYRIUxeHVh81eu/ExERuWSg/Px8JCQmGEOnS0lJMTEzg7NmzeO2111QVKwtNoeuM9ynFjiyUl5enYp3KsqySAggizdMhMRsilEivQIiiqBwC1dXVqXy9Kal6PB4F2GFVuZKvOO/JrN5G0EKkt2zZgpqaGixevFiVWIkcRWsk/qhVsh8cHER7ezs3iEOvnUmL5NuxYwdKS0uxYsUK1NfXG0Kk6eDIao3Uz8lbhevZKWuRfPv378ehQ4dwyy23oKmpyRAiHRYWxqWPBkMW0kKkjx8/jl27dmHVqlVoa2tTkaNYiHR8fDz6+vos10jvPRNZiKa+KLGePn0aW7du5Xrv2RChRHqZg90I3/rWt5SxN7rzsonV6XQiPDwcdXV18Hg8SEpK0r0w7ehWvBvhwoULyM/Px4YNGwD4Wae0RpFpbg8LC4PD4VAeibXkKAo7diG8/aPNzc3IycnBgw8+COAi65SqQUqstJ76+nplUkpPU7VrF8LTrtPU1ITU1FTcf//9AGAKkaY1ut1uQ4i0HbsQXlmooaEBsbGxuPfeeyEIgilEmtYYHR1tCJHu7e0Nev8o71jxbIlQIr3Mod0IgiAgJSUFKSkpuPnmmyHLMjo7O+Hz+bBnzx4AwOeffw7AX7Gy1SAlVrILuRRfcb0g3xy2MouPj0dBQYFSsVIj9s6dOzE1NaXM4RtBpMXpcc9Lma/XCz07ZWKdEjmKEuuOHTswOjqKQ4cO4dChQ4YQaSt9lMIuDo/VR/Ug0o2Njfj888/R39+PkydPoqSkxBAizdsBoNc2pxd6ssSzfZoAACAASURBVJARRHrnzp1oa2vD+fPnFUvklJQU1TUZHR3NfZ1dDllotkQokV7msNoIZBsxNTWFyclJPPLII4rzJFWDdBHHxMTA4/GgpqbGcvPTe1v5ivOsEfAn1ry8PIyOjmL9+vUKQo7WSRUrIfmampoMLU+07+10Oi39mXhweFFRUZg3bx4GBwexZs0arF69WqWxaiHSXV1dSEpK4tJwAWscHk//qMvlgsfjwdDQEAoKCnDvvfcq5ChJklRIvszMTAwPDyMmJoZ7JNUqmfHIQtReNjQ0hOuuuw7f+c53VOSoU6dOKeSolJQUyLKM8PDwoHUp2JGFZkuEEullDru+OXl5eUhMTERycrLii0O+3qIooq6uDqOjo6ipqcELL7ygahuZM2eOkrjoUc/juTxzz3FxcYYQaZ/Ph8HBQQwODuL5559XVaxaJJ/ZuKd2jXb6Rz0eTwDrlEXy+Xw+9Pb2AgA2btxoCpE20kf11gjYs1N2uVwq1ikLkRbFizDujRs3IiMjQ1mjFiItSdIltc0ZBclC5KzAsk61EGmv1wsAeOGFF1SsUy1EmvTRYLnIzqYIJdLLGFa+4mwYbQTW17uwsBAnTpzAjh07cOeddyqSAFWshOTzTHcEBMNXnA2zjcBCpKuqqrBlyxbccccdSsuVHkQ6PT2d2y7EDg7PqH+URfL5fD5s3rwZa9euxdjYmCFEOicnB/X19dwuAGZ2IewaAf2Ey0KkyaF1zZo1CAsLgyjqQ6Rzc3Ph8/mwcOFCbhfZmchCbGJdtmwZXnrpJaxcuVLB7Wkh0nQT9fl8tlxkrxV9FAgl0ssal+IrzrsR1q5dq7heUsVKFSEh+QCgpqYGgiDA49GHSF8OX3HaCLfffrvy2GwGkfZ6vQrIQw8iraePmr03j50y6aOrV69WKruRkRGVFEAAaQDw+XwKL0BvIEBPHzV7bzt2yjfffLPyRMNCpCVJUiH5JEnC3r17lYpVKwfYpYDZcUlYvnw50tPTdSHSLOt0bGwMn3/+uVKx6n0GdJ1dK/ooEEqklzV4H6OMfMW1obcRtBUrzeF/8sknuHDhAlpbW5VHLz2INO9jlN2DAu1G0INIb9++HbW1tRgeHlYOr1wul0oKyMjIUD2um8XY2Biam5u5q/CMjAzV47Hb7Q6ASO/cuROVlZUQBEEXIk2JtaWlxdZ8PY+LrJ4spAeR3rdvH44fP46oqChdiDQl1sHBQQwMDFzSdWa2Rq0spAeRLioqwv79+5GUlKRKrHPmzFFJATQOey3po0AokV7WEEXR8jGPXgfw+eZYHRQQ4KS/vx+LFi3C448/rmKdaiHS4eHhcDqdcDgcphBp3oQ7ODjIZaccGxurbOqnn35aNXWlhUhHRUVBEAQ4HA5TiDSNe1pplFTVWVXhbrcbAwMDSE9Px7PPPqtindKAACVWqqwEQTCFSLP6qFnw2imHh4djYGAAcXFx+PGPfxxAjmIrVkrIsiybQqTt2IWIHP2jBK2JiIjAv/7rvwKASmNlEytpqtfCfD0boUR6mYLu6qOjo3jppZeQkJCgqgZZLVQUL81X3CjYjaBlnWoh0pWVlZBlGa+99pqKderxqJF8wT4o0Nopx8bGGkKkT506BVmW8c4776hYp1SxUmKlx3Wr03W7/aNkp8yyTgE1RJpIRx999JGKdUoVKyVW3u/QrossyUJmEGnSLXfs2IEdO3aojPpYiDTvGmciC2krVoJIHz9+nKuLY7ZFKJFepmhra8Po6CjWrVuHiIgIpUWovLwcAFSJ1efzYcGCBdz6qJVvjlkyYxPr/PnzUVFRgdtvvx2JiYlK4tKDSNfW1iInJycodiGANQ6PINILFixAaWkpVq1ahezsbGWNWoh0bm4uqqurbemjPO1MZv2jlFjz8/Nx8uRJrFixAosXL1bWqAeRrqurs+UiO1NZiBJrbm4uTp48ieuvvx4333yzciPVg0i3tLRw2YUESxZiIdKnTp1CcnLyNaWPAqFEetmCNkJBQQHi4+MVl0Qi4GgTa01NDf7xj38o1YS2Or0UX3Heg4Lrr78e6enplhDpwcFBfPTRR8oa9SDSdufree2UFy5ciLy8PBXrlJUCCMnncDjw3nvvqTRWPYh0RkaGLbsQsyAcXn5+fgDrlJUCCCItCAL++te/qshRWilAFEUkJCRwt83xykJ5eXmqitUMIv3mm2+q5vC17V/iJbTNmQWvLDQbI5RIL1PobQQaqUxLS1MS6/79+3H48GFkZmaqfL3j4+NVj9mTk5Po7+/n0o54dCt6nXYj6EGkjx8/jt27d8Pj8ZhCpGNiYrg3gijy4/D0+ke1EGmazc7Pz0dPT48hRDolJYVLHwX8CSAtLY27f1SbKLQQaVEUsWnTJixYsACDg4OWEGkeu5CZykJaiHRHRwdeeeUVLFiwABMTE5YQad7rzOVyfSP7RylCifQyBO9BgSAI6OrqQlxcHJ566ikAUPl6s4mVNvPQ0BC6u7uRkJCgewHbOSiguWezjSAIAtrb2+FyufDEE0/A4XAYQqTpkXpwcBCtra2GEGmtPmq1xqysLMv+0dbWVgiCgMcffxwul8sQIu10OjE5OYnBwUE0NDQYQqSpnYn0Uas18vSPNjc3AwAeeughxMXFmUKkp6amMDQ0pEgqenIFXWf5+flBk4UaGxsBAPfccw9SU1NNIdKAX9s+e/asinWq9952+kevNX0UCCXSyxJ2DwrYjaD19abEevToUQwPD2P//v3Yv38/4uLilOqApABBELgf9cguhNfIjd0IRhDpI0eOoKOjA8XFxSguLjaESM/ULsRojaw+agSRPnLkCJqbm1FRUYGKigqFdUprpMRqd76ep11H65JgBJE+evQofD4fampqUF1dbQiR7ujowODgIPd8/aXIQkYQ6a+//hpnz55FU1OTKUT6crjIzsYIJdLLELzamtVGEAQBqampSElJQVFREa6//nrceeedSgVTW1uLiooKAFASa1dXF9xud1Dm6wE+3xxKrMeOHcO8efPwyCOPKBWMKAZCpIeHh5UDBrPgma8H+OyUKbEeP34cGRkZeOqpp1QaqxYiTYZ4ViOpvHYhxB816x+lxFpaWoqEhAT87Gc/Q319vbLOo0ePqiDS1ANr9Tl2dXUFTRYiZGF5eTncbjd+9atfKSfuehBpOlSzeqwfGhq6ZvVRIJRIL0tIkn1fcbMgO+W8vLwAchSL5KutrVUsml9++WWVxqqFSAf7oIDdCHoVK/uY3dPTAwABrAAt5EQ0Gfdko7GxkdtOmfRRbcXKQqRFUVS4qy+//LKKdaqFSPN+Pq2trdz9o6Lot1N2uVyqilULka6trQUA/PnPfw4gR7FSAO91RrKQ2Q2Jgp5SqGvCCCJNjN13331XxTrVIvmuZX0UCCXSoIddX/G4uLhL9s3RIvm6u7vxhz/8QbHNZStWLUSaKo9g+YrTRtCreliI9MjICDZu3IjrrrsObrfbFCJNB1I88/WCIHAlXKP+URYiPTk5if/93/9FXl4ekpKSIEmSCiLNSgE+nw/Jyckzmq9nw8xOmUXyybKM3/3ud0hLS0NWVpaKdUoVK32WdXV1iI6OttRH7cpCevwBLUT6T3/6EyIjI7Fw4UKIomgIkaYx4WtRHwVCiTToQRuhu7sblZWVyM0N9PUG7PmKi9MTUrz9o2vXrkVaWprCOqUKxufzKRBpwP8oefLkSXg85hBp3vl6nnYmWuPKlSuVDWsEkQb8Vr7Hjh1TKla9dYiiaMsuhKd/dHJyEjfeeKNCpqeKldZIiRXw36QOHTqkaKx6nQiiKAbNRRa42D+6dOlSpT+TKlZaIyVWwC+rfPnll4rGqvdZSZLEZRfCu8aBgQF0dnbinnvuwZo1a1SsU/q+KbESD+Ja1EeBUCINetBFduHCBWzbtg1AoK93XFzcjH3F9UK7EYh1yiL5Ojs7ceTIEZSXl6O3t1cFkWYfs5OSkjA4OGjroIAHNCHqtDPpQaSPHz+Oo0ePYnx8HHv37gWgD5GmU2Xex9FL7R/V2p4MDQ2hrKwM+/btQ1hYWEDFykoBDocDkiQpMoLVGnlkIb1HYT2IdFVVFT799FO43W4Vnd8IIs17nV2qLKQHka6rq8P777+v8AOuxQgl0iAHbYSf//znipmXOD0tRC6JSUlJyqOg1aEQ6aO8BwVmG4ESq8PhgNvtxq9//WtVKxNbscbExCiSQ2Jioukc/tDQELddCA9/ND4+Xpmtf+655zAyMqKsUQuRTklJwdTUFGJjY03n8Gnck6dLQRRFpKWlmYKK2f/vmWeeQVhYmCFEOjU1FaOjo4iJicHExITh725HFhJFaztll8uFqakpAMD3vvc9xMfHq2xPWCQfucjm5+djdHTUtLq385RiJQuFhYVhYmICwLU3X89GKJEGMaivb+HChbq+3qxLIkE5/vrXvyq+3lQRsk38dg4KeH1zaCOEhYUFkKNYiDQlrC1btih0fj2ItB27kJaWFqxdu5ZrjWSn7HK5AiDS9DlSD+vu3buxf/9+Q4g073z95OQkGhoasGLFCq41snbKWog0SQEEiTl8+DCOHTumkKNyc3NVQwnt7e2G+igblyoLCYIQAJEmJB+t8eTJkygtLTWESJvpo3rvHUxZaDZHKJEGMcx8c9jEumrVKvzud79DZmYm5s2bpyQEra+3x+O3FQmGrzhFf3+/4UbQIvleeeUVREVF4YYbbtC1PaE11tfXK/PkZsHbzmTVP8rS+Ts6OjA2NobVq1cryZWFSNNUU2dnJwDrqofHLgS4iMMz6h9l6fzd3d1obW3F/fffH1CxshDp4eFhAHx2IcGQhVgkX19fHwYHB/FP//RPynddXFwcAJGm4NFHgy0LzeYIJdIgBm/12NnZiaGhISxevBg33nijUrHSHL443XtJc/jh4eHYvn27UiHozV+LIp+vOO8aSR+9++67UVhYqGKd0hrZSiYsLAyffPKJinWq3bx6+qhe8PJHqaJatWpVAOuUlQKo+hcEAdu2bVM+Rz2ItJ4+qhfUP2r1OuofXbx4sYp1ytqeaCHSLHNBb4yW9zu8FFnIqGIliDTN4X/22WeqilWrO5t1cbBhRxaazRFKpEEMUdT3Fdd7HaC+yBwOh8rXW5ZlVFdX44MPPkBSUpIqsRI5ik2sokUjNfveer7iRmtkN6sekq+5uRlvvfUWkpOTUV9fr2KdslJAcnIyRJF/vt7hcHAlXL3+US1Euru7G3/605+QnJyMrq4uFetUC5GWJAmpqalBM3IzcklgbU8Af2J9+eWXERcXh7GxMV2INEkBPPqonTUayUJ6EOk//vGPCA8Ph8vlMoVI8+ijwLXfP0oRSqRBCju+4pIkITY21tQ3RxAEpbn+scceQ3JyskpjZclRcXFx6OvrQ05ODnp6ekwTuZ25Z6uNIAgC+vv7AQAPPvggcnJyVKxTtmKNiorC0NAQ5s+fj/b2dt2KlV0j6aNWa+TB4fX19WFqagp33XUXFi1aZAqRHh8fR3Z2NpqamlSsU701svqo2RoB68qsv78fo6OjWL16NZYvX64LkZZlGWFhYZBlWXVjMuqzlSQpqLLQyMgI+vv7ce+99+LWW29VsU61tidOpxMxMTHwer3Izc017JT4JuijQCiRBi1IH+XVrVhfcaMg3xxKOtqKlaSAU6dOoa+vD5WVlaisrDSESBMXkhfEwdvORCBevYqVugIqKiogiiK8Xi+8Xq8hRJrGPdesWcO1Rq1diNEagYv9o0YQ6TNnzuDcuXNoaGjAW2+9pYJI5+bmIjMzUwGKSJKkVLxWa7TjIkvXjxFE+uzZsygvL0dbWxs2b95sCJGm64z3KcWOLEQ3BS1EmibHampqcPToUfT19eGDDz4AAEOI9LU8X89GKJEGKezoo1Z2IYD1QQGL5GtpaUF3dzf+5V/+RTkpZitWQvLRI7XVe9vxFRdF0bCdiUXytbe3o76+Hs8++yyampoCWKeUWKOioiDLMrddCG+XgpmdMkGku7u7ce7cOfzsZz9TYDGiGAiRTkxMxNjYmGUlTE8p1HtqFpJkbqdMibWvrw/l5eX4yU9+gsHBQWWNWoh0Wlqa8pRiFXZlIaO5eafTCY/HozxJ/eAHP1BAOqIoBkCks7OzvxH6KBBKpEELesx8//33Vc332tFBO7pVX18fl3YkSZJyeJKenq4Lka6urlZOhQnOzFas7CayYxdit3+U6FZ6EGlRFBWvefZQiK1YKezO1/PaKdP6UlNTDSHSZCb4+eefo6KiQlmjFiJt10XWjiyUkZEBQRAMIdJkK/LFF18omDuPJxAi3dvbi56eHqxcuZLrve3IQlRpEutUi+SjLpVrXR8FQok0KEEbIS0tDdHR0Th16pRyIaekpKhADTz6KDBz3xw9iPTLL78Ml8uF5ORkU4i0z+fj8hXnPZk1slPWQqQB4I033sDY2BhycnIgiqIhRNrn83Hpo4TDs1qjmZ2yFiK9efNmtLe347rrrlPR+VmIdG5uLhoaGrg+H7O2OTbMZCEtRPrjjz+G1+tFYWEhJEkyhEh3d3cDCL6LrN7juhbJt3PnTpSWll6z8/VshBJpEIIaqdevX48VK1ZgcnJS5ZJYUVGhJFZKHlVVVcjNzTU8rBBFUdFHzYI34Q4MDKC3txfr16/H6tWrVaxTLUTa4XAgKipKqbaMINK8BwV2cHhtbW1YvXo17r77bgAIqFgpsTocDkRERKC8vBwej8cQIs172HPhwgXu/tHm5mYsXboUDz30EAAYQqQFQYDT6VQ+RyOI9OWQhRoaGpCfn4/169cDgCFEWhAECIKAM2fOYHBw0BAibccuhFcWqq+vx9y5cy27OK6FuPZ/g1kQ2o1ALSvZ2dm47bbblMR69uxZHD16FL29vfj4448B+EdEWSkgJibGNoj3UuaeaSxQC5Gurq7Gl19+idHRUWzfvh3ARdapFsnHM+5Ja+TtH9U+rush+Wpra7Fjxw7Isozdu3cDgCFEWpIkU32UXSNgnXD17JT1INKiKOKTTz6B0+kMYJ3SGimxWumjFLzJTE8WMoJIb926FQBw5MgRhXWqB5G20kftrpFkIR6XhGshQok0CGG1ESiJtLa2AgCeffZZjI2NKdUB6+udnJyM9PR09PX1WSZHem/ehGu2ESixdnR0APAfFLjdbmWNWoh0dnY2WlpaFNnA7P157UJE0Zo/mpCQgKSkJMiyjO985ztITU1VVYMsRDonJ0eBhVitURRFpKamBgWHRyOZk5OTeOSRRzB//nxTiHRDQwNyc3MxNTVlenotiiJiYmK4ZSGzNRKnYGRkBPfddx9WrFihmsPXQqQ7OzsxZ84cTExMmLaliaJoSxb6JuijQCiRzjjYgwKeZBYTE6O0M7G+3qwUQMlg//79ymMhVQisje9MfMXNXkdcyLCwMEOINB24FBcXo6qqSnUwxEKkR0dHdfVRo/e2a6fsdrsV1imghkjX1tZiamoKp0+fhtfrVX2OLETaTB/VhiRJmDNnji07ZTOItNfrxfj4OLxeL37zm98YQqQvp4usx+MJqFhZiHRtbS2Gh4cxPDyMjRs3WkKk7bTNXev9oxShRDrDIC4kj25lVD3S4xQl1k8++QTnz5/H7bffDkmSVBXrnDlzlIt4aGgIQPAPCvQ2ghYivWvXLpw8eRLr169HQ0MD6urqFHIUi+Sj351HH21ubuY27TPC4bEQ6UOHDmH//v146KGHlJYrPYh0ZGQktz4qSeZ2IewajfpHWSRfSUkJdu7ciYceegjt7e2GEOnExEQMDAxYrtHsOtOGmSzEIvnS0tKwdetWPPDAA8owgx5EOj09nVsf5ZWFrpX4ZvwWVzF4Dwp4fXNYZ8g1a9YoFSv54ojTjeOlpaUA/AmupKRESVx64GA7BwW8vjn19fXIycnBypUrlcd7M4j0yZMn0dXVBY9HHyJtNO6pDeof5a3C09LScNNNNyntT729vSopgIVIl5aWore3V6lYtdW7nj6qF1Q9EgnKao1xcXEoLCxUPhO2YmUTKwCUl5crCTUrKysgEQXbRZbWGBERgZtuukn5TPQg0oTsq6ioUNq+9CDSdlxkr5UIJdIZBm2EYPkz6W0EuutnZmZi9erVSmJ999134XA4VIk1KSlJ9QgbFxd3WQ4KtBvBCCL97rvvYnx8XIWTIyQf/UlKSlIe12diF8IG8Ue1U1zx8fEqJF9vby/+/ve/KzKJGUSa9zu02z86f/58VTLTg0h/+OGHSmcByzrVQqR512hHFqKnFPbGogeR3rp1K7xeLyIiIkwh0t80fRQIJdIZhSzL8Pl8SE1NxcjIiOnJsCTx+YrzbASHw4Ho6GgMDw/jvvvuwy233KKCSGsT6+DgIBISEjAwMGBqdcHqo2bBY6csCAJiY2PR19eH22+/HXfeeaeKdSqKaiTf1NQU4uPj0dfXp2Kd6q2Rp3+0ubmZy045JiYG3d3dKCgowIMPPqiwTqkaZCHSTqdTsRiOjo42ncMH+FxkecaKIyMj0d3djUWLFuGxxx5TWKe0Rjaxut1uhIeHY2hoyBQizZvMeHF4LpcLPT09yMvLw/e//32Mj48bQqSjoqK4sIvXUoQS6Qyio6NDuaiff/55pKWlKVVWbm6ukljt2oXwHBSwG8EMIl1bW4uuri60trbixRdfVEGkqWJl/85gHhRQ/yg9PhpBpOvq6lBVVYWhoSG88sorlhDp9PT0S7IL0QutnTLLOgX8wBMaZy0vL4csy3jzzTcRERFhCJEWRTGoLrJaWYhlnQJQJdaSkhJMTU1h06ZNcDqdyM7OVtbIkrfM9NFLWaNWFgoPDw9A8pEU8PXXX3NRwK6l4P5NBEEIA3ACQJMsyw8LgpAE4EMAHgAigO/Kstw9/dr/BvAMgEkAv5Blec/0zwsBvAMgEsBOAL+UyUD8Ggy6yB5//HFFHzx58iSKi4sBAGlpacjNzcWcOXOC5ivOvs5oI7CJNTY2FrW1tXj00UcV7U0LkfZ4/OONvPqoKNrD4ek9rrOJNSEhAVVVVXjkkUcUjZitWAnJR61CdvTRmfaPxsXFYdmyZUhOTkZZWRkeeOABREZGKpUWC5HOzc3F3Llz4fP5uPRRSZKCIgtRYk1LS0NxcTHuuecehQ5FrFNC8pEUUFNTg5ycHK7rLBg4PEqsGRkZOHTo0DXtz6QXdm4JvwRwFgCVMP8F4EtZln8jCMJ/Tf/7fwqCcD2AJwAsAZAJYJ8gCAtlWZ4E8BqAfwPwNfyJ9H4Au4Lym1yFoI1A9sdr164N8PUuLS1VPGm+/vprtLe3K9WWlnl5OQ4KJEmCy+XCsmXL4HA4dCHSbGItKSlRDoU8nkCINOmjd9xxB9ca7dgpL126FC6XyxIiXV5ertyYPJ5AiDTZhfBSrlJSUrj7RxcvXqzwToFAiDQl1jNnziiP7dqKFbj4lJKfn8/1HfLIQpTMFixYgNTUVEuIdG1tLd555x1ljXo3R975ekmSgiYLXYvBlUgFQcgG8BCA/wHw/0z/eAOAO6f/eROAAwD+c/rnH8iyPArAJwiCF8AtgiCIAOJkWT42/XduBvAortFEarQRtL7ek5OTeP/999HQ0ID4+HiUlZXh+PHjAPy+3qwUwPsYZdc3R7sRtBDpqakpbNu2DWfPnkVmZqYpRLqlpYVrjVZ2IWzo8Uf1kHy7d+/G8ePHkZ+fbwqRJn2Qh15vZhfChij67ZS1/aNaiPTBgwdx4MABXHfddbhw4YIhRNrpdGJwcHDGFDDtGvVkIS1E+sSJE9ixYweWLl2K9vb2AIg0C7PhtQsRRZELh8crC11rwVuRvgTg/wXAXkVpsixfAABZli8IgkAwwyz4K06KxumfjU//s/bn12R0dHRwbQSHw4H29nYsXLgQjz/+uMrXWxRFVWJ1u90ICwtDR0cHoqOjDask3oTLe1BAa/R4PHjiiScgy7IhRDoiIgKCIKCrq8tUB7QzX89jpywIAlpbW5GRkYHHH39cVbFqIdJUAXd1dZlCpLX6qFHY6R9taWlBQkICHnvsMQAwhEhT5dfZ2WkKkbZrF8LzlNLc3Ay3240NGzbA4XAEQKQJyUfr6ezshM/nM3y6GBoaCrosdK2F5W8jCMLDANpkWT4pCMKdHH+n3rcom/xc7z3/DX4JwPJ09moF76knbQR6nZ6vNyXWQ4cOYWpqClu2bAHgr1hZchQlVt6DAt41ajeCGUR6//79EAQBn332GQAYQqQlSbIc9wTs4/DITtkMIv3VV19hcnIS+/btw759+wwh0rw3pNbWVu7+UUmSVHbKRhDpr776Cr29vTh69CiOHj2qgkiTZu1wOLjXeCmyECVKI4j0V199hba2NpSXl6OsrMwQIm23bY5HFrrWgue2sAbAtwRBeBCAG0CcIAjvAmgVBCFjuhrNANA2/fpGAOzuyQbQPP3zbJ2fB4Qsy28CeBMAbrrppll5GCVO94/O1DeHEmtsbCy++uor3HvvvcjOzlaqmPLycpSUlADwI/k8Hr+zaFZWVlDsQgDrhEtIvvj4eOzevRtr167F9ddfr1uxEpJPkiSkpaVx66Mz7R8lqlZcXBx27tyJwsJC3Hrrrcoa9SDSbW1tSExM5PZnsqoK29raLO2UCcm3e/duLF26FOvXr1cNCGgh0gMDA8oYbDDWyCMLUWL94osvkJ+fj8cee0xFjmIr1uzsbExMTCjjxGbxTdVHAY5EKsvyfwP4bwCYrkj/Q5bl7wuC8FsA/wLgN9P/++n0f7IdwPuCILwA/2HTAgDHZVmeFAShXxCEVQCKATwN4I9B/n2uSNg5KBDFi77iVq8DgHnz5iEtLQ05OTkqchRdxOXl5RgfH8fAwABeffVVS4i0HV9xq4MCSrh5eXkBrFM9iHRPTw9eeumlgIqV/cxE0T9fz2sXYpUoiD+al5enYp2aQaR/97vfqT5HLURakiQkJSWZ9uCya7RKFGSnTBhFlnWqhUi3t7cDA5UuHwAAIABJREFUAH7729+qyFFaiLQoBtdFlpWF3G63inWqhUg3Nzcra2QrVi1EWhT5KGDXYsxEqPgNgI8EQXgGQD2AfwIAWZbPCILwEYAqABMA/s/0iT0A/AwX25924Ro9aGI3glnYmXuWJEl3I2iRfKdOncI//vEP3HLLLejq6lKxTlmIdEpKStB9xY02ghYiXVNTg/fffx8333wzBgYGDCHSWVlZaGxsnPF8vfZ1QGDC1UKkm5qa8NZbb+Gmm27C+Pg4RFEfIk2OmAQcsXrvmfaPsom1q6sLf/zjH3HjjTfC4XAYQqQ9Ho+tAykeF1mzpxQWIj00NITf/va3KCgoQHR0tClE2ufzfaPm69mw9RvJsnwA/tN5yLLcCeBug9f9D/wn/NqfnwBgrUjP8qCN0NTUhNjYWMydO1e3ouru7kZfX58tX3GrjVBfX4+IiAjcd999cDgcSsVKVQybWGmNZ86cMYRI2/EVp3Ymq41A+ug999wDl8tlCpEG/IcfZWVluhUrcHHck/RRsxBF0Zad8h133KF8LkYQacCvkxYXF8Pj0YdI01MK6YxW723HTvnWW29VAN9GEGnAf4B1+PBheDzGEGm7diG8stCNN96onGcYQaQBfCP1USA02XRJQY/Cp06dQmlpKQRBCHBJJJYncOm+4kbvzW4EtmJlkXy7du1Cc3MzamtrlYSgB5HmPSgYGRlBS0sL1q5dy7VGtp3JCCK9d+9e1NbWorW1FT6fD4A+RJp3vp76R8m2xCwkKdBOWQ8ivW/fPpw5cwYDAwOmEGnSR3kOpERRxLx587ieUrSykB5E+uDBgygpKYEsy6YQ6cHBQe62Ob35er2gvcC2M+lBpI8dO4aDBw9+I/VRIJRIbQfrDPnII4+gsbFRqWLI15sS69jYGCIiIri9z60uMp6DAnqcGhsbQ35+Pp588kkV61QLkXY4HHA4HJb6n512Jqv+UUqs4+PjyMrKwjPPPKOwTkXRz+hkIdL0OB8XF2cKaG5ubraFw7PqH01ISMDExASSkpLw85//XMU6FUU1RJo+v+joaNM1kizEm3CtnlKio6MxPj6OyMhIPPfccwHkKDaxUgXsdrsxOTlpKOXYsQvhkYUiIiIwOjr6jdVHgVAitR3km+PxeBAeHo68vDxl3G18fFyZahJFUSXCp6enK9UBVawURvqoNuzg8GgjaFmnWoi01+tVjPHmzJmjrDE3N1fVfM57UMDO15sFa6esZZ1qIdJUUb/55psK65T+sBBp3gMpu/2jRGFiWaeAn6BE3zX1sL7//vtwu92qqpqFSPPeNO3KQtQ/agaRppvT9u3bsXPnTkOINO8aL4csdK3GN/O3uoxhdpGFh4crG5wOClauXAm3262qWAGopIC6ujpbXMiZgCbYxHrjjTfi+eefR2FhoYKyO336tC5Eura2dsbz9WyY8UfZxLpixQqcO3cOBQUFyMrKgiRJhhDpmpoapKSkBLWdyQyHFx8fj4KCAtxwww2orq7G/PnzsWjRIiVx6UGkvV4vYmJiZtw2R2ElC7FIPq/Xi6ysLBQWFio3KT2IdHNzc1DtQuzIQtdqhBKpzZAkieuggC6ywsJCpb+OmsrpIi4pKcHXX18cAtuzZ49SserBNuzMPds5KLjhhhswd+5cFeuU1sgi+SIjI/HZZ58picsIIq0d99QLUeTD4TU1NWFychKLFy/GokWLlIrVCCIdHh6Obdu2KYlLDyKtp48arRGwThRkp7xw4UIUFBSoKlb2MZuQfA6HAx9++KGqYtV+p6SPWrnI8iaz/v5+dHV1obCwMIB1qgeRFgQB7733nvJd60GkJUkKqovstRyhRGojzHzFtSFO94+yG8HpdCoVK+BPrAcPHkRRURFiYmJUiVUrBUxMTHDbhYiiPd8ctn9UDyJ9/Phx7NmzB3PmzNGFSNNmc7vdaGpqwpo1ayzXKEmSrf5RNuHqQaTPnDmDrVu3Ij09XZVYtRDphIQE1NfXc48zUpM/zxq1Fa4WIi2KIjZt2oSsrCy0t7criVULkU5NTeXSR+nvnEn/qBYi3dHRgVdeeQXZ2dkYGhoKqFi1EGne+fpvsj4KhBKprbDjK87qVkbhdDoxMDCAyMhI/PjHPw4gR504cUJJrCyFaXh42BAPZ+eggDaC2eO6w+FAX18fwsLC8PTTTyMsLMwQIh0bGwtZliHLMvr6+gwTEGnJK1eu5FqjlZ2yIAjo7u4GAPzzP/8zoqKiDCHSkZGRGB0dxdTUFDo6Ogwh0uyhIs8aeeyUyaF1w4YNmDNnjsI6pTVSYnW5XBgbG1Na2/QqVva97chCVi4JbW3+AUWasDODSBM4m55CjK4jUfxmztez8c39zS5D8D5G6fmKGwW7EZxOp1KZAP6KlRIr6ZZffPEFvvjiC6Snp6vm8CnR2Jl7tntQQFMqRhBp6l89cuQIjhw5gqSkJFWbECVWO3YhjY2N3Dg81k7ZCCJ94sQJDA8Po6ysDGVlZYiJiVGtkRKrHbsQSZK4XGRJFiI7ZWKdEjmKEuvJkychSX6jvnPnzhlCpO20zdnpH2X1USOIdFlZGaqrqyGKIt555x1DiDTpozwustdyhBKpjRBFe77iVpuwt7cXPT09hpUZm1grKysxf/583H777UoFo4VIezwedHZ2wul0BvWgwMxOmYVIV1VVITIyEg8//LCyRj2INLmf8uijPHYhVnbKLET6/PnzGB8fx5NPPqlUWVRZAxeRfMQbt1oj6aPBwOFRYvV6vYiKisKzzz6rqga1EGm6sVkd7NlxkbWShSixkiz0i1/8QkUz00KkY2JivvH6KBBKpNwhyzLq6uowNDSEt99+W6lgcnJyAg5WJMlvF2J1UMCbcNmNQKzTtWvXYmJiQrmIqZIhiPSf//xnVcWqPcnW00f1wm7/6OrVqwNYp1qI9MjICADgjTfeUFWDWoi0kfaoDTv9o6SPaitWLUS6v78fAPDWW28pn6HHEwiR5v0Ou7q6uO2UKeFqK1YWySeKIjo7OwEAmzdvVo2LaiHSvGu8FFkoNjZWxTrVQqTF6S6Ob7I+CoQSKXd0dXVhaGgI8+fPx8jICI4ePYqioiKVrzclVjsHBTPB4TmdThVEuq+vDy+++KLik1NaWmoIkZYkPl9x3oMCo3YmLUR6bGwMGzduVHppWYh0YmKiKrFKkmSpj7Kfj1XCNbJT1iL5pqamsHHjRqSlpSExMRE+n09VsbJr5NVHeZOZmSykRfK99NJLiI6ORkZGhop1qoVI+3y+oLvItra26topayHSb7zxBlwulyUF7FqPUCLlDNoI999/P+bMmaP4elN1wNrPyrKMOXPmwOv16vp6U/ACTXgPChob/dzsdevWITs72xQiDQBZWVmoqqpSsU711piVlcWFw+PpH21qasLU1BRWr16NBQsWqMhRdOBCiRXwg1jKy8vh8XgMk5UoirbsQnj6R8fGxlBYWIiCggJdiDQh+QD/QWBJSQk8nkByFPvewZaFent7sWrVKkUjJdYprZMSqyAIiIyMxLFjx+DxeAwh0lp91CjsyEKtra3feH0UCCVS7tBuBD1f74aGBhQXF6Ompgai6HfHJF9vVgqIiIiw5StOupXdgwIjiHRJSQkqKyvR2tpqCpEeHR011Ue1752ZmWm7f1RLjqLEStV0b28vPv3UT2jUg0hb6aNsSJKEOXPmBNiF6K0RuJgojCDSFRUVOHDgAEZHR7Frlx9kpgeRpr+T56Y5E1koJiYmACJ97tw57NixA4IgBLBO6ZqkxGqHAhbqH1VHKJFyBA8OjxJrZWUloqKi8Itf/AKNjY1KBcNWrJmZmYpmaaVR2jkosNoIlFirqqrgdDrxH//xHyqOqBYinZCQAFmWLaUH0ket7EJojRkZGYZVOiVW+nx++ctfKgZzehBpmtm3ggrTuCdP/6gkSUhMTAzQbNk1skDon/zkJwpxXw8inZGRgYGBASQlJZnO4dv1Z7KShWJiYpRR5O9973uIi4tTHV6xiTUzMxNtbW3IyckxncOnz4dHFpIk6RvfP0oRSqQcQb7iPHdW2ggREREBFStNNYmiH8wBAO+8845KY9Ui+ezM19vxzaHKWFuxshDp2tpaAMCWLVtUrFOPRw2RNhv3ZIPm63mqcCLsR0VFISoqSlWxEpKP/Rx37tyJI0eOBFSslJBIH+VlyLJ2IUYhihddEii56kGk6bT90KFDOHHiREDzPa3xcrjIiqIfh0cHUEYQaVrjyZMnUVlZqZrDZyHSZBeip4/qvTePLPT/s/fmUVKV197/99TU8wxND3R3dTMqIIJMMg+ihhinxMSoud4bb8y9ybrJvbnrXe/7+/3/ruWUqEmIikajoIhRICiCgtLMQzMIPQh0d/U5Pc9T9TxU/f5o9sNzTp3hOU151w+69lqsZGFDPVT3s2uf7977870VIpJIBcJOo8DoIng8HhQUFLBG0Kuvvor4+Hjk5+dDURScOnUKJ06cYOQoSliVlZXsIpiFnUaB0UXQQqS3bNmCQCCAuXPnQlEUXLx4URciXV1dLbTuaWd+1MhOWYvk27p1Kzo6OrBs2bIQ1ikPkW5vbxd6f+zi8KZPnx6SzLQQ6Z07d6KyshL33HNPCOs0JiaGnZGmGUT0UTuykNH8KA+RliQJFy5cwEMPPcS67noQafq3Wp3Rjix0K0QkkQqEoijf2fwoNQqGh4dRU1PDLholVmBsbvDgwYOsYtWjxCtKeH3FBwcH0djYiJUrV7JffMWqKIoKIu1yuXDgwAGWFPT22BVFEUq49fX1wvOjtbW1uOOOO7BkyRIV65RvuFBidTgc7H3UVqwUog2p1tZWW/OjBQUFWLBgAWOlmkGkDx06xM6oB5EW/dDs6elBW1ubMJ81Ly9PpbHyEGmezg+MVdd0Rj2I9ETSR4FIIrWMcPiKa0PvIrjdblXFOjw8jPLycvz9739HTExMCOtUDyL9XTcKtBUrzWW+9957SEhIUCVWPYi0fG3d08ouRDSZ6eHw9CDSzc3NeOuttxAfHx/COuWlgJSUFMiyfMN2IXyQLKT9t+hBpLds2QKPx4PGxkYV65SXAqZMmSKkj9o5o5Gdsh5E+q233sLo6Ch6enpUrFNeCsjKyoIsODZ3q0QkkVoEXQQC6JrpPfQYJdooMANNuN1uBAIBAMCPfvQjpKenG0KkidCekZGBgYEB00QlC+49ywLjTGR1EgwGsWnTJhQUFBhCpNPS0tDe3o7p06fD7/ebds5lWcaUKVMs50dFEoUkSQgEAhgZGcH69esxd+5cFeu0srJSlVh7e3uRlZWF9vZ2FetUG4qihMVFlo/+/n6sXbsWS5YsMYRIE5Q5JSUFTU1NKtap3muHw0WWgtZS165dizVr1qjIUbIsqxKr0+lEVlbWhNBHgUgitQz6ITt9+jTOnj0bsk9MPyh2GgVmupX26+giOBwOQ4g0dYgvXbqES5cuqSpWojIB17mQIo0C7X692deRnbIZRPrbb79FMBhEeXk5/vCHPxhCpMkuRHRKwc78KD1VGEGkr1y5gu7ubtTU1OBPf/qTIUTajossyUKiLrKUzIwg0uXl5SgtLUVzczPeeOMNFeuUKlY6k939eruykJYcRYm1srIS586dmzCP9UAkkVqGLI/h8H7wgx9AURQoisJ8vZ1OJ3NJpNVMqx+e7u5udHR0CBm5mV0EHiLd39+Pjo4OPP7442xJgEfyUWKlpGj1yDw4OGhpF0Ihy8Z2ynxipcT/T//0Tyy56kGkExIShPRRkhVE1xlTU1N1q2A+sQYCAVRWVuJnP/sZg5zoQaTT0tLQ29trqfWKUsDojGayEEGkJUlCaWkpnnjiCVVFqEXyZWZmorW1lSViq9cWxeGZyUKUWF0uVySRRuJ68Poov/Y2MDCg2ic+evQog1zs3buXVVlaX29A/FGP9xW3CtJH+XErPYj06OiYK/b+/fuRn5/PNFbtI7Sd/fq6ujqh+VFZlpGZmcmqaiOI9ODgIIAxylVFRQX7sNAmQbt2ITTyYxaKMmanTFo1sU4JIk0zopRYDx06xD7svN5QiHRHR4etsTk7stC0adPgcDh0IdJ8Yj169Chqa2sNIdJG+qjR+xNOl4RbKSKJ1CSMLkJ0dDRmzpzJrHcHBgbw5z//GVFRURgZGWEVK8EatHv4N7Jfrw2ji6AHkX7ttdcQCAQQExMTApHmpQC6CFaNgtraWqH5UUrq2nEdPYj022+/ja6uLkyePNkUIi3akGpqatLdr9cGfWhq50f1INIffPABampq4PV6TSHSoh+a45kf1T6laCHSu3btQmlpKebMmaOi8xM5is4oOhZGFDARO2VRWehWikgiNQnRizAwMIDe3l6sWrUKS5cuxeDgoKpiJV9v3rGTmj5GK5XhbhSMjIygvb0da9aswdq1a1WsUyJHEZLP7XYjNjaWeUkZNX3ka+ueVpUHzY+KjAo1NTVh4cKF+N73vqdincqyGiLtdrsRFRUFn88Hr9drCJEWTbg0PypiNtfQ0ICZM2fi0UcfVbFO6RdBpF0uF5xOJzuDEURa9OdMxEWWor6+Hvn5+XjwwQfZn6XvtcwN4DudTkiShOrqajidzhByFIXoz5kdWehWikgiNQnyzbHbKIiKisKMGTMwY8YMAGCJ9erVqzh79iw6OjqwdetWpiHyFSslVnpcD1ejQHsRjCDSlZWVOHr0KEZHR7Fjxw4A11mnVA3yEGk7diFWSUrLH+VZpzxEuqqqCgcPHoTD4cCuXbsAwBAirSgKUlNThe1CrBKF1k6ZZ53yEOmqqip88cUXkCQJe/fuBXC9YqVzUmJVlDEXWauxuRuRhRITE1UVK0Gk9+3bh5GREbYuagSRlgXHmSba/ChFJJEahJ35UboIRuNMlFgHBgZw9uxZPP300xgeHmYVzPHjxxmSLzs7G1lZWWhtbWUcSqvXFmkUWO09U2IdHh4GADz++OOIiopiZ9RCpHNyclBTUyNUHdF+/Y3Oj1JiDQQCCAaDePjhh5GWlsYqLS1EOi8vDz6fT2jdk/TRG50fpcQqSRJGRkbYWBhfDVLFShBpn89n+eRBry3iIitSPSYmJmLatGno7+/HunXrsGDBAva91kKkc3Nz0djYiPT0dCHjxYnAH9VGJJEaBPmKizYKRBIuXQQaFZo+fTqAsYqVuu00IwoAhYWFKC8vZ1WWFiJtx1ecpATRRkFeXh6jBOlBpC9cuIBgMIiioiJUV1cbQqRp3VN0SiE9PV3YTtl7bdCfr1i1EOnh4WGUlJSgrq7OECJN+/WkeVu9toiLLH9GM4h0VVUV+vv74fP58Pvf/15VsWoh0nbGmezKQgkJCYYQ6aqqKvj9fvj9fjz//POqilWL5JNlWchF9laLSCI1CNHHUTu+ObLB/GhUVBSmT5/OEuuePXtQXFyMJUuWoLq62hAi3d/fDyC8vuJGF0ELkT548CCOHz+O1atXo7a2VsU65SHSkiQJ7dfT/KjoOqOenbIWIn3ixAkcOHAAa9asQVNTkyFEOj4+3va6p8hTip6dshbJd+HCBezZswdr1qxBR0dHCESaEuukSZOE9VE7spDROBMPkb569Sq2b9+O1atXs7VRPYh0VlYW6urqJsx+PR+RRGoQ9ChcVlaG/Px8ZGdn6z4+i4rwdhoFtbW18Hq92LhxIwAYQqQprly5gqGhIUOItKhuRY0CETvlmpoaZGdns2rYCiJ99epV1nDSG6C3YxeiKIqQ7FFdXY3U1FS2gEDNLKqqtRDp8vJySJKEvLw83Ud80kfD4c/EnzEmJgZr1qxhw/5aiDQlVgCoqKhgExnaihUYW+MUnR+1wx91Op1YtWoVe6IxgkgDYltct1pEEqlOBINBVFVVwe12o7CwEIWFhczXmyqtrKwsuFwuyLKYr7ioHYaeb44RRHrXrl0YGRlRkaP0INKijYKamhqhhEs4PL4KN4JI79y5E319fSguLmYddz2ItOgTgOj8qJ6dsiRJqoqV9vB37dqFtrY2FUdUDyIt2uwhWUhkAkCbcI0g0rt370ZtbS1aW1vx+eefA9CHSIue0Y6LrJ4spAeR/uyzz3D16tUJp48CkUSqG52dnfD7/di0aRPmzJmjGmU6dOgQALDE2tDQgPT0dIyOjprqj6SPWuHwRC4CgXh7e3uxbt06LFu2TKWxaiHSXV1dSEtLEzqjyCC1yPyo0+lkQONFixbhnnvuUWmsWoj04OAgEhMT2WKD2RkB60QhYqdMnAK/3485c+bgoYceUoGu+YqVKtTo6GihR2aRM4rIQoTk6+npwfTp0/H444+ryFFaiHRUVBScTiecTqcpRNqOXYiILBQfH4+enh7Tkb5bOSKJVCf4ixAbG6vr6y1fWx+kLafnn38eOTk5rDrIzs5WJa3vslGgV7HSVpPP50NPTw96enrw/PPPW0KkRRoFsqy2CzEKfpxJr2KlVdGqqiq0tLQAAF566SVTiLSRPqp3Rnp/zILslKkq1LM9oUdYAof88Y9/VLFOqWLld9z19FFt2JWF7rrrrhDWqRYiXVxcjEAggC1btiA2NtYQIk36aLhdZEVkoVsxIolUJ2RZNrwI5Os9e/ZsXLx4Ebt378b999/PfpgLCwsBjFWsU6dOZT/AduxC7Ow9610EHiI9depUbN++HRs3bsTAwIAhRDo7Oxu1tbXC+/VmdiH81wH63vA8ko/GlNavX8/mKnkkHyXW3NxcyLIsvF+fkpJyQ/OjfGKdNm0aLl++jNWrVzMpwggi7fP5kJubKzTFYUcWMjojJdaZM2fi4sWLWL58OXvMl2V9iHR5ebnwFEdkftQ6IolUE3ZBEzExMViyZAn7Wq2vNyVWACgpKWH6nt4PsR1fcVHfHLoIixcvZit7BJGmM546dYoh+8rKyliXXQ8iTfCRpUuXCp1RxE6ZktnChQsRFxdnCZG+evWqimmgrU719FGzM9qxU77jjjuQlpZmCZGuqqrCrl27WFVtBJEW/TmzIwvddtttmDp1qop1yjevKLH6/X7s2LGDndEIIh3Zr7eOSCLVhJmvuDb0fHO0vt79/f34+OOPoSgKgsEgDh8+jMOHD7NHXR7JZ9cuRKRRoLf3rAeR/sc//oHS0lLExcWZQqQbGhps2YWIDuynp6erHuH1INJffPEFzpw5g7S0NFOIdE9Pj6U+Clz/0KQNNKszal0S9CDSR44cQWFhIbKzs00h0sT2FBmbE5WFyCVBKwtpIdLnzp3DZ599hry8PFOIdFJSkrBdiKgsdKtGJJFqQlRbE/XNiYmJQVdXFwoKCvDEE0+oyFGyLOPIkSMsscbGxsLhcGBwcBAjIyOGVYCdRoHIRXC73ejq6sLUqVPx85//nHXlqYrhEyslu6GhIVOINOmjVp1rUTtlh8OBjo4OpKWl4emnn1axTrUQaTrjwMCAKUSa9NFwjTNJkoT29nbExsbiySefBADGOpVlWZVYqUrv7+83hUjbcZGVZTGXhJaWFrhcLvzkJz+By+UyhEh7PB4Eg0H2wW0EkSYK2ETVR4FIIg0JRRm/r7heaC+CHjmKEmtRURECgQC2bdvGKjI9iLRoo0B0nIkaBUQfcrvdIRBpspYmYtTHH38MAIYQaXp/rJKUnfnR6upqNm5jBpE+efIkAGDfvn3Yt2+fIURa9HvY3t6Onp4e4QqXT7hGEOkTJ06gv7+fPaEYQaRFz3gjspARRPr48eNoaWlBUVERioqKDCHSE10fBSKJVBU0P2qHC3mje8+UWLOzs3Hy5EmsWbOGed4YQaSvXr0aMhVgdEbR+VGzcSZKrFOnTsWxY8ewZMkS3HbbbayC0YNI+3w+pKenC+ujVgmX7JSNzshzCo4dO4Y777wTixcvZmfUg0g3NTUhISEhbP5MJAsZ/Vt4iPTJkycxa9YsbNiwgX2v9SDSXV1dcLvdYcMuitgpE0T6zJkzyMvLwyOPPMLeRx7JR4l1aGhIiAJ2K0ckkXJBF6G3txfvv/++rq83haIolo96gHijgC7CtGnTkJOTo6pY+a0mgkh3dnbinXfeYVWWEURaxFdctFFAOLxp06axqgQwh0i/8cYb7Gv1INJ27UJE+KOkj2pZp0YQ6c2bN6uqam2nX5blsLvIkiykrVgJIi1fG13r7e0FMGbfzWusWoi0LMu6+qg27ODwSBaixGoEke7o6JjQ+igQSaSqoIswe/ZsNDc36/p6e6/NltrxFb8RHF50dLQKyVdSUoJPPvkEc+bMQUdHhyFEOj09XbhRIMtjdiHjnR/VQqR9Ph+2bt2KuXPnoqenxxAiPXXqVCF9FBhLAGlpaaameXRGIDRRaCHSTU1NeP3113H77bdjZGTEECJNI1ciH5okC40Xh6eFSHd3d+Pll1/GbbfdBqfTaQqRrqqq+s5dZCl4iPTQ0BCee+45JgNN1IgkUi7oIvzwhz+EJEno6elhn7yKct3Xm35YOzo6UFNTo+vrDdhrFIjuPdfV1cHlcuGhhx6Cy+UyhUjT3rbP59OtWIHr+qiIXYgoDq+2thYAsGnTJsTExKgg0rKsRvIBY08Cly9fNoRI27ULSUlJUdGd9IKM3O655x6kpKSYQqSBsSrs0qVL8Hr1IdJ2sYsishCdceXKlcjKygqxPSHJgsLhcODs2bPwer2GEGm7Y3PhWiu+1SOSSLnQXoT4+HjMmTOHXWAi3xw6dAhtbW04c+YMzpw5o+vr7XQ6be3Xi/rmyLKsugh6EOmamhoUFhairq4OJSUlKC4uZhoiLwV4PB5LfZSCGk6iVThvp8xDpNesWcMS65EjR+Dz+VBVVcWgFwSRpq+PjY211EcpaH5UhD8qyzISExOZPmoEkT527BjKysrYTj6gD5G26yI7HllIz/akvb0dJ0+exLlz5+D3+00h0nZcZO3IQhNdHwUiiZSFyEWIi4vD7bffjoMHD2LmzJnMWZQqBN7XOycnBwMDA3C5XDe0ucKHSKOAkHyFhYXIzc3FE088oRr5uHNpAAAgAElEQVS+5yvW7OxstttupeHW1dXZmh+96667DL+GEis1X5599lkVOUoLkSbJwaqCI7sQ0YRrZqdMidXpdCI+Ph7/+Z//yYbv5WtD7TxEmiQHq2kP0bE5wFoWIoi0w+GA2+3G7373O9Zx14NIk9NDcnKy6R4+r4+KnHGi66NAJJGyEG0UkJ3ykiVLWGK9/fbbAVyvWOmHuLm5GQDw4osvhuzh84/wRvqoNrS+4kZBOLxVq1aFsE61EGl6DH/55ZdDyFH85TDSR7VRX18vZKdM86Pz589XsU61EGn6BQCvvfaainWqhUiLfg9bW1tVdiFGwT+uk58RkaO0EOmKigoAwNatW1WsU69XDZEW/dAkWUiUz0pPKXq2J/S9pvnQ3bt348CBA6qKlUfy2d2vF5GFbvWIJNJrIcvmvuL81wH6F4FPrD09Pfj973+PO+64A9HR0ZBlWUWO4qUAelwPd6NAT1LgEys1Cm677TakpqZCvjbfyEOk6bL5fD5kZGTcsF0IRUNDg+H8KJ9YV65cieeff559ACmKgvPnz4dApPPy8lBRUYHk5GRLfVQ04ba3t8Pv9+v+W7QQ6ZdffhlpaWmYOXMmS1p6EOny8vKwusiayUJaP6nXX38dLpcLCxcuVGnBgBoiXV9fL2QXIioLTYSIJNJrIdvYexa5CHRZlyxZwhJfX1+fSgqgxAqMPRIfOXKEaax6zYBw7z1To2DBggWsYuUh0oqisMQKjOluBw8eZN1svcc5RVFU+qjZGQExHN7Q0BDmzp3LYM5mEOno6Gh8/vnnLCnojVUpiqLSR2/0jDQ2t2LFCixZskTFOqUz8kg+t9uNPXv2qMhReq8dThdZ4o+uXbsWCxcuZKxTHiLN0/kdDgd2797Nqmo9iLToU8pEiEgixfh8xUUSrvYixMbG4rbbbmMwjb6+Phw/fpyRmLSsU14KGBkZQUNDg1CjQG+/3uiM2kaBHpLv7NmzOHDgAKKjo0NYp7wU4HK5UF1dbaqP8mcc7/yoHpKvpKQEu3fvRmJiYgjrVCsFyLJsqo/yZxyPiyygJkcRks/n82Hbtm1ISUkJYZ3yj9nJycm29+vHIwvpQaSbmprwxhtvYNKkSaitrVWxTvkzTp48ecLv1/MRSaS4fhHi4uIQCAQMf3jt2IXQOJPZRYiNjcXIyAjcbjd+9atfhYwy8Ug+GgaPjo423cO34yuuKNZ2yh6Ph22uPPPMM3A4HGz4XpZlVWJNS0vDyMgIPB4PBgcHDf9e0kdFcXhWdspOpxMDAwMAgJ/+9KdISEgwhEinpqait7cXbrcbvb29honczjiTiCwkSRIbrn/44YeRkZFhCJFOTExEd3c30tPT0dnZaVo525GFaDvO7Ix+vx8AcN999yE/P5+Ro+gXn1j7+vom9H49H5FEirGEIkkSPv74Y+brTVXMlClTWDIUfdTT8xU3Cv4imEGkaRB7//79OHjwIGOdUsVKidXOfn1dXZ3w/Civj/LkKB4iTUCOo0eP4tixY4YQaVG7ELvzo7ydshFEmjB3586dw7lz5wwh0h0dHfD7/UL633hkIb2KlaYCLl26hO7ubpSVlaGsrMwQIt3X1yc8NmdnfpRkITOIdElJCXw+X0QfvRaRRAqwR7077riDffLyvt4001hdXR02X3EA7CIYJQoeIl1dXY20tDQsX76cJVeqWHkkX1tbm9Bcn4hdCGBtp8xDpOvq6hAVFYX77ruPVVp6EGmqzETWPUXnR2VZNpwf5ZF8NJP62GOPsQmLixcvqpB8Xq+XjYWJ6KNdXV3CH0hGj+s8kq+5uRnNzc34+c9/jurq6hDWKSVWeqS20iiJArZmzRqhMxrJQnxiJcfTiT4/SjHhEyn55tx9990qX+/u7m5VY4gSq8PhwIcffsgqmIyMjJCLEe5GAX8RtBUrLwUcPnyY/ZkPPvhAtYqprUT09FG9oP16qzPS4/rChQtDWKe8FMBDpLdv366qWLUTAXr6qF7Q/KgdO2WqWI0g0kNDQwCAHTt2qCpWLURa9CnFriyUl5fHpgKMINJ9fX0AgJ07d7Lz8RUr//eJnNGOLCRfWyu2ckmYKDHhE6nRZU1MTFQl1vr6erz55pvIyspCe3s728SJiopSjTJlZmZCtrFfLzrOBIReBC1EuqurC6+88gqys7MxODiogkjzUsDUqVOFL4JoMjOaH9Ui+QYHB5kvk9vtNoVIK4piqY/yZ7RKFGSnrP06LUR6dHQUf/jDH5CQkICEhAQV65SHSOfl5UFRFCG7kBuVhfQg0ps3bwYwtqhgBpGuqqoK67qnHVloosSET6SiF6GtrQ3A2P54ZmYm/H6/ioBDiZWaM8nJyairq0NmZqZhQhXdr6dGgdVFIAO59evXo6CgwBQiPTo6iqlTp6Kqqsq0wy+6Xy+acFtbWzEyMoIVK1Zgzpw5phBpYKzrfvXqVd2KlT8jr49andEqUXR1daGvrw9r167F4sWLTSHSDocDiYmJKC0tVbFO9c4YzvnR/v5+tLW1Yd26dVi9erWKdaooCiorK1lidTgciImJYawAI4g06aNWP2eistBEigmfSO10Znl9NCEhQeXrTYn1woUL8Pl8qKioQEVFBTwej4ocRYm1r6/Plq+4nUYBXQQjiPTFixdRVlaGuro6vPfee4YQaSt9VPva6enpqk0jo68DridcPYh0XV0diouLcf78ebS2tmL79u3Mk14LkaZ1T/o3Wr12QkICUlJShM5IicIIIn358mUcO3YMfr8fn3zyCYDrrFP6fvMQadGnlPHIQjzrlIdIV1RU4Msvv8TQ0BA+/fRTADCFSNtxkY3oo9djQidSEV9xCurMGl0ESqy0dvmrX/1KNdh+8OBBAGCJlRKOSKNAxFccsPbNocRaW1sLSZLw29/+lhGP9CDSKSkprHI1i9HRUdTU1AitM8qybGqn7Ha74fV60dDQAAD49a9/je7ubnZGLUQ6PT0dfX19lomHEm5+fr7w/KjR3jwl1tbWVgDAM888w/RXWVaTo9LS0pgcJAqlCYcsRIm1o6MDwPWxMDqjFiKdm5uLuro6BkMxe49ExuYmWkzoRGpn79nu/GhSUhKSkpLY5eGRfDK3m719+/YQjZV/1Lez9yzqm0MXgc5oBJGmLvHOnTsZLd17bfielwLs2oWQ7mx1RhoWJz4oEAqRpmSwb98+XLhwgVVZWoh0W1vbuO1CjEKWx1xkMzIy2IKCHkSaXDuPHDmCkpISdkYtRJr0UQIoW70/duZH6YmGJ0fxSD76eTx79iyuXLmi0lh5iDRJMSLFx0SKCZ1I6SKEq1Fg5pujRfJt3rwZkiSxhgWxTj0eD3Jycthl8/l8YfUVN7sIWoj0O++8A7/fj9tuuy2EHMVLAdQME9mvF5kfNbNT1kKkP/zwQ9TW1jJbESOIdHt7u9AZOzo6TO1C+KCnFG3C1UKk9+zZg5KSEqxZswbV1dUhEGk6I00KWL0/dmUhvakNLZLvwIEDOHnyJO677z7U1tYaQqSdTmdEH9WJCZ1IKUmdOXMGXq++rzcQqo8ahWjC7e/vR2trK2sUADCESEuShKioKJw6dQp5eXmGEGnSR0X260XnR+vr67Fo0SJs3LgRAAwh0sDYI/mpU6eYxqonL4i+P7xdiFkEg0HU1NRgxowZWLNmjYp1SmfkkXwOhwNFRUWs2tLjAYie0Y4sVF1djfz8fKxYsYJprDxEuqysjCH5gLFlgfb2dni9+hBpUQqYHVmouroaU6dOxdKlS9mCAJGj6BcPkY7s16tjwibSrq4udHd3Izo6Gvv37wcwNk7EP9JQYhXde5bl8fvm6EGky8vL8Y9//AMOhyPE9kQPIi3SKKAtLquLQHbK/Bn1INKKomDHjh3weDwhrFNeCvB4PFAUxVQfpRCdACA7Zf6MPEQauC4FbN++HW63O4R1yj9mx8TEMJcEK66oXRwezx8wgki///77ABBCjuLPmJSUxPRRkf16IwoYH3qykJYcRYn1gw8+QFRUVEQf1cSETaR0Wf/5n/8ZUVFRrIKRZZlpWjExMcjOzkZbWxtmzJghJMLb8c0xuwhxcXGsIfXYY48xSASdk4dIZ2dno66uDvPmzcPo6Kjp68uyjMzMTOH5UbOEGxUVhZiYGAQCAWzatAnTpk1TNdiOHz+uQvLV19dj2rRpGBoaMk34siwL2YWIVI8ulwvx8fEYGhrCvffei/nz55tCpDs6OpCeno7+/n7TCQS7spBZMqMRqt7eXmzYsIF5SvEaKw+R7u/vR3JyMnp7e03fI9JHwyELSZLEnAAi+mhoTOhEShdBkiTceeedbAia9on5jaZTp07h4sWLrNrxeq/7egP2fMVlG+NM1EF3u926EGn52gxrMBjEpUuX8O233zKNNS8vTwWRptGipUuXWp6R9uvt2CmbQaTLy8sRCARQXl6O559/3hAibaaP6p0xKSnJcn6Urx7NINIVFRWMHfDiiy9iypQpqnErPrHaoYCJuMjyHwp6FSsBTiorK1FRUYGBgQG88sorlhBpUQqYqItsRB/VjwmbSM0uQnJyMkusn332GYqLi3H//fczfZBI49HR0eyS0dqjiD5KXEiRMxpdBB4i/dVXX+H48eN45JFHWEebKlYeIh0VFRU2uxD+jOnp6boUJT6xxsbG4sCBA3j00UdZUtBCpOnRVVQflWWZyQxmIV+bH9WzU+YTa0JCAmpqavDII4+gs7OTzQVrIdLp6enCdiHhkIV4iHRycjIqKirw4IMPMmmFlwIIyZednY36+vqwjM3xZ4zwR/VjQiZSu745Xq8XCxYsYHOS5ItDVSslVmCMfJSfnx9SsVLY2Xu265vDr7SaQaSPHz+OhoYGprFqK2M9fVQvaL9elHKVlpamGn3SQqRPnjzJPpBOnjyJ5uZmVrFqpQjSR0X3672C40yxsbGYN28e+1o9iPTw8DAAoKioiDWF9CDS34WLLMlC8+bNg8vlYhBpXgrgkXznz59nUwhebyhEmuxCRE37RGShiRgTMpGKaGuA8UVISkrC/Pnz2bxfV1cX/vrXvwIYu+AkB0RHR4dIAXQRbsRXnA+ji6AHkX7nnXfQ39+PgYGBEIg0LwWINnvM7EL4oPlR7UC6HkR627ZtaGlpgdvtNoVIi34gtbe339D8qB5EeseOHaiqqkJycrKKdZqenh6yhy9yRjuykB4Oj7a+yPYkGAxi9+7dKC4uRlZWVghEmpcC2trahF1kRWWhiRgTNpGGc+/Z5XLB7/dj/fr1WLVqFbq6ulTD91euXAEAttKYmJiIlpYWFetU74yioAmRi+B2u1kVfu+996Kvr0+1h88nVmrQNDc3q1inemcErBOuqJ2y2+1GS0sLZs+ejYceekjFOpVlNUQ6KioKHo8HLS0tiI2NNaySRD80yS7E6t/idDrR2tqK6dOn4yc/+YmqYtVCpKOjo+FwONDe3o6kpCRDiLSd/XoRO2VJktDa2oqcnBz89Kc/VdmekO5Pyxb0vnV0dKCjoyOEHEUhSgGbqDEhE6miKMKPeiKNAu1FSEpKwh133MEqDFpxJJDE4OAgtmzZYgmRDnejgL8IRhDpqqoqpgn+7W9/g8vlMoRIy7I8brsQvdDOj/KsU2CsKiIp4Pjx4wgGg2wP3wgiLcsy4uPjdfVRvTNaJQqtLKRXsRLg5MiRIwgGg2wP3wgibaaP8jFeWcgMIl1YWAiHw4G9e/cCgCFEOqKPmseES6R0EURBHKJ7z2a+OYmJibjjjjvg8Xhw6dIlPPbYYxgZGWFVqxYiTY0CEX2U1j1vtFFAEOnY2FicOXMGDz/8MKKiokIg0pRYc3NzIcuyLX3UiIzEfx1gnCjcbjcKCgqQkJCAo0ePYtOmTUhLS2OVlhYinZeXh8rKSqEPTZoftXKRtUpm9BSRlJSEr776Chs2bIDX62Vn1INIX7lyxXDRgo9wyUKE5EtOTsYXX3yBu+++WwU15yHShOQjkllEH9WPCZdI6SIcO3YMdXV1rDpIS0tTXbaenp6wNwoURYHL5cLMmTPhcrlUFSsvBfAjV42NjeyMWoi0XbsQOzi8mTNnsuQKqCHSVG0BwIULF9DW1mYIkSZ9VNQuxM786PTp05GSkmIIkT59+jQCgQC+/fZbvPnmm4YQabsNKTuyUEFBAbKyslSsUx7Jd/HiRQwPD8Pv92Pz5s2qalC7uEBTHKJjc6KyUH5+fgjrVAuR7u/vj/BHTWLCJVKqHqdNmwZZDvX1pl9EHxJpFIj65tDjuvYiaCHSe/fuxblz5zBnzhzU1NSEQKTpjL29vcKNgtraWuEpBT07ZS1E+tChQzhy5AgWLFiA+vp6Q4i0w+EQtgtRFMXQLkR7Rj07ZS2S78yZM9i3bx8WLVqElpYWQ4h0YmKisIusLIv7M+nJQlqIdElJCT755BMsWrQInZ2duHTpkqpi5RuVIvoovTbNHlt9nZ4spIVI+3w+bN26NaKPmsSETKQFBQV49NFHTX29XS4Xc8x0u926vt5A+BsFwFg3PCcnBw899BCAsekBOiM9egFgFXB9fT1iYmIMIdKijQI786P19fWYPHkyHnjgAQBje93kgUQV6+HDh9l56uvrER8fb6j7kl2IaMIVsVOura1FfHw8Nm3aBEmS2AcKnZESK/9vMoNI2xmbo6cUK1mouroabrcb999/PwOCGEGk6YwlJSWGEGk7Y3OispDoWvFEjgmVSLu7u1UXQc/XmxLrl19+CWAMzwaMVax8o4ASq5U+SiEKmiDfHP4iJCQkqCpWgkjv378fg4ODOHToEA4dOmQIkRa9CEZ2IdrQs1OOjo5WVawEkd6/fz+6u7tx+vRpnDp1yhAiLdqQam1t1bUL0Ybe47oRRHr//v1oaWlBSUkJ0wb5ipUg0qIfmoTDE+GzamUhI4j0l19+yRptJP3oQaTt7tePx0U2EqFhmUglScoB8B6ADAABAFuCweCrkiSlAtgBwAtABvDjYDDYce3P/D8AngEwCuA3wWDwi2u/fxeAvwGIAfA5gN8Gya7xfyCsmhmUWD0eDz799FNs2LABc+bMYZqbLKt9vb3eMYSc2RgT/9rhmh9NSEjAzJkzsWvXLtx9991YtmwZO58eRLq1tZX9u6zOCFiTfURweNHR0Zg+fTr6+vowf/58bNy4UUWO0kKkyWNedALAKpm1t7fD7/ebJhSCSA8MDGDWrFl49NFHVaxTLUR6ZGQEbrdb2EPKKpmJyEKUWIeGhpCXl4ef/exnjHVK0hQPkXa5XJAkyXJtVnRszo4sNJFDpCIdAfDfwWDwvCRJCQDOSZJ0AMA/A/gqGAw+J0nS/wHwfwD8b0mSbgfwOIA5ALIAHJQkaWYwGBwF8BqAZwGcwlgivR/AvnD/o4xCtFFAFyE/P9/Q11tRFPh8PvT09KCnpwcvvfSSqlEwefJk1aOnkT6q99p2fXPi4+NVtidaiHRnZycA4PnnnzeFSCuKgilTpgjbhVhdQn5+1Mj2hM5JnljPP/88srOz2XuphUgriqKrj2pDtHokO+Xly5eHsE6JHEVnJN38xRdfREZGBvtaLURalsPrIsvLQlrWqRYiTdyFP/3pTwyITe8l/wEgC44z1dXVReZHBcIykQaDwQYADdf+v1+SpG8BZAN4CMDaa1/2LoBCAP/72u9/GAwGBwFUSZJUAWCJJEkygMRgMHgSACRJeg/Aw/gfTKSioAlFUXQvAu/rvWDBApSVleHvf/87Vq5cyXRMvmLlE1ZjY+MN+4rzQRdBb36UR/LJsox3330XK1asYLvZehBp2hYS3a8XmR+lRKFXmfGJtampCa+//jqWLVsGh8MBWZZZxcpDpPPy8lBVVYXp06cLNXvi4+ORlpZm+XWAfjLjE+uCBQvw8ssvY9GiRYiPj4csyzh79qwuRLqqqsrWfr2oLKT3PvKJ9a677sJzzz2HO++8k9HCjCDSlZWVkf36MIYtjVSSJC+ABQBOA5hyLckiGAw2SJJEPLFsjFWcFLXXfm/42v/X/v7/SNjxFafOrNVFUBQFbrcba9euZZUdVaz0i5B89PeePn0aXq8+RPq78BWnRLFy5UqmcRlBpIGxS3vs2DFDiDSNM4lSruzYKS9dupRVmmYQ6ZqaGnz99ddMY9UmA9JHRbvrIvOjdMaFCxciMzPTEiI9NDSE/fv3s2pQj6Jl1y5EBIcHAPPmzUNBQQGrWI0g0tHR0dizZw/7sND7PsmyHNFHBUI4kUqSFA/gEwD/GQwGu01+QPX+Q9Dk9/Ve61mMSQBh+yQUfRw18hU3+ju1F4EnRwFjifWzzz6Dz+dDZ2enKURa1FecmiQijQJZlkPmR/Ug0vv27UNpaSlGRkZMIdKNjY1CdiGBQACKogjPj2rtlPUg0l999RWKioosIdI9PT3w+/1Cj6N2Eq5WFtKDSB8/fhyFhYVITEw0hUjT2qbI2Jzefr3RGbXjTHpIvvPnz2Pv3r2YNGlSCOuUP2NcXFxEHxUMoUQqSZIbY0n0/WAwuPPabzdJkpR5rRrNBNB87fdrAfDPm1MB1F/7/ak6vx8SwWBwC4AtALBo0aKwNKPoMcrtdpsCmkV1q76+PjQ3N1smiuTkZEYpevrpp1UaK1+xxsTEICYmhu2Rm53Rjl0I+RmZRVxcHPr7+5Geno5///d/V7FOtRBpGrlxuVymEOmmpibh+VFZli3nR6OiotDX14fExET88pe/DCFH8RBpGuh3Op2mEGnSR0U711ZPKS6XCz09PfB4PHjmmWcQCAQMIdL80kFfX5+hLj0wMICGhgZhWchqftThcKC7uxuSJOGpp56C2+02hEjHx8djdHRUyL9qoodI114C8FcA3waDwT9w/2kPgKcBPHftf//B/f4HkiT9AWPNphkAzgSDwVFJkvySJC3DmDTwTwD+FLZ/iUVUVVVheHgYmzdvZmtvVMWQrzcQ/kaB9iLoVayUtIqLixEMBvHWW28hJibGECJtpo/yITo/qrVT5lmngBoiTeNBH374IdxuN3JyctgZeYg0PQFYXUKaHxXF4dH8qBlEmhLBnj178NlnnxlCpEWfUuzKQjQ/6nA4VBDp0dFRJgXQbOjXX3+Nr7/+2hAibWe/fryykBFE+uzZs+jp6YkkUoEQqUhXAPgZgGJJkr659nv/L8YS6EeSJD0DoBrAYwAQDAZLJUn6CEAZxjr+v77WsQeAf8f18ad9+B9qNHV3d6OzsxPLly9HcnIyFEVhABFgbJyILprP50NOTk7YxpmsLgI90s6ePRsXL17E4sWLGcqOZ53yibW8vNyWXYjVRbCyU6bESmecP38+Zs2axSotnhxFUkBFRQVSUlKE9VGrRNHW1obe3l7Dfwsl1mnTpqG4uBizZ8/GokWL2Bn1ININDQ2Ijo62tAuxOz9qJAs5nU6WWEtLS5GWloZ169axM+pBpDs7O4WmOMIlC/EQ6StXrsDj8UT0UYEQ6dofg76+CQAbDP7M/wXwf3V+/ywAa1EozEEXYe7cucjMzMTixYsRDAbR2trKEpbP52P2s729vdi5c6eurzf/d4ru14vuPQeDQcyePRsFBQUq1ildND6xulwufPjhh+wDwAgibWe/XtROecaMGSGsUz2ItCRJeO+999gZ9SDSonYhogmX7JRXrVoVwjo1gki//fbbqj18rRQgy2IusnZloXXr1oWQo3gkHw+R5lkBehBp0kfDhV2kLTcRuE8kJshmk95FkCQJkydPxuTJk1liPXXqFL788ktkZ2erfL0TEhJUGyTR0dE37Cuu93V6F0ELkS4uLmZJvrm5WcU65aWAtLQ04YsgyzLS09OF50e1CVcLka6qqsJ7772HgoIC9PT0hECk+eaVoii27EJSUlLGdUYtRLqlpQV/+ctfUFBQgOHhYVOINDWkRJ5SbkQW0iL5ent78dJLLyE/Px8Oh8MUIi3Lsq1xpnDJQpEYiwmTSK0ugiRJaG9vh8fjwZNPPglJktDW1qZqDJGvN1V4g4ODaGtr061YAXu+4qK+OS0tLZAkCY899hiioqIY65TOSYnV4/FgdHSUabRG21dafdTqjCJ2yo2NjQCABx98EImJiSEQaULyOZ1OjI6OsvlWI4g07dfn5+cLzQDHxcVZ2inX1dUBAO69915MmTLFFCJNMO7y8nIV61TvtUWxiyKyEJ1x9erV8Hq9KnKULMuqxAqMaZ2lpaXwer2mEGk7Y3MRfVQsbvlE6vf7hRsF2oswadIkTJo0CYsWLWK+3qS3DQwM4MSJEzhx4gTi4+NVzStC8tmxC6mrqxNqFGgvArFOtRDpU6dOoaGhAd988w2++eYbQ4g06aNWF4bGmXjPJbMz8vOjWog0JdbTp09DlsfMBC9fvmwIkW5ra7shuxCjM/J2ylqINCXWM2fO4MqVK+yDwAgibdcuRNSfiZeFtOQoSqznzp3DN998g5aWFnz88ccA9CHStO4pYqcc2a+3F7d8IhXV1qwugiRJSEtLQ1paGoqKiuD1evHAAw+w6oCvWOPj45GXl4e+vj4252gWoglXxDeHEuuFCxeQkZGBn/70p7qsU0qspBNaPeqJ7NcD1xOumZ0yJdZLly4hKSkJv/zlL1UaqxYiTeM8VvqfqF0IYD0/Som1tLQUUVFR+K//+i/V8L0WIk1VutWWUl9fX9hkIUqsly9fhsPhwO9+9zvVUxSP5Js8eTJSUlIQCAQstV4amxMpPiIxFhMikYazUUB2yuvWrWOJ9a677lJVrJQU/H4/AODVV19llQFfsfJnFN2vF8Xh0UXQsk5plZXOSTvumzdvVmmsWoi06AeS1i7EKOhxfcaMGQwgbQSRptfesmWLSmPVJhnRM3Z2dqKzs1O4MiMra63tCS8FENpw27ZtKnKUFslnZ2yusbFRGIeXnZ2NmJgYVcXKI/lkeczqBgB27dqFo0ePqp6ieLlG1EU2Etfjlk+kIoPUwI03CviK9a677kJ/fz9eeOEFzJgxA9HR0ZDlUFU+jEoAACAASURBVIg0/RDbbRSIgCaMLgKP5BsdHcVzzz2H3NxcNhbGV6w8kk+WZSF91Gy/ng8zO2UeIh0MBvH73/8ekyZNQmZmJhRFMYRI+3w+IX1UNJmZ2SlrkXybN2+Gx+PB9OnToSiKIUS6srISLpdLaL/ejiy0YsWKkP+mRfK9/fbbGBgYwPz580MqVh4iXV8/ticT2a8Xj1s6kdJFiIqKwsWLF+H1eg1tLORrg9SivjlWF6GmpgYAcPfddyM/P98UIg2M/SCTZGAEkZZlMV9xqsxE+aN33XUXG74n1qm20gLGZIPjx4/D6/UaQqRlWbZlF2KVKGh+dN26dQyoQhBpei8JIg2MyQaFhYWsYtXb8pFlWaWP3ugZe3t70draig0bNjCdm69Y+cQKjMkGxAowgkhr9VGjsCML1dfXY+nSpVixYoWKdUpn5CHS6enpunyASOjHLZ1I6SK0tbVh9+7dAMYG4PlqMDk52VajQJZl4b1n/iIYQaSJednX14fPP/8cwHXWKf2aNGkSA2SI+IrL8hhowuoi6HVmExISVEg+v9+Pb775Bl9//TWCwaCKdcpLAZmZmZAkyVIfpRCdH9WrHvUg0mVlZfj000/hcrlUrFMjiPSN2IWInFEPIu3z+fDhhx8yg0GqWHlyFA+RFqGAKYoyLhdZQB8iXVtbi3fffZdJGJEQi1s6kSqKgqioKPyv//W/2PC9LI/5zH/zzdiSFg/LsEKukT4qYhdidREosZKlyW9+8xv09fWpdEEeyTd58mSMjo4iOTnZdA+f9NFw4fASEhJYlf6LX/yCuQJQFUMVq8fjwZQpUzAwMIDExEQEAgFDOYW66zNmzBBKZgkJCaZ2ytHR0ezveeqppxgpns7IJ9aMjAx0dnZi+vTpGB4eNk1UdmQhKztlYjwAwCOPPIKsrCxDiPSUKVPQ1NSEOXPmYGBgwLRzLl9b9wyHLORwOBAMBhEIBCJjTzbjlk6kVHk4nc4QX2/aJ+aTwUcffcR8vekXXzHZ3a8XaRSQPhoVFYWoqChDiDRtNH3++ecoLCxUjbbwEGnRRgHZhYzHTtkIIk0AlsOHD+PkyZOGEGkzfZQPSrii86OxsbFMFjGCSNOH09mzZ3H+/HlVxcpDpM30Ub33x64sZAaRpjOWlpaitLTUECI9NDSE+vp6YdO+cK4VR0Idt2wiNbsIkiSpEutf/vIXREVFYe7cuazhQnAOSqx5eXls3TNc40xmF0ELkX7nnXcwMDCAZcuWhSQugkjn5eWhtbUVgNi6p9l+PQXxR41wbzySz+/3o7GxERs3bmQfAHoQ6d7eXgBidiEi0Ayr+VEeIt3X14dvv/0Wjz76KHsfeSQfJVaqHkX00XDIQnxiHRwcRGtrK5544glWtepBpKOjo4XtQkRlIZofjeij9uKWTaSi1SNdhA0bNmDp0qWsYiVfb2q4UGJ1Op347LPPVBqr3o67HV9x0YuwZMkSLFiwgG0hGUGkJUnCp59+qmKdas8oWnnwdiFmQeNMs2fPVrFOzSDSe/fuZclDa3vCn9HqtXm7EKugDSm+YtWDSFMiJTgzaazaR2i7Y3N2ZCFaaTWCSI+MjAAADhw4gPLycvaBr02C34WLbCTUccsmUruNAj6haH29g8Egamtr8fbbbyM1NVWVWAnJx0sB9Lg+Xl9xbRhdBC2Sr7W1Fa+99hpSU1PR0NCgYp3yUkB6ejpkWRayCxFNuEbzo1qIdE9PD/70pz8hISEB3d3dphBpRVEQHx9vqo/yZ7RKFEZ2ynoQ6c2bN8PlciEQCJhCpEX0UcAeDk9PFtKDSG/ZsgWDg4OIjY01hUiL6KNAZH70RuKWTqSie89WvjmSJLHH0e9///vIzc1lFauiKKioqGBIvsTERHR3d2PGjBlob29XsU61Qeue4Zof7evrQyAQwIYNGzB79uwQiDSP5BsYGMDUqVPR2NioS47iz8jro2ZnBMQqs6GhIaxYsQILFiwwhUgHAgGkpaWhtrZW1/aEP6MduxARycXv92Pjxo1Yvny5inUqy7IKIu1wOJiHE8861XvtcLnIAmOSS1tbG+6++27cc889GBkZMYRIu91uxMbGwufzqVinRu9PRB+1H7dkIu3p6RFuFNjZe6aLoFex0lRASUkJuru7UV5ejvLyckOINA1Siz6OjgeHZwSRLi0tRXl5OWpqavDGG28YQqTHYxdid37UCCJ9+fJlFBcXo7m5GW+//TaDSNN7qYVIG+mj2jOKuMhqq0cjiHR5eTnOnDmDrq4ubNu2jbFO6Yw8ks+OXch4ZCFiwWoh0j6fD4cPH8bo6Cg++ugjADCFSE+ZMiWij44jbslEKlp5EBdS1DfHaO+ZR/J1dnaipqYGv/jFL1gXVg8iHRsbi0AgYFllUjdXxDdHlmXTi0CjXn6/H+Xl5Xj22WdV0wtUsRKSLyUlBYODg0LNHkVRLO1C6IxmdsqUWPv7+1FcXIxnnnlGtdZKFSsljilTpqCrq0to3VO2MT/q8XgMZSFKrENDQzhz5gyeeuop1vCS5VCIdHZ2NhobG4Xp9aKykNlTCkGkR0fHmOo/+tGPEBcXx6p/LUQ6NzcXiqJE+KPjjFs2kUqShE8++USlX2ofT+00CshX3Cqo8iD7BiOINEkFe/bsQX5+viFE+rtoFND8KJ3RCCJNSL7PP/8cZWVlqoqVl0zILkS0IUV2IVZnjI+PZ08ARhBp2hb66quvcPXqVfa91kKkjfRRo9e2Mz9KI3Z6EGlZllnCOn78OKqqqtgZc3JyVONIpI+KUsBE1ooVRYEkScjPz0d0dDRyc3NDINKyPIbkE2l8RkI/btlEmpaWhtTUVJWvd1pamqrpIqKPAtdtbkUaBXq+OXoQ6S1btmBgYADZ2dkqOj9VrLxHuog+SuueVtUjzY/qjetoIdLvvfceWlpaMGPGDMjXFhmAUIi06H59a2urqV0Ihdk4kxYi/fHHH6O8vBwLFiyALMshEGl6L9vb2wGE10XWSBbSQqQ///xznDt3DsuWLUNNTY0uRDovLw/Dw8O29uvH6yILhEKkCwsLcfjw4Yg+Os645RIp6aP33HMPW3vjfb35xOp0OhEbG8uqLSN/oXA3CoaHh9Hc3MwaBcFgUIU/4+n8TqcTUVFRDNhrBJEWbRTYweHV19djzpw5+MEPfgAAhhBph8MBl8uFb7/9Vrdi1Z7R6rU7Ojrg9/uFLnVtbS2mTZuG+++/HwBCINK87YnD4cDly5cxODhoCJH+LmShmpoa5ObmYuPGjQBgCJGmKC8vx+joqCFE2q6LrEgVXl1dHdFHbyBuuUSqvQh6vt5NTU24evUqCgsL0d/fj507xxymU1NTVRUrJVZZtmcXIjLOxF8ESZJCINJtbW3w+XzYv38/RkdH8dlnnwGAIUSaGgXjtQvRhp6dshFEes+ePXA6nfjyyy8BXGedapF8iqIgMTFR2C7EKlHozY9qIdL9/f1QFIWxFogcZQSRJn00XONMerKQEUR69+7dTHc9deoUI0fRGSmx0uN6uOxCSBYSac5GQj9uuUSqKIrpRaDE2tnZCWBsN9vj8bAqi/f1Tk1NZY0CUXalCGjCqlFAibWnpwfBYBA//OEPMWnSJFbB0HQAMJZYc3NzIcsy5syZY7qHT2cUweGJJNzExERMmTIFo6OjeOCBB1BQUGAIkaZmRm5uruUZZVlGfHy8JftAJOHGxMQgKysLg4ODuPfee3HnnXdCURR2Ti1Eurm5GZMnTzZlBdBrh0sW8ng8yM7ORk9PD1auXIlVq1apjPq0EGm/34/U1FS2NGB2RjuyUEQfHX/ccomUOrOijYKpU6fC6XTq+nrL3OzlqVOncOXKFVU1yI/6jMdXXHR+lNYBjSDSlZWVCAQCKC4uhs/nUzXYeIg0rXuKrjPydiFmXweAVfBGEGmfz4ehoSFUVFTghRdeULFOeYi0XbsQu/OjZhBpn8+Hvr4+9PX14bnnnrOESOfk5AjbhdiRhdxutyFEuqqqigHDX3jhBVOItCzLQnYhok8pkTCOWyqR2m0U6F0E3td72bJl2L9/P4qKirBhwwbU1NSoKtaUlBT2QwwgLL7i2jPqXQQtRPrw4cMoLCzEvffey/iSehDpmJgYYX20urqazXZanZEnaPHBQ6SLiorw+eef47777mMTDASLoYo1Ly8PqampwvoofWiKjDMZzY/yEOnS0lJ8/PHH2LhxI+Oy6kGkMzIyhPVRSrg3IgvxSL68vDxs3boVGzZswPDwcAhEmgAnOTk5qKmpEd6vF5GFImEct1QiFdWtyDdn/fr1ln9ndXU1cnNzmQ4XDAZZ84oaLoTkA4CLFy/C7/eHVKwU34WveHV1NdLT01ly5iHS9IuHSF+6dAl9fX3wevUh0nbsQmRZFpofVRQFCQkJWLp0KXs9HiLNU7gAoKSkhGm0ehDp8diFiLokLFu2jH0tQaTpnEeOHGGP1GVlZeyRWE/SIbuQNWvWCJ3Rzvzo4sWLWSPKDCJ95coV9gFPTzZ80BRHRB+9sbilEqndRoFV1UM4PP4i0Kc+VayE5Nu+fTuGhoZQXl7Ohu/1INJ0EcLVKNC7CEYQ6R07dqCrqwuNjY1MvySINJ1x8uTJwo96ND8qOs5UUFCgStpaiHRPTw/+/ve/o76+Hr29vSqINC8FZGZmCjekuru7hV1kZTl0rVgPIr1z505UVlZCkiRTiLSd/Xq7shDfzdeDSO/duxcXL15EXFycinXKSwF5eXlobm6O6KNhiFsqkfp8PqSmpqK/v98UxiELjjOJXARJkpCcnIzu7m6sXLkS69atU20LaSHSw8PDSEpKQn9/vykbUjTZizQK6IydnZ2YN28evv/974eQo3iItMPhQGxsLAYGBpCQkGD46CyazMguxOrr4uLi0NnZiVmzZuFHP/qRihwly7IqsUZFRcHlcmFoaMi0MSR6RlFZKDo6Gt3d3fB6vfjZz37GWKf0/eYTa2xsLCRJwsjIiClEuqamxpYsZFWFu91udHV1ITMzEz//+c/Zn6Mz8omVmo4RffTG4pZJpL29vWzo+qWXXsLkyZNZBZOXl6dKrHb260X3nukiaFmnPES6qqqKzV6++uqrphBp2WCQWu+MgL35US3rlIdI8zOsr732GmOd0hl5iLSoXYhoMuvo6GBJCtAnR1FiPX/+PAKBAN5++21WsepBpMklQXS/3up91Nop86xTQA2RLioqQjAYxPvvv88aTnoQadJHw4Vd1MpCbrebff/ov5MUcPr0aUyaNCmij95g3DKJlC7rgw8+iN7eXsjX1t6KiooAjPl65+XlISsrS9hX3Gy/XvvaRheBT6yTJ0/GlStXsGnTJva4yyP5KLFSo0D0cTQ9PV14flTvEvKJNSMjA8XFxbj33nuZd5As60OkfT6f8H59QkLCDc+PUmLNzs7G2bNnmSU2VVpaJJ/X60VFRYUwBSwc86OUWHNzc3HixAmsWLGCoexkWR8iffnyZWRmZobVRdZMFiKIdE5ODk6cOBHxZwpD3FKJ1OPxYP78+XA4HFi5ciVGR0dVLom8/eyFCxdYU8jr9YZIAdQoWL16teVri+4900W44447EBUVxchRPJKPT6zFxcUYGBgwhEiPjo6ipqaGgZ6tzmjHTnnOnDlITEy0hEhfvnwZH330kSFE2kgfNXrtuLg4y/lROuOsWbMwZcoUVrHySD5Zllli7e3txbZt29jTiR6SbzwUMJEzTp8+HV6vV8U61YNIS5KEt99+m/08GkGktfqo0RkBMVlIxCUhEtZxyyRSugh85UGP5VOnTmWJddeuXfj222+RlpYW4uvNSwH19fU37Cuud0btRdBD8u3btw9FRUXIyckxhUj7/X4MDw9bXhjC4dF8p1nIBvOjWiQf7WZPmzbNFCLtcDhueL9e74x6dspaJB+NXM2aNQutra2GEOmkpCRhuxDRhGvkkqCFSH/77bf46KOPcPvtt6Ozs9MQIp2RkYHa2lphylU4ZaFIWMctkUhFfXOcTidaW1uRl5eHp556SuXrLcuyKrHGxMRAkiR0d3ejp6fHsJKzs18v4psjSRJaWlqQkZGBxx9/XEWOkmVZBZGmhEydaSOItOh+PdGZROyUm5ubkZSUhB//+McAYAiRJh2QpgWMINKdnZ3o7u4O6/xoY2MjoqKi8MMf/pAldD2INCVFQiAaQaTJLkREFpJlsbXiuro6OBwOPPjgg/B4PIYQaUmSEAwG0dXVhcrKSkOINOmf4ZSFImEdt0QiFW1maC+Cnq83JdajR48CAHbt2gVgrGLlKy1KrKSPhnPvmb8IeuQoSqyHDx/G0NAQvvjiC3zxxReGEGnR98fO/KiiKKyqAowh0oWFhejq6sLRo0dx9OhRQ4i06Bm7urqE50cp4dJTirZiJSRfYWEhWlpacO7cOZw7d84QIi06znQjspARRPrIkSOoqalBWVkZSktLVRBp0js9Ho8tF9mamhqh5ZVIWMctkUit9uv5rwOMLwIl1rS0NHz11VdYuXIlZs2axSqY4uJinDt3DsAYks/rHcPcZWRkhLVRYHYRKLGmpqbiwIEDuOuuu7BkyRJ2Rj2IdFNTE5KTk8PmzyRip0y0/IMHD2Lu3LlYv369qhrUQqS7u7vZGqzIGa0Shd/vR3t7uymflZB8hw4dQkFBgcpZlK9YCSI9NDQEp9Np6QNmx0XWShaixHr06FFkZWXh6aefZlMBshwKkaYPDaszRvTR8MYtkUhl2b6vuFnQRcjPzw+pWBsbG9ljF23fAMCf//xnVcWqhUiTbiXaKBABTQwPDyM/Pz+kYiUkn3xtf5wg0i+//LKqYtUi+WRZRkpKim27EKNoa2tjdsq0RmoEke7o6AAAvPjiiyEVK697G+mj4z0jLwtpWadaiHRTUxM7I1WsXm8oRFqW7e/XmwUvC3k8HlXFqoVIEyTl1VdfDalY+Z+9iD4a3rjpE6kdX/Eb9c2hT/2srCwsX74c5eXl+OCDD7Bw4UL09PQYQqSzs7PD7itudBG0SL66ujq89dZbWLBgAYaHh1VzojxEmkZ0RPfrb3R+lIdId3R04I9//CObuJBlY4i0qD4qy/ZcZPXOyCfW/v5+vPDCC5g7dy7i4uIgy6EQaR7GLUoBu1FZiIdIj4yM4LnnnsOMGTMwadIk5iCghUjTGdPT0y2fUiIhFjd9IqWL0NjYiMuXL+v6egPXuZB25ketLkJ1dTUcDgfuu+8+eDweU4g0MKZBFhcXG0Kkx2MXYnUR6P1Zt24dEhISTCHSAJhWqFexAte76zNmzBC2CxG1U16xYgUjORlBpIGxBtbJkyd1K1b+te1QwERlocWLF7OnBR4iTVorRXJyMg4fPsw+SPU+vGmKI9zzo/Pnz2d0K6pYqbLmE6tIQyoSYnHTJ1L6VL9y5QoDc2h9vWNiYmzv12t9xY1em78IRhDpgwcPwufzoba2FpWVlQD0IdJ2GgXV1dVCjQJZllV2ynoQ6fb2dnz99dcoKytDR0eHKURaRB8FxofDmzRpEvs9PYj0kSNHcO7cOQwNDZlCpHt7e4VdZG9EFtKDSJ88eZKNL2lZp/S9zs7OZg4EIi6ydmUh/nujtT0ZGhrC+fPn8cUXX0T00TDGTZ9IFUVBfn4+Hn/8cdU+Me/rTZ1hh8NhuV1jp1FgdREosY6OjiIrKwvPPPOMihylhUjTRbGq4BoaGoQaBYTDM7NTJiRfIBBASkoK/uM//kPFOq2qqlJBpCkhJyYmmgKa29vb0dPTIzQBIJJwExMTMTo6iujoaPz2t79VkaNkWQ2Rpu9xXFyc6R5+uGWhmJgYjIyMwOl04t/+7d8wMjKisj3hEyu95/RnjP5e0kdFTfusZCGPx4Ph4WEAEX00nHFTJ9Le3l40Nzdj3rx5cLlcrDIBxh6TeZfEqqoqAGMNFyNfb8Defn0gELD8YSTE2dKlS3UrVh4iTRi51157DSkpKaqqmm8AiTYKGhsbQ+xC9IKS2ezZs0NYp1qINA3eb9u2jbFO6RcPkRZt9pBdiOhCAyVcM4g0PZns3r0b+/btM4RIiz6l2HWRJRye2+1WkaN4iDTJKQcOHMDXX39tCJH+Ll1kI/po+OKmTqRmjQIaWcnNzcXixYvxwgsv4M4770RKSgoURcH58+dVvt500Xw+X1h8xSnoIuhdVh4ivWjRIjz33HOYO3cusrOzQypWHiJdUVEhdBFEk5nZ/CifWBcuXIiKigpMmzYNM2fODElcPET66tWriIuLE9ZHrc5oZafMQ6RJeyRnUZ516vF42AduXV2d0BSHnflRM1mIh0jX1tYiKSkJq1evZmc8cuRICESaphnCZRdiRxaKhHjc1IlUtFFAIyF33nknS2ijo6MqKeDChQssscbFxWHfvn3swuklLLv79SIXYXR0FHPmzMHs2bMZ65SXAi5fvsyQfFFRUfjHP/7BPgD0RpYURVHpo0YhmihaW1vR39+PWbNmYcGCBSrWKS8FUGJ1Op345JNP2AeAHkRaTx+9kTP6/X6mj2orVl4KoMQqSRJ27NihIkdppQDSR8M1zkSy0N133x3COuWlAB4i/eGHH6oqVu0HvehTiqgsFAl7cVMn0hsBTTidTlaxAmOJ9fTp0zhw4AASExNViTU9PV0lBbjdblt2IePde9aDSBcXF2PXrl1IS0sLYZ3yUkBiYiIURTHVR/nXHu/8qB5EuqqqClu3bkVGRgZqampUFSvfYCNDP5GGlCwb24XwYfS4roVINzU14fXXX0dWVhY6OjpUFasWIi06Nme0X68NIxyeFsnn9/vxyiuvYMqUKRgeHjaFSMuyLGSnLJpwI2EvbtpEasdXXBbYe3Y6nejt7YXT6cS//Mu/wOFwMI1VURQVki8pKYk1MXp7ew0fse34ipNvjtlFoN1/AHjiiScQGxtrCJGOj4/H4OAgJElCZ2en4cwnrXuK4vASExNN50clSWKPow8//DDS0tIMIdIxMTHo7+9HdnY2c+80g0iLzo+KbLm1tbUBAO677z7k5OSgp6eHvY+yfB0i7Xa7MTw8jIKCAtTW1qpYp3qvHU5ZqK2tDYFAAGvXrsXMmTNVrFP52hozJdbR0VFkZ2dbzrDKshzRR7+DuGkTqeijnp1GgfYi5OTkICcnB6tWrcLo6ChLrDQbSvvjxDqlKoZ+SO3ahYynUWAEkT5//jx6enrY/nhycrLqjJQMyS5EtCE1ffp04flRaj4ZQaQvXLjA9sfLysoMIdLd3d2m+igflHBF50dJH42Pjw+xPaEP0IqKCvh8Pvh8Png8HtVWEyXWwcFB4bG58cpC2oqVkHyXLl1CSUkJ6uvr8d577xlCpOnnjLbLIhG+uGkTKT2uh8NXHAC7CEa+OU6nkyXW8vJyxMbG4nvf+x6rsi5evMjIUZRY+/r6AFg3CuzOjxqN6/AQaZ/Ph+HhYTz++OMqXVALkR4dHRU6Y2tra1jmR/nEqigKWltb8a//+q8qgzktRJo+2Kxeu6enB21tbcJ8VjM7ZYJIE0n+17/+tUpT1yL54uPjEQwGLbeUaL9eRBaSZXM7ZULyNTQ0AAB+85vfqNi2Woh0ampqRB/9juKmTaQ+nw8jIyMqGG5ubm7I0PJ30Sigi6BlnfIQ6YsXL7J5vb/+9a8q/VKL5CPdyiqZieLwiD86Z86cENapFiJNyf7dd99l56OKVbuHD1h/ILW3t9uyU/Ze26BKTU01hEh3dXUBALZu3ao6oxYiLXrG8chCxArQ2p5Q8qdFi48++kjFOtUi+ezYhdiVheiMWog0nZE+RCOJNPxxUybSvr4+tLa2wuv1IhAI4NSpUzhx4gQkSVK5JObm5tq2CxHZe9a7CFqI9ODgIF544QVGOtdCpPlHWLoIonYhVkmqqalJd35UC5EOBAJ44YUXMGnSJCQlJYVUrPwZSR+1WmgQlVxoflRvoUGL5HvllVcQExODjIwMVcWqhUhXVVWFhQJGQTg8PVlI6yf1xhtvYGRkBPn5+SpyFI/k814br/suXGT1ZCEtRHrr1q3o7u6O6KPfQdyUiZQuwvr165GTk6Py9ZZlmfl6Eww3JycHV69eRW5uruFjkuh+PelWVhehoaEBgUAAK1aswMyZM0Mg0jySDxibDCgpKYHX6zWESIvahYgm3JaWFgwODmLx4sWYP3++KURakiQkJSXhwoUL8Hq9hhBpWZaF7EJEq8fu7m50dXVh6dKl7HHYCCItSRJiY2Nx5swZeL1eQ4i0Vh81CtGEOzg4iKamJqxcuRLr168HAEOItCRJ8Hg8OHPmjIp1qndGQFwWsvpej46Oora2VmiLKxL246ZMpNqLoOfrXVtbi3PnzqG0tBR1dXXYvn07GyfipYDo6Ogb9hU3+jq+UWAEkb548SKKiorQ3t6OTz75BMB11ik9xiYkJLB1T5GLIMv6diF6XwdcT7hGEOmSkhIcOXIEfX19+PTTTwFAFyJNf6eRPsoHzY8SpMTqjHwy04NIX7lyBfv370cgEMAXX3wBAKYQaTN9lH/t8cpCehDpyspK7Ny5E06nM4R1ypPCCCL9XbnIRiL8cVMmUqtGASXWq1evwul04r//+7/R2NjIKgSqWAEgMzMTSUlJCAaDlhWKnUYB7T0bXQRKrD6fDwDw29/+ljE69SDSkydPxtDQkOUcJSVcEbsQRVGYrqYXlFipAn722WcRCATYGbUQ6aysLPj9fkyePNl0Dx8QH2dSFMVyfjQ5OZmd8cknn0R8fDyrqrUQ6alTp6K5uRm5ubmWZwynLBQbG8seqR955BFkZWWpKlYeyTd16lRm+WK2h09nDKcsFInxxU2XSMlXnB6hzIISbkxMTEjFSh1YWb7OvtyxY0eIxsrPdZI+avXDqPUVNwv52iB1fHw84uPjDSHSNDC+d+9enDp1yhAibccuRJZloflRRVGQkJDAsHpGEOmKigoAY8Z4hOLTg0h3dnais7NTuHMtOs5E+qjD4WCsU0ANkaYzTFnzMgAAIABJREFUnj17FiUlJYYQaVr3XLNmjdD7Y2d+lCDLRhDp8vJyBINBlJWV4erVqyG2J5RYvwsX2UiML266RBoO3xy3282SEAC8+eabGB4exu233w5FUVBUVIRTp04BgEoK0D6uG4WdRoHRRdBCpLdt24a2tjYsXrwYiqKoWKepqansjK2trULvT0tLC/r7+4XHmfTslLVIvk8++QSVlZXMVsQIIt3f3w/AujoiUz9RIzcj/3oeIr1v3z6cO3cODzzwAFvH1INI079VRB8NhyzEQ6RjYmJw+PBhPPLII2x2WQ8iHRsba4sCFtFHv7u46RIp6VaidiEiF4HmR6k7S6MnVCHwidXtduPQoUMsKehtIolShUR9cwKBAGpqajBv3jwsX74cy5cvV1Ws2sRKLExKrnpaqWizp62tDb29vUIVbnV1NQoKCrBo0SLGOjWDSB87doydUQ8iLfqh2dPTg9bWViEQBwGfeY3VDCJ94sQJNDQ0hFSsFDU1NbbsQkRM+0gf5XmsZhDpU6dOobm5mWmsWikgoo9+93HTJVI7+/Wie8/ai+ByudgFX7NmDUZGRqAoCt5//33ExMSoWKcZGRmqPfyYmBjIcnh9xfUugrZipebV3/72N8TGxqKsrEzFOtVCpGVZNtVHtWe0uoQdHR0hdspGEOm//vWvcLvdkGVZxTrlpYC0tDTI8phdyHj367VBspDWJUEPIv3OO+9gZGQEbW1tTFbRg0iTPjre/XptGMlCehDpd999F93d3RgaGgqBSGv38EXen0iMP26qREoXYf78+RgaGjJdsZNlMV9xkYvgcrnYKNUDDzyA/Px8Q4h0eno6WlpaMGPGDPT19Zk2ARRFEfIVF0lmDocDDocDIyMj2LBhA+bOnWsIkU5JSUF3dzeys7PR1dVlCiuRZRkJCQmW86MiZ5QkCU6nE/39/VizZg2WLFmiYp1qE+vQ0BCSk5PR3t6uYp3qvXY450c9Hg+6urqwevVqrF27Ft3d3YYQaUmSkJCQgNbWVhXrVO+MduxCRM7Y3t6OBQsW4Hvf+56KdSrLY1bdhOTzeDxIS0uL6KPfYdxUiZTWPS9evIji4uKQfWJKrHZ8xeVr+/V29p7NINKXL19GMBjE1atX8eKLLxpCpGmQOpyNAr4yM7I9oUTQ0dGB6upqvPLKKyrWqdd7Hclnpo/qvXZcXJwtHJ4ZRLqiogKXL19Gc3MzNm/ebAqRvhEKmF5oZSEjiLTP58M333yDgYEBvPnmm4iKijKFSIuOzQHiLrJ0Rp51Cqgh0mfOnBEyNYzE+OOmSqT0uP7jH/+Yrb5pfb29Xi9cLpctLqQond3IN4eHSAeDQTQ0NODJJ59UQU4IyUeJNT4+XlgfVRSFXWKzkGVjHB6fWJ1OJ2RZxhNPPME0TJ51Sol10qRJ6O3tDas/kywb2ynzidXj8eDy5cv4yU9+gr6+PlZpaSHSmZmZaGlpEXp/rMbm+DOayUIEkY6JicE333yDRx99lP391HUHwBJrTk4OampqhPRRWZZvyEWWghJrfHw8Tp06FdFHv+O46RJpXl6eioCj9fU+ceIEAoEAAODgwYPIz89HXl4ecnNzQ6rO8fiKi5wxIyODeY+vXr06BCJ9/vx5jIyMAAC+/vpr9u/Sg0iLNgoIhyc6P5qUlMTWB40g0gMDAwCAI0eOoLa2NqRipdDTR83eHzt2yjNnzoTD4dCFSPOJ9cSJE2hqajKESPf39+vqo0avbUcWmjVrFjwejyVEuqioCK2trYYQaWpyikwphFMWisSNx02TSI0ugp5LIu09OxyOkIqVnxGlixCuvWeji6AHkX7nnXfQ2dlpCZEWvQh250dp/5pCDyL9wQcfoKamBllZWboQaTqnqPbY1dWFzs5O4c61dn5UDyK9a9culJWVYcaMGWx6AQiFSIuOhdmRhYxweFqI9P79+3H69GnMmzcPNTU1hhDpoaEhWxSwyPzo/3/ipkmkopc1EAigo6MDq1atwrp161QVq6IoKl9vt9uNuLg4VFdXsyFpvbDTKBC5CMAYB/TOO+/Epk2bVKxTLUTa4/EgKioK1dXVhrYndEZAbL++r69P6IyNjY2YOXMmHn30URXrVAuRdrvdcDqdqKv7/9o78+CornPbr63WPCGEukETapnJIwYzGUOwYkIu3KRsl1OV2Jlc5by4XPVS9VyvUq+SulWv6v0XZcSx49hxuNcpHA9wnRgFMMJgMIOCQLaQogHRlvq0aElIaO6WWvN5f6j3YZ/TZ9iNWq0je68qFaLdqD9LOqv3+fa3f6sDSUlJhpMAvG8KbFyImQghuHnzJtxut1KjEUSabhh2dnYiNTXVECIdLQWMpy3U1dWFgoICPP744wBgCJGmLYeuri5kZGQYQqRpf9TqZx1NW0hoblo0Rko3CqKdH9VbsdJ8+aqqKkxOTuKvf/0rCCERK1ZqrJIUXa44Dw6P7Y+yrFMWIu31enH27FkQQnD48GEAMIRIm/VH9Wq0ugj7+voQDAZV5/CNINLUCI4cOQLgNuuUflBjNeuP6tVoZWbaOGUziPTJkychy7JyDj89PV21qqbGatUfpZpLW8gIIl1ZWYnR0VFlx52uWNlWAO1vA+J8vZ20aIyUNzfH6kJITk7GXXfdhZmZGVRVVeE73/mOMtPo8/lUSL6CggIUFxfD7/dz0+tjsVFAjdXhcODMmTN48sknkZubq6yy9CDSbW1tSt/YqsYlS5bMeX6UGmtycjJOnDiBffv2wR0+/UX7glqItMfjsRxRojWmpKRgxYoVls+zqnHp0qVITU1FRUUFysrK8OCDD+quWClEurOzEy6Xi2tDKlZtoczMTKxbtw4ffPABNm/ejJ07d6rO4Wsh0gMDA8r/l1WNgJgfjYcWhZHSuBCejQJeHJ7P50NCQgJKS0sVcwVmVxBsK+Dy5cuYmZlBTU0NOjo6lFWWFiIdTa64JElwuVzcccqlpaXIysoyhEhfvXoVU1NTaGxsRHd3t1KjFiLN9kd540KiiVM2g0hfv34doVAIbW1teOmll1SrQT2IdDRxIdHMj+qRo2iNXq8XQ0NDGBoawq9+9StVjVqINB1nilWKLNsW0rJOtRDp/v5+AEB5ebkpRNrn40uRFZq7FoWRRsOF5M3NkSRJ90JISkrCXXfdpRjrqVOncPHiRWzfvh1+vx/V1dW6EGlCSMxzxSVJ0r0QtBDpqqoqfPTRR9ixYwe6u7sNIdJZWVkxiQvR1qiHw9NCpK9evYojR45gx44dSmonXbFSJJ87vNvO0x+lrz3X+VHWWK9fv4533nkHO3bswMjICCRJDZGmxlpYWAi/3899vj6atpDez4Y1Vr/fjwMHDmD79u2YmpqCJEkqiDQ1Vgo1F/3R+GhRGCl9V/d4PJienjZccUabK65HZ9fK7/ejoKAAe/bsAQAVRJquWCmSD5iNQElISDCESPPmilPQBE+c8o0bN7B06VJ87WtfU/6tGUTa6/Uq4Ba93dz+/n4Eg0HLGunIFY/hUhze7t27lVNiRhBpWmNqaircbn2ItLY/avXa0cQpP/roo8rv1+DgoGqUiRorfX51dbXuihW43R+NVYoscNtwd+zYodzRGEGkATH2FC8tGiNNTk7GxYsXceHCBd1cb9rnnEuuuFbUNNkLwQgiXVFRgZGREXz22We4cuWKIUSat2918+ZN3bgQrejqkZ7BBowh0hUVFejv70dLS4sCD9GDSPNu9pjFhWilNVwjiPQ//vEPdHR0oKurS0He6UGkec/XR5siq32TpjwCiuQbHBzE8ePH4fF4EAgEcOLECQD6EOloxuaiaQtp45S1EOmRkRGcPHkS9fX1oj8aJ9neSOnRxrKyMmzbtk1FwGFzvQsLC5Uz2VaiK9xYbBTQTJ5gMIhNmzZh9+7dKtYpG3uyYsUKhEIhZGdnc92OArGZH6UztMFgEPfeey+eeOIJVY9VC5GemZlBSkoKF1+Tp8ahoSHLOGVqrKFQCKtWrcIzzzyjrFj1INJ05Co1NdUU0BzrtlBOTg5CoRCKiorwox/9SMU61UKkqdmlpKSY1tjZ2RnTtlBGRgZCoZDoj8ZRtjfSiYkJALMXgjbXe2xsTDFWr9eLYDCIYDCI8vJyFBYWKqsYmutNJUnRn683E3shaFmndEifXmw0Ore8vNwUIs27UcC7MqNxym63W3fFqgeR/t3vfodly5YZQqR540KixeFt3LhRd8XKQqSbm5sxMzODV199VcU6dbvVSD6z/iirO20LsaxTYPZNg95m01X/m2++qWKd0hUr3UzjvUuZj7aQUGy0KIzU6EJgjdXj8eDtt9/GY489hrGxMUiSpKxYKd2ppKQERUVF6Ojo4L4dNYsLoTK7EFgkH90ooLeZkiTpQqTpqSveuOC54vBYJN+6devg8Xiwc+dOpKWlGUKk6cgV73FPq7gQqxpZJN8999yDxsZGbNu2DXl5eaYQ6dbWVl1Gp95rR9MWMjK9JUuWYP369bjnnntQX1+Phx56SDmhxrJOWWNtaWmBy+Wa89gcFW9bSCh2sr2Rjo+PRzU/+vDDDyurT5rrTX+JL1y4AFmWAQDXr19HQkIC3G53xIoViC5XXJKkqDYKNm/ejIyMDIV1yrYCampqFGNtbW3FiRMnFFPQfn262cMbF5Kdnc1tuA8++CDy8vIsIdI+nw8VFRXKm4URRDqa8/W886P33XcfiouLLSHSw8PDeP/995UajSDS0cSF8KYkrFu3DmvXrlWxTtlWADVWh8OBd955R6lRDyLt8/ki+qNGNQJioymesr2R8hyFA/QvBG2u9/j4OCoqKtDU1ITExERcuHAB58+fV2512VZAZ2dnVHEhvAP72guBRfJRY62srERNTQ2ys7NNIdLDw8MIhULcG1KrVq3inh9le816EOlz587hk08+gdPpNIVIA7Dsj7KvbRQXwkqSIuOU9SDSNTU1OH78OAoLCyFJxhDpzMxMdHZ2co3NGZ2v16tRz3C1EOnm5mYcOnQIJSUl6O3tVbFO2VaA0+nkjgsR86PxV9yNlBCyF8BLABwA/izL8i+s/g3PRgFPbk5KSgoCgYCyUTA+Pq4iR7HGSseCpqenTSHSvOfreXNzEhMTMTw8jNzcXDz33HPKipX23VhjpRfK1NQUQqGQ4Yq4t7eXOy5E4pgfTUhIwODgINLT0/Hss89GkKNYiDR905iYmDCFSEcbF2KFwyOEoL+/H4mJifjud78Lh8NhCJGmG1bj4+Po7e01hEjHMkWW6tatWwCAb33rW0hPT1dYp7ROaqzJycmYmJhQerRGEGl6vl70R+OruBopIcQB4A8A9gDwA7hCCKmQZbnJ5N/EdKOAvRBSUlIU3B0AlbFSaMihQ4dUrFPaCqDGGs1GAc+5Z+2FwK5Yd+3apYJIU0M9evQojh49agiR5q2xv78fgUAgahwePZygB5GmNZ45cwZnzpwxhEjzbkiNjo6ip6eHu3/M4vCMINKXLl3C2NgYqqurUV1dbQiRjiYuhLctROdH6c+Ksk61EOlLly6hs7MT9fX1qK+vN4RIi/7owijeK9KtAD6XZbkNAAgh7wJ4AoChkSYnJ3MNUvOce7a6EKixut1uXLp0CVu2bMHatWuV1YEeRPrzzz+H0+nk7o9a/YJ3d3ebXggUIl1cXIxLly5h/fr12LRpk1KjHkS6q6sLmZmZMYkLAaznR1mIdE1NDdauXYuvfvWrykpLDyI9ODgY9XFPM9H5UaM4ZRYiXVtbi+LiYjz55JNKjZIUCZGmfFarDaloUmTb29tNT3FRY62vr4fT6cQPfvADXdYpNVYqMT8aX8XbSAsB3GD+7gdgSkuemJjAwYMHlVVMYWFhxC0dXXnwnK+PZn501apVqhWrEUSaEIIDBw6oRpm0rQBJZ5BaT7yrx56eHoRCIZSWlkawTtlWQG1tLSYnJwEAr732mrKCYVes7PcnIyPDchaXt0Yap7xly5YI1qkRRPrll19W1ajdHNPrj+qJxtJE0xbSsk5ZiLTX60UgEAAAvPLKK6oeqxYiTb8/scIusm0hLeuUhUj7fD709vYiJydHd9NPaP4UbyPVa7zJEU8i5HkAzwNAYWEhRkZGVLneLKghLy8vJrni2ucBkUahRfK1trbirbfewt13341gMKhinbKtgMLCQu6NAkmSkJuba3khGK0eWYj0V77yFXR3d+O1117D3XffjYmJCUOINB25suqP0teOBoen/T5qIdKBQAC//e1vFRq+GURakqSYxIVQGcUpayHS4+PjKC8vx6pVq5Cenh6xYmXbFV6vd95TZKlYY52ZmUF5ebnCiRCKn+JtpH4A7HKwCECn9kmyLP8JwJ8AYPPmzfILL7ygyvWWJEkxVofDAVmWMTw8jPb2dhQUFOi2AqLdKOC5EDo7Z0v/5je/ifT0dFOItCzLCAQC8Hg8EeQoKtof5Qkq8/l8XPOjN27M3gDs2bMHubm5phBpYHbTp6mpyRQizXu+XuKcH6Wrx127dqGwsFDFOpUkSWWswGzr4OrVq3C73Yb//9FgF3naQh0dHZBlGdu2bcPq1atNIdLA7PTC5cuXlR13ve9VtHEhVobb3d0t+KMLpHgb6RUAawghpQA6ADwN4Ls8/1Av15ve0ni9XtTV1aGurg6JiYkoLi5WtQISExPh9/vnlCuuJyk8P0ovBCOI9Pnz55V+VktLiyFE2qo/SkV313n4o5IkITs7W+mPGkGkq6qqcO3aNXR0dKgg0uxqMCMjA4ODg3OKCzGqkY1TNoJIV1dXo7a2FgMDAxEQaRbJR497GvVHta/N0xaSNMeKjSDSNTU1qKqqwtjYGD788EMA+hDpmZkZ3LhxgysuRJIkrrgQXsMVir3iaqSyLE8RQn4CoBKz40//Kcty4518rbS0NENj9fl8OHv2LAAoxjo9PQ0AlpsZ0WwUWF0IlHN66dIl5OXl4fnnn1etWFmIdH5+vtJXtaqR9kd5DdcsTpkaK41defHFF1XHRdkVK9vjtVpl0v4ob5Cb2fwoNdakpCQkJibipz/9qbLjLkmz8dIsRJq+aSxbtsz0jDvv2Bxg3RaixkoN+Sc/+Ylywo7+XrIQaZfLhcnJSSxdutS0Rt6xOVojT1tIKPaK+xypLMvHARyP9dfVM1a2FXDz5k0AwP79+1FUVKTqX7K3f7zv6tpccSPR2/X169dHsE61EGn62n/84x+Rn5+vrGK0SD7eneu+vr6o50cTExNVrFMtRLqtrQ0A8Je//AV5eXmqjSF2xcRbI8Xh0bPqZqKGm5iYaAiRpit/APjb3/6G06dPq/qXLETaqD+qFW0L8a7C8/PzkZaWhrS0NGXFCkDVCqAnmiorK3Hu3DnVipVF8kUzNtfe3s6VIisUe9n+ZNOdiuZ60+OTrLGyK1a6IqO/xF6vd87n61nRC0HveayxzszM4Je//CWKi4tRUFAAKTyDqQeRbm1tjUlcCNXAwIDh/KgWIr1//37k5ORgzZo1kCQpAiJNDcHj8SAlJWVO5+tZjY6OGsYpayHSr7/+Oggh2LBhA3w+n4p1yiL5Ojo6QAjhGmeKRVuIhUgfPHgQQ0NDqlgRPYj0wMAAAL7+KE+KrND86AtrpFppjXVsbEzVCqBHHgkhyMrKwtmzZ+F2uw3zzSVJimmuOO2PPvDAA8ptnBlEOi0tDSdPnlR6rHrG7/P5kJWVFfP50e3bt2Pbtm0q1ildabHGmpycjOPHjyurQb0en7Y/aiTeFe7Y2Bi6u7uxa9cubN26VVmxGkGkHQ4Hjh07pmKdam+zaX+U93x9NG0hbeyJHkSaEIJjx44p30c9iDTvz1BofvSlMVKtUlNTI4yVbQVQY6UrMvpLXFRUpJxyiWWuuN4KVw8i3dDQgIqKCqSnp0ewTtlTTSkpKZAkCaWlpVzn6zMyMpCXl2f5PEB9seoh+VpbW/H2228jOzs7gnXKtgKysrKiOl9/pzg8PSRfV1cX3njjDSxdujSCdUprpMZK85msxubo94cHu6jHkNBCpPv7+/Hqq68iJycH3d3dCutUDyLt8/lEf3QB9aU1Uq3MWKfsitXhcMDpdGJychLp6emYnJw03PGlfSue44w+n88yTjkpKUkZrv/e976HzMxMFTmKRfI5nU4Eg0GkpqZibGzMsFURbT6T1fxoQkKCMlz/1FNPYfny5YYQ6dzcXPT398PlciEQCJhCNnjO19MareZHCSEYHR0FAOzbtw+lpaUqiHRbW5sKyRcIBLBq1Sr09fXpkqPY145FiixVKBTC9PQ0ysrKcP/995tCpCcnJ7k2pITmR8JIDWRmrPRW7+zZszh//rxCjqIrVmqs0cSF+Hw+ro0CNk6ZEKK8LqCGSFMjuHLlCq5cuRIRe0Iv9oGBAQwPD0d9vt7qebQ/agaRptCQxsZGNDY2GkKkQ6GQYX9U77WN2jHa51FOrRlEuqGhAYFAAK2trXjllVcMIdL0e887pRBNiiz9+RpBpJuamtDS0iJu6xdQwkg5pWes7HFRbeyJ2+1GMBgEEJu4EMA6TpmFSPf19WFiYgJPPfWU8gaghUiXlJRgZmaGq0Y6P7ptm+mJXgDm86Mskm9wcBC9vb344Q9/iPb2dkOINB0L4+mP3rx5c844PBbJNzw8DJ/Phx//+Mfo7OyMYJ1SJF9WVhampqYs35CiSZG1agtRiPTo6ChaWlrE/OgCShjpHSo1NTWCdarNk6LzgYcPH1ZWMHoQad5bvVu3bkUVp0z7q6WlpboQ6U8//RRTU1MAZkeF2B6r9vaUd7MnEAhEFadMUwuKiooMIdLj4+MAgCNHjqhWrNp+YLQUsB07dljWSPuj9EMPIi1JkvKmefToUTQ2Nip1apF80YzN8baFJEmybAsJza+EkcZIehBpusqSJEkXIk2NlfdC4N2ZpXHKWsPVQqQnJyexf/9+ZGRkIC0tTcU6Xb58uWpjSOI87slbo1Gcsh5E+g9/+AOA2fEqM4g0T38U4J8fpXHK2lW4HkT6wIEDCAQCCrPACCLt9XoBxDZFlrctJDR/EkY6T9IzViOINDC7OdTa2qpinWoVbVyI1UUYDAYxOjqKsrIybNmyRcU6pStWaqwOhwPZ2dm4du2aLjmKrTGauBCrGsfHx9Hf34+ysjI8+uijKtapFiLtcDiQlpaG5uZmlJSUGL4x0f5oLFJkgdnb9e7ubmzatAl79+5VsU5pK4Aaq8PhQEpKCpqbm3VXrGyNPN8fMT9qDwkjjZPMINKSJKGzsxNvvfWWsmJlWwHJycnK7frq1au5NnsyMzORm5tr+Tzg9sVKyVorV65UQaSvXbuGf/7znxgaGsKhQ4cAwBQizXu+/k74oyzrlEKke3p64PF48PHHH2NsbAx///vfAcAQIi1JsU2R1eLwWNYpC5Fua2vDhx9+iJmZGRw7dgzAbdapFsknSRKWLVsmztcvEgkjXSBpjXViYkLVCtBCpF0uF0ZHRy1vW6MdZ0pPTzecH6XGSk/XPPfcc5ienlZWWixE2uVyoaCgAH19fdzjXitXruQaZzKbH01ISMCKFSswPDwMAHj66aeRkZGhvEFpIdLFxcXo6OjgytiSJAn5+fl3jF2kosYaCoUgyzKeeOIJ5OfnKzVKUiSSz+v1Yu3atabn8Olri/7owksYqU2UnJxsCpGmZnDixAnU19crqxgtRJr2R3knAHgNNzU1FQUFBaoVGovkk5iRq08++US5vaZ1sqM+IyMj6OnpUeI0zMSLw/P5fAqLNSkpyRQiTYPxPv/8c1UfmG2Z0P4ob1xINPOjbvcsScsIIt3a2oqpqSk0NTXhN7/5jWpVzUKkaX+U8iWEFk7CSG0qPSQfCzjRrljpxdbX1weAb5yJd36UjjNpDVeL5KuoqEBDQwN27tyJ9vZ2FTmKhUjTXXirGmlcSFlZmWWN9HZdOxGhhUifOnUKVVVV2L17N/x+vyFE2uFwcPVH6fl63hWuXkqCFiJ98eJFnDp1Cnv27FHeBFhyFK0xMzNT9EdtImGki0RGxkpbASxE2uFw4LPPPkNpaSmKi4t1b015NzOGhoa445Tb29vhdruxa9cuALCESNfV1SlmrjecHs2GVFdXF9f8aHt7u3I4AIAlRPpf//oXRkdH4XbrQ6R540Lo/CgP5aq9vR3Lli1TMrGsINLCSBdewkgXqYwg0vRCY1mnehBpn8+H9PR0OJ1O09fhNbNgMBgxP6oHke7q6sK7776LmZkZ1NXVKYATp9OpuoWlfc47PV+vJzo/yob2GUGk33vvPYRCIbS2tio77hQiTT9ycnKU7w8PBSwa7CIbp2wEkT506BBCoZDoj9pAwki/IKIQaSPWqRYi3dvbi+XLl2NiYsJ0M4X2R2MxP+pwOJCbm4uRkRE89thjeOSRR1Tn8LXGOjIygqVLl2J8fNy0R0rHmXjmR61wePQ2e3h4GFu3bsWePXtUrFMtRHp6ehrZ2dkKz8DsHL7V9wfgmx8lhCAnJweDg4OiP2oTCSP9gsoIIk1bAbS3V15erkCk2RUrFR1n4j1fH838qJZ1ykKk29ralJNcv/71r00h0pJ0Z3EhRmLnR7WsUxYi7fV6FXDI73//eyxZssQQIu3z+bhSZHnvAMT8qL0kjPRLIj1jZVsBehBpl8uFgYEBrvyqaHB4RnHKrLE6nU54vV584xvfwPj4OCQpEiJNj5d2dnbO+Xy9tkaj+VHWWFesWIFr165h7969IIQYQqRXrlyppCRYic6PmpGw6P8LIOZH7SJhpF9S6bFOtRBpmnNVW1uLQCCgmIIWyRcMBtHb28sF4pAkKar50Q0bNiAxMTECIq1F8tXV1SmbQm53JEQ62hTZaFISHnjgAaSnp1tCpJuamhQOqdsdCZHW64+avTZPiqxQfCSMVAiAsbHSVoAWIs22Anj7f6Ojo+jp6eEGcWhxeHpIvg8++AANDQ1wOp2mEOlbt25xx4X4/X6uKQVJUqfIAvoQ6crKSlRXV6NpI89mAAAKHUlEQVS4uFgFkc7Ozla1AsbGxqI6X0+h5EILL2GkQrrSM1aWHMUaa1paGhISEhAIBEwh0rz9Pzo/ahWnnJCQgP7+fhQXF+P73/++ihwlhcEh1FjpsHwgEDCFSEcbF2JFuSKEoK+vD3l5eXjmmWdUK1YtRJr2poeHh00h0rwpskLxkzBSIS4lJSUpKydADZGWJAl+vx/vvfceAKiC+kpKShRjNeuPsmpvbwfANz/KxinrkaOosZ4/fx6EEFRUVACAIUTarD/Kind+VBunbAaRPnfuHCYmJnDq1CmcOnXKECJN7wBEf9Q+EkYqdEdiIdIAIlinWoi02+1GS0sLCgoKYhIXAljPj1JjzcvLw+nTp7F9+3bcd999ympQDyLd3t4Op9MZ8xRZoxopki83NxenT5/Ghg0b8Mgjjyg1shDprKwslJSUoLe3lytFVih+EkYqFBNpWadaY62pqcHU1BSGhobw+uuvW0Kkec/X88yP0jjl0tLSiBUrPYIphcEh9Pjqyy+/bAqR9vl8Ef1RPfEaLh1nKi0tjWCdaiHSIyMjXCekhOInYaRC8yIzY/X5fCrWKZuASsPyrPqjQPQ4PO38qBbJ19bWhoMHD2Ljxo0YHR1VsU5ZiHRxcTHa29u5UwDuNEUWiIRI37x5U3kjErKPhJEKxUWssQIwhUgTQtDT06NApPWoStr+qJl445Rpb/brX/86UlNTTSHSwGz0S319vSFEmvZHeSlXPHHKvBt2QvGVMFKhBZERRJoaq8fjQXNzMwB9iHQ0cSF+v597fjQ/P1/pjxpBpD/++GN4PB50dXUp0SF6EGmr/igVnR/lTZEV86P2kzBSIVtIa6zT09OqVgALkaYxz/RcvJl4ztcDt3F4Zqe4KER6enoaLpcLL7zwQgTrlIVI05W0VY3RpsjSJFsh+0gYqZAtRSHNRhBpumP/0ksvweVyqYbv2Q2gOzlfbyY6P7px48YI1qkWIn39+nUAwBtvvKGwTtkVKxXv7bqYH7WvhJEKLQrpIflY1mltba0q9oTeZre1tXH1R+lmj9X8KI1T1tvsYY1169at+MUvfoF169YpKaxGEGmPxyP6o4tcwkiFFqWsjJWFSGdkZOD48eOKcRlBpKOJC+Hlj9577724//77VaxTWiNrrMnJyThy5IjyBqDXA5UkScyP2lTCSIW+EDKCSNNWAGusTqdT1QpISUmB3+/H5s2bLV9HkiS4XC5LHJ6e4epBpJubm3H48GHk5eWpjFULkV6yZAl8Pp8S7y1kLwkjFfpCyox1ql2x5uTkYGpqCgkJCRgZGTE0Sdof5aFc+Xw+SxweIURJP/32t7+N7OxsFUTa4/EoEOnMzEyMjo6K+VGbShip0JdCZsZKTwtVVVWhqqpKFXvCQqRpf5T3fD0v5YqNUzaCSNfW1nKlwwotjISRCn0ppTVWlnUq6UCk3W43QqEQAOv+KE9cCHAbh2c0P8pCpH0+H0KhkOiP2lTCSIWEoM86ZVsB9fX1mJiYAAC8+eabquF77fHPaM/X886PrlmzxjLyRWhhJIxUSEhHVsbKQqRp7AltBUiccSG8hkuzq0R/1L4SRiokxCE9YzWCSCckJCA3NxcNDQ0oKSkxNFSfz6fqjxqJGq7oj9pXwkiFhO5AZhBpevLq/fffB6APkY4mLsTn8yE7O1v0R20sYaRCQjGQmbFqIdLLli2Dy+VCKBTC8uXLTb8u7Y+uXr1a9EdtLGGkQkLzID1jZSHSbW1tAIDKykpcuXJFFSnCHhXt7e1V0lGF7CthpEJCcZAeko8FnDQ1NaliT6ipDg4OAhD9UbtLGKmQ0ALIylhZiLTL5RL9UZuLyLK80DWYihASANCy0HWYKA9A70IXYSA71waI+uYqUd/cxFtfiSzLTrMnLIYVaYssy9Y0iQUSIaTGrvXZuTZA1DdXifrmpljWlxCLLyIkJCT0ZZYwUiEhIaE5ajEY6Z8WugAL2bk+O9cGiPrmKlHf3BSz+my/2SQkJCRkdy2GFamQkJCQrWVbIyWE7CWEtBBCPieE/CyOr/ufhJAeQkgD81guIeQjQogn/OdS5r/9PFxjCyHk35jHNxFC/hX+b78nMTjfRwgpJoScIYQ0E0IaCSH/y2b1pRJCLhNC6sL1/T871cd8bQchpJYQctRu9RFCpPDXvUoIqbFhfTmEkP8mhFwL/x5ut0t9hJB14e8b/RgmhLwYl/pkWbbdBwAHgFYAdwFIBlAH4N44vfYuAA8BaGAe+yWAn4U//xmA8vDn94ZrSwFQGq7ZEf5vlwFsB0AAfAhgXwxqywfwUPjzLADXwzXYpT4CIDP8eRKAagAP26U+ps7/DeBtAEft9PMNf10JQJ7mMTvV9xcA/yP8eTKAHDvVx9TpAHATQEk86ps3Q5rjN2E7gErm7z8H8PM4vr4baiNtAZAf/jwfs7OtEXUBqAzXng/gGvP4MwBen4c6jwDYY8f6AKQD+AzANjvVB6AIwGkAj+G2kdqpPgmRRmqL+gBkA/AivLdit/o0NX0dwMV41WfXW/tCADeYv/vDjy2Ulsuy3AUA4T9d4ceN6iwMf659PGYihLgBbMTsqs829YVvm68C6AHwkSzLtqoPwH4A/wfADPOYneqTAZwkhHxKCHneZvXdBeAWgP8Kt0b+TAjJsFF9rJ4G8E7483mvz65GqtePsON4gVGd81o/ISQTwPsAXpRledjsqQZ1zFt9sixPy7K8AbMrv62EELMEuLjWRwj5JoAeWZY/5f0nBnXM5893hyzLDwHYB+B/EkJ2mTw33vUlYrbt9UdZljcCGMHsrbKRFur6SAbwOIDDVk81qCPq+uxqpH4AxczfiwB0LlAtANBNCMkHgPCfPeHHjer0hz/XPj5nEUKSMGuif5Vl+W92q49KluVBAGcB7LVRfTsAPE4IkQC8C+AxQshbNqoPsix3hv/sAfB3AFttVJ8fgD98lwEA/41ZY7VLfVT7AHwmy3J3+O/zXp9djfQKgDWEkNLwu8vTACoWsJ4KAM+GP38Ws71J+vjThJAUQkgpgDUALodvHwKEkIfDu30/ZP7NHSv8tQ4AaJZl+bc2rM9JCMkJf54G4GsArtmlPlmWfy7LcpEsy27M/k59LMvy9+1SHyEkgxCSRT/HbJ+vwS71ybJ8E8ANQgjF+u8G0GSX+hg9g9u39bSO+a0vlg3eGDeL/x2zu9KtAP4jjq/7DoAuAJOYfWf6EYBlmN2g8IT/zGWe/x/hGlvA7OwB2IzZi6AVwCvQNOjvsLadmL3FqAdwNfzx7zaqbz2A2nB9DQD+b/hxW9SnqbUMtzebbFEfZnuQdeGPRvp7b5f6wl93A4Ca8M/4AwBLbVZfOoA+AEuYx+a9PnGySUhISGiOsuutvZCQkNCikTBSISEhoTlKGKmQkJDQHCWMVEhISGiOEkYqJCQkNEcJIxUSEhKao4SRCgkJCc1RwkiFhISE5qj/DwydSRRuINwhAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# First step is to set up the plot\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "\n", - "# Next we create an instance of the ModelMap class\n", - "modelmap = flopy.plot.ModelMap(model=dis_ml, xll=0, yll=0, rotation=-14)\n", - "\n", - "# Then we can use the plot_grid() method to draw the grid\n", - "# The return value for this function is a matplotlib LineCollection object,\n", - "# which could be manipulated (or used) later if necessary.\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISV (Vertex Grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(5, 5))\n", - "mapview = flopy.plot.PlotMapView(model=disv_ml)\n", - "\n", - "linecollection = mapview.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISU (Unstructured Grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "mapview = flopy.plot.PlotMapView(modelgrid=disu_mg)\n", - "\n", - "linecollection = mapview.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility for DISU using `ModelMap`" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "modelmap = flopy.plot.ModelMap(sr=disu_sr)\n", - "\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting Arrays with each of these examples\n", - "\n", - "### DIS (Structured grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Create a random array and plot it\n", - "a = np.random.random((dis_ml.dis.nrow, dis_ml.dis.ncol))\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Random Array')\n", - "mapview = flopy.plot.PlotMapView(model=dis_ml)\n", - "quadmesh = mapview.plot_array(a)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DIS Backward compatibility using `ModelMap`" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Create a random array and plot it\n", - "a = np.random.random((dis_ml.dis.nrow, dis_ml.dis.ncol))\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Random Array')\n", - "modelmap = flopy.plot.ModelMap(model=dis_ml, xll=0, yll=0, rotation=-14)\n", - "quadmesh = modelmap.plot_array(a)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISV (Vertex grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "a = np.random.random(disv_ml.modelgrid.ncpl) * 20\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Random Array')\n", - "mapview = flopy.plot.PlotMapView(model=disv_ml)\n", - "quadmesh = mapview.plot_array(a)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISU (Unstructured grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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ea08wMH0n+OyYnifQNYXYybF9LgANviNjfg6RsyXfEHWjtbZ1MCg9a4zZk+NYr8tTxqfbGHM3cDdAQx3srPhunlWRlP9y64zxrsKEc8XrF+PrDvEPi055v1PPghBR/l3ZD3jptQYSicTYnAQIJxJceOoE79VOHrNzAFSdmsl9O6/lpruPj9lrBvAHe8r5yu4w31nYPKbnqa5YQIl/Ok/MfHnsTgJ8p+IlLu4LsPHVb47peWL2JVw3QaRh19idxPVT3foA/e4uBqLHxuw0S/17uKHCz3UnHx2zc3xQPVrz1HhXYYJa/77unVd3nrW2dfDfduBJkt1zx4wx0wEG/20fPPwwMHPY3WcArR6Pud5ae7W19urayuKfgEihPve8w5/sqvaI9mfHn5a9SsCX4LLGU2NzgkGNfRHC8SiVTmhMz3PZW7dS0eVy08GSsTuJha8+X0JZj2XR6Uljdx4MuDMJ9gS4pHv6mJ0lRJQPsYv6kh3MqH5nzM5jbS99/ceJ7JsC0eCYnaem7XPYhJ+y8FVjdo4l/ndo6t2GGasPpsgYGDVEGWPKjDEVqZ+BjwJvAj8B7ho87C4gFYN/AqwyxoSMMXOARuCVs11xkffjrucdvvabqryCVO+OhRy9736OfOFBjt53P707FmY91iHOJ33bAZhU0UXNpLEJOBUJl2BfMqTNbD88JucAqDrdQOhEMjx985flY3ae5c1llPa6AHz8ndox65mqLJ+PtclmrkUH5uK4Y7PKy5fL3sSHizGw/NJvYRibrkN3WKdAuHnJmJzDNzAZ90jyPZ+IBwgFp+Q8vrm5iQ0b1rF+/SNs2LCO5uamUc9xo/9drundOpYNkCJjIp+/IFOBbcaY35EMQz+z1j4DfBv4iDGmGfjI4O9Ya98CNgK7gWeAP7LWjl2fhkiRPvuCf9Qg1btjIacfW0GiswYwJDprOP3YiqxB6u7St/APu2BeOus9jDn7l4a5Pd1DP49la9T8t24b+rm202Vx2xi0dlj4s1+eaeUKRC0fbR+bViKfnT30s3ENt7RfdtbPYbCs9G0b+j3oO81NF//orJ/HtRF6+s408keOB3G6zn7Xbk3L1xjev1oWXpT12ObmJrZu/Sw9PbWAoaenlq1bP5szSN3gb+ba3i0KUDIhjTomylrbAlzpUd4J3JLlPt8CvvW+aycyxj77gh9jq/ibptOe43C6N92KHdFNYqNBujfdStn1r6WV+0jwh86v08qCfkvjnBjvtuT+qG3bvZyNW+6no6ueuspWVi57iCXzvcc4TIpb/JGetLKZ7Yd56yyPjaromk64szSt7D//sorlf3j8rJ7n4y2llPekJ9lrm8v4Va1hwH/2mqQqSi/G2vTvjXXtlUyqLuNEuPesneeT4b0EGUgru2Ly/+Hl/R+hN1qX9X6799Sz9cV5dHWXUFnRz9Ib9zB/XsZIiDN8zRlF5q3FcN0zOceUNW9bzs6N36Cno57yulaaVn6HxiXe77WSUzcQ765JK0u1Rg1E2zOO37nzDuLx9EAfj4fYufMOGht3Zhx/nX8v1/X+WgFKJqx8B5aLfGD94a/9+NwqHr42M0glOqs97+NVvir8bsbFE2D6pGMcPjaHvt6o52Nt272cR595iGg8GVg6umbw6DMPAWQGKWuZ1dWZ8Rip1qiuROb5h58n36AGcNnuj2WU1bclmHc8wJ7Jsaz3692xkO5Nt5LorMapPUXFis0ZgfPM84H7nisD3LRin4VPHZnF/5q1P+t5mpub2LnzDnp6JlFefoKmpic9L9Qpfl8jrjuy1PCRg1fwfxp35AwehTyn/xj8dUbrpsGycuFD/OAV7wk0u/fUs/m5K4jHk3+Su7pL2fzcFQCeQcraKN19+zPK4wMQbltApP4Nz/M0b1vO1ke/TTyafK/1dMxg66PfBsgMUq6f0L5Vng215eFFDESfySjv6fEez+ZVfq1/Lzf0vqAAJROatn0RAVZv9fP1lzMHmzu13oPDM8st/yH4K89jjYEFF2aftr1xy/1DASolGi9l45b7M46dlrD4Yt5BKdfYqFRQ6+iaAfiGgtq23cs9j6/onkr4eGlGucHwF7/yDpZQePfnR/aXUtGVkWwAuOign5oB7+95hXYblZXOwc0y/smJOFx1evZZeU6L/Ueptt5LW1QH3uXSaS953rb1xXlDASolHvez9cV53pVyWrLWN9LcAHHv123nxm8MBaih80RL2bnxGxnH1rR9AZvwXic5nmVsVHn5Cc/jR5Y3Ofu4UQFKPgAUokQGfWarw70vpQepihWbMcH0FiQTjFKxYnNa2cdD71Fqs3cJlYSizJzh/XHr6Kr3LO8cWW4t9Sezd6XlGhtVSFADmL/745gsl7i5B1xmnvK+uObq/vTyzefKPMsh2TD0b9+b5Xlbrm4jL0Hn0qznAbj0UAOBLIGhkOe0pmxLzvN8ZO7DOL5IRnlXt/fMR69ya+N09+7LfhIL4b03et7U0+H9XuvpTC9PDia/Ivs5gHKPmXpNTU/i96eHfL9/gKamJ4d+v9ppYWnfrxSg5ANBIUpkmFXb0oNU2fWvUXXXJpzak4DFqT1J1V2bMrpy7gk9P+pjz5l6CH8gs4WgrtJ73EvtiPIL4hbj5p7lla01Ku+gBpT1TKakPXe4+asXvLttCun+vOlACVWnvFuhUiYfN8zuzaxLId1GJaGZuFkC0hBruK0tY+gnkP9zmuE7zQXugZynccwAt1/2jxnllRX9nsd7lRvnANbmft0iR0vw9dZklJfXeb/XymvTy2ta/pTRFuuKx4OEgunj8Bobd7J06Q8pL+8ELOXlnSxd+sOhbtarnRaW9T2vACUfGApRIiOs2ubwjR3pQWradx+i4Z/WMO27D2UEqCXBw1Rl6cIZzueDBY0dGeUrlz1E0N+XVhb097Fy2UNn7mtd6k6OvshhOB6l0pfZGpVvUAO4fPcnsrZCpVzW7DK5J/PPR/7dn7DmufyWTPj0u/UZ3az5dhsBlIQuz+s85SdKqO/LDB75Pqf/p3x7XuFgdsVzTC5LD1tLb9yD358ekP3+OEtvTF/X2FqX7r538zgLOG9dk/G6Na38Dv5g+nvNH+yjaeV3hn4vPXUj8e7sXbbDlXvM1Gts3Mnq1Wu5++4vs3r12qEAtcjZrwAlHzgKUSIeVr7ocP/2/BbkXFOS2Qq1aesqmr7SQsPKGE1faWHT1lUAVJX1UleX3jW0ZP5TfOm2+6mrPIzBpa7yMF+67f60Qd9zYi5mlNaHlJnHM1uj8glqAKW9tZQcGz3cGOAvtma2+uTb/bnkUJhJJ/J7PqU9lqtP1aaV5dNtBBAOTiORZXzQSAbDsgOXYkZUK5/nVE6Exfat/M5j4M4F/5Xhb67581q59fdep7KiD7BUVvRx6++9njGo3DhHcEdpjUyJ9RmCxy9JK2tc8hRLv/RNyusOg3EprzvM0i9988ygctdPcN+nh47fvaee733/Zr77N5/ge9+/md170lsu4/EgocDos0Kvcg7w4b7nFKDkA0ez8+S8tun0PB5sX8aReCUN/i7WTNnCiqrkt/9PbXcwtopv3+i9/AHAAqedKW56C9Gmrau475H19EeT3VBHOmZx3yPJrQVWLH2ceRfs58UTDVj3zEV0yfynss6Uc9wEVXm0QqWkWqO63DMhI/XYG7fcT2dXPbVZZuddvvv3R22FSml601L5YUNXyZnnkWqlG20m2wPPVjByRl4uH3unhl3XdJIaG55q3Rhtdl5Z+EriBaxz6Yv5uOHkxbxYe6a1J5/ndE/5roJW2i5x2rlhzk/Z/t7tQ2Xz57XmXNLAWktf/+78nwwQ2zMHaveCc2apvsYlT2Vd0mBS6xdJDHZ95jtjsLx0EQOnN2c+2KArnQPc1Pds2rvq6ZZVPLxrHW29M5ledoh7Fq3l9rmPF/TcRM4FClFy3tp0eh73tt1Gv01urHs4XsW9bcnFJVNB6g92+PHZatYt8d5r77+U/yojCzy4Yd1QgErpj5bx4IZ1rFj6OH7HMu/Cft5uDudVz4sGEgV/g595PHPdqFxBDaC0dxKlR/PfYNYAD+yYxDduTl9yoez617IvaQBceyREXWf+AQrAH4OPtTfws2lnZjk2Nu7MuaRBMFBLPF744qCzjkzm1cr99AXOtD7lek4OcT5mCt+H75rp/8SuQx8iEs9v3yvjO0Y8kd4iNtoyD9aFkveuo/+iF0d9fGdgKonWBUO/55oxODxExWNBgoE6orHMruornIPc4hGgHti+nkgi+Rlp7Z3FA9uTXzIUpGSiUXeenLcebF82FKBS+m2AB9uXpZWteMlh7bbMrr25vhPMTBzMeNzWzpkZZSPLp1Z3Ul4x+irjQdelrMt7Rt7TLau46YkW5j0W46YnWni6ZdXQbdnGRuVy2Z78W6FSPrwLSrIvTeXpz58tbrPMpr0lhOL5/8mqKPVeWXu0Liow3HYk+9Y+I91VuidtlfqUbF26Q2cxLnde+d/yPk9/NL27MN9lHvoPV2D6Rw/H1fvSVyYvZMZgRcnijLIFvkP8Xt8vMt5RD+9aNxSgUiKJMh7etW7UOoqcaxSi5Lx1JEsLgFf5ipccHtiaHqT+onwLXju61Nce8nzckeWXz80MYCM19g94xprUt/nW3llYfEPf5ocHKa+xUdmU9NVQ1pr5vDednkdT893Uv30vTc13s+l0+rpFPgv37sx/w+DFbUGmHM9shRrtPADGwqcPX5DXefz+KuKxzBCZ6qLq6i4FzFAX1cggFe4KcmHP1DzOZLnLn7msQapL90jHLKz1DXXpjgxSU8KvMbf2d3mcpZNoLH1MWyHLPAR2X5/z8ctOLSXeU5VWVsiMwXg82RqVcrlziI/0b/Z877b1en/JyFYuci5TiJLzVoO/q6DyT758JkhNNd1cYjO33QBYs3otJcH0NaNKgr2sWb02rSwcjDM7RyYoS7iEerxnoeXzbb6Q1qjL9mTOyEt1dx6OV2ExQ92dIwPO779iCGRfwDzNXzxblVGW73kA5h7yMykyehddVdnVePW/FrKo5TUHLsLn5m6ZuyV40HN9sFxduiN94pKH8JncL2A0kTlovZBlHqLdPgIdc7wf3PUT2PupjOJ8ZwympFqjLnMO89E+7wAFML3M+0tGtnKRc5lClJy31kzZQsmIi1eJibFmSvYFEz/5ssN/3lLNX5W/mPUisWLp43z3y3fTUHcAY1wa6g7w3S/fzYqlmeM9Zk05QjAU8HgUuLC3J+s58v02n09rVLi/ivIjmVPa8+3udBLwR6+NPiX+yqNBph3LbIXK9zyQWoAzd2uU45QTj+XfFZWt3CQMNx3PvUHxPSW/9izPp0s3xW96+eilP8x6DmtPExk4nVFeyDIPAIm3LwGPUDjpyL/HupnraOU7YzAlHg9waWmcW/ueydkpfM+itYSd9OAZdnq5Z9HaLPcQOXdpYLmct1KDx7PNzvNyuDpKW+AEZb9zeMmZQ1Wlpaaih5ryk4QCZ2ZArVj6uGdoGskYWNB4jN++md56UJ2wBPq7s95vetkhWnszV/Me+W3ea6beSJe/4z0WqpDuzk+/6OfvF0GuNS3/8rkqvGbkFXIegLoOuLCnnH3lPZ63V5c3EY95X8YrK/oHu/Iyy71MPVZFVXUJp0OZt1/i68iYmZlSX3uIIx2Z/3+ydfXOq36Kl0o+zqn+aRm3xfGekdfU9CRbt342rUvPa5mHFDcBJQeuoX/OmUHwTmQaibbsQTH7jEFL2NfOpFAzVU4zQfc9fPFOnrjgw+zgc/zJ65uYMuDdopsaPK7ZefJBoBAl57UVVXtyhqaUlskD/OySTjpMclzK5Hg1vuhxIv1w7FgImIbxGcrKAlRXJqgp76Kq7DR+Z/Rp7xUl/UydGuDYscFWMWuZ3ZV78c57Fq1Nm+EE2b/Ne83USwn1V1J+KHOBSUh2ax6OZ3a/eXV3BmKWz71Zyfev9L5wXt4eoKHNe0ZeIedJ+dS70/n2Vc0ZPXY+U0I8ln219aU37kmbtg+5u6jAcOuhK9l44UsZ5/pP5VuzriO2ZvXatGUuwLtLd+gsBj51xbf4x5f/juEncm0vff2Zs94g/2Uehus/UAP1JTAYCqtbvkZ81MkEIwNTC774CcBCguR/g94ITbVp0zwAACAASURBVKLPCfHitXdzXaSTr72+iamRzFa02+c+rtAkHwgKUSJZWCxvNwzw87kddJG+39nxSA01I4bmWNfS0x2lpxsOUwaU4fgdKiocqiujTCo7RVm4F8ejtebiGfs53jETN+EyOWFxot4tIymFfJvP1Rp12bvZVydfM2VL2hIQkLu78/NbgvzTFWA9Hu4vf1lNtnWhCj0PQEmv5dqTdbw8KT1gVFdeTSJLKxScWd9o64vz6OouobKin6U37sm5PpO/z8+Crpm8UXWmFanW9HCx3Zv1PqlWyAc3rKO1cyb1tYdYs3ptztbJcv9BrprxK149fPNQmWvezno8jL7Mg5fQnhsZuPI5yk5+iHjPyNY+lxJfOzWhZqp8zQTte1kD00iuz09fau9GY3ippI6Xrvn3NEVO8qdvbGJ6/+ir+otMNApRIiO4WH43O8IvZrbTh/eA3/b+Ci7OYwmiRDzBqZMJTp2E/VQD1QRDASorDDWVfdSUnaIkNIDjg/kXdfPmnlJmnPJueRipkG/zXq1RoUg5lQdrs9yj8O7OcMTyB++U86N56d1slxz3M/NwgmwrlhbTrQpw6zvV/ObaDhKDIzsNQRKxzBatkUZb1NLLgoMX8Pb8VuKDi1auKX9l1PabfLt0h1t2wf/gzbbriCVKcW2E3v62gu6fj4GTfoIn5hBouYOwr41Job1UOu8SdPfnHZi8dJd4DHQ3hp0lk/i313yRRZFT/Nnrm2jo9x6zJTIRKUSJDIpj2dnYx6+mHWfAY92ftGNtEGv8GFvActiDogMxOgago8MP1IGBkpIgVZUuockVnOrrpKoHRtkytyDheJRKJ0RX4kxr1Px3bx91Xah8uztT/vhXYX50SU9aXvqvz9dgRlmdvNDzADhx+Hj7DJ6elhw8X1OVuxXqfbGGW49ewc8aXiVElKW8Oian8Zk4n1zw3/nRa98AX3575GV9LJ8Px3Hw+XyYYWtxuK5LR891fLjkASpj3UUFJi+HS6fkuNWwK1zDZ5u+wMKB09zzxiZm9HXmOF5kYlCIkvNe1Lhsv7SXrbXHiRewFUncqSEQ914IsyAW+vuibCtbwI7pU7h8ximwEMKhKuZQ1+cy9dQAUzu7qTvZSyiR//Yiw81sP9MaFRwoo+pA9laoYpX1WD76Xim/mJscO3bhCT+zDxa2OnkhFu8N82ytj0jARyKW/3pVxajqLGXKpEr+bd2v8BXwPilUQ+mLNFTvZndr+ibFxpiMYGStxVqL67okEglc90y9XNdN+324t2qr2Dnl9/nG3iepiEc8jynU2yV1ox9kDK+Fq/l3V3+eK6Ld/Nkbm5jVexY+QyLjRCFKzlsRn8sLl/fwctVx3AL2PUvpStRSS+YFYNvu5Wzccj8dXfXUZdmjbqSXpyzkiUnzMTGXyx0DxjJAgvZggvYg7K52YHayO9BnDeWun9qIYWpXjCknepl8opuqvljOdqXhrVGXvVv46uT5uu/5sqEQ9a1fjt4K9X4YC6sOz+KpK6fgxs/e87G4YOJg4lhfAnwJjC/OhzqrubniTbpsKa7rw7XJ/6z14VqD6w7+7A7+bn24rhm8zeBasEO/g2sN1mWwHFxrsRZ8tT/F3345iYSLtcn3prWWRCJBIvH+mo1cAyecOGD47kV38I3mTZQnci87n897+u2g9wQFT8bweqiSzy++i8tiPdzz5pPM6c5/f0iRc4VClJx3egMJnlvQzatlHaNGp1x7k7VHqqkdsZbltt3LefSZh4jGk9PoO7pm8OgzDwFkDVIvTrua/1vdCIDFR9w3Fb97NGudXGPpcmJ0lcF7ZcD0UqAULIStn+qYj8m9LlNPRphyoovaU/0EBzc7ntl+mObyWVTt956tdzbUnHS57nCYo2VxLtz//gOUiyXiuPSHXHrDLn1hS2/YpTfo0htM0FsWw730N8R9fcnQY+JYk0j+SwJMAksca1wsiWRAYvBn45KcQmBh6L/sgscv5Dd7LqI8fiDncWeM/phe9l7Uhn/mFOLvnf3WwlN1Z9bE6sfw/zau4L53N1GWZRmMfN7TrnHo8qevtdW7Y+GoG1FjDG8FK/jiVZ9lXqyXr7/5JJnLnoqcuxSi5LzSNrmNv75hPzF39Atbam+y1Do8qb3JIDkrqqO/HEaEqI1b7h+62KRE46Vs3HK/Z4jaMv1anq6cy/BBRIfd2cwme4jKykDExDkagqMheGOSHy5MdnE51kdFwk9tP1zWfCHRxm0YN4BxHUgEIOHHJPzJhZ4SAYyb/Dn575mfrXXAdfCN8qfjgecrOF3GUCtUApdIwNIXdOkPDYagsEtvaDAIBRP0OQn6nQT9vjgDJIiRIJFHG2H48v3ESveRsHkum/4+uC0X8dt+l2WTjmJyrL31fvSHDBEThQt2Euz4KNHus7sm8rHpZQwfBNWL4b9dfAf3vvtjSt3M1zCf93RvSXorVO+OhZx+bAU2mpx9keis4fRjKwC8N3I2hj3Bcv7jws/wX+ji+qPvbzyYyL8WhSg5r/hCXVxbsZl97hLaPBZdHC7X3mSNjTtJEMCaAGbYxbuja+RmtkmdHuXPzbiBzeWzM8qbI/XMDufxZAqQMC6n/FHeqbic3zRU81+Pn601eszgf77kf8aHwWHAaeCZ0MfY2NBf0DizgvkSDNS+i7UuYX8FkXj2BUrfL6drKvF+Azi82n0NV5VtHZMO0aMzyoHk4PzoFS9gdtyMPYsvYWtJZiztxsd/u/hO7n33CUrc9MkS+bynj4wYVN696dahAJVio0G6N93qHaKAa3pbufPINqom5bc/osi5QCFKzjt+k+AS59c0VE7izf5riWRpwMhnb7KoM4lQ/MxYjrrKVjq6ZmTcp7YyfUr9MzOX8cuyzOMAooSwvgqMe3YDQbedzG8GFkClJe4E8CfORstNqrvKHfrVAs+WXM2peD/uWAYoIHxJKxGTPEck3o3fFyTuRsfkXP6WBUPtN12xctq5jKlk7mn3frVVDGvhCkTxXfE6ideuyHmfXN3Ow0WCvqHXa6QufDx88R/w9XeeIDxs1mk+7+l3RgwqT3R6bwPkVV4Rj/DHx3YwqfvsL+cgMta0d56ct8p9J7i29Oc0Vnn/8c5nb7KuRPqYlZXLHiLo70srC/r7WLnsoaHfn551U9YAldJJls1igeZty9nw1RdZv/o9Nnz1RZq3Lc/5WABRG2J79JbkL8bwcv2Vo96nWMd9dRyKluC6LuHwWW5SG864DExJXxYh7tEddVb0lzNwKn3RibdPzSTujL5nYCH6SnxER6xNlqhuJXzBqaz3SXU79/TUAmao27m5uSnj2M6GipznP4WPv77kTgbMmeeaz3v6rWD6Fw6n1ru+aeXWcvvpvfynvU8qQMmEpRAl5zVjoMG8xg2VzzOpNP3i1dT0JH5/+riXkXuTtfenL+64ZP5TfOm2+6mrPIzBpa7yMF+6LTl2xAJPzv4IW0qmj1qvPRHvDWybty1n66PfpqdjBuCjp2MGWx/9ds4glbCGlxPLiQ9bSvwfpy8ctQ7F+kXZbaTGeEUikbQ1is6mcONRrBk5U80ScnJ300LhQTS8fzGZi4UaXjm5CDvKn9Ftu5fz1Ue2s/o7+/nqI9vZtjv7uZJdeZkic14iUOY9OixXt/NIrbWjrxB7Aoe/ufgPiJrk88r1ngawxsfJEYPKK1ZsxgTTWwRNMErFis0ANAx08Vf7f8aytlcwRQy8FzlXqDtPBAj6Brgi+Bwn/TN4q3cB8UR+e5N1Riqw4fTL65L5T2UMIrfAj+bcys5QfrOtTruVYAIwYrD0zo3fIB5NDwnxaCk7N36DxiXes//e5mN0xdNbUQ6W1NBdUk1Ff/YWjmIc9U/naDS99cnv9xOLjd5ClG+XFAAmQXS695YoA4k+Qv5SBuJ9nrengmjqdUwFUcD7NYwFiRwrySwHom6IvbHFNAa861nobM220izb/RiIXfkC7LgpY7JfPt3OkLzbcX9+i8N2GIe/u/hOvvbujwlY1/M9ndIXrk5+GxkmNe5p5Oy8ymt/y10dbzCvY/cYLbAh8q9LIUpkmBrfYa4vP8IBey0Hu2pG3ZvMxQFfCHLM1LLA/77w47waKKzrp893AaWJfWllPR3eg3x7Or3Lj7CYAwPeW6H8y4zFfLr5lwXVaTSbwx9h5E45sViMUCjEwED212i0mZAjhea0M2CyB7OBeB8G3+ByBukKDaLhw1eRaznKI711NNTNpDR+KOO2QmZr9pT5iZkcISc4QGDBW8RevyytuLz8xGBXHhnlw52uCRXU5nPMBPj7i+/kT975MYEcY9vaSr2Xyyi7/rW0QeSX97fzh/u24CTGZsyayHhQd57ICI6xzPW9xLWV2ygPjT4wesCXfaVsC/zwot8vOEAB7I3Oyigrr/Pe8628NrP8lG3gtUhj1sf/5ynzz2pHypHATDpi3t1FuQIUFNYlBZbYzNwb8wI4voBneUFB1DUMHBx9EcnfdFyKNZnPvZDZmkcbRu+GjE06RHhG+oSDfLqdAY7XZ3YV9u5YyNH77ufIFx7k6H3307sjvZu3zQT4H5esIJ6j3eidklzbvUBJIsrX27Zx14HnFKDkA0chSiSLEl83i8ObmV/Vgi9H38OpuHcXnQv8U+Ny3vBXet4+2gXscGwyI8fhNK38Dv5gejeVP9hH08rvpJVFbCk7BpZl3H+4Hn+Y1urc08mfblnFTU+0MO+xGDc90cLTLauyHrs5dEvOxwqFQllvy7dLCiA46ziuGf1iHHcHCAcyB1IXEkTDRy/H5pE0XRx+13tNRiitq/Q+18jZmhZoK/XufhwpMnc7/mHLFDQ27mTp0h9SXt4JWMrLO1m69IcZLXhHRmSo1FpOic4awAyt5TTyfXjEBHnk4uxB6q1sK5Vbyy3dB/iLvZuYdvpgXs9NZKJRiBLJwRiYYt7hhspnmVbej9fq0+39mSEpgeEfG+9gj1Pm+bj5XMBSq5cP17jkKZZ+6ZuU1x0G41Jed5ilX/pmWjdUwvrYEb89r8UFNsy4OuttT7es4oHt62ntnYXFR2vvLB7Yvt4zSB0IzuVkLPfogIGBAQIB79ahfGZCJlkSs3fnPM9wkVg3jkk/Z75BFAvRloa8z3UqWkGnSV9vO5+ZbQA9FQES+e4C7LPEr9ySlo8bG3eyevVa7r77y6xevTYjQMUcQ++IpQ1yreU00gFfiH+8+A4SI4KUxXA8kPker4v18ucHN3PbkRcxZ3ORK5FzjEJUFpu2rqLpKy00rIzR9JUWNm3N/g1czihm+v1E4Ddx5vlfYHHVbwmNyAonB8rTolUcw/cuvoO9jvdgZMj/AnbYnZ1x38YlT7H6727k7n+ew+q/uzEtQFkLv7O305fI76O9uWY2rnE8b3t41zoiifQLZCRRxsO71qXXG9gc+FBe54vHvcf85NslFZjRScIUtmGuHXERzyeIAgQ65+DmNw57yJsnZ5NwzoTq0Wa2pbQ1FLgURLifwGX5r+rd6dGVV8haTgAtvjCPNi5PC+eRcFXaoHKfTbD65Ft8Y99TlPd7B+OJqJAWWTlj9556vvf9m/nu33yC733/Znbv8e7ensg0sNzDpq2ruO+R9fRHkxeQIx2zuO+R9QCsWHq2Vnr+4Cl41tM5JN9NgyvMca4t+zlHWMS+08lWIouD9ZVg3H7iGP7hkjs55DE+Zrh8L2CFrl5+wNxI28DoY2tSXJ/DG9Pmc2XbGxm3tfV6L7MwsnxfaB7dce8gNpK1lnA4TCSSHoTymQkJFjs3/1aoFJcEYX85kXjPmfMteWr092TLxQWfK7nswWKuq3xhaOp+rpltkAyhR8OZXXnN25azc+M36Omop7yulaaV30mrc6yuhZLpDfS3ebd2Dtc2OQQjWrqc2lODLaFklGez1ynlB43L+XzzU/iAo2VnBpVfFDnBF478mkAsywxDituce7ylWmRTXyhSLbIAt8/V9SCb3Xvq2fzcFcTjyZjR1V3K5ueSi8bOn+fdzT0RqSXKw4Mb1g0FqJT+aBkPbliX5R4CuWc9nctS09CTqzL7hqahZ1vPx2dgptnF9ZW/oqYk2VQx4KslZnz8/SV/MGqAgjwXI+TM6uX5OMEc3ooUvmXGo/WLPMunl2XONhtZboFnnRsKOl8kEsHny/zTM1qXVGDayeQmw0WIxHsIOPmnUae7jlif9xig5uYmNmxYx/r1j7Bhw7qMRS0H3DD7496vqZeu6mDGyu75rgfWf9E2/NmHmgHJ/0fHgpldaqOt5ZTNHqeM/3nR7VigOTyZoBvjj4+9zN37nxk1QBXyOTtX5NsiK+m2vjhvKEClxON+tr74wdpiWiHKQ2un9zfwbOWSVOj0+3NFrmnouYR8Ea4MPcsVVW9x0tTxtxffSavxHvMzUiEXsFyrl6f0uZW8FLkur3OP9Fb5FCLBzNarexatJez0ppWFnV7uWbR26Pd3Shbk3XU4XFELcDZ6z8jLtws5loiQa6D9cP4W78VI810d/EDPFCL+/N73bdMzU1DeX0gcS3zhtpyP31sRIOExlq/s+teoumsTTu1JwOLUnqTqrk1Z97Yb7i1/Bf984SeocGP81d5NzDq5b9RXttjP2XjLt0VW0nV1ew9nyFY+Uak7z0N97SGOdGROL6+v9f5mLknlda2D35xHlHvMejqXFDINPYOFBe2TmLHvRhresTzZFOOVuj5iJveUrmyLEXpdwPZEZrIk+HrWx4pbh+3xj2ddrqB3x8JRz/NCwyJuey/9Ypzqqnh41zraemcyvewQ9yxaO1RugV+aa3I+z2wSiYRnt142zuRTxJzMvQQL7UIOOiGiiVHOGSlj4KT3n8bRNqVOO7bjMpbUHE/boHokFzgW6s0oL+gLSUkPwfktRHfP9bxPe0MFXhMiIHMtp9E4xPlQ8AifCr/NArsP3w/u480rWzlddWTU+76vz9k4ml52iNbezOtBtpZaSaqs6KfLY5P3yorsrZUTkUKUhzWr16aNiQIoCfayZvXaHPeSppXfSbugQZZZT+eYfDcNHqn61Ewuf+0TBLoD4IMPd8KH33KwhPjdbJcfX5tgS0MfvY73rKt8L2DZVi+H5EDy37qfZMD1bgdIzQJMDWJPzQJMnT/ln6Yt4Nb3tmW0Jtw+9/Gs4z7eKF1MJFH8utOpLWFsHmsIOJfs8Zy7VujCmdFEJGN81EjhA4uzLq5ZyFIMCfy80dfEgpLtWVtpumpCWDKXayj0C0l0yruEO+qJtGd2WbZW+hg5HqoQ1fTxqdK9fCywmxnu4eRYLwskQpjTJVy15Q56G07zu8s2EfUIhCnFfs7G2z2L1qaNiYLMFlnJtPTGPWljogD8/jhLb9yT414Tj0KUh9Tg8Qc3rKO1cyb1tYdYs3qtBpWPInXR2rnxG/R01lNemzkY9ly0ctlDaVtzgPc09JRwXxVXvrmC0mPDZjwNG3JiMCzc77BwvwMEaZns8uT1CZ6d20+HP5Zvj1KaPnMBpXZfRvlec3PWBS4h9yzA4SGqI1jOiYop1Ha351WfBIZf2+xdXvlu3xIIBIhGc6/55NR0EfV7jyErpgs5Eu/BZxxc6xEsYn4ibdkH5ue7OnjKiYEqTpVdTI3rPZOudXoQPEJUMV9IIpdswTn1UYavZxn3wWlfoQHKcrlznFWl73CDeZty93RyAt7IYVWDK+EbDOVHqrnhyOc5Pm8/b8/9Oa7HF4dCP2fnitFaZMVbavD41hfn0dVdQmVFP0tv3POBGlQOClFZrVj6uEJTEfKa9XSOSc0O2rjlfjq76qnNMmvIiQW4/N1PUtMyFVNAEpp73MfXf+Lj6wRoL3d5+nqXn10S4WB4IO9AtTc2iyuc9BDVzqW8G5ma5R5JhUxj3zTjav792/+SV31eK72eqEcrVKHbt0SjUYLBYM4g5cx/J2s7SrFdyAbv1pnwkUU5t3hpanoy7fmB91IMw/3uxFyW1bbiS6S3frnA8aB3y01RX0gcF3fhdnjlzED/k1NHn7kHECTGraGDrAjtZp7di5/BtR0sWd+jpit9uxeDYcqeOdTt/QotC1/m0LSdaffN93N2LsrVIivZzZ/X+oELTSMpRImQexq6cX00HryZ+jfnYWyO1OMz4ObumprS4+OLz/r44rPl9ATK2Hy1y0+uGGB3RT+5HvpwbDJXOIbU2JYeW8vOAe+WoOEKmcb+49pGvoQZmpqfTRzDNvdSz9sKGTOUkitA+ap6iAY6s95ebBdywsYIByqIxIaNs0oYBg5m38IH8l2KYSTDzpNXc03lC2l55GRdGEv27XCK+UJiS7sIXXKQgXeSszSPTi0hW1feVNPNp0ub+Yizm6m2LVm3QvYB6vDe7sUXN1z0m+uYVb6YN676Gaerz4wdGm25B5GJRiFKJBsLDe1XcdGrN+CL5TEDze+DaP5dJ+Uxw507HO7cUUrUV8LWy12eXBzjN7V9xEcMTE+tXu53jxKzQbZHP5LXOSpWbE4bEwXZZwFGnSD7Jl/IRcf35nzM35YtJR73TnyFjBkaLtsg88Bl7+SIGe+vCzkS68bvCxJ3kyEu1D6fgTwW1x5tU2ov/W4JBxNXMct5daisdaofcj674gxM3024cxqRjiBt4TNPyGC5OnCUT4ffpsnsodQOtoIVu4FiW+498wI9Aa7aupze6d28fvmPGQhnH4cmMlEpRIl4SBs0ni+n+AG8Qddwy+sOt7zu4BLi1bnJgelb63vp9yUvhIfd2cxyj/GKu5xYrmarYQqZBQjwWMPV/FWOEBXDYUci+6bGhY4ZSolEIvj9/rQVzU1FLwOB4znvB++vCznuDg7WtxBvGdsp6+91T2Na3VRC8WO4BjoD2Qdhv1+RS3/NwFsfw0+EO8Pv8W+Cu7nQvocvNbDpLOw8bQ9PHrU32mAob6vk+rbPcfySg7x94c88x0uJTFQKUSLDeA4az1euXYoLeRgMi1scFrckB6Y3T03w5PUuL82ezdtlNZyKF/axLWQa+4uVM4g7AfwJ72n5L5d/mEQs+/MsZsxQiuumNwMFL29m4Oy8pDlYQv4y3PZaYtlXIjhrXulYwJKaTjonByDn6KssLJBwIB7GiZXgi5dgYqX4oiUQDWNiQWw0gBtzqAhaNvoeZ1qg/ayEpgxt3htvezEYprwzi8l7v0LLwp0cnP5yURMsRM41ClEigBMLsuDd5VQXOGh8OOPLfq3adHoeD7Yv40i8kgZ/F2umbGFFVX5TfRuPOdz3fx12LljA12/bQ5k/2bXYF4+e/WujMbxcfyU3HvpNxk1R/OyM5V74s7gxQ0mu657p1ivpYyB4tLjnkE3CwZeoxInX4I9PwolPwh+bhIlVMzXyWy73byeBM/ifjwQO8Yx/HeLWN/i7b+jnuE3eJz5YlrA+4mbwXxzcweMT+Hmrv4n45Dcg7kCsBCdegi9Wgi9aiomVQCwEg2HIRh3cmA83Dm6CtDdYgtztnr5wgO9t/zd8+qptzKvLf1r5pq2rRp+ZbA0mUviiiSZhuPC31zCrbBFvLvoZJ6sPFvwYIucShSg5rxnXR+OBm6l/K/eg8XxCkM0yqHzT6Xnc23Yb/TbZNXg4XsW9bbcB5BWkBkoDPL74AjpLg/hw6I2fGUcT8DmEnQADiRhR9+x0k/zj9IWeIerFit/Dzb0aAVDcmKGU1NpRoSv2EcmVZV2DSVTgxKvxxyfhj9XixCfhxKox0UqIlUOsBDcWxMb9WNeHV9OHBU6U9fDE7HaePPgMoRzblpwtvbFS/udvPw+R5P/H0cJQsaLRZMh+/NUlLGus5+bZz496n7z3DY17z/rL98uCv9fPwq3L6ZvWzWuXb2KgpKvwJyhyDlCIkvNTAYPG8w5BCe8Q9WD7sqH7pvTbAA+2L8sZoiyw78I6np5Ti3WSdSxxg/T6zoSomJsgNiw8lfoD+PDRGx8oupXqYEkN3SXVVPSfmcEXIcCr0cylBMaCv6qUQPd1lJyswhetGgpENhbCjQewQ9vMZIaiYsLI67MPEHFC/MeFq3l05z+NOjvx/Xqx/Bb6IgMZY8DOtuHdo1ua53KkazKfuWwjfif788u1b+jwEGX6MicKFPNlofRoBdcf/Xd0XHyY3Rf+FNc/dq+HyFjQ3nly3qk5dQFLXvgyF7+yJK9Zd7lCUJosIepIvLKgcoCE38eT183mJxdNHgpQAKWJ3Jsb98Vj9AwGKL/xUREIE/IV/l3p5zMWp/2+teK2sx4tHMchHA4TDocJBM68vvvqghyOLsA9vJh4+0XET04j3lNFYiCMTTgkw9PZGVDTF4hwxDkJwHulk/jry8d2M9woDm9Gk2t7jWWAGv56puw7VsF/f/lz9EWz71ic976hpyZnHJP352QEg2HyuzNZ9osvM+vI9WMzfktkjChEyXml6vhMFv7mTgI9+c+6yzsExb3bQRr83l0V2cqPT6vkHz50EfurMseclMazXwBHiluX7liEATd5sS7xBygPhPDlEUD+15T5Q9eyPkK8Hs29qGcuxhiCwSDhcJhQKITPl/yzk0gkiEQiRCIRYsNGdR+ucdhW9w6na8du9lrK7jmH037/aW0j22cuznL0+/fb8qVpGcEr7JwNfr93cD7V6/DX2/6QYz11nrdn2x80o/xY5vIGxXxZGM4kDOF9V9DVe3tex4ucCxSi5LwSHiiF/nhyTaeS/Fpo8g5BWb5Br5myhRKTPvWrxMRYM2VL+t0NvHBVAz+8soGY3/F8rNJo7paoXPrjMXpiA7hYHAwVgRBhx/si3uMP01qdbH14oeLjeZ8jEAgMtS45TvI5WGuJRqNEIhEGBgYyZuENl/DBycEp8D+rf5WBijwGYRUp5ovRHM4cvP6f5txEZ0XuNZBSnm5ZxU1PtDDvsRg3PdHC0y2rsh6bwPBK/ML0OsRihMOZ+929X7lauWIJw/+345Ps7piXcdua1WspGbGKuue+oUcyX59CvywMd7QixvduPMr3rjjI2673Fj8i5yKNqkCNAwAAIABJREFUiZLzU9xN/uc3EPBDf/b57WumbEkb6wHeISib1HiQXANu+yrD/PNVM+gO526ZKBkoPkQNl8DSHTsztirs+An4HPriMRI2GXL+94wmvny6k7ejmVPZHccZakVJJBJDLUmxWCytValQndOGLS1h4MlZO1nZfD2+gdG/7+3eU1/QPl3Ns4565l5rDF9YsJIfv7wefyJ7iHu6ZVXaxrStvbN4YHtyELbXFiG7S64i7rFRdCQSwXEcEoncI7oK2ZMwn/8HG19dwtLGem6e9Xxybzzy3zfUHqnLaM8s5nNyrCLGUws6OeJoIU6ZmBSi5PwWtxCPgd9ggn5sX+bFJ58QNMQxnmOjVlTt8TzeAm/Om8qzF9QwdCXL4WyFqJEiiTiRRLL1wgeUBkJsnXwxF1UHCcaDQxf5eDyO67okEolRL/rFaJ1aApxpRXF9licvfIUV71yL8dirL2X3nvq0HeO7ukvZ/NwVAJ5BKoHLGxXeXVcA3YES/mzhZ/i73z6WtfPz4V3rhgJUSiRRxsO71mWEKAtsM9m36cnVOgeF7UlojMHa/AYWbW2eS+vpyXzm8jMDzkfdN9QCHnsvFvI5aS+P8dQVJzjsdGfcJjKRKESJAMQtNh4Dx2BCmWEqWwjK4PdBnuEiFvLzo6tncrQ8/+6ccCR3iOrdsTDv1cmzcYGe6ACf213FVX172cfoe/SdDRZoC2V2Qw344/y0cRe3v7OIbBsMbn1x3lCASonH/Wx9cZ5niDpU30GC3MHlrfIp/GDex/jCnp973t7W6z0I26t8f/BC+hLZW9OstYRCIQYGvLeBKWRPwlAo5LmFTjb72iv4+5c+x39o2kBpMI9taGwAk/BuMR3tc3K8PMpTV5zikKMlDeSDQWOiRIZL2GSA8hlMWeGDfo2T30fq0AU1/MOyuQUFKICSgex16t2xkNOPrRjccNiQ6Kzh9GMr6N1RWAgqTzj8cEMNf/wvfmYNvMqn3V/8qywu3V0VzBpruoP9PH/Rm2QbeNbV7b3wo1e5xfJq3Xt51el/Tb2cN6Zd5nnb9DLvliyv8l8Hl4x6roGBgazjo4rdkzBfp/tSA84zZ91liOY3UHy4ztI437++nf9+1UEFKPlAUYgS8eJabG8MfGDK8u9Cs6Ns/eL6DP/SdAE/unQaCZ/34PFc/G72xuPuTbembTQMYKNBujfdmvfjLztWzjN/W8WlrT4sLpBgRuwgqxI/LzhINTc3sWHDOtavf4QNG9bR3NyU8/hjMypy3n605DS/mbMPryBVWeG9SKZXefuk0/ST/7itey76KN0lmd1X9yxaS9hJH4Qddnq5Z1H6IOx2ZwqdsfwCeSQSGZq9OFy2vQe9yosdk5YccL6c3R2X5jzOeOyNmE1naYwfXH+cv1u8n4N5DDAXmWjUnSeSiwu2N5oMUyXB5M85GLIvc3OqrowNCxqIBL3DUz4Dow0GPz7iHm02CY9xKrnKh3Os4Vu/qOL3Xj9TN+vvG/q5Pn6E1fyMDc4n8lrGp5AxPCmH8tiu8N2Ko1TPLOWiQ/Vp5Utv3JM2JgrA74+z9MbMrqXX6vfn8QzOSDh+Pr/wM/yfl9fjDFvYNDXu6eFd62jrncn0skPcs2htxnioF0pvgQImGRqPsXGF7En4/7N37nFylGW+/75V1dX36bkmmcn9RkKAEAIBhCSCgCCiQFxjBBFv6+q6Fxe5LOjZPcfzWSC6sh533VUOKyKKGDEIiAsCiklICIEAgVxIyOQ+k0zmPt3Tt6p6zx89PZmeruqumrCHROr7D6Sm6q23u6fn/dXzPO/vcapVc1uYvurVC1g8q4VLpj1nX6bXVd3uojuS5/Eze9mj9VU918fnZMYXUT4+biiKKQFEdUjar4p2Bb0S2Di/mfUTEo7F414Ko4NoGDarstrQO5TKKz9eiemDIX5wf5iGwdIIiAyV7piaYLTzKfkEP9M+UqWayFsND0BGV0iLaqMWeKmulUQuQtORY+Kw+B5VE6F9kUG6FO87wbr1GF8/8xPc9epDJRG5j8x42HYnXpEBEeVALuLpXqZpHushOITbnoSBQMA2EuVN1ArWvT2dtv5PcN3pNg7n7c4pv55wQTy1Bnzx5PPewBdRPj5ekBQElJOYGrUzLxsN8NDCKfREKqcEvRRGF1q/lIuo+LKn6XtgWUlKT+g54suednwtf/F6gi88o9o2XZaR8p1T48wjfEr+mp/q1+DQKhDwXsPTOclbnc0z497kmuw5RHqP1RDNm9tW0dIAYMu0vY4/q1aU/1LNRFbPupiPvf0H1/NcG/sg5LxXlGUyGXRdJ5c79jm76UmoqqqtiPIqagFaO+J878XP8Bfn/Jxo8Jigkwebyn5bekMGjy/oZXfA93jyeW/hiygfnyHcNk8FjokpgNgIMWVYwz/eNauRJ6c1lLRtccJLYXTY0m2rGYsLvpvdeTWGyg8fijP7iHNdlgzbbz9vsjq5Mbean+jLnDrdEIt1k7SpnXGq7TnYEGCktUFVBDw2+RU+njsPbdDdn7F0IMsBzf7+xaL8ogAtFuUDJe/f91vO5qze/czo3F31flkCth5bRaql13K5nCe7AnC2ShhrYXr/oMq/vHA9Xzj3cSbEjhYOth9zO+8NGfzmzF526dXFkxefKx+fkwVfRPn4MLbmqcOMFFODOcyAwq/PnsI+m7YtTtTE0/QPlKd97Aqjo0bQ8Zsbfd9rlS0NJFzaHuObP9fRbYwfR2KFnVMy9VY3N+Ye4QH9Y5g2tgOeangEdKnlAqpaZEgKyerpL/HxnecjXPRA3D6qxctIKhXll7yfQvDluR/h15vuI5ytnBbcGLsIp/p1t+k1RVE8+XGNjFyNxKuoHYlhCn6w4Wo+vmADpzVuhYEYfUPiaacL8QRjq5Hz8TkZ8Hfn+fgw9uapI8mks3znyjz3XhJnf60364IlF+5AG9XB3qkwOlyhgWwlNCn4zm/ruPtnwaoCCsAKVq5rqbN6+Uz2ETRRHimZPXsTS5Y8SCzWBUhisS6WLHnQdsHsGR8tO+bWrsFQLR6b9TJSqRytMYTBW6F2x597KcrPqwG+sOA6LOH859NAsNmY6vjzSum1kvsP1Ue5wa4gvciiRY+iaaUeUE6i1olfvnY+v2u9ip+f2809i/a6FlDg/vX6+Jxs+JEoHx+Or3mqRPLYeRbfXtxHTlpcuWkfAOHQZCLBuRj5IFQxCHBbGA0QGYNr+exkiO//OEx92v1zk3SxJb1W9vGZ7CoeCC0nP0qYuanhAWibEAZKoy2uI0PAYCDH72a9xuU7F+D0Pr/t0OKliNei/PZQgjvPWMbXtzxie8ctkfMqeq56Sa9lMhnHgvGR6LruaNbptjDdFmGhT+mEya1sUgSxjs8TNt4gndlf/doh/rt9rnx83i18EeXjQ6FJ6kEjYXu8Em9MNrltWYoOfWiBG7FSpzMHSGcOINBJxE9HyGYsy1nEuCmMhuqu5SVI+KvNtdz4e8W2eLzipS5bciTkAJ/NPMyPQyvIuYhwjZoebaHjt2voCqV4YeZbXLh7DqOFlInFlprKC77nonzg93XTOW/a+7hs74aS4xJYL+0NOot4Ta+58X6qFIkC96K2iBJPEpxzgHR0P7mhaGNA1mNZCrpyJuGa00ilXyabP1p1rONJJ/r4nMj46TwfHwrNU8OidKGq1Dz1aMziLz6f4bOf6D0moMDWwkCSo3dgMz3JJ8kYL6EFUji7SVUnlHFn3FhraKx6oI7P/N5+9101LOHeCiAuU3w283OCVdJqo0nGdUyb98IpAlTJrmFftJM3p+5HjhrvUHOnra/WSKLve43EjatRG3oAidrQQ+LG1VVb5tw15ULaayeWHHs7eCrZKmJyLOm1YsNnJ46n8fMwqkFwziG0pWuwzl5HOrYPRqRrhTy2ZJiGRihwPg2Jy1DVykap70Q60cfnRMSPRPn44L55akaVfO8jBr+c1e/Uxq0i2dwRsrkjgEoiPg+FyVimN+fycK5KJErChw7G+YdVAQIeI0OlwwxWP2kEMTnI59I/4/7w9WRc3vfI5DjYCJyxRIYAtiQOkGiOMnloB5lE8mrTXldzqVqUb4cQfOG0j/HoxnvRjYINwB8D5zkWlBcZS3otn88TDodJp+3d2cfeEFqijetDnbmXrH6YbIWPTtg8dxv5ELHg+9ECSXr6N2DJ8pTicaUTfXxOYHwR5eMzRKXmqSPrnrIeoy32mPQNvAG8QSBQT03kDIx8nGq1UwAB0/lrG5CC7zyR4IK3vLeUKUN6sNkeIkKGz6Z/yo8j15Ou0HC3yEGHAIYXu4bRrG3awYdzZ5HoinK0tp+UF7vwMZDWgnzlrOu4d9P9tGst9OXd/Vn1ml4DSKfTqKpaJpg0TcMwPFhEAAQzhOe0ka3bgyHy7gwmpNNnKjDyceLhy1ADXXT3vcToOrexvF4fnxMdX0T5+FShrO7pHSaf76ar74+AQjx6CgF1Oqbh/NUUCFQUzFERnFMHwnz/xyFqMpXFixs/LEvkGWvKMUKWzw7+jB9HrmewgpDKBgSpCmm2MUWGhniy5VU+ljuX1ybtHdP1XtkdaeBfT/sIjfvjnlq8jAU7L6hAIOBORAkLfXIXTGklp/aQ9hioFFQT5wIz30gi8iGEeojegdc4ntS1j8+Jji+ifHwcOBqz+MYncrxSl3ITIHoHsBhI7QB2oKpxErH5mPnCFv/RBNEYHFqthYSvvpTgujXVa59c+2HpKbvLAXiidUXVfnFhsnx28EF+HL2BlGEvpDon1bzj76siLWZme1iY7mBS+I/M7raI9w8AEqQs3E5KRHFhH/n/SJCU/RsoOf8YpeKgPxFk++IQmmGg5msQg3GsvhhmbwSzPwwVmkd7QUpJMBgs2YlXLZUn4imCcw6Qie4n57K9ju040m2EUyDNSdRGJ2Ly9tDvtY/Pnx6+iPLxGcXx1j0hxKjF1jumOUB33wuAIBqZTigwGyMfoKg6QlaAQSVHQ17j3gfjTO1yt0ekkh/WSBElw/ZF5U+0ruAb6+8lYxa8ndpSU/nG+nsByoRUiDyfTf2EB6I3MGCUL74HG3U8uZTbEDWzLMh0csZgOxOThwlm+4d1WWdTmO3j01zYoyLGXC/kDlPAm9MtIIuhZDGCgxA8DCNcE4RU0Kwoaj4OyThWfwyjJ4KVDFdIk9mTzWZL+uvZmmyqBqGZHRgTdmMoKTLlZ4wBb/OUUqAwm7rYTDIebRF8fE4GfBHl4zPEO1/3VI731heS1GArKVpRRJhEfD7SbCJuBlm8X+X2RzQCHpSeWz8sGba3drhn853DAqpIxoxyz+Y7bRvxBjH4TOpBHojeQP8IIWUJ6LRxKa+EkJJJuX7OynQwN9VOfaoD1XTOnfXWBTC0DC+fAufsEIjjFLaV2DerhjwDYBkoQsWS5aJNCou8OkBeHYAQUOyeIkGgFQRWtgaSccy+KEZvGDkYBIfoTyaTQVEUpJQjWsNI1KY+AjP3kQm2k3mHI33uI1GljMUWwcfnZMC1iBJCqMDLwCEp5VVCiHrgF8A0YC+wXErZM3Tu7cDnKVQW/o2UsvKWGh+fdxk3dU/V2pAMI7AtAzne1heWTNPTv5GgIrl8fx03PtlEwKMwcOuHZTmIqPbUZE/HAXQMbkz9hAejN9A7VOvV01Te4qbsOivPaZluzkwfYVqyjUi6Z0SqrTq9ocJnmQpavDkrwBm73BUrrdt2NavW3EZnfwuNNW0sX7qSxfMeczw/FVHZP6JZs66GyRju7SEQIDHIq33kI30QAcYN/UyCQgDNjKFkhgRWb4R8bwQyhd8jXdfJyn5Cc9rI1bdiijxe42671l3NplW3kuxsIdbYxqLl32L2YpvX7DFiNpqiLUIskqE3+SKm6c6LzMfnRMVLJOpvge1A8ZH174HnpJR3CyH+fujftwkh5gErgNOAFuBZIcQpUto8mvn4vMu4rXty26AWGPKKKl/sK7W+cLtr6Rx9P4sHnuGWSX/Of35FcPOmOj62TsFt4Oz2cWtKaqLA3g/LKRLVHD1AW6q8nUlz9EDF++qYfDr1ID+NfYrufIC2lgglu7ekpNEYZGGmg3mpw4xLHUbLp8dcMiWBpHIsgdUVzbNnWoRpewcrjrlu29Xc99RKckZB5HX2T+K+p1YC2AopC9gyWwNxTKB5ElDVEGCRJ6f1QKwHYsCEET+WOqf2XMob0W1kgkfGdItd665m7X13Y+QKrznZOYm1990NUCakKhWWb9vR4spxH9zZIvj4nAy4eqwQQkwCPgzcN+Lw1cADQ///AHDNiOMPSymzUso9wNvAue/MdH183hkyquRb1+S58ks9vFJfvXC8UhsStxxP64vGQI7P537J+wd+h4pkUNEwVVh5fg+X/WU3r89RXMVoliV28M/NTzFJ60MgmaT18c/NT5XvzgvY9827aeEdhNTSovOQmuKmhXdUvXcAkxuSD9IQyHFUzzM308kne7byjQPPsnLnKm7b/RiXHdrAxN49BI5DQAGkw+V/2vbVpjk6sbIp5Ko1tw0LqCI5I8KqNbfZnn9gepysKI9whbSYh9mOnevDSaYrPcRe/x/U7/tbML31bATYtOrWYQFVxMhF2LTq1vKTHdJ523a08PSz84eaaAv6ByI8/ex8tu1oqXDnY7YI9Yn3QdWdfz4+Jx5uI1HfBW4FRv4FGi+lbAeQUrYLIYoB6InAiyPOOzh0zMfnXUcCvz7P9Fz35KkNiUP7jbG0vlAFfFBsYl7y9ZLjaeXYV7cvIvn8R49y6tEA332iloauyruvKvlhFXHqm1ese6q2O892TKA9cgG1obO5o/VBQoZzQ+Djpa8hDDZmoduakkQycWJd9mmkzn77Rb/L5ng6KNiTsI86ZQ1vRqVj4fKgxQyzg47I68CnMI+cQqLjn2Hq8/Q1/gq34clkp/1rTnbZHHcQUWtfmIsxypbDMDTWvjDXRSujUlsEIcYWUfPxeTeoKqKEEFcBHVLKV4QQF7kY024FKfs2CyG+CHwRoCUKA79xMbJPCU++/5Pv9hROOv5rJkRPS5PNe6sl8tqg1o5Fix4tqYmCyq0v5gS7uaz/cYI2O9gyojzSsr0pz+WfPcq1u6Lc8l9h9NzYC6ktxblW5SMzHnYlmorkCLKt7tNsUT5IztKRZh+7O8/k/AaFkHlozHOsRG/cOcj+8qQBLsxGCCTLhU5jTRud/ZPKjjfUlAoBCbw5JwQOe94kFgE1RN6svCfOdS3SKM7ULM63CnOqD7UOzUiAFLD3YuoOLiYz8+ekExurjhVrbCPZWf6aYw3l4sepsLx/IOzpuD2CRCjOB+e/yneOfMHDdT4A5ZWOPv8/cJPOuxD4qBBiL/Aw8AEhxE+BI0KIZoCh/3YMnX8QGFllOgko+zZKKe+VUp4jpTynznsE2sdnTFgqDOQL9RfxQLDK2ceIL3saoZembRzbkDhEombP3sSSJQ8Si3UBklisiyVLHiyrh4pqFtebT3JV/2pbAQWQtRFRhXvDo6ekWPqVTh5/nxybRQMghbNPlFt6tck813Q3P6n7BS9zFTlrKB0qsoDgxa4zSKrTPI25btvV/M0P1nPdt/byNz9Yz7ptV9vfW69QYyMEG2YMYunl7XOWL12JrpWKK10bZPnSlSXH2ifHSCnVTAMqv/nFWqSCgFGGa5F2rbN/TUUmKhbXiLbh0TXVIKCV/p5YRgD9rU/TsPUu1HS5QBrJouXfQtNLX7OmD7Jo+bfKT3YQUTVx+1Y0TsdH0xDr5uPz/5HPLvg0U2L2/Sp9fE5EqkaipJS3A7cDDEWibpZSfkoI8W3gRuDuof8WH58eBx4SQtxDobB8NvDSOz91H5/jY6SYSuZzZY1rR+KpDUmFtbNS6wsBXKjt5NzUmqr1QLkqZxgafHNxN/92luD//K6RuW9bnmqMpHS3+JVdh2Bv9BJeCX+KXrMWDJu7iqL4ELzcNZcz6wPUWbuqju226NsSkBWV3eUtRfDiKXnet01FWMcK3IvjrFpzG139LTTY7M7LBgQ7G6qLzLyZRggFKe3Tq5VqkZyiUXEsPqceKfssayO9HO1vKjvfSNUQe+Pv0Rr30z3535GB8vRj8V6bVt1KsquFWINzRMwpErXkwh08/ez8kpSephksubBy2ripppNLpt9Dc2xrxfN8fE5Ujscn6m5glRDi88B+4OMAUsqtQohVwDYKTnpf8Xfm+ZzIFMVUTAuSNvOYDoue6zYkDpGoSkzUB/nIwK+JZt3V0hgu79Edldxw7VHOOBLgXx6vpba3ult1QUx683DKEuWN+s/xJhdhSG1027RRjIzgCF7vnsVpdQGa5LaK96hU9D1S5CTjAVfzz2nw8pxyD6nF8x6raGmwbW4Eu3orO4JqxHG3nqdaJCCAxV/pXag2f07HxfbbiqgCAqNzKjWddyMmb6R33EOgjuprt/gxV2lEp0hUse7J3e48yfjaI1w6/TuMi+ysfk8fnxMYTyJKSvk88PzQ/3cBlzic90/APx3n3Hx8/r+SNApiKqLp5C2TvDU27S+F+24mAUVylbWWGQPeFhOvM3tjfJ5Lv3CUFdtj/O3vQgQq1YQp7rebdwdmsqn2KxwwZuA2dyhluQDZ2jOV2QmNFrHF8b1zW/Td2xAC3NkMpIIWW2cFOG1XtdhegY7mCH2q+6LxSnYHnmqRkHwlmCJo2X82E2Lb2MrZVWYjkAfOp7ZtEfkZj5Kq/YP3tjsVzDbnzW2rUkQuaalr45Jp36YxssfjjX18Tkx8x3Ifn1EMGoXap5CigYCM6bE1icso0Xz9MBcN/JZAhSa8dkiGusp4XQAFPDwvyerZSf5hfQOXv+SwCyRUWYCYKLTGrmRzaAUDZtxz5xbLsq8l2tU3kXxcY6q62XZebou+e6LlArFSAXdnNM9eFx5SeRW2j3eYe4XxQ1rMVkwtWv6tEn8mcK5FuiGUp9a0t50AmBDdUmHmpUhTRdv1Z9SHryQ544fkom+7vlbIsSwZkkn1+7lk2repD1f2E/PxOdnwRZSPjwMZq6AOAopKQFGHxVVVqoibWs3g2vTj1GedrQ0qzkvRxpQyLJILwDfe38X3Fir8n6camLXXLGlcbIXtd+alRQ2v132R7VyAKVXv4bAhDIdoCsDegfHko4uYFdhU9jYuX7qypCYK7Iu++7VSoePGTHJfbZp4S5zGNuddiTvmxpCU10JVGz/nsEPPbS3SB3WTGWaH3RDD1AdH7NBziZmOEN76VeJ1h+mZ+n0svaf6RZYXLyfJ1MY9fGDqt6gN/ffZWfj4vJv4IsrHpwrF1J6KIKwFSFYRU1II26VMAT6gbmF+6qXjMpIc1Jx3FbpuTQN0xC0++fGjnN2u88+PJ4j3FyJiMlLqEdWhn8amxJdoNya7TtlVwjQrpwsPpRrJh89nXvDFkuNuir7zKpij1J3bAu43mwY4NxMj0l0eNepqDNEVsC8mrza+JQ0CSpC8jXisVos0X7N4n6wuQDTVQNcMckag6rmlCIyeZuI9/xulZQs9LfeDUqEo31XbF8mMcbu4eMq3qQlWFn8+Pic7vojy8XGJiSRpFGpnYoHgcEF6GWVRIsn04AAf6n+MMJUFxBOtK6oaWaY1e08QT61pRvBKc46Lv3iUG9+s4cvPBLBCA5io7KxZxqv6MgbNiOeUXSVMs/LOOYCOdB2GdQFnhDeU9MurVvTdXx+CUe+x6wJuIXhpUpILs2ECqWO7Ew0Ftk5ynrOb8YWi4jFry0TF4toRVgbVqI320NE3rvqJtgistjOpPXwP5rSnGGh40iHXWykSJZk9fjsXTflnYnrXGOfh43Ny4YsoHx+PSEbaI4RI5jMl5ggjgzUhVXJ1/hkm9e+vOu4TrSv4xvp7yZhRANpSU/nG+nsBSoRUUrdv3lupNU3VXYUCHjijn1/MgS/tP53O9OexpOIpZeemd5qU0nHL/2i6swk2W4tZGH0B4VKB9NbqjBZRXgq4UQQbZqZZvENHyRUijrvmxLEqFKq7GT9nDCIQFW00RuJkZVCJpuj+4xBRBaSloLReSd3BS0jP/BGZ+JujTrBbMiRzmrfw/sn3EA24N5/18flT4Phacvv4/AmR2rCAw7fcxqHP3cXhW24jtWFB1WsGhgRUPBBEKS55Q5GoRYF9fGnwR0zKVxdQUGilUhRQRTJmlHs231k6z4C9C7Sn1jQ21Jsq5+8Y4LEWeHXqfuyaKDvhvnda9SjUSAbyMV4eWIIU7p73esLlITNPZpIMeUjNziMVhb5anSN65UJ7t+MHA+766Q1bGXgsOqvktbRtRws//M8P8O3vfpgf/ucHqvS0AysXJLj9yzTs+CZK9ph1giipiZKc1vIKXzr3Bq6c8Q9VBdTqtStY9OVWJi7Ps+jLraxeu8LV6/LxOZHxI1E+Pow9FVakGJmKqjrTg0f4YO5RElnnImU72lOTXR1PBuwjUWNtTROQgrP2ZWk6XKj5yamCPZGDdJzSx6Vvz0dY1eMhrnunCff2CUVSZoSNfUs4L/ECQjrXo0mwdRH3YiZZJBeALfMiWOlTgNeoJCjdjp/JV/99EEj+soKVQSXGO+zQKwrc4udTFLhA1b52Rn8D8df/EXX8Tron/RApVRQkZ0zayIUTv0dIc+dsv3rtCm75wb2kc4WHhEOdU7nlB4Uo67Il7lsI+ficaPgiyseH40yFDVEwtEyQ+PxPyNdLMttUMNxHE5qjB2hLTbU9PhKnSFR82dMlQhAqtKYZYm6fYNqObtQRGiE3FGw4Ghpg9dyNXNO6CDVTeVeW695pDiJq165FbNp0LclkPbFYN4sWPVri7J6xQqzvXcIFdS8gHCwSMiHFMV3m1kxSFQECWoiskaJHS1H71udISNDq2kk3/pHBmo2glEe73I4f1KJkDWfhcUMoT52DlcHqtSu466E7aeuaTEvDAW6/7o4SAVIf3IPdDr3jaw4MIDCPzKGh404WJp7hnHOuJxj01hborofuHBb8rDK2AAAgAElEQVRQRdK5KHc9dKcvonxOavx0no8Px5cKq0sJHvh1Ez/6SU3BEVw1CUxJEr3MJHR6HFR328JvWngHIbV0cQqpKW5aeEfJsaRuL1ii73uNxI2rURt6AIna0EPixtW2InB8XuWSzX3M3F4qoADyyrEDWc1g1ewXGaivbDDpuneaKD9v165FrF17A8lkAyBIJhtYu/YGdu1aVDovqbOuezGWap8W66v30uz2GJoSJKzFEAhMmSeTHxiu2xJaHqSC0T2RwM7rSLz8XRp2fJN414fA8H4/w3SOpFWyMihGcg51TkVKZTiSMzIlpqkmulYu8N6J5sANch+f6v88i7bsJfTPdyBeu9hLtpe2Lvsoq9NxH5+TBT8S5ePD2FJhqgG3vVTHtesVxMhi6aFIhaKCMm0AdTIY++Jkd6TAci6QLhaPV9udl9ScF79qrWlCUuGs3YPUdzr3xsuL0tVRCskTkzZzXmQWMw+Ox27blvveaeVRpE2brsUwSm0bDCPIpk3XlvUZNAmwrusCLmh4Cc0s/Wx6a9w/EwaUEKqikTFSGFbW0btK0bNYuZFzExj9DSj9V5Hgw6iRFFbTZvrrfufKZ8mUeVRFx7RKxVQ1KwO3kRy7HXo18fRQrRplx6siJYt4jPm99yMAS++DrAqrL0f87gPIa1fD7FerDtPScIBDneVR1pYG33zT5+TGF1E+PnhPhV25O8rXnwwTzNo8jiulKTxFBX3GANoUMPbVkH0r6SimPjLj4TLRNJqUg8VBJQRwehdM3NVFtbiYU+n3xvq3aQ/1snj3nDK/KLe906SNiEom623v53TcQuWFrvO4oPEVAkbn8PHeYGX/Ll0NI4RC1kiRtzLk3Wz405NAjcMPBeZgDPYtJb5vKYqeRTRtp7/+aYzQfkffS00JlIgoN1YGbiM5TbF9ZSJqrM2BAzLFNblvkhg8dp4MjKjrSgYQD34Cmj6KXPYgTGx1HOv26+4oqYkCCOspbr/uDsdrfHxOBnwR5ePDseLxakaVM7s1vvdEHeM7LBzzGYp9HZSigT6zH20qGHtqyO4cGOrf4o1kBbPNMiRMzGnMe7MTvVK/vBEYwlld7I908sScJFftPhuRLxdS1Wps7Fq+xGLdQ6m88uNOSBTWdy7k/MYtBI3DmEBGlIuooBoBAVljkJzpIvIy+j56P1B5J1sRKxeEQwuIHlqAUE3Uhj2kGp4hE9sKI6J7hZooAUhiLq0M3EZymqPb2EppGtRbc+Chca3tXDHwjyijInRSsSmOPxpG/PCLMKUXec2PoLE8JVmMllWq6fLxORnxRZSPzxCVUmGxjODbv2/gnK2yumeRqFxMrmigz+5Hmw7G7hqyb3sTUylNr34SEJUKC3cMUNPnsl3NENUCNAN6hlVzNnDNvnMIDribSxHTpgXKokWPsnbtDSUpPU3LsmjRoxXHkqhs6FzAooZtWJF2io6gQS2KlBY5M03WdN8s2A5LH1trHmmqGB2zCHbMIiisssL0sBbDMPr4a70bVVbffOA2kjMh+rrt9W4EbmHiFkvlT5nd9ytbYWeJCnYP+2vhe3+HOPUw8qr7IV7qfL9sycO+aPL5k8MXUT4+FRAS/mpzghue11Asl0Kniogqomigz+knMANyuxPkdve7ElODamXhogDzD1u07O3x3F7G7V5CU7H41bSX+MDR0xh/uBb7Rjc219m0fCnWPVXaneeMYHPXKSycZKKr3eTMTMXdb14xA53Hv/umWJjefR0JPolW00OuaROfHPcrgtJ+p+Fo3EZy6oJ78dpDr0jY6uXa7NeJZA46vxQqR/MEArY3I7bfDufsRl72IIS92zX4+Jws+CLKx8eBJfvD/NNvokRSHlNuFdJhtqcHIDi3D30G5N5OkGu13+JeZFBx+NpKmJZWOWVrJ4ExNgc2VQ+Lr4Dfj9vKqaGJnLV3Gm4W7tEF1UVmz97kUjQVkYwP9zIjuoegcYRTNItTlRQPWbUYLh3RodA8eNOqW0l2thBrLPd3ygc6sEueunFnt0cwkI7xXKSBzhevYV6slw9MW8PEmur98dxEcoo79Lz20JshX+bi/rsQskp/H+nWLFXAy7MQm/8nLH0NueQRxvxL6eNzAuOLKB+fUTT3K/zbkw1MPVih7qkSHkXU8GU6BOf1oc+C7M4E+b32YiptI6ISlspZ2/qIJr05go/GCHiPu2yvOcTRU/q5zIUxp2Ud30IaVtLMqT1EQu4pLPgj1vwZ9HOLOsAqMYPdTn0NR7Br3dWsve/u4ebByc5JrL3vbuCYgWY+cLRMRB2PeeWR+l7+MGkrFpJUWGf3kTi7j3yYWMjiguk7OGfCRnTt+N6j2mg3HX3jXZ0rpMHl1r8zsf85l7EriSXyKNKlSLMEPH8WYt2ZcMUa5DlPgzKG75SPzwmKL6J8fIYI5uB/r2vg4ldw3avNnuO5tiCmQqf3oc+G3FsJ8vtLxVRGHBM6GoIFB3KMO1Q9dVfN0BLACLrztBpNZ9GYc88i1LT9GLJalMMBBZOp8aNM0ltRzD5bjVrMggaF5AZ2szVQz6/yUawKInjTqluHBVQRIxdh06pbh0WUGSiviRqLeaVE8sbMfbwZPZYqS8d0GLKaSGYUfrd9Hs9sn8ecll4unvo842OdtmNVY1xsnysRFbeOcG36dvScx2bBegqy7loJDWMo8JuLEM8tgY/+Bjlvw1gyjj4+Jxy+iPLxkXDDtjhf+Z2OjVfhMKv75nJXx1IOGTVM1Pq5fdwaliVstok7RKKqOU6PRglCaH4f+ilDYupAQUxlh0TUKQMKM7Z1lZll2lE0tCwWbxcNLYESIWUE7AVQasOCqjsXs5rBqlkbuLLtLBJd0bIxJF5qYyR1wQFmx/cTMQ4C0lMz5NPoZrrWw8+YwSHD/r7JTvtdd8muEcfVQUbXGHk1r8yqef5w6pt0K6W1WoOR8j+/EtjRVsuOtmtIREyWzHiDBeM2o6nuhfmE2Dbe5NyK55wuf895fd9DjCHSKkNJ7yKqSFqFX1yNqL0CuexhmLZ9bOP4+Jwg+CLK5z3NgsM633k8QaKv8iK1um8uN7dfQXoojXHQSHBz+xUANkKqfGE6nt5hSghCZxbEVHZHDRMzgrPf6iOScb+wujW0NPRyEeWlr6AU8OTEV1kUmcHsA82MFB9CVC+iDogcp9S20yh2I6xsSbquEnZSICIkf85uXtbH8WROLzsn1thGsnNS2XWxhpG9/kAoEjkiTenFvLKzpp/npr2JaROdTIYqh2L6BlV+8+YCfisWcPrETi6a9jz14cp9EAEmROx36AGoMstVxrdoSr5cdRwnZDgJDmV7rh80eoOIH90IzUnksh/DeOdidh+fExm/7YvPe5L6lOCnq5v4vw/GqgoogLs6lg4LqCJpGeCujqU2Z5cv6ZUcp91ihaL8PvY3zNmWJmF6S7u5NbTM24ioSn0FndhU18raWdtL/JGc+uYJTCZGO7mwcRMXJJ6jSW4rCCgvVAionCM7+Kp2mIZR1hCLln8LTS+1QND0QRYt/1bp/LTSOrMlF+5AGxWyHG1eKZFsn3aA303bYiugAFIuH2EtCVsONvK9dR/jX1+8kdePzMesUHtWH9qL3RvSaO3lhuTnKgqoJ1pXcPEjrcx9IM/Fj7TyROuKsnNkuN/mymMPGgeNBBIx/KCxum+u84trj8H3v4L4yc3QW94xwMfnRMePRPm8p9BMuH1DPR99UQy1anFXmHHIsHetdjo+muPpHSYRbDn6Cf6w8+NINPL5JwAIhUJkMu62yLs1tMzr5c9VY+0reCDSzeNzXuaq3Wej5JWySFRUSzE3cZCYubdQgza2kilXJITBX8lW1uoT+X2u8JkX6542rbqVZFcLsYby3XkASqC09Us188q8kmfNqds5otqLjSKDitfaOUHXQIBHt5zL48q5LJh8mKVTnicRKvVuUhULPZAnlx8SjVJyLo9xRt/9FX/bn2hdwTfW30vGLIj9ttRUvrG+EC0d6aJvhexfV6UHDdto1PCrEvB2I9xzK+LMA/Bn1dvI+PicKPgiyuc9xcXs5mrZCZyCl8rWiVo/B42E7fGRSGHaDjuW3mFSwpHMIn695a9JD91bjvCRKgqoYDBINls5cuPW0DKvKYwujB9LX8EiST3LL+e8yNX7zyaYTKNiMCNxhGZtN4qZ8lTnVAkpq3+WQsBSeYjTAjo/tiYyYOaZvfixMtFUhp6CVKlYdjKv7IkmeXbmG+RdvLA8coyOTmBa8Mq+CbyybwXjEzneP+Ml5jbsQBkarC7Sw5G+8QRkimtz/4uawbeqjnnP5juHBVSRjBnlns13looo3V5EHe+DhkDQt28K61+eArzt6hofn3cbX0T5vKfQghnklavh4hDiD5+EjaeU9YGz4/Zxa0pqogDCIs/t49aUnqjaL55ee4elzfH8etttHO6fOeon5eNns1kCgQCGYZSIrJG4NbTMa+Xvhde+gqMxFYvnmzbyt8YuItpmvBaJr9t2NavW3EZnfwuNNW0sX7qSxfOqCJ8KNJDjq+zhGX0KL+aqR4NksA9ornre25Paeal+t6e55AKCoMt2PE4c6dNZ9epiAuqFnD31IEsm/5Gm2F7Unm7b1i1OtKfso6Kjj8uAvYhy+6BhR14X/PrUDt6s6WOcNq7q+T4+Jwq+iPJ5bxLOIK+8Hy4OIv5wXVUxVUxHVC2adRBRbh2nTamz9sCXePXAB7CLUUgH9ZHPF+p2KqX43Bha5mz+IrjtK1g+Wcnkfsnp+zMoqSxzlDcI08uuRB3SpSHmum1Xc99TK8kZhULuzv5J3PfUSoASISU97jJTFbhC7me+FuZBaxzpCv5V1Vq/GMJg/alvcVDr8TQHgExUJ9j7zjh6503Bi62TebH1elompfnU4dWYHtzCm6MHaEuVR0ubo6XRUtv+eXh40BiBJWDDKSmeaWp38yzj43PC4Yson/c24ewxMfX8J+HFOY5ialliR8XaDqBQdOVAJcdpCezq/TBPbbsRU1ZqMFy5cCiTyaAoCoqiYBjei4xyiv1rr9RXcDRCSuZ2S2bsS0Hu2Bw0DOLpJPMzKd5unkbKrN7Tb9Wa24YF1PAcjQir1txWGo0a4wrcItJ8TdnHE9o0Xs/Zv1+VWr/0hwd5dvYbZBibyWk6FiBhI6LceHo5sXtuA2viCn/x888go1myk58hF3+htMjfhpsW3lFSEwUQUlPctLA0WmoJ+7Y6rh80KPy+t042+MWkfWQ133zT5+TFF1E+PlAQUx/6MVwURDy/Al6cO7aFeQxu0925U1m95WsMZJuqnitEdWFkWRaWZXkqPC+SOw43adWULOiQTDg4UCjaGYU21DJEk5I5bXvoaGjhoE36cCSd/fZeTl0Ox0fjxptLE3Ct3MuCQJyHjDryo6Jkdq7lAPubO1jXtNPVPJxIR8v7ILr19BqNBHae3sDbMQshTSQSkQoS2nEVQe1K8lNfJlP7BKj2gq9Y93TP5jtpT02mOXqAmxbeUVIPBSClc/88Nw8a3fXws5n76Qx5a4zt43Mi4osoH5+RhLPIDz0AF+uFmimvYsqDiMpZNfx25y3s6ZrvYYLuo0tFAaXrOrmcuwUrXyVaYUcwb3Fuu6SmrXLtizrCsVwA47vaiOshdtaPw5T271tjTRud/eVeTg01pUXddqVgXr25pjPALWqSR5Tp7BzxfhmjRJQhTF6e8zat+lGnlwq4MyhNhspjXG49vUYiga1nNrIvXHgfpYCeiKR+sPC7KwwFffe5BMQirImtDDb9wra26SMzHi4TTeWMTfzkQoJfzTnCjprqNVI+PicLvk+Uj48doRzyQw8gb/9HuGBb1VTIMIHqaR0pVTa1f4bvb3jAo4AChPdIVy6XQ9d1hKguBg0PtUWJtMUlu3Jc+kpfVQEFpSKqSCSX4YzD+0ko5REZgOVLV6JrpV5OujbI8qUrS47ZzXos3ly6kFwnW1kRSKEO1aQZgWNtUVLBDE+e8YorAdX3wLKhXY1i2KA0tWFB6Xk2L9utp1cRCby28JiAKrJnQvm7IqRAPTiT2Ku3E9tzM2p6SsXXYU+hf55bLAX+eOoAd56zyxdQPn9y+JEoH59KhHLIK34CF+mI5z8BG+ZVjkzpziJHSjg4uITH3/gSOTM2pum4SefZUYxEVUvxGS7EYvOAxZn7s6gD3lKFimU/dxWY1b6Hrtpx7A2W+gwV655WrbmNrv4WGpx259lM+3i8uebSw81aLw+JGRyQhdYvbU09/LF5myuZWcmgdGQ0KmWTPnXr6QWFwuxXzm6iw6Zf0e5mOLvVfn4CgTjaSPToXyLjaTKTnyQffdm934I+CNnynXgjkcDOqXl+OXE/eTe9iXx8TkJ8EeXj44ZQDnnFgwUx9cchMWXnGu2Qzkuak3n0jdvodNhG7hY5xgLmIplMBlVVkVJiWeV1S4575qRkdo9k9v5BRGZsc1AcUnZFGno7iGo6O5uayY8QXIvnPVbV0sBuiR6LN9dIwkLyeXbzkjaVn09rZV1Nu6vrwL1Badamz6JbTy9TwEvnNNGt2ovT3eMtChK1MmIgTHjbnxHSryU3dT3ZxFOgVP6sCv3znEVUZyP8dMZeeoL/jQ6qPj4nAL6I8vHxQiiHvPxBeL+DmAqULhqmDPHcnr9ha/uFVYfetqPF0QX7GPaLkpfdXKZZWCDD4TDp9LEiYbtlU7Ek849KJh4YAMOrw3YpooqIAggZOU5v38f+CdPokl7EWrmM8urNNZrOwem8cOgvae2Yzd3rdvPa9EbuuKiL/nD1qIpbg1IJGApoI95aN55ehgIbzmmkX3EWKXvqDSDg+PPRiJxKcNcSdGUx5uTtDDY8AqNSqcPzDg/Y9s/LhAWr5razO5Ys/6GPz58gvohy4InWFVV3qfiU46aY9kTFzU6uYUaKqTXLYf1pBTE1JKIkgm3d1/Lsjk9iSft6n5Fs29HC08/OxzAKX8n+gQhPP1uolyoVUuXCYqy7udLpNEIINE0jn89jqsfEoG5YnHNYUndowL5qewy4EVFQKNScdngvtbE6WqNRdx5QNilWt95cIzEthe3dH2XjgT+jfzB+bHhF4fw3Jc9tred358D/fl8XmQpOFF4MSjORALFk6edaydMrr8IL5zSSqlIf1xYdWxRIWAJt3zzi+/4H1oTDDI5/GBk8UnLO6P55lgq/n9PP2vqOiinB47FueDc5Wef9buPuwfDkxhdRNrjtIeVTSrGYtrhwFItpgRNeSHndyTVMKIf84E/h/QHEmuXIvEJnZgGPvvFVUjn3DVXXvjB3WEAVMQyNtS/MLfmjI20iUWPZzTU8npTk83mCwSAZzSKWsVh0yCRy1H0kwe0CI1wabBapTfZw+mA/uyZMIVPFU8pJ51Xy5hpJMtfIhrYvsa39bCyrfL9NPqASprC/4PJNcNkrDTxyocU95/RgHKdBaSaml4koJ3IBwdqF9WRcbDDodrHJoRICgXq4mdjhr0JtkvTEX2NEtoIAK1gQURLYNi3H6pYDGFXqnsYq9t9tTtZ5v9u4fzA8ufFFlA1ue0j5lOK2mPZEpNJOLjeLMME8e87dw5p9f0ly6yfI5rztousfCLs6Lm12uHndzWWHkc1xTdtEJqd6OIq9maId3hYY7xEt3TKZ17aHQ+OmcKSicPA+tpSwt38x6w/cSEdfE5VCKFm99E+lYsHytQrLXmzgRxcZ3HdGH9ao8iO3BqXpqLuUW0ZXWHtWLTmbOio7ckhyikS3q93zgEBAb5xI7w3IUJ7s1OexgimOjJP8dNo++l3WPR2P2H83OVnn/W7j9sHwZMcXUTa47SHlU4rbYtoTkePZydWbaebJt79JR984dF0hNySggkGVbNadmKqJp+kfiNgeH4m0qRPysptrNAI4r38cl7wRQ9cCnL8tyDNnDPBCbYerebteYKR0lCjVUucCmNSxn0Q4zq5ErW3LGOfRy8kYETYf+QyvHvwAOcOlgAnaF2hrefjiMxqfXtvI/7k0wy/nJj13FE6Fqxd/D4ZU1i5IeLKgQMChesn0zvIJre6b68pZvGzITIDgniUcuf41ftquMpBynzJ8J8T+u8HJOu93G7cPhic7vk+UDaN7RVU77lNgdNFsteMnEk47tirt5MqZQZ7e84/c/8p/0NFXbJp6bMHKZk0UVaBp1b9mSy7cgTZqm7qmGSy5sHRhs4tELVr0KJpW2jrEbjfXaE7P1HPrhul86PUadEsBUYg6fPCNGj6zfTKaiz8PbhcYzaHnXzF13paaikQZTp0/0bqi7Nx4eoAzjhwkqtoUI7nQFkdSc1n91nf5j40PsXHv5a4FFMCgXlnohDKS234T5PkfNnHJnnIxXIlksLLqSkUDrPEqoIZobSm/ZnXfXG5uv4KDRgKJ4KCR4Ob2K1jdN7fqeDI8CLfeQ2LqOhQ5h7r4lYT0Ca7m4iTq3Yj9d5OTdd7vNqMfAKsdP1nxRZQNNy28g5BamtKw6yHlU0p82dMIvbR2xamY9kTj9uvuIKyXfuZOO7mkhFePXMd/vPQw29oWUin0YJkSw7DQdQXh0JcOCjUCl1+6hZp4wZOoJj7I5ZduKQt7WzYiavbsTSxZ8iCxWBcgicW6WLLkQcdUw3Qjwd9tmsbHN9UTMUaIgxHzm94Z5GvrpzLBitqMcAy3C0zAYVdhpdS5HQEpmdPWysRRwznJC8PUeK3jE9z7ys956LWV7OucjudQETAYcBe0jw1YrHwkzNM/auLs9uobCgBSFYYeqNFZc0YMcwwCCuBtG31zV8fSkibBAGkZ4K6OpRXHktEBuOU7oPejK4UHI8tUCWqLaEh8EFWNV7x+rGL/3eZknfe7jdsHw5MdP51ng9seUj6leCmmPdFwu5Pr4MBCnnzrVgaz9iFpJ1PwXK6QgqqU4ps3t61qrYB0MKystJuryHgZZdnrjUwYcIjAjJp8xFT50gsTeP60JM/XH7G9xK2nUcDBJHQsqXMBTOg6RE0wzM66JkxZLjF6s81sOPRl3jp8BlIe/7NiKuBtjIYuix/+NM7BFoVbLu9hV6Nz2ivtUOPUWxdk/ZyIo3xysxO2tclgtFfUIaPGdjyn4wCypg/+7rugFqIICgaaksGwQgAY+SCx4PvRAv10922w9TNzY91wInKyzvvdpvi3zN+d9x7FXQ8pn9G4LaY9Eam0k2sg28hvd3+Ttp6Jx3WPooAKhjSyGe9b0C2XNgEjqSHItTvGMeNohT35gBCibMEWCC7eGmdWXZAHTj9EflRazu0CE3RI5zVHD9CWKjfEdJM6j2TTnHH4AK3N00BmkVLwdu8H2HDgU3QNFNqtvFMktep1S3ZMarN46P4Eu6Yr3HxZN22J8vfBlBKTUqnT3Rhmw6yQ47hud8LurzFgVPvkiVo/B41yo8yJmn1LFlnfA3/9L6CWRpkbY20c7p8x4ojAyCeoiVyOoh2mp38zo+1b3Yj9E5GTdd7vNm4eDE92fBHl41OBvBVgzYGvseXg+byTi3I2YyAEaAGVvIedfJZDJMqOIBof2Tue0w+ECjusqlHhlMk9Ojevn8qD5x3loDpQ8jM3C4xTJOqmhXeU2ImAt9S5imR2+x661Hn8sP1fSOechYcTbrxsUoGxiSgovK2n7LF47N5aXj1V8PcXd9EdlSUn5EIK4UxBcHROiLJxWuVUoNudsEfC5e/77ePWcHP7FSUpvbDIc/u4NWXnynGd8JffBRtTzwk1+0aJqGMvyDKaqY1eiclOBlI7K74WH5+TGV9E+fjYICW82XUtf9h1A+boveuVcNHkd+Q98jkTVVNASkyzet2L3c600agoXHpkPOftDKN6KHusdveQqfCF9eN4YU6UZ8Yddj0uQNDBnuC4UudCRQSjyEw/VqqLmYH/yf7QzfRnGl3Py62XTaVIlNudbgJYuF3y9PZ61pwF/7i4m2So8K5nYkHCmTSHJ8V4ZVL1gne3O2EHbMRPcW7V5ixbDsNf/Ktj0+vx8X0V5yilQGEOdfFZpLObyeS8/c74+JwM+CLKx2cU7al5PPnW1xlIe28SPJZYlTnUTkXXVfJ5s6JBuLTpdzfy3u/rG8fFb8TQ34E6IPt7CBa/FWPm4SncP7+NrEPB+GiCFc7znDoPhAupx9wgMlNIQVmKQkD0M9P6B/rCS9mTWe6qFsqtl82gQ01UcadbMapT3OkGOFoGCOD9r8LvX6vnifMtVp7XQzqqMxjTeW2Cu8/NdVsZAX0hi0SmdNxliR0VLQ3k1EPwue9DBU+qhvB+V3MtFp9Hw1l6kxswzYHqF/n4nCT4u/N8fIZI5Wv51Y7v8vBrd45JQB0vuVxBQIVCzs82Ti1Q5qcbuG39dC7fUvPfJqBG0tyn87UXpjDdprbGDt0hnecFEaoBRYN8Gpkr7elmiWORooS5hjO0W6gPH6w6plsvm4xq/56OdacbgCLh6g0Kf/h+PaFojWsBBd52wu6Z4G1nn5y1Fz73bxUFFEBc91brUiw+b0gsRXjo6efjcyLjR6J83vMYpsb6tq/wyv6LcYolHW8PKC/XZ4YKzkfv5LNL5c3IJ7jmtToSGeevsut0k3TVpW6YoKXwmQ1NbJwV5bfNld8Lp3RedRREOIZM9w9HnewwFYWRLZRVkWaqeSf1oYXsyX3WMSXr2uRUVZCU/3aMZafbSDacYnLHVQPIoIYwIBYIMpDPVr3Oy07Y3c2wYK+r6SBP2w3L7yv0t6lCUOlyN2gJ1YvPfXxOJnwR5fOe5q3uD/LMrr8gb9cAbQgvPaDslp6x9pAqmnUqQmAYFiNFwoQhu4LxTnYFQ3hJN3lsbTfMeW9HmH54Kj86q420zdZ2AJ3Kve/KCIQQiorMppBpZ/FUxHKoRYtbmzldfYO20F9xdHAWo2XQkgt3lHw24OxlI1WBGFW35nWnW5G2hMnffzLLtiGxFrIKOyOLAiqmBcmYeYwKH4rbnbC7x1uMtjmw5awdcM2PXeekFXIoIo81Kox3sa4AACAASURBVBLn7oHBLz73+dPAT+f5vCc5OjiDH7/2E367/SsVBRRUrptxw/FcXzTrDAQUVM2khiCf2T6ZL69rriqgwGO6ybKPPqzum8uiXV+kZfvNLNr1RVtn63HJAF9bN4VTcvYFz7qDxcFoRCgGagDyGWTWfQ8/Szj/KVNEnknGvzAn+K9oaqnIc2tyCmDaFJffPm4NYVE6ptNON4CMKvmnj+X56J/3DgsogNyoXZdJI4shLUKqRlg9vmfdPfUu3vvztiA9CCgo7KGoC5f6hxUfGArRPTH8wLBtR4vtGFKKEc7nze5v7uNzguBHonzeUyTzMR4/uJLdHXNwu2J46gFlo0PeiR5SOctkX1M3X9p1FtM6O11f5yndZFPR7iWSFZCC6zc2snlalMcnHyp5K3SHCFUBgQjHkekBZCZZ8fU4YQqqbi+MyB2crvwdh4N/zuHB+RQ/f7deNkZAJZAtFTuud7oheeJci5VL+sgq5RN1ijdlzML9VKEQ1gIkXaT6RnMolgcqWD8s3Yy8ZFXZ12H12hVVzWcnJPbTNThp+N9jbTpbKD4/h2g4SzTSDrjr3ejj827jiyif9xTrmIah1zHdxaJbxG3dTIHyQb1dXz7evomdrK/fyfhMDU/NOIMXm2v5+JuHiHdXv95TuskmElUpkuW0u2vh3jDTOqZy39ntpIbSeLaF5aqO0HRkNukqZVcJt5lIISyajR9Sp0+h1foqWcO9r1ReV7GTvdV2ur3VbHLLxwdpC1ZOaSpCYDlszTSlNSyg4oEgyXzWdf1aV6BCUf9lLyIX/9pWQN3yg3tJ5wr+XYc6p3LLD+4FKBFS4+P72Np+wfC/j++BQTIxcYgPnf44K/fOdHG+j8+7j5/O83lPIYVkQ/0ufnHaBton9OBGSXnpAWU32th6SEn6GlI8Mu9FXmh4CykkQasgZnrDAf7vomk8u3ASllo5muYp3WQjosZaOF0/GOCmdZM5LVNoRByQx+YggjHQdDBzyGzlyNMTrSu4+JFW5j6Q5+JHWm0bE4NzTZQTIfYzV3yNSZH1uFXTWd3bM2dfyOLvPp3l+ut7qwooAF1x50c2MCSgoppOwMU1WWGRtysUv+qPyCXlAgoK7Y+KAqpIOhflrodKexo2RkttDsbadDYWSrFiwR0sm/N3xAKHKp7r43Mi4UeifN6TmIrFH8ZtJViv8YGO06jrjOGU3vPUA8pmrfLaQyoXy/PsxDfpDY5qgm2Vfl23NMXZdtEpXL27gyl7e2xn7zbdVJh7+eTHWjgNoEnB8k31vDEpjDpTQQnXYGUGqgqnIk+0rihxM29LTeUb6wvRkNG+UtYYGvQqQtJk/JQa/Rn2yK+Rzle2tcgE3YkcQ1jcf6nF/z2zD8uDttMUFUz3VhApoyDMgoqGqggGDYeUqYD2OsmU7hGT+dizyDOfdRy7rcu+d+Ho4wm91EbCS6E+gKqYvH/WQ8xvfMSLT62PzwmDL6J83tNkNYP/anmdWGOQSw6fQbQ3iJ2YOt4eUG6utwIWL07Zxd7oUdufFyNRIzE0hV/NmcC4iXX82esHCSXLIx7V0k3D2OgQLy1C7NjTmGXjlH5y+iKuzPVQL92n7e7ZfGdJOxiAjBnlns132ogoZ9Ztu5pVa26js7+Fxpo2li9dyeJ5jw3/PMgR5nAr3ZFr2D94GU5ielCvLqI2nGLy9Q8P0K95t3Rw1ZrHhqxlgFVIB0Y03bZuqrVZMqV76B/XP4mcs7bimC0NBzjUWd7TsKWhtKdhSC2tz3P/wCCZ17KZiyffja553Lnp43MC4YsoHx8gqWd5bMrLNIyLcnHb6ejJsZkBykp2407XCMmuSe28XNtasdZdtxFRRTpiQf79ghlccLiP895od2Pz4wpPkawhcsLi5dlp1o7vZHCooDwoQ9xvXc7ccBtXZJ9FtaovnO0p+2iI3XGnWqJ1267mvqdWkjMKNWmd/ZO476mVACVCSghoMH5NTeAP7FVuJZktdwMfDDj/uWxLmPz9iizbatzUudljjtVjYghLSse6qd0tkvdvlYjPrkZOr95I9/br7iipiQII6yluv660p6HKIAUJe6wypNoDQ1NNJ1fN/h/Uhv60G9P6vDfwRZSPzwi6QikembGRiel6Fh+Yg5oZe+PZ6kiOju/j903bMJXqC2jQqvJ1FYL1zbVsbojzsbcOM66t/x1pmew2ktUTzvPcaUneDHeXOatbQ+1qdlgt7NKu56rAZmamXq84v+boAdpS5dGQ5uiBsmNONqGr1tw2LKCK5IwIq9bcViKiigREH7Pl1+kNX8rezDUlrWNSNq1fMqrknqsNVs/oP+7+1DkPqbxqFP2mIpqOYZm83WQgvrQK2bLF1fXF4vFqu/OEgJpQJ/2ZcVXH1LU8V8z5HjNr3UUxfXxOBnwR5eNjw6FwN7+YvYHZqQmcc2AmIu9uhXQTiJJIMokcz7RsIRlwv2VdN919XTO6ys/OmMjUKfV89LWDBDLv3OI8GonkrZYsv5/RwxHh7Os0MkJnCpXHjEU0Bk9huXyOcK7b9pqbFt5RUhMFEFJT3LTwjrJznSJRnf32/kRdDseL1JrPcrq2ngPqzfRmJgClTYglkt8ssrh7qb1lwVioZKw5VgaNHEjJJdbv2Jrvp76nibpYN8FA9XTjsiUPl4kmOybUHKgoogSSRdOe4fzm/0B18bDg43My4YsoHx8nBOyKHWbX3MMs6JvCqYcmI8zjCzeYIYs/TtrK4Uif52sDDq1LnNiXCPNvi2dy6cFeTt9xpHKgRMFT942MavHCqSlerOsk58JI07JpnNxJgn/nWs6P7uaCwTWIUSKiWPd0z+Y7aU9Npjl6gJsW3mHbrNgpEtVY00Zn/6Sy4w011VNJmhhkuvVN+kPnsSf7KVKBwvvv1rJgJKkNC1y1aHnHr5eS7+78L844vJUtzVPp6NCBCQhFIRYLUFeToz7eSzycRB1j0HV8fC87O862uzlTG/dwxYz/SSTg/ffdx+dkwBdRPj7VEPBa7X5eTxzgfd2zmdbWBNJekjjVRElVsmXyPrbGD4457RNwGYkqva/CM1PreXF8nI9vbae20yFapChgI3RGcySe55l5fezSez3Nw05EASAELxqzeDUwmT/T1jN+cHfJ2/ORGQ/biqbROL3vy5euLKmJAtC1QZYvXel67jXWRk7XXiVd+2luukGwZnzK02eY2rCAvgeWIXM6AGZXHX0PLAMoE0IBRSVvmWO+vgQpWbn7WeYf3grApMFB9oYKY0jLYqA/y0A/7CcBJNCDARI1grqaFPWxbkK6uwhmU2x/2bFYKMVVc/6J5thWV2P4+Jys+CLKx8clUkjWN+xkY93bXNR5KuMP1zJ6NS1fyiUHW7pYV/cWluqc9nETadCssdu6DYQC/OjsKczrSnLZa4dQjVGiRnFWBSYWW6ZmeX5KF71kxjyHSmRFkJ+ZFzMtdBofzT9LwBz0dL1TJKpY97RqzW109bfQYLM7rxKaaTHRgrpUBzsiD7Cx5ZMolvBkqTCw+vJhATQ835zOwOrLyz5j3UZEebl+JP9r7x9ZdOjYz+v7jrI/PBnLIW2Yy+Y5ehSOHg0A4xGKIBrVqUvkqY/3UhMZQLX5FawNHrM5KFgW/Jz5jb90tCxw44Tu43Oy4IsoHx+8pUtMxeK5IY+pSzpOp7YzyrCYGl5bJf31aZ6ZsIWsVvmJ3m2kQTXt8y3uGr4OndsQ462LZvPhPV3M3N15TALaLHjJgMkfT0vySrwL00uu7zjYK8fxr+onuDz0JvNSm96RwvjF8x5zLZoAdNOi2YK6ZB9KbnB4Dkea5hTsBPh/7L15eFzleff/ec45s2lGkqXRYi22vMl4w5jF7DZg1jQlDi5xCE0KaVKS/NrSNFcDhTfv7/emb0qAJDRNm5ZSmoQmIYQkJkAWHNZgYwheMN5t2ZZXSdYuzYw0yznn+f0xGkmjOWfmjGyKjc/nunTZeuZsczRzzvfc9/18bwiNzH5zgtFj3U/QalyxUB7FrJ/h7w+/wbIj2bPwBFCf1DlmUSBvhTQl0UiCaASOUgaU4fVqlJUpVJYNURHqxe9NUaKdwKllgVMndBeXMwVXRLmc9Uw2XZLQdH5Tv5VQlZ/rOhYR6PchJaSCOq80bKfH76yBrtNIg2rk3vwyDV8z5oaZhq+ArZAyVIXn5lQTrivnY9uOUzIYz4pEHa5M8NK8AY6oJ9eKZbJIofKCfh4bfLP5OK9SljiRf/lTsE+vYVBvCqZE+1GSw5biraMkPPr/aCqBX9VIGHrB/avhfoyeXMsENZybErXKShazPsAXj/2BGw5tsHytqred47WNtpG7QiSTOt3d0N2tATUIIQiWl3Hd3G9wbvUbBdfP54TuiiiXMxG37YvLWU8+EeOEqDfOL6dvorvxdxyefpSfzX7LsYAC55EGxcL+Ol/D10L0BL08eukMXl/SwHCJypvNMR5edoTvLTx6SgWUmKQV9SAh/pObeankekxh/7xnTDJe5TVNZqZMlvT2cm53B+HedlQbAQVwIpAtZOIjAiqkea1XGKF01VqENzs6I7xJSletzVlWN3OL9ItZ/3NtW/jIAXsLARWoPYVBRSklRwZr+cXWebzYel3B2alOndBdXM4U3EiUy1nPZNIl46lMRnmw5UVmd+/nB5VrUKpL2DB1L7rDFJjTSIPVzMCTa/gKCNjfFKPl0mdob20mNVScIGlpWcrGjbcQjVYSCvWydOkzNDdnp5EURcEwinfwzvCu0cROz59yi+dtpsV254gcKZw/C/oMk3oTyiN9qKni6rtO+Eotx6N6koDqYdiwbruSiSY6SRcnzdzUr9P17+jYxuqWlwu+j9qu43TU5rd4cIoEdvVNAwRv7J/B3s47+PT5PyXotT63Tp3QXVzOFFwR5XLWU2y6JIPHSHHv0be45vAfECPpEYGksTPMn3RdyvbZh9lVUriZaumqtVnpRLCONAiLSFRZ6TCDkRLL8UIEfQNMk48SMA+zq7yU1IWt+PdcQ7wrf2QlQ0vLUtat+xS67gMgGg2zbt2nALKEVD4R5USEAejCw8/0K6j3z2eV8SK+VGT0NdOq2nkcfsOk3pCUR/tRihRO4+n22AvTjIAKat7RnnbjCV621ZElgZ3sLrT+xzt38Wd71zqKyWlIqtHowrpWr1CbnPEktHp0OfZ56R708K11n+S2Jb9nbrglZ3mnTuguLmcKbjrP5aynmHQJAFLy8a7d/HrDd1lx+K1RAQVj9dmqVFiyfyYf2XsR1aZ1BCND8LKtlN+xBjXcB0jUcB/ld6zJvWla3GGXXbEHbULher6GrwA+LU6z71HmyvsIcBiAIU0HVRJf8Ar+md04qTTauPGWUQGVQdd9bNx4S9aYolhfZjIiLBoNA2JUhLW0LLXdZ5us5F/FajYFr0COnG1TyS249xsGs5MG5/d0s7C7nYq+jpMSUAD9SuFWQDE9SUmB9F4hrIrL87Gyex937f51UUnNuk7ryE+mTU7aW0sZbZOzftdKy+V3D87KGTNNeHLLcn659yMYE6Knq5Y9xTc+fxcNVYcRwqSh6jDf+Pxdbj2UyxmLG4lyOespJt1yfqSdr+5+ntCwtXmgEDJLf4QSfq7fcR5tVb28Ub+XlI0xpZNIhVU/POcNX0FTdKb7nqFMfzVnW3FlJBUlIN60CU9wFqkdc/MeTzRa6WjcriYqnwizikaN2yC/1+ez0TuDj6vr8Jo9AAQMk3rDpCzSh2IRDTpZosKZG+WQnkQAAc2bdgwvEq+iEnfYAubG3oPcvfPZoqvCPNKkUnjpldnHV0ybHEMtZSBp94Ag2HqkhgNdd/LnF/2CCv9YjZ1TJ3QXlzMBV0S5uFBYxNQkIjzYspYZPa15tyNsIjj13ZWs6rmYnbOOsiN4zHKZgtgEhwo1fBXCZFrgVSpTzyAMM8fOQAL6BHGXqjqIclE/csvF2HUjCYV6R6JIuePZ+7e+xTsVYXYMiQBP6Dfw8dQA5w+8gBKPFF5pAs8fvM2hIzoUI4ckaTFll97Lh6ao4EBEXd13iHu2/2LSNhD1XUfprarNGiumTc6RRH6RDRAZVvnOutWsXLyJJbXOHdpdXM4U3HSei0sefEaSr7a+xk/eerSggAJ7EQWgSpXFB2awcu9F1JhlRR2HMNNbLw5JfclmFmt/S1j/BULYmCx6rLdrhnqRl76K5rd+T0uXPoOmZXslaVqCpUufyT4KmylbE8VWofHsjcJFfWH+19tzmHM4hBKPIPz506YTef7gbXxlw2O0xZqQKLTFmvjKhsd4/uBtOctGND+27pF5iI1Epfyq8+dV4eDvfNnAMf73tp+dlI+Wz9ApU7IjgVU27XAmtsmRQuVwtNrRfiTwy20X8ePtHyOlv5cNvV1c/udxRZSLixVS8skTO/jVhu+y7Ihz00dhlXObQDDh57odi1lxfCFenN1UVFnMzUdSXdLCuZ4vU6v/F4qwnjWWIR7MU+vjTaAvfRFfZW5kpLl5I8uW/ZBQqAeQhEI9LFv2w/ypuHE4FWETaYqVcO/WZm7eUYGWAjlSEybjEYS3BKdi85EtD2Q1NwaIG0Ee2fJAzrKdgdyJB06RpO0QQh5fwWUBjAKNiM+PtPO1rU+dEiPSxu7siQ+rlz+EV8t2i7dqk9NDM8WK+paOcr71xp2ccCi+XFzOBNx0novLBC4ePM7/3v0rgvHivZJEEc7eU3sq+GjvxeyZcZxtpbn9x8bjNZ18VSVT/B00mP+OV+92fI8bCnmAPEJLNUmc+xL+1kuIH8kWE83NGwuKJrtIVGY9J7PzAMoSGp881ERN54SInzqWLpPJtAAQviAykd+rqz1m7U1kNX4iWJV3W04c76OpBAoiXfNkYWWQIZknlbcoeoJvbvlx3ognOE9TBlIJgqqPmJEWs07a5EhgT39uU2cnxJOCf39zJdfN280VjW9MJrjn4nJa4YooF5cR6uIDPLhvLdP6Dk96G4VubhPRpMqi1unM8tTw1twWOlTrgnVfARE13q6gWIYDDqJcAuKz/oA3NJfkrtwZWfmwbT6MMxHmMQS3tk3nnEMea12o5gpAmYghfCFkImq73brgUdpiuZ5FdcHcmWsdwdzarwzFON6bSOKmnrdtjG4TiZob6+LbW37kSEB9ZcNjo1G2TJoSsBRS03pPsKd8zBOtUJucuNaALnOjl07tKgBe2jOf3Z0z+NTip/F78kdKXVxOZwqm84QQfiHE20KId4UQO4UQXx0ZrxRCvCiEaBn5t2LcOvcJIfYLIfYKIZzZPru4vE/4jQQPHHiZH/3hsZMSUADKJNtplKT8rNh5LtceW4TP4tnGTkRZ2RWMZ/2uldz96AZuf/gQdz+6wXKqeszrPHqWrNmHeuEmivC3tI1EFUJIuLZrKve/NZt5dgIKkBYiChgRUAJh4+/0pQvux69mR6v8aowvXZDrWdRRYp/Om4zjfTSVQBHpqJQTZg718m+bf4hSINUHxaUpAYLxGH7VuS3DroFcET0Zu4rjvQG+ue7PONw/3fG+XVxON5xEohLACillVAjhAdYLIX4LrAJellI+KIT4e+DvgXuFEAuA24CFQD3wkhBirpRy8pbFLi7vAUJKPt2xjU/sfxnVot3GeJymR+zSeU6bBNf2TuGW3qXsmdnG1tIxUeQ3s5/889kVZMh4/mSmrGc8f4CsSMNQgQbJEzFKu+GS36NuvgrDwcSzfJEoOxYNlLNybzVeBz1+ZZ6GtyCRqWFEoAw5nJ2ezfz9nPxdO332EwEm63hvSklSGpR6/EQmeFh5FJXUyGeyMd7PY5ufQHF4CS0mTZmhcaCP/aGg7esZDLWMSCqUMz5ZuwrdEHx/4/VcNvso18/83fgWji4uZwQFRZRMP0ZmYuKekR8JrASuHhl/AngNuHdk/CkpZQJoFULsBy4G3jyVB+7icjJcMXCU+3f/ikCedE+GYtIjVoXlxTYJVlBZ0DqNmZ4a3p67n+NqH74REaUIk0b/K1Tqv7S0KxiPU8+fhE3hecv6lWx8+h6i3fWEqtpYuvphmq8cWc83jHHJ7/Buu5bkQP5oSjEiqnbYx5/un0Z5frP4bGwiUeORw4OgqOmfcZYDN896ylI0TaTLk+sKP7r7STreZ4ik4qhCQRFiVDh5R0TU1MQg39v0A9Q8NVQTKSZNmaEs1o+nrJxUgf20xq1tDU7OrkLw5oHp7D1xJ39+wdOU52o0F5fTFkdBeSGEKoTYCnQCL0op/wDUSinbAUb+rRlZvAEY/209NjLm4vK+MyUR5cfv/oT/u/UpRwIKikuPKBaRqMk2CQ6kfFy1cyHXHzmXqYZGfclmztX+lrCxxtauYDxOPH8MwLQ45pb1K1n3+INEu9PO1dHuRtY9/iAt68elA1WT5JIX8TcW7880kZKUwmcPzOILm4oUUIBUHNbUmAboSZRAedHH16vZz6wr2vHeAkOapEyD0pEZfIoQVCWjPLHpB2g2PfnsKCZNOXq8QGMsfyG+FBrHYtYF9idlVzFCb1TjkXW3s6fvQsfruLi83zgqLB9JxS0RQkwBnhFCLMqzuNWzcc7juRDiLuAugFCVyrdudHVWsWz6v/bFri7WdDR00n2eiVQ9CIc3p2LSI1bpvJNrEiyZG4/SG3iFbbUaKzrAxvQ8h6qytpH2HdmM9/xJ+hWsXDw3Pn0PejI7+qInS9j49D1j0ShIF5zPeQNfcAGJvcXXtqgm3NzRyJKDftu0ZCGkUpyZpTk8AKoHpASHEZ5IHrfyYhzvC+4nlUATCvXDMf550/fx6A7ymRMoJk05norBbo6UTMewSRt2Mxe70OfSpc9k9VEEZ3YVGTweD6qqkkgk+N3OGZSXXOpoPZcx/vYK69Y8Lvn5xrdPbv2iZudJKfuFEK8BNwEnhBB1Usp2IUQd6SgVpCNP4+8ujUBOzkJK+RjwGED1LN8kL58uLsUi6FIFXeFqpuuSqr4ORIHC52LSI1YiarJNgn1anBnqv1NitiCTDfyk+ipeCk3nw5FWruzYglJAAKxe/lBWTRTkev4MBz1YeXFHu62jWNEe6/FE3S7Ukl6MrUuctN0DCZf1VXP93nJUm7exZmAeX+9cznG9jAZtkPtqXmdVuUVPQBsRlbeObURAK4EyzOHCVhbxAnPxnTYYtqMyGWXFwFGu6DtEc+9hev3NVLz7lxi1B9Cn7MXQDiFl4abSGZymKccjgIZEiiNe6wTFnj7rvz0Ub1cB4PP5kFKSTCZJpVKkUum/iZ3DvYvL6UhBESWEqAZSIwIqAFwHPAQ8B9wBPDjyb+bx9DngSSHEI6QLy5uBt9+DY3dxmTxCcMQjOFY1ldkpk9L+E7blRV+64P6smiiwT49YpfOWXbEnqyYK8jcJFsJkun8tFfrzo9GZskQ6ZWYKlefL5vCb0hl8dOAAF5/Yaltw7MTzx05EharaRlJ5E8bD9u1ljPIOuGQd6uZlGY2CECJndt6saIjVe6cSGLLYyAhrBubxd+03MTwylf6YXs7ftd8EkCukLNJ5TuvYzOFB8PjTdVI2M9+GFW202fEpQUqah3tY0X+ES3pbaeg/hmdchX5C1TjhP8G0cg+lBy7FSzoqI9UhjNpDpKr3Yfj3Y8ruU3dMI4T72jk6dRpywrkY0qZhkL8BcyG7ClVV8Xg8pFIpDMMgkSg+yubicrrhJBJVBzwhhFBJ11A9LaX8lRDiTeBpIcRngCPAxwCklDuFEE8DuwAd+Et3Zp7L6YqpKLT4FLxVdcyJJ/BHe3Nul8WkR6wiUc6bBEuqSw5Ql/ouqpHIypyEUtn1KobQ+MWUc3i2bDarB/ay5MQ2S/+gQp4/QwHrqMPS1Q+z7vEHs1J6mneIpasftt0WAP4YxiUv4n33WpIRBUVRMIz0178iofHJ1hlUdeXfBMDXO5ePCqgMw9LD1zuX54goaVEYn6+OLefvNjIzTvhLkRb997oD+WfZFcJjprgocoJr+g9xXm8r4UhnXquCYzXTwEyy65zfcPHxT4y2gRFGCVrbArS2BQCY6MiKdvTaFvTSfRjiGOlL7uRRgDpd0jYhe7m7f+aktuf1ehFCkEgkMAxj9LPg4vJBwcnsvG3A+RbjPcC1Nuv8I/CPJ310Li7/QyRVhV3BAEF/HbOjUTwTbqZO0yNWkSgo3CS4xBuhiX/Brx+zLDvx2TyH6IrGkxUL+Xn5XG7v282Crp1FGX7GvNbbzdQ9bXz6HqI99YTCE2bn5UMzSJ7/OwIty9G7y1ETJquPNzHniOY4nnNct7YUsBq3ElGTmeafaRsjk8OMz0l2lhRXe1iWGuKqweMs723lnL5DBIcHHL/vpKLSb6ajUkPBHoZrYpR0Wk9XU9Cgbxpq3zR8rADA9PVj1B1Ar9yL7mlFyuKL/mu6j9FW20jmHOjqFCJ6YfsDSEcefT4fhmGQSqVIJourV3NxOdNwHctdXMYRUxW2lZdRGQrR1N+LUmRhr3Ba9T2CIgxm+H9Bmf5awRYYHiQpm9txUvHwg/BiAlPm8am+Hczp3uPoxj2cZ2Zb85XPOhNNVpgqqdqDzBfTuOXlRajdxV1qGrRBjum5s+gaNIv6JQsRNZlp/jCubYy3ZPT/HcE80/SlZEa8nxX9R7i07yDT+47h1eP2yxfgeM10kGPCY9f8F7io81bH6yuJKSiHLsRzKD3DzVQSmFWH09GqQAsmJyhUtKYCNah0jkS1Woeb8y4/vihcSkk8Pvn37+JypuGKKBcXC3pVhd7KMPUGTO07gShgxpnBLhKVi2RqyTZqU/+FYuiO+twF8oioDMOql8eqLiA4ZQF39m6nqbcl7xpJcXLpHwAMBTVWg2egHtlXQWrQg6mDiUFV5SuIu3+O7KlCbL4Rtp4D0fy1NQD31byeVRMFEBAp7qt5PWdZadH3r5g6Nitkcmg0vdcxLhKlGjpLYp2s6D/M+b2t1Ay2O3IRd0JKKPTK7MhNpKydRGUcX69/UttUTB9K51y0X3CXWAAAIABJREFUzrS/k8TELD2BPvUARvledPUIyNwHhamdR+isqUcKD8eHciNxdkXhLi5nG66IcnGxQwjaNGivqmVmymRKX0dBraM4iESV+nqZLr9dVJNggKA0GHTYbyWm+fluzVLKKxdxZ89WGvpac3alKyCLbVNjCNShMNpgA6K/ktSADyOZdl2Y+M4XVR5Gmjp9sRoqwyeQN/wIbgD6qhCbboCt8yFiLagydU+OZucJPSe4Mtlp/uOR8QhxNUi1bvDAgZdZ0HuI0qHcmrlTRVvNNKxqmnYvfJEl624+JfsQKKiROtRIHXAlAIYnglnbil61F913ECn78EhJWHjZTTMgUFUVr9dLMpl0i8JdXMbhiigXlwJIITjoVVGrp9KcMCgZ7LK9kdq1fQHQlBQzvP9Nqbl5UsdRaqZoVwtHccYzoAX459rLCFcu5tPd71AzcGT02OMBjbymUxLEUDnewUZEfxX6QAA9bi2YJuJVElSaewHYd0DhknMZS1dWdCOvfxKuB/rDiM3XwzsLYDC7f9uq8j3WoinnMK2jIJOZ5h+jhNbAPA5oszhmlBM34LqBl1nceQRxiiJOVuhC0G1TFN435RDJsiTeQef97YpBTZWiHluM51jaRd8UKcyKYzSl9vNGXR0AhmEwPOzcYmEixTQndnE5k3BFlIuLQwxFZU9Axe+to3loCO/QQM4y1nYDksaSN6lKPYmYRB+5DGVGHFT79iP56PEE+WbdlUwNR7izazOVkTaGg15gOHOIEA/hjTSg9Ndg9JeQGkqXqE8m5nBBxd5RpRVPKCTNMnyqRT3TlB7ktU+lp6gMVCA23wDvLEQOeEZnpRVm8jO++pVyDvgX0Ko10ZYKkjIFmIy6PjSFOtFJcSBcy+zudsdH5LTXYoaO6ml530fLot+zcMP1jt/XyaBID0r/DJRpv+RCdtMZbuKd3rnosjgBnyHTnDhjxJlpTgy4QsrljMcVUS4uI6zftZKnX7+X7sF6qiw8lTLEVYXtpSHKSkqYNdiPmhx7Qs+uiZJU+NtpML6DRx8sKnVnRXlqCLzZRc6xN5cU5ZTd4S3lwYarmZYY4PrkUfz7yzD6g6RiCkgrx6hJHKc3gs84njXWejTEvBkFTC3L+5ArfgorgIEp8M51sOVcZL83r6CSDqf1S6BLreVAYD6tooHOVABDkje01uRLi8EBVaG3oo5wX3vB/RTTaxHAQHCiQBufzso9nFNyDdpQ/ku2Y4PSPEjVJLro20hfJ2GzjphxhCvKj3KChezpb6TYD/JkmxO7uJwJuCLKxYW0gBrv7t092MjjL6Sdve18lgZVha1TKqgxKmjs70QY+ujsPK+WYKb6H5SYexzdc5wIuPJkBMbNNI+9uYSBJ1Yhk+k0j9FTwcATqwAKumdHtUrat5oop7xXgGRx6TbEBFHS0QVzmzQUp4Xs5f3Iq38OV/8cBstg63WwZTGy15crqGzsHwwE7Z5pHPDP45CcSk/Kmy6dclgDPcUbQTHG+ise8ghKS8otI5DjKcqjCjhR3UBBm3cBBxe9ydy3l9kuUpRBqQ1pAfVPSF/azKssEQdPCQLJVHZQW7mfPcNLODGc23DZjpNrTuzicnrjiigXF9Ku3uPbowAk9RKefv3evGaVCEGnBp3hGpp0iU/pZ7pvLZWp5wq2k8ngVMCVJ7M9fyJrbhwVUBlk0ktkzY15RVSloXHxpi4UCX6//5ROSZ8W7EY1rCJOgs7+aqZWFI7k5FA2iFy+BpavgUjpiKA6D9mTEVTpKE4SlWO+WRzwzuWIrKY/NXJ5m2R4bV7Zgew6byHYGSxhSTyGyNNypxiPKgPocDZXgOM1W5ntuwI1Yb1CMQalVkjVJHruPyG9Y26o3uFBCI19L4QZZ77vLeYEq9nSu5Bhs3D/x1Col2g0d4ZfMc2JXVxOV1wR5eICdA9a9wXrsRnPQQiGPB6Wxn7AobIyBovoputUwJUlssWJ0WPtpG03DhA21FEBBTgSUE6LggUms7zv2gZV9rdCbcVJZjVLI8hlz8CyZyAahE1/xOt8hF2ygpg+Ii5OQU7SKxL49FzBZyoK+yqrmZunPqoYj6qucL3zGZICDi/awqzNF1m+XIxB6UTSAuoRpDe7lYwwDTTDRFezhZtH7+ListcYVGbzbu8szDy3kpNtTuzicjrj8BnIxeWDTVWZtZt42GZ8PBWKl3M7O5h+4jBePUFz20HmxIZQHNoROBVwZclo1u9quN9yPbvxKkPl4k3dOSk8v9/egyhTFJyOJIjRouCWlqU5yy6oOIqQ9rky3VAYSlqncNasu42lXzhIw+oUS79wkDXrbrPdziihGBydzqy9540JqFPE/IqjtiIpqip0VdqL6y9dcD9+NbtNj5VHlQm0eyb0VynA4bq3MDXr+ilLI9I84xnsBFSGsLQ+EwIoNw+wrOIVZpW1Y6eem5s3smzZDwmFegBJKNTDsmU/dOuhXD4QuJEoFxdg9fKHslJqAF5tiNXLH7Jdp1TxMb3rGH59XOhjJIVXHu1jcbSfI1Nn5BgoTqSqrI3uwdxmvxMFXImePcW8dNXarJooAOFNUrpqbc62qnWNizZ3WdZA5YtGOS0K1kSSarnbdjsZ9rX6OP+c7LE1627jy48+xnAyXUd0vLuJLz+aLsRetcx+Rpt4ZwW0VLMAWFRXyY5A4fSQk6iawGSKeSDvdo5qUBaswB/ry3nNqUdVT8VUzGJtE4Tk2IJdTN+2KOelYgxKM6QF1LeQ3h7bZaboKU5o9vYKQhpMV7bSWBlke2wJfYncyFeh5sQuLmcqbiTKxYV07dFnb7qXqrJjCEyqyo7x2Zus66ECqpf5/b3MbT+YLaAgq8hZRTKzo5W5gwOowj7isHr5Q3i1oawxKwGnIbO+sMHLtlJ+xxrUcB8gUcN9lN+xJqceqkbXuHCTtYDKYBeNcloUfEG4hYLF0cDAoIIus/f19ScfGBVQGYaTQb7+5AP2G+oPwy/HpvzfsrmCIPl9lJxG1WaVncjr9wWAEOwO+jFtxMXNs57i1VtnsecOD6/eOitHQEnguM963fW7VnL3oxu4/eFD3P3oBtbvWpn1+sHG3yMt/piryvfwzboXaNQGEEgatQG+WfeCbT2U1Eyii/ILKIDAcDTv6xkUM8biwBtcWrUVr+KacbqcHbiRKBeXEa5c8GzeInKP4mHGQC9lQ/bpEWnhA1U6HOXc4ShttU2j/cgm7hfStVE9g/WE89greJHExyWagpdtzVtEXptSOX9zF4WSRvF4HCEEckIxvJOi4FJPjIB+pMAexjjWWcmM2rEoW1uPdSG23TiGQHzvbhiXZtKk4LOb6/jnCw/b7tdZVE3SoO3FSfceUyjsmRJmfhH+URl6p1RjWMwqdDLJQKomHfP2U7crt6edY4NSzSS66BtIb24kbSJKchghJbJQc0fSKT6/3s7lZe10i3ns7GuaIP1dXD5YuJ9uF5cCqEJl5nCCc9sP5RVQgO10exWYduIw8/t68Ci5poVXLniW73z+cn58zwy+8/nLbcVciePefDA1pXHh5u6CAiqDz+fLGVu69Bk0LTuqMLEo+Lyy7UWJiCNHQY4TQPVh66bAduPihTuhP/dYK4c83HzcvlbJSVStyj+AYjp35h5WFdrDDicfjCCBYwFr09R8kwzGs6/pJWQRkxey9l+EgIK0MCqbhEdsldzD8opXaAx24SRK6eJyJuKKKBcXGwSCxpTJ4o4jVA52OxMKBRzJS5Jxzm0/RJ0xuTlqoTxT68dTl9K4YLN9exor4vE4ipJ9SShUFFxf0oNmOLsZZzCloH+4evT3+26/n4A3uxA74I1x3+0WzYJbFyL/MNd22xcdLGFWqtzyNbsp9ePH54b25zt0S9o1wVBplePl+0vD6DZ/R6eTDExNp7vZefQvQ7ECKkOlMTkRJGSKOZ5NLAu/SaknVngFF5czDDed5+JiwVRTYWrXUcdRnFEcFAoLoL77GGHNw/7qRuKm8zn5pWYSlNwozHjqkypLthQnoDJ4PJ6c5rJ2RcECg2b/u5apr0LmoS0HVJYuSvfTyxSPf/3JB2jrmUZ9+Cj33X5/blH5sB/xwz+lkEnCJ94O880rYiQmpE4LTbUPKMN49C4m4sQIdU/Ay5K4DyWVvxZIAkdDIbARUU4nGQDsmbWWqn1/4bg9TlpAPYz0Ws/ezEcoMQTekO3rhc6RagxwQfB1htTpJ9VCxsXldMMVUS4u46jCQ0PnYTSHRpkng09PsaC9le6KqRzxOpNr5XoctFLb1xsSGue9Yy2gnMxMSyQSKIqC6aDH3zlT2hBmrmhwUtczFFdImqX41LSB6KplT+WdiYcE8aO/BQdWBl5T4c5t9fzH4uxITea92p2DBRWHc5zWnRqhSiHYVV7Jwu4ORJ7U1WBwCqk80cRiZonqngT9M09Q0TrVdnujx+cxiC78hqWActLnzzM8CKHguC7SYzg9RwIInmQLGReX0w03nefiApQrPs7t7qDpxCFLAfX8wdu45ucHmfdEimt+fpDnDzrwMXKAAKr7Oji3q4Ogmn92GUB5yj4l0phQ8woop35Pmlb42UolRS07LV9zWtdz6Li9GJyI+MOH4ah1ms6K+gEvK7pzxUVz80Zuv/1+7rrr89x++/2jAkrBIGQcylne6XsBSKgKR6vq8h7X0TJ7I1QobpYowM7m3xQ060wLqIdsBdRXNjxGWyxdAJ7p8zfx8y2kxG9a76eYcwSMtpC5qvI1agPFpRVdXE433EiUy1lNUPXS1NlGQLdPwzhvKCuwK6At9LTvNQ3mtbXSWxbmUCBge2OcaLiZYVpc5dyt9nVbxTSBTSaTqKqKYdh05QWWhPcjbOpknNb1tJ+A5mkqysTwz0S6psJvrswZLtRsd/nuILuvCNGuFJ6i3zyl3TKCVKyTfZcqqJhSQ2l/Z85rkUApCbNw475Cs0THk/LFiEzvpexI7gxKGC+grCdEFNPnr1IKrKxnJ+v2P5kWMi4upxtuJMrlrMSvepk30M+8tta8Agry32iyUKxTck6f9gEqB3tY3Hmccpu6p4mtXwCmFxBQUHwT2IkF5uMJqkOWUZsMzt3fBV0DNbbbASClIr7/V0xM+2Sa7R7Ty5GI0Wa7awbmjdu64M/eqkYreJmTTFX2nuR7GWOfV8Pw5s6+O1rhvPi8GHY2/9pSdEuPQXSRvYCC4vr8laesa/dOxu0fxlrInF+5D8XCAsTF5XTGFVEuZxVCDzA7NsTCtlaCcWezhRzfaGxElGMRNoImJXPaD9Icjea0jilPZt8Qm4ZVFhUQUOBsZtp4UqmUbVpvScXOvPtzah4K0HIwfzJKPHcXRHOPI1+z3fGUGCqf3NOQZw9QV9KHsCnuL+a9jB20YGdZeZavUsxXwrBxCpr6WRAvGSBWl92cOi2gHkR68ltyWPXzsxv329h7TOocTWC0hcyUV5gTjhRc3sXldMEVUS5nFT3KubyufoWYP7dBrB1ObzTCJnpTzNP+eMpiAyzuOEpYjImF0Lh03owhlYXvOrNecOL35ISaQB8e3brHWoZi6np0Q2UoWWG5HbHnQnjX+u9UTLPdmV0+Lhmstlg6zezAPtvXiq1RypBSFQ6F60YF4tFw4eLvk2HXvLHaKOnNCKjCYsRpnz8AoSdRLCYcTPYcTUTzhVAUQThlbx7r4nK64dZEuZx1dCpz+EngO0zzb+fqoe/gS+bWr4znSxfcn1UTBTY3GpvWLnXBo7TFcsWAnTgbjwrM6DhEtT/I/ooqSswkIJkV05i33aF3FYVnplmh6zoej4dUKlPHI5kXsLY0mEgxdT37DwU4b+6EAuNoKfz0Vtt1GrRBjum5heZ2zXZvereMfcsi9JHdJzCoxQr6XBXzXsbTqwoqKmrxxgaIGe9tG5RYqIt49TD+AR/Rhc4EFDjv8wfpaFGFFFg1iZnsOUIIPN4QqUQEPeGsvYyLy+mEK6JczlqOinP5YcljNJf8gcuj/4ZHH7BczvGNRlhHohyLsDwE4zHObY/RVjudJYOC+l3OBVSGyTSBHW91MKe8vSg3b6f0DQgM6UMVI0JDgvjvL0IeQ9Jim+0qCD7zh6k8cslhzHEJxIVTDvFelOFIAMXL3kAFRuUcujyFg/52aU1p85eeuHziip1c3PkHVD1S1Gfj5llPWYomKyp0gx715G8biupFqB6MZIxUwk3fuZy5uCLK5exGCFq4lJbQJSziVZZG/hPVGMpZzNmNxvrWVczTvh1K0I9vupfG6iEW7AwzQN/I4QsURRn9EUKM9sCTUmKa5ujPxL54TjAMA6/Xi5EcokFsL3p9pxzvCjO9Jl2ILH5/K3QE8y6fmYWXb3beREqTGh872MBPZx0D0jYNJUX0/LNCKn50JURclhIxQgwkggwkAsRNHyDwKpLLk6/zzws/elL7ccL/GfgdO6tVDKOOsCGoSiUpiQ0gjMIzAp0SjMfA59xqYiKaN4hhJDGNJLxHNWIuLv+TuCLKxQVACHawgp2ly7mA33Le4H+jFOEknt6GvUgp5mk/gxIM4GnyoNUPovjjQJx32j+LNOaiaUfR9QRSSgzDyGtHkHOYeYRXRmyNF166rnNe5UGEAwPOyXLoCEyrEYi2JuQrFzqKpDhttjueBcf9LKqvZIe/l3kVbQ5auglMxY+ulDJsZoRSCQPJAEnTSyGzyOt5m3ndLdSaKU5Y9Ew8VczWh1je/i7Hq6fRoSh0a9Ct+SBQg9c0qTUEU+IxPEMDJ2VvqcajUFZmabppj0DzhdATEfSk2/rF5YOFK6JcXMYhhcZmbuadshu5XP6CcwZ/hrBpKjwRe5co5yihAJ7pGlp9BMU/DGSnz3Z2XIUQKiXeixnU101qH8UKL8WEobBgf1hDMwWaKfBIBc1URn9P/4BqgGqCYsj0v6ZEGCbClAjTTAsxKcE0EeMiY6YU9Pc3UPmDv+C9drG+ZVMFh66MUEW6oFwikEoJqRGhNKgHR4WSLgsboNoR0gzOiaWjd3/d8hJfOedDp+T4c5CSf9jyJADVvW10VGUXsScVhaMKHPWEIBSk3JRU6yah2CBKariosy2AoCmJqYXXUlQPiupFT8bQ3ZSdywcUV0S5uFhgCi/rxSd4q/yjLJc/ZubAr/K28wCQDvrmWaGEAniaRoSTz77maChVxsBQ2uVbMIVQcBrRWOHi9JPlQ8enMnt7Fd/+qwOnWN+kNyakRDGhT1by33cMIqVAkelXVSkQElQJSmZ8wu8KY/9XTYEKiMxrMr2NzP8V0v9vMhR2DF1CfyKAwXsTIfpQ8rXR03VZxw4qmq+nTzn1l9yP9rdSN5xO73oNA7/qJW6XKhOCAVUwoCrgq0Q1TaqloDKRwB/rR5iFhXXYhFieLkWatwTT0DGNJOYpTCW6uJyOuCLKxSUPugjwivgs3vKPc638HvWDr9jriCLSXUppAG+ThlqXXziNZ2fPnzBexSjmIhSlDdPBjW+ylOPnwoMBBIJFRxeyY7p1q5eTQQoBquDD2jYOTp3NU0NzTvk+xiOQ/OQPP2KrZzk9WFslnCzV3iTTI63j9glfaF3HA7OvOaX7CUiTz2/PtqmoGR7iiNfZpd1QFDqAjhI/BGoJmJJaE8qGomhx6wL10mQcPBPNRAUef4hUPIqezK0pdHH5oOL6RLm4OCCplPJb9W/4Sfn36Cy9xDImJQuIKKWsBP+iUkI3QPCqYTwzItgYk1uysyP7BiyERihwkfMNTIKPb6tBjNxK//ipyxDyvUm13ehN4RXw18qzlCjvXe0VwK09+6mJD3B15DdoeerYToYPDf02Z+zaY5sIFYhWxt5cQseX7+X4n3+dji/fS+zNJXmX//uWF/FO2GZl34niDxhACIZVhUMehW3lZbxTU09ruI5oeQ2mNpbW9A2NpeaEoqH5goAkFY9w8gltF5czCzcS5eIC7NpTz7o35jEYCVBWOsyyK/awYF5u24ohJcxzyv2Ul3dwvf4vlMd2jD2tW9ROKWUleJsUtLoowjv5J/RhPURfLDdqImQNJSU1DA3l97pqaVlalEcUwNzkFBoGxm6egYSfy7dfzBuL/zC5N2FDUNFYah4DAV5h8g+Btfxd7L2pHyqRJp/d+RwAXgyuF5v4rcxtwjyRYs5fky9KdaIrZ1wAf3H0Lf5p+uWW68XeXMLAE6uQyfQ5N3oqGHhiFQDBy3INKOfoQyxr35YzrgJlio9B8+S8qaQQ9GqCXk0BfzWaYVIjBZXxITxaCYZMp+z0hHOPiPW7VvL06/fSPVhPVVkbq5c/NDl/KReX0wQ3EmVDy/qVPHn3Gzx2eytP3v0GLetXvt+HdEawZmAeS1vuon7337G05a6sXmanK7v21LP2pcUMRkoAwWCkhLUvLWbXHvsGqgPKVH7u/UeeLf820cDs9OBIWk0tD+JfHEpHnJYP4WmKIiZfn5w+xp5bsCtI0uQSRJ7ZUi0tS1m37lNEo2FAEI2GWbfuU7S02IsHgeCWzblO4tc8fz6amb+GqNjvzq1qT9Zkr6uUHczzvjezuP7fPb/BMy5yM3/4XSo9+et2ij1/N0Z+ZbutD7VuIGATjYqsuXFUQGWQSS+RNTfmLiwlX938Y9v91A5aWWKeHLqq0KYJjpdVoMevpV8WFwVdv2slj7/wEN2DjYBC92Ajj7/wEOt3nf7X1l176vmP/1rBN779Yf7jv1bkvTa4jLFm3W0s/cJBGlanWPqFg6xZl9sv9EzHFVEWtKxfybrHHyTanf6yR7sbWff4g66QKoCTprCnI+vemIeuZwdldV1j3RuFj7tbmclT/kd4vfxrsLCR0A1QsiyGZ7oz4eT0IrOj41rbbQjhozRon/bZuPEWdD07b6jrPjZuvMV2nRXdtZToudXDHlPjptevsl2v2O9Og+ZlJrkztx72/JhCqaFiU18LkxEu7tydNSaAlUPP591XMedvgbebUmnvvK0h+bN267YmRs8Ux+O39LVSF++33U9pbABhY/4KaUFz96MbuP3hQ9z96AbHQiaoepnZ3kp9chsH4p/kkPIVDOl3tO7Tr99LUs+upUrqJTz9+r2O1n+/mMxDlkv62vblRx/jeHcTUioc727iy48+9oETUq6IsmDj0/egJ7O/7HqyhI1P3/M+HdGZgdOmsKcbg5FAUeMTWdw3xNKNIX7S9f9heJytA84vMnE9SG/U+gY7itGA32e9TDRaWdR4AA9X7J5YODzGRevOIZiyNsMs9rtzKzZ9CZUBbivZb3sMmdSX0VMBiNHUl52QEkj+z+YfWb5Wafay0GvfD9Dp+RPANZFf224nw6r9r+KxMD5Vw9aiaOJ4QJp8bkf+nocCCEvry/tkI0I+xUNzW2t62/H0BIO+eD079G8SUS7Ouy5A96C16OixGT9dOJmHrLOZrz/5AMPJ7OvEcDLI15+0brx+puKKKAui3dZf6mjP6f1lf78ppins6URZqfXsOLvx0del5I4NB7nu7cMcqy8nlqzie5v+FUM6E1JOLzK7e1ZSyFtACIFXudDytVCot6jx1Xumoua5NAgEtzx3veVrxXx3Fns1KoR9Ku1u5TnbIvOiUl/A7Z27CSftI0QrIr9CtSkyd3r+LvIcxk/hKf0eafLxrt0546Wr1iK82dYEwpukdNXarLH7Wn6XU0xuRW1Ph+X4ZCJCqlA5p+MwmdiklhpAk+nvhykV9sfv5LB6H4a0nylRVZZbYwgQthk/XTjZh6yzlbYe6wbrduNnKq6IsiBUZf2lDoVP7y/7+41d81e78dOFZVfsQdOyi2M1TWfZFdZu2AK46mgvn/ndHsKRdPHu4eoQALFkFf/lUEg5vchsP3FdwW0BCFFCeWhBzvjSpc+gadlFxpqWYOnS3GjGNKOMWV2Fpww272qkOlaTM+70u6Mg+LB5OO8+PMLka4EXLF8rJvVVKg3u2P2bvPvyYnCd2GL5mpPzpwrJZdGX8+5jPLfvXYs6IYUYvGwr5XesQQ33ARI13Ef5HWuyisqbUzGubHfWfsevJ/BYuKQXGxESCOZ3tWVFzwTQxI6s5XqHp41EpS6w3M7q5Q/h1bInV3i1IVYvfyjf23jfmexD1tlOfdg6ymw3fqbiiigLlq5+GG3CTCrNO8TS1Q+/T0d0ZnBfzesEJkQW8jWFPV1YMK+NG6/bRlnpECApKx3ixuu2Wc7Oq0/qfO7VfVy460RWbOiEf+xm5VRIObnIJPQAPRHrdJIV0piFZ4KHT3PzRpYt+yGhUA8gCYV6WLbsh5azyz622fm+bv3JtTmlRE6/Oyu8Bj4H9gLLlJ3Mtygyd5r6AvjqrufQHEy9Xzj8DlM8uTPNnJy/5couPDi3ZvCbOh/tPZAzHrxsK1O/8RAN37uPqd94aMKsPMk/bLEvJreiJpkbGSs2IjSvrxufkXteZpm5nx9TquyPf5Yj6j2YE1L7Vy54ls/edC9VZccQmFSVHeOzN9172s/OK/YhyyXNfbffT2DCdzfgjXHf7c4br58JuBYHFjRfmf5Sb3z6HqI99YTCbSxd/fDouIs1k2kKe7qwYF6bpWjKoAEf3tnO7GO5N+mUIpj4TJoRUp+56C9RRdxym/fdfj9ffvSxrJTexIvMnr6bKcYmXAiB33MxqdRrWePNzRsLWhpcOlhDecL5JWFqe5hZ3bM4WH1wbD8Ovjt+ReMy45DjR7iHPD9mZfIvkOPOQ+mqtVl2AGCd+jo/3s+SbvvaqvEI4KNDz/MDT27BeL7z51ck5w+9mTP+/MHb8jadvnPXr1hzxd+kzUYdsKr3ILXxgaL2Ee5t43hNdoRp9fKHePyFh7JSenYRoeZIhJKk9ee3NvEu2JTO9QzPoF95hFme/yQkx2wYrlzw7GkvmiaSuS44sUBxGWPVsvTn8OtPPkBbzzTqw0e57/b7R8c/KLgiyobmK591RdMkmExT2NMbyYJInGvfOozHtI5mtNeEsBI6sWQV39/0XT5tI6ScXGS2d9xguc98vlYKpZR0yASWAAAgAElEQVSFZjMYzY102OFF5bptpTnjawbm5RXFt/x4Od/6m4NZb7/Qd2eV2k+eriE5ZIrMfzLUPDqWidBE1tyI0TMFNdxP6aq1WZEbBclXiozchM0e5nu72Z2scrzOdfKtnL/+8wdv4ysbHiNupAVyW6yJr2x4DGBU5ASNFDcNHuW35dML7iMgTe7a8cui9+GRkqDqI2aMpSMzIubp1++lZ7CesI1f04x4krIh+1S8L9GBCOhIYX0bMUyVlsTnqAocpEH/Dkqe+rfTnUIPWS7WrFr21AdONE3EFVEuLjYEpeSWtw9T05+/9uFQfbntaxEHQsruIpM0fHQN5t7MM1OuMzOGMlOuYeypGeMcVPUohl0PtQmsbK3DM8GNPGNZkZlxmbGsgLGoY1kkxPkHz+Od2e862k+N5mUuudG8Netuyysm/1p5jmeVv2XIHAtfBS/bamlCmeGOju1UpHINTgtFb66L/Ip9/jsxHJhvl2kGc2O5rXAe2fLAqLjJEDeCPLLlgax93bXjOV644i+zomxW3L8vt5jc6T5qogO0BrJtCApFhOoNQXgg1zB0PAKoYz9t5JulJugenk2f8i1me/6DoDz1bYNcXN5P3JooFxcLLm8f4K7f7SkooACOVtjbAcCYkHLqp5Nhb++HsYpwOZlyLYRK0Fd42jlAtSxh0bHcY3NqWXHTzy5GsZlOP5GPieM5Y06sHvIVmVsxRRr86d61OeOZ6E1brAmJMhq9ef7g2L686Fwr3nG0nw8lX7aUP+0x60kDE8fL9WGuilrPosswNxXjio7cYnKn+5gy2EMxKeGw8FDXfczRsrPlJkfLGabGvsT/wzH1i5jSfXZ3+eDgiigXl3HU6gZ3/b6FS7e1Ob7t9GiFk1OTEVLbTtxkOe50yrWgglCwseB+PrEld5YdOLes8Kd8XL3ZupXJeOZ7vVST24rEqdXDMmUnC5w4mUvJP+xYY3lxyxe9Gc+i4c2UWxSZj6fWm6AxdcTytbqgjf+Vxfhfbv8l9maf9sXkTvehABUWs/SsKFV8NHUccrQsQEPSekajtcO3oGt4LjuNRxgSrseSywcDV0S5uJDuN/ZHe0/wpy/vIxQfu3kWamMT86o47RwWSVbx/c3/6khIpXQvnQPW4qaYKdeKuQhFsRd5i4fChIesIwPFWFZc8cK5eA17awQBfMRstXytGD+Zhz0/QhSYaXdxvI9FvYcsX3MavRHAyuFfk0/cfChmb5vwpQvux69mCz6/GuNLF+TOTAono1w6bO1F9Se9B6iZUEw+mX3U9uXvrZhe18uc9oNZDw/PH7yNa35+kHlPpLjm5wezInYAwfghmGAcWsjhWzc19ib+muPaX2PIYqrjXFxOP1wR5XLW0xxL8IWX9jDvUPaNzEkbm6MNub5E+fpsRRLVjoTUvv6bsEvBFDPlWggPoYB1jzMVwR+/Y1/PVYxlhSZVPvzSNbbbWuaFgI2lQTF+MrXKIJ/I42SuILk/TzF5MRGiaqOLc7x9lsvP9EUJm/b96W6e9RRfu/wu6oOHEZjUBw/ztcvvyqpVGs9fb38mR4wEpMlf7LCvWypmHyXxGKqwFyyaonFO+6GsG4KT1KeQBhUyO0XrzOFb0Dk0n13mIwyJZlxczlRcEeVy1hJA8olNh7l5/UG8FlXETmqCDk3NntHmpM/WmJCyj9xsO/FHtq8V42sFIGQNJYHqnPGb2urwmfaXgFXle/hm3Qs0agMIJI3aAN+se8F29uV5b8+mLJEryrxC5SrDvsamWD+Zv8rjZH7X8S2U6dZT8qG46A3A9ZHnUSy07A2R5233keHmWU/x6q2z2HOHh1dvnWUroADqhvtYnMyO8P2vfWsLOpM73YcAqmw2JYTC/BPH0CaIOKepzzlic9bvxTh864aHvYkv0qZ9Aemwrs7F5XTC/dS6nJVc3BnhrrV7qOvJnb2VwUlN0PFQthBy2mcrkqjmBzZCKmV66Oifmvf4F8xr43OfeYUvf/HXfO4zrxScfq1yPmJcZKscH0sPFHZVX1W+h43Nj9E2/5tsbH4sr32FQLDqF7ntYD6iRVDzXGlWLXuKb3z+LhqqDiOESUPVYb7x+btsZy16hMk/Bn6bMx42dT62/5W876fYCJGPFCuUbVlji7wnCEn7z81k+eKOX45Go85Jxbi8Y0eBNYqjusf6MzK/pxOvaeSMO019Tk9lF5cX7/AtODF0LjvNRxhmps0yLi6nJ+40CZezioDRy6ffHKZisLBnTYM2yDE9N7KSqQmSwICSrQ6KeQofTNTwg83/yp0X/hWqGCu43t93A8XMpnKCInyUhc5jIJq2BPj4ttosUXWqmHlgKvWD9bSNuF9Xql4WUXimV7F+Mlcqu1jgvZpdmYJ0KfnHbT9z9I5unvVU3qjQRBYPvc3bwYUM6ioCuDrifJZgMcyIdjJXH6LFU8JXi/S3coLP0PGrXuLjbC/mDg4QSOUW+0M6xdkWa7IcH0/Z8D4Y18Zw2RV7siw4wJnDd8rwssf4OzyV74JryeRyhuBGolzOKgZrD/DoXf/GtksPYSr5C5QL1QT1lOVGkYp9Cs8IqfERqW0nPpz3uCaLNBrx+8ppTk6hYcBbeIVJcuuPV4zWY39MaX/P9jO+yPzKoS7mDjibll8sAlgZ/w0gucTTis9Bk+HJ8sWdz3Frz37bYvKTpWZ47HM4czhO6bB9U2anqU/VjBMwx2rHik03AyBMlLqdRJb8b/bVvlTcm3JxeR9xI1EuZx3xQIJfXP8rnr1a5dqNy7lk3XzUZO7zRKE2Nocbc4vKJ/MUPj4iJU2Dtj7rRrDOSQsLqQAqmKqJoZnoqoGpzWZJ3z6Oz+3Dk9TQUurIj4KiC1RdQTEEwgBhpjdVbMQq3D2Fee3noDe1UpfTEOfUUasMcntJC08NNXPPOz95T/aRPpOCKrOLxcFOLoqsR/d4MRUFqSqYioKhCAxVwVBVdEVBV8XYjyJIqYKkKkip6RZBSRVSCiRVmf535CelgWb6uHV9kt1VdXgReABNSjwy7T6umSaqaaAaBoqpoxg6wtTBNEAWsuyEir4THKmtp0GXVA7aF8bDmOt5PmPSDLPFO+xgxejvTh2+VV+cVOPLRKasBTWTUrRuLu3icjriiiiXsxbdY7D28lf53SWvcdmOC7nm5aV4Y9kzmPK1sTlSHcoZm2yfrcFEDT/Y8q9c1DRS0yMkUgGpybQIUk1SmkFK00moOnE1xbCaYFhNMqQmGVKSxNUkw2oKQ5i22cCrh9p466otHA1GCpydMYQh8OganpQHX8qLL+XDl/TiT/nwpXz4k/7070kv3qQPX9LD3ANNVFXupU9N2zSkD0eCGPm/kAgJCAHj/bpFerlMO7lsO4Px4+nfPy3XE+yTdE1p5LiqkVQ8JBWNhKqRUDQSioe4ohFXNeJCY1jVGFY04srIv0Id+V1NL6eo6fWFiq5oWX3tLvFvZxu5BfqTJ/eP9MevLWPm1rkcuWEbQ6OzGccvpwI2nk8jIkozJRrpDJsHMSLAwCNNVNNkVomfyuNHHLRkdp76nGFsZIe2ouByIweKVtFJpP6nJIN7Ha7j4nJ64oool7MeqUo2nLeJDYs3sWj/PD704nJCPYXTXR1+65tZMX22FGFS4h2gTD1A0NzKv4gm3l38RlHH7xQVuO7oOjRhcGyxgnR0G02fn6SaIulLEcNZQfUFXSoluwQHHZo8ThZF85IojfCZRX/ynu6nTDUIyx34PaXEdecCtBhKUkEuXHcOCoJZx6/gYOP64jYg0pIzpQpSYBEDVBFC44p5h9EW6pgpMAd9GD0+jB4To38YjNwCcyeE4zsh95ki+/AUE1G3jf6anyI99j35XFzOJFwR5eKSQcCO5j3saN5D0/FGVr54PZVHSyzTWSlFTCJRJfFrcUo9xwixnaCxGQ996ZyRDl1ljbzrnUeJ5mVId9bzrhhuiB7CJw2Q0NxTwr6wA/fvSaBKwZVbD6OY0Dl1GmaBafong5Qmi/r2UVOzhE6bRrinYC8s0V5DCEYEVDp6dqpZ+etrUUY+a9O2LaG1fgPSxsphsjQ2CDRVR2ilKERQwgm08FhhuZkAsz+A0ePB6DEwBody/Kus0FIDaHIYXeROoFD9wyQbXyBa8cpIjtjF5YODK6JcXCw43HCM79z5fap7wtzy0k3U75uSJaY6qoPkn0En0RSDkLeLUmUPQWMLfrMVIUyweNiXCL5bk+51l9BPfeGyB8myY2+N/j71aJTWSg8p4dRv3TlXHUrhGblXNg0N5TS/PVVovhB6Il0YffvRV/n29Os41bMaARq9MUrFmOO33xMknrIvyJ4MlcNh5m2fPvq7YgjmHFlBy4xTV2QthKCpOl18L/UIKL60ahqH4gOldhitNv2IICXIYYHRNyKsepOY0dzHBwE0sYMDLB0ZkWiVbQzW/5RUyYFT9h5cXE43XBHl4pKHrnAPj338x4SiQT762o3M2VqHkIJDE5zKhTAp8UYoUw8SNLdSYmxHFXEwSf9A3vv77+svJqalxYaBJKR5iZ7CaNSH+/fhYSwKoADzjqtsbzy1IipgaizZNzZLrmKwh/bQzKxp9aeKjIACaBjqYr4xxG41mGeN4hHAPPFi1lg8FUUg8qZDW9avZOPT9xDtridU1cbS1Q/TfKW9+/iqn1+bM9awcx4HGl/D1E7N32hag0DTxh2zLJy6EwJEiUQpGcLTMLKaBBlVMfoC6N0KRl8COZxglrmRg54LEPVb6Kt5GrRT76Xl4nK64YooFxcHREMxfvTHa/Be5+GP3ryOgUAlVYFOQuwgaGzBI7vShdKZ+10RAZG4r4xfl87KGos5EFCxN5cQWXMjRs8U1HA/pavWErxsa85yASSXduQ2ig13xwnVB4gq9g7fxYqBm3b2Z711Aczsbmd3RTjve1m/ayVPv34v3YP1VJW1sXr5Q1y5wH4/mq8UPZFdm3Rr6+/42pxb8ibanJ6zDPP9x/CRe368WpCEbh2Nalm/knWPP4ieLAEg2t3IuscfBLA8dw0DjUw7lNsnUZiCeYduZNecX1vup5hzJoRgeu2E1jZSR2jlSL04OwUhQJQaKKVRPCPBM9OAmUf6McruJ1J2aqN0Li6nM66IcjnrKUYoJP0p3rhyHYv3/55gYlxN0SSzSBJ4tH45CJEzXurxEbExQoy9uYSBJ1Yhk+kCeKOngoEnVgHkiIKPdm9DtZEW8w6k2GTTuqxYMRBOeZnV1p8zXpKMM0Xx0m9aC8P1u1by+AsPkdTT++kebOTxFx4CsBYFQskRUABl+jBXDnewLmDt9l7MOQPwCkmTXG/5t03oUYRQkBb1Xhufvmf0nGXQkyVsfPqe3PMm4U+evNryeAFq9sxkb5MHw5Od4i32nE1rBM3CFTAtoBTg5GqVFAWCzy/nb6IVfPsLTxAN5a+3K1acu7icrrhmmy5nNRmhEO1uBJRRodCyfqXl8tWpEAt2RjASMfIpp/W7VnL3oxu4/eFD3P3oBtbvst7evqr5HPdZt5exE1AAkTU3joqBDDLpJbLmxqyxUkzO795pu51QTKc6ZZ0CyycGcvj/27v34DirO83jz6+71ZJ18UWSTXzD2MFcDGSMFzEQbIcNLDbDJAZPcDmuZZ0A5U2KmQ3xDjdPalNbNVyTobZmazaJBxLY3QDryZgxJJMwDCTYFDeBIcPFARswvmIj+SJLsi4tnf2ju0W3+u3LeyzRkvX9VLnUOm7pPf3zK/Xj855zXidd9Wr+FYmnfvxR3r/bsPm2gTCQ1pOo1obNtwU+P1aRf47V0l3PKZYnMJZas7T58dcVyXPTZEmKR4L70d4SvM9Xe2tu+xkfn6GGlvz7IpkzzdvxpzntYWpmZpo1pcBGpJH893DcuGWlmr79gaav6FXTtz/Qxi0rg5/YPkPW0qCKrohu/vFq1XTkv6VQ2J85YCQjRGFMCxMUJvfWaN7bxwaiU6wqeE13epSgpS35JpEeJRgcpPqiFXqo/gsF+1dXEfwG19ca/MY7uP1rB14tOkh2+nvBowZhwsBpnXFNbst/WbDC9WtqX3BPWtqCj9Ma0B6JVSrRk3+uTdz1adnh4H29Sq2ZJE2KJTTZCu9h1N3XqUjAisDaxuAwWdswqN1Jyx5dWPAYktSwY7oqurNDSZiazZqhgvcuVP9xKZp7Lm/cslK3/Hi99rbMknMR7W2ZpVt+vD44SP360yBacTyim3/0DVV3BofMUOEcGOEIURjTSg0KyQDVnhVIEl3B+wWVOkrw/6YvViKSvbnnYMd6uwNDULQh97LZ4PYG9enswzsKfn9Jqux1OrWjLqc9TBhY0px/pCntcy17FLXc19s4Pvg4DQHtLuBGuYP98YHXVRdweaqUmqWOoj+KPlP0OJIUi+TuJ9a04j7F4tlBLxbvVNOK+7La/t3756u2I/s8CWIynfveV7PaSq2ZRUwzJ5dwO5y+3CB99yN36XhP9ijl8Z4a3f3IXdlPTNRIb52e1RQ/HtV3f/RNVQUEqTDhHBjpCFEY00oJCkEBKq2iMjd8lDJK0DJ+ul6vPqW0PgaMRtUtf0oWz55jZPEe1S1/auDzFXtfKHmq1qwdbQN7FKWVGgb+6FBMtd3Fw01E0mntuZOOVyy+V/FBK7nisU6tWHxv9rEra+X6i69UM0mr9r2Q015KzSRpVmWbauxQ0eNIUk9fp6KDNhSdu3CTFt14u2ob90jWr9rGPVp04+1Zc34iLqIrfnFBSceQpAk7J6uy69PRolJrNmumU7RwTk9xslj2ubyvdWbgMwe328uXBe6lFu+Mau1PvqnK49lBs+RwDowChCiMacWCQmOBACVJvQETnIuNEiT3hPrjkvt4rLc7J+DUXPyGJqzeqGjDYUlO0YbDmrB648AE6WmuV3OO7Q74bsGiTjq9NXtUpLQwYFq8tfgoVNrE9kMaF81+U104b5NuXHqbGsfvkalfjeP36Malt+VMkM7c0qCY09t26dRBeyAVq5mUDGBnKntLg2Iiyk0pcxdu0qq/vURrfj5bq/72kpxJ04tfv1hVvfnnIg1mMp237eqBz0upmUUimtmwt+RjDOwdlTKtIfj8yWp3Ebln8ofByvao1v7kelV2fRo0Sw3nwGjA6jyMaek3t+YNt6q9dZpqGz5dKdTYW6NzCgSotMxNH6XkKEHmyikpe5Rg87QmtcfCbUBZHYurPZEbCgKX5zuna3c/F+r7S8kNOHfWx9Vjn64Em7twU8FVU4t29yneH2737tmf7NM79Y1ZbQvnbQq9pUExKz/6V903+6qstrw1Szmv6kNVKNxmp739XYpFKpXoz78QIFNFf4UW/fq8nPaNR8/Ke7NrSardM1HVZ9SrsyY5SlasZrNn9pc4CpUhY++oO1at0y0/Xp91SW9cvEN3rFo38Lm9f6GUKHyLpKpjMa39yQ36m289qJ7K3oI/c8BoQ4jCmBcUFEoNUJJyJjqn39g2bL5NrW3T1JCxh09XZZ1+Wff5nO9RbP+i9kS3ohZRXwm3UJntujWj82BOe7F9hSKSztoT0b8FX8XJUdUf1fnbcufbPPnBSt2/9S7t75ipqTW7tXbBuqyb2I7r7dYki+uwK20DTsuzpUGx1zO5+6jO7zmi1+P5V79lvZ6I04z+l3PG50tbjl96kFz63KWK9Wf/6t149Cz95f6lOu6SIzZ7EhP0l/uXStJAkDKZznvnq3q56aGix4hEIpoeMJK0cctK3f3IXdrXOlPTGnbrjlXrtHxRxg2GXUIWGy+XaBtoz/t8J7l/+nJJPyNVbTGt/cn1+pv//KB6KxNFwzkwWhCigEHCBChJkutXNF6tvowwFTRKkG9PqFL3L6qMRNXZVyxEOX3to2dzWkvdV6i+tUu106vVHil+Z8Ar3mnLuZD15Acr9b0X1qurLzl6sa9jlr73wnpJygpSMw/s1OEppU0kjlRUZdU2zOu5eufT+v0Z15a0C9L8+MuyQWGo1L2yEv09qohWqbcv/wpFKXWT4efPyGm/++DigQCVdtxV6O6Di7NGo8Z9XKu6Y6foWN2Bgsc57dREzihUerVdemQpvdpOUlaQcok2JW9X3aflix7LDlkZ7PDnpbbc7TnyjaiNO1qhtX9/g+5f86B640N/uyGgHJgTBWRo7K3NCVCl7PnUX8JtTbY3nq29lRNy2kvdv6izr1cVRVbznd3XqSnduavQwuwrdPaO4pelJiXimrv3cE77/VvvGghQaV19Nbp/a/aKrgrnNL34XHRFYpU5AUoq/fVU9/fqP7QXn7PVWNGjBn2Y0x5mOX5/CSsHr/7l5YGTsPcmgvcKG9xuMp37Zu6+UZki0Yim1+/PaS95tZ0kBaw6HMw9sTSnLT2iticxQU42MKK28ehZkqTqwxX67t9fr1hP2OuMwMhEiAJSkgHqWE6AKmXPJ9eXUKTAPKe+aIV+lmdPqDD7F0UL/sg6Ld8ZfMPaMPsK1XT2aXJP8B5YqcPoqtdy36QlaX9H8LXAoPYpLXsVLRIK821pEOb1XLrnBVUVvNzmdJ4FTyYPsxy/z/UqHs2/yWT98Qad+VZwfabH2kpur2qt1sQj+a+5zp6ZOwollb7aTlLevaMGdE+UfZD7dYVG1NJqDsX13QevV6yXIIXRjxAFKDhASeF3087nH6YvyrsnVOn7F0ld/b2qjARfhZ/fe1QTe4M3zgyzF5Mkzd2efyXcqV1xnXIk+HLf1JrgFV1B7RFJs9uCw4NUeEuDMK8nJqevfZJ/MvnnKw+pOhLcj7DL8RN9eSalO+nPNlyetw93TNmscZb9teOsV3dM2Rz4/HPevDKwPRKNaHpDcMAtabVdpoC9o9JsyxWB7aWOqNW2VOo7P71e0V7egjC6cQZjzEvOgcoNUFK4EY/+RJcsWpH73Lppeq06+H5uUun7F6W5gFEVk7RsZ/4NIkvdV2jg73qdTm0PGIlw0tJXduU9ztoF61QVzX7zrYp2aO2CdYHPn9BxRNXR4EtHhbY0CPt6vtC6TY3KHdWKSDpduXPI0sIux+9XQpWx3NvozDg6QzN2Tc57nOUT/qAfTv2NZsSOyuQ0I3ZUP5z6m6z5UJniRyo1+VDuTQ/nnNqrSJ7f6nesWqdx8ex/m8Gr7bLl7h0lSeqPyT0fPKoaZkRt/MFKfeeh6xVN8DaE0avo2WtmM83st2a2zczeNrPvpNrrzexpM9ue+jgp42vuMLMdZvaumQXfmAoYAYpNIg87ghMZtPGik+nvTrmoYB9K2b8oU09/n6oHhbWLuj5RbV/+uUyl7sWUadb7xxQZ9Cvi3MMx1XXlnxT8lTmP6a+/uEbTaj6SqV/Taj7SX39xTdak8sFmHwwYPaoKePM+gddjklbt+p3ksgPoF6reU8zyv55S9soarCcxaJTOSX/2yL8v+HqkZJBqnrte+87+oZrnrs8boNLOeuPyrEWB0WhE0+o/zv/9Fz2mH3xrjaY3fiSzfk1v/Eg/+NaavBPHpdy9oyTJti2U9QePhoYdUZvwcZX+y0PfVIQghVGqlNV5CUn/1Tm31czqJL1mZk9L+oakZ5xz95jZ7ZJul3Sbmc2TtFLSOZKmSfpXMzvDOVfCNFLgs1PKKrxiez4N1tfbKbOo0qf7lqlNOlbCnlDF9i8arCdjrlBE0pW7flv0a4rtKzRY1ElzW6r0bmNyJCbiTJeWsLHmV+Y8VjA0DVaV6Fa9xXUoteWBWSTvLXUyhX09MzsP6Iz+43ovmvy3rI72a5p7rdB9pCUV3ytrMKd+VcVq1ZVIjqSdtf9M1bfmLig4UbGOmD7Xcp4+nvymJGnOqT15R6HSCq22yyvzV7eT3JOL8pYsHfwK7Xc12MT94/QX//sb+p+rf6b+aLg9x4ByKxr/nXP7nXNbU4+PSdomabqkZZIeTj3tYUnp7XSXSXrMOdftnPtQ0g5JFw51x4ET0VDiNgY+IzjReHJycVdlnZ4cn7sn1FBIuH7VxJKXwb7UuU/jSrgdio/P7elQPDVR+It7+1XZNzxvcjMP7BxYtRapCLcRaRjXfvgvA4/Pjz0/eLeJIdOVSF02c9JXHr1keA4i6Yw3FklOikajmlpfeNsDb6m9oyTJDs6TdeZerswUdkRNkur3VuvP/883ZHluUg2MVKH2iTKz0ySdL+llSac45/ZLyaBlZlNST5su6aWML9uTagNGhIbeGp0bYh+osCMeie52ySJaH7An1FA6nuhRTNLlu7cM2zFM0tm7TdtmRHXBO6Xf3iWsmHOanujXvqrcPaGG0sREpy7pOqj3x4/XRCv9lijhOVXF6nTuttNV21n8JsO+ol1Rzfy4SeMWvlh0FOpEpPeOco9fUfr+aSE17K7RTT//T/rFt58fpiMAQ6/kEGVmtZL+UdLNzrk2y//mEPQXOf99NbM1ktZIUm0jS119fH/RjnJ3YdSJVnaq/cBs7W0c3v/x7qqq1+6APaGGUr+kqcdb9WzDOcN6HEk646V2vRhpLP7EE+COSPvGTVQ0MrxX/s/8w15VNbRIsdyJ2UOpq8+0/eA5+tHC4QuFknS0drbqqj+RdQ/v6zl2vE7j54yX5gzn64nq5W3zNevCm4bxGCenpmO3lLsLo1Tw1IxSlRSizKxCyQD1c+fcxlTzATObmhqFmiopfZ+JPZIyNxCZISln5qhzbr2k9ZI0eU4lF8LxmejrrtOzjaeWuxtDZu+4Bu0d1zDsx6nacVi7Pov7G4S7bZ23quEchMrwyEV9korv/n5iYlLvF4f5GEpuYn7xcL8WSYpr1mdwFGAolLI6zyQ9KGmbc+7+jL96QtLq1OPVkjZltK80s0ozmy1prqRXhq7LAAAA5VfK/y0vkXSdpDfNLL18aJ2keyRtMLMbJO2SdK0kOefeNrMNkt5RcmXfTazMAwAAJ5uiIco597zyLwK+LM/X3CnpzhPoFwAAwIjGDmcAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAHFG8X4AAA3KSURBVAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeYuXuwEi1/fllat5wq9pbpqm2cZ+aVtynuQs3lbtbI9727U1qbr5G7e31qq09pKamxzV3bnO5uzWidbw4X8c2LlFf60RFG46obvlTqrn4jXJ3a8TjXPPD+RYe7wd+xsK5RogKsP35ZdrywD1K9FRLktpbZmjLA/dIEj84BWzf3qQtW65TIlEpSWpvb9CWLddJEm9ueXS8OF9HH14u1xOXJPW1TtLRh5dL0kn3y2Yoca754XwLj/cDP2PlXONyXoDmDbcO/MCkJXqq1bzh1jL1aHRobr5m4E0tLZGoVHPzNWXq0ch3bOOSgV8yaa4nrmMbl5SpR6MD55ofzrfweD/wM1bONUJUgPaWacHtrcHtSGpvrw/VDqmvdWKodiRxrvnhfAuP9wM/Y+VcI0QFqG3cF9zeENyOpNraQ6HaIUUbjoRqRxLnmh/Ot/B4P/AzVs41QlSAphX3KRbvzGqLxTvVtOK+MvVodGhqelyxWHdWWyzWraamx8vUo5GvbvlTsnhPVpvFe1S3/Kky9Wh04Fzzw/kWHu8HfsbKucbE8gDpyYLNG25Ve+s01TawGqMU6Qm9rJgqXXqC5cm+gmWoca754XwLj/cDP2PlXDPnXLn7oMlzKt3yOz9X7m6MPr9bWu4ejEq/umhSubsw6lz10uFyd2FU4lzzc1XVo+Xuwqjzq66vl7sLo9Le6+99zTl3ge/XczkPAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAQ9EQZWY/NbODZvZWRlu9mT1tZttTHydl/N0dZrbDzN41syXD1XEAAIByKmUk6iFJSwe13S7pGefcXEnPpD6Xmc2TtFLSOamv+V9mFh2y3gIAAIwQRUOUc26zpEODmpdJejj1+GFJV2e0P+ac63bOfShph6QLh6ivAAAAI4bvnKhTnHP7JSn1cUqqfbqk3RnP25NqAwAAOKnEhvj7WUCbC3yi2RpJayQp2jBev+r6+hB3ZQy4qNwdGJ2efe4H5e7CqPPlL91S7i6MSle9dLjcXRiVLp0Y+LaBAi7VI+Xuwqi06gS/3nck6oCZTZWk1MeDqfY9kmZmPG+GpH1B38A5t945d4Fz7oJIbbVnNwAAAMrDN0Q9IWl16vFqSZsy2leaWaWZzZY0V9IrJ9ZFAACAkafo5Twze1TSpZIazWyPpO9LukfSBjO7QdIuSddKknPubTPbIOkdSQlJNznn+oap7wAAAGVTNEQ55/JNVrosz/PvlHTniXQKAABgpGPHcgAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+xcndgpOp4cb6ObVyivtaJijYcUd3yp1Rz8Rvl7taIR93Ce/KDlbp/613a3zFTU2t2a+2CdfrKnMfK3a0Rj3PNz/btTWpuvkbt7fWqrT2kpqbHNXduc7m7NaI9/84ybdh8m1rapqlx/D6tWHyvFs7bVO5ujXhjoW6EqAAdL87X0YeXy/XEJUl9rZN09OHlksQv6QKoW3hPfrBS33thvbr6aiRJ+zpm6XsvrJckglQBnGt+tm9v0pYt1ymRqJQktbc3aMuW6ySJIJXH8+8s0wO/uVc9iWpJUkvbDD3wm3sl6aQLBENprNSNy3kBjm1cMvDLOc31xHVs45Iy9Wh0oG7h3b/1roEAldbVV6P7t95Vph6NDpxrfpqbrxkIUGmJRKWam68pU49Gvg2bbxsIAmk9iWpt2HxbmXo0OoyVuhGiAvS1TgzVjiTqFt7+jpmh2pHEueanvb0+VDuklrZpge2tedqRNFbqRogKEG04EqodSdQtvKk1u0O1I4lzzU9t7aFQ7ZAax+8LbG/I046ksVI3QlSAuuVPyeI9WW0W71Hd8qfK1KPRgbqFt3bBOlVFO7LaqqIdWrtgXZl6NDpwrvlpanpcsVh3Vlss1q2mpsfL1KORb8XiexWPdWa1xWOdWrH43jL1aHQYK3VjYnmA9MRUVv6EQ93CS08eZ3VeOJxrftKTx1mdV7r0JOgNm29Ta9s0NZykq8yG2lipmznnyt0HxU+b6qZ8f3W5u4Ex4tnnflDuLow6X/7SLeXuwqh01UuHy92FUenSib8udxcwRqy6b/drzrkLfL+ey3kAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAehi1EmdlSM3vXzHaY2e3DdRwAAIByGJYQZWZRSX8n6UpJ8yR93czmDcexAAAAymG4RqIulLTDOfeBc65H0mOSlg3TsQAAAD5zwxWipkvanfH5nlQbAADAScGcc0P/Tc2ulbTEOXdj6vPrJF3onPuLjOeskbQm9em5kt4a8o6c/BoltZS7E6MQdQuPmvmhbn6oW3jUzM+Zzrk63y+ODWVPMuyRNDPj8xmS9mU+wTm3XtJ6STKzV51zFwxTX05a1M0PdQuPmvmhbn6oW3jUzI+ZvXoiXz9cl/OaJc01s9lmFpe0UtITw3QsAACAz9ywjEQ55xJm9ueSnpIUlfRT59zbw3EsAACAchiuy3lyzv2zpH8u8enrh6sfJznq5oe6hUfN/FA3P9QtPGrm54TqNiwTywEAAE523PYFAADAQ9lDFLeHyc/MfmpmB83srYy2ejN72sy2pz5Oyvi7O1J1fNfMlpSn1+VlZjPN7Ldmts3M3jaz76TaqVseZlZlZq+Y2e9TNfvvqXZqVgIzi5rZ62b2y9Tn1K0IM9tpZm+a2Rvp1VHUrTAzm2hmvzCzP6R+v11MzQozszNT51j6T5uZ3TykdXPOle2PkpPO35c0R1Jc0u8lzStnn0bSH0mLJS2Q9FZG232Sbk89vl3SvanH81L1q5Q0O1XXaLlfQxlqNlXSgtTjOknvpWpD3fLXzCTVph5XSHpZ0kXUrOT6rZX0iKRfpj6nbsVrtlNS46A26la4Zg9LujH1OC5pIjULVb+opI8lzRrKupV7JIrbwxTgnNss6dCg5mVK/jAp9fHqjPbHnHPdzrkPJe1Qsr5jinNuv3Nua+rxMUnblNwtn7rl4ZLaU59WpP44UbOizGyGpKskPZDRTN38ULc8zGy8kv+pflCSnHM9zrkjomZhXCbpfefcRxrCupU7RHF7mPBOcc7tl5KBQdKUVDu1HMTMTpN0vpIjK9StgNQlqTckHZT0tHOOmpXmf0i6VVJ/Rht1K85J+hczey119wqJuhUyR9Inkn6WunT8gJnViJqFsVLSo6nHQ1a3cocoC2hjuaAfapnBzGol/aOkm51zbYWeGtA25urmnOtzzs1X8u4CF5rZuQWeTs0kmdmfSjronHut1C8JaBtzdUu5xDm3QNKVkm4ys8UFnkvdktsRLZD0I+fc+ZI6lLwMlQ81y5Da9Purkv6h2FMD2grWrdwhqujtYZDjgJlNlaTUx4OpdmqZYmYVSgaonzvnNqaaqVsJUpcIfidpqahZMZdI+qqZ7VRyKsKXzez/iroV5Zzbl/p4UNLjSl4yoW757ZG0JzVCLEm/UDJUUbPSXClpq3PuQOrzIatbuUMUt4cJ7wlJq1OPV0valNG+0swqzWy2pLmSXilD/8rKzEzJeQPbnHP3Z/wVdcvDzCab2cTU43GSLpf0B1GzgpxzdzjnZjjnTlPyd9ezzrn/KOpWkJnVmFld+rGkK5S8AT11y8M597Gk3WZ2ZqrpMknviJqV6uv69FKeNJR1GwEz5v9EyRVU70v6q3L3ZyT9Sf2j75fUq2RCvkFSg6RnJG1PfazPeP5fper4rqQry93/MtVsoZLDr/8m6Y3Unz+hbgVr9gVJr6dq9pak/5Zqp2al1/BSfbo6j7oVrtUcJVdA/V7S2+nf+9StaN3mS3o19XP6T5ImUbOS6lYtqVXShIy2IasbO5YDAAB4KPflPAAAgFGJEAUAAOCBEAUAAOCBEAUAAOCBEAUAAOCBEAUAAOCBEAUAAOCBEAUAAODh/wNIQLxkWWW5YgAAAABJRU5ErkJggg==\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "a = np.random.random((ncpl[0]))\n", - "pmv = flopy.plot.PlotMapView(modelgrid=disu_mg)\n", - "pmv.plot_array(a)\n", - "plt.plot(xc, yc, 'bo');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility for DISU using `ModelMap`" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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ea08wMH0n+OyYnifQNYXYybF9LgANviNjfg6RsyXfEHWjtbZ1MCg9a4zZk+NYr8tTxqfbGHM3cDdAQx3srPhunlWRlP9y64zxrsKEc8XrF+PrDvEPi055v1PPghBR/l3ZD3jptQYSicTYnAQIJxJceOoE79VOHrNzAFSdmsl9O6/lpruPj9lrBvAHe8r5yu4w31nYPKbnqa5YQIl/Ok/MfHnsTgJ8p+IlLu4LsPHVb47peWL2JVw3QaRh19idxPVT3foA/e4uBqLHxuw0S/17uKHCz3UnHx2zc3xQPVrz1HhXYYJa/77unVd3nrW2dfDfduBJkt1zx4wx0wEG/20fPPwwMHPY3WcArR6Pud5ae7W19urayuKfgEihPve8w5/sqvaI9mfHn5a9SsCX4LLGU2NzgkGNfRHC8SiVTmhMz3PZW7dS0eVy08GSsTuJha8+X0JZj2XR6Uljdx4MuDMJ9gS4pHv6mJ0lRJQPsYv6kh3MqH5nzM5jbS99/ceJ7JsC0eCYnaem7XPYhJ+y8FVjdo4l/ndo6t2GGasPpsgYGDVEGWPKjDEVqZ+BjwJvAj8B7ho87C4gFYN/AqwyxoSMMXOARuCVs11xkffjrucdvvabqryCVO+OhRy9736OfOFBjt53P707FmY91iHOJ33bAZhU0UXNpLEJOBUJl2BfMqTNbD88JucAqDrdQOhEMjx985flY3ae5c1llPa6AHz8ndox65mqLJ+PtclmrkUH5uK4Y7PKy5fL3sSHizGw/NJvYRibrkN3WKdAuHnJmJzDNzAZ90jyPZ+IBwgFp+Q8vrm5iQ0b1rF+/SNs2LCO5uamUc9xo/9drundOpYNkCJjIp+/IFOBbcaY35EMQz+z1j4DfBv4iDGmGfjI4O9Ya98CNgK7gWeAP7LWjl2fhkiRPvuCf9Qg1btjIacfW0GiswYwJDprOP3YiqxB6u7St/APu2BeOus9jDn7l4a5Pd1DP49la9T8t24b+rm202Vx2xi0dlj4s1+eaeUKRC0fbR+bViKfnT30s3ENt7RfdtbPYbCs9G0b+j3oO81NF//orJ/HtRF6+s408keOB3G6zn7Xbk3L1xjev1oWXpT12ObmJrZu/Sw9PbWAoaenlq1bP5szSN3gb+ba3i0KUDIhjTomylrbAlzpUd4J3JLlPt8CvvW+aycyxj77gh9jq/ibptOe43C6N92KHdFNYqNBujfdStn1r6WV+0jwh86v08qCfkvjnBjvtuT+qG3bvZyNW+6no6ueuspWVi57iCXzvcc4TIpb/JGetLKZ7Yd56yyPjaromk64szSt7D//sorlf3j8rJ7n4y2llPekJ9lrm8v4Va1hwH/2mqQqSi/G2vTvjXXtlUyqLuNEuPesneeT4b0EGUgru2Ly/+Hl/R+hN1qX9X6799Sz9cV5dHWXUFnRz9Ib9zB/XsZIiDN8zRlF5q3FcN0zOceUNW9bzs6N36Cno57yulaaVn6HxiXe77WSUzcQ765JK0u1Rg1E2zOO37nzDuLx9EAfj4fYufMOGht3Zhx/nX8v1/X+WgFKJqx8B5aLfGD94a/9+NwqHr42M0glOqs97+NVvir8bsbFE2D6pGMcPjaHvt6o52Nt272cR595iGg8GVg6umbw6DMPAWQGKWuZ1dWZ8Rip1qiuROb5h58n36AGcNnuj2WU1bclmHc8wJ7Jsaz3692xkO5Nt5LorMapPUXFis0ZgfPM84H7nisD3LRin4VPHZnF/5q1P+t5mpub2LnzDnp6JlFefoKmpic9L9Qpfl8jrjuy1PCRg1fwfxp35AwehTyn/xj8dUbrpsGycuFD/OAV7wk0u/fUs/m5K4jHk3+Su7pL2fzcFQCeQcraKN19+zPK4wMQbltApP4Nz/M0b1vO1ke/TTyafK/1dMxg66PfBsgMUq6f0L5Vng215eFFDESfySjv6fEez+ZVfq1/Lzf0vqAAJROatn0RAVZv9fP1lzMHmzu13oPDM8st/yH4K89jjYEFF2aftr1xy/1DASolGi9l45b7M46dlrD4Yt5BKdfYqFRQ6+iaAfiGgtq23cs9j6/onkr4eGlGucHwF7/yDpZQePfnR/aXUtGVkWwAuOign5oB7+95hXYblZXOwc0y/smJOFx1evZZeU6L/Ueptt5LW1QH3uXSaS953rb1xXlDASolHvez9cV53pVyWrLWN9LcAHHv123nxm8MBaih80RL2bnxGxnH1rR9AZvwXic5nmVsVHn5Cc/jR5Y3Ofu4UQFKPgAUokQGfWarw70vpQepihWbMcH0FiQTjFKxYnNa2cdD71Fqs3cJlYSizJzh/XHr6Kr3LO8cWW4t9Sezd6XlGhtVSFADmL/745gsl7i5B1xmnvK+uObq/vTyzefKPMsh2TD0b9+b5Xlbrm4jL0Hn0qznAbj0UAOBLIGhkOe0pmxLzvN8ZO7DOL5IRnlXt/fMR69ya+N09+7LfhIL4b03et7U0+H9XuvpTC9PDia/Ivs5gHKPmXpNTU/i96eHfL9/gKamJ4d+v9ppYWnfrxSg5ANBIUpkmFXb0oNU2fWvUXXXJpzak4DFqT1J1V2bMrpy7gk9P+pjz5l6CH8gs4WgrtJ73EvtiPIL4hbj5p7lla01Ku+gBpT1TKakPXe4+asXvLttCun+vOlACVWnvFuhUiYfN8zuzaxLId1GJaGZuFkC0hBruK0tY+gnkP9zmuE7zQXugZynccwAt1/2jxnllRX9nsd7lRvnANbmft0iR0vw9dZklJfXeb/XymvTy2ta/pTRFuuKx4OEgunj8Bobd7J06Q8pL+8ELOXlnSxd+sOhbtarnRaW9T2vACUfGApRIiOs2ubwjR3pQWradx+i4Z/WMO27D2UEqCXBw1Rl6cIZzueDBY0dGeUrlz1E0N+XVhb097Fy2UNn7mtd6k6OvshhOB6l0pfZGpVvUAO4fPcnsrZCpVzW7DK5J/PPR/7dn7DmufyWTPj0u/UZ3az5dhsBlIQuz+s85SdKqO/LDB75Pqf/p3x7XuFgdsVzTC5LD1tLb9yD358ekP3+OEtvTF/X2FqX7r538zgLOG9dk/G6Na38Dv5g+nvNH+yjaeV3hn4vPXUj8e7sXbbDlXvM1Gts3Mnq1Wu5++4vs3r12qEAtcjZrwAlHzgKUSIeVr7ocP/2/BbkXFOS2Qq1aesqmr7SQsPKGE1faWHT1lUAVJX1UleX3jW0ZP5TfOm2+6mrPIzBpa7yMF+67f60Qd9zYi5mlNaHlJnHM1uj8glqAKW9tZQcGz3cGOAvtma2+uTb/bnkUJhJJ/J7PqU9lqtP1aaV5dNtBBAOTiORZXzQSAbDsgOXYkZUK5/nVE6Exfat/M5j4M4F/5Xhb67581q59fdep7KiD7BUVvRx6++9njGo3DhHcEdpjUyJ9RmCxy9JK2tc8hRLv/RNyusOg3EprzvM0i9988ygctdPcN+nh47fvaee733/Zr77N5/ge9+/md170lsu4/EgocDos0Kvcg7w4b7nFKDkA0ez8+S8tun0PB5sX8aReCUN/i7WTNnCiqrkt/9PbXcwtopv3+i9/AHAAqedKW56C9Gmrau475H19EeT3VBHOmZx3yPJrQVWLH2ceRfs58UTDVj3zEV0yfynss6Uc9wEVXm0QqWkWqO63DMhI/XYG7fcT2dXPbVZZuddvvv3R22FSml601L5YUNXyZnnkWqlG20m2wPPVjByRl4uH3unhl3XdJIaG55q3Rhtdl5Z+EriBaxz6Yv5uOHkxbxYe6a1J5/ndE/5roJW2i5x2rlhzk/Z/t7tQ2Xz57XmXNLAWktf/+78nwwQ2zMHaveCc2apvsYlT2Vd0mBS6xdJDHZ95jtjsLx0EQOnN2c+2KArnQPc1Pds2rvq6ZZVPLxrHW29M5ledoh7Fq3l9rmPF/TcRM4FClFy3tp0eh73tt1Gv01urHs4XsW9bcnFJVNB6g92+PHZatYt8d5r77+U/yojCzy4Yd1QgErpj5bx4IZ1rFj6OH7HMu/Cft5uDudVz4sGEgV/g595PHPdqFxBDaC0dxKlR/PfYNYAD+yYxDduTl9yoez617IvaQBceyREXWf+AQrAH4OPtTfws2lnZjk2Nu7MuaRBMFBLPF744qCzjkzm1cr99AXOtD7lek4OcT5mCt+H75rp/8SuQx8iEs9v3yvjO0Y8kd4iNtoyD9aFkveuo/+iF0d9fGdgKonWBUO/55oxODxExWNBgoE6orHMruornIPc4hGgHti+nkgi+Rlp7Z3FA9uTXzIUpGSiUXeenLcebF82FKBS+m2AB9uXpZWteMlh7bbMrr25vhPMTBzMeNzWzpkZZSPLp1Z3Ul4x+irjQdelrMt7Rt7TLau46YkW5j0W46YnWni6ZdXQbdnGRuVy2Z78W6FSPrwLSrIvTeXpz58tbrPMpr0lhOL5/8mqKPVeWXu0Liow3HYk+9Y+I91VuidtlfqUbF26Q2cxLnde+d/yPk9/NL27MN9lHvoPV2D6Rw/H1fvSVyYvZMZgRcnijLIFvkP8Xt8vMt5RD+9aNxSgUiKJMh7etW7UOoqcaxSi5Lx1JEsLgFf5ipccHtiaHqT+onwLXju61Nce8nzckeWXz80MYCM19g94xprUt/nW3llYfEPf5ocHKa+xUdmU9NVQ1pr5vDednkdT893Uv30vTc13s+l0+rpFPgv37sx/w+DFbUGmHM9shRrtPADGwqcPX5DXefz+KuKxzBCZ6qLq6i4FzFAX1cggFe4KcmHP1DzOZLnLn7msQapL90jHLKz1DXXpjgxSU8KvMbf2d3mcpZNoLH1MWyHLPAR2X5/z8ctOLSXeU5VWVsiMwXg82RqVcrlziI/0b/Z877b1en/JyFYuci5TiJLzVoO/q6DyT758JkhNNd1cYjO33QBYs3otJcH0NaNKgr2sWb02rSwcjDM7RyYoS7iEerxnoeXzbb6Q1qjL9mTOyEt1dx6OV2ExQ92dIwPO779iCGRfwDzNXzxblVGW73kA5h7yMykyehddVdnVePW/FrKo5TUHLsLn5m6ZuyV40HN9sFxduiN94pKH8JncL2A0kTlovZBlHqLdPgIdc7wf3PUT2PupjOJ8ZwympFqjLnMO89E+7wAFML3M+0tGtnKRc5lClJy31kzZQsmIi1eJibFmSvYFEz/5ssN/3lLNX5W/mPUisWLp43z3y3fTUHcAY1wa6g7w3S/fzYqlmeM9Zk05QjAU8HgUuLC3J+s58v02n09rVLi/ivIjmVPa8+3udBLwR6+NPiX+yqNBph3LbIXK9zyQWoAzd2uU45QTj+XfFZWt3CQMNx3PvUHxPSW/9izPp0s3xW96+eilP8x6DmtPExk4nVFeyDIPAIm3LwGPUDjpyL/HupnraOU7YzAlHg9waWmcW/ueydkpfM+itYSd9OAZdnq5Z9HaLPcQOXdpYLmct1KDx7PNzvNyuDpKW+AEZb9zeMmZQ1Wlpaaih5ryk4QCZ2ZArVj6uGdoGskYWNB4jN++md56UJ2wBPq7s95vetkhWnszV/Me+W3ea6beSJe/4z0WqpDuzk+/6OfvF0GuNS3/8rkqvGbkFXIegLoOuLCnnH3lPZ63V5c3EY95X8YrK/oHu/Iyy71MPVZFVXUJp0OZt1/i68iYmZlSX3uIIx2Z/3+ydfXOq36Kl0o+zqn+aRm3xfGekdfU9CRbt342rUvPa5mHFDcBJQeuoX/OmUHwTmQaibbsQTH7jEFL2NfOpFAzVU4zQfc9fPFOnrjgw+zgc/zJ65uYMuDdopsaPK7ZefJBoBAl57UVVXtyhqaUlskD/OySTjpMclzK5Hg1vuhxIv1w7FgImIbxGcrKAlRXJqgp76Kq7DR+Z/Rp7xUl/UydGuDYscFWMWuZ3ZV78c57Fq1Nm+EE2b/Ne83USwn1V1J+KHOBSUh2ax6OZ3a/eXV3BmKWz71Zyfev9L5wXt4eoKHNe0ZeIedJ+dS70/n2Vc0ZPXY+U0I8ln219aU37kmbtg+5u6jAcOuhK9l44UsZ5/pP5VuzriO2ZvXatGUuwLtLd+gsBj51xbf4x5f/juEncm0vff2Zs94g/2Uehus/UAP1JTAYCqtbvkZ81MkEIwNTC774CcBCguR/g94ITbVp0zwAACAASURBVKLPCfHitXdzXaSTr72+iamRzFa02+c+rtAkHwgKUSJZWCxvNwzw87kddJG+39nxSA01I4bmWNfS0x2lpxsOUwaU4fgdKiocqiujTCo7RVm4F8ejtebiGfs53jETN+EyOWFxot4tIymFfJvP1Rp12bvZVydfM2VL2hIQkLu78/NbgvzTFWA9Hu4vf1lNtnWhCj0PQEmv5dqTdbw8KT1gVFdeTSJLKxScWd9o64vz6OouobKin6U37sm5PpO/z8+Crpm8UXWmFanW9HCx3Zv1PqlWyAc3rKO1cyb1tYdYs3ptztbJcv9BrprxK149fPNQmWvezno8jL7Mg5fQnhsZuPI5yk5+iHjPyNY+lxJfOzWhZqp8zQTte1kD00iuz09fau9GY3ippI6Xrvn3NEVO8qdvbGJ6/+ir+otMNApRIiO4WH43O8IvZrbTh/eA3/b+Ci7OYwmiRDzBqZMJTp2E/VQD1QRDASorDDWVfdSUnaIkNIDjg/kXdfPmnlJmnPJueRipkG/zXq1RoUg5lQdrs9yj8O7OcMTyB++U86N56d1slxz3M/NwgmwrlhbTrQpw6zvV/ObaDhKDIzsNQRKxzBatkUZb1NLLgoMX8Pb8VuKDi1auKX9l1PabfLt0h1t2wf/gzbbriCVKcW2E3v62gu6fj4GTfoIn5hBouYOwr41Job1UOu8SdPfnHZi8dJd4DHQ3hp0lk/i313yRRZFT/Nnrm2jo9x6zJTIRKUSJDIpj2dnYx6+mHWfAY92ftGNtEGv8GFvActiDogMxOgago8MP1IGBkpIgVZUuockVnOrrpKoHRtkytyDheJRKJ0RX4kxr1Px3bx91Xah8uztT/vhXYX50SU9aXvqvz9dgRlmdvNDzADhx+Hj7DJ6elhw8X1OVuxXqfbGGW49ewc8aXiVElKW8Oian8Zk4n1zw3/nRa98AX3575GV9LJ8Px3Hw+XyYYWtxuK5LR891fLjkASpj3UUFJi+HS6fkuNWwK1zDZ5u+wMKB09zzxiZm9HXmOF5kYlCIkvNe1Lhsv7SXrbXHiRewFUncqSEQ914IsyAW+vuibCtbwI7pU7h8ximwEMKhKuZQ1+cy9dQAUzu7qTvZSyiR//Yiw81sP9MaFRwoo+pA9laoYpX1WD76Xim/mJscO3bhCT+zDxa2OnkhFu8N82ytj0jARyKW/3pVxajqLGXKpEr+bd2v8BXwPilUQ+mLNFTvZndr+ibFxpiMYGStxVqL67okEglc90y9XNdN+324t2qr2Dnl9/nG3iepiEc8jynU2yV1ox9kDK+Fq/l3V3+eK6Ld/Nkbm5jVexY+QyLjRCFKzlsRn8sLl/fwctVx3AL2PUvpStRSS+YFYNvu5Wzccj8dXfXUZdmjbqSXpyzkiUnzMTGXyx0DxjJAgvZggvYg7K52YHayO9BnDeWun9qIYWpXjCknepl8opuqvljOdqXhrVGXvVv46uT5uu/5sqEQ9a1fjt4K9X4YC6sOz+KpK6fgxs/e87G4YOJg4lhfAnwJjC/OhzqrubniTbpsKa7rw7XJ/6z14VqD6w7+7A7+bn24rhm8zeBasEO/g2sN1mWwHFxrsRZ8tT/F3345iYSLtcn3prWWRCJBIvH+mo1cAyecOGD47kV38I3mTZQnci87n897+u2g9wQFT8bweqiSzy++i8tiPdzz5pPM6c5/f0iRc4VClJx3egMJnlvQzatlHaNGp1x7k7VHqqkdsZbltt3LefSZh4jGk9PoO7pm8OgzDwFkDVIvTrua/1vdCIDFR9w3Fb97NGudXGPpcmJ0lcF7ZcD0UqAULIStn+qYj8m9LlNPRphyoovaU/0EBzc7ntl+mObyWVTt956tdzbUnHS57nCYo2VxLtz//gOUiyXiuPSHXHrDLn1hS2/YpTfo0htM0FsWw730N8R9fcnQY+JYk0j+SwJMAksca1wsiWRAYvBn45KcQmBh6L/sgscv5Dd7LqI8fiDncWeM/phe9l7Uhn/mFOLvnf3WwlN1Z9bE6sfw/zau4L53N1GWZRmMfN7TrnHo8qevtdW7Y+GoG1FjDG8FK/jiVZ9lXqyXr7/5JJnLnoqcuxSi5LzSNrmNv75hPzF39Atbam+y1Do8qb3JIDkrqqO/HEaEqI1b7h+62KRE46Vs3HK/Z4jaMv1anq6cy/BBRIfd2cwme4jKykDExDkagqMheGOSHy5MdnE51kdFwk9tP1zWfCHRxm0YN4BxHUgEIOHHJPzJhZ4SAYyb/Dn575mfrXXAdfCN8qfjgecrOF3GUCtUApdIwNIXdOkPDYagsEtvaDAIBRP0OQn6nQT9vjgDJIiRIJFHG2H48v3ESveRsHkum/4+uC0X8dt+l2WTjmJyrL31fvSHDBEThQt2Euz4KNHus7sm8rHpZQwfBNWL4b9dfAf3vvtjSt3M1zCf93RvSXorVO+OhZx+bAU2mpx9keis4fRjKwC8N3I2hj3Bcv7jws/wX+ji+qPvbzyYyL8WhSg5r/hCXVxbsZl97hLaPBZdHC7X3mSNjTtJEMCaAGbYxbuja+RmtkmdHuXPzbiBzeWzM8qbI/XMDufxZAqQMC6n/FHeqbic3zRU81+Pn601eszgf77kf8aHwWHAaeCZ0MfY2NBf0DizgvkSDNS+i7UuYX8FkXj2BUrfL6drKvF+Azi82n0NV5VtHZMO0aMzyoHk4PzoFS9gdtyMPYsvYWtJZiztxsd/u/hO7n33CUrc9MkS+bynj4wYVN696dahAJVio0G6N93qHaKAa3pbufPINqom5bc/osi5QCFKzjt+k+AS59c0VE7izf5riWRpwMhnb7KoM4lQ/MxYjrrKVjq6ZmTcp7YyfUr9MzOX8cuyzOMAooSwvgqMe3YDQbedzG8GFkClJe4E8CfORstNqrvKHfrVAs+WXM2peD/uWAYoIHxJKxGTPEck3o3fFyTuRsfkXP6WBUPtN12xctq5jKlk7mn3frVVDGvhCkTxXfE6ideuyHmfXN3Ow0WCvqHXa6QufDx88R/w9XeeIDxs1mk+7+l3RgwqT3R6bwPkVV4Rj/DHx3YwqfvsL+cgMta0d56ct8p9J7i29Oc0Vnn/8c5nb7KuRPqYlZXLHiLo70srC/r7WLnsoaHfn551U9YAldJJls1igeZty9nw1RdZv/o9Nnz1RZq3Lc/5WABRG2J79JbkL8bwcv2Vo96nWMd9dRyKluC6LuHwWW5SG864DExJXxYh7tEddVb0lzNwKn3RibdPzSTujL5nYCH6SnxER6xNlqhuJXzBqaz3SXU79/TUAmao27m5uSnj2M6GipznP4WPv77kTgbMmeeaz3v6rWD6Fw6n1ru+aeXWcvvpvfynvU8qQMmEpRAl5zVjoMG8xg2VzzOpNP3i1dT0JH5/+riXkXuTtfenL+64ZP5TfOm2+6mrPIzBpa7yMF+6LTl2xAJPzv4IW0qmj1qvPRHvDWybty1n66PfpqdjBuCjp2MGWx/9ds4glbCGlxPLiQ9bSvwfpy8ctQ7F+kXZbaTGeEUikbQ1is6mcONRrBk5U80ScnJ300LhQTS8fzGZi4UaXjm5CDvKn9Ftu5fz1Ue2s/o7+/nqI9vZtjv7uZJdeZkic14iUOY9OixXt/NIrbWjrxB7Aoe/ufgPiJrk88r1ngawxsfJEYPKK1ZsxgTTWwRNMErFis0ANAx08Vf7f8aytlcwRQy8FzlXqDtPBAj6Brgi+Bwn/TN4q3cB8UR+e5N1Riqw4fTL65L5T2UMIrfAj+bcys5QfrOtTruVYAIwYrD0zo3fIB5NDwnxaCk7N36DxiXes//e5mN0xdNbUQ6W1NBdUk1Ff/YWjmIc9U/naDS99cnv9xOLjd5ClG+XFAAmQXS695YoA4k+Qv5SBuJ9nrengmjqdUwFUcD7NYwFiRwrySwHom6IvbHFNAa861nobM220izb/RiIXfkC7LgpY7JfPt3OkLzbcX9+i8N2GIe/u/hOvvbujwlY1/M9ndIXrk5+GxkmNe5p5Oy8ymt/y10dbzCvY/cYLbAh8q9LIUpkmBrfYa4vP8IBey0Hu2pG3ZvMxQFfCHLM1LLA/77w47waKKzrp893AaWJfWllPR3eg3x7Or3Lj7CYAwPeW6H8y4zFfLr5lwXVaTSbwx9h5E45sViMUCjEwED212i0mZAjhea0M2CyB7OBeB8G3+ByBukKDaLhw1eRaznKI711NNTNpDR+KOO2QmZr9pT5iZkcISc4QGDBW8RevyytuLz8xGBXHhnlw52uCRXU5nPMBPj7i+/kT975MYEcY9vaSr2Xyyi7/rW0QeSX97fzh/u24CTGZsyayHhQd57ICI6xzPW9xLWV2ygPjT4wesCXfaVsC/zwot8vOEAB7I3Oyigrr/Pe8628NrP8lG3gtUhj1sf/5ynzz2pHypHATDpi3t1FuQIUFNYlBZbYzNwb8wI4voBneUFB1DUMHBx9EcnfdFyKNZnPvZDZmkcbRu+GjE06RHhG+oSDfLqdAY7XZ3YV9u5YyNH77ufIFx7k6H3307sjvZu3zQT4H5esIJ6j3eidklzbvUBJIsrX27Zx14HnFKDkA0chSiSLEl83i8ObmV/Vgi9H38OpuHcXnQv8U+Ny3vBXet4+2gXscGwyI8fhNK38Dv5gejeVP9hH08rvpJVFbCk7BpZl3H+4Hn+Y1urc08mfblnFTU+0MO+xGDc90cLTLauyHrs5dEvOxwqFQllvy7dLCiA46ziuGf1iHHcHCAcyB1IXEkTDRy/H5pE0XRx+13tNRiitq/Q+18jZmhZoK/XufhwpMnc7/mHLFDQ27mTp0h9SXt4JWMrLO1m69IcZLXhHRmSo1FpOic4awAyt5TTyfXjEBHnk4uxB6q1sK5Vbyy3dB/iLvZuYdvpgXs9NZKJRiBLJwRiYYt7hhspnmVbej9fq0+39mSEpgeEfG+9gj1Pm+bj5XMBSq5cP17jkKZZ+6ZuU1x0G41Jed5ilX/pmWjdUwvrYEb89r8UFNsy4OuttT7es4oHt62ntnYXFR2vvLB7Yvt4zSB0IzuVkLPfogIGBAQIB79ahfGZCJlkSs3fnPM9wkVg3jkk/Z75BFAvRloa8z3UqWkGnSV9vO5+ZbQA9FQES+e4C7LPEr9ySlo8bG3eyevVa7r77y6xevTYjQMUcQ++IpQ1yreU00gFfiH+8+A4SI4KUxXA8kPker4v18ucHN3PbkRcxZ3ORK5FzjEJUFpu2rqLpKy00rIzR9JUWNm3N/g1czihm+v1E4Ddx5vlfYHHVbwmNyAonB8rTolUcw/cuvoO9jvdgZMj/AnbYnZ1x38YlT7H6727k7n+ew+q/uzEtQFkLv7O305fI76O9uWY2rnE8b3t41zoiifQLZCRRxsO71qXXG9gc+FBe54vHvcf85NslFZjRScIUtmGuHXERzyeIAgQ65+DmNw57yJsnZ5NwzoTq0Wa2pbQ1FLgURLifwGX5r+rd6dGVV8haTgAtvjCPNi5PC+eRcFXaoHKfTbD65Ft8Y99TlPd7B+OJqJAWWTlj9556vvf9m/nu33yC733/Znbv8e7ensg0sNzDpq2ruO+R9fRHkxeQIx2zuO+R9QCsWHq2Vnr+4Cl41tM5JN9NgyvMca4t+zlHWMS+08lWIouD9ZVg3H7iGP7hkjs55DE+Zrh8L2CFrl5+wNxI28DoY2tSXJ/DG9Pmc2XbGxm3tfV6L7MwsnxfaB7dce8gNpK1lnA4TCSSHoTymQkJFjs3/1aoFJcEYX85kXjPmfMteWr092TLxQWfK7nswWKuq3xhaOp+rpltkAyhR8OZXXnN25azc+M36Omop7yulaaV30mrc6yuhZLpDfS3ebd2Dtc2OQQjWrqc2lODLaFklGez1ynlB43L+XzzU/iAo2VnBpVfFDnBF478mkAsywxDituce7ylWmRTXyhSLbIAt8/V9SCb3Xvq2fzcFcTjyZjR1V3K5ueSi8bOn+fdzT0RqSXKw4Mb1g0FqJT+aBkPbliX5R4CuWc9nctS09CTqzL7hqahZ1vPx2dgptnF9ZW/oqYk2VQx4KslZnz8/SV/MGqAgjwXI+TM6uX5OMEc3ooUvmXGo/WLPMunl2XONhtZboFnnRsKOl8kEsHny/zTM1qXVGDayeQmw0WIxHsIOPmnUae7jlif9xig5uYmNmxYx/r1j7Bhw7qMRS0H3DD7496vqZeu6mDGyu75rgfWf9E2/NmHmgHJ/0fHgpldaqOt5ZTNHqeM/3nR7VigOTyZoBvjj4+9zN37nxk1QBXyOTtX5NsiK+m2vjhvKEClxON+tr74wdpiWiHKQ2un9zfwbOWSVOj0+3NFrmnouYR8Ea4MPcsVVW9x0tTxtxffSavxHvMzUiEXsFyrl6f0uZW8FLkur3OP9Fb5FCLBzNarexatJez0ppWFnV7uWbR26Pd3Shbk3XU4XFELcDZ6z8jLtws5loiQa6D9cP4W78VI810d/EDPFCL+/N73bdMzU1DeX0gcS3zhtpyP31sRIOExlq/s+teoumsTTu1JwOLUnqTqrk1Z97Yb7i1/Bf984SeocGP81d5NzDq5b9RXttjP2XjLt0VW0nV1ew9nyFY+Uak7z0N97SGOdGROL6+v9f5mLknlda2D35xHlHvMejqXFDINPYOFBe2TmLHvRhresTzZFOOVuj5iJveUrmyLEXpdwPZEZrIk+HrWx4pbh+3xj2ddrqB3x8JRz/NCwyJuey/9Ypzqqnh41zraemcyvewQ9yxaO1RugV+aa3I+z2wSiYRnt142zuRTxJzMvQQL7UIOOiGiiVHOGSlj4KT3n8bRNqVOO7bjMpbUHE/boHokFzgW6s0oL+gLSUkPwfktRHfP9bxPe0MFXhMiIHMtp9E4xPlQ8AifCr/NArsP3w/u480rWzlddWTU+76vz9k4ml52iNbezOtBtpZaSaqs6KfLY5P3yorsrZUTkUKUhzWr16aNiQIoCfayZvXaHPeSppXfSbugQZZZT+eYfDcNHqn61Ewuf+0TBLoD4IMPd8KH33KwhPjdbJcfX5tgS0MfvY73rKt8L2DZVi+H5EDy37qfZMD1bgdIzQJMDWJPzQJMnT/ln6Yt4Nb3tmW0Jtw+9/Gs4z7eKF1MJFH8utOpLWFsHmsIOJfs8Zy7VujCmdFEJGN81EjhA4uzLq5ZyFIMCfy80dfEgpLtWVtpumpCWDKXayj0C0l0yruEO+qJtGd2WbZW+hg5HqoQ1fTxqdK9fCywmxnu4eRYLwskQpjTJVy15Q56G07zu8s2EfUIhCnFfs7G2z2L1qaNiYLMFlnJtPTGPWljogD8/jhLb9yT414Tj0KUh9Tg8Qc3rKO1cyb1tYdYs3qtBpWPInXR2rnxG/R01lNemzkY9ly0ctlDaVtzgPc09JRwXxVXvrmC0mPDZjwNG3JiMCzc77BwvwMEaZns8uT1CZ6d20+HP5Zvj1KaPnMBpXZfRvlec3PWBS4h9yzA4SGqI1jOiYop1Ha351WfBIZf2+xdXvlu3xIIBIhGc6/55NR0EfV7jyErpgs5Eu/BZxxc6xEsYn4ibdkH5ue7OnjKiYEqTpVdTI3rPZOudXoQPEJUMV9IIpdswTn1UYavZxn3wWlfoQHKcrlznFWl73CDeZty93RyAt7IYVWDK+EbDOVHqrnhyOc5Pm8/b8/9Oa7HF4dCP2fnitFaZMVbavD41hfn0dVdQmVFP0tv3POBGlQOClFZrVj6uEJTEfKa9XSOSc0O2rjlfjq76qnNMmvIiQW4/N1PUtMyFVNAEpp73MfXf+Lj6wRoL3d5+nqXn10S4WB4IO9AtTc2iyuc9BDVzqW8G5ma5R5JhUxj3zTjav792/+SV31eK72eqEcrVKHbt0SjUYLBYM4g5cx/J2s7SrFdyAbv1pnwkUU5t3hpanoy7fmB91IMw/3uxFyW1bbiS6S3frnA8aB3y01RX0gcF3fhdnjlzED/k1NHn7kHECTGraGDrAjtZp7di5/BtR0sWd+jpit9uxeDYcqeOdTt/QotC1/m0LSdaffN93N2LsrVIivZzZ/X+oELTSMpRImQexq6cX00HryZ+jfnYWyO1OMz4ObumprS4+OLz/r44rPl9ATK2Hy1y0+uGGB3RT+5HvpwbDJXOIbU2JYeW8vOAe+WoOEKmcb+49pGvoQZmpqfTRzDNvdSz9sKGTOUkitA+ap6iAY6s95ebBdywsYIByqIxIaNs0oYBg5m38IH8l2KYSTDzpNXc03lC2l55GRdGEv27XCK+UJiS7sIXXKQgXeSszSPTi0hW1feVNPNp0ub+Yizm6m2LVm3QvYB6vDe7sUXN1z0m+uYVb6YN676Gaerz4wdGm25B5GJRiFKJBsLDe1XcdGrN+CL5TEDze+DaP5dJ+Uxw507HO7cUUrUV8LWy12eXBzjN7V9xEcMTE+tXu53jxKzQbZHP5LXOSpWbE4bEwXZZwFGnSD7Jl/IRcf35nzM35YtJR73TnyFjBkaLtsg88Bl7+SIGe+vCzkS68bvCxJ3kyEu1D6fgTwW1x5tU2ov/W4JBxNXMct5daisdaofcj674gxM3024cxqRjiBt4TNPyGC5OnCUT4ffpsnsodQOtoIVu4FiW+498wI9Aa7aupze6d28fvmPGQhnH4cmMlEpRIl4SBs0ni+n+AG8Qddwy+sOt7zu4BLi1bnJgelb63vp9yUvhIfd2cxyj/GKu5xYrmarYQqZBQjwWMPV/FWOEBXDYUci+6bGhY4ZSolEIvj9/rQVzU1FLwOB4znvB++vCznuDg7WtxBvGdsp6+91T2Na3VRC8WO4BjoD2Qdhv1+RS3/NwFsfw0+EO8Pv8W+Cu7nQvocvNbDpLOw8bQ9PHrU32mAob6vk+rbPcfySg7x94c88x0uJTFQKUSLDeA4az1euXYoLeRgMi1scFrckB6Y3T03w5PUuL82ezdtlNZyKF/axLWQa+4uVM4g7AfwJ72n5L5d/mEQs+/MsZsxQiuumNwMFL29m4Oy8pDlYQv4y3PZaYtlXIjhrXulYwJKaTjonByDn6KssLJBwIB7GiZXgi5dgYqX4oiUQDWNiQWw0gBtzqAhaNvoeZ1qg/ayEpgxt3htvezEYprwzi8l7v0LLwp0cnP5yURMsRM41ClEigBMLsuDd5VQXOGh8OOPLfq3adHoeD7Yv40i8kgZ/F2umbGFFVX5TfRuPOdz3fx12LljA12/bQ5k/2bXYF4+e/WujMbxcfyU3HvpNxk1R/OyM5V74s7gxQ0mu657p1ivpYyB4tLjnkE3CwZeoxInX4I9PwolPwh+bhIlVMzXyWy73byeBM/ifjwQO8Yx/HeLWN/i7b+jnuE3eJz5YlrA+4mbwXxzcweMT+Hmrv4n45Dcg7kCsBCdegi9Wgi9aiomVQCwEg2HIRh3cmA83Dm6CtDdYgtztnr5wgO9t/zd8+qptzKvLf1r5pq2rRp+ZbA0mUviiiSZhuPC31zCrbBFvLvoZJ6sPFvwYIucShSg5rxnXR+OBm6l/K/eg8XxCkM0yqHzT6Xnc23Yb/TbZNXg4XsW9bbcB5BWkBkoDPL74AjpLg/hw6I2fGUcT8DmEnQADiRhR9+x0k/zj9IWeIerFit/Dzb0aAVDcmKGU1NpRoSv2EcmVZV2DSVTgxKvxxyfhj9XixCfhxKox0UqIlUOsBDcWxMb9WNeHV9OHBU6U9fDE7HaePPgMoRzblpwtvbFS/udvPw+R5P/H0cJQsaLRZMh+/NUlLGus5+bZz496n7z3DY17z/rL98uCv9fPwq3L6ZvWzWuXb2KgpKvwJyhyDlCIkvNTAYPG8w5BCe8Q9WD7sqH7pvTbAA+2L8sZoiyw78I6np5Ti3WSdSxxg/T6zoSomJsgNiw8lfoD+PDRGx8oupXqYEkN3SXVVPSfmcEXIcCr0cylBMaCv6qUQPd1lJyswhetGgpENhbCjQewQ9vMZIaiYsLI67MPEHFC/MeFq3l05z+NOjvx/Xqx/Bb6IgMZY8DOtuHdo1ua53KkazKfuWwjfif788u1b+jwEGX6MicKFPNlofRoBdcf/Xd0XHyY3Rf+FNc/dq+HyFjQ3nly3qk5dQFLXvgyF7+yJK9Zd7lCUJosIepIvLKgcoCE38eT183mJxdNHgpQAKWJ3Jsb98Vj9AwGKL/xUREIE/IV/l3p5zMWp/2+teK2sx4tHMchHA4TDocJBM68vvvqghyOLsA9vJh4+0XET04j3lNFYiCMTTgkw9PZGVDTF4hwxDkJwHulk/jry8d2M9woDm9Gk2t7jWWAGv56puw7VsF/f/lz9EWz71ic976hpyZnHJP352QEg2HyuzNZ9osvM+vI9WMzfktkjChEyXml6vhMFv7mTgI9+c+6yzsExb3bQRr83l0V2cqPT6vkHz50EfurMseclMazXwBHiluX7liEATd5sS7xBygPhPDlEUD+15T5Q9eyPkK8Hs29qGcuxhiCwSDhcJhQKITPl/yzk0gkiEQiRCIRYsNGdR+ucdhW9w6na8du9lrK7jmH037/aW0j22cuznL0+/fb8qVpGcEr7JwNfr93cD7V6/DX2/6QYz11nrdn2x80o/xY5vIGxXxZGM4kDOF9V9DVe3tex4ucCxSi5LwSHiiF/nhyTaeS/Fpo8g5BWb5Br5myhRKTPvWrxMRYM2VL+t0NvHBVAz+8soGY3/F8rNJo7paoXPrjMXpiA7hYHAwVgRBhx/si3uMP01qdbH14oeLjeZ8jEAgMtS45TvI5WGuJRqNEIhEGBgYyZuENl/DBycEp8D+rf5WBijwGYRUp5ovRHM4cvP6f5txEZ0XuNZBSnm5ZxU1PtDDvsRg3PdHC0y2rsh6bwPBK/ML0OsRihMOZ+929X7lauWIJw/+345Ps7piXcdua1WspGbGKuue+oUcyX59CvywMd7QixvduPMr3rjjI2673Fj8i5yKNqkCNAwAAIABJREFUiZLzU9xN/uc3EPBDf/b57WumbEkb6wHeISib1HiQXANu+yrD/PNVM+gO526ZKBkoPkQNl8DSHTsztirs+An4HPriMRI2GXL+94wmvny6k7ejmVPZHccZakVJJBJDLUmxWCytValQndOGLS1h4MlZO1nZfD2+gdG/7+3eU1/QPl3Ns4565l5rDF9YsJIfv7wefyJ7iHu6ZVXaxrStvbN4YHtyELbXFiG7S64i7rFRdCQSwXEcEoncI7oK2ZMwn/8HG19dwtLGem6e9Xxybzzy3zfUHqnLaM8s5nNyrCLGUws6OeJoIU6ZmBSi5PwWtxCPgd9ggn5sX+bFJ58QNMQxnmOjVlTt8TzeAm/Om8qzF9QwdCXL4WyFqJEiiTiRRLL1wgeUBkJsnXwxF1UHCcaDQxf5eDyO67okEolRL/rFaJ1aApxpRXF9licvfIUV71yL8dirL2X3nvq0HeO7ukvZ/NwVAJ5BKoHLGxXeXVcA3YES/mzhZ/i73z6WtfPz4V3rhgJUSiRRxsO71mWEKAtsM9m36cnVOgeF7UlojMHa/AYWbW2eS+vpyXzm8jMDzkfdN9QCHnsvFvI5aS+P8dQVJzjsdGfcJjKRKESJAMQtNh4Dx2BCmWEqWwjK4PdBnuEiFvLzo6tncrQ8/+6ccCR3iOrdsTDv1cmzcYGe6ACf213FVX172cfoe/SdDRZoC2V2Qw344/y0cRe3v7OIbBsMbn1x3lCASonH/Wx9cZ5niDpU30GC3MHlrfIp/GDex/jCnp973t7W6z0I26t8f/BC+hLZW9OstYRCIQYGvLeBKWRPwlAo5LmFTjb72iv4+5c+x39o2kBpMI9taGwAk/BuMR3tc3K8PMpTV5zikKMlDeSDQWOiRIZL2GSA8hlMWeGDfo2T30fq0AU1/MOyuQUFKICSgex16t2xkNOPrRjccNiQ6Kzh9GMr6N1RWAgqTzj8cEMNf/wvfmYNvMqn3V/8qywu3V0VzBpruoP9PH/Rm2QbeNbV7b3wo1e5xfJq3Xt51el/Tb2cN6Zd5nnb9DLvliyv8l8Hl4x6roGBgazjo4rdkzBfp/tSA84zZ91liOY3UHy4ztI437++nf9+1UEFKPlAUYgS8eJabG8MfGDK8u9Cs6Ns/eL6DP/SdAE/unQaCZ/34PFc/G72xuPuTbembTQMYKNBujfdmvfjLztWzjN/W8WlrT4sLpBgRuwgqxI/LzhINTc3sWHDOtavf4QNG9bR3NyU8/hjMypy3n605DS/mbMPryBVWeG9SKZXefuk0/ST/7itey76KN0lmd1X9yxaS9hJH4Qddnq5Z1H6IOx2ZwqdsfwCeSQSGZq9OFy2vQe9yosdk5YccL6c3R2X5jzOeOyNmE1naYwfXH+cv1u8n4N5DDAXmWjUnSeSiwu2N5oMUyXB5M85GLIvc3OqrowNCxqIBL3DUz4Dow0GPz7iHm02CY9xKrnKh3Os4Vu/qOL3Xj9TN+vvG/q5Pn6E1fyMDc4n8lrGp5AxPCmH8tiu8N2Ko1TPLOWiQ/Vp5Utv3JM2JgrA74+z9MbMrqXX6vfn8QzOSDh+Pr/wM/yfl9fjDFvYNDXu6eFd62jrncn0skPcs2htxnioF0pvgQImGRqPsXGF7En4/7N37nFylGW+/75V1dX36bkmmcn9RkKAEAIBhCSCgCCiQFxjBBFv6+q6Fxe5LOjZPcfzWSC6sh533VUOKyKKGDEIiAsCiklICIEAgVxIyOQ+k0zmPt3Tt6p6zx89PZmeruqumrCHROr7D6Sm6q23u6fn/dXzPO/vcapVc1uYvurVC1g8q4VLpj1nX6bXVd3uojuS5/Eze9mj9VU918fnZMYXUT4+biiKKQFEdUjar4p2Bb0S2Di/mfUTEo7F414Ko4NoGDarstrQO5TKKz9eiemDIX5wf5iGwdIIiAyV7piaYLTzKfkEP9M+UqWayFsND0BGV0iLaqMWeKmulUQuQtORY+Kw+B5VE6F9kUG6FO87wbr1GF8/8xPc9epDJRG5j8x42HYnXpEBEeVALuLpXqZpHushOITbnoSBQMA2EuVN1ArWvT2dtv5PcN3pNg7n7c4pv55wQTy1Bnzx5PPewBdRPj5ekBQElJOYGrUzLxsN8NDCKfREKqcEvRRGF1q/lIuo+LKn6XtgWUlKT+g54suednwtf/F6gi88o9o2XZaR8p1T48wjfEr+mp/q1+DQKhDwXsPTOclbnc0z497kmuw5RHqP1RDNm9tW0dIAYMu0vY4/q1aU/1LNRFbPupiPvf0H1/NcG/sg5LxXlGUyGXRdJ5c79jm76UmoqqqtiPIqagFaO+J878XP8Bfn/Jxo8Jigkwebyn5bekMGjy/oZXfA93jyeW/hiygfnyHcNk8FjokpgNgIMWVYwz/eNauRJ6c1lLRtccJLYXTY0m2rGYsLvpvdeTWGyg8fijP7iHNdlgzbbz9vsjq5Mbean+jLnDrdEIt1k7SpnXGq7TnYEGCktUFVBDw2+RU+njsPbdDdn7F0IMsBzf7+xaL8ogAtFuUDJe/f91vO5qze/czo3F31flkCth5bRaql13K5nCe7AnC2ShhrYXr/oMq/vHA9Xzj3cSbEjhYOth9zO+8NGfzmzF526dXFkxefKx+fkwVfRPn4MLbmqcOMFFODOcyAwq/PnsI+m7YtTtTE0/QPlKd97Aqjo0bQ8Zsbfd9rlS0NJFzaHuObP9fRbYwfR2KFnVMy9VY3N+Ye4QH9Y5g2tgOeangEdKnlAqpaZEgKyerpL/HxnecjXPRA3D6qxctIKhXll7yfQvDluR/h15vuI5ytnBbcGLsIp/p1t+k1RVE8+XGNjFyNxKuoHYlhCn6w4Wo+vmADpzVuhYEYfUPiaacL8QRjq5Hz8TkZ8Hfn+fgw9uapI8mks3znyjz3XhJnf60364IlF+5AG9XB3qkwOlyhgWwlNCn4zm/ruPtnwaoCCsAKVq5rqbN6+Uz2ETRRHimZPXsTS5Y8SCzWBUhisS6WLHnQdsHsGR8tO+bWrsFQLR6b9TJSqRytMYTBW6F2x597KcrPqwG+sOA6LOH859NAsNmY6vjzSum1kvsP1Ue5wa4gvciiRY+iaaUeUE6i1olfvnY+v2u9ip+f2809i/a6FlDg/vX6+Jxs+JEoHx+Or3mqRPLYeRbfXtxHTlpcuWkfAOHQZCLBuRj5IFQxCHBbGA0QGYNr+exkiO//OEx92v1zk3SxJb1W9vGZ7CoeCC0nP0qYuanhAWibEAZKoy2uI0PAYCDH72a9xuU7F+D0Pr/t0OKliNei/PZQgjvPWMbXtzxie8ctkfMqeq56Sa9lMhnHgvGR6LruaNbptjDdFmGhT+mEya1sUgSxjs8TNt4gndlf/doh/rt9rnx83i18EeXjQ6FJ6kEjYXu8Em9MNrltWYoOfWiBG7FSpzMHSGcOINBJxE9HyGYsy1nEuCmMhuqu5SVI+KvNtdz4e8W2eLzipS5bciTkAJ/NPMyPQyvIuYhwjZoebaHjt2voCqV4YeZbXLh7DqOFlInFlprKC77nonzg93XTOW/a+7hs74aS4xJYL+0NOot4Ta+58X6qFIkC96K2iBJPEpxzgHR0P7mhaGNA1mNZCrpyJuGa00ilXyabP1p1rONJJ/r4nMj46TwfHwrNU8OidKGq1Dz1aMziLz6f4bOf6D0moMDWwkCSo3dgMz3JJ8kYL6EFUji7SVUnlHFn3FhraKx6oI7P/N5+9101LOHeCiAuU3w283OCVdJqo0nGdUyb98IpAlTJrmFftJM3p+5HjhrvUHOnra/WSKLve43EjatRG3oAidrQQ+LG1VVb5tw15ULaayeWHHs7eCrZKmJyLOm1YsNnJ46n8fMwqkFwziG0pWuwzl5HOrYPRqRrhTy2ZJiGRihwPg2Jy1DVykap70Q60cfnRMSPRPn44L55akaVfO8jBr+c1e/Uxq0i2dwRsrkjgEoiPg+FyVimN+fycK5KJErChw7G+YdVAQIeI0OlwwxWP2kEMTnI59I/4/7w9WRc3vfI5DjYCJyxRIYAtiQOkGiOMnloB5lE8mrTXldzqVqUb4cQfOG0j/HoxnvRjYINwB8D5zkWlBcZS3otn88TDodJp+3d2cfeEFqijetDnbmXrH6YbIWPTtg8dxv5ELHg+9ECSXr6N2DJ8pTicaUTfXxOYHwR5eMzRKXmqSPrnrIeoy32mPQNvAG8QSBQT03kDIx8nGq1UwAB0/lrG5CC7zyR4IK3vLeUKUN6sNkeIkKGz6Z/yo8j15Ou0HC3yEGHAIYXu4bRrG3awYdzZ5HoinK0tp+UF7vwMZDWgnzlrOu4d9P9tGst9OXd/Vn1ml4DSKfTqKpaJpg0TcMwPFhEAAQzhOe0ka3bgyHy7gwmpNNnKjDyceLhy1ADXXT3vcToOrexvF4fnxMdX0T5+FShrO7pHSaf76ar74+AQjx6CgF1Oqbh/NUUCFQUzFERnFMHwnz/xyFqMpXFixs/LEvkGWvKMUKWzw7+jB9HrmewgpDKBgSpCmm2MUWGhniy5VU+ljuX1ybtHdP1XtkdaeBfT/sIjfvjnlq8jAU7L6hAIOBORAkLfXIXTGklp/aQ9hioFFQT5wIz30gi8iGEeojegdc4ntS1j8+Jji+ifHwcOBqz+MYncrxSl3ITIHoHsBhI7QB2oKpxErH5mPnCFv/RBNEYHFqthYSvvpTgujXVa59c+2HpKbvLAXiidUXVfnFhsnx28EF+HL2BlGEvpDon1bzj76siLWZme1iY7mBS+I/M7raI9w8AEqQs3E5KRHFhH/n/SJCU/RsoOf8YpeKgPxFk++IQmmGg5msQg3GsvhhmbwSzPwwVmkd7QUpJMBgs2YlXLZUn4imCcw6Qie4n57K9ju040m2EUyDNSdRGJ2Ly9tDvtY/Pnx6+iPLxGcXx1j0hxKjF1jumOUB33wuAIBqZTigwGyMfoKg6QlaAQSVHQ17j3gfjTO1yt0ekkh/WSBElw/ZF5U+0ruAb6+8lYxa8ndpSU/nG+nsByoRUiDyfTf2EB6I3MGCUL74HG3U8uZTbEDWzLMh0csZgOxOThwlm+4d1WWdTmO3j01zYoyLGXC/kDlPAm9MtIIuhZDGCgxA8DCNcE4RU0Kwoaj4OyThWfwyjJ4KVDFdIk9mTzWZL+uvZmmyqBqGZHRgTdmMoKTLlZ4wBb/OUUqAwm7rYTDIebRF8fE4GfBHl4zPEO1/3VI731heS1GArKVpRRJhEfD7SbCJuBlm8X+X2RzQCHpSeWz8sGba3drhn853DAqpIxoxyz+Y7bRvxBjH4TOpBHojeQP8IIWUJ6LRxKa+EkJJJuX7OynQwN9VOfaoD1XTOnfXWBTC0DC+fAufsEIjjFLaV2DerhjwDYBkoQsWS5aJNCou8OkBeHYAQUOyeIkGgFQRWtgaSccy+KEZvGDkYBIfoTyaTQVEUpJQjWsNI1KY+AjP3kQm2k3mHI33uI1GljMUWwcfnZMC1iBJCqMDLwCEp5VVCiHrgF8A0YC+wXErZM3Tu7cDnKVQW/o2UsvKWGh+fdxk3dU/V2pAMI7AtAzne1heWTNPTv5GgIrl8fx03PtlEwKMwcOuHZTmIqPbUZE/HAXQMbkz9hAejN9A7VOvV01Te4qbsOivPaZluzkwfYVqyjUi6Z0SqrTq9ocJnmQpavDkrwBm73BUrrdt2NavW3EZnfwuNNW0sX7qSxfMeczw/FVHZP6JZs66GyRju7SEQIDHIq33kI30QAcYN/UyCQgDNjKFkhgRWb4R8bwQyhd8jXdfJyn5Cc9rI1bdiijxe42671l3NplW3kuxsIdbYxqLl32L2YpvX7DFiNpqiLUIskqE3+SKm6c6LzMfnRMVLJOpvge1A8ZH174HnpJR3CyH+fujftwkh5gErgNOAFuBZIcQpUto8mvn4vMu4rXty26AWGPKKKl/sK7W+cLtr6Rx9P4sHnuGWSX/Of35FcPOmOj62TsFt4Oz2cWtKaqLA3g/LKRLVHD1AW6q8nUlz9EDF++qYfDr1ID+NfYrufIC2lgglu7ekpNEYZGGmg3mpw4xLHUbLp8dcMiWBpHIsgdUVzbNnWoRpewcrjrlu29Xc99RKckZB5HX2T+K+p1YC2AopC9gyWwNxTKB5ElDVEGCRJ6f1QKwHYsCEET+WOqf2XMob0W1kgkfGdItd665m7X13Y+QKrznZOYm1990NUCakKhWWb9vR4spxH9zZIvj4nAy4eqwQQkwCPgzcN+Lw1cADQ///AHDNiOMPSymzUso9wNvAue/MdH183hkyquRb1+S58ks9vFJfvXC8UhsStxxP64vGQI7P537J+wd+h4pkUNEwVVh5fg+X/WU3r89RXMVoliV28M/NTzFJ60MgmaT18c/NT5XvzgvY9827aeEdhNTSovOQmuKmhXdUvXcAkxuSD9IQyHFUzzM308kne7byjQPPsnLnKm7b/RiXHdrAxN49BI5DQAGkw+V/2vbVpjk6sbIp5Ko1tw0LqCI5I8KqNbfZnn9gepysKI9whbSYh9mOnevDSaYrPcRe/x/U7/tbML31bATYtOrWYQFVxMhF2LTq1vKTHdJ523a08PSz84eaaAv6ByI8/ex8tu1oqXDnY7YI9Yn3QdWdfz4+Jx5uI1HfBW4FRv4FGi+lbAeQUrYLIYoB6InAiyPOOzh0zMfnXUcCvz7P9Fz35KkNiUP7jbG0vlAFfFBsYl7y9ZLjaeXYV7cvIvn8R49y6tEA332iloauyruvKvlhFXHqm1ese6q2O892TKA9cgG1obO5o/VBQoZzQ+Djpa8hDDZmoduakkQycWJd9mmkzn77Rb/L5ng6KNiTsI86ZQ1vRqVj4fKgxQyzg47I68CnMI+cQqLjn2Hq8/Q1/gq34clkp/1rTnbZHHcQUWtfmIsxypbDMDTWvjDXRSujUlsEIcYWUfPxeTeoKqKEEFcBHVLKV4QQF7kY024FKfs2CyG+CHwRoCUKA79xMbJPCU++/5Pv9hROOv5rJkRPS5PNe6sl8tqg1o5Fix4tqYmCyq0v5gS7uaz/cYI2O9gyojzSsr0pz+WfPcq1u6Lc8l9h9NzYC6ktxblW5SMzHnYlmorkCLKt7tNsUT5IztKRZh+7O8/k/AaFkHlozHOsRG/cOcj+8qQBLsxGCCTLhU5jTRud/ZPKjjfUlAoBCbw5JwQOe94kFgE1RN6svCfOdS3SKM7ULM63CnOqD7UOzUiAFLD3YuoOLiYz8+ekExurjhVrbCPZWf6aYw3l4sepsLx/IOzpuD2CRCjOB+e/yneOfMHDdT4A5ZWOPv8/cJPOuxD4qBBiL/Aw8AEhxE+BI0KIZoCh/3YMnX8QGFllOgko+zZKKe+VUp4jpTynznsE2sdnTFgqDOQL9RfxQLDK2ceIL3saoZembRzbkDhEombP3sSSJQ8Si3UBklisiyVLHiyrh4pqFtebT3JV/2pbAQWQtRFRhXvDo6ekWPqVTh5/nxybRQMghbNPlFt6tck813Q3P6n7BS9zFTlrKB0qsoDgxa4zSKrTPI25btvV/M0P1nPdt/byNz9Yz7ptV9vfW69QYyMEG2YMYunl7XOWL12JrpWKK10bZPnSlSXH2ifHSCnVTAMqv/nFWqSCgFGGa5F2rbN/TUUmKhbXiLbh0TXVIKCV/p5YRgD9rU/TsPUu1HS5QBrJouXfQtNLX7OmD7Jo+bfKT3YQUTVx+1Y0TsdH0xDr5uPz/5HPLvg0U2L2/Sp9fE5EqkaipJS3A7cDDEWibpZSfkoI8W3gRuDuof8WH58eBx4SQtxDobB8NvDSOz91H5/jY6SYSuZzZY1rR+KpDUmFtbNS6wsBXKjt5NzUmqr1QLkqZxgafHNxN/92luD//K6RuW9bnmqMpHS3+JVdh2Bv9BJeCX+KXrMWDJu7iqL4ELzcNZcz6wPUWbuqju226NsSkBWV3eUtRfDiKXnet01FWMcK3IvjrFpzG139LTTY7M7LBgQ7G6qLzLyZRggFKe3Tq5VqkZyiUXEsPqceKfssayO9HO1vKjvfSNUQe+Pv0Rr30z3535GB8vRj8V6bVt1KsquFWINzRMwpErXkwh08/ez8kpSephksubBy2ripppNLpt9Dc2xrxfN8fE5Ujscn6m5glRDi88B+4OMAUsqtQohVwDYKTnpf8Xfm+ZzIFMVUTAuSNvOYDoue6zYkDpGoSkzUB/nIwK+JZt3V0hgu79Edldxw7VHOOBLgXx6vpba3ult1QUx683DKEuWN+s/xJhdhSG1027RRjIzgCF7vnsVpdQGa5LaK96hU9D1S5CTjAVfzz2nw8pxyD6nF8x6raGmwbW4Eu3orO4JqxHG3nqdaJCCAxV/pXag2f07HxfbbiqgCAqNzKjWddyMmb6R33EOgjuprt/gxV2lEp0hUse7J3e48yfjaI1w6/TuMi+ysfk8fnxMYTyJKSvk88PzQ/3cBlzic90/APx3n3Hx8/r+SNApiKqLp5C2TvDU27S+F+24mAUVylbWWGQPeFhOvM3tjfJ5Lv3CUFdtj/O3vQgQq1YQp7rebdwdmsqn2KxwwZuA2dyhluQDZ2jOV2QmNFrHF8b1zW/Td2xAC3NkMpIIWW2cFOG1XtdhegY7mCH2q+6LxSnYHnmqRkHwlmCJo2X82E2Lb2MrZVWYjkAfOp7ZtEfkZj5Kq/YP3tjsVzDbnzW2rUkQuaalr45Jp36YxssfjjX18Tkx8x3Ifn1EMGoXap5CigYCM6bE1icso0Xz9MBcN/JZAhSa8dkiGusp4XQAFPDwvyerZSf5hfQOXv+SwCyRUWYCYKLTGrmRzaAUDZtxz5xbLsq8l2tU3kXxcY6q62XZebou+e6LlArFSAXdnNM9eFx5SeRW2j3eYe4XxQ1rMVkwtWv6tEn8mcK5FuiGUp9a0t50AmBDdUmHmpUhTRdv1Z9SHryQ544fkom+7vlbIsSwZkkn1+7lk2repD1f2E/PxOdnwRZSPjwMZq6AOAopKQFGHxVVVqoibWs3g2vTj1GedrQ0qzkvRxpQyLJILwDfe38X3Fir8n6camLXXLGlcbIXtd+alRQ2v132R7VyAKVXv4bAhDIdoCsDegfHko4uYFdhU9jYuX7qypCYK7Iu++7VSoePGTHJfbZp4S5zGNuddiTvmxpCU10JVGz/nsEPPbS3SB3WTGWaH3RDD1AdH7NBziZmOEN76VeJ1h+mZ+n0svaf6RZYXLyfJ1MY9fGDqt6gN/ffZWfj4vJv4IsrHpwrF1J6KIKwFSFYRU1II26VMAT6gbmF+6qXjMpIc1Jx3FbpuTQN0xC0++fGjnN2u88+PJ4j3FyJiMlLqEdWhn8amxJdoNya7TtlVwjQrpwsPpRrJh89nXvDFkuNuir7zKpij1J3bAu43mwY4NxMj0l0eNepqDNEVsC8mrza+JQ0CSpC8jXisVos0X7N4n6wuQDTVQNcMckag6rmlCIyeZuI9/xulZQs9LfeDUqEo31XbF8mMcbu4eMq3qQlWFn8+Pic7vojy8XGJiSRpFGpnYoHgcEF6GWVRIsn04AAf6n+MMJUFxBOtK6oaWaY1e08QT61pRvBKc46Lv3iUG9+s4cvPBLBCA5io7KxZxqv6MgbNiOeUXSVMs/LOOYCOdB2GdQFnhDeU9MurVvTdXx+CUe+x6wJuIXhpUpILs2ECqWO7Ew0Ftk5ynrOb8YWi4jFry0TF4toRVgbVqI320NE3rvqJtgistjOpPXwP5rSnGGh40iHXWykSJZk9fjsXTflnYnrXGOfh43Ny4YsoHx+PSEbaI4RI5jMl5ggjgzUhVXJ1/hkm9e+vOu4TrSv4xvp7yZhRANpSU/nG+nsBSoRUUrdv3lupNU3VXYUCHjijn1/MgS/tP53O9OexpOIpZeemd5qU0nHL/2i6swk2W4tZGH0B4VKB9NbqjBZRXgq4UQQbZqZZvENHyRUijrvmxLEqFKq7GT9nDCIQFW00RuJkZVCJpuj+4xBRBaSloLReSd3BS0jP/BGZ+JujTrBbMiRzmrfw/sn3EA24N5/18flT4Phacvv4/AmR2rCAw7fcxqHP3cXhW24jtWFB1WsGhgRUPBBEKS55Q5GoRYF9fGnwR0zKVxdQUGilUhRQRTJmlHs231k6z4C9C7Sn1jQ21Jsq5+8Y4LEWeHXqfuyaKDvhvnda9SjUSAbyMV4eWIIU7p73esLlITNPZpIMeUjNziMVhb5anSN65UJ7t+MHA+766Q1bGXgsOqvktbRtRws//M8P8O3vfpgf/ucHqvS0AysXJLj9yzTs+CZK9ph1giipiZKc1vIKXzr3Bq6c8Q9VBdTqtStY9OVWJi7Ps+jLraxeu8LV6/LxOZHxI1E+Pow9FVakGJmKqjrTg0f4YO5RElnnImU72lOTXR1PBuwjUWNtTROQgrP2ZWk6XKj5yamCPZGDdJzSx6Vvz0dY1eMhrnunCff2CUVSZoSNfUs4L/ECQjrXo0mwdRH3YiZZJBeALfMiWOlTgNeoJCjdjp/JV/99EEj+soKVQSXGO+zQKwrc4udTFLhA1b52Rn8D8df/EXX8Tron/RApVRQkZ0zayIUTv0dIc+dsv3rtCm75wb2kc4WHhEOdU7nlB4Uo67Il7lsI+ficaPgiyseH40yFDVEwtEyQ+PxPyNdLMttUMNxHE5qjB2hLTbU9PhKnSFR82dMlQhAqtKYZYm6fYNqObtQRGiE3FGw4Ghpg9dyNXNO6CDVTeVeW695pDiJq165FbNp0LclkPbFYN4sWPVri7J6xQqzvXcIFdS8gHCwSMiHFMV3m1kxSFQECWoiskaJHS1H71udISNDq2kk3/pHBmo2glEe73I4f1KJkDWfhcUMoT52DlcHqtSu466E7aeuaTEvDAW6/7o4SAVIf3IPdDr3jaw4MIDCPzKGh404WJp7hnHOuJxj01hborofuHBb8rDK2AAAgAElEQVRQRdK5KHc9dKcvonxOavx0no8Px5cKq0sJHvh1Ez/6SU3BEVw1CUxJEr3MJHR6HFR328JvWngHIbV0cQqpKW5aeEfJsaRuL1ii73uNxI2rURt6AIna0EPixtW2InB8XuWSzX3M3F4qoADyyrEDWc1g1ewXGaivbDDpuneaKD9v165FrF17A8lkAyBIJhtYu/YGdu1aVDovqbOuezGWap8W66v30uz2GJoSJKzFEAhMmSeTHxiu2xJaHqSC0T2RwM7rSLz8XRp2fJN414fA8H4/w3SOpFWyMihGcg51TkVKZTiSMzIlpqkmulYu8N6J5sANch+f6v88i7bsJfTPdyBeu9hLtpe2Lvsoq9NxH5+TBT8S5ePD2FJhqgG3vVTHtesVxMhi6aFIhaKCMm0AdTIY++Jkd6TAci6QLhaPV9udl9ScF79qrWlCUuGs3YPUdzr3xsuL0tVRCskTkzZzXmQWMw+Ox27blvveaeVRpE2brsUwSm0bDCPIpk3XlvUZNAmwrusCLmh4Cc0s/Wx6a9w/EwaUEKqikTFSGFbW0btK0bNYuZFzExj9DSj9V5Hgw6iRFFbTZvrrfufKZ8mUeVRFx7RKxVQ1KwO3kRy7HXo18fRQrRplx6siJYt4jPm99yMAS++DrAqrL0f87gPIa1fD7FerDtPScIBDneVR1pYG33zT5+TGF1E+PnhPhV25O8rXnwwTzNo8jiulKTxFBX3GANoUMPbVkH0r6SimPjLj4TLRNJqUg8VBJQRwehdM3NVFtbiYU+n3xvq3aQ/1snj3nDK/KLe906SNiEom623v53TcQuWFrvO4oPEVAkbn8PHeYGX/Ll0NI4RC1kiRtzLk3Wz405NAjcMPBeZgDPYtJb5vKYqeRTRtp7/+aYzQfkffS00JlIgoN1YGbiM5TbF9ZSJqrM2BAzLFNblvkhg8dp4MjKjrSgYQD34Cmj6KXPYgTGx1HOv26+4oqYkCCOspbr/uDsdrfHxOBnwR5ePDseLxakaVM7s1vvdEHeM7LBzzGYp9HZSigT6zH20qGHtqyO4cGOrf4o1kBbPNMiRMzGnMe7MTvVK/vBEYwlld7I908sScJFftPhuRLxdS1Wps7Fq+xGLdQ6m88uNOSBTWdy7k/MYtBI3DmEBGlIuooBoBAVljkJzpIvIy+j56P1B5J1sRKxeEQwuIHlqAUE3Uhj2kGp4hE9sKI6J7hZooAUhiLq0M3EZymqPb2EppGtRbc+Chca3tXDHwjyijInRSsSmOPxpG/PCLMKUXec2PoLE8JVmMllWq6fLxORnxRZSPzxCVUmGxjODbv2/gnK2yumeRqFxMrmigz+5Hmw7G7hqyb3sTUylNr34SEJUKC3cMUNPnsl3NENUCNAN6hlVzNnDNvnMIDribSxHTpgXKokWPsnbtDSUpPU3LsmjRoxXHkqhs6FzAooZtWJF2io6gQS2KlBY5M03WdN8s2A5LH1trHmmqGB2zCHbMIiisssL0sBbDMPr4a70bVVbffOA2kjMh+rrt9W4EbmHiFkvlT5nd9ytbYWeJCnYP+2vhe3+HOPUw8qr7IV7qfL9sycO+aPL5k8MXUT4+FRAS/mpzghue11Asl0Kniogqomigz+knMANyuxPkdve7ElODamXhogDzD1u07O3x3F7G7V5CU7H41bSX+MDR0xh/uBb7Rjc219m0fCnWPVXaneeMYHPXKSycZKKr3eTMTMXdb14xA53Hv/umWJjefR0JPolW00OuaROfHPcrgtJ+p+Fo3EZy6oJ78dpDr0jY6uXa7NeJZA46vxQqR/MEArY3I7bfDufsRl72IIS92zX4+Jws+CLKx8eBJfvD/NNvokRSHlNuFdJhtqcHIDi3D30G5N5OkGu13+JeZFBx+NpKmJZWOWVrJ4ExNgc2VQ+Lr4Dfj9vKqaGJnLV3Gm4W7tEF1UVmz97kUjQVkYwP9zIjuoegcYRTNItTlRQPWbUYLh3RodA8eNOqW0l2thBrLPd3ygc6sEueunFnt0cwkI7xXKSBzhevYV6slw9MW8PEmur98dxEcoo79Lz20JshX+bi/rsQskp/H+nWLFXAy7MQm/8nLH0NueQRxvxL6eNzAuOLKB+fUTT3K/zbkw1MPVih7qkSHkXU8GU6BOf1oc+C7M4E+b32YiptI6ISlspZ2/qIJr05go/GCHiPu2yvOcTRU/q5zIUxp2Ud30IaVtLMqT1EQu4pLPgj1vwZ9HOLOsAqMYPdTn0NR7Br3dWsve/u4ebByc5JrL3vbuCYgWY+cLRMRB2PeeWR+l7+MGkrFpJUWGf3kTi7j3yYWMjiguk7OGfCRnTt+N6j2mg3HX3jXZ0rpMHl1r8zsf85l7EriSXyKNKlSLMEPH8WYt2ZcMUa5DlPgzKG75SPzwmKL6J8fIYI5uB/r2vg4ldw3avNnuO5tiCmQqf3oc+G3FsJ8vtLxVRGHBM6GoIFB3KMO1Q9dVfN0BLACLrztBpNZ9GYc88i1LT9GLJalMMBBZOp8aNM0ltRzD5bjVrMggaF5AZ2szVQz6/yUawKInjTqluHBVQRIxdh06pbh0WUGSiviRqLeaVE8sbMfbwZPZYqS8d0GLKaSGYUfrd9Hs9sn8ecll4unvo842OdtmNVY1xsnysRFbeOcG36dvScx2bBegqy7loJDWMo8JuLEM8tgY/+Bjlvw1gyjj4+Jxy+iPLxkXDDtjhf+Z2OjVfhMKv75nJXx1IOGTVM1Pq5fdwaliVstok7RKKqOU6PRglCaH4f+ilDYupAQUxlh0TUKQMKM7Z1lZll2lE0tCwWbxcNLYESIWUE7AVQasOCqjsXs5rBqlkbuLLtLBJd0bIxJF5qYyR1wQFmx/cTMQ4C0lMz5NPoZrrWw8+YwSHD/r7JTvtdd8muEcfVQUbXGHk1r8yqef5w6pt0K6W1WoOR8j+/EtjRVsuOtmtIREyWzHiDBeM2o6nuhfmE2Dbe5NyK55wuf895fd9DjCHSKkNJ7yKqSFqFX1yNqL0CuexhmLZ9bOP4+Jwg+CLK5z3NgsM633k8QaKv8iK1um8uN7dfQXoojXHQSHBz+xUANkKqfGE6nt5hSghCZxbEVHZHDRMzgrPf6iOScb+wujW0NPRyEeWlr6AU8OTEV1kUmcHsA82MFB9CVC+iDogcp9S20yh2I6xsSbquEnZSICIkf85uXtbH8WROLzsn1thGsnNS2XWxhpG9/kAoEjkiTenFvLKzpp/npr2JaROdTIYqh2L6BlV+8+YCfisWcPrETi6a9jz14cp9EAEmROx36AGoMstVxrdoSr5cdRwnZDgJDmV7rh80eoOIH90IzUnksh/DeOdidh+fExm/7YvPe5L6lOCnq5v4vw/GqgoogLs6lg4LqCJpGeCujqU2Z5cv6ZUcp91ihaL8PvY3zNmWJmF6S7u5NbTM24ioSn0FndhU18raWdtL/JGc+uYJTCZGO7mwcRMXJJ6jSW4rCCgvVAionCM7+Kp2mIZR1hCLln8LTS+1QND0QRYt/1bp/LTSOrMlF+5AGxWyHG1eKZFsn3aA303bYiugAFIuH2EtCVsONvK9dR/jX1+8kdePzMesUHtWH9qL3RvSaO3lhuTnKgqoJ1pXcPEjrcx9IM/Fj7TyROuKsnNkuN/mymMPGgeNBBIx/KCxum+u84trj8H3v4L4yc3QW94xwMfnRMePRPm8p9BMuH1DPR99UQy1anFXmHHIsHetdjo+muPpHSYRbDn6Cf6w8+NINPL5JwAIhUJkMu62yLs1tMzr5c9VY+0reCDSzeNzXuaq3Wej5JWySFRUSzE3cZCYubdQgza2kilXJITBX8lW1uoT+X2u8JkX6542rbqVZFcLsYby3XkASqC09Us188q8kmfNqds5otqLjSKDitfaOUHXQIBHt5zL48q5LJh8mKVTnicRKvVuUhULPZAnlx8SjVJyLo9xRt/9FX/bn2hdwTfW30vGLIj9ttRUvrG+EC0d6aJvhexfV6UHDdto1PCrEvB2I9xzK+LMA/Bn1dvI+PicKPgiyuc9xcXs5mrZCZyCl8rWiVo/B42E7fGRSGHaDjuW3mFSwpHMIn695a9JD91bjvCRKgqoYDBINls5cuPW0DKvKYwujB9LX8EiST3LL+e8yNX7zyaYTKNiMCNxhGZtN4qZ8lTnVAkpq3+WQsBSeYjTAjo/tiYyYOaZvfixMtFUhp6CVKlYdjKv7IkmeXbmG+RdvLA8coyOTmBa8Mq+CbyybwXjEzneP+Ml5jbsQBkarC7Sw5G+8QRkimtz/4uawbeqjnnP5juHBVSRjBnlns13looo3V5EHe+DhkDQt28K61+eArzt6hofn3cbX0T5vKfQghnklavh4hDiD5+EjaeU9YGz4/Zxa0pqogDCIs/t49aUnqjaL55ee4elzfH8etttHO6fOeon5eNns1kCgQCGYZSIrJG4NbTMa+Xvhde+gqMxFYvnmzbyt8YuItpmvBaJr9t2NavW3EZnfwuNNW0sX7qSxfOqCJ8KNJDjq+zhGX0KL+aqR4NksA9ornre25Paeal+t6e55AKCoMt2PE4c6dNZ9epiAuqFnD31IEsm/5Gm2F7Unm7b1i1OtKfso6Kjj8uAvYhy+6BhR14X/PrUDt6s6WOcNq7q+T4+Jwq+iPJ5bxLOIK+8Hy4OIv5wXVUxVUxHVC2adRBRbh2nTamz9sCXePXAB7CLUUgH9ZHPF+p2KqX43Bha5mz+IrjtK1g+Wcnkfsnp+zMoqSxzlDcI08uuRB3SpSHmum1Xc99TK8kZhULuzv5J3PfUSoASISU97jJTFbhC7me+FuZBaxzpCv5V1Vq/GMJg/alvcVDr8TQHgExUJ9j7zjh6503Bi62TebH1elompfnU4dWYHtzCm6MHaEuVR0ubo6XRUtv+eXh40BiBJWDDKSmeaWp38yzj43PC4Yson/c24ewxMfX8J+HFOY5ialliR8XaDqBQdOVAJcdpCezq/TBPbbsRU1ZqMFy5cCiTyaAoCoqiYBjei4xyiv1rr9RXcDRCSuZ2S2bsS0Hu2Bw0DOLpJPMzKd5unkbKrN7Tb9Wa24YF1PAcjQir1txWGo0a4wrcItJ8TdnHE9o0Xs/Zv1+VWr/0hwd5dvYbZBibyWk6FiBhI6LceHo5sXtuA2viCn/x888go1myk58hF3+htMjfhpsW3lFSEwUQUlPctLA0WmoJ+7Y6rh80KPy+t042+MWkfWQ133zT5+TFF1E+PlAQUx/6MVwURDy/Al6cO7aFeQxu0925U1m95WsMZJuqnitEdWFkWRaWZXkqPC+SOw43adWULOiQTDg4UCjaGYU21DJEk5I5bXvoaGjhoE36cCSd/fZeTl0Ox0fjxptLE3Ct3MuCQJyHjDryo6Jkdq7lAPubO1jXtNPVPJxIR8v7ILr19BqNBHae3sDbMQshTSQSkQoS2nEVQe1K8lNfJlP7BKj2gq9Y93TP5jtpT02mOXqAmxbeUVIPBSClc/88Nw8a3fXws5n76Qx5a4zt43Mi4osoH5+RhLPIDz0AF+uFmimvYsqDiMpZNfx25y3s6ZrvYYLuo0tFAaXrOrmcuwUrXyVaYUcwb3Fuu6SmrXLtizrCsVwA47vaiOshdtaPw5T271tjTRud/eVeTg01pUXddqVgXr25pjPALWqSR5Tp7BzxfhmjRJQhTF6e8zat+lGnlwq4MyhNhspjXG49vUYiga1nNrIvXHgfpYCeiKR+sPC7KwwFffe5BMQirImtDDb9wra26SMzHi4TTeWMTfzkQoJfzTnCjprqNVI+PicLvk+Uj48doRzyQw8gb/9HuGBb1VTIMIHqaR0pVTa1f4bvb3jAo4AChPdIVy6XQ9d1hKguBg0PtUWJtMUlu3Jc+kpfVQEFpSKqSCSX4YzD+0ko5REZgOVLV6JrpV5OujbI8qUrS47ZzXos3ly6kFwnW1kRSKEO1aQZgWNtUVLBDE+e8YorAdX3wLKhXY1i2KA0tWFB6Xk2L9utp1cRCby28JiAKrJnQvm7IqRAPTiT2Ku3E9tzM2p6SsXXYU+hf55bLAX+eOoAd56zyxdQPn9y+JEoH59KhHLIK34CF+mI5z8BG+ZVjkzpziJHSjg4uITH3/gSOTM2pum4SefZUYxEVUvxGS7EYvOAxZn7s6gD3lKFimU/dxWY1b6Hrtpx7A2W+gwV655WrbmNrv4WGpx259lM+3i8uebSw81aLw+JGRyQhdYvbU09/LF5myuZWcmgdGQ0KmWTPnXr6QWFwuxXzm6iw6Zf0e5mOLvVfn4CgTjaSPToXyLjaTKTnyQffdm934I+CNnynXgjkcDOqXl+OXE/eTe9iXx8TkJ8EeXj44ZQDnnFgwUx9cchMWXnGu2Qzkuak3n0jdvodNhG7hY5xgLmIplMBlVVkVJiWeV1S4575qRkdo9k9v5BRGZsc1AcUnZFGno7iGo6O5uayY8QXIvnPVbV0sBuiR6LN9dIwkLyeXbzkjaVn09rZV1Nu6vrwL1Badamz6JbTy9TwEvnNNGt2ovT3eMtChK1MmIgTHjbnxHSryU3dT3ZxFOgVP6sCv3znEVUZyP8dMZeeoL/jQ6qPj4nAL6I8vHxQiiHvPxBeL+DmAqULhqmDPHcnr9ha/uFVYfetqPF0QX7GPaLkpfdXKZZWCDD4TDp9LEiYbtlU7Ek849KJh4YAMOrw3YpooqIAggZOU5v38f+CdPokl7EWrmM8urNNZrOwem8cOgvae2Yzd3rdvPa9EbuuKiL/nD1qIpbg1IJGApoI95aN55ehgIbzmmkX3EWKXvqDSDg+PPRiJxKcNcSdGUx5uTtDDY8AqNSqcPzDg/Y9s/LhAWr5razO5Ys/6GPz58gvohy4InWFVV3qfiU46aY9kTFzU6uYUaKqTXLYf1pBTE1JKIkgm3d1/Lsjk9iSft6n5Fs29HC08/OxzAKX8n+gQhPP1uolyoVUuXCYqy7udLpNEIINE0jn89jqsfEoG5YnHNYUndowL5qewy4EVFQKNScdngvtbE6WqNRdx5QNilWt95cIzEthe3dH2XjgT+jfzB+bHhF4fw3Jc9tred358D/fl8XmQpOFF4MSjORALFk6edaydMrr8IL5zSSqlIf1xYdWxRIWAJt3zzi+/4H1oTDDI5/GBk8UnLO6P55lgq/n9PP2vqOiinB47FueDc5Wef9buPuwfDkxhdRNrjtIeVTSrGYtrhwFItpgRNeSHndyTVMKIf84E/h/QHEmuXIvEJnZgGPvvFVUjn3DVXXvjB3WEAVMQyNtS/MLfmjI20iUWPZzTU8npTk83mCwSAZzSKWsVh0yCRy1H0kwe0CI1wabBapTfZw+mA/uyZMIVPFU8pJ51Xy5hpJMtfIhrYvsa39bCyrfL9NPqASprC/4PJNcNkrDTxyocU95/RgHKdBaSaml4koJ3IBwdqF9WRcbDDodrHJoRICgXq4mdjhr0JtkvTEX2NEtoIAK1gQURLYNi3H6pYDGFXqnsYq9t9tTtZ5v9u4fzA8ufFFlA1ue0j5lOK2mPZEpNJOLjeLMME8e87dw5p9f0ly6yfI5rztousfCLs6Lm12uHndzWWHkc1xTdtEJqd6OIq9maId3hYY7xEt3TKZ17aHQ+OmcKSicPA+tpSwt38x6w/cSEdfE5VCKFm99E+lYsHytQrLXmzgRxcZ3HdGH9ao8iO3BqXpqLuUW0ZXWHtWLTmbOio7ckhyikS3q93zgEBAb5xI7w3IUJ7s1OexgimOjJP8dNo++l3WPR2P2H83OVnn/W7j9sHwZMcXUTa47SHlU4rbYtoTkePZydWbaebJt79JR984dF0hNySggkGVbNadmKqJp+kfiNgeH4m0qRPysptrNAI4r38cl7wRQ9cCnL8tyDNnDPBCbYerebteYKR0lCjVUucCmNSxn0Q4zq5ErW3LGOfRy8kYETYf+QyvHvwAOcOlgAnaF2hrefjiMxqfXtvI/7k0wy/nJj13FE6Fqxd/D4ZU1i5IeLKgQMChesn0zvIJre6b68pZvGzITIDgniUcuf41ftquMpBynzJ8J8T+u8HJOu93G7cPhic7vk+UDaN7RVU77lNgdNFsteMnEk47tirt5MqZQZ7e84/c/8p/0NFXbJp6bMHKZk0UVaBp1b9mSy7cgTZqm7qmGSy5sHRhs4tELVr0KJpW2jrEbjfXaE7P1HPrhul86PUadEsBUYg6fPCNGj6zfTKaiz8PbhcYzaHnXzF13paaikQZTp0/0bqi7Nx4eoAzjhwkqtoUI7nQFkdSc1n91nf5j40PsXHv5a4FFMCgXlnohDKS234T5PkfNnHJnnIxXIlksLLqSkUDrPEqoIZobSm/ZnXfXG5uv4KDRgKJ4KCR4Ob2K1jdN7fqeDI8CLfeQ2LqOhQ5h7r4lYT0Ca7m4iTq3Yj9d5OTdd7vNqMfAKsdP1nxRZQNNy28g5BamtKw6yHlU0p82dMIvbR2xamY9kTj9uvuIKyXfuZOO7mkhFePXMd/vPQw29oWUin0YJkSw7DQdQXh0JcOCjUCl1+6hZp4wZOoJj7I5ZduKQt7WzYiavbsTSxZ8iCxWBcgicW6WLLkQcdUw3Qjwd9tmsbHN9UTMUaIgxHzm94Z5GvrpzLBitqMcAy3C0zAYVdhpdS5HQEpmdPWysRRwznJC8PUeK3jE9z7ys956LWV7OucjudQETAYcBe0jw1YrHwkzNM/auLs9uobCgBSFYYeqNFZc0YMcwwCCuBtG31zV8fSkibBAGkZ4K6OpRXHktEBuOU7oPejK4UHI8tUCWqLaEh8EFWNV7x+rGL/3eZknfe7jdsHw5MdP51ng9seUj6leCmmPdFwu5Pr4MBCnnzrVgaz9iFpJ1PwXK6QgqqU4ps3t61qrYB0MKystJuryHgZZdnrjUwYcIjAjJp8xFT50gsTeP60JM/XH7G9xK2nUcDBJHQsqXMBTOg6RE0wzM66JkxZLjF6s81sOPRl3jp8BlIe/7NiKuBtjIYuix/+NM7BFoVbLu9hV6Nz2ivtUOPUWxdk/ZyIo3xysxO2tclgtFfUIaPGdjyn4wCypg/+7rugFqIICgaaksGwQgAY+SCx4PvRAv10922w9TNzY91wInKyzvvdpvi3zN+d9x7FXQ8pn9G4LaY9Eam0k2sg28hvd3+Ttp6Jx3WPooAKhjSyGe9b0C2XNgEjqSHItTvGMeNohT35gBCibMEWCC7eGmdWXZAHTj9EflRazu0CE3RI5zVHD9CWKjfEdJM6j2TTnHH4AK3N00BmkVLwdu8H2HDgU3QNFNqtvFMktep1S3ZMarN46P4Eu6Yr3HxZN22J8vfBlBKTUqnT3Rhmw6yQ47hud8LurzFgVPvkiVo/B41yo8yJmn1LFlnfA3/9L6CWRpkbY20c7p8x4ojAyCeoiVyOoh2mp38zo+1b3Yj9E5GTdd7vNm4eDE92fBHl41OBvBVgzYGvseXg+byTi3I2YyAEaAGVvIedfJZDJMqOIBof2Tue0w+ECjusqlHhlMk9Ojevn8qD5x3loDpQ8jM3C4xTJOqmhXeU2ImAt9S5imR2+x661Hn8sP1fSOechYcTbrxsUoGxiSgovK2n7LF47N5aXj1V8PcXd9EdlSUn5EIK4UxBcHROiLJxWuVUoNudsEfC5e/77ePWcHP7FSUpvbDIc/u4NWXnynGd8JffBRtTzwk1+0aJqGMvyDKaqY1eiclOBlI7K74WH5+TGV9E+fjYICW82XUtf9h1A+boveuVcNHkd+Q98jkTVVNASkyzet2L3c600agoXHpkPOftDKN6KHusdveQqfCF9eN4YU6UZ8Yddj0uQNDBnuC4UudCRQSjyEw/VqqLmYH/yf7QzfRnGl3Py62XTaVIlNudbgJYuF3y9PZ61pwF/7i4m2So8K5nYkHCmTSHJ8V4ZVL1gne3O2EHbMRPcW7V5ixbDsNf/Ktj0+vx8X0V5yilQGEOdfFZpLObyeS8/c74+JwM+CLKx2cU7al5PPnW1xlIe28SPJZYlTnUTkXXVfJ5s6JBuLTpdzfy3u/rG8fFb8TQ34E6IPt7CBa/FWPm4SncP7+NrEPB+GiCFc7znDoPhAupx9wgMlNIQVmKQkD0M9P6B/rCS9mTWe6qFsqtl82gQ01UcadbMapT3OkGOFoGCOD9r8LvX6vnifMtVp7XQzqqMxjTeW2Cu8/NdVsZAX0hi0SmdNxliR0VLQ3k1EPwue9DBU+qhvB+V3MtFp9Hw1l6kxswzYHqF/n4nCT4u/N8fIZI5Wv51Y7v8vBrd45JQB0vuVxBQIVCzs82Ti1Q5qcbuG39dC7fUvPfJqBG0tyn87UXpjDdprbGDt0hnecFEaoBRYN8Gpkr7elmiWORooS5hjO0W6gPH6w6plsvm4xq/56OdacbgCLh6g0Kf/h+PaFojWsBBd52wu6Z4G1nn5y1Fz73bxUFFEBc91brUiw+b0gsRXjo6efjcyLjR6J83vMYpsb6tq/wyv6LcYolHW8PKC/XZ4YKzkfv5LNL5c3IJ7jmtToSGeevsut0k3TVpW6YoKXwmQ1NbJwV5bfNld8Lp3RedRREOIZM9w9HnewwFYWRLZRVkWaqeSf1oYXsyX3WMSXr2uRUVZCU/3aMZafbSDacYnLHVQPIoIYwIBYIMpDPVr3Oy07Y3c2wYK+r6SBP2w3L7yv0t6lCUOlyN2gJ1YvPfXxOJnwR5fOe5q3uD/LMrr8gb9cAbQgvPaDslp6x9pAqmnUqQmAYFiNFwoQhu4LxTnYFQ3hJN3lsbTfMeW9HmH54Kj86q420zdZ2AJ3Kve/KCIQQiorMppBpZ/FUxHKoRYtbmzldfYO20F9xdHAWo2XQkgt3lHw24OxlI1WBGFW35nWnW5G2hMnffzLLtiGxFrIKOyOLAiqmBcmYeYwKH4rbnbC7x1uMtjmw5awdcM2PXeekFXIoIo81Kox3sa4AACAASURBVBLn7oHBLz73+dPAT+f5vCc5OjiDH7/2E367/SsVBRRUrptxw/FcXzTrDAQUVM2khiCf2T6ZL69rriqgwGO6ybKPPqzum8uiXV+kZfvNLNr1RVtn63HJAF9bN4VTcvYFz7qDxcFoRCgGagDyGWTWfQ8/Szj/KVNEnknGvzAn+K9oaqnIc2tyCmDaFJffPm4NYVE6ptNON4CMKvmnj+X56J/3DgsogNyoXZdJI4shLUKqRlg9vmfdPfUu3vvztiA9CCgo7KGoC5f6hxUfGArRPTH8wLBtR4vtGFKKEc7nze5v7uNzguBHonzeUyTzMR4/uJLdHXNwu2J46gFlo0PeiR5SOctkX1M3X9p1FtM6O11f5yndZFPR7iWSFZCC6zc2snlalMcnHyp5K3SHCFUBgQjHkekBZCZZ8fU4YQqqbi+MyB2crvwdh4N/zuHB+RQ/f7deNkZAJZAtFTuud7oheeJci5VL+sgq5RN1ijdlzML9VKEQ1gIkXaT6RnMolgcqWD8s3Yy8ZFXZ12H12hVVzWcnJPbTNThp+N9jbTpbKD4/h2g4SzTSDrjr3ejj827jiyif9xTrmIah1zHdxaJbxG3dTIHyQb1dXz7evomdrK/fyfhMDU/NOIMXm2v5+JuHiHdXv95TuskmElUpkuW0u2vh3jDTOqZy39ntpIbSeLaF5aqO0HRkNukqZVcJt5lIISyajR9Sp0+h1foqWcO9r1ReV7GTvdV2ur3VbHLLxwdpC1ZOaSpCYDlszTSlNSyg4oEgyXzWdf1aV6BCUf9lLyIX/9pWQN3yg3tJ5wr+XYc6p3LLD+4FKBFS4+P72Np+wfC/j++BQTIxcYgPnf44K/fOdHG+j8+7j5/O83lPIYVkQ/0ufnHaBton9OBGSXnpAWU32th6SEn6GlI8Mu9FXmh4CykkQasgZnrDAf7vomk8u3ASllo5muYp3WQjosZaOF0/GOCmdZM5LVNoRByQx+YggjHQdDBzyGzlyNMTrSu4+JFW5j6Q5+JHWm0bE4NzTZQTIfYzV3yNSZH1uFXTWd3bM2dfyOLvPp3l+ut7qwooAF1x50c2MCSgoppOwMU1WWGRtysUv+qPyCXlAgoK7Y+KAqpIOhflrodKexo2RkttDsbadDYWSrFiwR0sm/N3xAKHKp7r43Mi4UeifN6TmIrFH8ZtJViv8YGO06jrjOGU3vPUA8pmrfLaQyoXy/PsxDfpDY5qgm2Vfl23NMXZdtEpXL27gyl7e2xn7zbdVJh7+eTHWjgNoEnB8k31vDEpjDpTQQnXYGUGqgqnIk+0rihxM29LTeUb6wvRkNG+UtYYGvQqQtJk/JQa/Rn2yK+Rzle2tcgE3YkcQ1jcf6nF/z2zD8uDttMUFUz3VhApoyDMgoqGqggGDYeUqYD2OsmU7hGT+dizyDOfdRy7rcu+d+Ho4wm91EbCS6E+gKqYvH/WQ8xvfMSLT62PzwmDL6J83tNkNYP/anmdWGOQSw6fQbQ3iJ2YOt4eUG6utwIWL07Zxd7oUdufFyNRIzE0hV/NmcC4iXX82esHCSXLIx7V0k3D2OgQLy1C7NjTmGXjlH5y+iKuzPVQL92n7e7ZfGdJOxiAjBnlns132ogoZ9Ztu5pVa26js7+Fxpo2li9dyeJ5jw3/PMgR5nAr3ZFr2D94GU5ielCvLqI2nGLy9Q8P0K95t3Rw1ZrHhqxlgFVIB0Y03bZuqrVZMqV76B/XP4mcs7bimC0NBzjUWd7TsKWhtKdhSC2tz3P/wCCZ17KZiyffja553Lnp43MC4YsoHx8gqWd5bMrLNIyLcnHb6ejJsZkBykp2407XCMmuSe28XNtasdZdtxFRRTpiQf79ghlccLiP895od2Pz4wpPkawhcsLi5dlp1o7vZHCooDwoQ9xvXc7ccBtXZJ9FtaovnO0p+2iI3XGnWqJ1267mvqdWkjMKNWmd/ZO476mVACVCSghoMH5NTeAP7FVuJZktdwMfDDj/uWxLmPz9iizbatzUudljjtVjYghLSse6qd0tkvdvlYjPrkZOr95I9/br7iipiQII6yluv660p6HKIAUJe6wypNoDQ1NNJ1fN/h/Uhv60G9P6vDfwRZSPzwi6QikembGRiel6Fh+Yg5oZe+PZ6kiOju/j903bMJXqC2jQqvJ1FYL1zbVsbojzsbcOM66t/x1pmew2ktUTzvPcaUneDHeXOatbQ+1qdlgt7NKu56rAZmamXq84v+boAdpS5dGQ5uiBsmNONqGr1tw2LKCK5IwIq9bcViKiigREH7Pl1+kNX8rezDUlrWNSNq1fMqrknqsNVs/oP+7+1DkPqbxqFP2mIpqOYZm83WQgvrQK2bLF1fXF4vFqu/OEgJpQJ/2ZcVXH1LU8V8z5HjNr3UUxfXxOBnwR5eNjw6FwN7+YvYHZqQmcc2AmIu9uhXQTiJJIMokcz7RsIRlwv2VdN919XTO6ys/OmMjUKfV89LWDBDLv3OI8GonkrZYsv5/RwxHh7Os0MkJnCpXHjEU0Bk9huXyOcK7b9pqbFt5RUhMFEFJT3LTwjrJznSJRnf32/kRdDseL1JrPcrq2ngPqzfRmJgClTYglkt8ssrh7qb1lwVioZKw5VgaNHEjJJdbv2Jrvp76nibpYN8FA9XTjsiUPl4kmOybUHKgoogSSRdOe4fzm/0B18bDg43My4YsoHx8nBOyKHWbX3MMs6JvCqYcmI8zjCzeYIYs/TtrK4Uif52sDDq1LnNiXCPNvi2dy6cFeTt9xpHKgRMFT942MavHCqSlerOsk58JI07JpnNxJgn/nWs6P7uaCwTWIUSKiWPd0z+Y7aU9Npjl6gJsW3mHbrNgpEtVY00Zn/6Sy4w011VNJmhhkuvVN+kPnsSf7KVKBwvvv1rJgJKkNC1y1aHnHr5eS7+78L844vJUtzVPp6NCBCQhFIRYLUFeToz7eSzycRB1j0HV8fC87O862uzlTG/dwxYz/SSTg/ffdx+dkwBdRPj7VEPBa7X5eTxzgfd2zmdbWBNJekjjVRElVsmXyPrbGD4457RNwGYkqva/CM1PreXF8nI9vbae20yFapChgI3RGcySe55l5fezSez3Nw05EASAELxqzeDUwmT/T1jN+cHfJ2/ORGQ/biqbROL3vy5euLKmJAtC1QZYvXel67jXWRk7XXiVd+2luukGwZnzK02eY2rCAvgeWIXM6AGZXHX0PLAMoE0IBRSVvmWO+vgQpWbn7WeYf3grApMFB9oYKY0jLYqA/y0A/7CcBJNCDARI1grqaFPWxbkK6uwhmU2x/2bFYKMVVc/6J5thWV2P4+Jys+CLKx8clUkjWN+xkY93bXNR5KuMP1zJ6NS1fyiUHW7pYV/cWluqc9nETadCssdu6DYQC/OjsKczrSnLZa4dQjVGiRnFWBSYWW6ZmeX5KF71kxjyHSmRFkJ+ZFzMtdBofzT9LwBz0dL1TJKpY97RqzW109bfQYLM7rxKaaTHRgrpUBzsiD7Cx5ZMolvBkqTCw+vJhATQ835zOwOrLyz5j3UZEebl+JP9r7x9ZdOjYz+v7jrI/PBnLIW2Yy+Y5ehSOHg0A4xGKIBrVqUvkqY/3UhMZQLX5FawNHrM5KFgW/Jz5jb90tCxw44Tu43Oy4IsoHx+8pUtMxeK5IY+pSzpOp7YzyrCYGl5bJf31aZ6ZsIWsVvmJ3m2kQTXt8y3uGr4OndsQ462LZvPhPV3M3N15TALaLHjJgMkfT0vySrwL00uu7zjYK8fxr+onuDz0JvNSm96RwvjF8x5zLZoAdNOi2YK6ZB9KbnB4Dkea5hTsBPh/7L15eFzleff/ec45s2lGkqXRYi22vMl4w5jF7DZg1jQlDi5xCE0KaVKS/NrSNFcDhTfv7/emb0qAJDRNm5ZSmoQmIYQkJkAWHNZgYwheMN5t2ZZXSdYuzYw0yznn+f0xGkmjOWfmjGyKjc/nunTZeuZsczRzzvfc9/18bwiNzH5zgtFj3U/QalyxUB7FrJ/h7w+/wbIj2bPwBFCf1DlmUSBvhTQl0UiCaASOUgaU4fVqlJUpVJYNURHqxe9NUaKdwKllgVMndBeXMwVXRLmc9Uw2XZLQdH5Tv5VQlZ/rOhYR6PchJaSCOq80bKfH76yBrtNIg2rk3vwyDV8z5oaZhq+ArZAyVIXn5lQTrivnY9uOUzIYz4pEHa5M8NK8AY6oJ9eKZbJIofKCfh4bfLP5OK9SljiRf/lTsE+vYVBvCqZE+1GSw5biraMkPPr/aCqBX9VIGHrB/avhfoyeXMsENZybErXKShazPsAXj/2BGw5tsHytqred47WNtpG7QiSTOt3d0N2tATUIIQiWl3Hd3G9wbvUbBdfP54TuiiiXMxG37YvLWU8+EeOEqDfOL6dvorvxdxyefpSfzX7LsYAC55EGxcL+Ol/D10L0BL08eukMXl/SwHCJypvNMR5edoTvLTx6SgWUmKQV9SAh/pObeankekxh/7xnTDJe5TVNZqZMlvT2cm53B+HedlQbAQVwIpAtZOIjAiqkea1XGKF01VqENzs6I7xJSletzVlWN3OL9ItZ/3NtW/jIAXsLARWoPYVBRSklRwZr+cXWebzYel3B2alOndBdXM4U3EiUy1nPZNIl46lMRnmw5UVmd+/nB5VrUKpL2DB1L7rDFJjTSIPVzMCTa/gKCNjfFKPl0mdob20mNVScIGlpWcrGjbcQjVYSCvWydOkzNDdnp5EURcEwinfwzvCu0cROz59yi+dtpsV254gcKZw/C/oMk3oTyiN9qKni6rtO+Eotx6N6koDqYdiwbruSiSY6SRcnzdzUr9P17+jYxuqWlwu+j9qu43TU5rd4cIoEdvVNAwRv7J/B3s47+PT5PyXotT63Tp3QXVzOFFwR5XLWU2y6JIPHSHHv0be45vAfECPpEYGksTPMn3RdyvbZh9lVUriZaumqtVnpRLCONAiLSFRZ6TCDkRLL8UIEfQNMk48SMA+zq7yU1IWt+PdcQ7wrf2QlQ0vLUtat+xS67gMgGg2zbt2nALKEVD4R5USEAejCw8/0K6j3z2eV8SK+VGT0NdOq2nkcfsOk3pCUR/tRihRO4+n22AvTjIAKat7RnnbjCV621ZElgZ3sLrT+xzt38Wd71zqKyWlIqtHowrpWr1CbnPEktHp0OfZ56R708K11n+S2Jb9nbrglZ3mnTuguLmcKbjrP5aynmHQJAFLy8a7d/HrDd1lx+K1RAQVj9dmqVFiyfyYf2XsR1aZ1BCND8LKtlN+xBjXcB0jUcB/ld6zJvWla3GGXXbEHbULher6GrwA+LU6z71HmyvsIcBiAIU0HVRJf8Ar+md04qTTauPGWUQGVQdd9bNx4S9aYolhfZjIiLBoNA2JUhLW0LLXdZ5us5F/FajYFr0COnG1TyS249xsGs5MG5/d0s7C7nYq+jpMSUAD9SuFWQDE9SUmB9F4hrIrL87Gyex937f51UUnNuk7ryE+mTU7aW0sZbZOzftdKy+V3D87KGTNNeHLLcn659yMYE6Knq5Y9xTc+fxcNVYcRwqSh6jDf+Pxdbj2UyxmLG4lyOespJt1yfqSdr+5+ntCwtXmgEDJLf4QSfq7fcR5tVb28Ub+XlI0xpZNIhVU/POcNX0FTdKb7nqFMfzVnW3FlJBUlIN60CU9wFqkdc/MeTzRa6WjcriYqnwizikaN2yC/1+ez0TuDj6vr8Jo9AAQMk3rDpCzSh2IRDTpZosKZG+WQnkQAAc2bdgwvEq+iEnfYAubG3oPcvfPZoqvCPNKkUnjpldnHV0ybHEMtZSBp94Ag2HqkhgNdd/LnF/2CCv9YjZ1TJ3QXlzMBV0S5uFBYxNQkIjzYspYZPa15tyNsIjj13ZWs6rmYnbOOsiN4zHKZgtgEhwo1fBXCZFrgVSpTzyAMM8fOQAL6BHGXqjqIclE/csvF2HUjCYV6R6JIuePZ+7e+xTsVYXYMiQBP6Dfw8dQA5w+8gBKPFF5pAs8fvM2hIzoUI4ckaTFll97Lh6ao4EBEXd13iHu2/2LSNhD1XUfprarNGiumTc6RRH6RDRAZVvnOutWsXLyJJbXOHdpdXM4U3HSei0sefEaSr7a+xk/eerSggAJ7EQWgSpXFB2awcu9F1JhlRR2HMNNbLw5JfclmFmt/S1j/BULYmCx6rLdrhnqRl76K5rd+T0uXPoOmZXslaVqCpUufyT4KmylbE8VWofHsjcJFfWH+19tzmHM4hBKPIPz506YTef7gbXxlw2O0xZqQKLTFmvjKhsd4/uBtOctGND+27pF5iI1Epfyq8+dV4eDvfNnAMf73tp+dlI+Wz9ApU7IjgVU27XAmtsmRQuVwtNrRfiTwy20X8ePtHyOlv5cNvV1c/udxRZSLixVS8skTO/jVhu+y7Ihz00dhlXObQDDh57odi1lxfCFenN1UVFnMzUdSXdLCuZ4vU6v/F4qwnjWWIR7MU+vjTaAvfRFfZW5kpLl5I8uW/ZBQqAeQhEI9LFv2w/ypuHE4FWETaYqVcO/WZm7eUYGWAjlSEybjEYS3BKdi85EtD2Q1NwaIG0Ee2fJAzrKdgdyJB06RpO0QQh5fwWUBjAKNiM+PtPO1rU+dEiPSxu7siQ+rlz+EV8t2i7dqk9NDM8WK+paOcr71xp2ccCi+XFzOBNx0novLBC4ePM7/3v0rgvHivZJEEc7eU3sq+GjvxeyZcZxtpbn9x8bjNZ18VSVT/B00mP+OV+92fI8bCnmAPEJLNUmc+xL+1kuIH8kWE83NGwuKJrtIVGY9J7PzAMoSGp881ERN54SInzqWLpPJtAAQviAykd+rqz1m7U1kNX4iWJV3W04c76OpBAoiXfNkYWWQIZknlbcoeoJvbvlx3ognOE9TBlIJgqqPmJEWs07a5EhgT39uU2cnxJOCf39zJdfN280VjW9MJrjn4nJa4YooF5cR6uIDPLhvLdP6Dk96G4VubhPRpMqi1unM8tTw1twWOlTrgnVfARE13q6gWIYDDqJcAuKz/oA3NJfkrtwZWfmwbT6MMxHmMQS3tk3nnEMea12o5gpAmYghfCFkImq73brgUdpiuZ5FdcHcmWsdwdzarwzFON6bSOKmnrdtjG4TiZob6+LbW37kSEB9ZcNjo1G2TJoSsBRS03pPsKd8zBOtUJucuNaALnOjl07tKgBe2jOf3Z0z+NTip/F78kdKXVxOZwqm84QQfiHE20KId4UQO4UQXx0ZrxRCvCiEaBn5t2LcOvcJIfYLIfYKIZzZPru4vE/4jQQPHHiZH/3hsZMSUADKJNtplKT8rNh5LtceW4TP4tnGTkRZ2RWMZ/2uldz96AZuf/gQdz+6wXKqeszrPHqWrNmHeuEmivC3tI1EFUJIuLZrKve/NZt5dgIKkBYiChgRUAJh4+/0pQvux69mR6v8aowvXZDrWdRRYp/Om4zjfTSVQBHpqJQTZg718m+bf4hSINUHxaUpAYLxGH7VuS3DroFcET0Zu4rjvQG+ue7PONw/3fG+XVxON5xEohLACillVAjhAdYLIX4LrAJellI+KIT4e+DvgXuFEAuA24CFQD3wkhBirpRy8pbFLi7vAUJKPt2xjU/sfxnVot3GeJymR+zSeU6bBNf2TuGW3qXsmdnG1tIxUeQ3s5/889kVZMh4/mSmrGc8f4CsSMNQgQbJEzFKu+GS36NuvgrDwcSzfJEoOxYNlLNybzVeBz1+ZZ6GtyCRqWFEoAw5nJ2ezfz9nPxdO332EwEm63hvSklSGpR6/EQmeFh5FJXUyGeyMd7PY5ufQHF4CS0mTZmhcaCP/aGg7esZDLWMSCqUMz5ZuwrdEHx/4/VcNvso18/83fgWji4uZwQFRZRMP0ZmYuKekR8JrASuHhl/AngNuHdk/CkpZQJoFULsBy4G3jyVB+7icjJcMXCU+3f/ikCedE+GYtIjVoXlxTYJVlBZ0DqNmZ4a3p67n+NqH74REaUIk0b/K1Tqv7S0KxiPU8+fhE3hecv6lWx8+h6i3fWEqtpYuvphmq8cWc83jHHJ7/Buu5bkQP5oSjEiqnbYx5/un0Z5frP4bGwiUeORw4OgqOmfcZYDN896ylI0TaTLk+sKP7r7STreZ4ik4qhCQRFiVDh5R0TU1MQg39v0A9Q8NVQTKSZNmaEs1o+nrJxUgf20xq1tDU7OrkLw5oHp7D1xJ39+wdOU52o0F5fTFkdBeSGEKoTYCnQCL0op/wDUSinbAUb+rRlZvAEY/209NjLm4vK+MyUR5cfv/oT/u/UpRwIKikuPKBaRqMk2CQ6kfFy1cyHXHzmXqYZGfclmztX+lrCxxtauYDxOPH8MwLQ45pb1K1n3+INEu9PO1dHuRtY9/iAt68elA1WT5JIX8TcW7880kZKUwmcPzOILm4oUUIBUHNbUmAboSZRAedHH16vZz6wr2vHeAkOapEyD0pEZfIoQVCWjPLHpB2g2PfnsKCZNOXq8QGMsfyG+FBrHYtYF9idlVzFCb1TjkXW3s6fvQsfruLi83zgqLB9JxS0RQkwBnhFCLMqzuNWzcc7juRDiLuAugFCVyrdudHVWsWz6v/bFri7WdDR00n2eiVQ9CIc3p2LSI1bpvJNrEiyZG4/SG3iFbbUaKzrAxvQ8h6qytpH2HdmM9/xJ+hWsXDw3Pn0PejI7+qInS9j49D1j0ShIF5zPeQNfcAGJvcXXtqgm3NzRyJKDftu0ZCGkUpyZpTk8AKoHpASHEZ5IHrfyYhzvC+4nlUATCvXDMf550/fx6A7ymRMoJk05norBbo6UTMewSRt2Mxe70OfSpc9k9VEEZ3YVGTweD6qqkkgk+N3OGZSXXOpoPZcx/vYK69Y8Lvn5xrdPbv2iZudJKfuFEK8BNwEnhBB1Usp2IUQd6SgVpCNP4+8ujUBOzkJK+RjwGED1LN8kL58uLsUi6FIFXeFqpuuSqr4ORIHC52LSI1YiarJNgn1anBnqv1NitiCTDfyk+ipeCk3nw5FWruzYglJAAKxe/lBWTRTkev4MBz1YeXFHu62jWNEe6/FE3S7Ukl6MrUuctN0DCZf1VXP93nJUm7exZmAeX+9cznG9jAZtkPtqXmdVuUVPQBsRlbeObURAK4EyzOHCVhbxAnPxnTYYtqMyGWXFwFGu6DtEc+9hev3NVLz7lxi1B9Cn7MXQDiFl4abSGZymKccjgIZEiiNe6wTFnj7rvz0Ub1cB4PP5kFKSTCZJpVKkUum/iZ3DvYvL6UhBESWEqAZSIwIqAFwHPAQ8B9wBPDjyb+bx9DngSSHEI6QLy5uBt9+DY3dxmTxCcMQjOFY1ldkpk9L+E7blRV+64P6smiiwT49YpfOWXbEnqyYK8jcJFsJkun8tFfrzo9GZskQ6ZWYKlefL5vCb0hl8dOAAF5/Yaltw7MTzx05EharaRlJ5E8bD9u1ljPIOuGQd6uZlGY2CECJndt6saIjVe6cSGLLYyAhrBubxd+03MTwylf6YXs7ftd8EkCukLNJ5TuvYzOFB8PjTdVI2M9+GFW202fEpQUqah3tY0X+ES3pbaeg/hmdchX5C1TjhP8G0cg+lBy7FSzoqI9UhjNpDpKr3Yfj3Y8ruU3dMI4T72jk6dRpywrkY0qZhkL8BcyG7ClVV8Xg8pFIpDMMgkSg+yubicrrhJBJVBzwhhFBJ11A9LaX8lRDiTeBpIcRngCPAxwCklDuFEE8DuwAd+Et3Zp7L6YqpKLT4FLxVdcyJJ/BHe3Nul8WkR6wiUc6bBEuqSw5Ql/ouqpHIypyEUtn1KobQ+MWUc3i2bDarB/ay5MQ2S/+gQp4/QwHrqMPS1Q+z7vEHs1J6mneIpasftt0WAP4YxiUv4n33WpIRBUVRMIz0178iofHJ1hlUdeXfBMDXO5ePCqgMw9LD1zuX54goaVEYn6+OLefvNjIzTvhLkRb997oD+WfZFcJjprgocoJr+g9xXm8r4UhnXquCYzXTwEyy65zfcPHxT4y2gRFGCVrbArS2BQCY6MiKdvTaFvTSfRjiGOlL7uRRgDpd0jYhe7m7f+aktuf1ehFCkEgkMAxj9LPg4vJBwcnsvG3A+RbjPcC1Nuv8I/CPJ310Li7/QyRVhV3BAEF/HbOjUTwTbqZO0yNWkSgo3CS4xBuhiX/Brx+zLDvx2TyH6IrGkxUL+Xn5XG7v282Crp1FGX7GvNbbzdQ9bXz6HqI99YTCE2bn5UMzSJ7/OwIty9G7y1ETJquPNzHniOY4nnNct7YUsBq3ElGTmeafaRsjk8OMz0l2lhRXe1iWGuKqweMs723lnL5DBIcHHL/vpKLSb6ajUkPBHoZrYpR0Wk9XU9Cgbxpq3zR8rADA9PVj1B1Ar9yL7mlFyuKL/mu6j9FW20jmHOjqFCJ6YfsDSEcefT4fhmGQSqVIJourV3NxOdNwHctdXMYRUxW2lZdRGQrR1N+LUmRhr3Ba9T2CIgxm+H9Bmf5awRYYHiQpm9txUvHwg/BiAlPm8am+Hczp3uPoxj2cZ2Zb85XPOhNNVpgqqdqDzBfTuOXlRajdxV1qGrRBjum5s+gaNIv6JQsRNZlp/jCubYy3ZPT/HcE80/SlZEa8nxX9R7i07yDT+47h1eP2yxfgeM10kGPCY9f8F7io81bH6yuJKSiHLsRzKD3DzVQSmFWH09GqQAsmJyhUtKYCNah0jkS1Woeb8y4/vihcSkk8Pvn37+JypuGKKBcXC3pVhd7KMPUGTO07gShgxpnBLhKVi2RqyTZqU/+FYuiO+twF8oioDMOql8eqLiA4ZQF39m6nqbcl7xpJcXLpHwAMBTVWg2egHtlXQWrQg6mDiUFV5SuIu3+O7KlCbL4Rtp4D0fy1NQD31byeVRMFEBAp7qt5PWdZadH3r5g6Nitkcmg0vdcxLhKlGjpLYp2s6D/M+b2t1Ay2O3IRd0JKKPTK7MhNpKydRGUcX69/UttUTB9K51y0X3CXWAAAIABJREFUzrS/k8TELD2BPvUARvledPUIyNwHhamdR+isqUcKD8eHciNxdkXhLi5nG66IcnGxQwjaNGivqmVmymRKX0dBraM4iESV+nqZLr9dVJNggKA0GHTYbyWm+fluzVLKKxdxZ89WGvpac3alKyCLbVNjCNShMNpgA6K/ktSADyOZdl2Y+M4XVR5Gmjp9sRoqwyeQN/wIbgD6qhCbboCt8yFiLagydU+OZucJPSe4Mtlp/uOR8QhxNUi1bvDAgZdZ0HuI0qHcmrlTRVvNNKxqmnYvfJEl624+JfsQKKiROtRIHXAlAIYnglnbil61F913ECn78EhJWHjZTTMgUFUVr9dLMpl0i8JdXMbhiigXlwJIITjoVVGrp9KcMCgZ7LK9kdq1fQHQlBQzvP9Nqbl5UsdRaqZoVwtHccYzoAX459rLCFcu5tPd71AzcGT02OMBjbymUxLEUDnewUZEfxX6QAA9bi2YJuJVElSaewHYd0DhknMZS1dWdCOvfxKuB/rDiM3XwzsLYDC7f9uq8j3WoinnMK2jIJOZ5h+jhNbAPA5oszhmlBM34LqBl1nceQRxiiJOVuhC0G1TFN435RDJsiTeQef97YpBTZWiHluM51jaRd8UKcyKYzSl9vNGXR0AhmEwPOzcYmEixTQndnE5k3BFlIuLQwxFZU9Axe+to3loCO/QQM4y1nYDksaSN6lKPYmYRB+5DGVGHFT79iP56PEE+WbdlUwNR7izazOVkTaGg15gOHOIEA/hjTSg9Ndg9JeQGkqXqE8m5nBBxd5RpRVPKCTNMnyqRT3TlB7ktU+lp6gMVCA23wDvLEQOeEZnpRVm8jO++pVyDvgX0Ko10ZYKkjIFmIy6PjSFOtFJcSBcy+zudsdH5LTXYoaO6ml530fLot+zcMP1jt/XyaBID0r/DJRpv+RCdtMZbuKd3rnosjgBnyHTnDhjxJlpTgy4QsrljMcVUS4uI6zftZKnX7+X7sF6qiw8lTLEVYXtpSHKSkqYNdiPmhx7Qs+uiZJU+NtpML6DRx8sKnVnRXlqCLzZRc6xN5cU5ZTd4S3lwYarmZYY4PrkUfz7yzD6g6RiCkgrx6hJHKc3gs84njXWejTEvBkFTC3L+5ArfgorgIEp8M51sOVcZL83r6CSDqf1S6BLreVAYD6tooHOVABDkje01uRLi8EBVaG3oo5wX3vB/RTTaxHAQHCiQBufzso9nFNyDdpQ/ku2Y4PSPEjVJLro20hfJ2GzjphxhCvKj3KChezpb6TYD/JkmxO7uJwJuCLKxYW0gBrv7t092MjjL6Sdve18lgZVha1TKqgxKmjs70QY+ujsPK+WYKb6H5SYexzdc5wIuPJkBMbNNI+9uYSBJ1Yhk+k0j9FTwcATqwAKumdHtUrat5oop7xXgGRx6TbEBFHS0QVzmzQUp4Xs5f3Iq38OV/8cBstg63WwZTGy15crqGzsHwwE7Z5pHPDP45CcSk/Kmy6dclgDPcUbQTHG+ise8ghKS8otI5DjKcqjCjhR3UBBm3cBBxe9ydy3l9kuUpRBqQ1pAfVPSF/azKssEQdPCQLJVHZQW7mfPcNLODGc23DZjpNrTuzicnrjiigXF9Ku3uPbowAk9RKefv3evGaVCEGnBp3hGpp0iU/pZ7pvLZWp5wq2k8ngVMCVJ7M9fyJrbhwVUBlk0ktkzY15RVSloXHxpi4UCX6//5ROSZ8W7EY1rCJOgs7+aqZWFI7k5FA2iFy+BpavgUjpiKA6D9mTEVTpKE4SlWO+WRzwzuWIrKY/NXJ5m2R4bV7Zgew6byHYGSxhSTyGyNNypxiPKgPocDZXgOM1W5ntuwI1Yb1CMQalVkjVJHruPyG9Y26o3uFBCI19L4QZZ77vLeYEq9nSu5Bhs3D/x1Col2g0d4ZfMc2JXVxOV1wR5eICdA9a9wXrsRnPQQiGPB6Wxn7AobIyBovoputUwJUlssWJ0WPtpG03DhA21FEBBTgSUE6LggUms7zv2gZV9rdCbcVJZjVLI8hlz8CyZyAahE1/xOt8hF2ygpg+Ii5OQU7SKxL49FzBZyoK+yqrmZunPqoYj6qucL3zGZICDi/awqzNF1m+XIxB6UTSAuoRpDe7lYwwDTTDRFezhZtH7+ListcYVGbzbu8szDy3kpNtTuzicjrj8BnIxeWDTVWZtZt42GZ8PBWKl3M7O5h+4jBePUFz20HmxIZQHNoROBVwZclo1u9quN9yPbvxKkPl4k3dOSk8v9/egyhTFJyOJIjRouCWlqU5yy6oOIqQ9rky3VAYSlqncNasu42lXzhIw+oUS79wkDXrbrPdziihGBydzqy9540JqFPE/IqjtiIpqip0VdqL6y9dcD9+NbtNj5VHlQm0eyb0VynA4bq3MDXr+ilLI9I84xnsBFSGsLQ+EwIoNw+wrOIVZpW1Y6eem5s3smzZDwmFegBJKNTDsmU/dOuhXD4QuJEoFxdg9fKHslJqAF5tiNXLH7Jdp1TxMb3rGH59XOhjJIVXHu1jcbSfI1Nn5BgoTqSqrI3uwdxmvxMFXImePcW8dNXarJooAOFNUrpqbc62qnWNizZ3WdZA5YtGOS0K1kSSarnbdjsZ9rX6OP+c7LE1627jy48+xnAyXUd0vLuJLz+aLsRetcx+Rpt4ZwW0VLMAWFRXyY5A4fSQk6iawGSKeSDvdo5qUBaswB/ry3nNqUdVT8VUzGJtE4Tk2IJdTN+2KOelYgxKM6QF1LeQ3h7bZaboKU5o9vYKQhpMV7bSWBlke2wJfYncyFeh5sQuLmcqbiTKxYV07dFnb7qXqrJjCEyqyo7x2Zus66ECqpf5/b3MbT+YLaAgq8hZRTKzo5W5gwOowj7isHr5Q3i1oawxKwGnIbO+sMHLtlJ+xxrUcB8gUcN9lN+xJqceqkbXuHCTtYDKYBeNcloUfEG4hYLF0cDAoIIus/f19ScfGBVQGYaTQb7+5AP2G+oPwy/HpvzfsrmCIPl9lJxG1WaVncjr9wWAEOwO+jFtxMXNs57i1VtnsecOD6/eOitHQEnguM963fW7VnL3oxu4/eFD3P3oBtbvWpn1+sHG3yMt/piryvfwzboXaNQGEEgatQG+WfeCbT2U1Eyii/ILKIDAcDTv6xkUM8biwBtcWrUVr+KacbqcHbiRKBeXEa5c8GzeInKP4mHGQC9lQ/bpEWnhA1U6HOXc4ShttU2j/cgm7hfStVE9g/WE89greJHExyWagpdtzVtEXptSOX9zF4WSRvF4HCEEckIxvJOi4FJPjIB+pMAexjjWWcmM2rEoW1uPdSG23TiGQHzvbhiXZtKk4LOb6/jnCw/b7tdZVE3SoO3FSfceUyjsmRJmfhH+URl6p1RjWMwqdDLJQKomHfP2U7crt6edY4NSzSS66BtIb24kbSJKchghJbJQc0fSKT6/3s7lZe10i3ns7GuaIP1dXD5YuJ9uF5cCqEJl5nCCc9sP5RVQgO10exWYduIw8/t68Ci5poVXLniW73z+cn58zwy+8/nLbcVciePefDA1pXHh5u6CAiqDz+fLGVu69Bk0LTuqMLEo+Lyy7UWJiCNHQY4TQPVh66bAduPihTuhP/dYK4c83HzcvlbJSVStyj+AYjp35h5WFdrDDicfjCCBYwFr09R8kwzGs6/pJWQRkxey9l+EgIK0MCqbhEdsldzD8opXaAx24SRK6eJyJuKKKBcXGwSCxpTJ4o4jVA52OxMKBRzJS5Jxzm0/RJ0xuTlqoTxT68dTl9K4YLN9exor4vE4ipJ9SShUFFxf0oNmOLsZZzCloH+4evT3+26/n4A3uxA74I1x3+0WzYJbFyL/MNd22xcdLGFWqtzyNbsp9ePH54b25zt0S9o1wVBplePl+0vD6DZ/R6eTDExNp7vZefQvQ7ECKkOlMTkRJGSKOZ5NLAu/SaknVngFF5czDDed5+JiwVRTYWrXUcdRnFEcFAoLoL77GGHNw/7qRuKm8zn5pWYSlNwozHjqkypLthQnoDJ4PJ6c5rJ2RcECg2b/u5apr0LmoS0HVJYuSvfTyxSPf/3JB2jrmUZ9+Cj33X5/blH5sB/xwz+lkEnCJ94O880rYiQmpE4LTbUPKMN49C4m4sQIdU/Ay5K4DyWVvxZIAkdDIbARUU4nGQDsmbWWqn1/4bg9TlpAPYz0Ws/ezEcoMQTekO3rhc6RagxwQfB1htTpJ9VCxsXldMMVUS4u46jCQ0PnYTSHRpkng09PsaC9le6KqRzxOpNr5XoctFLb1xsSGue9Yy2gnMxMSyQSKIqC6aDH3zlT2hBmrmhwUtczFFdImqX41LSB6KplT+WdiYcE8aO/BQdWBl5T4c5t9fzH4uxITea92p2DBRWHc5zWnRqhSiHYVV7Jwu4ORJ7U1WBwCqk80cRiZonqngT9M09Q0TrVdnujx+cxiC78hqWActLnzzM8CKHguC7SYzg9RwIInmQLGReX0w03nefiApQrPs7t7qDpxCFLAfX8wdu45ucHmfdEimt+fpDnDzrwMXKAAKr7Oji3q4Ogmn92GUB5yj4l0phQ8woop35Pmlb42UolRS07LV9zWtdz6Li9GJyI+MOH4ah1ms6K+gEvK7pzxUVz80Zuv/1+7rrr89x++/2jAkrBIGQcylne6XsBSKgKR6vq8h7X0TJ7I1QobpYowM7m3xQ060wLqIdsBdRXNjxGWyxdAJ7p8zfx8y2kxG9a76eYcwSMtpC5qvI1agPFpRVdXE433EiUy1lNUPXS1NlGQLdPwzhvKCuwK6At9LTvNQ3mtbXSWxbmUCBge2OcaLiZYVpc5dyt9nVbxTSBTSaTqKqKYdh05QWWhPcjbOpknNb1tJ+A5mkqysTwz0S6psJvrswZLtRsd/nuILuvCNGuFJ6i3zyl3TKCVKyTfZcqqJhSQ2l/Z85rkUApCbNw475Cs0THk/LFiEzvpexI7gxKGC+grCdEFNPnr1IKrKxnJ+v2P5kWMi4upxtuJMrlrMSvepk30M+8tta8Agry32iyUKxTck6f9gEqB3tY3Hmccpu6p4mtXwCmFxBQUHwT2IkF5uMJqkOWUZsMzt3fBV0DNbbbASClIr7/V0xM+2Sa7R7Ty5GI0Wa7awbmjdu64M/eqkYreJmTTFX2nuR7GWOfV8Pw5s6+O1rhvPi8GHY2/9pSdEuPQXSRvYCC4vr8laesa/dOxu0fxlrInF+5D8XCAsTF5XTGFVEuZxVCDzA7NsTCtlaCcWezhRzfaGxElGMRNoImJXPaD9Icjea0jilPZt8Qm4ZVFhUQUOBsZtp4UqmUbVpvScXOvPtzah4K0HIwfzJKPHcXRHOPI1+z3fGUGCqf3NOQZw9QV9KHsCnuL+a9jB20YGdZeZavUsxXwrBxCpr6WRAvGSBWl92cOi2gHkR68ltyWPXzsxv329h7TOocTWC0hcyUV5gTjhRc3sXldMEVUS5nFT3KubyufoWYP7dBrB1ObzTCJnpTzNP+eMpiAyzuOEpYjImF0Lh03owhlYXvOrNecOL35ISaQB8e3brHWoZi6np0Q2UoWWG5HbHnQnjX+u9UTLPdmV0+Lhmstlg6zezAPtvXiq1RypBSFQ6F60YF4tFw4eLvk2HXvLHaKOnNCKjCYsRpnz8AoSdRLCYcTPYcTUTzhVAUQThlbx7r4nK64dZEuZx1dCpz+EngO0zzb+fqoe/gS+bWr4znSxfcn1UTBTY3GpvWLnXBo7TFcsWAnTgbjwrM6DhEtT/I/ooqSswkIJkV05i33aF3FYVnplmh6zoej4dUKlPHI5kXsLY0mEgxdT37DwU4b+6EAuNoKfz0Vtt1GrRBjum5heZ2zXZvereMfcsi9JHdJzCoxQr6XBXzXsbTqwoqKmrxxgaIGe9tG5RYqIt49TD+AR/Rhc4EFDjv8wfpaFGFFFg1iZnsOUIIPN4QqUQEPeGsvYyLy+mEK6JczlqOinP5YcljNJf8gcuj/4ZHH7BczvGNRlhHohyLsDwE4zHObY/RVjudJYOC+l3OBVSGyTSBHW91MKe8vSg3b6f0DQgM6UMVI0JDgvjvL0IeQ9Jim+0qCD7zh6k8cslhzHEJxIVTDvFelOFIAMXL3kAFRuUcujyFg/52aU1p85eeuHziip1c3PkHVD1S1Gfj5llPWYomKyp0gx715G8biupFqB6MZIxUwk3fuZy5uCLK5exGCFq4lJbQJSziVZZG/hPVGMpZzNmNxvrWVczTvh1K0I9vupfG6iEW7AwzQN/I4QsURRn9EUKM9sCTUmKa5ujPxL54TjAMA6/Xi5EcokFsL3p9pxzvCjO9Jl2ILH5/K3QE8y6fmYWXb3beREqTGh872MBPZx0D0jYNJUX0/LNCKn50JURclhIxQgwkggwkAsRNHyDwKpLLk6/zzws/elL7ccL/GfgdO6tVDKOOsCGoSiUpiQ0gjMIzAp0SjMfA59xqYiKaN4hhJDGNJLxHNWIuLv+TuCLKxQVACHawgp2ly7mA33Le4H+jFOEknt6GvUgp5mk/gxIM4GnyoNUPovjjQJx32j+LNOaiaUfR9QRSSgzDyGtHkHOYeYRXRmyNF166rnNe5UGEAwPOyXLoCEyrEYi2JuQrFzqKpDhttjueBcf9LKqvZIe/l3kVbQ5auglMxY+ulDJsZoRSCQPJAEnTSyGzyOt5m3ndLdSaKU5Y9Ew8VczWh1je/i7Hq6fRoSh0a9Ct+SBQg9c0qTUEU+IxPEMDJ2VvqcajUFZmabppj0DzhdATEfSk2/rF5YOFK6JcXMYhhcZmbuadshu5XP6CcwZ/hrBpKjwRe5co5yihAJ7pGlp9BMU/DGSnz3Z2XIUQKiXeixnU101qH8UKL8WEobBgf1hDMwWaKfBIBc1URn9P/4BqgGqCYsj0v6ZEGCbClAjTTAsxKcE0EeMiY6YU9Pc3UPmDv+C9drG+ZVMFh66MUEW6oFwikEoJqRGhNKgHR4WSLgsboNoR0gzOiaWjd3/d8hJfOedDp+T4c5CSf9jyJADVvW10VGUXsScVhaMKHPWEIBSk3JRU6yah2CBKariosy2AoCmJqYXXUlQPiupFT8bQ3ZSdywcUV0S5uFhgCi/rxSd4q/yjLJc/ZubAr/K28wCQDvrmWaGEAniaRoSTz77maChVxsBQ2uVbMIVQcBrRWOHi9JPlQ8enMnt7Fd/+qwOnWN+kNyakRDGhT1by33cMIqVAkelXVSkQElQJSmZ8wu8KY/9XTYEKiMxrMr2NzP8V0v9vMhR2DF1CfyKAwXsTIfpQ8rXR03VZxw4qmq+nTzn1l9yP9rdSN5xO73oNA7/qJW6XKhOCAVUwoCrgq0Q1TaqloDKRwB/rR5iFhXXYhFieLkWatwTT0DGNJOYpTCW6uJyOuCLKxSUPugjwivgs3vKPc638HvWDr9jriCLSXUppAG+ThlqXXziNZ2fPnzBexSjmIhSlDdPBjW+ylOPnwoMBBIJFRxeyY7p1q5eTQQoBquDD2jYOTp3NU0NzTvk+xiOQ/OQPP2KrZzk9WFslnCzV3iTTI63j9glfaF3HA7OvOaX7CUiTz2/PtqmoGR7iiNfZpd1QFDqAjhI/BGoJmJJaE8qGomhx6wL10mQcPBPNRAUef4hUPIqezK0pdHH5oOL6RLm4OCCplPJb9W/4Sfn36Cy9xDImJQuIKKWsBP+iUkI3QPCqYTwzItgYk1uysyP7BiyERihwkfMNTIKPb6tBjNxK//ipyxDyvUm13ehN4RXw18qzlCjvXe0VwK09+6mJD3B15DdoeerYToYPDf02Z+zaY5sIFYhWxt5cQseX7+X4n3+dji/fS+zNJXmX//uWF/FO2GZl34niDxhACIZVhUMehW3lZbxTU09ruI5oeQ2mNpbW9A2NpeaEoqH5goAkFY9w8gltF5czCzcS5eIC7NpTz7o35jEYCVBWOsyyK/awYF5u24ohJcxzyv2Ul3dwvf4vlMd2jD2tW9ROKWUleJsUtLoowjv5J/RhPURfLDdqImQNJSU1DA3l97pqaVlalEcUwNzkFBoGxm6egYSfy7dfzBuL/zC5N2FDUNFYah4DAV5h8g+Btfxd7L2pHyqRJp/d+RwAXgyuF5v4rcxtwjyRYs5fky9KdaIrZ1wAf3H0Lf5p+uWW68XeXMLAE6uQyfQ5N3oqGHhiFQDBy3INKOfoQyxr35YzrgJlio9B8+S8qaQQ9GqCXk0BfzWaYVIjBZXxITxaCYZMp+z0hHOPiPW7VvL06/fSPVhPVVkbq5c/NDl/KReX0wQ3EmVDy/qVPHn3Gzx2eytP3v0GLetXvt+HdEawZmAeS1vuon7337G05a6sXmanK7v21LP2pcUMRkoAwWCkhLUvLWbXHvsGqgPKVH7u/UeeLf820cDs9OBIWk0tD+JfHEpHnJYP4WmKIiZfn5w+xp5bsCtI0uQSRJ7ZUi0tS1m37lNEo2FAEI2GWbfuU7S02IsHgeCWzblO4tc8fz6amb+GqNjvzq1qT9Zkr6uUHczzvjezuP7fPb/BMy5yM3/4XSo9+et2ij1/N0Z+ZbutD7VuIGATjYqsuXFUQGWQSS+RNTfmLiwlX938Y9v91A5aWWKeHLqq0KYJjpdVoMevpV8WFwVdv2slj7/wEN2DjYBC92Ajj7/wEOt3nf7X1l176vmP/1rBN779Yf7jv1bkvTa4jLFm3W0s/cJBGlanWPqFg6xZl9sv9EzHFVEWtKxfybrHHyTanf6yR7sbWff4g66QKoCTprCnI+vemIeuZwdldV1j3RuFj7tbmclT/kd4vfxrsLCR0A1QsiyGZ7oz4eT0IrOj41rbbQjhozRon/bZuPEWdD07b6jrPjZuvMV2nRXdtZToudXDHlPjptevsl2v2O9Og+ZlJrkztx72/JhCqaFiU18LkxEu7tydNSaAlUPP591XMedvgbebUmnvvK0h+bN267YmRs8Ux+O39LVSF++33U9pbABhY/4KaUFz96MbuP3hQ9z96AbHQiaoepnZ3kp9chsH4p/kkPIVDOl3tO7Tr99LUs+upUrqJTz9+r2O1n+/mMxDlkv62vblRx/jeHcTUioc727iy48+9oETUq6IsmDj0/egJ7O/7HqyhI1P3/M+HdGZgdOmsKcbg5FAUeMTWdw3xNKNIX7S9f9heJytA84vMnE9SG/U+gY7itGA32e9TDRaWdR4AA9X7J5YODzGRevOIZiyNsMs9rtzKzZ9CZUBbivZb3sMmdSX0VMBiNHUl52QEkj+z+YfWb5Wafay0GvfD9Dp+RPANZFf224nw6r9r+KxMD5Vw9aiaOJ4QJp8bkf+nocCCEvry/tkI0I+xUNzW2t62/H0BIO+eD079G8SUS7Ouy5A96C16OixGT9dOJmHrLOZrz/5AMPJ7OvEcDLI15+0brx+puKKKAui3dZf6mjP6f1lf78ppins6URZqfXsOLvx0del5I4NB7nu7cMcqy8nlqzie5v+FUM6E1JOLzK7e1ZSyFtACIFXudDytVCot6jx1Xumoua5NAgEtzx3veVrxXx3Fns1KoR9Ku1u5TnbIvOiUl/A7Z27CSftI0QrIr9CtSkyd3r+LvIcxk/hKf0eafLxrt0546Wr1iK82dYEwpukdNXarLH7Wn6XU0xuRW1Ph+X4ZCJCqlA5p+MwmdiklhpAk+nvhykV9sfv5LB6H4a0nylRVZZbYwgQthk/XTjZh6yzlbYe6wbrduNnKq6IsiBUZf2lDoVP7y/7+41d81e78dOFZVfsQdOyi2M1TWfZFdZu2AK46mgvn/ndHsKRdPHu4eoQALFkFf/lUEg5vchsP3FdwW0BCFFCeWhBzvjSpc+gadlFxpqWYOnS3GjGNKOMWV2Fpww272qkOlaTM+70u6Mg+LB5OO8+PMLka4EXLF8rJvVVKg3u2P2bvPvyYnCd2GL5mpPzpwrJZdGX8+5jPLfvXYs6IYUYvGwr5XesQQ33ARI13Ef5HWuyisqbUzGubHfWfsevJ/BYuKQXGxESCOZ3tWVFzwTQxI6s5XqHp41EpS6w3M7q5Q/h1bInV3i1IVYvfyjf23jfmexD1tlOfdg6ymw3fqbiiigLlq5+GG3CTCrNO8TS1Q+/T0d0ZnBfzesEJkQW8jWFPV1YMK+NG6/bRlnpECApKx3ixuu2Wc7Oq0/qfO7VfVy460RWbOiEf+xm5VRIObnIJPQAPRHrdJIV0piFZ4KHT3PzRpYt+yGhUA8gCYV6WLbsh5azyz622fm+bv3JtTmlRE6/Oyu8Bj4H9gLLlJ3Mtygyd5r6AvjqrufQHEy9Xzj8DlM8uTPNnJy/5couPDi3ZvCbOh/tPZAzHrxsK1O/8RAN37uPqd94aMKsPMk/bLEvJreiJpkbGSs2IjSvrxufkXteZpm5nx9TquyPf5Yj6j2YE1L7Vy54ls/edC9VZccQmFSVHeOzN9172s/OK/YhyyXNfbffT2DCdzfgjXHf7c4br58JuBYHFjRfmf5Sb3z6HqI99YTCbSxd/fDouIs1k2kKe7qwYF6bpWjKoAEf3tnO7GO5N+mUIpj4TJoRUp+56C9RRdxym/fdfj9ffvSxrJTexIvMnr6bKcYmXAiB33MxqdRrWePNzRsLWhpcOlhDecL5JWFqe5hZ3bM4WH1wbD8Ovjt+ReMy45DjR7iHPD9mZfIvkOPOQ+mqtVl2AGCd+jo/3s+SbvvaqvEI4KNDz/MDT27BeL7z51ck5w+9mTP+/MHb8jadvnPXr1hzxd+kzUYdsKr3ILXxgaL2Ee5t43hNdoRp9fKHePyFh7JSenYRoeZIhJKk9ee3NvEu2JTO9QzPoF95hFme/yQkx2wYrlzw7GkvmiaSuS44sUBxGWPVsvTn8OtPPkBbzzTqw0e57/b7R8c/KLgiyobmK591RdMkmExT2NMbyYJInGvfOozHtI5mtNeEsBI6sWQV39/0XT5tI6ScXGS2d9xguc98vlYKpZR0yASWAAAgAElEQVSFZjMYzY102OFF5bptpTnjawbm5RXFt/x4Od/6m4NZb7/Qd2eV2k+eriE5ZIrMfzLUPDqWidBE1tyI0TMFNdxP6aq1WZEbBclXiozchM0e5nu72Z2scrzOdfKtnL/+8wdv4ysbHiNupAVyW6yJr2x4DGBU5ASNFDcNHuW35dML7iMgTe7a8cui9+GRkqDqI2aMpSMzIubp1++lZ7CesI1f04x4krIh+1S8L9GBCOhIYX0bMUyVlsTnqAocpEH/Dkqe+rfTnUIPWS7WrFr21AdONE3EFVEuLjYEpeSWtw9T05+/9uFQfbntaxEHQsruIpM0fHQN5t7MM1OuMzOGMlOuYeypGeMcVPUohl0PtQmsbK3DM8GNPGNZkZlxmbGsgLGoY1kkxPkHz+Od2e862k+N5mUuudG8Netuyysm/1p5jmeVv2XIHAtfBS/bamlCmeGOju1UpHINTgtFb66L/Ip9/jsxHJhvl2kGc2O5rXAe2fLAqLjJEDeCPLLlgax93bXjOV644i+zomxW3L8vt5jc6T5qogO0BrJtCApFhOoNQXgg1zB0PAKoYz9t5JulJugenk2f8i1me/6DoDz1bYNcXN5P3JooFxcLLm8f4K7f7SkooACOVtjbAcCYkHLqp5Nhb++HsYpwOZlyLYRK0Fd42jlAtSxh0bHcY3NqWXHTzy5GsZlOP5GPieM5Y06sHvIVmVsxRRr86d61OeOZ6E1brAmJMhq9ef7g2L686Fwr3nG0nw8lX7aUP+0x60kDE8fL9WGuilrPosswNxXjio7cYnKn+5gy2EMxKeGw8FDXfczRsrPlJkfLGabGvsT/wzH1i5jSfXZ3+eDgiigXl3HU6gZ3/b6FS7e1Ob7t9GiFk1OTEVLbTtxkOe50yrWgglCwseB+PrEld5YdOLes8Kd8XL3ZupXJeOZ7vVST24rEqdXDMmUnC5w4mUvJP+xYY3lxyxe9Gc+i4c2UWxSZj6fWm6AxdcTytbqgjf+Vxfhfbv8l9maf9sXkTvehABUWs/SsKFV8NHUccrQsQEPSekajtcO3oGt4LjuNRxgSrseSywcDV0S5uJDuN/ZHe0/wpy/vIxQfu3kWamMT86o47RwWSVbx/c3/6khIpXQvnQPW4qaYKdeKuQhFsRd5i4fChIesIwPFWFZc8cK5eA17awQBfMRstXytGD+Zhz0/QhSYaXdxvI9FvYcsX3MavRHAyuFfk0/cfChmb5vwpQvux69mCz6/GuNLF+TOTAono1w6bO1F9Se9B6iZUEw+mX3U9uXvrZhe18uc9oNZDw/PH7yNa35+kHlPpLjm5wezInYAwfghmGAcWsjhWzc19ib+muPaX2PIYqrjXFxOP1wR5XLW0xxL8IWX9jDvUPaNzEkbm6MNub5E+fpsRRLVjoTUvv6bsEvBFDPlWggPoYB1jzMVwR+/Y1/PVYxlhSZVPvzSNbbbWuaFgI2lQTF+MrXKIJ/I42SuILk/TzF5MRGiaqOLc7x9lsvP9EUJm/b96W6e9RRfu/wu6oOHEZjUBw/ztcvvyqpVGs9fb38mR4wEpMlf7LCvWypmHyXxGKqwFyyaonFO+6GsG4KT1KeQBhUyO0XrzOFb0Dk0n13mIwyJZlxczlRcEeVy1hJA8olNh7l5/UG8FlXETmqCDk3NntHmpM/WmJCyj9xsO/FHtq8V42sFIGQNJYHqnPGb2urwmfaXgFXle/hm3Qs0agMIJI3aAN+se8F29uV5b8+mLJEryrxC5SrDvsamWD+Zv8rjZH7X8S2U6dZT8qG46A3A9ZHnUSy07A2R5233keHmWU/x6q2z2HOHh1dvnWUroADqhvtYnMyO8P2vfWsLOpM73YcAqmw2JYTC/BPH0CaIOKepzzlic9bvxTh864aHvYkv0qZ9Aemwrs7F5XTC/dS6nJVc3BnhrrV7qOvJnb2VwUlN0PFQthBy2mcrkqjmBzZCKmV66Oifmvf4F8xr43OfeYUvf/HXfO4zrxScfq1yPmJcZKscH0sPFHZVX1W+h43Nj9E2/5tsbH4sr32FQLDqF7ntYD6iRVDzXGlWLXuKb3z+LhqqDiOESUPVYb7x+btsZy16hMk/Bn6bMx42dT62/5W876fYCJGPFCuUbVlji7wnCEn7z81k+eKOX45Go85Jxbi8Y0eBNYqjusf6MzK/pxOvaeSMO019Tk9lF5cX7/AtODF0LjvNRxhmps0yLi6nJ+40CZezioDRy6ffHKZisLBnTYM2yDE9N7KSqQmSwICSrQ6KeQofTNTwg83/yp0X/hWqGCu43t93A8XMpnKCInyUhc5jIJq2BPj4ttosUXWqmHlgKvWD9bSNuF9Xql4WUXimV7F+Mlcqu1jgvZpdmYJ0KfnHbT9z9I5unvVU3qjQRBYPvc3bwYUM6ioCuDrifJZgMcyIdjJXH6LFU8JXi/S3coLP0PGrXuLjbC/mDg4QSOUW+0M6xdkWa7IcH0/Z8D4Y18Zw2RV7siw4wJnDd8rwssf4OzyV74JryeRyhuBGolzOKgZrD/DoXf/GtksPYSr5C5QL1QT1lOVGkYp9Cs8IqfERqW0nPpz3uCaLNBrx+8ppTk6hYcBbeIVJcuuPV4zWY39MaX/P9jO+yPzKoS7mDjibll8sAlgZ/w0gucTTis9Bk+HJ8sWdz3Frz37bYvKTpWZ47HM4czhO6bB9U2anqU/VjBMwx2rHik03AyBMlLqdRJb8b/bVvlTcm3JxeR9xI1EuZx3xQIJfXP8rnr1a5dqNy7lk3XzUZO7zRKE2Nocbc4vKJ/MUPj4iJU2Dtj7rRrDOSQsLqQAqmKqJoZnoqoGpzWZJ3z6Oz+3Dk9TQUurIj4KiC1RdQTEEwgBhpjdVbMQq3D2Fee3noDe1UpfTEOfUUasMcntJC08NNXPPOz95T/aRPpOCKrOLxcFOLoqsR/d4MRUFqSqYioKhCAxVwVBVdEVBV8XYjyJIqYKkKkip6RZBSRVSCiRVmf535CelgWb6uHV9kt1VdXgReABNSjwy7T6umSaqaaAaBoqpoxg6wtTBNEAWsuyEir4THKmtp0GXVA7aF8bDmOt5PmPSDLPFO+xgxejvTh2+VV+cVOPLRKasBTWTUrRuLu3icjriiiiXsxbdY7D28lf53SWvcdmOC7nm5aV4Y9kzmPK1sTlSHcoZm2yfrcFEDT/Y8q9c1DRS0yMkUgGpybQIUk1SmkFK00moOnE1xbCaYFhNMqQmGVKSxNUkw2oKQ5i22cCrh9p466otHA1GCpydMYQh8OganpQHX8qLL+XDl/TiT/nwpXz4k/7070kv3qQPX9LD3ANNVFXupU9N2zSkD0eCGPm/kAgJCAHj/bpFerlMO7lsO4Px4+nfPy3XE+yTdE1p5LiqkVQ8JBWNhKqRUDQSioe4ohFXNeJCY1jVGFY04srIv0Id+V1NL6eo6fWFiq5oWX3tLvFvZxu5BfqTJ/eP9MevLWPm1rkcuWEbQ6OzGccvpwI2nk8jIkozJRrpDJsHMSLAwCNNVNNkVomfyuNHHLRkdp76nGFsZIe2ouByIweKVtFJpP6nJIN7Ha7j4nJ64oool7MeqUo2nLeJDYs3sWj/PD704nJCPYXTXR1+65tZMX22FGFS4h2gTD1A0NzKv4gm3l38RlHH7xQVuO7oOjRhcGyxgnR0G02fn6SaIulLEcNZQfUFXSoluwQHHZo8ThZF85IojfCZRX/ynu6nTDUIyx34PaXEdecCtBhKUkEuXHcOCoJZx6/gYOP64jYg0pIzpQpSYBEDVBFC44p5h9EW6pgpMAd9GD0+jB4To38YjNwCcyeE4zsh95ki+/AUE1G3jf6anyI99j35XFzOJFwR5eKSQcCO5j3saN5D0/FGVr54PZVHSyzTWSlFTCJRJfFrcUo9xwixnaCxGQ996ZyRDl1ljbzrnUeJ5mVId9bzrhhuiB7CJw2Q0NxTwr6wA/fvSaBKwZVbD6OY0Dl1GmaBafong5Qmi/r2UVOzhE6bRrinYC8s0V5DCEYEVDp6dqpZ+etrUUY+a9O2LaG1fgPSxsphsjQ2CDRVR2ilKERQwgm08FhhuZkAsz+A0ePB6DEwBody/Kus0FIDaHIYXeROoFD9wyQbXyBa8cpIjtjF5YODK6JcXCw43HCM79z5fap7wtzy0k3U75uSJaY6qoPkn0En0RSDkLeLUmUPQWMLfrMVIUyweNiXCL5bk+51l9BPfeGyB8myY2+N/j71aJTWSg8p4dRv3TlXHUrhGblXNg0N5TS/PVVovhB6Il0YffvRV/n29Os41bMaARq9MUrFmOO33xMknrIvyJ4MlcNh5m2fPvq7YgjmHFlBy4xTV2QthKCpOl18L/UIKL60ahqH4gOldhitNv2IICXIYYHRNyKsepOY0dzHBwE0sYMDLB0ZkWiVbQzW/5RUyYFT9h5cXE43XBHl4pKHrnAPj338x4SiQT762o3M2VqHkIJDE5zKhTAp8UYoUw8SNLdSYmxHFXEwSf9A3vv77+svJqalxYaBJKR5iZ7CaNSH+/fhYSwKoADzjqtsbzy1IipgaizZNzZLrmKwh/bQzKxp9aeKjIACaBjqYr4xxG41mGeN4hHAPPFi1lg8FUUg8qZDW9avZOPT9xDtridU1cbS1Q/TfKW9+/iqn1+bM9awcx4HGl/D1E7N32hag0DTxh2zLJy6EwJEiUQpGcLTMLKaBBlVMfoC6N0KRl8COZxglrmRg54LEPVb6Kt5GrRT76Xl4nK64YooFxcHREMxfvTHa/Be5+GP3ryOgUAlVYFOQuwgaGzBI7vShdKZ+10RAZG4r4xfl87KGos5EFCxN5cQWXMjRs8U1HA/pavWErxsa85yASSXduQ2ig13xwnVB4gq9g7fxYqBm3b2Z711Aczsbmd3RTjve1m/ayVPv34v3YP1VJW1sXr5Q1y5wH4/mq8UPZFdm3Rr6+/42pxb8ibanJ6zDPP9x/CRe368WpCEbh2Nalm/knWPP4ieLAEg2t3IuscfBLA8dw0DjUw7lNsnUZiCeYduZNecX1vup5hzJoRgeu2E1jZSR2jlSL04OwUhQJQaKKVRPCPBM9OAmUf6McruJ1J2aqN0Li6nM66IcjnrKUYoJP0p3rhyHYv3/55gYlxN0SSzSBJ4tH45CJEzXurxEbExQoy9uYSBJ1Yhk+kCeKOngoEnVgHkiIKPdm9DtZEW8w6k2GTTuqxYMRBOeZnV1p8zXpKMM0Xx0m9aC8P1u1by+AsPkdTT++kebOTxFx4CsBYFQskRUABl+jBXDnewLmDt9l7MOQPwCkmTXG/5t03oUYRQkBb1Xhufvmf0nGXQkyVsfPqe3PMm4U+evNryeAFq9sxkb5MHw5Od4i32nE1rBM3CFTAtoBTg5GqVFAWCzy/nb6IVfPsLTxAN5a+3K1acu7icrrhmmy5nNRmhEO1uBJRRodCyfqXl8tWpEAt2RjASMfIpp/W7VnL3oxu4/eFD3P3oBtbvst7evqr5HPdZt5exE1AAkTU3joqBDDLpJbLmxqyxUkzO795pu51QTKc6ZZ0CyycGcvj/27v34DirO83jz6+71ZJ18UWSTXzD2MFcDGSMFzEQbIcNLDbDJAZPcDmuZZ0A5U2KmQ3xDjdPalNbNVyTobZmazaJBxLY3QDryZgxJJMwDCTYFDeBIcPFARswvmIj+SJLsi4tnf2ju0W3+u3LeyzRkvX9VLnUOm7pPf3zK/Xj855zXidd9Wr+FYmnfvxR3r/bsPm2gTCQ1pOo1obNtwU+P1aRf47V0l3PKZYnMJZas7T58dcVyXPTZEmKR4L70d4SvM9Xe2tu+xkfn6GGlvz7IpkzzdvxpzntYWpmZpo1pcBGpJH893DcuGWlmr79gaav6FXTtz/Qxi0rg5/YPkPW0qCKrohu/vFq1XTkv6VQ2J85YCQjRGFMCxMUJvfWaN7bxwaiU6wqeE13epSgpS35JpEeJRgcpPqiFXqo/gsF+1dXEfwG19ca/MY7uP1rB14tOkh2+nvBowZhwsBpnXFNbst/WbDC9WtqX3BPWtqCj9Ma0B6JVSrRk3+uTdz1adnh4H29Sq2ZJE2KJTTZCu9h1N3XqUjAisDaxuAwWdswqN1Jyx5dWPAYktSwY7oqurNDSZiazZqhgvcuVP9xKZp7Lm/cslK3/Hi99rbMknMR7W2ZpVt+vD44SP360yBacTyim3/0DVV3BofMUOEcGOEIURjTSg0KyQDVnhVIEl3B+wWVOkrw/6YvViKSvbnnYMd6uwNDULQh97LZ4PYG9enswzsKfn9Jqux1OrWjLqc9TBhY0px/pCntcy17FLXc19s4Pvg4DQHtLuBGuYP98YHXVRdweaqUmqWOoj+KPlP0OJIUi+TuJ9a04j7F4tlBLxbvVNOK+7La/t3756u2I/s8CWIynfveV7PaSq2ZRUwzJ5dwO5y+3CB99yN36XhP9ijl8Z4a3f3IXdlPTNRIb52e1RQ/HtV3f/RNVQUEqTDhHBjpCFEY00oJCkEBKq2iMjd8lDJK0DJ+ul6vPqW0PgaMRtUtf0oWz55jZPEe1S1/auDzFXtfKHmq1qwdbQN7FKWVGgb+6FBMtd3Fw01E0mntuZOOVyy+V/FBK7nisU6tWHxv9rEra+X6i69UM0mr9r2Q015KzSRpVmWbauxQ0eNIUk9fp6KDNhSdu3CTFt14u2ob90jWr9rGPVp04+1Zc34iLqIrfnFBSceQpAk7J6uy69PRolJrNmumU7RwTk9xslj2ubyvdWbgMwe328uXBe6lFu+Mau1PvqnK49lBs+RwDowChCiMacWCQmOBACVJvQETnIuNEiT3hPrjkvt4rLc7J+DUXPyGJqzeqGjDYUlO0YbDmrB648AE6WmuV3OO7Q74bsGiTjq9NXtUpLQwYFq8tfgoVNrE9kMaF81+U104b5NuXHqbGsfvkalfjeP36Malt+VMkM7c0qCY09t26dRBeyAVq5mUDGBnKntLg2Iiyk0pcxdu0qq/vURrfj5bq/72kpxJ04tfv1hVvfnnIg1mMp237eqBz0upmUUimtmwt+RjDOwdlTKtIfj8yWp3Ebln8ofByvao1v7kelV2fRo0Sw3nwGjA6jyMaek3t+YNt6q9dZpqGz5dKdTYW6NzCgSotMxNH6XkKEHmyikpe5Rg87QmtcfCbUBZHYurPZEbCgKX5zuna3c/F+r7S8kNOHfWx9Vjn64Em7twU8FVU4t29yneH2737tmf7NM79Y1ZbQvnbQq9pUExKz/6V903+6qstrw1Szmv6kNVKNxmp739XYpFKpXoz78QIFNFf4UW/fq8nPaNR8/Ke7NrSardM1HVZ9SrsyY5SlasZrNn9pc4CpUhY++oO1at0y0/Xp91SW9cvEN3rFo38Lm9f6GUKHyLpKpjMa39yQ36m289qJ7K3oI/c8BoQ4jCmBcUFEoNUJJyJjqn39g2bL5NrW3T1JCxh09XZZ1+Wff5nO9RbP+i9kS3ohZRXwm3UJntujWj82BOe7F9hSKSztoT0b8FX8XJUdUf1fnbcufbPPnBSt2/9S7t75ipqTW7tXbBuqyb2I7r7dYki+uwK20DTsuzpUGx1zO5+6jO7zmi1+P5V79lvZ6I04z+l3PG50tbjl96kFz63KWK9Wf/6t149Cz95f6lOu6SIzZ7EhP0l/uXStJAkDKZznvnq3q56aGix4hEIpoeMJK0cctK3f3IXdrXOlPTGnbrjlXrtHxRxg2GXUIWGy+XaBtoz/t8J7l/+nJJPyNVbTGt/cn1+pv//KB6KxNFwzkwWhCigEHCBChJkutXNF6tvowwFTRKkG9PqFL3L6qMRNXZVyxEOX3to2dzWkvdV6i+tUu106vVHil+Z8Ar3mnLuZD15Acr9b0X1qurLzl6sa9jlr73wnpJygpSMw/s1OEppU0kjlRUZdU2zOu5eufT+v0Z15a0C9L8+MuyQWGo1L2yEv09qohWqbcv/wpFKXWT4efPyGm/++DigQCVdtxV6O6Di7NGo8Z9XKu6Y6foWN2Bgsc57dREzihUerVdemQpvdpOUlaQcok2JW9X3aflix7LDlkZ7PDnpbbc7TnyjaiNO1qhtX9/g+5f86B640N/uyGgHJgTBWRo7K3NCVCl7PnUX8JtTbY3nq29lRNy2kvdv6izr1cVRVbznd3XqSnduavQwuwrdPaO4pelJiXimrv3cE77/VvvGghQaV19Nbp/a/aKrgrnNL34XHRFYpU5AUoq/fVU9/fqP7QXn7PVWNGjBn2Y0x5mOX5/CSsHr/7l5YGTsPcmgvcKG9xuMp37Zu6+UZki0Yim1+/PaS95tZ0kBaw6HMw9sTSnLT2iticxQU42MKK28ehZkqTqwxX67t9fr1hP2OuMwMhEiAJSkgHqWE6AKmXPJ9eXUKTAPKe+aIV+lmdPqDD7F0UL/sg6Ld8ZfMPaMPsK1XT2aXJP8B5YqcPoqtdy36QlaX9H8LXAoPYpLXsVLRIK821pEOb1XLrnBVUVvNzmdJ4FTyYPsxy/z/UqHs2/yWT98Qad+VZwfabH2kpur2qt1sQj+a+5zp6ZOwollb7aTlLevaMGdE+UfZD7dYVG1NJqDsX13QevV6yXIIXRjxAFKDhASeF3087nH6YvyrsnVOn7F0ld/b2qjARfhZ/fe1QTe4M3zgyzF5Mkzd2efyXcqV1xnXIk+HLf1JrgFV1B7RFJs9uCw4NUeEuDMK8nJqevfZJ/MvnnKw+pOhLcj7DL8RN9eSalO+nPNlyetw93TNmscZb9teOsV3dM2Rz4/HPevDKwPRKNaHpDcMAtabVdpoC9o9JsyxWB7aWOqNW2VOo7P71e0V7egjC6cQZjzEvOgcoNUFK4EY/+RJcsWpH73Lppeq06+H5uUun7F6W5gFEVk7RsZ/4NIkvdV2jg73qdTm0PGIlw0tJXduU9ztoF61QVzX7zrYp2aO2CdYHPn9BxRNXR4EtHhbY0CPt6vtC6TY3KHdWKSDpduXPI0sIux+9XQpWx3NvozDg6QzN2Tc57nOUT/qAfTv2NZsSOyuQ0I3ZUP5z6m6z5UJniRyo1+VDuTQ/nnNqrSJ7f6nesWqdx8ex/m8Gr7bLl7h0lSeqPyT0fPKoaZkRt/MFKfeeh6xVN8DaE0avo2WtmM83st2a2zczeNrPvpNrrzexpM9ue+jgp42vuMLMdZvaumQXfmAoYAYpNIg87ghMZtPGik+nvTrmoYB9K2b8oU09/n6oHhbWLuj5RbV/+uUyl7sWUadb7xxQZ9Cvi3MMx1XXlnxT8lTmP6a+/uEbTaj6SqV/Taj7SX39xTdak8sFmHwwYPaoKePM+gddjklbt+p3ksgPoF6reU8zyv55S9soarCcxaJTOSX/2yL8v+HqkZJBqnrte+87+oZrnrs8boNLOeuPyrEWB0WhE0+o/zv/9Fz2mH3xrjaY3fiSzfk1v/Eg/+NaavBPHpdy9oyTJti2U9QePhoYdUZvwcZX+y0PfVIQghVGqlNV5CUn/1Tm31czqJL1mZk9L+oakZ5xz95jZ7ZJul3Sbmc2TtFLSOZKmSfpXMzvDOVfCNFLgs1PKKrxiez4N1tfbKbOo0qf7lqlNOlbCnlDF9i8arCdjrlBE0pW7flv0a4rtKzRY1ElzW6r0bmNyJCbiTJeWsLHmV+Y8VjA0DVaV6Fa9xXUoteWBWSTvLXUyhX09MzsP6Iz+43ovmvy3rI72a5p7rdB9pCUV3ytrMKd+VcVq1ZVIjqSdtf9M1bfmLig4UbGOmD7Xcp4+nvymJGnOqT15R6HSCq22yyvzV7eT3JOL8pYsHfwK7Xc12MT94/QX//sb+p+rf6b+aLg9x4ByKxr/nXP7nXNbU4+PSdomabqkZZIeTj3tYUnp7XSXSXrMOdftnPtQ0g5JFw51x4ET0VDiNgY+IzjReHJycVdlnZ4cn7sn1FBIuH7VxJKXwb7UuU/jSrgdio/P7elQPDVR+It7+1XZNzxvcjMP7BxYtRapCLcRaRjXfvgvA4/Pjz0/eLeJIdOVSF02c9JXHr1keA4i6Yw3FklOikajmlpfeNsDb6m9oyTJDs6TdeZerswUdkRNkur3VuvP/883ZHluUg2MVKH2iTKz0ySdL+llSac45/ZLyaBlZlNST5su6aWML9uTagNGhIbeGp0bYh+osCMeie52ySJaH7An1FA6nuhRTNLlu7cM2zFM0tm7TdtmRHXBO6Xf3iWsmHOanujXvqrcPaGG0sREpy7pOqj3x4/XRCv9lijhOVXF6nTuttNV21n8JsO+ol1Rzfy4SeMWvlh0FOpEpPeOco9fUfr+aSE17K7RTT//T/rFt58fpiMAQ6/kEGVmtZL+UdLNzrk2y//mEPQXOf99NbM1ktZIUm0jS119fH/RjnJ3YdSJVnaq/cBs7W0c3v/x7qqq1+6APaGGUr+kqcdb9WzDOcN6HEk646V2vRhpLP7EE+COSPvGTVQ0MrxX/s/8w15VNbRIsdyJ2UOpq8+0/eA5+tHC4QuFknS0drbqqj+RdQ/v6zl2vE7j54yX5gzn64nq5W3zNevCm4bxGCenpmO3lLsLo1Tw1IxSlRSizKxCyQD1c+fcxlTzATObmhqFmiopfZ+JPZIyNxCZISln5qhzbr2k9ZI0eU4lF8LxmejrrtOzjaeWuxtDZu+4Bu0d1zDsx6nacVi7Pov7G4S7bZ23quEchMrwyEV9korv/n5iYlLvF4f5GEpuYn7xcL8WSYpr1mdwFGAolLI6zyQ9KGmbc+7+jL96QtLq1OPVkjZltK80s0ozmy1prqRXhq7LAAAA5VfK/y0vkXSdpDfNLL18aJ2keyRtMLMbJO2SdK0kOefeNrMNkt5RcmXfTazMAwAAJ5uiIco597zyLwK+LM/X3CnpzhPoFwAAwIjGDmcAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAHFG8X4AAA3KSURBVAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeYuXuwEi1/fllat5wq9pbpqm2cZ+aVtynuQs3lbtbI9727U1qbr5G7e31qq09pKamxzV3bnO5uzWidbw4X8c2LlFf60RFG46obvlTqrn4jXJ3a8TjXPPD+RYe7wd+xsK5RogKsP35ZdrywD1K9FRLktpbZmjLA/dIEj84BWzf3qQtW65TIlEpSWpvb9CWLddJEm9ueXS8OF9HH14u1xOXJPW1TtLRh5dL0kn3y2Yoca754XwLj/cDP2PlXONyXoDmDbcO/MCkJXqq1bzh1jL1aHRobr5m4E0tLZGoVHPzNWXq0ch3bOOSgV8yaa4nrmMbl5SpR6MD55ofzrfweD/wM1bONUJUgPaWacHtrcHtSGpvrw/VDqmvdWKodiRxrvnhfAuP9wM/Y+VcI0QFqG3cF9zeENyOpNraQ6HaIUUbjoRqRxLnmh/Ot/B4P/AzVs41QlSAphX3KRbvzGqLxTvVtOK+MvVodGhqelyxWHdWWyzWraamx8vUo5GvbvlTsnhPVpvFe1S3/Kky9Wh04Fzzw/kWHu8HfsbKucbE8gDpyYLNG25Ve+s01TawGqMU6Qm9rJgqXXqC5cm+gmWoca754XwLj/cDP2PlXDPnXLn7oMlzKt3yOz9X7m6MPr9bWu4ejEq/umhSubsw6lz10uFyd2FU4lzzc1XVo+Xuwqjzq66vl7sLo9Le6+99zTl3ge/XczkPAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAAyEKAADAQ9EQZWY/NbODZvZWRlu9mT1tZttTHydl/N0dZrbDzN41syXD1XEAAIByKmUk6iFJSwe13S7pGefcXEnPpD6Xmc2TtFLSOamv+V9mFh2y3gIAAIwQRUOUc26zpEODmpdJejj1+GFJV2e0P+ac63bOfShph6QLh6ivAAAAI4bvnKhTnHP7JSn1cUqqfbqk3RnP25NqAwAAOKnEhvj7WUCbC3yi2RpJayQp2jBev+r6+hB3ZQy4qNwdGJ2efe4H5e7CqPPlL91S7i6MSle9dLjcXRiVLp0Y+LaBAi7VI+Xuwqi06gS/3nck6oCZTZWk1MeDqfY9kmZmPG+GpH1B38A5t945d4Fz7oJIbbVnNwAAAMrDN0Q9IWl16vFqSZsy2leaWaWZzZY0V9IrJ9ZFAACAkafo5Twze1TSpZIazWyPpO9LukfSBjO7QdIuSddKknPubTPbIOkdSQlJNznn+oap7wAAAGVTNEQ55/JNVrosz/PvlHTniXQKAABgpGPHcgAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+EKAAAAA+xcndgpOp4cb6ObVyivtaJijYcUd3yp1Rz8Rvl7taIR93Ce/KDlbp/613a3zFTU2t2a+2CdfrKnMfK3a0Rj3PNz/btTWpuvkbt7fWqrT2kpqbHNXduc7m7NaI9/84ybdh8m1rapqlx/D6tWHyvFs7bVO5ujXhjoW6EqAAdL87X0YeXy/XEJUl9rZN09OHlksQv6QKoW3hPfrBS33thvbr6aiRJ+zpm6XsvrJckglQBnGt+tm9v0pYt1ymRqJQktbc3aMuW6ySJIJXH8+8s0wO/uVc9iWpJUkvbDD3wm3sl6aQLBENprNSNy3kBjm1cMvDLOc31xHVs45Iy9Wh0oG7h3b/1roEAldbVV6P7t95Vph6NDpxrfpqbrxkIUGmJRKWam68pU49Gvg2bbxsIAmk9iWpt2HxbmXo0OoyVuhGiAvS1TgzVjiTqFt7+jpmh2pHEueanvb0+VDuklrZpge2tedqRNFbqRogKEG04EqodSdQtvKk1u0O1I4lzzU9t7aFQ7ZAax+8LbG/I046ksVI3QlSAuuVPyeI9WW0W71Hd8qfK1KPRgbqFt3bBOlVFO7LaqqIdWrtgXZl6NDpwrvlpanpcsVh3Vlss1q2mpsfL1KORb8XiexWPdWa1xWOdWrH43jL1aHQYK3VjYnmA9MRUVv6EQ93CS08eZ3VeOJxrftKTx1mdV7r0JOgNm29Ta9s0NZykq8yG2lipmznnyt0HxU+b6qZ8f3W5u4Ex4tnnflDuLow6X/7SLeXuwqh01UuHy92FUenSib8udxcwRqy6b/drzrkLfL+ey3kAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAeCFEAAAAehi1EmdlSM3vXzHaY2e3DdRwAAIByGJYQZWZRSX8n6UpJ8yR93czmDcexAAAAymG4RqIulLTDOfeBc65H0mOSlg3TsQAAAD5zwxWipkvanfH5nlQbAADAScGcc0P/Tc2ulbTEOXdj6vPrJF3onPuLjOeskbQm9em5kt4a8o6c/BoltZS7E6MQdQuPmvmhbn6oW3jUzM+Zzrk63y+ODWVPMuyRNDPj8xmS9mU+wTm3XtJ6STKzV51zFwxTX05a1M0PdQuPmvmhbn6oW3jUzI+ZvXoiXz9cl/OaJc01s9lmFpe0UtITw3QsAACAz9ywjEQ55xJm9ueSnpIUlfRT59zbw3EsAACAchiuy3lyzv2zpH8u8enrh6sfJznq5oe6hUfN/FA3P9QtPGrm54TqNiwTywEAAE523PYFAADAQ9lDFLeHyc/MfmpmB83srYy2ejN72sy2pz5Oyvi7O1J1fNfMlpSn1+VlZjPN7Ldmts3M3jaz76TaqVseZlZlZq+Y2e9TNfvvqXZqVgIzi5rZ62b2y9Tn1K0IM9tpZm+a2Rvp1VHUrTAzm2hmvzCzP6R+v11MzQozszNT51j6T5uZ3TykdXPOle2PkpPO35c0R1Jc0u8lzStnn0bSH0mLJS2Q9FZG232Sbk89vl3SvanH81L1q5Q0O1XXaLlfQxlqNlXSgtTjOknvpWpD3fLXzCTVph5XSHpZ0kXUrOT6rZX0iKRfpj6nbsVrtlNS46A26la4Zg9LujH1OC5pIjULVb+opI8lzRrKupV7JIrbwxTgnNss6dCg5mVK/jAp9fHqjPbHnHPdzrkPJe1Qsr5jinNuv3Nua+rxMUnblNwtn7rl4ZLaU59WpP44UbOizGyGpKskPZDRTN38ULc8zGy8kv+pflCSnHM9zrkjomZhXCbpfefcRxrCupU7RHF7mPBOcc7tl5KBQdKUVDu1HMTMTpN0vpIjK9StgNQlqTckHZT0tHOOmpXmf0i6VVJ/Rht1K85J+hczey119wqJuhUyR9Inkn6WunT8gJnViJqFsVLSo6nHQ1a3cocoC2hjuaAfapnBzGol/aOkm51zbYWeGtA25urmnOtzzs1X8u4CF5rZuQWeTs0kmdmfSjronHut1C8JaBtzdUu5xDm3QNKVkm4ys8UFnkvdktsRLZD0I+fc+ZI6lLwMlQ81y5Da9Purkv6h2FMD2grWrdwhqujtYZDjgJlNlaTUx4OpdmqZYmYVSgaonzvnNqaaqVsJUpcIfidpqahZMZdI+qqZ7VRyKsKXzez/iroV5Zzbl/p4UNLjSl4yoW757ZG0JzVCLEm/UDJUUbPSXClpq3PuQOrzIatbuUMUt4cJ7wlJq1OPV0valNG+0swqzWy2pLmSXilD/8rKzEzJeQPbnHP3Z/wVdcvDzCab2cTU43GSLpf0B1GzgpxzdzjnZjjnTlPyd9ezzrn/KOpWkJnVmFld+rGkK5S8AT11y8M597Gk3WZ2ZqrpMknviJqV6uv69FKeNJR1GwEz5v9EyRVU70v6q3L3ZyT9Sf2j75fUq2RCvkFSg6RnJG1PfazPeP5fper4rqQry93/MtVsoZLDr/8m6Y3Unz+hbgVr9gVJr6dq9pak/5Zqp2al1/BSfbo6j7oVrtUcJVdA/V7S2+nf+9StaN3mS3o19XP6T5ImUbOS6lYtqVXShIy2IasbO5YDAAB4KPflPAAAgFGJEAUAAOCBEAUAAOCBEAUAAOCBEAUAAOCBEAUAAOCBEAUAAOCBEAUAAODh/wNIQLxkWWW5YgAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "mm = flopy.plot.ModelMap(sr=disu_sr)\n", - "mm.plot_array(a)\n", - "plt.plot(xc, yc, 'bo');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Contouring arrays with each of these examples\n", - "\n", - "### DIS (structured grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Create a random array and contour it\n", - "a = np.random.random((dis_ml.dis.nrow, dis_ml.dis.ncol))\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Random Array')\n", - "\n", - "mapview = flopy.plot.PlotMapView(model=dis_ml)\n", - "quadmesh = mapview.contour_array(a)\n", - "linecollection = mapview.plot_grid(alpha=0.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DIS backward compatibility using `ModelMap`" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Random Array')\n", - "\n", - "modelmap = flopy.plot.ModelMap(model=dis_ml, xll=0, yll=0, rotation=-14)\n", - "quadmesh = modelmap.contour_array(a)\n", - "linecollection = modelmap.plot_grid(alpha=0.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISV (unstructured grid) example" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "a = np.random.random(disv_ml.modelgrid.ncpl) * 20\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('Random Array')\n", - "\n", - "mapview = flopy.plot.PlotMapView(model=disv_ml)\n", - "quadmesh = mapview.contour_array(a)\n", - "linecollection = mapview.plot_grid(alpha=0.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISU (Unstructured grid) example" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "a = np.random.random((ncpl[0]))\n", - "mv = flopy.plot.PlotMapView(modelgrid=disu_mg)\n", - "mv.contour_array(a)\n", - "mv.plot_grid(alpha=0.5)\n", - "plt.plot(xc, yc, 'bo');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### DISU Backward compatibility using `ModelMap`" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "\n", - "mm = flopy.plot.ModelMap(sr=disu_sr)\n", - "mm.contour_array(a)\n", - "mm.plot_grid(alpha=0.5)\n", - "plt.plot(xc, yc, 'bo');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Creating plots using data from MODPATH\n", - "\n", - "In this portion of the notebook MODPATH particle tracking examples are loaded and then plotted using each of the grid types\n", - "\n", - "### DIS (Structured grid example)\n", - "\n", - "First the modpath model must be created and then run" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp6\n", - "Processing basic data ...\n", - "Checking head file ...\n", - "Checking budget file and building index ...\n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", - "Particle tracking complete. Writing endpoint file ... \n", - "End of MODPATH simulation. Normal termination.\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp6\n", - "Processing basic data ...\n", - "Checking head file ...\n", - "Checking budget file and building index ...\n", - " \n", - "Run particle tracking simulation ...\n", - "Processing Time Step 1 Period 1. Time = 1.00000E+01 \n", - "Particle tracking complete. Writing endpoint file ... \n", - "End of MODPATH simulation. Normal termination.\n" - ] - }, - { - "data": { - "text/plain": [ - "(True, [])" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mp = flopy.modpath.Modpath('freybergmp', exe_name=\"mp6\", modflowmodel=dis_ml, model_ws=modelpth)\n", - "mpbas = flopy.modpath.ModpathBas(mp, hnoflo=dis_ml.bas6.hnoflo, hdry=dis_ml.lpf.hdry, \n", - " ibound=dis_ml.bas6.ibound.array, prsity=0.2, prsityCB=0.2)\n", - "sim = mp.create_mpsim(trackdir='forward', simtype='endpoint', packages='RCH')\n", - "mp.write_input()\n", - "mp.run_model()\n", - "\n", - "mpp = flopy.modpath.Modpath('freybergmpp', exe_name=\"mp6\", modflowmodel=dis_ml, model_ws=modelpth)\n", - "mpbas = flopy.modpath.ModpathBas(mpp, hnoflo=dis_ml.bas6.hnoflo, hdry=dis_ml.lpf.hdry, \n", - " ibound=dis_ml.bas6.ibound.array, prsity=0.2, prsityCB=0.2)\n", - "sim = mpp.create_mpsim(trackdir='backward', simtype='pathline', packages='WEL')\n", - "mpp.write_input()\n", - "mpp.run_model()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now to plot up the results of the particle tracking simulation" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# load the endpoint data\n", - "endfile = os.path.join(modelpth, mp.sim.endpoint_file)\n", - "endobj = flopy.utils.EndpointFile(endfile)\n", - "ept = endobj.get_alldata()\n", - "\n", - "# load the pathline data\n", - "pthfile = os.path.join(modelpth, mpp.sim.pathline_file)\n", - "pthobj = flopy.utils.PathlineFile(pthfile)\n", - "plines = pthobj.get_alldata()\n", - "\n", - "# plot the data\n", - "fig = plt.figure(figsize=(10, 10))\n", - "\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('plot_array()')\n", - "mapview = flopy.plot.PlotMapView(model=dis_ml)\n", - "quadmesh = mapview.plot_ibound()\n", - "linecollection = mapview.plot_grid()\n", - "for d in dis_ml.wel.stress_period_data[0]:\n", - " mapview.plot_endpoint(ept, direction='starting', selection_direction='ending', selection=(d[0], d[1], d[2]), zorder=100)\n", - "\n", - "# construct maximum travel time to plot (200 years - MODFLOW time unit is seconds)\n", - "travel_time_max = 200. * 365.25 * 24. * 60. * 60. \n", - "ctt = '<={}'.format(travel_time_max)\n", - "\n", - "# plot the pathlines\n", - "mapview.plot_pathline(plines, layer='all', colors='red', travel_time=ctt);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility using `ModelMap`" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10, 10))\n", - "\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "ax.set_title('plot_array()')\n", - "modelmap = flopy.plot.ModelMap(model=dis_ml, xll=0, yll=0, rotation=-14)\n", - "quadmesh = modelmap.plot_ibound()\n", - "linecollection = modelmap.plot_grid()\n", - "for d in dis_ml.wel.stress_period_data[0]:\n", - " modelmap.plot_endpoint(ept, direction='starting', selection_direction='ending', selection=(d[0], d[1], d[2]), zorder=100)\n", - "\n", - "# construct maximum travel time to plot (200 years - MODFLOW time unit is seconds)\n", - "travel_time_max = 200. * 365.25 * 24. * 60. * 60. \n", - "ctt = '<={}'.format(travel_time_max)\n", - "\n", - "# plot the pathlines\n", - "modelmap.plot_pathline(plines, layer='all', colors='red', travel_time=ctt);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## DISV (vertex unstructured) example problem for MODPATH 7\n", - "\n", - "### Get the modelgrid" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "model_name = 'mp7p2'\n", - "mp_namea = model_name + 'a_mp'\n", - "model_ws = os.path.join('data', 'mp7_ex2', 'mf6')\n", - "fname = os.path.join(model_ws, model_name + '.disv.grb')\n", - "grd = flopy.utils.MfGrdFile(fname, verbose=False)\n", - "iverts, verts = grd.get_verts()\n", - "modelgrid = grd.get_modelgrid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Load pathline and timeseries results" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [], - "source": [ - "fpth = os.path.join(model_ws, mp_namea + '.mppth')\n", - "p = flopy.utils.PathlineFile(fpth)\n", - "p0 = p.get_alldata()\n", - "\n", - "fpth = os.path.join(model_ws, mp_namea + '.timeseries')\n", - "ts = flopy.utils.TimeseriesFile(fpth)\n", - "ts0 = ts.get_alldata()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot the pathline and timeseries data using `PlotMapView`" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "mv = PlotMapView(modelgrid=modelgrid, ax=ax)\n", - "ax.set_xlim(0, 10000.)\n", - "ax.set_ylim(0, 10500.)\n", - "lc = mv.plot_grid()\n", - "mv.plot_pathline(p0, layer='all', color='blue', lw=0.75)\n", - "colors = ['green', 'orange', 'red']\n", - "for k in range(3):\n", - " mv.plot_timeseries(ts0, layer=k, marker='o', lw=0, color=colors[k]);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### plot pathline and timeseries data using `ModelMap` (backward compatibility)" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/utils/mfgrdfile.py:423: PendingDeprecationWarning: get_spatialreference will be depreciated get_modelgrid() is replacing it \n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n", - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Get the spatial reference object\n", - "sr = grd.get_spatialreference()\n", - "\n", - "fig = plt.figure(figsize=(8, 8))\n", - "ax = fig.add_subplot(1, 1, 1, aspect='equal')\n", - "mm = ModelMap(sr=sr, ax=ax)\n", - "ax.set_xlim(0, 10000.)\n", - "ax.set_ylim(0, 10500.)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='gray', facecolor=\"None\")\n", - "mm.plot_pathline(p0, layer='all', color='blue', lw=0.75)\n", - "colors = ['green', 'orange', 'red']\n", - "for k in range(3):\n", - " mm.plot_timeseries(ts0, layer=k, marker='o', lw=0, color=colors[k]);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting Discharge vectors\n", - "\n", - "### DIS (structured grid) example using `PlotMapView`" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# get the head object\n", - "fname = os.path.join(modelpth, 'freyberg.hds')\n", - "hdobj = flopy.utils.HeadFile(fname)\n", - "head = hdobj.get_data()\n", - "\n", - "# get the cbc object\n", - "fname = os.path.join(modelpth, 'freyberg.cbc')\n", - "cbb = flopy.utils.CellBudgetFile(fname)\n", - "frf = cbb.get_data(text='FLOW RIGHT FACE')[0]\n", - "fff = cbb.get_data(text='FLOW FRONT FACE')[0]\n", - "\n", - "# plot the data!\n", - "fig = plt.figure(figsize=(10, 10))\n", - "mapview = flopy.plot.PlotMapView(model=dis_ml)\n", - "quadmesh = mapview.plot_ibound()\n", - "quadmesh = mapview.plot_array(head, masked_values=[999.], alpha=0.5)\n", - "quiver = mapview.plot_discharge(frf, fff, head=head)\n", - "linecollection = mapview.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward compatibility using `ModelMap`" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy/plot/map.py:1412: PendingDeprecationWarning: ModelMap will be replaced by PlotMapView(); Calling PlotMapView()\n", - " warnings.warn(err_msg, PendingDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# plot the data!\n", - "fig = plt.figure(figsize=(10, 10))\n", - "modelmap = flopy.plot.ModelMap(model=dis_ml, xll=0, yll=0, rotation=-14)\n", - "quadmesh = modelmap.plot_ibound()\n", - "quadmesh = modelmap.plot_array(head, masked_values=[999.], alpha=0.5)\n", - "quiver = modelmap.plot_discharge(frf, fff, head=head)\n", - "linecollection = modelmap.plot_grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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ta+fEcEndWwcu2NPRyRtDQ8y66kGNLVvg2t3WxumREcrKVVgcuODt7R2cHBlW99aBC/Z25jlWGlL31o9qaHjZAtdt7e2cGxtjcla3CosDl9crOD06ou6tAxfcns9zYrik7q2WRORxERkQkVev8/pOEXlGRMoi8r8veu1hETkqIsdF5JOr+byGhZctcO3p6ODC+Dhj5bJqXAcur1dwbmxU3VsHLthfKHBqZETdW2V9Hnh4mddLeFsK/2zhkyISBD4LPALsAj4kIrtW+rCGhJctcL2js5OLExOUlFe5O3B5HlwYH1P31oHL8+Ds6Ki6t9oyxjyNB6jrvT5gjHkOWNx1PAAcN8acNMbMAF/FWwC/rDZ0t9GGbIFrb2cnA1cnGbh6VTWuAxfszxe4ODGh7q0DF9xR7OL82Ji6t8vpfe9KmqHS0jm1X75cPgwsrL/2mDFGY3lUEViYx+o8cMdKJzUUvGyBa18+T2lqigvjupuBHbjgnYUiVyavqnvrwAV3dnVzcWJc3duVdKVU4WffLSx5PlE4PW2M2W/hI+Uaz624BqRh4GULXLfn84yVZ9RXzztweYAZKU+re+vABXd1dTM4NVmX/YoGw6zZ1LuZ54HuBY+7WCFDDTTInJctcO0vFJiuVNW3TzhwecOZycosbwzpeuvABXd39zA2U1b3drUywCxzSw6Leg7YLiL9IhLBywv47ZVOqnvPyxa43lkoUDWGw1cGVOM6cMHBYhczc1VeHdD11oEL7unuYapSUfd2LTJA2awdViLyFeABoFVEzuPtvgkDGGM+JyKdwPNABpgTkU8Au4wxYyLyMeB7eElNHzfGHF7p8+oKL1vgOlAsEpQAzynnsnfg8uZhROCFCxdV4zpwwb09PVSNsZKsci0yxjCzjm1HxpgPrfD6Jbwh4bVeewJ4Yi2fV7dho01wJcMR9SIcDlweuGKhED8/p+utAxfc29NLOBBU93Y9Mgiz1zgaTXWBly1w3VEs0hJPqBfhcODyJpBz8Zi6tw5ccF9PL+loVL3AyXo1B0ybwJKj0bTpLbIJrkK6Sb1QhAOXB67OdJonjul668Dlgas1mWyoIhwGmDWBJUejaVNbFA4ErIFra3OLeqEIO+AK+g5c/bkc31AuFGEDXNFgyHfg6mnKqnu7URmEWRNccjSaNnXCPhIMqYMLIBQI8revvKwa82SpZGXiNB2NWqny09uUVQcXgIjwZWVvz42NWKnyk43FrFT56co0qYMLYM4YvvTKS+pxN6o5hGkTrnczVtSmwuvq7AxZxXh3FIukozF+cPKEYlSvx7WluZmnFYskhER479ZtnBrRzTXemUxyd3cvX1fudd7V1U08HFYvhnqgUKRbuXpQOBDgvVu3cWTwimrcYjrNHcUuvqFcVu++nl6CAeFHp0+rxj3Y1aVSPcgYYaYBe1qL1XgD2VVqfqhoA1zaPa6QCPf19anPx80XhLUBrv5czgq4vB6X3p2rcCDA/b196nNG8wVhbYCrpylrBVy/OH9eJZa3SDW45Gg01X2R6no0PzmvPVS0Ba47urr54SndO0mdySR78wX1eb75yXntoaKNOa5wIMDBrm5+oAzZYjrNns68ekHY+cl57aGiJrjAm/OannPDRnUdKBZpjid8MTkfEmFvvsDPzp1VjduZTLKrrV29J3dnVzfZeMwXk/PhQIB9+YJ6/cNiOs3O1jb1nty9Pb2kolF1b7XBBfMT9o2PhsZv4QLNL0D1w3KIkAi72zt4Tvmi7Uwm2dLcor4maH4Bqh+WQ4QDAXa3t/PsBd2LtphO05fVHy7f29NDOBBQB6INcIE3Ye+HOS/fwOudhQJBCfhiAWpIhB0trbx0+ZJq3I5kkq5MEz9X7skdLHYhgi8WoIYDAXa0tHLokq63hXSafDqt3ku+p9vb8vMTZW9tgQu8Cfuyu9uoo/21TdZ+2KsYEqEvl+M15TtfHckk7ckUzyu3947aJms/7FUMBwL0ZXPqm+0L6TStiQTPv6nr7d21Tdba3zGb4AJvwn7GDRs3rv2FAlOzFV9khwiJUMw0cbykWx26I5kkG4vzysBl1bgHCkWuzs74IjtEOBCgmMmopzcqpNNkolFevqzr7V1d3YyWp9W9tQ0u8IaNZTdhvzHty+cZnS77Ih9XSISOVJozo7rJ49oTCZKRCEeHBlXjvrOWSNAP+bjCgQAdqZR6Yr58KkUsFOLIoK63d9YSCWp7uxnggrdW2De6GhZeezs7KU1N+SIDakiElkRCPV1veyJBNBTi5LDuwtb9+QJXJq/6IgNqOBCgJZ7g/Jiut52pFKFAUN3bg8UuLk6Mq3u7WeACb87LwWudeketWIYfcs6HRGiKxbmsXCChLZEgEAhwTvmi3ZfPc3Fiwhc558OBAE2xGJeuTqjG7UylADg3Nqoa90ChyLmxMXVvNxNc4NZ5rVt7Ojp4c3zcF1V+QiKkolGGpiZV47YmEhgDlyZ0L9q9nXkrlWhsgSsZiTA4qettRzJJZW5OPe7+QoHToyPq3m42uGA+q4Trea1J85Ws/VBXMSRCPBxmZHp65TevQa3xOJW5OfW4ezo6OTM64ou6iqFAgFgopO5BezJJuVpVj3t7Ps/J4WF1b+sBLvB6XhUHr9Vrd1sbZ0b1qy3bAFdQhEgoxPjMjGrclnic6WqVCeW4b2/v4NTIsC8qWYcCASLBoLq3bYkEk7Oz6t7u7cxzrFRS97Ze4AKYM0K5unY0iMjjwK8DA8aYW6/xugCfAd4PTAK/a4x5ofbaaWAcqAKV1ZRYawh47Wpr49TICJOziwvpbky2wBUKBNTb2hyPMzk7y1Slohr31rZ2jg+X1NtrC1wh0fe2LZFgYmaWqYpu3D0dnRwdGlRvbz3BBW8lI1yHPg/8OfDF67z+CLC9dtwB/AW/Wlz2XcaYVd/6rTu8dra2cqJUolzVrRNnC1wBEfW25mIxJmZmmFGOu6u1jWOlIfX22gKXANNVXXi3JhKMlsvq3t7W3s6RwSvq3tYbXJ7WN2w0xjwtIn3LvOUDwBeNMQb4hYhkRSRvjFnXCum6wmtHSwvHSyUqc7o14WyBC2BWua25WIzxmRl1D3a2tPJGaUg9ri1wGWOorKNizXJqiccZmZ5W92B3WxtHBgfVvwuNAa5lh42tIvL8gsePGWMeW0PoIrBwm8z52nMX8Tp83xcRA/y/q4lbN3hta27mRKlEVfkLawtcBi/zpaay0Sij5bJ63O3NLRwrDal7awNcQRHmjFH3oLkGLm0Pdra0cmRwUD1uo4ALPIpUrj1sHFzNXNQyulYit3kj7zbGvCki7cCTInLEGPP0csE2lIyw1u37mogcEZHXReTO1ZzXn836Clw2Lq4mS+Dammvm+E0OrmwsxvDUlLoHO5pbODp0Y4MLACNU5oJLDgWdB7oXPO4C3gQwxsz/OwB8EziwUrCNZlL9DPBdY8xOYA+wYtrJ3qYmTo2MoPvrtwOugAhVY9TbmolEGC2X1eP2Z7OcGC6px7UFLhveNkWjjExPq8fdmsvxRmlIPW7DgQuv9NnMXHDJoaBvA78tng4Co8aYiyKSFJE0gIgkgYeAV1cKtu5ho4hkgPuA3wUwxswAy96HjgSCnBnVXdUMdsD16sBl9R4BQLlSZUz5dj1AT+2PgrZsgOv1wQH13gt4w/pR5SULAH3ZLCeUtxFBY4ILauu85tberxGRrwAP4M2NnQf+BAgDGGM+h1cR+/3AcbylEr9XO7UD+Ka3koIQ8LfGmO+u9HkbmfPaAlwB/lpE9gC/BD5ujPmVJcYi8ijwKECqrY33b9+xgY9cqolymVQkohr35HCJB/r6aU+m1GICXBwfZ3d7O29ra1ONO1YukwyHubW9QzXueLlMWtnb08PDvKtvC52ptFpMgEsT49zS0squtnbVuOPT0yQjEf245TLpaFTX25FhpQIcrKunZYz50AqvG+D3r/H8SbyR25q0EXiFgH3AHxhjnhWRzwCfBP7TooY9BjwGEO3pNprZJG0NFeeM4WBXt2rmy1Q4wsTsDFOVWdUsBt2ZjPr+R7A7VNybL6h6m45EGJ+ZYWR6WnWjdW9TVj1LCNjpcc17q6H19rw2Wxtp4XngvDHm2drjr+HBbFNkc3JeW/Pg0pYfwaWteXBpy0/gClnwtmoCS45G07pbZIy5BJwTkVtqTz0IbErpXwcu/4HLhrcOXHbAZYwwWw0uORpNG13n9QfAl0UkApzkrQk4a7K5jkv78nLg8hagzlm4q+jAZc9bA1R9MGzcELyMMYeAjSxaW5NsrpzX7hk4cL21cl7bWwcuL2WQjTVyABioGr3CwLZU972Nq5XNvYra2zwcuN7aq6i95ceBywMXYGUOEWoT9tUbvOe1WbKZHUJ7Y60D11vZIbQ3WTtweeAKBgJMK2cfWShjYO5GHzZuhmwlEoyEQuqpTBy43srHpe2tA5cHrrAFb6+l6pwbNm5INjOgal8IDlzexRWzkKTRgWve2zDjM/o7CBbLIL6YsG/YFtrMOe/AZS/nvAOXPrgigQCpSGRTwAWAATMnS45GU0PCy2aVH+385Q5cb1X50fbWgcsDVyYWY1jZ25U0NydLjkZTww0bbdZV1C5P5sD1Vl1F7fJkDlweuJoTCfUqUivJGJjzwd3GhmqhzUrWDlz2Klk7cNkBV0cqveng8rR0yOiGjcvIFriKmSb1IqAOXB64ipmMeiVrBy4PXMVMk3pR3FXLzXmtXrbA1ZfLqX9hHbg8cPVlc+ol7R24PHD15XKcGtHPH7YmzcnSo8FUd3jZAteOllaOl0qqcR24PHDtaGnlWGlINa4DlweuHa2tvDGk6+2aZXDwWkm2wLW7vYPXBq+oxnXg8sC1u72dw1cGVOM6cHngurW9g1cHdL1dr0xVlhyNprrByxa49uYLvHT5kmpcBy4PXPvyBQ5d0vXWgcsD175CkRcurat8ob4MyNzSo9FUF3jZAtcdXd08p3zROnB54DrY1c2zF3QvWgcuD1wHu3v4xflzK79503SNIeMqho0i8riIDIjINYtn1Apv/FcROS4iL4vIvgWvPSwiR2uvfXI1rdx0eNkC1319ffzs3FnVuA5cHrju7+3jJ2fPqMZ14PLAdX/fFp4+c1o17oZlgKosPVbW54GHl3n9EWB77XgU+AsAEQkCn629vgv4kIjsWunDNhVeyXBYHVwA7926jR+e0ig98JaOl0pWwBUPhX0DLoCHtm7jB6dOqsY8PTJsBVxN0ZhvwAXwvm3befLkcfW4GlrPsLFWJHa5u2QfAL5oPP0CyIpIHq9G43FjzMlaFbKv1t67rDZ1hX25UiUXi6nFCweDbG9u4Rfnz+nGDQTZmstxeOCyWkyA1kSSYEBU2wq1Ks5Dg6pxo6EQW3I5fn7urGrcSDBIXzbLa8qT/h2pFHPG6Hvb6lXI1owbC4Xoy+b46dkz6r8zrT/hcu1UYa0i8vyCx4/VCuysVkVg4fj4fO25az1/x0rBNhVeFTOntkcrHAjw8Lbt/Pc3jqrEm1cmEmV4+ioiorqfrDuT4VhpiJ2trapxDxSKPKM8FxUJBrmvt49vHT2iGrcpGq3tdND1trcpy5HBQbbkcqpxD3Z18YxyjysaDPJAXz/fPLJifeY1KReL6a3Gnx82LtWgMWYjmZOvFdQs8/yyari9jauRLXA1RaNWipb6aY4rEgzyyLbt6uDKWti4Df6a44oGg7x/+w51cDXH45SmplRjWrq7eB7oXvC4C3gTiFzn+WVV90Wqa5UtcGWjMcYcuKyAqzkeZ9SBywq4WuJxhrXBZW+pxLeB367ddTwIjBpjLgLPAdtFpL9WzOeDtfcuK1/1vGyBKxeLMVouq1dhceDyLq6R6Wl1bx24oC2RoDQ1pe4tgKxjUaqIfAV4AG9u7DzwJ0AYwBjzOeAJ4P3AcWCSWrUxY0xFRD4GfA8IAo8bYw6v9Hm+gZc9cMUZnymrV2Fx4ILWRIKR6Wn1QhEOXNCeSFCy4C3wPxaprvk0Yz60wusG+P3rvPYEHtxWLV/Ayxa4muNxJmZmqChXD3Lg8noFo+WyurcOXNCRTDI8Pa3u7a+oAVfUL1bDw8sWuFriCSZnZ5hRrh7kwOWBa2JmVt1bBy7oTCYZLet/bxerEbcDLVZDw4ST3EkAABscSURBVMsWuFrjCaarFaaUy0c5cEF7Msnk7CxTFd0KNw5ckE+lGJ+ZUfd2idY5bNxsNSy8rIErkaAyN8eE8gpvBy5vOFOuVtW9deCCQirFZKWi7u21JIDY7dipqCHhZQtcbYkkxhj19UYOXNCZSlGZm1P31oELCuk0M9WqlXVy15Trea1PtsDVnkgSCAiXJnRz2TtweeACGJycVI3rwAXFdJo5Y9S9XUl+gFdDLVK1Ca5oKKhezMCBy5uHCQf0vXXggq50moAEuLjZRTiMN2xcfDSaGgZetsDVkUyRikbUIePA5YErHg6rF4pw4PLAFQ3pe7tauWSEq5RNcGVjMU4O6xYzcODy5mGaLHjrwOV9v1LRKCeGdWswrFoGb53X4qPBVHd42QRXezLJ0aFB1bgOXB64WhMJjgzqeuvA5X2/cvG4urdrkQCBuaVHo6mu8LIFrs5kiu5MhleU83E5cHkTyIV0mpcv63rrwAU9mQydKX1v1yXX87q+bIJrS3MzzytnbHXg8sDVl83x/Ju63jpweeDqyebUazCsS64Ax/VlE1y72tr4uXIuewcuD1w7W9vU6wQ4cHng2t7Sxk+V6wRsRIHq0qPRtGF4iUhQRF4Uke+s5v02wbU3n+eHp3Vz2TtweeDa05nnKeVc9g5cHrhu6+jkqVMnVONuSDfRhP3HgVX9RgWsgevO7h7+8fgx1bgOXB64DnZ188SxN1TjOnB54DrQ1c0/KHu7UQk3wbBRRLqAXwP+cjXvT0Wi6uAC2FfI880jr6nGPFUqWQFXSzxhpcrP3d3d6uACeEdnnq+/ruvtudERK+DKp9JWqvzc3d2jDi6At3fk+dprK+bc23wZCFTNkqPRtNHtQf8F+GMgfb03iMijeDXaCOZyZDb4gQuVT6XY2drGE8d0e1w9TU30ZLOgPAdxoFBkaEp3m0ckGOTB/i3qvc6uTIZtzc3qvYK+bJZCRvNb4OlgVxcXJ8ZVY0aDQd7d388/HtctT9bb1ERvU47vHNP9Q74116xXPagBe1qLte6el4j8OjBgjPnlcu8zxjxmjNlvjNkfTCXX+3FLlE+leGjrNn6kPMfVn81ydnSUYED3XobNoaINcL1ny1Z+fPq0atytuRynR0YIiq63NoeKNsD17v6tPH32tGrcHS0teotab4K7jXcD/0JETuMViXy3iHxJpVUraB5cX3jpkGrcrblmTo3oD2f8NMc1D67PH3pRNe6O5hZOKK/GB3/Ncc2D668PvaAa922tbbwxNKQWz0uJY5YcK54n8rCIHBWR4yLyyWu8nhORb4rIyyLyzyJy64LXTovIKyJyaFFtyOtq3fAyxvxHY0yXMaYPr9rHD40xH15vvNXKFri2N7dw0sJ2DAcuryjusZLexTUvBy7Y3dbOkcErqjHX0/MSkSDwWeARYBfwIRHZtehtnwIOGWPeDvw28JlFr7/LGPOO1daGrPv2oLXIFrh2trRycrikXoXFgQt2t7VxrDSk7q0DF7y9o4Mjg1esVA8KVJYeK+gAcNwYc9IYM4M3GvvAovfsAp4CMMYcAfpEpGPdbVzviQtljPmxMebXNWJdT7bAtau1jePDJfUqLA5ccFt7O28MDal768Dl3QV+/coVi9WDzJIDr6TZ8wuORxecVQTOLXh8vvbcQr0E/EsAETkA9OIVmK19Kt8XkV8uintdNVwywmvJFrhubWvnWGlIvQqLAxfs6ejkyOAVZpW9deCC2/MFXh24rO7tvObXeV1Dg8sM6a5V6HExWT8NfEZEDgGvAC8C8326u40xb4pIO/CkiBwxxjy9XDsbHl62wPX29g6OD5coK1dhceCCvZ15jg4NqnvrwAXvLBQ5fGVA3dtfkVndBP0inQe6FzzuAn5lE6wxZoxaoVkREeBU7cAY82bt3wER+SbeMHRZeDX0nJctcO3p6OT06AiTs7pVWBy44PZ8nhPDJXVvHbjgjmIXR4cG1b1dIrOuu43PAdtFpF9EIng38b698A0ikq29BvBR4GljzJiIJEUkXXtPEngIeHWlD2zYnpctcO3tzHNmdISxclk1rgMX7C8UODk8rO6tAxfc2dXN0aFBdW+vp7Wu6zLGVETkY8D3gCDwuDHmsIj8u9rrnwPeBnxRRKrAa8BHaqd3AN/0OmOEgL81xnx3pc9sSHjZAtft+QLnxkYpTU2pxnXg8jw4PTqi7q0DF9zV3cPx0pC6t9dVree15tOMeQJ4YtFzn1vw8zPA9mucdxLYs9bPazh42QLX/nyBixMTDFzVrR7kwOUNZ86Pjal768AF9/T0cmp4WN3b5TS/SLXR1VDwsgWudxaKXJm8yoVx3Y3WDlzecObixLi6tw5ccG9PL+fGRtW9XVG1pRKNroaBly1wHSgUGSlPc1p5248DF9zV1c3g1KS6tw5ccF9vH5cmxtW9XZ0MUm3AzYyL1BDwsgWuO4pdXJ2dUd33BQ5c4KWJGS1Pq3vrwAUP9PUzOHlV3dtVa51zXputusPLFrgOFruYmavy6sCAalwHLrinu4epSkXdWwcueFdfP2Plsrq3a5UbNq4gW+C6s6sbEXjhwkXVuA5ccG9PD1Vj+KVygRMHLg9c5WpV3du1SoxBKo0/bKzbIlWb4IqFQvz83LmV37wGOXB5E8jhQFDdWwcueHf/FkREvXjMujU3t/RoMNUFXrbAdVdXN7l4TD1BoQMX3NfTSzoaVS9w4sAFD/ZvIRYK8UPlAifrlgGpzC05Gk2bDi+b4OpMp9VTQjtweeBqTSbVi3A4cHngysZi6t5uSMa4ntdihQMBa+Dqz+X4hnKhCBvgigZDvgNXT1NW3Vsb4IqFQr4DVz6dVi9woqH1ZFLdbG3qhH0kGFIHF4DB8OVXXlaNeaJUslLlJxEOW6nyU0in1cEFMDs3x5deeUk15rnREStVfjKRmJUqPx2ptDq4ACZnZ/nSy7reqsgYqDRgldlF2lR4XZ2dIasY766ubpKRCE+e1C3YeaBQZGtzMz9RrB4UDgR479Zt6qmmi+k0d3Z18zXlv9739fQSDgbVC80e7OqiuykL6HkbCQR4aNt2Xruiu7ygJ5Nhf7FLvdf5YP8W5oxRn5u9u7tHrXpQIw4TF6uhU+Isp/mhog1wafe4woEA9/f2qc9rzBeEtQGunqasFXBp97gigQD3923hO8r1QOcLwtoAVz6dtgKun2ndqTQGqtWlR4Op7otU16P5yXntoaItcB3s6uYHyiAoptPssVAQdn5yXnuoaAtcB7t7ePKkbnmynkyG2zo61QvCzk/Oaw8VVcEFXv5TN2zU151d3WTjMV9MzocDAfblC6rDT/DA5RXb1e3J3dvTSyoa9cXkfCQQYF+hyNNnTqvG7clk2N7Spl5s9939W4iGQup/bNTBBYDxxbDRV/CaX4Dqh+UQ4UCA3e3tPHtB96ItptP0ZXPqQ7p7e3oIBwK+WA4RCQS4tb2DX5zXXSzbk8nQk83x1CndqYh39fUDqHtrB1x4Pa8GHCYulm/gdbDYhQi+WIAaDgTY0dLKoUuXVOMW0mny6bT6F/aebm/Lz098sAA1Egiwo7WVFy7pbv3qzmToSKX5qXIveX7Lj/bKeWvgAjAGU1m51lm95Qt43VHbZO2HvYrhQIC+bI7Dyne+Cuk0rYkEz7+pu+/t7tomaz/sVYwEAvTlcuqblrszGXLxOM8pfxceqG2y1vbWKrjm5YOUOA1/t/FAocjV2RleuOgPcBUzGfXq0IV0mkw0ysuXL6vGvaurm9HytG/AVcw0qaeJ6UqnSUYi6t7e39vH4ORVf4JrnXcbReRhETkqIsdF5JPXeD0nIt8UkZdF5J9F5NbVnnstNTS83llLJOiHtDbhQICOVEo9eVw+lSIWCnFkcFA17p21RIJ+SGsTCQToSKU5NTKsGrcrnSYaCqt7e29PLxcnxtW93RRwgTdsnK0sOZaTiASBzwKP4FXG/pCI7Fr0tk8Bh4wxbwd+G/jMGs5dooaF1/58gSsWErLZAldLPMH5Md10vZ2pFKFAkJPDuhftwWIXFyfGfZFIMBII0JxIcG5sVDVuMZ1GJMAJ5UXD99RSN2t7u2ngwpuvN9XqkmMFHQCOG2NOGmNmgK8CH1j0nl3AUwDGmCNAn4h0rPLcJWrIOa99+TwXJyZ8kXM+HAjQFItx6eqEatzOVApA/aI9UChybmzMFznnI4EAmViMSxO63hZSKeaM4cK4rrd3dfdwanhY3dvNBBfAuCl978nZr7Re46WYiDy/4PFjxpjHaj8XgYW3f88Ddyw6/yXgXwI/FZEDQC9ecdrVnLtEDQevvZ15K5VobIErGYkwODmpGrcjmaQyN6ced3+hwOnREV9U+bHlbSGVYsaCt3d2dXO8NKTu7WaDC8AY8/A6TpNrhVr0+NPAZ0TkEPAK8CJQWeW5S9RQ8NrT0ckZC7X/bIArFAgQC4UYmZ5WjdueTFKuVtXj3p7Pc3J42Bd1FcOBALFQmGFlD/KpFJOVirq385Wstb2tB7g2oPNA94LHXcCv3K0wxowBvwcgXoXZU7UjsdK511LDzHm9vb2DUyP6F5ctcEWCQcZnZlTjtiUSTM7Oql9cezvzHCuVfAOucDDI+IxuZejOZJLxmRl1b99ZKPL64JWbHVwAzwHbRaRfRCLAB4FvL3yDiGRrrwF8FHi6BrQVz72WGqLndWtbO8eHS0zOzqrGtQWukATU29qWSDAxM8tURTfuno5Ojg4NqrfXFriCAX1vO5JJRssz6t7eni9w+MqAent9CC6MMRUR+RjwPSAIPG6MOSwi/672+ueAtwFfFJEq8BrwkeXOXekz6w6vXa1tHCsNUVbejmALXAJMV3VXH7cmEoyWy8woe3BbeztHBq+oe2sLXADTyiu72xMJhqen1b19R2eeVwcuq3vrR3DNyxjzBPDEouc+t+DnZ4Dtqz13JdUVXjtbWnmjNERFeROoLXAZY6gY3YySLfE4I9PT6h7sbmvjyOAgs8pxbYArFAgwZwxVZW/bEglKFrx9e0cHhwcuq3vrZ3DVQ3WD1/bmFo6VhtS/sDbAFRRhzhjmlNvaXAOXtgc7W1o5MjioHtcKuCx52xKPU5qaUvdgd1s7hwcG1OM6cK1d656wF5FuEfmRiLwuIodF5OOrPXdrrpnjNzm4srEYwxYurh3NLRwd8g+4qpb+KNgA19ta23jtigNXo2gjPa8K8EfGmBdEJA38UkSeNMYsm7CoP5tVX9UM9sCl/UUFaIpG1e96AWzN5XhDeV8l2AFXUER9CA6Qi8XU7/wB7Ghp4fXBK+pxHbjWr3X3vIwxF40xL9R+Hgdex1spe11FgkFOKe/9AzvgsjE0AJitzjFa1l0GANCXzXJCeRsR2AHXkcErVrw1BvW1YeCNFLS3+4AD10alMuclIn3AXuDZa7z2KPAoQLKtjfdu2arxkf9D05UK0VBINe7Z0VHu6+0jG4upxQS4cvUqb2trY0supxp3cnaWWCjE9uYW1bjTlQoxS942x+NqMQEGJyfZ1tzCtuZm1bhTs7NEQyH135kNb8+NjeoV4PCBNgwvEUkBXwc+UVtw9iuq7X16DCDa0200C2bYHCreOdWtWtwjHYkwPjPDdLWimsWgt6mJM6O6e/TA3lCxagz7C0VVb5uiUUbLZUbL06qb2PuzOfVMFmCnxxUOBNTvfja6NrTCXkTCeOD6sjHmGzpNWp38NMc1Dy5t+QlcIYvzhzaG4Q5cja+N3G0U4K+A140x/1mvSSvL5l1FbTlwOXDNyxa4tNex+UUb6XndDfwW8G4ROVQ73q/UruvK2gJUVrGNfY1y4KotQEXfWwcuL2VQ1Rh1b/2idc95GWN+yrVTWViTzZXz2r0uBy6vV2BjjZwD11vgsjFa8IsaJqvESrK5V1F7SOPA9dZeRW1vHbi8JUcGfW/9Jl/Ay2Z2CO2JTgeut7JDaHvrwAXRYJCAyE05Qb9YDQ8vm/m4tLNDOHC9lY9LOzuEA5cHrlAgoO6tX9XQ8LKVujkeCqnnYHLgeisDqra3DlweuKKhEFeVvfWzGhZeNnPOa0PGgcubQE5FIuoZUB24PHAlwmHGLPjgZzUkvGxW+dHeEO3A9VaVH+19hQ5cHrgy0aiVPZt+V8PBy2ZdRe2KMQ5cb9VV1PbWgQtiwSDN8ThXlL29UdRQ8LJZyVq7rqID13wl65R6XUUHLg9cbckUF5W9vZHUMPCyBa5iJqNeydqBywNXMdPEOWVvHbg8cBUyGfWCwzeaGgJetsDVl81xWjl/mAOXB66+nD4MHLg8cPVmc6rZMW5U1R1etsC1o6WVY8pZRR24PHDtaG1VT87nwOWBa3tLK0eH9FIm3ciqK7xsgWt3ezuHrwyoxnXg8sC1u72DVwd0vXXg8sC1u72DVwYuq8a9kVU3eNkC1758gUOXLqnGdeDywLWvUODFSxdV4zpweeDamy/wy4srVrh3WqC6wMsWuA52dfPsBd2L1oHLA9fB7h71uA5cHrgOdnfzzPlzqnFvBm06vGyB6/7ePn5y9oxqXAcuD1z39/Xz9JnTqnEduDxw3d/Xz49Pn1aNe7NoU+GVDEfUwQXw0NZt/ODUSdWYJ0slK+BKhiO+ARfA+7ZtV803D3BmdMQKuLKxmG/ABZ633ztxXD3uzaJNrZg9XZklFYmoxYsGg9zS2so/nTmtGjcWCtHT1KQaEyCfSlM1c+pxb2tr55WBAWVvQ+xoaeFHp0+pxk2EwnRnMuoeFNMZypWqvrft7bx0+ZJq3HgozNZcM0+dOqkaNxkOu+pBtlQ1hgml3kwkGOTB/i186+gRlXjzaopGGZycJBQMqrUVvKHisdIQO1tbVeMe7OriGeUeVzQY5D1btvL3R15XjZuLxRiYvEpAAqoe9GdzHB0aZEsupxrXRo8rHgpxX28vX3992drMa1ZzLM7lq1dVYza66r7Oaz2KBIM8sm27OriysZiV4Yyf5riiwSCPbN+hDq7meNzK5mI/zXHFQyHev32HOrha4glK0/pVwhtdvoOXLXA1x+OMWri4HLigJR5neEr/4nLggrZEgtLUzblx21fwsgWulhq4tDOCO3B5F9eIBW8duKA9kaQ0NXXTVg/yDbxsgas1kWC0XFYvZuDABe2JBMPT0+reOnBBRzJFaXrqpi7C4Qt42QJXWyLBWLmsXrTTgQs6kklGLHjrwAWdqRTD01M3bbHZeTU8vGyCa2JmlplqVTWuAxd0JpOMlWfUvXXg8pbbjJXL6t76UQ0NL1vgak8mmapUmKroFjNw4IJ8KsXE7Ky6tw5cUEilmZgpqxc48asaFl62wNWRTDJTraquBwIHLoBCKsVUpaLurQOXtwh3qjJrZdeHX9WQ8LIFrs5Uiqox6kU4HLigkE4zMzen7q0DF3SlM5SrFVeEY5EaDl42wQWoF4pw4IJiOo0xRt1bBy7ozjRRteDtjaCGgpctcOVTKcKBoHqhCAcu6EqnCUhAvVCEAxf0ZJoQgYsT46pxbxQ1DLxsgiseDqsXM3Dg8sAVDel768DlgSscDHLWwnfsRlFDwMsWuArpNE2xmHoxAwcuvMwQ0SgnhkuqcR24oLcpSzISUff2RlPd4WUTXK2JBEcGdYsZOHB54MrF4+reOnB54MrGYrw+eEU17o2ousLLFriK6TSFdJqXL+sWM3Dggp5Mhs6UvrcOXB64OpJJXrqsW4PhRlXd4GUTXH3ZHM+/qVvMwIHLA1dPNsdzytlwHbigrylLT1OTlUzDN6rqAi+b4NrZ2qb+hXXg8sC1vaWNnyrXCXDg8sC1vaVFvQbDja4NwUtEHhaRoyJyXEQ+uZpzbIJrT2eep5Rz2TtweeC6raOTp07p5rJ34PLAdWtHh3qdgJtB64aXiASBzwKPALuAD4nIrmXPQayB62BXN08ce0M1rgOXB64DXd38g7K3DlweuN5ZLPKdN46qxr1ZtJGe1wHguDHmpDFmBvgq8IHlTmiKRdXBBfCu/i3qX6yhyUkr4NqSa7ZS5ccGuADu79vC1147rBpzrDxtBVw7W1qtVPmxAS6A+/r6+G/K3t5MErPOZGYi8q+Bh40xH609/i3gDmPMxxa971Hg0drDW4FX19/cTVUroLsWwK781F4/tRX81d5bjDHpejdiM7SR6kFyjeeWkNAY8xjwGICIPG+M2b+Bz9w0+amt4K/2+qmt4K/2isjz9W7DZmkjw8bzQPeCx12A7voEJycnp+toI/B6DtguIv0iEgE+CHxbp1lOTk5Oy2vdw0ZjTEVEPgZ8DwgCjxtjVpp9fGy9n1cH+amt4K/2+qmt4K/2+qmtG9K6J+ydnJyc6qm6b8x2cnJyWo8cvJycnHypTYHXerYR1Usi0i0iPxKR10XksIh8vN5tWkkiEhSRF0XkO/Vuy0oSkayIfE1EjtQ8vrPebbqeROTf174Dr4rIV0QkVu82LZSIPC4iAyLy6oLnmkXkSRE5Vvs3V8822pR1eK1nG1GdVQH+yBjzNuAg8PsN3l6AjwP6y+vt6DPAd40xO4E9NGi7RaQI/CGw3xhzK95NqQ/Wt1VL9Hng4UXPfRJ4yhizHXiq9viG1Gb0vNa8jaieMsZcNMa8UPt5HO/iKta3VdeXiHQBvwb8Zb3bspJEJAPcB/wVgDFmxhgzUt9WLasQEBeREJCgwdYxGmOeBhanW/0A8IXaz18A/qdNbdQmajPgVQTOLXh8ngaGwUKJSB+wF3i2vi1ZVv8F+GPAD7XftwBXgL+uDXP/UkSS9W7UtWSMuQD8GXAWuAiMGmO+X99WrUodxpiL4P0hBtrr3B5r2gx4rWobUaNJRFLA14FPGGPG6t2ea0lEfh0YMMb8st5tWaVCwD7gL4wxe4GrNOiwpjZX9AGgHygASRH5cH1b5bRQmwEv320jEpEwHri+bIz5Rr3bs4zuBv6FiJzGG46/W0S+VN8mLavzwHljzHxP9mt4MGtEvQc4ZYy5YoyZBb4B3FXnNq1Gl0UkD1D7d6DO7bGmzYCXr7YRiYjgzcm8boz5z/Vuz3IyxvxHY0yXMaYPz9cfGmMatndgjLkEnBORW2pPPQjo55rR0VngoIgkat+JB2nQmwuL9G3gd2o//w7wrTq2xao2klViVVrnNqJ66m7gt4BXRORQ7blPGWOeqGObbiT9AfDl2h+yk8Dv1bk915Qx5lkR+RrwAt4d6BdpsK03IvIV4AGgVUTOA38CfBr4OxH5CB6Af7N+LbQrtz3IycnJl3Ir7J2cnHwpBy8nJydfysHLycnJl3LwcnJy8qUcvJycnHwpBy8nJydfysHLycnJl/r/AWMuG3M2/F0EAAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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j6rl14oIDhQKnR0bUc6vMF4EHVni+hLek8M8XPigiQeDzwIPAHuAhEdmz2ps1pLxsievtnZ1cnJigpDzL3YnLy8Hr42PquXXi8nJwbnRUPbfaGGOexBPUtZ4fMMY8Ayy+dDwInDDGnDLGzADfwJsAvyKbuttoA1vi2t/ZycDVSQauXlWN68QFB/IFLk5MqOfWiQtuL3ZxYWxMPbcr8b53Jc1QaemY2m9eLB8BFtZfe8QYozE9qggs3MfqAnD7aic1lLxsieuWfJ7S1BSvj+suBnbigtsKRa5MXlXPrRMX3NHVzcWJcfXcrsaVUoVf/qCw5PFE4cy0MeaAhbeUZR5bdQ5Iw8jLlrhuzecZK8+oz5534vIEM1KeVs+tExfc2dXN4NRkXdYrGgyzZkvvZl4Auhf83sUqO9RAg4x52RLXgUKB6UpVffmEE5fXnZmszPLakG5unbjgru4exmbK6rldKwaYZW7JYZFngJ0i0i8iEbx9Ab+32kl1v/KyJa7bCgWqxnDkyoBqXCcuOFTsYmauyssDurl14oJ3dPcwVamo53Y9GKBs1i8rEfk68E6gVUQu4K2+CQMYY74gIp3As0AGmBORPwH2GGPGROQTwA/xNjV91BhzZLX3q6u8bInrYLFIUAI8o7yXvROXNw4jAs+9flE1rhMX3N3TQ9UYK5tVrgdjDDMbWHZkjHlolecv4XUJl3vuMeCx9bxf3bqNNsWVDEfUi3A4cXniioVC/Oq8bm6duODunl7CgaB6bjeCQZhd5mg06iIvW+K6vVikJZ5QL8LhxOUNIOfiMfXcOnHBPT29pKNR9QInG2UOmDaBJUejseUtsimuQrpJvVCEE5cnrs50mseO6+bWicsTV2sy2VBFOAwwawJLjkZjS1sUDgSsiWt7c4t6oQg74gr6Tlz9uRzfVi4UYUNc0WDId+Lqacqq53azGIRZE1xyNBpbOmAfCYbUxQUQCgT52ksvqsY8VSpZGThNR6NWqvz0NmXVxQUgInxVObfnx0asVPnJxmJWqvx0ZZrUxQUwZwxfeekF9bibZQ5h2oTr3YxV2VJ5XZ2dIasY7/ZikXQ0xo9PnVSM6l1xbWtu5knFIgkhEd67fQenR3T3Gu9MJrmru5dvKV913tnVTTwcVi+GerBQpFu5elA4EOC923dwdPCKatxiOs3txS6+rVxW756eXoIB4adnzqjGPdTVpVI9yBhhpgGvtBbTeB3ZNTLfVbQhLu0rrpAI9/T1qY/HzReEtSGu/lzOiri8Ky69O1fhQIB7e/vUx4zmC8LaEFdPU9aKuH594YJKLG+SanDJ0WjUfZLqRpgfnNfuKtoS1+1d3fzktO6dpM5kkv35gvo43/zgvHZX0cYYVzgQ4FBXNz9WlmwxnWZfZ169IOz84Lx2V1FTXOCNeU3PuW6jOgeLRZrjCV8MzodE2J8v8Mvz51TjdiaT7GlrV7+Su6Orm2w85ovB+XAgwC35gnr9w2I6ze7WNvUrubt7eklFo+q51RYXzA/YN74aGr+FC5ifgOqH6RAhEfa2d/CM8pe2M5lkW3OL+pyg+QmofpgOEQ4E2NveztOv635pi+k0fVn97vLdPT2EAwF1IdoQF3gD9n4Y8/KNvG4rFAhKwBcTUEMi7Gpp5YXLl1TjdiSTdGWa+JXyldyhYhci+GICajgQYFdLK4cv6ea2kE6TT6fVr5Lf0e0t+fm5cm5tiQu8Afuyu9uow4HaIms/rFUMidCXy/GK8p2vjmSS9mSKZ5Xbe3ttkbUf1iqGAwH6sjn1xfaFdJrWRIJn39DN7V21RdbanzGb4gJvwH7GdRs3z4FCganZii92hwiJUMw0caKkWx26I5kkG4vz0sBl1bgHC0Wuzs74YneIcCBAMZNR396okE6TiUZ58bJubu/s6ma0PK2eW9viAq/bWHYD9pvjlnye0emyL/bjConQkUpzdlR387j2RIJkJMKxoUHVuLfVNhL0w35c4UCAjlRKfWO+fCpFLBTi6KBubu+obSSondutEBe8OcO+0WlYee3v7KQ0NeWLHVBDIrQkEurb9bYnEkRDIU4N605sPZAvcGXyqi92QA0HArTEE1wY081tZypFKBBUz+2hYhcXJ8bVc7tV4gJvzMvJa4O8vVYsww97zodEaIrFuaxcIKEtkSAQCHBe+Ut7Sz7PxYkJX+w5Hw4EaIrFuHR1QjVuZyoFwPmxUdW4BwtFzo+Nqed2K8UFbp7XhtnX0cEb4+O+qPITEiEVjTI0NakatzWRwBi4NKH7pd3fmbdSicaWuJKRCIOTurntSCapzM2pxz1QKHBmdEQ9t1stLpjfVcJdea2L+UrWfqirGBIhHg4zMj29+ovXQWs8TmVuTj3uvo5Ozo6O+KKuYigQIBYKqeegPZmkXK2qx701n+fU8LB6bushLvCuvCpOXmtnb1sbZ0f1qy3bEFdQhEgoxPjMjGrclnic6WqVCeW4b2vv4PTIsC8qWYcCASLBoHpu2xIJJmdn1XO7vzPP8VJJPbf1EhfAnBHK1fWrQUQeBT4ADBhjblrmeQE+B7wfmAR+zxjzXO25M8A4UAUqaymx1hDy2tPWxumRESZnFxfS3Ry2xBUKBNTb2hyPMzk7y1Slohr3prZ2TgyX1NtrS1wh0c9tWyLBxMwsUxXduPs6Ojk2NKje3nqKC97cjHADfBH4v4AvX+P5B4GdteN24C/47eKy7zLGrPnWb93ltbu1lZOlEuWqbp04W+IKiKi3NReLMTEzw4xy3D2tbRwvDam315a4BJiu6sq7NZFgtFxWz+3N7e0cHbyintt6i8tjY91GY8yTItK3wks+CHzZGGOAX4tIVkTyxpgNzZCuq7x2tbRwolSiMqdbE86WuABmlduai8UYn5lRz8HullZeKw2px7UlLmMMlQ1UrFmJlnickelp9RzsbWvj6OCg+mehMcS1YrexVUSeXfD7I8aYR9YRuggsXCZzofbYRbwLvh+JiAH+n7XErZu8djQ3c7JUoqr8gbUlLoO386Um2WiU0XJZPe7O5haOl4bUc2tDXEER5oxRz0FzTVzaOdjd0srRwUH1uI0iLvAsUlm+2zi4lrGoFVhuI7f5RN5ljHlDRNqBx0XkqDHmyZWCbWozwtpl3zdF5KiIvCoid6zlvP5s1lfisvHlarIkru25Zk7c4OLKxmIMT02p52BXcwvHhq5vcQFghMpccMmhwAWge8HvXcAbAMaY+f8OAN8BDq4WbLM7qX4O+IExZjewD1h128nepiZOj4yg+89vR1wBEarGqLc1E4kwWi6rx+3PZjk5XFKPa0tcNnLbFI0yMj2tHnd7LsdrpSH1uA0nLrzSZzNzwSWHAt8DPioeh4BRY8xFEUmKSBpARJLA/cDLqwXbcLdRRDLAPcDvARhjZoAV70NHAkHOjurOagY74np54LL6FQFAuVJlTPl2PUBP7Y+CNjbE9erggPrVC3jd+lHlKQsAfdksJ5WXEUFjigtq87zm1n9dIyJfB96JNzZ2AfgMEAYwxnwBryL2+4ETeFMlfr92agfwHW8mBSHga8aYH6z2fpsZ89oGXAH+WkT2Ab8BPmWM+a0pxiLyMPAwQKqtjffv3LWJt1zKRLlMKhJRjXtquMQ7+/ppT6bUYgJcHB9nb3s7b21rU407Vi6TDIe5qb1DNe54uUxaObdnhod5V982OlNptZgAlybGeUtLK3va2lXjjk9Pk4xE9OOWy6SjUd3cjgwrFeBgQ1daxpiHVnneAB9f5vFTeD23dbEZeYWAW4BPGmOeFpHPAZ8G/rtFDXsEeAQg2tNtNHeTtNVVnDOGQ13dqjtfpsIRJmZnmKrMqu5i0J3JqK9/BLtdxf35gmpu05EI4zMzjExPqy607m3Kqu8SAnauuOZzq8FGr7y2ms208AJwwRjzdO33b+LJbEuwOTivzby4tPGjuLSZF5c2fhJXyEJuqyaw5Gg0NtwiY8wl4LyIvKX20H3AlpT+deLyn7hs5NaJy464jBFmq8ElR6Ox2XlenwS+KiIR4BRvDsBZw+Y8Lu2vlxOXNwF1zsJdRScue7k1QNUH3cZNycsYcxjYzKS1dWFz5rz2lYET15sz57Vz68TlbRlkY44cAAaqRq8wsC3qvrZxrdhcq6i9zMOJ6821itpLfpy4PHEBVsYQoTZgX73Or7y2Cpu7Q2gvrHXienN3CO1F1k5cnriCgQDTyruPLMQYmLveu41bga2NBCOhkPpWJk5cb+7HpZ1bJy5PXGELuV2O6pzrNm4Kmzugan8RnLi8L1fMwiaNTlzzuQ0zPqO/gmAxBvHFgH3DttDmnvNOXPb2nHfi0hdXJBAgFYlsibgAMGDmZMnRaDSkvGxW+dHev9yJ680qP9q5deLyxJWJxRhWzu1qzM3JkqPRaLhuo826itrlyZy43qyrqF2ezInLE1dzIqFeRWo1jIE5H9xtbKgW2qxk7cRlr5K1E5cdcXWk0lsuLo+lXUbXbVwBW+IqZprUi4A6cXniKmYy6pWsnbg8cRUzTepFcdeMG/NaO7bE1ZfLqX9gnbg8cfVlc+ol7Z24PHH15XKcHtHfP2xdzMnSo8Gou7xsiWtXSysnSiXVuE5cnrh2tbRyvDSkGteJyxPXrtZWXhvSze26MTh5rYYtce1t7+CVwSuqcZ24PHHtbW/nyJUB1bhOXJ64bmrv4OUB3dxuFFOVJUejUTd52RLX/nyBFy5fUo3rxOWJ65Z8gcOXdHPrxOWJ65ZCkecubah8oT4GZG7p0WjURV62xHV7VzfPKH9pnbg8cR3q6ubp13W/tE5cnrgOdffw6wvnV3/xlrFMl3EN3UYReVREBkRk2eIZtcIb/4eInBCRF0XklgXPPSAix2rPfXotrdxyedkS1z19ffzy/DnVuE5cnrju7e3j5+fOqsZ14vLEdW/fNp48e0Y17qYxQFWWHqvzReCBFZ5/ENhZOx4G/gJARILA52vP7wEeEpE9q73ZlsorGQ6riwvgvdt38JPTGqUH3uREqWRFXPFQ2DfiArh/+w5+fPqUaswzI8NWxNUUjflGXADv27GTx0+dUI+rwUa6jbUisSvdJfsg8GXj8WsgKyJ5vBqNJ4wxp2pVyL5Re+2KbOkM+3KlSi4WU4sXDgbZ2dzCry+c140bCLI9l+PIwGW1mACtiSTBgKi2FWpVnIcGVeNGQyG25XL86vw51biRYJC+bJZXlAf9O1Ip5ozRz22rVyFbM24sFKIvm+MX586q/5tp/QmX5bcKaxWRZxf8/kitwM5aKQIL+8cXao8t9/jtqwXbUnlVzJzaGq1wIMADO3byn147phJvnkwkyvD0VUREdT1ZdybD8dIQu1tbVeMeLBR5SnksKhIMck9vH989dlQ1blM0WlvpoJvb3qYsRwcH2ZbLqcY91NXFU8pXXNFgkHf29fOdo6vWZ14XuVhMbzb+fLdxKYPGmM3snLxcULPC4yvScGsb14ItcTVFo1aKlvppjCsSDPLgjp3q4spaWLgN/hrjigaDvH/nLnVxNcfjlKamVGNaurt4Aehe8HsX8AYQucbjK1L3SarrxZa4stEYY05cVsTVHI8z6sRlRVwt8TjD2uKyN1Xie8BHa3cdDwGjxpiLwDPAThHprxXz+VDttSviqysvW+LKxWKMlsvqVVicuLwv18j0tHpunbigLZGgNDWlnlsA2cCkVBH5OvBOvLGxC8BngDCAMeYLwGPA+4ETwCS1amPGmIqIfAL4IRAEHjXGHFnt/XwjL3viijM+U1avwuLEBa2JBCPT0+qFIpy4oD2RoGQht8A/TlJd92nGPLTK8wb4+DWeewxPbmvGF/KyJa7meJyJmRkqytWDnLi8q4LRclk9t05c0JFMMjw9rZ7b36IBZ9QvpuHlZUtcLfEEk7MzzChXD3Li8sQ1MTOrnlsnLuhMJhkt639uF9OIy4EW09DysiWu1niC6WqFKeXyUU5c0J5MMjk7y1RFt8KNExfkUynGZ2bUc7uEDXYbt5qGlZc1cSUSVObmmFCe4e3E5XVnytWqem6duKCQSjFZqajndjkEELsXdio0pLxsiastkcQYoz7fyIkLOlMpKnNz6rl14oJCOs1MtWplntyyuCuvjWFLXO2JJIGAcGlCdy97Jy5PXACDk5OqcUHnrYAAABqCSURBVJ24oJhOM2eMem5Xww/yaqhJqjbFFQ0F1YsZOHF54zDhgH5unbigK50mIAEubnURDuN1GxcfjUbDyMuWuDqSKVLRiLpknLg8ccXDYfVCEU5cnriiIf3crhW3GeEasSmubCzGqWHdYgZOXN44TJOF3DpxeZ+vVDTKyWHdGgxrxuDN81p8NBh1l5dNcbUnkxwbGlSN68Tlias1keDooG5unbi8z1cuHlfP7XoQIDC39Gg06iovW+LqTKbozmR4SXk/LicubwC5kE7z4mXd3DpxQU8mQ2dKP7cbwl15XRub4trW3Myzyju2OnF54urL5nj2Dd3cOnF54urJ5tRrMGwIV4Dj2tgU1562Nn6lvJe9E5cnrt2tbep1Apy4PHHtbGnjF8p1AjZDoLr0aDQ2LS8RCYrI8yLy/bW83qa49ufz/OSM7l72TlyeuPZ15nlCeS97Jy5PXDd3dPLE6ZOqcTfFDTRg/ylgTf+iAtbEdUd3D3934rhqXCcuT1yHurp57PhrqnGduDxxHezq5m+Vc7tZhBug2ygiXcDvAH+5ltenIlF1cQHcUsjznaOvqMY8XSpZEVdLPGGlys9d3d3q4gJ4e2eeb72qm9vzoyNWxJVPpa1U+bmru0ddXABv68jzzVdW3XNv6zEQqJolR6Ox2eVB/x7410D6Wi8QkYfxarQRzOXIbPINF5JPpdjd2sZjx3WvuHqamujJZkF5DOJgocjQlO4yj0gwyH3929SvOrsyGXY0N6tfFfRlsxQymp8Cj0NdXVycGFeNGQ0GeXd/P393Qrc8WW9TE71NOb5/XPcP+fZcs171oAa80lrMhq+8ROQDwIAx5jcrvc4Y84gx5oAx5kAwldzo2y0hn0px//Yd/FR5jKs/m+Xc6CjBgO69DJtdRRvies+27fzszBnVuNtzOc6MjBAU3dza7CraENe7+7fz5LkzqnF3tbToTWq9Ae423gX8ExE5g1ck8t0i8hWVVq3CvLi+9MJh1bjbc82cHtHvzvhpjGteXF88/Lxq3F3NLZxUno0P/hrjmhfXXx9+TjXuW1vbeG1oSC2etyWOWXKsep7IAyJyTEROiMinl3k+JyLfEZEXReQfROSmBc+dEZGXROTwotqQ12TD8jLG/BtjTJcxpg+v2sdPjDEf3mi8tWJLXDubWzhlYTmGE5dXFPd4Se/LNY8TF+xta+fo4BXVmBu58hKRIPB54EFgD/CQiOxZ9LI/Aw4bY94GfBT43KLn32WMeftaa0PWfXnQerAlrt0trZwaLqlXYXHigr1tbRwvDann1okL3tbRwdHBK1aqBwUqS49VOAicMMacMsbM4PXGPrjoNXuAJwCMMUeBPhHp2HAbN3riQowxPzPGfEAj1rWwJa49rW2cGC6pV2Fx4oKb29t5bWhIPbdOXN5d4FevXLFYPcgsOfBKmj274Hh4wVlF4PyC3y/UHlvIC8DvAojIQaAXr8Bs7V35kYj8ZlHca9JwmxEuhy1x3dTWzvHSkHoVFicu2NfRydHBK8wq59aJC27NF3h54LJ6bueZn+e1DIMrdOmWK/S42KyfBT4nIoeBl4DngflruruMMW+ISDvwuIgcNcY8uVI7G15etsT1tvYOTgyXKCtXYXHigv2deY4NDarn1okLbisUOXJlQD23v4VZ2wD9Ii4A3Qt+7wJ+axGsMWaMWqFZERHgdO3AGPNG7b8DIvIdvG7oivJq6DEvW+La19HJmdERJmd1q7A4ccGt+Twnh0vquXXigtuLXRwbGlTP7RLMhu42PgPsFJF+EYng3cT73sIXiEi29hzAHwJPGmPGRCQpIunaa5LA/cDLq71hw1552RLX/s48Z0dHGCuXVeM6ccGBQoFTw8PquXXigju6ujk2NKie22ux3nldxpiKiHwC+CEQBB41xhwRkT+qPf8F4K3Al0WkCrwC/EHt9A7gO97FGCHga8aYH6z2ng0pL1viujVf4PzYKKWpKdW4TlxeDs6Mjqjn1okL7uzu4URpSD2316R25bXu04x5DHhs0WNfWPDzU8DOZc47Bexb7/s1nLxsietAvsDFiQkGrupWD3Li8rozF8bG1HPrxAXv6Onl9PCwem5XYn6SaqPTUPKyJa7bCkWuTF7l9XHdhdZOXF535uLEuHpunbjg7p5ezo+Nqud2VWpTJRqdhpGXLXEdLBQZKU9zRnnZjxMX3NnVzeDUpHpunbjgnt4+Lk2Mq+d2bRik2oCLGRfREPKyJa7bi11cnZ1RXfcFTlzgbRMzWp5Wz60TF7yzr5/ByavquV0zGxzz2mrqLi9b4jpU7GJmrsrLAwOqcZ244B3dPUxVKuq5deKCd/X1M1Yuq+d2vbhu4yrYEtcdXd2IwHOvX1SN68QFd/f0UDWG3ygXOHHi8sRVrlbVc7texBik0vjdxrpNUrUprlgoxK/On1/9xevAicsbQA4Hguq5deKCd/dvQ0TUi8dsmLm5pUeDURd52RLXnV3d5OIx9Q0Knbjgnp5e0tGoeoETJy64r38bsVCInygXONkwBqQyt+RoNLZcXjbF1ZlOq28J7cTlias1mVQvwuHE5YkrG4up53ZTGOOuvBYTDgSsias/l+PbyoUibIgrGgz5Tlw9TVn13NoQVywU8p248um0eoETDTayk+pWs6UD9pFgSF1cAAbDV196UTXmyVLJSpWfRDhspcpPIZ1WFxfA7NwcX3npBdWY50dHrFT5yURiVqr8dKTS6uICmJyd5Ssv6uZWBWOg0oBVZhexpfK6OjtDVjHenV3dJCMRHj+lW7DzYKHI9uZmfq5YPSgcCPDe7TvUt5ouptPc0dXNN5X/et/T00s4GFQvNHuoq4vupiygl9tIIMD9O3byyhXd6QU9mQwHil3qV5339W9jzhj1sdm7unvUqgc1YjdxMQ29Jc5KzHcVbYhL+4orHAhwb2+f+rjGfEFYG+LqacpaEZf2FVckEODevm18X7ke6HxBWBviyqfTVsT1S607lcZAtbr0aDDqPkl1I8wPzmt3FW2J61BXNz9WFkExnWafhYKw84Pz2l1FW+I61N3D46d0y5P1ZDLc3NGpXhB2fnBeu6uoKi7w9j913UZ97ujqJhuP+WJwPhwIcEu+oNr9BE9cXrFd3Su5u3t6SUWjvhicjwQC3FIo8uTZM6pxezIZdra0qRfbfXf/NqKhkPofG3VxAWB80W30lbzmJ6D6YTpEOBBgb3s7T7+u+6UtptP0ZXPqXbq7e3oIBwK+mA4RCQS4qb2DX1/QnSzbk8nQk83xxGndoYh39fUDqOfWjrjwrrwasJu4GN/I61CxCxF8MQE1HAiwq6WVw5cuqcYtpNPk02n1D+w7ur0lPz/3wQTUSCDArtZWnruku/SrO5OhI5XmF8pXyfNLfrRnzlsTF4AxmMrqtc7qjS/kdXttkbUf1iqGAwH6sjmOKN/5KqTTtCYSPPuG7rq3u2qLrP2wVjESCNCXy6kvWu7OZMjF4zyj/Fl4Z22RtXZurYprHh9sidPwdxsPFopcnZ3huYv+EFcxk1GvDl1Ip8lEo7x4+bJq3Du7uhktT/tGXMVMk/o2MV3pNMlIRD239/b2MTh51Z/i2uDdRhF5QESOicgJEfn0Ms/nROQ7IvKiiPyDiNy01nOXo6HldVttI0E/bGsTDgToSKXUN4/Lp1LEQiGODg6qxr2jtpGgH7a1iQQCdKTSnB4ZVo3blU4TDYXVc3t3Ty8XJ8bVc7sl4gKv2zhbWXKshIgEgc8DD+JVxn5IRPYsetmfAYeNMW8DPgp8bh3nLqFh5XUgX+CKhQ3ZbImrJZ7gwpjudr2dqRShQJBTw7pf2kPFLi5OjPtiI8FIIEBzIsH5sVHVuMV0GpEAJ5UnDb+jtnWzdm63TFx44/WmWl1yrMJB4IQx5pQxZgb4BvDBRa/ZAzwBYIw5CvSJSMcaz11CQ4553ZLPc3Fiwhd7zocDAZpiMS5dnVCN25lKAah/aQ8WipwfG/PFnvORQIBMLMalCd3cFlIp5ozh9XHd3N7Z3cPp4WH13G6luADGTemHj89+vXWZp2Ii8uyC3x8xxjxS+7kILLz9ewG4fdH5LwC/C/xCRA4CvXjFaddy7hIaTl77O/NWKtHYElcyEmFwclI1bkcySWVuTj3ugUKBM6MjvqjyYyu3hVSKGQu5vaOrmxOlIfXcbrW4AIwxD2zgNFku1KLfPwt8TkQOAy8BzwOVNZ67hIaS176OTs5aqP1nQ1yhQIBYKMTI9LRq3PZkknK1qh731nyeU8PDvqirGA4EiIXCDCvnIJ9KMVmpqOd2vpK1dm7rIa5NcAHoXvB7F/BbdyuMMWPA7wOIV2H2dO1IrHbucjTMmNfb2js4PaL/5bIlrkgwyPjMjGrctkSCydlZ9S/X/s48x0sl34grHAwyPqNbGbozmWR8ZkY9t7cVirw6eOVGFxfAM8BOEekXkQjwIeB7C18gItnacwB/CDxZE9qq5y5HQ1x53dTWzonhEpOzs6pxbYkrJAH1trYlEkzMzDJV0Y27r6OTY0OD6u21Ja5gQD+3Hckko+UZ9dzemi9w5MqAent9KC6MMRUR+QTwQyAIPGqMOSIif1R7/gvAW4Evi0gVeAX4g5XOXe096y6vPa1tHC8NUVZejmBLXAJMV3VnH7cmEoyWy8wo5+Dm9naODl5Rz60tcQFMK8/sbk8kGJ6eVs/t2zvzvDxwWT23fhTXPMaYx4DHFj32hQU/PwXsXOu5q1FXee1uaeW10hAV5UWgtsRljKFidHeUbInHGZmeVs/B3rY2jg4OMqsc14a4QoEAc8ZQVc5tWyJByUJu39bRwZGBy+q59bO46kHd5LWzuYXjpSH1D6wNcQVFmDOGOeW2NtfEpZ2D3S2tHB0cVI9rRVyWctsSj1OamlLPwd62do4MDKjHdeJaPxsesBeRbhH5qYi8KiJHRORTaz13e66ZEze4uLKxGMMWvly7mls4NuQfcVUt/VGwIa63trbxyhUnrkZhM1deFeBPjTHPiUga+I2IPG6MWXHDov5sVn1WM9gTl/YHFaApGlW/6wWwPZfjNeV1lWBHXEER9S44QC4WU7/zB7CrpYVXB6+ox3Xi2jgbvvIyxlw0xjxX+3kceBVvpuw1iQSDnFZe+wd2xGWjawAwW51jtKw7DQCgL5vlpPIyIrAjrqODV6zk1hjU54aB11PQXu4DTlybRWXMS0T6gP3A08s89zDwMECyrY33btuu8Zb/yHSlQjQUUo17bnSUe3r7yMZiajEBrly9ylvb2tiWy6nGnZydJRYKsbO5RTXudKVCzFJum+NxtZgAg5OT7GhuYUdzs2rcqdlZoqGQ+r+ZjdyeHxvVK8DhAzYtLxFJAd8C/qQ24ey3qK19egQg2tNtNAtm2Owq3jHVrVrcIx2JMD4zw3S1orqLQW9TE2dHddfogb2uYtUYDhSKqrltikYZLZcZLU+rLmLvz+bUd7IAO1dc4UBA/e5no7OpGfYiEsYT11eNMd/WadLa8NMY17y4tPGTuEIWxw9tdMOduBqfzdxtFOCvgFeNMf9Or0mrY/OuojZOXE5c89gSl/Y8Nr+wmSuvu4CPAO8WkcO14/1K7bom1iagsoZl7OvEias2ARX93DpxeVsGVY1Rz61f2PCYlzHmFyy/lYU1bM6c177qcuLyrgpszJFz4npTXDZ6C36hYXaVWA2baxW1uzROXG+uVdTOrROXN+XIoJ9bv+ELedncHUJ7oNOJ683dIbRz68QF0WCQgMgNOUC/mIaXl839uLR3h3DienM/Lu3dIZy4PHGFAgH13PqVhpaXra2b46GQ+h5MTlxv7oCqnVsnLk9c0VCIq8q59TMNKy+be85rS8aJyxtATkUi6jugOnF54kqEw4xZyIOfaUh52azyo70g2onrzSo/2usKnbg8cWWiUStrNv1Ow8nLZl1F7YoxTlxv1lXUzq0TF8SCQZrjca4o5/Z6oaHkZbOStXZdRSeu+UrWKfW6ik5cnrjakikuKuf2eqJh5GVLXMVMRr2StROXJ65iponzyrl14vLEVchk1AsOX280hLxsiasvm+OM8v5hTlyeuPpy+jJw4vLE1ZvNqe6Ocb1Sd3nZEteullaOK+8q6sTliWtXa6v65nxOXJ64dra0cmxIb8uk65m6ysuWuPa2t3PkyoBqXCcuT1x72zt4eUA3t05cnrj2tnfw0sBl1bjXM3WTly1x3ZIvcPjSJdW4TlyeuG4pFHj+0kXVuE5cnrj25wv85uKqFe4dC6iLvGyJ61BXN0+/rvuldeLyxHWou0c9rhOXJ65D3d08deG8atwbgS2Xly1x3dvbx8/PnVWN68Tlievevn6ePHtGNa4Tlyeue/v6+dmZM6pxbxS2VF7JcERdXAD3b9/Bj0+fUo15qlSyIq5kOOIbcQG8b8dO1f3mAc6OjlgRVzYW8424wMvtD0+eUI97o7ClFbOnK7OkIhG1eNFgkLe0tvL3Z8+oxo2FQvQ0NanGBMin0lTNnHrcm9vaeWlgQDm3IXa1tPDTM6dV4yZCYbozGfUcFNMZypWqfm7b23nh8iXVuPFQmO25Zp44fUo1bjIcdtWDbFE1hgmlq5lIMMh9/dv47rGjKvHmaYpGGZycJBQMqrUVvK7i8dIQu1tbVeMe6uriKeUrrmgwyHu2bec/Hn1VNW4uFmNg8ioBCajmoD+b49jQINtyOdW4Nq644qEQ9/T28q1XV6zNvG6aY3EuX72qGrPRqfs8r40QCQZ5cMdOdXFlYzEr3Rk/jXFFg0Ee3LlLXVzN8biVxcV+GuOKh0K8f+cudXG1xBOUpvWrhDc6vpOXLXE1x+OMWvhyOXFBSzzO8JT+l8uJC9oSCUpTN+bCbV/Jy5a4Wmri0t4R3InL+3KNWMitExe0J5KUpqZu2OpBvpGXLXG1JhKMlsvqxQycuKA9kWB4elo9t05c0JFMUZqeuqGLcPhCXrbE1ZZIMFYuqxftdOKCjmSSEQu5deKCzlSK4empG7bY7DwNLy+b4pqYmWWmWlWN68QFnckkY+UZ9dw6cXnTbcbKZfXc+pGGlpctcbUnk0xVKkxVdIsZOHFBPpViYnZWPbdOXFBIpZmYKasXOPErDSsvW+LqSCaZqVZV5wOBExdAIZViqlJRz60TlzcJd6oya2XVh19pSHnZEldnKkXVGPUiHE5cUEinmZmbU8+tExd0pTOUqxVXhGMRDScvm+IC1AtFOHFBMZ3GGKOeWycu6M40UbWQ2+uBhpKXLXHlUynCgaB6oQgnLuhKpwlIQL1QhBMX9GSaEIGLE+Oqca8XGkZeNsUVD4fVixk4cXniiob0c+vE5YkrHAxyzsJn7HqhIeRlS1yFdJqmWEy9mIETF97OENEoJ4dLqnGduKC3KUsyElHP7fVG3eVlU1ytiQRHB3WLGThxeeLKxePquXXi8sSVjcV4dfCKatzrkbrKy5a4iuk0hXSaFy/rFjNw4oKeTIbOlH5unbg8cXUkk7xwWbcGw/VK3eRlU1x92RzPvqFbzMCJyxNXTzbHM8q74TpxQV9Tlp6mJis7DV+v1EVeNsW1u7VN/QPrxOWJa2dLG79QrhPgxOWJa2dLi3oNhuudTclLRB4QkWMickJEPr2Wc2yKa19nnieU97J34vLEdXNHJ0+c1t3L3onLE9dNHR3qdQJuBDYsLxEJAp8HHgT2AA+JyJ4Vz0GsietQVzePHX9NNa4Tlyeug13d/K1ybp24PHHdVizy/deOqca9UdjMlddB4IQx5pQxZgb4BvDBlU5oikXVxQXwrv5t6h+soclJK+Lalmu2UuXHhrgA7u3bxjdfOaIac6w8bUVcu1tarVT5sSEugHv6+vj/lHN7IyFmg5uZicg/Ax4wxvxh7fePALcbYz6x6HUPAw/Xfr0JeHnjzd1SWgHduQB28VN7/dRW8Fd732KMSde7EVvBZqoHyTKPLTGhMeYR4BEAEXnWGHNgE++5ZfipreCv9vqpreCv9orIs/Vuw1axmW7jBaB7we9dgO78BIfD4bgGm5HXM8BOEekXkQjwIeB7Os1yOByOldlwt9EYUxGRTwA/BILAo8aY1UYfH9no+9UBP7UV/NVeP7UV/NVeP7V1U2x4wN7hcDjqSd0XZjscDsdGcPJyOBy+ZEvktZFlRPVCRLpF5Kci8qqIHBGRT9W7TashIkEReV5Evl/vtqyGiGRF5JsicrSW4zvq3aZrISL/qvYZeFlEvi4isXq3aSEi8qiIDIjIywseaxaRx0XkeO2/uXq20SbW5bWRZUR1pgL8qTHmrcAh4OMN3l6ATwH60+vt8DngB8aY3cA+GrTdIlIE/iVwwBhzE95NqQ/Vt1VL+CLwwKLHPg08YYzZCTxR+/26ZCuuvNa9jKieGGMuGmOeq/08jvflKta3VddGRLqA3wH+st5tWQ0RyQD3AH8FYIyZMcaM1LdVKxIC4iISAhI02DxGY8yTwOLtVj8IfKn285eAf7qljdpCtkJeReD8gt8v0MAyWIiI9AH7gafr25IV+ffAvwb8UPt9G3AF+OtaN/cvRSRZ70YthzHmdeDPgXPARWDUGPOj+rZqTXQYYy6C94cYaK9ze6yxFfJa0zKiRkNEUsC3gD8xxozVuz3LISIfAAaMMb+pd1vWSAi4BfgLY8x+4CoN2q2pjRV9EOgHCkBSRD5c31Y5FrIV8vLdMiIRCeOJ66vGmG/Xuz0rcBfwT0TkDF53/N0i8pX6NmlFLgAXjDHzV7LfxJNZI/Ie4LQx5ooxZhb4NnBnndu0Fi6LSB6g9t+BOrfHGlshL18tIxIRwRuTedUY8+/q3Z6VMMb8G2NMlzGmDy+vPzHGNOzVgTHmEnBeRN5Se+g+QH+vGR3OAYdEJFH7TNxHg95cWMT3gI/Vfv4Y8N06tsUqm9lVYk1scBlRPbkL+Ajwkogcrj32Z8aYx+rYpuuJTwJfrf0hOwX8fp3bsyzGmKdF5JvAc3h3oJ+nwZbeiMjXgXcCrSJyAfgM8FngP4jIH+AJ+D+vXwvt4pYHORwOX+Jm2DscDl/i5OVwOHyJk5fD4fAlTl4Oh8OXOHk5HA5f4uTlcDh8iZOXw+HwJf8/P17W54hjW1sAAAAASUVORK5CYII=\n", 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+DDywwvNlvCWFf7XwQREJAl8AHgR2Aw+JyO7V3qwp5WVLXO/s6uLCxARl5VnuTlxeDt4YH1PPrROXl4Ozo6PqudXGGPMknqCu9vyAMeYZYPGl4wHguDHmpDFmBvgW3gT4FdnQ3UYb2BLXvq4uBq5MMnDlimpcJy7YXyhyYWJCPbdOXHB7qZvzY2PquV2JD7wnaYbKS8fUnnupchhYWH/tEWOMxvSoErBwH6vzwO2rndRU8rIlrlsKBcpTU7wxrrsY2IkLbiuWuDx5RT23TlxwR3cPFybG1XO7GpfLVX79o+KSxxPF09PGmP0W3lKWeWzVOSBNIy9b4rq1UGCsMqM+e96JyxPMSGVaPbdOXHBndw+DU5MNWa9oMMyaTb2beR7oWfBzN6vsUANNMuZlS1z7i0WmqzX15RNOXF53ZrI6y+tDurl14oK7enoZm6mo53atGGCWuSWHRZ4BdojIFhGJ4O0L+IPVTmr4lZctcd1WLFIzhsOXB1TjOnHBwVI3M3M1XhnQza0TF7yrp5epalU9t9eCASrm2mUlIt8E3g3kReQ83uqbMIAx5osi0gU8C2SAORH5c2C3MWZMRD4J/BhvU9NHjTGHV3u/hsrLlrgOlEoEJcAzynvZO3F54zAi8PwbF1TjOnHB3b291IyxslnltWCMYWYdy46MMQ+t8vxFvC7hcs89Bjx2Le/XsG6jTXElwxH1IhxOXJ64YqEQvzmnm1snLri7t49wIKie2/VgEGaXOZqNhsjLlrhuL5VoiyfUi3A4cXkDyLl4TD23TlxwT28f6WhUvcDJepkDpk1gydFsbHqLbIqrmG5RLxThxOWJqyud5rFjurl14vLElU8mm6oIhwFmTWDJ0WxsaovCgYA1cW1rbVMvFGFHXEHfiWtLLsd3lQtF2BBXNBjynbh6W7Lqud0oBmHWBJcczcamDthHgiF1cQGEAkG+8fJLqjFPlstWBk7T0aiVKj99LVl1cQGICF9Xzu25sRErVX6ysZiVKj/dmRZ1cQHMGcPXXn5RPe5GmUOYNuFGN2NVNlVeV2ZnyCrGu71UIh2N8dOTJxSjeldcW1tbeVKxSEJIhPdv286pEd29xruSSe7q6eM7yledd3b3EA+H1YuhHiiW6FGuHhQOBHj/tu0cGbysGreUTnN7qZvvKpfVu6e3j2BA+Pnp06pxD3Z3q1QPMkaYacIrrcU0X0d2jcx3FW2IS/uKKyTCPf396uNx8wVhbYhrSy5nRVzeFZfenatwIMC9ff3qY0bzBWFtiKu3JWtFXL89f14lljdJNbjkaDYaPkl1PcwPzmt3FW2J6/buHn52SvdOUlcyyb5CUX2cb35wXruraGOMKxwIcLC7h58qS7aUTrO3q6BeEHZ+cF67q6gpLvDGvKbnXLdRnQOlEq3xhC8G50Mi7CsU+fW5s6pxu5JJdrd3qF/J3dHdQzYe88XgfDgQ4JZCUb3+YSmdZle+Xf1K7u7ePlLRqHputcUF8wP2za+G5m/hAuYnoPphOkRIhD0dnTyj/KXtSibZ2tqmPidofgKqH6ZDhAMB9nR08PQbul/aUjpNf1a/u3x3by/hQEBdiDbEBd6AvR/GvHwjr9uKRYIS8MUE1JAIO9vyvHjpomrczmSS7kwLv1G+kjtY6kYEX0xADQcC7GzLc+iibm6L6TSFdFr9KvldPd6Sn18q59aWuMAbsK+4u4067K8vsvbDWsWQCP25HK8q3/nqTCbpSKZ4Vrm9t9cXWfthrWI4EKA/m1NfbF9Mp8knEjz7pm5u76ovstb+jNkUF3gD9jOu27hx9heLTM1WfbE7REiEUqaF42Xd6tCdySTZWJyXBy6pxj1QLHFldsYXu0OEAwFKmYz69kbFdJpMNMpLl3Rze2d3D6OVafXc2hYXeN3Gihuw3xi3FAqMTld8sR9XSITOVJozo7qbx3UkEiQjEY4ODarGva2+kaAf9uMKBwJ0plLqG/MVUilioRBHBnVze0d9I0Ht3G6GuOCtGfbNTtPKa19XF+WpKV/sgBoSoS2RUN+utyORIBoKcXJYd2Lr/kKRy5NXfLEDajgQoC2e4PyYbm67UilCgaB6bg+WurkwMa6e280SF3hjXk5e6+Sd9WIZfthzPiRCSyzOJeUCCe2JBIFAgHPKX9pbCgUuTEz4Ys/5cCBASyzGxSsTqnG7UikAzo2NqsY9UCxxbmxMPbebKS5w87zWzd7OTt4cH/dFlZ+QCKlolKGpSdW4+UQCY+DihO6Xdl9XwUolGlviSkYiDE7q5rYzmaQ6N6ced3+xyOnREfXcbra4YH5XCXfldU3MV7L2Q13FkAjxcJiR6enVX3wN5ONxqnNz6nH3dnZxZnTEF3UVQ4EAsVBIPQcdySSVWk097q2FAieHh9Vz2whxgXflVXXyWjt72ts5M6pfbdmGuIIiREIhxmdmVOO2xeNM12pMKMd9R0cnp0aGfVHJOhQIEAkG1XPbnkgwOTurntt9XQWOlcvquW2UuADmjFCpXbsaRORR4EPAgDHmpmWeF+DzwAeBSeD3jTHP1587DYwDNaC6lhJrTSGv3e3tnBoZYXJ2cSHdjWFLXKFAQL2trfE4k7OzTFWrqnFvau/g+HBZvb22xBUS/dy2JxJMzMwyVdWNu7ezi6NDg+rtbaS44K3NCNfBl4H/C/jqVZ5/ENhRP24H/prfLS77HmPMmm/9Nlxeu/J5TpTLVGq6deJsiSsgot7WXCzGxMwMM8pxd+fbOVYeUm+vLXEJMF3TlXc+kWC0UlHP7c0dHRwZvKye20aLy2N93UZjzJMi0r/CSz4MfNUYY4DfikhWRArGmHXNkG6ovHa2tXG8XKY6p1sTzpa4AGaV25qLxRifmVHPwa62PK+Xh9Tj2hKXMYbqOirWrERbPM7I9LR6Dva0t3NkcFD9s9Ac4lqx25gXkWcX/PyIMeaRawhdAhYukzlff+wC3gXfT0TEAP/PWuI2TF7bW1s5US5TU/7A2hKXwdv5UpNsNMpopaIed0drG8fKQ+q5tSGuoAhzxqjnoLUuLu0c7GrLc2RwUD1us4gLPItUl+82Dq5lLGoFltvIbT6Rdxlj3hSRDuBxETlijHlypWAb2oywftn3bRE5IiKvicgdazlvSzbrK3HZ+HK1WBLXtlwrx29wcWVjMYanptRzsLO1jaND17e4ADBCdS645FDgPNCz4Odu4E0AY8z8nwPA94ADqwXb6E6qnwd+ZIzZBewFVt12sq+lhVMjI+j+99sRV0CEmjHqbc1EIoxWKupxt2SznBguq8e1JS4buW2JRhmZnlaPuy2X4/XykHrcphMXXumzmbngkkOBHwAfF4+DwKgx5oKIJEUkDSAiSeB+4JXVgq272ygiGeAe4PcBjDEzwIr3oSOBIGdGdWc1gx1xvTJwSf2KAKBSrTGmfLseoLf+S0EbG+J6bXBA/eoFvG79qPKUBYD+bJYTysuIoDnFBfV5XnPXfl0jIt8E3o03NnYe+CwQBjDGfBGvIvYHgeN4UyX+oH5qJ/A9byYFIeAbxpgfrfZ+Gxnz2gpcBr4kInuB54BPG2N+Z4qxiDwMPAyQam/ngzt2buAtlzJRqZCKRFTjnhwu8+7+LXQkU2oxAS6Mj7Ono4O3t7erxh2rVEiGw9zU0akad7xSIa2c29PDw7ynfytdqbRaTICLE+O8rS3P7vYO1bjj09MkIxH9uJUK6WhUN7cjw0oFOFjXlZYx5qFVnjfAny7z+Em8nts1sRF5hYBbgE8ZY54Wkc8DnwH++0UNewR4BCDa22M0d5O01VWcM4aD3T2qO1+mwhEmZmeYqs6q7mLQk8mor38Eu13FfYWiam7TkQjjMzOMTE+rLrTua8mq7xICdq645nOrwXqvvDabjbTwPHDeGPN0/edv48lsU7A5OK/NvLi08aO4tJkXlzZ+ElfIQm5rJrDkaDbW3SJjzEXgnIi8rf7QfcCmlP514vKfuGzk1onLjriMEWZrwSVHs7HReV6fAr4uIhHgJG8NwFnD5jwu7a+XE5c3AXXOwl1FJy57uTVAzQfdxg3JyxhzCNjIpLVrwubMee0rAyeut2bOa+fWicvbMsjGHDkADNSMXmFgWzR8beNasblWUXuZhxPXW2sVtZf8OHF54gKsjCFCfcC+dp1feW0WNneH0F5Y68T11u4Q2ousnbg8cQUDAaaVdx9ZiDEwd713GzcDWxsJRkIh9a1MnLje2o9LO7dOXJ64whZyuxy1Oddt3BA2d0DV/iI4cXlfrpiFTRqduOZzG2Z8Rn8FwWIM4osB+6Ztoc0955247O0578SlL65IIEAqEtkUcQFgwMzJkqPZaEp52azyo71/uRPXW1V+tHPrxOWJKxOLMayc29WYm5MlR7PRdN1Gm3UVtcuTOXG9VVdRuzyZE5cnrtZEQr2K1GoYA3M+uNvYVC20WcnaicteJWsnLjvi6kylN11cHku7jK7buAK2xFXKtKgXAXXi8sRVymTUK1k7cXniKmVa1Ivirhk35rV2bImrP5dT/8A6cXni6s/m1EvaO3F54urP5Tg1or9/2DUxJ0uPJqPh8rIlrp1teY6Xy6pxnbg8ce1sy3OsPKQa14nLE9fOfJ7Xh3Rze80YnLxWw5a49nR08urgZdW4TlyeuPZ0dHD48oBqXCcuT1w3dXTyyoBubteLqcmSo9lomLxsiWtfociLly6qxnXi8sR1S6HIoYu6uXXi8sR1S7HE8xfXVb5QHwMyt/RoNhoiL1viur27h2eUv7ROXJ64Dnb38PQbul9aJy5PXAd7evnt+XOrv3jTWKbLuIZuo4g8KiIDIrJs8Yx64Y3/U0SOi8hLInLLguceEJGj9ec+s5ZWbrq8bInrnv5+fn3urGpcJy5PXPf29fPLs2dU4zpxeeK6t38rT545rRp3wxigJkuP1fky8MAKzz8I7KgfDwN/DSAiQeAL9ed3Aw+JyO7V3mxT5ZUMh9XFBfD+bdv52SmN0gNvcbxctiKueCjsG3EB3L9tOz89dVI15umRYSviaonGfCMugA9s38HjJ4+rx9VgPd3GepHYle6SfRj4qvH4LZAVkQJejcbjxpiT9Spk36q/dkU2dYZ9pVojF4upxQsHg+xobeO358/pxg0E2ZbLcXjgklpMgHwiSTAgqm2FehXnoUHVuNFQiK25HL85d1Y1biQYpD+b5VXlQf/OVIo5Y/Rzm/cqZGvGjYVC9Gdz/OrsGfX/M61f4bL8VmF5EXl2wc+P1AvsrJUSsLB/fL7+2HKP375asE2VV9XMqa3RCgcCPLB9B//59aMq8ebJRKIMT19BRFTXk/VkMhwrD7Ern1eNe6BY4inlsahIMMg9ff18/+gR1bgt0Wh9pYNubvtashwZHGRrLqca92B3N08pX3FFg0He3b+F7x1ZtT7zNZGLxfRm4893G5cyaIzZyM7JywU1Kzy+Ik23tnEt2BJXSzRqpWipn8a4IsEgD27foS6urIWF2+CvMa5oMMgHd+xUF1drPE55ako1pqW7i+eBngU/dwNvApGrPL4iDZ+keq3YElc2GmPMicuKuFrjcUaduKyIqy0eZ1hbXPamSvwA+Hj9ruNBYNQYcwF4BtghIlvqxXw+Un/tivjqysuWuHKxGKOVinoVFicu78s1Mj2tnlsnLmhPJChPTannFkDWMSlVRL4JvBtvbOw88FkgDGCM+SLwGPBB4DgwSb3amDGmKiKfBH4MBIFHjTGHV3s/38jLnrjijM9U1KuwOHFBPpFgZHpavVCEExd0JBKULeQW+KdJqtd8mjEPrfK8Af70Ks89hie3NeMLedkSV2s8zsTMDFXl6kFOXN5VwWilop5bJy7oTCYZnp5Wz+3v0IQz6hfT9PKyJa62eILJ2RlmlKsHOXF54pqYmVXPrRMXdCWTjFb0P7eLacblQItpannZElc+nmC6VmVKuXyUExd0JJNMzs4yVdWtcOPEBYVUivGZGfXcLmGd3cbNpmnlZU1ciQTVuTkmlGd4O3F53ZlKraaeWycuKKZSTFar6rldDgHE7oWdCk0pL1viak8kMcaozzdy4oKuVIrq3Jx6bp24oJhOM1OrWZkntyzuymt92BJXRyJJICBcnNDdy96JyxMXwODkpGpcJy4opdPMGaOe29Xwg7yaan75yqQAABpzSURBVJKqTXFFQ0H1YgZOXN44TDign1snLuhOpwlIgAubXYTDeN3GxUez0TTysiWuzmSKVDSiLhknLk9c8XBYvVCEE5cnrmhIP7drxW1GuEZsiisbi3FyWLeYgROXNw7TYiG3Tlze5ysVjXJiWLcGw5oxePO8Fh9NRsPlZVNcHckkR4cGVeM6cXniyicSHBnUza0Tl/f5ysXj6rm9FgQIzC09mo2GysuWuLqSKXoyGV5W3o/LicsbQC6m07x0STe3TlzQm8nQldLP7bpwV15Xx6a4tra28qzyjq1OXJ64+rM5nn1TN7dOXJ64erM59RoM68IV4Lg6NsW1u72d3yjvZe/E5YlrV75dvU6AE5cnrh1t7fxKuU7ARgjUlh7NxoblJSJBEXlBRH64ltfbFNe+QoGfndbdy96JyxPX3q4CTyjvZe/E5Ynr5s4unjh1QjXuhriBBuw/Dazpf1TAmrju6Onl748fU43rxOWJ62B3D48de101rhOXJ64D3T38nXJuN4pwA3QbRaQb+D3gb9by+lQkqi4ugFuKBb535FXVmKfKZSviaosnrFT5uaunR11cAO/sKvCd13Rze250xIq4Cqm0lSo/d/X0qosL4B2dBb796qp77m0+BgI1s+RoNja6POjfA/8GSF/tBSLyMF6NNoK5HJkNvuFCCqkUu/LtPHZM94qrt6WF3mwWlMcgDhRLDE3pLvOIBIPct2Wr+lVndybD9tZW9auC/myWYkbzU+BxsLubCxPjqjGjwSDv3bKFvz+uW56sr6WFvpYcPzym+4t8W65Vr3pQE15pLWbdV14i8iFgwBjz3EqvM8Y8YozZb4zZH0wl1/t2SyikUty/bTs/Vx7j2pLNcnZ0lGBA916Gza6iDXG9b+s2fnH6tGrcbbkcp0dGCIpubm12FW2I671btvHk2dOqcXe2telNar0B7jbeBfwzETmNVyTyvSLyNZVWrcK8uL7y4iHVuNtyrZwa0e/O+GmMa15cXz70gmrcna1tnFCejQ/+GuOaF9eXDj2vGvft+XZeHxpSi+dtiWOWHKueJ/KAiBwVkeMi8pllns+JyPdE5CUR+UcRuWnBc6dF5GURObSoNuRVWbe8jDH/1hjTbYzpx6v28TNjzEfXG2+t2BLXjtY2TlpYjuHE5RXFPVbW+3LN48QFe9o7ODJ4WTXmeq68RCQIfAF4ENgNPCQiuxe97C+BQ8aYdwAfBz6/6Pn3GGPeudbakA1fHnQt2BLXrrY8J4fL6lVYnLhgT3s7x8pD6rl14oJ3dHZyZPCylepBgerSYxUOAMeNMSeNMTN4vbEPL3rNbuAJAGPMEaBfRDrX3cb1nrgQY8wvjDEf0oh1NWyJa3e+nePDZfUqLE5ccHNHB68PDann1onLuwv82uXLFqsHmSUHXkmzZxccDy84qwScW/Dz+fpjC3kR+BcAInIA6MMrMFt/V34iIs8tintVmm4zwuWwJa6b2js4Vh5Sr8LixAV7O7s4MniZWeXcOnHBrYUirwxcUs/tPPPzvJZhcIUu3XKFHheb9XPA50XkEPAy8AIwf013lzHmTRHpAB4XkSPGmCdXamfTy8uWuN7R0cnx4TIV5SosTlywr6vA0aFB9dw6ccFtxRKHLw+o5/Z3MGsboF/EeaBnwc/dwO8sgjXGjFEvNCsiApyqHxhj3qz/OSAi38Prhq4or6Ye87Ilrr2dXZweHWFyVrcKixMX3FoocGK4rJ5bJy64vdTN0aFB9dwuwazrbuMzwA4R2SIiEbybeD9Y+AIRydafA/gj4EljzJiIJEUkXX9NErgfeGW1N2zaKy9b4trXVeDM6AhjlYpqXCcu2F8scnJ4WD23TlxwR3cPR4cG1XN7Na51XpcxpioinwR+DASBR40xh0Xkj+vPfxF4O/BVEakBrwJ/WD+9E/iedzFGCPiGMeZHq71nU8rLlrhuLRQ5NzZKeWpKNa4Tl5eD06Mj6rl14oI7e3o5Xh5Sz+1VqV95XfNpxjwGPLbosS8u+PtTwI5lzjsJ7L3W92s6edkS1/5CkQsTEwxc0a0e5MTldWfOj42p59aJC97V28ep4WH13K7E/CTVZqep5GVLXLcVS1yevMIb47oLrZ24vO7MhYlx9dw6ccHdvX2cGxtVz+2q1KdKNDtNIy9b4jpQLDFSmea08rIfJy64s7uHwalJ9dw6ccE9ff1cnBhXz+3aMEitCRczLqIp5GVLXLeXurkyO6O67gucuMDbJma0Mq2eWycueHf/FgYnr6jnds2sc8xrs2m4vGyJ62Cpm5m5Gq8MDKjGdeKCd/X0MlWtqufWiQve07+FsUpFPbfXius2roItcd3R3YMIPP/GBdW4Tlxwd28vNWN4TrnAiROXJ65Kraae22tFjEGqzd9tbNgkVZviioVC/ObcudVffA04cXkDyOFAUD23Tlzw3i1bERH14jHrZm5u6dFkNERetsR1Z3cPuXhMfYNCJy64p7ePdDSqXuDEiQvu27KVWCjEz5QLnKwbA1KdW3I0G5suL5vi6kqn1beEduLyxJVPJtWLcDhxeeLKxmLqud0Qxrgrr8WEAwFr4tqSy/Fd5UIRNsQVDYZ8J67elqx6bm2IKxYK+U5chXRavcCJBuvZSXWz2dQB+0gwpC4uAIPh6y+/pBrzRLlspcpPIhy2UuWnmE6riwtgdm6Or738omrMc6MjVqr8ZCIxK1V+OlNpdXEBTM7O8rWXdHOrgjFQbcIqs4vYVHldmZ0hqxjvzu4ekpEIj5/ULdh5oFhiW2srv1SsHhQOBHj/tu3qW02X0mnu6O7h28q/ve/p7SMcDKoXmj3Y3U1PSxbQy20kEOD+7Tt49bLu9ILeTIb9pW71q877tmxlzhj1sdm7enrVqgc1YzdxMU29Jc5KzHcVbYhL+4orHAhwb1+/+rjGfEFYG+LqbclaEZf2FVckEODe/q38ULke6HxBWBviKqTTVsT1a607lcZArbb0aDIaPkl1PcwPzmt3FW2J62B3Dz9VFkEpnWavhYKw84Pz2l1FW+I62NPL4yd1y5P1ZjLc3NmlXhB2fnBeu6uoKi7w9j913UZ97ujuIRuP+WJwPhwIcEuhqNr9BE9cXrFd3Su5u3v7SEWjvhicjwQC3FIs8eSZ06pxezMZdrS1qxfbfe+WrURDIfVfNuriAsD4otvoK3nNT0D1w3SIcCDAno4Onn5D90tbSqfpz+bUu3R39/YSDgR8MR0iEghwU0cnvz2vO1m2N5OhN5vjiVO6QxHv6d8CoJ5bO+LCu/Jqwm7iYnwjr4OlbkTwxQTUcCDAzrY8hy5eVI1bTKcppNPqH9h39XhLfn7pgwmokUCAnfk8z1/UXfrVk8nQmUrzK+Wr5PklP9oz562JC8AYTHX1WmeNxhfyur2+yNoPaxXDgQD92RyHle98FdNp8okEz76pu+7trvoiaz+sVYwEAvTncuqLlnsyGXLxOM8ofxbeXV9krZ1bq+Kaxwdb4jT93cYDxRJXZmd4/oI/xFXKZNSrQxfTaTLRKC9duqQa987uHkYr074RVynTor5NTHc6TTISUc/tvX39DE5e8ae41nm3UUQeEJGjInJcRD6zzPM5EfmeiLwkIv8oIjet9dzlaGp53VbfSNAP29qEAwE6Uyn1zeMKqRSxUIgjg4Oqce+obyToh21tIoEAnak0p0aGVeN2p9NEQ2H13N7d28eFiXH13G6KuMDrNs5WlxwrISJB4AvAg3iVsR8Skd2LXvaXwCFjzDuAjwOfv4Zzl9C08tpfKHLZwoZstsTVFk9wfkx3u96uVIpQIMjJYd0v7cFSNxcmxn2xkWAkEKA1keDc2Khq3FI6jUiAE8qTht9V37pZO7ebJi688XpTqy05VuEAcNwYc9IYMwN8C/jwotfsBp4AMMYcAfpFpHON5y6hKce8bikUuDAx4Ys958OBAC2xGBevTKjG7UqlANS/tAeKJc6Njfliz/lIIEAmFuPihG5ui6kUc8bwxrhubu/s6eXU8LB6bjdTXADjpvzjx2e/mV/mqZiIPLvg50eMMY/U/14CFt7+PQ/cvuj8F4F/AfxKRA4AfXjFaddy7hKaTl77ugpWKtHYElcyEmFwclI1bmcySXVuTj3u/mKR06MjvqjyYyu3xVSKGQu5vaO7h+PlIfXcbra4AIwxD6zjNFku1KKfPwd8XkQOAS8DLwDVNZ67hKaS197OLs5YqP1nQ1yhQIBYKMTI9LRq3I5kkkqtph731kKBk8PDvqirGA4EiIXCDCvnoJBKMVmtqud2vpK1dm4bIa4NcB7oWfBzN/A7dyuMMWPAHwCIV2H2VP1IrHbucjTNmNc7Ojo5NaL/5bIlrkgwyPjMjGrc9kSCydlZ9S/Xvq4Cx8pl34grHAwyPqNbGbormWR8ZkY9t7cVS7w2ePlGFxfAM8AOEdkiIhHgI8APFr5ARLL15wD+CHiyLrRVz12Oprjyuqm9g+PDZSZnZ1Xj2hJXSALqbW1PJJiYmWWqqht3b2cXR4cG1dtrS1zBgH5uO5NJRisz6rm9tVDk8OUB9fb6UFwYY6oi8kngx0AQeNQYc1hE/rj+/BeBtwNfFZEa8Crwhyudu9p7Nlxeu/PtHCsPUVFejmBLXAJM13RnH+cTCUYrFWaUc3BzRwdHBi+r59aWuACmlWd2dyQSDE9Pq+f2nV0FXhm4pJ5bP4prHmPMY8Bjix774oK/PwXsWOu5q9FQee1qy/N6eYiq8iJQW+IyxlA1ujtKtsXjjExPq+dgT3s7RwYHmVWOa0NcoUCAOWOoKee2PZGgbCG37+js5PDAJfXc+llcjaBh8trR2sax8pD6B9aGuIIizBnDnHJbW+vi0s7BrrY8RwYH1eNaEZel3LbF45SnptRzsKe9g8MDA+pxnbiunXUP2ItIj4j8XEReE5HDIvLptZ67LdfK8RtcXNlYjGELX66drW0cHfKPuGqWfinYENfb8+28etmJq1nYyJVXFfgLY8zzIpIGnhORx40xK25YtCWbVZ/VDPbEpf1BBWiJRtXvegFsy+V4XXldJdgRV1BEvQsOkIvF1O/8Aexsa+O1wcvqcZ241s+6r7yMMReMMc/X/z4OvIY3U/aqRIJBTimv/QM74rLRNQCYrc0xWtGdBgDQn81yQnkZEdgR15HBy1Zyawzqc8PA6yloL/cBJ66NojLmJSL9wD7g6WWeexh4GCDZ3s77t27TeMt/YrpaJRoKqcY9OzrKPX39ZGMxtZgAl69c4e3t7WzN5VTjTs7OEguF2NHaphp3ulolZim3rfG4WkyAwclJtre2sb21VTXu1Ows0VBI/f/MRm7PjY3qFeDwARuWl4ikgO8Af16fcPY71Nc+PQIQ7e0xmgUzbHYV75jqUS3ukY5EGJ+ZYbpWVd3FoK+lhTOjumv0wF5XsWYM+4sl1dy2RKOMViqMVqZVF7FvyebUd7IAO1dc4UBA/e5ns7OhGfYiEsYT19eNMd/VadLa8NMY17y4tPGTuEIWxw9tdMOduJqfjdxtFOA/AK8ZY/6dXpNWx+ZdRW2cuJy45rElLu15bH5hI1dedwEfA94rIofqxweV2nVVrE1AZQ3L2K8RJ676BFT0c+vE5W0ZVDNGPbd+Yd1jXsaYX7H8VhbWsDlzXvuqy4nLuyqwMUfOiestcdnoLfiFptlVYjVsrlXU7tI4cb21VlE7t05c3pQjg35u/YYv5GVzdwjtgU4nrrd2h9DOrRMXRINBAiI35AD9YppeXjb349LeHcKJ6639uLR3h3Di8sQVCgTUc+tXmlpetrZujodC6nswOXG9tQOqdm6duDxxRUMhrijn1s80rbxs7jmvLRknLm8AORWJqO+A6sTliSsRDjNmIQ9+pinlZbPKj/aCaCeut6r8aK8rdOLyxJWJRq2s2fQ7TScvm3UVtSvGOHG9VVdRO7dOXBALBmmNx7msnNvrhaaSl81K1tp1FZ245itZp9TrKjpxeeJqT6a4oJzb64mmkZctcZUyGfVK1k5cnrhKmRbOKefWicsTVzGTUS84fL3RFPKyJa7+bI7TyvuHOXF54urP6cvAicsTV182p7o7xvVKw+VlS1w72/IcU95V1InLE9fOfF59cz4nLk9cO9ryHB3S2zLpeqah8rIlrj0dHRy+PKAa14nLE9eejk5eGdDNrROXJ649HZ28PHBJNe71TMPkZUtctxSKHLp4UTWuE5cnrluKRV64eEE1rhOXJ659hSLPXVi1wr1jAQ2Rly1xHezu4ek3dL+0TlyeuA729KrHdeLyxHWwp4enzp9TjXsjsOnysiWue/v6+eXZM6pxnbg8cd3bv4Unz5xWjevE5Ynr3v4t/OL0adW4NwqbKq9kOKIuLoD7t23np6dOqsY8WS5bEVcyHPGNuAA+sH2H6n7zAGdGR6yIKxuL+UZc4OX2xyeOq8e9UdjUitnT1VlSkYhavGgwyNvyef7hzGnVuLFQiN6WFtWYAIVUmpqZU497c3sHLw8MKOc2xM62Nn5++pRq3EQoTE8mo56DUjpDpVrTz21HBy9euqgaNx4Ksy3XyhOnTqrGTYbDrnqQLWrGMKF0NRMJBrlvy1a+f/SISrx5WqJRBicnCQWDam0Fr6t4rDzErnxeNe7B7m6eUr7iigaDvG/rNv7TkddU4+ZiMQYmrxCQgGoOtmRzHB0aZGsupxrXxhVXPBTinr4+vvPairWZr5nWWJxLV66oxmx2Gj7Paz1EgkEe3L5DXVzZWMxKd8ZPY1zRYJAHd+xUF1drPG5lcbGfxrjioRAf3LFTXVxt8QTlaf0q4c2O7+RlS1yt8TijFr5cTlzQFo8zPKX/5XLigvZEgvLUjblw21fysiWutrq4tHcEd+LyvlwjFnLrxAUdiSTlqakbtnqQb+RlS1z5RILRSkW9mIETF3QkEgxPT6vn1okLOpMpytNTN3QRDl/Iy5a42hMJxioV9aKdTlzQmUwyYiG3TlzQlUoxPD11wxabnafp5WVTXBMzs8zUaqpxnbigK5lkrDKjnlsnLm+6zVilop5bP9LU8rIlro5kkqlqlamqbjEDJy4opFJMzM6q59aJC4qpNBMzFfUCJ36laeVlS1ydySQztZrqfCBw4gIoplJMVavquXXi8ibhTlVnraz68CtNKS9b4upKpagZo16Ew4kLiuk0M3Nz6rl14oLudIZKreqKcCyi6eRlU1yAeqEIJy4opdMYY9Rz68QFPZkWahZyez3QVPKyJa5CKkU4EFQvFOHEBd3pNAEJqBeKcOKC3kwLInBhYlw17vVC08jLprji4bB6MQMnLk9c0ZB+bp24PHGFg0HOWviMXS80hbxsiauYTtMSi6kXM3DiwtsZIhrlxHBZNa4TF/S1ZElGIuq5vd5ouLxsiiufSHBkULeYgROXJ65cPK6eWycuT1zZWIzXBi+rxr0eaai8bImrlE5TTKd56ZJuMQMnLujNZOhK6efWicsTV2cyyYuXdGswXK80TF42xdWfzfHsm7rFDJy4PHH1ZnM8o7wbrhMX9Ldk6W1psbLT8PVKQ+RlU1y78u3qH1gnLk9cO9ra+ZVynQAnLk9cO9ra1GswXO9sSF4i8oCIHBWR4yLymbWcY1Nce7sKPKG8l70Tlyeumzu7eOKU7l72TlyeuG7q7FSvE3AjsG55iUgQ+ALwILAbeEhEdq94DmJNXAe7e3js2OuqcZ24PHEd6O7h75Rz68Tlieu2Uokfvn5UNe6NwkauvA4Ax40xJ40xM8C3gA+vdEJLLKouLoD3bNmq/sEampy0Iq6tuVYrVX5siAvg3v6tfPvVw6oxxyrTVsS1qy1vpcqPDXEB3NPfz/+nnNsbCTHr3MxMRP4l8IAx5o/qP38MuN0Y88lFr3sYeLj+403AK+tv7qaSB3TnAtjFT+31U1vBX+19mzEm3ehGbAYbqR4kyzy2xITGmEeARwBE5FljzP4NvOem4ae2gr/a66e2gr/aKyLPNroNm8VGuo3ngZ4FP3cDuvMTHA6H4ypsRF7PADtEZIuIRICPAD/QaZbD4XCszLq7jcaYqoh8EvgxEAQeNcasNvr4yHrfrwH4qa3gr/b6qa3gr/b6qa0bYt0D9g6Hw9FIGr4w2+FwONaDk5fD4fAlmyKv9SwjahQi0iMiPxeR10TksIh8utFtWg0RCYrICyLyw0a3ZTVEJCsi3xaRI/Uc39HoNl0NEfnX9c/AKyLyTRGJNbpNCxGRR0VkQEReWfBYq4g8LiLH6n/mGtlGm1iX13qWETWYKvAXxpi3AweBP23y9gJ8GtCfXm+HzwM/MsbsAvbSpO0WkRLwZ8B+Y8xNeDelPtLYVi3hy8ADix77DPCEMWYH8ET95+uSzbjyuuZlRI3EGHPBGPN8/e/jeF+uUmNbdXVEpBv4PeBvGt2W1RCRDHAP8B8AjDEzxpiRxrZqRUJAXERCQIImm8dojHkSWLzd6oeBr9T//hXgn29qozaRzZBXCTi34OfzNLEMFiIi/cA+4OnGtmRF/j3wbwA/1H7fClwGvlTv5v6NiCQb3ajlMMa8AfwVcBa4AIwaY37S2FatiU5jzAXwfhEDHQ1ujzU2Q15rWkbUbIhICvgO8OfGmLFGt2c5RORDwIAx5rlGt2WNhIBbgL82xuwDrtCk3Zr6WNGHgS1AEUiKyEcb2yrHQjZDXr5bRiQiYTxxfd0Y891Gt2cF7gL+mYicxuuOv1dEvtbYJq3IeeC8MWb+SvbbeDJrRt4HnDLGXDbGzALfBe5scJvWwiURKQDU/xxocHussRny8tUyIhERvDGZ14wx/67R7VkJY8y/NcZ0G2P68fL6M2NM014dGGMuAudE5G31h+4D9Pea0eEscFBEEvXPxH006c2FRfwA+ET9758Avt/AtlhlI7tKrIl1LiNqJHcBHwNeFpFD9cf+0hj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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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LG8/M3jDsQETEM5K+CjwNbAN+HBE/7r2cpEXAouyzCRx44DeHu8k3mTJlHMuWncmUKYUNaWY1GjnEmAicAOwDTAXGSvpI7+UiYnFEHBoRh2ZPMorRE4dZsyYVNqaZ7aqRFymPBVZFxIaI2A7cBLy7mGn1z3Ewa41GAvE0MFfSbsr+qsgxwIpiplWf42DWOsMORETcDdwA3Ac8lI+1uKB59clxMGstZX/Or0Ub09SAs4e1ruNgNjBJy7PX+4pR+i9rDYbjYFaO5APhOJiVJ+lAOA5m5Uo2EI6DWfmSDITjYJaG5ALhOJilI6lAOA5maUkmEI6DWXqSCITjYJam0gPhOJilq9RAOA5maSstEI6DWfpKCYTjYFYNLQ+E42BWHS0NREdHm+NgViGNvqv1kEyevBtLl65i6dJVhY152GFTOeSQqYWNZ2ZvqMwbxvRl4cIuliw5jbFjRxY2plmV/UG+YUxfHAez5qtkIBwHs9aoXCAcB7PWqVQgHAez1qpMIBwHs9arRCAcB7NyJB8Ix8GsPEkHwnEwK1eygXAczMqXZCAcB7M0JBcIx8EsHUkFwnEwS0sygXAczNKTRCAcB7M0lR4Ix8EsXaUGwnEwS1tpgXAczNLXUCAk7S7pBkmPSlohad5g1nMczKqh0fekvBT4YUScLGkksNtAKzgOZtUx7PeklNQJPAjsG4McZPz4fWL9+pWOg1mTFP2elI08g9gX2AB8R9I7geXAuRGxtXYhSYuARQBjxkzmrLNubmCTb/aJTxzOggUzCx3TzDKNPIM4FPglMD8i7pZ0KbApIi6uv06x72p90UXz+eIXj0FSYWOaVVlK72q9BlgTEXfnn98AzGl8SoPjOJg137ADERHrgdWSDsivOgZ4pJBZDcBxMGuNRn+K8XfA1flPMJ4Azmp8Sv1zHMxap6FARMQDQGHHOwNxHMxaq/TfxRgsx8Gs9SoRCMfBrBzJB8JxMCtP0oFwHMzKlWwgHAez8iUZCMfBLA3JBcJxMEtHUoFwHMzSkkwgHAez9CQRCMfBLE2lB8JxMEtXqYFwHMzSVlogHAez9JUSCMfBrBpaHgjHwaw6hv2elMMxZcqsWLt2peNg1iQpvav1kG3Y8Dve8pavFDbeyJFtXHvtyX5Xa7MmaWkgdu7s5oUXthUyVkfHCG688RTHwayJSj8PYjh64vCBDxww8MJmNmyVC4TjYNY6lQqE42DWWpUJhONg1nqVCITjYFaO5APhOJiVJ+lAOA5m5Uo2EI6DWfmSDITjYJaG5ALhOJilI6lAOA5maUkmEI6DWXqSCITjYJam0gPhOJilq9RAOA5maSstEI6DWfpKCYTjYFYNDQdCUpuk+yUtGczyjoNZdRTxDOJcYMVgFpTkOJhVSEPvSSlpOvA+4AvABQMtP316J11du/PQQ882stldTJw4hunTOwsbz8ze0Oib1v4z8ElgfL0FJC0CFmWfTeAd7/hWg5t8w/TpnSxbdkZh45nZroZ9iCHp/cBzEbG8v+UiYnFEHJq9V/9uw93cm/TEYb/99ihsTDPbVSOvQcwHPijpSeBa4GhJVxUyqwE4DmatMexARMSnI2J6RHQBpwJLI+Ijhc2sDsfBrHVKP9V6KBwHs9Yq5C9rRcQyYFkRY9XjOJi1XiWeQTgOZuVIPhCOg1l5kg6E42BWrmQD4TiYlS/JQDgOZmlILhCOg1k6kgqE42CWlmQC4TiYpSeJQDgOZmkqPRCOg1m6Sg2E42CWttIC4TiYpa+UQDgOZtXQ8kA4DmbV0dJAdHS0OQ5mFVLI+0EM1uTJu7FkyX8VOua8eTM4/PBphY5pZhlFROs2pqkBZxc23rHH7sstt5zKmDEdhY1pVmWSlmdvEF2M0s+DGC7Hwaz5KhkIx8GsNSoXCMfBrHUqFQjHway1KhMIx8Gs9SoRCMfBrBzJB8JxMCtP0oFwHMzKlWwgHAez8iUZCMfBLA3JBcJxMEtHUoFwHMzSkkwgHAez9CQRCMfBLE2lB8JxMEtXqYFwHMzSVlogHAez9A07EJJmSPqppBWSHpZ07mDXdRzMqqGR96TcAVwYEfdJGg8sl/STiHikv5UcB7PqGPYziIhYFxH35Zc3AyuAft89dvz4UY6DWYUU8q7WkrqAdwF393HbImARwJgxkznttBuL2OTrLrhgHgsWzCx0TDPLNBwISeOAG4HzImJT79sjYjGwOFt2atx888pGN/m6iy9ewJFH7l3YeGa2q4Z+iiGpgywOV0fETcVMaXAuvngBn/vcQiS1crNmf1Aa+SmGgG8DKyLin4qb0sAcB7PWaOQZxHzgdOBoSQ/kH8cXNK+6HAez1hn2axARcRfQ0q9Sx8GstUr/XYzBchzMWq8SgXAczMqRfCAcB7PyJB0Ix8GsXMkGwnEwK1+SgXAczNKQXCAcB7N0JBUIx8EsLckEwnEwS08SgXAczNJUeiAcB7N0lRoIx8EsbaUFwnEwS18pgXAczKqh5YFwHMyqQxHRso1NnXpAPPPMo46DWZNIWh4RhxY1XiHvaj1Yzz67lQkTvlTYeKNHt3PDDaf4Xa3NmqSlgeju7mbz5tcKGWvUqDauv/5DjoNZE5V+HsRwjBrVxve/fyrHHbd/2VMx+71WuUA4DmatU6lAOA5mrVWZQDgOZq1XiUA4DmblSD4QjoNZeZIOhONgVq5kA+E4mJUvyUA4DmZpSC4QjoNZOpIKhONglpZkAuE4mKUniUA4DmZpKj0QjoNZukoNhONglrbSAuE4mKWvlEA4DmbV0FAgJB0naaWkxyV9ajDrOA5m1THsQEhqA74J/BlwEHCapIMGWMdxMKuQRp5BHA48HhFPRMRrwLXACf2tsP/+ezgOZhXSyJvWTgNW13y+Bjii90KSFgGL8k9flfSbBrbZSpOB58uexBBUab5VmitUa74HFDlYI4Ho649bvOmPbETEYmAxgKRfFfme/c1UpblCteZbpblCteYr6VdFjtfIIcYaYEbN59OBtY1Nx8xS0kgg7gXeJmkfSSOBU4FbipmWmaVg2IcYEbFD0ieAHwFtwBUR8fAAqy0e7vZKUKW5QrXmW6W5QrXmW+hcW/q3Oc2sWkr/ZS0zS5cDYWZ1tSQQwzkluyySZkj6qaQVkh6WdG7ZcxqIpDZJ90taUvZcBiJpd0k3SHo038fzyp5TPZLOzx8Dv5F0jaTRZc+plqQrJD1Xe26RpD0k/UTSY/m/ExvZRtMDMZxTsku2A7gwIt4OzAU+nvh8Ac4FVpQ9iUG6FPhhRBwIvJNE5y1pGnAOcGhEzCZ7If7Ucmf1JlcCx/W67lPA7RHxNuD2/PNha8UziCGfkl2miFgXEffllzeTPYCnlTur+iRNB94HXF72XAYiqRNYAHwbICJei4iXyp1Vv9qBMZLagd1I7DyfiLgD2Njr6hOA7+aXvwuc2Mg2WhGIvk7JTvYLrpakLuBdwN3lzqRf/wx8EugueyKDsC+wAfhOfkh0uaSxZU+qLxHxDPBV4GlgHfByRPy43FkNyl4RsQ6yb3bAno0M1opADOqU7NRIGgfcCJwXEZvKnk9fJL0feC4ilpc9l0FqB+YAl0XEu4CtNPgUuFnyY/cTgH2AqcBYSR8pd1at14pAVO6UbEkdZHG4OiJuKns+/ZgPfFDSk2SHbkdLuqrcKfVrDbAmInqekd1AFowUHQusiogNEbEduAl4d8lzGoxnJU0ByP99rpHBWhGISp2SLUlkx8grIuKfyp5PfyLi0xExPSK6yPbr0ohI9rtcRKwHVkvq+Y3DY4BHSpxSf54G5kraLX9MHEOiL6j2cgtwRn75DODmRgZr5Lc5B2WYp2SXaT5wOvCQpAfy6z4TEbeWOKffJ38HXJ1/s3gCOKvk+fQpIu6WdANwH9lPtu4nsVOuJV0DLAQmS1oD/CPwJeB6SR8li9yHGtqGT7U2s3p8JqWZ1eVAmFldDoSZ1eVAmFldDoSZ1eVAmFldDoSZ1fX/Af9axmAj6mjKAAAAAElFTkSuQmCC\n", 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uXMd94oknBiUs9t9//9KEBcCZZ57JnXfm29FpxYoVgxIWo0aNKk1YAFx66WKuuirfQ7zBVtM/ldjU1BTNzc25jtne3v56x6yhOm57ezuSyPb3f/s2blm2wWCNO1jbdjBcccUS5s49+eGIaBqsOfLvn15jg/HCK9u4Zaq1bOMOVq15u/LK3zB37r2DPk85toaZdasMXcPNrA7UXddwM6tPRXQNd2CYlZC7hptZJu4abmaZuGu4mWXiruFmlom7hptZJu4abmaZuGu4mWXiruFmlom7hptZJu4abmaZuGu4mWXiruFmlom7hptZJkOma7ikiyQ9IelxSTdJGp5XYWZDwZDpGi5pDPBFoCkiJgAV4Ky8CjPb1w3FruGNwP6SGoG3AvV5atesDg25ruGS5gBXALuAn0XEp7tYZzYwG2Ds2LGTBqPFvpnVpmv4QA5JDgbOAI4CjgBGSDq783oRcXVENEVE0+jRo/tfqZl1qwxdw6cCz0XE5ojYA9wCfCifsswsq7J0DV8DnCDprUr+yssUoCWfsswsi9J0DY+IZcBC4BHgsXSsq3Oqy8x6UUTX8AH95bOI+BrwtZxqMbOM3DXczDJx13Azy8Rdw80sE3cNN7NM3DXczDJx13Azy8Rdw80sE3cNN7NM3DXczDJx13Azy8Rdw80sE3cNN7NM3DXczDIZMl3DzWxghkzXcDMbmKHYNdzM+mnIdQ3vq6ampmhubq7ZfGZDyWWX3cfll3+kPruGm1n9SMLi/kGfx4FhVnK1CgtwYJiVWi3DAhwYZqVV67AAB4ZZKRURFuDAMCudosICHBhmpVJkWIADw6w0ig4LcGCYlUI9hAU4MMzqXr2EBTgwzOpaPYUFODDM6la9hQU4MMzqUj2GBTgwzOpOvYYFODDM6ko9hwU4MMzqRr2HBTgwzOpCGcICBhgYkg6StFDSU5JaJJ2YV2FmQ0VZwgKgcYCP/w6wKCI+IWk/4K051GQ2ZJQpLGAAgSFpFDAZOA8gInYDu/Mpy2zfV7awgAE0AZb0J8DVwJPAHwMPA3MiYken9WYDswHGjh07afXq1QMq2My6dsUVS5g79+S6bQLcCEwE/j0iPgDsAC7pvFJEXB0RTRHRNHr06AFMZ2bdufLK3zB37r2DPs9AAmMdsC4ilqXfLyQJEDOroWuueZiLLrq7JnP1OzAi4gVgraRj07umkByemFmNzJ//Oy644M6azTfQT0m+AMxPPyFZCXxm4CWZWRa33trCrFm3UcO/RTawwIiI5cCgnWAxs64tWvQsM2cupK2thmmBr/Q0K53771/FjBk3s2dPe83ndmCYlciyZeuYPv0mWlv3FjK/A8OsJJYvf4Fp0+azfXtx10c6MMxKoKVlM6edNo+tW1sLrcOBYVbnVq58malT57F5886iS3FgmNWztWtfYcqU61m//tWiSwEcGGZ1a+PG7UydOo9Vq7YWXcrrHBhmdWjLlp2ceuo8VqzYUnQpb+DAMKsz27a9xrRp83nssU1Fl/ImDgyzOrJjx25OP/1GmpvXF11KlxwYZnWitXUvM2bczNKla4oupVsODLM6sGdPGzNnLuSee1YWXUqPHBhmBWtra+fcc2/jjjueLrqUXjkwzArU3h7Mnv1TFix4vOhSMnFgmBUkIrjwwkVcd93yokvJzIFhVpBLL13MVVc9WHQZfdLvruH90dTUFM3NzTWbz2woqfeu4WZWJ8rQNdzM6kApuoabWfFq3TXcgWFWUkV0DXdgmJWQu4abWSbuGm5mmbhruJll4q7hZpaJu4abWSbuGm5mmbhruJll4q7hZpaJu4abWSbuGm5mmbhruJll4q7hZpaJu4abWSZDqmu4pIqkRyXV7pfyzfYRQ7Fr+BygJYdxzIaUIdc1XNKRwOnA9/Mpx2zoGHJdwyUtBL4BHAB8KSKmd7HObGA2wNixYyetXr263/OZWffqumu4pOnApoh4uKf1IuLqiGiKiKbRo0f3dzoz60EZuoafBPylpFXAAuCjkm7IpSozy6wUXcMj4isRcWREjAfOAhZHxNm5VWZmvXLXcDPLpIiu4Y15DBIR9wH35TGWmfXOXcPNLBN3DTezTNw13MwycddwM8vEXcPNLBN3DTezTNw13MwycddwM8vEXcPNLBN3DTezTNw13MwycddwM8vEXcPNLJMh1TXczPpvKHYNN7N+GHJdw82s/4Zc1/C+ampqiubm5prNZzaUXHbZfVx++Ufqs2u4mdWPJCzuH/R5HBhmJVersAAHhlmp1TIswIFhVlq1DgtwYJiVUhFhAQ4Ms9IpKizAgWFWKkWGBTgwzEqj6LAAB4ZZKdRDWIADw6zu1UtYgAPDrK7VU1iAA8OsbtVbWIADw6wu1WNYgAPDrO7Ua1iAA8OsrtRzWIADw6xu1HtYgAPDrC6UISxgAIEh6Z2S7pXUIukJSXPyLMxsqChLWAA0DuCxe4GLI+IRSQcAD0u6JyKezKk2s31emcICBrCHEREbIuKR9ParQAswJq/CzPZ1ZQsLyKkJsKTxwBJgQkRs67RsNjAbYOzYsZNWr1494PnM7M2uuGIJc+eeXN9NgCWNBH4CXNg5LAAi4uqIaIqIptGjRw90OjPrwpVX/oa5c+8d9HkGFBiShpGExfyIuCWfksysL6655mEuuujumsw1kE9JBFwLtETEt/Irycyymj//d1xwwZ01m28gexgnAecAH5W0PP36eE51mVkvbr21hVmzbqOGf4us/x+rRsRSQDnWYmYZLVr0LDNnLqStrYZpga/0NCud++9fxYwZN7NnT3vN53ZgmJXIsmXrmD79Jlpb9xYyvwPDrCSWL3+BadPms3377sJqcGCYlUBLy2ZOO20eW7e2FlqHA8Oszq1c+TJTp85j8+adRZfiwDCrZ2vXvsKUKdezfv2rRZcCODDM6tbGjduZOnUeq1ZtLbqU1zkwzOrQli07OfXUeaxYsaXoUt7AgWFWZ7Zte41p0+bz2GObii7lTRwYZnVkx47dnH76jTQ3ry+6lC45MMzqRGvrXmbMuJmlS9cUXUq3HBhmdWDPnjZmzlzIPfesLLqUHjkwzArW1tbOuefexh13PF10Kb1yYJgVqL09mD37pyxY8HjRpWTiwDArSERw4YWLuO665UWXkpkDw6wgl166mKuuerDoMvokl67hWTU1NUVzc3PN5jMbSkrRNdzMileKruFmVrxSdA03s+KVqWu4mRWoiK7hDgyzEnLXcDPLxF3DzSwTdw03s0zcNdzMMnHXcDPLxF3DzSwTdw03s0zcNdzMMnHXcDPLxF3DzSwTdw03s0zcNdzMMnHXcDPLZMh0DZc0TdLTkp6VdEleRZkNFUOma7ikCvBd4M+B9wGfkvS+vAoz29cNta7hHwSejYiVEbEbWACckU9ZZvu+MnYNbxzAY8cAa6u+Xwcc33klSbOB2em3r0kqx74XHAa8WHQRfVCmestUK5Sr3mMHc/CBBIa6uO9N7X8i4mrgagBJzYPZAj1PZaoVylVvmWqFctUraVD/jsdADknWAe+s+v5IoD6vNjGzXAwkMB4C3i3pKEn7AWcBd+RTlpnVo34fkkTEXkmfB+4GKsB1EfFELw+7ur/zFaBMtUK56i1TrVCuege11pr+qUQzKzdf6WlmmTkwzCyzmgRGmS4hl/ROSfdKapH0hKQ5RdfUG0kVSY9Kqt3fzOsnSQdJWijpqXQbn1h0Td2RdFH6Gnhc0k2ShhddUzVJ10naVH1tk6RDJN0j6Zn034PznHPQA6OEl5DvBS6OiPcCJwD/s87rBZgDtBRdREbfARZFxHuAP6ZO65Y0Bvgi0BQRE0hO7J9VbFVv8kNgWqf7LgF+ERHvBn6Rfp+bWuxhlOoS8ojYEBGPpLdfJXlBjym2qu5JOhI4Hfh+0bX0RtIoYDJwLUBE7I6I+mlY+WaNwP6SGoG3UmfXGUXEEuClTnefAfwovf0j4Mw856xFYHR1CXndvgGrSRoPfABYVmwlPboS+DJQ+7+b13d/BGwGfpAeQn1f0oiii+pKRDwP/CuwBtgAvBIRPyu2qkwOj4gNkPzwA96W5+C1CIxMl5DXG0kjgZ8AF0bEtqLr6Yqk6cCmiHi46FoyagQmAv8eER8AdpDzLnNe0mP/M4CjgCOAEZLOLraq4tUiMEp3CbmkYSRhMT8ibim6nh6cBPylpFUkh3oflXRDsSX1aB2wLiI69tgWkgRIPZoKPBcRmyNiD3AL8KGCa8pio6R3AKT/5tpJuBaBUapLyCWJ5Bi7JSK+VXQ9PYmIr0TEkRExnmS7Lo6Iuv0pGBEvAGsldfxG5RTgyQJL6ska4ARJb01fE1Oo0xO0ndwBzEpvzwJuz3Pwgfy2aib9vIS8SCcB5wCPSerobPLViLirwJr2JV8A5qc/PFYCnym4ni5FxDJJC4FHSD45e5Q6u0Rc0k3AKcBhktYBXwO+CfxY0vkkoffJXOf0peFmlpWv9DSzzBwYZpaZA8PMMnNgmFlmDgwzy8yBYWaZOTDMLLP/D2aX/h7+Uv8DAAAAAElFTkSuQmCC\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "disv_ml.plot();" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/examples/Notebooks/flopy3_UnstructuredGridPlotting.ipynb b/examples/Notebooks/flopy3_UnstructuredGridPlotting.ipynb deleted file mode 100644 index 1ac4f3edab..0000000000 --- a/examples/Notebooks/flopy3_UnstructuredGridPlotting.ipynb +++ /dev/null @@ -1,361 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FloPy\n", - "\n", - "Flopy has some limited support for working with unstructured grids. This support is expected to improve as new capabilities are developed. This notebook shows how to plot unstructured grids. Grids are represented using a list of vertices and a vertex incidence list, which is just a list of the vertex numbers that comprise a cell." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "flopy is installed in /Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy\n", - "3.7.3 | packaged by conda-forge | (default, Jul 1 2019, 14:38:56) \n", - "[Clang 4.0.1 (tags/RELEASE_401/final)]\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n" - ] - } - ], - "source": [ - "# Set up the environment\n", - "import os\n", - "import sys\n", - "import random\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# run installed version of flopy or add local path\n", - "try:\n", - " import flopy\n", - "except:\n", - " fpth = os.path.abspath(os.path.join('..', '..'))\n", - " sys.path.append(fpth)\n", - " import flopy\n", - "\n", - "from flopy.discretization import UnstructuredGrid\n", - " \n", - "print(sys.version)\n", - "print('numpy version: {}'.format(np.__version__))\n", - "print('matplotlib version: {}'.format(mpl.__version__))\n", - "print('flopy version: {}'.format(flopy.__version__))" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# This is a folder containing some unstructured grids\n", - "datapth = os.path.join('..', 'data', 'unstructured')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Simple functions to load vertices and incidence lists\n", - "def load_verts(fname):\n", - " return(np.genfromtxt(fname))\n", - "\n", - "def load_iverts(fname):\n", - " f = open(fname, 'r')\n", - " iverts = []\n", - " xc = []\n", - " yc = []\n", - " for line in f:\n", - " ll = line.strip().split()\n", - " iverts.append([int(i) - 1 for i in ll[4:]])\n", - " xc.append(float(ll[1]))\n", - " yc.append(float(ll[2]))\n", - " return iverts, np.array(xc), np.array(yc)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# load vertices\n", - "fname = os.path.join(datapth, 'ugrid_verts.dat')\n", - "verts = load_verts(fname)[:, 1:]\n", - "\n", - "# load the incidence list into iverts\n", - "fname = os.path.join(datapth, 'ugrid_iverts.dat')\n", - "iverts, xc, yc = load_iverts(fname)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this case, verts is just a 2-dimensional list of x,y vertex pairs. iverts is also a 2-dimensional list, where the outer list is of size ncells, and the inner list is a list of the vertex numbers that comprise the cell." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Vertex coordinate pair for vertex 0: [ 0. 700.]\n", - "Vertex coordinate pair for vertex 1: [100. 700.]\n", - "Vertex coordinate pair for vertex 2: [100. 600.]\n", - "Vertex coordinate pair for vertex 3: [ 0. 600.]\n", - "Vertex coordinate pair for vertex 4: [200. 700.]\n", - "...\n", - "\n", - "List of vertices for cell 0: [0, 1, 2, 3, 0]\n", - "List of vertices for cell 1: [1, 4, 5, 2, 1]\n", - "List of vertices for cell 2: [4, 6, 7, 5, 4]\n", - "List of vertices for cell 3: [6, 8, 9, 7, 6]\n", - "List of vertices for cell 4: [8, 10, 11, 9, 8]\n" - ] - } - ], - "source": [ - "# Print the first 5 entries in verts and iverts\n", - "for ivert, v in enumerate(verts[:5]):\n", - " print('Vertex coordinate pair for vertex {}: {}'.format(ivert, v))\n", - "print('...\\n')\n", - " \n", - "for icell, vertlist in enumerate(iverts[:5]):\n", - " print('List of vertices for cell {}: {}'.format(icell, vertlist))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A flopy unstructured spatial reference object can now be created using the vertices and incidence list. The spatial reference object is a key part of the plotting capabilities in flopy. In addition to the vertex information, the spatial reference object also needs to know how many cells are in each layer. This is specified in the ncpl variable, which is a list of cells per layer." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[218 218 218 218 218]\n", - "xll:0.0; yll:0.0; rotation:0.0; units:undefined; lenuni:0\n" - ] - } - ], - "source": [ - "ncpl = np.array(5 * [len(iverts)])\n", - "umg = UnstructuredGrid(verts, iverts, xc, yc, ncpl=ncpl)\n", - "print(ncpl)\n", - "print(umg)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now that we have a spatial reference, we can use the flopy ModelMap object to create different types of plots, just like we do for structured grids." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "pmv = flopy.plot.PlotMapView(modelgrid=umg)\n", - "pmv.plot_grid(colors='green')\n", - "plt.plot(umg.xcellcenters, umg.ycellcenters, 'bo');" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Create a random array for layer 0, and then plot it with a color flood and contours\n", - "f = plt.figure(figsize=(10, 10))\n", - "a = np.random.random((ncpl[0]))\n", - "pmv = flopy.plot.PlotMapView(modelgrid=umg)\n", - "pmv.plot_array(a)\n", - "pmv.contour_array(a)\n", - "plt.plot(xc, yc, 'bo');" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# The flopy ModelMap methods should also work on this.\n", - "f = plt.figure(figsize=(10, 10))\n", - "ibound = np.ones((ncpl[0]))\n", - "ibound[0:7] = -1\n", - "ibound[-10:] = 0\n", - "pmv = flopy.plot.PlotMapView(modelgrid=umg)\n", - "pmv.plot_ibound(ibound=ibound);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here are some examples of some other types of grids. The data files for these grids are located in the datapth folder." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fname = os.path.join(datapth, 'TriMesh_local.exp')\n", - "f = plt.figure(figsize=(10, 10))\n", - "umg = UnstructuredGrid.from_argus_export(fname, nlay=1)\n", - "pmv= flopy.plot.PlotMapView(modelgrid=umg)\n", - "pmv.plot_grid(colors='green');" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "f = plt.figure(figsize=(10, 10))\n", - "fnames = [fname for fname in os.listdir(datapth) if fname.endswith('.exp')]\n", - "nplot = len(fnames)\n", - "for i, f in enumerate(fnames):\n", - " ax = plt.subplot(nplot / 2 + 1, 2, i + 1, aspect='equal')\n", - " fname = os.path.join(datapth, f)\n", - " umg = UnstructuredGrid.from_argus_export(fname, nlay=1)\n", - " pmv = flopy.plot.PlotMapView(modelgrid=umg, ax=ax)\n", - " pmv.plot_grid(colors='k')\n", - " ax.set_title(fname)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "anaconda-cloud": {}, - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/examples/Notebooks/flopy3_mf6_BasicPlotting.ipynb b/examples/Notebooks/flopy3_mf6_BasicPlotting.ipynb deleted file mode 100644 index 3b4957f06f..0000000000 --- a/examples/Notebooks/flopy3_mf6_BasicPlotting.ipynb +++ /dev/null @@ -1,1119 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FloPy\n", - "\n", - "## Basic plotting of MODFLOW 6 Results for a single GWF model\n", - "\n", - "This notebook demonstrates use of a MODFLOW 6 binary grid (grd) file to plot structured and unstructured models and use of the `plot_cvfd()` and `contour_array_cvfd()` mapping methods in flopy." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "flopy is installed in /Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy\n", - "3.7.3 | packaged by conda-forge | (default, Jul 1 2019, 14:38:56) \n", - "[Clang 4.0.1 (tags/RELEASE_401/final)]\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n" - ] - } - ], - "source": [ - "import os\n", - "import sys\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# run installed version of flopy or add local path\n", - "try:\n", - " import flopy\n", - "except:\n", - " fpth = os.path.abspath(os.path.join('..', '..'))\n", - " sys.path.append(fpth)\n", - " import flopy\n", - "\n", - "print(sys.version)\n", - "print('numpy version: {}'.format(np.__version__))\n", - "print('matplotlib version: {}'.format(mpl.__version__))\n", - "print('flopy version: {}'.format(flopy.__version__))" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "workspace = os.path.join('..', 'data', 'mfgrd_test')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Single layer structured model" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/nwtp3.dis.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NROW with shape \n", - " File contains data for NCOL with shape \n", - " File contains data for NJA with shape \n", - " File contains data for XORIGIN with shape \n", - " File contains data for YORIGIN with shape \n", - " File contains data for ANGROT with shape \n", - " File contains data for DELR with shape (80,)\n", - " File contains data for DELC with shape (80,)\n", - " File contains data for TOP with shape (6400,)\n", - " File contains data for BOTM with shape (6400,)\n", - " File contains data for IA with shape (6401,)\n", - " File contains data for JA with shape (31680,)\n", - " File contains data for IDOMAIN with shape (6400,)\n", - " File contains data for ICELLTYPE with shape (6400,)\n", - "Attempting to read 16 records from ../data/mfgrd_test/nwtp3.dis.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NROW\n", - " Reading NCOL\n", - " Reading NJA\n", - " Reading XORIGIN\n", - " Reading YORIGIN\n", - " Reading ANGROT\n", - " Reading DELR\n", - " Reading DELC\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading IA\n", - " Reading JA\n", - " Reading IDOMAIN\n", - " Reading ICELLTYPE\n", - " ICELLTYPE: min = 1 max = 1\n", - "[ 50. 7950.]\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'nwtp3.dis.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "mg = grd.get_modelgrid()\n", - "extents = mg.extent\n", - "vertc = grd.get_centroids()\n", - "print(vertc[0, :])" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6400\n", - "[0, 1, 2, 3]\n", - "(25600, 2)\n", - "[[ 0. 8000.]\n", - " [ 100. 8000.]\n", - " [ 100. 7900.]\n", - " [ 0. 7900.]\n", - " [ 100. 8000.]]\n", - "(0.0, 8000.0, 0.0, 8000.0)\n" - ] - } - ], - "source": [ - "print(len(iverts))\n", - "print(iverts[0])\n", - "print(verts.shape)\n", - "print(verts[0:5,:])\n", - "print(mg.extent)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[365.0]\n", - "(6400,)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'nwtp3.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn)\n", - "times = ho.get_times()\n", - "print(times)\n", - "h = ho.get_data(totim=times[-1]).reshape(80*80)\n", - "print(h.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg, layer=0)\n", - "ax = plt.gca()\n", - "ax.set_xlim(extents[:2])\n", - "ax.set_ylim(extents[2:])\n", - "mm.plot_cvfd(verts, iverts, a=h)\n", - "cs = mm.contour_array_cvfd(vertc, h, colors='white')\n", - "plt.clabel(cs, fmt='%.1f', colors='white', fontsize=11);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Multi-layer structured model" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/uzfp3_lakmvr_v2.dis.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NROW with shape \n", - " File contains data for NCOL with shape \n", - " File contains data for NJA with shape \n", - " File contains data for XORIGIN with shape \n", - " File contains data for YORIGIN with shape \n", - " File contains data for ANGROT with shape \n", - " File contains data for DELR with shape (10,)\n", - " File contains data for DELC with shape (15,)\n", - " File contains data for TOP with shape (150,)\n", - " File contains data for BOTM with shape (300,)\n", - " File contains data for IA with shape (301,)\n", - " File contains data for JA with shape (1142,)\n", - " File contains data for IDOMAIN with shape (300,)\n", - " File contains data for ICELLTYPE with shape (300,)\n", - "Attempting to read 16 records from ../data/mfgrd_test/uzfp3_lakmvr_v2.dis.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NROW\n", - " Reading NCOL\n", - " Reading NJA\n", - " Reading XORIGIN\n", - " Reading YORIGIN\n", - " Reading ANGROT\n", - " Reading DELR\n", - " Reading DELC\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading IA\n", - " Reading JA\n", - " Reading IDOMAIN\n", - " Reading ICELLTYPE\n", - " ICELLTYPE: min = 0 max = 1\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'uzfp3_lakmvr_v2.dis.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "mg = grd.get_modelgrid()\n", - "extents = mg.extent\n", - "vertc = grd.get_centroids()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[2628000.0, 5256000.0, 7884000.0, 10512000.0, 13140000.0, 15768000.0, 18396000.0, 21024000.0, 23652000.0, 26280000.0, 28908000.0, 31536000.0, 34164000.0, 36792000.0, 39420000.0, 42048000.0, 44676000.0, 47304000.0, 49932000.0, 52560000.0, 55188000.0, 57816000.0, 60444000.0, 63072000.0]\n", - "(300,)\n", - "(300, 2)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'uzfp3_lakmvr.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn)\n", - "times = ho.get_times()\n", - "print(times)\n", - "h = ho.get_data(totim=times[-1]).reshape(2*15*10)\n", - "print(h.shape)\n", - "print(vertc.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg, layer=0)\n", - "ax = plt.gca()\n", - "ax.set_xlim(extents[:2])\n", - "ax.set_ylim(extents[2:])\n", - "v = mm.plot_cvfd(verts, iverts, a=h, ncpl=150, masked_values=[6999.], cmap='viridis')\n", - "cs = mm.contour_array_cvfd(vertc, h, ncpl=150, masked_values=[6999.], \n", - " levels=[1024], colors='white')\n", - "plt.clabel(cs, fmt='%.0f', colors='white', fontsize=11)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vertc = grd.get_centroids()\n", - "mm = flopy.plot.PlotMapView(modelgrid=mg, layer=1)\n", - "ax = plt.gca()\n", - "ax.set_xlim(extents[:2])\n", - "ax.set_ylim(extents[2:])\n", - "v = mm.plot_cvfd(verts, iverts, a=h, ncpl=150, masked_values=[6999.], cmap='viridis')\n", - "cs = mm.contour_array_cvfd(vertc, h, ncpl=150, masked_values=[6999.], \n", - " levels=[1020, 1021, 1022, 1023, 1024, 1025, 1026], colors='white')\n", - "plt.clabel(cs, fmt='%.0f', colors='white', fontsize=11)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Single-layer unstructured model" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/flow.disv.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NCPL with shape \n", - " File contains data for NVERT with shape \n", - " File contains data for NJAVERT with shape \n", - " File contains data for NJA with shape \n", - " File contains data for TOP with shape (218,)\n", - " File contains data for BOTM with shape (218,)\n", - " File contains data for VERTICES with shape (156, 2)\n", - " File contains data for CELLX with shape (218,)\n", - " File contains data for CELLY with shape (218,)\n", - " File contains data for IAVERT with shape (219,)\n", - " File contains data for JAVERT with shape (936,)\n", - "Attempting to read 13 records from ../data/mfgrd_test/flow.disv.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NCPL\n", - " Reading NVERT\n", - " Reading NJAVERT\n", - " Reading NJA\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading VERTICES\n", - " Reading CELLX\n", - " Reading CELLY\n", - " Reading IAVERT\n", - " Reading JAVERT\n", - " JAVERT: min = 1 max = 156\n", - "returning vertices for ../data/mfgrd_test/flow.disv.grb\n", - "returning vertices for ../data/mfgrd_test/flow.disv.grb\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flow.disv.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "vertc = grd.get_centroids()\n", - "mg = grd.get_modelgrid()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1.0]\n", - "(218,)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flow.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn)\n", - "times = ho.get_times()\n", - "print(times)\n", - "h = ho.get_data(totim=times[-1]).reshape(218)\n", - "print(h.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=h)\n", - "cs = mm.contour_array_cvfd(vertc, h, colors='white')\n", - "plt.clabel(cs, fmt='%.1f', colors='white', fontsize=11)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Single-layer unstructured model with xt3d" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/flowxt3d.disv.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NCPL with shape \n", - " File contains data for NVERT with shape \n", - " File contains data for NJAVERT with shape \n", - " File contains data for NJA with shape \n", - " File contains data for TOP with shape (218,)\n", - " File contains data for BOTM with shape (218,)\n", - " File contains data for VERTICES with shape (156, 2)\n", - " File contains data for CELLX with shape (218,)\n", - " File contains data for CELLY with shape (218,)\n", - " File contains data for IAVERT with shape (219,)\n", - " File contains data for JAVERT with shape (936,)\n", - "Attempting to read 13 records from ../data/mfgrd_test/flowxt3d.disv.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NCPL\n", - " Reading NVERT\n", - " Reading NJAVERT\n", - " Reading NJA\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading VERTICES\n", - " Reading CELLX\n", - " Reading CELLY\n", - " Reading IAVERT\n", - " Reading JAVERT\n", - " JAVERT: min = 1 max = 156\n", - "returning vertices for ../data/mfgrd_test/flowxt3d.disv.grb\n", - "returning vertices for ../data/mfgrd_test/flowxt3d.disv.grb\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowxt3d.disv.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "vertc = grd.get_centroids()\n", - "mg = grd.get_modelgrid()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1.0]\n", - "(218,)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowxt3d.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn, precision='double')\n", - "times = ho.get_times()\n", - "print(times)\n", - "h = ho.get_data(totim=times[-1]).reshape(218)\n", - "print(h.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=h)\n", - "cs = mm.contour_array_cvfd(vertc, h, colors='white')\n", - "plt.clabel(cs, fmt='%.1f', colors='white', fontsize=11)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Single-layer unstructured model with a well" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/flowwel.disv.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NCPL with shape \n", - " File contains data for NVERT with shape \n", - " File contains data for NJAVERT with shape \n", - " File contains data for NJA with shape \n", - " File contains data for TOP with shape (218,)\n", - " File contains data for BOTM with shape (218,)\n", - " File contains data for VERTICES with shape (156, 2)\n", - " File contains data for CELLX with shape (218,)\n", - " File contains data for CELLY with shape (218,)\n", - " File contains data for IAVERT with shape (219,)\n", - " File contains data for JAVERT with shape (936,)\n", - "Attempting to read 13 records from ../data/mfgrd_test/flowwel.disv.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NCPL\n", - " Reading NVERT\n", - " Reading NJAVERT\n", - " Reading NJA\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading VERTICES\n", - " Reading CELLX\n", - " Reading CELLY\n", - " Reading IAVERT\n", - " Reading JAVERT\n", - " JAVERT: min = 1 max = 156\n", - "returning vertices for ../data/mfgrd_test/flowwel.disv.grb\n", - "returning vertices for ../data/mfgrd_test/flowwel.disv.grb\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowwel.disv.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "vertc = grd.get_centroids()\n", - "mg = grd.get_modelgrid()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1.0]\n", - "(218,)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowwel.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn, precision='double')\n", - "times = ho.get_times()\n", - "print(times)\n", - "h = ho.get_data(totim=times[-1]).reshape(218)\n", - "print(h.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=h)\n", - "cs = mm.contour_array_cvfd(vertc, h, colors='white')\n", - "plt.clabel(cs, fmt='%.1f', colors='white', fontsize=11)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Single-layer unstructured model with a well and xt3d" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/flowwelxt3d.disv.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NCPL with shape \n", - " File contains data for NVERT with shape \n", - " File contains data for NJAVERT with shape \n", - " File contains data for NJA with shape \n", - " File contains data for TOP with shape (218,)\n", - " File contains data for BOTM with shape (218,)\n", - " File contains data for VERTICES with shape (156, 2)\n", - " File contains data for CELLX with shape (218,)\n", - " File contains data for CELLY with shape (218,)\n", - " File contains data for IAVERT with shape (219,)\n", - " File contains data for JAVERT with shape (936,)\n", - "Attempting to read 13 records from ../data/mfgrd_test/flowwelxt3d.disv.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NCPL\n", - " Reading NVERT\n", - " Reading NJAVERT\n", - " Reading NJA\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading VERTICES\n", - " Reading CELLX\n", - " Reading CELLY\n", - " Reading IAVERT\n", - " Reading JAVERT\n", - " JAVERT: min = 1 max = 156\n", - "returning vertices for ../data/mfgrd_test/flowwelxt3d.disv.grb\n", - "returning vertices for ../data/mfgrd_test/flowwelxt3d.disv.grb\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowwelxt3d.disv.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "vertc = grd.get_centroids()\n", - "mg = grd.get_modelgrid()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1.0]\n", - "(218,)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowwelxt3d.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn, precision='double')\n", - "times = ho.get_times()\n", - "print(times)\n", - "h2 = ho.get_data(totim=times[-1]).reshape(218)\n", - "print(h2.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=h2, cmap='jet_r')\n", - "cs = mm.contour_array_cvfd(vertc, h2, colors='white', linewidths=2)\n", - "cs = mm.contour_array_cvfd(vertc, h, linestyles='dashed', colors='cyan', linewidths=2)\n", - "plt.clabel(cs, fmt='%.1f', colors='white', fontsize=11)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = h - h2\n", - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=d, cmap='jet_r')\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Single-layer nested model with a well" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/flowquadwel.disv.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NCPL with shape \n", - " File contains data for NVERT with shape \n", - " File contains data for NJAVERT with shape \n", - " File contains data for NJA with shape \n", - " File contains data for TOP with shape (121,)\n", - " File contains data for BOTM with shape (121,)\n", - " File contains data for VERTICES with shape (148, 2)\n", - " File contains data for CELLX with shape (121,)\n", - " File contains data for CELLY with shape (121,)\n", - " File contains data for IAVERT with shape (122,)\n", - " File contains data for JAVERT with shape (629,)\n", - "Attempting to read 13 records from ../data/mfgrd_test/flowquadwel.disv.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NCPL\n", - " Reading NVERT\n", - " Reading NJAVERT\n", - " Reading NJA\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading VERTICES\n", - " Reading CELLX\n", - " Reading CELLY\n", - " Reading IAVERT\n", - " Reading JAVERT\n", - " JAVERT: min = 1 max = 148\n", - "returning vertices for ../data/mfgrd_test/flowquadwel.disv.grb\n", - "returning vertices for ../data/mfgrd_test/flowquadwel.disv.grb\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowquadwel.disv.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "vertc = grd.get_centroids()\n", - "mg = grd.get_modelgrid()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1.0]\n", - "(121,)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowquadwel.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn, precision='double')\n", - "times = ho.get_times()\n", - "print(times)\n", - "h = ho.get_data(totim=times[-1]).flatten()\n", - "print(h.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=h)\n", - "cs = mm.contour_array_cvfd(vertc, h, colors='white')\n", - "plt.clabel(cs, fmt='%.1f', colors='white', fontsize=11)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Single-layer nested model with a well and xt3d" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Processing binary grid file: ../data/mfgrd_test/flowquadwelxt3d.disv.grb\n", - " File contains data for NCELLS with shape \n", - " File contains data for NLAY with shape \n", - " File contains data for NCPL with shape \n", - " File contains data for NVERT with shape \n", - " File contains data for NJAVERT with shape \n", - " File contains data for NJA with shape \n", - " File contains data for TOP with shape (121,)\n", - " File contains data for BOTM with shape (121,)\n", - " File contains data for VERTICES with shape (148, 2)\n", - " File contains data for CELLX with shape (121,)\n", - " File contains data for CELLY with shape (121,)\n", - " File contains data for IAVERT with shape (122,)\n", - " File contains data for JAVERT with shape (629,)\n", - "Attempting to read 13 records from ../data/mfgrd_test/flowquadwelxt3d.disv.grb\n", - " Reading NCELLS\n", - " Reading NLAY\n", - " Reading NCPL\n", - " Reading NVERT\n", - " Reading NJAVERT\n", - " Reading NJA\n", - " Reading TOP\n", - " Reading BOTM\n", - " Reading VERTICES\n", - " Reading CELLX\n", - " Reading CELLY\n", - " Reading IAVERT\n", - " Reading JAVERT\n", - " JAVERT: min = 1 max = 148\n", - "returning vertices for ../data/mfgrd_test/flowquadwelxt3d.disv.grb\n", - "returning vertices for ../data/mfgrd_test/flowquadwelxt3d.disv.grb\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowquadwelxt3d.disv.grb')\n", - "grd = flopy.utils.MfGrdFile(fn, verbose=True)\n", - "iverts, verts = grd.get_verts()\n", - "vertc = grd.get_centroids()\n", - "mg = grd.get_modelgrid()" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1.0]\n", - "(121,)\n" - ] - } - ], - "source": [ - "fn = os.path.join(workspace, 'flowquadwelxt3d.hds.cmp')\n", - "ho = flopy.utils.HeadFile(fn, precision='double')\n", - "times = ho.get_times()\n", - "print(times)\n", - "h2 = ho.get_data(totim=times[-1]).flatten()\n", - "print(h2.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=h2)\n", - "cs = mm.contour_array_cvfd(vertc, h2, colors='white')\n", - "plt.clabel(cs, fmt='%.1f', colors='white', fontsize=11)\n", - "cs = mm.contour_array_cvfd(vertc, h, linestyles='dashed', colors='cyan', linewidths=2)\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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1knZJ2iHp3F6+ATPrn9FhaM3TdJNzUNU+4MMR8T7gFGBJunDHamBzRAwAm9Nj0tXHlwMnA0uAdekq5WY2zY0estI8TTcti14Ufp0eHpKmoLjK+PrUvh64IN1fBmyIiH0R8SzFhT4yjoA1s6ludO9t8zTdZB0+L6ku6QlgD/BgRPwAOCZdoo10e3QKn+hK5WY2zY3uvW2epp2IyJ6A2cB3gIXAa2Oe+0W6vQG4pKn9JuDCcea1Eng0TVHWVGuoxNy17FhlxqpRz+9DbmyjkRdXz4xrJ7aWGac2crcT2+2pnc+n+9Oj7fy/jze9/1Ti1/9cO2Dqxnz7ObW19zYiXpP0EMW2upckzY2I3ZLmUiwFQt7VzImIQWAQQFLkXKCmF7ZqETfFH5WS+zLdxufiM1mxX9BfZl1E6Ku6msVxT9Y8N+t8FsV3W8Zt0dnM2re7ZdzemXPhscjKzWmCzRmxiwXXZ8RdIfhkZu4b2xiy1m0fV9bFmHoha5x1CxqBmfsyL/40ReXsvX2XpNnp/mHAR4CnKK4yviKFrQBGB3xuApZLmilpPjAAlPMpm1lXaQQa/3TgNN3kLOnNBdanPbA1YGNE3CPp+8BGSZcBzwMXAaQrl28EngSGgVURsb833TezvhoB/rnsTnSmZdGLiB8D7x+n/RVg8QSvWQus7bh3Zja1BEzzY5M9IsPM2jACTMNV2mYuemaWrwqrt2Zmv/cWWL3NPLe3mRlvrN42Tx042Bj+MXFL0lj+XZJWN7VflM4JMCLp9JycLnpmlm+EYkmveerMuGP4m6UjR24AlgILgIvTGH+ArcB/AL6Xm9CrtyVqNIqDjnPUGsq7iFCjzmadnzVPNeps0dkZ82wUBx63Um8UBx3nqDeKA49bqTWKA49bahQHHWfx137SRoBft4xqxzLgQ+n+euAh4JoxMYuAXRHxDICkDel1T0bE9tSWndCffomGh+F3e/NiD5kVfDlaXw3tSg1yUjyeNc/tOpUL4vaWcd/WxfkjMnIu4gPFhXy2ZcSeLPhiRtw1gj/IzP2ILww0aaNLet1zwBh+SUePEzPeeP4zJpvQRc/M8o2/I+MoSY82PR5Mw0wBkPQPwL8YZ26fzcw63q/UpMcRuuiZWb7xj9N7OSIm3IkQER+Z6DlJE43hb5Y1nj+Xd2SYWb7R4/Sap85MNIa/2SPAgKT5kmZQnKR402QTuuiZWb7R1dvu7b29FviopJ3AR9NjJL1b0r0AETEMXAHcD2ynGP+/LcX9oaQh4Ezgf0m6v1VCr96aWb79dHUY2kRj+CPiReC8psf3AveOE3cXcFc7OV30zCxf4GFoZlYh3T9kpe9c9Mwsn8+yYp2oAYfMyoutN8SVGmwdqAbbdWrmPIsDj1tq1PNGZNAoDjrOoEaNODlzRMY1OfOstXHQsfffTZrPsmKdGAE+nxn7+eHgzljaMu5C3QdL847b3H+f2B7vaRl3kp7LH5GRecxoDIvL47qWcet0FfxFxjz/TLTx18yMszd5C5xlxUXPzPJ59dbMKsWrt2ZWKV7SM7NK8TY9M6sUr96aWZWMjMDr03z1tuUBS5KOk/QdSdvTueg/ndonPLe9pDXpXPY7JJ3byzdgZv0zMgKv7ztwmm5yjtIcBq6KiJOADwCr0vnpxz23fXpuOXAysARYl85xb2bTXACvDx84TTcti15E7I4ozj8eEb+iOLXLsRTnqF+fwtYDF6T7y4ANEbEvIp4FdlGc497Mprn9wC/HTNONIvLPuizpeIqrDi0Eno+I2U3P/SIi5ki6Hng4Im5N7TcB90XEHWPmtRIYvejDaZ28iU6oUSOGR0rJXaPYLpyj3hD7hzM+KzUg8n5+6w3YnxPaqMPw/pxAihWD1rL/7rUGjOTMs52/ZjuxXZb9t+yJxw52huMcC6TiH7vJaV2Ybz9l78iQdARwJ3BlRPzyIFcfyjqffTqH/mCadyyMLbld6aqtWsSlkTGmtQdu0cqsoVi9sk5XMS92lpJ7SAPw2KQvc9CZ0wRPl1T0TqhR5ne9UyPA6513pVRZRU/SIRQF71sR8XepeaJz23f1fPZmNnWMrt5OZzl7bwXcBGyPiC81PTXRue03AcslzZQ0HxgAyvlpM7OuCoolveZpuslZ0jsLuBT4iaQnUttnKM5lv1HSZcDzwEUAEbFN0kbgSYoNPKsiorSNGGbWPZVYvY2I/8342+lgnHPbp9esBdZ20C8zm4LeCqu3HpFhZtkqsaRnZjZqCO6/Co4a0/xyKZ2ZJBc9M8sWEUvK7kOnfLEAM6sUFz0zqxQXPTOrFBc9M6sUFz0zqxQXPTOrFBc9M6sUFz0zqxQXPTOrFBc9M6sUFz0zqxQXPTOrFBc9M6sUFz0zqxQXPTOrFBc9M6sUFz0zqxQXPTOrFBc9M6uUnIt93yxpj6StTW1HSnpQ0s50O6fpuTWSdknaIencXnXczGwycpb0vgmMvRjIamBzRAwAm9NjJC0AlgMnp9esk1TvWm/NzDrUsuhFxPeAV8c0LwPWp/vrgQua2jdExL6IeBbYBSzqUl/NzDqmiGgdJB0P3BMRC9Pj1yJidtPzv4iIOZKuBx6OiFtT+03AfRFxxzjzXAmsTA9P6/SNTJYadWJ4f+VyA9CoQ1n5Gw0YHq5g7hL/5vBYRJxeVvKpotvXvdU4beNW1YgYBAYBJMXC2NLlruTZqkWcE3eXkvsBLSst92j+E2Jr68AeeFoLOWzv2BWI/nh91pHM2re7lNx7Z86lzO+6TX7v7UuS5gKk2z2pfQg4riluHvDi5LtnZtZdky16m4AV6f4K4O6m9uWSZkqaDwwA5fysmZmNo+XqraTbgQ8BR0kaAv4bcC2wUdJlwPPARQARsU3SRuBJYBhYFRElbrQyMztQy6IXERdP8NTiCeLXAms76ZSZWa94RIaZVYqLnplViouemVWKi56ZVYqLnplViouemVWKi56ZVYqLnplViouemVWKi56ZVYqLnplViouemVWKi56ZVYqLnplViouemVWKi56ZVYqLnplViouemVWKi56ZVYqLnplViouemVWKi56ZVUrPip6kJZJ2SNolaXWv8piZtaMnRU9SHbgBWAosAC6WtKAXuczM2tGrJb1FwK6IeCYifgtsAJb1KJeZWTZFRPdnKv1HYElE/Gl6fClwRkRc0RSzEliZHi4Etna9I3mOAl6uYO6y8zt3/50YEW8vKfeU0ejRfDVO2wHVNSIGgUEASY9GxOk96stBVTV32fmdu5zcZeSdanq1ejsEHNf0eB7wYo9ymZll61XRewQYkDRf0gxgObCpR7nMzLL1ZPU2IoYlXQHcD9SBmyNi20FeMtiLfmSqau6y8zt3tXJPGT3ZkWFmNlV5RIaZVYqLnplVSulFr9fD1STdLGmPpK1NbUdKelDSznQ7p+m5NakvOySd22Hu4yR9R9J2Sdskfbpf+SUdKmmLpB+l3H/e5/del/RDSff0M2+a308l/UTSE6OHafTxfc+WdIekp9LnfmafPu8T0/sdnX4p6cp+/t2njYgobaLYyfE08F5gBvAjYEGXc3wQOBXY2tT2V8DqdH818MV0f0Hqw0xgfupbvYPcc4FT0/23A/835eh5fopjJY9I9w8BfgB8oI/v/T8DtwH39PNvnub5U+CoMW39et/rgT9N92cAs/v53pv+r34OvKffuafDVG5yOBO4v+nxGmBND/Icz4FFbwcwN92fC+wYLz/F3uczu9iPu4GP9js/cDjwOHBGP3JTHJe5GfhwU9Hr23ueoOj1432/A3iWtIOwrO8bcA7wf8r8rk/lqezV22OBF5oeD6W2XjsmInYDpNuje90fSccD76dY4upL/rSK+QSwB3gwIvqV+8vA1cBIU1s//+YBPCDpsTTcsV/53wv8P+B/plX7b0h6W59yN1sO3J7u9/27PtWVXfRaDlfrs570R9IRwJ3AlRHxy37lj4j9EXEKxZLXIkkLe51b0vnAnoh4LPcl3cg7xlkRcSrFWX5WSfpgn/I3KDal3BgR7wf+iWKVsh+5ixkWgwE+Bvxtq9Bu554uyi56ZQ1Xe0nSXIB0u6dX/ZF0CEXB+1ZE/F2/8wNExGvAQ8CSPuQ+C/iYpJ9SnF3nw5Ju7UPe34uIF9PtHuAuirP+9CP/EDCUlqgB7qAogv38vJcCj0fES+lxX79r00HZRa+s4WqbgBXp/gqKbW2j7cslzZQ0HxgAtkw2iSQBNwHbI+JL/cwv6V2SZqf7hwEfAZ7qde6IWBMR8yLieIrP8x8j4pJe5x0l6W2S3j56n2L71tZ+5I+InwMvSDoxNS0GnuxH7iYX88aq7WiOfuWeHsreqAicR7FX82ngsz2Y/+3AbuB3FL9ulwHvpNjQvjPdHtkU/9nUlx3A0g5z/1uKVYYfA0+k6bx+5Af+DfDDlHsr8F9Te1/ee5rfh3hjR0a//ubvpdgr+SNg2+h3qo/5TwEeTX/3bwNz+pj7cOAVYFZTW98+7+kyeRiamVVK2au3ZmZ95aJnZpXiomdmleKiZ2aV4qJnZpXiomdmleKiZ2aV8v8B0sulPAAPWqgAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = h - h2\n", - "mm = flopy.plot.PlotMapView(modelgrid=mg)\n", - "ax = plt.gca()\n", - "ax.set_xlim(0,700)\n", - "ax.set_ylim(0,700)\n", - "v = mm.plot_cvfd(verts, iverts, edgecolor='black', a=d, cmap='jet_r')\n", - "plt.colorbar(v, shrink=0.5);" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "anaconda-cloud": {}, - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/examples/Notebooks/flopy3_mf6_plotting_freyberg.ipynb b/examples/Notebooks/flopy3_mf6_plotting_freyberg.ipynb deleted file mode 100644 index 7d5bc95532..0000000000 --- a/examples/Notebooks/flopy3_mf6_plotting_freyberg.ipynb +++ /dev/null @@ -1,1283 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FloPy $-$ MODFLOW 6\n", - "\n", - "## Plotting Model Arrays and Results\n", - "\n", - "This notebook demonstrates the simple array and results plotting capabilities of flopy when working with MODFLOW6 simulations. It demonstrates these capabilities by loading and running an existing model, and then showing how the .plot() method can be used to make simple plots of the model data and model results" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "flopy is installed in /Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy\n", - "3.7.3 | packaged by conda-forge | (default, Jul 1 2019, 14:38:56) \n", - "[Clang 4.0.1 (tags/RELEASE_401/final)]\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n" - ] - } - ], - "source": [ - "import os\n", - "import sys\n", - "\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from IPython.display import Image\n", - "\n", - "# run installed version of flopy or add local path\n", - "try:\n", - " import flopy\n", - "except:\n", - " fpth = os.path.abspath(os.path.join('..', '..'))\n", - " sys.path.append(fpth)\n", - " import flopy\n", - " \n", - "print(sys.version)\n", - "print('numpy version: {}'.format(np.__version__))\n", - "print('matplotlib version: {}'.format(mpl.__version__))\n", - "print('flopy version: {}'.format(flopy.__version__)) " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loading simulation...\n", - " loading simulation name file...\n", - " loading tdis package...\n", - " loading model gwf6...\n", - " loading package dis...\n", - " loading package ic...\n", - "WARNING: Block \"options\" is not a valid block name for file type ic.\n", - " loading package oc...\n", - " loading package npf...\n", - " loading package sto...\n", - " loading package chd...\n", - " loading package riv...\n", - " loading package wel...\n", - " loading package rch...\n", - " loading ims package gwf_1...\n" - ] - } - ], - "source": [ - "# load the Freyberg model into mf6-flopy\n", - "sim_name = 'mfsim.nam'\n", - "sim_path = \"../data/mf6-freyberg\"\n", - "sim = flopy.mf6.MFSimulation.load(sim_name=sim_name, version='mf6', exe_name='mf6', \n", - " sim_ws=sim_path)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Multiple models can be attached to a mf6 simulation. \n", - "\n", - "Model names can be obtained by using the .model_names attribute of the MFSimulation object" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "odict_keys(['gwf_1'])" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sim.model_names" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A single model can be returned by using the .get_model() method" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "name = gwf_1\n", - "model_type = gwf\n", - "version = mf6\n", - "model_relative_path = \n", - "\n", - "###################\n", - "Package dis\n", - "###################\n", - "\n", - "package_name = dis\n", - "filename = freyberg.dis\n", - "package_type = dis\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package ic\n", - "###################\n", - "\n", - "package_name = ic\n", - "filename = freyberg.ic\n", - "package_type = ic\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package oc\n", - "###################\n", - "\n", - "package_name = oc\n", - "filename = freyberg.oc\n", - "package_type = oc\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package npf\n", - "###################\n", - "\n", - "package_name = npf\n", - "filename = freyberg.npf\n", - "package_type = npf\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package sto\n", - "###################\n", - "\n", - "package_name = sto\n", - "filename = freyberg.sto\n", - "package_type = sto\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package chd_0\n", - "###################\n", - "\n", - "package_name = chd_0\n", - "filename = freyberg.chd\n", - "package_type = chd\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package riv_0\n", - "###################\n", - "\n", - "package_name = riv_0\n", - "filename = freyberg.riv\n", - "package_type = riv\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package wel_0\n", - "###################\n", - "\n", - "package_name = wel_0\n", - "filename = freyberg.wel\n", - "package_type = wel\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package rch_0\n", - "###################\n", - "\n", - "package_name = rch_0\n", - "filename = freyberg.rch\n", - "package_type = rcha\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ml = sim.get_model('gwf_1')\n", - "ml" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting Model Data\n", - "\n", - "Once a simulation or model object is created, MODFLOW 6 package data can be plotted using the `.plot()` method.\n", - "\n", - "The model grid can be plotted simply by calling the `.plot()` method" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.modelgrid.plot();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Two-dimensional data (for example, the model bottom) can be plotted by calling the `.plot()` method for each data array" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.dis.botm.plot();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As you can see, the `.plot()` method returns a `matplotlib.pyplot.axis` object, which can be used to add additional data to the figure. Below we will add black contours to the axis returned in the first line" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = ml.dis.botm.plot()\n", - "ml.dis.botm.plot(axes=ax, contour=True, pcolor=False);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You will notice that we passed several keywords in the second line. There are a number of keywords that can be passed to the `.plot()` method to control plotting. Available keywords are:\n", - "\n", - "1. `axes` - if you already have plot axes you can pass them to the method\n", - "2. `pcolor` - turns pcolor on if `pcolor=True` or off if `pcolor=False`, default is `pcolor=True`\n", - "3. `colorbar` - turns on colorbar if `colorbar=True` or off if `colorbar=False`, default is `colorbar=False` and is only used if `pcolor=True`\n", - "4. `inactive` - turns on a black inactive cell overlay if inactive=True or turns off the inactive cell overlay if `inactive=False`, default is `inactive=True`\n", - "5. `contour` - turns on contours if `contour=True` or off if `contour=False`, default is `contour=False`\n", - "6. `clabel` - turns on contour labels if `clabel=True` or off if `clabel=False`, default is `clabel=False` and is only used if `contour=True`\n", - "7. `grid` - turns on model grid if `grid=True` or off if `grid=False`, default is `grid=False`\n", - "8. `masked_values` - list with unique values to be excluded from the plot (for example, HNOFLO)\n", - "9. `mflay` - for three-dimensional data (for example layer bottoms or simulated heads) mflay can be used to plot data for a single layer - note mflay is zero-based\n", - "10. `kper` - for transient two-dimensional data (for example recharge package data) kper can be used to plot data for a single stress period - note kper is zero-based\n", - "11. `filename_base` - a base file name that will be used to automatically generate file names for two-dimensional, three-dimensional, and transient two-dimensional data, default is filename_base=None\n", - "12. `file_extension` - valid matplotlib file extension, default is png and is only used if filename_base is specified\n", - "13. `matplotlib.pyplot` keywords are also accepted\n", - "\n", - "The previous code block is recreated in a single line using keywords in the code block below." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.dis.botm.plot(contour=True);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can save the same image to a file" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " created...freyberg_b_Layer1.png\n" - ] - } - ], - "source": [ - "fname = os.path.join(sim_path, \"freyberg\")\n", - "ml.dis.botm.plot(contour=True, filename_base=fname)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The image file that was just created is shown below" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fname = os.path.join(sim_path, \"freyberg_b_Layer1.png\")\n", - "Image(filename=fname)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting package data\n", - "\n", - "Single layer and three-dimensional data can be plotted using the `.plot()` method. User's do not actually need to know that the data are two- or three-dimensional. The `.plot()` method is attached to the two- and three-dimensional data objects so it knows how to process the model data. Examples of three dimensional data are horizontal hydraulic conductivity (hk), layer bottoms (botm), specific storage (ss), etc...\n", - "\n", - "Here we plot the horizontal conductivity for all layers in the model, since Freyberg is a one layer model, it only returns data for layer 1. If our model was multiple layers, the same function call would return a `matplotlib.pyplot.axes` object for each layer." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.npf.k.plot(masked_values=[0.], colorbar=True);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting data for a single layer\n", - "\n", - "If the `mflay=` keyword is provided to the .plot() method then data for an individual layer is plotted. Remeber mflay is zero based\n", - "\n", - "If we want to plot a single layer ex. layer 1 (`mflay=0`)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.npf.k.plot(mflay=0, masked_values=[0.], colorbar=True);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting transient two-dimensional data\n", - "\n", - "Transient two-dimensional data can be plotted using the `.plot()` method. User's do not actually need to know that the data are two- or three-dimensional. The `.plot()` method is attached to the data type, therefore transient data types already know how to process the model data. \n", - "\n", - "Examples of transient data are recharge rates (`rch.recharge`) and pumpage from wells (`wel.q`).\n", - "\n", - "Here we plot recharge rates for the single stress period in the Freyberg model. If our model has transient stress periods, the keword `kper='all'` can be used to plot data from all stress periods" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.rch.recharge.plot(kper='all', masked_values=[0.], \n", - " colorbar=True);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also save the image to a file by providing the `filename_base=` keyword with an appropriate base file name" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " created...freyberg_rch_00001.png\n" - ] - }, - { - "data": { - "text/plain": [ - "[None]" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fbase = os.path.join(sim_path, \"freyberg_rch\")\n", - "ml.rch.recharge.plot(kper=0, masked_values=[0.], colorbar=True,\n", - " filename_base=fbase)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If the kper keyword is not provided, images are saved for each stress period in the model\n", - "\n", - "The image file that was just created of recharge rates for stress period 1 is shown below" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fname = os.path.join(sim_path, 'freyberg_rch_00001.png')\n", - "Image(filename=fname)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting simulated model results\n", - "\n", - "Simulated model results can be plotted using the `.plot()` method.\n", - "\n", - "First we create an instance of the HeadFile class with the simulated head file (freyberg.hds) and extract the simulation times available in the binary head file using the `.get_times()` method. Here we plot last simulated heads in the binary heads file (`totim=times[-1]`). We are also masking cells having the HDRY (1e+30) value and adding a colorbar" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "hds_name = os.path.join(sim_path, 'freyberg.hds')\n", - "headobj = flopy.utils.HeadFile(hds_name, model=ml)\n", - "times = headobj.get_times()\n", - "head = headobj.plot(totim=times[-1],\n", - " masked_values=[1e30],\n", - " colorbar=True);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also save the plots of read results for a single layer (or every layer) to a file by providing the filename_base keyword with an appropriate base file name" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " created...freyberg_head_Layer1.png\n" - ] - } - ], - "source": [ - "fbase = os.path.join(sim_path, \"freyberg_head\")\n", - "\n", - "head = headobj.plot(totim=times[-1],\n", - " masked_values=[1e30],\n", - " colorbar=True,\n", - " contour=True, colors='black',\n", - " filename_base=fbase,\n", - " mflay=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fname = os.path.join(sim_path, 'freyberg_head_Layer1.png')\n", - "Image(filename=fname)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Passing other `matplotlib.pyplot` keywords to `.plot()` methods\n", - "\n", - "We can also pass `matplotlib.pyplot` keywords to `.plot()` methods attached to the model input data arrays. For example you can pass a `matplotlib` colormap (`cmap=`) keyword to the `.plot()` method to plot contours of simulated heads over a color flood of hk. We can also use the `norm=LogNorm()` keyword to use a log color scale when plotting hydraulic conductivity.\n", - "\n", - "Available `matplotlib` colormaps can be found at http://matplotlib.org/examples/color/colormaps_reference.html" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from matplotlib.colors import LogNorm\n", - "ax = ml.npf.k.plot(mflay=0, cmap='GnBu', norm=LogNorm(), colorbar=True)\n", - "t = headobj.plot(axes=ax, mflay=0, masked_values=[1e30],\n", - " pcolor=False, contour=True,\n", - " colors='black');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting data for a package, a model, or a simulation\n", - "\n", - "The input data for a model or an individual package can also be plotted using the `.plot()` method. The `.plot()` methods attached to a model or an individual package are meant to provide a method to quickly evaluate model or package input. As a result, there is limited ability to customize the plots. Example of using the `.plot()` method with a model or and individual packages is demonstrated below.\n", - "\n", - "### Plot all data for a package\n", - "\n", - "All input data for a package can be plotted using the `.plot()` method. Below all of the data for the dis package is plotted." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.dis.plot();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot package input data for a specified layer\n", - "\n", - "Package input data for a specified layer can be plotted by passing the `mflay` keyword to the package `.plot()` method. Below lpf package input data for layer 1 (`mflay=0`) is plotted." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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WcQV1MoUijJSbJ6SKK6iTKSIjUfP8bJvnSp15QZmpPYNmlQwrqJLPVfthjg2G7mi5EftN0hkLQ3PpL2emYyaHjoVJbbUUWpgLhgG0fZsdRV/C9d4c67avt7MntASPvhC6GgK0rBwKyw6EfehcGboEAgwfnL0EvqrCaINW3CyTYQV1mhEFxnyK6zjppIww6kYix0kn455EzYIrqJMpVF1BM4FI6D4nhtGl3GW72HXmbTe32aL/ldD6I4XQoNOxP6w7dIq9eCI3Fl5v+047Ul+ZUJ5P+O/L1u5QtiT8HpMSAL/tvOdM+S77dA3h70EdJ8VEq1l8BHWcVKIIRVdQx0knZRVGS83zs22eK3XmBeMLtpuFzCpoqZwLvXM6QkNGbWCxcX69/2RTfjzpeCmcqrUfCftbOGyvaS0sCGWSEOTO+k3n7WWmFHrCPuQXh+tMkwLqbTs0m3GkfYrrOKnFp7iOk2IUKDbRFHdaVxrHDv2OiPxGRLaKyO8mRduOy98UR+d+VkQuq5BfICKb42NfmCwUodPEqFAs56u2+cx0b0X/BPybqp4NnA9sJSHadhyNex1wLnA5cGsctRuiKN7reS2y97zMVOVMnzIwVs5XbfOZKSuoiPQCfwB8BUBVx1R1gCja9h1xsTuAq+P9tcDdqjqqqjuIgjNdGIcr7FXVh+O4MHdW1HGcKhShWM5VbfOZ6TyDngHsJ4qSfT7wGPBRaqJtVySHWUH1ksvxCN2FeL9WHhBHDF8P0Lmsm9P7+quOP9EfmjU1IcXD4q7hCS9uppGj4Z2+ZHjKWY9XYwvrd/VLMnDmDIttPiGwYc6IhDi81Gg44UHkdYsNf0Vgk128IVSZ96NmJdO5/bQAbwFuU9U3A0O8ljzGYtqRu1V1g6quUdU17X3HN0O2kw6abQSdztXtBnar6iPx5+8QKWxStO2JInevNOSOY1LSXNU2n5ny1anqy8CLIvL6WHQpUcanpGjbG4F1ItIuIqcTGYMejafDgyJycWy9vZZJInQ7zYuqUCjlq7b5zHTfg34E+GYcEn87UTTuHEa07TiS9z1ESlwEblB9NVXy9cDtQCfwg3hznAAl8iJrFqaloKr6JGBllUqKtn0zcLMh3wSc18i5i5rj4EiNq9/R8HLyi21/tpcH7YBZs4U1Eyu3G6kq2sJH8gW7AxEAwyeFsiRXv5LxyF7oTcg7OmqYBUaNC2izT9Y/OntBw1AoTSG3q4hcTvRaMA/8q6reUnNc4uNXEqV++HNVfXyiuiKyGPg2UQ7RncB7VfWQiCwheuR7K3C7qn644jwX8NpgdB/w0fjthUnz3IqceYEiFEu5qm0yUpZhu6F3/q6gTqZQhXI5V7XVwasZtlV1DBjPkl3Jqxm2VfWXwHiG7Ynqmu/8VXVIVX9GpKivMpV3/q6gTuYolaVqIzsZtldQ5zv/cdxZ3skUilhGoqxk2G64LVdQJ1soaLlhI9F0Mmy3TVD3FRFZHnvM1ZNhu+F3/vNKQaXXiNSXYPHLG8l+ZxNr3Xj7wfpc9br32JEJyy1h4bE+oyBQbjM6kPAV5IwcwNoSFu5edMysP9vePeXGFfTVLNnAHqJFG39WU2Yj8GERuRu4iDjDtojsn6Du+Dv/W6gjw3bc3mCcwfsRonf+X5yozrxSUGf+owrlOiy31XXSkWFbVZ+hwXf+rqBOxpCpTHFTk2G70Xf+rqBOtpjaM2hmcQV1socraDbI1Vo5DKNH6VCYMxRgyUn2msXZonV5uP50bChMsdC9x3D/60h45mrAzpUfCX/Uxc6EBur8/R89YLv05foG6u1W4yiuoI6TZqzEx/MVV1AnW2jygoD5iCuokzHEp7iOk1oU8Cmu46QXn+JmgBYps6Sz2jK686ixgnlB0ax/Zs+BQPbDGemZzdjR0JrcbqwlLxv/kWK7PWL0bQ+vbc877BAgrUfCNlqHEkYiQwFyQ2G7mretwMeKs5tgNyHdzrwkswrqNCk+xXWcdONTXMdJKeKvWRwn3YhPcdNPSYWB0ZrcCV2h0aS10zYSHRwN3exmFWs5puHBp7nwx9fZbw8ZI4tDw03bgP3jLRt2G2vdJ9gpKWRpaNEqH7N/PkdGjAZmCh9BnXq58icfCWTDhgVzx67JQtU4DeEK6jjpxUdQx0krPsV1nPQigNghmuYlmVXQsuYYGmuftFzhWIuZEmJs+ewk3dnx2+WhMMHjJmfEOMuPGetBEzyJOg6FQ0n/ufba0ZZhYz1omE4VgJ4XQtnhztDw0wIUe0Nt6euwg4nNCD6CzjMM5Uzi939oReqHn77zMzPVm3mFpZzHA1dQx0kr6lNcx0k1PoI6TlpR/D2o46QVAXKuoOknnyuzpHOoSra/PXTfKxZsq+avnzs1kC08YbChPjy374RQaBhcO5bYVs3y/jCJcKnVsLYmeM6V8+G15cZsi2/JCG7Yu91u98hZoSW55ajR7grbV3Dni8b3MpO4gjqVXPLgxwLZnv6EJCjO7DLF1yzHM8N2fOwm4INACfhLVb0/lj8ELAfG79rvUtXEpEueH9TJHLlS9TYZxzvDdnx8HXAuUQbtW+N2xnm/qr4p3ibMiDZtBRWRvIg8ISL3xp8Xi8gDIvJc/HdRRdmbRGSbiDwrIpdVyC8Qkc3xsS/EdzPHCRk3ElVuk3NcM2zH8rtVdVRVdxAlZLqw4WtlZkbQjwJbKz5P5a5yG9Fda/wOdvkM9MuZhwjRFLdyI30Ztic739dE5EkR+eRkg9G0nkFFZCXwbuBmYPxBbS1wSbx/B/AQ8LdU3FWAHSKyDbhwPE2bqj4ct3kn0Z1owrRsFmXDICRt9i1WjPyghw/Zvm+H+w15UmxWY8qVeyw0BgEUloR90HzYbtIzV+twWN9K8QBQ6DEMP0bQMoDcqGGo6jL6mrBwOtc+i54ECrlS0Je0ZdieqM77VXWPiPQA3wWuAe5Mami6I+jngb+heqLR6F1lRbxfKw8QkfXjd8mxgVn093RSjTGCTsZ0MmxPVPeVeBpMTYbtxDqquif+OwjcxSRT3ykrqIhcBexT1cfqrWLIGrpDqeoGVV2jqmva+jrrPK0zr9ApKeirGbZFpI3oUWtjTZmNwLUScTFxhu1J6o5n2IbqDNsbgXUi0h5n5l4NPCoiLSKyFEBEWoGrgC0TdXw6U9y3A+8RkSuBDqBXRL5BfFeJ033Xc1fZHe/Xyh0nIFpu1lhg3OOdYTtu+x7gGaAI3KCqJRFZANwfK2eeKBTzlyfq+5QVVFVvAm4CEJFLgI+r6gdE5B+J7ia3EN5V7hKRzwInE99V4o4PxnetR4BrgS9OtV/OPGeK70HnIMP2zUS2mUrZEHBBI/2eDUeFhu4qcZ3rgduBTiLjUMMGIqd5yNlx4OYlM6KgqvoQkbW24btKLN8EnNfIOQUlV5MDwEqN3tJh/zdbng4tsyNnJpg1reh1CZbK/OLQ/a10wH5ebjFSL+RHDWtpgqWgsCCsX1hoT/+sJVqaZIi2LLbW+vakzBEjs+igpiDl5sn94K5+TqYYfw/aLLiCOtlCtWEjUZZxBXWyhTZuxc0yrqBO5vApbgbIidLdWmPUGQovp6XbXrM4clZoEOr8rR0lcHhVGH4vyYOyfXNoECobazEBuvaEsqW/CBc3vHzpMrN+/mg4kixOeO1tGZryRlRBgM6Xw4uzDEpjw7bxS06f5ah+PoI6TjqZiqNClnEFdbKFv2ZxnDSjSKl5HkJdQZ1s4c+gjpNufIqbAY4VWnnqlZOrZMvPPBCU2/v8UruBjnCaNPL6EbOoHAlzfnb/xs7t0mIYMEcSgtx17Q/97wbPC/vbMmL/IItGzhYrt0ujtB0JZUPGCt2k1x36yuwl8BVVpOhTXMdJL2VXUMdJJ4qPoI6TWlR9BHWcNONW3AyQE6WjrdpXraPF8F1bkLS611g7mhSN7kho9MjbHoQsv3dXINv+n8I0EwADZ4aGphN+HTY8dJJtkLLWeCYZiUYWh75+fc8OGSXh8Fldgax3R1hu4HW2v6PM5oJqVSg2T/7BzCqo08T4FNdxUooqlHwEdZx0ovgU13HSi1txHSe9KD7FzQKKUChWWzeXLhwOyu3pSliVbBgg8wmpm8daQsvoyfe9bLfbFS5iPuPre82iI2csCWStR8KF5PnR0NUQoGS4+pXaEvKlJFidLToGQgUYPiG0JPcYll2AQs8sJqdTRYvNE3czswrqNDFNtNzME/g62WLcilu51YGIXB7npd0mIjcaxyXOTbtNRJ4SkbdMVvd45MJ1BXWyhSpaKFZtk5GyDNsN5cJ1BXUyhQJaKlVtdZCKDNtxe72q+nCcC+bOijommX0GbcmVOKH7aJXsV1vOqLu+dBl33l32Osblm8IfwdiKPrNs68HQfW50ZWgMAmg9FBqEij1hCEDLpQ/sSHtl255E767QStSyfzCh4VDUtTPs66HzF4UFSXaDnAkGtf/+Bwrfql002yEimyo+b1DVDRWfrdy0F9W00UiG7fG6VblwRaQyF+4vjbYK1JkLd5zMKqjTnKjqhFPCBNKSYbvhtnyK6zQDacmw3XAuXFdQpxlIRYbtuL1BEbk4tt5eW1HHxKe4zrwnLRm24zoN5cKVyJiUPXpef5K++dZrqmS7tp8YlNNcQr7M1lDe0mF7HbVuDnOJrtrwW7NscfXKQKZ5+1VXoTu8P7YdCi0shV7b8jNwVmhQyiUYlJb9ZL99wKDUHRrLcmOhUW3fRbaRqGRnhOCpf/rYY6q6pu6OOD7FdZw04wrqOClmygoqIqeIyI9FZKuIPC0iH43ls+7+5DjNwnRG0CLw16r6BuBi4IbYxWnW3Z8cp1mYsoKq6l5VfTzeHwS2EnlFzLr7k+M0CzPymkVEVgFvBh5hFt2fRGQ90UgLwE/f+ZmgzGl3/I/qOqWEe5Bh3C0ctTPtFk8NLZg7/uJ1ZtneHWHDi/73k2ZZOT9swwrK3PGS7ZK3fFdYdvcVdp6J/W+zUkqYRel9PnRXPPTG0LWxZdS2kB85059QZoppK6iIdAPfBf5KVY9M8Pg4bfen2L9yQ3zebL4fcpwGmJYVV0RaiZTzm6r6vVg86+5PjtMsTMeKK8BXgK2q+tmKQ7Pu/uQ4zcJ0prhvB64BNovI+EPWf+U4uD85TrOQWVe/Rp5BV30xNCZpT2j4aeu2FzK2PNEdyIoJKTC7d4eyrn22/52ViLbzZSPBaAL5w2HZfb8fujsCtB0NDUpjC+wJVPuRsOzQ8rDsWI/dr2Or7e/xhetudFe/BnFPIsdJMa6gjpNiXEEdJ8W4gjpOinEFdZwU0xQRFXZ+5OOm/Oz/9tmqz2N99sJoI/MDbYftcx1+XVi4K2GtdMe+MFKejIYW39xhO9Hu0fNPCmQtx2zjdrEjdNhKigA41h2W7egP2z16SiCKKLmr30zhI6jjpBhXUMdJMa6gjpNiXEEdJ8U0hatfI5x5y2cnLwTkEtKOWq5++TG7q0t/GuYYLS0J3QpzI3aCoNKCcP3qgfPDCIQAeWPtZq6BNJuDp4WGn5Y1A2bZLWv/PqkZd/VrEB9BHSfFuII6TopxBXWcFOMK6jgpxhXUcVJMU7j6NUJhaWiebX859IlrSVhXrflQVm6xXd9KS8MVz2oEXSv02avDW/uHA5mUbCtu++FwEfbIIqOzwOGzQplltR4+YJ/LmTl8BHWcFOMK6jgpxhXUcVKMK6jjpBh39auTWhfAfLiUE4CF28NuDS2zjUSnfm9vINPO0H2v1GMbiVoOHA3rd9iLPIsLwzYOvrHLLJszgvKNLAllz3z6Y2b9CXBXvwbxEdRxUowrqOOkGFdQx0kxrqCOk2Lck6hOanNpji20bVRHVxoBtw7YbZYXhkYazYX3zHKrfR8tnhB6IrUcDA1HAKWO8F/deSD0LgI4fEZ4vmduadgg5MwAPoI6TopxBXWcFOMK6jgpxhXUcVKMK6jjpBi34tZJ4fXVC0D7ftJplhMjV+/iLXbqBisqX344XHjZtseOnkeLsZ6zYIfqGz4pdAF89Ot/bbfrpAYfQR0nxbiCOk6KSY2CisjlIvKsiGwTkRvnuj+OkwZSoaAikgf+BbgCOAd4n4icM7e9cpy5JxUKClwIbFPV7ao6BtwNrJ3jPjnOnJMWK+4K4MWKz7uBi6Oi/QcAAALHSURBVGoLich6YH38cRTYMvtdi9j+vk9Mt4mlQIJX7nHg+YZKz1ZfT5uFNuc1aVFQK+RA4I2uqhuADQAisilLq/Oz1N8s9XW+k5Yp7m6gMqH6SuClOeqL46SGtCjor4DVInK6iLQB64CNc9wnx5lzUjHFVdWiiHwYuB/IA19V1acnqbZh9ns2o2Spv1nq67wms1H9HKcZSMsU13EcA1dQx0kxmVTQNLgFisgpIvJjEdkqIk+LyEdj+WIReUBEnov/Lqqoc1Pc52dF5LIK+QUisjk+9gURI8XZzPQ5LyJPiMi9ae+rE6OqmdqIjEjPA2cAbcCvgXPmoB/LgbfE+z3Ab4ncFP8ncGMsvxH4dLx/TtzXduD0+Bry8bFHgd8leh/8A+CKWerzx4C7gHvjz6ntq2/RlsURNBVugaq6V1Ufj/cHga1EHlFrgTviYncAV8f7a4G7VXVUVXcA24ALRWQ50KuqD2ukAXdW1JkxRGQl8G7gXyvEqeyr8xpZVFDLLXDFHPUFABFZBbwZeARYpqp7IVJi4MS4WFK/V8T7tfKZ5vPA3wCVsTbT2lcnJosKWpdb4PFCRLqB7wJ/papHJipqyHQC+YwhIlcB+1T1sXqrGLLj0lenmlQ4KjRIatwCRaSVSDm/qarfi8WviMhyVd0bTwn3xfKkfu+O92vlM8nbgfeIyJVAB9ArIt9IaV+dCrI4gqbCLTC2Xn4F2KqqlbkJNwLXxfvXAd+vkK8TkXYROR1YDTwaTy0HReTiuM1rK+rMCKp6k6quVNVVRN/Xj1T1A2nsq1PDXFupprIBVxJZTZ8HPjFHffg9oundU8CT8XYlsAR4EHgu/ru4os4n4j4/S4X1E1hDtHTueeCfiT28Zqnfl/CaFTfVffVN3dXPcdJMFqe4jtM0uII6TopxBXWcFOMK6jgpxhXUcVKMK6jjpBhXUMdJMf8fd6dOUDG6prEAAAAASUVORK5CYII=\n", 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.npf.plot(mflay=0);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot all input data for a model\n", - "\n", - "All of the input data for a model can be plotted using the `.plot()` method. Alternatively a user can pass the `mflay` keyword to plot all model input data for a single layer" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ml.plot();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot all input data for a simulation\n", - "\n", - "All of the input data for a simulation can be plotted using the `.plot()` method. Alternatively a user can pass the `mflay` keyword to plot all model input data for a single layer" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "sim.plot();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Summary\n", - "\n", - "This notebook demonstrates some of the simple plotting functionality available with flopy when working with MODFLOW 6 simulations and models. Although not described here, the plotting functionality tries to be general by passing keyword arguments passed to the `plot()` and `plot_data()` methods down into the `matplotlib.pyplot` routines that do the actual plotting. For those looking to customize these plots, it may be necessary to search for the available keywords. The `plot()` method return the `matplotlib.pyplot` axis objects that are created (or passed). These axes objects can be used to plot additional data (except when plots are saved as image files).\n", - "\n", - "Hope this gets you started!" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/examples/Notebooks/flopy3_mf6_vertex_plotting.ipynb b/examples/Notebooks/flopy3_mf6_vertex_plotting.ipynb deleted file mode 100644 index abfc670b99..0000000000 --- a/examples/Notebooks/flopy3_mf6_vertex_plotting.ipynb +++ /dev/null @@ -1,891 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "collapsed": true - }, - "source": [ - "# Vertex Model Grid (DISV) plotting \n", - "\n", - "No problem! Flopy supports vertex model grid plotting through the `PlotMapView` and `PlotCrossSection` classes. \n", - "\n", - "The method calls are almost identical to models that use a Structured Model Grid (DIS) to define the model discretization and the same keyword arguments are supported. Let's run through an example using a vertex model grid.\n", - "\n", - "First let's import flopy and get the model loaded!" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "flopy is installed in /Users/jdhughes/Documents/Development/flopy_git/flopy_fork/flopy\n", - "3.7.3 | packaged by conda-forge | (default, Jul 1 2019, 14:38:56) \n", - "[Clang 4.0.1 (tags/RELEASE_401/final)]\n", - "numpy version: 1.17.3\n", - "matplotlib version: 3.1.1\n", - "flopy version: 3.2.13\n" - ] - } - ], - "source": [ - "import os\n", - "import sys\n", - "\n", - "import numpy as np\n", - "import matplotlib as mpl\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# run installed version of flopy or add local path\n", - "try:\n", - " import flopy\n", - " from flopy.plot import PlotMapView, PlotCrossSection\n", - " from flopy.utils import HeadFile, CellBudgetFile, geometry\n", - " from flopy.discretization import VertexGrid\n", - "except:\n", - " fpth = os.path.abspath(os.path.join('..', '..'))\n", - " sys.path.append(fpth)\n", - " import flopy\n", - " from flopy.plot import PlotMapView, PlotCrossSection\n", - " from flopy.utils import HeadFile, CellBudgetFile, geometry\n", - " from flopy.discretization import VertexGrid\n", - " \n", - "print(sys.version)\n", - "print('numpy version: {}'.format(np.__version__))\n", - "print('matplotlib version: {}'.format(mpl.__version__))\n", - "print('flopy version: {}'.format(flopy.__version__)) " - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loading simulation...\n", - " loading simulation name file...\n", - " loading tdis package...\n", - " loading model gwf6...\n", - " loading package disv...\n", - " loading package ic...\n", - "WARNING: Block \"options\" is not a valid block name for file type ic.\n", - " loading package npf...\n", - " loading package chd...\n", - " loading package chd...\n", - " loading package oc...\n", - " loading ims package gwf_1...\n" - ] - } - ], - "source": [ - "# load up the example problem\n", - "sim_name = \"mfsim.nam\"\n", - "sim_path = \"../data/mf6/test003_gwftri_disv\"\n", - "sim = flopy.mf6.MFSimulation.load(sim_name=sim_name, version=\"mf6\", exe_name=\"mf6\",\n", - " sim_ws=sim_path)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's check the model name and then get an instance of our model" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "odict_keys(['gwf_1'])" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sim.model_names" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "name = gwf_1\n", - "model_type = gwf\n", - "version = mf6\n", - "model_relative_path = \n", - "\n", - "###################\n", - "Package disv\n", - "###################\n", - "\n", - "package_name = disv\n", - "filename = tri_model_cnst.disv\n", - "package_type = disv\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package ic\n", - "###################\n", - "\n", - "package_name = ic\n", - "filename = tri_model.ic\n", - "package_type = ic\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package npf\n", - "###################\n", - "\n", - "package_name = npf\n", - "filename = tri_model.npf\n", - "package_type = npf\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package chd_left\n", - "###################\n", - "\n", - "package_name = chd_left\n", - "filename = tri_model_left.chd\n", - "package_type = chd\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package chd_right\n", - "###################\n", - "\n", - "package_name = chd_right\n", - "filename = tri_model_right.chd\n", - "package_type = chd\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n", - "\n", - "###################\n", - "Package oc\n", - "###################\n", - "\n", - "package_name = oc\n", - "filename = tri_model.oc\n", - "package_type = oc\n", - "model_or_simulation_package = model\n", - "model_name = gwf_1\n", - "\n" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ml = sim.get_model('gwf_1')\n", - "ml" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Get the `VertexModelGrid` object\n", - "The `VertexModelGrid` is integrated into flopy and can be called by using the `.modelgrid` attribute on their model object" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "xll:0.0; yll:0.0; rotation:-25; units:undefined; lenuni:0" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vmg = ml.modelgrid\n", - "vmg.set_coord_info(angrot=-25)\n", - "vmg" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now all the discretization information is available to be used to plot model data in a `PlotMapView` or `PlotCrossSection` object\n", - "\n", - "Let's begin with `PlotMapView` and plot the model grid." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vmap = PlotMapView(modelgrid=vmg, layer=0)\n", - "ax = vmap.plot_grid()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As we can see, the model grid plots as a series of grid lines.\n", - "\n", - "We can also plot inactive cells using `plot_inactive`" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vmap = PlotMapView(modelgrid=vmg, layer=0)\n", - "ax = vmap.plot_inactive()\n", - "vmap.plot_grid();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Model data can be plotted using the `plot_array` method as follows:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vmap = PlotMapView(modelgrid=vmg, layer=0)\n", - "ax = vmap.plot_array(a=ml.dis.botm.array)\n", - "plt.colorbar(ax);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This plot shows the bottom elevations of layer 1. These are a constant value of 1.5 in this example.\n", - "\n", - "Let's import some data from the model output to use with `plot_array()` to illustrate plotting better." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "hds_file = os.path.join(sim_path, \"tri_model.hds\")\n", - "cbc_file = os.path.join(sim_path, \"tri_model.cbc\")\n", - "\n", - "hds = HeadFile(hds_file)\n", - "hdata = hds.get_alldata()[0]\n", - "hdata.shape = (4, -1)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vmap = PlotMapView(modelgrid=vmg, layer=0)\n", - "ax = vmap.plot_inactive()\n", - "ax = vmap.plot_array(a=hdata.ravel(), masked_values=[1e30])\n", - "plt.colorbar(ax);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Data can also be contoured using the `contour_array` method." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vmap = PlotMapView(modelgrid=vmg, layer=0)\n", - "ax = vmap.plot_inactive(alpha=0.5)\n", - "ax = vmap.plot_array(a=hdata[0], masked_values=[1e30], alpha=0.5)\n", - "levels = np.arange(5, 10, 0.5)\n", - "vmap.contour_array(a=hdata[0], masked_values=[1e30], levels=levels)\n", - "plt.colorbar(ax);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Print the head at specific coordinates." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The head in layer 1 at x = 8, y = -1 is 6.0835322997028625\n" - ] - } - ], - "source": [ - "icell2d = vmg.intersect(8.,-1.)\n", - "print('The head in layer 1 at x = 8, y = -1 is {}'.format(hdata[0,icell2d]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plotting specific discharge\n", - "\n", - "In modflow 6 SAVE_SPECIFIC_DISCHARGE can be specified in the NPF package option block. \n", - "\n", - "Here we grad the specific discharge recarray and use it to plot discharge vectors using FloPy" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "784" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cbc = CellBudgetFile(cbc_file, precision='double')\n", - "spdis = cbc.get_data(text=\"SPDIS\")\n", - "len(spdis[0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we can pass the specific discharge recarray to `plot_specific_discharge`; FloPy will create a quiver plot of the discharge vectors" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vmap = PlotMapView(modelgrid=vmg, layer=0)\n", - "ax = vmap.plot_grid()\n", - "ax = vmap.plot_array(a=hdata, alpha=0.5, masked_values=[1e30])\n", - "plt.colorbar(ax)\n", - "ax = vmap.plot_specific_discharge(spdis[0])\n", - "plt.title(\"Specific Discharge\");" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Working with model cross sections\n", - "\n", - "Flopy supports cross sections for vertex model grids, similarly to structured model grids by using the `PlotCrossSection` class. In fact most of the functionality is identical to `PlotCrossSection` with a Structured model grid. \n", - "\n", - "### Note:\n", - "Cross sections must be defined by a line, since there is no row or column in a vertex model grid.\n", - "\n", - "Let's start by creating our cross section line and showing it on a `PlotMapView` object. " - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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nR3Z2tkFwdHd3G9hnhTy9vLycsbEx8Vpvb29iY2M5dOiQQaAODw8zNTWFt7e3pBV269atPP/886Lc19bWRmlpKeXl5XqsZHp6mtHRUdzd3dmxYwcqlUovT1coFPj6+pKUlERgYKDRz2dhYYH+/n5cXFwICgoy+VkKcp/u7r6mpib27dvH0aNHrXLfBuBTW2sfBI+atfbs2bN0dHTw/e9/3yQlr6uro6CgQJTvvL29ycrKEgtrv/nNb5icnOTFF19kZWVF1NN18/SIiAiSkpJMpgqCffaFF17QO/2NQWAl9fX1qNVqscvu7t27DA4OsnXrVmZmZvTy9OjoaGJiYmTVK959913a29vJyckhMjLS7PW6uHfvHpWVlZSVlXH//n327t1LTEwMQUFB1uA3gf9qa+1jjZmZGZqbm83aZwEiIyOJjIykvb2dq1ev6hXWoqOjmZycxMHBgTfeeEOUt4Q8PS0tjS1btsh6P4J9Vk7Agz4rKS0tRaVSiVIfrBmAnJ2dOXDgAMnJyRb11K+srNDR0YGDg4PFAd/T00NRUZFe52Jvby+9vb14enqSkJDAwYMHrXKfhbAG/aeEpfZZQNxEMzQ0xIULFxgbG+P69esAYlFOKk+XAyF3fuKJJyz6Pt08fWVlxeDrzs7OBAcHW2yiycvLQ6vVEh8fL+v6qakpsXNReB+bNm3Czc2NsbExjhw5gq+vLyqVio8//piCggJxd5+pld9WfAJr0H8K3L17l4aGBg4ePGiRfVaj0dDc3ExZWZleni7Azs6OXbt2PZB9tqenBycnJ9lNQEKbrDCeWxjMMTIygp2dHV/84hfJy8tjfHyc3//+92zevJmMjAxZcp/Q329ra6vnH1iPpaUlSkpKxG5G+KRzMTU1FR8fH/7lX/4FpVJJRkYGtra2HDhwgO7ubj2578iRI8TGxlrlPjOwBv2nQGVlJWq1WrZ9dnBwkMLCQvr6+vTydBsbG2ZnZ8nKyqKvr0/Uu8vLywkPD+fkyZOy5D7BPmsqwADa29spKSlheHhYzNO3bt3KkSNHiImJ4fLlywwPDxMbGytKasPDw1y8eFFP7ktKSjKZ1xcWFrK6uiopCQpdh1VVVQadiwkJCYSGhorfU1FRwf379wkLCxMLpQqFgn379rFv3z5R7hMKpocOHSIhIUFWOvQ4whr0DwjBPhsSEmJyWYWgp7e1tYl5ur29vShvOTk5ifbZ6OhooqOj9QprDQ0NNDY2EhgYSFZWlt5QTF0I9lk7OztiYmIMvj42NkZBQQHd3d2inu7k5MSBAwdISUkRabuuQSc1NVX8/h07dvCtb32LmZkZLl68SE9PD1euXKGgoIAjR46Qnp5uENiVlZUolUo9g05PTw/FxcUMDAyIefrmzZuJjIw02rlYUlIC6MuGuhDkvsnJScrKyqirq6O2tpawsDASExPZvn275Pc9rrAG/QOitraWpaUlSfusWq1GpVJRX1/P3NwcsKan7969m5SUFPbu3Stee+7cObRard7rrC+slZeX09HRQUdHB76+vmRnZxtIccJ+u/j4eDH4FhcXKSoq4tatW3p6enBwMKmpqZLad3FxMaurqxw+fFjyBN+yZQtf+9rXWFxcJDc3l9bWVlQqFRUVFXqspLq6mpWVFUJDQ5mfnyc/P18vT3d0dCQkJITU1FSjDzJA7AXw9/c3W0/w9PTk9OnTeu6+W7dusW/fPhITE9m9e7e14o816B8Iq6urVFRUsGfPHrG7bH2eLtBmLy8vYmNjJYNIrVbT3NyMnZ2dZKFLqVSSnJxMcnKyKPcNDAzwH//xH3h5eXHq1Cn27Nkj7rcTTufy8nJqamr08vSdO3eSlJRkVievqKiQtUHHycmJL37xi6jVaq5du0ZdXZ3ISvbt20d/fz+w1qkozNm3sbEhICCAtLQ08XMzh2vXrgHmW4B14ebmRkZGBklJSZSWllJZWUlXVxcBAQFERUURHBz8WAe/NegfADdv3uTOnTucPn2aoaEhCgoK9PJ0FxcXIiIiSE5ONpmL5+fny7LPwidyX2dnJ1euXGFiYkIsrO3atQu1Wo2TkxP//M//rJenR0dHy3p9+GT4R1BQkGzji62tLSdPnuTEiRMUFxejUqno7OwUv3737l3RYBMWFmaRD6Gvr4+5uTl8fHwsys/VajWlpaU0NDSITAvW5L7u7m48PDxITEwkPDzcIkPTo4LH7zf+lNBqtZSUlODo6MjZs2cl8/StW7eafR1hVJYl9llAr7D2pz/9icnJSfHGXlxcxNHRkfDwcFJTUy2W1woLCwHLTlVYC6aioiK9PF0Xq6uruLq6Wmw8EgqTct6PLtMaHR0V/93Ly4v79+8zOzvLc889x/Lysp7cJ7j7Hie5zxr0FqKrq0tsQwUk83Q5KC8v5/79+xafNlJ5ui5WV1exs7Mz2yi0Hu3t7SwsLODn5yfLPjs9PU1BQQEdHR16ebqvry+dnZ1s376d9PR0A1Zy/PhxDhw4YPb1x8fHmZiYwMPDw+SwEWOKyMGDB0lOTmZpaYlXXnkFNzc3sVU4LCyMnp4eVCoV165do6Sk5LGS+6xBbwEE+6xCoRAptEajeaAbRaVSoVAojFakdaHRaKiqqqK6utogT5+enubevXt8+9vfpri4mNbWVsrKyqioqODgwYOcOHFC1gNAsM9KGX0ErKysUFxcLKY38Emenpqayq5du3j11VeBtWEbu3btIjAwkJGRES5evMjw8DBnz54lNzeXpKQkk2mH0GQkNZprfn6ewsJCWltbzTKtDz74AECPTSkUCgICAggICGBoaOixk/usQW8Bbt++zdDQEKdOncLW1tZoYc0cGhsbuXfvHgEBASYDsr29ndLSUoaGhvTy9KioKGJiYujt7RXts97e3iYLa9nZ2Uar5MJ+Oyn7rCDhVVZWMjExIf67VJ4+OTnJ2NgYW7ZsYdeuXeK1Pj4+/N3f/Z2e3Hf16lVR7jt27Jhe8M/PzzMwMICLi4t4OluiiAhYWlqiu7sbR0dHIiIiJH/3nTt38uUvf1mU++rr6x95uW9DDDcKhcId+C1wgLUd9d/QarXlxq5/WA03b7/9NiMjI7z00kvY2dkBiIU1YYT15s2beeKJJ0x2xL3yyivMz8/z8ssvG2yDHR8fF/V0YfqN0GG3Pk8X9tt9+9vfNpDwNBoNKpWKsrIy8TTctWsX2dnZBlKd1H67vr4+ioqK6O/v19PTDx8+TGJiomRK8sYbb3D79m2ee+45kyrB4uIily9fpqWlBY1Gg1KpJDw8nMzMTBwdHfnjH/9IR0cHWVlZODg4GCginp6exMXFGZUVBfzpT3/i5s2bHD9+3Ohk4vW4c+cOFRUV1NTUsLKyQkBAAEePHn3o5L7PwnDzCyBPq9V+UaFQ2LO2rvqRwujoKF1dXaSlpYkBD58U1nQp7IcffsilS5dITk426Fjr6elhfn6enTt3igG/uLgoDtAU8nRbW1txcKWUnj4yMsLU1BReXl6S9lmlUklSUhJJSUk0NDSQn5/P4OAgr776qh4rmZ6eZmRkBHd3d1xdXUXHoG6eLiy6MKWnLywscPv2bVn2WScnJ5555hmefPJJkZU0NjZy8+ZN/P396e7uRqlUkpeXp6eIHDx4kKSkJFnpilqt5tatW9ja2sru+4e1esATTzxBUlISubm5NDU10d3djZ+fH3FxcY+E3LcRW2vdgEbAXyvzxR7Gk/7cuXO0t7fz8ssvs2nTJqPXzc7OcuHCBXp6eoC1ZhhdCivYZ7/5zW8yMDBATU2N5KILc5trXnvtNYaHh2XbZ2GtCJmXl6fHSmxtbZmamsLR0VFkBDY2NuzZs0fM0+Xgvffeo62tjaysLKKjJQ8Yo9BoNNy4cUPcCiTA1tZWfODIUUR0cfXqVcrLy4mNjTXbc6ALqc5FWPs73r9/Hw8PD9Hd95cs9/1Xn/T+wATwukKhiABqgZe0Wu3ddW/iod1PPzMzw61bt4iLizMZ8LC2tELoWBMorFBY27dvH5OTk9ja2vK73/1OpKtbtmwhKiqK2NhYWTfS7Owsw8PDFtlnAfbt28f3vvc9hoaG+OCDD/Q07KWlJby9vcXptJbIaysrK7S3t+Pg4GBRwKvVarFtVve96H59dHSUubk5i4JeVw49fvy42eulFBGBafX19bGyssLLL78sVvwvXLhAYWHhQyv3bUTQ2wKRwH/78zLLXwD/A/j/dC/SarVn+PNiy+jo6M9+csenQHl5OQqFwiL7rC6FPX/+PM3NzXR0dABrN7ODg4M4R06ORKYLYfusnBtaF1J5ui5mZmYYHx8X82y5uHLlClqtVnIpx3oY61z09PRk8+bNdHd3c+TIEQIDA7ly5QqTk5O8+eabuLm5cfz4ccLDw83+jMrKSu7fv8+BAweMPkQ1Gg2VlZUmOxcbGxtpb28nMDBQ9Cmsl/t03X2W/h0/L2xE0A8Cg1qttvLP//8ha0H/SODu3bvU19dz8OBBkznteiwtLVFYWMitW7e4e/euwdeXl5cZHR3l7t27Ft0swvbZTZs2ydK7Z2ZmRD1d8Oo7Ojqyf/9+mpqasLOz46WXXjJgJQcOHODkyZNm82eNRkNjY6PefjspDA8PU1BQQG9vr2Sebm9vb2CfXV8rOXfuHJcvX+bo0aPExcUZfTCVlJSgUCgkZ/QbcxhKdS4K8wp1m4PWy31lZWWiP0IY5vmXLvdtxKrqUYVCMaBQKIK0Wm07a/vpWz79W/vLgGCflVP91Wg0VFdXU11drZen79ixA41Gw+joKE899RRarVavsObp6cmpU6dkNfhcvnwZrVZrcvussJCyoaFBT0/39/cnNTUVX19fcnNz0Wq14nZZgZVcv35dXEPV1NREQEAAOTk5Rh94wn67qKgogyBcWFigoKCAlpYWPT1dyNN1l3tK2WfhE7lPqJX09vZy7do1CgsLiY6O1ptLCNDU1GQgh1qiiAjo6uoymFe4Hjt37uRLX/oSU1NTenJfaGgoiYmJ+Pj4GP0bfZ7YqErEfwPe/nPlvgf4+ga97ucKwT4bHBxs0j7b2dlJSUkJg4ODknm6Wq3mpz/9qZ5efOjQIbGwJpfC6u63W2+fFTbKVlZW6i2k3LZtG/Hx8Xp5uq59Ni0tTbzW1taWzMxMMjIyKCsrQ6VS0dXVxSuvvGJU7hP22wlTboU8vb6+ntnZWWBNSfDz8yM5OZmAgADJ382cfVaolSwtLXHp0iVaWlooLy+nsrJSj5UIp/Px48e5fPmyZJ5uTBHRRV5eHiCvBdjDw4OcnBzR3VdTU0NzczMBAQHEx8fj7+//F1Xxtw7GNIHy8nKuXr3K3/7t3xpUsY0tpAwNDSU1NVWPspvTi3UprPA6UhQ2Ly+PyspKEhISxHFYxhZSHjp0iMTEREnjTHFxMQUFBRw+fJjTp0+b/AwaGxu5ceOGyBh0WUl1dTW5ubkEBwdz4MABVCoVo6Ojenl6TEyMJAvQRUtLCx988AF79+7l+eefN/l+BKjVapGVCMM8t23bxujoKDY2NmIKITCto0ePEhwcLOu1R0ZGOHPmDJ6ennz3u9+V9T26mJ+f59y5c9y+fRtYe/AmJycTHBxssf/gQWEdjPkAWF1dpby8nN27d4sBv7S0RFFREU1NTWKeLuSeaWlpknROjl6sS2GFjrX1FFapVIr77aKiojh37pxenu7g4CDS5vUNP+tRVlYmyz4LEBERQUREhCQrET6Dzs5O2tragLU8PTw8nOTkZNn9/3JagNdDl5V8/PHH3Lx5UzTarK6u4ubmRmxsrLiHwBIILcByWqQFCEyroqJCr3MR1tKcDz74gK1bt5KQkEBERMTnKvdZg94IhP7y7OxsqqqqqKqqktTTzc2KE+yzurvhjcHd3Z2vfvWrLC0tkZubS3Nzs0hht27dilqtxs7OTs+f7u/vT0pKimwZtK6uzmL7LHwi93V3d3Pu3Dlx2QaseRJCQkI4duyYXp4uB/39/Q9kn5XK03UxPz9PfX0927dvx9/fX/brzs3NMTw8jJubm6wai7HOxbCwMMrKynBycuIHP/iBOGzk4sWLotwXHR39uch91qCXgFBos7Oz47333hP/mO7u7kRFRREXFyfrSW2pXizA0dGRL3zhC2RnZ/Pee+/R08vuFEAAACAASURBVNMjzpETGkSOHj3KwYMHLaaLBQUFgGX2WbVaLS6eEPJ0XWg0Grq6unB3dzcorJmDsEFHzvsROhd1FREhT5+dnWVsbIyvfOUrACIr+cMf/mCR3CdHDjWmiOh2Ln744YcAJCcno1QqCQsLIzQ0lN7eXlQqFdevX6ekpITo6Gji4uI+U7nPGvQS6OzsFKey2tnZcfjwYYM8XQ7k6MVSkMrTAdHdNzU1RU1NDT4+Phate7LUPtvc3CyZpwcGBlJeXs727dt54YUXDFhJWFgYp06dMkvvdffbGbPPCg7D9Z2LQp4eEhLC/Pw8r7zyCq6uruzbtw+A733ve4yMjHDp0iWGhoZEuS8xMVFvpJgulpaW6OnpYdOmTQYPCDmKiABhXqG9vT1HjhwR/12hUODv74+/vz/Dw8OoVCpx1Jjg7rO08/BBYA36dRCGZAjFoPv379PS0sKWLVuM3izGYEovXo+5uTny8/Npb2/Xy9ODgoLo7u7m7t27vPzyy/T29pKfn8/Q0JAo9508eVIWhZWzfXZkZISCggJ6enr09HTdPF3YPisE9he+8AVOnz7NjRs3qKmpoampiVu3bpmV+0zttzOniOg+RIXXWT+MxMfHh29+85vMzc2JrdHXr1+nqKhIUu4TZMyjR48CxhWR7du3ExcXZ7Rz8erVq2g0GpOTgnfs2KEn9zU0NFBXV0dISAiJiYkmZwh8WliDfh36+/sZHBzk5MmTBAUFybpZpCClF6+HsYWUe/fuFffId3V1cfPmTVEvFgpr3d3dFlFYwT7r7e1tsENP0NNbW1u5d+8esMZwBHlLV66cmpoS99vpnm62tracOHGCJ554gvLycj25b+fOneTk5OixEqn9dhMTExQUFNDV1aWniISFhRntXFxaWqKrqwtHR0cOHTok+btv3rzZaK1EYCW2trbivMIdO3bw5ptvWqSICDAmhxqDrtwndAi2tLTg7+9PTEwM+/fv33C5zyrZrcPbb7/N8PAwL7/8suim071ZhBZVcxT25z//OXNzc7z00kt665aFBRAVFRUGCynj4+MN8nTBPvviiy8addsJFBbWgkSKwq63z6rVanFirK6evnPnTpKTk0WavB6///3v6evr48tf/rJZU1BjYyP5+fniA02XlQj77U6cOMHc3JyBIiLQZnMNLh999BGNjY0cO3ZMPKHNQa1Wk5+fT01NDffv30ehUODk5MTdu3f15D4hT09NTTWriAiwRA6VQm9vL5cuXWJqagqFQoG3tzdJSUmEhIRYxDKtkp1MjI2NSdpndSmscLMIFNbf35+cnBy9m6K3t5e5uTl27NghBrwxPT0iIoKjR49Knh6CfdbT09No7i6Hwt65c0fcb7ewsMCZM2f08nQPDw9iYmJM7qmHtdO5r68PZ2dnswEPGGUlzs7OYoBfuXIF+CRPT0xMlLU9B9aCt6mpCVtbW9kLR2DtoZKRkUFycjLvvfcefX194vtZXV1l586dZGRkPJAxTPBpWOLsk2JasJZqrqys8OGHH26o3Gc96XVw7tw52tra+P73v2/STafRaEQKK/yRdu7cSVZWFj4+Pvyf//N/mJiY4K//+q9pbm6mra1NL0/fv38/6enpegxACoJ99vnnn5c9g0+KldjZ2bG8vIxSqRQfOM7OzuIcObl6+vvvv09rayunTp3SK1DJRVVVFTdu3NDblefo6EhCQgLx8fEW38zXrl2jrKyMmJgYTp48Ket7BK9ARUWFXp4O6J3ynp6eZGZmGu0glEJdXR0XLlxg//79/NVf/ZXJa6UUEaVSya5du9i7dy9FRUXs3r2b559/nra2NlQqFcPDw7i4uBAbG0t0dLTJv5v1pJeB2dlZbt26RWxsrFn7rFKpJDExkcTERJHCDg0NcebMGdzc3Jifn0epVPLOO++I1+/du5fk5GTZVlhL9WIBAitJT0/n3XffZWxsTHzgaLVa9u3bR0ZGhkFebw4rKyu0tbUZVKTNQapzURfCHrvFxUWOHTsmO/AFn4NSqZS1rNNU52JVVRXLy8v88Ic/ZHh4mMuXLzM5Oclbb72Fq6srx44dMzpuSxeCHGqqcNvS0kJpaanJzsVf/vKXwFrBValUEhoaSkhICH19fZSWlnLjxg1KS0tF+diSPYpgDXoRQpeaJVNWYI3ChoeHi0MghPxVo9Hg6upKamoqhw4dslhPfxD7rFqtprKyktraWr2JvfDJKdbV1cW9e/dEViIXV69elW2fXVpaEgdoru9cdHZ2pqGhQVyFJbCSiooKqqqqZMt9VVVVZuVQY4qIbudiY2MjS0tL7Nu3D0dHR/z9/fnud7/L2NgYFy5cYGhoiI8++oi8vDyOHj1qVMERZF5fX18DtUJQRHp7e8XBHMY6FwcHB5mZmTGYV6hQKNi7dy979+5lZGQElUolFiMjIiJISEiQ3RhlDXoe3D47MDAgnh66E18E3Llzh2vXrnHv3j2L5D5TerEUWlpaUKlUjIyM6OXphw8fJj8/H1tbW370ox/R1NSkx0rkUlhBulq/3279NTU1NSY7FzUaDT/5yU/07LOW1Ep0UVxcLCmHylFEdJGfnw8YtgBv27aNb37zm8zPz3PhwgW6u7u5fv06hYWFREVFcfz4cb2HzXqDjjFFJDQ01EAR0YXQrGSqBdjHx4cvfvGLTE9P68l9grvPnNxnDXrWTg2522elFlI6ODgQGhrKnTt36Ovr48knn8Tf31/vZikqKiIqKkoWhV2vF0thZGSEwsJCenp6xNPD2dlZHMzh6OhIbm6uXguwUFjr6emxiMIK++0iIyMNHlxdXV0UFxczNDRktnNRGDYZGhqq9+9CYe348eNUVFRQWlpKd3c3P//5z9mxYwfZ2dl6rOTWrVvcu3cPf39/HB0djSoi27ZtIy4uzmjnYnd3tziv0NjD3s3Nja985SssLS2Jrr3Kykqqq6sJDQ0lKyuL6elppqen8fT0pKOjgz/+8Y96ebqvry9JSUniZF9jmJ6eFuVQOUXErVu3kp2dLcp91dXVtLS0mP3exz7oV1ZWqKqqIigoyGieK6xJqq+v1zs99uzZQ0pKCnv27GFpaUm0zwp68fqbRQ6F1d1vt35Sz8LCAkVFRTQ3N+udHsK8d933r6sXr29asZTCCvvthBn0xhyGwvsw1u1XVFQEGM95lUolCQkJJCQk0NTUxPXr1xkeHubMmTN4eHhw8uRJAgICuH79OgBRUVH84Q9/0GNacvV0+OR0lmP0cXR05OmnnyYnJ4eCggKqq6u5desWzc3Noo4+OTkpWnvlKiK6EFI6qWYlU3BxcSEtLQ1HR0fKysrEPYLG8NgHvbB9dv2pqtFoaGpqoqKiQm9Nkre3N7GxsQZ5ujAyaj1b0L1Z5FDYGzdu6O23k8rTFQqF2dOjtLQUtVptsp4gh8I2NjayvLzMvn37KCwspKmpSWxRNucw1EVLSwuLi4vs2bNH1rqt8PBwwsPD6e3tJTc3V2QlDg4OLC8vo1AoxEUWDg4OhIWFkZaWZlYRETA2Nsbk5KRJOVQKtra24ohzYa2YkFLJ6d8whsXFRfr6+nBycpIlhwqQ6lw018zzWAe9sH1W1z4rlae7uroSEREhjnVaD4Fe2traGp2wI4fCbtu2TbTP7tixg9dee80gT4+OjjbZ3ilA0IvlSFnGKGxlZaV4TVdXF11dXWKenpiYaHK2/3oI22ctsc8C7N27l7/7u7/j6tWrNDQ06CkRW7Zs4fTp0xYNBxUgnKpypT5YY1qFhYW0tLSITEvwQwgPo6amJoaHh8nMzDTa4CQFIZc3VjPRhalZDl5eXiKDMYbHOuibmpqYn58nPT2d8+fP6+Xpwpqk9PR0s5ZP4XSWQ+VMUVgHBwexQ+zs2bPAWp5+4MABkpOTZS+krKurY2lpif3791tknxVYSVhYGBcvXhSNJbD20IqJiSEtLc1iPb2/v5/Z2Vm2b98u21AiMK3y8nK9PB3WlAiNRsPMzAxvv/02kZGRPPHEE7Lf19zcHENDQ7i5uZn1LJhiWkeOHOHcuXM4OTnxD//wD/T29nL58mUmJiZ4++23cXV1JT093Wh7sICVlRVJg44u5Mxy0Gq1/Md//IfkHgRdPLZBr9VqRQPKRx99BBjm6XJgqV6si/DwcAICAjh//jydnZ16p9j27dt5+umnzf4BpSBHL16Pqakp8fQQmmfWn2JlZWX09fUZFNbMwZLts8aY1qFDh+jt7WVwcJDnnnuOXbt2kZeXR1NTk+jCEwpr5qi1YNAxJYcaU0SOHDkiFkYF+2xSUhKwxkq+853vMDY2xsWLFxkcHOT8+fNcuXKFhIQEEhMTJQ+Fa9euScqhchQRXXR0dDAxMcHTTz9t8vd/bIO+o6NDr/qempoqizavh6AXrx/oaAoajUacpbZeTxeWKoyOjvL666+TmJhIQkKC7PdlSi9eD0FP183TbWxs2LdvH6GhoXz88cds27aNF198kaamJm7cuKFXWJNDYYX9dlu3bmXnzp2S15hSRITOxfn5eUpKSvTss0899RTZ2dkGhbW9e/eSk5Mjmd8L++2k5NCxsTHy8/NNKiICBPus1LzCbdu28bd/+7fMz89z8eJFurq6yM/Pp7i42ICV6BZcBWpviSKiC5VKxebNm81OSX4sg16r1VJaWoq9vT0ajYbl5WWuXr1KZ2en0ZvFGMwNdNRFW1sbpaWlBuOXjxw5QllZGXfu3OG73/0uCoVCvFlu3Lghyn3rtWEpCL3sxk5VjUZDbW0tVVVV4mAOqTxd1z4L+oU1SyisMfusMUXEWOeiMfusUFg7duwYlZWVlJSU0NPTwy9+8QtJuU+QQ4XaiyWKiC6uXbuGRqMxOYrbzc2Nv/7rv2ZpaYkrV65w8+ZNkZWEhIRw6tQpqqqqWF1dJSQkhLNnz1qsiAjo7+9nYGCAzMxMswfEYxn0uvbZ6OhoWTeLFIRJq/7+/kbzbak1ScLihJSUFJycnOjp6eHOnTt6++2Em0WgsOu1YSkKOzw8bHS/XU9PD0VFRQwODuqdHsKsdt2HiSm92BIKu36/naWKiAA59lmlUkl8fDzx8fGSrOTEiRPs3buX5uZmbGxs0Gq1/PKXv7RIERGg0Wioq6tDqVRy7Ngxk9fCWq3kySefJCcnhxs3blBdXU1zczPNzc3iNa2trYBlioguVCoVTk5OREZGmr32sQx64QMStp6aullMUVhBL15/qi4uLlJYWEhzc7M4ftnOzk60aa6XiC5fvgwYVrYdHR0torDrBzpOT0+Tn5+vl6c7OjoSEhJCamqqUfovVLZN1SjkUFihIh0REWGgpwt5ujGHoS6MyaHGILCSvr4+cnNzmZiY4J133hELgICeni5XERGgUqnMyqFSEB4Sbm5ulJSU6C1BsbOzIzk5WbY9WBfj4+N0dHSQmpqq5w41hscu6MfGxujs7JT8gCyhsH19fXoDHY2tSdq1axdHjx41uslVjl4sh8I6OjoyMjKCq6srnZ2dnD171iBPT01NNZpXC9DVi+VYXI1R2KqqKvEalUoFfJKnp6WlyR6CKUcONYY9e/bwzDPPkJeXR19fn16r9M6dO3nuueceaDad4NMQmpXkoLu7m+LiYj2mJRRKXV1duXPnDjdu3KChoYETJ06YZRu6UKlU4qJUOXjsgr6srEyy+KILORRWqEiHh4fz29/+VtaaJClYohebYiVCQ8adO3fEm3L79u2iP13uiSSczqZWVEnB0dGRrKws3NzcqKioMLDPZmVlyVrDtR6WyKECpJiWYCt2dnZmcXGRoaEhfvGLX1gs9zU0NLC0tERgYKBZlUBKERHydD8/Pz766CP8/Pz4+te/bsBKXF1dSUtL4/DhwyZ/huAOPXLkiGxJd8OCXqFQ2AA1wJBWq5U/avUzxOzsLE1NTbLss2CcwhYUFIgBLsh+6/N0ObBEL16P8PBwXFxcuHLlit4iSIVCQVBQEM8884zFerquXix3+6yxhZQCNm3axL179zh79ixlZWXk5OTIzlUtkUMFRaS2tlaSaZ0/f56lpSW+973voVQquXz5smRhzdzfTjDoGCuUClbhmzdvGjCttLQ00QwjjDEXUro9e/bwne98h/HxcS5evMjAwAAff/wxV69eJT4+nqNHj0o+9MrLywEscodu5En/EtAKyLepfcZ4kO2zsEZhn3rqKW7cuEFjY6MeTXR1deWZZ55h9+7dFr8fYxVpU5ienhbHLwunh3CKCV7+trY2/u3f/s2kNiwFXb3Y3PcMDg5SWFioR5uFzkWNRkNZWRlRUVFkZ2dz69Ytrl+/Lm6OEQpr5iisHDnUlCIi5OlS8wqFwlp+fj5VVVViYU2olUilH52dnZL77UwpIgkJCQZMa3BwkOnpaQP7LKwVNb/xjW/oHTQFBQWUlJQYsJLFxUXq6+sJDw+XPc4LNijoFQrFLiAL+CfgBxvxmhuNxcVF6urqLPqApPJ0ATY2NiiVSu7cucMbb7wh9tHLlft09WJzAxqMnR4BAQEkJSXx5ptvittnFxYWzGrDxn5Xc/bZ+fl5CgsLaW1tNdm5+OMf/1hvv92BAwc4cOCAxRTWmBwqRxHRhVBwXV8oFfYRpKenU1VVRUlJCb29vfzyl7/Ex8eH7OxsPZvqejnUEkVEF3Lss0KtZGVlxSgrER6KlowKg4076X8O/L+A0REeCoXiW8C3gAeaPfZpIdhn5RSD2tvbKS0tZWhoyCBP7+vro6Ojg1OnTolTV4qLi8XCmo+PjywKK2yfNfZ+hKaNyspKcU2SkKcnJCQQFhYm0lRdvViONixFYUtKSlCr1aKiIUCtVqNSqaivr2dubg4w3blYXV3NysoKISEhBlV5SyiskI8LcqilioiAnp4e0T5r7GGvVCqJi4sjLi6O5uZmrl27xsjICK+99hpbt24lMzMTFxcXpqam2LJlCyUlJRYrIgIstc/a29sbZSUKhYL9+/db3LX5qYNeoVBkA+NarbZWoVCkGrtOq9WeAc7A2oy8T/tzLYEc+6ycdcYrKytcu3YNR0dHUQ8VbhZLKKyw387Ozs4gF+vt7aWoqIiBgQG9NUmHDx8mMTFR7/QwpRfrasNyKKzuQEdjebqXlxexsbEGDwZdCPZZUy23uhT20qVLdHZ2GlBYwaCzY8cOfvWrX+nl6Tt37iQpKcmoIqILQQ6V25IcFhZGWFgYfX19XL58mfHxcXHsGaxtt5mZmbFIEdGFkNJZ2rKtVCqJiYlhYWGB5uZmcWmnpYoGbMxJnwicVigUpwBHwE2hULyl1Wq/ugGvvSGoq6vj3r17Bh/Q4uIiRUVFstcZC6ezVNHEEgor7LcTcs6ZmRny8/P18nQ5p4ccvVgOhR0ZGWF5eRk/Pz/ef/99gzxdGKBpTk9vbW3l7t27su2zbm5u/NVf/ZVIYYU+el25r7S0FLBMERGgK4dauivez89P7JTUbZVWKBQEBwfzhS98weJC6eLiIr29vbLlUPikc7GhoUFkWgqFAhsbGzw8PB6INX/qoNdqtf8T+J9/fjOpwA//kgJe2D7r5+eHr6+vuCapurra4PQwtc5Y6CaztbU12UBhjsImJCQgTAJWKBT8+7//u96apICAAFJTUw1WY0vBEr3YFIUVIAxfEPL0tLQ0i9YsCaezJXvyhJ8XHx/PvXv36Ozs1Fvl5ebmxrPPPvtAG1+EU9WScdRSTEuYL7ht2zbGx8dpbW3lJz/5CYcPHxbHfsmBXDnUWOeil5eXmMadP39eVjegFB55nf7WrVvMz89z+PBhfve73+nl6cbWJEkhPz+f1dVVWdtnwTiFFRxw8Incsj5PlwNL9OL1CAoKYmpqiqqqKr2uMKVSSWxsrMWTW2DNHTczM8P27dtlD2iUYlrC7+/g4ICNjQ3z8/O89tpr+Pj4kJWVJZtKz8/PMzg4iKurq9kZgFKKiMC04uLiePXVV9m0aRMvvvgiKysr5OXlcfPmTaqrq6mtrZUl96nVanGasDE5VM4sB137rCUNPLrY0KDXarWFQOFGvuangVarFXM6IdcU8vTk5GTZ3VgCOxAGOloCNzc34uPjWVpaYmBgQE/H9vLy4qtf/apFwzgFmNOL10Oj0dDS0kJZWZne+GVB7tu2bRtjY2PiLPaEhASj2rAUhGYlc7mzKaaVlJSESqViYGCAZ555hsDAQFpaWkRW8tvf/patW7eSkZFhNp8Xmp6MnYamFBFdpnX27Fm0Wq1on7W3t+f06dNia7Rcuc/Yfjsph6GpWQ6dnZ1MTEzw1FNPPfC6q0f6pO/o6BCLcnZ2dhw7dkzWCOf1eBD7rLDOuL29XTw9bG1tUavVuLm5sbS0xMTEBK+88orJm0UKXV1dknqxFIaHh8Xxy7oLKQ8ePEhAQAB/+MMf8Pb25sUXX5QsrMmhsMJ+uy1bthhNS4wpIoJdVKlUMj8/z8DAAC4uLuIpFhoaSmhoKP39/Vy6dInx8XHeffddcS6clMFEkEMdHR315FApRQSMMy21Wk1LSwt2dnYG941QPE1LS6O6upri4mK9WokuK1m/386YIrJ7925SUlJM7jmQa581hUc66FUqFZs2bcLJyYmJiQny8vIoLS01erMYg1z77MrKCiUlJTQ2NkquM/7www+Zn5/nG9/4Bq6urpI3y3ptWArrxy2vh9T4Zak8/cyZM8Anp7NuYW09hQ0ODiYrK0uSwhob6ChHEdGFkPNKLX708/Pj29/+NhMTE1y8eJH+/n4uXLgg1kqSkpLEgBUKrkLtxRJFRBfXr1/Xm1coBSElio2NlWQlmZmZDA8Po1ar2b17N6+99prFioiA/v5++vv7yczMxMbGxuS1pvDIBr2uvzg2NlavsHbhwgWuXbtmsr1RgDDQce/evZI3vNDUUlFRYXB66K4z7u3tZX5+nh07doh6sdTNoqsNS+Vswn47Ly8vPXVBrVZTVlZGfX293vjl3bt3k5ycbNDmOz09zcjIiKReLEVhW1paaGlpMWAlgn3W2dmZ4OBgixURASsrK3R2durJoVLw8vLi61//utiE1NHRQWFhIaWlpRw+fJj09HRu3bqFUqlkdHSUH//4x3p5urDowhxDErrslEql7I5JKVaiK/fdvn0bWGNaERERshQRXQiHmLl+fHN4ZIN+/QdkShs2RWGF3vr13Vx9fX0UFRXR398va52xqZFRxm4WKQq73j7b3NyMSqUyuSZJCnL0Yl0KW1NTQ1FRkQGFFSS13bt3S+rpphQRXeTl5RmVQ6Xg4uLCc889Z8BKqqurxWtu3bplsSIioKysDLVazcGDBy2W5tzd3dm5cydzc3PiCDRY+zyjo6M5ceKExROaBPtsSkqKRQ8KKTySQW/qAzJFYddXYdfbZ2dnZ0U9XfhjyllnLOjFHh4eJvVicxQ2PDyc4eFhnJ2dUalUvPXWWwZ5elJSktlqvqV6sdAYEhMTY0BhBbS0tACWKSICdO2zlvrJbW1t2bVrF4ODg3pMC9Yefs8++6zRbTKmoFKpZE8TBuOdi0Kh1N/fn97eXqqqqqirq7NY7pPjDpWLRzLo5XxAcqqwQuV/27ZtBnq6v78/KSkpspojLNWLjVHYwsJCYG0NV1dXF/b29iJdlSuTwSe5c3Jysuzv0X1vPj4+LCwsiH3vsBZ8aWlpFveBw9ogT0vkUJBmWo6OjiwtLbF9+3bm5+eZnJzkN7/5Ddu3bycrK0v2Sb9+v50xGOtc9PT0JDY2FldXV9599138/Pz42te+ZnGtRMDc3BxNTU0W2WdN4ZEL+rm5OVrr6ohMSJD1AZmqwgpoaGgA1oJfOHHl3py6erElc9Bh7SbeuXMno6Oj4ukhwM/Pj2effdbim0BXL5Y7dGFxcZHi4mJu3bol6vpKpVKUjHbt2sXAwADXrl2juLiYuLg4kpOTZX1GlsihgiIixbTS0tJ49dVXUSgUvPDCCzg6OoqsZHR0lN/97ney5T5hqo6xGf1DQ0MUFBTodS5KMS3BPiukdLoHTWFhIZWVlWKtZM+ePeTk5Eg2Qz2IfdYUHrmgLy8v59m338a3tBTs7CA9HWTomUqlEh8fH7Zt20ZfX5+enu7o6Eh2drZFyx0ECKe8Jd1TUuuM7e3tWVlZYc+ePQwPD9Pf38/PfvYz9u7dS3Z2tuzOOWN68XoIXvbq6mq98cs7duzg6NGjjI6Oig6+nJwcPVZSVFSESqXi0KFDnDhxwiSFFQw66/fbCTCniPj6+gJI2md1ayW5ubmMjY2Jcl9qaipRUVEGP6+7u1tSDjXmMDTGtIaGhpiensbb29vA7yEUB1NTU8VaSV9fH7/61a8MWMmDuEPN4ZEK+sXFRdoLCzk2PIxdTw8UFEBUFPyP/wFPPw0SModUni6MoXZwcGDz5s2Mj4/z4YcfkpeXZ5HcpzvQ0Zx91tQ644SEBF555RXs7Oz42te+BqBXWBNuluzsbJMda+v1YilIrUmSytPPnz+v1wKsW1i7cuUKjY2N1NTUiLUSYxS2uLgY0G/qERSRyspKxsfHxX9fr4jowti8QlhjRS+++CKTk5NcuHCB/v5+Ll68yLVr1wxYia4cKigidXV1Bnq6lCKiCyGFMlUTkKqVrGclo6OjD2SfNYVHKuirqqqY3bSJ2cZGvD74AH7xC6ithS99CQID4Yc/hBdeYEWhoLS0lMbGRsl1xmVlZbS3t5ORkUFkZKRkYU0OhRUq0sacUFJrkqTWGefl5RnoxVI3i7mONWG/3XpNeGJigoKCArq6uvTGL4eFhZGSkmLQuVhTU8Py8jLBwcEGhVJ7e3tycnLIysqSpLDZ2dniqbheDrVUERGgK4eammfg6ekp1kouXbpEe3s7RUVFotwXERHB5OQkLi4unD9/3mJFRMDMzAwjIyNs3rxZ9tIUY6wEeCD7rCk8MkEv2Gf379+P1/798L/+F/zgB/D66/Cv/wqdnWheeonfz83R/2f9GAzXGa+srNDR0YGDg4N4oksV1sxRWLVaSPXxmwAAIABJREFULRp0dJ/SarVaHOukq6f7+fmRlJRkkPeb04stobCCQSczM1PWmiRjMLd9Vvid0tPTSU9Pp7q6WqSwv/71r0UKKxh07O3t+Zd/+ReRaTk4OIi0WQ6lFQqucluSXVxcePbZZw1YiWCEWlhYYGFhwSJFRBdypgkbw71797CzsxOHZsInG3Q2Co9M0NfX1xvaZzdtoj87m6JNm3C+fBnn+Xn6FxfXTo+wMJLKyrB98knQucGF01mKTklpwzU1NdTV1RlUYQsKCvQGOkrl6XJOj/Lycll6sTkK6+LiwvLyMt7e3pw5c8YgTxcGaJpDW1sbCwsL7N69W7Z3QVgF1draytWrV0UKK6C9vd1iRUTA2NgYExMTZuVQKQhNO3Z2dnoj0GCtOPn0009b5DIEfTlUbg1IqnNx06ZNrK6u4uXlZVF/gRw8EkEv2Gd9fX3x8/Njbm6O/Px82tvbPzk9IiMJCgriJWGd8Ztvwj/+I/z4x/A3fwM//CGagABZerG5KmxWVpbYJDI9Pc0//dM/GeTpycnJsk6P0tJSi/RiYxRWgJAju7u7i/50S5pPhGYlS+2zGo2GpaUlSYru4ODAsWPHZKsJurBUDlWr1aKpSJdpCXLfwYMH6e7uZnBwULKwZg5CE5a509lc5+LY2Bh/+tOfHkhWNYdHIuibm5uZm5tj165dvPLKK5J5usHpER6+Vtz76CM4cwZee42JpCS8g4LY9dRTsuSm9RRWGBT5m9/8Rrymq6tLMk+XA7l6sRSWlpZQKpXY2tqKp4eAwMBAnnrqKYvlvsHBQWZmZiQHOhpDf3+/aBcV8nRnZ2fu3r2Lq6srW7du5fbt2+Tm5nLjxg1iY2NJSUmR9flbIoea6lwMCwvjX//1X9m0aZO4/HE9K9myZQsnTpwwKfeZ2m8Hn8iTNTU1ekxrfeeiVqvl3LlzeHl5PbB91hQe+qDXtc8Ka4K8vb2Ji4sjIiLC+M1z+DCcOwft7fCzn6F98022FRfzreLitZtTxm46AWq1mpWVFRwcHMSntgAXFxeys7NljXZaD8E+K3enu9RCSltbW1GNiIyM5NatW3R2dvKzn/3MoLBmDnIGOoK0IqKbp587d467d++SlZVFUFCQHispLi4WayUZGRkmW07NTRMeGRkhPz/fwGG4nmmdO3fOoOAaEhJCSEiIQa3E2dmZ1NRUSU+8sN8uPj5e777r7OwUF1LKmeXQ2dnJ+Pj4p7LPmsJDH/TrVysfOnSIzMxM+f3JQUHw29/S8NRT3PvxjzlSV4ed7lP67l1wdJSU+6TWGbu4uLCwsMCOHTtYXV2VdbNIobu7m/n5ebP2WXPrjN3d3Xnttdfw9vYmJyeHnJwcycLaqVOnRM1bCuYGOq6srJhURITvWVhYoL+/X9xvJ3xm6wtrtbW1Yq0kOzvbgJUY228n5TC0s7MTafN6hqJWq2lubpacVwj6tZKLFy9y+/ZtLl26xPXr1/VYiTCv0MbGhvT0dIsVEV1shH3WFB76oFepVDg7O7Nv3z5u3rxJfX09DQ0NRm8WY7je2spiRgaHPvgAO92T7x//cY0R/MM/wAsvMPbneoGxdcavvvoqAF/60pdwd3c3e7MYgzn7rNSaJKl1xoJ9VrcmIFVY+8///E+2bNlCRkaGpEFGyj4r9MyXl5fr6ene3t7Ex8eLioguhNNZqk9AV+4rKiqioqKC1tZWWltbDViJ7n47SxURXQjzCs3N3vP09ORv/uZvJFlJREQELi4uqNVqPD09+fd//3c9RWT//v2kpqbKKjQODAzQ39/PiRMnPpV91hQe6qDX/YDi4uL0CmvGbhYp6OnFul52jQauXYPubnjxRRZ++EOaYmO5feQICldXQkNDSU1NFTuuBIOOrl5s7mY5ceKEASsZGRmR3G83OTkprkmSs87YnF4sUNiBgQFyc3MZHR3lvffew9nZmZSUFLGwprvfTqC86/N0Nzc3IiIiTC6klJJDpaBUKklLSxNbo9ezkpMnT3Lz5k2USiWtra16G4c8PDyIjY2VpacLLMkS++x6VlJfX09dXZ349cnJSYsVEV0I7lBL5j1Yioc66Nd/QOa0YWMUVmqgo1qtprKykrrnn8dn3z4SS0vxGR3l+I0bpFVUYPOd70BSEui0WJqyz0pR2Lq6Ourr6wkKCiIrK0sMWt1uLqk83cbGRpaeLlcv9vX15e///u+ZmpriwoULYmHt+vXrxMXFiaf4li1bDPR0gTbLWfIhyKGWbBjSZSVCE9Lrr78ufn1kZMRiRURAeXk59+/fJzw83GL77O3btw1cfQJ8fX05ffq0RSYoWGuSam9v3xD7rCk8tEFv7gOSS2H7+/uZnZ3Fx8eHrVu30traSmlpqV6erkhJ4fYPfsC2uTmUP/0pNgUF8LOfwVNPwfbtwJoUJkcvXk9hKysraWtro62tjd27d5OamsrQ0BAODg5cvnzZYE1SYmKiLP33QfRiDw8PPVbS1tYmtsnCWj+5SUXEBIRUwMbGxmIZamFhge7ubrHnXRebNm0iOTn5geQ+wT5rrjApwFierlaruX//Punp6VRWVtLf3y+7VrL+/dja2m6IfdYUHtqgl/sBmaOwtbW1wFqxR1dPd3Z25sCBAyQnJ+vXBTIzoboaPv4YdBp4+r/9bXZ4eJD2la/Iev9SFPb27dv8/ve/B2B5eZnl5WXc3d2JjIwkPj7eotNIrl68HhqNhq6uLr1Z7wKEjSq6rEQuCgsLWV1dlb191lievnnzZubm5ggMDGRlZeWB5b7Gxkbu3btnVg4117m4sLDAO++8g6+vL0lJSSQlJdHW1qZ30Li7u5ORkUFISIjRnyPYZ6OjozfEPmsKD2XQP8gHZIzCCujv7xfXJKWlpZnudT5yZO2/P2OhrIzoc+eIhrX8/0c/gieekOXum5qa4vbt2wZaOqzNcTN3s0jBnF4shf7+fvHBI8hbwlpnYZNKVVWVHivJzs6WrddXVlbKmtEvpYh4eHgQExNDdHQ0//Zv/wYg9hlYUivRhalpwuYUEd08/de//rXB6wQHBxMcHKx30Lz//vsGtRJdVFRUWDQ56NPgoQz6B/2ANBoN7e3tokVTF0qlkvDwcLM3ixSuNjayLTGRuIYGbPLzIT9/rQ/gRz+CL37RQO4zNn5ZkPuio6MZHByUdbNIwZhevB7C+OXW1la9PD00NJT09HQaGhooKiri0KFDYq1EcPfdvn2b3/zmN2zbto1Tp06ZpPrm7LNSDkNdRUQ4iYXuNWG/HVhWKxFgbL9dV1eXqKebUkR037cwr1DqkNA9aC5evChuPxIUnNTUVJRKJffu3aO2tpbw8HDZC1A/DR66oH+QD0hqnbG7uzuzs7M4OTkRHBws62aRwtLSErcmJujMySHx4kV49VX4+c+hvh6eew7CwqChAY1SaXKd8f79+/nJT36CnZ0dJ0+eRKlUmr1ZpLBeL16PlZUVVCoVDQ0Nenq61ELKiooK0aAjIDo6mujoaJHCjo2N8frrr5uksFIGnYWFBYqKimhubjZwGOoqIrowtn0WzNdKdFmJ0MyVk5NjVBER3oepe2D9vEJj8PDw4IUXXmBhYYHc3Fza2tooKSmhrKyMiIgInJycNtw+awobscDSF3gT2A5ogDNarfYXn/Z1jUHuel5z64w//vhjZmdnOXbsGJGRkbJuFino6sW4u695919+GX7/e/jZz5g/eJBzb721tuji/n3sV1Zw9/ExWGcsDLfQ1YvN3SxSrESwz+rutxPWJJWXlzM2NiZe6+3tTWxsrOQuvNraWpaXlwkKCpJkPnIprO5+O3t7e1QqFbW1tWLNQKFQiPmwqZZT3XmFph72urUSKVYSFxfH5OQkjo6OvPXWW3qdi3IUEQGzs7MMDw9bZJ91cXHhy1/+MisrK1y9epW6ujpR7gsMDDQ6KXijsREnvRr4f7Ra7f/f3pnHRXWf+/99BgQURUVR3BDFFUUUFYVBwB0FTZqtbZq0N2mTLmlvfn21N21ue1/3/vq7bdI2vWly26RN06TVmJoYrQuuKArIJosgAiKrgCiLuLCIOM75/TF+j2eGMzNnjKLR+bxevlRmOWeG8z3f53k+z+f5FEqSNAQokCQpRZblsjvw3la4fv06x44ds/sF6bUz1uKLnV0sWiGseqCjuoWzvbub1BEjqHruOeTOTnrPnMHHx4flly8z/733kL79bYvG/+aCd8YX214sRUVFdqMS4T67evVqXTZJ9iDm8TkT1jgLYU+cOAFYIrRf/epXVnm6YFj0FN5E/UVvSzJYRyX79u2jubmZHTt2AJYIzV6ergeCDl2xYoVLrxORVmVlpdV0pjstn3WEO2FgeQ44d/PfHZIklQPjgDu+6I8fP053d7eVAs5sNpObm0t+fr5uO2OxO9vji8XFUlFRwf79++2GsIcOHVLks2Ksk22ePmn2bOKFnfH3vw8dHRZ9/9tvw7PPwr/9G9ltbbr4Yi8vL5KSkli7dm2fqCQoKIgpU6bQ09PDkCFDeOuttxSKS+TpS5cu1eWiU1FRQWdnJ0FBQbqr9CIq6e7uZvfu3ZSVlSkmIWCJvOwyIk6glw7VQnV1NdnZ2Zp1HDEi3dUFL+jQgQMH6mqVtRdpBQQE0NnZyYgRI3TTencCdzSnlyQpGJgH5Go89iLwInBb9rpms9lKPltRUUFGRoZVnq7HzthsNlNcXKyLL54+fTrTp0+nsbGR3bt3W4WwS5YsITfX8jFramoUe2VJkuwbUv7hDxYZ769/DVu3wl//Ch98wMhZsxhjNLL2Jz/R9V3YRiWHDx9W3E8AOjo67ObpemBv1r8ziEirtra2z2MijI+JiXGZkhK5sx53XrAwImKApjpP9/T0pKOjg5UrV1JZWelSrUQN4aDj7PqxF2nNnTuXmJgYKioq2LZtm8tjvz8v7tiilyRpMLAV+D+yLF+xfVyW5feA9wAWLFgg2z7uDKWlpVy6dAlfX19+9atfWdkkiTxdz8XkKl8MloEK3/72t2lvb2fXrl3U1dUpvfFgab0cOnQoERERVnm6JhYsgC1b4PRpeOMNzH/7G9NPnuRyRIRL3WRi9ygoKOij7ANLW+zChQtdXvCNjY20t7frls+KzkXbPF0YYg4bNozw8HBycnKsopJ169bpen/hbzdkyBCHOb+9zsUpU6YoVl6/+c1vGDhwINHR0URHRytRSXl5uVIrmTNnjkPBltrfTosO1TKkVDMioh4hyzKZmZkEBAQwbdo0p9/DncQdWfSSJA3AsuA3ybK87U68pxqyLCutsmfPntVlk2QPevliWwg746ampj6PiakvWrSOXUybBu+9x/vjxjE9NZW5r79+67H33gM/PwvdZ/N+jY2Nim5fvXtcv36dnp4eHnvsMcWZdsuWLQwaNIj4+HjddJ9e+awWIzJixAgWLFhAZGQkGzZsACzDLaZPn058fDwFBQUcOXKE+vp63XSfI387MUpMixGx7VzUks8OGjSIJ598kt7eXlJSUjh+/Lgi2Jo2bRpJSUl90htBhwrTTXCNERGoqqqiubmZRx555K7IZx3hTlTvJeCvQLksy//z+U+pL4RLq8CIESOIjo52ecE744tt0dvbS3p6OidOnLAavzxq1ChaWloIDg5m5MiRui4WLdTU1HAOMDz7LHEiV+3osPD7ly7Bv/87/PjHXHn8cQ7f3Cm17Ix7enp47733CAgIICwsjLCwMKuoRG8I60w+64wREZGW8LdTy2cB5s+fz/z586moqOhD961cubJPbq32t1P7t9lTGNoyIgLO5LNeXl4kJiayZs0aMjIyyM7OpqKigoqKCoKCgkhKSiIgIEChQ0V6VVxcTE5ODufPn1feyxEjokZmZiZ+fn6EhYXZfc7dgqSuIN7WG0hSDJABlGCh7AD+XZblPfZes2DBAlkMIdSDv/3tb1y8eJGEhAQOHjyoFOzsXSz28MYbb9DV1cW//du/2U0F9NgZv/3221y+fJmXX36ZYcOGYTabSU9PJycnR2ly0RPC/vGPf6StrY0XX3zxVoHq2jXYsAH5N79BqqoCoGvQIHIXL6Zg0SICpk3rY2f8l7/8haamJr7xjW/02VXUIawsy3h4eNgNYTds2EBtbS1PPvmk8p3aY0RCQkLsdi5+8sknnDp1isTERIfzA9S1ErDcQOLi4pTUa8eOHRQVFbF06VJmzZql8OlifoJQGMbFxTmcOXDgwAGys7NZvHix7ghPRCUiVRg1ahTjx4+nsLCQwYMHc/XqVZcZEfXn/utf/6qoQ+8GJEkqkGVZ88u/E9X7o8Bdi08aGho4c+YMq1evVvro1ReLCGHVF4sW1Hyx1oKvq6vjyJEjTu2Mtfhig8FAfHy8SyGslr+d2Wym9PRpssxmWr72NaaXlRFz9Chjz51jWWoqS48dQyouBtWCd8YX6w1h1QKdGTNmkJWVRUFBgRUjMn78eGJiYhxOAert7aWiogJvb2+nA0PUtZLk5GRqa2vZu3cvhw4dYuHChRQVFSFJEnl5eRw+fBi4lacrjIgTqOlQVwxH1FHJvn37aGlpUdSGnZ2dLjMiamRmZjp1572buO878rS+IK3CmrhY7IWwWgMdL168qIx10mtn7Eg+C/pDWFGRXrNmjbZN0pAh+L/4IiM3boSjR+HXv0a6fNlqwdPUxK6bFkzOLmhnIeyAAQOU5/33f/+3FSOycOFCp444AoIOXbRokdPnCvj7+/P1r3+d7u5udu3axalTp8jMzAQs9ZzOzk6lczE0NNQlx9ecnJzbks+aTCaOHj1KUVFRH0sxsNx8bNt49aC1tZVTp065bFN9J3FfL3ohn7X3Bfn7+1txw+qONXUIK+SzgYGBDBkyhIMHD/bJ0/XYGav54rHqYRsa0KL7RFSyaNEiGhsb8fT05LPPPuuTp4tqs4Llyy1/urpuiXjKy5Fnz2bB9OmwbJnu3NBgMBAXF6coDA8dOqRQfYDSmuwKIyKgpkPj4uJ0vw4s9Y309HQaGhr6PCZJEn5+fgQHB7ts8SymCeuRz6oNKdV5ekBAAB0dHfT09PDcc88ptOS+fftITU0lMjKSpUuX6jq3rKwsPD09Xbop3mnc14te7xckQliTycSBAwf6hLCisnvt2jVee+015XWObJK04CpfDNZRyY4dO6ivr1dCVZPJhMlkYuLEiX3ydE34+t76d34+Zg8PZpaXM7O8HE6etBQAExKcqvvU45dF37saXl5eTJw40WU+PS0tjRs3buiaWgOWwmFqaqpVnu7j48PIkSNpbGxk5syZjB492m5hzRm0/O20YI8RmTNnDrGxsdTX17Np0ybGjx9PUFCQEpXs2bNHmb+QnZ3tlO67cuUKJ06cYP78+XddPusI9+2iv50vyNPTk7Vr15KQkEBGRgaZmZlUVFQoj1+8eJGhQ4cyd+5coqOjXQqvBF88ePBgl8YS29oZ28LDwwN/f39d+akapq9+lbdLSlicm0tUURFSWhqkpUF4uKXq/9RTfc5Dq3NxzJgxNDc3K26ve/fu5dy5c7prJWoIOtSR+6w9haEoDI4bN47f/va3AMqMw7i4OAoLC5UmpHfeeYdRo0aRmJjokO5zJNCxZ0ipFWlpzSscNGgQTzzxhOZGM3XqVBITE/ukh9nZ2XaNVPoT9+2iv90vSG1nrKVR9/b2ZvLkyS7nU474Yi2cPXtWCQPV45cHDhxIa2sr8fHxdHV1KT30rtJ9Bw8epMPXl66f/xwpMhL+/GeLuq+4GPbtUxa9s87FjIwMzp07x7x585gwYQIvvviiZmHNWQibl5dn199OMCI5OTlWfLpW56Ktv51AREQEERERVFZWKoU1R3Sf8LdT590mk4nMzEyOHz/ex5DSXqQl5LO28woF1BuN2PFPnz7N6dOnmTBhAuvWrSMgIICrV69SWFjI7Nmz+0U+6wj35aIX8lm9X5A9O+OgoCBl3HJSUhIHDhxwerHYe3/BFzuquDqzMx46dCivvfYanp6eLFmyBIPBoEQlroSwan+7pUuXWhp4XnkFXn4ZNm7kQmgoBz/5hOrqaiaWlRHS1MTVuDhCFi4kPj7eajEJgY5aPqsurIlaibMQVks+a48RcdS5KJqw7LUAT506lalTp3L27Fl2795tFZWIsVkGg0EpuK5Zs4aSkhIl0hI3voCAABYtWtTHzNMWeuWzBoOB2NhYYmNjlaikoaFBiUrGjh1Lb2+vXTPT/sR9uejz8vK4fv26wy/Inp3x6NGjiYqKIiwsjC1btgAQFxenFNacXSxaEL3WWo0drtgZC/ms+ljqwpreEDYrKwuTyUR4eLiycJQ8/eJFum8uHE8PDxJychhRXc3SY8fgxRctzj43F31hYaFD+ayjWok6hD116hRdXV1MnDiR69evs3Xr1j6MyMyZM4mPj3fIp6vnFTqjwcaNG8eLL77IxYsX2bVrl1VhLTQ0lLa2NgYMGMCHH35oFWm5Ykgp6FA/Pz/n9RYV1FHJzp07Fbpv8uTJ/SafdYT7btFfv36d3Nxcu/JZvXbG9vhiRxeLVggretzV/nZms5mysjKlyqvHkFLNF9uTY4qLRdB99qISMdBx1apV5OTkkJeX10dhGBMTw4zp08FohNdfhwMH4M034X//F555Bl55RSkoOpPPOgthxbHb2tp4++23Af2MiBoihXLFJ2/48OFKVLJ9+3YqKyspKioCLNeSp6cns2fP7suI6IDY5V2Vz2p1LgJ3xZfudnDfLXohn1Xv8s5skrS4Umd8sfpicVSFTU1N5caNGyxcuJDz588rY51c3T1yc3O5fv06s2fPdsoXO4pKQkJC6OnpwcfHhzfeeMMqT58/fz6RkZHW7790qeXP8eMWdd+WLfC3v8Hf/sb4p56iOyFBt3xWHcLm5+dz8OBBK4qtq6vLvsLQCVpbW2lpacHf398pHaqGVqSlxo0bN+jt7XV5xHVPTw81NTUMHDhQFx1qz5By2rRpivfA7ahL7wbuq0Uv5LPjx48nMDCQ1NRUioqKrPJ0PXbGrvDFzqqwVTdbYUtKShQnWnWerne2eUZGBpIkOfR0t4U6Ktm6dStnz56lpKQEQFn4YWFhffJ0TcybB5s3wy9/CW+8QefHH1MTEsK3XHSf1Yq01Lh69SoGg8FlPl3sqo4q/wK2jIg60pIkidbWVtavX09HR0efqCQpKcnx0NOb2L17N7IsO5S96pnlUFJSwunTp1m7dm2/C2vs4b5a9CUlJVy6dAlZlnldpTpT5+l6LibBF0dEROi++NQhbHp6OkePHuX06dPK4z09PQQFBREbG0tISIjLn0sPX2wLrd1DjevXryshrG6EhHD25z/nw5EjGTF2rKVY2NsL5eUWuk8DakZERFo+Pj4EBwdz6tQphg8fzhNPPEFycjLnzp3js88+Y8+ePSxZskRXJ5+Wv50WmpqaHEZaAL/5zW+sBDqxsbEcP35cKay9++67BAQEsHbtWruyY7V8Vqs3Xu8sByGfHTly5G0ZmN4t3DeLXnxBYBlxPXjwYCIiIqzydL24Xfmslp2xGj09PbflLyb4Yj25qj0747Fjx9LR0UFHRwff+ta3OHHiBIWFhRQVFVFcXGyXG9bC7t27ueHpaYk6ZBm++U347DP4+GOLfTe3DCltIy11ni5m9K9atYqxY8cqUUlycjI1NTXs37+f1NRUFi5cyPLly+0ufkf+dsKQsqysTJMRUUda27dv7yOfBZg3bx7z5s2jsrKS/fv309rayt///neGDh3KypUr+5iBHDx4sM+8wpaWFiVPV89ymDVrlt1Iq7q6mubmZtavX3/f7PJwHy36qqoqK1XbtWvXMJlMLudijvhiLdizMx4zZgyVlZVMmjSJqKgohRt2dLFoQfDFan87LTizM25tbeW9995j5MiRjBs3jnHjxrF69WrNwpqjEFb42yny2Rs3YOBA6OlBfvxxGn/8Y5InTbJiRLQ6Fzs7O6mrq8PX19fK8HL48OE8++yzVrWSrKwscnNzCQsLY82aNVa/F615hSJPP378uJXRhRYjImAymZSCq73eDkH3NTU1WUUlu3fvJjY2VhmKIejQxYsXs3fv3j55ut5ZDpmZmUpn3/2Ezy2tvR1oSWuFfPZb3/oW+/fvp7y8HLPZjIeHh+bFYg9CPvujH/3IboHKnp2xmIY6cuRI3nrrLS5dusS//uu/KvSR+mIBy53eWQirKZ+9CVfsjN9//33Onj3L17/+dU36SISwYle2F8JqyWframtp//GPidhmmX+SFRXFsSeeYO5NPl3re//0008pLy9n7dq1Dgd0mEwmUlJSKCwsxGQyIUkSU6ZMISkpCT8/P3bu3Mnx48eJj49n5MiRfSItR4yIGikpKWRlZbFo0SKrngNHUEclYLkGAgMDaWhowMvLy8oCfezYsRZGRMPRVwtCPrtq1ap+MbCwxV2V1t4JNDY2cubMGVatWsWQIUOUwpq4WEQIq75YtKDmi20XvMlkIjs7m8LCQqd2xvb4YldDWC35bE9PD0eOHOHkyZO67YwvX77M2bNnHfLFekJYtXx27NixbNu27VaePmcOTR4erN22jejsbKInTIDvfQ80Fnxvby+nTp3Cy8vL6UQeT09P1qxZw+rVq8nMzCQrK4vKykrefPNNxo8fT2NjI5IkkZGRYRVpuWJIaTabycvLc0iHakEdlXz66aecOXNGYSN6e3sZNmyYojB0NeK81/JZR7gvFr34gubPn6/8TH2xiBBWXCz2QlitgY5lZWUcPXrUavdQ2yRp7R6CL7ZXadcbwqor0rm5ueTl5fXJ0/XYGbsybtleCLtnzx7lRnjjxg3eestiTSAYkfj4eMtE1pQUePxx+PRTmD4dfvGLPsc4cOCAy+6zBoNB8XrLyckhNTWVxsZGwFLPkSSJWbNmucSICLhCh6qhlaercfnyZerq6pg9e7auWolAW1sbp06dYsmSJXh7e+t+XX/hni968QXZk8+quWFHVdiGhgYeDHwSAAAgAElEQVQuXrzI6NGj6e3t5eOPP7aySdK7e6j5YmciGDXdZxuVBAcH09jYiMFgYPPmzZp5up4L1FW+WEBEJRcuXGDz5s20tbUpeem1a9cICAjAaDT2ZURWroSMDMti/+lP+7yv6IR0VT6rFWnZPt7Y2Mi5c+dcXvSu0KHd3d3KAE3bPL2xsZGuri5efvllpXVXHZUkJSXp6qgT5qr3Uj7rCPd80btiz+sohBWc8aVLl3jvvfcA5zZJWnCFLxZQRyX79+8nPz9fGQNtNpvx9vZWfNlcdXvds2ePU75YC/X19cr4ZS0+/cKFC9TV1TF9+vS+N8HwcMuIboGrV6GmBmbNcpkO1WJERo4cyahRoygrKyM0NJSYmBiSk5Npampi69atCt3naJS5gKBDJ0+ebPdm7ogRiYmJYebMmVRXV1NRUcG4ceMYNmyYEpUUFRUpUcmf/vQnp3SfUIdGRETgq5ZC30e4p4teLZ915QsSIWx9fT2fffaZVSfWtWvXGDduHHFxcS5JYEE/X2wLLTtjNa5du8aZM2doa2tzadGrBzrqCaUvXbrE4cOHqaiosOpcnDZtGmVlFu+RV155hUOHDumvldy4YTHl2L8ftm4lt7DQKR0qDClramrs5ulCPpuYmMigQYN44YUXuHTpktIafeDAAQ4fPuyU7jt0c3KQlkDHGSOijrTU/nZqzJ07l7lz51JVVcW+ffusNpoVK1b0MbsQ5qr3Wj7rCPd00d+u+6yWnbEaLS0t1NXVERIS4lJnmCO+2BaO7Iy9vLw4c+YMy5cvZ/To0X2iEq2LRQvCQcfRjif49OLiYmX8sm3nYnp6Ojdu3GDu3Ll4eXk5LKz1CWFv3ABvb+jsxLx2LTOSkrj21a/2ScXsMSKC3lIPCBXyWdt5hcOGDePZZ5+lp6dHccnJysoiJyeHsLAwEhISrHZzMa9QTYe6wogIOJPPAkyZMoXvf//7nDt3zm5Ucu3aNQoKCpg1a5bLc/P6E/ds0avls3q+IHt2xtOnT6ewsBBfX1++973vsXfvXquLZc6cOaxevdppFViLL9aCMztjQJHPRkdHYzAYmDp1qsOLRWtBq+Wztv52wkMvJyfHajCHMGicM2eO1XsK+eyaNWuUn6kLaw5DWC8v2LgRgoIwvP46j+7YwbXZs+GppzDduEFOTg4FBQVOGRE1nMlnfXx8ePzxx3nkkUc4ePAgBQUFFBcXc+LECauoRMhnV6xYwb59+1xiRNQQhVv192MPY8aMsRuVjBo16r6RzzrCPVv0Yga9ozBIj53xp59+CqDMcxMXi6t03759++xGHa7YGQszBFtmwPZiqampcRjCZmdn9xnoqJWnaykM1Th+/Dg9PT1MmzbNbp+DnhD21De+QfWJE6zZuxfvX/6SU0eO8Nny5dww3HLYdcSICKjnFTpTvXl6epKQkMCqVavIyspSjB/ffPNNRo4cSVtbGwaDQTHWcIUREVDToVpNP/YgopIrV66wceNG2traOHv2LNOmTSMwMFD3+9wL3JNFL8syubm5TJkypc8XZM8mScvO2B5f7Iwbtg1h1e6zoodbyybJmZ2xmi9euXKl5mcXF0t3d3efqEQdwgr5bExMDNu3b+fUqVNWeboIm50NGRHyWT2VbUch7LVr1zBHRtI1bBhf+vRTZmRmsmToUK69/LJuPh1uTRN2RXhkMBiIiYkhJiaG/fv3WznamM1mBg8ezOLFi3UzImrcjvusvVkOwH1bsVfjTtlaJQBvAR7A+7Isv+7o+d3d3X3ks0Laqs7T1TZJWruH4IvtfdF6Q1jhbxcREWE3T9djZ3zs2DHdfLFWVCJC2BEjRnD16lU8PT159913lc8yadIk4uPjdUs0Kysr6ejoYMKECS7xzCIqaWpq4pNPPlFqBQAVM2Zw5D//k9jcXOK2bAEXBERtbW00Nzfj7++vW2MvXmcbaanR2dnJsWPHXHaMcZUOtRdphYeHU1JSgq+vr0vDNu4V7oStlQfwR2Al0AjkSZK005E/fVdXF+PGjcPHx4fNmzdbDRvQa2es5ovj4+Odnqe9ENbPz0+5qIuKiqzy9IiICKKionTvHunp6S7LZ0VUsnLlSv75z39SXl6u7GImkwl/f3+WLFnSJ0/Xg/379wOuDaXQirQEJEnCbDaTYzDQ+fzzrAF8ADo7oanJ4s/nAK7QoVqMiIi0rl27Rn19PevXrycwMJDdu3dz9uxZtm3bxt69e4mJibHymrMHQYc6ysH1zHI4efIkly5dYtWqVfeVsMYe7sROHwlUybJcAyBJ0mbgERz405tMJlpbW/nzn/8MWPJ0MYVUL58uKtKuyGfhVghbXl7Ozp07rXYxg8HAnDlzWL58uct8uhgn7Ygv1oKWnTFYFpgsy7S3t5OZmcnQoUNd2kWampq4cOECAQEBuvTjWozIiBEjCA0NJSMjg2HDhvHSSy8phbUTJ05QUlLClOBgnty0iQF5ebBjB9xMj2xhz99ODUeMiIi0enp6+shnv/Wtb3H58mWlVpKSksKRI0dYsGABy5Yt07xpO/K308OICAh16IgRI3T35d9r3IlFPw5QOxQ0Ak4Tm97eXsaOHUt8fLzLfDpY6D5X5bNaeboa4kIYOHCg3YvFHhyNW7aFPTvjWbNmKZ2F3/72t+no6GDfvn20tbWxYcMG/Pz8WLFiha5QVM9AR3uMiGgk8vHxsZLPqgtr2dnZHD16lNrTp6k+c4YZFy8ir1yJtHEjPPlkn2OJCrlWVOaMEVH/HsREJNuFOnToUJ555hl6enrYs2cPpaWlZGdnk5uby+zZs1mzZo3VzdiWDhWDV3JycvrMXNRiRARqamo4f/78fSefdYQ7sei1Pmkf8lySpBeBFwFlHNKFCxeor69nzJgxLu2s+fn5uuWzjuyMJ06cSE5ODsHBwXz5y19WuGFHF4sWtPhiW9izM540aRKxsbEEBwfT3NzMn/70J4UvHj16dJ/CmghhjUYjUVFRmheikM9q+dvZY0S0Iq3u7m5FPjtz5kzl5waDAaPRiNFopLi4mH3Dh9PxyScszMuDp57iws9+xoj//m+rzy7mFQp9hT1GRJyH1vWgLrja61D08fHhscceY/369Rw6dIj8/HwlKgkJCWHdunUMHjxYoUOnTp3Khg0bXGJE1BDy2XvhPnu7uBOutVHAf8myvPrm/18FkGX5NXuvWbBggbxz504yMzMpKyvDw8NDMaDQM7zwd7/7HZ2dnQ7lszU1NaSlpTm0Mxby2R/84AfKcU0mkxLCCimouFjsFcPeeecdWltb+8hnxVBNvXbGQj777LPPatJH6hBWlmUGDBigGcJu3LiRmpoaHn/8cWbPnm2XERk/fnwfRkSNLVu2UFZW5lQ+C1BdVUXzj39M9I4dABQuWcKAt98mbO5cdu3aRWFhIdHR0ciy3IcRmTRpkl1GRA0hn42MjNTFqcOtEWyZmZnKTc7X15euri5lhwfXGBGBs2fP8v7777Ny5cr7rgPvbktr84CpkiRNAs4CXwGedvaisWPH8uSTT3LhwgWysrIoKiqisLCQ0NBQjEaj3QugoqKCzs5OTfnshQsXdNsZ2+OLtULYqqoq3nzzTcaNG8e6deus6D61v504Z608fciQIcydO5eYmBjN3UMPX+wohJ01axZr167FbDZTU1PDoEGD8PDw4C9/+YtLjIhAb28v5eXluuSzACFTphCyfTsX//hH/F5+mYiMDHb/7Gckx8Qov4usrCzgVqRlNBp1DSIBfXSoFkRUsnDhQkVKLAqDZrOZwMBA1qxZc1tDK7XUoV8E3AmrapMkSd8H9mOh7D6QZblU7+tHjBjBunXriI+PV4YMlpaWEhISgtFoJDg42CpXsnWftWeT5MzO2BlfbBvCpqamcvbsWSX8XrNmDZMnT1Zy5yVLlrBjx44+eXpoaCjLli1zunuI97HtvtOCbQhbUFBASUkJJ0+eVKScPT09SuOSXkZEjZSUFJfdZwGGv/QShIZy6fXXKTMalQUPljFX0dHRVtbfeiHo0FmzZul+rb3ORbBcIzdu3OD8+fNs3bpVd61E4MKFC5SXlxMTE3Nfymcd4Y7w9LIs7wH2fJ73GDJkCCtWrCAmJob8/HxycnLYsGGD0mE1Y8YMmpqaaG9vJyAggLq6Oj755JM+eboeO2PBFw8fPlwXXxweHk54eDjV1dVKYW3jxo0MGjSI7u5uJEli+/btgOVmERwcTFxcnF0lli16enqorq5m4MCBhNsZTqkFT09PVq9ejdFo5JNPPqGxsVG54ZjNZoKDg1mzZo2u6r0awoZKLx0qYBVpRUfDzVzdu6cH32vXaB86lPT0dC5cuMDatWtdYjkyMjIA504z4JhPFzP/fvCDHygOPmq6z1GtRI3MzEw8PDy+EM04trjn0lpb+Pj4KDxrcXExWVlZbNmyBX9/f+WCbmtrU6rBzmyStHA77rMAISEhfPe73+Xo0aNkZGQoemxZlvH19SU+Pt5lChH08cW2MJvN5OTkkJ+f34dP9/T0xGQyUVdXx5YtW5SoRC8EHerM8gm0GRERaY0aNYqc9HSeS05mVEsLuf/xH6ReuaJEJZMnT2bdunVOPd5LS0s1/e3UuHz5ssKI2CoMRaRVU1NDRkaG4m83dOjQPnTfwYMHSUtLc0j3dXR0cOLECebNm+cytXs/4L5b9AKenp7Mnz+fefPmUV5eTmZmpiKh9fDwIDQ0lOXLl7vUaQb6+GItaNkZA0rq0dXVxYEDB2hvb3eJ7nPEF2tB+MrZjl+eP38+hw8fxmw28+qrr1JXV8fevXuVqMTPz49ly5bpiiQEHWpv1pwjRkSdp7/xxht43rjBiIAApJMnWfyTnxD5ySdkDx9OZmYm1dXV/P73v2fcuHEkJibarePYE+joYUTUEPJZ25ROT61EHZXk5ORgNpvvu+KdXty3i17AYDAwa9YsQkNDqa2t5dChQzQ1NVFRUcGQIUNYvHixS3dbR3yxLbT4dGFnLKyt4uPjiYyM1HWxaCE1NdWpfFbLJmnQoEHMnj1bERplZGQo/nYGg4HJkyfz0ksv0dzczK5duzh79izbt29n//79DkPYgoICu/52ehgRgfLycrq6ugiePh3P//oveOEF2LABw6OPYnz3XYyvvGJVKxGTfm2jEkGHinmFghHJzs62ytPtMSLq77CtrY2RI0favbmoayWpqank5+f3iUq8vb3Jz8+/7+WzjnDfTMN1BU1NTWRmZlJeXo7BYCA8PByj0eiU7uvt7eX111/Hy8uLn2qMggL7dsZBQUFKnm42m/nlL3+JwWDg1VdfVS4yk8mkXCzXr19HkiSHIazZbOb111/nxo0bvPrqq1aLpru7myNHjiihLVj4dDF33lb3/etf/5pr167xyiuvaN5oLl++THJyMtXV1QrdN3/+fJYvX251XFs6VIsR0WNIKejQ73//+5bxV7IM//mf8P/+n+UJ//Ef8H//L0gSNTU1SlQCWEUl7777Li0tLaxfv56TJ0+6xIioIejQZ555RrdZiSO6T2u68f0ER5TdF3LRC7S3tyt0n9lsZubMmRiNRrteaIIvjo2NtRqUYc8mKSAggMWLF/fZPQ4ePEhmZqZdvljrYtEKYTMzMzl48CBhYWE89thjDm2SYmJi7KYjRUVF7Nixg6lTp/L0047Z0p6eHmWWu9lsViKptWvXcubMGTZv3sz48eMJCgrqw4gIwY+z2YENDQ188MEHBAYG8u1vf9v6wb/8Bb77Xctwjg0bLFN5bkIdlYDlJmcrsLHN0/XgypUrvPnmm/j5+fHDH/5Q12vUOHfuHDt37lR6LUJDQ3lSo+vwfsJ9PwL7duHv709SUhLx8fFKUausrIzJkydjNBqZNGmSknNr+dudPXuWw4cPW+XpwpzA3qBOMW/NEV9sj+577733GDFiBGvWrCEkJESRz06dOpX333/fqU2SPaSmpgL6hDU+Pj586UtfYt26dVYhrPDIA0v9QoymDgwMVPTpeguUDunQF16AceNg0yawuUGNHj2af/mXf1E66dQL3s/Pj3Xr1tkdzOEIQj6rhw4V0OpcFM0895t5hav4Qi96gcGDByt0X0FBATk5OWzcuFEpLM2cOVMZ6BgWFkZycjLl5eV98nQ9dsau8sWC7lOHsB999JGyi0mSxLabJhO2eboeVFVV0dHRwfjx410qanp6erJq1SpCQkJITk62mlBrMBiIiIhg9erVLvPpFy5c4Pz5847p0LVrLX9uwtzaSvnx4xytrbXqXBTnApbd+h//+IfuWomAoEN9fHycFjEdzXIwGo3s37+fgQMHMs2JmvB+xwOx6AV8fHwwGo0sWrRIofs+++wz/P39lXBZ7GjCJikuLs4l9ZorfLEakydP5rnnnlMGZ4hdTJZlRo4cyWOPPXZbOeK+ffsA1+Sz7e3tpKamWuXpQtU3cOBArl69qkz0FVGJXohdVQ8d2tDQQMaBAyz5xS8Yf+kSN772NYZMmUJ4eDjNzc1UVlaSmJjInDlz7BbWnNF9e/fudTpNWM8sh9LSUi5evMjKlSu/MMIae3igFr2Amu4TFJcIzXx9fYmJidHlpmoLPXyxLbTydPV53rhxg7a2Nj744APmz5/PihUrdO+uYqBjQECA03ns9joXQ0JCiIiIYMuWLQwbNoyXX36Z2tpa9uzZo0QlQ4YMYfny5U53SkGHitmFWrBlRHyuXkUChl65wnc2bcKwYwe90dG8/vrrVvMKV61axYoVK8jJyeHo0aMK3Td27FiSkpI0b5gmk4mTJ0/i6enZhw7VYkTsdS6q5bP3k/vs7eKBXPQCBoOB0NBQZs6cyenTp8nJyaGuro4jR47Q0dHB4sWLGTJkiO73czbQUY2KigqOHj1qNX5Z5OmFhYW0tbXx/PPPM3z4cKWwJlxwQkNDSUxMdBrCOpPPis66nJwcKz49MDCQ6OhoZs2aZTVjTtQoJk2apNB9ycnJNDY2sn37dvbt24fRaFQGftrCHh1qMpkUB1w1IyI6F8f/53/CM89g2LYNVq+m5Ac/QB4ypA8PbjAYiI6OJjo6mpKSEg4ePEhTU1OfWomAoEMXLlyIwWCwy4iIgRj2Ohdramo4d+4c69atc3mjuB/xQC96AUmSmD59OtOnT+fcuXNkZmYqfHp4eDjR0dFOXVVs+WIt6LEzbm5u5sCBA1Z8sSisHT58mLy8PE6ePElpaSmTJk1i3bp1mlXqS5cu0dTUhJ+fX58mlNraWtLS0mhoaFD49KFDhzJv3rw+fe9qfzvbcWCjR4/mm9/8JleuXCE5OZmqqioOHTpEWlpan6hELZ9dsGCBy4wIn34KP/oRvPUW83/3Oy6tXk3Mz39u9/cRFhZGWFgYtbW17N27l9bWVquoJCwsDMEQDR48mLfffruPwtARI6JGZmYmgwcP/sIX8AS+0JTd50F7ezvZ2dkcP36cGzduKOo+e3Sf4ItfeOEFq+d0d3eTlpbWx844JCRE0874r3/9K42NjXb5YpEOZGRkKFVjrRD2o48+orq6mscee4ywsDDa29s5fPgwp0+fdolPF/LZhIQEp33kWnSfiErEnL/w8HDFxlovI6LG6e9+l2l/+pPlP//8Jzz6qMPnC6ijErhVo1DD399fMaTUu2M3NTXxl7/8hRUrVtz3o63VeGApu88Df39/EhMTiYuLU8LqsrIyJk2ahNFoZPLkyUrBRu1vN3bsWIW2y8vL0+TT7Y1NunLlCo2NjQwZMsRuccxgMBAVFUVUVBQlJSVKB6IIYRMSEhg/fjw1NTV4e3vT3NxMSkqKYlEt8vT4+HinYiKTyaTbfRas6T51VHLy5EnlOcXFxYBrjIiA2Wxma1AQU596ise8vTGsX6/rdWCJSpKSkkhJSVHmDagfe/rpp11u2QbLLi+ilwcFD+1ObwvhTpKTk0NHR4cVP/33v/+d+vp64uLiqK6u1mWTpIVNmzZRVVXFo48+6pKaTh3CgvYuZpun68GePXvIy8sjJiaG5cuX6z4fuJWn5+bmKtQnWBb7ypUrb2uR5Obmsm/fvr7NL83NYDCAxvxErTxdyGYHDhxoGd1tE5XopfsuXLjAH/7wh9v6fu413Du9Dnh7exMdHU1kZCQnTpwgKyuLrVu3cvDgQaX4lJaWBtzK02NjY3X3/bvCF9ti0qRJrF27lpSUFKsGHvHYV77yFadhsy3U8lk9Nl7iNVp5uoCYLLx7925ycnJISEhwqZkmPT0dsGnq6eyExES4fBn27oUpUxx2Li5ZsoS9e/dy+fJlXnzxRfz8/Dh06JDuWokaWVlZX1j5rCO4F70NPD09iYiIUOi+jIwMrly5ovDpiYmJunXyagi+2JW88OLFi4ohpcjTxS7m5+dHR0cHtbW1/Pa3vyUiIoKVK1fqpvuOHj2KyWTSJZ/V6lwUhS1fX19SUlKYMWMGX/7yl62ikk2bNjFkyBCWLVvG3LlzHR5D+Nv1oUO7usBshqoqTJGR7P7Odyj28bHbuVhbW9tnXuHKlStZvnw5x44dIz09nZqaGt566y2HdF9HRwfFxcXMnTv3CymfdQR3eO8EsixTVVVFbm4u1dXVeHl5sWDBApfoPpPJxGuvvdZHoKOF3t5eMjIyKC4utsrTJ06cSGxsLB999JEinzWZTOzfv58TJ05YhbBr1qxx2kcgBDo//elPNaOEK1eucOTIkT6di9OmTbPK09944w26urr6zCu0Laz5+PgoU3O0Pr/WvELxPhl79jDvtdcIqazkuqcnu772NQZ++cuanYv25hWqcfLkSasIbsSIEaxevdpqVmBKSgrZ2dl8//vf112TuJ/gDu8/B0RvvDChzMrKUui+OXPmEB0dbeXIqgVbvtgWwrgjJydHydvBkqcvXryYsLAwDAYDmZmZmEwm5syZg6enJ56enjzyyCOsW7fOKoRVd6xphbCFhYWa/nYmk4msrCwKCwut+HRxw7EdxHHq1Cm6uro05xVq0X2pqamkp6f3iUrEvMIxY8bg7++vyYhUPvMMXz58mMlHjvDYxo0QGQk2Yqfm5uY+8wq1MHv2bGbPnk1dXR179uyhtbWVjz/+mCFDhrB06VJmzpxJQUEBoaGhX8gF7wzunf42cPHiRUXdZzKZFHWflvrMkXy2rq6OtLQ06uvrdY1fdiafFayCeqrPmDFjWLdundUiEPLZH/7whwwePFjx0zt//rwSNo8cOZLIyEjmz59vNzIR3Lcin3WAnp6ePlHJzJkzWbt2LRs2bKC5uZlFixZRWVlplaePHTuWJUuWWPh0WYZf/AL+678sb3rgAKhET4IO/drXvuZSLaGlpYXk5GQaGhqU48qyfN/LZx3BvdPfYQwfPpzExERlmGdeXh7l5eUEBwdjNBoJCQlR6L7c3FwrfzstmyQfHx9mzJhBfHy83V7y4uJienp6mDJlit3qs8FgYPHixSxevFgJYc+dO6fQfaIfvrOzk1GjRilWy7Z5+pIlS5xWuIUpR2BgoNMFLz6jbVRSWlpKaemtGaq5ubmAA4WhJFk0+UFBkJMDKtNJNR3qqhJv5MiRzJ07l+7ubi5cuIAsy8yYMeMLu+Cdwb3oPwd8fX1ZtmwZRqNRofs2bdpkRfcJgc7gwYP5n//5H6s8XcsmyR4OHToE6GsBBvshrEBLSwstLS14eXkpbah6Fq+AkM+6KjwSQ0/a29s5ffq0EuGAhRV57LHHnAt8nnvO8kegqYn9N1uAXZHPakVaQnD0RRtr7Qrci/4OQE33lZSUkJmZydatW9m7d6/SVZeTkwNYct2oqCglT9eD6urq25LPAowfP57Zs2eTn5+v3HDAEsLOmTOH9evXu9xPLuSzw4YNY8KECbpeo5Wni+MOGDCAQYMGcfnyZT766CP8/f1JSEjQZ3d2+TLmVauIa22l9fnnnbIEghHRirTi4uLYuHEjw4cPd0lZ+EWDe9HfQXh6ejJv3jzmzp3LqVOnSEtLU0ZkT5w4kUcffdSpFFQLtyOfLS0tJTMz0ypPF1Nyx44dy7lz5yguLqa0tNRluk+v+6yzzsWioiIqKipISEggIiKiT1QyePBgli5dqijtNNHRQdfly4xqaeGb778PX/0q2PTI22NEbDsXS0tLaW9v58knn/zCy2cdwb3o7wIkSWLmzJnMmDGD2tpasrOzqaqq4p133lFMGfXu2OfOnVMGOjqTzzY1NSmGlOo8PSwsjDlz5vDnP/+ZoUOH8sILL9Db28vevXs5ceIEx44dIz8/XymsOaL7RF+9rb+dGpWVlYohpb3Oxd7eXj799FMr+WxwcDDf+973rApru3btIiUlhaioKGJiYvpEJeaxY/nTs8/y1D/+wcS6OoiJgW3bMC9bRlFREbm5uVaGlLaMiICQz/r7+39h3GdvF59r0UuS9FtgHdALVAPPybJ8yfGrHh6IwZiTJ0/m/PnzZGZmkpOTo9B9RqPRKd0n5Kr2vNs6Ozs5fPgw5eXlVoaUwpdNvP/GjRuBW/JZLy8vpbCWmprKsWPHlMKa6FjTUhOKXF6MHBNwpDDU6lzct2+fpvssWCbbPv/880p3X2VlJYcPHyYjI4N58+YpDrpgqXV0e3tz6ve/Z+LHH8Onn2JOSGDnI49QfHPH12NIWVtb+0DJZx3h8+70KcCrN62tfg28Cvzk85/Wg4fAwEAef/xxli1bptB9RUVFzJgxA6PRqCmOsedvZzKZyM7OprCwUBlzJSb2LlmypE/1uru7W/G3s/WOMxgMrFixgmXLlil0X21tLW+//TZjxowhKSlJURX29vZaCXS6u7tJT0/n5MmTij+cp6cn06ZNIz4+3m71W+0+u8SOnz1YFutXv/pVJSopKSkhLy+PgoICZs6cSUJCAnl5eQB0mky8Hh5ObGMj0VlZPLptG/6RkYR/5zu6UqoHTT7rCHeMp5ck6UvAE7Isf83Zc7/oPP2dQFdXl0L39fT0aNJ9tvLZsrIyjh496jKf/tlnn1FaWsrq1Yisz+sAABJ+SURBVKtZvHix03MrLS0lJSVFadARhbXTp0+Tn5/PpEmTuHLlChcuXABuGV3ExMTYDfnVSE1NJSMjgwULFtj1EtSC2Wzm8OHDHDt2zMojT0B0LibW1OB/4QK89ZaF5nOCL6p81hH6i6d/HvjEwUko/vS34xD6oEFN9xUWFpKdnc2mTZsYPXq0sviFfLakpISdO3cqY51Enh4bG+uUTzeZTJSXlzNgwAAiIyN1ndusWbOYNWuW4pLT0tJiRffV1tYCrikM1cjNzcVgMLhsKwaWG9DQoUOtOhfBMiTk8ccf12YTGhrA3x98fTXf80GUzzqC09+UJEkHgUCNh34my/KOm8/5GWACNtl7H1mW3wPeA8tOf1tn+wDC29ubqKgoK3Xftm3b8PT0RJZlrl27RmVlJQMGDCA0NNQqT9eDlJQUzGYzixcvdjlX9fX1ZcSIEbS3tys3HLjVBLR8+XKX3zMvL4/e3l5CQ0N13yi0DCl9fHzo6ekhICCA69evc+nSJT744AP8/f1ZtWrVrYk4Fy5Ymnj8/CA5GWyKocJ9Njo6+gvnPnu7cPqty7K8wtHjkiR9A0gClsv3oqf3AYGHh4dC91VUVJCVlUVDQwMGg4GwsDBWr17NwIEDXXpPs9lMYWEhBoNBtx68p6eHtLQ0SkpKrPJ00Zo6ZcoUqqurycrK4tixY30Ka85w5MgRwL5FuIBW56K3t7fSSPThhx/S09PD008/zbBhw6ivr2f37t20tLSwefPmW3Tf0KEW99z8fIiKsshzVSOysrKylJvYw4LPW71PwFK4i5NlufvOnNLDDUmSmDFjBtOnT6e+vp6jR49SXFxMeXk5ERERREVF6ab7hEDHnr+bgNlsJj8/n2PHjlnl6cIm/OrVqyQnJyvy2d7eXvbt28eJEyeUwtqMGTNITEx0SPcJ+WxwcLDm83p7e5XPa2tIGR8fr6SF6nmFQlAUFBTEd7/7XVpbW0lOTqa+vp5du3ZxwNub2N/9jqhf/QopPx+io2HXLoiOprOz84GVzzrC583p/wB4Ayk3i085six/53OflRtKQ8/EiRNpbm4mMzOT3Nxcjh07pqj7AjQmyaiRlZWFJEl2c+eqqiqFT1cbUoq+d7F7/+53vwNu7c5eXl6sX7+epKQkpbBWVlamjBtLSkrSVKdpTRMWlfzs7GwrPn306NEsXryYOXPm9LlhCdpQqyU5ICCA5557js7OTpKTkzl9+jQpJ05wdO1a/kWSGJWXB8uXw6ZN5Pj5faHdZ28Xn2vRy7LsuseQGy5j9OjRPPbYYwrdd/z4cad0X1FRET09PUydOtWq2NfW1qYYUgo+feDAgYSGhhIfH99nx6uoqKCzs1NTPivShqVLl5Kfn09aWhq1tbX87//+L4GBgSQlJSnKQyGfDQwMxN/fXzNP9/PzIzw83KEhZUtLiy757ODBg/nKV75iFZX8KSGBRFlmfn4+8hNPcOYHPyB0yZIHUj7rCO6OvC8Qhg0bxtq1a4mLi+PYsWMcO3aMU6dOMXHiRIxGI1OmTFHoPrW/XU9PD+np6ZSUlChGF56enkydOpWlS5c6XDwHDhxQ3sceDAYDkZGRREZGUlZWRkpKCufPn+f9999XCmuHDx8GLIvx9ddft8rTRSORHkNK0QKst/KvjkqOHDnCAR8fLvn54dPTQ6O/P2sfEIrOFbgX/RcQvr6+LF261Iru+/jjjxW6z8vLi46ODoYNG8bGjRutjC4En247414LjY2NtLe3M3r0aN2MQWhoKKGhodTX17Nnzx6am5vZvHmz8nhVVZVmnq4HV65coaGhgSFDhugT46jQ3d1Nd3c3Hp6eHI2NBVkmODj4gZXPOoJ70X+B4eXlxeLFi1m4cCElJSUK3ScguvWGDRum9Py7wqeLFmBX5bNms7mPhZeAp6cn0dHRxMXFuUz3ifPRO8jTZDKRk5NDQUGBVefi8OHDuXjxosNuwAcZ7kX/AMDDw4O5c+cSHh6udM1VVVXh6elJZGQkMTExLtN97e3tinxW725cX19PWloaZ86cUQQ/vr6+dHV1MXDgQIKCgjh9+jTp6elkZmYyd+5cVq1apWuSb29vL5WVlfj4+DBv3jyHz9XqXBwxYgSRkZFERETw7rvvMmbMGJeMSx8kuBf9AwS1fZeg+7KyssjLy1N2er3SXuE+u1I1jkoLwpCyvLzcKk8PDQ1l2bJl7N+/n1OnTrF8+XLmz59Pb28v+/fvp7i4mIKCAgoLC5kxYwZJSUkO6T4xTVhLoAMWNaJQGKoNKcPCwoiLi1OKmWVlZbS3t/PEE0880PJZR3Av+gcUQUFBPP300zQ3N5OVlaXQfWFhYRiNRod0X3d3N3V1dZr+dmDZdTMzMykqKrLi04UhpRgRrva3E5NovLy8WLduHYmJiRw5coTc3FzKy8uVcWNJSUl9JviYzWZKSkrw9PS0spzu7OwkLS2N0tJSK4WhYCJsP6NaPqtHI/Cgwr3oH3CMHj2aL33pSyxdulRR5hUXFzN9+nSMRqNmr7rIndXyWbHwsrOzaW5uVn4+atQoFi1apNkAtH//fmRZ1ux2MxgMLFu2jGXLlpGXl0daWhp1dXX84Q9/IDAwkLVr1yrnlpqayo0bN1i4cCFms5ns7GwKCgqsDCknTJjAkiVLHBb46urqaGpqIikp6YGXzzqCe9E/JBg2bBhr1qyxovsqKioICgrCaDQydepUJEmy8rdbsGABDQ0NCp+uNqQMDw9nyZIldvNxs9lMcXExHh4exMbGOjy3hQsXsnDhQsrLyzlw4ADnz5/ngw8+YPjw4axYsUKRz549e5Zf/epXVnm6eK2eRXz06FF8fX1ddhh60OAegf2Qore3V6H7rly5wqhRozAajdTX11NQUMCoUaO4cuWKYnTh7e2tGF3Ys+pWQ8hn58+f79KYL8CK7rOFr68vs2fPJjY21qmhhxpiKvDy5cutUoQHFe4R2G70gZruO3nyJJmZmfzzn/9UHm9padHM0/UiNzcXSZKcztGzRXd3NydPnlRqBWoMGDCA+fPn3xbd97DJZx3Bvegfcnh4eBAeHs6cOXOorKwkNzeXmpoaBgwYQFRUFIsWLXJpR4Vb8tmZM2fqouNMJhO5ubl98nR/f3/a29sJCgpi0KBBVFRUKHRfeHg4q1ev1vX+7e3tlJWVERUVpdux9kGGe9G7AVgW2bRp05g2bRr19fVkZmaSnp5Odna2ou7TS/cJd19nTT3l5eUcPXqUc+fOWeXpCxYsIDIykrfffhuARx99lOHDh1vRfYWFhRw/fpzp06eTmJjoUCX3MMpnHcG96N3og6CgIIKCgmhpaVF4/ry8PMLCwoiOjmbUqFF2X1teXk5XVxfBwcGaC7G5uVkZoCn49EGDBjF79mwrQ8r6+npFPitqCGq6Ly0tjdzcXE6dOqXoD9atW9eH7uvs7KSoqIjw8HDdhqMPOtyL3g27GDVqFI8++mgfum/atGkYjUbNTj0tgU53dzdHjhyhtLRUMboYMGCAMhBD6yYiaEOtIqDBYGDp0qUsXbpUofvOnDmjSffl5uZy48aNh04+6wjuRe+GUwwdOpSEhARiY2MVuu/DDz9kwoQJxMTEKHRfQ0ODIp8dPnw4WVlZFBQUWBldjB8/npiYmFvjrDTQ2tpKS0sL/v7+yiReexCU3alTp/rQfeKmEBoa6pJl14MON2Xnhsvo7e3l+PHjZGdnc/nyZQICAjAajUrjTkBAAG1tbUqe7u/vz8KFC4mMjNRVdf/www+pr6/n6aefdllN19DQQHJystVAjhdeeMHpzeNBg5uyc+OOwsvLi0WLFrFgwQLFPmv79u3K462trZp5uh50dnZSX1/P4MGDXV7wNTU1pKenK1JisHQkPmwL3hnci96N24aHhwdz5swhLCzMysrK29tb2dldpfvEkAy98tn29nZSU1OprKxUZuH7+PgwatQo6uvrnQqGHka4F70bnxtquq+hoYHMzEzS0tLIyspi3rx5REVF6ZqK09vby+nTp6387bTQ09NDRkYGJ06cUCYBCUNKMQnonXfeITAw0MoZyA0L3IvejTuKCRMm8JWvfIXW1lYyMzPJz89X6D6j0eiQ7hP+dlqVdjHOOzc312oSUGBgINHR0cyaNUupF5SXl3PhwgUef/zxh1Y+6wjuRe/GXUFAQEAfuu/EiRN26T61v526N762tpa0tDQaGhqUAZpDhw4lIiKC6OjoPpOAhHx2+PDhukaCPYxwL3o37ioE3SfUfbm5uQrdZzQamTZtGpIkcfjwYUU+e+nSJQ4fPszp06et8vSZM2cSHx/vcO5/XV0dZ8+eJTEx8aGWzzqCe9G70S8YOHAgcXFxREdHc/z4cbKysti8eTMBAQFERUWRnZ0NWEJzIaUVeXp8fLzmmG8tZGZm4uvry9y5c+/aZ/miw73o3ehXCCPN+fPnK3Tfzp07lcc7Ozs183Q9OH/+PNXV1SxbtsylAaAPG+5I/CNJ0o8lSZIlSdLvrOjGQw1B933nO9/h6aefVkZbDRw4kGnTphESEnJb8lkvLy8WLlx4N075gcHnvh1KkjQBWAnUf/7TceNhgyRJTJ06lalTpyp0X3p6OllZWYq6Tw/dd/HiRUpLS93yWR24EzHQm8ArwI478F5uPMRQ031ZWVkK3Td79myMRiOjbWym1XDLZ/Xj87rWrgfOyrJc7IwPlSTpReBFwCVXEzcePgQEBPDII48QHx+vmFWUlJQwdepUhe5TX29dXV0UFRUxZ84ct3xWB5wKbiRJOggEajz0M+DfgVWyLF+WJKkOWCDLcpvGc63gFty44QquXr1KXl4eubm5dHd3M378eIxGI9OnT0eSJGUe30svvaTbfutBhyPBzW2r7CRJCgMOAcKXfjzQBETKsnze0Wvdi96N28H169cVdd+lS5cYOXIkkZGRHDp0iMmTJ/PUU0/d61O8b3BXVHayLJcASk+lKzu9G27cDgTdp1b37dmzB29vb4wPofvs7eKO6eldWfSSJHUAFXfkwLePkcC9vEHd6+O7z+H+OYe7cfyJsixr2hjdkyEakiTl2ws9HpZzuNfHd5/D/XMO/X18d3OyG248ZHAvejfceMhwrxb9e/fouGrc63O418cH9zkI3Otz6Nfj35Oc3g033Lh3cIf3brjxkMG96N1w4yFDvy56SZISJEmqkCSpSpKkn/bnsW8ef4IkSYclSSqXJKlUkqSX+/scVOfiIUnScUmSku/R8YdJkvSZJEmnbn4fUf18/B/e/B2clCTpH5Ik3XVpnCRJH0iS1CJJ0knVz/wlSUqRJKny5t/Ofbjv/Dn89ubv4YQkSf+UJMm5rPBzoN8WvSRJHsAfgTVAKPBVSZL6e4iZCfiRLMszgcXAS/fgHAReBsrv0bEB3gL2ybI8Awjvz3ORJGkc8K9YmrlmAx7AV/rh0H8DEmx+9lPgkCzLU7G0ld/tzUjrHFKA2bIszwFOA6/ezRPoz50+EqiSZblGluVeYDPwSD8eH1mWz8myXHjz3x1YLvRx/XkOAJIkjQcSgff7+9g3j+8HxAJ/BZBluVeW5Uv9fBqewEBJkjyBQVh0G3cVsiynA+02P34E+PvNf/8deLS/z0GW5QOyLJtu/jcHi47lrqE/F/04oEH1/0buwYITkCQpGJgH5N6Dw/8eywwC8z04NsBkoBX48GaK8b4kSb79dXBZls8Cb2AZvHIOuCzL8oH+Or4NRsuyfO7meZ1DpSe5R3ge2Hs3D9Cfi15LcH9P+EJJkgYDW4H/I8vylX4+dhLQIstyQX8e1waeQATwrizL84Au7n5Yq+Bm3vwIMAkYC/hKkvRMfx3/foUkST/DkoJuupvH6c9F3whMUP1fSHH7FZIkDcCy4DfJsrytv48PGIH1NwVKm4FlkiR91M/n0Ag0yrIsopzPsNwE+gsrgFpZlltlWb4ObAPulZd0syRJYwBu/t3i5Pl3BZIkfQNIAr4m3+Xmmf5c9HnAVEmSJkmS5IWlcLPTyWvuKCTLuJW/AuWyLP9Pfx5bQJblV2VZHi/LcjCW7yBVluV+3eVuzjtokCRJ+EUvB8r68RTqgcWSJA26+TtZzr0rau4EvnHz39/gHox9kyQpAfgJsF6W5W5nz//ckGW53/4Aa7FUJ6uBn/XnsW8ePwZLSnECKLr5Z21/n4fqfOKB5Ht07LlA/s3vYjswvJ+P/3+BU8BJYCPg3Q/H/AeWGsJ1LNHON4ERWKr2lTf/9r8H51CFpd4lrsk/3c1zcLfhuuHGQwZ3R54bbjxkcC96N9x4yOBe9G648ZDBvejdcOMhg3vRu+HGQwb3onfDjYcM7kXvhhsPGf4/+p7YJPmqnNAAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# define a line through the model in model coordiantes as a \n", - "# series of XY vertices where the cross section will be sliced!\n", - "line = np.array([(0,3.5), (5, 3.5), (10.1, 2)])\n", - "\n", - "# Transform the line into the spatial refenernce projection to match the projected coordiates\n", - "line = geometry.transform(line.T[0], line.T[1], \n", - " vmg.xoffset, vmg.yoffset, \n", - " vmg.angrot_radians)\n", - "\n", - "vmap = PlotMapView(modelgrid=vmg, layer=0)\n", - "ax = vmap.plot_grid()\n", - "plt.plot(line[0], line[1], 'r--', linewidth=2);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now that we see our cross section line traverses the simulation domain where we were expecting it, let's create a cross section using the `PlotCrossSection` and plot the model grid using `plot_grid`\n", - "\n", - "Our cross section line is passed to the `line` dictionary" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "line = np.array(line).T\n", - "\n", - "vcs = PlotCrossSection(modelgrid=vmg, line={\"line\": line})\n", - "vcs.plot_grid();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Array data can be plotted over similarly to the `PlotMapView` example by calling the `plot_array` method." - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vcs = PlotCrossSection(modelgrid=vmg, line={\"line\": line})\n", - "\n", - "ax = vcs.plot_array(a=hdata, masked_values=[1e30])\n", - "plt.colorbar(ax)\n", - "vcs.plot_grid();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Contour plots can also be made using the `contour_array()` method. " - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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wlUREjgZ2qKqKyGx8sX8XeB+YJSIzga3AQuBzw+1vqGSDULlK5uiGt63BAq+RR2XY5J9RB67j0NtHFug6WKTdbbfDpuiV2XJwZ9zD6MGgSiIiy4B5+OXutgDfIFhiWlVvBa4E/qOIlIGDwEL1v6LLInIjsBLIArer6rpIriIEh4Q5ihhmNxaz23C5pP24M+rFZUo2QC6fo1SqpE6Y85k8R7c33mAbDmGiMgZ0TKnq9/DD6fratwJYMbShNZas9zYVGQ/S+MmsQxZz9GU/XSWYAIijuC7XyWKt8pXjWpjz+SzlYrSTjFGRtITFlsn8y1Z2ROLGgKBOBkRfK8NhSnYcn1MXNUCaMc28P6qX6jl6M3OFLKVSOlfKTpgut8hMkqpvMUfgxvCbD1wZDnzMLi1mI92Iq0r5Afl8jnIpfRazXysjfZl/qUd0D0IXlWxUFrP/YYx8BROLymgK3FeXc9NfLp/lwD6rldEIWkKYs93FiyIS5m6LOfoiRhaV0Ry4XIzVmY+5kKWcQldG0SuxuSNlURnNQNbz8+Cj8jF76hcIz8iISNqvorhNyW4lf2yzIvjC7OKtrEZlpI285JnSHo2bc6i0iDC/jdKGF0HxIqgR5ky0wuypks9Y2U8jPJIRPE+dfJ3n0hyVYa4M92QrwcRfRCbgIYt5ZCTtV/EtZpeujGR9WI36yWYzVBwJc747KiN9hbYsXC4Gst4OytnjI2vf04NAFqEQWR9+Pzb5Z9RHNpuhUvGcfMfmuqMy0ibMbiMuwtD8d7kWyeq7kUVkAHheBxkZEXkcruvJv2R9VI2hkM0EwuyAfD5LpeyhrgKnG4iGfLii6S3mQxN/0Tn3Pe2I3I0BtoJJs+DyCy+bFTzPkTAXfDlx1F3D6PLKvLl/V9zD6EELCHN0xYuquBJmPyXbVZp0+qye0DTztfXCd2U4qpVR8F0YXsrm/wqZHNNGTop7GD1oevMr6+1AkYgt5oNkMm4sZperZBvpx5/8c+fKAPDSF8qcOJrfYq68jSdHgkQ3MedpB/lMNKF4tbhdJduIElevb8ahjzmXD1wZjiz0hqHu6omEpfmF2dsRqbUMweRfLtoYZnAfleGqupwRHbmsuJv8S6krA0icJdLcwqxK1ttBqRDtGnnOJv8sJbt5cCQE3eFyDsjl0ynMXV6ZTQd2xz2MHjS1MGf0fb94UYQTf6pllKIzYbaojCbA4Q+RjMPJv3xKXRmFTI5poybGPYweNLUwR7lqSRU/uST6rD+/LxNmoz6cWszmymgYLSLM0VnMFX8dWrIuojIcujKsVkZzkM0IxaLjqIzUCXMKM/9E5HYR2Skia/vZf7WIvBQ8nhKR02r2bRKRl0XkRRF5tpEDHxT1aCuuoSITURkXWTeViu+bymaOjKyPKq4TTFzFTLcagjsDLZvN4DmPynDSXUNRDfdwRZi7/A5gwQD73wA+rqqnAv8TWNJr//mq+mFVPWtoQxwahfKz5LzNdLT/aaT1K8ueL8w5B8Ls2eRfk6C4cjRnsxnKrnzM3a6MFP7aUgn3cESYxVhXi8iMAfY/VfP0N8DU4Q9rmGiFkZ0/o5yZRjF3dqRdHRLm8ZH2U83EsxC24RO3bLi2mC0qY2C6KmXe2P9u3MPoQaN9zF8EHqx5rsAqEVHgX1S1tzXdjYgsBhYDjBs3PNdDW+m3ZHUXe9tvhIgtzLK3m6yMjX5Zqe7lq9JWuStZtNoXm0thbh/hJ3FVik66axiFTI7jRk2Iexg9aJgwi8j5+MJ8bs3mOaq6TUQmAQ+LyGuqurqv8wPRXgIwZcqUoRsU6jGi+CDlzFRKuZOH3ExYKt5uJ/5lT/2by9kq2XGblU2M0yJGDjP/MtkMI0a1UepMY052sr6wG3KXi8ipwG3AZara/ZtAVbcFf3cC9wKzG9HfQBTKL5L1dnCw7RInayOVvd3ksi6E2beYMw4t5mR9VJsLV997uZw7YQYYNaadUlcKv9UbWPdTRG4SkXUislZElolIe73DGbYwi8h04B7gGlX9fc32USIypvo/MB/oM7KjYagyoutBKplJFHNnRNqV351Sruwml4n+Z1B1JW53wpzCmysMCfi2EWjKzD8IhLkzfZ+dRumyiBwL/GfgLFU9GX/VgIX1jmdQV4aILAPmARNFZAvwDfCXg1bVW4G/ASYA/xyEV5WDCIzJwL3BthzwY1V9qN4B1kO+8go57y32t18buW8Z/OQSpdNNREbgyrClpZoAhy+rH5XhTphHjx3BjredddcQipUyb+xtaEp2DhghIiVgJLBtKA0MiKouGmT/9cD1fWzfCJx2+BnRMaLrQSoynq78OU76q3i+18aJj7nbYrbqcsMlCf5z11EZrq55ZApdGYVsjhmjQ6dkT+yVk7GkNqhBVbeKyLeBt4CDwCpVXVXvmJom82/a0TvJV17nQNtVIG4uy2kMc/fknztXRjPay814TQORy/pf5K6EedSYdipFqJQrZHNNGUG0a6CcDBEZD1wGzATeB/5NRD6vqkvr6aRpshXmfHgdnoyms3Du4Ac3CLfCHMPkX6upWBOSjUGYAToOdLnpsFE0bvLvQuANVX1HVUv4828fq3c4TSHMmcpmZh23jc7CBZEWxO+NL8wZso6K5IO5MhpBK9UBqQqzq0LwVWHev7fTTYcNooFBGW8BHxGRkeJPsF0AvFrveJpCmNu6VtLZlaezMM9pv34M8xFOVhWpWszidGn4ZjSZ478mt4uxBsLsaP5v9Fh/wYgD+1MkzGFVOYQyq+rTwF3A88DL+Brbb2Jdf6Tex5yp7CBXfoGnXzmJEz8efYW3WsrenshTsat4ji1mI1pcxjEDqKM6D1WL+cC+9Ahzl1dhYwOjMlT1G/jRa0Mm9cJcKK4Ccjz90oc48eNu+654e8hn3Kyu2+1jdrq0lJF24nJlHNifHh9zWybHzDHJSslOtfkl3m7ypacpFubQ0Vl3cs2wqXh7yGaiKylai+sEE01CTFkEtNqEpmtXRqE9j2TgwL6DbjpsUlItzIXiIwAUCxc671u1jKf7yWbGOunvUIKJ+ZiN8LgOlxMR8u1wYF96LOYkklpXhnj7KBTXUMqfgzoIV+tNRfcB6sxi7o5jduhjNlmOhlgm/xz+AMq3S7om/yBxYUipFeZC8TGgTLEwP5b+K94eAHfC7NqV4aSX1sVl5h+A57n7Osi3Saom/wCnRfDDkE5h1oMUir+inDsdLxvdQqsD0S3MES5bVcuhyb+mzKYyIsJ1ggkEFvN76RHmrkqZN/Y0tFbGsEmlMBeKv0LopKvt4tjG4Npidp1g4tJmbqWED9dUw+VcujJybbB7Xyeqmop1I9uyOWaOde8OHYj0Tf5pkULxMUq5P8bLTottGBVvL+DQldGdYNKci7G6vH2TEXDibs0/AHVXYI5Cu1CpeHR1ltx1OhwamGDSKFInzPnSGjK6n2JhoPVho6eie8jISDIRLylV5dDkn/mYh0MS7Ld4Jv8cLiTa7veVKj9zwhZjTZcwa5m2rkcoZz9IJfeBWIfiMoYZ3Jf9bF5pbi2yGV9MnPqY2/y/qYvMSBCp8jHnS8+Q0fc42HZ13EOh7O1xNvEHoM7LfibDumxmXPhgq+27nvyD9FjMXZUKb7z/XtzD6EF6hFk9CsWVVDLTqGRPjHs0VLw9tOVmOOvP9SrZyfDDNini7sXNZNx/vaZNmNuyWWaOdVPzJiypcWXkyi+S9XbS1bYgEXm1FXXsyoihVobZzNHiQp7jsJhzVVeGZf8NmUHvchG5XUR2ikifC6mKzz+KyAYReUlEzqjZt0BE1gf7vj6cgZZzJ3Gw/XOUc05Xq+oTT7tQ7XSWju336SFIKsKPjIHpfgcdiGW3MEffVTeZjDBiZCFVPmYJ+XBFGPPrDmCgEIhLgFnBYzHwfQDxf3PfEuw/CVgkIicNeaTSTqlwrpNFVgfDdXIJ+HHMLlcvgWa2l1vHT9P9Pe74kkeNaU+NKyOJDKpyqroaGCgt5jLgTvX5DXCEiBwDzAY2qOpGVS0Cy4NjU4/r5BLwXRkuJ/6aN+kjOV83Ll7jqo/Z9bs5anTKhDlhccwSpryjiMwAHlDVk/vY9wDwTVV9Mnj+KPBfgRnAgmAVbUTkGuAcVb2xnz4W41vcjBs37sybbrppCJfjhvHTt/DBeb9m7c8v4uB70S8rBXDglLcpTtnH+JWznPT3zB+V6Cwo562Nfqmu58fl+N3YHF/YHP2NfJ+M5mjKfETjE431+wu8tr+dT03eS9Rzc8USPPn8CGYdV2Ta0ZVoO6vh92uKdOxRPnxpW6T93Hzzzc8NtDhqGCbNmqVXffc7oY793p98atj9haERURl9fbR0gO19EiwBvgRgypQpuvgv59U1iCXf/iVf/MtP1HXOD779GAtvuqSuc5Z/50FmXzqL3R2/ZsE1nwplNd/1Dw9w6ZevqKufFf90DxfdcGX382d2/4JtB1/vsa03D99yF3MXL6yrn9VLlnPu9YsO275h0yPsLx/k3Os/ddi+J29bxpzrPl9XPwBrfriUOdceft47b6zjpTdf63PfmjuXct6iwft6YtlS5l41+HEPPvAwR0+eyNyzTz9s3+qfLGXeFYfa+OU9Szn/0/VfJ8Dj9y1l3uV9n7v+X38KwCcu+RzZTGNcc4+uWMqFCw4PIz14sMiTzz8AwPwLDn+fB2LVo8u4+Pz6Pk8AKx9fzgdmzmLtc29w8Xmf7bnviX/j4nM/28+Z9XMzNw+7jbZslpnjkhWV0Qhh3gLU5kZPBbYBhX62px7flSFkZIyzPj2t2LJSTYaLSIlDURluXTijxrRz8ECRSsXrzj40wtOIV+x+4NogOuMjwB5V3Q48A8wSkZkiUgAWBsemnoq+T1bGOlmEtUock39GNLiUSIkhjhkOLTHVkSY/c4IY1GIWkWXAPGCiiGzBX2QwD6CqtwIrgEuBDUAH8IVgX1lEbgRWAlngdlVdF8E1OKfi7SHjcOIPquFyDr8ILMMkclxM/lWjMly/nbWLso45wu0iyUMiYR/3QYVZVQd0TKl/B9/Qz74V+MLdVLiukwF+5p/7cLnkRDA0koTdg5GSiSHBBGoXZU2JxZywD0V6UrITREX3kJdjnfbph8uZr264JCo/x4WPOa5wuRqLOekUyxU2vWe1MlKOxmIxK56zOhl+fwkzIZoQlynZcSSYAOzfm3xhLuSyzDii+aIyWopsoQRUyGbcxC9X8bRC1nFURpKMy2bCaWpvDCnZAG3tebK5TDpcGeq0rlQo7LdxneRH+B80l+nY4Auz2Hp/TYYbNRBx72MWEUaNabeojCFiFnOddAuz88k/j5zzOGazmaPElVhmYnKsp6leRtIsZhPmOsmPOAjEIMzqOa6VYUSGY50UkVjqa6elXkaxUmHTbpv8SzVxuTKUitOEFkhYBEMDabUQ7TiTTHZufz+WvuuhkM0yY3yyJv/Mx1wn+RGdCHlERjjt13V1ObOZo8O1TPoWs3txrroyLFmpfkyY6yTf3kkmM855wXpPPae1MlTdJZi06n3r6rIzIrF8zY4aM4JK2aPYWYqh9zpJWNlPE+Y6yY/odO7GgHgy/1zSrFmGA+HKkhQhlh9AaUoySRomzHWSH9HpfOIP/FWyXdbKMJoHycQz+Td6rC/M7+8+4L7zlGOTf3USlzB7trSUMUQkJlfGtJlHkS/kWPvcJo7/0DExjCAcxXKFN9+xqIzUolom316MR5htaammwfUXXiamcLlCe54/PvM41j23iQWfOYtCe979IELQls0yY4JFZaSWircPgKy4TceGuArlm80cJc4STGIKlwM4/aMfpNhV5pUX3optDGEQDfcYtB2RE0TkxZrHXhH5ar3jMWGug4q6X4QV/EkijwpZsR84jSEpvwaaNyW7yrTjj2LCpLE8s3o9nufFMwiHqOp6Vf2wqn4YOBO/Rv299bZjwlwH5RhWxwY/IgNwKsyKNmWCSStGf7gO7ezd93kLTmHbW+/y60dfjW0cgxJNuNwFwB9U9c16TzRhroNKVZgdh8tVtAxAxizmpsKVERtXSnaVU2fP5KTTp/PYz1/kwO6EWs3hhXmiiDxb81g8QKsLgWVDGY7d6XXQLcyZsW77DYTZXBlNhkMfc5zOGxHhk4s+wuaNP/yzHhkAABRDSURBVOf133RSWlAmX0jOZ7lYrvDmrtBRGbtU9azBDgrWOf1T4K+HMqZQr46ILAC+i792322q+s1e+/8KqK6dngNOBI5S1d0isgnYB1SAcpiLSipl3Uu5K4//mrvDq1rMjst+tuLP/mZERCBmQ3XEqDY+fe0c/vWfHuHh+57n0j+bHe+AaijkssyY2PCojEuA51V1x1BOHtSVIf6yGbcEHZ0ELBKRk2qPUdVv1Ti8/xr4larurjnk/GB/akUZfIu5dLDdfb8xWMytmibtgqr96iokMa5aGb05/kPHcMwJWZ5ZvZ7X122Nezg9abyPeRFDdGNAOB/zbGCDqm5U1SKwHLgsqgElmYq3h1Jnawiz0TxkJDlxKNNOzTFpyhH8bOlTyUnVDivKIV9EERkJXATcM9QhhRHmY4HNNc+3BNv6G9AC4O6azQqsEpHnBnKUi8jiqkO9o6MjxLDcU/H2Ue5sc96vp35UhtvJP3e3sutklqSIlKtfJZIgZc5khSuuO5cD+zp5/qnX4x5OJKhqh6pOUA3ia4dAmDu9r99A/b3NnwLW9HJjzFHVbSIyCXhYRF5T1dWHNai6BFgCMGXKlIR8jHri6UEqpSPd90tVmF2v+efu56+riK5mDAEcjJhqGPXL5GPHM2X6BNa/vIXzLj4l7uH4k38705eSvQWYVvN8KrCtn2MPCw9R1W3B350ici++a+QwYU4Dnh6kUnSfVuqpP3OTsehGYwjEGcfcHyecOpXHH/gd+/Z0MGbcyFjHUshlOe6o9KVkPwPMEpGZQQjIQuD+3geJyDjg48DParaNEpEx1f+B+cDaRgzcNaoVlCKVknth1sBiFodFjJJkYTUbrnVSJDmujConnOLber9/eUvMI/FpVEp2oxhUmFW1DNwIrAReBX6qqutE5Esi8qWaQy8HVqlqbY2/ycCTIvI74LfAL1T1ocYN3x2e+mv9mcVspI7k6TKTphzB+ImjWZ8QYU5aofxQs0mqugJY0Wvbrb2e3wHc0WvbRuC0YY0wIXjqzyBXSu4jI7qFuYkL5bciLsPlkoaIcMIp03jmifV0dZZoS2jlubgwEywknvqRIrG6Mhy/XQm8n40hEGcRo4E44dRpVMoef3i1vykrd0jIhyssMDYkhyzmGF0ZZjE3F67C5RKawTn9+KMYMbLA+pc2c9Lpx8U2jmKpwptvpy8qw6DGYo7DxxxDuJwVym8eEjj3B0Amm+GPTpnK+pe3UKl4ZLPx/IAv5LIcNyl9URkGCbGYnb9dybS0jPpIYlRGlRNOnUZnR5G3NgyppETTYsIckmpURjkGi1mDCjTifAUTI0qcaWVydZkPfOgYcvksr8UdnZGwqAy700NSFWYvhqgM7baYHcYxJ/VObgJc/w5JYlRGlUJbnuNPOJr1L21GY/rQhZ34c/kqmjCHxBfmLF7F/QScF5PFnNzb2aiHTIJdGeC7M/bsPsCOrTFOwJnFnE487yAZaScOuapazG5n1xN8Jxt1own+mv2jk6eCwGsvbR784IhIXeaf4ePpQTIyIpa+qxESruOYm5YW+86RpFUx6sXosSOYNvMo1r+UkCzABGB3ekjiFeZqHLO9Xc2EK5+qSLxLS4XhhFOm8faW3ezZfWDwg6PAXBnpJE5h9rpdGS7jmI1mIcFzf9186FS/qNH6l2NwZ4R0Y5grI4EkwWJ2Pbue1IyxZsHVfZ7kOOYqEyaPZeLksayP0c+cJCzzLyS+ME+JpW9VzyrLNRFxfN0lXJcBPzrj14++QmdHkfaR7hY8LpYqvLXdUrJTSdyTf5ZcYgyVJMcx13LCKdNY8/A6Xl+3lVPOnums30I+y/TJlpKdSjztDMLl4ujbs4iMZsRVESORVCQMTZ0xkVFj2mPxM1uCSQrxtASUyWTiWQJHcS/MVsSoeUiJwYxkhBNOmcrrr2yjXKq47Vw13MMRJswhqFaWi3PyL45QubT8BE4rrVwovz9OOHUaxc4Sm15/O+6hxIoJcwgq3j4Asv7yhc7xXRnpubmMZJHUQvl9cfwJx5Av5HjNcbJJ0lwZoSb/RGQB8F0gC9ymqt/stX8e/iKsbwSb7lHVvw1zbhqoaCDMmTHALuf9K55N/hnDID1f6rl8ljPmfJBRo93N55SKFTbHWaejDwYVZvGXZr4FuAjYAjwjIver6iu9Dn1CVT85xHMTjRezxayqNvlnDJkUhDH3YMFnznbaXz6fZdox6YvKmA1sUNWNqloElgOXhWx/OOcmhqrFnMmMjqX/uHzMRnOQ9OpyiSBhKdkyWL6+iFwJLFDV64Pn1wDnqOqNNcfMA+7Gt4q3AX+pquvCnFvTxmJgMcC4cePOvOmmmxpweY1hymnrOPa0V3jmXz8D6l4g95+5lfK4Lo547HhnfT5xcpH2onD276NfGOC5cTnWjs1x3ebOyPu6X0YzkTIf0+j76o83O/K8uHcEF03cx8hc9Hf7ug159uzP8LEPd0Xel2tuvvnm51T1rOG0cdzxH9L//r9uC3Xsf7j6vGH3F4YwPua+HFS9P03PA8ep6n4RuRS4D5gV8lx/o+oSYAnAlClT9N997RMhhnaI2//uMf78axfWdc4df/cIV9106aDH7dr/LvuLb3LVVz/JT76zgs989ZODnlPL3f/wAJfceEVd5zz4vXu46IYrAViz6272lt7pft4fD99yF3MXL6yrn9VLlnPu9YsO2/7C6z9nbH4E5849/DV98rZlzLnu83X1A7Dmh0uZc+3h5+3YuJZ1m3/f5741dy7lvEWD9/XEsqXMvWrw41ateIRJE8Yz95wzD9u3+idLmXfFoTZ+ec9Szv90/dcJ8Ph9S5l3ed/n3vmjnwDwsfMvZ8KYxoRgPrpiKRcuuLrPfe/d9yx7XtvE/AsOf58HYtWjy5j/ifo+TwCrHlvOxXP/rM99K1f/lIvP+2zdbfbHzdw87DZcT+yFIYwwbwGm1Tyfim8Vd6Oqe2v+XyEi/ywiE8OcmwYqui82/zLENfnXnL99k3UDugqXS09URhwUi2U2b90d9zB6EEaYnwFmichMYCuwEPhc7QEicjSwQ1VVRGbj+67fBd4f7Nw0UPH2BREZ8RBXrQwL0YsIxy+rvY8DUyjkmJ6wyb9BhVlVyyJyI7ASP+Tt9sB//KVg/63AlcB/FJEycBBYqL7zus9zI7qWyKjoPvLZybH171m4nDEMfIvZxDlNhIpjVtUVwIpe226t+f97wPfCnps2PG8f2dwHY+tfY6iVYb98o8eVeyGTsS/1AXEccREGqy43CKoeFd0frysDzw95alISdk80HZlMOooYxUrCXh8T5kHw62R48U/+NXmCSSv6QV1pQSYjeAkTnqThcnWSMJgwD8Kh5JL4hNlTJWdRGU2D66+gbCZjFvMANDoqQ0SOAG4DTsa/kf6dqv66njZMmAfB8/YD8aVjQ3y1MprYe9JSmCtjYAqFHNOmNDQq47vAQ6p6pYgUgLqD1U2YB+FQAaN40rEhnnA5u49d4OZVNmF2h4iMBeYCfw4QlKIo1ttOczsuG0DcJT+hGi4Xh/lqJnMzkMlmAMEzde4bVSTkA5goIs/WPBb3au144B3g/4nICyJym4iMqndIJsyDUBXmTGZsbGOw6nLNiSudzGb8L1jPZgD7J3wRo12qelbNY0mvlnLAGcD3VfV04ADw9XqHY3f7IFR0H0I7GYm+mE9/tEJURmvhViCrccxexXPab4uyBdiiqk8Hz+/CF+q6MB/zIHgxp2NDdfLPrVvBt9KNZiBjFvOAlIoVtr7VmKgMVX1bRDaLyAmquh64AKi7/rwJ8yBUNH5h9mKqlWE+5uagajFXTJj7JF/IMnVqQ6Myvgz8KIjI2Ah8od4GTJgHwS9gNC7WMcQRLqc0ryzHLU+uX9dDFrO5MvqlgR8KVX0RGFbNZnNcDkISLOZ4Jv/ilq+ISFBwtqtXOJs1V8aAhJ34c/jymTAPgKr6PuYYQ+Ugnsk/JV3L3hv9c8iVYRZzWjBXxgAoRZRS/BazrfnXWFrMcLTJv4EpFctsfevduIfRAxPmAUhCcgn4k3/mymgMifoN4CiQOVsNlzNh7pNCIcfUaSkrlN/KVIIVs+IsYATxWMyqCRMxY8jY5F8IEvbSmDAPgJcQi9kvlO84jhkwaY4Wl2U/wcLlBiJpn3RzXA5ARYPKcrFbzBrLYqxJ+7A2irjlqfq6ulvBxHzMaSPU3S4iC0RkvYhsEJHD8r5F5GoReSl4PCUip9Xs2yQiL4vIiyLybCMHHzVJ8DGrqi/MsVSXaz5pTtYVOfIxZ6s+5oT9Xk8SquEejhjUlSEiWeAW4CL8PPBnROR+Va1NM3wD+LiqvicilwBLgHNq9p+vqrsaOG4n+MKcQ6Q9tjFo4PyKY4UPi5aLhurr6tyVUTGLuS+KXWW2bEqWPIXxMc8GNqjqRgARWQ5cRk3+t6o+VXP8b4CpjRxkXHhBckmc8bye+sLsfvLPbuKocfUaZywqY0AKhSxTp0+Iexg9CCPMxwKba55voac13JsvAg/WPFdglYgo8C99lMlLLG2548lIfAXywU/ymDnqNMblJzvt95RxM5jQ5qbU6XGjj+CjR0930teHpx7DkSNHOOmrP0ZmPaaNKDKyUHDS35jR7RxzVJkxo9uc9JdKEmaIhBHmvszFPq9CRM7HF+ZzazbPUdVtIjIJeFhEXlPV1X2cuxhYDDBuXLy1KaqMbZ8X9xDISo7ZR37Keb+XHDOsVP+6OGvSVM6a5OZH1uWnnOSkn4E4Iu9xxrhOxo928wUxccJoTjy+xOSj4qspnniSpcuhZpS2ANNqnk8FtvU+SEROxV+A8DJV7U6jUdVtwd+dwL34rpHDUNUl1eLTI0fWvUSWYRhG0xBGmJ8BZonIzKCM3ULg/toDRGQ6cA9wjar+vmb7KBE/pCFYXmU+sLZRgzcMw2gMyapiNKgrQ1XLInIjsBLIArer6joR+VKw/1bgb4AJwD8HE2VlVT0LmAzcG2zLAT9W1YciuRLDMIwhUOwqs3XjO3EPowehMv9UdQWwote2W2v+vx64vo/zNgKn9d5uGIaRFAqFHMceNzHuYfTAMv8MwzAShtXKMAzDSGG4nGEYRhPjNt06DCbMhmG0NP7k3864h9EDE2bDMFqaQiHHsTOSNflnwmwYhpGw1D8TZsMwjGTpsoXLGYZhJA2zmA3DaHEUNFmLCJgwG4bR0hS7ymz9g0VlGIZhJAY/KuOouIfRAxNmwzCMhM3+mTAbhmFY5p9hGEbCSJYumzAbhmEkTZlNmA3DaGmKXSW2vv523MPogQmzYRgtTaGQ49jjJ8U9jB6YMBuGYZgrwzAMI1lowqIyQtXKEJEFIrJeRDaIyNf72C8i8o/B/pdE5Iyw5xqGYcROAxfJFpFNIvKyiLwoIs8OZTiDWswikgVuAS4CtgDPiMj9qvpKzWGXALOCxznA94FzQp5rGIYRG8XOIlvWb210s+er6q6hnhzGlTEb2BCseI2ILAcuA2rF9TLgTvV/D/xGRI4QkWOAGSHONQzDiI2xE8ZwwdXnhTr2f/wk4sEEyGC+FRG5EligqtcHz68BzlHVG2uOeQD4pqo+GTx/FPiv+MI84Lk1bSwGFgdPTwbWDu/SEsVEYMjfngmk2a4Hmu+amu16oO9rOk5Vh1XoQkQeCtoOQzvQWfN8iaou6dXeG8B7+M6Pf+m9PwxhLGbpY1tvNe/vmDDn+hv9wS8BEJFnVfWsEGNLBXY9yafZrqnZrgeiuyZVXdDgJueo6jYRmQQ8LCKvqerqehoIM/m3BZhW83wqsC3kMWHONQzDaBpUdVvwdydwL747uC7CCPMzwCwRmSkiBWAhcH+vY+4Hrg2iMz4C7FHV7SHPNQzDaApEZJSIjKn+D8xnCG7ZQV0ZqloWkRuBlUAWuF1V14nIl4L9twIrgEuBDUAH8IWBzg0xrrp9MgnHrif5NNs1Ndv1QDquaTJwr4iAr68/VtWH6m1k0Mk/wzAMwy22GKthGEbCMGE2DMNIGIkS5mZL3xaRaSLyuIi8KiLrROQrcY+pEYhIVkReCOLXU0+QEHWXiLwWvFcfjXtMw0FEbgo+b2tFZJmItMc9pnoRkdtFZKeIrK3ZdqSIPCwirwd/x8c5xihJjDDXpG9fApwELBKRk+Id1bApA19T1ROBjwA3NME1AXwFeDXuQTSQ7wIPqeqHgNNI8bWJyLHAfwbOUtWT8SfdF8Y7qiFxB9A7vvjrwKOqOgt4NHjelCRGmKlJ/VbVIlBN304tqrpdVZ8P/t+Hf8MfG++ohoeITAX+BLgt7rE0AhEZC8wFfgCgqkVVfT/eUQ2bHDBCRHLASFKYOxAkZOzutfky4IfB/z8EPu10UA5JkjAfC2yueb6FlItYLSIyAzgdeDrekQybfwD+C+DFPZAGcTzwDvD/AvfMbUH8aSpR1a3At4G3gO34OQWr4h1Vw5gc5EcQ/E1WdfsGkiRhDp2+nTZEZDRwN/BVVd0b93iGioh8Etipqs/FPZYGkgPOAL6vqqcDB0jxT+TA73oZMBOYAowSkc/HOyqjXpIkzE2Zvi0ieXxR/pGq3hP3eIbJHOBPRWQTvqvpEyKyNN4hDZstwBZVrf6SuQtfqNPKhcAbqvqOqpaAe4CPxTymRrEjqFpJ8HdnzOOJjCQJc9Olb4uf/vMD4FVV/fu4xzNcVPWvVXWqqs7Af38eU9VUW2Oq+jawWUROCDZdQLrL0r4FfERERgafvwtI8WRmL+4Hrgv+vw74WYxjiZTELC01jPTtJDMHuAZ4WUReDLb9N1VdEeOYjMP5MvCjwCDYSFBSII2o6tMichfwPH5U0AukI5W5ByKyDJgHTBSRLcA3gG8CPxWRL+J/AX02vhFGi6VkG4ZhJIwkuTIMwzAMTJgNwzAShwmzYRhGwjBhNgzDSBgmzIZhGAnDhNkwDCNhmDAbhmEkjP8Ps5fB0Q+7JF0AAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "vcs = PlotCrossSection(modelgrid=vmg, line={\"line\": line})\n", - "\n", - "ax = vcs.plot_array(a=hdata, masked_values=[1e30], alpha=0.3)\n", - "plt.colorbar(ax)\n", - "# set our own contour levels using the matplotlib keyword argument levels\n", - "levels = np.arange(5, 10, 0.5)\n", - "vcs.contour_array(a=hdata, masked_values=[1e30], levels=levels)\n", - "vcs.plot_grid();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting discharge\n", - "\n", - "Discharge is plotted similarly to the previous example:\n", - "\n", - "The SPDIS recarray is used with `plot_specific_discharge` to create and plot flow vectors\n", - "\n", - "### Note:\n", - "Arbitrary cross section lines cannot be used with this method. A straight cross section must be supplied to calculate discharge vectors." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Added 0.01 to 10 to account for precision issues with transforms...\n", - "line = np.array([(-0.1, 3.5), (10.1, 3.5)])\n", - "\n", - "# Transform the line into the spatial refenernce projection to match the projected coordiates\n", - "line = geometry.transform(line.T[0], line.T[1], \n", - " vmg.xoffset, vmg.yoffset, \n", - " vmg.angrot_radians)\n", - "line = np.array(line).T\n", - "\n", - "vcs = PlotCrossSection(modelgrid=vmg, line={\"line\": line})\n", - "ax = vcs.plot_array(a=hdata, masked_values=[1e30])\n", - "plt.colorbar(ax)\n", - "vcs.plot_grid()\n", - "# use hstep to plot every second cell in the horizontal direction\n", - "ax = vcs.plot_specific_discharge(spdis[0], head=hdata, hstep=2)\n", - "plt.xlim([0, 10])\n", - "plt.title(\"Vertex grid specific discharge\");" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The discharge vectors look a little crammed due to the triangular nature of the grid \n", - "\n", - "### Let's load up a square grid example and plot up discharge vectors." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loading simulation...\n", - " loading simulation name file...\n", - " loading tdis package...\n", - " loading model gwf6...\n", - " loading package disv...\n", - " loading package ic...\n", - "WARNING: Block \"options\" is not a valid block name for file type ic.\n", - " loading package npf...\n", - " loading package chd...\n", - " loading package chd...\n", - " loading package oc...\n", - " loading ims package gwf_1...\n", - "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf6\n", - " MODFLOW 6\n", - " U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL\n", - " VERSION 6.0.4 03/13/2019\n", - "\n", - " MODFLOW 6 compiled Mar 19 2019 16:46:21 with IFORT compiler (ver. 19.0.0)\n", - "\n", - "This software has been approved for release by the U.S. Geological \n", - "Survey (USGS). Although the software has been subjected to rigorous \n", - "review, the USGS reserves the right to update the software as needed \n", - "pursuant to further analysis and review. No warranty, expressed or \n", - "implied, is made by the USGS or the U.S. Government as to the \n", - "functionality of the software and related material nor shall the \n", - "fact of release constitute any such warranty. Furthermore, the \n", - "software is released on condition that neither the USGS nor the U.S. \n", - "Government shall be held liable for any damages resulting from its \n", - "authorized or unauthorized use. Also refer to the USGS Water \n", - "Resources Software User Rights Notice for complete use, copyright, \n", - "and distribution information.\n", - "\n", - " Run start date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 16:23:05\n", - "\n", - " Writing simulation list file: mfsim.lst\n", - " Using Simulation name file: mfsim.nam\n", - " Solving: Stress period: 1 Time step: 1\n", - " Run end date and time (yyyy/mm/dd hh:mm:ss): 2019/11/15 16:23:05\n", - " Elapsed run time: 0.034 Seconds\n", - "\n", - " Normal termination of simulation.\n" - ] - } - ], - "source": [ - "sim_name = \"mfsim.nam\"\n", - "sim_path = \"../data/mf6/test003_gwfs_disv\"\n", - "sim = flopy.mf6.MFSimulation.load(sim_name=sim_name, version=\"mf6\", exe_name=\"mf6\",\n", - " sim_ws=sim_path)\n", - "sim.run_simulation()\n", - "\n", - "ml = sim.get_model('gwf_1')\n", - "vmg = VertexGrid(ml.dis.vertices.array, ml.dis.cell2d.array,\n", - " top=ml.dis.top.array, botm=ml.dis.botm.array,\n", - " idomain=ml.dis.idomain.array, xoff=10,\n", - " yoff=0, angrot=-25)\n", - "\n", - "cbc_file = os.path.join(sim_path, \"model.cbc\") #\"expected_output/\", \"model_unch.cbc\")\n", - "hds_file = os.path.join(sim_path, \"model.hds\") # \"expected_output/\", \"model_unch.hds\")\n", - "\n", - "cbc = CellBudgetFile(cbc_file, precision='double')\n", - "spdis = cbc.get_data(text=\"SPDIS\")\n", - "\n", - "hds = HeadFile(hds_file)\n", - "hdata = hds.get_alldata()[0]\n", - "hdata.shape = (4, -1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's plot the discharge vectors for a model with a grid of uniform elevations" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Added 0.01 to 10 to account for precision issues with transforms...\n", - "line = np.array([(-0.1, 3.5), (10.1, 3.5)])\n", - "\n", - "# Transform the line into the spatial refenernce projection to match the projected coordiates\n", - "line = geometry.transform(line.T[0], line.T[1], \n", - " vmg.xoffset, vmg.yoffset, \n", - " vmg.angrot_radians)\n", - "line = np.array(line).T\n", - "\n", - "vcs = PlotCrossSection(modelgrid=vmg, line={\"line\": line}, geographic_coords=True)\n", - "ax = vcs.plot_array(a=hdata, masked_values=[1e30])\n", - "plt.colorbar(ax)\n", - "vcs.plot_grid()\n", - "ax = vcs.plot_specific_discharge(spdis[0], head=hdata)\n", - "plt.title(\"Vertex grid specific discharge\");" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "These discharge vectors are much more uniform as expected.\n", - "\n", - "### For more information about the plotting functionality in flopy including optional keyword arguments, please see the ipython notebook: flopy3_PlotArrayExample.ipynb, flopy3_PlotMapView_demo.ipynb, and flopy3_PlotCrossSection_demo.ipynb\n", - "\n", - "### Happy plotting!" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/examples/Notebooks/setup_pmv_demo.py b/examples/Notebooks/setup_pmv_demo.py index 539c60fb16..268ae18015 100644 --- a/examples/Notebooks/setup_pmv_demo.py +++ b/examples/Notebooks/setup_pmv_demo.py @@ -6,64 +6,7 @@ def run(): - # run installed version of flopy or add local path - try: - import flopy - except: - fpth = os.path.abspath(os.path.join('..', '..')) - sys.path.append(fpth) - import flopy - - # Set name of MODFLOW exe - # assumes executable is in users path statement - version = 'mf2005' - exe_name = 'mf2005' - exe_mp = 'mp6' - if platform.system() == 'Windows': - exe_name += '.exe' - exe_mp += '.exe' - mfexe = exe_name - - # Set the paths - loadpth = os.path.join('..', 'data', 'freyberg') - modelpth = os.path.join('data') - - # make sure modelpth directory exists - if not os.path.exists(modelpth): - os.makedirs(modelpth) - - ml = flopy.modflow.Modflow.load('freyberg.nam', model_ws=loadpth, - exe_name=exe_name, version=version) - ml.change_model_ws(new_pth=modelpth) - ml.write_input() - success, buff = ml.run_model() - if not success: - print('Something bad happened.') - files = ['freyberg.hds', 'freyberg.cbc'] - for f in files: - if os.path.isfile(os.path.join(modelpth, f)): - msg = 'Output file located: {}'.format(f) - print(msg) - else: - errmsg = 'Error. Output file cannot be found: {}'.format(f) - print(errmsg) - - mp = flopy.modpath.Modpath('freybergmp', exe_name=exe_mp, modflowmodel=ml, model_ws=modelpth) - mpbas = flopy.modpath.ModpathBas(mp, hnoflo=ml.bas6.hnoflo, hdry=ml.lpf.hdry, - ibound=ml.bas6.ibound.array, prsity=0.2, prsityCB=0.2) - sim = mp.create_mpsim(trackdir='forward', simtype='endpoint', packages='RCH') - mp.write_input() - mp.run_model() - - mpp = flopy.modpath.Modpath('freybergmpp', exe_name=exe_mp, modflowmodel=ml, model_ws=modelpth) - mpbas = flopy.modpath.ModpathBas(mpp, hnoflo=ml.bas6.hnoflo, hdry=ml.lpf.hdry, - ibound=ml.bas6.ibound.array, prsity=0.2, prsityCB=0.2) - sim = mpp.create_mpsim(trackdir='backward', simtype='pathline', packages='WEL') - mpp.write_input() - mpp.run_model() - - - ## load and run second example + ## load and run vertex grid example # run installed version of flopy or add local path try: import flopy @@ -170,6 +113,7 @@ def run(): # node property flow npf = flopy.mf6.ModflowGwfnpf(gwf, xt3doptions=[('xt3d')], + save_specific_discharge=True, icelltype=[1, 0, 0], k=[50.0, 0.01, 200.0], k33=[10., 0.01, 20.]) diff --git a/flopy/mf6/mfmodel.py b/flopy/mf6/mfmodel.py index 2c322c4ff8..fbc3246200 100644 --- a/flopy/mf6/mfmodel.py +++ b/flopy/mf6/mfmodel.py @@ -442,11 +442,11 @@ def laytyp(self): @property def hdry(self): - return None + return -1e30 @property def hnoflo(self): - return None + return 1e30 @property def laycbd(self): diff --git a/flopy/plot/map.py b/flopy/plot/map.py index 5a87bcdaaf..1f39d11c20 100644 --- a/flopy/plot/map.py +++ b/flopy/plot/map.py @@ -128,6 +128,9 @@ def plot_array(self, a, masked_values=None, **kwargs): if a.shape[0] == 1: a = np.squeeze(a, axis=1) plotarray = a[self.layer, :] + elif a.shape[1] == 1: + a = np.squeeze(a, axis=1) + plotarray = a[self.layer, :] else: raise Exception("Array must be of dimension 1 or 2") elif a.ndim == 2: @@ -242,6 +245,9 @@ def contour_array(self, a, masked_values=None, **kwargs): if a.shape[0] == 1: a = np.squeeze(a, axis=1) plotarray = a[self.layer, :] + elif a.shape[1] == 1: + a = np.squeeze(a, axis=1) + plotarray = a[self.layer, :] else: raise Exception("Array must be of dimension 1 or 2") elif a.ndim == 2: diff --git a/flopy/plot/plotbase.py b/flopy/plot/plotbase.py index 79fbbdf637..9636108d3f 100644 --- a/flopy/plot/plotbase.py +++ b/flopy/plot/plotbase.py @@ -371,10 +371,10 @@ def plot_bc(self, ftype=None, package=None, kper=0, color=None, # Plot the list locations, change this to self.mg.shape if self.mg.grid_type == "vertex": plotarray = np.zeros((self.mg.nlay, self.mg.ncpl), dtype=np.int) + plotarray[idx] = 1 else: plotarray = np.zeros((self.mg.nlay, self.mg.nrow, self.mg.ncol), dtype=np.int) - - plotarray[idx] = 1 + plotarray[idx[0], idx[1], idx[2]] = 1 plotarray = np.ma.masked_equal(plotarray, 0) if color is None: @@ -470,7 +470,7 @@ def plot_specific_discharge(self, spdis, head=None, kstep=1, if self.direction == 'x': qx[idx] = spdis['qx'] elif self.direction == 'y': - qx[idx] = spdis['qy'] + qx[idx] = spdis['qy'] * -1 else: err_msg = 'plot_specific_discharge does not ' \ 'support arbitrary cross-sections' @@ -663,7 +663,7 @@ def plot_discharge(self, frf, fff, flf=None, ib = ib.ravel() qx = qx.ravel() - qy = qy.ravel() + qy = qy.ravel() * -1 qz = qz.ravel() temp = [] diff --git a/flopy/plot/plotutil.py b/flopy/plot/plotutil.py index 06759e2fd1..aed55ee249 100644 --- a/flopy/plot/plotutil.py +++ b/flopy/plot/plotutil.py @@ -1198,6 +1198,8 @@ def _plot_array_helper(plotarray, model=None, modelgrid=None, axes=None, if key in kwargs: defaults[key] = kwargs.pop(key) + plotarray = plotarray.astype(float) + # test if this is vertex or structured grid if model is not None: grid_type = model.modelgrid.grid_type @@ -1223,6 +1225,18 @@ def _plot_array_helper(plotarray, model=None, modelgrid=None, axes=None, else: grid_type = "structured" + ib = None + if modelgrid is not None: + if modelgrid.idomain is not None: + ib = modelgrid.idomain + + else: + if ib is None: + try: + ib = model.modelgrid.idomain + except: + pass + # reshape 2d arrays to 3d for convenience if len(plotarray.shape) == 2 and grid_type == "structured": plotarray = plotarray.reshape((1, plotarray.shape[0], @@ -1241,7 +1255,7 @@ def _plot_array_helper(plotarray, model=None, modelgrid=None, axes=None, for idx, k in enumerate(range(i0, i1)): fig = plt.figure(num=fignum[idx]) pmv = PlotMapView(ax=axes[idx], model=model, - modelgrid=modelgrid, layer=k) + modelgrid=modelgrid, layer=k) if defaults['pcolor']: cm = pmv.plot_array(plotarray[k], masked_values=defaults['masked_values'], @@ -1266,19 +1280,9 @@ def _plot_array_helper(plotarray, model=None, modelgrid=None, axes=None, if defaults['grid']: pmv.plot_grid(ax=axes[idx]) - ib = None if defaults['inactive']: - if modelgrid is not None: - if modelgrid.idomain is not None: - ib = modelgrid.idomain - pmv.plot_inactive(ibound=ib, ax=axes[idx]) - - if ib is None: - try: - ib = model.modelgrid.idomain - pmv.plot_inactive(ibound=ib, ax=axes[idx]) - except: - pass + if ib is not None: + pmv.plot_inactive(ibound=ib, ax=axes[idx]) if len(axes) == 1: axes = axes[0] @@ -1827,6 +1831,9 @@ def line_intersect_grid(ptsin, xgrid, ygrid): continue elif i in vdict[cell]: continue + elif np.isnan(i[0]) or np.isinf(i[0]) \ + or np.isinf(i[1]) or np.isnan(i[1]): + continue else: vdict[cell].append(i) else: @@ -1840,6 +1847,9 @@ def line_intersect_grid(ptsin, xgrid, ygrid): continue elif i in t: continue + elif np.isnan(i[0]) or np.isinf(i[0]) \ + or np.isinf(i[1]) or np.isnan(i[1]): + continue else: t.append(i)