From 49648c5fa36ae75bdd391e9051fdc8eb7bef6f25 Mon Sep 17 00:00:00 2001 From: Guillermo Fidalgo Date: Sun, 14 Apr 2024 02:55:11 -0400 Subject: [PATCH 1/2] updating plots --- notebooks/general_plots.ipynb | 56 +- notebooks/time_series_commits.ipynb | 1197 ++++++++++++++++++++++--- notebooks/time_series_educators.ipynb | 129 +-- notebooks/time_series_events.ipynb | 46 +- 4 files changed, 1197 insertions(+), 231 deletions(-) diff --git a/notebooks/general_plots.ipynb b/notebooks/general_plots.ipynb index ca30d99..e28d885 100644 --- a/notebooks/general_plots.ipynb +++ b/notebooks/general_plots.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -11,6 +11,7 @@ "data_dir = Path(\".\").resolve().parent / \"data\"\n", "assert data_dir.is_dir()\n", "import matplotlib.pyplot as plt\n", + "import scienceplots\n", "\n", "plt.style.use(\"science\")\n", "plt.style.use(\"notebook\")" @@ -18,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -31,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -52,24 +53,14 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { + "image/png": "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", "text/plain": [ - "Text(0.5, 1.0, 'Cumulative statistics (w/o carpentry contributions to commits)')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAArcAAAIeCAYAAAChjidRAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd1yV1R/A8c9l7yUIOADFhVvce+dGzbJlamraMEfT6qei2Z5mWVamlZalpebeMzNnTpzhxgGyN9zn98eVC5d74V7gwgX8vnvx6nnOOc95vsAVvpx7nnNUiqIoCCGEEEIIUQlYWToAIYQQQgghzEWSWyGEEEIIUWlIciuEEEIIISoNSW6FEEIIIUSlIcmtqBBGjx5NUFCQWftcvHgxKpWKS5cumbXf8i48PByVSmW2/krje2NMUlISVatWZenSpWV6XyFMFRQUxOjRo7XnOT9vDh06VCb379atG926dSuTe4nSkf81VBIxMTE4Ozuzfv16s/RX3klyex+5ePEiEyZMoHbt2jg4OODm5kbHjh2ZO3cuqamplg6v1LzzzjusWrXK0mEUyc8//8xnn31W7OtTUlIIDw9n586dZonnxo0bhIeH8++//5qlv5KaO3curq6uPProo2brc968ebi7u5OZmWm2Piuz9evXEx4ebukwSt3p06cJDw8vl38El+fYCnO/vHbMrSTf7ypVqjBu3DimT59u/sDKI0XcF9auXas4OjoqHh4eyqRJk5RvvvlG+eKLL5RHH31UsbW1VZ5++mlLh1ioUaNGKYGBgcW61tnZWRk1apReeVZWlpKamqqo1eqSBVcKBgwYUOzPV1EU5c6dOwqgzJw5U68uMzNTSU1NLVJ/Bw8eVABl0aJFenUZGRlKWlpaMSMtuoyMDMXHx0d55513zNpvnz59lIceesisfVZmzz//vHI//ApZvny5Aig7duwo0nVpaWlKRkaG9nzRokUKoBw8eLBMYktPT1fS09PNdi9zul9eOyWV/zVU3NdijtOnTyuAsm3bNjNFWH7ZWCyrFmUmMjKSRx99lMDAQLZv346/v7+27vnnn+fChQusW7fOghFahrW1NdbW1pYOo8zZ2NhgY2O+f/q2trZm68sUa9eu5c6dOwwfPtxsfaakpLBr1y6++uors/VZmlJSUnBycrJ0GCbLyspCrVZjZ2dn6VBKlaIopKWl4ejoiL29vUVjqexf6/uBuV9DISEhNG7cmMWLF9OjRw+z9l3uWDq7FqXvmWeeUQDlr7/+Mto2MjKywBE68o0Ezpw5UwGUs2fPKk888YTi5uameHt7K//73/8UtVqtXLlyRQkLC1NcXV0VX19f5aOPPtLpL2ckIzIyUqd8x44den+dGhq5/fDDD5X27dsrXl5eioODgxIaGqosX75cL+b8HzmjuPnvP2DAAKVWrVoGvy7t2rVTWrZsqVP2008/KaGhoYqDg4Pi6empPPLII8qVK1cMXp9XQkKCMnnyZCUwMFCxs7NTfHx8lF69eimHDx9WFEVRunbtqhdzzueenp6uTJ8+XQkNDVXc3NwUJycnpVOnTsr27du1/ed8D/N/5Hzvcr5veW3evFnp2LGj4u7urjg7Oyv16tVTXn/9dUVRcr8f+T9yXiOGvjfZ2dnKZ599pjRu3Fixt7dXvL29lT59+uiMWhV2z8KMHDlSCQoK0ilbvXq1AijHjh3Tlq1YsUIBlKFDh+q0bdCggTJ8+HCdsj///FNRqVTKzZs3tWUXL15UHnroIcXT01NxdHRU2rZtq6xdu9ZofDl++uknpXXr1tp3TDp37qxs2rRJW79q1Sqlf//+ir+/v2JnZ6fUrl1bmT17tpKVlaXTT9euXZVGjRophw4dUjp37qw4OjoqkydPVhRFUQIDA5UBAwYomzZtUpo1a6bY29srISEhyu+//64XT2xsrDJ58mSlRo0aip2dnRIcHKy89957SnZ2trZNzmvnww8/VBYsWKDUrl1bsbOzU1q1aqUcOHBA227UqFEGXxP5+/j000+V2rVrK1ZWVsqePXsUJycnZdKkSXqxXb16VbGysjI6Gm/K6yozM1OZPXu2NvbAwEDl9ddf13t3Iedrt2fPHqV169aKvb29UqtWLeWHH37Qtsn5GZH/I+dnU04fGzduVFq2bKnY29srn376qbYu7ztGOX3t2rVLGT9+vOLl5aW4uroqTz75pHL37l2d2PL/rM0bc/6fXwXF1rVrV6Vr164619+6dUsZM2aMUrVqVcXe3l5p2rSpsnjxYp02pr4GFEVRoqKilNGjRyvVq1dX7OzsFD8/PyUsLEzvZ3pehb12FEVRkpKSlBdffFH7Oq1Xr57y4YcfmvwO2/79+5V+/fopHh4eipOTk9KkSRPls88+02mzbds2pVOnToqTk5Pi7u6uhIWFKadPn9ZpU9Lfbzk/N3/99VclPDxcqVatmuLi4qIMGzZMiYuLU9LS0pTJkycrPj4+irOzszJ69GiDr1FTv98HDx5UHnjgAaVKlSqKg4ODEhQUpDz11FN6X5+pU6cqHh4e5fIdS3OSkdv7wJo1a6hduzYdOnQolf4feeQRQkJCeO+991i3bh1z5szBy8uLBQsW0KNHD95//32WLl3Kyy+/TOvWrenSpYtZ7jt37lzCwsJ44oknyMjIYNmyZTz88MOsXbuWAQMGAPDTTz8xbtw42rRpw/jx4wEIDg4u8PMYOXIkBw8epHXr1tryy5cvs3//fj788ENt2dtvv8306dMZPnw448aN486dO8ybN48uXbpw9OhRPDw8Coz7mWeeYcWKFUycOJGGDRsSExPD3r17iYiIIDQ0lDfffJP4+HiuXbvGp59+CoCLiwsACQkJfPfddzz22GM8/fTTJCYmsnDhQvr06cOBAwdo3rw5Pj4+fPXVVzz77LMMHTqUBx98EICmTZsajOfUqVMMHDiQpk2bMnv2bOzt7blw4QJ//fUXoPlrf/bs2cyYMYPx48fTuXNngEJfT2PHjmXx4sX069ePcePGkZWVxZ49e9i/fz+tWrUyes/C7Nu3j9DQUJ2yTp06oVKp2L17t/bz3LNnD1ZWVuzdu1fb7s6dO5w5c4aJEyfqXL9+/XpatmyJr68vALdu3aJDhw6kpKQwadIkqlSpwg8//EBYWBgrVqxg6NChhcY4a9YswsPD6dChA7Nnz8bOzo5//vmH7du388ADDwCaB4xcXFx48cUXcXFxYfv27cyYMYOEhASd1xpoHgbp168fjz76KCNGjNDGCXD+/HkeeeQRnnnmGUaNGsWiRYt4+OGH2bhxI7179wY0I71du3bl+vXrTJgwgYCAAPbt28frr79OVFSU3vzun3/+mcTERCZMmIBKpeKDDz7gwQcf5L///sPW1pYJEyZw48YNtmzZwk8//WTwa7Bo0SLS0tIYP3489vb2BAQEMHToUH799Vc++eQTnXdNfvnlFxRF4Yknnij062rsdQUwbtw4fvjhBx566CFeeukl/vnnH959910iIiJYuXKlTn8XLlzgoYceYuzYsYwaNYrvv/+e0aNH07JlSxo1akSXLl2YNGkSn3/+OW+88QYhISEA2v8DnD17lscee4wJEybw9NNPU79+/UI/h4kTJ+Lh4UF4eDhnz57lq6++4vLly+zcubNID3qaElteqampdOvWjQsXLjBx4kRq1arF8uXLGT16NHFxcUyePFmnvbHXAMCwYcM4deoUL7zwAkFBQdy+fZstW7Zw5cqVAh8yLey1oygKYWFh7Nixg7Fjx9K8eXM2bdrEK6+8wvXr17U/DwuyZcsWBg4ciL+/P5MnT8bPz4+IiAjWrl2r/fy2bt1Kv379qF27NuHh4aSmpjJv3jw6duzIkSNH9OIu6e+3d999F0dHR6ZNm8aFCxeYN28etra2WFlZERsbS3h4OPv372fx4sXUqlWLGTNmGPzcCvt+3759mwceeAAfHx+mTZuGh4cHly5d4o8//tDrp2XLlnz66aecOnWKxo0bF/r1rNAsnV2L0hUfH68AyuDBg01qX5yR2/Hjx2vLsrKylBo1aigqlUp57733tOWxsbGKo6OjwZGM4o7cpqSk6JxnZGQojRs3Vnr06KFTXtCc2/z3j4+PV+zt7ZWXXnpJp90HH3ygqFQq5fLly4qiKMqlS5cUa2tr5e2339Zpd+LECcXGxkavPD93d3fl+eefL7RNQXNus7Ky9ObRxcbGKr6+vsqYMWO0ZYXNuc0/cvvpp58qgHLnzp0C4ylszm3+78327dsVwOAIXc5ogSn3NCQzM1NRqVR63yNFUZRGjRrpjMiGhoYqDz/8sAIoERERiqIoyh9//KE3wqsoihIQEKDztZoyZYoCKHv27NGWJSYmKrVq1VKCgoJ0RjvzO3/+vGJlZaUMHTpUr13e0ZL8r19FUZQJEyYoTk5OOiM4OSP5X3/9tV77wMBABdAZqY2Pj1f8/f2VFi1aaMveeustxdnZWTl37pzO9dOmTVOsra217zjk/PuvUqWKzmhizsj4mjVrtGUFzZvM6cPNzU25ffu2Tt2mTZsUQNmwYYNOedOmTfVGGfMz5XX177//KoAybtw4nfqXX35ZAXTe4cj52u3evVtbdvv2bb2fAYXNc8zpY+PGjQbrDP28a9mypc48yg8++EABlNWrV2vLCvq3m7/PwmLLP3L72WefKYCyZMkSbVlGRobSvn17xcXFRUlISFAUxfTXQGxsrHaEt6gKeu2sWrVKAZQ5c+bolD/00EOKSqVSLly4UGCfWVlZSq1atZTAwEAlNjZWpy7vv7vmzZsrVatWVWJiYrRlx44dU6ysrJSRI0dqy0r6+y3n91jjxo11vt+PPfaYolKplH79+unE2L59e72f+aZ+v1euXGnyfO59+/ZpR5QrM1ktoZJLSEgAwNXVtdTuMW7cOO2xtbU1rVq1QlEUxo4dqy338PCgfv36/Pfff2a7r6Ojo/Y4NjaW+Ph4OnfuzJEjR4rVn5ubG/369eO3335DURRt+a+//kq7du0ICAgA4I8//kCtVjN8+HCio6O1H35+ftStW5cdO3YUeh8PDw/++ecfbty4UeQYra2ttXPp1Go1d+/eJSsri1atWhX7884ZZV69ejVqtbpYfeT1+++/o1KpmDlzpl5dzshUce959+5dFEXB09NTr65z587s2bMHgMTERI4dO8b48ePx9vbWlu/ZswcPDw+dEYuTJ09y5coV7Wg/aEZy27RpQ6dOnbRlLi4ujB8/nkuXLnH69OkCY1y1ahVqtZoZM2ZgZaX7IzbvyFze129iYiLR0dF07tyZlJQUzpw5o3Odvb09Tz31lMH7VatWTWck2c3NjZEjR3L06FFu3rwJwPLly+ncuTOenp46r9levXqRnZ3N7t27dfp85JFHdL7GOaP1Rfn3O2zYMHx8fHTKevXqRbVq1XSWcDt58iTHjx9nxIgRhfZnyusqZ5mjF198Uaf+pZdeAtB7tqBhw4bazw3Ax8enyD+natWqRZ8+fUxuP378eJ156s8++yw2NjalvkTT+vXr8fPz47HHHtOW2draMmnSJJKSkti1a5dOe2OvAUdHR+zs7Ni5cyexsbFmi9Ha2ppJkybplL/00ksoisKGDRsKvPbo0aNERkYyZcoUvXfOcl4fUVFR/Pvvv4wePRovLy9tfdOmTendu7fB70FJf7+NHDlS5/vdtm1bFEVhzJgxOu3atm3L1atXycrKKvBzLEjO57t27Vqjq73kfE+jo6OLfJ+KRJLbSs7NzQ3Q/PIsLTlJXw53d3ccHBzw9vbWKzfXD0HQ/ENu164dDg4OeHl5ad+Oj4+PL3afjzzyCFevXuXvv/8GNMunHT58mEceeUTb5vz58yiKQt26dfHx8dH5iIiI4Pbt24Xe44MPPuDkyZPUrFmTNm3aEB4eXqRfpj/88ANNmzbFwcGBKlWq4OPjw7p164r9eT/yyCN07NiRcePG4evry6OPPspvv/1W7ET34sWLVKtWTeeXh7nvmfePjxydO3cmKiqKCxcusG/fPlQqFe3bt9dJevfs2UPHjh11ks5169bh6+urfVsbNFNRDL29nPNW4OXLlwuM7eLFi1hZWdGwYcNCP4dTp04xdOhQ3N3dcXNzw8fHR5vg5f9eVq9evcAHhOrUqaP3dna9evUAtEsGnT9/no0bN+q9Xnv16gWg95rN/2865xdiUf791qpVS6/MysqKJ554glWrVpGSkgLA0qVLcXBw4OGHHy60P1NeV5cvX8bKyoo6derolPv5+eHh4aH3fcv/eYLmcy3p51mYunXr6py7uLjg7+9f6st5Xb58mbp16+r9wVXQa9rYa8De3p7333+fDRs24OvrS5cuXfjggw+0f1AVN8Zq1arpDcaY+u8OKPSt9pzrC/q3HR0dTXJysk55SX+/GboeoGbNmnrlarW6WD/Hu3btyrBhw5g1axbe3t4MHjyYRYsWkZ6ertc252enOdc6L48kua3k3NzcqFatGidPnjSpfUEv+Ozs7AKvMbTiQEGrEORNSopzrxx79uwhLCwMBwcH5s+fz/r169myZQuPP/64wcTHVIMGDcLJyYnffvsNgN9++w0rKyudX7xqtRqVSsXGjRvZsmWL3seCBQsKvcfw4cP577//mDdvHtWqVePDDz+kUaNGhY5K5FiyZAmjR48mODiYhQsXamPo0aNHsZNRR0dHdu/ezdatW3nyySc5fvw4jzzyCL179zbpe1GW9/Ty8kKlUhn8JZIzyrp792727NlDaGgozs7O2uQ2KSmJo0eP6ozUgWa0qG/fvmX6wz4uLo6uXbty7NgxZs+ezZo1a9iyZQvvv/8+gN73Mu8ob3Go1Wp69+5t8PW6ZcsWhg0bptPelH+/xhQU88iRI0lKSmLVqlUoisLPP//MwIEDtb/0zcHU72Vpfp6lobT+PRpiytdmypQpnDt3jnfffRcHBwemT59OSEgIR48eLaswS11xf78Za2uO114OlUrFihUr+Pvvv5k4cSLXr19nzJgxtGzZkqSkJJ22OT878yfnlY0kt/eBgQMHcvHiRe1oZGFy/jqPi4vTKS/sL+biKsm9fv/9dxwcHNi0aRNjxoyhX79+2lGo/IqStDg7OzNw4ECWL1+OWq3m119/pXPnzlSrVk3bJjg4GEVRqFWrFr169dL7aNeundH7+Pv789xzz7Fq1SoiIyOpUqUKb7/9ttGYV6xYQe3atfnjjz948skn6dOnD7169SItLa3YnzNoRtR69uzJJ598wunTp3n77bfZvn27dopFUfoLDg7mxo0b3L17t0T3NMTGxobg4GAiIyP16gICAggICGDPnj3s2bNHm8R26dKFS5cusXz5crKzs3Ue+IiLi2Pfvn06UxIAAgMDOXv2rN49cqYLBAYGFvr5q9XqQqcu7Ny5k5iYGBYvXszkyZMZOHAgvXr1MjjdwpgLFy7o/UI8d+4cgPbhmODgYJKSkgy+Xnv16mVwBNOY4v4x0LhxY1q0aMHSpUvZs2cPV65c4cknnzR6nSmvq8DAQNRqNefPn9cpv3XrFnFxcYV+3wpi7j968seWlJREVFSUzoNMnp6eej8XMzIyiIqKKnZsgYGBnD9/Xu8PJ1Ne04UJDg7mpZdeYvPmzZw8eZKMjAw+/vjjQq8pKO7AwEBu3Lih906jqf/ugEIHcnKuL+jftre3N87OzoXGbknGvt/t2rXj7bff5tChQyxdupRTp06xbNkynTY5PzsLevCwspDk9j7w6quv4uzszLhx47h165Ze/cWLF5k7dy6gGen19vbWm4M3f/58s8eV88Mo772ys7P55ptvjF5rbW2NSqXSGcm4dOmSwZ3InJ2d9X5RFOaRRx7hxo0bfPfddxw7dkxnSgLAgw8+iLW1NbNmzdJLKhRFISYmpsC+s7Oz9d52qlq1KtWqVdN5C8nZ2dng21M5f+3nve8///yj94dLzhqopnzehpKF5s2bA2hjyvmBb0p/w4YNQ1EUZs2apVeXE7cp9yxI+/btC9zCtHPnzmzfvp0DBw5ok9vmzZvj6urKe++9h6OjIy1bttS237x5M4B2BYMc/fv358CBAzpf1+TkZL755huCgoIKnXIwZMgQrKysmD17tl4ikfP5G/o+ZmRkFOvf2Y0bN3RWAUhISODHH3+kefPm+Pn5AZp3C/7++282bdqkd31cXFyx5vkV5TWR35NPPsnmzZv57LPPqFKlCv369TN6jSmvq/79+wPorf7wySefAOj9EWOKknyehnzzzTc68yK/+uorsrKydL4GwcHBej+Dv/nmG72R26LE1r9/f27evMmvv/6qLcvKymLevHm4uLjQtWvXIn0eKSkpen9UBwcH4+rqavTfcEFx9+/fn+zsbL744gud8k8//RSVSlXo6yQ0NJRatWrx2Wef6fWb8/rw9/enefPm/PDDDzptTp48yebNm7Wvn/KqoK9bbGys3u+ign6eHj58GHd3dxo1alRqcZYHshTYfSA4OJiff/5Zu6TJyJEjady4MRkZGezbt0+7HEyOcePG8d577zFu3DhatWrF7t27tSNB5tSoUSPatWvH66+/zt27d/Hy8mLZsmUm/aIdMGAAn3zyCX379uXxxx/n9u3bfPnll9SpU4fjx4/rtG3ZsiVbt27lk08+oVq1atSqVYu2bdsW2Hf//v1xdXXl5ZdfxtraWu8t2+DgYObMmcPrr7/OpUuXGDJkCK6urkRGRrJy5UrGjx/Pyy+/bLDvxMREatSowUMPPUSzZs1wcXFh69atHDx4UGe0o2XLlvz666+8+OKLtG7dGhcXFwYNGsTAgQP5448/GDp0KAMGDCAyMpKvv/6ahg0b6rz95OjoSMOGDfn111+pV68eXl5eNG7c2OB8tNmzZ7N7924GDBhAYGAgt2/fZv78+dSoUUP7Vn9wcDAeHh58/fXXuLq64uzsTNu2bQ3ON+zevTtPPvkkn3/+OefPn6dv376o1Wr27NlD9+7dmThxokn3LMjgwYP56aefOHfunHZuaY7OnTuzdOlSVCqVth9ra2s6dOjApk2b6Natm87c1XXr1tGpUye9t8SnTZvGL7/8Qr9+/Zg0aRJeXl788MMPREZG8vvvv+vNW8yrTp06vPnmm7z11lt07tyZBx98EHt7ew4ePEi1atV499136dChA56enowaNYpJkyahUqn46aefivWWZL169Rg7diwHDx7E19eX77//nlu3brFo0SJtm1deeYU///yTgQMHape6Sk5O5sSJE6xYsYJLly4V+W3KnD8SJk2aRJ8+fbC2tjZ5O+THH3+cV199lZUrV/Lss8+atBGIKa+rZs2aMWrUKL755hvt1I8DBw7www8/MGTIELp3716kzxE0SYK1tTXvv/8+8fHx2Nvb06NHD6pWrVrkvkDzR0zPnj0ZPnw4Z8+eZf78+XTq1ImwsDBtm3HjxvHMM88wbNgwevfuzbFjx9i0aZPe96gosY0fP54FCxYwevRoDh8+TFBQECtWrOCvv/7is88+K/JDx+fOndN+Hg0bNsTGxoaVK1dy69Yto6+Dgl47gwYNonv37rz55ptcunSJZs2asXnzZlavXs2UKVMKXMYRNO8EffXVVwwaNIjmzZvz1FNP4e/vz5kzZzh16pT2D7sPP/yQfv360b59e8aOHatdCszd3b3cbwlc0Pf7559/Zv78+QwdOpTg4GASExP59ttvcXNz00vYt2zZwqBBgyr9nFtZCuw+cu7cOeXpp59WgoKCFDs7O8XV1VXp2LGjMm/ePJ2lh1JSUpSxY8cq7u7uiqurqzJ8+HDl9u3bBS4Fln85p1GjRinOzs56989ZjD6vixcvKr169VLs7e0VX19f5Y033lC2bNli0lJgCxcuVOrWravY29srDRo0UBYtWmRwg4IzZ84oXbp0URwdHRUK2cQhryeeeEIBlF69ehX49fz999+VTp06Kc7Ozoqzs7PSoEED5fnnn1fOnj1b4DXp6enKK6+8ojRr1kxxdXVVnJ2dlWbNminz58/XaZeUlKQ8/vjjioeHh0KeTRzUarXyzjvvKIGBgYq9vb3SokULZe3atQa/Pvv27VNatmyp2NnZ6Xzv8n+Ntm3bpgwePFipVq2aYmdnp1SrVk157LHH9JaNWr16tdKwYUPFxsZGZ1kwQ/fOyspSPvzwQ6VBgwbajSr69eun3ajC1HsW9DX09vZW3nrrLb26U6dOKYASEhKiUz5nzhwFUKZPn64tU6vVStWqVZUPPvjA4H1yNnHw8PBQHBwclDZt2hRpE4fvv/9eadGihWJvb694enoqXbt2VbZs2aKt/+uvv5R27dopjo6OSrVq1ZRXX31Vu1RW3te+oX83OfJu4tC0aVPtv4X8m5koimYps9dff12pU6eOYmdnp3h7eysdOnRQPvroI+1SRXkX8M8v/7//rKws5YUXXlB8fHwUlUqlfU0V1kde/fv3VwBl3759hbbLy9jrSlE0y8XNmjVLqVWrlmJra6vUrFmz0E0c8jO0+cG3336r1K5dW7G2ttb5/hTUR05dYZs4eHp6Ki4uLsoTTzyhsyyVomg2q3jttdcUb29vxcnJSenTp49y4cIFvT4Li62gTRyeeuopxdvbW7Gzs1OaNGmit7yfqa+B6Oho5fnnn1caNGigODs7K+7u7krbtm2V3377zeDXI6+CXjuKonmdTp06ValWrZpia2ur1K1bt0ibOOzdu1fp3bu39udr06ZNlXnz5um02bp1q9KxY0fF0dFRcXNzUwYNGlTgJg7F/f2WsxRY/n+LBW3DbOh+pn6/jxw5ojz22GNKQECAYm9vr1StWlUZOHCgcujQIZ1rIyIiFEDZunVrAV+9ykOlKCV4+kYIISzgrbfeYtGiRZw/f77YWygfOHCAtm3bcurUKaMrG5RXQUFBNG7cmLVr11o6lCIbOnQoJ06c4MKFC5YORYj7wpQpU9i9ezeHDx+u9CO3MudWCFHhTJ06laSkJL2HJYrqnXfeqbCJbUUWFRXFunXrTHqQTAhRcjExMXz33XfMmTOn0ie2ADJyK4QQFVRFG7mNjIzkr7/+4rvvvuPgwYNcvHhR+9CbEEKYi4zcCiGEKBO7du3iySefJDIykh9++EESWyFEqZCRWyGEEEIIUWnIyK0QQgghhKg0JLkVQgghhBCVhmziUIDo6Gg2bdpEUFBQme4dLoQQQgghTJOamsqlS5fo06ePdqMTSW4LsGzZMl544QVLhyGEEEIIIYyYN28eEydOBCS5LZCTkxOgWSy+KPtNR0REMGLECJYsWUJISIhcJ9eVq+uKe21F+fzkuop9XXGvrSifn1xXsa8r7rUV5fOrqNetX7+e6dOna/M2kOS2QPb29gDUqlWL0NDQIl8fEhIi18l15fa64l5bUT4/ua5iX1fcayvK5yfXVezrinttRfn8Ktp1ERERQG7eBvJAmRBCCCGEqEQkuTUzf39/Zs6cib+/v1wn15XadSVRnHtWlK+LXFc+risJeX3KdaV9XUnI67NiXCebOBRg6dKl2jkdTzzxhKXDEULHkSNHaNmyJYcPHy7222pClBZ5fYryTF6flYuhfE1GboUQQgghRKUhya0QQgghhKg0JLktQM5CwDn/F6I8scRcMyFMJa9PUZ7J67NyMZSvyZzbAsicHCGEEEKI8s1QviYjt0IIIYQQotKQ5FYIIYQQQlQaktwKIYQQQohKo1wkt2fPnmXevHmMHj2aJk2aYGNjg0qlYs6cOSXqd+vWrfTv3x9vb28cHR1p0KABb775JklJSWaKXAghhBBClCc2lg4A4KuvvmLu3Llm7fPTTz/lxRdfRKVS0blzZ3x9fdmzZw/vvPMOv//+O3v37pWVEIQQQgghKplyMXLbuHFjXn75ZZYuXUpERARPPvlkifo7evQoL730EtbW1qxbt45du3bx22+/cfHiRXr27MnZs2d55plnzBS9EEIIIYQoL8rFyO24ceN0zq2sSpZzv/vuuyiKwlNPPUW/fv205U5OTixcuJDatWvz+++/c+bMGRo0aFCiewkhhBBCiPKjXIzcmlNGRgbr1q0D4PHHH9erDwwMpGPHjgCsXLmyTGMTQgghhBClq1yM3JrTuXPnSElJAaBVq1YG27Rq1Yo9e/Zw9OjRsgxNCCGEEKLSupOQxmfrIrC3tcLexgo7W2vq+LkyqGXNMo2j0iW3kZGRAHh4eODq6mqwTc2aNXXaCiGEEEKIkrmTkMbnGyJ0yvq3qF705Pbqf7B7LWnePvzauArRmQl09GhEO48Qky6vdMltYmIiAM7OzgW2cXFxASAhIcFofxEREQXW+fv7y97UQgghhBBAeqZar8ze1tr0DrLSID2R9FHtsb9zm+0NqjD6ac2Wus85PYCdU6reJYbytEqX3JrbiBEjCqybOXMm4eHhZReMEEIIIUQ5lZaZrVdmb1OEx7tOfQVrX8T+jua0/5kYbdX8+fOZ/8srJnVT6ZLbnKkIycnJBbbJ2cTBzc3NaH9LliwhJMTwMLiM2gohhBBCaGRk6Se3dgWM3N5Mv8vvt/aSqk4nNjOJU5F/0zn5JC/ZAM3g+jV7dtf0YGjVjrSwDqLhFF9qvVxVr5+IiAi9gchKl9wGBQUBEBcXR2JiosF5t1evXtVpW5iQkBBCQ0PNGaIQQgghRKWTnqkm2zOGjBaHUbvFo9hkMd8+g68267ZTUHTOn9t7lVUrz/DK63XAFegA0/wbMq33HzzmElTkOCrdUmD169fHyckJgEOHDhlsk1MuSasQQgghhHkkZaaT1nU72dVuoLgkg0M6qBTy/5ff6EM3AKh+O5Oc6rHV+9KoGIktVMKRWzs7OwYMGMDy5cv5+eef6d69u0795cuX2bdvHwBDhw61RIhCCCGEEJXO1fRbmqT2HlWyE/72XtTwMvyQf33nmvT0bEazuw8BMGVDGgzW1HXzbFbsOCpscvvFF1/wxRdf0KZNG3788UedumnTprFixQoWLVrEsGHD6Nu3LwApKSmMHTuW7Oxshg0bJruTCSGEEEKYSVTWHe2x7Ymm2B8L5fkhjXmjXdOCL4qLgWTNs1B4uQO3ShxHuUhujxw5wnPPPac9v3jxIgALFixg7dq12vKVK1dqH+KKjo7m7Nmz+Pn56fUXGhrKxx9/zIsvvkj//v3p2rUrVatWZc+ePURFRVG/fn2+/vrrUv6shBBCCCEqr5TsNK6m3UFB4Vzydb5NX6Kts0rWjNYW9ECZ1pULuce2JU9soZwktwkJCfzzzz965deuXePatWva8/T0dJP7nDp1Kk2aNOHjjz/mwIEDJCcnExAQwOuvv87rr79e4AYPQgghhBBCl1pRszf2JO9f+o1DCefIVtTEZyWTpeivkACgupfcGl0KLG9y6xCfe+xep9ixlovktlu3biiK/gTjwoSHhxtdY7ZXr1706tWrBJEJIYQQQlROp5Mu88WV1dzNSiRbUROVflfzyJcCl9NucSM9xngn+XS7cJfhh6NxiExHpbai7R8+8I87TP8arO+N4manw7Y1sG8TnDuee7E74NseWv0PqrYs9udVLpJbIYQQQghRNv5LiWLMqY/ZFXvceOMCBDtWw8nansYuQdhZ2VDF1o2Ek9Z88s3zuGZnAJc1DXPy4ze/hGub4NinYGUL5xrD79/pdvrgEmj/RLFjyiHJrRBCCCHEfWT6hcVGE1trlRUNnGriauOkLfOydaWxSxAj/HvSxLWW3jXfb/7lXmJrwK9NIOFc7nlqvo2wmraFto+Z/DkURpJbIYQQQoj7xITTn/HzzR3a82dqDGRSwBCcrO3xsXPHwcpOW2elMjBf9soF2H8EOniDc57nl67+R73jG7WnC/16YN1AzeP+h7HLToT4c6C6V+kWDJ36wfCpmnNrawiqD1bm2X5BklshhBBCiNKUdhfiLxhvp7KCqq10yxIiIfWO4fZ52XuCR13dsuh/Ic9I6t64kxy98Aut751382zKB1XagZUDOObZ2jYrFWJO6N/j0n/w9OOgKLB4OdQIAO9mYG0Pf2+m0/7cpVlHNdmJTR217vXVukKzqRA4EKyMrKJQApLcCiGEEEKUphu7YOODxtvZOML4FN2yI+/B6W+MX1trCPRbqVu2YQgkXtaedgIO5K2/dgBOfAddv4ZGE3LLE6/A72317/Ev2h3EWPow1AFGRIJbkG47a7Dx0yS2apUtVnUfhWZTwKdsdoaV5FYIIYQQohLKVhSKPT6qAFn5yuLyHNvmq2vajj86TcQ2+m8GNT7MXXsXFl7vSeeHZtGuRfF3GysOSW6FEEIIIcwhKw3+fhU8Q6Dxs7nlbsHQZJLx663yZ4xA9R5g7VDoZdmKmkyvEDKzUkhXZ3Iy6RKXUm9xx9EVO+uaOm1tVdaMqd5XZ24tXo11O0wHVnnCzdiCb9rtaXBxBLt7824bNGd9s8e4dsKDjQmhLI9sT6ranq0u1QqNvTRIciuEEEIIUVJx52DzI5p5rtb24NdBMx8VwLspdJ5bvH7rPqL5yGfx9c3MvbKSyNSbJGenkXXjLNxYpdvIvRqQm1xaYcWXIRNxqDmw8HsmZUG3x+HyOfh7i3591WrQdwGoVDrF6ZnZ/JUYwl+JIdoyO5vSm1tbEEluhRBCCCFK4uxPsOtZyEq+V6CC2DO5ya2Z7bp7nKdOfWRSW187T96vO5Y6TtUJdvLHz97L+EV1GsGbX8BvC0Cd76EwB0d4YrJeYguQkaXWK7MztkNZKZDkVgghhBCiODKTYPfzcDZ3lQA8Q+CBX6FKk1K77dKobTrnTV1qU9XOHdW9hLOqnQchzgHUcapG3yqtcbd11u/kx09h20pynxDL48NfNaOzwydoPkyUla2f3NpY6yfBpU2SWyGEEEKIoor+VzMNIS7PxgQhY6HTXDCUTJZAtpKNWslNQnfEHtMeJ/VYjbONY9E6vHQOPnyx4Pr0tKKGCEBmtn6iLNMSyqGIiAjtsb+/P/7+/oW0FkIIIUSld+sfWNUVstM157Yu0O0bqGueHbZyXEy5wSvnvmXdnQNkKJl69e3cQ4qe2AJcOGmG6PRlGhi5tS2FkduoqCiioqIA3TwthyS3RowYMUJ7PHPmTMLDwy0XjBBCCCEs7/L63MTWJ1QzDcG9jtlv8/K5b1h1e1+B9R09GhWv470bco/fXQJ98z2wZl280VbDya3559wuWLCAWbNmFVgvya0RS5YsISRE89SfjNoKIYQQAjs3cA3UHHeaWyqJbaY6i3/iz2jPO3g0xIrcRDHQsSqvBj1cvM7d8jxUVqs+2JgnHcw08ECZTSkktxMmTCAsLAzQjNzmHYgESW6NCgkJITS0bHbUEEIIIUQF0PwlzYeZJGQl82/CRW5mxHI66TK/3trFmeSr2vrOHo3Z3eYTs92PVl1g0QdQLRDqmu/BN4Mjt6WwWoKxaaKS3AohhBBClIGrabeZceFHLqbc4GZGLJlqzRZgtzLiSFWnF3hdG/cGhXeclgoXT5sWRL0m0LAVzF8PLTqCnb2p4Rtl8IGyUhi5NUaSWyGEEEKIMvB8xBesubPfaDsVKkLd6uBs7UCAQ1VeDnqo8AtuXIJHW5kWxObL4B8AnfuZ1r4IDE1LsLWRpcCEEEIIISqd2+mxrI8+oD13srLH1cZJc2xtT3v3EJq7BuNr70l3r2bUdKhqqVCLLf86tyoVWFvJyK0QQgghhGVdWgMbhxVcr763LFetIdA63KSdyJbd3Em2okn+pgY+yMf1Jmg3XSgSRYFJQ8CvJjRpA2Ejwc0THn3etOudXIp+TxNl5EtuS2OlBFNIciuEEEKI+9fVrZptc63sIPDeW/WKkpvAFiZyFbSabtJttt49qj0eU61P4Yltehr0rmm4TlEgLuZe7Bc1ya23n2a7XAvLPy1BklshhBBCiLK26xlIuAgO3jDmjqbMzl2zfq0xNfuAdwuTbnM04QIA7jbONHIJMn5BbLTxNsENTbp3Wck/LaE0NnAwhSS3QgghhBB5Ve8KDx82W3e302O5lq5JVlu41jE+HUGlgprBhbepFgRPTDJPgGaSf7UEWwtsvQuS3AohhBBClKqjiRcB8I9PY+bOf+GPJwtuPOxpzTq06y+UTXBmlH+dWxm5FUIIIYSoRE4mRjIn8md+vbkLgHfWX6DboajCL2rTQ5PcVjCKopAhc26FEEIIISqfd/77ha+vreVq2h2d8lbXEi0UUenLVutv4FAaW++aQpJbIYQQQpS+O0dg93PQ7VuokmfL18g/YZ8JW9naecDDB3XL9r2iWbHAmKBB0DHf9rW/t4O0GM3DZCWkKIp2h7FF1zfz5oVFem28rFxoEHtvBYaawfD1RsOdeVW89W2h7LbeNYUkt0IIIYQoXXHnYE0fSIuG7HzbzGYmQrwJ80vtvfTLUm6Zdm3KLf2yhEhIvZ17butsvJ97bqfHMv70Z1xO01x/LS2a6Mx4g22fqtaHD+s9TRUbF/jpGFy5AIoaAuqYfL+KoLxsvQuS3AohhBCiNCVH5Sa2APHnoWqerWKt7cGhivF+7D31y2xdTLvW1sDGBfZeoGRrjm2cNZsxFOJ88nU+uryck0mX2Bd32ugtH/LtzLKmb2CtyrNiQEgLzYcFZWapUSv6iWhJpaRn6ZVZYutdkORWCCGEEKUlPR7W9oXES5pzryYQ0E+3TfBDmo/i6Dpf81Ecj0cYbZKYlcJLZxew+s7f3M6IM9jGCiscrGxp4FwTD1sXXKwdGV2tN0OqdizeDmSl5Gp0MmO/3sc/56NLJbk1RObcCiGEEKLyyEqDDYMh5rjm3DUQBm0Eew+LhlUUz0d8wU9RWw3WOVs78Gn9Z3i6Rn/jHcVGw+Xz4O4FVauBs6uZIzXuue/28/e5O8YbmpGsliCEEEKIykGdDVufgBuaJbBw8IZBm8G5mmXjMoGiKMy7soqfb+7gn/gz2vJ27iGE+bTjuZphuNo4okJl+sjsgR3w8nDN8csfwSgTHqAzs31lnNgCuDnalvk9QZJbIYQQQpiTosCeifDfH5pzG2cYsA486lk2LhO9eWER70Yu0yn7pP4EpgYOK36n8Xdzj90MzB0uZWq1/hq0ZWFAaI0yvydIcmtURETunBx/f3/8/f0tGI0QQghRzh1+G059rTm2soG+v4NvG8vGZKLdd4/rJLa+dp68EvQwkwOGFq2jHz+FjctAfS+hjL6ZW+dmYNWHUmZoDVpbayuC/UpneoS7ky0PtQ3kyS61S6X/qKgooqI0m2HkzdNySHJrxIgRI7THM2fOJDw83HLBCCGEEOWdjaNmdYLMJOi+CAL6WDoiky28nrv27KN+3fi5yetFfyjs1nX46CXNCLYhVcp+Hdsstf6obR0/Vw68O6DMYzGHBQsWMGvWrALrJbk1YsmSJYSEhADIqK0QQghhTPOXoO7jcPNvCH7Q0tGY7ErqbZZEbQfAycqexY1fLt5qBzev6ia21veWAlOpoFN/aNrODNEWTZaBNWhtrMvPSg5FNWHCBMLCwgDNyG3egUiQ5NaokJAQQkNDLR2GEEIIUXE4+1eYxDY+M5lBR6ezJ+6ktqyjZyPsreyK16FfTXj1U80826ZtoYvlR0ezDG2Na2WZlQzMwdg0UUluhRBCCHHf+uHGZp3E1snKnlnBI4vfoW91eHJKyQMzoywDW+NaV+CRW2MqbtouhBBCiPLh4GzYOwXS4ywdSZEdSczdvreTR2POd1pMe4+GFozI/Aw9UFaRR26NkZFbIYQQQhRfwiU48g5kp8PF5fD4ebB1snRUJvs38SIA1iortrR8DwfrQqYjJMbDhZMF1+fw8IZa9c0UYckZTG4r8citJLdCCCGEKB5FDX+9qElsQfMgWQVKbBVF4WKKZkmpWo5+hSe2ABFHYGyPwts4OMLXmzRzbx0cNQ+SWZihaQk2VpaPq7RU3jFpIYQQQpSepGuw5gGIXKk5d/SFVtMtG1MRxWclk5SdCkCgg695Ok1LhdFdoHMV3c0bLMjgA2UW2hq3LMjIrRBCCCGK5sJy2DUB0mNzyzp/DnZuloupiOIyk3jj/Pfa8wAHE9af9atp2ta5VlbQdRB4VClBhOZjaOTWqhKP3EpyK4QQQgjTZCTAnhfg7I+5Zc7VoecPUKOn5eIqouiMeNofmMyFlBvaspoOPoYbfzkTfp4HS/dDUD14+aMyitJ8DD9QJsmtEEIIIe5n6iz4vR3E5tnuNHg4dP0KHMp+S9niyFJn88vNHUw+8xWxWYnackcrex727ax/QWI8LHhLsylDXEwZRmpehjdxqLzTEirvZyaEEEII87GygUbPao7t3KDnT/DAsgqT2KZlZ9D/6JuMPPmBNrH1tnVnVfNwbnZbRmPXWvoXXbmQu9vYwnfLMFrzut8eKJORWyGEEEKYpslESL4BjSaAW5ClozEqMSuFhKwUAD6/sootMUe0de42zmxu+S4t3OoU3MHV3DVwad6xtMIsdYYfKJPkVgghhBCV0eX1cOuAfnnydXDyhbZzcstUKmhfvkYwU7PTmfPfz6yPPkBsZhIKCrcyYslUZ6NGf8QSYFqtR5ga8CBV7T0L7/zaf7nHNYPNGHXZMrhDmWziIIQQQohK5+oWWDeg8DbVu5frh8W+urqGdyJ/Mbn9kKodeLfuWNMa372Te1y1WhEjKz9kEwchhBBCVH6KAvvfMN4uam+5Tm533D2mc+5n54W7jRNuNs7YWdnga+eJCrBSWdHKrR4vBAw2vfO869S6VYy5xYbcbw+USXIrhBBC3I8u/Ql3DmmOvZpAhw/127jVBo+6ZRuXiTZFH+LVc99xPCl36kB2741YqcyYtCXkSW7dK3Byq5YHyoQQQghR2fm2g6aT4eRX0O5tCOhj6YiKZObFH3US2weqtDRvYgv5Rm6NzM8tx2RaghBCCCEqPydf6PQZtHgNnPwsHU2RXU+L1h4/Va0Ps+o8af6b5Kxt6+QCtrbm77+MGJqWIA+UCSGEEKJycva3dATFcjdTs1ZtI+dAvm9swpa4xeFXEzLSwNG5dPovI9mGpiXIyO39KyIidycWf39//P0r5g8BIYQQ97msNM2yX5mJUPtBsHO1dETFlpadQYo6HQAvWzN+Hjv+hLu3NfNrO/eHbzabr28LMjxyW3GT26ioKKKiogDdPC2HJLdGjBgxQns8c+ZMwsPDLReMEEIIUVy7n4MzizTHKVHQ5AWwrZgjknm3zjVrcvvzPNi/VXO8Lw7sHczXtwUZfqCs4k5LWLBgAbNmzSqwXpJbI5YsWUJISAiAjNoKIYSouG4fzD3e/zrEnoGeiy0WTmGi0mOISr9bYP2ppMvaYy9bN/PdOOcBMmtrcDFjvxZmeCmwijtyO2HCBMLCwgDNyG3egUiQ5NaokJAQQkNDLR2GEEIIYT69f4agQZaOwqA3zy/i3chlKOgnZIZ42rqY7+Y5S3+5eWp2Y6skDG2/W5EfKDM2TVSSWyGEEOJ+YuMMdR+zdBQGbY4+VKTdxgBau9UzXwAJsZr/V+A1bQ3JNrD9bkUeuTVGklshhBBCWFy2ks3L577Vnj9QpSV1nAre8tbF2pF27g0Iq9q+5DfPyiJhyXzcEuMBOB5vxbjX15W833LiblK6Xpls4iCEEEIIUQpSstNYfH0zn1z+g4upNwDwsHFhTYvZ2FmV0dqyG37B7ePJ2tOobAcirseXzb0tRLbfFUIIIUT5oyhw+xBkJujXeTcHhyq553k2PShPPrq0gpkXf9Qp+1/tx8susQWSD+wh77oRa9xbldm9LcXe1trSIZQaSW6FEEKIimrXs3B6geG6QZuhZu/cc+vyuazV7tgT2mMblTVfNHie8TUGlG0QVy5oD3vUC+egc92yvb8FtK/rbekQSo0kt0IIIURFdXWT6W07z4P1g8CzQenFUwxnkq9qjxN7rMbB2q7MY7g96Bl+jPKmZkYMB53qlPn9y5K/pyPThjQhpIaHpUMpNZLcCiGEEBWdjRM0m6pb5lZL99y9LrSZA/WeKLu4jEjKSuV6uma6RAePhhZJbAHuhvbkI78snbLBrWvy7QQzPKxWzjjYWqOqRMucGSLJrRBCCFHR2bpC2zmFt/GsD63eLJt4THQu5Zr2uL5TTYvFkZGlv1SWk501jnaSJlVE8l0TQgghRKlLzErhj1t7OZ9yXVt2Nm9y61yjdANIiIMJD8CZo7llWVnw4FgyH56t17wyryZQ2UlyK4QQQlRUQYMg9Q7YuVs6kkKdS75G14MvczOj4C11Sz253bgMTh7UL/9jIR3XLOGRamP41auTttjORpLbiqpcfeeWL19Ot27d8PT0xNnZmWbNmvHBBx+QmZlZ5L6Sk5N59913adWqFW5ubtja2uLn58fAgQP5888/SyF6IYQQoox1/hwe+AW6fW3pSAo057+l1P9rTKGJbRVbN7p6Ni3dQC6dyz2u1QAattR+3Gw9gHXuLXWaS3JbcZWbkdspU6Ywd+5cbGxs6NGjBy4uLmzfvp3XXnuNNWvWsHnzZhwdHU3qKyYmhi5dunD69GlcXFzo0KEDHh4eXLhwgXXr1rFu3TomTZrE3LlzS/mzEkIIIe5ff8edZvqFH7TnPrbufBEykSq2btoyFdDSrR7uts4GejATRYGfPs09/2Yz+OXO8T108CpJ8/boXGJrXXnXga3sykVyu2rVKubOnYuLiwu7du0iNDQUgOjoaHr06MHevXuZPn06H330kUn9zZ49m9OnT9OyZUs2b96Ml1fuHtHr169n8ODBfP755zz22GO0a9euVD4nIYQQ4n73/fXcpcraujfg+0Yv0dAlsOwDOZwncbW1g6rVdaqzsvUfKLO1qdwrClRmRsfcs7OzSUhIICtLd4mM1NRUZs2axdChQ5k6dSo3btwodhDvvPMOANOmTdMmtgDe3t7Mnz8fgC+++IL4eNO2wtu+fTsAr732mk5iC9C/f3+6d+8OwN9//13smIUQQgiLunsa4i9aOooCZagz+f3WXgCcrR3Y1vJ9yyS2AA6OMOQpzXGdRmClm/5kGEhu7eSBsgrL6Mjt7NmzmTNnDjt37qRz584AKIpCt27dOHToEIqioFKp+OOPP/j333/x9PQsUgDXr1/n4EHNBO/HH39cr75Tp07UrFmTq1evsn79eh577DGjfTo4mLYLi7d35d2dQwghRCV3YDr89wdUaQb914Cr5ZbSMmRv7ElisxIBCPNpj7ONaVMLSywpAXas1vwfoEkbaNxa8/H6PHDSn/5gaCkwWxuZllBRGf2zZNu2bfj5+WkTW4A1a9Zw8OBB6taty2effcYDDzzAtWvX+Pbbb4scwNGjmiU5vLy8qFWrlsE2rVq10mlrTL9+/QB4//33uXtXdwL7+vXr2bFjB35+foSFhRU5XiGEEMLiMpPhygbNccoNcK5m2XgMOJF0SXvc06t52d141nh4YyS8M1HzsXdjbp2BxBYKmJZgLdMSKiqjyW1kZCQNGuhu1bd69WpUKhVLly5l0qRJrFmzBh8fH1asWFHkACIjIwEICAgosE3NmjV12hrz2muv0adPHw4fPkxgYCB9+/bl0UcfpVWrVgwYMIC2bduyc+dO3N3L99IpQgghhEFXNkFWqua41hCwKn+jjAfiz2iPQ1wK/h1vdv9sK/IlhkZuZbWEisvotISYmBj8/Px0yv766y+qV69Oy5aaZTNsbGxo164d+/fvL3IAiYmatyycnQt+StLFxQWAhIQEk/p0dnZmzZo1vPHGG3z88cds2pQ7ob1KlSr06tWL6tWrF9JDroiIiALr/P398ff3N6kfIYQQwmz++z33uPYwy8VhgKIozLz4Iz/f3KEtC3Eu5eT2WiQoakhJhljNdr7UaQxjXoP6zYxebji5LX9/MNyvoqKiiIqKMlhnKE8zmtza2NiQnJysPY+NjeX8+fMMHz5cp52rq6vJD3yVtqioKAYPHszx48eZM2cOjz32GFWrVuX06dP873//Y9asWaxatYo9e/bg6upaaF8jRowosG7mzJmEh4ebOXohhBAin5t/a6YhxJ2H+PMQc0xTbucO1btbNrZ8fr+1h7f+W6o9D/Npj6dt4b9rS2x4C0jMl4M0bQuDCv4dnlemwdUSZOS2vFiwYAGzZs0yub3R5LZ27drs378ftVqNlZUVa9euRVEUOnXqpNPu9u3b+Pj4FDngnOQybwKdX1JSEgBubm4Ftslr1KhRHDx4kA8++IBXXnlFW966dWvWrl1Ly5YtOXbsGB999JHRL9aSJUsICQkxWCejtkIIIUosPS43aY0/rznu+hXY5UkIb+yCQ2/pX1trCFjblVWkJlkfnbsLWO8qoXzf6CXLBNKolclNMw09UCZzbsuNCRMmFPicVEREhN5ApNHkNiwsjHfeeYfBgwfTq1cv3n//faytrRk0aJC2jaIoHD16tMAksDBBQUEAXL16tcA2OXU5bQtz/fp1tmzZAmBwZQVbW1seeughTpw4wdatW40mtyEhITrLkwkhhBDFkpkCl9boJrHx5yEtWr9t85fAp0XuuXu9PJUqcA0En1BoYyDhtbDbGXHa458av0YVO9MGpkrkgeGQlpJ7HlgPBo82+XKZc1u+FXUaqNHk9tVXX2X16tXanb1Asx5t3gfA9u7dS3R0tN5orilatND8442JiSEyMtLgigmHDh0CMCnJvHLliva4oJHenAfJ8q+kIIQQQhRbZjLEX8hNXL2bQ2C/3HolC7Y8alpf8ed1k1v/TtBvNbjXBffaYG1v1tBLKiktk5R0zXr4N1I1v1tVqMhOteV2WmqR+lLFx+D29tNYXzlfcCNFIb3bUJInzNKsWTvVwI6jaQqYeO/4lAy9MtmhrOIymty6ublx4MABVqxYwa1bt2jdujVdu3bVaRMTE8PkyZP15uGaokaNGrRu3ZqDBw/y888/8+abb+rU7927l6tXr2Jvb0///v2N9pf3QbF//vmH3r1767XJefCtoKXHhBBCiALFX4SYExB/Tnc6QXK+zYxCxukmt3Zu4OgLqbdyy5yr3UtY64JH3dxj9zq6fTlVhVrlb/nK+JQMxsz/i60nbqJWFACSh0SBCyhpdtSf9GeR+5x6aw2zb2w02i5+2QIiV/3J51UH8KdH6yLfxxgZua24TNp+19HRkSeffLLA+iFDhjBkyJBiB/HGG28wdOhQ3nvvPfr166cdoY2JieG5554DYOLEiTpLd61cuZLXX3+d6tWrs21b7rIfAQEB2mR58uTJrF+/Xmc6w5IlS/j1118Bw5tGCCGEuM9lp0P8f5qENSUKGk3QrT8YDueWGO8n3sDIY4cPwcZJk7y61wHbglcKqgg+WH2Kzcd1n2JX7NMAUKWbtqFSft9692KnayO+v/QlddJvEmPtUmBblaJwyKl2se5jjMy5rbiMJrc9evSgb9++vPrqq4W2++ijj9iwYYNOommqIUOGMGnSJD7//HPatWtHz549cXZ2Ztu2bcTFxdGxY0feekt3XlF8fDxnz54lLS1Nr7/vv/+e7t27ExERQUhICO3atcPb25uIiAhOnToFaFZBeOKJJ4ocqxBCiEpAnQUJ/+k/yBV/HpKuaJaVAkAF9UeBTZ5Ezb2ufn+OPuBWR3f01auRfrv6BQ8UVUT/XLijc652iwNbzfQEVZppya1rdgrjordRLeMuB5zrsNyrI0edatOi4cfmDrdIPF3K19QPYTqjye3OnTtNepDr7Nmz7Ny5s9iBzJ07l44dO/Lll1+yb98+MjMzCQ4OZtq0aUydOhU7O9OfBm3cuDEnT57k008/ZcOGDRw8eJD09HQ8PT3p06cPY8aMKdYUCiGEEJXE7YPwRwcTGiqaJNirYW5RzXvT3TzyTCGw9yiNKMu91PRsnfOMhqe0xzZRpu2aNvnWOl67tQoAByWD5V4dzRZfcQX5ONMs0NPSYYhiMmlagikyMzOxsirZ/JThw4ebnHSOHj2a0aNHF1jv6+vLe++9x3vvvVeimIQQQlRChkZfQTMvNv8cWCfdjYzwa6/5EKRn5Sa32Z4xZNXRTMWwzrKjXUZnbOoYH5jqdf2y9ri2QxZt6nibP1ATqVTQsIYHLw9qhI21zLmtqMyW3J44cYIqVaqYqzshhBCi9DhUgfojwbmG7lQCRx9NhiNMkp6pSW4V+zRSe27Wlj9fuz9z+w80fNGh3ZCSmHu+K/cBuy4Lf2Jb9aDSCFXcRwwmt2PGjNE537t3r15ZjqysLE6fPs2///5b4AK7QgghhEUlXdM8yOXgpTlXqaDnD5aNqRJIv7c+bEaD0+CQDoCLtSMvBhayJfA7E+H8Cf3yRq1AElthBgaT28WLF2uPVSoVFy5c4MKFC4V2VK1aNd5++22zBieEEEKUmKKGLY9r1qDt/h0EGl9WUpgmPVONolKTWe+MpkCt4kjH+QQ6+mrOTx2CakHgUcX4iHho51KNVdw/DCa3ixYtAjQ7j40ZM4ZOnToxduxYgx3Y2dlRo0YN2rVrh62tbelFKoQQQhTH8bkQtUdzvGci1Igod5sgVETr7xzges9lZLvGa8sc79SgrnN1yM6G1GR49N76s+17wzf3pi08NhHu3tbtrIov9NffVVSI4jCY3I4aNUp7HB4eTrt27XTKhBBCiArhbgTsf/3eiQq6L5LE1gy2xxxl0NEZqF11t631vN4Q3p0Ev87XJLg5fPKsnPDw+DKKUtyvjD5QdunSpTIIQwghhDAzdRZsH6XZlAGg6WSo3rXwa4RRakXNlLNfo+ZeYpthi/VtP2wuB1E3zhe2v6x/Ub0mZRukuK+ZbbUEIYQQolw58r5mPVsAj/rQ7h3LxlNJrLmznxNJkQBYxVTBceMAVIpm2axgpzxbEFetrnlALLAePDjOApGK+5Vecvvjjz8CMHToUFxdXbXnpho5cqR5IhNCCCGKK/oYHJqlOVZZaVZGsHG0bEyVxKrb+7THdiebahNbgFppN3MbjnwRRr1YlqEJARhIbkePHo1KpaJdu3a4urpqz00lya0QQgiLys6AbSNBnak5b/Ea+La1bEyVwNW02yy5sY3FN3LXs7W+5avTJiA1T3IbUKesQhNCh15yO3LkSFQqFe7u7jrnQgghRIVwaDbEHNccezWB1jMtG08lEJORQLN9zxKblbv5QhPHYCIzHHTa1UyOyj2R5FZYiF5ym3eNW0PnQgghRLnmFgy2rpCdCr1+lNURzOCXmzt0EtvOHo2Z6fssQzio0+6PFiPpPnECXL0ANWqXdZhCAPJAmVERERHaY39/f/z9/S0YjRBCCKNCnoIaPSDqL/BubuloKqSE1EymLj7AxhNXiKl3kPSGJ7V1Tnu7c+JqEMOUQ3rX3alSC/p2KctQxX0oKiqKqCjNuwR587QcktwaMWLECO3xzJkzCQ8Pt1wwQgghTOMaqPkQRm0/GcX2kzdJz8xdl/brLecAyGh0nIw8ia3VXS+sLgWShWKwLwdbK4PlQpjTggULmDVrVoH1Jie36enpHDp0iOvXr5OWllZgu8r2QNmSJUsICQkBkFFbIYQorzISwM7N0lFUOD/susjEhf8YrFOsssmscy63QK3C7lgLAJyy0wjIiNa7JjjdrlTiFCKvCRMmEBYWBmhGbvMORIKJye3nn39OeHg48fHxRttWtuQ2JCSE0NBQS4chhBCiIJlJ8FsLqNETOnwMdq6WjsgiTl2N489DV4lPyTD5mi83nS2wLrv6VRTXJACs4jxwXD8IldqaWum32HvmDdzU+gNdkdVHw7n6EFgX7B306oUwB2PTRI0mtz/99BNTpkwBoEGDBoSEhODmJn8dCyGEKCf2vQIJ/8Hp/zSJbu+fLR1RmTt4MZr+72wjLc/UgpJSuyRrj21PNyLAU/NHw6hLRw0mtgC1ti2GbYvhu23QtofZYhGiKIwmt5999hkqlYpFixZVulFZIYQQFdyVTXDqa82xjTO0ecuy8VjIt1vPmTWxBVBsc0eAVz7fn34+rTUn4evgwr2K3sPA1UP3wsZtoE13s8YiRFEYTW4jIiJo166dJLZCCCHKl/Q42DE297zDh+AebLFwysqdhDQ+XnOKU1fjtI917Tp9yyx9D2xZg9HdNF/D+QnX+DNVU+5l66I5yMyA37/LvWDWQnB1N8u9hTAXo8mtg4MDQUFBZRCKEEIIUQR7p0Dydc1xjd7Q6BmLhlMWFEUh7P3tnLwaZ/a+O9T3YdGzHXGwswZg6QngXnLrkZPcxkbD2GkQcwtO/COJrSiXjCa3rVq14vz582URixBCCGGayNVw9gfNsZ0bdF8I98FummdvJJic2P461fT1Zn3dHWkW6ImNde5SXnFZSdpjD5t7yW3VajDlXdiwDNr1Mrl/IcqS0eT29ddfp1evXmzYsIF+/fqVRUxCCCFEwVKjYef43PNOc8G1puXiKUMxSekmtZs2pDH9W9Qo0b3iMnOTW3cbZ9i1FpzdoFUX6PdoifoWojQZTW6Dg4P53//+x9ChQ5k0aRIDBw4kICAAKyvDCzUHBASYPUghhBACAEWB3c9C6m3NedAgqD/KsjGVoXQTHhrr3dSfiX0blOg+2Uo2/6XeBMDByg6HmGiY8iBMmwstO98Xo+Si4jKa3AYFBaFSqVAUhY8//piPP/64wLYqlYqsrCyzBiiEEEJoZaVoRm4B7L2g2zf3VaJlaEWEJzrX5o2hTQBwdbTF07lkGymkZKfR9p9JXE/XfJ1rOfrBmX8hKxMunYVVi2DomBLdQ4jSZDS5DQgIQHUf/eAQQghRjtk6w+BtcOJLcPYHJz9LR1SmMjLVemU+bvYEeDub3omiwNljcPUiBNaDek1y69Rqjv/xEfUu/0O9e0VTAzrC6VWakyVz4a1FxY5fiLJgNLm9dOlSGYQhhBBCmEhlBU1fsHQUFmFo5NbexrponexcA5MGa46fegVe/EBbNf/yap6bPZ3fdS44rnt9QJ2i3U+IMmbS9rtCCCGERSnKfTX9oCDpWfojt/a2RUxud6/LPY66gqIo/HJzB59e/oOjsWd4rrBrXT2gXtOi3U+IMibJrRBCCMtKjYZzSwuuT74GZxZDnxVQvWuZhVUeGXqgzMHW8APeBbp4Kve476P8cXsvT5x4D9A8O/PywLoAPOHfgxZueUZpVVbQqS+4uBU5biHKktHk9sqVK0XqUFZLEEIIUaDrO8G3Ldg45pal3IS/phi/dnU36P0z1H2sdGKrAAxOSyjKyO1378HRvzTH7l4oPQbzwT+TtNWKlYrdg/uwvdUHuOT9HglRgZi8WoIpZLUEIYQQBkXtgwPT4fp26PAxNH+x6H24BkHA/b3eerqBB8pMTm4VBb5/T3t6JyiQcf+GcyDhLAABDlU51eFbSWpFhVfs1RLUajVRUVHaZDYwMND80QkhhKjYbh+GAzPgyvrcsiPvQsOnwc5Vc+5SA3r/Ung/VjZQrSvYe5RaqBWBoWkJ9jYmTkuIjYbEeO1p7572HLvzt/b83bpjJLEVlUKJVkvIyspi48aNvPDCC3Tv3p3vv//enLEJIYSoqGJOwsGZ8N8fuuXudaB1ONg45ZbZe0Bd2fHKFOlZhubc5hm5/ekz2PoHoMCAETB8Qm5dnrm2v3VtxLHqrtrzqYEP8phf91KIWIiyV6IHymxsbBg4cCA1a9akTZs2tGvXjvHjxxu/UAghROUUdx4OhsP5XwAlt9wlAFrNgPojwdrWUtFVeAZHbnOS26v/wQdTcytCO+s2rFFbe/i3eyYAfnZe/Nv+K3ztPc0eqxCWYpbVEpo1a0arVq34+uuvK11yGxERoT329/fH39/fgtEIIUQ5lpkEy1tCZmJumZMftPwfNBwH1vaWi62YbtxNIfJOkqXD0Lp8J1mvzD5ntYSoy4Vf7FUVgBvVfVkaqvld9m2jKZLYigonKiqKqKgoQDdPy2G2pcCqV6/O+vXrjTesYEaMGKE9njlzJuHh4ZYLRgghyjNbF2j0DPz7ITh4Q+g0aPQs2DoZv7acUasVJi06wA+7Llo6FKO0I7fxd3MLJ78DT72q29DOHo5mMujAC9xJuogKFd09m5VdoEKYyYIFC5g1a1aB9WZJbhVF4fjx49jaVr63mpYsWUJISAiAjNoKIYQxLV7VzKFt8kLuA2MV0P7zdypEYgt5HijLm9x6+oB1vlUUVCr+iNnPkSTN51XfuQbO8gCZqIAmTJhAWFgYoBm5zTsQCWZIbqOjo/nf//7H+fPneeCBB0raXbkTEhJCaGiopcMQQojy5+xPYOcOQYNydw9z9IaWb1g2LjM4fjnW0iGYzM/jXoKaN7l19zLY9sWzC7THD/l2NthGiPLO2DRRo8lt7dq1C6xLTEzk7t27KIqCnZ1doUPEQgghKpH0eNg7GdJjwbc9DNlVqR4Uy8jWX0+2PHqgqT81qjhrTk4fzq0wkNzeSo/lctot7fnLgQ+XdnhCWESJlgIDsLOzo0uXLsyZM4c2bdqYKy4hhBDl2bFPNYktgEe9SpXYAmRk6Se3bet6E+xbPqZaWKlUNA30ZFTX4NzCzctzj930k9tjibnTLKYGPoi7rXNphiiExRhNbiMjIwuss7Ozw8fHBxsbsz2XJoQQorxLi4Fjn2iOrWw0S3xVMpkGktunutXhic4Fv5tpcf0fh/U/g6MzVA/Sqz6W+J/2uLlrsF69EJWF0axUdh4TQgih4+gHuct9NRgL7uU44SumTAPTEuxM3QnMUjo8AJ7e0GsYuLjpVf+bZ+RWkltRmcmQqxBCCNMlXYcT8zTH1vbQ6n+WjaeU5J+WcPLUZPxeVIOtkQR31kLoHpZ7fuIAPD/AtJtujAQnl9zzhe/DDx8Zv65Ra/hqPQwepfkwIFvJZnfsCQBsVTY0cK5pWkxCVECS3AohhDDuQDic+wkSItHuPNboWXCpYcmoSk3+aQleWUnYZ6SZcGGG7nl2FsRGm3ZTRdE9T0sx7drEOKNNfr25i2vpmr4eqNISO6vKNUdaiLwkuRVCiPtZejzERsDdUxB7WvORdBUeOZG7vBdopiEk5M7ZxMZZs0lDJZV/WsIlu6oEu1vhZGddwBX3OOZ7SMvOAWqaOAUg79cbNCsemHJt1ep6RYqicCjhHEcSznMm+SqfXVmprZscOMS0eISooCS5FUKI+0VaDFz8XZPA3r2XyCZfN9w2+bruqKxnQ80OZJ4NwashhIwDJ9+yibuspKbA4g/hygUevRBN61uJ/OHZjo3uoXQIeZe103rQtaFf0fpsGArrLxQvnhGTNR9FdC75GsOPz9F5gCxHG7f69K7SsnjxCFFBSHIrhBCVSeqd3MTVpxX4ts6tS4+FXROM92HnBknXdJPb+iMhZIz+6GJlsuIbmB8OQJt7H6cda7LRXbORj411OX+g7J7RJz8ymNgCvFbrkTKORoiyJ8mtEEJUNIoCqbdyk9i7pyH2lOb/aXnmaIa+oZvcutYCawfIvjd31N4TvBppRmNzRmQ9G4JzNf0ktpKtY2tQ3k0QDCj3qyUA19Lu8Hf8ae35jNoj6O7VDEcrO6o5VKGmQ1ULRidE2ZDkVgghyitF0UwlcPTWLd84FCJXG78+9rTuuZU19PgenPw0Saxj1co9EmuKzEz4ZxvExcDJg9riVx/+kU2n7nDXOnfTBrsKMHK7K/a49vjVoOHMqjPSgtEIYRmS3AohRHmQeCX3oa6cEdnY06CyhjExukmoSwHrjzv56Y7E+hiYW1n3sdKJv6Ka9yYs+lC3zLcGl1wD+M9e9+Ex2wowcnsw/pz2uIdXc8sFIoQFSXIrhBCWtuNpiPiu4PrUW5rENYdfO4g7ozuVwDMEHPS3XBVG1KwDg56ENT/llrXtQZaBTRxsK8DI7ba7R7XHrd3rWTASISzHLMnt/PnziY7WzPOaMaPybcMohBClJjsTIhYarnMN0iSumcm65XUfkxFYc8jKgofHQ79HoUlbzTQQVw/oMZiMeQf0mpf3ObeRKVGcTLoEQAePhnjZ6u9SJsT9wCzJ7bx58zh3TvNWiCS3QghRBNlpaDdFcK8DLaffG41toFl6S5SO/z0F9ZrCyKmarWofe16nOv8OZVD+R25zNmkAaOceYsFIhLAssyS3rVu3xs+viGv/CSGEgOz03GOP+tBAHgAqdXfvwOrF8PLHcP0SVA/Sa5J/Ewco/3NuYzOTtMdetq6FtBSicjNLcvvjjz+aoxshhLgPKeATqklyXYMsHcz94cq9TRXW/wzXI+GNeXpN8m+/C+V/WkJcVm5y62kjo/7i/iUPlBkRERGhPfb398ff39+C0QghKh1HH3i48PVVhfnEJmdwastfdAI4fZgtNbtz8I/jeu1uxKbqlZX3aQl5R249ZEqLqMSioqKIiooCdPO0HJLcGjFixAjt8cyZMwkPD7dcMEIIIYotLjmDXrM389CRfZrkFvj2vMKG2ydNur68j9zGZiZqj2XkVlRmCxYsYNasWQXWFym53b9/Pzt37uTatWsoikKNGjXo1q0b7du3L3Gg5dWSJUsICdFMzJdRWyGEqLg2/nudc1EJ1E6/pS37z870HbusrcrvhhfRGfFszbMMmKfMuRWV2IQJEwgLCwM0I7d5ByLBxOT24sWLjBw5kv379wOgKJone1X3FhVv27YtP/74I3Xq1DFb4OVFSEgIoaGhlg5DCCFEScTHEvDLe/zvxm3aJ50FQI2KS/amJbf1q7lpf+eVN/vjIuh88EWylGxtmadMSxCVmLFpokaT2xs3btC5c2du3ryJk5MTffv2pVatWgBcunSJjRs3sn//frp06cLBgwepXr26+aIXQojKLvoY7J0EVnZQ51FoONbSEVVOiXF02PUNHfIUXbf1It3Kzuil1lYqpg9rVnqxldDiG5t1Etvajv7UdpR3GsX9y2hyO2PGDG7evMmwYcOYP38+Pj4+OvXR0dE899xzrFixgpkzZ/Ldd4XssiOEEEJXWgzc2K05rtrasrHcZ9Z4tGJi3wY0DfQssI2dtRVt63pTo4pzGUZWNH/H5T5QMyt4JBMDwrC1kkdqxP3L6Kt/w4YNVKtWjaVLl2Jnp/8Xrre3N0uWLGHfvn2sX7++VIIUQohKK+86t9b2loujIkpJhnPHNDuL5RcXA1FXoO8j4OkN3n7Me/BzNh/TPGGdYO3IEafarG1eja4NK/Y67WdTrgIQ4hzAjOARRloLUfkZTW7v3r3L4MGDDSa2Oezs7OjUqROrV682a3BCCFHpqTNyj014i1zck5QAg+pD9M3C2737Akx5D8a+xr9+oeyMvKxT7WhXsUc409UZpKszAagi2+0KAYDRdU1q1KhBcnKysWakpKTIfFshhCgqGbktniN7jCe2OZq0ASA5PVuvysnO2pxRlbnErNz1eN1snCwYiRDlh9E/WR9++GHmzZvH9evXC0xer1+/zvbt25k4caLZAxRCiEpNktviadkFftwLSz+H2DsQUsCqNg1bQutuAKRmZOlVO9pX7JHb+KzcwSd3m/I7L1iIsmT0X/X06dPZuXMnPXr04OOPP2bgwIE69evWreOll16iadOmzJw5s9QCFUKISik7z7QE6/t4WsK7k2DNj5CtP7qq59VPYdg4aNFR82GiFAMjt84VPLlNyErRHsvIrRAaev+qe/ToodfIysqK8+fPM3jwYDw8PAgKCgI0S4HFxcUB0L59ewYOHMi2bdtKNWAhhKhU1HlGbq3u05HbjHTwqQa9H4Ld64xPN8jKLNZtDI7cVvBpCZLcCqFPL7nduXNngY0VRSE2NpbY2Fi9un379pXbBa6FEKLc0pmWcJ+O3NrZw7hpcGQvnD4MHlUKb+/uZbTLPRG3+HxDBFdjcpO/81EJeu2cKvgDZQl5piVIciuEht6/6h07dlgiDiGEuD/pTEuoQCO3mRnwzdtw8bTm3D8AXvlYt81Xs+H8CeN9dQ+DQU9CaCdYftR4eyMu3Uli6Ec7SM9UF9rOxlqFrY3R56rLtYTsPCO31pLcCgEGktuuXbtaIg4Ali9fzpdffsmxY8fIyMigTp06PPHEE0ydOhVbW9ti9bl69WoWLlzIgQMHuHv3Lh4eHtSpU4e+ffsyY8YMM38GQghRRL7toMU0zfQE97qWjsZ0a5fC17Nzz+s20W9zeDf8Y8JUtepBZgsLYOvxKKOJLYBLBZ9vG5eZxJvnF2vPPWTLXSEAEx4oGzNmDN7e3nzwwQelGsiUKVOYO3cuNjY29OjRAxcXF7Zv385rr73GmjVr2Lx5M46Ojib3l5GRwYgRI1i+fDmOjo60b98eX19fbt68yalTp/j8888luRVCWF71rpqPiibiiKUjKFBscobxRkDHBr6lHEnpyVRnMejoDC6n3dKWdfRoZMGIhCg/jCa3S5YsYfDgwaUaxKpVq5g7dy4uLi7s2rWL0FDNki7R0dH06NGDvXv3Mn36dD766COT+3z66adZvnw5Q4YM4dtvv8Xb21tbp1arOXDggNk/DyGEqNAUBY7+BZfOgo0thI3UrT+yV1MHcHRvbvnyo+Dtr9/fB79oHhYzxsm8I45pBh4cy8tKpaJDfR8+G11xtzt+6dwC9sad1J4/UKUlwU7VLBiREOWH0eTWz8+v1B8Ue+eddwCYNm2aNrEFzda+8+fPp3PnznzxxRdMnz4dd3d3o/1t27aNH3/8kcaNG/Pbb7/pTWmwsrKiXbt25v0khBCiotu1Fl4I0xw7uegnt3/+AL9/p1vm6Az1m4Gh3xNePqUTpxFpBqYkLHymAwNb1gA0c23tbMr3KgnX0u5wPS1ae64AF1Kucy7lOntjT7Ij9pi27n+1H+e1oEcsEKUQ5ZPR5LZ3795s3LiRzMzMYs97Lcz169c5ePAgAI8//rhefadOnahZsyZXr15l/fr1PPbYY0b7nDdvHqCZ6lAaMQshhNlkpWkSQys7wwliWTqy13ib/Nr3tnzc+aRn6q9n6+Zki1MFmGN7JOE8T538mONJ/5nU/qN643kp6KFSjkqIisXov/Tw8HBWr17N008/zbx583B1dTVrAEePap6M9fLyolatWgbbtGrViqtXr3L06FGjyW12drZ2rd0uXbpw8+ZNli1bxtmzZ7G3t6dFixYMGzYMFxeZeC+EKAd2PwtnFmuOH4sAzwaWiyXhbu7x02/o1w8aCU3a5p47uUCXAaUfVxGlGUhuHWzLx0itWlFzKfUWanJHl3fdPc7Hl3/nStptkrPTTO7rcb/uTAoYUgpRClGxGU1uFy1aRN++ffnxxx9Zt24dvXr1IigoyODDXSqViunTpxcpgMjISAACAgIKbFOzZk2dtoX577//SEpKAmD//v0899xz2vMcr7zyCsuWLTO4YYUQQpSpvOvcWll4ndv4PMntwCf161t21nyUc4ZGbh3KcLOG5KxU5l5Zxa0M3TXhYzOT+PPO3zpb5hbE08aVYb6dcLZ20JZVsXWlvnNNghx9qetUHU9b8w42CVFZmDRymzPnNiYmhl9//VWvjUqlQlGUYiW3iYmJADg7F7wnds4oa0KC/gLc+cXExGiPx44dS4cOHfjoo49o0KABFy9e5I033mD9+vUMHjyYI0eOULdu4UvvREREFFjn7++Pv7+BhyiEEMJUOps4WHid27zJrbGNFMoxS43cpmVnMOXsV/x552+i0u8avyAfF2tHAh2qEujoy3eNpuJvX3G/B0KYU1RUFFFRUQbrDOVpRpPbGTNmVKidxxRF0R5Xr16dTZs2YW+v+YXRrFkz/vzzT5o3b87Jkyd57733WLhwYaH9jRgxosC6mTNnEh4ebpa4hRD3KZ1NHMrJyK29AziYvvRieZOaUTbJrVpRczrpMrtjTxCdmcDcKyu5m5lo9LqmLrVp4hqEitzfrV09mzKmeh+sVBV7UwkhSsOCBQuYNWuWye1NGrktTTlzeJOTC36bJmdagZubm8n9AYwePVqb2OawtrZmwoQJvPDCC2zdutVof0uWLCEkJMRgnYzaCiFKrDyM3GZlwVvPwLnjmnMTtrctzwxNS7A3c3Kbrs6gz+E32BV73GC9u40zc+qMpo17fZ3yOk7V8LI1/rtMCJFrwoQJhIWFGayLiIjQG4i0+KOjQUFBAFy9erXANjl1OW2N9ZczTaJ27doG2+SUFzTEnVdISIjO8mRCCGFW6nIw5/biKbh6Mfe8SsXd3AAMLwXmYFv8EdGtMUf48cZWspRsojPjiclI4EjihQLb96nSio0t3yn2/YQQuoo6DdTiyW2LFi0AzVzZyMhIgysmHDp0CMCkJNPFxYX69etz5swZoqOjDbbJKZcVE4QQFlcepiXUbwbf74AV38KCt2CcgZUSKhBzjtz+eGMLo05+WGibx/2608+7NVVs3XC0tqe9h+F3+4QQZcPk5DY9PZ0dO3Zw9uxZEhISdOa25ijOA2U1atSgdevWHDx4kJ9//pk333xTp37v3r1cvXoVe3t7+vfvb1KfDz/8MG+99RZbt25l6tSpevVbtmwBoE2bNkWKVQghzC5nWoKVLZhzvmVKMnwVblrbJyaDXw146GnNRwV0424KRyLvkq1WcydBfzktx2KslqBW1Ew9+7XBOk8bVxq7BDKt1qP095HfJUKUJyYltytXrmTChAk6KxHkV9zVEgDeeOMNhg4dynvvvUe/fv20I7QxMTE899xzAEycOFFnd7KVK1fy+uuvU716de26tjkmTZrEF198wfr161mwYAETJkzQ1i1btoylS5dq2wkhhEWp743cmntKQnoqLDZxy/K+j2qS2wrq132RTPhmP9lq/UGXHPbF2JHsTPJVnQfETnX4Fm9bN7xs3bBWWVWoh62FuJ8YTW4PHTrEI49otvV79NFHOXXqFCdOnGDatGmcP3+eLVu2kJCQwNixY6lRo3g/HIcMGcKkSZP4/PPPadeuHT179sTZ2Zlt27YRFxdHx44deeutt3SuiY+P5+zZs6Sl6f+F7u3tza+//kpYWBjPPPMM8+bNIyQkhIsXL2o3jZg+fbrJI8FCCFFqckZuLb0MWAWVrVbz5i9HC01s7WyssLIqOBHNVGeRqWShVhT2xZ3iWno00RkJvHlhkbbNe3XH0tAl0KyxCyFKh9Hk9qOPPiI7O5uVK1cSFhbGU089xYkTJ3j77bcBuHPnDiNHjmTDhg3axLE45s6dS8eOHfnyyy/Zt28fmZmZBAcHM23aNKZOnYqdXdFGNXr37s2xY8d455132Lp1K6tXr8bNzY3+/fszefJkHnjggWLHKoQQZtN7GWQaX8Nb69Z1iDxjuC4rE0I7aXYOc3GHH/aY1met+sbblFNRsancii98V6+aVZz0yrKVbD6+9Dt/3vmbIwkXSM37YJ8BYT7tSxSnEKLsGE1u//rrLxo2bFjgEgw+Pj4sW7aMoKAgZs2axRdffFHsYIYPH87w4cNNajt69GhGjx5daJt69eqxePHiYscjhBClrmpL09tGHIVHW4FafzUArepB0LEvTP9Kk+iaWWpGFof/iyExNcvsfRfHhZvG/zB4ro9mS+O4zCS2xhxhT9xJFl7faPJWt4/6dSPEpeBdNIUQ5YvR5PbOnTu0a9cu9wIbzSVpaWk4OGi2BXR3d6dr166sX7++lMIUQgjBjtWFJ7YA1y+Z98G0PM7eiGfge9u5GZdaKv2bS6vgKnSsXxV7Gyu6NvSjS0NfrqdFU2P34wVe09qtPq42jrjZOBHqWodgp2oEOfria+dJbUdZ01yIisRocuvq6kpWVu5f6DkPdd24cUNnHVlbW1tu3rxZCiEKIYQAICUJbGw10w8eeQ7cPPXbVKkKg0aWyu0/XnO63Ce2AMPaBjKxr2a09m5mAmNPfcz31zfptLFT2fJAlVC6eDZhUuAQ7C21xrAQwuyMJrc1atTQ2WChQQPND4wdO3Zok9vMzEz279+Pr2/FXvhbCCHK1PCWcO5Y7nlBT99PfhdGvwwvfwRT34ebV6FqdbC1LZs47zl5NbZM71dc9avl7gA25czX/BSluxvlvAbPM9y3C1XtDfxxIISo8Iwmt506deK7774jPj4ed3d3BgwYgI2NDS+++CJpaWkEBATwzTffcOPGDZ544omyiFkIISqH7CzI1t9wQE/eqQjW1pp5tRaQkm5CrBbWqKYH3Rr6AZCSncYvN3do62o7+vN1w0n0rlKEec5CiArHaHI7ZMgQNm7cyK5duwgLC8Pf35833niDWbNmadeJVRQFT09P5syZU+oBCyFEhaRWg6JoktMctepD7HHNsa0LeBSwakE52Q43NUP3ITIrlYpnetezUDT6gv1cGd4+CFsbzZzjE4mRZCmahHxI1Q6sbB5uweiEEGXFaHLbs2dPzp8/r1M2c+ZMmjRpwvLly7l79y4hISFMmTKFgAB5mlQIIQy6fB7CGoCrBwwdA698DG9/AwuXa+prdoBBmwrtwtJSM3RHbl0dbXh/RPkdBf038aL2uIdXc8sFIoQoUyZvv5vfgw8+yIMPPmjOWIQQovKKv6v5f2Jc7jSD7Izc+gqwiUNKvpFbR7ti/wopE8cS/9MeN3cNtmAkQoiyVDrrxQghhNCVcDf32N1L8//sPBsHlPPkVq1WSM/UXYbMya7oW9qWpX/zJLdNXWoX0lIIUZlIciuEEGVh19rc45wlvNR5Rm7L+VJUqZn6D5M52pffkVtFUTiRFAlAkIMv7rbOFo5ICFFWJLkVQojSdvwf+O3r3PMKOHKbkq6/I5ljOR65vZ4eTVK2Zk3eRi5Blg1GCFGmJLkVQojSdmC77nnzDpr/V6DkNv/DZABO5XjO7dnka9rj+s41LBiJEKKsld+fTOVERESE9tjf3x9/f9mGUYj7XnY23LhUcH3NfA8vHf8n9/jj5bnr1JbRtIRDF6P591IsakUpdh+349P0ysrzyO3Z5NzNhyS5FaJyiYqKIioqCtDN03JIcmvEiBEjtMczZ84kPDzccsEIISwvJRmGNYVr/xmut7KCY/lGOXeszj3u8EDusTobbJw0SW4pjdy+u/IE76w8USp9l+vkNiV35LaBU00LRiKEMLcFCxYwa9asAusluTViyZIlhISEAMiorRACDu0qOLEtyOMvwM/zILAuuORuDYt/BxifrDkuwahqQZLSMvlk7Wmz95ujPC8FdkZn5FaSWyEqkwkTJhAWFgZoRm7zDkSCJLdGhYSEEBoaaukwhBDlRXxM7nGTNhBQV7depdK/pnFrGDYOHp5QcL+Griuhy3eSSTOwyoG51PFzLbW+SyJTncXhBM3mQx42LlS187BsQEIIszI2TVSSWyGEKIr4POvVPjEZBjxu/JpBT2o+ylh0ov48WXOp4eXE451qlVr/JbH4xmZiMhMAeKBKS1Sl8IeDEKL8Mim5TUxMZP78+WzdupXr16+Tlmb4B6ZKpeLixYsG64QQolIIqg+DR2uS3PwPjpUz0QnpemXdGvrSp3n1EvXr42ZPzyb+eLs6lKif0pCtZDPnv5+158/WHGjBaIQQlmA0ub1x4wadOnXi8uXLKEbmhMlfx0KISq9TX81HMcQmZ/DuyuMcibxLtlqhsc0p+jhsJQNbtqV143RWQ7OGGp2gPxDRo4k/E/s2MOt9ypO/Yk9xJe02AP28W9PNq5mFIxJClDWjye0bb7zBpUuXaN68OdOmTSMkJAQ3NzdjlwkhROnIzNRsiHDzCrz0oW7d2qVwfL/xPkJawNAxumWf/w+S4o1f2/9xaN7e9HjzeHzubvaeua09b1z1NANrbwBg6w1fDt3xLVa/ReHtWr7X0y2J00mXGXUy9zUx3LerBaMRQliK0eR206ZN+Pr6smPHDtzd3csiJiGEKNjan+C9SZpVB/Intwe2w8rvjffxwMP6ye3qRXD7hvFrGzQvVnJ7JyFNJ7EFsFPl7vqVrrYtcp/FUR6nEpREtpLNofhzfHH1T365uYNsRa2t6+TZyIKRCSEsxWhyGxsbS//+/SWxFUKUD8fujcwmJcD5k1C3sWXjMVFscoZeWd7kNkMp/ed7ba2taFvXu9TvU5bGnfqUxTc265U/5NuZYMdqFohICGFpRn+a1qxZE7VabayZEEKYJiUZ/v0LsjL169r3Bts8O3VdPg+Xz+m2OX0o97hqvgejJkyHR541HoObp37Z/PWGY8rPP9B4GwPSDGxfa2+Ve7/STm69Xe356MlWeLlUnmkJn17+XS+xfTnwIUZW601jlyB5DkSI+5TRn6YPPfQQ33zzDcnJyTg7O5dFTEKIykqthhHt4XwBO2btjQF3r9zzjb/CF9MNt/WoAu75ktTqQblb2xZV/dJ98MjQerNNajhpjxc8243Mar1L7f7ervaVKtnbG3uSF88u0Cn7vdkMHvTtZKGIhBDlhdHkdvr06WzYsIHhw4ezaNEiqlatWhZxCSEqo+uXCk5siyq0s3n6KSPpBpJbZxs13HtjzMPVBdwq13zY0pKWncHw43N0ys52/J56zjUsFJEQojwxmtxOnDiR4OBgVq5cSZ06dWjVqhUBAQFYWVnptVWpVCxcuLBUAhVClAK12vi2ryoV5P33riia60xhZaW781beKQZtukObHrrt7R11z1t1hYlv6ffr4g79HjUthnLC0Mitg1WWNrnFqvJMFzC3+MxkZv33E//En+FCyg1uZ8Tp1Cf1WI2zjaPhi4UQ9x2jye3ixYu1b2UlJSWxc+fOAttKcitEBfLFDFj4nvF5pi/MgfFv5p7H34XOJj6UtOwgNGqVe/7Dx7nH/R/XbElbmJadNR+VQKrBObe5D5RhbadXL+BowgVC9z9XYP2btR6TxFYIocNocrto0aKyiEMIUZYy0mHhu5CVZbytOQ0cAfu3ao7rNinbe1uYoWkJdjrJrYzc5pWYlcLr57/ny6t/6pTbqWyp71yDFq7BPODdUtayFULoMZrcjho1qiziEEKUpawsmDgHdq+DI3ugRceC2/rmm8dobVN4+7wcXXTPfapprm3fG5q0KVrMFZyhaQkx9iHgPwSy08HOo8xjKk923T3O+ugDbL/7L4cSzhlss7/NXFq718dKpT8tTgghcpT+wopCiLIXeRa+CofYaP26Tv1g1Isw9jXNR1G5usOPe4sXV4femo/7UHqm/jzlCM8neKBfiAWiKR+upN5mY8xBVt76i40xhwpsV8Pem6VNptHW4/79WgkhTCfJrRCV0edvwNY/DNdVK946raJkUjP0p4A42N6/I5DfXdvA06c/NVjnaeNKfecaOFs78L/aj9PNq3SXaRNCVC56ye3s2bMBzSoJXl5e2nNTqFQqpk8vYE1KIUTZOXvM0hGIfNIMjNza21pbIBLzu5x6i38TL6KQu/JGljqbMylXuZUep13dIFvJ5nTyFa6nR5OQlaLTh6u1E6/VGs4A77Y0da0lUw+EEMWml9yGh4ejUql49NFH8fLy0p4rhSwXlFMvya0QZez8SYg8Aw88lFuWmQlXL2qO6zWFn/7SvcZa3rApawmpmfy0+6JeuaNdxU1uk7NSefHcAo4kXOBwwnmdxLaovm04lSf8e+AoD9UJIcxA77fcjBkzUKlUeHt765zfryIiIrTH/v7++Pv7WzAaIfKIvwtPdtAstZU3uU2Kzz0OrAdOLvrXijKTnJ5Fv7e3Enk7Sa+u86Vn4eIZzUoJj5wEa1sLRFh0meosOhyYyvGk/4p8ra3KBj97T2o6+NDVsynTaj2Cm43sfimEMF1UVBRRUVGAbp6Ww+DIbWHn95sRI0Zoj2fOnHnffz1EOXL6CCQnQlwMbFsFPYdoyj29NVvJnj0GnftbMkIBbD8ZxfErsQbrnLJuQdJlzYlVxRlR/+baep3Etpp9FUZV6417viTV1dqRhi6BBDhUxUalGaX2sXOXEVohRIksWLCAWbNmFVhfcX6aWsiSJUsICdE8oSujtsJioq5oEtm8/t2n+f+54xBzS7fuxQ81qxo0bl028YkCXTIwYpvD0fre8mDW9ro7uVmYWlFzLuUaN9NjuZR6izR1BudTrhOdEU90ZgIbo3NXNni91qO8Xeep+/odPiFE2ZowYQJhYWGAZuQ270AkSHJrVEhICKGhoZYOQ9zv3psM21cVXB9QR/f8Pl1uq0zc2A27J0L63cLbhW0FzwakZ2keJBtW5W/eDliqrXayt8E+4V4fVuVnd7IsdTYdD0zhQMJZo20H+bTjnbpjyiAqIYTIZWyaqCS3QlR0tnb33W5fFvX3a3D3hPF2as3SXzk7kzlZpVPdPt/0hJxnsBy8zBhgyRxNvGBSYtvdsxnfNpxaBhEJIUTRSHIrREXQrhd4VNEvV1lBz6FQpWrZx3Q/ykqFmHvLrFnbg4NPwW3vzaHN2ZksWW3PtXRNEuvlYo9TzkoJts7QakaphVxUB+JzE1trlRUf1RuPm40TTlb2NHAOwNvODR87d+zL0WizEELkJcmtEOaUmQHTRsCxv3XLt1zRnVP51Wz4/Vvj/bXsAu8vhceeN2+conhsHOGpOxD1F2SnQq3BRi/JGbn9I6Y9f8S0B+C3qV3p16J6qYZaXHP++1l7vK/NZ7Rxb2DBaIQQougkuRXCnHaugc3LjbdLiodb14y3i71T8piEedk6Q8ADJjc3tHmDQzndvOGjS8u5maGZB+xh40Koa10LRySEEEUnya0Q5hR5JvfYowrYORhu5+IOVU0YufPwNk9cwmLSMrL1yuzL4ba7sZmJvHIu992ER/26YWNVPpNwIYQojCS3QphL9C2Y97/c82+3QoPmhts+O0PzISq9nGkJeZW3kdtMdRbN/n5Ge17PqQYf1x9vwYiEEKL4yt/wgRAV1bw3dc9rBlsmDlE6Lq+HLY/D6e8g5Zbx9vekGUpuy9m2u7/e3MnVtNwpMF+FvICTdQHvOgghRDmnN3K7e/fuEnXYpUuXEl0vRIV14kDuca8HwdnVcrEI87u0Bs7/ovkYuAEC+pp0maGRW/tyNHJ7JvkKU88u0J7PCh5JjyotLBiREEKUjF5y261bt2LvNKNSqcjKyipxUEJUSP4BcOeG5mGxT1ZYOhphbte3a/5vZQP+nUy+zNADZfY2ZfOmWZY6m2xyk2tFgdsZcaSpM4hKv8uFlOtMPbuAxOwUABo6BzK99hNlEpsQQpQWveS2S5cuesltRkYGf/+tWdrI3d2doKAgAC5fvkxcXBwqlYp27dphZyfrHor72JdrNf/PyipXW6kKM0i6BnHnNMe+7cDWxeRLiztyqygKdzLiyFR0r0/MTiEuM9ngNdvv/svmmMPEZCZwOyOOOxnxKNqdIgrnb+/Fj01ekW10hRAVnl5yu3PnTp3ztLQ0evbsSXBwMB999BGDB+uu6/jnn3/yyiuvALBhw4bSi1SIisJGntOsdK5tzz2u3qNIl6ZnFe2Bsix1Nm9H/szym7s5lXy5SPcqrgbONdnb+lOq2LmVyf2EEKI0Gf0tPGfOHI4dO8aZM2eoUaOGXn1YWBgtWrQgJCSEt956i7fffrtUAhVCCIu5Xvzk1tg6twfiz7D4+mYylWwy1Jksu7mLDCWz2KHmqOngg7etO242TjrlrtaOeNi6UMXWDS9bV+o6VWeQTztcbBxLfE8hhCgPjCa3v/32G927dzeY2OaoWbMmPXr04LfffpPkVghRIW05foOdp26RkX+kVVF4I3kjnkAG9szYZku26pDJ/Z6PStA5V6nAxlrF9bRoPr68gvlX15CuNpzM1nOqQWOXIPJOFLCxssbPzgtDkwdUKhU9vVowwKetyfEJIURlYzS5vXr1KqGhoUY7cnJy4to1E3ZcEqIymv0MnDsOAXVg2ufg5mHpiEQRLNx+nimLDxqsq21/kw9baJb+2hNXly/3XyrRvap7OqFSqRh98kO23j1qsE0Hj4aMrvYA46r3kzmwQghRREaTW09PT/bu3UtGRkaBD4xlZGSwd+9ePD09zR6gEBXCyQMQcVTz/1kLLR2NMMHZG/FMWXyQo5F3SU4veJWXdq7ntMd7EhqW+L5t6nhzJfW2TmI70Lst/6v9OM7WDlSxc8PfvkqJ7yOEEPcro+vR9O3bl6ioKEaPHk1sbKxefVxcHE899RRRUVH069evVIIUolxTFLhyQXNcLQhsbS0ajjBOURQem7uHvWduF5rYArjbpGiPL6f7lPje3Rv7sf3uv9rz8TX6syb0Ldp6hNDYtZYktkIIUUJGR25nz57NunXr+PXXX1m7di19+/alVq1aAFy6dImNGzeSlJSEj48Ps2bNKvWAhSh3YqMhOVFzLLuSVQjXYlL05sIW5FBSMO9eG4qtKpuI1IKfPTBF55CqPNqhFs+fX60te8KvaA+oCSGEKJzR5LZGjRrs2rWLkSNHcujQIVasWKGdA6YomvUTQ0ND+emnnwp96KyiioiI0B77+/vj7+9vwWhEuZQzagtQs47l4hAmi0lKL7R+2pDGtArOGUHtqi1vUoJ7+ro70iTAA5UK1t/RzO91sLKjtXv9EvQqhBD3n6ioKKKiogDdPC2HSQtyNmjQgAMHDrBv3z527typfXCsevXqdO3alU6dTN+tp6IZMWKE9njmzJmEh4dbLhhRPl3Nk9wGSHJbEcQmZRgsbxboyfN9G/BYx1qldu+IpCvczLgLQC+vFjha25favYQQojJasGBBobMFirTafIcOHejQoUOJg6pIlixZQkhICICM2grDrkhyW9HEpegnt5P7hzDn0Ralfu8rabe1x01da5f6/YQQorKZMGECYWFhgGbkNu9AJBQxub0fhYSEmLQUmriPSXJbZtIzs7kdn1bifiJvJ+mVeTgXsH14Zgoo2WBlC9b2Jd5a+WraHe1xTYeSP6AmhBD3G2PTRE1Obvfs2cO8efPYt28fd+7cYcSIESxcqFnyaMuWLezYsYNJkybh5+dX8qiFKI/iY+Haf5o1bPM+OJYzLUGlguql93b2/e6Ttad5d+UJ0jL1t7M1B8+Cktt/3oDjczXHD/4Nfu1KdJ9reZLbGg7eJepLCCGEPpOS2zlz5jBz5kztA2SAzrG7uzvvv/8+NWrU4LnnnjN/lEJY2tnj8FhryMyAXg/Cp7/n1nUeALeug7U12DtYLsZK7NTVOGb+9m+p3sPDqYDkNu/uYdYFtCmCK3mTW3sZuRVCCHMzmtxu2LCBGTNmUKNGDT755BO6du2Kr6+vTps2bdrg4+PD2rVrJbkVldPm5ZrEFuD6Jd26Z2fAyoXQRLY8LanD/8Uw49d/OXsjXqf8lhmmIhjj5+louCI7z/xcq5KvYXwuJXcnx2AnmccvhBDmZjS5nTt3Lvb29mzYsIFGjRoV2K5Zs2acP3/erMEJUW7kXRGhTXf9+ienQp/hZRdPJZSSnsXgD7YTn5JpvLGZBXo70ya4gCkC6rzJbclGbv+8/Td/xZ0CoJp9FVxtnErUnxBCCH1Gk9uDBw/Spk2bQhNbAB8fH/bt22e2wIQoN1KSYcMyzbGVFUx6W7/Nk1PKNKTKaN/Z20VKbBtUd8fHreTLaIVUd2dK/4bY2hSwYWPeaQlFHLlVFIU1d/azJ/YENzNiWRK1TVvXwLlmccIVQghhhNHkNjk52aSHxOLj41Gr1WYJSohyZdNvucce3mAn65KWhmt3U4w3uqdDfR82vdm7FKPJI++0BBPm3CqKwtKobZxNucYvUTu5mHrDYLvna4aZK0IhhBB5GE1ufX19uXDhgrFmnD17lpo1ZSRCVEKXzuYeP/Cw5eIoZWkZ2Ry9dJfUjCyL3P+f89F6ZbbWVthYq3TO29TxZu5TbcousCKO3C6N2saTJz8wWGetsmKgd1sWNnqJKnZu5opQCCFEHkaT206dOrFs2TL++usvOnbsaLDN2rVruXDhAhMmTDB7gEJYXN75tiNftFwcpej45VgGvb+du0a2pS1rSyZ1on8LC2/rXcQ5tz/c2KJXNq56P8ZW70sjl0CZZyuEEKWsgElmuV566SVUKhUPPvggq1atIitLd1Rn48aNjBs3DltbW1544YVSC1QIi8nZpMHGBvwDLBtLKZm14li5S2wB/NwLWMGgLOksBVb4yG10Rjw7Yo8BEOTgy5aW73Gk3Xy+aTiFdh4hktgKIUQZMJrchoaG8vHHHxMdHc2wYcPw8PBApVLx+++/4+HhwYABA7h9+zYff/wxDRs2LIuYhSg7ipKb3FavpUlwK6HTV+MsHYIeK5WKQB8XS4eRbymwgkduFUVh8pn5ZCuaZw+G+3WlV5VQWrjVQVXCXc2EEEKYzmhyCzB58mTWr19P69atSU1NRVEUEhMTSUhIoEmTJvz5559MnDixxMEsX76cbt264enpibOzM82aNeODDz4gM7PkSwOtX78elUqFSqWiV69eJe5P3CdUKthyBX45ADMWWDqaUpOlVow3KmOPdAikims5eHiv69cwdC8M3qE35zYtO4OPL61g9MkPsd3aj59v7gDARmXN2Op9LRGtEELc90wehurTpw99+vQhJiaGyMhI1Go1NWvWLHRv36KYMmUKc+fOxcbGhh49euDi4sL27dt57bXXWLNmDZs3b8bRsXhvUcbGxvL000+jUql0dlYTwiTuXpqPSiw7X3JrY61iVNfgAlqXLmsrFc0CvXi8UznZytjL8DtS2Uo2j594l5W3/9Kre7/uWOo5W3iusBBC3KeK/B5rlSpVqFKlilmDWLVqFXPnzsXFxYVdu3YRGhoKQHR0ND169GDv3r1Mnz6djz76qFj9v/DCC9y6dYtnnnmGr776ypyhi8rq1nU4vh8C6kDNOuDkbOmISlX+5NbJzobPRpfhigQV0CeXftdLbG1VNjxdox8vBj1koaiEEEIYnZYwe/Zs3n77beLi4gptt3r1ambPnl2sIN555x0Apk2bpk1sAby9vZk/fz4AX3zxBfHx8QavL8zKlStZunQpL774Im3ayC9rYaKDO+HFh+Ch5rD8a0tHU+ryr1FtbSVzRI2Zd3W19vjT+s9wt/vvZPRez5ch8mCtEEJYktHkNjw8nBkzZtCxY0euXLlSYLtVq1Yxa9asIgdw/fp1Dh48CMDjjz+uV9+pUydq1qxJeno669evL1Lf0dHRPPPMM9SvX7/Yibe4T+Vd/qtmHcvFUUbyz7m1kuRWQ1HDmR/g4u9wZZO2OCkrlatpdwBo41afKYEP4mnraqkohRBC5GHSA2UODg5ERETQvn17jh49atYAcvrz8vKiVi3Dc+xatWql09ZUzz77LNHR0SxcuBAHB4eSBSruL1cv5h7XtMzc07KUf1qCjNzec+ob2D4aNj0EB2Zoiy+k5O46FuJSOZeHE0KIisqk5PaRRx7hjTfeICoqim7durFx40azBRAZGQlAQEDBvyBydj7LaWuKZcuWsWLFCl544YUCN58QokBX8ozc1qhtuTjKiCS3BiRdg79fzT1v9w430mKYd2UVA47+T1tcx6maBYITQghREJMfKJszZw4BAQE8//zzhIWF8fXXXzNmzJgSB5CYmAiAs3PBD+y4uGjWukxISDCpz5s3b/L8888THBysnc9bXBEREQXW+fv7m221CFEKsrPhwxfh3336dcOehofH556nJMGY7rnn545r/l+1OjhW/oX39ZLb+31dVkWBXc9Apubn06kaPRl17Q8On35fp5mDlR0DvdtZIkIhhLhvREVFERUVZbDOUJ5WpNUSxo8fT/Xq1XnkkUd4+umnuXz5crHm2Za28ePHExsby++//46TU8kSkxEjRhRYN3PmTMLDw0vUvyhFf22EpZ8brusyQPc8OxtOHdJvF1TP/HGVQzJym+t6WjSxp7+l8eV1AERZ29HJNpu4hPM67dq7N2Rx45dlyS8hhChlCxYsKFK+WeSlwAYMGMCuXbsYMGAAc+bM4erVq3z77bdF7UbL1VXzEEZycnKBbZKSkgBwc3Mz2t8PP/zAmjVrePbZZ+nWrVux48qxZMkSQkJCDNbJqG05d/5k7rFKBVZ5ZuGoDMzIsbbWPff0gdGvlE5s5YjawAYONtb3X3KrKAqz/1vC/POLOHlpr7b8OZ8Q4u5tu1vVzoMHq3aipoMPkwOG4GxTDrYHFkKISm7ChAmEhYUZrIuIiNAbiCzWXqItW7Zk//799OvXjx9++IHr169rpw4UVVBQEABXr14tsE1OXU7bwqxcuRKAgwcP6iW3N2/eBODw4cPaumXLluHn51dgfyEhITrLk4lyJC0V/vwRbl2DBs2h9zDd+s+m5R7/chAatSy4L1d3+DerVMLUkxwFqXeMt7N1Bvd8D7PFnYOsNOPXOvmBU9Xcc3UW3D1tsGl2tppGTrkroVxM9cMq7x8CabGQVPC/Ty0ra/BqpFuWeAXS44xfa+8Brvnm3d89Beps49e61AQHz9zzrFSIO6/XLDErFTW6/WV7NuBwUiQrbu3hpxvbcMlIZNXNf/FRa3ZFXOFclYNVGjKrRn+auwYz0KctVob+MBJCCFFqijoNtFjJLWgSzX379hEWFsaWLVuKvXd6ixYtALQ7nxlaMeHQIc3bxUVJMnOuMSQuLo5du3YBkJZmQqIgyqefPoXP39Qch43UT27zKk8rHhz/HI6+Z7xdta4wZKdu2eZHIdqEVUPavgMtX889T4+F35oZbGoL7G+ae97p+BzSrXxyCy6vhW0jjd/TwRvG5Eva978B55cav7beCOj1k27Zqm6QFm382p4/Qf08f7XHRsBy/T9kDC3U5VOrK9HWdtrzafFX6JCmWU871caJmHZvc67OCJysZbUVIYSoKEo0BOHp6cm2bdt46KGHir2tbY0aNWjdujUAP//8s1793r17uXr1Kvb29vTv399of6tWrUJRFIMfixYtAqBnz57aMlNGg0U5dWRv4fU5W+a26Q5uHqUeTmVS1nNuk7PT2Bd3il13j7MsagfLonaQdm/01Jh1d/7hw8jf+DDyN966uIR+h98odhypqtypKY6dv2BC/XGS2AohRAVjdOQ2/85F+dnZ2fHbb7+xd+9esrNNeAvRgDfeeIOhQ4fy3nvv0a9fP+0IbUxMDM899xwAEydOxN3dXXvNypUref3116levTrbtm0r1n1FBZadDXs3aI4dneGpV/XbfPqHZp5tUws/zZ6dCffmbALg2wYaji+4fQ4PAw+z1X4QqrY2fq13c91za4cC75mRpWbJnv+05zFZrnjlfSfGva5p8doamJpUvbtmekUeaeoMLqfeJi5LM5f+dkYcKxNPs+jAVJ12Hzm54+JgfLrT93cPcCDlrPa8ZnYqC9yqG2zrZeuKi3XuPNmu3q2xsffgYd8uhLrWwe36bri+XfM1bjDa6L2FEEKUP8WelpBfp06din3tkCFDmDRpEp9//jnt2rWjZ8+eODs7s23bNuLi4ujYsSNvvfWWzjXx8fGcPXtWphXcr57LM4ofUAfqNNJv07pr2cVTkEtrYd9L0HMJ+N5LSmsP1XwUR6v/GW9jiJ0rdFtgsCo5OYPJP67QKfPJO3Lr107zkY+iKKSq0wE4nHCeJVHb+O/Qa/o3cPHQHmYq2eyKPa6ZC2Frryl09DUY18ve9Qv+fApx1daRZ6o2pLVbfWo7+dHRoxH2Vra0cWtAczfd6Sn98l9c9xHNhxBCiArLbMltSc2dO5eOHTvy5Zdfsm/fPjIzMwkODmbatGlMnToVOzs7452I+0NSAuzbnHverL3lYilMyi3YMUbz8NjKDjDsH/Apfw8nZmXnvjujWGWj9rxLknsaf8WeMtg+W8nmj9t/8cftvdotaM3BWmXF5ICh+Nl5YmdlW2hbW5U1vvaeqNCfPqECWrrVI8Cxqv6FQgghKj2Vkm+y7JgxY1CpVLzzzjv4+voWaaMGlUrFwoULzR6kJRw5coSWLVty+PBhWS2hvIk4CsPzfE/2xuTOry0vFAXWDYAr96ZOBA6E/n9qliQrZ27FpRI86Q8yG54ko+FJcEgv9Xt62rjyQb1x1HPSTB9wsLYj1LUuNlbWRq4UQgghchnK1/RGbhcvXoxKpeK1117D19eXxYsXm3yDypTcinIgNhpeCNMs8/W/+bnl13LnhzL5nfKZ2B55NzexdfSF7gvLZWILcCMthvSOe8iq9Z/xxvm0cK2Dp60LKlT09GrO+BoDsDcy6grgbO1Q7BVWhBBCiMLoJbc5KwrkrCeWcy5Emdv4Kxz7GwLrwZ0o8Lm3xl2XAeDippmeULuhZWPML+Um/NEREvIkij0X6645W8byr2RyOyOO8ynXUStq/rj9F19fXUdWrQxtvfXVmgTY+vFg28AC+7S1stY8hOVWt9TiFkIIIYpDL7kdNWpUoedClJlozaYb/PkDDHg8N7m1d4DaIVC3if42upZ2cJZuYttkEgT0tVg4n13+gzfOL9I++FWoLGvsjrbE7mxDGjX05aP6PUs/QCGEEMLMys0DZULoib+be5x/6sHS/WUbiyni/4OI73LPQ8ZB+/ctFk6mOosZF340mtg6qOzIPlUX29ONsUrTLJNV1uvcCiGEEOYiya0ovxLyJLdu5WxerSGH39JscwvQaga0mWXRcA7EnyUxOwUAf3svghw020xbq6xo4FwTDxtnqjlUoa2qNX1+0t0QQ5JbIYQQFZVecvvjjz+WqMORI03YplMIUxQ2clsetZqh+f/lddDsRcvGArx/6Vft8dt1nuKp6n0MtjtzPV6vzEqSWyGEEBWUXnI7evToEj3FLMmtMJuc5NbKSvMAWXnnVgt6LIKMRM2mCRZ0JOE8a+7kTt3oVaVFgW2z1fpbZ1tblWhnbiGEEMJi9JLbkSNHyhI9onyIi9H8381Tk+BWFBZObDPUmUyM+FJ73sqtHjUdCl6twXByKz8DhBBCVEwG17kVwuKys+H2dc3x/9u787ias/8P4K9bt31flBZKIX0pRGQUZR8MRRqMtbFmMIyvbcYkY50h0Yym4ZutwQxGxjbWUiRLZRlClkQKoZLSds/vj3736nY/dW/L7ba8n4/HfUx9Puecz7mfeybvez5nMW6u2Lo0AAWCQjz98AqnXydgxcPfkVFY2uutylPBua4/VpqXgltCCCGNCU0oI/XTyzSg6P/XXm3RWrF1qccYY9j1/DS+uvsLckvyJc5vbjcTOnzNSssoFggkjlFwSwghpKGi4JbUT69fADr6wLssoGXTDW4vZd3B9w924lpOMgSQDEKLBCWcS301U9FD6H/mwsvUVeo1qOeWEEJIY1Kl4Pb9+/d48OABcnJyJHY9EurVq1etVKy+SEpKEv1sZmYm2rmNyFkHZyD2bemkspISRddGIQRMAM/ry/GyMEum9Lp8TYwz6wtnXTuMMnWDFl9DpnwU3BJCCGlI0tPTkZ6eDkA8ThOSKbh99OgR5s6di3/++QcCjkeYQjweD8XFxdWsav00btw40c/+/v5Yvny54irTFDWEJcDkJL3gjVhg206rBWc6czUj9DZwxJJWo6GiVPWHMQIKbgkhhDQgoaGhCAioeC15qf8Spqeno0ePHnj16hXMzc1RXFyMly9fokePHkhOTkZmZiZ4PB569OgBFRWVWq18fRAeHg57e3sAoF5bUqce5D0X/TynpSc2tfOTy3Wo55YQQkhDMn36dAwbNgxAac9t2Y5IAJC6vtLatWvx6tUrLF26FM+ePcOnn34KHo+Hixcv4uXLlzhx4gSsrKygoaGB06dPy+ddKJC9vT2cnJzg5OREwS2pUw/zPwa3rTXN5XYdCm4JIYQ0JGZmZqLYTNgBWZbU4PbkyZOwsLCosPt34MCBOHHiBKKjo7Fhw4aa15gQxoDZw4BVXwFHdiu6NgrzMC9d9LOtBgW3hBBCiCykBrepqano1KkTlJWVSzP8/2L6ZcfW2tnZwc3NDXv27JFTNUmTkpkBRB0B9v0CnNin6NooDPXcEkIIIVUndcytiooKtLS0RL8Lf87MzETz5h8X1zcxMcHly5flUEXS5KQ++PhzI18GrFhQgheFb0W/vy16h9ySDwCAgy8uAACUoARrDVO51SE9S3J9XCXapZAQQkgDJTW4NTc3x9OnT0W/t2rVCgBw7do1DB06VHT89u3b0NSsfLF4QmRSNrhtBBs4pBe8RkLOAwiYAPfz0vAw7zlSPrxAbnE+7rxPxeuinErzW2uYQlVJPpM17zzLwtztVySOKzek7Y4JIYSQMqQGt126dMHx48dRXFwMPp+Pvn37gjGGxYsXo1WrVmjZsiWCg4Nx69Yt9OvXry7qTBqrokLgRhxwNfLjsQbYc5tT/B5/ZkTjWs593M59ggtZ/9aovBmWQ2qpZpJ+OXmP8zgNSyCEENJQSQ1uBw0ahD179uCff/7B0KFD4ejoCE9PT0RERMDR0VGUTklJCf7+/nKtLGnEGAMm9QJulhva0sCC2w8lheh/bTGu5HAHjeVpKKnBRa8dDFV0AADqyqpopqInOt9OqwWmWg6WS10B4PbTt5zHW5loy+2ahBBCiDxJDW5Hjx4NDw8P6Ol9/Ac3PDwcixcvxv79+/HmzRvY29vD398fPXv2lGtlSSP28rlkYGtiDphbK6Q61XEn9wmGJfqLTQQTMlHVx1SLT9FCvRk6aLeCtYYpTFT1ocxTghJPcUMA0t9Kjrdt3VwHw7pybxhBCCGE1HdSg1s+nw8LCwuxY5qamti8eTM2b94st4qRJqbsONuOPYCeA4H+3kAD2RiEMYaJ//4kFtgusv4c86xGQFNZDTr8uh+PfiAuBSsP3sTjl+8rTCPg2EY7avlA6GmqyrNqhBBCiNxUfa9OQuShfRdgZ0xpkGttB3TqoegayaxYUIJlD3fgWs59AEAbTQv86fgdOunaKqxOKa9y4RsSC47YtVJOrQwpsCWEENKgUXBLFCf7LVD4ATBuDmhqA06upa8GJO1DJjyu/RfJeWmiYytbT1JoYAsA5/7NqHJgCwCWRlrSExFCCCH1mEzBbXFxMfbv34+zZ8/i+fPn+PDhA2c6Ho+Hs2fP1moFSSN2NBxYOwfQ0ATWhAN9vRRdoypJyk1F17hZyBMUiI6NMHHFSFPFB+jpb/Oqle+zLpa1XBNCCCGkbkkNbl+9eoUBAwbg5s2bYFK6gni08Dvh4j8FeP1C8vjju6X/zc8D9I3rtk614ODLGLHAdmxzD4Q7LK6V/w+KSwS4+vA1nrzKrVb+S/dfSRwz1VOHuooyZ3oDbVV8/kkrfP6JdbWuRwghhNQXUoPbhQsX4saNG2jdujVmzpyJNm3aQEdHpy7qRhqas4dKl/Rq0Rpo0wEQbgRw+SyQllJ53gaw5JeACbA97SROv0nA0w+vEJt1R3Tud4fFGN3cvdYC21GB53HmVnqNyyrr0H894NDSoFbLJIQQQuobqcHt0aNHYWpqiri4OBgaGtZFnUhDtWU5cP8mwOcDV/M/BrfSDPkCaGYm16rV1L33TzHi+grcef9E4lwzFT2Mae5Ra08uIm9n1HpgCwDN9TVqvUxCCCGkvpEa3Obn52PQoEEU2JKPnj4ELp0GSkrKHf//5bwsWpUGuEJ/xAMCAXdZynxAV18u1awtR15ewsgbP6CIFUuca69lhVVtJtfqkJwbT7g3VqgJIx01GGmr1Xq5hBBCSH0jNbht06YN8vMlF3onTVTee2BcD+CN5JhOkRblhhjoNewvRsse7hQFtvp8bWywm4axzftAVYkvlw0YXmTV/v9vXw+2hxJtqUsIIaQJkBrcfvnll1i0aBGePXsGS0uaSd3kZaQC6lI2JOg5sG7qUkee5L8U/ZzUcxuaq0kG6/9cT8MfsSl4k1sgca6qbj/Nkjg2yd22WsMKVJSV4NKmGXr9x7TG9SKEEEIaAqnB7VdffYWYmBj06dMHwcHB6N+/P5RkHUvZCCQlJYl+NjMzg5lZLYwN/ZAPvHoO6BqI92oKBEDaY9nKMLEA1NQ//p6Xy70igQQe0MJG/NDrl0DeO+lZNbQAG3vgZApwIw64fQ3Q0RdPY2oBdO0tQz0ahvySAmQVl65Y4KbfgTOwPfdvOnw2nq/WurKyWjisA1oY0xq0hBBCSHp6OtLTS+emlI3ThGRa5zY0NBS9e/fG4MGDwefzYWZmxhng8ng8PHz4sIZVrl/GjRsn+tnf3x/Lly+vWYGP7gLjXIB32cBMf8CvTHl5ucBgGVcN2B0rvotXzAlggY/0fFo6QFyO+LHNS4G//ic9b39vIHB/6c8dXUpfjVx6wRvRz2ZqRpxpDsQ9kWtgCwCm+urSExFCCCFNQGhoKAICAio8LzW4ffr0Kdzc3PD06VMwxlBUVITU1FTOtI1xndvw8HDY29sDQO302p79qzSwBYCU+zUvj8jVjKRNop/NOHptASDzXc2HIlSmW2tjqPK516clhBBCmprp06dj2LBhAEp7bst2RAIyBLeLFi1CamoqXF1dMX/+fLRp0wba2tryqW09ZG9vDycnp9orMOv1x5+Nm4uf46uULoslC4Nymx6YtZQtrxpHD6CjC1DAveucGIdustWtkbj57hFOv04Q/e6gbc2Zrqi4gpUgaoF1My0ETXKWW/mEEEJIQyNtmKjU4PbMmTOwsrLC6dOnoaZGSwnVWPbHx9wYOUX8nLoGsDa8euU6di99VcfIKZJ1IbicfVf0cx/DThhv3o8zXUFxicSxf77tB3MDKRPvpFDlK8HcQKNRPhEhhBBC5EWmdW49PDwosK0tZYPbBr5EVmN3893HyX3LbL6AqpIKZ7qCIsme29amOjClTRMIIYSQOid12YP//Oc/ePPmjbRkRFY5Ze6lLm2FWp/dzH0k+tlRp1WF6Qo5em5VVWiMLCGEEKIIUoPb2bNn4/z58/j333/roj6NG2NAwoXSnzW0AFXqDa+vBEyAS1mly4tYqhnDUEW3wrSFHGNu1fhNZ7k8QgghpD6ROixh3LhxuHPnDvr06YMffvgBn376KVq2bFkXdWt8Lp3++DMNSah3corf49CLizj35joOv7ok2pXMUcem0nxcwxLUVCi4JYQQQhRBanCrrPzx8aqfn1+laXk8HoqLi2teq8bqRtzHn41ox6i6UiwoQRErRlx2Ei5lJUGAj8FoVtF73H3/FCWsBJeyk5Bd/F4iv69F5TuulR+WoKzEg3IT2uiEEEIIqU+kBresCqvTVyVtk9RneOk427gzwKIgRdem0covKcDDvOd4V5KPXc/PYPvzkygQFFW5HEdtGwS0Hg9Pk56VpisoNyyBhiQQQgghiiM1uBUI5LeGZ5Nj17H09cVsRdekUSoSFGPt431Y8/gP5Auqt7FCS3UTfGM1EpMsBkCXL9t2t+XXuVWl4JYQQghRGKnBbXR0NJSVldGzZ+W9V4Qo0vk3N+F5fTmyinM5z3fXawcbDTP0NnCApXozsXOtNJrDXM0IPPCgy9es8rqyBUXiwxJopQRCCCFEcaQGt+7u7nB3d8e5c+fqoj71m0BQuuIBACiXC2BKJJeDEsv3KAlo2RrQqNnC/kTcu+I8jL+1DodfXRId44GHQcZd0VbTEvp8LYwz74vWmhZyqwMNSyCEEELqD6n/ChsYGMDc3Lwu6lK/7f0FcNEBOvGBQRxrni7wKT3H9XJSBbw7At20gO8m133dG6m8kg/oeGmGWGALALsdFuK40yoEtZuJ5a0nyDWwLREIUCIQH2uuyqeeW9L4pKSkgMfjYdKkSYquSo01pvdSHmMMXbp0wYABAxRdlUbt3r174PP52LJli6KrQjhIDW47deqE5OTkuqhL/bZtNZCfV/NyTOQXaDU1R19dxuP8DNHvI0xcEdV1Pb4w61tndaBlwIg8CIOvsi8VFRVYWFjAx8cH165dU3QVqywqKgo8Hg/Lly9vlNerL3bt2oWEhASsWLFCdIyrPZV/WVtb12o90tLSEBQUhAEDBqBly5ZQVVVF8+bNMXLkSFy+fLnK5V29ehWDBw+Gvr4+tLS04OLigj///LPC9Iwx/PXXX/Dw8ICZmRk0NTVhZ2eH6dOn49GjRxXmO3ToEPr37w8jIyOoq6ujVatWGDNmDJ4+fSqWzs7ODmPGjEFAQADevXtX5fdD5EvqsIQ5c+bAy8sLx44dw5AhQ+qiTvVPXi7w8nnpzzr6QPuukmlatQM6SxmXbNEK+GJOrVevKcooeIPPb64S/T6nuQ+cs/sgObEEyai7L2P5hZJL39GEMlJbbG1tMW7cOADA+/fvER8fj/379yMiIgJnzpxBr1696qwuFhYWSEpKgp6eXp1dU14a03spSyAQYPny5XBzc4OLi4vouK6uLnR1dZGTkwMfHx/Y29tL5NXX16/VugQHB2PdunWwtbXFgAED0KxZMyQnJyMiIgIRERHYs2cPPv/8c5nKioyMxMCBA6Guro7Ro0dDR0cHBw8exOeff46nT5/im2++kcizYMECBAYGwszMDJ6entDV1cWNGzewdetW7N27F7GxsejQoYMoPWMMM2bMwG+//QZbW1vRdZ4/f47z58/jyZMnaNGihdg1Fi5ciPDwcGzevBnffvttzW4YqVVSg9vOnTvjq6++gpeXFyZNmoSRI0fC2toaGhoanOkb3QYPP8wEtMvcpj6ewMrtkunmrJI8RuSiWFAC25iJot9t+C2we5MmworiKslVd2hYAqktrVu3luh5XLt2LZYsWYJly5bh/PnzdVYXFRUVtGvXrs6uJ0+N6b2UdeLECaSkpEgEWoaGhjh8+DAGDRqE2NhYrF+/XiJQq23dunVDVFQUevfuLXY8JiYGffv2xcyZM+Hp6Qk1tcp36iwuLsbUqVOhpKSE6OhodOrUCQDw/fffo1u3bli6dCm8vb1hZWUlypORkYGgoCBYWVnhxo0bYl9iNm7ciPnz5yMwMBBhYWGi45s3b8Zvv/0GPz8/bN68WWyNf2E9ynNwcICjoyO2bt2KJUuWQInWN683pH4SrVq1wi+//ILi4mL873//w+DBg/Gf//wHrVq1knjZ2FS+k1ODdOsKcD324+8tWyuuLgRRb25A95wn8sos9dXsugeKqr6MrdzQsAQiT19++SUAID4+nvN8dHQ0PvvsMxgbG0NNTQ1t2rTBd999h7w8yWFVxcXFWLNmDWxtbaGuro7WrVtjzZo1ePTokcSY1MrGqR48eBC9e/eGiYkJ1NXVYW5ujn79+uHgwYMAgOXLl8PDwwMAEBAQIPY4PCUlBYD4MILY2FgMGDAA+vr6otVLCgsLERwcjIEDB6JFixZQU1ODiYkJRowYgcTERLH6SLuetDG327dvR/fu3aGtrQ1tbW10794dO3bskEhXts7Xrl1D//79oaOjAz09PXh5eYneW1XuVU1s374dPB4PI0eOlDjn7u6O8PBwPH/+HAMHDsSbN29qfL3KjBgxQiKwBQA3Nzd4eHjg7du3uHXrltRyzp07h4cPH2Ls2LGiwBYA9PT0sHTpUhQWFmLnzp1ieVJSUiAQCNCzZ0+J3vmhQ4cCAF69eiU6lp+fj4CAANjY2GDTpk0SgS0A8PncfYE+Pj548uQJIiMjpb4XUnek9ty2aNGiyksjNVrmVsBn4xVdiyaHMYZ/Mq9iUfL/cCv3sdi5NW188ethFQDVW9dWHlqZ6Ci6Co2WwzeHkZ1Xj77JVEJPUwW3NgyXW/lc/9iGhIRg1qxZ0NfXx2effQYTExNcu3YNq1atQmRkJCIjI6GqqipK7+vri927d8PGxgazZs1CQUEBNm7ciEuXLkmUXZGQkBD4+fnBzMwMXl5eMDIyQkZGBq5cuYJDhw5h5MiRcHd3R0pKCnbu3InevXvD3d1dlL/84/DY2FisXr0aHh4emDZtGlJTUwEAb968wddffw03NzcMHjwYBgYGePToEf7++2+cOHEC0dHRcHZ2BgCp18vKyqrw/cyZMwfBwcGwsLAQfZE4ePAgJk+ejMTERGzatEkiz9WrV/Hjjz/Cw8MD06dPR2JiIiIiInDr1i38+++/UFdXl/leVRdjDJGRkbCzs4OBgQFnGm9vbwQHB2PWrFkYMmQIzp49C03Nul/BR0VFBUDFAWNZUVFRAMA5QW7gwNLdI8s/wWjTpg1UVVVx8eJF5OTkQFdXV3Tu6NGjAIC+fT/OzTh16hTevn2LyZMno6SkBH///Tfu378PfX199OvXD61bV9yp1aNHDwDA2bNnxcokiiW1ZXF982xSdsYAnTuV/qyuCdBjhzq3KfUQ5t37VeyYhpIagtrNwDTLIVj/YZ+CaiZJT1MF0/q2UXQ1Gq3svCK8fV+o6Goo1LZt2wAArq6uYsfv3LmDOXPmwNHREWfPnoWRkZHonHAoQ3BwsGh84tmzZ7F792506tQJFy9eFAU53377LTp37lyl+qiqquL69eswMTERO/f69WsAEAWXO3fuhLu7e6WTvE6fPo2wsDBMniy+soyBgQFSU1NhYSE+Kff27dtwcXHB0qVLcfr0aZmuV1FwGx0djeDgYNjb2+PSpUuiXr/ly5fDxcUFmzdvhre3N9zc3MTyHT9+HPv27RMbQzphwgTs3r0bERERGD16tMz3qrqSkpLw5s0bfPrpp5Wm8/PzQ0ZGBn744QeMGjUKhw8f5gwyg4KCKv0SUJ6np6dYz2pFUlNTcebMGZiZmcHBwUFqeuGE9jZtJP+uNm/eHNra2hKT3o2MjLB27Vp88803aNeuHYYPHy4ac3vu3Dn4+fnhq6++EqUXPgVRVlaGo6Mj7t+/LzqnpKSEefPmYf369Zz169q1dA7OxYsXpb4XUnekf21q4pJSnojWpjUzM4OZmZmCa9R0FAmKsT5lP354tEfs+NyWXvje9gsYquiiqFggsWJBM111fD1EcsKEvOlpqqJvh+awNJJtZzNCpHnw4IEoMBNOKIuMjISpqSl++uknsbShoaEoLi5GcHCwWGALlE58CQwMxN69e0XBbXh4OIDSsYtle+/MzMwwd+5cLF26VOZ6qqioiHrjyipfD1k4OTlJBLYAoKamJhHYAkD79u3h4eGBkydPoqioiLMeshI+3l6+fLnY42wDAwP4+/vjiy++wI4dOySC2169eklMjhL2il+9elUU3AK1e6/KevbsGQDA1NRUatoVK1bgzJkzOH78OIKDgzFv3jyJNEFBQXjy5InM17e2tpYa3BYVFWH8+PEoKCjAunXrOB//l5ednQ0AFU7+09XVFaUpa968ebCwsMCUKVPw668fO0dcXV0xduxYsYD+5cuXAIDAwEA4OTnhypUrsLe3R2JiIqZNm4YNGzbA1tYWM2fO5Ly+urq66P6TupGeno709HQApV/syqPgVgrhTGUA8Pf3b3LLyiiS/8NdWPP4Y69sc1VDHOi4DD0N2ouOvfsg+Yja0lATcz6t++CWkNr28OFDBAQEiB1r3rw5YmJiJB6VxsWVTqg8efIkzp49K1GWiooK7t69K/r9xo0bACR7gAFUaUfK0aNHY+HChejQoQPGjh0LDw8PuLq6ij0Krgrh0AIu169fx48//ogLFy4gIyMDReUG22dmZtaoA0I4drfsMAYh4Rje69evS5zr0qWLxDFLS0sA4r3EtX2vyhL2/Mqy6sHRo0cRFxeHtm3bYsqUKZxpavuprUAgwKRJkxAdHY2pU6di/Hj5DvFbsWIFVq5ciRUrVmDcuHHQ19fH9evXMW/ePLi7u+PgwYMYNmyYqG4AoKqqioiICNHa/m5ubti/fz86duyIDRs2cAa3QOmEvczMTLm+HyIuNDRU4m9jWTIHt69fv8bWrVsRGRmJtLQ0AKXLqfTp0wdTpkyp8bfO+io8PFy0bAr12tadFwVvxQJbe62WOOG0ClYa4r0SuR8kZ7BqqdN3tsZKT7P6vXJ1rTbqOnDgQPzzzz8ASifA7Ny5E4sWLcKwYcNw5coVaGtri9IKJwitWiXbyi05OTlQUlKCsbGxxDlZev+EFixYACMjI4SEhGDDhg1Yv349+Hw+hgwZgo0bN6JVK45NbypR0bVjY2PRp08fAKXjL9u0aQNtbW3weDxERETgxo0bKCio2dh74T1p1qyZxDlTU1PweDzk5ORInOMKToU9gyVldq+s7XtVlnAFow8fPlSaLiUlBRMmTIC6ujr2798PHR35zxEQCATw9fXFnj17MG7cOLGeVGmEPbZcvbNA6WdWfozxmTNn4O/vj3nz5mHx4sWi466urjhy5AhsbGzwzTffiIJb4TW6du0qsWlVhw4dYGNjgwcPHiArK4vzy0N+fr5Cxi43ZdOnTxd9fklJSWIdkYCMwe2pU6cwZswYZGVlgbGPuzHduXMHZ86cwU8//YQ9e/Y0yh1R7O3t4eTkpOhqNCkZBW9gdv7jYzw3/Q6Icl4PJZ7keOdcjp5bbQpuGy15TtCq75o1a4YFCxYgOzsbK1euxHfffYegoCDReWGAlZOTI1PAoqurC4FAgMzMTIlg7sWLFzLXi8fjwdfXF76+vnj9+jViYmKwd+9e/Pnnn0hOTsbNmzdlevxctjwuq1atQkFBAWJiYiR6m+Pi4kQ90TUhvCevXr2SGBP78uVLMMZq1Mta2/eqLOFnWNkqCAUFBfD29sbbt28RFhYGR0fHCtPW1phbgUCAyZMnY9euXRgzZgx27NhRpSWzhGNtk5OTJXrIMzIykJubi27duokdP3HiBICPve1lNW/eHO3atUNiYiJyc3Ohra0NOzs7ABX3eguP5+fnS6QRCATIzs5G+/btJTMSuZE2TFRqFJCcnIwRI0YgLy8Pjo6OmDx5MmxtbQEAjx49wo4dO3D9+nXRcixcg74JkVX48zMY/++PYsd6feiHA5dSOdM/eim5M4yOesPp3SOkqpYuXYqwsDBs2bIFX3/9tWhnqe7duyMhIQFxcXHo37+/1HI6duyIxMREXLx4EZ6enmLnYmNjuTNJYWRkBE9PT3h6eiIzMxPnzp3DgwcPYGdnJwrayvZkVsXDhw9haGgoEdjm5eUhISFBIn11rte5c2ckJiYiKioKPj4+YueEs/ZlmTQli8ruVXW0b98eSkpKuHfvXoVp5s6di/j4ePj6+nKOay6rNsbclg1sP//8c+zevbvKwXvv3r2xZs0anDp1SmzsMlA6BEeYpqzCwtJJp2WX+yrr1atXUFJSEo19FgbBXGM3i4qK8ODBA2hpaXH26CcnJ0MgEMg0OY7UHalfn9auXYu8vDwsX74c169fx9y5czF06FAMHToUc+bMQUJCAgICApCXl4d169bVRZ1JIxWcGiER2KpddMWmbVn48tdYzteqvyTXSdTWoOCWNF4aGhpYtGgRioqK8MMPP4iO+/n5gc/nY/bs2aLls8rKysoSWw/2iy++AFA6NjE/P190PCMjg3O5q4pERUWJPdEDSgMCYQ+icBksQ0NDAJDYxlRWVlZWePv2LW7fvi06VlJSggULFnAGMdW53sSJpZvDBAQEiA0/yM7OFo3vE6apDlnvVXXo6+vD0dER165dE40hLSs8PByhoaFwdHTEzz//LLW8lJQUMMZkfpVfM1g4FGHXrl0YNWoUwsPDpQa27u7u4PF4oi8SQOmSXTY2NtizZ4/YeOfs7GysXr0aqqqqmDBhglg5wjHjgYGBEsMZfv31Vzx79gw9evQQbSAh3EXtwYMHotVIhNauXYusrCx4eXlxrioh3EqYa01fojhSe27Pnj0LOzs7fP/99xWmWbZsGfbs2YMzZ87UauVI0/G+OB8L74v/UVG50x4qj6u+aQYNSyCN3bRp07Bu3Trs2rULS5cuha2tLTp06IAtW7Zg5syZsLOzw+DBg2Fra4t3797h0aNHOH/+PCZNmiQa79ivXz+MHTsWe/bsgYODAzw9PVFQUIA///wT3bt3x5EjR2R6fCzc2tTFxQVWVlYoKirC6dOncefOHbGdo9q1awdzc3Ps27cPampqsLS0BI/Hw+zZs2XaBnf27Nk4deoUXF1d4ePjA3V1dURFRSEtLQ3u7u5iAZG061WkV69emD17NoKDg9GhQweMHDkSjDEcPHgQz549w5w5c2q05bGs96q6vLy84O/vj7i4OHzyySei42/evMGMGTMAlO6qVVFHVG1OmF6xYgV27twJbW1ttG3bFitXrpRIU34ogzAoLxtE8vl8bNu2DQMHDkSvXr3Ett998uQJ1q9fL3p6ITRq1CiEhIQgOjoabdu2xbBhw6Cvr4+EhAScO3cOGhoaCAwMFMuzZcsWfPLJJ5g6dSoiIiJEQxfOnTsHKysridVJhE6fPg0+ny/aHILUE0wKNTU1NnbsWGnJ2NixY5mamprUdA1FfHw8A8Di4+MVXZVGraikmB1/eZlNvPUjw8n+opeW73amPf73ar1+O31P0W+LkBp5/PgxA8AGDhxYYZrg4GAGgI0fP17s+JUrV9jo0aOZubk5U1FRYcbGxszJyYktXryYJSUliaUtKipiP/zwA2vVqhVTVVVlNjY2bPXq1ezy5csMAJs7d65EnSZOnChWxpYtW9iwYcOYlZUVU1dXZ0ZGRqxbt24sJCSEFRYWiqWNi4tjvXv3Zjo6OgwAA8AeP37MGGMsMjKSAWD+/v4VvucDBw4wJycnpqmpyYyNjZmPjw97+PAhmzhxolhZ0q5X0XsRCgsLY87OzkxTU5NpamoyZ2dnFhYWJpGusjpzXaMq96o60tLSGJ/PZzNnzuSsi7RXbRJ+JpW9tm/fLkovEAiYoaEhs7a2ZkVFRRLlXb58mQ0aNIjp6uoyDQ0N1q1bN7Zv374Kr//hwwe2Zs0a1rlzZ6apqcn4fD6zsLBg48aNY3fu3OHMk5qayiZNmsSaN2/OVFRUWIsWLdisWbPYixcvONO/f/+eaWtrM09Pz6rdHFKruOI1HmPlnpGUY2RkBCcnJ9Hi2BXp378/EhISarwQdX2RkJCALl26ID4+niaUycHDvOc4+OICfnn6N1I/vBQ7p3ahF1RSqreVs5WxFiKXD0Qz3eo/3iOkqdu2bRumTp0q6gkmDcf48eNx7NgxPHnypE5WQqgt//77LxwcHPDLL7/Az89P0dWRifD/k/Pnz9eoR5/UDFe8JvX5badOnRAdHY1bt25VOGD65s2bOH/+vMTC1oSU9fTDS8TnJON/z/7B0czLnGk03htCKbWl2LG5g+2hxpf+eNTCUBOfdW1BgS0hMsrIyBAtcSWUlpaGlStXQllZmR61NkArV67EgQMHEBwcXKWNOBQtJiYGpqam8PX1VXRVZFJcXIzVq1dj2LBhFNjWQ1KD26lTpyIyMhL9+vWDv78/JkyYIFpbMTc3Fzt27MAPP/yAkpISTJs2Te4VJg3Tndwn6Br3FfIFkutQWqoZY4J5f9hrtUDQllzcE+SJnV/q5QBNNRpHS0htW7t2LY4dOwY3NzeYmJggNTUVR48exbt377B8+XK0aNFC0VUkVWRlZYWdO3dWaTm3+mDmzJkN6ilBamoqJkyYIPfNKEj1SI0YRo8ejRMnTmD37t2YPXs2Zs+eLdqwQTgEgTGGCRMmSGw/SIjQhicHJALbIcbdMdG8PzxNPoGKUmlTDCo+KpFXWYl73UtCSM0MGjQId+7cwbFjx/D27Vuoq6vD0dERfn5+GDt2rKKrR6qp/DJmpPbZ2NjQjqX1mEzdYTt37kSPHj2wfv16PHr0SGybOVtbWyxYsADTp0+XWyVJw3cqM1708wrbCRjazAWddSVXQigRSA4Bp+CWEPkYNGgQBg0apOhqEEJIrZL5We+MGTMwY8YMpKWliW2/a2FhIbfKkcbhh4fheFZQ+oXIw6AjltmOqzAtBbeEEEIIqQnZ98D7fxYWFujWrRu6detW64Ht/v374e7uDgMDA2hpaaFjx4748ccfUVQkucVqZRITE7FmzRr07dsXpqamUFFRgYGBAdzc3PDLL79UuTxSPUFP/oLSqYH4/uEu0TE3g8p3cSkf3CrxeBVux0kIIYQQUl69maXz9ddfY9OmTeDz+ejTpw+0tbVx7tw5LFq0CEeOHMGpU6egoaEhtZzi4mLRUhDa2tpwdnaGqakpnj17hkuXLuHChQvYtWsXTp48WeE+0qTmcovz8d/7W8HwMVhtrWmOb6xHVpqvfHDLV6bAlhBCCCGykwhud+3axZVOZuW3wZNFREQENm3aBG1tbZw/f14UnGZmZqJPnz64cOECli1bhvXr18tUXpcuXbBo0SIMGzZMtL0eANy6dQsDBw7ElStXMH/+fISFhVW5rqRijDHsyTiHmLf/4nVRDorZxz3dv7QYhN/+8zWUeJU/LCguEd82koYkEEIIIaQqJDZxUFJSqtFj4JKSEumJyunWrRuuXr2KlStX4ttvvxU7d+HCBbi5uUFNTQ0vXryQaZvGyoSHh2P8+PHQ0NBAdnY2VFRUONPRJg7S5RS/x4uCLLwpKt2Dfc3jfTj86pJEul/t52B6C9nWy2w16yAy331cVUFbnY/032jmLyGEEEIkybSJQ58+faoc3F66dAl5eXnVCorT0tJw9epVAOBcesbV1RUtWrTA06dPcfz4cYwZM6bK1yirc+fOAID8/HxkZmbCzMysRuU1VaFPj2LW3Z9RwgSVpjNW0YOnSU+Zy5UYlkA9t4QQQgipAong9syZMzJnjomJwcKFC5Gfnw8AFe5gVpnExEQAgKGhIVq1asWZpmvXrnj69CkSExNrHNwmJycDAFRVVWFoaFijspqKlwVvEfLsKBJyHqBAUAQBBDj9OqHC9AOMuuCntlMBAG00LaChrFZh2vIkJpQpVXnOIyGEEEKasGpNKPv333+xZMkSHD9+HIwxtGzZEitWrKjWTh2PHz8GALRs2bLCNMJdcoRpq4sxhh9//BEAMHToULHxuPVJdtF7/PrsKM68TsDb4lyZ8jDG8KIwC0WsuNbr87Iwq9Lzs1sOh9L/L7zRTFUPc1p6QoevWa1rlQ9uacwtIYQQQqqiSsHt06dPsWzZMvz+++8oKSmBkZERli5dilmzZkFVVbVaFXj37h0AQEtLq8I0wu1+c3JyqnUNoYCAAFy6dAna2tpYu3atTHmSkpIqPGdmZlatYQ3/vnuMB/nPcT3nIa7k3ENucT4EYEgveINiVoLUDy+rXKYi6PG1cNxpJT7Rb19rZRYLxIc50GoJhBBCSNOWnp6O9PR0znNccZpMwe3bt2+xatUqbNmyBR8+fICmpibmzp2LRYsWQVdXt2Y1riO7du3CihUroKSkhLCwMLRp00amfOPGVbzhgL+/f5W33zv8MhZe1wPElsiShs9TlimdHl8LutXsMZXGgK+N72zGoo9hZ9ExTWU10ba5tUWi55bWuCWEEEKatNDQUAQEBMicvtLI5MOHD9i4cSN+/PFH5OTkQFlZGdOmTcPy5cvRvHnzGlcWAHR0dAAA79+/rzBNbm7po/nqBtL79++Hr68vAGDr1q0YNWqUzHnDw8Nhb2/Pea46vbZLk7dXGNjqKGtCS1kdSjwe3A0c8YVZXwwy7ip1+azGpLiE1rklhBBCyEfTp0/HsGHDOM8lJSVJdERyBrcCgQDbtm3DihUrkJ6eDsYYRowYgdWrV6Nt27a1WmFra2sApUMeKiI8J0xbFX/99RfGjh0LgUCA0NBQUZArK3t7+1pbCuxVYRbuvH8i+n13h4Vw0GkFe62W4IEHPk+5Se/GJaCtdwkhhBBSTlWHgUp0Cf71119o3749Zs6ciefPn6NXr16Ii4vDgQMHaj2wBT4uzfX69esKJ4xdu3YNAKocZEZERGD06NEoKSlBSEgIpk6dWrPK1tDV7Puin+dbjcQ4837oqGMLVSUVqCjxm3RgC0gOSQBotQRC5CklJQU8Hg+TJk1SdFWIjBT9mTHG0KVLFwwYMEAh128q7t27Bz6fjy1btii6Kg2SROTg7e2N+/fvQ1NTE0uXLsWqVatQXFyM2NhYmV5VZWlpCWdnZwDAnj17JM5fuHABT58+hZqaGgYPHixzuUeOHIGPjw+Ki4sREhKC6dOnV7lute1K9l3Rz9307BRYk/qp/GQygNa5JU1TVFSU1ABGljSk6RC2h6rOA6mqXbt2ISEhAStWrBAdEwbclb2q8+S1Mh8+fMD8+fPRq1cvmJubQ11dHc2bN0fPnj2xfft2FBUVVbnMQ4cOoX///jAyMoK6ujpatWqFMWPGVPpkWWjdunWi9xoXFydx3trausJ74+7uLpHezs4OY8aMQUBAgGjiPZFdhWNu8/LysGbNGqxZs0bmwng8HoqLq74U1dKlS+Hl5YW1a9fi008/FfXQvn79Gn5+fgCAr776Smx3skOHDmHJkiWwsLDA2bNnxco7fvw4vL29UVxcjF9//RXTpk2rcp3kISbrX9HPzroU3JbH1XNLwxIIkR8LCwskJSXVeOdHUncU+ZkJBAIsX74cbm5ucHFxER3X1dWFrq4ucnJy4OPjwzlPRV9fv1brkpubi5CQEHTr1g1DhgxBs2bN8PbtW5w4cQK+vr7Yt28fTpw4IdPTP8YYZsyYgd9++w22trYYPXo0dHR08Pz5c5w/fx5PnjwRLUnK5d9//4W/vz+0tLQqnT+kp6eHr7/+WuJ4RYH/woULER4ejs2bN0vs3koqJxHctmzZss4fj3t6emLOnDnYvHkzXFxc0LdvX2hpaeHs2bPIyspCz5498cMPP4jlyc7Oxr179/Dhwwex4y9fvsSIESNQWFgIS0vLSnuU169fD2NjY7m9r7KuZt/DuTfXAQDNVQ3RSqN2JuQ1JuUnkwE0oYwQeVJRUUG7du0UXQ1SBYr8zE6cOIGUlBSJQMvQ0BCHDx/GoEGDEBsbi/Xr11caDNYGQ0NDZGdnSyxDWlxcjP79++PUqVM4ceIEhgwZIrWszZs347fffoOfnx82b94MZWXxFYoq67QrKirCxIkT0alTJ7Rp0wbh4eEVptXX169Sz7qDgwMcHR2xdetWLFmyhIbpVYHEnUpJScHjx4+r/aquTZs24Y8//kCPHj0QGxuL48ePw9LSEmvXrsW5c+egoaEhUzl5eXkoKCgAADx79gw7d+6s8CVchaEuhD47Jvp5qc3oJj++lgv13BJSM2UfTV+7dg39+/eHjo4O9PT04OXlhZSUFLH0lY3fLCkpwbp169C6dWuoq6ujdevWWLNmDR49eiSRZ8eOHeDxeNixY0eldSovOjoan332GYyNjaGmpoY2bdrgu+++Q15eXpXed3R0NDw9PWFqago1NTW0aNECI0aMwIULFyTSbt++Hd27d4e2tja0tbXRvXt3qfWOjY2Fh4cHdHR00KxZM/j5+Yl25jx27Bh69OgBLS0tmJqaYuHChRLBUG2WxfWZLV++HB4eHgBK13Mv+8hb+JkfPHgQvXv3homJCdTV1WFubo5+/frh4MGDMt/n7du3g8fjYeTIkRLn3N3dER4ejufPn2PgwIF48+aNzOVWh5KSEuf6+nw+H15eXgCABw8eSC0nPz8fAQEBsLGxwaZNmyQCW2GZFVm1ahVu376NsLAwzrw15ePjgydPniAyMrLWy27ManeR0hry8fGBj4+PTGknTZrE+QfZ2toajMm+hmxdiXpzEwCgoaSGLy0GKbg29ZOA43NToi8BhFTZ1atX8eOPP8LDwwPTp09HYmIiIiIicOvWLfz7779QV1eXWsa0adMQFhaGVq1aYdasWfjw4QMCAwOrNbeCS0hICGbNmgV9fX189tlnMDExwbVr17Bq1SpERkYiMjJSps2BNm3ahHnz5kFDQwNeXl5o2bIl0tLScOHCBRw4cACurq6itHPmzEFwcDAsLCzw5ZdfAigN+iZPnozExERs2rRJovzLly9j3bp1GDhwIKZPn47IyEiEhIQgJycHn332GSZNmoThw4ejR48eOHbsGH766Sdoa2vj+++/l2tZZbm7uyMlJQU7d+5E7969xcZw6uvrIyQkBH5+fjAzM4OXlxeMjIyQkZGBK1eu4NChQ5zBanmMMURGRsLOzg4GBgacaby9vREcHIxZs2ZhyJAhOHv2LDQ15bP2ekUEAgH++ecfAECHDh2kpj916hTevn2LyZMno6SkBH///Tfu378PfX199OvXD61bt64wb0JCAlatWoUVK1bgP//5j9RrFRQUYMeOHXj+/Dl0dXXh7OyM7t27V5qnR48eAICzZ8+ib9++Uq9BStWr4LaxevrhJR7mPwcAOOq0gqay9H9YmqLiEo4JZcr0GIaQqjp+/Dj27duHzz//XHRswoQJ2L17t2gVmcpERUUhLCwMHTt2xMWLF0U7SC5duhSdOnWqcf3u3LmDOXPmwNHREWfPnoWRkZHo3Nq1a7FkyRIEBwfjm2++qbScGzduYP78+TAzM8PFixfFxi4yxsR2NIqOjkZwcDDs7e1x6dIl0ZjV5cuXw8XFBZs3b4a3tzfc3NzErvHPP/8gIiICw4cPB1D6GLpr167Ys2cPTp48iejoaNGk6ICAALRu3RqbNm3CkiVLoKKiIreyyhIGszt37oS7u7tEL/m2bdugqqqK69evw8TEROzc69evK7vFIklJSXjz5g0+/fTTStP5+fkhIyMDP/zwA0aNGoXDhw9z9nwGBQUhKytLpmsDpcMXudpeYWEhVq9eDcYYXr9+jbNnz+Lu3buYPHmyTMFgfHw8AEBZWRmOjo64f//jqkZKSkqYN28e1q9fL5GvoKAAEyZMQKdOnbBw4UKZ3kNGRgYmT54sdszZ2Rl79+6Fra0tZ56uXbsCAC5evCjTNUgpCm7rwMpHH1eBcNKp+FtgU0fDEogsusbNQkbBW0VXo1LN1QxwzeUXhV2/V69eYoEtAPj6+mL37t24evWq1OB2165dAIDvv/9ebGt0CwsLzJ07F8uWLatR/UJDQ1FcXIzg4GCxwBYonUQTGBiIvXv3Sg1uQ0NDIRAIsHLlSolJOTweD+bm5qLfd+7cCaA0mC07GcvAwAD+/v744osvsGPHDong1sPDQxSMAqVjXr29vXHz5k189tlnomAUKN2UaOjQoQgLC8OzZ8/QqlUruZVVVSoqKpwBcvn7X5Fnz54BAExNTaWmXbFiBc6cOYPjx48jODgY8+bNk0gTFBSEJ0+ecOTmZm1tXWFwW3bnKh6PhwULFsg8Gf7ly9Lt7gMDA+Hk5IQrV67A3t4eiYmJmDZtGjZs2ABbW1vMnDlTLN/333+P5ORkxMfHyzQcYfLkyXBzc0OHDh2gra2N+/fvIzAwELt370bfvn1x69Yt0aZWZenq6kJdXV10/4lsKLitA0m5qaKfZ7Xk3mGDAMUcwS0tBUbKyyh4i7SCTEVXo17r0qWLxDFLS0sAkKm37MaNGwAgEehVdKyqhEslnTx5UmK1G6A0ELt7967E8fKuXLkCADKtuZqYmAgAnMsuCcerXr9+XeIcV0AlXEy+snPPnz+XCEhrs6yqGD16NBYuXIgOHTpg7Nix8PDwgKura5V2/RT28Mqy6sHRo0cRFxeHtm3bYsqUKZxpyo//ri5tbW0wxiAQCPD8+XMcOXIES5cuxaVLl3D8+HGp71Hw/0tQqqqqIiIiQvSFyM3NDfv370fHjh2xYcMGseD20qVLWL9+PZYvXy7T0AcA8Pf3F/u9U6dOoi+Ru3fvxtatWzF//nzOvIaGhsjMpL95VUHBbR149v//EBvwddBe21qxlanHqOeWyKK5Gvd4v/qkpnUUzooWcKz9LCQ8xzWDmusfdOGj4ZKSEqnXz87OhpKSEudqMrL03EkjnGy0atWqGpWTnZ0NHo8n085FOTk5UFJSQrNmzSTOmZqagsfjIScnR+JcZfeysnNc66zWZllVsWDBAhgZGSEkJAQbNmzA+vXrwefzMWTIEGzcuFGmwFk4qbv8CkXlpaSkYMKECVBXV8f+/fs5eyPlQUlJCZaWlpg5cyaMjY3h4+ODVatWYd26dZXmE/bid+3aVaynHygds2tjY4MHDx4gKysL+vr6KC4uxsSJE+Ho6IjFixfXuN7Tp0/H7t27cfHixQqD2/z8/Dofu9zQUXArZ4wxpH0o/cZrqV43y441VBTcElko8nF/XRH+g1vZeEhhT4481jvV09ODQCBAZmamRDD44sULifTCAJtryaTs7GyJY8JALicnp0bBj76+vmhsrYWFRaVpdXV1IRAI8OrVK4lxpy9fvgRjrEo9mQ0Jj8eDr68vfH198fr1a8TExGDv3r34888/kZycjJs3b0p9tC5sB5WtglBQUABvb2+8ffsWYWFhcHR0rDBtbY255SLsyY+KipKa1s6udM35inqkhcfz8/Ohr6+P3NxcJCcnA0CFEx6Fk8AOHToET0/PSq8v/AJZ0fq4AoEA2dnZaN++faXlEHEU3MrZ84LXKGSl37ot1GQb29RUlXBMKFOmCWWkCbKzs4OqqiquXr2K4uJizgk5ly5dAoBKA4jq6tixIxISEhATE4MRI0aInYuJiZFIL5w9n5aWJnFOOBygrO7duyMhIQFxcXHo379/tevZrVs3XLt2DadOnZKYqFNe586dkZiYiKioKIlVeYRBUG1MllMUYXAqrWfeyMgInp6e8PT0RGZmJs6dO4cHDx6IgryKtG/fHkpKSrh3716FaebOnYv4+Hj4+vpK/Txqa8wtl+fPSydwVzYJT0g4JCUpKUniXFFRER48eAAtLS1RcK+mpiZaaaO86OhoJCcnY9iwYWjWrJlMu7JdvnwZQMUbOSQnJ0MgEMDBwUFqWeQjihzk5O77VAxJ+A6W0WNFx9ppyXdR64aOem4JKaWurg4fHx+8evUKK1eulDh/69YtbNu2DTo6OqI1PWvT+PHjAZRODCrbo5SWlsa5XFaXLl3A4/Gwb98+scfWycnJnOn9/PzA5/Mxe/ZspKamSpzPysriDIrLmzFjBpSVlfHdd99JBEqMMVGQAwATJ04EULoKQdnhB9nZ2aIJScI0DZGhoSEAcG4VGxUVJbFEZlFRkagXVpal4fT19eHo6Ihr165xDpcJDw9HaGgoHB0d8fPPP0stLyUlBYwxmV/ll/68c+cO53rIeXl5osf7gwcPFjvn7u4OHo8n1qNra2uLAQMG4MGDB9i2bZtY+rVr1yIrKwteXl6iL5gaGhrYtm0b5+uTTz4BACxZsgTbtm0TBeN3797lrOvdu3exaNEiAMDYsWMlzgMfg9/evXtznifcqOdWDt4V52Fg/FKkfngpOqbC48OvBU0mqwxXcEsTykhTtWHDBly+fBkBAQE4evQoevfuDXV1ddy/fx9///03GGP4/fffa31bU6C0N2vy5MnYvn07HBwc4OXlhYKCAvzxxx9wcXHB0aNHxdKbm5tjzJgx2LNnD7p06YJBgwbh5cuXOHToEAYNGiSxUUCHDh2wZcsWzJw5E3Z2dhg8eDBsbW3x7t07PHr0COfPn8ekSZPw66+/VlpPBwcHBAUFYc6cOWjfvj08PT1hZWWFjIwMREdHY8iQIQgKCgJQuoLE7NmzERwcjA4dOmDkyJFgjOHgwYN49uwZ5syZg169etXqfaxL7dq1g7m5Ofbt2wc1NTVYWlqCx+Nh9uzZ8PT0hK6uLlxcXGBlZYWioiKcPn0ad+7cgbe3N6ysrGS6hpeXF/z9/REXFycK5IDSoQozZswAUPqZVDTOtSq7c0nz559/IjAwEK6urrC2toauri7S0tJw4sQJvH79Gm5ubhKrNAiD8vJPQrZs2YJPPvkEU6dORUREBNq1a4fExEScO3cOVlZW+Omnn2pU13379iEwMBC9evWClZUVtLS0cP/+fRw/fhxFRUVYsmRJhW3v9OnT4PP5GDp0aI3q0NRQcFtL3ha9w4qH4XhWkIkDL8Qf27XXssLKNpPQRqvyMWFNTX5hMQ5dSUVy+jsAQEZWvkQa6rklTZWJiQmuXr2KjRs3IiIiAqGhoSgsLETz5s3h7e2NBQsWoHPnznK7/tatW9G2bVts3boVP//8MywtLTF//nz4+PhIBLdA6VqqxsbG+OOPP/DLL7/Azs4Ov/32G8zNzTl3wZo6dSo6deqEwMBAREdH48iRI9DT00PLli0xb948mXtRv/rqK3To0AEbNmzAiRMnkJubCxMTE3Tv3l1i+MHmzZvRuXNnhISE4LfffgNQ+rh9xYoVUh+j13fKysr466+/sGjRIuzduxfv3pX+XR03bhzWrFmDf/75B1euXMGRI0egpaUFW1tbhISEVPiIncuUKVPwww8/IDw8XCy4zcnJEfXw//777xXmr83gdujQoXj+/DliY2Nx6dIl5ObmQk9PD46Ojhg9ejR8fX3FgljGGG7fvg1ra2u4uLiIlWVra4tr167h+++/xz///INTp06hefPmmDVrFr7//nuJMdpV5eHhgaSkJCQmJiImJgZ5eXkwNjbG4MGD4efnV+FqH3l5eYiIiMDQoUMlJruRyvFYfdzOqx5ISEhAly5dEB8fDycnJ6npv7kXisAnkn/A73yyDfbaLeVRxQaNMYbBa87iwt2Xlabz6WGF/83sWUe1IoRIk5KSglatWmHixImc29aSxm38+PE4duwYnjx5UmcrIdSGf//9Fw4ODvjll1/g5+en6OrIZNu2bZg6dSrOnz/foJ8qyBtXvEY9t1I8y38F/bx0MDCkF7xBESvGvffPcOPdIzz78AqP8zOQXvgG2cWSMx19LQZSYFuBKw8ypQa2APXcEkJIfbJy5UocOHAAwcHBWLp0qaKrI7OYmBiYmprC19dX0VWRSXFxMVavXo1hw4ZRYFsNFNxKMfy6P/Be9uVheuj9B392/BZqSipopqovv4rVYzn5RcgvkFwSqKy4ZNkWpLYzr/1ljgghhFSPlZUVdu7cybkkXH02c+ZMiV3G6rPU1FRMmDBBNLmTiEtPTxdtr8210gUFt7XAUs0Y2nwNGKnoYkPbabBUl1wkvCl4mZ2Pib9clKlHVhZtzXQxoTf3ftuEEEIUo/xYZlL7bGxsanWMcmMTGhoqtu1yeRTcStFD1Q56aqU78phqGaG5rjE0ldXQy8ABxiq6aKtlCVUl6WvpNQUr/7pVo8B22UhH2JhqAwCa6aqje+tmUFeVvmc3IaTuWFtbSywrRQghdWn69OkYNqx0BaqkpCSMGzdO7DwFt1L83GWuTBPKmoKMrHws/j0e1x6+5ly269kbyXX8qmJib1uY6mvUqAxCCCGENG5mZmaVbrtNwS2R2RebY3DlgWxjZauqT4fmFNgSQgghpMYouCUyyXpfWK3A1qVN5eOPlZV46NzKEIs9O1S3aoQQQgghIhTcEpnkF1a++gGXXV+5wqsbLYVGCCGEkLpDwS2RCccQWwAAX1lyHVojbTX4erTG8K4t5FwrQgghhBBxFNwSmQg4otte9qY4tqSvAmpDCCGEEMJNSdEVIA1DCcfSP7R5GCGEEELqGwpuiUy4em6VKLolhBBCSD1DwS2RiYCz55aCW0IIIYTULxTcEplwTSijnltCCCGE1DcU3BKZcA5LoNiWEEIIIfUMBbdEJjQsgRBCCCENAQW3RCY0oYwQQgghDQEFt0QmJRzBrTIFt4TUeykpKeDxeJg0aZKiq9KoMMbQpUsXDBgwQNFVkat79+6Bz+djy5Ytiq4KITKj4JbIhHNCGQ1LIEQuhAFpZS9ra2tFV7NWREVFgcfjYfny5YquSpXs2rULCQkJWLFihdhxRXx21tbWFV7L3d1dIr1AIMDPP/8MJycnaGpqQldXF7169cLff/8tkdbOzg5jxoxBQEAA3r17V6v1JkReaIcyIhPuMbcKqAghTYitrS3GjRvHeU5fX79uK0NEBAIBli9fDjc3N7i4uIid09XVha6uLnJycuDj4wN7e3uJ/PL47PT09PD1119LHC8fSDPG4OPjg4MHD8LW1hZffvklCgoKcPjwYQwfPhzBwcH46quvxPIsXLgQ4eHh2Lx5M7799ttarzshtY2CWyITruCWhiUQIl+tW7ducD2aTcGJEyeQkpLCGegZGhri8OHDGDRoEGJjY7F+/Xq0aNFC7nXS19eXqa0cPHgQBw8eRM+ePXH69GloaGgAAFavXo2uXbtiwYIFGDp0qFhQ7ODgAEdHR2zduhVLliyBkhI99CX1G7VQIhOuMbc0LIGQ+qOkpATr1q1D69atoa6ujtatW2PNmjUQCAQSaXfs2AEej4cdO3ZInJM2TCA6Ohqenp4wNTWFmpoaWrRogREjRuDChQsAgMLCQgQHB2PgwIFo0aIF1NTUYGJighEjRiAxMVGsrOXLl8PDwwMAEBAQIPY4PSUlRSzt9u3b0b17d2hra0NbWxvdu3eXWv/Y2FgMGDAA+vr64JX5e3Xw4EH07t0bJiYmUFdXh7m5Ofr164eDBw9WcofF68Lj8TBy5EjO8+7u7ggPD8fz588xcOBAvHnzRqZy68Lhw4cBAEuXLhUFtgBgbGyMefPmoaCgANu3b5fI5+PjgydPniAyMrLO6kpIdVHPrRRJSUmin83MzGBmZqbA2igO12oJPApuCak3pk2bhrCwMLRq1QqzZs3Chw8fEBgYiNjY2Fq7xqZNmzBv3jxoaGjAy8sLLVu2RFpaGi5cuIADBw7A1dUVb968wddffw03NzcMHjwYBgYGePToEf7++2+cOHEC0dHRcHZ2BlAaBKakpGDnzp3o3bu32PjQso/u58yZg+DgYFhYWODLL78EUBqgTp48GYmJidi0aZNEXWNjY7F69Wp4eHhg2rRpSE1NBQCEhITAz88PZmZm8PLygpGRETIyMnDlyhUcOnSowoBViDGGyMhI2NnZwcDAoMJ03t7eCA4OxqxZszBkyBCcPXsWmpqast7qKisoKMCOHTvw/Plz6OrqwtnZGd27d5dIl5GRAQBo1aqVxDnhsXPnziEgIEDsXI8ePQAAZ8+eRd++fWu7+oRUSXp6OtLT0wGIx2lCFNxKUXa8m7+/f5N9REg7lJF65XogcCNQerpmTsDgcpNkjg8DXiVIz9txPtBp/sffC98BeyXHT0rNVwMPHjyo8G+Oi4sLBg0aBKC0tzIsLAwdO3bExYsXoaWlBaC0d65Tp061UpcbN25g/vz5MDMzw8WLF8UeWzPGRP/QGBgYIDU1FRYWFmL5b9++DRcXFyxduhSnT58GAFEwu3PnTri7u3O+1+joaAQHB8Pe3h6XLl2Cnp4egNJeXxcXF2zevBne3t5wc3MTy3f69GmEhYVh8uTJYse3bdsGVVVVXL9+HSYmJmLnXr9+LfU+JCUl4c2bN/j000+lpvXz80NGRgZ++OEHjBo1CocPHwafL/nPblBQELKysqSWJ+Tp6SnxuWZkZEi8V2dnZ+zduxe2traiY8bGxgCAx48fS4wHfvz4MQDg/v37Etfs2rUrAODixYsy15MQeQkNDZX4AlYWBbdShIeHi/4ANNVeW6D0H6/yaMwtUZjCHOB9mvR02hxjHfNfyZa3MKfcAVbNfNX38OHDCv+Az507VxTc7tq1CwDw/fffiwJbALCwsMDcuXOxbNmyGtclNDQUAoEAK1eulJikxOPxYG5uDgBQU1OTCGwBoH379vDw8MDJkydRVFQEFRUVma67c+dOAKXBrDCwBUqDaH9/f3zxxRfYsWOHRHDr5OQkEewJqaiocF7fyMhIan2ePXsGADA1NZWp/itWrMCZM2dw/PhxBAcHY968eRJpgoKC8OTJE5nKA0oniZUNbidPngw3Nzd06NAB2trauH//PgIDA7F792707dsXt27dgo6ODgDg008/xb59+7B27Vr06dMH6urqAEoD+6CgIADgDLR1dXWhrq4uev+EKNL06dMxbNgwAKVfOMtPvKXgVgp7e3s4OTkpuhoKxz3mVgEVIQQAVHUBLckASoJGM+5jsuRV1S13gFfNfNU3cOBA/PPPP1LT3bhxAwAkAryKjlXHlStXAECmdV2vX7+OH3/8ERcuXEBGRgaKiorEzmdmZsrcWSAcp8u1pJVwvO7169clzgmHPpQ3evRoLFy4EB06dMDYsWPh4eEBV1dX6OrK9rkJe3dlXfHg6NGjiIuLQ9u2bTFlyhTONOXHF1eVv7+/2O+dOnUSfeHZvXs3tm7divnzS58mjB07Fjt27EBkZCQcHBwwaNAgFBUVISIiQhSwVzRhzNDQEJmZmTWqKyG1QdowUQpuiUxo+11Sr3SqwaP/8sMUZKWqA0ysn71W2dnZUFJSEj1yLkvWHkZZrsHj8aQGpbGxsejTpw+A0kC4TZs20NbWBo/HQ0REBG7cuIGCggKZr5uTkwMlJSU0ayb5RcXU1BQ8Hg85OZK95RW97wULFsDIyAghISHYsGED1q9fDz6fjyFDhmDjxo2cY1HLEk7C+vDhg9S6p6SkYMKECVBXV8f+/ftFvad1Zfr06di9ezcuXrwoCm75fD5OnDiBtWvXYs+ePfjtt9+gp6cHLy8vLFiwAG3btpUYriGUn58v13HDhNQWCm6JTDi336XglpB6QU9PDwKBAJmZmRJB4IsXLyTSC3vmiouLJc5lZ2dzXkNfX180tpZr2IHQqlWrUFBQgJiYGLi6uoqdi4uLE/Uyy0pXVxcCgQCvXr2SCLpevnwJxhhnr2tFE155PB58fX3h6+uL169fIyYmBnv37sWff/6J5ORk3Lx5E8rKyhXWR3h/pa2AUFBQAG9vb7x9+xZhYWFwdHSsMG1tjLnlIvyy8/79e7Hjampq8Pf3l+jxjYqKAvBxfG1ZAoEA2dnZaN++vcz1JERRKLglMimhMbeE1FsdO3ZEQkICYmJiMGLECLFzMTExEumFs/zT0iTHEJdfrkuoW7duuHbtGk6dOlXhWFagdJywoaGhRGCbl5eHhATJiXzCQLKkpISzvM6dOyMxMRFRUVHw8fEROycMxqo7ac7IyAienp7w9PREZmYmzp07hwcPHsDOzq7CPO3bt4eSkhLu3btXadlz585FfHw8fH19K71fQM3H3Fbk8uXLovSy+P333wGUDt0oLzk5GQKBAA4ODjLXkxBFoXVuiUw4lsoEreNNSP0wfvx4AKWTl8r20qWlpXEuk9WlSxfweDzs27dP7PF6cnIyZ3oAmDFjBpSVlfHdd99JBGKMMTx//hwAYGVlhbdv3+L27dui8yUlJViwYAFevXolUa6hoSEA4OnTp5zXnThxIoDSdXDLDj/Izs4WTbYTppFFVFSUxATZoqIiUU+scIJVRfT19eHo6Ihr165xriEMlE5EDg0NhaOjI37++WepdUpJSQFjTObXpEmTRHnv3r2LvLw8iTLv3r2LRYsWASgdZ1sW1zCOAwcOICwsDM7OzhJfkICPgXLv3r2lvh9CFI16bolMaMwtIXWvsqXAAGDx4sVQV1eHh4cHJk+ejO3bt8PBwQFeXl4oKCjAH3/8ARcXFxw9elQsn7m5OcaMGYM9e/agS5cuGDRoEF6+fIlDhw5h0KBBnJsZODg4ICgoCHPmzEH79u3h6ekJKysrZGRkIDo6GkOGDEFQUBBmz56NU6dOwdXVFT4+PlBXV0dUVBTS0tLg7u4u6m0VateuHczNzbFv3z6oqanB0tISPB4Ps2fPhp6eHnr16oXZs2cjODgYHTp0wMiRI8EYw8GDB/Hs2TPMmTMHvXr1kvmeenp6QldXFy4uLrCyskJRURFOnz6NO3fuwNvbG1ZWVlLL8PLygr+/P+Li4vDJJ5+InXvz5g1mzJghumfr1q3jLKO2lpXct28fAgMD0atXL1hZWUFLSwv379/H8ePHUVRUhCVLlkjcn+7du6NFixawt7eHuro6rly5gqioKNjY2GD//v2cwzJOnz4NPp+PoUOH1kq9CZErRjjFx8czACw+Pl7RVakX/r6WyrTH/y72WrKH7g0h8vD48WMGQOrr7du3ojzFxcVszZo1zMbGhqmqqjIbGxu2evVq9uDBAwaATZw4UewaeXl5bM6cOczU1JSpqakxR0dH9vvvv7PIyEgGgPn7+3PWLTIykg0dOpQZGhoyVVVVZmlpyUaOHMkuXrwoSnPgwAHm5OTENDU1mbGxMfPx8WEPHz5kEydOZADY48ePxcqMi4tjvXv3Zjo6OqL3Vj5NWFgYc3Z2ZpqamkxTU5M5OzuzsLAwzvpVVv8tW7awYcOGMSsrK6aurs6MjIxYt27dWEhICCssLKzoIxGTlpbG+Hw+mzlzpsQ5WT+72hIVFcV8fHxYmzZtmK6uLuPz+ax58+Zs+PDh7OTJk5x5/P39mYODA9PR0WHq6urM3t6efffddyw7O5sz/fv375m2tjbz9PSstXoTUlu44jUeYxxdcgQJCQno0qUL4uPjaSkwAIevpmJc8AWxY3MH22Pl6M4KqhEhhCjO+PHjcezYMTx58qTOV0Goa9u2bcPUqVNx/vz5KvWSE1IXuOI1GjVJZMK5QxkNSyCENFErV65Efn4+goODFV0VuSouLsbq1asxbNgwCmxJg0FjbolMOJcCo69GhJAmysrKCjt37uRcaq0xSU1NxYQJE0STFglpCCi4JTLhmlCmTD23hJAmrPzSZI2RjY1NrU1+I6SuUN8bkQnn9ru0zi0hhBBC6hkKbolMaCkwQgghhDQEFNwSmXBPKKv7ehBCCCGEVIaCWyIT7mEJ1HwIIYQQUr9QdEJkwrlaAvXcEkIIIaSeoeCWyIRrrw+aUEYIIYSQ+oaCWyITrjG3yhTcEkIIIaSeoXVupUhKShL9bGZmBjMzMwXWRnFKBAKJY7RaAiGEEELqWnp6OtLT0wGIx2lCFNxKMW7cONHP/v7+TXYxa1otgRBCCCH1QWhoKAICAio8T8GtFOHh4bC3tweAJttrC1Q0oYyiW0IIIYTUrenTp2PYsGEASntuy3ZEAhTcSmVvbw8nJydFV0PhOLffpa5bQgghhNQxacNEaUIZkQltv0sIIYSQhoCCWyITrjG3PBqWQEiDlpKSAh6Ph0mTJim6KkRGjekzi4qKAo/HaxRzWRhj6NKlCwYMGKDoqtQ79+7dA5/Px5YtW+rsmhTcEplwDUugjltC5EP4j35lAYwsaUjTUV8Dxfpar9q2a9cuJCQkYMWKFWLHhV9GKntZW1vXal3Cw8Mxffp0dO3aFWpqauDxeNixY0eF6dPS0hAUFIQBAwagZcuWUFVVRfPmzTFy5EhcvnyZMw9jDH/99Rc8PDxgZmYGTU1N2NnZYfr06Xj06JFYWjs7O4wZMwYBAQF49+5dbb7VCtGYWyITrgllNOaWkIbNwsICSUlJ0NPTU3RViIzoM6t/BAIBli9fDjc3N7i4uIid09XVha6uLnJycuDj4yOaoF6Wvr5+rdbnu+++w5MnT2BsbAwzMzM8efKk0vTBwcFYt24dbG1tMWDAADRr1gzJycmIiIhAREQE9uzZg88//1wsz4IFCxAYGAgzMzN4enpCV1cXN27cwNatW7F3717ExsaiQ4cOovQLFy5EeHg4Nm/ejG+//bZW3y8XCm6JTLh7bim4JaQhU1FRQbt27RRdDVIF9JnVPydOnEBKSgpn0GZoaIjDhw9j0KBBiI2Nxfr169GiRQu51mfbtm1o06YNrKyssHbtWixZsqTS9N26dUNUVBR69+4tdjwmJgZ9+/bFzJkz4enpCTU1NQBARkYGgoKCYGVlhRs3boh90dq4cSPmz5+PwMBAhIWFiY47ODjA0dERW7duxZIlS6CkJN+BAzQsgciEcykw6rklpF4p+wj42rVr6N+/P3R0dKCnpwcvLy+kpKSIpa9s/GZJSQnWrVuH1q1bQ11dHa1bt8aaNWvw6NEjiTw7duyo8NFnZY+lo6Oj8dlnn8HY2Bhqampo06YNvvvuO+Tl5VXpfUdHR8PT0xOmpqZQU1NDixYtMGLECFy4cEEi7fbt29G9e3doa2tDW1sb3bt3l1rv2NhYeHh4QEdHB82aNYOfnx/y8/MBAMeOHUOPHj2gpaUFU1NTLFy4EMXFxXIri+szW758OTw8PAAAAQEBYo+8y3/mZRUWFiI4OBgDBw5EixYtoKamBhMTE4wYMQKJiYkS6av6OVelXrK017Kq+zkOGDAA+vr6YnNGDh48iN69e8PExATq6uowNzdHv379cPDgwQqvX74uPB4PI0eO5Dzv7u6O8PBwPH/+HAMHDsSbN29kKre6+vXrBysrK5nTjxgxQiKwBQA3Nzd4eHjg7du3uHXrluh4SkoKBAIBevbsKfEEYejQoQCAV69eSZTn4+ODJ0+eIDIyUua6VRcFt0QmnNvvUs8tIfXS1atX0atXL6iqqorG3kVERKBfv3748OGDTGVMmzYNixcvhkAgwKxZszBw4EAEBgZi7ty5tVLHkJAQuLu74+LFixgyZAjmzJkDS0tLrFq1Cv3790dhYaFM5WzatAnu7u44ffo0+vfvj2+++QZ9+vTBjRs3cODAAbG0c+bMga+vL9LS0vDll1/iyy+/RFpaGiZPnlzh+7p8+TL69u0LPT09TJ8+HS1btkRISAimTp2KP/74A97e3rCyssL06dOhr6+Pn376CatXr5Z7WWW5u7tj4sSJAIDevXvD399f9KrskfebN2/w9ddfo6CgAIMHD8a8efPg7u6O48eP45NPPsHVq1elXrs26lXV9lqdzzE2Nhbu7u7g8XiYNm2a6DF7SEgIvL29kZycDC8vL8yfPx+DBg1CRkYGDh06JPU9MsYQGRkJOzs7GBgYVJjO29sbwcHBSEpKwpAhQ6r8BU5RVFRUAAB8/scH/W3atIGqqiouXryInJwcsfRHjx4FAPTt21eirB49egAAzp49K6/qfsQIp/j4eAaAxcfHK7oq9cLyP68z7fG/i732X3qs6GoR0ihFRkYyAGzixIlVSiM8BoDt27dPLP348eMZALZ3717RscePH3NeR1hOx44dWW5uruj4s2fPmLGxsUSe7du3MwBs+/btFdbT399fdOz27duMz+ezjh07sszMTLH0a9asYQDY+vXrK3zvQtevX2dKSkrM3NycPX78WOycQCBgaWlpot/Pnz/PADB7e3uWlZUlOv7mzRvWtm1bBoBFR0dL1BsAi4iIEB0vLCxkjo6OjMfjMWNjY3blyhXRuZycHGZiYsIMDQ1ZYWGhXMqS9pmVvc/SfPjwgT179kzi+L///su0tbVZv379xI5X9XOWVq+qtlfGavY5hoWFSdTBycmJqaqqshcvXkicK982udy+fZsBYF988YXUtIwxtmzZMgaADR48mBUVFXGm2bhxI/P395f5lZiYWOH1hP8/cX1m0jx58oSpqakxMzMzVlxcLHYuMDCQ8Xg8ZmZmxmbMmMEWLlzIBg4cyFRUVJifnx/ne8vOzmYAWK9evapcl8pwxWs05pbIhMbcknplZyCwK1B6uv84AcF/ix+bPQy4kyA974T5wMT5H39//w4YJjkZRGo+BejVq5fEBBBfX1/s3r0bV69exejRoyvNv2vXLgDA999/Dy0tLdFxCwsLzJ07F8uWLatR/UJDQ1FcXIzg4GAYGRmJnVu4cCECAwOxd+9efPPNN1LLEQgEWLlypcSMcx6PB3Nzc9HvO3fuBFD6qLzso1QDAwP4+/vjiy++wI4dO+Dm5iZWjoeHB4YPHy76XUVFBd7e3rh58yY+++wzODs7i87p6Ohg6NChCAsLw7Nnz9CqVSu5lVUb1NTUYGFhIXG8ffv28PDwwMmTJ1FUVCTqvZOXqrTX6n6OTk5OmDx5Muf1VVRUON9j+bbJ5dmzZwAAU1NTqWkBYMWKFThz5gyOHz+O4OBgzJs3TyJNUFCQ1ElgZVlbW6NTp04yp5dFUVERxo8fj4KCAqxbtw7Kyspi5+fNmwcLCwtMmTIFv/76q+i4q6srxo4dK9bTK6Srqwt1dXXRPZMnCm7riO+Wi3iVI9vjwPro4QvJ5TsouCUK8z4HeJkmPV1zjokbb17Jlve9+OM2MFa9fArQpUsXiWOWlpYAgKysLKn5b9y4AQASAUJFx6oqLi4OAHDy5EnOR5QqKiq4e/eu1HKuXLkCADKtLSocQ+ru7i5xTjgu9Pr16xLnuIIG4c5IlZ17/vy5REBam2XVluvXr+PHH3/EhQsXkJGRgaKiIrHzmZmZct96virttbqfY9kvDmWNHj0aCxcuRIcOHTB27Fh4eHjA1dUVurq6MtX99evXAGRf8eDo0aOIi4tD27ZtMWXKFM40lY01rgsCgQCTJk1CdHQ0pk6divHjx0ukWbFiBVauXIkVK1Zg3Lhx0NfXx/Xr10VDWw4ePCjaHrcsQ0NDZGZmyv091Kvgdv/+/fjll19w48YNFBYWonXr1vjiiy8wb968an1zjI+Px9q1axEdHY3s7GyYmZlh6NChWLZsGUxMTOTwDioWl/wKT183jDE2sqIJZURhtHQBE8keJwmGzbiPyZJXq9w/bjxe9fJVg3AmsUAgqDCN8BzXrGOuf5iFPSklJSVSr5+dnQ0lJSUYGxtLnJO1h6oywgk1q1atqlE52dnZ4PF4MgVfOTk5UFJSQrNmkm3C1NQUPB5PYvwgUPm9rOxc+SCxtsuqDbGxsejTpw+A0i8Ibdq0gba2Nng8HiIiInDjxg0UFBTI5dplVaW9VvdzrKjdLliwAEZGRggJCcGGDRuwfv168Pl8DBkyBBs3bpT6pUJDQwMAZBrLnpKSggkTJkBdXR379++Hjo6O1Dx1TSAQwNfXF3v27MG4cePEemWFzpw5A39/f8ybNw+LFy8WHXd1dcWRI0dgY2ODb775hjO4zc/Ph6amplzfA1CPgtuvv/4amzZtAp/PR58+faCtrY1z585h0aJFOHLkCE6dOiVqRLI4cOAAxowZg+LiYjg7O6NVq1a4du0afv75Z+zfvx8XLlxA69at5fiOGj++MgW3REEm1uDRf/lhCrLS0gHOyv9xGgDR41ZhrxAXYe+HPNY71dPTg0AgQGZmpkQQ8eLFC4n0wgC7/Mx+oDQALU8YzOTk5NToH3h9fX0wxpCens75eL38NQUCAV69eiXRufHy5UswxmTurWssVq1ahYKCAsTExMDV1VXsXFxcnKgHX6iqn7M8VPdzrGhHTR6PB19fX/j6+uL169eIiYnB3r178eeffyI5ORk3b96UeCRflvD/D2krIBQUFMDb2xtv375FWFgYHB0dK0wbFBQk0xMWIU9Pz1oZliAQCDB58mTs2rULY8aMwY4dOzi/PJ84cQLAx57yspo3b4527dohMTERubm50NbWFis/Ozsb7du3r3FdpakXwW1ERAQ2bdoEbW1tnD9/Hk5OTgBK/3j36dMHFy5cwLJly7B+/XqZynv+/DkmTpyI4uJihIaGYtq0aQBKvwFOmjQJ4eHhGDt2LC5fvkxbyNaAUyvp45EIIVVnZ2cHVVVVXL16FcXFxZzj1y5dugQAlf4jWV0dO3ZEQkICYmJiMGLECLFzMTExEumFs8TT0iSHbXAtKdW9e3ckJCQgLi4O/fv3r3Y9u3XrhmvXruHUqVMVjqcU6ty5MxITExEVFQUfHx+xc1FRUQC4hwY0FMIATJaeeaGHDx/C0NBQIrDNy8tDQoLkuPSqfs7VrVdl5Pk5GhkZwdPTE56ensjMzMS5c+fw4MED2NnZVZinffv2UFJSwr179yote+7cuYiPj4evr6/UtqqIMbdlA9vPP/8cu3fvrjCoF65kwrXcl/C4kpKSxBP35ORkCAQCODg41KiusqgXS4EJlzpZvHixKLAFAGNjY9FexD///LPM3wyDgoKQl5eHfv36iQJboPR/spCQEOjp6eHq1as4depULb6LpkNHnY9Nk5zRXF/2nnRCiOzU1dXh4+ODV69eYeXKlRLnb926hW3btkFHRwdeXl61fn3hGLsVK1bg/fv3ouNpaWnYtGmTRPouXbqAx+Nh3759Yo9nk5OTOdP7+fmBz+dj9uzZSE1NlTiflZVVYbBU1owZM6CsrCzakaksxhieP38u+l24JFVAQIDYY+vs7GwEBASIpWmIDA0NAQBPnz6VOY+VlRXevn2L27dvi46VlJRgwYIFnIFLVT/n6tarMrX9OUZFRYGVmzBdVFQk6olVV1evNL++vj4cHR1x7dq1CocRhYeHIzQ0FI6Ojvj555+l1iklJQWMMZlfNd2CWzgUYdeuXRg1ahTCw8Mr7a3u2bMnACAwMFAiLvv111/x7Nkz9OjRQ7Tpg5BwK1+uNXVrm8J7btPS0kRr6Y0dO1bivKurK1q0aIGnT5/i+PHjGDNmjNQyhWvTcZWnra2NYcOGYffu3fjrr78wcODAGr4D2Zz8tj9KOFYcaIgsDDShwq8X34sIabQ2bNiAy5cvIyAgAEePHkXv3r2hrq6O+/fv4++//wZjDL///nutb90JlD5unDx5MrZv3w4HBwd4eXmhoKAAf/zxB1xcXERrWQqZm5tjzJgx2LNnD7p06YJBgwbh5cuXOHToEAYNGiSxGH6HDh2wZcsWzJw5E3Z2dhg8eDBsbW3x7t07PHr0COfPn8ekSZM4x/uV5eDggKCgIMyZMwft27eHp6cnrKyskJGRgejoaAwZMgRBQUEASmfkz549G8HBwejQoQNGjhwJxhgOHjyIZ8+eYc6cOejVq1et3se61K5dO5ibm2Pfvn1QU1ODpaUleDweZs+eXeHQldmzZ+PUqVNwdXWFj48P1NXVERUVhbS0NLi7u4t6QoWq+jlLq1d11PbnKNw61sXFBVZWVigqKsLp06dx584d0brD0nh5ecHf3x9xcXH45JNPxM69efMGM2bMAFDaXtetW8dZBtcmJ9W1bds20QYmws0Xtm3bJvo8XV1dxSazrVixAjt37oS2tjbatm3L+YW67NCHUaNGISQkBNHR0Wjbti2GDRsGfX19JCQk4Ny5c9DQ0EBgoORqNqdPnwafzxdt9CBXtbrYWDUcOXKEAWCGhoYVpvHy8mIA2H//+1+p5eXk5IjWtLt58yZnmk2bNjEAzNnZucJyaJ1bQoiiZWVlMX9/f9axY0empaXFVFRUWIsWLdjYsWNZQkKCRPrK1hTlWh+1ojVTGWOsuLiYrVmzhtnY2DBVVVVmY2PDVq9ezR48eMCZJy8vj82ZM4eZmpoyNTU15ujoyH7//fdK63TlyhU2evRoZm5uzlRUVJixsTFzcnJiixcvZklJSTLfp8jISDZ06FBmaGjIVFVVmaWlJRs5ciS7ePGiRNqwsDDm7OzMNDU1maamJnN2duZc/7Syele23qu/vz8DwCIjI+VSVmWfWVxcHOvduzfT0dER/TtYfv3f8g4cOMCcnJyYpqYmMzY2Zj4+Puzhw4ds4sSJnPmr8zlXVK+qtteyauNzZIyxLVu2sGHDhjErKyumrq7OjIyMWLdu3VhISIjY+sKVSUtLY3w+n82cObPC9yHtVZuEn11Fr/L3VFp6rvb54cMHtmbNGta5c2emqanJ+Hw+s7CwYOPGjWN37tyRqNP79++ZtrY28/T0rNX3yhh3vKbw4Hbz5s0MAOvUqVOFaebMmcMAMG9vb6nl3bx5U/RhlF3guay//vqLAWDGxsYVlkPBLSGESJIWdBDSFI0bN44ZGBiwnJwcRVelXtq6dSsDwM6fP1/rZdfLTRzevStdP7XsQuHlCWfbcS3vUVF5lZVZlfKSkpIqPGdmZib39f8IIYQQUr+tXLkSBw4cQHBwMJYuXaro6tQrxcXFWL16NYYNG1btoT/p6elIT0/nPMcVpyk8uK3vxo0bV+E5f3//Wh0nQwghhJCGx8rKCjt37uRcKq+pS01NxYQJEzg3g5BVaGioaMKgLBQe3ArXOCw7I7e83NxcANwLPVdUnrBMroH0VSkvPDwc9vbcW25Sry0hhBBCAEgsTUZK2djY1LgjcPr06ZybQgClPbflOyIVHtwK9wOvbJkQ4bnye4dzKTuzMTU1lXM9taqUZ29vL7Y8GSGENGXW1tYSSycRQog8VXUYqMLXc+rcuTOA0p14Hj9+zJnm2rVrACBTkKmrqyvaeUyYryblEUIIIYSQhkPhwa2lpSWcnZ0BAHv27JE4f+HCBTx9+hRqamoYPHiwTGUKFzXnKi83NxdHjhwBAImddwghhBBCSMOm8OAWgGhm4dq1a8W2/Hv9+jX8/PwAAF999ZXY+NlDhw6hXbt26Nu3r0R5X3/9NTQ1NXHmzBls3bpVdLykpAR+fn7IysqCs7MzBgwYIK+3RAghhBBCFKBeBLeenp6YM2cOcnNz4eLigk8//RTe3t5o3bo1bt26hZ49e+KHH34Qy5OdnY179+7h4cOHEuWZm5tjx44dUFZWxrRp0+Di4oLRo0ejbdu22L17N0xNTbFnzx7weLy6eouEEEIIIaQO1IvgFgA2bdqEP/74Az169EBsbCyOHz8OS0tLrF27VrSdW1WMGjUKly9fxogRI/Do0SMcOnQIJSUlmDVrFm7cuCEal0sIIYQQQhoPHqNpr5wSEhLQpUsXxMfH08QzQgghhJB6iCteqzc9t4QQQgghhNQUBbeEEEIIIaTRoOCWEEIIIYQ0GhTcEkIIIYSQRoOC2wq8evVK7L+E1Cfp6elYvnw50tPTFV0VQiRQ+yT1GbXPxoUrXqPgtgKZmZli/yWkPklPT0dAQAD9cSb1ErVPUp9R+2xcuOI1Cm4JIYQQQkijQcEtIYQQQghpNCi4rWXVHctD+ShfXanONRvKfaF89SNfTVD7pHzyzlcT1D4bSD5GOIWHhzMALDw8vEr54uPjGQAWHx9P+ShfvctX3bwN5f1Rvoadr7p5G8r7o3wNO1918zaU99dQ83HFa9RzSwghhBBCGg2+oitQXxUUFAAAHj9+jISEBJnzJSUlif2X8lG++pSvunkbyvujfA07X3XzNpT3R/kadr7q5m0o76+h5nv8+DGAj3EbAPAYY6xKpTYRP//8M2bPnq3oahBCCCGEECmCg4Px1VdfAaCe2wqNHj0aBgYGsLa2hoaGhqKrQwghhBBCysnPz0dKSgoGDhwoOkY9t4QQQgghpNGgCWWEEEIIIaTRoOCWEEIIIYQ0Gk0iuLW2tgaPx8OOHTsUXZVGpzbvbVRUFHg8Htzd3WtcVkNC7VN+qH3WHLVP+aH2WXPUPuWnIbfPJhHcEkIIIYSQpoGCW0IIIYQQ0mhQcEsIIYQQQhqNJhvcvnv3Dlu3bsWIESPQpk0baGlpQUtLCw4ODvj222+RlZXFmU84BiUlJQWRkZEYMGAADAwMoKGhAScnJ+zatatu30g9NGnSpErH6ezYsQM8Hg+TJk2q03o1JNQ+5YfaZ81R+5Qfap81R+1TfhpK+2yywe2NGzcwbdo0XLhwAc2bN8dnn30GV1dXpKenY/Xq1XB2dsbr168rzB8WFoa+ffvizZs3GDRoEDp16oTExERMnDgRQUFBdfdGSKNE7ZPUZ9Q+SX1G7ZM02eDW2toaZ86cQUZGBmJiYrBv3z6cPHkSqampmDBhAh48eIDvv/++wvxr167F33//jWvXrmHv3r24dOkStm/fDgBYvnw58vPz6+qtkEaI2iepz6h9kvqM2idpssGtpaUl+vbtCyUl8VugqamJkJAQ8Pl87N+/v8L8s2fPxtChQ8WOTZo0Ce3atUN2djauXbsml3qTpoHaJ6nPqH2S+ozaJ+ErugKKFhsbi5iYGKSmpiIvLw/C3YhVVVXx6tUrvH37FgYGBhL5PvvsM87y7O3tcffuXaSlpcm13qRpoPZJ6jNqn6Q+o/bZdDXZ4Pbly5cYOXIkLly4UGm6nJwczsbfsmVLzvS6uroAgA8fPtS8kqTJovZJ6jNqn6Q+o/ZJmuywhClTpuDChQvo0aMHTp06hRcvXqCwsBCMMTDGYGZmBgCib3rllX/cQWQnEAgUXYV6j9qn4lD7lI7ap+JQ+5SO2qfi1Jf22SR7bt+/f4/jx49DSUkJx48fh76+vsT5jIwMxVSuEVBVVQVQuhwLlydPntRldRocap/yRe2zZqh9yhe1z5qh9ilfDaV9NsmvJ9nZ2SgpKYGurq5EwweA8PDwCr/REeksLCwAAElJSRLnGGM4ceJEXVepQaH2KV/UPmuG2qd8UfusGWqf8tVQ2meTDG5NTU1hYGCArKws7N69W+xcXFwclixZoqCaNQ79+vUDAOzevRt37twRHS8qKsKiRYtw9epVRVWtQaD2KV/UPmuG2qd8UfusGWqf8tVQ2meTCm6F42iUlZVFa9xNmDABLi4uGDt2LFxdXfHJJ59g6NChsLKyUmRVG5yyY5R69uyJ4cOHIzc3F127dsWAAQMwfPhw2NjYIDQ0FHPnzlVgTesvap/yQ+2z5qh9yg+1z5qj9ik/DbF9NongVrjgspaWlujY119/jYiICHzyySe4d+8ejhw5goKCAvzyyy/YuXOnoqra4HDdWwD4448/8N1338HMzAxRUVGIi4uDm5sbEhIS0KlTJwXUtP6i9ik/1D5rjtqn/FD7rDlqn/LTkNsnjzXywSc5OTnQ19cHYwzx8fFwcnJSdJUaDbq3NUf3UH7o3tYc3UP5oXtbc3QP5aeh39tG33O7ceNGMMZgamoKR0dHRVenUaF7W3N0D+WH7m3N0T2UH7q3NUf3UH4a+r1tlEuBpaamYsmSJUhKSkJiYiKA0r2i+fxG+XbrFN3bmqN7KD90b2uO7qH80L2tObqH8tOo7i1rhBITExkApqury9zd3dnhw4cVXaVGg+5tzdE9lB+6tzVH91B+6N7WHN1D+WlM97bRj7klhBBCCCFNR6Mfc0sIIYQQQpoOCm4JIYQQQkij0eCC26KiIpw9exb//e9/4ezsDH19faioqKB58+YYNmwYjh07Vmn+M2fOYPDgwTA2NoaGhgbatWuHb7/9Frm5uZzp7927h6CgIAwePBgWFhZQVVWFrq4unJ2dsWbNmgrzCb148QJfffUVWrVqBTU1NZiammLUqFFISEio9j0g9VtDaaMlJSU4cOAAlixZggEDBsDIyAg8Hq9hTh4gMmso7TM1NRWhoaEYMWIErKysoKamBm1tbXTs2BFLly7Fq1evanwvSP3TUNrns2fPsHDhQvTv3x/W1tbQ0dGBmpoaWrZsidGjR+PChQs1vhekBhQ96LeqTp8+zQAwAKx58+ZsyJAhzMfHh3Xo0EF0fNq0aUwgEEjkDQwMZAAYj8djvXr1YqNGjWLNmzdnAJidnR179eqVRB4LCwsGgKmrqzNXV1c2evRo5uHhwdTV1RkAZmtry548ecJZ13v37jETExMGgNnY2DAfHx/m7OzMADA+n8/++uuvWr8/RPEaSht9+/atqD5lX8rKynK5L6R+aCjts2fPnqK/lc7Ozuzzzz9n/fv3Z7q6ugwAa9asGUtMTJTHLSIK1FDap7CeBgYGrGfPnszb25t5enoyOzs7UT3XrVsnl3tEpGtwwe3Zs2fZyJEjWXR0tMS5ffv2MWVlZQaA7dy5U+xcQkIC4/F4TFlZmR0/flx0/P3796xv374MABs5cqREmX369GH/+9//2Lt378SOP378mLVv354BYB4eHhL5BAIB69y5MwPAxo8fz4qLi0XnQkNDGQCmra3N0tPTq3wPSP3WUNpobm4u++KLL9j69evZuXPn2PXr1ym4bQIaSvv08fFhGzduZJmZmWLHX758ydzd3RkA1qZNG7G/raThayjtMyMjgyUmJrKSkhKJc3v27GHKyspMSUmJ3blzR+b3TmpPgwtupfnyyy8ZANa3b1+x46NGjWIA2JQpUyTypKSkMCUlJQaAJSUlyXytmJgY0Te0p0+fip07duwYA8D09fUl/qdhjIn+Z1u8eLHM1yONQ31po+U9fvyYgltSb9tnWU+fPhXli4mJkTkfafgaQvtkrDRoBsA2b95cpXykdjS4MbfSdO7cGQDw9OlT0bHCwkLROJ2xY8dK5LGyskLPnj0BAIcOHarytcpfr2w5w4YNg7a2tkReYT3++usvma9HGof60kYJ4dIQ2qelpSWMjY2rnI80fA2hfQIQzV1QU1OrUj5SOxpdcJucnAwAMDMzEx27f/8+8vLyAABdu3blzCc8LtyVoyrXKn+9suVIu15ycjLev38v8zVJw1df2ighXBpC+8zMzMTbt2+rnI80fA2hfR47dgyRkZFQV1fHgAEDZM5Hak+jmhadkZGBHTt2AABGjhwpOv748WMAgL6+PnR0dDjztmjRQiytLNauXQsAcHJygrW1tdg5YTktW7as9HqMMaSkpKB9+/YyX5c0XPWpjRJSXkNpn+vXr0dJSQnMzMzwySefyJyPNGz1tX36+fkhLy8Pubm5uH//Pm7dugUdHR1s/2jQjgAABSRJREFU376d/u4qSKMJbouLizFu3DhkZ2fDwcEB06dPF5179+4dAEBLS6vC/MKhAzk5OTJdb8eOHfjjjz+grKyMTZs2SZyXds2yQxVkvSZp2OpbGyWkrIbSPs+cOYP169cDADZs2ABVVVWZ85KGqz63zz179iA7O1v0e7NmzfDrr79ixIgRMl2L1L5GMyxhxowZOHv2LIyMjHDgwAG5/sE7e/as6H+sH3/8Ea6urnK7Fmk8qI2S+qwhtM9bt25h1KhRKCkpwezZszFmzBi51ZHUL/W5fWZlZYExhtevX+P8+fNwcnLCyJEjMWbMGJSUlMitnqRijSK4nTt3Lv73v//BwMAAp0+fRtu2bcXOCx9TVDa2VbhQs66ubqXXunDhAoYPH47CwkL4+/tj/vz5nOmkXbPswtDSrkkavvrYRgkRagjt8+7du+jXrx+ysrIwefJkehrRhDSE9gkAhoaG6NWrF06cOIEhQ4Zg3759CAkJkTk/qUWKXq6hpubPny9acuvq1aucaW7evClaziMnJ4czzbx58xgA5u3tXeG1Ll68yHR0dBgA9u2331ZaLycnp0qXAblx44ZosWmupcJI41Ff22h5tBRY09QQ2ue9e/eYmZkZA8AmTJjAubYoaZwaQvvksn//fgaA9enTp0blkOpp0MHtf//7XwaA6enpsStXrlSYrqCggGlqajIA7Ny5c5xp3NzcGAC2evVqzvOXLl0SNfqlS5dKrduUKVNEf4i5/O9//2MAWNu2baWWRRqu+txGy6PgtulpCO3z/v37zNzcnAFg48aNo8C2CWkI7bMix48fZwBYhw4dalwWqboGG9wuWrRIpkYvJG2BZ+GuJ1wLPF++fFm05aOsjb7sJg65ubkS52kTh8avvrfR8ii4bVoaQvt88OCBaHtUCmyblobQPivzzTffMABsxIgRtVIeqZoGGdx+++23osBRlkbPGGPx8fGirflOnDghOi5ta76rV68yPT29Kjf6stvvTpgwgbbfbWIaQhstj4LbpqMhtM9Hjx6xFi1aMPz/FuYU2DYdDaF9hoaGsrt370ocLywsZKGhoUxFRYUBYP/884/MZZLaw2OMsaqN0lWsv//+G8OHDwdQuihzRevDGhsbi5aLEdq4cSPmz58PHo+H3r17w8TEBDExMUhPT4ednR0uXLgg2vVGyNDQEG/fvoW+vr7oulwWL16Mdu3aiR27d+8e3Nzc8OrVK9jY2MDZ2RmPHz/GlStXwOfz8eeff8LLy6s6t4HUYw2pjfr5+SEhIQEAUFBQgOvXrwMAunfvLkozZMgQLFu2TLY3T+q9htI+nZyckJiYCDU1Nfj4+EBJiXv+85QpU2g1kEakobRPd3d3nD9/Hra2tmjfvj20tbXx4sUL3L59GxkZGVBSUsKqVauwePHi6t4KUhOKjq6ravv27aKB45W9rKysOPOfPn2aDRo0iBkaGjI1NTXWpk0btmTJkgoHoctyLQAsMjKSM396ejqbNWsWs7KyYqqqqqxZs2ZsxIgRLD4+vpbuCKlvGlIb7d27t9R8EydOrL2bQxSuobRPKysrmfJt3769dm8QUaiG0j6PHTvGpk2bxjp27MiaNWvG+Hw+09HRYe3bt2czZ85kN27cqOU7Q6qiwfXcEkIIIYQQUpFGsc4tIYQQQgghAAW3hBBCCCGkEaHglhBCCCGENBoU3BJCCCGEkEaDgltCCCGEENJoUHBLCCGEEEIaDQpuCSGEEEJIo0HBLSGEEEIIaTT+D1/u3jS0l2IDAAAAAElFTkSuQmCC", - "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -86,20 +77,20 @@ " return s / s.max()\n", "\n", "\n", - "fig, ax = plt.subplots()\n", + "fig, ax = plt.subplots(dpi=140,figsize=(9,6))\n", "# ax.set_box_aspect(1)\n", "ax = norm(total_participants).plot(\n", - " ax=ax, label=f\"Registrations ($\\Sigma$={int(total_participants.max()):,})\", lw=3.5\n", + " ax=ax, label=rf\"Registrations ($\\Sigma$={int(total_participants.max()):,})\", lw=3.5\n", ")\n", "ax = norm(total_commits).plot(\n", " ax=ax,\n", - " label=f\"Unique commits ($\\Sigma$={total_commits.max():,})\",\n", + " label=rf\"Unique commits ($\\Sigma$={total_commits.max():,})\",\n", ")\n", "ax = norm(total_educators).plot(\n", - " ax=ax, label=f\"Educators ($\\Sigma$={total_educators.max():,})\", ls=\"--\"\n", + " ax=ax, label=rf\"Educators ($\\Sigma$={total_educators.max():,})\", ls=\"--\"\n", ")\n", "ax = norm(total_cauthors).plot(\n", - " ax=ax, label=f\"Unique commit authors ($\\Sigma$={total_cauthors.max():,})\", ls=\"--\"\n", + " ax=ax, label=rf\"Unique commit authors ($\\Sigma$={total_cauthors.max():,})\", ls=\"--\"\n", ")\n", "\n", "ax.set_xlim(date_parser.parse(\"01/01/2020\"), datetime.datetime.now())\n", @@ -112,13 +103,14 @@ "# fig.autofmt_xdate()\n", "ax.set_xlabel(\"\")\n", "ax.set_title(\n", - " \"Cumulative statistics (w/o carpentry contributions to commits)\", fontsize=12\n", - ")" + " \"Cumulative statistics (w/o carpentry contributions to commits)\", #fontsize=16\n", + ")\n", + "plt.show()" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -136,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -146,12 +138,12 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABFMAAARRCAYAAADq7M2aAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAB7CAAAewgFu0HU+AAEAAElEQVR4nOzdd1QU19sH8O/Se+9FUKzYK2ID7Bp7iV0sSdSosZvEWKIxlhhJokYTSxR7iS32igURGyoiIBZQQaT3zu68f/gyv112ti/sos/nnD0H7s69c2d2dnbmmVt4DMMwIIQQQgghhBBCCCFy0dF0BQghhBBCCCGEEEJqEgqmEEIIIYQQQgghhCiAgimEEEIIIYQQQgghCqBgCiGEEEIIIYQQQogCKJhCCCGEEEIIIYQQogAKphBCCCGEEEIIIYQogIIphBBCCCGEEEIIIQqgYAohhBBCCCGEEEKIAiiYQgghhBBCCCGEEKIACqYQooJdu3aBx+OJvCZMmKDpapEa5Nq1a2LHkL+/v6arRchHKSEhQez75unpqelqEaIVPpZrGk9PT7HtSEhI0HS1iBrVxHP5hAkTxOq8a9cuTVeLqIiCKYQQQgghhBBCCCEKoGCKFvvxxx/FIpiyXiYmJnByckKDBg3QrVs3zJ8/H/v370dGRoamN4cQQgghhBBCCPko6Gm6AkS9ioqKUFRUhJSUFMTFxeHq1asAAAMDAwwYMADz5s1D+/btNVxLoknnz58XS+vdu7cGalKzZGZm4u7duyJpNjY2aNeunYZqRAghpLKkpCQ8efJEJM3V1RVNmzbVUI0IIYR8rCiY8okoLS3Fv//+i2PHjmHGjBlYvXo1TExMNF0togF9+vQRS2MYRgM1qVkiIyPF9p2fnx+uXbummQoRQggRc+nSJUycOFEkLTAwkMYmIIQQonbUzecTIxAIsGHDBgwYMAAlJSWarg4hhBBCCCGEEFLjUMuUGuj27dsS3yssLERWVhaioqJw7do1iU/Nr1y5gsmTJ2Pv3r1VVMtPw4QJE2rkSPdEe/j7+1PLIEIIIRpH1zSkpvD09Kxx1067du2iFnIfIQqm1EDyjHkydOhQLFu2DNHR0Zg8eTLCw8PFltm3bx+mTZuGjh07VkU1CSGEEEIIIYSQjxJ18/nIeXt748aNG+jWrRvn+8uWLavmGhFCCCGEEEIIITUbBVM+Afr6+ti3bx/ngLPXr19Hbm6uBmpFCCGEEEIIIYTUTBRM+UQ4Ojpi3LhxYunl5eUICQnRQI0IIYQQQgghhJCaicZM+YR0794df//9t1h6XFycWspnGAaxsbGIiYlBYmIi8vPzYWBgAAcHBzg6OqJ169aws7NTy7okeffuHe7du4f4+Hjk5+fDyMgI9vb28Pb2RsuWLaGnp/2HfF5eHiIjI/HixQvk5uYiNzcXurq6MDExgbm5Odzd3eHp6YnatWtDV1dX09VVSnx8PJ48eYLXr18jLy8PAGBtbY0uXbqgcePGcpXBMAzevn2L2NhYvH37Frm5uSgsLIS5uTmsra1hb2+PNm3aVPkxp+3i4uIQFRXFfid5PB7Mzc3h4eGBZs2awcPDo9rrlJSUhAcPHiAhIQF5eXkwNzeHvb09GjZsiBYtWoDH46l9nUVFRYiKisKzZ8+QnZ3NtsgzMTGBmZkZ3Nzc4OnpiTp16sDAwEDt61eFth/r0dHRiIyMxLt371BcXMzWqW3btlV6fAkEAkRERCAqKgqpqakoLy+HhYUFateujVatWsHZ2bnK1l1dSktL8eDBA8TExCAjIwNlZWWwsrKCt7c32rVrx9niVJqMjAxERETg+fPnyMnJgZGREZycnNC8eXN4e3tXyTYIBALEx8cjNjYW7969Q25uLoqLi2FpaQkbGxs4Ojqibdu2sLCwqJL1V6ekpCRERkYiISEBubm5EAgEcHBwgIODAxo1aoS6detWa30EAgGePHmCmJgYJCcno6CgAPr6+rCzs8PAgQOr7ZyRnp6O2NhYvHr1CtnZ2cjLy4ORkRFsbGxgY2ODpk2bok6dOtVSF22Unp6Ohw8fsvunrKwM5ubmaNKkicRu+pLk5OSwZWVmZqKkpAQ2NjZwcHCAp6cnWrZsCR0depbOpaysDNHR0YiOjkZWVhZyc3PB5/NhYmICU1NTuLi4wNPTE15eXjA2NtZ0dUUUFxfj4cOHeP78OVJTU1FcXAxDQ0PY2tqibt26aNWqFczMzKq1TgKBAI8fP0ZUVBRSUlJQVlYGW1tbODg4wNfXF46OjlWy3pSUFDx69AiJiYnIzc1FQUEBDAwMYGJiAmtra3h4eKB27dpwdXVVzwoZorWWLVvGABB7Kev+/fuc5S1YsECleoaGhjITJkxgbGxsOMuveOno6DDt27dnfv31V6awsFCldQorLy9ndu3axbRp00bq+q2trZmpU6cyL1++FMkfGBgotuzOnTvlWvfOnTvF8gYGBiq8DRkZGcxvv/3GtGnThuHxeFK3o+JlamrK+Pn5MUuWLGEePXoksWyu7VP2JWm/hISEiC3r5+cnskxaWhqzfPlypk6dOhLLX7ZsmdT9FBUVxfzyyy9M3759GQsLC5n15fF4jLe3N7Nw4ULm3bt3Cn4qDOPh4aG2fRcfH6/0vlNUdHQ0M336dMbR0VFmvWrXrs189913zNu3b5VeX3x8vFi5Hh4eIsvw+Xxm9+7dTNu2baXWx8HBgZk1axaTlpam0j5gGIYpKChgtm3bxnTp0oXR1dWV63MyNDRk2rdvz8yfP5+5desWIxAIVK6HMqr7WBcmz3ktOzub+fnnn2V+Rxo0aMD8/vvvTElJiUp1Evb+/Xtm3rx5jJ2dndT94ePjw+zdu5fh8/lsXnmO1arG9dte+dwXExPDTJo0iTE3N5e4jWZmZsxXX33FJCcny1znmTNnmO7du0v9HtStW5fZtGmTyP5S1t27d5kVK1YwXbt2ZYyNjWUevzo6OkzLli2Zn376icnMzFR4feo6TwOKX2O9evWKWbhwodTftopX/fr1mXnz5jFJSUkKr6eCPMdPdHQ0M2XKFMbW1lZiXUJCQsTKVtc1TXJyMrN161Zm9OjRjIuLi1z73cXFhRk3bhwTERGh3I4RwnVekvQbXFVkHVulpaXM9u3bGR8fH0ZHR4dzeXmvBbKzs5mgoCCmXbt2EsuqeNnb2zPjx49n7t69q9D2bNmyRaysOnXqqO038rvvvlNo+9V1Li8rK2MOHDjA9O3blzEwMJDrWNXT02NatmzJTJ8+nbl48SJTVlYm17pUud/gwufzmSNHjjB9+vSRWXddXV3Gz8+P2blzJ1NaWqr0OuU5/yQnJzMLFy6Ueg3K4/GYFi1aMLt371bLMRQXF8d89913Cl23Ozg4MP3792d+//13la6BKZiixdQdTImLi+Ms74svvlCqvKioKCYgIECpixU3Nzdm7969Sm9LhadPnzItW7ZUaN1GRkbM+vXr2TI0HUzZvn271AseeV+rV6/mLF8bgil79uyRGWzjOiFX+Pvvv5kmTZqoVHdDQ0Nm1qxZCt3U1bRgSmZmJjNp0iS5A3LCLwMDA+b7779nioqKFF6vrIuaZ8+eyQyiVH5ZWFgwR48eVWo/MAzDnDx5kqlVq5bKn9uUKVOUroMyNHWsC5N1Xjtz5gzj7OysUJ3q1q3LxMTEqLx/du7cKTXAwPXy9fVlv3/aHkwRCATMihUrGH19fYW+K2fPnuVc1/v375nevXsrtL/atm3LpKamKrVtK1eulCuoIO1lbm7OrFy5UqELbFW/58IveaWnpzNffvml3IFa4ZeJiQmzdOlSpri4WOF9LO34KSsrYxYuXMjo6enJrENVBFOuXbvGdO3aVeYNvaxX3759VQo4aXsw5f79+0yjRo1k7gdZ1wJlZWXMunXr5Aq4V37xeDxm9OjRcu/nzMxMxtDQUKycGzduqLKbGIb5EBRwc3MTK1vatbg6zuU3b95U+fcWANOrVy+51qfOYMqtW7eUrrunp6fE3wxZZAVTdu3axVhaWipUn7Zt2yr9EKiwsJCZP3++Qr+Zkr4PYWFhStWBgilaTN3BlHv37nGW98033yhc1tatWzlPqoq+5s+fr3RE8urVqwpfVAu/ZsyYwTCMZoMpc+bMUXkfcp3MhGk6mCLpOFZkGzp27Ki2bfD19ZXrSS7D1KxgypMnTxhPT0+V69mmTRuFL2KlXdSEhoYy1tbWStVFV1eX2b17t8L74vfff1fb56bMU1lVaOpYFybtvLZx40alb5Ts7OyYx48fK71v5s+fr/S+cHR0ZJ4+farVwRQ+n8+MHTtW6e/K+fPnRdbz4sULpQOKTZo0YTIyMhTeNldXV7UdvwMGDGByc3PlWq+61gnId40VFhYmd4sLaa+AgAAmJydHoX0s6fgpLi5mevXqJfe6qyKY8sMPP6jtc3B2dmZu376t0L6poM3BlLNnz8rVWguQfi3w7t07pkOHDirvZ3d3dyY6OlqubRo+fLhY/smTJ6u8ry5evChWrqmpKZOXlycxj6rn8iNHjqh8Ay7P5yRMXcGU33//XakgbuXXokWLFF63tGDKwoULla5LnTp1FG4dkpuby3Tp0kVt5xyuc6I8tH8ACaI2L1++5ExXtM/aypUrsWTJEonvGxgYwMvLC7a2tuDxeEhJScGLFy8gEAjElv3111+RlZWF7du3K1SHiIgI9O/fHwUFBZzv6+npoXbt2nB2dkZJSQnevXuHt2/fiiyzadMmeHp6KrReddq0aRN+++03ie+bmZmhTp06sLS0hKGhIfLy8pCbm4uEhAQUFRVVY02Vt3XrVixfvlws3d7eHq6urrC2tkZqaio7DoSieDweatWqBWtra1haWoLH4yEnJwfx8fHIzs7mzHP79m0MGDAAt27dgr6+vsLr1EbR0dEICAhAeno65/s8Hg+enp5wdXVFeXk5kpKSxL4PFe7fv4+AgADcvHkTDg4OKtUrKioKn332GXJyckTSbW1t4e7uDhsbG2RnZ7PjA1XG5/MxZcoU+Pr6yj3WwKlTpzB79myJ7xsZGaFOnTqwsbGBkZERCgoKkJubizdv3rDj92gjbTjW9+zZg2+++QYMw4iku7u7w9nZGaampuzYCGVlZWL509PTMXr0aERERCg8Ls2KFSvw66+/Sny/oh+0lZUV3r9/j4SEBBQXF7Pvp6Sk4LPPPsPRo0cVWm91WrBgAfbu3SuSVvF76uDggOLiYiQkJCAlJUUsL5/Px8iRIxEbGwtHR0ekpaWha9euePPmjchyNjY27HGUlZWF2NhYkf1UISoqCnPmzEFwcLBatk1XV5f9fCwtLcHn85GTk4MXL15I/B3/77//MH78eBw/flwtdVCXS5cuYeDAgRJ/h3k8HmrXrg17e3uYmJggLS0NL1++5Fw+JCQE/v7+uH79OszNzVWq18SJE3HhwgWxdA8PDzg6OsLY2BhJSUlITEzk/MyrWsX4eRXXNDk5OXj37h3evXvHuXxycjL69OmDhw8favRaTZ0ePXqEYcOGiR0LZmZm8PDwgL29PXJzc5GUlMT5Pa/w5s0bBAQE4NWrVxKXcXJygouLC6ysrJCdnY2EhARkZmaKLff27Vt06tQJISEhaNasmdT6T5gwAUeOHBFJO3LkCDZu3KjSGCJc55mhQ4dW2Rgfjx49wqhRo1BeXs75voGBATw9PWFvbw9jY2MUFRWxxyvXPqxO69atw8KFCyW+b2pqCg8PDzg4OCAzMxOvX78WuwarsGrVKhQUFOD3339XuV4//fQTfvnlF5G0inOhg4MDjIyMkJKSgmfPnnHeD7569QqTJk3CxYsX5V7nxIkTcePGDYnv29nZwdPTE2ZmZtDR0UFubi6ysrKQkJAAPp8v/8bJolQIhlQLdbdMmTx5Mmd5Z86ckbuMw4cPc5bB4/GYfv36MefPn2cKCgrE8qWlpTGbN29mnJycOPPv2rVL7joUFxdLbB7p6urKbNu2jfOJ2vPnz5klS5YwRkZG7PIGBgaMj4+P0pFiZZ/ipKWlcTbLNDU1ZRYuXCh1DBQ+n888e/aMCQ4OZoYNG8a2zpHUquPFixfM7du32RfXfhN+X9pLUtNvrtYVtWvXZkxMTET29dy5czm3jc/nMxcuXBB7slqh4mm9rq4u06VLF+bXX39lwsPDmfz8fIn7KS4ujlmxYoXEY27evHkS81aIiIhgt/3PP/8UK6Nly5Zy7ztJzblVbZlSVFQksamnhYUFs2bNGs5o/7Nnz5hvv/1WYj/bPn36yF0HridEjo6OTIMGDdj/9fX1mWnTpjEPHjwQa41WWlrKnDlzhmnWrBlnXXr06CFXPUpLSzmfxOvr6zNTpkxhwsPDmfLycs68AoGAiY+PZw4fPsyMHz+eHY9DUy1TqvtYF8Z1Xmvbtq3I01QbGxtmzZo1nE97c3JymC1btjD29vac9fn5558Vqs+tW7cktobp27cvc+XKFbFxPvLz85l9+/Yx9evXF1me6ymWNrRMqfyEuWHDhsyBAwfEWmYIBAImLCyM6dSpE+f++OKLLxiBQMB069ZN5Pd51KhRTHh4OOd+2rp1q8SupqGhoQptW0XLFENDQ6ZXr17Mn3/+yTx48EDi+Y/P5zOPHz9mFi5cKLGrwsaNG2WuV/hcu3jxYs7jRN5ztTQvXryQWM/mzZszu3fv5vydLCwsZE6cOMG0atWKM++ECRPk28EM9/HTuHFjkf8dHBwkjgNQUFDABAcHM7GxsWLvqbNlire3N/Pdd98xly9fltptLCUlhdm6dSvTokULzn3j4+Mj95gUFbS1ZUrlz2ngwIHM1atXOcewiIyMZHbs2CGWXlxcLLF7u5OTE7N69WomLi5OLB+fz2du377NDB06lDNvo0aNZI5nWF5ezvk7s2/fPqX3U25ursi1YsXrypUrUvOp0jLF19dXLC+Px2NGjhzJXL16VWoX2aSkJOa///5jpk6dyp7vqqtlyvXr1yX+FrZp04Y5evSoWFftsrIy5vz58yK/CZVfBw8elLsOXOefzp07i3Qvd3NzYzZv3szZMjYtLY1ZvXo1Y2ZmxlkXeY+lCxcucOavVasWs2HDBubNmzcS8xYXFzMPHz5kgoKCmICAALZbpLItUyiYosXUGUx59+6dSBCh4mViYiJ3E9OXL19yXkQ4OjrKPOlVyM3NZXr27ClWhrm5OZOQkCBXGYsWLeLcL/I2CX7+/DlTt25diScVRU5uyl54cA3kZW9vzzx9+lSu9QrLy8tjNmzYIHed1XVMCeMKCAi/vLy8mGfPnild/sCBA5nFixcr1WUhOzubGTlypFid9PT0mMTERLnLqYqBYtVR7qxZszj3edu2beVqMhkZGSmxO5M8NzEMw31RU/nHLTIyUmY5hYWFTI8ePTjLkOf4OXfunFg+IyMjpfp0l5SUMLt27WJ+/fVXhfOqQhuOda7zmvCra9eucg0S+urVK87glpubm9yDnBYXFzMNGzYUK0NHR4f5+++/ZeYvLCxkxo8fL3V7tCGYIvyaPn26zJvHsrIyZuDAgWJ5DQ0NmdWrV4v8tl66dElmnZ4+fco5rtXo0aMV2jZfX1/ml19+YbKzsxXKxzAfrlO6du0qVgdbW1uFBq1X1yCqlZWUlDCtW7cWK1tfX5/57bff5CpDIBBIvIaRd4woWcfPZ599pnDXoQqq7rsVK1YwgYGBSnXn4/P5zC+//MI55tehQ4cUKktbgykVL2NjY+a///5Tqtzp06dzlhkYGMj5MJPL8ePHObsazZw5U2Zeru6WPXv2VGpbGIZhduzYwXlOljUEgLLBlJiYGLF8PB5P4WOMYT4cs8eOHZO7u4wqwZTs7GyJ12qLFy+W+KBI2B9//MH5/bKyspK7i42s88/o0aPlGnvv3r17jJWVlVh+X19fueoxYsQIsbwdOnRQ6rfn7du3zMKFC5n79+8rnJdhKJii1dQVTCktLWX8/f05y1LkaUj37t3F8js4ODCvXr1SuD5cTwenT58uM296ejrnWC1du3ZVaLDF169fSx1AsaqDKYMGDRLL988//8hdf1Wo45iqTFowxcXFReXZRVQd6ZvP5zODBw8Wq5si/UW1MZjy4sULzqcU3t7eCo13EBcXxzg4OIiVY2FhIbXPcgVpwRRHR0eFbuTT0tI4b+q+//57mXlnz54tlm/p0qVyr1sbaMOxLi2YEhAQoNBMAFeuXOEs58KFC3LllzT+zaZNm+SuA5/PZ4YMGSJxm7QpmKLIgMfp6elSxyPS09Njbt26JXd527ZtEyvD2NhY7nFLGEb147ewsJBp3769WD22bt0qdxlVFUxZuXKlWLk6OjrMyZMnFS7r+++/FyurSZMmcuWVdvz07NlTpZk6VN136piV47fffhOrQ4cOHRQqQ5uDKTo6OnI/gKzs5s2bnGUqMyvnuXPnxG6s9fX1ZV6vPXnyhHObFPmdF8Z1P7B48WKZ+ZQNpnD9powfP16puitKlWDK0qVLOT/77777TqE6/PHHH5zlTJw4Ua780s4/48aNU+gcwBVIA+R7eFY5EMPj8ZgXL17IvW51omCKFlNHMCUqKopp164dZzkmJiZSm0EJe/DgAWcZyo7inZiYyJiamoqUZWZmJjOiuG7dOs6LPWV+JA8ePCjxhFDVwRSup1vKzp6gKFWPKS7SginKXGhWheTkZLGmpIrcRGljMIVrAGMdHR2louuHDh3i/PzkuWmVFkxRZsR4rkEMu3TpIjMfV/NlRad//BioeqxLCqZYWVkpFRjlGlRX3iAXV5dOZZ6CZmRkSOzKoi3BlPr16yvUAoNhJLdMA8D8+OOPCpVVVlbGGci8evWqQuWo6vHjxyqda6simFJUVMQZcP7pp5+UKq+srIzzOuDy5csy80o6fiwsLFSa3pNhqi4QpQiBQMC0adNGrB6KXOdpczBlzpw5SpfZv39/sfJ69OihdBCL6/whTyCD69hds2aNwut/9eoVZ0uJ58+fy8yrbDBl3rx5YvkOHz6scN2VoWwwpaSkhHOa4VatWik1lX2fPn3EyjIyMmLS09Nl5pV0/qlTp47U7shcBAIB4+7uLlaWrIfLeXl5Ynm8vb0VWrc66YDUOOHh4RJfISEhOHbsGFasWAF/f380adIEd+/eFSuDx+MhODgY7u7ucq1z3bp1YmkjRoxA586dldoGV1dXTJo0SSQtPz8fhw8flpqPa6Da6dOnKzU42YgRI9C6dWuF86kD12CbFhYWGqhJ1WrdujUGDBig6WoA+DAYW69evUTSXr9+jeTkZA3VSDVFRUXYuXOnWPqECROUOq4///xzzu/zpk2blKofALRv3x59+vRRqi6VPXz4UGzg08o+le+VLFV1rE+dOhXOzs4K5+P6PB88eCAz382bNxETEyOWLm3gbklsbGywbNkyhfNVpwULFig8iKOk86u5uTnmzJmjUFl6enro27evWHpERIRC5aiqWbNmaNmypUjavXv31DtgoIKCg4ORmpoqkubh4YEFCxYoVZ6enh4WLVoklv7PP/8oVR4AfPnll3Bzc1M6v7bg8XgYN26cWPrt27c1UBv1MjQ0xA8//KBU3tjYWJw+fVokTVdXF0FBQeDxeEqV+d1334kNBi7PMRgYGCiWtnv3boXXv2fPHrHf9Y4dO8o94LwyauJ1wtGjRzkHJP7999+ho6P4rfwff/whlq+4uFjhyUCELVy4EKampgrl4fF4GDZsmFi6rOsDbfsMKZhSA/n6+kp8de3aFUOHDsWyZctw/fp1zvwmJiY4cOAA5wHMpaSkhHM0/W+++Ual7eD6sbx586bE5d+/f49nz56JpXOd1OWlSl5VWFlZiaVxBb1qusmTJ2u6CiLatm0rlhYeHq6Bmqjuzp07nLO4fPXVV0qXOXXqVLG02NhYsRlB5KXs59+4cWMYGRmJpOXl5eH9+/dS830q3yt5VMWxruznyRXce/78ucx8586dE0tr3749vL29larH2LFjFZ5FqLoYGBhgzJgxCueTNPvG4MGDlbq45CovLi5O4XJUVfn4LSwsRGRkZLXXo8LBgwfF0r766isYGhoqXebAgQPFZvCRdg0ki7b93qriY/qtFjZw4EDY2toqlffQoUNigYeuXbuiSZMmStfHyckJ3bt3F0l79+6d1FmCAGD06NFi59Lo6Gjcv39fofVzBWAmTJigUBmKqonXCVyzdDVs2FDpB9r16tVDt27d5FqPPPT19Tnv6eShzPUB12f49OlTFBYWKlUHVVEw5ROip6eHkSNHIioqCiNGjJA73927d1FSUiKS5uzsDF9fX5Xq07JlS7EoZlhYmMTl79y5I5ZWu3ZtlX5INNVqonHjxmJps2bNQlZWlgZqU3UCAgI0XQURXFP9SpoyXNtxPaXz9PSEj4+P0mUOHjyY88m4sk8Elf2h19XV5WxtJml6vwpc36vFixdLnAb6Y6buY93Z2Vnpp4Vc+WR9lgD3OX/48OFK1QH4MH1yjx49lM5fldq0aaPU1KJ2dnYwMTERS+/UqZNS9VDme1cVtOlcXVpaynksDh06VKVydXV10aFDB5G0t2/fIjExUeGyHB0d0ahRI5Xqo0206fNXJ1WuibimgFX1GAS4f6elXYsDgK2tLT777DOxdEWmUg8NDRX7TI2NjTlbMqoT13XC+vXrNRqslYXrGmzkyJEqlckVvFe2BWDr1q05f4fkocz1gYmJidhvVV5eHmbOnMk57XJVo2DKJ8LY2Bi7d+/GgQMHULt2bYXycp3AW7durXSzwgp6enpiTVJfvnwpMbLI1eyrclNgRXl4eMDa2lqlMpTB9SP08OFDNGnSBJs2beJscVDTmJmZoX79+lVSNp/Px5UrV/Dzzz9jxIgRaNasGWrVqgUrKyvo6uqCx+Nxvr744guxsmrqvuZ6SqdKIAX4cJ5o3ry5WLoywRRdXV2VPn+up+qyfmC5vldv3rxBs2bNsGrVKs5mstpOW451VW7UlPksGYbhfMrJ9cRaEarmryqq7N/KrRtUKY+rLFWCKSUlJTh9+jSWLVuGwYMHo3HjxnBzc4OFhQV0dHQkHr8rV64UK0tT5+p79+6hqKhIJM3c3BwNGjRQuWyu4JUyN3Wa6rIsj8ePH+P333/H5MmT4ePjg9q1a8POzg4GBgYSP3+uG6ya+lstTNnPqaysjPM3v02bNqpWSeljkKsFyYEDB1BaWirXerkCL8q2qFNEz549oa+vL5KWk5MDHx8ffPfdd4iPj6/S9SsqMzOTs3Wgqtd77du3F0vLz8/HkydPFC5L2daigHLXBwD39d4///yD9u3b4/jx4ygrK1O6TorSq7Y1EY0qKirC6NGjceHCBfz9998KNU2NiooSSzM1NVVLk8vKJzTgw4mDK8LJ1cRflS+wcBm3bt1SuRxFDB48GI0aNRIbD+Ddu3eYOXMm5s6dC39/f3Tv3h2dO3dGq1atVGpOrAkuLi5K9eWUJiMjA6tWrcK+ffvUdmNcUy/QXr9+LZamanCxoozK321luvlYW1urFHDlekpfXFwsNU+bNm3Qs2dPXLx4USQ9OzsbP/zwA5YsWYIOHTqgR48e6Ny5M9q1a6dwH9/qom3Huo2NjdJ5lfksMzMzOftFcwX7FKFq/qqiyv6t3CVOlfK4ypL1WXF58+YNVq5ciSNHjqjtHKupczXXNZCTk5NaroEqB2mAD8e+orRtrJSysjJs3rwZ27Ztw9OnT9VSZk39rRam7Of06tUrzgeNWVlZKh+HXL8v8hyDffr0gb29PdLS0ti0jIwMnDlzBoMHD5aat6ioiHOMxOroeu/s7IyJEydi69atIunFxcVYu3Yt1q5di1atWqFXr17o0qULfH19YWlpWeX1kkTS9Zeq13v16tWDqakpCgoKxNbXokULhcqq7usDAJg/fz62b98u1nPi3r17GDJkCKysrNC7d2/4+/ujc+fOaNSokcqNACShYEoNJGkQxuLiYmRmZuLp06c4c+YMgoODxX58KgZRO3nyJGcgg0tGRoZY2qFDh3Do0CGF6y6PzMxMzh8crh9Srn5zilJHGYrS1dXF4cOH0aFDB+Tl5Ym9X1ZWhkuXLuHSpUsAPvSnb926NQICAtC1a1f4+flBT0+7v77q/vEJDg7G3LlzlbrQlKbyD0lNwdUlTJnBQStzcXGRa12yVEWQQtYAtACwc+dOtGvXDklJSWLvCQQChIaGIjQ0FMCH72Hz5s3h7++Prl27omvXrkp1tVA3bTzWqzvoxHXMGRoaqvzUkqv7gDZQtol0dZQnz/dO2C+//ILly5ervf+6ps7VXNdAz58/V7mrsyTKfO81ebNX2Z07dzBp0iRER0ertdya+lstTNnPiesYBFBl3RblOQb19fUxZswY/P777yLpwcHBMoMpJ06cEAuWu7q6io3fUlXWr1+P8PBwiS1wIiIiEBERgdWrV4PH46FRo0bsdUL37t2r9fvG9Vuoo6Oj8m+Zjo4OnJycxLpaacP1njy/OZ6envj7778ljrGTnZ2NgwcPsuNdWVpaokOHDuxnqGjASBrq5vMRMTIygouLC3r06IHff/8dz58/52wGde7cOcyaNUvuctV9QS+LpOZdXOnqaA6oqYuQJk2a4Pbt22jYsKHMZUtLS3H79m2sWrUK3bt3h7OzM2bMmCHXII6aos6L+V9//RUTJkyokmNR0RsFbcH1g1dV34eaNJaPi4sLwsPD5brR4fP5iIiIQFBQEPr16wdHR0dMnDix2mcvEUbH+gdcwfOafL7/VHzzzTf49ttvq2QgQE0dv9pyDSSNuoNxyrp+/Tq6deum9kAKULPOX5Io+zlp6zHI1ZLk7NmzSE9Pl5qPq4vPuHHj1N6aWRIzMzNcv35drnETGYZBdHQ0Nm/ejGHDhsHJyQnDhw9HSEhINdSU+/rL3NxcLa0savr1XmBgII4ePSrXQ/GcnBycO3cOCxYsQMuWLdGwYUP8/PPPamnxpt2PtolK7OzscPLkSQwYMABnz54VeW/Lli3o2bMnBg0aJLOc6m5aKWnwI11dXbmXVUR5ebnKZSircePGiIyMxPbt2/HHH39wzlbEJT09HX/++Sf++usvTJo0CUFBQTAzM6vi2mrGf//9J3H6SR0dHTRt2hS+vr6oXbs23N3dYWlpCSMjIxgZGYn9MJ85c4azL35NxNU8XB2tKrjKqGlPBN3c3HDr1i0cPHgQv/76q9zBkby8POzatQu7du3C0KFDsXnz5mptyUDH+v9UbroLQC0z8dS07pI1ycaNG7Fx40bO9/T19dGyZUv4+PjA09MTbm5uMDc3Z4/fyjcG27dvx44dO6qj2jJpyzWQtktKSkL//v0l/l54enqiY8eOaNCgAdzc3ODg4ABDQ0MYGxuLXd8lJydjyJAh1VHtGkFbj8EWLVqgefPmePz4MZtWVlaG/fv3S5zxMzk5GZcvXxZLr+pZfCqzsrLCyZMncf78eaxZswY3btyQK2BXXFyMf//9F//++y/8/f2xfft2eHl5VVk9q+paT1I5Ne16b8iQIfD398fatWvxzz//yAzkVXj27BkWL16MdevWYdmyZZg9e7bSASoKpnzkdHV1ceDAATRr1kxsjIWpU6eia9euMp/2aUt3Eq7II1efekVpYqYCYfr6+pg2bRqmTZuGO3fu4OzZswgJCeGcRakyPp+Pbdu24caNGwgJCVFLNw9tUlxcjNmzZ4ul6+rqYu7cuZg1axZcXV3lLo+r73tNZWFhIfa0iqvLmKK4yqiJT/N5PB5GjRqFUaNG4enTp/jvv/8QEhKCsLAwuS4Wjh49irCwMFy6dIlz9H91o2NdFNcxp47jWx2/GURcamoqlixZIpZubGyMJUuWYMqUKQr1qz99+rQ6q6cSbbkG0nYLFizg/I4OGjQIS5YsQatWreQu68WLF+qsWo2nzcdgYGAg5s6dK5K2e/duicGUvXv3igVrfHx81DKgszJ69+6N3r17Iz4+HidOnEBISAhu3rwpVwDr2rVraNWqFU6ePAl/f/8qqR/XPZo6fgsllVMTr/dsbGywdu1arFy5EhcuXMClS5cQEhKCqKgomQGynJwczJ07Fzdv3sSRI0c4H9zLQt18PgEWFhb466+/xNJTUlKwYsUKufJXtnDhQjAMUyUvSSckrll3hAe+Upa8Uczq4OPjg+XLl+PGjRvIycnBzZs38fPPP6NXr15SI9HPnj3DgAEDauwTLUnOnDkjNrK6jo4O/vvvP/zyyy8K3VwCNav5oixc34eqCi6qMriYNmjcuDG+//57XLx4EdnZ2bh79y7Wr1+PQYMGSQ0mJycn47PPPquWG3A61kVxBc/z8/NVnvZQ08Hzj9WePXvE9q2JiQlCQ0Px/fffK3wO0abjl+sc0a5duyq7Bvrxxx+rfyNVlJaWxjmO3nfffYfjx48rFEgBtOvz1waSfqcKCwur5Bi8du2a3HUbM2aMWLDnwYMHEgce5uriU92tUrjUrl0bc+bMwX///YeMjAxERkZi06ZNGDFiBOzt7SXmy83NxeDBgzknBVAHrmu9goICtVzvf2zXe/r6+ujXrx/++OMPREZGIiMjA6dOncLChQvh4+MjtRvZ8ePHMX/+fKXWS8GUT0Tv3r3Rt29fsfRNmzbh7du3UvO6u7uLpUkaDKsq1apVSyxNuGmhMsrLy9U20ry6GRoaolOnTli0aBHOnz+PjIwMHDt2DL169eJc/v79+9i9e3c117Jq/ffff2JpX375JeexLA9tCpypiusH9tWrVyqXW3kwMknrqqn09PTQtm1bzJ07F8ePH0d6ejouXLiA4cOHc/7Qvn79GuvXr6/yetGxLsrW1lasya1AIOA8PhXBNcUkUR3X8atoawRh2nT8ass1kDY7ffq0WKDT29tb6a6G2vT5awOuYxDQjuPQwcEBffr0EUvnCppwBVkMDQ0xcuTIKqufMiq61U6fPh0HDx7E+/fvERoaikmTJnF2N83OzsbSpUurpC6Srr9UncK5pKSEc6D+j+l6z9raGv369cPatWsRHh6O5ORkbN68WWJr402bNik1FiUFUz4hFaNSCyspKZHZOoVr+uGqisBK065dO7G0iIgIlZ5URkVFKTXtoyYYGxtj8ODBOH/+PE6dOsU5kNmePXs0ULOq8+DBA7G0cePGKV2eJgcWVTeu7+XDhw9VLperDHVMQa6t9PX10bNnTxw+fBhhYWGcT6D27t1b5fWgY12UsbEx6tWrJ5b+6NEjlcpVNT/h9jEfv1znv3fv3qGsrEwDtdFOXJ//6NGjlWoyD2jX568N6tWrx9nVRxPX4ly4WpZwdefhCrAMHDhQI7NqKkJHRwcdO3bEjh078OTJE9StW1dsmSNHjsjsmq+MunXrcgZwVL3ee/LkCeeYkR/z9Z6DgwOmTZuGx48fY/ny5WLvl5eX48CBAwqXS8GUT0izZs0wdOhQsfTg4GCpEU6uWTHCwsJQWlqq1vrJ0rZtW7EnxxkZGbhy5YrSZVbV9M5VrV+/fpxBsLCwsI9ixPsKKSkpYmmNGjVSqqyysjLcuXNH6bpU1fz0yuL6Xt6+fVul7+X79+8RGxsr17o+Rj4+PtiyZYtY+qtXr/Du3bsqXbc2HevawsfHRyyNa+BCRajye0G4FRQUiI1DZG5urnDXtArv379XacwMdZ+r27ZtKxYUKCoq+ii+Y+qizvMXANy8eVOV6nx0jIyM0LJlS7H06ppRRpZ+/fqJdQ9JTk7GpUuX2P/Lyso4b1S5ZgTSZvXr12en2xVWVFTEGVRUlaGhIednf/36dZXK5Tp2nJ2d4eHhoVK5NYGuri6WLl2Kfv36ib0XGhqqcHkUTPnELF26VOxCo6ysDD/99JPEPAEBAWKtIAoLC3H+/PkqqaMkZmZm6NKli1j61q1blSqvuLi4Rrfk4GoWWVJSIrOvMddsFtr6hI2rP6eysxYdPnxYpUG7tG2/dejQQSwtKytLbOYuRezbt0/sSRKPx+O8qf1YDRw4EEZGRmLp79+/r9L1atOxri24jvEjR44oHTC8c+eOVk8nX1Op89gFoPIsPuo+V1tYWHBeexw7dkzpMj826jwG3rx5o3LQ9GPEdeN3/PhxDdREnIGBAUaNGiWWLtwS5cyZM2Ldt5ycnCR2XddmrVu35mydUlXXCVy/hYcOHVLpvMZ1//OpPDirwHUfpcxnSMGUT0zTpk05p0Pes2ePxL7oxsbGGDZsmFi6PIPXqtuUKVPE0v7991+lovOrVq3i7C9YU9jZ2XGmyxqUytzcXCxNW6dC4xpVXJkWAnw+H0FBQSrVRdv2W9OmTVG/fn2x9N9//12p8oqLi7F582ax9J49e9bI0d2Vpaenx9nkuKoHd9amY11bDB8+XOzGOCsrC9u2bVOqvDVr1qijWqQSrmM3PT1dqaBXQUEBZ+swRVTFuZqry9Lff//N2SLjU6Su8xcABAUFfXSD6avDmDFjxFpnR0RE4NSpUxqqkSiurj4nTpxgB3Dn6uIzduxYpbuCaRrXNXhVHbdc92Dp6elKd0G+dOkSnjx5IpY+fPhwpcqrqdT1GVIw5RPENUhSeXm51NYpc+bMEWvR8uDBA6xatUrt9ZNmyJAhcHJyEksfP368Qn1Hz507V+MvrLmCXwYGBhKDLBW4BpdKSEhQV7XUysXFRSzt3LlzCpezdu1alftgc+03TfZX5vF4mDFjhlj69evXOZugyrJ27VrOAWwlTW/4scrNzeWcJUzZLgvy0qZjXVvY2tpydk1dsmSJwjexZ8+exYkTJ9RUMyLM1NRUbLaRsrIypbpUzZkzR+WHHFXxGzdq1Cix72hhYSEmTpxIN/5Q3/krNDQUGzduVEeVPjpeXl4YOHCgWPqMGTOqvOWkPNq0aSM2sGdxcTEOHz6MjIwMzlazNa2LTwWBQMA5PEJVXSd06NCBczDv77//XuEZ6kpLSzFz5kyxdBcXF87f248Z132UMp8hBVM+QS1atMCAAQPE0vfu3SuxCXSLFi04o86LFy/mfJqtqMLCQmzZskXmScHAwIDzyXtiYiICAgIQFhYmNT/DMPjnn38wZMgQtnlcdY+FkZeXh6+//lqlPuEAdwuE1q1by9wersGlbt++rVJdqkrnzp3F0tauXavQVLWHDh3CsmXLVK6Li4uLWIuF7OxsxMTEqFy2siZMmMDZimLKlCkK3VAfP36cM5jasGFDzlH6tdXXX3+t8gCjmzZtErs5cnV1hbOzs0rlyqJNx7o2mTt3rtjT2KysLPTt21fuffPw4UOMHj26KqpH/h/X8bts2TKFmqGvX79e6VZHwrh+46Kjo1Wa4tzIyAirV68WSz937hwmTZqk8kD2AoEAp06dwv3791UqR1O4Pv+jR48q9Dv09OlTfP755ypPf/4xW7t2rVhrvTdv3uCzzz5TS0vrhw8fqtR9jSs4EhwcjAMHDoi1VGvdujWaNGmi9LqU9d1336k83sjBgwfFAvpGRkZVuj1z5swRS0tJScGQIUPkHvhWIBBg7NixePbsmdh7M2bMgL6+vsr1rA43b97E6tWrVZpCvaSkhLMVZJs2bRQui4Ipnyiu1il8Pl9q65TffvtNbGAihmEwffp0DBs2TOHgAMMwuHv3LhYsWAA3Nzd8/fXXKCoqkplvxIgRnF2V4uPj0alTJwwbNgz//vsvEhISUFxcjJycHMTGxuLPP/9E+/btMXnyZPbCx9XVlTPSX5X4fD62bNmCBg0aYPDgwTh27Jhc212hrKwMS5Ys4bzoHDNmjMz8rVu3Fkv7448/FI5uVweuz/n169fo168fUlNTpeYtLi7GihUrMHr0aHbEclWbk3I9GVi5cqXGLv7Mzc3x559/iqXn5uaiZ8+eMvtTMwyDTZs2YdSoUWIBBF1dXfzzzz9aN/CuNPv370fLli3RvXt37NmzR6FjmmEYbN68mTMYMWrUqCrfD9p2rGuL1q1bY9asWWLpERER8PX1xd27d6Xm37VrF7p27coeC1yzoBHVcR2/9+7dw6hRo5Cfny81b05ODmbMmIH58+ezaaocv1ZWVqhTp45IWllZGWcwRBHjx4/n3M7du3fDx8dHqRu0V69eYf369WjQoAEGDBig8kMWTenRowdMTU1F0vh8Pvr16yfXoJyHDx+Gn58fkpOTAXw85y91q1evHtauXSuWHhERgebNmyM4OFjhcTQyMzOxe/du+Pn5oVWrVrh48aLS9ePqthMaGor169eLLaupVinnz5+Hv78/2rVrh7/++kvm72tl//77L+eQA/369RNroadOY8aMQc+ePcXSr169ij59+shsKZ2amoohQ4bgyJEjYu+1aNEC8+bNU1tdq1pGRgYWLVqEWrVqYfr06bh586ZC1+EZGRkYOnQooqKixN6T5z6qMvF5tsgnoXXr1ujXrx9Onz4tkr5//34sXryYcywGS0tLnD59Gp07d0Z2drbIe0ePHsWxY8fQu3dv9OzZE76+vnB3d4e1tTX09PSQk5ODnJwcJCQk4MmTJ3j8+DEuXryodJ/aHTt24NmzZ2KtAhiGwdGjR3H06FGZZRgYGGDfvn3YuXOn2HuVn4RWBYFAgBMnTuDEiRMwNTVFjx490LZtW7Rq1Qp169aFtbU1LC0tUVZWhqysLMTFxSEkJAS7d+/mbLLcqFEjTJ48WeZ6hw0bJhZMe/bsGRo3boxx48ahdevWsLOz4xyE08vLi3Pq2KrSvXt3+Pr6irWcuXnzJry9vTF16lT069cPDRs2hKmpKTIzM5GQkICzZ8+K7ScjIyPMnDkT69atU7o+w4YNw9WrV0XS9u/fj5iYGIwcORLe3t6wtLTkjO63bNmSc2BEVY0ePRqnT58WGyU/IyMDQ4YMQbdu3TB27Fh06tQJzs7O4PP5SEpKwpUrV7Br1y6JF7qLFi2qsYORXblyBVeuXIGBgQECAgLg4+OD1q1bo0GDBrCxsYGVlRUEAgFycnLw/PlzhIaGYu/evZw/rA4ODvj222+rvM7adqxrk5UrV+L06dNiLSejo6Ph6+uLzp07Y/DgwahduzasrKyQkpKCqKgoHDp0SOwJ3KpVqzB79uxqrP2nYfz48Vi5cqXYBf3Ro0dx584dTJ8+Hb169YKXlxeMjY2RlpaGFy9e4NSpU9i9e7fIDY29vT2GDh2Kv/76S+n6DBs2DL/88otI2po1a3D79m0MHjwY9evXh4WFBedNe/v27SWWW3HTWXla0sjISPj7+6NFixYYPHgwOnbsiHr16sHa2homJibIy8tDTk4OkpOT8eTJE0RGRuLatWuc55yayNLSEjNnzhTrPp2cnAxfX1+MGTMGI0eORMuWLWFtbY38/Hy8e/cOV69exf79+xEeHi6Sb9GiRVIf7n3KZs2ahaioKGzfvl0kPSMjAxMmTMCiRYswYsQIdOrUCc2aNYONjQ0sLS1RVFSEnJwcpKen4+nTp3jy5Alu376N0NBQtXVVc3Z2Rs+ePcW6eFW+ZjUwMNB4a8F79+7h3r17mDFjBjp27Mh2pfH29oatrS2sra3B4/GQl5eHly9fIjw8HAcPHuRsyW1kZISVK1dWaX15PB527dqFpk2bIiMjQ+S9kJAQNGnSBGPHjsXw4cPRoEED2NvbIzMzEy9fvsSxY8ewa9cuZGZmctZ93759nNMva7v8/Hxs3rwZmzdvZo+9Vq1aoVWrVnBzc4O1tTXMzMxQXFyMlJQUPH36FOfPn8eePXs4B+mfOHGiWFc1uTBEay1btowBIPZSl7t373KWP2bMGKn5IiIiGCcnJ868qr6Sk5Plrn9ycjLTqlUrpdZjZGTEHD9+nGEYhhk7dqzY+0ePHpWrDjt37hTLGxgYKDVPVlaW2veblZUVExERIfe+69Gjh1Lr2blzJ2d5ISEhYsv6+fnJXR9pHj16xJiamqq0f3g8HrNnzx6lPi9hOTk5jJ2dnVJ1iI+Pr7J9l5+fz3Tq1Eltx9PIkSOZ8vJyudcfHx8vVoaHh4dC21CZn5+fWJkhISFS81haWqr1e2VoaMicO3dOpe1QhLYc66p+T7hw1VURz549YxwcHFTaNwsXLqySY1VRXL/ty5YtU7o8Dw8Puc83sqhyPjp//jyjq6ur8nfu6tWrKu+jly9fMkZGRkrVQZb09HTG19dXreeaiteBAwdkrl/dx48wVb77ubm5jLe3t8r74Msvv1T5e6rO74SyVD3nScPn85lp06ZVyTE4ZcoUlep28OBBmesYPHiwyvtA2WOkefPmat1fPB6P2bFjh1x1DgwMFMsv6bpaktDQUMbMzEwtddfX12fvheSl7vOPMp/j8ePH1X7cN2vWjMnOzlZqG6ibzyesbdu2nOMhHDhwALGxsRLztWzZEg8ePOBsbqYKHo+nUNNOJycn3Lp1C/Pnz1cootq8eXPcunWLba5buZUNwD0yvbaqVasWbt68yTkPvST//PNPtbYwUUXz5s1x8OBBGBsbK5VfX18f27dvx9ixY1Wui4WFBYKDg7WuCbKpqSkuXLiAESNGqFQOj8fD/PnzsXfvXq3bxupmY2OD8+fPo3fv3tW2Tm061rVN/fr1ERoaigYNGiiVf/78+TV+0HFt16tXL2zevFnpc4e5uTmOHTuGgIAAletSp04dpWc2k8XW1hYhISGYM2eO2lux1pQxC7iYm5vj1KlTYt3BFfHVV1+pPJvTp0BHRwebN2/GP//8wzl7lSpUPQYHDhzIOZabMK4xGGsiExMT7N+/H5MmTaq2dXbs2BHXr19X6XsGfJjJ5vz585xdFz81AQEBuHHjhtL3fhRM+cRxjQ8gEAhkTnvs4uKCCxcu4NixY5zjSCiiYcOGWLlyJRISEhS+wTcyMsK6devw/PlzLFq0CE2aNOEc28DGxgZDhw7F8ePHERERIVJnrmCKrB8CVZiZmWHNmjXo1KmTSjespqam+OGHHxATE6PwoFdubm6IiIhAr169lF5/derXrx9u377NObCgNC1atEBoaKhaf+j69u2L69evK31TV1VMTExw8OBBHDp0CF5eXgrnb9WqFUJCQrBu3boaG0hZvXo1evTooVJzVQMDA0ybNg1xcXHw9/dXX+XkpE3HurapV68eHjx4gHnz5sndZc7Lywv//fcf1q1bV6PG/6mpvvrqK1y8eBHu7u4K5fP398e9e/fQt29ftdVlypQpOHHiRJXMsGFoaIigoCBERERgwIABKgVVHBwcMHPmTNy7d6/Gz6ZRp04dPHjwgHOSA2kcHBywZ88e/P333zX290cTJk6ciOfPn2PGjBliY9YowtjYGMOHD8epU6fw22+/qVQnIyMjqQ927O3tNTqw/aJFizBw4ECV9peOjg5GjBiB2NhYjBw5Uo21k0+rVq3w5MkTzJkzR+GHL3p6epg0aRKio6PRtWvXKqph1Wrbti0WLFiARo0aqVSOm5sbdu3ahStXrqj0EJ3HMAyjUk1IlUlMTERiYqJYurT+vMp48OCB2IBVurq6aNu2rdxl3L9/H8eOHcONGzfw6NEjFBQUcC5nZmaGBg0aoHHjxvDz80O3bt1Ujq5WVlhYiNevXyM/Px9GRkawt7fnnE65gp2dnVj/w8TExCqfChX4MPBXaGgobt++jbt37yIuLg5JSUng+lrq6OjAy8sLLVu2RP/+/TF48GCVfgwqxMXF4ciRI4iIiMDTp0+RmZmJvLw8ztkJdu7cqdEnCgKBAMePH8eePXtw48YNzpG83d3dERAQgNGjR6Nnz54iN1CxsbG4fPmyyPKNGjVCt27dlKrPjRs3cObMGTx69AhxcXHIzc1FXl4e5wBw8fHx8PT0VGo9iuLz+Th37hwOHz6MGzducA5MxuPxUL9+fQQEBGDkyJHw8/OrlrpVh/z8fNy6dQu3b9/GnTt3EBsbi7dv30rsF+7h4YGWLVuid+/eGD58OGxsbKq5xuK07VjXNmlpadi3bx8uXbqEJ0+eIDU1FXw+H+bm5qhduzbatGmD/v37o2/fvtUyBhYRVVpair179+Lw4cMIDQ0Vuybg8XioU6cOevTogXHjxqFDhw4i79+9e1dscOF27dqhXbt2CteFz+fjwoULuHTpEh49eoRXr14hNzcX+fn57IDNwpS5LH79+jX+/fdfXL58GQ8ePOCcXh34EKz18vJCo0aN0KFDB3Tr1g3Nmzf/KAN99+7dw5YtW3DlyhW8efNG7H1ra2t06tQJgwcPxsiRI0VuCvPy8hAcHCyyvIWFBcaPH1/l9a6pcnJycPLkSZw9exZ3795FQkIC57HM4/FQq1YtNGzYEG3atEG3bt3QoUMHtY7pFhsbi4MHD3K+17RpU60IGpaUlCA8PBxhYWEIDw9HTEwMEhISJA7g6+zsjBYtWqB79+4YNWpUlc/wJ6+0tDTs378fp0+fxp07dzjHAjE2NkabNm3Qt29fjBkzRuFgtzZLSEhg76MePHiAFy9eiN3TVTA0NIS3tzfatm2LYcOGoVu3bmq5PqBgCqkSqampSEtLQ1FREfT09GBubg5LS0vY2dlpumoiXrx4gXr16omkOTk5sSPKa0JJSQlSUlKQl5eHwsJCmJiYwMLCAnZ2dko3//8YCQQCpKSkICMjAyUlJTAzM4OLi4vam7x+DPLz85GYmMje0FhYWMDd3Z1zkOGPVVlZGd6/f89+rwwNDWFhYQFbW1uYmZlpunpS0bFOarLy8nL2+C0vL4eZmRnc3d0/6t+z3NxcvHv3DoWFhWAYBubm5rCwsIC9vf0n2fIiIyMD6enpyMvLg7GxMezt7eHg4KDpan3USkpKkJiYiLy8PJSXl8PU1BTm5uYSJxggHwKvKSkpbLBVX18fFhYW7CC+NcH79++RmpqKkpISGBgYwM7ODi4uLh9lwFaS3NxcpKenIz8/H6WlpTAzM4OFhQUcHBygp6f+uXcomEI+aatWrcIPP/wgktavXz+cOnVKQzUihBBCCCGEEKLtqO0r+WSVlpZyTr3YuXNnDdSGEEIIIYQQQkhNQcEU8slauHAh3r59K5Kmr69PfXIJIYQQQgghhEhFwRRSI+Xk5OD06dNK51+/fj02bNgglj548GCpg9USQgghhBBCCCEUTCE1Ul5eHvr374+WLVti+/btnDNdcHn69CmGDh2K+fPni41ybmRkxDlVNCGEEEIIIYQQIowGoCU1UmJiosjUXvr6+ujYsSPatm2Lpk2bws7ODubm5sjPz0dmZiaioqJw7do1hIeHS5z2cMOGDZg5c2Z1bQIhhBBCCCGEkBqKgimkRqocTFHVjBkzsGHDhk9q6jBCCCGEEEIIIcqhbj7kk6avr48NGzZg48aNFEghhBBCCCGEECIXCqaQGsnGxgazZs1SunWKgYEBvvrqK8TFxVHXHkIIIYQQQgghCqFuPqRGYxgGUVFRCAsLw7179/Dq1Su8efMGmZmZKCwsRHl5OaysrGBjYwN7e3u0adMGfn5+8Pf3h42NjaarTwghhBBCCCGkBqJgCiGEEEIIIYQQQogCqJsPIYQQQgghhBBCiAIomEIIIYQQQgghhBCiAD1NV4BoF1NTUxQXF0NXVxcODg6arg4hhBBCCCGEkI9camoq+Hw+jIyMUFBQoOnqyIXGTCEidHR0QIcEIYQQQgghhJDqpqOjAz6fr+lqyIVaphARwoEUV1dXDdaEVJfk5GQIBALo6OjA2dlZ09Uh1Yg++08PfeafLvrsPz30mX+66LP/9HwMn3nFNujq6mq6KnKjYAoRoaOjw34RExMTNV0dUg3c3NyQlJQEZ2dn+sw/MfTZf3roM/900Wf/6aHP/NNFn/2n52P4zCu2oSYNNUED0BJCCCGEEEIIIYQogIIphBBCCCGEEEIIIQqgYAohhBBCCCGEEEKIAmjMFMJJIBDAzc2N8725c+di7ty51VwjQgghhBBCCCE1VVBQEIKCgjjfS05OrubaqI6CKUSipKQkzvTc3NxqrgkhhBBCCCGEkJosNzdX4j1mTUTBFCKRpKmRLSwsqrkmpCrNnTsXubm59LkS8gmg7zshnw76vhPy6agp33cLCwuJ95gVUyPXJDyGYRhNV4JoD11dXXZqZD6fr+nqEEKqUMUUdK6urjV2Gj1CiHzo+07Ip4O+76QmqonHLQ1ASwghhBBCCCGEEKIACqYQQgghhBBCCCGEKICCKYQQQgghhBBCCCEKoGAKIYQQQgghhBBCiAIomEIIIYQQQgghhBCiAAqmEEIIIYQQQgghhCiAgimEEEIIIYQQQgghCtDTdAWIdjE3N0dOTg7Mzc01XRVCSBWbO3cucnNzYWFhoemqEEKqGH3fCfl00PedkOrBYxiG0XQliPZwc3NDUlISXF1dkZiYqOnqEEIIIYQQQgj5yNXE+1Dq5kMIIYQQQgghhBCiAAqmEEIIIYQQQgghhCiAgimEEEIIIYQQQgghCqBgCiGEEEIIIYQQQogCKJhCCCGEEEIIIYQQogAKphBCCCGEEEIIIYQogIIphBBCCCGEEEIIIQqgYAohhBBCCCGEEEKIAiiYQgghhBBCCCGEEKIACqYQQgghhBBCCCGEKEBP0xUg2ik5ORlubm6c782dOxdz586t5hoRQgghhBBCCKmpgoKCEBQUxPlecnJyNddGdRRMIZwEAgGSkpI438vNza3m2hBCCCGEEEIIqclyc3Ml3mPWRBRMIZx0dHTg7OzM+Z6FhUU114YQQgghhBBCSE1mYWEBV1dXzveSk5MhEAiquUaq4TEMw2i6EkR7uLm5ISkpCa6urkhMTNR0dQghhBBCCCGEfORq4n0oDUBLCCGEEEIIIYQQogAKphBCCCGEEEIIIYQogIIphBBCCCGEEEIIIQqgYAohhHzk/P39wePxwOPxcO3aNU1XR6KEhAS2np6enpquDqli165dYz9vf39/TVdHzIQJE9j67dq1S9PVIYQQQoiWodl8CCHVKjc3F+fOncOlS5dw//59pKWlIT09HQYGBrC2tkb9+vXRtm1bDBgwAL6+vpquLiGEEEIIIYSIoZYphJBqUVhYiFWrVsHT0xMjR47Ejh078PjxY7x79w6lpaXIz8/H27dvceXKFaxZswYdOnRAgwYNcODAAdCkYzUPtTKpPtrQgoJamRBCCCHkU0MtUwghVe7Nmzfo378/IiMjRdJr1aqFZs2awd7eHnw+H+/fv8fjx4+RkpICAIiLi8Po0aPx9u1bLFy4UBNVJ4QQQgghhBAxFEwhhFSphIQE+Pr64v379wAAHo+HUaNGYdGiRWjcuLHY8gzD4P79+9i4cSP27dsHgUCAwsLC6q420QBPT09qhfQJ8ff31+rPe9euXdSKhRBCCFFQcl4Jtjx4h+T8UgBAc0dTzGjrpuFaVQ0KphBCqkxpaSmGDx/OBlKMjIxw4MABDBo0SGIeHo+Htm3bYvfu3Vi4cCFGjRpVTbUlhBBCCCGEKCqvpBwb7iXh0qtMXH+TI/LegPq2FEwhhBBF/fLLL7h//z77f3BwsNRASmVNmjRBeHg4Hj16pP7KEUIIIYQQQlQ27Vwc9kWlaroa1Y4GoCWEVImioiJs2LCB/X/IkCH4/PPPFS7H1NQUHTt2FEv39PRkB5RMSEiQWY48A1ByLZOdnY3169ejffv2cHBwgIGBAerUqYOvv/4ab9++FSsjIyMDa9asQbt27WBvbw8TExM0atQI3333HbKysqTWUZlBWxXdD9IUFRXhxIkT+Oabb9CpUyc4OjrCwMAAZmZm8PT0xODBg7Fjxw6UlpZKLGPXrl3g8XioXbs2m/b69Wu2jpVfwmRtf7Nmzdj3Dxw4IPd2ffXVV2y+6dOnS102JiYGixYtQrt27djtt7e3h4+PD5YuXYp3797JvV55xcbGYuHChWjfvj3s7OxgYGAAIyMjODg4oHXr1pg4cSKCg4PFjp+Kzz44OJhNmzhxIud+/vHHH8XWm5OTgwMHDmDKlCnw8fFh121hYQEvLy+MGjUKhw8fhkAgkFj3H3/8ETweDwEBAWza9evXOetQ+TNVZNBaTewjZQatDQ0NxaxZs9CyZUs4ODhAX18fFhYWaNq0KQIDA3HgwAEUFRWpfTsJIYQQTUnILsL+TzCQAgBgCBHi6urKAGBcXV01XRVSw+3evZsBwL5CQ0PVWr6Hhwdbdnx8vMzlAwMD2eV37twp1zIPHjxgPD09RbZD+GVtbc1ERESw+c+cOcNYWVlJXN7V1ZWJi4uTWMf4+Hh2WQ8PD7XtBz8/P3aZkJAQzmXCw8MZMzMziXUXfnl6eopst7CdO3fKVUbFS5HtX7t2Lft+37595do/xcXFjLW1NZsvLCxM4nJTpkxhdHV1pdbX2NiY2bhxo1zrlseyZctkrrPiNWbMGJG8wp+9rNeyZctE8h49epQxNDSUK2/z5s2ZV69eSay/vHWo/JmGhISw7/n5+WndPpLnnFHh7du3TI8ePeRaj4+Pj9q3kxBCCNEEgUDA9Nr3iMFPIZyvz49GMdsikuQqqybeh1I3H0JIlbh69Sr7d61atThbl2izxMRELFy4EGlpabCzs4Ofnx9sbGzw+vVrhISEoKysDFlZWejVqxeeP3+OR48eYdCgQSgrK4Obmxs6duwICwsLxMXF4ebNmxAIBEhKSsKQIUPw8OFD6Olp1+k3KysL+fn5AAAHBwc0btwYbm5uMDU1RWFhIV68eIG7d++ivLwcCQkJ8PPzQ0REBOrWrStSTqNGjTB9+nTk5eVh9+7dAABzc3OMHz9e5TqOHj0a33//PQQCAS5evIi0tDTY29tLzXP27Fn2KX7dunXh6+srtkxBQQF69eqFW7dusWleXl5o3bo1rK2tkZmZiVu3buHdu3coKirCzJkzkZubi0WLFqm0PX/88QeWL1/O/m9nZ4f27dvD2dkZPB4PmZmZiI2NRUxMDPh8vlj+wMBAZGRk4MqVK4iNjQUAdOvWDQ0bNhRbtl27diL/p6amoqSkBADg5uYGb29vODk5wcTEBPn5+YiJiUFERAQYhsHjx4/RpUsXPHr0CLa2tmLlTp8+HUlJSThx4gQAwMXFBYMHDxarQ+W88tDkPpLX06dP0aNHDyQnJ7NpDg4O6NChA+zt7VFcXIyXL1/i4cOHKCoqQnFxsdq3kxBCCKkOZXwB7r3LQ3pRGQDg/MtMXHiVJbbcn73rYVgjeziYGlR3FauXpqM5RLvUxIgg0U5eXl7sU9Thw4ervfyqbplS8dR+6dKlTElJichyT548YZycnNhlFyxYwLi7uzP6+vrMli1bGD6fL7L89evXGVNTU3b54OBgzvVrumXKokWLmCdPnkhcV0pKCjNu3Di2rG7duklcVpltkSdPQEAAu4w8LUSGDBkiseVBhfHjx7PL1K9fn3MflZeXM5s3b2aPC11dXYmtXORRVlbG2NnZsetdvXo1U1payrlsRkYG888//zBr167lfF+RFhQV/vvvP2b16tXM8+fPJS7z6tUrplevXmzZkydPlrisvK1MFMmj6X0kT56cnBymXr167HJ2dnbM/v37GYFAILZsfn4+s2/fPmbixIlVtp2EEEKIuhSWljNrb71mJv0Xw0z6L4YZfPgJY/HLDYmtUPBTCGOy5joTn1Wo1Ppq4n2odj0aJYR8NF6/fs3+zTUFsrYrKSnB4sWLRZ4WV2jSpAl+/fVXjB07FgCwbt06AMDOnTsxYcIEseW7dOmC77//HosXLwYAHDx4UC0tNdTJx8cHPj4+UpdxcHDA7t27kZ6ejnPnzuHKlSuIiYlBo0aNqqmWwLhx4xASEgIA2LdvH2bMmCFx2ZycHJw5c4b9v+LzEnbz5k22BY2Xlxdu3boFOzs7seV0dXUxbdo0GBsbY+LEieDz+VixYgXOnTun1HbExsYiPT0dANCxY0d89913Epe1sbHBxIkTlVqPJP3790f//v2lLlO7dm2cOnUKbdq0QWRkJPbt24d169bB2tparXWRRNP7SB6//PILnj9/DgCwtLREaGgoGjRowLmsqakpRo8ejdGjR4uk14TtJIQQUnOV8QW48CoTMemF4AsYxGcX432B5PHvAKBcwODsi0yF1/WTX214WhkrW9Uah4IphBC1y83NRXl5Ofu/lZWV5iqjJAcHBzb4wWXIkCEwMDBgB2Nt0aIFZyClwqhRo9jy7t69q9a6VrcJEyawQYTLly9XazBl6NChmD59OoqKihAeHo6XL1/Cy8uLc9kjR46wXVnat28v1iUJAIKCgti/169fzxlIETZhwgSsXbsWsbGxuHDhAjIyMpTqvpKbm8v+Laurkibp6+tjzJgxiIyMRHFxMUJDQ2UGYdRF2/dRSUkJ/vzzT/b/NWvWSAykSKPt20kIIaTmeptTjH6HniAytaDK12VjrIcJzZ2qfD3ahIIphBC1y8vLE/nfzMxMQzVRXv/+/WFoaCjxfWNjY9StWxfR0dEAgGHDhkktr06dOjAxMUFhYSEyMjKQl5cHc3NztdZZXQoLCxEeHo4nT54gLS0NeXl5IuM0JCUlsX9X97TVFhYW6N+/Pw4fPgzgQ+uUpUuXci67b98+9m+uVinl5eW4dOkSW26/fv3kqkNAQABiY2PBMAxu3bqFAQMGKLoZcHd3Z/8OCQlBXFwc6tevr3A56pCdnY3w8HA8ffoUGRkZyM/PF5nBp2KsEeDD511dwRRt2kdcwsPDkZ2dDeDDuECBgYFKlaPt20kIIaRmEjAM+h+umkCKk5kBTPT+NzFwbSsjLOviCRtjfbWvS5tRMIUQonaVgwQVA5vWJE2aNJG5jHB3B3m6MllbW6OwsBDAh6fR2hZMyczMxNKlS7F7926xgJgkFd0TqtPYsWNlBlMSExNx/fp1AB9aV4wYMUJsmcjISBQUFLDLzJo1S67137t3j/2ba3psebi7u6N9+/YIDw9HTk4OWrdujXHjxmHw4MHo2LEjTExMlCpXEYmJifjuu+/w77//si14ZKnOz1sb9pE04eHh7N/t27eHsbFyzZq1fTsJIYTUTC+zivA4RT2BlE7ulmjrYg5DXR30qG2NAE8r8Hg8tZRdk1EwhRCidhYWFtDT02O7+lQ8va1JLC0tZS4jPCOPosuXlZUpV7Eq8vr1a3Tp0gVv3rxRKJ+8QRd16t27N+zs7JCeno64uDjcu3cPbdu2FVlm//79YBhGZPnK3r17x/6dkZEh0mVDXhUzBSljx44d6Nq1K1JSUpCfn48tW7Zgy5Yt0NPTQ4sWLdClSxf06tUL3bp1g66urtLr4fLw4UN069ZN4fpX9+etyX0kS0pKCvt3nTp1VCpLm7eTEEJIzZScJz4uSh8vGxjr66CBjQnMDGT/npjo6+CzeraoZ0OBfS46shchn6Lk5GS4ublxvoTHGCBEEg8PD/bviq4wNYmi0faaHp0fPXo0G0gxNzfHnDlzcP78ebx69Qr5+fng8/lgGAYMw7ADwAIQ6Q5SXSq3NNm7d6/YMsJp48aN4ywnJydH5boIjw2kKG9vbzx+/BgzZ84UCcaVl5fj/v37CAoKQq9eveDh4YHt27erXNcKJSUlGDp0KBtIsbe3x+LFixESEoK3b9+ioKAAAoGA/bx37tzJ5q3uz1tT+0gewoElVbsyavN2EkIIqZlSKg0yW9faGGdHNcPRYU2wqmsdLOrkIfM128ddrYGUoKAgifeYycnJaltPdaGWKYSTQCAQGRdBmPBgeYRI0qlTJ7x8+RIAcOfOHQ3XRjM3/dVBHdsVFhaGsLAwAB9uCsPDw+Ht7S1xeU20Rqls7NixbEuSQ4cOISgoiH1i/+TJEzx58gTAhxZDksb4MDU1Zf9u1qwZHj9+XMW1Fufo6IgNGzZg3bp1CA8Px82bNxEWFoZbt26x59qkpCR8+eWXiIyMxIYNG1Re59GjRxEfHw8AcHV1xb179+Ds7CxxeU1/3prYR/IQ7qanjq6M2rqdhBBCaqbUQtFW0I6mmh/PJDc3V+I9Zk1ELVMIJx0dHbi6unK+LCwsNF09UgN07dqV/fv169fszbq66Ov/7wdBntYB6miFUNUU3SZAPdt15coV9u/AwECpgRRAdNprTRGenSclJYUdSBYQbZUybNgwGBkZcZbh6OjI/v3+/fsqqql8DA0N4efnh8WLF+Ps2bPs9NOdOnVil9m4caPIeC3KEv68Z8+eLTWQAmjH5w1U7z6Sh/DxUxGcUgdt205CCCE1U0q+aMsUB1MDDdXkfywsLCTeY+ro1LzQRM2rMakWzs7OSExM5HzNnTtX09UjNcDw4cNFxqlQd/cw4aBeRkaGzOUrWipoM+FtysrKYsf8kOTNmzdqaSkmPHZI06ZNZS5/48YNmctUR7enMWPGsH9XzNzDMAwOHDjApnPN4lOhRYsW7IxNqampePHiRRXVVHH6+vro3bs3Ll++LDIY8qlTp8SWVXRf19TPu7Kq3EfyaN++Pfv37du3UVRUpPZ1AIptJyGEEFIhtVA0mOKoBcGUuXPnSrzHlPVwRxtRMIUQUiWMjY3xzTffsP8fPXoUR48eVbicgoICzlYtnp6e7N+ypue9f/++Wp8cVxVzc3PY2NgA+DA9cVxcnNTlK2a0UZXwk4CK2YYkeffuHU6ePCmzTOHWIFU12K5woOTEiRMoLCzE9evX2Rl23N3d4efnJzG/sbGxSAuqzZs3V0k9VWFoaIiePXuy/wsPelpB0X2tyOf94MEDuVpAVMfnLUlV7CN5tG/fnp3RKy8vD7t371ZLuZLIs52EEEI+TXwBA76AQSlfgCvxWZh5/jn+jhAdg0Qbuvl8bCiYQgipMgsXLkSrVq3Y/8eNG6fQ09SoqCi0b98eFy9eFHvPx8eH/Ts4OFhiGeXl5XJPeasNhLdr165dEpdLTEzE6tWr1bJO4ZlI/vvvP4nL8fl8fPXVVygtFR8dvjIrKyv2pj0tLa1KbrDr1q3Ltg7Iz8/HiRMn2BYqwIeWK7JaJHz77bfs3xs3bsTly5flXr8qXYOysrLkHu9GePplBwcHsfdtbW3Zv+Xphyzv511YWIivvvpKrjoqWgd5aHIfycPQ0BBff/01+/+3336LZ8+eKVyOOreTEELIxy29sBSb7ydh3qUXmHfpBaaefYZGW+5Cb9V16K26DsPVN9B932Nsui/+W6cN3Xw+NhRMIYRUGUNDQxw5coS96C8qKsKgQYMwfvx4xMTEcOZhGAb37t1DYGAgmjdvjqioKM7lRowYwd6s3759G9999x34fL7IMomJiejXrx/CwsLY7hzabvTo0ezfQUFBnK15wsPD4efnh6ysLBgYqP7D+Nlnn7FBh2vXrmH+/PliXRbev3+PoUOH4syZMyIDt0piaGiIevXqAfjQEuDEiRMq15OLcOuUHTt24N9//+V8TxI/Pz8EBgYC+BB4++yzz7B69WqJA4oWFxfjxIkTGDhwIAYMGKB0vU+ePIn69evj119/RUJCAucyJSUl2LRpk8g29enTR2w54a4fJ0+elBnsEh6QNzg4GOvXrxf77rx48QI9e/ZERESEXJ937dq1YWLyYbT/169fq2U8D03uI3ktXLgQXl5eAD6MX9SpUyccPHiQs4teYWEhDhw4gEmTJomkq3M7gQ+t9ng8Hng8HiZMmKDchhFCCNEqDMPg9PN02AeFYfr55wi6k4igO4n4OyIZsRnSW5lWcLeoGdfCNYnaZvPJyMhAXFwc3r59i5SUFHZqRUtLS9jZ2aF58+Zo0KBBjZ8+NCcnB2FhYXjx4gVyc3NhaGgIV1dXtGnThr1xUKeysjLcuXMH0dHRyMjIAI/Hg4ODA5o2bYrWrVvXyIF6yKelTp06uHPnDvr374+oqCgIBALs2bMHe/bsgaenJ5o1awY7Ozvw+Xy8f/8ejx49Emu+LjxrRgUPDw9MnTqV7Zqxdu1aHDhwAF26dIGRkRFevnyJW7duobS0FN27d4eTkxPnFLraZuTIkfj111/x+PFjlJaWYtiwYWjVqhVatGgBPp+PyMhIPHz4EADw448/YufOnSoPENqwYUOMGzeO7aawfv167N+/H23btoWDgwMSEhJw48YNlJaWwtzcHOvWrcPUqVNlljt06FCsWrUKwIdWIrt27ULdunVFBtr99ddfVar7iBEjMGfOHJSVleHq1atsesuWLdG4cWO5yvj777+RnJyMixcvorS0FIsWLcLKlSvh4+ODWrVqwdDQENnZ2Xj58iWioqJQUlICAGjdurVKdX/58iUWLFiABQsWoFatWmjWrBkbeHz//j3Cw8ORmZnJLj9mzBh06NBBrJw+ffrA2NgYRUVFePToERo1agR/f39YWVmxv7k9e/Zku4j07NkTXbp0wY0bN8AwDObPn48///wTrVq1gqWlJZ4/f46wsDDw+Xy4urpi1qxZWLhwodRt0dXVxaBBg7B//34AgL+/P3r37o1atWqxsyzZ2Nhg0aJFNWIfycvCwgLHjh1Djx49kJqaivT0dIwaNQqzZ89Ghw4dYG9vj+LiYrx8+RIREREoKipC8+bNq2w7CSGEaCeGYcD//0A7wwAvsoqQWvC/VrsChkFYYi4ep+SjoEz0AUdxuQB3knJRUKb8DI6elkbo6mmtdH7CTelgyuPHj3HmzBncunULDx8+lGteaCsrK4wcORLTpk1Ds2bNFFqfp6enyjcMO3fuVPopzePHj7FixQqcOnVKYnP1xo0bY/78+QgMDFQ5aJSWloaff/4Zu3btkjhbh6OjI6ZMmYIFCxbAzMxMpfURUpU8PT1x+/Zt/PbbbwgKCkJ2djYAICEhQeKTWABo3rw5fvzxRwwaNIjz/fXr1yMhIQFnz54F8GFA1soBk379+mHPnj2YPXu2Grak6unp6eH48ePo3r07Xr16BQCIiIhAREQEuwyPx8OiRYuwdOlS7Ny5Uy3r3bJlC96/f892qUpOThbrAuLm5oaDBw/K3WVn4cKFOHbsGGJjY1FWVsZ+TsJUDabY2dmhV69eOH36tEi6PK1SKhgaGuLs2bNYvnw51q9fj8LCQhQWFiIkJERiHn19fZEBSBVlZmYGHo/HtmB48+YN3rx5w7msjo4Opk6dit9//53zfUtLSwQFBeHrr78GwzB49eoVe+wIr084UHD48GH07duXPa7i4+PFxhXy9vbGkSNHcPfuXbm2adWqVbh69Srev3+PwsJCHDt2TOR9Dw8PhYIpmt5H8mrWrBnu3r2L8ePHs4P1pqSk4Pjx4xK3q/L/6tpOACKtYioCWYQQQjRn8/0kLL0ej4wi+WZqVIdWTmboWccG1kZ6sDHWw8D6djA1oN8EdVM6mLJu3TqRvunyyM7Oxl9//YWtW7dixowZWLNmDYyNjZWtQrVZvXo1li5dKnOq0qdPn2LixIkIDg7G4cOHYW9vr9T6zp8/jzFjxog8heKSkpKCFStWYNeuXTh69CjatGmj1PoIqQ5mZmZYsmQJvvnmG5w9exaXLl3CgwcPkJqaiszMTBgYGMDGxgYNGzaEj48PBg0aJDLeChcjIyOcPn0aBw4cQHBwMCIiIpCTkwMHBwc0b94cEyZMwLBhw2pci7jatWsjMjISGzduxLFjxxAXF4eSkhK4uLigc+fOmDZtmsjYKupgYmKCc+fOYf/+/QgODsbDhw+Rm5sLOzs71KlTB0OHDsWECRNgbW2Na9euyVWmpaUl7t27h82bN+PMmTOIiYlBdna22sdPGTdunEgwRVdXF6NGjVKoDF1dXaxYsQIzZ87E7t27cfnyZURHRyM9PR1lZWWwsLCAh4cHmjZtioCAAPTt21fpczzwYcrmitYwt27dwuPHj/Hq1Ss20GhpaYn69eujU6dOGD9+vMzpqqdOnYqmTZvi77//xp07d5CUlITCwkKJM0I5OjoiLCwM27dvx8GDBxEVFYXCwkI4ODigQYMGGDFiBMaMGQMTExO5gykeHh54/PgxNm3ahIsXLyIuLg55eXlyT/Ndmab3kSI8PDxw/fp1XLlyBUeOHMHNmzeRnJyM3NxcmJqawsPDA61bt8Znn30m1j1MnduZlZWFxMRE9n9FgoqEEELUKzIlHz/feo3D0WlVUv7oxg4w0tOBs5kBute2hrP5h2481kZ6ND5KNeExSl5FjB07VmIwxcDAAObm5igpKUFBQYHECxU/Pz+cPn1arlYVmmqZsmDBAolPTs3NzdnuTJU1atQIN2/eFBn0Th4nT57EsGHDOC8+TUxMUF5eztnX28zMDFeuXEG7du0UWl9lbm5uSEpKgqurq8gFGSGEEEK02/HjxzFkyBAAQLdu3RQaUJkQQoj67I9KwfiTMeCrHq8X09zRFHsHNkITh4+rZ0JNvA9VecwUJycn+Pv7w8/PDy1atECDBg3YqQKBDwOuPXr0CIcPH8bWrVtFBjW8fv06pkyZonALFwBYuXKlwoEKX19fhZbft2+fWCDF09MTP/zwA4YNGwYrKyuUlpbi7t27WLNmDc6cOcMuFxMTg9GjR+P8+fNyPxV/9uwZxowZIxJIMTU1xbx58/DFF1/A3d0dAoEAz58/x+bNm/Hnn3+ygwbm5+dj8ODBePz4Mezs7BTaTkIIIYTUfMLjBlWMV0QIIaR6MQyDBVdeygykmOjrwERftOuNt50J2jibw8lMtGWJDo+H9q4W6OBmUeNaXH/MlG6ZcuLECdjb26NDhw5yf6AvX75E79698eLFC5H0GzduoHPnzlLzVm6ZEh8fD09PT4XrLa+CggLUqVMHqampbFrLli1x4cIFiU27f/jhB7GLlyNHjmDYsGFyrfOzzz4TGVPAxsYG586dk9ja5NSpUxg+fDg7GCIATJ8+HZs2bZJrfVxqYkSQEEIIIR/GbouOjsbAgQOrbAYtQggh0r3OLobnpnCx9H71bPFrdy/wABjr6cDNwpACI0Jq4n2o0lPBDBo0CB07dlToAPDy8sLp06fFpvLcs2ePstWoMn/88YdIIMXExAT//vuv1D7yP//8M3r16iWStnTpUs5uQJWFhYWJDc64efNmqd12+vfvj2XLlomkbdu2TeXuUIQQQgipWVJSUhAdHQ0dHR2sXLlS09UhhJBPUnJeCbrufSSWHj6xFU6NaIoGtiaob2sCd0sjCqR8BKp9Xt0GDRqIDb52/fr16q6GVOXl5QgKChJJmzdvHurUqSMz76ZNm0S+GDExMWIzYnBZu3atyP+dO3fGiBEjZOZbsGABateuzf5fWlqK3377TWY+QgghhHw8HB0dP0y9yeejSZMmmq4OIYR8chiGwfCjT/Equ1gkvXtta/i4WmioVqQqVXswBYDYdJLv3r3TRDUkunHjBjIyMtj/dXR08OWXX8qVt27duggICBBJkzQ9YoWCggJ2OtIKU6ZMkWt9enp6mDhxokgaNe0lhBBCCCGEkOoTnpSLW4m5YultnM01UBtSHTQSTDE3Fz2g5OkGU51Onjwp8r+vry/c3d3lzj9y5EiR/8+cOcMOFMvl4sWLKC7+XwRTX18fgwcPVnp9r1+/xqNHj+TOTwghhBBCCCFEeRvuJomlmRnoYmJzJw3UhlQHjQRTkpJEDzRFAhXVQXg0fADo2LGjQvk7dOgg8n9GRobU4Ebl9bVs2RImJiZyr69evXpiY7lcuXJF7vyEEEIIIYQQQpRz5nkGDkaniqS5mBvg8ZdtUN9W/vs6UrNoJJhy+vRpkf+7du2qiWpw4vP5iIuLE0nz8fFRqAxvb29YWIj2i4uJiZG4fHR0tErr48ojbX2EEEIIIYQQQlRXxhdgytlnImmWhrp49EUb1LE21lCtSHXQq+4VbtmyBREREez/urq6mDFjhlJlJSQkICYmBmlpaeDxeLC1tYWjoyOaNWsGfX19pcp89eoVSktLRdLkGXhWGI/Hg6enJyIjI9m02NhYictXfk/R9XHlkbY+QgghhBBCCCGqu/kmB0l5ovePa7t6wd7UQEIO8rGotmBKfn4+1q5di1WrVomkL1u2DN7e3gqX16ZNG5FBYoUZGxvD19cXkydPxueffw49Pfk3s3KrFACoVauWwvVzd3cXCaY8e/aMc7n8/HyxAXiVXZ8wSesjhBBCCCGEEKKcd3klOPA0FY9T8vEsoxB33+WJvN/Y3gRftXLWUO1IdVJbMIVhGPz9998iaSUlJcjIyEBkZCQuX76MgoIC9j0dHR388MMPWLJkiVLrkxRIAYCioiJcvXoVV69exQ8//IB//vlHbIYdSTIzM0X+19fXh42NjcL1c3YW/QJlZWVxLseV7uSk+CBFldeXnZ2tcBmEEEIIIYQQQrg9fJ+HzsEPUVAmeQKV4Y0cwOPxqrFWRFPUFkzh8/mYNm2a7BXq6aFPnz5YvHgx2rVrp67VS5SQkIDu3btj9erVWLhwoczl8/PzRf5XZCBYYcbGov3jKpcrLV2ZdVZeX3l5OYqLi2FkZKRwWYQQ+f34449Yvnw5gA8t7X788UfNVkgK4R92hmE4l/H09MTr168BAPHx8fD09KyOqhFCaqgJEyYgODgYALBz505MmDBBsxUihBA1yyspx/3kPCTnl2LMCenjUhrq8jCuqWM11YxoWrWPmdKpUycMHToUzZs3Vzivrq4uOnbsiD59+qB169Zo1KgRrK2toa+vj8zMTMTGxiIkJATbtm1DcnIym08gEODbb7+Fra0tJk+eLHUdwq1nACgdjKgc3KhcrrR0ZdZZeX0VZStb/+TkZLi5uSmVFwDmzp2LuXPnKp2fEEI0JTY2Fnv27EFYWBiePXuGrKws8Pl8mJmZwcXFBV5eXmjdujV8fX3RuXNnsfPspUuX0LNnTwAfWmFmZGTAyspK6jr5fD6srKzYALuZmRmys7Ohq6srNV92djZsbW0hEHx4Qnbu3Dn07t1byS0nhBBCPi15JeX4K+IdXucUo6ScwbOMQuSV8v/3fmk5XmYVy1WWgS4PO/s3/GQHnQ0KCkJQUJDS+YXv32uKag+mXLt2DdeuXcP333+PzZs3Y9CgQXLlW7hwIQYOHAhXV1fO952cnODk5AR/f3+2+9C6detEnr5OnToVnTp1QoMGDSSup6ioSOR/AwPlBg4yNDSUWq60dGXWWXl90tYpD4FAIDaFtSJyc3OVzksIIZqQnZ2NWbNmYffu3ZzvZ2VlISsrC0+fPsV///0H4EMg+9mzZyLjVnXo0AF6enooLy+HQCBAaGgo+vXrJ3XdERERIi0V8/PzERERgbZt20rNd/PmTTaQUvHAgZBdu3Zh4sSJAIDAwEDs2rVLsxUihBAttPl+Eqaff65SGYs7eaCejTH0dXho72qB2p9oIAX4cP+nyv1jTaS2YIqenp5Ys/H8/HykpqYiIiICx44dw9GjR9mZcpKTkzF48GD88ssvWLBggczyv/76a7nrYmBggLVr18Ld3R0zZ85k08vLy/HDDz/g33//lZi38hPGyjP7yKukpERqudLSlVln5fVJW6c8dHR0xMZhUUTlqaEJIUSbZWVloWvXrnj06BGbZmpqijZt2qB27dowNDREdnY2nj9/jqioKPY8XVRUJHb+NTU1RevWrXHnzh0AwI0bN2QGU27cuMGZJiuYIpyvZcuWMDc3l7o8IYQQQoDbiTkqBVIMdHk4M6IputdRfGzNj5WFhYXEhg/ySE5OZh8Q1RRV2jLFzMwMZmZmqFOnDoYNG4bY2FiMGjVK5GJ14cKFaNiwIfr376/29c+YMQMhISE4duwYm3bs2DGkpKTA0ZG7L5uZmZnI/8XF8jXrqqxyq5DK5UpLV2adXK1QJK1THs7OzkhMTFQ6PyGkZkpISNB0FTRi3rx57G+TgYEBVq1ahWnTpnGOYVVUVIQLFy7g0KFDOHr0KGd5Xbp0EQmmyFKxjImJCYyNjZGRkYEbN25g3rx5UvPdvHmT/dvPz0/meghRt127dlHLF0JIjXMoOlXhPFZGemhsZwJfN0tMauGERnamVVCzmkvVYR7c3NxqXMuWau3m07BhQ1y9ehW+vr4iU/fOnDkTffv2ldk3XBnLli0TCaYwDIOLFy9i3LhxnMtXDkAo21VGlWBKYWGhyuvT09OjwWcJIUQOKSkp7ACaALBjxw6MHTtW4vLGxsYYNGgQBg0ahPfv33O2BvHz88O6desAfOjCU1hYKHFwcYZhEBoaCgBo3749zM3NcfLkSYSGhoJhGIkzAhQWFiIiIoL9v0uXLrI3lhBCCCG49jpbLG1oQzvUszFBfRtj6Ov+77dXX0cHnWtZwsVcfFgF8mnTqe4VWltbY+PGjSJpr1+/xtmzZ6tkfc2aNUOtWrVE0u7evSu1fsJKS0vFpkuWR+UBdCqXKy39/fv3Kq9P1mCHhBBCPrh8+TLbrNTZ2RljxoyRO6+TkxNMTcWfTHXq1Ak6Oh9+YsvKyhAWFiaxjKioKPZ3pnPnzujcuTMAIDMzE1FRURLzhYWFoaysDMCHrpkV+QghhBAiWXZxGSJTRCcBuTi6Gf4d1gSru9bBxBbOGNvUiX2NaOxAgRTCqdqDKQDQvXt3uLi4iKSFhIRU2fq8vb1F/k9Nldysq379+mJpb968UXidb9++lVku8KFlSuWxSapyfYRoSkZGBtavX48ePXrA3d0dRkZGsLKygre3N6ZPn4779+9LzBseHg59fX3weDzweDwcPnxY5vr69+/PLt+qVSupYxHl5uZi48aN6N+/Pzw9PWFmZgZDQ0O4uLigW7duWL58OZ4+farUdgMfpk+uqIs8Uydfu3aNXd7f31/m8jk5OVi9ejXatm0La2trmJmZoUGDBvjyyy/x4MEDherq6enJrltSlx9/f392mWvXrgH4cOO/du1atG3bFnZ2djA2NkadOnUwefJkqQEBLnfv3sXkyZNRp04dGBsbw97eHu3atcPatWuRkZEB4EPXgoo6qDoVq3CT0lq1aklsCaIIS0tLNGvWjP1fWlcf4fc6d+6MTp06KZyvSZMmEoP2yiguLsY///yDzz//HF5eXrCwsICBgQEcHBzQuXNnfPfdd2w3Ji5lZWW4cOECFi5ciICAALi4uMDIyAjGxsZwc3NDnz598Pvvv4sMuitJQkIC+1kLT9UdGhqKL774Ag0bNoSlpSV4PB5mz57Nvs91jJSVlSE4OBg9evSAm5sbDA0N4ebmhkGDBuHkyZMK76e3b9/ip59+QufOneHi4gJDQ0PY2NigZcuWmD9/PuLi4mSWMWHCBLaeFd1lCgsLsXnzZnTq1AmOjo4wNDSEu7s7Ro0ahVu3bsksq2LwWQAIDg5myxd+VT63cJ2nioqKsGPHDvTs2RO1atWCgYEBeDyeSHdtrvrLcuXKFUydOhWNGzeGjY0Ne77t1asXNm3aJHer4Ldv32L58uXo0qULu58MDAxga2uL5s2bY/To0diyZYtSD6kIIR+vmPRCCI/0qafDQ5daVpqqDqnJGA3p27cvA4B9DRo0qMrWNXr0aJF19ejRQ+KyZWVljIGBgcjyR48eVWh9AoGAsbCwEClj9+7dEpcPCAgQWXbmzJkKrY9hGKZ///4iZUyaNEnhMhiGYVxdXRkAjKurq1L5CeGyadMmxtLSUuQYrfzi8XjMpEmTmJKSEs4yVqxYwS5rZWXFvHnzRur6KpY1MTFhYmJiJC67ZcsWxtraWmrdKl7nzp0Ty79s2TL2/WXLlnGuQ55lhIWEhLDL+/n5SV325s2bjIuLi8Q66+joMMuXL2cYhhFJl8TDw4NdJj4+nnMZPz8/dpmQkBAmNDSUPXdwvXR1dZmtW7fK3G6BQMDMnz+f0dHRkViWq6src/v2bWbnzp1sWmBgoMyypVm3bh1bloODg0plCZs1a5Zcn+Pnn3/OAGD09PSY/Px8prS0lDExMWEAMJ9//rnEfP7+/ir9bkhy9OhRqZ+n8GvLli1i+d+8ecPY2trKld/W1pa5ePGi1PrEx8ezy3t4eDAlJSXMlClTOMubNWsWm6/yMfLu3TumQ4cOUuvTv39/Jj8/X+Y+4vP5zJIlSxgjIyOp5enp6TGLFi1iBAKBxLICAwPZ5Xfu3Mk8ffqUadSokdRyly5dKrMsWa/Kx2Tl81R0dDTTuHFjzrwPHz6UWH9p3rx5I3LcSnq5uLgwN27ckFrW33//zRgbG8u1rR07dpRaFiHk07Lj4TsGP4Wwr0Zb7mi6SoSpmfeh1T41cgVLS0uR/5UZJ0Re2dnZUtctTE9PD/Xq1RN5Cn3nzh0MGTJE7vXFxMSITQ3cqFEjict7e3uLtMyR9rRPksp5pK2PkOo0e/Zs/PHHH+z/dnZ28PX1hZOTE4qLi/Hw4UNERUWBYRj8888/ePfuHc6cOcN2kaiwaNEiXLx4EaGhocjOzsbYsWMREhIittzTp08xf/589v+goCA0bNiQs27ffPONSLdDXV1dtG3bFvXq1YORkRHS0tLw6NEjtoWGsgNSV5UHDx6gT58+Ik/327Rpg6ZNm6K0tBTh4eF4+fIlli1bptZWC8KioqLw/fffIz8/n221YGtri6SkJFy9ehVFRUXg8/mYOnUqmjZtivbt20ssa968efjtt9/Y/83MzBAQEAAnJyekpKQgJCQESUlJ+Oyzz0RaIKjKy8uL/Ts1NRU7d+4UebKvrC5durDH/p07d1BaWgoDAwOx5SoGkW3VqhXbZcjHxwchISEiA8wKKy0tFTnvq2vw2fXr12PBggXs7Hw8Hg/NmjVD48aNYWZmhszMTDx58oQd94zrO1FQUMC2ILK2tkbjxo3h4eEBMzMzlJaWIj4+HuHh4SguLkZGRgb69u2L69evo0OHDnLVcc6cOfj7778BAE2bNkXz5s2hr6+PuLg4sfNBhbKyMgwePBh37tyBrq4uOnfuDC8vL+Tl5eH69etISUkBAJw6dQr9+/fHxYsXoafHfYnE5/MxYsQIkcGHXV1d0a5dO9jb2yM/Px937tzBy5cvUV5ejlWrViEtLQ1bt26VuW3v3r1D9+7dkZycDCsrK3Tu3BlOTk5IT0/H1atXkZOTAwBYsWIFvL29MWLECJH83bt3h5mZGWJjY3HlyhUAH8ar69atm9i66tWrJ7EeGRkZ6N27N968eQMjIyN06tQJHh4eyM/PR3h4uMzt4BITE4Nu3bqx3ZIrWg16e3vD2NgYSUlJuHHjBvLy8vDu3Tv06NED586dQ0BAgFhZJ06cwJQpU9j/LSws4OvrCzc3N+jp6SEnJwdxcXEiM28RQj4teSXl+PN+EkJeZ6OMz4i8l5Aj+tvV0JZ7TDNCZNJUFKdnz54iTw3GjBlTZeuqV6+eyLq+/vprqcvPnDlTpScaW7duFclvY2PDlJWVSVz+6NGjIsvr6+szBQUFcq8vLi5O7ClMRESEQnWuUBMjgkR77dixgz0mLSwsmG3btjGlpaViy129elXkSfjatWs5y0tISBBp4bJy5UqR94uLi5mmTZuy7w8cOFBi3bZs2SLynfn8888ltnZ58uQJ88033zAXLlwQe09TLVNKSkpEnl67u7szYWFhYssFBwczhoaGYi3uJFG0ZYqhoSGjq6vLrF+/Xuw89+bNG6ZJkybssgEBARLXe/nyZbHfhJycHJFl8vLymAkTJrDrrVhW1ZYpOTk5jLm5uUhrgpkzZzKPHz9Wqdy0tDSGx+Ox5d68eVNsGeHz97x589j0pUuXsulxcXFi+UJDQ0X2V2pqqkp1ZRiGOXPmjEh9u3btykRHR3Mu++rVK2bJkiXMrl27xN5LSEhgZs6cydy5c4fh8/mc+XNycph58+ax66pfv77EZYVbpujq6rLHO1fLheLiYvZv4ZYpFcd/q1atxPZneXk589NPP4nsz1WrVkncT0uWLGGXc3JyYo4ePcrZ8uTw4cMi56tDhw5xlifcsqPiuP7222/FrgMyMjKYrl27ssvWqVNHYosXZVpuCZ+n9PT0GADMsGHDxI4tPp8vch6Xp2VKfn6+yPmqT58+zIsXL8SWy8nJYaZNm8Yu5+zszGRnZ4st16JFC3aZGTNmSLxmysvLYw4fPsx8++23cu0DQsjH4d/oVMbylxsirU+kvb6/8lLTVSZMzbwP1Ugwhc/nM3Z2diIXLgsWLKiSdT1//lws0PDXX39JzVP5ol5HR0dql4LKunXrJpJ/3LhxUpfPz88Xayq8d+9euddX+SKwVq1acuetrCYexEQ75ebmMlZWVuyNTHh4uNTlo6Oj2e+Bra2txIvjAwcOiFzw37nzv6aZ33zzjchFeFpaGmcZmZmZIjfPU6dOVXo7NRVMEQ7aGhkZSe3KtHfvXrHzoCSKBlMAMH///bfE8p48ecLeoPN4PObdu3ecy/n4+IjcaEm6sRYIBMzAgQNF1q9qMIVhGGb9+vVi+6jiOBo0aBCzcuVK5uLFi0xeXp5C5Xp7e7Nl/fzzz2Lvb9++nX3/5MmTbPrFixfZ9G3btonlW7VqFft+o0aNFN/gSsrKyhhPT0+2zH79+kl9CKAuU6dOZdd59uxZzmWEgynAh657z549k1m2cECh4nctPT1d4vKLFy9mlzU1NRUL5lXUpSKgY2NjwxkQEHb16lWRz4kr+FG5a873338vsbz3798zpqam7LKSzquqBlMAMD179pT4PZRUf0nBFOFumoMHD5ZZrnCZa9asEXkvLy+Pfc/d3V1qFypCyKenpJzP2P56U+5ACn4KYfY9ea/pahOmZt6HamQA2tOnTyM9PV0krXv37lWyrp9//lksrXfv3lLz+Pn5wcbGhv1fIBBg27Ztcq3vxYsXuHr1qkjaoEGDpOYxNTVFjx49RNIqmjDLUl5ejn/++UckbeDAgXLlJaQq/fPPP2wXu6+//ho+Pj5Sl2/UqBECAwMBfGhifv78ec7lRo4cifHjxwP4cPyPGTMG+fn5OHfuHNtlh8fjITg4GHZ2dpxlbN26FXl5eQAADw8P/P7774punsZt376d/XvmzJkSuzIBwJgxY+TuQqGopk2b4quvvpL4fpMmTdC2bVsAAMMwnAMNP336VKTLyu+//y6xuwaPx5P6vrLmzp2LFStWiJWbnJyMEydOYPHixejZsyesrKwQEBCA3bt3g8/nyyxXeLpirsFkK9J4PJ7IwLO+vr7Q1dWVmE+4+486pkQ+evQo253N1NQUO3fulNjNRZ2Eu1NdvnxZrjwzZsxQapD1FStWwNbWVuL7ixcvZgeELygowIEDB8SW+eOPP9jPfenSpSJdxLgEBASgV69eAD50c3n48KHU5e3t7bF06VKJ7zs6OuKzzz5j/5c2O6Gq1PU9Kysrw6ZNmwAAhoaG+Ouvv2SWu2rVKnYg6H379om8J9yN2tbWVi0DRhNCPh4vs4qQUVQu9/K1LAzRv57k3wZCpFHqV7KkpETpFaalpWHOnDkiaTY2NhJnrGD+v9+2Mg4ePIjg4GCRNH9/f3h4eEjNp6enJ1bH9evXIz4+XuY6Z8yYIVLnBg0ayBXcWLhwocj/N2/exKFDh2Tm+/XXX0Xqpa+vL1Z3QjRBeLrz0aNHy5Wna9eu7N+hoaESl9u0aRN7E/PixQtMnDgREydOZL97c+bMEQtQChMO1Hz55ZcwNKxZ093l5eWJBCUqgkvSVASq1G348OEyl2nZsiX7N9cMQRUzAgFAu3btZN4oe3p6omPHjnLXUV5LlixBZGQkxo0bxzndMfBhvIxr164hMDAQTZs2xZMnT6SWKTyWSVhYmFgApiIo4u3tLRLENzMzQ4sWLQCIB1MEAoHIjC7qGC9F+DsxatQoiYFIRZWVlSE0NBR//vknlixZgtmzZ2PGjBns688//2SXFZ4hRpqRI0cqXA9DQ0N8/vnnMpcRLptrlsGqPK8BH2YhMzIykrqMrO+TOjRr1kxtY6/dv3+fnUWxW7ducHBwkJnHxcWFDRBHRUWxY8UAH8bdqthHUVFRUmc3IoR8el5liY/ltdK/Njb0qiv2Ch7QEA++aA1zQ40NI0pqOKWOnJkzZ0JfXx/ffvstatWqJXe+R48eYcyYMXj16pVI+ooVKzgH5QM+XESuXbsW33//PTp37iz3uv744w+RQfSAD0/+fvnlF7nyz549Gxs2bEBaWhqADwPkDhs2DOfPn4e9vT1nnsWLF+PChQsiaStWrGCfLkrTqVMn9O7dW+SC9uuvv0adOnXYp7qVnT59Wmya1S+++AK1a9eWuT5Cqtrt27fZv7du3SoW2OSSmJjI/l15um9h5ubm2LdvHzp16oTy8nL8+++/7HvNmzfH6tWrpa5HuBUE1+CG2i4yMhICgQDAh33RuHFjmXl8fX2rpC5NmzaVuYxwa4DKg3MDojfRslowCS8naXBWVTRu3Bi7d+/GX3/9hVu3buHmzZu4f/8+IiIi2EFKK8TExKBDhw64deuWyDTIwoRbjeTl5eHRo0do3bo1gA/He0UwnOv3rXPnznjw4AFev36Nt2/fwt3dHcCH/SW8H9XRMkV4UFF1fCeKioqwatUq/PXXX2ItUSWRZzl9fX25jrnKmjZtCjMzM5nL+fr6soMgV25FkpGRwU51bGBggOXLl8u17ujoaPZvaee1inrKIuv7pA4Vx6g6CP8WJCYmYsaMGXLlq2jZyDAMEhMT2ckDDAwMMGjQIBw8eBDl5eXo2rUrRowYgWHDhqFLly6wsrJSW90JITVPfLbo1Oo+rub4oZP0B+mEKEupYEppaSm2bduGLVu2oGPHjhg4cCBat26NZs2aifzIMwyDhIQE3Lt3D4cOHcLJkyfFnsp17doVU6dOlbguhmFw7tw5nDt3DnXq1MGwYcPQsWNHtGjRAm5ubmxTUYZh8Pz5c1y9ehV//vknoqKixMpatmyZxMBEZWZmZvj1119FnuZGRESgXbt2WLJkCYYMGQIrKyuUlpbi3r17WLNmDU6fPi1SRvfu3eV6alshKCgIN27cYGc2yszMREBAAObPn48vvvgCbm5uEAgEePHiBTZv3oxNmzaJ7E8nJyex4AohmpCfn892owFEu6TIKysrS+r7Pj4++PHHH7F48WI2zdjYGPv375cYnAU+3HwUFf3vh7ZOnToK103TKoK8AODu7i5XM3dFAt+KkDY7WgV9fX3277KyMrH3K2+PPNzc3ORaTlkmJibo0aOHSAunmJgYHDx4EBs3bmSPz/z8fIwbNw6PHj3i/BxcXFxQt25dvHjxAsCHBwQVN6rCLU64gimdOnViu6Bdv34dY8eOBSDaxcfLywuurq4qbi1EAkWqfieysrLQtWtXuVuaVBA+Z0hibW2tVPcjeY9/4eWEj0sA7Cw0wIfrIOFWNfKSdV5Tx/dJHSQ9NFLGu3fv2L8jIyMRGRmpcBmV99tvv/2GBw8e4Pnz5ygtLcWePXuwZ88e6OjooHHjxujcuTN69OiBPn361LiWh4QQxUWnFeDA01TcScrFpXjR80VtS2MN1Yp8ClRq08QwDEJDQ0Warerq6sLCwgICgQB5eXns01MuAQEBOHXqlFwtNwDg1atXIi1LeDwezMzMoK+vj+zsbKnrmj17NpYtWybXeiqMHz8ejx49EpmqMyEhAZMnT8bkyZNhYWGB/Px8zvU2aNAA+/fvV6gvb6NGjbBnzx58/vnnbJCkoKAAy5cvx/Lly2FiYoLy8nLOaf5MTU1x7NgxuZrPElLVhJtkK6u8XHZ/V0dHR5H/GzVqJHXsEED8hk2ep9XaRngqZBMT+abzk9RtRVXqGK9Ame3RxOfWqFEjLF++HFOnTkWPHj3w9OlTAB9uEK9duyaxRUeXLl1EgikVXTGFgylcrUuEx1C5ceMGG0yRlU8Zwt8LVfft9OnT2UCKgYEBxo8fj/79+6NRo0ZwdnaGsbEx+7ufkJDAtqaU9htewdhYuYtiZb4nlc8V1XFe05bxP5Tdz1yqYr85OTnh/v37WLduHbZt28YGAwUCAZ48eYInT55g8+bNsLa2xsKFC7FgwQK5rzUJIdqNYRg8yyjE07RCZBaV4WpCNg5Gp0pcvo619K6ThKhC7R3E+Hy+zCcvJiYmWL58OebMmaPSjxvDMDKfZNnb2+Pvv//G4MGDlVpHUFAQbGxs8OOPP4q1qpHUvLZz5844cuSIUk92hgwZgpMnT2LcuHFi+7GixUplbm5uOHr0KNq1a6fw+gipCpVv3DMzM2Ftba3WdcTFxWH27NkiaREREVi9ejV++OEHifnMzc1F/s/Pz9e6gIqsm0rh+ko6L1RWUFCgUp2qUk3bHmdnZ2zbtk1kUN+bN29KDaZUDBQeGhoKhmHA4/HYoIinpydnSxtHR0fUq1cPz58/FwmgCLdMUcd4KcCH74VwaxtlJSUl4eDBgwAAHR0dnD9/Xmq3IXlao6iDMsdV5XOF8HnNwsJCLUGCT4Hwfvvmm2/wxx9/qKVcCwsL/PTTT/jxxx9x//593Lx5E7du3UJoaCjbZSwrKwvff/89wsPDcfz4ca0JVhFCJOMLGMRmFCKjsAxxmYXILfnf/VdOSTmCI9/jdY7843fWt5EvmE6IMpQagPa3337DgQMHEBgYiLp168qVR1dXF61bt8Zvv/2G169fY/78+XIFUlq0aIHNmzfj888/l7v5t76+Pnx9fbF9+3a8fv1a6UBKhcWLF+P+/fsYNGiQ1ObF3t7e2LFjB65duyb2xFwRn332GWJjYzFz5kyxizlh9vb2WLx4MaKjoymQQrSKlZWVSNPq9+/fq7X8srIyjBkzhr3xadCgAfvejz/+iHv37knMa2FhIfLUVZ6BpVUl3CxfnhY3sm7ShAO1iYmJcg3ULWusBk0SHuxUeNwcaeRdrqr4+vqKdMkQ7gJSmXDAIz09HdHR0UhPT0dMTAwA7i4+FSpapzx79gypqamIiYkR6X6irmCK8G+WKt+Jq1evssdjnz59ZI6/8vr1a6XXpYg3b97ItZzw96TyILzC+yg3N1fuAM2nTni/qfu3APhwfenj44P58+fj+PHjSElJwc2bNzFgwAB2mZMnT+Lo0aNqXzchRL2uJWShzqZwNPn7Hvz2PMKXZ+Iw7/JL9rXi5muFAinuFoYYUJ9m6iFVR6mWKdbW1hg5ciQ76n1WVhZiYmLw+vVrpKamoqCgADweDxYWFrC0tISXlxeaN28udzNbYVZWVpg2bRqmTZsG4MMT7tjYWLx9+xYpKSkoKCiAQCCAhYUFrK2tUbt2bbRu3VrmaPiKatGiBY4fP47s7GyEhYXh+fPnyMvLg4GBAdzc3NC6dWuRGzpVOTg4YMOGDfj1118RHh6O6OhoZGZmgsfjwcHBAU2bNkWbNm3UPj0oIerSrl079gn6rVu31DYzBPBhStKK2WwcHR1x48YNLFy4EMHBwSgvL8fo0aPx8OFDiS1OfHx82Blkrl69WmWDs1awsLBg/87IyJC5vKwZYpo1awYdHR0IBALk5uYiOjpa5iC0woNAapuKWWsA0cGBpanKKWHlJRwwlDYug6enJ9zd3dkb9Rs3bojcYEoLpnTu3Bk7d+5k82VmZrLvubu7w9PTU9nqi2jfvj1iY2MBfPhOjBo1SqlyhMfHkGcwVa5pn6tCVFQUCgoKZHZ3E/6etGrVSuQ9Z2dnkc8xLCwM3bt3V39l1UCbWmAIDyodFhbGtsyqKjo6OujUqRM6duyIXr164dKlSwCA//77D8OGDauy9RJCVFMuEGDcyVgk5ik3a6ypvg4mtXBGPRtj6PB4sDTURW8vG1gb68vOTIiS1NLNx9raGh06dBBp8lxVbGxsqmU9klhZWaFv377Vtj4DAwN06dJFbf3iCaku/fr1Y4MpW7ZsweTJk9VyAX39+nWRsZN27twJBwcHbNy4ETdv3sSrV6/w4sULfPPNN2zXisr69OnDBlO2bduG+fPnV+kghcI3vPIMynn48GGp75ubm6NNmzZsQGHPnj1Ys2aN1Dy7d++WuV5N8ff3Z/++e/cuXrx4IbXV45s3b6pkJh9FvHv3TqSFiKwBTv38/LB3714AigVThMdNuX79ukj3T3W1SgE+fCd27doFADh48CBWr16t1PTIwgF+WS03CgsLq+24LC4uxpEjRzBhwgSJy5SWluLQoUPs/1ytavr164ctW7YAADZv3qy1wRThB0pVNUitvDp27AgrKytkZ2cjMTERp06dEmk1UlV4PB769+/PBlMqz8ZFCNEutxNzFQ6kNHMwhYOpAfp42WBME0c4mkmegICQqkDNGgghVWLKlCnsFJURERFyTyMKfOgKUXmMIuBDK7hx48axY4rMmDEDffr0AfC/6ZIruuLt3LlTZMpkYV9++SXbauX169diY6+oW9u2bdlA0p07d9juHVw2b97MDmwqzRdffMH+vWHDBnbKVi4HDx4UGShc2zRp0oSdaY1hGMyePVtq16U5c+bINVipvE6dOoXt27crdNO5ZMkSkTr27t1b6vLCAfGbN2+yLTIcHBykDppcr149NvBy48YNkSCSOoPsQ4YMgYfHh6kj8/PzMXHiRLm6pFUmPBPQ2bNnOb/HFebNm1etN7hLly6VOqbbqlWrkJSUBODDOB9crXPmzZvHdlE+fvw4G4CSR1V0cZFEeGbFim3SFENDQ5Fz7Ndff61QnSofI3l5eZwD8XMR7rZFA/QTot1OPRdvuetqbgB/Dyv0rGPNviY0c8J/nzcB/wc/PP6qLS6NaY657d0pkEI0goIphJAqYWlpKTIT1vLlyxEYGChx7AKGYXDr1i18/fXXqFWrlsj0xRWmTp3KXhw3btwY69atE3m/ffv2WLJkCfv/lClTOMfWsLa2xtq1a9n///rrL4wYMULiOBxPnz7FrFmzcPHiRSlbLJmTkxO6du0K4MN2jho1Smxd5eXlWL9+Pb755hu5WsmMHz+e7VpYVFSEHj16cHaR2bdvHyZOnCh1umht8PPPP7N/nzlzBoGBgWKDfOfn5+OLL77AsWPH1NqSKCkpCV9++SXq1q2LpUuXst1duLx58wZjxowRafU0YMAAeHt7S12HcOAjKSkJDx8+BCDa8kSSimUiIyNFvj/qbJmip6eHTZs2sUG/06dPo1evXhL3RUJCApYuXSrWsqRr165sl94XL14gMDAQ2dnZIsvk5ubiq6++wl9//VVls0xVZmBggLdv36Jnz554+fKlyHt8Ph+rV6/GihUr2LTvv/9epHteBS8vL5Hp2CdNmoT58+ezA55WVl5ejosXL2LcuHFo2bKlmrZGtiZNmrB/37lzR+4xY6rKvHnz2K6ISUlJaNOmDY4cOSIxKJqeno6tW7eiVatWYuf5Bw8ewNPTEz/++COio6M58/P5fBw6dAgbN25k0yoC74QQ7XS50pTGP3SshcRZHRAyrgUujG7OvnYOaIj+9e2go0XdGcmnS+2z+RBCSIUJEybg1atX+OmnnwB86Gqyb98+tGjRAg0bNoSZmRny8/ORmJiIR48eSR14ddeuXWz3F0NDQ+zfv59zbKQffvgBFy9exK1bt5CZmYnAwEBcvnxZrIvR119/jaioKLbJ/uHDh3H06FG0bdsW9evXh5GREdLS0vDw4UMkJCQA4G72L6+ff/4ZISEhEAgEePz4MerXr4+uXbvC1dUVmZmZuHHjBlJTU2FmZobVq1dj5syZUsszNDTEnj17EBAQgIKCArx58wbt27dHu3bt0KRJE5SWliI8PJydknfDhg345ptvlK5/VevRowe++eYbbNiwAcCHrksnTpxAQEAAHB0dkZqaipCQEOTm5sLGxgazZ8/G0qVLAUBtY0e9efMGP/30E3766SfY29ujVatWcHBwgKmpKXJychATE4PHjx+LtEipX78+/vrrL5llN2jQAI6OjmJP2aV18RFepvLgmU5OTqhfv76cWyaffv36YfXq1fjuu+8AfBg7xdvbG82bN0fjxo1hZmaGzMxMREZG4tmzZwAgEjAFPgQq58+fzwYm9u3bh3PnzsHHxweurq5ITk7GtWvXUFBQAD09PWzevBmBgYFq3Q4uw4YNw4sXL3D37l00bNgQnTt3hpeXF/Ly8nDjxg2RAYS7dOmCb7/9VmJZy5YtQ0JCAoKDg8EwDNavX4+NGzeiTZs28PLygomJCXJzc5GQkIDIyEh2oGzh1iJVzcnJCR06dEBYWBiKi4vRvHlz9O7dG87Ozuz3xcvLix2PrqqZmZnhv//+Q/fu3REfH4/379/j888/h52dHdq3bw8nJycwDIPMzExER0fj+fPnbKClIhAtLDk5GcuXL8fy5cvh5OSEFi1awMnJCXp6ekhJScGDBw9Exu/p3LkzO84fIUT7ZBWV4dF70Znketax0VBtCFEAQ4gQV1dXBgCjo6PDuLq6cr7Wr1+v6WqSGubQoUOMi4sLA0CuV7t27Zji4mI2/4sXLxgzMzP2/aCgIKnri4+PZywsLNjl165dK3HZ33//XWRZSS8ej8dcuHBBLP+yZcvYZZYtWya1Xjt27GB0dXUlrsPZ2Zm5ceMGExISwqb5+flJLfP69euMk5OTxDJ1dHTYegmnS+Lh4cEuEx8fz7mMn58fu0xISIjU+jGM/PtIIBAwc+bMYXg8nsTtcXFxYW7fvs1s3bqVTZs1a5bMOkhz69Ytpk2bNnIfnxWvMWPGMKmpqXKvZ/jw4WJl3L9/X2a++/fvi+X7/PPPVdlkqQ4ePMg4OjrKtQ+2bt0qlr+8vJwZP3681HxWVlbM8ePHmfj4eDbNw8ODsz7yLMNl586dbL7AwEAmKSmJad++vdR6ffbZZ0xeXp5c5W/YsIGxtraWaz/xeDxmwIABnOUEBgayy+3cuVPh7ZLk3r17jLm5ucQ6VT63KHIuU7b+GRkZzPDhw6V+xysfJ7t27RIpIzw8nNHT05P7ezps2DAmNzdX7u0hhFS/U3FpDH4KYV9Gq68zRWXlmq4WqQLr16+XeI+po6PDAGBcXV01XU25UcsUwkkgEEjs01y56T0hsnz++ecYOHAgDh48iAsXLuDevXtIS0tDfn4+TE1N4erqikaNGqFz587o27evyBP38vJyjBkzBvn5H55Y9OzZU+YYJ56enti8eTPGjh0L4MP4Ft27dxebnQMAZs2ahbFjx2LXrl24cOECO20t8GFq1EaNGsHPzw8jRoxAvXr1VNoPkyZNQvv27REUFISrV68iOTkZRkZGqF27NoYOHYopU6bAzs6OHRxXHl26dEFMTAz+/PNPHDt2DC9fvkRZWRlcXFzQpUsXTJkypcZMnc7j8RAUFIQRI0bgr7/+wrVr15CcnAwzMzN2H3355ZewtbXF9evX2XwVY/Moq0OHDrh37x6SkpIQEhKCW7du4enTp3j16hWysrJQUlICMzMz2NrawtvbG76+vhg5cqTI+CDy8PPzw5EjR9j/zc3NRWYykqRFixYwNzdHXl4em1aVg5KPGDEC/fr1w+7du3Hu3Dk8fvwYaWlp4PP5sLa2RoMGDdCpUycMGzaMs+uKrq4ugoODMXz4cGzduhV37txBVlYWrK2tUatWLQwcOBCTJk2Ci4sL2+qrOri4uOD69evYu3cv9u3bh9jYWKSnp8PW1hZt27bFxIkTMWjQILnLmzlzJiZMmIA9e/bg0qVL7H4qLi6Gubk53Nzc0LhxY/j7+6Nv375wd3evuo3j0KZNG0RGRmLjxo0ICQnBq1evkJ+fL3Ucm6pmY2ODw4cPIyoqCgcOHMC1a9cQHx+PjIwM6OjowMrKCnXr1kWrVq3QvXt39OjRQ6wFoo+PD1JTU3H58mWEhobi4cOHePnyJTIyMsDn82FhYQEvLy+0b98eY8eOrTHnP0I+ZQ8rtUpp52IOIz1dDdWGVKXc3FyNj+WlTjyGkTLKH/nkuLm5ISkpCTo6OnB2duZcZu7cuZg7d24114wQQv5nzJgx2L9/P4APA+yOGDFCwzUi2mbXrl2YOHEiACAwMFChwWIJIYRUn5HHnuJQ9P9myJvZ1hUbeqn2AItop6CgIAQFBXG+l5ycDIFAAFdXV4njGGobaplCODk7O9eYg5gQ8mnJz8/HmTNn2P8rZgIihBBCSM0TnV4o8n9ju+oZnJxUP2kP5Sse6tckNJsPIYSQGmXRokXsYMU+Pj4Kd7chhBBCiHYoFwjwLEM0mOJtb6Kh2hCiGAqmEEII0QqbNm3CTz/9JLFVXGpqKr766iuR6U6lzbpCCCGEEO32OrsEpXzRUSe8qWUKqSGomw8hhBCtkJ6ejuXLl2PZsmXw9vZG48aNYW1tjeLiYrx48QL37t1DaWkpu3xgYCAGDx6swRoTQgghRBXx2UUi/1sa6sLWRF9DtSFEMRRMIYQQolUYhsHTp0/x9OlTzvf19PQwa9Ys/PLLL9VcM0IIIYSo06vsYpH/61gba6gmhCiOgimEEEK0woIFC+Dt7Y3Lly8jMjISqampSE9PR3FxMWxsbFCnTh34+/tj0qRJqFu3rqarSwghhBAVxVcKptS2MpKwJCHah6ZGJiIqRlGuSVNSEUIIIYQQQmqO7OIyhCflos+BJyLp89q74dfu9MDkU1QT70OpZQohhBBCCCGEkGqx81EyJp1+xvlebSvq5kNqDgqmEEIIIYQQQgipMtnFZTgVl4E5l14go6iccxkegB61rau3YoSogIIphBBCCCGEEEKqxJPUfATseSQxiFLh/9i776gorrcP4N+l96aASFXErti7ghV7b9FYY6yxRGOKGkVjTRRLjCUWTIyxxd4rWMCKiAULKCAgUqXXZef9g5f57WydhV0W9Pmcs+dwZ+/MvVvZeebe537d3AF1q5lUUK8IKT8KphBCCCGEEEII0YhFAVEKAykeNsbo7W6D37q7V2CvCCk/CqYQQgghhBBCCFG7Yy+ScTYiVeZ9TuaGCJnSEnamBhXcK0LUg4IphBBCCCGEEEJU8jGvCLdjM1AkKlkcNiW3CPfiMxGekgsGDLIKihGekiu1Xx93G4xrYo8vGttXdJcJUSsKphBCCCGEEEII4e3h+0x0/CsUhcWMSvvNbeOITb08NNQrQioWBVMIIYQQQgghhCgUl5mPNx/zAQDe+x+rvP/Q+tWxrhvlRSGfDgqmEEIIIYQQQgiRKT2/CJPPvMKJVyllPsZ37Zyxrntt6AgEauwZIdpFwRRCCCGEEEIIIay8omKci0zFtah0XIlKY0ekyONqaQgjPR0Y6+mimb0Z2jqaw0BXB/o6AnR2sYSblXEF9ZyQikPBFEIIIYQQQgghAIAXKTnocSAM77MKedWf3qImtvetq+FeEVL5UDCFEEIIIYQQQggA4JuLEQoDKdWM9SAQCKCnI0A3Vyv82r12BfaOkMqDgimEEEIIIYQQQnA3LgPXo9Nl3te8hhmODG2IOjYmFdspQiopCqYQmRISEuDk5CTzvvnz52P+/PkV3CNCCCGEEEKIpjxLykb7faFS2+e3dUJXNyv0ca8GXR1KIEvKzs/PD35+fjLvS0hIqODelB8FU4hMIpEI8fHxMu/LzMys4N4QQgghhBBCNCEyLRfD/nuOJ0k5Uvet8q6FRZ1ctdAr8inKzMyUe45ZFVEwhciko6MDBwcHmfdZWFhUcG8IIYQQQggh6sYwDIYcfY5nydKBFB0BML6pvRZ6RT5VFhYWcHR0lHlfQkICRCJRBfeofAQMwzDa7gSpPJycnBAfHw9HR0fExcVpuzuEEEIIIYQQDZl9MQJbH8oeKbDCyw0/d3ar2A6Rz1ZVPA+lkSmEEEIIIYQQ8pl5/CFLZiBlbhtHTG1eEw1tTbXQK0KqDgqmEEKIlvn6+mL58uVsmQYMat++ffswadIkthwVFQU3Nzftdegz9OWXX+LAgQMAgD/++AMzZ87Uco8+Ld7e3rhx4wYAwMvLC4GBgdrtkArS0tLw9OlTREREIC0tDSKRCDY2NnB1dUW7du1gaWmp1b4FBQUhLi4OmZmZcHBwQO3atdGhQwfo6OiU+/jZ2dl4+PAhIiIi8PHjR4hEIlhaWqJWrVpo06YNbGxs1PAoShQWFuLBgwcIDw9Hamoqp60mTZrA2dlZ6TFu3LgBb29vAECzZs0QEhKilueBqMeh8CSpbceHN8KQ+rZa6A0hVQ8FUwghGhMdHY1atWoprCMQCGBhYQErKyvUq1cPrVq1wujRo9GkSZMK6iUhpLK5desWG0ipU6cOpk6dquUeEW0SiUS4desWTpw4gWvXruHZs2dy6woEAnTv3h3z589Hnz59KqyPERER+PHHH3H27FkUFhZK3V+zZk1MnToVP/30EwwMDFQ+/sOHD7Fu3TqcPHkSQqFQZp3Sx/7dd9/Bx8dH5TZKRUdHY/Xq1Th06BCysrLk1nN0dESfPn2wY8cO6Orqyqzj5eWFPn364MKFC3j8+DF27tyJGTNmlLlvRL1OvUrllIc3sKVACiEqoJwphKMqzlUjlRefYIo8PXr0wK5duz6L0QDaHJkSGBjIuSLt6+tbYW1rWnkeG41M0R6GYdCyZUuEhpYsz7l//358+eWXcuufPHkSjx8/BgBYWVlh3rx5FdBLfvbt24fo6GgAgJubGyZOnKjV/oirSiNTPDw8EBkZqfJ+o0ePxp9//glzc3MN9Op/Dhw4gGnTpiEnRzqBp6QWLVrg+PHjcHXlvzqKr68vVq5cieLiYt77TJ48GTt37oSenmrXTbds2YLvv/8eBQUFvPfJy8uDkZGR3PsfPXqEli1bAgCqVauGt2/f0mIGlUBWgRAWv93mbLszsTnaOWlvZBf5vFXF81AamUIIqVCSV68YhpGZufvq1ato3rw5bt26hcaNG1dU9z47gYGBnEDOpxZM+VQf26fs6NGjbCDF1dUVo0ePVlj/5MmT+Ouvv9j6lS2YIh6wqEzBlKokOTlZapuHhwfatm2LGjVqwMjICLGxsbh27RrnB/ihQ4eQkJCAixcvKjzZL4+LFy9iwoQJnECHh4cHunXrBhsbG7x58wZnzpxBXl4egJLAQv/+/REcHMwryLNs2TKsWLGCs83Kygo9e/aEu7s79PT0EBsbi+vXryM2Npats3fvXhQUFOCff/7h/Vhmz56NrVu3crbZ2dmhW7ducHR0hLGxMVJSUhAWFoZHjx7xDri0aNECPXv2xJUrV5Camgo/Pz/6Pq4EJJdB1hUAzWqYaak3hFRRDCFiHB0dGQCMo6OjtrtCPgFRUVEMAPbm5eUls15mZiYTHBzMfPPNN4y+vj5nn1q1ajEFBQUV2/HPyLJlyzjP96fkU35snyqRSMQ0aNCAfc02btyodJ8JEyaw9V1dXTXeR1V4eXkp/f7TlsrcN0mWlpYMAMbNzY1ZuXIlExsbK7OeUChktm/fzhgZGXE++wsWLNBIvxISEti+AWAEAgGzYcMGpri4mFMvKSmJ83wDYMaMGaP0+E+ePGF0dXU5+82aNYvJzs6WqisUCpmtW7dK/Q89deoUr8eyevVqzn6Ojo7M0aNHpR5LqYyMDGb//v1M27Ztmby8PKXHv3z5MntsCwsL5uPHj7z6RTRDWCxieh14zOCXAPbWeMd9bXeLfOaq4nkoZYAihGidubk52rdvj99//x1XrlyBoaEhe19UVBR2796txd4RQirKuXPn8OLFCwCAkZERJkyYoOUekcrA1dUVe/fuRWRkJBYvXgwnJyeZ9XR1dTF9+nQcP36ck+R0y5YtiI+XvfRreaxatQoZGRlsefny5Zg/f75UglVbW1tcvHgRDRo0YLcdPHgQYWFhCo+/fft2zoiXMWPGYOvWrTA1lV5hRVdXF7NmzcKmTZs427dt26b0cYSHh3NGitSrVw+PHj3C8OHD5SaLtbCwwJdffom7d+/yGvXTo0cP1K5dGwCQmZlJ/9e1JLtQiA13Y9Fwx31cfvuRc18zexqVQoiqKJhCCKlUvLy88MMPP3C2HT9+XEu9IYRUpM2bN7N/DxkyBNbW1lrsDaksQkJCMGnSJLlJTiX16dMHX3zxBVsuKirC6dOn1dqnpKQk7Nq1iy27u7vjxx9/lFvfyMiIM4WGYRj88ssvCtu4evUqp/zzzz8r7de0adNQo0YNthwQECBzKq24qVOnsklzjYyMcP78edjZ2SltSxUCgQCTJ09my1u3blXaL6J+o46H47urb/A6LU/6vkaUeJYQVVEwhRBS6UjmFQgODtZORwghFSYmJgbXrl1jyyNGjNBib0hlomoSVQBSuXbu37+vru4AAE6dOsXJGTJ16lTo6+sr3Kdbt26oV68eWz5//jxyc3Pl1hcfTWNpaYn69esr7Zeuri7atGnDlgsLC5Gamiq3/u3btxEUFMSWv/32W3YEibqJf6ZjYmJw/fp1jbRDZPuYV4TzkWky75vZsib61alWwT0ipOqjBLSEkEqnVq1aMDc3Z5dkzMvLQ2ZmpkrZ/3Nzc3H79m3ExsYiOTkZhoaGsLW1RatWrXj9IFUkMTERN27cQHx8PEQiERwdHeHp6ckZwl0RPn78iJCQEERERCAjIwPFxcUwMTGBvb09ateujaZNm8LExKRC+yTu9evXCAsLQ0JCArKzs+Hm5oYxY8bIrZ+cnIxnz54hMjISHz9+RHFxMaytrVGzZk20b98etrZV56pZRkYGbt26hfj4eKSlpcHc3Bz29vZo37693CkKZZGfn4/AwEDExMQgLS0NNjY2aNSoEdq1a1emE1ChUIgnT57g2bNnSElJQU5ODoyMjGBlZQVXV1c0atQIjo6Oauu/uAMHDrArWZmYmKB3794aaUeZ0u+Od+/eISUlBcbGxrCzs0Pr1q1Rp04drfQJKJnyGB4ejujoaGRmZkJPTw/W1tZwd3dH27ZttfpZr4wkX6vExES1Hl9ypMvw4cN57TdixAisXLkSQMn/tsuXL2Pw4MEy64qP3FDl9ZWsKxAI5Nbds2cPpzxt2jTe7aiqbt26aNSoEZ4/fw6gZKWuHj16aKw9whUhYzSKhaEu/uxbD6MaqXckEiGfDW0nbSGVS1VM/EMqL74JaGUpfS+W3uLi4njt9/DhQ6Z///6MoaEhZ3/xW61atZgdO3YwRUVFKj2e169fM3379mV0dHRkHrd169bMlStXZD52f39/ucdVNVFqSEgI069fP0ZPT0/uYwTA6OrqMm3atGG2b9/O2V+yb3xvUVFRvPp98uRJpmXLllL7W1paSj2WBw8eMN999x3TqFEjpe23b99eaTJFdT02f39/hffL8+DBA6Z3794KX5vmzZszx48f53U8hmE4+y5btoxhGIbJzc1l5s+fz1hZWclsw87Ojvnjjz94t5GRkcF8//33jK2trdLnysnJiZk5cyaTlJTE+/h8tGrVim2jZ8+eCusGBASU6XVW5NWrV8zIkSOlkpeK3zw8PJg9e/bITcrJMNLvHT43WYlzCwsLmXPnzjETJ06U+j6UvOnp6TEjRoxgHj9+zOu5ZpiqlYC2LO7fv895jgYOHKjW44snnrW3t+e937lz5zj9+vbbb+XWFU/GrKenx+Tk5PBqo127dux+VlZWjEgkklmvqKiIMTU1Zeu2bNmS9+Moq3nz5rHtWVtbM0KhUONtkhIHnn7gJJzFLwFMSk6htrtFCKsqnofSNB9CSKUkntQPKBnirEhxcTFmz56N1q1b4+zZswqXbIyKisL06dPh7e2NlJQUXv05ffo0mjZtivPnz8ud5/3gwQP4+Pjgt99+43XMsti2bRtat26Nc+fOQSgUKqxbXFyM+/fvSyUk1KTZs2dj8ODBCAkJUVo3PT0drVu3xvr169krlYrcuXMHgwYNwldffcXO769MlixZgjZt2uDixYsKX5vQ0FAMHToUgwcPZpdLVUV0dDTatGkDPz8/pKeny6yTlJSEWbNmYerUqUqP9/r1azRp0gS//vqrzCVoJcXFxWHbtm148+aNql2XKyUlBY8ePWLL3t7eajs2H9u3b0ejRo1w5MgR5Ofny60XERGBr776Cp06deL93VFW586dQ79+/bBv3z6lyVOFQiGOHj2K1q1bY8eOHRrtV1Xx5MkTTlmdI8ISEhI4/6OaN2/Oe98WLVpwyqUJl2URH50lFAp55Q978+YNHjx4wJb79esnd2TK06dPkZPzv+VxW7ZsqfT45dW1a1f2748fP+Lu3bsab5OUkByZ0tvdBtVMFE9NI4QoRtN8CCGVTkREBLKzs9myi4sLzMzkZ5kvLi7G4MGDcfbsWXabQCBAy5Yt0bJlS9jZ2aGgoACvX7/GtWvX2OlDQUFB8PLywv3792WujlAqICAAI0aM4JzAm5mZwcfHBx4eHiguLsbLly9x5coV5Ofn4/vvv4exsXF5ngK5/Zg1axZnW61atdCxY0c4OTnByMgI2dnZSEhIwNOnT/Hs2TOZgR+BQMAmchSJROzUCgAKEzwqGioOAL/++iubYNHc3Bw9evRAnTp1oKuri+joaNy5c0fuvjo6OmjYsCEaNmwIR0dHmJubQygUIjExEQ8fPuSserF3716YmZlxkpVq+rEpM3fuXGzZsoWzzcnJCT4+PnBwcEB6ejpu376Nx48fs/efOnUKvXr1wvXr15XmWiiVlZWFAQMG4NmzZwBKTuI6dOiAatWqIS0tDdeuXeOcnO3atQsdOnSQykNUqqCgAAMGDMC7d+/YbWZmZujSpQvq1q0LS0tLFBYW4uPHj3jx4gVCQ0ORmZnJ81nh7/bt25z3auvWrRXWL+vrLMvGjRsxf/58zrbq1aujT58+cHFxQXZ2Nh4+fIjg4GC2nTt37qBTp064e/curKysOPvq6OiwfRBfiUVR35RNyTIyMoKnpyfq168POzs7mJqaIi8vDzExMQgKCkJsbCyAkkSrM2bMgL29PYYMGcL7OfgU/fPPP5xyt27d1Hbsly9fcsouLi6897W3t4eBgQH7/0TyWOLmzp2LP//8kw14fPfdd2jfvj3c3d1l1s/KysK4cePY952BgQEWLVok9/gPHz7klBs1agQAYBgGly9fxt9//41Hjx4hLi4ORkZGsLOzQ4cOHTBw4ED079+/TN+bkp/twMBAdOzYUeXjENVFpHHz89SxVv/vFEI+NxRMIZXGb9/cQ1qi6ldpiXI29sZYuLWttrvB2969eznlAQMGKKy/ZMkSTiClT58+2LRpE+rWrStVNz09HYsXL2aXiwwPD8fs2bOl2iyVnZ2NSZMmcQIpo0ePxh9//AEbGxtO3Q8fPmDKlCk4d+4cvvvuO8UPsgzEV34wMTHBvn37FCbpTE5OxsmTJ3HlyhXOdldXV3bkhK+vL5YvX87ep2y0iyKlP9pnzZqF1atXS+W4kRxNIhAI0L17d0yePBm9e/eWej7FPX36FNOnT2eTEW/ZsgVjxoxB27bc97WmHpsip06d4gRSDAwM4Ofnh5kzZ0qdbFy+fBkTJkzAhw8fAJQEEX7++WesXbuWV1tbt25FYWEh3N3d8ddff0mdhDAMg82bN2P+/Pnsif+yZcswfvx4mUucHj58GK9fv2bLkydPxsaNG+XmJyoqKsKtW7fw559/8g4A8SF5UtekSROF9b28vNjXc+LEifjrr78AlLz+0dHRKrUrvnqYQCDAkiVLsGTJEhgYGEjVHTt2LPt8vXr1CtOnT8ehQ4c49caPH4/x48cDKBlhc+PGDbbPgYGBvPtmbGyMcePGYdy4cejcubPc5WcZhsHZs2cxY8YMdgTL119/DR8fH7XlUVmxYgVWrFihlmPJ4ubmhsjISLUd78aNG5zn2tLSEj4+Pmo7vuRIIVVGvQgEAjg6OiIqKgpAyUgveVxdXbF7926MHTsWIpEIiYmJaNWqFRYuXIghQ4bA3d0durq6iI+Px6VLl7B27Vq8ffsWQElQb9euXWjYsKHc44eHh3PK9vb2iIuLw8SJEznJoIGS/4UpKSkIDw/H7t270bx5c+zZs0elUTkA4ODggOrVq7Mju8RH0RDNisngjth1t1a+pDUhRDEKppBKIy0xD0nx8rPak8/DlStXsGHDBrZsaGgoddVY3OPHj7Fu3Tq2PGXKFPz5559yr5hZWVnhjz/+gJmZGX799VcAwF9//YWffvoJHh4eUvX/+OMPxMTEsOXhw4fj33//lXn8GjVq4MSJE+jTp4/UD9HyKioqws2bN9nyTz/9pHS1E1tbW3z99df4+uuv1doXeYqLi7FgwQKsX79e5v2SJ6eWlpZSS3/K06RJE1y/fh0dOnRgp4Ns2rQJBw8eLF+ny0kkEmHevHmcbQcOHJCbjLJXr164cuUKOnTowI6QWr9+PaZPnw43Nzel7RUWFsLJyQlBQUGwt7eXul8gEGDevHkIDw9nl2199+4dbty4wRleX0r8+a9bty527dolM+hSSl9fH926dVPrVX4A7EgboGRkjPjSrpq0YMECFBUVseVff/1VbiC0VatWCAgIQNu2bdkT4MOHD2PWrFno3Lmz2vvm4+PDKwAgEAgwYMAANGrUCM2aNUNWVhZSU1Oxf/9+tSUTFYlEUqNs1Emdgc6cnByp6W0LFixQOLpRVaWf3VLm5uYq7S9eXygUoqCgAIaGhjLrjh49GtWqVcP06dPx9u1b9oLA4sWL5R6/SZMm+P333+Hl5aWwH2lp3JVdsrOz0bFjR85INXlCQ0PRuXNnHD9+HL169VJaX1y9evXYYIrkdCyiOUk53AsaNc1lv+cIIfxRzhRCiFYxDIP09HTcunULM2bMQJ8+fdiTG4FAgB07dihcpnHdunXsFXh3d3ds3bqV19DjFStWwNnZGUDJicKff/4ps287d+5ky+bm5vjjjz8UHl9fXx+7du1S61V7oCSnhPjJTKtWrdR6fHVwc3PDqlWrNHZ8Q0ND/PTTT2z5woULnOkd2nDmzBnOSIhRo0YpXdWjcePGnBEzxcXF7PQoPrZu3SozkCJOMsAjb4qV+AonzZs3VxhI0STx51CduS0UCQsL4wQo27VrhwULFijcp2bNmlLTuWRNN9OG2rVrsyNiAHBG631OZsyYwRltVb9+fSxcuFCtbYjnGQEgd9SQPJL1xae1ytKzZ0+Eh4fju+++UzqNbeTIkTh//rzSQAognZvsu+++YwMpLVu2xNGjR5GYmIiCggLExMTgzz//5ExpysnJwahRo1QaDQaAsyJYXFycRgN15H8SJYIpdpQvhZByo2AKIaTC3LhxAwKBgHPT0dGBtbU1unTpgh07drA/qpydnXHy5Em5uR6AkiVMjx07xpanTZsm9+qeJENDQ05OgYCAAKk6L168YIdiA8CwYcNgZ6d8+cBatWqhT58+vPrBl2ROl9DQULUeXx0mT57M+/kvK/HpHxkZGQqTN1aEU6dOccqKRlGJmzZtGufqtORx5HF2dsbAgQOV1mvYsCGqVavGluU9T+JX68PCwuQmV9a09+/fs3/z+Yypg+Rz/u233/IKxA4ZMoSz7O758+c5o1u0Sfzzce/ePbUd19fXFwzDaOym6sm4PH5+fti/fz9bNjQ0xD///KNysEMZycTRqn7vSdZXloj63LlzaNasGdavX6808HDkyBG4u7vj22+/VZhMGZAO4pQmtB47dizu3buH4cOHw87ODgYGBnBxccHXX3+NJ0+ecKZXpqenSwVvlREPBhcVFSEpKUml/YnqCoQiZBRw3zv2ZgZyahNC+KJgCiGk0vH29sbz58+VnjQGBwdzTmK6dOmiUjvi03rCwsKkRjlInoyoMpRZ1WHPylhYWKB+/fpsecWKFThy5IjWTn5lKc8KLGlpadi5cye+/PJLeHp6wsHBAaamptDT0+PcShMkllKUb6AiiI/4qFGjBtq0acNrPxMTE85KHZGRkbxW0unUqRPvpI/i04bkrfoj3t+XL19iypQp+PjxI6/jq5P4SZ0mkjfLIv7a6erqon///rz3FQ/E5uXlcRILa0JkZCRWr16NIUOGoF69erC1tYWRkZHU52PmzJnsPsnJyZVy1StNOXLkiNQIlJ07d2pkhRrJ4Iyqz7PkanOKgj0rV65E//792US1tra2WL16NZ48eYKsrCzk5eXhzZs32LNnD/v9WFhYiE2bNqFr164KR73ICgLVq1cPe/bskTsCxtLSEkePHuUEg0+fPs0ZDaSM5Gdc2cgcUn6SU3wAwM6EgimElBcFUwghFUpXV5dzkyUwMBCdO3dWuvSo+FKqANCxY0epkwtFt7lz57L7CoVCqVVKShP5lVKWFLOsdfn69ttv2b/z8/MxatQouLm54ZtvvsHRo0eVLp+qaeLBHr5yc3Px448/wsHBAdOnT8eBAwfw5MkTfPjwAbm5uSguLpa6idPGiX8phmEQERHBllVNxCi5RKqiVT1KiQ+PV0Z8NJO8k5XJkydzlh339/dHzZo1MXjwYPzxxx8IDQ2tkCH44ieXkrl1NOXVq1fs33Xr1lUpWWtZXruyiI2NxdChQ+Hh4YHFixfj5MmTeP36NVJSUlBQUCD12ZAMrmrz81GRrl69inHjxnEe/9q1azFhwgSNtCeZf0XVJc4lR4zIy+dy+PBh/Pzzz2y5WbNmePLkCX766Sc0adIEZmZmMDIyQu3atTF58mQ8evSIM9Xr7t27CpdHl9Xu999/r3SkjbOzMyZPnsyWS5Mg8yV5fGUjaEj5JeVyR8/p6QhgbUypMwkpLwqmEJkSEhLg5OQk8+bn56ft7pEqqnQFDvFbZmYmnj17hpUrV3KG94eFhaFXr14Kf2RJBltknXgrukmeeEjOH5c8EVG02owk8SkW6jJ16lSppZFjY2Pxxx9/YOTIkXByckKtWrUwadIknDp1qsKvSksuEatMTk4OevfujXXr1pW5r9r8EZ6ZmckJNKiaNFWyPp8TX0VLeEsSH8EiL7eMra0tjh07xgmo5Ofn49SpU/jmm2/QokULWFlZoU+fPti8eTMSEhJ4t68K8ZOrinrfij/fFfHaqerVq1do06YNTpw4UeZjfA4nqffu3cOQIUM475uFCxdyVmlSN8kghKojK8QT2Orp6ckcmVJUVMQJoBsZGeHUqVMK36sGBgbYvXs3mjZtym47ePCg1GpZpWQlzlW2ep68eqUrrfEhOTKnokajfa5OvUpB938ec7bZmuhDpwxLWxNSXn5+fnLPMTX1G0OTKJhCZBKJRIiPj5d5k7x6T0h5mJubo1GjRli8eDGePn3KWcYxNDQUP/74o9x95U1dKCvJ4IrkDz5VrphrKnfI1q1bcfHiRXTp0kXmdI/o6Gjs27cPgwcPRq1atdgVXSqCqkl3Fy5ciFu3brFlCwsLzJw5E8eOHcOzZ8+QlpaGvLw8Tm4F8Rw2gPwgQUWQXNFDlUAHIH1CJnm8itK9e3c8e/ZMKo9LqezsbFy8eBHz5s2Di4sLpkyZgtTUVLX2Qfy5yM2tmFXdxJ/vyvbaFRcXY8SIEewS2kDJMrlLly7FpUuXEBERgYyMDBQUFHA+H/7+/pzjaDtBs6Y9e/YMffv25QQzpkyZwq7UpimSI8RiY2N578swDGcUobzRZpcuXeKcWIwZM4aT/FUefX19qRWpxPPIiJNM9mxnZwdbW1ulbQDSoy9VGRkp+RlX50pLhGvz/TgMPvpMOl+KKU3xIdqRmZkp9xyzMk1d54vGdxGZdHR04ODgIPM+CwuLCu4N+VzY2dnh1KlT8PT0ZH9s/f7775g0aRI8PT2l6ksOy3/x4kWZpprII361Hig5YapevTqvfTUZdCxdMjU2NhbXrl3D7du3cefOHbx48YJz8vT+/XtMnToVd+7cwd69ezXWn7JISEjgrKDUsGFDXLlyBTVr1lS4X2WaWy8ZeJBc4UMZycei6vKq6uTk5IQdO3Zg48aNuHHjBm7evIk7d+7g3r17nCkMQqEQe/bsweXLlxEUFMSuiFVejo6ObM6YikpGaW5uzgZkK9trd+zYMTx9+pQtjxw5Evv371ca0NXU52PFihVYsWKFRo4NlOT3iYyMVGmfN2/eoGfPnpzlfUeOHMlZgU1TJP/P8FlKuFRiYiJnFI28/1l3797llFXJSSW5ks+DBw9k1hO/eAEA1tbWvNuQrCu5zLIi4quI6evrV1jS6c/N4w9ZmH9F9ufK3Vq9SZkJ4cvCwkJuEDkhIaHKBVQomEJkcnBwqPDEjjb2NMxTU6rSc1unTh0sWbIEixYtAlAyWuTHH3/EhQsXpOpKBjaU5VhRleTxY2JiUKtWLV77xsTEqLUvsjg7O2PixInsikcpKSm4cOEC9u/fjytXrrD1/P390a1bN3z55Zca7xNf58+f50yR2b59u9JACsD9Ea5tFhYW0NXVZR+H+CgCPiTrq3IioynGxsbo3bs3mxy3qKgIQUFB+O+///D333+zIzBiY2MxadIkXL16VS3turm5sUlcKyr3j7W1NRtMqWyv3ZkzZ9i/zc3NsWfPHl4j4zT1+RCJRBrNnSMUClWqHx8fjx49enBeh759++Kff/6pkOW9a9asCUtLS3ZqqCqrq0nm+mrQoIHMepJBRVWmoknWlfe/UTKht+RoTEVUSaIrSfwz7uzsrLUl2T9lIobBrIsREMkYnGZmoIsF7dQTCCdEVfPnz5e78qGTk5PW8/+pioIppNJYuLWt8krkszBv3jxs3bqVXS714sWLuHv3Ltq1a8epJ3lVLSQkBJ06dVJbPyQTij548ID31cH79++rrR98Va9eHePGjcO4ceOwb98+TJo0ib1v165dlSqYIp7809TUFJ07d+a1n7y5/9ogEAjg4eHBJh9VdblqyZMqdY6qUhd9fX14e3vD29sbP/74I9q3b88G2q9du4bo6GjOqkFl1aRJE5w8eRJAyeiKhIQEuaMj1aVevXrstLHXr18jNzeXdxJaTb924p+PTp068Z4GUZk+H5qSkpKCHj16cJZT9vb2xrFjx1SealgenTp1wrlz5wCUBLHevn2L2rVrK91PMreIvFXoJIMTqiS5lZxGI28aW4MGDWBnZ8cGbhITEyEUCqGnp/z0QPKCG9/pQQA4K/+I53ch5SdiGPjdjcXCa2+l7vOwMcbmXnXQ3skCVkYV91kh5FNGoWBCSKVjbGwslTxQ1hDzrl27cq5olZ6MqUvbtm05PyoPHTrEaz+GYXD48GG19kVVEydORKtWrdhyWFiYzHqSJx8VsXILwM13Y2lpyXu536NHj/JuoyIeW4cOHdi/P3z4wDuIlpeXh0uXLrHlOnXqqHQyog1OTk5SOYzUtSSw+HsVAGeKizLir7Mqr7H4a1dcXKzSaiTi3zXGxsZyV3Iqa9/EPx98R72kpKQgICCAdxuq8PX15eRmUfdNPDCiSGZmJnr37s1ZPalt27Y4c+aMSiMj1GHgwIGcMt/vpv/++4/928jICL169ZJZT3Lqy4sXL3j3LTw8XOGxSuno6HAeR15eHu+gsGRQiO9qZu/fv+eMlJH87JOyEzEMZl+MkBlIcbc2wpOprdCnTjUKpBCiRhRMIYRUSlOnTuVcmb5w4YLUVVdra2t2OgJQsqSyOk8mrKysOCsWPHr0iFfAZs+ePVKJUrVB/CqpvBVSJHM9VNRSquLtJicn80o6euHCBYSEhJSpDUAzj23QoEGcMt/Vznbt2sXJqzNkyBC19ktTJK+8q2vlnU6dOnECo/JyPMgi/jqr8hpLvnYbN27klbD19OnTnCWx+/fvL/dKfln7Jr4f30DDb7/9ptI0jaomLy8PAwYM4HwHeHp64sKFC1pJYDpo0CDO1Ktdu3ahqKhIwR7A9evXOaOO+vbtK3fUSJs2bThlVQL0//77L6fcvn17uXVHjx7NKe/Zs4dXG7t37+aUe/bsyWs/yf/jquSCIYrNvxKJbSHvZd63tbcHjPR0K7hHhHz6KJhCCKmUjIyMsHDhQs42WaNTli1bxil/8cUXnBMdPt6+fYu3b6Wv5ADgLE0JlKwU8eTJE7nHCgoKwrx581Rqn48PHz6otGJEYWEhJ4GhvKkYkttVOYktD/G5+kVFRdi3b5/C+jExMfj6669VaqMiHlv//v05eXQOHz7MufIsy4sXL/Dzzz+zZV1dXaklryuKqs/JzZs3OWV1TPEBSpYdFz95DAwM5L2veB9ycnJ4X8Fv2rQpJ1Hn3bt3sWHDBoX7JCQk4JtvvuFsmzt3Lq++vX79Wmr5dXnEPx93795VOlLn0qVLSvtelQmFQowYMYLz/qtXrx4uX76stVxD9vb2mDJlClt+8+YN1q5dK7d+fn4+Zs+ezZYFAgGWLFkit36XLl04y82Hhobijz/+UNqvO3fuSK3ipmi54+7du3OmWe7evRt37txR2MauXbs4dRo0aIAePXoo7RsAzgUPa2trqem7pGwyC4T446HsQMriji7o7V6tgntEyGeCIUSMo6MjA4BxdHTUdlfIJyAqKooBwN68vLxU2j83N5exs7PjHCM0NFSq3vz58zl1LC0tmW3btjF5eXlyj52Xl8ecPHmSGTFiBKOrq8ucOHFCbt0pU6Zwjm9sbMwsXryYefbsGZOfn8/k5uYyoaGhzPz58xl9fX0GANO+fXvOPv7+/nKPv2zZMk5dWQICAhg9PT1m1KhRzKlTpxQ+tqSkJGbIkCGcYy5evFhm3YSEBEZHR4et17BhQ+bWrVtMQUGB3OOr0m95EhISGAMDA85zeuzYMZl1L1++zLi4uDAAGFNTU97Pa3kem7+/P6edqKgouXVPnjzJqWtgYMBs27aNEYlEUnWvXLnCODg4cOr/8MMPCvsiXnfZsmVK+17Ky8tL6WfP1dWVadq0KbNlyxYmNjZW7rGKi4uZnTt3Mnp6euwxnZ2dmeLiYt79UWbdunXssU1MTJjc3Fxe+92/f5/zHHXu3JkJCQlhhEKh0n0fPHjAfmYBMAKBgFm2bBlTWFgoVTckJISpX78+p61Ro0YpPP6RI0c49YcOHcqEh4crfd6OHz/O2c/d3Z15+vSpVD2hUMj8/vvvjKGhoczPh6L3LZ/3R2UgEomYsWPHch5XrVq1mLi4OLW3Jf6cAGACAgIU1o+Pj2fMzc057x8/Pz+p1zcpKYnx9vbmHHv06NFK+7Nq1SrOPjo6OsyKFStkfjZEIhFz4MABxsLCgrNP//79lbZz584dRldXl93HysqKOXv2rFS94uJiZsuWLZy6AJhTp04pbaNUo0aN2P3GjRvHez+i2LEXSQx+CeDcWu1+yNyM+ajtrhHCW1U8DxUwDI8xreSzUZpF2dHRscJX8yGfnujoaM5Vey8vL5WuOAPA+vXrOSNUhg4dimPHjnHqFBcXY/jw4VJTcCwsLNC5c2d4eHjA0tISubm5SE1NxbNnz/DkyRPk5+ezdU+cOIHBgwfL7ENOTg769euHGzdu8Opz7dq1cfz4cTRr1ozdtn//frkJYH19fbF8+XK2LOtrOTAwEF27dmXLxsbGaNq0KRo3bozq1avD2NgYGRkZCA8Px40bNziPzcXFBU+ePJFa6rnUkCFDpJ47gUAAY2NjTi6T8PBwuLi4qNRvRebPn4+NGzdytjVv3hxdunSBpaUlUlJScOPGDTx//hxAyQiObdu2Ydq0aWx9f39/djUjdT42yQS+UVFRCkdhzJ07F1u2bOFsc3Z2ho+PDxwcHJCeno6goCCpxKWdOnXC9evXFSbOFO/nsmXL4OvrK7euOG9vb/Y9K++z5+bmxq48JRAI4O7ujhYtWsDR0RGWlpYoKCjAu3fvEBgYKJVh//jx42qdnhQXFwdXV1d2WURVjt+8eXOp/C06OjowMjLiPH+ylg7euHGj1MoCtra26NOnD1xcXJCTk4MHDx4gKCiI8x6vV68e7t69yxk9ICk/Px+1atWSWv1HV1eXk+PD1dWVfZ8DJZ+l1q1bc6a06OjooEePHmjevDn09PQQFxeHS5cusce2t7fHnDlzsHjxYnYfRe9bPu+PyiAmJkbqMejo6PDOs1SKz/LL4s8JUDKKQtk0lHPnzmHgwIGc5Tw9PDzQvXt32NjYIDIyEmfOnOEkkG3YsCHu3LkDCwsLhccuLCyEj4+P1GtTrVo19OjRA7Vq1YKenh7ev3+P69evS00Jc3Z2xt27d3mtlLZt2zapEXLNmjVD586dYW1tjQ8fPuDy5ctSbfzwww8KR+SIi4iIQN26ddny5cuXeU8P+pwwDIO78Zm4E5cJ0f9/5yTnFuHNxzwUM0BhsQivU/OQUfC/VbCSc7lTzJramSJsausK7Tch5VUlz0O1GMghlVBVjAiSyqu8I1MYhmGys7MZW1tbzpU/WVdoi4uLmWXLlkldMeN7O3/+vNJ+TJgwQelxvL29mQ8fPjDPnz/nfeWO78iUsjwuDw8PJjIyUuFje//+PdOgQQOlx5K8yl2ekSkMwzAFBQVM9+7deT0OfX195u+//5Z6TykamVKex6bKyJRSixYtYgQCAe/XZsCAAUxOTo7S44rvo4mRKaq+pwwMDJjdu3fz7ocqevXqxbbD58p9qWfPnrH/vxTd5Nm2bRtn1I2yW7t27Zjk5GRefQsICGCsrKwUHs/V1VVqv6ioKMbZ2ZlXf2rUqMGEhoaq9L6tKiNTJD/zZb3Jeo4lqToypdRff/3FmJiY8OpHs2bNeH2flEpPT5caaci3ndevX/Nuh2EYZv369ZwRg4puAoGAWblypUrHFx9p4+LiotaRbZ+K3Y/eM8ZrbkiNMlH1ti4oRtsPhRCVVcXzUMqZQgip1ExNTbFgwQK2zDAMfvnlF6l6Ojo68PX1xatXrzB16lSl8+gFAgE8PT3x448/4vnz5+jTp4/Sfuzbtw93797FjBkzUL9+fZibm8PU1BR169bFiBEjcPbsWVy7dg329vac1QoAyB0Vwlfr1q3x119/YcSIEXJXZhBXp04drFu3Dk+ePIG7u7vCug4ODnj06BF2796NQYMGoVatWjAzM1P5yq+qDAwMcPHiRSxfvlzu1X19fX0MHDgQ9+/fx7hx41RuoyIf26pVq3Dv3j34+PgoXFq0WbNm+O+//3D69GneS/Fqyv79+/Htt9+iUaNGSp8TMzMzjB8/Hs+fP8dXX32lkf6I5xs6ceIE0tLSeO3XqFEjPHv2DJs2bULv3r3h7OwMExMT3q/zjBkz8Pz5c4wYMQKGhoZy63l4eGDXrl24ffs2qlevzuvY3t7eePHiBVatWoVu3brBwcEBxsbGSvdzc3NDSEgIxo8fL/f9ZGVlhRkzZiAsLIwzEo6UTUJCAvu3iYkJ7yWvx48fj0ePHmHw4MFyR5k5ODhg6dKluHfvnkq5hiwtLXH8+HGcOHECXbt2VfqebtiwIbZu3Yp79+7Bw8ODdzsAsGDBAty/fx/9+/eX+zj09PTQr18/PHjwgDMKShmGYTjJbb/55htO0mkCpOQWYsaF18gTipRXVqCGmQGmttDs0vKEkBI0zYdwVMnhVYTIIBKJEBYWhvDwcKSmpiIzMxMmJiawtrZGnTp10KhRI9jY2Gis/c2bN3NODN+/f89Znai83r59i5cvXyImJgYZGRkoLi6Gubk5atasCU9PT5V/RGtbXl4egoKC8OLFC2RlZaFatWqoWbMmOnbsqNHXSVPS09Nx69YtxMfHIy0tDebm5rC3t0f79u3h7Oys7e7JlJ6ejqdPn+Lt27dISUlBbm4ujI2NUa1aNTRs2BCenp4aX36WYRg0adKEnfLi5+cnlQRa03Jzc3Hr1i3ExMQgNTUVxsbGsLOzQ6tWrThTFCpSSkoKbt68iZiYGBQUFMDe3h4uLi7o1KmTwuAP4S82NpYz1e/HH3/EmjVrVD5OamoqgoKCEBcXh8zMTNSoUQO1a9dGx44doatb/tVUMjIycP/+fURFRSE9PR3FxcWwtLREzZo10aZNG15TevhISUlBcHAw4uPj8fHjR1hbW8PJyYmdhqmqq1evslN6zM3N8e7dO4VT5D5Hl96kofdB+Qnu+WhRwwz/DG6ABtVlrxJFSGVWFc9DKZhCOKrim5iQysjLy4tdeYI+T4Tw999//2HEiBEASnKJREZGKhzpQ4g6+Pv7Y/LkyQBKVpl5+/YtneyrkY+PDy5fvgwAWLp0KSffFimx9UEcZl/i5vXxcrGEsb4uBABqWRmhhpkBBAAsDPVQr5oJDHT/N1KphpkB6lfjPyKPkMqmKp6H0q8TQghRs0uXLnGW8Ozfv78We0NI1TJs2DC0aNECjx49QkxMDA4ePFimKV6EqOLKlSvs3z/88AMFUtQoNDSUDaTY2NhIJXwmJSLS8jjlLxrZ4d8hDbXUG0IIHzRZkRBClBCJRDh+/DhntQZ5goKCMHbsWM62GTNmaKprhHxyBAIBNm3axJZXrFiBoqIi+TsQUk4Mw+D69esAgJo1a2LOnDla7tGnZcmSJezfv/zyS7lziH1qniRm49fgd9jygLtimoeN8txKhBDtomAKIYQoIRKJMGzYMHh4eGDRokW4evUqPnz4AKFQCKFQiMTERJw7dw7jxo2Dt7c3UlNT2X2nTp0KT09PLfaekKqnc+fObFAyMjISf/75p5Z7RD5lT58+RWJiIoCSKSh8EgQTfm7evInz588DADw9PTlL2xMgMPojWu4JwQ/X30rdR8EUQio/yplCOKriXDVCNE0oFMpd2UCRzp074+LFi1pfsYUQQgghlc9XZ15ib9gHqe0CABEz28KdAirkM1IVz0NpZAohhCghEAhUWsXE0NAQ8+bNw9WrVymQQgghhBCZknKlpzAa6gqwvoc7BVIIqQIoAS0hhCihq6uL5ORknD9/Hrdu3cLjx48RHR2NtLQ05Ofnw8zMDNWqVUOjRo3g7e2NMWPGqHUZZEIIIYR8ejILhJxydRN9PJ/WGnamBlrqESFEFRRMIYQQHszMzDBy5EiMHDlS210hhBBCyCcgq7CYU17f3Z0CKYRUITTNhxBCCCGEEEIqWFYBN5hiYairpZ4QQsqCgimEEEIIIYQQUsEyC7nTfMwNKJhCSFVC03yITAkJCXBycpJ53/z58zF//vwK7hEhhBBCCCGfDsmRKeaGdGpGPm1+fn7w8/OTeV9CQkIF96b86BNLZBKJRIiPj5d5X2ZmZgX3hhBCCCGEkE+HUCRCnlDE2UbTfMinLjMzU+45ZlVEwRQik46OjtzVSCwsLCq4N4QQQgghhHw6JEelADTNh3z6LCws4OjoKPO+hIQEiEQimfdVVhRMITI5ODggLi5O290ghBBCCCHkk5MpI5hiQdN8yCdOUboIJyenKjdqhRLQEkIIIYQQQkgFypJIPgsAZjQyhZAqhcKfhBBCCCGEEFIOhcUipOUV8a7/MjWXUzbV14GOQKDubhFCNIiCKYQQQgghhBBSBkXFIvwU8Ba7QhNkTt3hi6b4EFL1qO1Tm5qaitevXyM2NhaJiYnIycmBSCSCpaUlqlevDk9PT9SrVw8CNUdcY2Njce/ePcTExCAvLw9mZmaoXbs22rdvD1tbW7W2BQAZGRkIDg5GZGQkMjMzYWhoCEdHR7Rq1QoeHh5qb6+oqAj37t1DeHg4UlNTIRAIYGdnhyZNmqBly5bQ0aGZWoQQQgghhGjDvMuR2BbyvtzHoeSzhFQ9ZQ6mhIWF4dy5cwgKCkJoaCivdaGtrKwwevRozJgxA02bNi1r0wCAU6dOYe3atbh7967M+3V0dNC9e3csWbIEXbp0KVdbQMnjXbFiBc6cOYOiItlD+Bo1aoTvvvsOEyZMKHfQKDk5GatWrcK+ffuQkZEhs469vT2mTZuGhQsXwszMrFztEUIIIYQQQvh7lJCllkAKAHRwslTLcQghFUfAMAxTlh2//PJLHDhwoEyN6ujo4JtvvsHatWthbGys0r45OTmYNGkSjh49ynufOXPmYMOGDdDTK1vsaM2aNVi6dCmEQulEUbJ4e3vjyJEjZR4Zc/HiRYwdOxZpaWm86ru4uODYsWNo1apVmdoTV5pF2dHRkVbzIYQQQgghRI5vL0di0/3y/V52sTBEVzcrbOxZB9bG+mrqGSFVT1U8D9XI5DwDAwOYm5ujoKAAOTk5kIzXiEQibNmyBWFhYTh79izvURV5eXno27cvbt68KXWfQCCAhYWFzFEcW7ZsQWJiIg4ePKjyiJGFCxdi/fr1Mu8zNzdnpzOJCwwMhJeXF27duoVq1aqp1N6pU6cwfPhwmYEbExMTCIVCFBYWcra/e/cOXbt2xbVr19CmTRuV2iOEEEIIIYSoLjAmnVOe0swB67rX5r2/oa4OTGl6DyFVVrkTbtSoUQOjR4/G9u3bcefOHaSlpaGgoAApKSnIyspCdnY2goKCMHfuXKlRKDdu3MC0adN4tzVnzhypQEqnTp1w8eJF5OTkID09HZmZmTh8+DAaN27MqXf48GGsWbNGpcd24MABqUCKm5sbdu3ahY8fPyIzMxN5eXm4desW+vXrx6n34sULjBkzRiqQpMirV68wduxYTiDF1NQUS5cuxbt375CTk4O8vDy8fPkSc+bMga7u/758s7OzMWTIEKSkpKj0GAkhhBBCCCGqeZ6cg8eJ2ZxtE5raw8ZYn/eNAimEVG1lnuZz8uRJ2NraokOHDrxHe7x58wa9e/dGZGQkZ/vNmzfRuXNnhfs+ePBAatTFxIkTsXv3bk5QoVROTg6GDBmCK1eusNsMDQ0RGRkJJycnpX3NyclB7dq1kZSUxG5r3rw5Ll26JHf6zuLFi7F69WrOtqNHj2L48OFK2wOAfv364fz582zZxsYGFy5ckDva5MyZMxgxYgQKCgrYbbNmzcLWrVt5tSdLVRxeRQghhBBCSEW5EZMO7/2POduM9XTw8btOMNSjxSEIKYuqeB5a5k/74MGD0bFjR5Wmzbi7u+Ps2bMwMDDgbN+/f7/SfRcvXswpN2nSBH/++afMQApQMqLj8OHDqFGjBrutoKAAv/zyC6++bt68mRNIMTExwX///acwD8qqVavg4+PD2bZ06VKpaUCyBAcHcwIpALBt2zaF03YGDBiAZcuWcbbt2rULMTExStsjhBBCCCGE8BcQ/RHt/EOkAikAMLyBLQVSCPnMVPgnvl69ehg4cCBn240bNxTuExoayhlhAgCbNm2Cvr7iJE3W1tZYuXIlZ9vevXuRnJyscD+hUAg/Pz/OtgULFqB2beVzILdu3coJML148QKnT59Wut+6des45c6dO2PUqFFK91u4cCFq1arFlgsLC7Fx40al+xFCCCGEEEL4ic3IR69/n+BefJbUfYa6Aizu5KqFXhFCtEkr4dN27dpxyu/fK15S7MSJE5yyh4cHunXrxqut0aNHw9zcnC0LhUKcPXtW4T43b95EamoqW9bR0cHXX3/Nq706deqga9eunG2S/ZeUk5ODy5cvc7bxzSWjp6eHSZMmcbadPHmS176EEEIIIYQQ5a5GfYRQJDs7wsmRjVGvmkkF94gQom1aCaaIBzcAKJ0Gc+rUKU555MiRvNsyNTXFgAEDFB5PWXvt27eHs7Mz7zZHjx7NKZ87dw7FxcVy61++fBn5+flsWV9fH0OGDClzezExMXj8+DHv/QkhhBBCCCHyvcsskNrWysEcOT90Rm931VbvJIR8GrQSTImPj+eUFQUqUlJS8OTJE862jh07qtRehw4dOOXr168rrC95f3nbS01NVRjckGyvefPmMDHhH9328PCQyuVy7do13vsTQog8bm5uEAgEEAgEmDhxotb6ERgYyPZDIBAgMDBQa32pKBXxmCdOnMge383NTWFd8b74+vqqvS8AEB0dzWln3759GmmHEFXe+59S26Ts3mXkc8qWhroIHNcMJvq0Ig8hnyutBFMkp9komrLz4sULqW1t27ZVqT3JaUVZWVlyMwQXFxfj9evX5WqvYcOGsLCw4GyT9ThKhYeHl6s9Wfsoao+QiiJ5YlR64ztNT9L79++hp6cndTxvb2/1dpwQQj4h7du3Z78vKa8aIWUTKzEy5ccOLrS0MSGfOb2KbnD79u149OgRW9bV1cU333wjt/7Lly85ZUtLS9jY2KjUpqzEsS9fvpS5RPLbt29RWFiodH9FSq80iI+okXwckn0pT3uy9lHUHiHaFhgYiNjYWJWmzwHAP//8o3DKnLaIX6X39vam4A75rEVHR3NGlEycOJGuvmtRUlIS7t+/z5YlFwEghPDzLpM7MsXZwkhLPSGEVBYVFkzJzs7GunXrsHr1as72ZcuWoWHDhnL3kxwl4uLionLb1tbWMDU1RU5ODrvt1atX6NGjh9L2ytqms7MzJ5jy6tUrmfWys7OlEvCWtT1x8tojpDJgGAb79+/HokWLVNrv77//1lCPymf58uWcMgVTyOcsOjqa85nw9vamYIoWnTlzhs1N17BhQ7i7u2u5R4RUPQzDSI1McbE01FJvCCGVhdqCKQzDYOfOnZxtBQUFSE1NxZMnT3D16lVOMENHRweLFy/Gzz//rPC4aWlpnHKNGjXK1D8HBwdERkay5Y8fP/JqT19fX+WRMKXtiZPXnqztZXmMku2lp6erfAxCNM3ExAS5ubkAoHIwJSQkBM+fPwdQsoqVjo6O1Cgyon7R0dHa7gKpJBhG9ioW6uTm5lYh7XxOTp8+zf4tmZD/c7Zv3z6t5eTRZtukbNLyhMgt4i6Y4WxBwRRCPndqC6YUFxdjxowZyhvU00OfPn2wZMkStGnTRmn97OxsTlmVxKzijI2NFR63srRX1jYl2xMKhcjPz4eREQ1BJJXHgAED8N9//6G4uBgvX77EgwcP0Lp1a177/vXXX+zfPj4+uH37NgVTCCFEgfz8fFy9epUt0xQfQsomVmKKjwCAozkFUwj53FV4zpROnTph2LBh8PT05FVffDQLgDIHBySDDZLHrSztlbVNyfZKj13W/ickJMjMKcPX/PnzMX/+/DLvTz5NNWrUQM+ePXHx4kUAJdN2+ARTioqKcPDgQbY8fvx43L59W2P9JISQT8HVq1fZ0YC2trZSCfkJIfxILovsYG4AfV2trONBSKXl5+cHPz+/Mu+fkJCgxt5UjAoPpgQGBiIwMBA//fQTtm3bhsGDByusn5eXxykbGBiUqV1DQ270WPK4laW9srYp2Z6iNvkQiURSS1irIjMzs8z7kk/b+PHj2WDKoUOH4OfnB319fYX7nD9/HikpKQAAKysrDBw4EFOnTtV4XwkhpCoTn+LTr18/6OjQyR8hZSGZL4Wm+BAiLTMzs1znj1WR2oIpenp6UvOcs7OzkZSUhEePHuH48eM4duwYOyw/ISEBQ4YMwa+//oqFCxfKPa7kyIqyDusvKOB+CcobsaHt9srapmR7itrkQ0dHRyoPiyokl4YmpNTgwYNhYWGBzMxMpKSk4Pz58xg0aJDCfcSn+IwYMaJc7+3i4mKEh4fj5cuXeP/+PbKzs2FiYgIbGxs0adIEnp6e0NXV7lKHxcXFePDgASIiIpCUlITi4mLY2tqifv36aNOmjdr6l5+fj1u3biE2NhaJiYkwNjZG3759Ubdu3XIfOycnB8+ePcOrV6+QkpKCvLw8WFhYwNbWFq1bt67USTArou9xcXG4ffs24uPjoaurCycnJ7Rq1UptiVoZhsG9e/fw/PlzJCcnw8bGBi4uLvDy8pI5kvFTUVRUhODgYLx58wbJycnQ19eHnZ0dPD090aRJE7W1wzAM7ty5g4iICCQkJMDMzAy1atWCl5cXzMzMynTMiIgIPH78mP1e0tPTg5mZGZydnVG3bl3Uq1cPAoFApT6ePXuWLZdlio9QKERwcDCio6ORkJAAPT09dO3aFS1atFC436tXrxAaGork5GRkZ2ejWrVqcHV1RadOnWBqaqpyPyqTxMREhISEICoqCpmZmWAYBqampnBwcIC7uzuaNGlS5gtxfMXGxuLOnTtISkpCVlYWbGxs4OTkhM6dO6v191dSUhKCgoIQGxuL/Px82Nraom3btgoXjlAkOzsbjx49wsuXL5Geno7CwkKYmJigevXqqFWrFpo2bQpLS0u19V9VYYnZOPg8EaEfsiEUcc9potK503xcaCUfQqRYWFjA0dGxzPsnJCSwCdOrDKYCvXjxgmnWrBkDgHM7ffq03H1GjhzJqTto0KAytd2kSRPOcX744QeZ9bZt28apZ2lpWab2Zs+ezTlO27ZtZdYLDw+Xej5CQ0NVbu/YsWNSx8nLy1P5OI6OjgwAxtHRUeV9CZEUFRXFeU/OnTuXYRiGmTx5Mrtt2LBhCo+RmprKGBgYsPVv3brFMAzDWFpastu8vLwUHuPjx4+Mv78/M2DAAMbCwkLqsyL5mV+wYAHz4cMHhcecMGGCwuPIuk2YMEHhMePj45kZM2Yw1tbWco9hZWXF/PDDD0xaWprCY5US33fZsmUMwzBMWloaM23aNJnPxcaNGzn7u7q68u5/dHQ0s27dOqZjx46Mvr6+wufCzc2N2bx5M5Ofn8/rcQQEBHD2DwgI4LUfX5rsu7jw8HCmZ8+ejEAgkDquQCBgunXrxv4PKOtj3rdvH+Pi4iL3/T137lwmJyeHYRju+9jV1VXhcWW9l8SJv1f43vz9/TnHkPzOkLxfnvj4eObrr79mzM3N5bbl5OTE/Pbbb7xfNy8vL5nfMTt27GBq1aolsw1DQ0Pm22+/ZbKysni1UVxczGzfvp2pX7++0ufK0tKSGTFiBBMSEsLr2Pfu3eP0Kzs7W2Y9WZ/xvLw85ocffmBsbW2l+lH6PS4pNzeXWbduHePm5ib3MRgYGDAjR45kXr58KbffQqGQ/S0CgGnZsiWvxyvuzJkznHZ37NghVUeV9z7DMMzVq1cZLy8vmZ9dycfo7e3NHDlyRO6xVG271OHDh5mmTZvKbVtfX5/p168f79+R8r5jYmJimKFDh8r9LmzatClz7do13v2OiIhgRo8ezRgZGSl87gQCAdOkSRPml19+4X1sdVlxM4rBLwG8b/MvR1R4Hwn51FXF89AKHe9Zv359XL9+HfXq1eNsnz17NoqLi2XuI3mFp3Tur6okp7zIu3Ikub2sU2XK2h5Qtsco2Z6enh4lnyWV1vjx49m/z549K3e1KwA4ePAgO1qrdu3a6NSpk8rt+fr6YtKkSThz5ozSKWgZGRnYsGEDPD09ERQUpHJbZfXXX3+hTp062L59u8LnIz09HevWrUOjRo0QEhKicjuPHz+Gp6cndu7cqfbpeIMGDcIPP/yAoKAgFBUVKawbHR2NuXPnokuXLlLLw2tDRfT96NGjaNasGa5cuSJzxRqGYXD9+nW0b98e//77r8qPQSgUYtSoUZg4cSLevXsns05GRgY2b96MNm3aIDY2VuU2KqNTp06hbt262LVrF7KysuTWi4uLw8KFC+Hp6YmoqCiV2ykoKMCwYcMwffp0ufsXFBRg48aN6Natm9JV9XJyctCrVy/MmDEDL1++VNp+RkYGjh49isuXL/Pq75kzZ9i/u3XrxntESExMDFq1aoV169YhOTmZ1z4hISGoV68efvjhB4UrgBUWFuLIkSNo2rQpZ8ShOF1dXc7/iJCQEDx79oxXP0r5+/uzfxsbG2P06NEq7S/pxx9/RI8ePXDjxg2lq00VFhYiMDAQe/bsKVeb4rKzs9GnTx+MGjUKT548kVuvqKgI586dQ8uWLbFy5coytXXlyhU0a9YMx48fl/td+OTJE/Tq1Qt///230uOdPHkSjRs3xqFDh5Cfn6+wLsMwePr0aZn7XlaPP2TB92a0Svu4W3+6I/wIIfxVeM4Ua2tr/P777+jVqxe7LSYmBufPn5e5ZJ+1tTWn/OHDhzK1K7mf5HHlbS8sLERaWprKyyNLJtDh2x5Qtsco2Z6VlZXKxyCkonTp0gVubm6Ijo5GQUEBDh8+jOnTp8usK/5jbdy4ceVu28bGBp6enqhbty6sra1hZGSEzMxMRERE4MaNG2yAITExEf369UNoaChq1aoldRxdXV12uo14MFggEMjNSyBves7atWvx008/cba5u7ujY8eOqFmzJnR1dREbG4vr168jLi4OQMln3svLC3fv3kXjxo15PfaUlBQMGjSIPYlu0qQJOnXqhOrVqyM1NRUPHjxQaRqBIq6urmjcuDFq164NCwsL6OjoIC0tDc+ePUNQUBCEQiEA4P79+xg0aBCCgoI0PjSeL030/dKlSxgzZgy7L1AyHLZPnz5wd3dHXl4eHj16hFu3biE/Px+TJ0/GmjVrVOr35MmTceTIEc62evXqoVu3bqhWrRoSExNx+fJlxMTE4Pnz5xg1ahRq166tUhuK6OnpQVdXFwzDcIbp6ujoyH1flTeHx3///YfRo0dzPoMWFhbo3bs33N3dUVhYiCdPnuD69etsnVevXqF9+/a4e/euStOqpk2bhuPHjwMAXFxc0L17dzg6OiI/Px8PHjzAjRs32LoPHjzAvHnzFC5/O3PmTFy7do0t6+rqol27dmjatCmqV68OgUCA9PR0REZGstN/VCGeL4XvFJ/8/HwMHTqUXYa+Tp068Pb2Ro0aNZCRkYEnT55IvWbXr1/HwIEDOQn1q1evjs6dO8Pd3R0mJiZITk5GUFAQGwgoLCzExIkTIRKJMGnSJKl+TJw4kfP+37dvH9avX8/rMaSmpnKmNw0dOrRcU0f8/f2xbt06zrYGDRqgbdu2qFmzJgwMDJCZmYm4uDg8efKEV2BMFQUFBejevTvu37/P2d6sWTN06tQJVlZWSEhIwKVLl9j/DyKRCD///DOys7Oxdu1a3m09ffoUixYtQnZ2NvT19dGlSxc0bdoUZmZmiI2Nxfnz55GUlASg5P/etGnT0KZNG9SvX1/m8V6+fInRo0dzpqI7ODigc+fOcHNzg4mJCXJzc5GUlIRnz54hLCxMaTBbnfKKirHsZjR+u6NaYNneVB9D61fXUK8IIVWKNobDiEQipmbNmpyhfd9++63Mujt37pQa5qqqtLQ0qaGEly9flln31atXUnXLMu1GchjmokWL5NZ1cHDg1JUcZs/HnDlzOMfo0KGDysdgmKo5vIpUXvKm+TAMwyxZsoTd3r59e5n7v3jxgrP/mzdv2PtUmeazevVq5vvvv2dCQkKY4uJiufXy8/OZDRs2cKYV9e7dW+njFO+jrOkPily4cIEzbLxevXrM1atXZdYtKipi/vjjD85Q6fr16zMFBQW8+qarq8sAYFxcXJjr16/LrC95LFWm+YwZM4bZuHEj8/btW4X1EhMTOVO9ADBr165VuI+mp/losu/p6elS//MmTpzIZGZmStV9/Pgx06BBA3ZqBt/HfOTIEU5dMzMz5t9//5WqJxKJmD/++IMdvi/eRnmn+ZQqz2ulyjSfmJgYzvcAAObrr7+W+by+fv2aadu2Ladux44dGaFQKPf44tN8Sr8TTExMGH9/f5nfI4GBgYyVlRWnjdevX8s8dnR0NKde69atOd9vsoSFhTELFixgtm/frrCerOPHxcXJrSv+GS/9jrC2tmaOHj0qs774d0RcXBxTvXp1zm+0P//8U+530rVr1xhnZ2e2vrGxsdwpPx07dmTr2dvbM0VFRUofN8MwzObNmzmPXd73Kd+pNuJTumxtbeV+d5aKjY1l/Pz8mJkzZ8qto8o0n3nz5nEej6Ojo8zHVFxczGzcuJHR09Nj6woEAub8+fNyjy35WS19n/v4+DDR0dFS9bOzs5mxY8dy9hk7dqzc40+aNImtp6Ojw2zdulXhZy4jI4P5999/me7duyt8TtTlmwuvZU7hqb/tHrPpXiyzWcZtb+h7JiFL9SmehBDlquJ5qFaCKQzDMH379uV8GQ8ePFhmvRs3bkgFN1JTU1VqKyQkROoY7969k1m3qKiIcyIFgDl27JhK7YlEIqlcBH///bfc+l27duXUnT17tkrtMQzDDBgwgHOMyZMnq3wMhqmab2JSeSkKprx+/ZpzX0SE9Pzjn376iXPiI06VYIqqxE9MBQIB8+LFC4X1+Z5kSsrLy2Nq1KjB7tuiRQsmPT1d6X5nz57lBGD27NnDq28AGBsbG5k/kuVRJZiiqpkzZ7LHdnJyUvgjW9PBFFWp0vdFixZx+j5u3DiFx05ISOCccCp7zEKhkFNfR0dH7gWDUv/884/U8ataMGX8+PGcurNmzVJ47MzMTMbT05P3/2bxYAoARk9Pj7lx44bCNg4cOMDZZ+nSpTLr7dmzh/N6qfKZ5GPLli2c7xVFJHPdGBgYMA8fPuTVzuDBg9n9rK2tmSdPnijdJzo6mpOLRd7nYffu3Zx+KcqvJ6558+ac97RIJJJZj09A482bN5w+7N+/n1cflOEbTImMjGR0dHQ4z/GrV68UHvuvv/7i9LlOnTpynwPJzyoApk+fPgoDV4WFhUzDhg3Z+kZGRmwOJkni30tfffWVwn5XtJj0PEZ/VaBUIMV96x0mr0j+9zkhRHOq4nmo1tbIkxxyKS9PiKyM4ffu3VOprbt373LKZmZmcHJykllXT08PHh4e5WrvxYsXUrkIGjRoILe+5GNUtT1Z+yhqj5DKwMPDA+3atWPL+/fv59wvEok428Tn0GvaiBEj0KhRIwAAwzA4d+6cRtr566+/2Gl9urq6+Pfff3kNR+/Xrx9GjBjBlrdv3867zTVr1sDV1VX1zmrA0qVL2SkDcXFxePz4sXY7pAK+fS8qKuLkTqhWrRq2bNmi8Ng1atTAxo0beffl/PnznPwnEydORM+ePRXuM3bsWPTv3593G5VNUlISDh8+zJbd3Nzw22+/KdzH3Nwce/bs4Uw52rx5M+82v/nmG3Tp0kVhnVGjRqFGjRps+c6dOzLrJSYmsn/b2tqq/TMpni9F1VV8FixYgJYtWyqt9/LlS5w6dYot//bbb7xWTHJ1dcXy5cvZ8sGDB2Xmlxk5ciRMTEzYsngeFHmePHmC0NBQtjxhwoRyTV0Uf50AoFWrVmU+Vlls3bqVM2Vu9erVSldbGz9+POc1j4yM5P0/zMjICHv37oWenvwsAPr6+pg1axZbzs/Pl/v9J/78VfRzp8zfTz6gSGLFHjMDXfw7uCGM9LS7oh8hpOrQWjAlNTWVU7a1tZVZr3r16lL/nFVNCilZv1u3bgr/uXbr1k2t7dnY2KBZs2a82wsNDVUpCW3p8qniunfvznt/QrRFPEDyzz//cBL7iecHMTIywsiRIyu0b+LfO2UJcPIhng/Gx8dHKjm3IuIJFR89esQrmayZmRm+/PJL1TqpQfb29rCzs2PLmnqeNYFv3+/cucM5oRg3bhyvnFZDhw6Fs7Mzr76cOHGCU54zZw6v/ebOncurXmV08eJFTh6GGTNm8FryuWXLlpz/uSEhIYiPj+fVpvgJpDy6urro2LEjW37x4oXMeuLJ55OSktSahDkzM5OTv0XVYIq8/FWS9u/fz35nW1tbq5TTauTIkezvMKFQiNu3b0vVMTc3x/Dhw9ny2bNnkZKSovC44gEXgUCAiRMn8u6TLJKLBIgHaiqCeLDK2tpaZn4ZWRYuXCj3OIoMGzaMEwyURzKoyOd9XtHPnTJnIrjnIZ2cLZEyvyPaOKpvaWlCyKdPK8EUkUiER48ecbbVrFlTbv1BgwZxypIJ9hTJzc3lJCKTdTxl7d25c0elVQ/Er5YBJVeRFUX5fXx8OCvvFBUVSf04VqU9FxcXNG/enPf+hGjL6NGj2cSdb9++5fygFg80DBgwQG1JlYODg7Fw4UL07NkTtWrVgo2NDQwMDKCnp8e5iX+uSoM66pSbm4sHDx6wZWVXvCWJj6ATiUQKV3go1aZNG86VXk0pLCzEiRMnMH36dHTo0AFOTk6wtLSEvr6+1PMsnnBbE8+zqtTdd8mRkXxHgwgEAt51xdtwcnKCp6cnr/26desmd6W5yk5yxIey/+vihg4dyikHBwcr3cfBwQF16tThdXzxpLbyVvRp06YN+zfDMBgyZAgiIiJ4HV+ZixcvsiugOTk5qfR7oHbt2nBxceFVVzxg07ZtW5USSFerVo2T2F/eyIbJkyezfxcVFeHAgQNyjyl5v5eXl8zk4aqoX78+zM3N2fKcOXM4SYM1KTExkbNqlI+PDwwNDXnt26lTJ85FSj7vcYD//yHJxM183ue7d+/G1q1bKzTBrDxJOYW4/5678teyzq4w1NPaNWZCSBWllW8NWVcXevToIbf+kCFDOOWIiAhcv36dV1uHDh3iXLHV09NT+gPVy8uL809eJBJh165dvNqLjIyU6tvgwYMV7mNqaio1JHvnzp282hMKhdi7dy9nmyo/KgnRJmtra87nsTSAkp2dza6aAahnik9wcDA8PT3RsWNHrF+/HlevXkV0dDQ+fvyIoqIiFBcXc27io2QULVVcVs+ePeP8qFy0aJHUybqim+RoN8nRfrLIW3FBnfz9/eHk5IShQ4di586duHPnDuLj45GZmQmhUCj1PIvTxPOsCk30XfKKLd9ABwCFIxpLMQyDV69elen4Ojo6vKZlVEbij9nU1FRqeq4iLVq04JT5rL7i6OjI+/jiSxBnZ2fLrNO2bVu0b9+eLd+/fx/16tVD586dsWrVKty4cUOlEarixFfxkbVKoiKqfEeIXxS7dOmSSt9fenp6nO8sed9fXbp04aw4pWh1pHPnznGWchYPxJSVvr4+vvnmG7ackpKCHj16oH79+vjuu+9w+vRp3stHq0r8PQ5A5Ytk4u/zV69eKV3SGeD/PpdcZlve+3zevHns3yKRCLNnz4ajoyO++uor7N+/H2/fvuXVnroFxWZwyqb6OujiaqWVvhBCqrYyBVPEh9aqKjk5Gd9++y1nm42NDby9veXu06JFC6lpK/PmzVMa3U5PT8fixYs52yZOnMgZmi2Lnp6eVB83bNjAuUIgzzfffMP5h1WvXj1ewY3vv/+eU75165bUiBNZ1q9fz+mXvr6+VN8JqczEAyVHjx5Ffn4+jh07xi6zaWdnh969e5erjWPHjsHLy4vX6A1Z8vPzy9W+LJIBZZFIJHWyruwmLiOD++NQFk0vmT5//nxMnjy5zCcXmnie+dJU38WDLDo6Oqhenf9ymvb29krrZGRkcHIqKPv/VpY2KiPx59XOzk6lJZYlpzHwCeJJnjwqwjdHx+HDhznBC4ZhcPv2bSxZsgTe3t6wtLRE+/bt8fPPP+Pp06e8jikUCnHhwgW2rOoUH77fEbm5ucjLy+P0XRPfX5JTdR4/fix3FIv4FB9zc3MMGzaM12NRZvny5VIX9V69eoUNGzZg0KBBsLOzQ4MGDdilrsU/j+Uh+b7kM/1GXv3i4mJkZWUpqF2C7/tc8j0uL1Dj4+ODdevWcT6fycnJ2Lt3L8aPHw93d3c4ODjgiy++wL///stZXluTguK477d2jhYw0KVRKYQQ1ZXpm2P27NmYNWsW3r17p9J+jx8/hre3t1QkesWKFUqHh65atYpTfvr0KaZOnSr1D7lUTk4ORo0axRmGbWhoiKVLl/Lq67x58zhDJHNzczF8+HCFP7SXLFmCS5cucbatWLECurrKE1l16tRJ6oRx5syZnGkAks6ePQtfX1/OtilTppR7WCshFalv377sCWZGRgZOnz6Nv/76i73/iy++UDhNTpmYmBiMGzcOQqGQ3da+fXts3LgRt2/fRmxsLLKysiAUCsGUrHAGhmEwYcIEtj6fK3qqkjcsuqz4/IDX19dXa5vijhw5wkmaqquri2HDhmHv3r0ICQlBYmIicnJyIBKJOM+zeOJNTTzPfGiy7+JXbFWdYsXnxEbyirAqJ/1lqV9ZiJ8YqvoYJKc28TnJ1ARnZ2eEhIRg9erVMpPiC4VC3L17FytXrkTTpk3RvXt3pQHhoKAgpKWlASh5nF27dlWpT3y/Iyry+2vChAmck3FZo1OSk5M5QaRRo0apbUqjvr4+jh07hoMHD0qNair18uVLbN++nR21ospUbXkk35dV9X3+/fffIzg4GP369ZP5e/jDhw84dOgQxo4dC2dnZ6xZs4bz/1oT7sRxc4x1dFae+J0QQmQpUzClsLAQ27Ztg5ubGzp37oz169cjICBAapgmwzCIiorCkSNHMGzYMLRq1Qrh4eGcOt26deOV7Kxt27ZSibf27dsHb29vXL58mb0qmJ2djaNHj6Jdu3a4fPkyp/7ixYt5J/QzMzPD+vXrOdsePXqENm3aYO/evewPicLCQgQFBWHAgAFSAZ8ePXpwVtxQxs/Pj/PPPy0tDV27doWvry87H18kEuH169eYN28eBg8ezBklVKNGDangCiGVnb6+PieZ6q+//orAwEC2XN4pPuvWreNcQd20aROCg4Mxb948dOzYEU5OTjAzM5P6kSdv2LK6SP7Q3759O+dEXdVbeRMtlpf4d4+pqSlu3LiB//77D5MmTUKLFi1gZ2cHExMTqSuamn6e+dBk38VPaFSdtsHnKq3kCZOqV3Yr6kqwuonnsVD1MUi+buLHqmgmJib46aefEBMTg7t372Lt2rUYNGiQzBFM169fR9u2bXHx4kW5xxOf4tOrVy/eOTbK0m9xo0aNKtf3l6LpOy4uLpykwf/++6/UyOR//vmHs41vola+BAIBRo8ejZCQELx+/Ro7duzAl19+yZmCVCoiIgJDhw4t9+8xyfdlVX6ft23bFmfPnkVCQgIOHjyIWbNmoXnz5lL/dz9+/IhFixahX79+Gs2tEpGWxym3rqm954YQUrWV/XIv/jckVTxppK6uLiwsLCASiZCVlaXwakPXrl1x5swZXiM3gJIl4l6/fs1ZLef27dvw8fGBQCCAhYWF3KGiw4cPl5ryo8z48ePx+PFjzhXL6OhofPXVV/jqq69gYWGB7OxsmY+xXr16+Pfff1Vakq9BgwbYv38/Ro4cyY64ycnJwfLly7F8+XKYmJhAKBSyieXEmZqa4vjx4yoP8SakMhg/fjy2bt0KoGR1jVKNGjWSeyWQL/ElQr29vXmvYCK5JKa6SZ4sKVulojJ78+YNJzfI999/z1nRRJ7CwkK1X+FWlab7bm1tzf4tEomQkpLCe6oPn/egpaUldHR02P9Dkiu7qaONykj8eU1KSgLDMLz/34qPWJU8lrbo6Oigbdu2aNu2LYCS31fPnj3DqVOnsGvXLnYkcH5+Pr788ku8efNG5jLq5VkSWRVWVlbQ09NjRxBo+vtr0qRJuHr1KoCSUShnz57lTL0RD8bUrVsXHTp00FhfPDw84OHhgWnTpgEoST597tw57N27F/fv32frLV++HD169ECnTp3K1I7k+1LyfauMeH1dXV2tBlNK2draYvTo0ewFlMzMTFy5cgX//vsvTp48yX6PXb58GevWrcOSJUvU3ofcomIk53IDNbWslK8ERgghsqh9gmBxcTE+fvwoNY9bnImJCX777TdcuXJFpWGYJiYmuHjxolQmfqDkh4e8QMqsWbPw77//qjSnupSfnx9++eUXmQGfzMxMmY+xc+fOuHHjhtzlnhUZOnQoTp06JfPHXW5ursxAipOTE65fv85JZkdIVdK6dWs0aNBAant5R6Xk5uZyVlnp06cPr/2Ki4s1voxj/fr1OSd/4kGkqkYyUSLfHDehoaFyp2pWFE33XfJ9HRYWxrtvfOoKBALOktqqHF8kEvHOxVHZiD/mnJwcvH79mve+kqsJVkRiZlUJBAI0adIES5YswevXr+Hj48Pel5qayknQXerFixfsikA6Ojro16+fRvso/t4ODQ3V6DS9IUOGcIJH4sGTR48ecaY/qXtUijJOTk6YNm0a7t27JzUahe/iBbKIv8cB1ZcWFq9fr149lS7uVRQLCwsMGzYMx44dY5MYl9q9e7dG2ozNlM776GqpmRFchJBPX5mCKRs3bsTBgwcxYcIE3ksF6urqomXLlti4cSNiYmLw3Xff8R6RIs7MzAzHjh3D8ePHOUuuSRIIBOjevTsCAwOxdevWcuUKWLJkCR4+fIjBgwcrzN3QsGFD7NmzB4GBgeVK6tevXz+8fPkSs2fPVnglwdbWFkuWLEF4eLjC54KQqmDcuHGcso6ODr788styHVNy5ADfK9Dnz59XaUi1+PcC3+BA9erVOSuvXL9+nbPyWFVS1udZlWXuNUXTfW/Xrh2nfO7cOV77MQyDs2fPqtxGXFwc70TLAQEBGplmJfn/VhMBM8mRB6dOneK9r2Q+C02OYlAHQ0NDbNiwgbNNVtBMfIpP+/btVUp2XBbiCwOkpaXh5s2bGmvL2NgYX3zxBVs+f/48OwpLPPGsrq6uWlZ/K6ulS5dyLqSpEtyUZG9vz5lGdOnSJd4LQAQFBXFGqVX29zhQMjVefPXLmJgYjYxcjEnnJgu3MdaDmUG5BuoTQj5jZfr2sLa25gzT+/jxI168eIGYmBgkJSUhJyeHnXZjaWkJd3d3eHp6qi0ZGFBylWLIkCF49+4d7t69i3fv3iE/Px+mpqaoXbs22rdvr9YpL82aNcOJEyeQnp6O4OBgREREICsrCwYGBnByckLLli2lriKUh52dHbZs2YL169fj7t27CA8PR1paGgQCAezs7NCkSRO0atWqTKNtCKmMJk+eDGPj/w21rV69OmrWrFmuY0oGI6Ojo5XuIxKJsHr1apXbKV15QZXlfceMGcOuTJGZmYkNGzZg+fLlKrVdGch6npUtVZuQkIA9e/Zoslu8aLrv7du3h729PTudZv/+/Vi2bJnMKRriTpw4wTvJ++DBgzknlL///juvK+KbN2/mdXxVST6nmljyunfv3jA0NGRPLrdv347Zs2dzvkNkCQ0NxfXr19ly69atVVr2WFskc3PIGqVaUVN8So0ZMwabNm1iy76+vrh27ZrGfpdMmjQJO3bsAFCSnPeff/7BN998g4MHD7J1fHx8yv1/ozwEAgFq1arFLlYg63VSxaBBg9ip5h8/foS/vz+vPIOSwTfJ1YgqKz7v8/KKzuAGU1wtjdTeBiHk86GWUKy1tTU6dOiglci3i4sLXFxcKqw9Kysr9O3bt8LaMzAwQJcuXdClS5cKa5MQbbC3t8e8efPUekxzc3M4OzsjNjYWQEmSwiVLlig84Vq6dCnu3r2rUjtubm7sCaOiFbgkzZw5E7/99hv7w3vVqlVo1qyZSj98MzIyEBERgVatWqnUZ3Vq1KgRp7xr1y707NlTbv2CggKMGzeO13LOmqbpvuvr62Py5MlYs2YNgJLcEvPmzeMEPyQlJSWptMR9v379OO/zvXv34osvvuAk7ZR06NAhzsm3Orm6ukIgELDTPh48eIDhw4ertY3S3AulK39FR0fj+++/x++//y53n+zsbHz11Vec6bl8cyipW1hYGBo0aKB0JcNSkqM+3NzcOOWUlBTcuXOHLQ8YMKDcfVSmdevW6NOnD7uKTmBgIBYuXIj169fznlIiFApx+/ZteHt7K63bpk0bNGzYkF3IYN++fXBxceEsfqDuKT5RUVEwNzfnPconLS0Nz58/Z8uSr5OqZs2ahc2bN7Pv2UWLFqF79+4KA74HDhzgjL7y8PDgPcVVnbKyshAXFydzCq8sDMPg1q1bbNnExKRM0+UVeZ6cg2nnuVMCKZhCCCkPGtZACPmkiQcm3r17h2HDhrFLh4rLyMjAjBkz2FW5VFmGUjxf0f3797F8+XIkJCQo3c/U1BS7du1iTzyKi4sxbNgwLFiwQGEiUYZhEBwcjLlz58LFxQX//PMP775qQu3atdG0aVO2fPToUSxZskTm8pYRERHo1asXewXbyEi7P2Qrou/ff/89HBwc2PK+ffswZcoUmUuVPn36FN26dcO7d+94r8Siq6vLWX1OJBJh8ODBOHz4sFRdhmGwc+dOdulvTaz2YmlpyTmB2r59Ow4dOqT2aWwrVqzgjPDZunUrpk+fLnPq0ps3b9CrVy9OHomOHTtyVhKrSBs3boSrqyt+/vlnpVNBbt68yQkSCAQCznQIADh79ix7wl2nTh3eJ7Dl9ccff6BatWps2c/PD/3791eaiyciIgKrV6+Gh4eHSkF08efh6dOnWLRoEVuuVq2a2kfk3LhxAy4uLpgyZQquXr2qcMnemJgYDBw4kDNFVFaOP1W4u7tjzpw5bPnjx4/o1q0bAgICpOqKRCL8/vvvUgGlzZs3ayVfSmpqKho1aoR+/frh0KFDCpdmzsrKwsyZMzkBwSFDhqi135FpufD6WzrvTGsH7SfmJYRUXTRJkBDySVu4cCH8/f3ZH3IXLlyAm5sb+vbtCw8PDxQWFiIiIgKXL19mfwR7eXnBxcUF+/fv59XGV199hR07drAnM76+vvD19YW+vj7nyvOXX37JDlMvNWjQIPz2229YuHAhu0yon58ftm7dijZt2sDT0xPVqlVDUVER0tPT8erVK4SGhmpk6kR5eDbUpAAA9E9JREFUrFixgnOCt2rVKvz999/ssPvMzEyEhobi9u3bbA6NRYsWYf/+/YiJidFSr0touu9WVlbYu3cvBgwYwJ6M7dmzB//99x/69u2LWrVqIT8/H6Ghobhx4wZEIhEMDQ2xevVqLFiwgNdjGDlyJM6cOcMG1rKysjB69Gj4+vqiW7duqFatGhITE3HlyhVERUUBKAkC1q5dGwcOHFDl6eJl6tSp7ElyVlYWm+/CyMiIky9t586dGDt2bJnacHFxwe7duzF69Gj2ddm5cycOHjyIPn36wN3dHYWFhXjy5AmuX7/OORG2t7fHP//8U6bcbery4cMHrFy5EitXrkSNGjXQokULuLu7w8rKir3/3r17Ujlw5syZg7p163K2iedLqYgpPqVq1aqFY8eOoX///mwQ6/z58zh//jwaN26Mtm3bws7ODnp6ekhPT8e7d+/w6NEjdhQVAE7uKGXGjRuHn376iX0tSxPuAiXTjviO9FFFXl4e9uzZgz179sDc3BzNmjVDw4YNYWNjAwMDA3z8+BFhYWEICgrivMdatmypliXr165di+DgYHaloLi4OHTr1g0tWrRAx44dYWVlhQ8fPuDixYuc5xUoCeRqY1RKKYZh2PeDvr4+GjdujKZNm8LOzg6mpqbIycnBq1evEBAQwAm2WFhYsBc21NWPGRcikJrHDYaZGehiagsHOXsRQggPDCFiHB0dGQCMo6OjtrtCPgFRUVEMAPY2d+5ctR3b0tKSPa6Xl5fCuufOnWOMjIw4fZF3a9++PZOWlsZMmDCB3ebq6qq0Pxs2bGB0dHQUHnvChAly9z958iRjZWXFq4+St++//17uccXrLVu2TOnjkOTq6sqr/wzDMD///DPvPs+YMYMRiUS8jx8QEMDZPyAgQOXHoq2+lzp8+DBjYGCg9PiGhobMP//8o/JjLioqYkaMGMHrMTRo0IB59+6dSu9zVd5LQqGQGTZsmNJ++Pv7c/aT/M6QvF+WEydOMCYmJrxfv7p16zJv3rxRelwvLy/e3zHili1bxmlPFvHnXZXb1KlTGaFQyDlWfn4+Y2ZmVubPhqrvY1nCw8OZhg0blukxtWnTRqW2BgwYIPM4jx49Uuk4fN77/v7+ZXpMbdu2ZZKSksrVtrisrCzGx8eHd/sCgYBZsWKF0uOW53tV2feB5GeZ783e3p65f/8+737w8Swpm8EvAVK3v8MS1NoOIaR8quJ5KE3zITIlJCTAyclJ5s3Pz0/b3SNEJX379kVwcLDC3EO1atXC2rVrERgYyHtFF3Hz589HaGgo5s2bhzZt2qBatWoqXSUdNGgQoqOj8csvv/CaZ+/q6oopU6bg2rVrWLt2rcr91YQVK1bg8OHDcHd3l1unTZs2OHr0KLZt21apluqsiL6PHDkSjx8/Ro8ePWTuLxAI4OXlhaCgoDKN1tDT08ORI0fg7+8PZ2dnmXXMzc0xa9YsPHjwQG4dddDV1cV///2H8+fPY/z48WjcuDEsLS0VrohXVoMHD8br168xZcoUmJmZya3n6OiIdevWISwsTCrRZUVbvHgxVq5ciY4dOyqdaqWrq4tevXrh6tWr2Llzp9RomuvXr7OjQqytrdGpUyeN9VueBg0aICwsDH///TdatWql9PNhbW2NoUOH4sCBAwgMDFSpLVl5UTw9PdG8eXOVjsPHwIEDsX37dvTv358dMaSIp6cn/vzzTwQFBak134eZmRkuXLiAQ4cOcaYlStLT00Pfvn0REhKCn3/+WW3tl4WjoyOOHj2K8ePHw8nJiVf9RYsW4dWrV2jdurVa+/IyJVdq25tZbTGuaQ21tkMIUc7Pz0/uOSafKfKVjYBh/j9DHCEAnJycEB8fr7DOsmXL4OvrWzEdIkTN3rx5g6CgIHz48AE6OjpwcHBA3bp11f7jrbyio6Px8OFDJCcn4+PHj9DT04OlpSXc3NzQoEGDCk28rSqRSIRHjx7h0aNHSElJgZmZGWrWrInmzZsrDFZUBhXV97i4ONy8eRPv37+Hrq4uHB0d0bp1a9SqVUstx2cYBnfv3sWzZ8+QkpICGxsbuLi4wMvLS60r61U2hYWFCA4Oxps3b5CcnAx9fX3Y2dnB09NT4UmoNhUUFODZs2eIjIxEQkICsrOzoa+vD0tLS3h4eKB58+awsbGRu/+MGTPY6YNjx47Veg4loCQR6507d/D+/XukpqaCYRiYm5vD0dER9evXR7169arcaoQMw+DVq1d4/fo13r17x+YAMjc3h6urK5o1a1Zh38vv3r3DnTt3kJiYiOzsbNjY2MDJyQldunSBhYVFhfRBVXFxcQgPD0d0dDTS09NRWFgIMzMz2Nvbo2nTpmjQoIHG3hN7QhMw5dwrtty6pjnuT26pkbYIIYr5+voqXbnS0dERcXFxFdSj8qFgCuEoDaaUnmTKMn/+fMyfP7+Ce0YIIYQQSeIXQQ4dOoRRo0ZpuUeEVC4b7sbiu6tv2HKv2ta4NMZTiz0i5PPl5+cnd5ZDQkICRCJRlQqmUAJaIpODg0OVeRMTQgghn6OQkBA2kKKvr6/VZKOEVFbp+dzEs1ZGdPpDiLYouijPZ4ZEZUPfJoQQQgghVVBxcTGWLVsGoOQiSGWd4kGINkkFUwzp9IcQoh70bUIIIYQQUgW1adMGbdq00XY3CKnUaGQKIURTqlb2L0IIIYQQQgjhKb2AgimEEM2gYAohhBBCCCHkk0QjUwghmkLBFEIIIYQQQsgnSTKYYkk5UwghakLBFEIIIYQQQsgniUamEEI0hb5NSKUjYhik5hZpuxufhGom+tARCLTdDUIIIYSQCldYLEJCdgFnG63mQwhRF/o2IZVOam4R7DYGa7sbn4SkbzvA1tRA290ghBBCCKlwx14ko5jhbnOxNNROZwghnxya5kMIIYQQQgj55Pz9NJFT7uRsCScLIy31hhDyqaFgCiGEEEIIIeSTkpEvxLWoj5xt01vU1FJvCCGfIgqmEEIIIYQQQj4pF96kokj0vzk+BroCDKhbTYs9IoR8aihnCql0qpnoI+nbDtruxiehmom+trsg5erVq+jZsycAoE2bNrh3756We6Q5gYGB6Nq1K1sOCAiAt7e39jpEiIZER0ejVq1abNnf3x8TJ07UXodUkJOTg/DwcMTExCAhIQHZ2dkAAEtLSzg5OaFly5ZwdHTUah9FIhEePXqEZ8+eITExEUKhEObm5nB1dUWjRo1Qp04drfavInXt2hWBgYEAgP/++w/Dhg3TbodIpZRbVIwvTrzgbOvuZg0LSj5LCFEj+kYhlY6OQEBJUz9RRUVFmD17Nltet26dFntDCPlcBQQE4O+//0ZwcDAiIiLAMIzC+p6enpg+fTqmTJkCPb2K++mUnJyMdevW4a+//kJKSorcetWrV4ePjw+2bNkCGxubcrX57t07NGrUiA0qlYqKioKbm5vS/SdOnIi//vqrTG3v2rULU6ZMUVhn7dq1aNeuHQBgwYIF6Nu3L4yNjcvUHvl0zb0UKbVtSL3qWugJIeRTRsEUQkiF2bZtG16+fAkA6N69O43SIJWSr68v+7e3t3eleZ+mp6dj06ZNbHnw4MFo1qyZ1vpTlR07dgz79u3jXT8sLAwzZszAzp07cfTo0QoZCXL48GFMmzYNGRkZSuumpKTgwIEDWLJkSbmDKTNmzJAKpFQmbdu2xcCBA3H69GnExMTAz88Pixcv1na3SCXy+EMWdj9O4GzT0xFgYF0KphBC1IuCKYSQCpGdnY3Vq1ez5R9//FGLvSFEvuXLl3PKlSmYIt43Nzc3CqaogY6ODurXr48GDRrAxcUFFhYWKCgoQFxcHIKCghAVFcXWffz4Mby8vBAUFMRrlEZZrV+/HgsXLuRss7S0RPfu3eHi4gJzc3N8/PgRz549w4MHD5CTk6OWdg8ePIjz58+r5VildHV1edfV0eGXyu+HH37A6dOnAZQ8V7NmzYKVlVVZukc+QfuefJDatrZbbdib0ahnQoh6UTCFEFIhtm7diqSkJAAlQ+Z79Oih5R5pnre3t9LpA4SQimdtbY1x48Zh6NCh8PLygrW1tcx6DMPg7NmzmDZtGhISSq50v3//HlOnTsXly5c10reDBw9yAilWVlZYu3YtJk2aBAMD6ZPB/Px8XLx4Edu2bYNAIChzu2lpaZg3bx6AkqCGra0tEhMTFe+khKurK6Kjo8t1DFk6dOiADh06IDg4GOnp6di4caNUEJR8nkQMg/9eJHO2zWpVEwvaOWupR4SQTxkFUwghGldUVITff/+dLU+bNk2LvSGEfO5++eUXXvUEAgEGDBiAunXronnz5sjLywMAXLlyBU+ePEHTpk3V2q+kpCTMmjWLLdvb2+PmzZuoW7eu3H2MjIwwePBgDB48uFxtz58/nw14T5s2DeHh4eUOpmjS1KlTERwcDKBkCulPP/0EIyMjLfeKaFt4cg7iswo522a01G4CaULIp4uWRiaEaNyRI0fw/v17ACU//MeMGaPlHhFCCH/16tWTSox68eJFtbczf/58fPz4EUBJIOfYsWMKAynqcvXqVTZpbI0aNbBmzRqNt1leI0eOhIWFBYD/5YwhJCg2k1N2sTBEI1tTLfWGEPKpo2AKIUTj9u7dy/7dq1cvWFpaarE3hBCiui5dunDKsbGxaj3+u3fvcPDgQbY8evRodOzYUa1tyJKbm8sZLbhx48Yq8R1tbGyMfv36sWV/f38t9oZo08uUHMy9FIGRx55j+oXXnPs6Olf+9zIhpOqiaT5EpoSEBDg5Ocm8b/78+Zg/f34F94hUVXFxcQgMDGTLQ4cO1V5nVCAUCnHr1i28ffsWSUlJsLKygoeHBzp37gxDQ8MK6UNYWBgeP36MhIQEWFpawsnJCV26dKkSJzrikpKSEBwcjA8fPiAtLQ0WFhZwcHBAp06dYG9vr+3uaVxsbCzu3LmDpKQkZGVlwcbGBk5OTujcuTN7Zb2iFRYW4tmzZ3j58iUSExORk5MDc3NzVKtWDc2bN0fDhg3LlX/jUyT5WolEIrUe39/fn3PMipoOuWzZMrx9+xYA4OPjg9GjR1dIu+owdOhQNgAVFBSEt2/fonbt2lruFalIb9Ly0H5fKNLzhTLvp2AKIZWLn58f/Pz8ZN5XmpusSmEIEePo6MgAUHhbtmyZtrtJqpCtW7dy3j/x8fG89pswYQK7j6urK+/2/P39Oe1FRUXJrevq6srWmzBhAsMwDCMUCpmVK1cyNWrUkPn+Nzc3Z3755RemsLBQaV8CAgI4+wYEBPB6DGfPnmUaNGggs31jY2Nm/PjxTHJyMsMwDLNs2TLO/eruC8MwZfr8i0Qi5ujRo0yrVq0YgUAg87EIBAKmQ4cOzOXLl3n3RVPE3298b6XvGXkOHz7MNG3aVO7++vr6TL9+/ZjQ0FCFx/Hy8lK5b7Jepw8fPjBbt25levTowRgbGyvc397enlmxYgWTkZHB6/mLiori7O/v789rv6pk165dnMe4fv16tR6/bt267LFtbW2Z4uJitR5flpCQEEZXV5f9bnnz5g17n+T7TtF3qbiyfneXRVpaGqOjo8O2t2HDBo22RyqXlJxCxuOPuwx+CZB5s/j1JpOUXaDtbhJCxEj+bpV1c3R01HY3eaNpPkQmHR0dODo6yrxp60oqqZrE8wp4eHigZs2aWuyNYh8/fkTXrl2xZMkSfPggvbQiAGRlZeHnn3/G4MGDUVRUpPY+LFiwAP3798eLFy9k3p+Xl4e///4bzZs3x5MnT9TevjqkpKTA29sbI0aMwMOHD+WuaMQwDIKDg9GrVy/MmjULxcXFSo/t6+sLgUDA3nx9fdXc+/LLzs5Gnz59MGrUKIWvUVFREc6dO4eWLVti5cqVGu/XtGnT8M033+Dq1atsIlV5EhMTsXTpUrRq1Urue/FzIz4FRyAQoH///mo79sePH/H69f+mJzRv3pz3MsFlVVxcjClTprCfuyVLllS5UR3W1tbw9PRkyxcuXNBib0hFW34rGhFpsr/LLAx1cXRoI9ia0nLIhFQmFhYWcs8xNf1/TxNomg+RycHBAXFxcdruBvkE3L59m/27devWWuyJYkKhECNGjMCtW7cAlCSc9PLygr29PbKysnDr1i2EhISw9c+fP49Vq1ap9WR+6dKlUkMfnZ2d4ePjgxo1aiAtLQ0BAQF48eIF4uLiMHToUAwcOFBt7atDfHw8vLy88ObNG3abkZEROnbsiMaNG8PKygqZmZkIDQ3FrVu32BO5bdu2IScnB/v27dNKv3V1daGrqwsAnKCOQCCQ+8+9tL64goICdO/eHffv3+dsb9asGTp16gQrKyskJCTg0qVL7HesSCTCzz//jOzsbKxdu5Z333R0dOROxVH2g6RGjRpo2rQpPDw8YGlpCX19faSnp+PFixe4efMm8vPzAQARERHo06cPQkND5S4f/Dn47bffcP36dbb85Zdfol69emo7/sOHDznlRo0asX8HBQVh3759uHPnDmJjY6GrqwtbW1u0bt0affv2xciRI6Gnp/rPuQ0bNiA0NBQA0LBhQ85yzOqSmZmJadOm4e7du4iPj0deXh5sbGxQs2ZNdOjQAb1790avXr3KNaWsdevW7OO4ffs2hEJhmZ4PUrXkFBbjryfSFz0WdXRBW0cLtHe0oEAKIZWQonQRTk5OiI+Pr+AelZO2h8aQyqV0mk9VGl5FKq+IiAjOsL01a9bw3reip/kYGBiww+tPnz4ts/7hw4fZegAYExMThdMgVJlac+fOHc5wdT09PWbTpk0yh/ofPXqUsbCwYAAwhoaGlWaaT1FREdOpUye2ro6ODrNgwQImJSVFZv3IyEimS5cunOP/9ddfCvsiOTxUE9MOy3P8efPmSQ1VvXr1qlS94uJiZuPGjYyenh5n2tP58+flHru8U2nmzp3L/PLLL8zz588V1svMzGR+/PFHzvSs6dOnK9xH1b65u7szurq6GrstX75cpedGUlFRERMbG8scPXqU6d69O+exdezYkcnKyirX8SVt2rSJ08batWuZtLQ0ZvTo0UqHQ9epU4e5cuWKSu1FRkayU70EAgFz8+ZNqTrqmObD59a4cWPm0qVLKvVfnORUUmXT5sinYW/oe86UHsEvAcyzpGxtd4sQUg5V8Ty06o2lIYRUGc+ePeOUPTw8tNQT5QoLC2Fubo6bN29iwIABMuuMHDkSy5YtY8u5ubk4duyYWtpfsGABJ/nkjh07MHfuXJkjDIYPH47Tp09DV1cXBQUFamlfHf744w/OSKR9+/Zh/fr1qFatmsz67u7uuHLlCjp16sRu8/X15TXdpzJ68+YNtmzZwpatra1x/fp1dO/eXaqujo4O5s2bhz179rDbGIbBnDlz5E6LKq9NmzZhyZIlaNiwocJ65ubmWLNmDdatW8du+/vvv9kle9VBKBSiuLhYYzdVk8MuXrwYenp67E1fXx/Ozs4YMWIErl27BqBkaPKyZctw/fp1mJmZqe25AIC0tDROWSAQoEePHjh06JDSfSMjI9GnTx92aWM+pk2bxk71mjx5Mjp37qxah9Xo2bNn6N27N1asWFGm/SVHCFXW6Y9EvXY95iaq7O1uQ0sgE0IqHAVTCCEaEx0dzSnLWyGqsvjll19Qv359hXVmzpwJA4P/DR2+c+dOudt9+vQpgoOD2XK3bt3w1VdfKdzHy8sLM2bMKHfb6iIUCjlTlL788kuMGzdO6X4GBgbYuXMnO8w/KiqKk2enKtm6dSvnJH716tWoW7euwn3Gjx/PmaoVGRmJc+fOaayPqpg3bx6srKwAlAQOxae5fGokgzGSHBwcsGXLFixevJjz+VeXjIwMTnnNmjV49OgRgJIg9L59+xAXF4eCggK8f/8e//77L2cqkFAoxNdffy01vUwWf39/NkBka2uLX3/9VY2PpISZmRlGjRqFffv2ISwsDOnp6SgqKkJKSgru3LkDX19f2NnZsfUZhsGyZcuwefNmldtydHTklCX/75BPT1aBEHfiMjnbprZw0FJvCCGfMwqmEEI05v3795yy+I/nysbQ0FBpAAMArKys0KRJE7asjuScJ06c4JTnzJnDa7+5c+eWu211CQgIwLt379gy38cAlORrEH9OAwIC5Nb19fUFwzDsrTIloD116hT7t7W1NSZNmsRrP8lcFeLH0SZ9fX1OcPHevXtqO3Z0dDTndVT3Td3vi4SEBEycOBHu7u4aSXKanZ3NKaenpwMoCaw+fvwYEyZMgKOjIwwMDODg4IAvvvgCjx494oyiKyoqUrqcclJSEr777ju2vH79etjY2KjvgQCYPn064uPjcejQIUyYMAFNmzaFpaUl9PT0UK1aNbRr1w7Lli3DmzdvMGLECM6+CxYsUPk7VXJ59So3356o7FVqLqesIygZmUIIIRWNgimEEI2RPEEwNjbWUk+Ua9GiBe+h+25ubuzfpSc95XH37l32bz09Pfj4+PDar06dOmjQoEG521eHGzdusH+bmJigZcuWKu0vPgXs8ePH6upWhUlMTERUVBRb9vHxgaGhIa99O3XqBFtbW7YsPkpJE4qLi3H58mXMmTMHXl5ecHFxgZWVFfT19TlTXfT09DjvzU85KfnatWs5wZjMzEy8ePECu3btQps2bdh6sbGx6Nevn0pTaviQ9V6pXr06Dh8+DBMTE5n7GBgY4MCBA3B2dma3PX78GFeuXJHbzpw5c9gpRd7e3hg/fnw5ey6tXbt2vFb9MzMzw6FDh9C3b192W3FxMWcqJR+S/1ck/++QT094CjeYUsvKCEZ60gnBCSFE0yiYQgjRGMl8HpoYHq8ukkPFFTE1/d+8bHX8cBe/EluvXj0YGRnx3rdZs2blbl8dSqckACVTQgwMDKROzBXdjh8/zu6fmpqqjYdQLq9eveKUmzdvrtL+LVq04BxLU3lTzp49Cw8PD/j4+OD333/HzZs3ERsbi4yMDJl5TMSpM2dKZWdubo769etjypQpuHv3Lvz8/NipaAzDYNq0aQgPD1dbe7ICuTNmzED16tWV9lNyVYQzZ87IrHvu3DkcPnwYQEnwZseOHWXsrfro6Ohg27ZtnP8Np0+fRm5uroK9uCQDUaUrUZFPU3ahEBNOv+Rsa1CdcqUQQrSDgimEEI2R/JFbWFiopZ4oJx4gUUZ8GU91nPSKn6SqOhVKcoi7tqSkpHDKqiYMFX8eJfNHVAWSgYYaNWqotL94/eLiYmRlZamlX+I2b96MAQMGcEbQqOJzPUkVCAT49ttv8eOPP7LbCgoKsHz5crW1YW5uLrVNXiJsZfVkjWzKzs7m5Fj68ccf1bq0c3m4urqiR48ebLmgoABBQUG895cM2lfmEZCk7EQMgxMvk9HrX+kEw/WryR69RQghmkbBFEKIxkhebVXlauPnRHx0iypBnbLU1xR1THcqpepKLJWBZPBD1ddF8rOi7mDKvXv38O2333K29erVC9u2bcO9e/fw/v17ZGdns4Gt0puXlxdbX1OjZaqKxYsXc07Uz5w5o7YAsazk3I0bN+a1r7u7O6dfsnKGbNq0CbGxsQCAunXr4qeffipjTzWjffv2nHJMTAzvfSX/r6h7pSVSOXxxIhxD/3sulXgWADq7WGqhR4QQAuhpuwOEkE+X5NSZpKQk1K5dW0u9qbzMzMzY0Rg5OTkq7atqfU0Rz+tgb2+PDx8+aLE3FU9yZIGqr4vkdDFZIxXKY/ny5WwwREdHB0ePHsXQoUNV7pe61KlTR6OrrixduhRLly5V6zFNTU3Rvn17dlWjvLw8REREcFbVKSvJ5aoNDQ1VGmFhbW3NLnUsucwywB05FhERwSvYJznNq06dOpzymzdv4OrqyruPikiOyJMc6aZIYmIip6zKlE1SNTxPzsGR8GSZ9032rIF+dapVcI8IIaQEBVMIIRojnqgVUC2BZVmn0lTF5IPW1tZsMCUpKUmlfSVPJOQRfz4B/s8p3+dTPLdDWloaRCIRdHQ+n8GP1tbWnLKqwSTx+rq6umoNpkguazxhwgRegRSA//tLVaX5WTRFU6ObJKfVqWtKWsOGDSEQCNjPZVFRERiGkfrcyiM+1UVZziWGYcr03Evuo86RSpKjS1TJGyU5Ekfy/w6p+i69kQ4Q2pvq4/DQRvBytar4DhFCyP/7fH7pEkIqnPhyt0DJFVG+xK+cqjI9SHI55qpAfEWeV69eqZSbIiwsjFc9ySvRfJ9Tvs+n+JX1oqIiPH36lNd+nwrJ/BOhoaEq7S9ev169erxPovmIjo7mnGz37t2b134fPnz4pFfwKYvMTO4UA8kgWlmZmZlxkhCLRCIkJCTw2jc3N5eTs0d8Zaiq4u3bt5yyKrmjJJM/N23aVC19IpXH5bfcYIqhrgCvZ7alQAohROsomEII0ZjatWvDxsaGLatygi1+kpKamsp7hMTNmzf5d7CSaNeuHfu3UCjE5cuXee0XGRnJe0URyZM+vjkJ+D6f3bt355RPnjzJa7/KSE/vf4M2+V7Bt7e350xhu3TpklRiTHmCgoI4I5I6dOggs56+vj6nzLdvkvls+AYAjh49yqteWURHR3Nys6j75uvrq5F+iwe9dHR01DqlZMiQIZwy3ySsd+/e5YzEkbWS1KZNm1R+DsXz5QBAVFQU5351jQBhGAYXL17kbFNllbInT/6XkNTY2Fgt065I5ZGeX4RLb7kJvv8Z3AAWhjS4nhCifRRMIYRoVJcuXdi/Hzx4wHs/8ZEODMPg1q1bSvcJCwtTaRWIymLw4MGc8u+//85rvy1btvBuw83NjZOD4caNG0r3YRgG27dv53X8nj17cq6I//777yrlPahMxKfYqLIc8KBBgzj7+fv789pvw4YNnLLkSbWsfqnSN8n9+OQqycnJwcaNG3kd/3Nx7tw5zkitNm3awMLCQm3HHzFiBGdq3J49e3jtt2vXLk65Z8+eautTRTh48CBn1KKzs7NUDhlFHj58yP7dsWNHTjCUVF15RcUYcPgprNdz/6frCIBubuoZEUYIIeVFwRRCiEaJTymIjIyUudKELJKrO2zatElh/dzcXEyePFnl/lUGTZs25Tzeq1evYt++fQr3uX37Nu9AB1CSh6Nt27Zs+fTp00qXyF23bh0ePXrE6/gmJib47rvv2HJqaiqGDRumcg6b27dv8x7RoSniV9xVCQDOmjWLczK8aNEipVPbDhw4gBMnTrBlDw8P9OnTR2ZdCwsLzqgSvn2rU6cOZ5nyPXv2KMwpwjAMZsyYUeYllCu7V69eSU3XUSY6OhrTp0/nbJswYYI6u4W6deti7NixbPnSpUtKRwddvnwZhw8fZsvVqlXDmDFj1NovVag6ve/x48ecJZsBYN68ebz3//jxI2eqo7zPDql61gW/w9mIVKntrWuaw8ZYX8YehBBS8SiYQgjRqIEDB3JOMK9evcprPzc3N86olsuXL+OHH36AUCiUqvv8+XN4e3vj0aNHMDAwKH+ntcDPz4/zPH399dfYunWrzCSPx48fR//+/SEUCjknycqMHz+e/Ts/Px9Dhgxhl0sVl52djR9++AE//fSTSs/nvHnzOEGhmzdvonXr1jh//rzC/VJTU7Fr1y506NABnTt3ZlclkcXX1xcCgYC9aWI6h/hjuH//PpYvX84rf4W7uzvmzJnDlj9+/Ihu3bohICBAqq5IJMLvv/+OSZMmcbZv3rxZYb4U8b4dO3YM27dvR2qq9AmHOGNjY/j4+LDle/fu4auvvpL5PCckJGD48OHYv38/gMqz9LY6XbhwAbVq1cKSJUvw/PlzhXXz8vKwe/dutG7dmpM/pmnTpvj6668V7hsdHc15r/KZFrNixQrOcz5u3Di5gdUjR45g6NChnO+IZcuWaXVp4HHjxqFjx474559/FC7vnZeXh82bN6Njx46cwFa9evUwa9Ys3u1du3aNExgUHx1GqrYTr2SPbBxev+rlBCKEfLpoLCQhRKMcHBzQvXt3XLlyBUBJIIDvFd2VK1fCy8uLPVn49ddfceTIEfTu3Rt2dnbIyMjAw4cPcefOHYhEIjg4OGDWrFlYsmSJxh6PprRr1w6LFi3CypUrAZTkTpk9ezZ+++03+Pj4oEaNGkhLS0NgYCB7Auju7o6BAwfyno4xduxYbNiwgd0/LCwM9erVQ9++fVG/fn0UFxcjMjISV69eZfNs7Nixg/eIHwMDAxw/fhxdunRhR2S8fPkS/fr1g6OjI7p06QInJyeYmJggMzMTHz58QFhYGF69eqXRlV1U9dVXX2HHjh3sSZqvry98fX2hr6/PCS59+eWX2LFjB2fftWvXIjg4GPfv3wdQsoJVt27d0KJFC3Ts2BFWVlb48OEDLl68KBXI+v7775VeWZ86dSobnCouLsbMmTMxc+ZMGBoacqY3LFq0CIsWLWLLS5cuxfnz59lg5L59+3D27Fn07dsXrq6uyM3NRXh4OK5du4bCwkL28cXGxvKaElbVpKWlYdWqVVi1ahVq1qyJFi1awM3NDZaWltDR0UF6ejpevnyJe/fuSY1icXV1xenTp6Grq6v2frm5ueHgwYMYPHgwRCIRCgoKMGnSJKxevRo9evSAra0tUlNTERAQIJUvafTo0Zg9e7ba+6Sq4OBgBAcHw8DAAI0bN0aTJk1ga2sLU1NTZGVlISIiAjdv3pRaCcne3h7nz59XKUB8/Phx9u8OHTrA3d1dbY+DaM+H7AI8SZJeXn5my5r4pjUtfU0IqUQYQsQ4OjoyABhHR0dtd4V8Qv79918GAAOAMTIyYtLT03nv++uvv7L7Kro5OjoyISEhjL+/P2d7VFSU3GO7urqy9SZMmMC7TxMmTGD3c3V1lVsvICCA05eAgAClx543bx7vx/v48WNm2bJlnO3KPH36lLG3t1d6fB0dHWbNmjUMwzCc7cuWLVPaRnp6OjN48GBej0Pypqenx2RmZso9tuTj5dOfstiwYQOjo6OjsK/y3jNZWVmMj48P78csEAiYFStW8O7b3LlzlR5T1vPy559/Kn1MpbdBgwYx+fn5jJeXF7vNy8tLbp+ioqI4+/v7+/N+PBVt48aNZXpvAmD69u3LxMbG8mpH8jlR9F0h6cCBA4y5uTnvfs2YMYMpKioq4zMim/hrr+y7tJSnp2eZnlcvLy/m3bt3KvUvNzeXsbCwYI+xa9euMj5SUtn8GhzD4JcAzi27QKjtbhFCNKwqnofSNB9CiMYNHz6cXfUiPz8f//zzD+99Fy5ciOPHj8u94mhkZIRx48bh8ePHnKVFq6qNGzfizJkzqF+/vsz7DQ0NMWbMGISGhsLT01Pl4zdu3Bh3797FkCFD5E4nadWqFa5cuYIff/xR5eMDgKWlJU6cOIEbN26gX79+Sq80GxoawtvbG35+foiPj5dKmCpOcrpNy5Yty9RHZebPn4/Q0FDMmzcPbdq0QbVq1XhPeTIzM8OFCxdw6NAhhcu06unpoW/fvggJCcHPP//Mu2+bNm3C7du3MXXqVDRr1gzW1tZSK/3I8vXXX+Py5csKV0pp1KgRdu7ciePHj6s0QqAqGTZsGNasWQNvb29e05iMjIwwbNgwXLx4EefOnYOTkxOvdsrzXh0zZgzCwsLwxRdfcBJHixMIBOjcuTOuXLmCbdu2VYrEq7Nnz0bfvn1hZWWltK6enh66d++OEydO4Pr163B2dlapraNHj7KjhqpXr87JN0Oqtt2h3M/OmEZ2MDVQ/0gwQggpLwHDyJiQTz5bTk5OiI+Ph6OjI2d+OCHl9euvv+KHH34AUJJvQDxpIB8MwyA0NBSPHj1CcnIyzM3N4ezsDC8vL14/3Kuix48fIzQ0FImJibCwsICTkxO6dOnCeby+vr5Yvnw5W1blKz0xMRGBgYGIj4+HUCiEo6MjmjdvrtJKGnzk5+fj3r17iIqKQmpqKvLz82FmZgY7OzvUrVsXDRs2lHvCKMnd3R1v374FUJI/JDg4WK191YR3797hzp07SExMRHZ2NmxsbNjXUp2rwaji2bNnuH//PpKSkmBoaAgHBwc0btwYjRs31kp/tKW4uBivXr1CREQE4uLikJmZCYZh2GS/jRo1QuPGjcsUqPjll1+wdOlSACUJoJ88eVKmz1ZWVhZu3bqFuLg4pKSkwMLCAjVr1kTnzp05K2hVNtHR0Xj16hViY2Px8eNH5Ofnw9TUFNbW1qhduzZat24NExOTMh+/U6dO7OptP//8M1asWKGurhMtKhYx0FvNnVp4eUxT9Kxto6UeEUIqSlU8D6VgCuEofRPr6OjAwcFBZp358+dj/vz5FdwzUtXl5OSgdu3aSEpKAlCSULaqLeFZGZUnmFLVREVFoXbt2mw5MDAQXl5eWuwRIfJ5eXnh5s2bAICJEyfyXiqbKHf37l02GbOlpSWioqI4K12RqiuzQAjL325ztr2b3Q7OlkZa6hEhRJ38/Pzg5+cn876EhASIRKIqFUzR/phQUimJRCK5S9iquqQkIUDJqiCLFi1il71cu3YtBVOISkqTGAMlS25TIIVUVjk5Obhz5w6Akmls4gFPUn5r165l//7uu+8okPIJyS6UTkZuRlN8CPlkZGZmyj3HrIoomEJkUjQyRVvD0knVN3PmTOzYsQMvX77E9evXERgYCG9vb213i1QRpctqCwQCrFmzRsu9IUS+GzduoKioCAAwY8YMuLi4aLlHn44HDx7g1KlTAEpWVlqwYIGWe0TUSVYwhfKlEPLpsLCwYPMoSiodmVKVUDCFyOTg4FBlhleRqkNfXx+///47OyLlhx9+wL1797TcK1IVMAyD69evAwBGjRqlMIkqIdpWGvgzNzfH4sWLtdybT0tp7i0A2LBhA+98S6RqkAymGOgKYKBL62UQ8qlQlC6iNN1EVULBFEJIherRo8cnndeDaIZAIEBKSoq2u0EIL4rmhJPyKQ2qkk+TZDCFpvgQQiozCvUSQgghhBBCtC67SCKYok/BFEJI5UXBFEIIIYQQQojW0cgUQkhVQsEUQgipwnx9fcEwDHsjhBBCqioKphBCqhIKphBCCCGEEEK0LouCKYSQKoSCKYQQQgghhBCtkxyZYko5UwghlRgFUwghhBBCCCFaR9N8CCFVCQVTCCGEEEIIIVpHwRRCSFVCwRRCCCGEEEKI1lEwhRBSlVAwhRBCCCGEEKJ1kR/zOGUzyplCCKnEKJhCCCGEEEII0ZqMfCHGn3qB27EZnO3u1sZa6hEhhChHwRRCCCGEEEKI1qy8HYP9TxM528wNdDG0fnUt9YgQQpSjYAohhBBCCCFEa85HpkptW9jeGeaGelroDSGE8EPBFEIIIYQQQohWFAhFeJWay9nW1dUKizu5aqlHhBDCD4V7CSGEEEIIIRUuX1iMVbffoZjhbj85sjF0BALtdIoQQniiYAohhBBCCCGkQqXlFaG9/yO8TuOu4ONqaQgLmt5DCKkCaJoPIYQQQgghpMIUFYsw60KEVCAFAFo5mGuhR4QQojoK+xJCCCGEEEI0LjW3CEtvROHg8yR8zBdK3W9moIsfOrhooWeEEKI6CqYQQgghhBBCNG7cqRe48CZN5n1dXa2wu3891LY2ruBeEUJI2VAwhciUkJAAJycnmffNnz8f8+fPr+AeEUIIIYSQqiomPV9uIKVeNWNc+9ITAko6S8gnzc/PD35+fjLvS0hIqODelB8FU4hMIpEI8fHxMu/LzMys4N4QQgghhJCq7L+XyTK3t6hhhj/71aNACiGfgczMTLnnmFURBVOITDo6OnBwcJB5n4WFRQX3hhBCCCGEVGVHwpM4ZZ/a1rg4xlNLvSGEaIOFhQUcHR1l3peQkACRSFTBPSofAcMwjPJq5HPh5OSE+Ph4ODo6Ii4uTtvdIYQQQgghVdybtDzU2XaPs+3iF03h426jpR4RQiqbqngeSiNTCCGEEEIIIWp3PeojFlx9g8eJ2ZztNsZ66OZmpZ1OEUKImlAwhRBCCCGEEKJWKbmFGPLfM2QWFEvdN66JPfR1dbTQK0IIUR/6FiOEEEIIIYSold/dOJmBFDtTfSzt7FbxHSKEEDVT28iUgoICvHz5EuHh4UhOTkZWVhZMTU1hY2ODunXrokWLFjAwMFBXc1qTkZGB4OBgREZGIjMzE4aGhnB0dESrVq3g4eGh9vaKiopw7949hIeHIzU1FQKBAHZ2dmjSpAlatmwJHR2KhxFCCCGEkMqjQCjCn6HvpbY3qG6CQ0MawsZYXwu9IoQQ9SpXMCUkJARnzpzBtWvXcO/ePRQVFcmta2hoCB8fH8yZMwfdu3dXuS03NzfExMSUp7vw9/fHxIkTy7RvWFgYVqxYgTNnzsh9nI0aNcJ3332HCRMmlHt5t+TkZKxatQr79u1DRkaGzDr29vaYNm0aFi5cCDMzs3K1RwghhBBCiDqceJWM1DwhZ9vx4Y0wuF51WgKZEPLJKNOwhuPHj6NOnTpo1aoVli9fjtu3bysMpAAlI1dOnz6NHj16YODAgUhMTCxTh7VhzZo1aNWqFY4fP67wcT5//hyTJk1Ct27dkJycXOb2Ll68iPr162Pz5s1yAykAkJiYiBUrVqBRo0Z4+PBhmdsjhBBCCCFEXf58lMApe7taYUh9WwqkEEI+KWUKpty/fx9v3ryRe79AIIC1tTWMjIxk3n/mzBm0bNkS0dHRZWm+Qi1cuBCLFi2CUCiUus/c3FzmNJvAwEB4eXkhNTVV5fZOnTqFAQMGIC0tTeo+ExMTmVOl3r17h65du+L+/fsqt0cIIYQQQoi6vM8qQEBMOmfbtBYO2ukMIYRokFpyppiZmWHo0KHo1q0bunTpAmdnZ+jplRz63bt3OHPmDH777TfONJ34+Hj07NkToaGhZZqisnLlSlSrVk2lfdq3b69S/QMHDmD9+vWcbW5ubli8eDGGDx8OKysrFBYW4v79+1i7di3OnTvH1nvx4gXGjBmDixcv8o7Cv3r1CmPHjuUEbkxNTbFgwQJMmTIFzs7OEIlEiIiIwLZt2/DHH3+guLgksVd2djaGDBmCsLAwVK9eXaXHSQghhBBCiDo8T87hlM0MdDGknq2WekMIIZojYBiGUXWnH3/8EevWrUP9+vXx7bffYsyYMUoDIllZWRg3bhxOnToldaz/Y+++46Mq8z2Of2fS26RAAiFD6EWaKAhYEBUV69rR1V17Wbs3W9Qrduwad1111172riusC2tdxRURFkRApfdOwgCBlElPJjP3D1fkzEySM5PJTCb5vF+v+3rd85zznN8PXJLML8/zex577LFWY3r3TNm2bZv69u0baOqmVVdXq3///tq3b9/BsSOOOEKfffaZsrP9f0O455579OijjxrG/v73v+vCCy80FfPMM8/UJ598cvA6KytL//rXvzRu3Di/z3/44Ye66KKLVF9ff3Ds5ptv1vPPP28qnj92u13FxcXKy8tTUVFR0O8BAABA1/PismLd/Ommg9djclO17JqxEcwIQDSIxs+hQW3zyc/P12uvvabVq1fr+uuvN7WyJC0tTTNmzNDYscYvps8995xqa2uDSaNd/eEPfzAUUpKTk/Xee+81W0iRpEceeURTpkwxjN13331yu92txlu0aJGhkCJJL774YrOFFEk6++yzdf/99xvGXnnllTY36gUAAACCsbnM+HP9wMykCGUCAO0rqGLKTTfdpKuvvloxMTEBzUtISNCTTz5pGKupqdG///3vYNJoNy6XS4WFhYaxX//61+rfv3+rc59//nnDtp5169bpgw8+aHXeE088YbieOHGiLr744lbn/fa3v1W/fv0OXjc0NOjZZ59tdR4AAAAQaptKjcWUQVnJEcoEANpXUMWUtpg0aZJPr5MVK1aEO40WzZ8/39A81mq16rrrrjM1d+DAgTrxxBMNY7Nnz25xTnV1tebMmWMYu+GGG0zFi42N1VVXXWUY++c//2lqLgAAABAqbo9Hn24xHqLAyhQAnVXYiylWq9WwkkKS9uzZE+40WuTd1+Xoo49W7969Tc+/5JJLDNcff/zxwUax/syZM0d1dXUHr+Pi4nTeeecFHW/Hjh1avny56fkAAABAW53+t5VyuY3tGMfkBn7QBABEg7AXU6QftqIcqqOdOT937lzD9bHHHhvQ/GOOOcZwfeDAgRaLG97xjjjiCCUnm18SOWjQIJ9eLl988YXp+QAAAEBbrN9frTlbywxjh/dI0YgciikAOqewF1Pcbre2bdtmGOvZs2e402hWU1OTNm7caBgbP358QO8YNmyYbDabYWzdunXNPr927do2xfM3p6V4AAAAQCh9t6fKZ+yWsXkRyAQAwiM23AHnzJmjyspKw9iYMWOCetf27du1bt06lZSUyGKxqFu3burRo4dGjRqluLi4oN65detWn5UzZhrPHspisahv375auXLlwbH169c3+7z3vUDj+ZvTUjwAAAAglLaU+Z7OefXo3AhkAgDhEfZiyp/+9CfDdUpKik/DVjPGjh1raBJ7qKSkJB199NG65pprNHXqVMXGmv9jeq9KkX44CjpQvXv3NhRTNmzY4Pe5qqoq7d69OyTxDtVcPAAAACDUNnud4nPTmF6ydrCt/AAQSmHd5vPFF1/4HBN85ZVXKiEhIeB3NVdIkaTa2lrNnTtXl112mQYNGqQvv/zS9HtLS40dyOPi4pSVlRVwfrm5xkp8WVmZ3+f8jQez7ck7Xnl5ecDvAAAAAIKx2WtlysAsTvEB0LmFrZhSXl6ua6+91jCWlpamadOmtWvc7du36+STT9aTTz5p6vmqKuN+z0AawR4qKcn4DcT7vS2NBxPTO57L5TKcEAQAAAC0F+9tPhyJDKCzC8s2H4/HoyuvvFLbt283jD/11FMBrcKIiYnRscceq9NPP11jxozRYYcdpszMTMXFxam0tFTr16/Xl19+qVdeeUUOh+PgPLfbrTvvvFPdunXTNddc02KM6upqw3ViYqLp/A7lXdzwfm9L48HE9I7347uDzd/hcMhutwc1V5IKCgpUUFAQ9HwAAABEh8p6l/ZWNxrGBlBMAbqUwsJCFRYWBj3/0M/v0SIsxZT77rtP77//vmHsZz/7mW644QbT7/jd736nc845R3l5/ruC9+zZUz179tQJJ5yge+65R/fee6+eeuopeTw/nXX/q1/9Sscdd5yGDBnSbJzaWmNVPT4+3nSOh/LeuuT93pbGg4npb6tUczHNcLvdKi4uDnq+0+kMei4AAACih/eqFIuk/pnB/UIPQHRyOp1t+vwYjdq9mPLyyy9r+vTphrGhQ4fqzTffDOg9N910k+ln4+Pj9cQTT6h379669dZbD467XC7dc889eu+995qd672Sw/tkH7Pq6+tbfG9L48HE9I7XUkwzrFarTx+WQHgfDQ0AAIDOaUuZcWu53ZagxNiYCGUDIBJsNluzCx/McDgccrvdIcyo/bVrMeUf//iHbrzxRsOY3W7XnDlzlJmZ2Z6hJUm33HKLvvzyS82aNevg2KxZs7R371716NHD75zU1FTDdbB9R7xXhXi/t6XxYGL6W4XSXEwzcnNzVVRUFPR8AAAAdA0+zWfZ4gN0OW1t82C326NuZUu7NaCdM2eOLr30UkN1qXv37vr88899jvFtT/fff7/h2uPxaM6cOc0+712ACHarTFuKKTU1NW2OFxsb26aVKQAAAIAZq/cZewDSLwVAV9AuxZRFixbp/PPPN2xXsdls+uyzzzR06ND2CNmsUaNGKT8/3zC2ZMmSZp/3XjHT0NDgc1yyGd4NdJpbieNvfM+ePW2Ol5GREfA7AAAAgEA0uT36dKvxZ+XDe6REKBsACJ+QF1OWL1+uM88803BKTXJysj766CMdeeSRoQ5nyrBhwwzX+/bta/bZwYMH+4zt3Lkz4Ji7du1q9b3SDytTvHuTtGc8AAAAIFT+s6tC+2uMJ/mcObBbhLIBgPAJaTFl/fr1OvXUU1VeXn5wLD4+XrNmzdLEiRNDGSogWVlZhuuysrJmn+3fv7/PaTpbt24NKJ7H4/E5BrqlFTne9wKNJ0nbtm0zHQ8AAAAIhReWGXscjMhOUT+2+QDoAkJWTNm+fbtOPvlklZSUHByLiYnR3/72N02ZMiVUYYJyaHFHktLT05t9NjY2VoMGDTKMffPNNwHFW7dunc/RwIcddlizz3uvnAk0nr85LcUDAAAA2qqqwaV/bthvGLt6dM8IZQMA4RWSYsru3bs1efJkQ/ddi8Wi119/Xeeff34oQrTJpk2bDNc5OTktPn/SSScZrhcuXBhQPO/ns7KyNHr0aNPxvv/++4Ca0G7atMln69LkyZNNzwcAAABaU1bbqJlr9+n2zzZp7GvLNPqVZWp0ew7ej7VadNXhFFMAdA1tLqYcOHBAp5xyis/WlOeff16XX355W1/fZps3b/YppowaNarFOeecc47h+uuvv/bpSdKSGTNmGK7PPPNMxcY2fwr1lClTDCfvNDY2avbs2UHHy8/P1xFHHGF6PgAAANCSv63eq97Pfa2LZ63Vc0uL9a2jSlvK6gzPHJ1nU0ZiXIQyBIDwalMxxel06rTTTtPatWsN448//rhuuummNiUWKo888ojP2GmnndbinEmTJhn6rLjdbr3yyium4m3evFlz5841jJ177rktzklJSdEpp5xiGHvppZdMxXO5XHr99dcNY97FIAAAACAYjU1unfbOCl36z3WqbnS3+OyUAVkt3geAziToYkptba3OPvtsLVu2zDB+zz336M4772xzYj/yeDytP9SMd999V2+99ZZh7IQTTlCfPn1anBcbG6v/+Z//MYw988wzPk1e/bnlllsMOQ8ZMsRUceN3v/ud4XrBggU+K078efrppw15xcXF+eQOAAAABOPFb3frs63NH97wo77pibr1qLwwZAQAHUNQxZTGxkZdeOGFmj9/vmH8tttu0/Tp00OS2I/mz5+vM844QwsWLAho3h/+8AddfvnlhsKGxWLRk08+aWr+HXfcoezs7IPXNTU1uvDCCw0Ndr1NmzZNn332mWHsoYceUkxMTKvxjjvuOJ8VMzfddJOWLl3a7JyPPvpIDzzwgGHs2muvVb9+/VqNBwAAALTmfa8Gs5KUmxqv+yb20TvnHqZ3zxumT38+SutvHCdbQvPb2gGgs7F4glj6cdNNN+lPf/qTYax37966++67ZbFYAk4iLS1Nl112md978+bN04knnijph2OLL7zwQh177LEaPXq07Ha7rNYf6kEej0ebNm3S3Llz9cILL2j16tU+73rggQd0//33m87r7bff1hVXXGEY69u3r+69916df/75ysjIUENDg5YuXarHH39cH330keHZk08+WXPmzDH9d7Ju3TqNHTvW0Hw2JSVFv/nNb3TttdfKbrfL7XZr8+bNevHFF/X888+rqanp4LM9e/bUihUrWm2w2xK73a7i4mLl5eWpqKgo6PcAAAAgujU2uZXx9H9Uc8j2nozEWB349bGyBvEzPwA0Jxo/hwZVTDnhhBP01VdfhSyJPn36aPv27X7vHVpM8WaxWJSamqq4uDiVl5fL7W5+H+cdd9yhZ599NuDcCgoKmp1ns9lUVVXlN+6QIUO0YMECw+oWM2bNmqWpU6caiiQ/Sk5OlsvlUkNDg8+9lJQUff755zr66KMDiuctGv9HDAAAgND71lGpsa99axgrKThG3ZPjI5QRgM4qGj+HhuRo5EjxeDyqrKxUaWlps4WU7OxszZo1K6hCiiQVFhbq4Ycf9rtVx+l0+o07ceJEffXVVwEXUiTp/PPP1/vvv6/MzEyfezU1NX4LKXa7XXPnzm1zIQUAAAD40ap9VYbrgZlJFFIA4L86fDFl9OjRevHFFzV16lT17t3b1Jy4uDgdffTRevXVV7Vjxw6dd955bcph2rRpWrZsmc4999wWjzgeNmyYXnvtNc2bN089evQIOt6ZZ56p9evX69Zbb1VaWlqzz2VnZ2vatGlau3atxo0bF3Q8AAAAwNv6AzWG6+HZyRHKBAA6nqC2+URSaWmp1q9fr127dmnv3r2qrq6W2+2WzWZTZmam+vXrpzFjxigxMbFd4peXl2vRokXatGmTKisrFR8fL7vdrjFjxmjIkCEhj9fQ0KDFixdr7dq1Ki0tlcViUU5OjkaOHKmxY8ce7BkTKtG4vAoAAAChd87MVfpg44GD13cdk6/HTuofwYwAdFbR+Dk06lpuZ2Vl6ZhjjolY/IyMDJ1xxhlhixcfH6/jjz9exx9/fNhiAgAAAOv3G1emDO3GyhQA+FGH3+YDAAAAILwq6lzaXFZrGBvanWIKAPyIYgoAAAAAgwW7yuU+pBlAQoxFh/dIiVxCANDBUEwBAAAAYPDVjgrD9YQ8mxJjfU+3BICuKup6piA8HA6H7Ha733sFBQUqKCgIc0YAAAAIly1eW3yOsadHKBMAnUVhYaEKCwv93nM4HGHOpu0opsAvt9ut4uJiv/ecTmeYswEAAEA4VTY0Ga67J8dFKBMAnYXT6Wz2M2Y0opgCv6xWq3Jzc/3es9lsYc4GAAAA4VTZ4DJcp8WzxQdA29hsNuXl5fm953A45Ha7w5xR21BMgV+5ublRc743AAAAQqvKa2VKKsUUAG3UUrsIu90edatWaEALAAAAwKCy3lhMSUugmAIAh6KYAgAAAMCgqtFrZUocxRQAOBTFFAAAAAAGvitT6A4AAIeimAIAAADgoIYmtxrdHsMYDWgBwIhiCgAAAICDvFelSDSgBQBvFFMAAAAAHOR9LLLEyhQA8EYxBQAAAMBB3sciS1IKxRQAMKCYAgAAAOCgSq9iSkqcVVaLJULZAEDHRDEFAAAAgKQfms9uOFBjGKNfCgD44owzAAAAAPrzt8X6n8+3qM7lNoynxfORAQC8sTIFAAAA6OIq610q8FNIkaQeKXERyAgAOjaKKQAAAEAXt3JftWr9FFIk6aaxeWHOBgA6PtbsAQAAAF3c2pJqn7Exual6eFI/nT6wWwQyAoCOjWIKAAAA0MWt2W8sppw5MEsfXTIqQtkAQMfHNh8AAACgi1tbYjzB56hetghlAgDRgWIKAAAA0MU5qhoM1wMyEyOUCQBEB4opAAAAQBdX09hkuOY4ZABoGcUUAAAAoIur9iqmpMTxMQEAWsJXSQAAAKCLq240HoucEh8ToUwAIDqwfg9+ORwO2e12v/cKCgpUUFAQ5owAAADQHjwej882n+Q4iikAQquwsFCFhYV+7zkcjjBn03YUU+CX2+1WcXGx33tOpzPM2QAAAKC91De55fYYx9jmAyDUnE5ns58xoxHFFPhltVqVm5vr957NxlF5AAAAnUV1g9tnLIWVKQBCzGazKS8vz+89h8Mht9v3a1FHRjEFfuXm5qqoqCjSaQAAAKCdeW/xkdjmAyD0WmoXYbfbo27VCuv3AAAAgC7M+yQfSUpmmw8AtIivkgAAAEAX5n2ST5zVorgYPiYAQEv4KgkAAAB0Yd7bfDgWGQBaRzEFAAAA6MK8t/lwkg8AtI6vlAAAAEAX5n2aD81nAaB1FFMAAACALsx3ZQrFFABoDcUUAAAAoAvz6ZnCNh8AaBVfKQEAAIAuzPs0H7b5AEDrKKYAAAAAXdiBmkbDNaf5AEDrKKYAAAAAXdT8HeV6bNFOw9jAzKQIZQMA0YNiCgAAANAF/XtrqSb9ZbnP+Al9MsKeCwBEG4opAAAAQBfT5Pbot19s9Rm3WqTjeqdHICMAiC4UUwAAAIAu5olFO7V8b5XP+LWjc5WeGBuBjAAguvCVEgAAAOhCSmsb9ejCHT7jr501RJcMz4lARgAQfSimAAAAAF1EvcuthxZsNxyHbLVIX/1ytI7Lz4hcYgAQZSimAAAAAFGuztWkYmeDz7jL49HyPVX6z64KfV1coZV7q9Xo9hieuXhYDoUUAAgQxRQAAAAgSn22pVSPLtyhb4qdqm/ytD7Bj98e3TvEWQFA50cxBQAAAIhCb65w6KoPN7TpHacNyNIRPdNClBEAdB0UUwAAAIAosLWsVq9+79D+2kYVV9brk82lQb/LapHOGNhNfz59cAgzBICug2IK/HI4HLLb7X7vFRQUqKCgIMwZAQAAdF07yus0/o3vtL+mMeC58TEWTeydrqHdkzUoK1kn9MnQgMxEpcbzUQBA+BQWFqqwsNDvPYfDEeZs2o6voPDL7XaruLjY7z2n0xnmbAAAADq3DQdqdNk/12ptSY3qm9yGex6P1Fo3lO7JcfrPFUeoT3qCz704q1UxVksIswWAwDmdzmY/Y0Yjiinwy2q1Kjc31+89m80W5mwAAACi15fbyzT9PzvkqPI9bUeS9lU36ECtK+j356TE6dtrxshuSwz6HQDQ3mw2m/Ly8vzeczgccrvdfu91VBaPxxNc2290Sna7XcXFxcrLy1NRUVGk0wEAAIhalfUuvbeuRFd/1LYmsf5cOaqnbAkx6pYUp0tH5GhgVnLIYwBAuETj51BWpgAAAAAhNnPtPl3xwXrVuUL7m9aROSn66OKRyk9nFQoARBLFFAAAACCEXG63bv50U1CFlKPtNv3POLuGdPNdaZIYa9WAzCT6nwBAB0AxBQAAAGiDOleTChcXaamjUh6PRzWN7mZP3Xn1zCGyJcT4jKfEx2hi73SlJfDjOQBEA75aAwAAAEHYcKBGl85eq+/2VLX67FWH99SjJ/ZTz1Tf03YAANGHYgoAAAAQoIYmt86duVrrD9S0+uwd4+x69tSBYcgKABAuFFMAAACAVjQ2ubVqX7UqG5q0cFeF7pm3zdS8tPgY/c94eztnBwAIN4opAAAAgJdtZbX6+T/XaklxpTwm51gkXToiR4d1T5Ek2RJidM7g7py8AwCdEMUUAAAA4BCNTW6NfHmpqhvNn8bz9s+G6uLhOYqPsbZjZgCAjoJiCgAAAPBfHo9Hx731fUCFlN8e3Vu/HNWzHbMCAHQ0FFMAAACA//p+T5WW7K5s9n5qfIzirBaNyE7R+DybTuiToTMGZoUxQwBAR0AxBQAAAPiv5Xt9jzl+aFJfnT80WznJccpOiY9AVgCAjoZiCgAAAPBfa0qqDddp8TG6d2LfyCQDAOiw6JAFAAAA/Jd3MeX2cRxrDADwRTEFAAAAkOT2eHy2+QzPTo5QNgCAjoxtPgAAAOhyahubNGPtPjmqGlTb6Na6AzV6b12Jz3NH9kyLQHYAgI6OYgoAAAA6rSa3R9/vqdSTX+/STmfdf8ekZY7mT+z50cDMJA3KSmrvFAEAUYhiCgAAADql2etLdPVHG1Re5wpq/rlDustisYQ4KwBAZ0AxBQAAAJ3K2pJq3fLpJn25ozzodwzKStL/HpsfuqQAAJ0KxRQAAABEvd2V9Zq1vkRvrtyj7xxV8gQwd1J+uvpnJml4doqGdU9Wbmq8RvVIlZVVKQCiUFlJnfburFZcglXxiTGKT4j54f9PiFF8Yozi4q2sugsBiikAAACIag/O366HFmyXu5UKij0tQbeNy1O3pDhJUlp8jE7tn6X0RH4kBtB5rFy4T28/ubrFZ+Lirbr+wdE6clLPMGXV+fCdA345HA7Z7Xa/9woKClRQUBDmjAAAAHytKanWA/O3t/hM/4xEfXX5aNltieFJCgAiqKG+qdVnGhvcssaEd3VKYWGhCgsL/d5zOBxhzSUUKKbAL7fbreLiYr/3nE5nmLMBAADwtbm0RiNeWur3Xlp8jG4a20uXDMthyw6ALqWx3m3qufjEmHbOxMjpdDb7GTMaUUyBX1arVbm5uX7v2Wy2MGcDAADwk5LqBp3x7qpmjzf+/akD9YsRPdQtOS7MmQFA5JlZmSJJ8QnhLabYbDbl5eX5vedwOOR2mysCdRQUU+BXbm6uioqKIp0GAACAj9/8e0uzhZSlVx+psb34xQ+ArstsMSUu3trOmRi11C7CbrdH3aqV8P7tAQAAAG1QUefS39eV+L131zH5FFIAdHmmt/mEeWVKZ8PKFAAAAESNz7eVqtbl+0FhzqWjdEr/rAhkBAAdi+ltPmHumdLZhKyYUl9fr/Xr12vt2rUqKSlRZWWlUlJSlJWVpcGDB+vII49UfHx8qMIdtGvXLn3zzTfasWOHamtrlZqaqv79++voo49WdnZ2yONVVFRo0aJF2rx5s5xOpxISEpSXl6exY8dq0KBBIY/X2Niob775RmvXrtWBAwdksViUk5OjkSNHasyYMbJaWVwEAAC6jvX7awzXR/ZM1bJrxshCg1kAkCQ11JntmcJnybZoUzHl22+/1YcffqgvvvhC33zzjRobG5t9NiEhQVOmTNFtt92myZMntyWsJOn999/X448/rsWLF/u9b7VaNXnyZE2bNk3HH398m+OtWLFCDz30kD788MNm/5zDhw/Xb37zG11xxRVt/oZeUlKiRx55RG+++aYqKir8PtOjRw/dcMMN+u1vf6vU1NQ2xQMAAIgGm8tqDdcT8mwUUgDgEA0mt/nEsc2nTYIqRc2aNUsDBw7U2LFj9eCDD+o///lPi4UU6YeVKx988IFOPvlk/exnP9PevXuDSri6ulpTp07Vueee22whRfrhaN/PP/9ckyZN0u233y6XyxVUPEl67LHHNHbsWM2aNavFP+eaNWt01VVX6aSTTlJJif+9vGZ8+umnGjp0qP7whz80W0iRpL179+qhhx7S8OHDtWzZsqDjAQAARIstZXWG6wGZSRHKBAA6psYOeppPZxNUMWXJkiXasmVLs/ctFosyMzOVmJjo9/6HH36oMWPGaPv27QHFra2t1RlnnKG///3vfmOmp6f7nffcc8/pF7/4hTweT0DxJOm3v/2t/vd//9dvMSYtLc3vNpt58+Zp0qRJOnDgQMDx3n//fZ199tkqLS31uZecnOx3q9TOnTt14oknasmSJQHHAwAAiCbeK1MGZlFMAYBDmemZEhtnlTWGVX1tEZJNUqmpqbr88sv15ptvauvWrWpoaFBpaalqa2u1Y8cOPf/88+rTp49hTnFxsU455RRVVVWZjnPbbbdp/vz5hrHjjjtOn376qaqrq1VeXi6n06kZM2ZoxIgRhudmzJihxx57LKA/11//+lc9/fTThrG+ffvqlVdeUVlZmZxOp2pra7VgwQKdeeaZhufWrVunSy+9NKACzoYNG3TZZZcZCjcpKSm67777tHPnTlVXV6u2tlbr16/XbbfdppiYnyqJVVVVOu+887R///6A/owAAADRoqrBpT1VDYYxVqYAgJGZ03zi6JfSZm36Gxw6dKheeuklORwOvfXWW7riiivUr18/xcb+1IolPz9fN998s1atWqVzzjnHMH/z5s165JFHTMVaunSpXn31VcPYlVdeqXnz5mnKlClKSvrhG2laWpqmTp2qxYsX65RTTjE8/9BDD6moqMhUvOrqap8zsI844ggtWbJE1157rTIyMiRJ8fHxOu644/TRRx/pf//3fw3Pz5kzR//4xz9MxZN+OHe7urr64HVWVpbmzp2rBx98UL1795b0Qy+YIUOG6A9/+INmz56thISEg8/v3r1bDzzwgOl4AAAA0cR7i48k9c/wvxIaALoqMytT2OLTdkEVU/Lz8/Xaa69p9erVuv766001P01LS9OMGTM0duxYw/hzzz2n2traZmb95J577jFcjxw5Ui+//LJhdcahUlJSNGPGDPXs2fPgWH19vR5++OFWY0nSH/7wB+3bt+/gdXJyst57770WTwh65JFHNGXKFMPYfffdJ7e79crgokWL9MknnxjGXnzxRY0bN67ZOWeffbbuv/9+w9grr7yiHTt2tBoPAAAg2mzx2uJjT0tQUhwfCADgUBRTwiOoYspNN92kq6++utlCRnMSEhL05JNPGsZqamr073//u8V533//vT7//HPD2O9//3vFxcW1OC8zM1PTp083jL3++uutNod1uVwqLCw0jP36179W//79W5wnSc8//7yho/y6dev0wQcftDrviSeeMFxPnDhRF198cavzfvvb36pfv34HrxsaGvTss8+2Og8AACDabC41FlMGZLIqBQC8sc0nPML+Nzhp0iR169bNMLZixYoW58yePdtwPWjQIJ100kmm4l1yySVKS0s7eO1yufTRRx+1OGf+/PmG5rFWq1XXXXedqXgDBw7UiSeeaBjzzt9bdXW15syZYxi74YYbTMWLjY3VVVddZRj75z//aWouAABANKH5LAC0jpUp4RH2YorVajWspJCkPXv2tDjn/fffN1xPnTrVdLyUlBSdffbZLb6vtXhHH330wZ4lZlxyySWG648//lhNTc3/D3rOnDmqq/tpD3BcXJzOO++8oOPt2LFDy5cvNz0fAAAgGnhv86H5LAD4YmVKeETkb7ChwdiF/dBtMd7279+vlStXGsaOPfbYgOIdc8wxhuu5c+e2+Lz3/bbGO3DgQIvFDe94RxxxhJKTk03HGzRokE8vly+++ML0fAAAgGiws6LecN2P5rMAYOBu8sjV2HoxJSGRlSltFfZiitvt1rZt2wxjhzaJ9bZu3TqfsfHjxwcUc8KECYbrysrKZk/1aWpq0saNG9sUb9iwYbLZbIYxf3+OH61du7ZN8fzNaSkeAABAtPF4PNrlNJ7mk2+jmAIAhzKzxUeS4tjm02ZhL6bMmTNHlZWVhrExY8Y0+/z69esN1+np6crKygoopr/Gsd7v/dHWrVt9Vs6YaTx7KIvFor59+5qK5+9eoPH8zWkpHgAAQLQpqWlUfZPHMNbblhChbACgY2o0WUyJZ5tPm4X9b/BPf/qT4TolJcWnYeuhvFeJ5OfnBxwzMzNTKSkphrENGzaYihdsTO8eK83Fq6qq0u7du8MWDwAAIBrtchq3+MRYpNy0+AhlAwAdU4OJfikSK1NCIazFlC+++MLnmOArr7xSCQnN/1ahtLTUcN3SlqCW5ObmGq7LyspMxYuLiwt4JUwg8fyNB/Nn9I5XXl4e8DsAAAA6qp0Vxi0+vdISFGvlN6sAcCjTK1PomdJmYfsOVF5ermuvvdYwlpaWpmnTprU4r6qqynAdSGPWQyUlGbu9e7+3o8QLNqZ3PJfLZTghCAAAIJp5r0zJZ4sPAPiorzO7zYdiSluFpZji8Xh05ZVXavv27Ybxp556qtVVGNXV1YbrxMTgGo15Fxu839tR4gUb0zteSzEBAACizU6v5rO9aT4LAD4aG8xu82FlX1vFhiPIfffdp/fff98w9rOf/Uw33HBDq3Nra2sN1/Hxwe2N9d5K5P3ejhIv2Jj+tko1F9MMh8Mhu90e9PyCggIVFBQEPR8AAOBQPitT0lmZAgDeXGaLKfGhLaYUFhaqsLAw6PkOhyOE2YRHuxdTXn75ZU2fPt0wNnToUL355pum5nuv0vA+aces+nrjN+DmVn9EOl6wMb3jtRTTDLfbreLi4qDnO53OoOcCAAB421lh/FmHk3wAwFdjo7liSmxcaIspTqezTZ8fo1G7FlP+8Y9/6MYbbzSM2e12zZkzR5mZmabekZqaargOtg+I9yoN7/d2lHjBxvS3CqW5mGZYrVafpraBsNlsQc8FAADwtstrm09+Ott8AMBbpFam2Gw25eXlBT3f4XDI7TaXe0fRbsWUOXPm6NJLLzX8hXTv3l2ff/65zzG+LfEuCNTU1ASVT7DFjWC3yrSlmBLMn9E7XmxsbJtWpuTm5qqoqCjo+QAAAKHS2OTW7krjyl1WpgCAL5fplSmhbUDb1jYPdrs96la2tEvXmUWLFun88883bFex2Wz67LPPNHTo0IDe5b2CZc+ePUHl5D2vuZUx3uMNDQ0+xyWb4b3ny2w8Kbg/o3e8jIyMgN8BAADQEW0pq5XHa4xiCgD4Ml9MsbRzJp1fyIspy5cv15lnnmk4SSY5OVkfffSRjjzyyIDfN3jwYMP1zp07A35HWVmZzxHE3u9taTyYmLt27TIVLzU11Wc7TXvGAwAAiDb/3lZmuM5NjVe3pLgIZQMAHZf5Ygqn+bRVSP8G169fr1NPPVXl5eUHx+Lj4zVr1ixNnDgxqHd6r2SpqKgIeKXItm3bWn3vj/r37+9zms7WrVsDiufxeHyOgW5pRY73vUDjSb5/xkBXAAEAAHRUH206YLg+pV+mLBZ+qwoA3swejUwxpe1C9je4fft2nXzyySopKTk4FhMTo7/97W+aMmVK0O8dNmyYz9g333wT0DsWL15suE5NTW322N/Y2FgNGjSoTfHWrVvnc5rNYYcd1uzz3n/GQOP5m9NSPAAAgGixfE+lPttqXJlyav+sCGUDAB2b2ZUpoW5A2xWF5G9w9+7dmjx5sqFhjMVi0euvv67zzz+/Te/u3r27Ro4caRhbuHBhQO/wfv6kk05q8bcZJ510UkjjZWVlafTo0abjff/99wE1od20aZP27dtnGJs8ebLp+QAAAB3VmyuNveSykmL1s8HdIpQNAHRsZk/ziWFlSpu1+W/wwIEDOuWUU3y2pjz//PO6/PLL2/p6SdI555xjuJ45c6bpuTU1Nfroo49afF9r8b7++mufniQtmTFjhuH6zDPPVGxs8wcnTZkyxXDyTmNjo2bPnh10vPz8fB1xxBGm5wMAAHREHo9HH240bvG5eUye0hLa7UBKAIhqLpfJlSkUU9qsTX+DTqdTp512mtauXWsYf/zxx3XTTTe1KbFDnXfeeYbrTZs2ae7cuabmvvvuu4YtN7GxsTrrrLNanDNp0iRlZf20fNTtduuVV14xFW/z5s0+uZ177rktzklJSdEpp5xiGHvppZdMxXO5XHr99dcNY60ViwAAAKLB5rJabS2vM4ydN7R7hLIBgI7P7MoUeqa0XdB/g7W1tTr77LO1bNkyw/g999yjO++8s82JHerII4/02bZyxx13qLGxscV55eXluueeewxjV155pXJyclqcFxsbq//5n/8xjD3zzDN+G9l6u+WWW+Tx/HR435AhQ0wVN373u98ZrhcsWOCz4sSfp59+2pBXXFycT+4AAADRaPke42mMOSlxGt0jNULZAEDH12j2NB96prRZUH+DjY2NuvDCCzV//nzD+G233abp06eHJDFvjzzyiOF61apVuv7669XU1OT3+erqal188cXas+enfbYJCQm67777TMW74447lJ2dffC6pqZGF154oaHBrrdp06bps88+M4w99NBDiomJaTXecccdp9NOO80wdtNNN2np0qXNzvnoo4/0wAMPGMauvfZa9evXr9V4AAAAHd3KfdWG68NzUjnFBwBaYPpo5FiKKW0V1IbT22+/XZ988olhrHfv3ho6dKj+/Oc/B/y+tLQ0XXbZZS0+M378eF111VV64403Do69+eab2rx5s+69914df/zxSkxMVFVVlf71r3/poYce0urVqw3vuOeee9S7d29TOaWmpurpp5/WFVdccXDsu+++07hx43Tvvffq/PPPV0ZGhhoaGrR06VI9/vjjPr1ZTj75ZF100UWm4klSYWGh5s+ff7D5bGlpqU488UT95je/0bXXXiu73S63263NmzfrxRdf1PPPP28oJvXs2dOnuAIAABBt6lxNevV7h6b/Z4dhfGROSoQyAoDo0MTKlLCxeA7dk2LSCSecoK+++ipkSfTp00fbt29v9bmamhqdeuqpfk/XsVgsstlsqqio8Dv3wgsv1IwZM2S1BvY/moKCAj377LN+79lsNlVVVcnt9v0f7JAhQ7RgwQLD6hYzZs2apalTp/pdcZOcnCyXy6WGhgafeykpKfr888919NFHBxTPm91uV3FxsfLy8lRUVNSmdwEAAARqe3mtznx3ldbu9z3Z8I2zh+jKw3MjkBUARIfXpq/Qok+KW33u6fdPUmZ2YqvPhUs0fg6NqnJUcnKyPv30U7/HLXs8nmYLKTfffLPeeeedgAsp0g+rRR5++GG/W3WcTqffQsrEiRP11VdfBVxIkaTzzz9f77//vjIzM33u1dTU+C2k2O12zZ07t82FFAAAgEjZX9Ogf20+oH7Pf+O3kCJJE3tnhDcpAIgyZhvQxrEypc2i7m8wNTVV//jHPzRr1iyNGzeu2ecsFosmT56sefPm6fnnn1dcXFzQMadNm6Zly5bp3HPPbfGI42HDhum1117TvHnz1KNHj6DjnXnmmVq/fr1uvfVWpaWlNftcdna2pk2bprVr17b4dwEAANCRPbN4l3J//7XOeHeV3/uxVouemzJQA7KSwpwZAEQX0z1TOM2nzYLa5tOR7Ny5U4sXL9bOnTtVV1enlJQU9e/fX0cffXSrp/YEo7y8XIsWLdKmTZtUWVmp+Ph42e12jRkzRkOGDAl5vIaGBi1evFhr165VaWmpLBaLcnJyNHLkSI0dOzao1TYticblVQAAIHrtr2lQ3h++VkOT74+kw7OTdcc4u04f0E15toQIZAcA0eX3v16qVV83f2jKj1766rQOVVCJxs+hQTWg7Ujy8/OVn58ftngZGRk644wzwhYvPj5exx9/vI4//viwxQQAAAiXhbucfgspibFWfTB1pPpnshoFAMxqcplbmRITy8lobdVxSlEAAADoUmau3adz/77aZ3xEdopmXTicQgoABKjRRM+U2Hgrx8yHQNSvTAEAAED0cVTW68oP1vuMTzuujx4+oV8EMgKA6GemZ0pcB9reE80opgAAACDs3ltfolo/y9HPGtQtAtkAQHA8Ho++mbNbi+fs1q5NTtXXNUU0n7oaV6vPxFBMCQmKKQAAAAi7f6zzbZD45OT+Gp9ni0A2ABA4d5NHf7r3O303b2+kUwkIK1NCg2IK/HI4HLLb7X7vFRQUqKCgIMwZAQCAzmJbWa2+2llhGJt5/jBdNCz0JzECQHuZM2Nb1BVSpMgdi1xYWKjCwkK/9xwOR5izaTuKKfDL7XaruLjY7z2n0xnmbAAAQLQqrW3Uuv01Kq6s15LdTs3fWaGluysNz8RZLTpjINt7AEQPj8ejOX/bFuk0ghIbH5liitPpbPYzZjSimAK/rFarcnNz/d6z2Vh+CwAAWvfBxv267J/rVNXQcg+B43qnKyU+JkxZAUDble6tU8WB+kinEZTYuMic5GOz2ZSXl+f3nsPhkNtt7ljnjoJiCvzKzc1VUVFRpNMAAABRasaafbpk9lpTz14z2v8vcACgo6osi85CiiRl9YjMsfMttYuw2+1Rt2qFYgoAAABCykwhxWqRjrGna+qwbF06gl4pAKKLy+WJdApBGzgiM9IpdAoUUwAAABASHo9H3++paraQ0jc9UaN7puqEPhk6c2CWBmYlhzlDAAiNJj9Hu0eDzOxETTo3P9JpdAoUUwAAANBmpbWNOv1vK7XEq7msJPVIidP2WycoMZa+KAA6h6YoXJmSmZ2oX00/Qim2uEin0ilQTAEAAEDAGprcKly8SwuLnHJ7PPpkc2mzzy69egyFFACditmVKVk9EpXeLaGds2klh5wk9T0sXSecl6/kVAopoUIxBQAAAKZ4PB69sKxYf19XolX7qlVW52p1zjMnD1Dv9MQwZAcA4WN2Zcppl/XX5Av7tm8yiAiKKQAAAGiVx+NRwedb9Psl5k77621L0C9H9tDt4+ztnBkAhJ/L5MqUmFhrO2eCSKGYAgAAAL88Ho/W7a/RM4t3acbafapuNPfh4dET++nuY/u0c3YAEDlmV6bExFraORNECsUUAAAA+HC53Tpn5uoWe6FIUnyMRRcdlq3De6TKIunInmk6sW9GWHIEgEgxXUyJYWVKZ0UxBQAAAAYej0envbNSX2wvb/aZ84d217Wjc3VCnwwlxdFcFkDX0tRkdpsPK1M6K4opAAAAXZDL7Zb7kF+s7qqo15xtpdpX3agH5m9vdl5WUqzePHuozh7cvf2TBIAOim0+oJgCAADQCewor9O3eyrV5Pb/A35VQ5MWFzu1cl+1HFX12lFRH3CMu4/J18Mn9FOMlQ8HALo2s0cjx9KAttOimAIAABDFtpXV6m9r9unBBdvV0GTuN6WBOsZu0/zLj6CIAgD/5TLZkJuVKZ0XxRQAAIAoVOdq0mnvrNRXOyvaNc6xdps+umQkhRQAOITpbT5xrEzprCimAAAARKEnF+0KeSGlW1KsxvWyKTMxVsOzU3Ri3wwdbU8PaQwA6Aw4zQcUUwAAAKLM4qIK3d9Ck9hh3ZP9jsdaLRqVk6qj7TaNyE5Rblq8LIfcs9sSFGvlB38AaA2n+YBiCgAAQJS55bNNfsdfPmOwrj0iVxYLP7wDQHsyuzIllmJKp0UxBQAAIIpsKq3Rt44qw9igrCRtuHEcRRQACBOzp/nEcJpPp0UxBQAAIAp4PB5tKavVHXM2+9z750UjKKQAQBiZ7pnCypROi2IKAABAhHk8HtW63Cpy1mt1SbXW769RQ5NbOyrqtcxRqS1ltapvcsvt52f3m8b00rDslPAnDQBdGCtTQDEFfjkcDtntdr/3CgoKVFBQEOaMAADonL7aUa5fvr9Ou5z1Ac+1SLr1qLzQJwUAaBErUwJXWFiowsJCv/ccDkeYs2k7iinwy+12q7i42O89p9MZ5mwAAOi8fvXJxqAKKZJ0y1F5GtqdVSkAEG6sTAmc0+ls9jNmNKKYAr+sVqtyc3P93rPZbGHOBgCAzqmstlHrD9QEPK9veqKuGd1Tdx2b3w5ZAQBa4zK7MiWGlSk/stlsysvzv5rS4XDI7TZXoOooKKbAr9zcXBUVFUU6DQAAOjV/hZT4GItG5qSoT3qirBaLMhNjNTY3TUf0TFVWYpz6ZybSbBYAIszsypTYOFam/KildhF2uz3qVq1QTAEAAIiQ9fuNxZTU+BhV/PY4WSmWAECHRs8UUCYDAACIkHVeK1NO6ZdJIQUAogA9U8B/WQAAgAhZsbfKcD20W3KEMgEABIKVKaCYAgAAEAEut1tztpYZxo7MTY1QNgCAQJgpplhjLPS46sQopgAAAETACW8v9xkb34sT8wAgGjQ1tb7Nh5N8Ojca0AIAAITZvzYf0MIip2GsZ2q87LaECGUEoCtxudxybK9S8dZK09tVYFSxv77VZ+iX0rlRTAEAAAizF5b5Hv94/pDuLAcH0O7WLt2vtx5fpf2O2kin0unRL6Vzo5gCAAAQRk1ujz7eXGoY65ESp6dOHhChjAB0Feu/PaBnbl8S6TS6DIopnRvrjgAAAMJoyjsrfMa+vWaskuNiIpANgK7C3eTRa9N9v/6g/bDNp3Pjvy4AAECYzNlSqi+2lxvG+qQnKI9eKQDaWfHWSpXurYt0Gl1KLMWUTo3/ugAAAGHyxNc7fcamDsuJQCYAuppdm52tP4SQikvg43Znxn9dAACAMKhqcGnBzgrDWI+UON03sU+EMgLQlTTUNUU6hS6n9yCOu+/MKKYAAACEwZfby9Xo/ukI0jirRZtvHq/UeM4DAND+GhvckU6hyzn8GFYedmYUUwAAANrZir1V+tnM1Yaxo+02CikAwoZiSniNOiZb407JjXQaaEd8BwcAAGhHW8tqdeJflvuMX0yvFABhRDElPCxW6dRL+unc6wbLYuFo5M6MYgoAAECIVdS5tOFAjUpqGnX5B+tUVucy3M9Li9fVo3tGKDsAXZGr0Vwx5dzrBis7L6mds+mcMronKn+QTclpcZFOBWFAMQUAAMCPxia3luyuVElNgzaX1mpfTaO2ltVqX3Wj3+erGpu0fn+N6pvcOqQ1io+clDi9d8FwJcbGtFPmAODLZXJlyhHH58g+gMapQGsopgAAgC6juqFJu6vqW31u6e5K3frZJpXWulp9NhBp8TFac8NR6p4cH9L3AkBrGhvMneYTG0dbTcAMiikAACDquT0evfq9Qy9/v1s7K/wXSzyS9tf4X1USLi+ePohCCoCIMLvNJy6eVXOAGRRT4JfD4ZDdbvd7r6CgQAUFBWHOCAAA/55bUqRf/3uLXC3trYmQtPgY5acnaEKeTVcdnqtje6dHOiUAXVRjvbliSmw8K1PQPgoLC1VYWOj3nsPhCHM2bUcxBX653W4VFxf7ved0OsOcDQAAvkprG3X2jFVaVNT+35eGZydrSLdkZSXGaUi3JKU085vbninx6peRqBirRf0yEjn6GECH0Wh6ZQrFFLQPp9PZ7GfMaMR3ePhltVqVm+v/XHSbjYZUAIDw+njTAd0zb6uKKxskSR6PRwdC3M/EW4xFOn1gN/3lnKHKSORkBgDRzfQ2H3qmoJ3YbDbl5eX5vedwOOR2R9fx3RRT4Fdubq6KiooinQYAAPp+T6XOf2+1GprMbeN55uQBOqJnqt978TFWHdY9WakmegJYLVKslQ8VADoHtvkg0lpqF2G326Nu1QrFFAAA0CEVOet05xdb9c6afaaeH56drBXXHaUYq6WdMwOA6GNmZUpsnFUWC19DATMopgAAgA7p+o836l9bSlt9blJ+un53TL5O7Z9JIQUAmmHmaGT6pQDmUUwBAAAdzr7qhmYLKR9MHaG0/27T6Z+ZpPz0xHCmBgBRyezKFADmUEwBAAAdzhfbynzGLjosW38+Y7CykmgGCwCBMtMzhX4pgHkUUwAAQIczb0e54XpEdopmXjA8MskAQCdgZmUK23wA8/jXAgAAOpwV+6oM15eP6hGhTACgc2hkmw8QUqxMAQAAHYrb49HqfdWGsVE5/o86BgBJ2ldUrVVfl6hoS6UaG8wdAdzVVFc0tvpMXALFFMAsiikAAKBD2V5ep2qv36COykmJUDYAOrrP3tmqWS9vlIsiSpvFxcVEOgUgalBMAQAAHcryvcYtPt2SYtUzNT5C2QDoyJb8e7dmPr8+0ml0GjSgBczjXwsAAOhQFu6qMFwf2TNNFoslQtkA6Kg8Ho/e/cO6SKfRqdCAFjCPfy0AAKBDWVhkLKYc2zs9QpkA6Mj27qpWxYH6SKfRqVBMAczjXwsAAOgw3B6PvnMYt/kca7dFKBsAHdneXTWRTqHTSU6Li3QKQNSgmAIAADqM0tpGNbo9hrGh3ZMjlA2AjqyhvinSKXQ6/YdlRDoFIGpQTAEAAB1GSY3v0Z3ZyTSfBeCrkWJKSKXY4jR6Yo9IpwFEDYopAACgwyipNhZTbAkxSojlxxUAvhrqKKaESkyMRVfcNVLp3RIinQoQNTgaGQAAdBj7ahoM19nJ7N8H4F9DvTvSKUS9xORYDRiRoYtuHqreg+hPBQSCYgoAAOgwvLf55KSwxQeAf2ZXptz82JEaODKznbOJPhaLlJIeL6uVo+eBYFBMAQAAHYb3Nh9WpgBojtliSkZ2omxZbF8BEFpsQgYAAB0G23wAmGX2NJ/4BD7yAAg9VqbAL4fDIbvd7vdeQUGBCgoKwpwRAKAr8N7mw0k+AJpjvpgS086ZADCjsLBQhYWFfu85HI4wZ9N2FFPgl9vtVnFxsd97TqczzNkAALqKYme94bpnKsUUAP41mmxAG59IMQXoCJxOZ7OfMaMRxRT4ZbValZub6/eezUanbwBA+9jlVUzJt9HnAIB/9SZ7prAyBegYbDab8vLy/N5zOBxyu6PrhC6KKfArNzdXRUVFkU4DANCFNLk9Kq40FlN6U0wB0AyzDWhZmQJ0DC21i7Db7VG3aoVuTAAAoENwVNWryWMcy09PjEwyADo8M9t8LFYpJpajfwGEHitTAABAxG0rq1X/F74xjCXEWDjNB+hi6uuatG9XtZq8K6t+VFU0tPpMfGKMLBaKKQBCj2JKEEpKSvT1119r69atqqqqUnJysvr06aNx48apd+/eIY9XW1urRYsWacOGDSovL1dsbKxyc3M1evRojRw5MuTxAAAIJ7fHo5P+b4XPeG9bIh+CgC6ieGul/u/pNdq0slSeELZNSKBfCoB2ErJiisfj0ebNm7VkyRItXbpUS5Ys0ffff6+6ujqf54IVih+ovvzyS51wwglBzZ0/f76mT5+uL774otnmOBMmTNBdd92lc845pw1Z/mDbtm166KGHNGPGDNXW1vp9pm/fvrrtttt0yy23KC6O394BADo+l9utR/+zU59sOaB6l0dr91erwc9voY/omRqB7AC0h71F1dr4fal2bXL6rDrZsrpMuzZVtkvcOIopANpJm4opVVVVeuyxx7R06VItXbpU5eXlIUqrY3G5XCooKNAf//jHVp9dvHixzj33XE2dOlWvv/66UlJSgor51ltv6cYbb2y2iPKj7du3q6CgQG+88YZmz56tAQMGBBUPAIBw8Hg8uuqDDfq/1XtbfG5AZqIePqFfmLIC0F7cbo8+/b+tmv3KRrlNbN0JNZrPAmgvbSqm7N+/X48++miocumQ3G63LrvsMs2cOdPv/fT0dFVUVPiMz5w5U3v27NFnn32mxMTAmue98MILuuWWW/zeS01NVW1trZqajN3LV61apYkTJ2rBggUUVAAAHcqcLaV6fYVDB2pd+ve2slafn3ZcHwopQIRVVTRo97Yq08cPN+df/7dFG74rDVFWgYtP4LwNAO0jqnum/OlPfwp4zuDBgwN6/rHHHvMppIwcOVL33nuvTj/99IPFjXnz5umRRx7RwoULDz43f/583XbbbXr55ZdNx5s/f75uv/12w1h2drbuuusu/eIXv1BOTo5cLpdWrVqlZ599Vn/5y18OPudwOHT++efrm2++CbiAAwBAe1i/v1pnz1zldxuPt2Hdk3X9kb10y9i8MGQGwJ8De2o144/r9O2XeyKdSkiwMgVAe7F42tDEZPv27erX76ffHKWkpOjII4/UUUcdpaOOOkqbN2/Wvffea5gTyp4pbXmXGbt27dKgQYNUX19/cOzUU0/V7NmzlZyc7PO8y+XSNddco7ffftswvmTJEh111FGtxnO73Tr88MO1evXqg2N9+/bV559/roEDB/qd8/LLL+tXv/qV4e/iqaee0m9+85tW4/nz4/neeXl5KioqCuodAAD86J4vt+rRhTubvT+5b4auHp2r0T1SNSw7uK2xAELDWVqvR6//WiW7ayKdSshMOqe3Lr+TAxuAji4aP4e2aWVKcnKyfvWrXx0sngwbNkwxMT9Vf99888225hdRDz/8sKGQkpubqxkzZvgtpEhSbGysXn31VX333XeGgsi0adP02WeftRrv3XffNcyzWq165513mi2kSNL111+vb7/91rD65YknntANN9ygtLS0VmMCANCe5u0ob/be8fnp+vTSUYq1sgwfiIT6uia5m346VOGdZ9d2qkKKJA0d0y3SKQDopNpUTMnJyQlqq000KCkp0RtvvGEYmz59ujIyMlqcFxcXp9///vc6+eSTD47NmTNHy5cv1+jRo1uc+8QTTxiuL7vsMh199NGt5vrkk0/qnXfeUVVVlaQfetm89tpruuOOO1qdCwBAe6luaNKS3cYTOm47Kk/9MhJltyXo9AHdKKQAYVblbNDslzZq1dclOrCn5YMOot2wo7pr7Em5kU4DQCfFTzDN+PDDD+VyuQ5ep6en65JLLjE196STTvJZTTJ79uwW52zdulUrV640jN1www2m4qWnp2vq1KkBxQMAoL0tKqqQy/3TNtQYi/TIif10x/jeuvCwHKXE08sACKf9jhrdd9kCzZu9s9MXUo6anKvrHxwtq9XS+sMAEISobkDbnt5//33D9VlnndXs9h5vFotFU6dONZx09P777+vBBx80HS8vL0/HHnus6XwvueQSvf766wevFy5cqAMHDqhbN5Y2AgAiw3uLz1G9bEqN50cPIBI8Ho9efWiFKg7Ut/5wB5I/2KYRE7JNP9+tR6L6DctQnyHp7ZgVAFBMadaXX35puA6ksCFJxxxzjOF6xYoVLRY35s6d26Z4EyZMkNVqldv9w77XpqYmzZs3TxdccEFA7wEAIBQ8Ho9mrd9vGDuhT0ZkkgGgvbuqtWlF60eTdwRx8VYNGJmpn99xmOwDbJFOBwD8opjix65du1RZadzjPX78+IDeMWHCBJ+xdevW6bjjjvP7/Nq1a9sULy0tTcOGDTM0sF23bl1A7wAAIFTunbdN6w8YG1me0i8zQtkA2LqmPNIp+DjyhB666KahhjGL1aLMnETFxtKNAEDHFvXFlA0bNmjz5s0qKSlRXFycunXrpl69emnEiBGyBtnUbv369T5j/fv3D+gd3bp1k81mk9PpNLzXXzGlrq5O27dvb1O8H+ccWkzx9+cAAKA9OetdmrW+RI94HYc8KCtJJ/TNiExSAFRV0RjpFA6KibHoghuH6NSf95PFQk8TANEpqosp3bt314EDB/zes9lsmjhxon71q1/pzDPPDOgL9caNGw3XaWlprZ7i40/v3r21Zs2ag9cbNmzw+9yWLVsObs/5UX5+flDxDtVcPAAAQmlrWa3unLtVXxdVqLiywe8z00/oJysfmoCIaahravM74uKtOv9XQ4Keb7FIuX1S1W9YhlJscW3OBwAiKaqLKc0VUiTJ6XTq448/1scff6xRo0bp7bff1uGHH27qvaWlpYbrnj17BpVfbm6uoZhSVuZ/n6p3vGBj5uYaj35rLh4AAKFS29ikU99ZoS1ldc0+c+bALE0dlhPGrAB4a2sxJS0jXve9eayycpJClBEARLcusRlx5cqVmjBhgv7617+aer6qqspwbfYUH29JScZvNt7vbWk8mJhm4wEAECr3z9/eYiElzmrRUycPCGNGAPxpqA++mJKZk6jbnh5LIQUADhF1K1MSEhJ04oknasqUKTriiCM0ePBgZWRkyGq16sCBA1q1apU+//xzvfbaayovLz84r66uTldeeaW6d++uKVOmtBijurracJ2YmBhUrt7FDe/3tjQeTEyz8QAACIVvip166utdfu/lpMQp35ao3x7dW4d1TwlzZgC8mV2ZMvLobMUnxkj6YTVK/mCbJkzJU8J/xwAAP4iqYsrTTz+tq666SllZWX7v9+rVS7169dKUKVN0//3365ZbbtHbb7998L7L5dIll1yiLVu2NPsOSaqtrTVcx8fHB5VvQkJCi+9taTyYmGbjmeFwOGS324OeX1BQoIKCgqDnAwA6vgfmb/cZ+/Ppg3Xx8GxlJNIPAehI6k0WU666Z5TSsxJafxAADlFYWKjCwsKg5zscjhBmEx5RVUz59a9/bfrZtLQ0vfXWW8rOztYzzzxzcLy8vFyPPvqonn766Wbneq8KaWjw30yvNfX19S2+t6XxhoaGgFenmI1nhtvtVnFxcdDzDz3FCADQ+TjrXfpsi7Hn1+Mn9dcNY3pFKCMALTG7zSc+gRUoAALndDrb9PkxGkVVMSUYTz31lL766istW7bs4Ngrr7yixx9/XLGx/v/4qamphuu6uub3grfEe2WI93tbGq+rqwu4GGI2nhlWq9WnoW0gbDZb0HMBAB3fjoo6ebzGbqSQAnRYDXXu1h+SFJ/QJVoqAggxm82mvLy8oOc7HA6fE247uk5fTLFYLLr33nt1zjnnHBxzOp36+uuvNXHiRL9zvIsQNTU1QcVuSzGlpqYm4OOYQ1lMyc3NVVFRUdDzAQCdW5HTuBqyR0qcbAmd/scKIGrV17pafSY2zqqYWIopAALX1jYPdrs96la2dImvlqeccorPKo8lS5Y0+3xmZqbheu/evUHF9d735f3elsb37NnTbvEAAGir4kpjMSUvjR4LQEdmZptPfGKX+GgAACHRJb5iJiUlqW/fvoaxffv2Nfv84MGDDddOp9NwMpBZu3YZTzjwfu+PBg4cKKvV+J9i586d7RYPAIC2Kq409hOjmAJ0bGa2+cTRLwUATOsSxRRJPqf3lJWVNfvs0KFDfca2bt0aULzS0lKfJqz+3iv90Ci2T58+bYonSdu2bTMVDwCAttpaZtxaSjEF6NjMHI2cQDEFAEzrMpubvVeWpKenN/ts7969lZqaqqqqqoNj33zzjY488kjT8RYvXuwzdthhhzX7/LBhwwzFkG+++cZ0LEmqrKzU2rVrTccDACBY/9lZrrdXGbfA2m0UU9A5uFxuObZXaf/u2tYfjiI1VY2tPhOfSDEFAMzqEsWUxsZG7dixwzCWk5PT7PMWi0UnnniiPvzww4NjCxcu1I033mg65sKFCw3Xo0aNUvfu3Zt9/qSTTtLHH3988HrRokWmY0k/FG+amn76jUNMTIxOOOGEgN4BAEBLqhua9IclRbpn3jafewMyAzuBDuho3G6P5n+wS++9sF611a03a+2MKKYAgHldYpvPV199perqasPYqFGjWpxz6Ok/kvTRRx8FdKrPzJkzW3xfa/GKiop8CjItmTFjhuH6mGOOabF4AwCAWS8sK9agF75R6pML/BZShnVP1tmD+J6D6PbPVzbqL0+u7rKFFEmKZ5sPAJjWJYopjzzyiOE6KSlJkyZNanHO2WefrdjYnxbuVFRU6N133zUVb+7cudq8ebNh7Nxzz21xzoABAzRy5EjD2EsvvWQqXkVFhU8xpbV4AAD44/F49J2jUh9u3K+Xv9utQS98o1s+3aTNZf63PBxtt+mLXxyulHg+hCF67dzo1Cd/2RLpNCKO03wAwLyo+Irp8XiCnvvEE09o3rx5hrGLL77Y56hkbzk5ObriiisMY9OmTWv1VJ/GxkbdcccdhrGTTz7ZVL+V3/3ud4brv/71r/r6669bnXfnnXca+rtkZWXp2muvbXUeAACH8ng8uvajDRrz2rf62czVuuGTjc0WUSTpjIFZWnD5EeqZSr8URLeVi/bJ0/phN50e23wAwLyoKKb83//9n37+859rxYoVpue4XC7dfffduvvuuw3jiYmJeuihh0y947777lN8fPzBa4fDoUsuuaTZ7T4ul0vXXXedVq1aZRifPn26qXiXXnqphg0bdvDa7Xbr0ksv1ZYtzf+m5OWXX9bLL79sGLvzzjtls9lMxQQAdG37qhu0aFeFFu2q0C/fX6fXV+xpdU6MRTp9QJb+eu5hirFawpAl0L52bnS2/lAXkEAxBQBMa3MD2mXLlmnZsmV+7/lbVfHnP/+52XdddtllSktL8xlvamrSu+++q3fffVcjRozQBRdcoAkTJujwww9Xz549ZbFYDj63Zs0aff7553r++ee1fft2n3f96U9/Uu/evU392fLz83XPPffo/vvvPzj22WefacKECbrvvvt0+umnKyUlRbW1tZo/f74efvhhnz4nV199tcaPH28qntVq1QsvvKDJkyfL7f7h1yPbt2/X0Ucfrbvvvlu/+MUvlJ2draamJq1atUrPPvus3n77bcM7hg8frltvvdVUPABA1/bq97t1wycb5TaxADQ+xqJbxubpf4/to/TEGMVao+L3MYAp9bVdt0/KoXoP4pdxAGCWxdOWPTSSHnjgAT344IMhSWbbtm3q27evz/ibb76pq666yu8cq9WqtLQ0WSwWVVRUNLslyGq16qmnnlJBQUFAObndbl188cV67733/N5PT0+X0+n0G/e4447TnDlzlJSUFFDM5557Trfffrvfe6mpqaqrq5PL5ftNv0ePHlqwYIEGDRoUULxD2e12FRcXKy8vT0VFRUG/BwDQsf1l5R5d/sH6Vp8bkJmoMblpevaUgeqVxnYedE5P3rJYG74rjXQaEWWxSg++PVF5/X1/sQkA7S0aP4dG/dHIbrdbFRUVLT7Tr18/vfXWW5o4cWLA77darXrnnXeUk5OjF1980ed+c7EvuOACvfnmmwEXUiTptttuU2pqqm6++WbV1dUZ7h3aG+VQw4cP1+zZs9tUSAEAdA2r91Xpmo82tPjMFaN66M2fHRamjIDIaqynYcoZvxhAIQUAAhAVa3SnTJmiwsJC/exnP1OPHj1MzUlMTNTkyZM1c+ZMbdy4MahCyo/i4uL0wgsv6Msvv9TkyZMPbivyZ9y4cZo1a5bee+89paamBh3z6quv1po1a3T55Ze32Cy3T58+evrpp/Xdd99RSAEA+FXb2KSrPlivpMfnyzJ9nka+vEyNfvb22BJi1D05TpcOz9ELpw2OQKZAZLgau24xJS7eqgtvGqJzruXnSAAIRJu3+UTC3r17tWHDBu3atUv79+9XdXW1JCkjI0OZmZkaOHCgRo8erbi4uHaLv3jxYm3dulXV1dVKSkpSfn6+xo8fr/z8/JDHq6mp0aJFi7RhwwaVl5crNjZWPXv21OjRo3X44YeHNFY0Lq8CgK6qos6lO+Zs1uJip9wtfDvfWNr8iTzSD8cbL7j8CJrJosuadul8Obb7X/37o6TUWJ1/w5AwZdT+LBYpx56sPkPTlWqLb30CALSjaPwcGpXbfHr06GF6hUp7xT/nnHPCFi85OVknn3yyTj755LDFBAB0TFtKazVnW6mc9U26a+7WNr/PapH+8jNO5UHX5mpofWVKii1OJ13QJwzZAACiQVQWUwAA6CreW7dPry3fo4p6lxyVDdpeUdf6JJPirBY9emI/DcgKvL8X0JmY2eYTF8+xwQCAn1BMAQAgAI7KepXXu+TxSDsq6lRcWR/wO6oamrT+QI3qXS3vtP18W6mKKxuCTdWHPS1Bj57YT0fmph28Tk/kRwGgsaGp1Wdi46Ki1SAAIEz4CQoAABMam9yaOmut/rlhf6RT8Wty3wzdPDav2fs9UuI1Ps/Gdh7Aj0ZTK1MopgAAfkIxBQCAQzQ0ufXRpgP6ZPMBrd1fox/7ui4udkY2sUMkxlp1fH664mOsio+x6LT+Wbr2iNwWT5sD0DyXiaORKaYAAA5FMQV+ORwO2e12v/cKCgpUUFAQ5owAwLwmt0fby+tU3xTYcad1LrfOeHel9lY3tlNmbfPSGYNlS4jR5L6Zyk7h9A0gFNxuj5qaWj/ckmIKALRNYWGhCgsL/d5zOBxhzqbtKKbAL7fbreLiYr/3nM6O89tZADhUvcuthxds12sr9mhPVeh6jTQn1mrR4KykoPqO9EiJV/+MRFlNrCYZkJmoX47sqRQaYAIhZ6b5rETPFABoK6fT2exnzGhEMQV+Wa1W5ebm+r1ns9nCnA0A+CqtbdQflhRp7vZyNbrdcnukpbsrwxL76sN76tWzhkgSW2uAKNdoYouPJMUlUMwEgLaw2WzKy/Pf383hcMjtDmxFcaRRTIFfubm5KioqinQaADq53ZX1KqtzBTzvb6v36smvd6nR3frS/LY4qlearjq8p+KtP/1GemBWko7rnU4RBegkWJkCAOHRUrsIu90edatWKKYAAMKuscmtaz7aoL+s2hvpVPzqlRavx07sr8tH9Yx0KgDamZljkSV6pgAAjCimAADCqrLepdP+tlKLitqv/1JynFWvnTVElwzv0W4xAHQOrgaTK1MopgAADkExBQAQVnfO3RrSQsqgrCTdOKaX0hN++JYWH2PRxN4Z6pORGLIYADqvRrPFFLb5AAAOQTEFABAWuyrqVPhNkf707e6QvC8tPkbXjM7V0ycPUIyV/iUAgtNosmcK23wAAIeimAIAaHdLip069Z0Vqqj37U0w75ejNalPRviTAtDpVJTWa803+1W8tVINfr7e+J2zv97UcxRTAACHopgCAAgpj8ejzWW1qnO55XJ7NHNtiR5ftNPvs3cdk08hBUBILPykSH/7/VrVVgV+QpgZcfEcjQwA+AnFFABAwGas2acZa/ep1mVcHl/vcuub3U7VmFg2/8uRPfTwCX3bKUMAXcmaJSV6ffrKdo1BzxQAwKEopgAAAjJve5kumb22Te+YdeFwnTukuywWep0AaLu/Frbta5IZbPMBAByKYgoAICCzNuwPeu7lI3vopTMHKzGW5fIAQqN0X6327qxu9zgcjQwAOBTFFABAQL51VJp+1mqRUuJidGr/TD1wfF+NyEltx8wAdEV7drR/IUWSklL4sRkA8BO+KwAATGtye7R8b5Vh7KYxvdQ/M+ngtUXSUb3SdFzvdLbxAGh3dTXt03DWW79hGWGJAwCIDhRTAACmrT9Q49Nc9oHj+yo7JT5CGQHo6sJRTBl6ZDdlZie2exwAQPRg8ycAwDTvLT69bQkUUgBEVG11+xZTUtPjdNU9o9o1BgAg+rAyBQBgWuE3uwzXY3LTIpQJAPygvVamJCbH6vBjs3Xx7cOUnpXQLjEAANGLYgoAwJSvdpRrxV5jo8cxPWkoCyCy6mqaTD134/QjZB9orgAcG2dVVo8kWa30fQIA+EcxBQBgiveqFEkan2eLQCYA8BOzK1N69U9Tz3wKwACA0KBnCgCgVaW1jfrX5lLDWHpCjE7qmxmhjADgB3Ume6YkJse0cyYAgK6ElSkAgBZ5PB5N/88ONbo9hvHNN49XDEvgAYSRy+XWnh3Vaqz/aWtP6d46U3MTk/mxFwAQOnxXAQA0q6HJrQvfW6MPNx0wjF8wtLu6J3OKD4DwqCyr17vPrdOyL/fI1eBufYIfiUn82AsACB2+q8Avh8Mhu93u915BQYEKCgrCnBGAcHJ7PPrOUanz/r5GRZX1PvcvHdEjAlkB6Ioqyxv04JULVVZibgWKP/GJMbLGsJIOACKpsLBQhYWFfu85HI4wZ9N2FFPgl9vtVnFxsd97TqczzNkACIfaxiY9vXiX3ltXopX7qpt9bnxems4a1C2MmQHoyv727Jo2FVIk+qUAQEfgdDqb/YwZjSimwC+r1arc3Fy/92w2Tu8AOqNf/3uL/vTt7hafOWtQN7121hDFx9C/HED7a2xo0ndf7W3ze5JS+JEXACLNZrMpLy/P7z2HwyG3O7htnJHCdxb4lZubq6KiokinASBIHo9H83dW6F9bDsh5SKNG/89K3+6p1NLdlS0+9+fTB+uGMb1CmSYAtGj3tio1Btkj5VA0nwWAyGupXYTdbo+6VSt8ZwGATqbO1aRLZ6/T7A37Q/K+CXk2XT6qh64/0v9qNQBoLzWVjSF5T69+aSF5DwAAP6KYAgCdTOHiojYXUvqmJ+rvFwzTkblpslpo2gggMurrWl5ZZ9awo7qH5D0AAPyIYgoAdDLf7G5bk+gR2Sn6/LJR6pmaEKKMACA4DSEopgw5IksTTmWLIgAgtCimAEAns6eqwXBtkXRjK71O4mOsGtwtSYfnpGp8nk0xVlajAIi8tq5MGXNCT/3iN8M5FhkAEHIUUwCgk9lbbSymzL5ohM4ZwhJ3ANGnodZcMeWoybnKsScfvM7qkaR+h6Wrz5D09koNANDFUUwBgE7E4/H4rEzpmRofoWwAoG3Mrkw5/me96YsCAAgra6QTAACETkW9S/VNHsNYzxSKKQCik9meKfGJMe2cCQAARhRTAKAT8V6VIkk9UuMikAkAtF29yW0+CRRTAABhRjEFADoR72JKRmKsEmP5kAEgOjXUm1yZksTXOQBAeFFMAYBOZLdXMaVHCqtSAEQvsytT4hMopgAAwotiCgB0Iruc9Ybr3rbECGUCAG1XX+cy9VwCK1MAAGHGaT4A0InsctYZrnvbEiKUCQAErsrZoO/m7VXRlkrV17r03by9pubRgBYAEG4UUwCgE9lZYVyZkk8xBUCU+HbeHr39xCpVVTQGNC8m1qLYWBZbAwDCi2IKAHQibPMBEI22rC7Ty/cvl6vRHfBctvgAACKBYgoARKkmt0e7nHVqdHsOji3fW2V4Jj+dlSkAOr4PXtsUVCFFovksACAyKKYAQAdU29iktftrVO9ya/2BGr2xYo82HKgxPFPZ0KQ6V8sfPvLTWZkCdEYej6f1h6JEbbVLa5buD3o+K1MAAJFAMQUAIqTO1aRviivlrHfJ7ZE2HKjRlzvKtaak2me7TjB62xI0KCspBJkC6Aj27qrW7Jc3asvqMpXurWt9QheRYouPdAoAgC6IYgoAhFlJdYO2lNXq5L+uUHWQy9rNuPvYfFktlnZ7P4DwWf6fvfrTtO/lami/rxnRqv/wjEinAADogiimAEA7c3s8+nRLqV7+breW7K6Uo6qhXeMlx1l15aieuuHIXu0aB0B4lO+v0+vTV1JI8cMaY9GEU/laBwAIP4op8MvhcMhut/u9V1BQoIKCgjBnBESv++Zt0yMLdwY1NyXOqlirRSNzUnX6gCxNyLPp0MUm+bZE9fZqMhtjsSjGyooUoLP49ss9qnYGdlxwV3HutYPUb1hGpNMAAJhQWFiowsJCv/ccDkeYs2k7iinwy+12q7i42O89p9MZ5myA6LW7sl5PfL2r1ecSY63qm56oCXk2jc9L0/DsFI3ITlFmUlwYsgTQkW1aWRbpFDqUmBiL7APTdN71gzXy6JxIpwMAMMnpdDb7GTMaUUyBX1arVbm5uX7v2Wy2MGcDRKcd5XU6c8ZKudzNn7qRb0vQn88YrNMHdgtjZgCiibOs7Q2po11cvFWPzpwkSUrLiFdcPCf4AEC0sdlsysvL83vP4XDI7Y6u7awUU+BXbm6uioqKIp0GELU2l9boqNe/U3mdy+feZz8fpYn56Yq1WhRrtchCk1gALair8f060tWceEEfZeVwOhkARLOW2kXY7faoW7VCMQUA2sH/fL7Fp5CSHGfViuvGamBWcoSyAhCN6mqaIp1CRCWnxemkC/pEOg0AAAwopgBAiO2vadCnW0oNYxZJ75w7jEIKgIB15ZUptsx4Xf/gaGX34msnAKBjoZgCACH293UlPn1S1t84ToO78WEAQODMFFOSUmM1YHhG+ycTJqnp8cofYtPEs3srOZVG3ACAjodiCgCE0Pwd5brpX5sMYxcPy6aQAiAobrdH9Sa2+fQZnK7/eXZcGDICAACSZI10AgDQWSzfU6mT/m+5z/ilI3qEPxkAnUJ9rbl+KYnJnG4DAEA4UUwBgBBYsLNcR7z6rZq8TkHul5Go0wZkRSYpAFHPbL+UxGQWGwMAEE585wWANrpv3jY9/J8dfu/NunC44mOoWwOdkbO0Xjs2VOjAntr2i1HWYOq5xBR+pAMAIJz4zgsAbbC9vLbZQsrmm8ZrQFZSmDMC0N4aG5r04Rub9elft6rJ5Wl9QhiwMgUAgPDiOy8AtMEyR6Xf8f89Np9CCtBJzXhunb6ctTPSaRjQMwUAgPCimAIAbbBuf43P2JKrj9SY3LQIZAOgvW1dU97hCikSK1MAAAg3vvMCQIBqG5u0uqRaNY1uPbbQ+KHqlrF5OqqXLUKZAWhv38/fE+kU/KKYAgBAePGdFwBM2nigRhe8t0arS6qbfWZo9+QwZgQg3HZudEY6Bb+SaEALAEBY8Z0XAEx46uud+t0XW1t9bjjFFKBTKyupi3QKfvUZmh7pFAAA6FIopgBAK/6wpMhUIWVUToom5me0f0JAJ+TxePTN57u18ONiFW12qq62KdIp+dVQ1/Hysg9IU/dcGl4DABBOFFMAoAVPf71Tv22mkJKRGKtYq0UDMhN1/pBs3Tw2TzFWS5gzBKKf2+3RS/d9r2VzO2Y/ko4sNs6qa+49XBYLX3sAAAgniikA0IwXlxX7LaSkxFk19xejNS6PRrNAKHzx9+0UUoKQP9imK+8eqfzBfC0CACDcKKYAQDP+uLTYZ2zqsGzNOH94BLIBOq9/z9we6RRCKrdPis7/1ZB2e39snFV5/dOU1SORFSkAAEQIxRQAaEZRZb3hemBmkl47q/0+IAFdUVlJnfY7aiOdRkiddGEfHTmpZ6TTAAAA7cga6QQAoCNqaHKrqsHYaPLDi0coNZ4aNBBKlWUNkU4h5LLzUiKdAgAAaGd8KoBfDodDdrvd772CggIVFBSEOSMgvA7UNPqMdUuKi0AmQOdWX+eKdAohFRdv1eDRWZFOAwCADqewsFCFhYV+7zkcjjBn03YUU+CX2+1WcbFvvwhJcjqdYc4GCL8Dtb7FlMwkvmQCoVbfQY9ADtapl/RTQmJMpNMAAKDDcTqdzX7GjEZ8MoBfVqtVubm5fu/ZbJwagM5vv9fKlB+OQWZnJBBqDXWdp5gy4dReOufaQZFOAwCADslmsykvL8/vPYfDIbfbHeaM2oZiCvzKzc1VUVFRpNMAIuZArXHrQTdWpQDtwuzKlB69k5WWmdDO2QQuNtaqXv1SNXpijoaPy450OgAAdFgttYuw2+1Rt2qFTwcA4If3Np/uyfRLAdqD2ZUp510/REdN9r9iEgAAINxYsw4AfrywzFgZp/ks0D7qTRZT4ulDAgAAOhCKKQDg5d01e7VyX7VhjGIK0D7MbvNJSKKYAgAAOo5Osc1n06ZNWrZsmYqLi1VfXy+bzaaBAwfqmGOOUXp6esjjlZSU6Ouvv9bWrVtVVVWl5ORk9enTR+PGjVPv3r1DHq+2tlaLFi3Shg0bVF5ertjYWOXm5mr06NEaOXJkyOMBXd19X233GTuiZ2r4EwG6gAaTRyNzQg4AAOhIQlZM8Xg82rx5s5YsWaKlS5dqyZIl+v7771VXV+fzXKjivfXWW3r66ae1Zs0av8/ExcXp7LPP1v33369Ro0a1Oeb8+fM1ffp0ffHFF812Gp4wYYLuuusunXPOOW2Ot23bNj300EOaMWOGamtr/T7Tt29f3XbbbbrlllsUF8dvzoG2qqx3aVOp8d/b6B6puvpwejUA7aG+zlznfrb5AACAjqRNxZSqqio99thjWrp0qZYuXary8vIQpdWykpISXXTRRfrqq69afK6xsVGzZs3SBx98oIcfflh33XVXUPFcLpcKCgr0xz/+sdVnFy9erHPPPVdTp07V66+/rpSUlKBivvXWW7rxxhubLaL8aPv27SooKNAbb7yh2bNna8CAAUHFA/CDHRV1PmOLrjxCSXF8kAPag+mVKWzzAQAAHUibeqbs379fjz76qD7//POwFVL279+vSZMm+S2kWK1WpaWl+Yy7XC7dfffd+t3vfhdwPLfbrcsuu6zZQkpz24hmzpypM844w2dljhkvvPCCrrzySr+FlNTUVMXE+P5AuWrVKk2cOFFbtmwJOB6An2z3Kqb0TI2nkAK0o/Xflpp6jm0+AACgI4mqBrQej0eXXXaZ1q1bZxg/++yz9Z///Ee1tbVyOp06cOCAXn75ZfXp08fw3FNPPaV33nknoJiPPfaYZs6caRgbOXKkZs6cqcrKSpWXl6umpkaffPKJjj32WMNz8+fP12233RZQvPnz5+v22283jGVnZ+uZZ57R3r17VVlZqbq6On333Xf65S9/aXjO4XDo/PPPD6qAA+AH28uN/376pidGKBOgc6utbtQrDy5Xye4aU8/HJ3WKNm8AAKCTCGkxJSUlRRMnTlRBQYH+9re/6eGHHw7l6/Xee+9pzpw5hrFp06bpgw8+0LHHHqv4+HhJUlZWlq677jotWbJEo0ePNjxfUFCg6mrjKR3N2bVrl8+f4dRTT9XixYt10UUXKTX1h4aUSUlJOv300zVv3jxdfvnlhudfeeUVLV261FQ8t9utm2++WU1NP51s0LdvXy1atEgFBQXKycmRJMXGxuqII47Q22+/rZdeekkWi+Xg8ytXrtTzzz9vKh4AX94rUyimAO3jr8+s1eLPdpt61mKR4hOi6vc/AACgk2vTTybJycn61a9+pddee00rV65URUWF5s+fr2eeeUaXXHKJ7HZ7qPJUU1OT7rvvPsPYaaed1mLBJicnR++9956Sk5MPju3du1fPPfecqZgPP/yw6uvrD17n5uZqxowZhvcdKjY2Vq+++qpGjBhhGJ82bZqpeO+++65Wr1598Npqteqdd97RwIEDm51z/fXX67rrrjOMPfHEE6qsrDQVE4DR1jJjMaVPRkKEMgE6r61ryvX1p8Wmn49PjDH84gAAACDS2lRMycnJ0Z/+9CddffXVGjlypN9eHqHywQcfaP369QevLRaLqYawAwYMUEFBgWHsmWeekcvVcsO7kpISvfHGG4ax6dOnKyMjo8V5cXFx+v3vf28YmzNnjpYvX95qrk888YTh+rLLLtPRRx/d6rwnn3zy4CoZ6Ye+Mq+99lqr8wD42lhq3HIwOMt/8RRA8NZ/eyCg5+mXAgAAOpqoWTM7e/Zsw/XkyZNbXLFxqGuvvVZW609/1AMHDmjBggUtzvnwww8NBZf09HRdcsklpuKddNJJPrl55+9t69atWrlypWHshhtuMBUvPT1dU6dODSgeAF9Nbo82ex2LPDgrKULZAJ3Xnp1VAT2fnBbXTpkAAAAEJyqKKU1NTfr4448NYxdffLHp+X369NGECRMMY++//36Lc7zvn3XWWc1u7/FmsVh8ihuBxsvLy/NpaNsS70LPwoULdeBAYL/5A7q67eV1qm/yGMaGdGNlChBqDfXugJ7vPzyjfRIBAAAIUlQUU5YvX67SUuPRiYEUGiTpmGOOMVx/8cUXLT7/5ZdfhjTeihUrWixuzJ07t03xJkyYYFh909TUpHnz5gX0DqCramhy6/OtpZrw5neG8YzEWHVP5jfiQKjV17a81dbbhCm92ikTAACA4ETFOYNr1641XNtsNg0dOjSgd3ivTNm0aZOampr89nnZtWuXTwPX8ePHtymeJK1bt07HHXec3+e9/4yBxktLS9OwYcMMDWy9j5AG8BOPx6P3N+7XF9vK9faqPXLWN/k8MzY3jaaXQDtoqDO/MuWUi/tq+LjsdswGAAAgcFGxMuXQxrOS1K9fv4A/4PTv399wXV9fr23btpmK529+a7p16yabzdbqeyWprq5O27dvb1M8f3Oaiwd0RR6PR7sq6rS1rFZby2p11Yfrdd7f1+j5ZcV+CykWSfccmx/+RIEuoMHPvzl/rn9wtC6+7bB2zgYAACBwUbEyZePGjYbr/PzAP+D07t3bZ2zDhg1+m9h6x0tLS2v1FJ/mYq5Zs8YQz58tW7bI7Tb+li4Uf8bm4gGd0ZJip/6yaq8cVfU+92oa3fpmt1OlJrcWxFikt352mE7omxnqNAHI3DYfW1a8xp/C9h4AANAxRUUxxbtfSs+ePQN+R/fu3RUbG2s4oaesrKzd4klSbm6uoZhiNl6wMXNzcw3XzcUDOoOZa/fprZV7VN3QpJKaRq3dX9P6pFZYJJ3UN0N/PmOwBnIkMtBuzGzziec4ZAAA0IFFRTGlqsp4hKLZU3W8JSUlGXqheL+3PeK19N6WxoOJaTYeEI3cHo+KnPVqaHLrzRV79MjCnSF9/7fXjNGRuWkhfScA/8xs84lPoJgCAAA6rqgoplRXVxuuExMTg3qPdzHF+73tEa+l97Y0HkxMs/HMcDgcstvtQc8vKChQQUFB0POBH63aV6VbP92kpY5K1TQGdpxqa3JS4nTt6Fw9NKmfYqw0mgXCpb629WJKQhLFFAAAokVhYaEKCwuDnu9wOEKYTXhERTGltrbWcB0fHx/UexISElp8b0eJF2xMs/HMcLvdKi4uDnq+0+kMei7wow827tcVH6xXeZ25XidZSbE6uV+mhnVP8bkXY5HG9bLpuPx0/Vg2SYy1cloPEGYej8fcyhS2+QAAEDWcTmebPj9Go6gopniv0mhoaAjqPfX1xsaUza3+iHS8H2MGujrFbDwzrFarTw+WQHifZAQE6r11+zT1H2vlaeW5CXk2/XJkDw3plqzj89MVFxMVh5QBXZar0S13U2v/stnmAwBANLHZbMrLywt6vsPh8DmUpaOLimJKamqq4bquri6o93iv1PB+b0eJ92PMQIshZuOZkZubq6KioqDnA8EqrW3Ue+tKdMMnG1t87rDuybp/Yl9dPDwnTJkBCAUzzWcltvkAABBN2trmwW63R93KlqgsptTUBHdqh3dRxGxxI9h4bSmm1NTUBHwccyiLKUAkLNpVoTPeXakKP1sARvdI1Vs/G6rB3ZJktVgUzwoUICqZ2eIjsc0HAAB0bFFRTMnMzDRc79mzJ+B37N+/X42NjS2+t7nxvXv3BhxP8m2iYzae9MOfsVevXu0SD+iIqhpcmvj293L7Wf0/KT9dX/5yNP1NgE6gvtZcD6QEiikAAKADi4piyuDBgw3XO3cGfiTqrl27Wn1vc+NOp1Pl5eUBrxTxjtlcvIEDB8pqtRr2iO3cuVNHHnlku8QDOpqviyp04l+W+y2kWC3Swyf0o5AChJDH49GBPXUq2xd8o/Jg7dxkrkE5K1MAAEBHFhXFlKFDhxqut2/fLo/HE9CHq23bthmu4+Pj1b9/f1PxJGnr1q0BFTdKS0t9TrTx917ph0axffr0MeS4detW07F+5P1nbC4e0NHc+cVW1ftpSHn+0O66clRPTczPCH9SQCfk8Xg0/4Nd+ufLG+UsC665erhQTAEAAB1ZVBRThg0bZriuqKjQ+vXrddhhh5l+x+LFiw3XgwYNUkyM/x/UevfurdTUVFVVVR0c++abbwIqpnjHk9RivsOGDTMUQ7755hvTsSSpsrJSa9euNR0P6CiqG5q0qKjCZ/yVMwfr2iMC2+oGwFe1s1E7N1Zov6NW7xSuUUN9dHTKZ5sPAADoyKKig+Po0aN9+n8sXLgwoHd4Pz958uRmn7VYLDrxxBNDGm/UqFHq3r17s8+fdNJJhutFixYFFG/x4sVqavqpqV9MTIxOOOGEgN4BRMLXRRXyXpTy9s+G6prRwR/NDUBqcrn1yV+26DfnfKGnb1uiNx9bFTWFFElKTI6K3/cAAIAuKiqKKbGxsTrzzDMNYzNmzDA9f+fOnT4rRc4555wW53jf/+ijjwI61WfmzJltildUVBRQAcf77+OYY45psXgDdAQej0dPfG3s9TMmN1W/HNWTHilAG73/2ib9408boqqAcqjcPpxIBwAAOq6oKKZI0nnnnWe4/uKLL7R582ZTc1999VVDc9esrCwdf/zxLc45++yzFRv702/FKioq9O6775qKN3fuXJ/czj333BbnDBgwQCNHjjSMvfTSS6biVVRU+BRTWosHdAQfbTqgf28rM4yd0i8rQtkAncfubZX65O0tkU4jaPGJMRowIiPSaQAAADQraoop55xzjoYMGXLw2uPx6NZbb2113tatW/XMM88YxgoKCgyFEn9ycnJ0xRVXGMamTZum8vLyFuc1NjbqjjvuMIydfPLJpvqt/O53vzNc//Wvf9XXX3/d6rw777zT0N8lKytL1157bavzgEjaVFqjn81cbRjrnhyn/xlvj1BGQOexYuE+efycjhUthh3VXXEJ9EwBAAAdV9QUU2JiYvTggw8axj799FPdd999zc7Zt2+fLrzwQsP2nOzsbN1+++2mYt53332Kj48/eO1wOHTJJZc0u93H5XLpuuuu06pVqwzj06dPNxXv0ksvNTTbdbvduvTSS7VlS/O/XXz55Zf18ssvG8buvPNO2Ww2UzGBSLnzC98Tq+4YZ1dOSryfpwEEYudGc8cPd1QnXZAf6RQAAABa1ObubsuWLdOyZcv83vO3quLPf/5zs++67LLLlJaW1uz9qVOn6pVXXtEXX3xxcOzhhx/W8uXLdffdd2vs2LGKi4tTeXm53nvvPU2fPl07duwwvOOZZ55Raqq5fdj5+fm65557dP/99x8c++yzzzRhwgTdd999Ov3005WSkqLa2lrNnz9fDz/8sE+fk6uvvlrjx483Fc9qteqFF17Q5MmTD25L2r59u44++mjdfffd+sUvfqHs7Gw1NTVp1apVevbZZ/X2228b3jF8+HBTK3aASHpv3T7N3rDfZ/yqw3tGIBug83GWduxjj1sy8uhsDR+XHek0AAAAWmTxeNq2EPiBBx7wWTESrG3btqlv374tPlNSUqKJEydqw4YNPvesVqtSU1PldPr/jVxBQYHPlp/WuN1uXXzxxXrvvff83k9PT5fT6ZS/v8bjjjtOc+bMUVJSUkAxn3vuuWZXz6Smpqqurk4ul8vnXo8ePbRgwQINGjQooHiHstvtKi4uVl5enoqKioJ+D+BPnatJv/tiq/64tNjn3szzh+miYTkRyArofO69bL52b6tq/cEOZtK5vXXJ7cMUzxYfAAC6lGj8HBp15w5mZ2frq6++0kUXXaQFCxYY7rndbr+FlJiYGD3wwAOaNm1awPGsVqveeecd5eTk6MUXX/S5X1FR4XfeBRdcoDfffDPgQook3XbbbUpNTdXNN9+suro6w71De6Mcavjw4Zo9e3abCilAe9pX3aDJ/7dCq0uqfe6dMTCLQgo6tcb6Jm1ZXa4ta8pUWdb+q0YO7KkNeM6xZ+QpOy+5HbJpXXZesgYMz4xYfAAAgEBFXTFF+mEFxrx58/Tmm2/q6aef1rp16/w+Fxsbq7POOkv333+/Ro8eHXS8uLg4vfDCC7rooos0ffp0zZ071+9KFEkaN26c7rrrLp/ThwJ19dVX64QTTtCDDz6omTNn+hRVftSnTx/deuutuvXWWw39XYCOYm9Vg95Y4dDdX27zez8tPkYvnTE4zFkB4bNnZ5X+dM/3KtpSGelU/Bo4MlNX3ztKPewpkU4FAAAgarR5m09HsGHDBn377bcqKipSQ0OD0tLSNGjQIB1zzDHKyMgIeby9e/dq8eLF2rp1q6qrq5WUlKT8/HyNHz9e+fmhb5pXU1OjRYsWacOGDSovL1dsbKx69uyp0aNH6/DDDw9prGhcXoWOq8hZp8NfWabSWt9taZI0rHuy5v1ytLJpOoso527yyO3n22lVeYP+9+KvVF/bFIGsWhafGKNHZ0xSZnZipFMBAABdXDR+Do3KlSnehgwZYjg2ub316NFD55xzTtjiJScn6+STT9bJJ58ctphAKPxxabHfQopF0l/PPUwXDctWrDVqDhUDDOpqXPr47S36/qs92rOrWh53pDMKzHFn2imkAAAABKlTFFMAdEzvb/Q9sUeSXj5zsH4+okeYswFCp8rZoEevW6S9u2oinUrQ0jJZEQYAABAsiikAQu7/Vu1RwedbVFLTaBg/oU+G7jymt04b0C1CmQGh8eajq6K6kCJJ6VkJkU4BAAAgalFMARBSK/ZW6YoP1svt1T4iNzVe/77scMVYLZFJDAiRitJ6LV+wN9JptNnAUZmRTgEAACBqUUyBXw6HQ3a73e+9goICFRQUhDkjRIvp/9nhU0iRpMdO7E8hBZ3Cxu9LFe2t2+0D0tSrX2qk0wAAAF1IYWGhCgsL/d5zOBxhzqbtKKbAL7fbreLiYr/3nE5nmLNBtKhzNekDP31Sfn/qQF1xeM8IZISOyOVya/Gnxdq6plz7HbWRTidga5b47wUULRKSYnTDQ6NlsVDcBAAA4eN0Opv9jBmNKKbAL6vVqtzcXL/3bDZbmLNBtJi3o1wNTcZf2e+4dYLy0zkxBD/Ys7NKf773e+3aVBnpVLqc2Dirho/vrp/fMUzZvZIjnQ4AAOhibDab8vLy/N5zOBxyu6PraESLxxPti5URStF4vjc6htnrS3T+e2sMYyNzUrTy+qMilBE6GlejW9OvXUgh5RA3Tj9CuX3bf7tNTKxF3XslKzaWo8gBAEDHE42fQ1mZAqDNXG63fvWvjT7jx9rTI5ANOqrFc3ZTSPmvFFucrntgtEZOyI50KgAAAAgCxRQAbTZ7/X7tq270Gb+SPik4xNbVZZFOIawOPzbHZyzFFqf+wzM0emIPZWaz/Q0AACBaUUwBELRtZbU6c8Yqrdtf43Pvy18crvF59NfBT6Kx2WywjpzUQzc/NibSaQAAAKCdsHkaQNBu+nST30LKjWN66YS+mRHICB1ZU1PXadF12NjukU4BAAAA7YhiCoCgPLlopz7dUur33qXDfbc3AE2u6OrQHqzktDiNOZEtbgAAAJ0Z23wABKystlF3zt3qMz4yJ0W3H2XXcfkZ4U8KHZ67C6xMiY2z6voHRys9KyHSqQAAAKAdUUwBELAlu31PZLnosGzNvGB4BLJBtOjMxZRuPZM0YESGzr1usHr0Tol0OgAAAGhnFFMABGz53iqfsd+fOjACmSCamOmZkpoepz/865QwZAMAAAAEj2IKAFOc9S59vOmASutcustri8+vjuylXmlsa0DLzKxMiYmllRcAAAA6PoopAFq1taxWJ/3fcu2oqPd7f3SP1DBnhGhkZmWKNcYShkwAAACAtqGYAsAvj8ejNSXVemvlXj29eFezz1kkndKfY5DROndT66f5xFBMAQAAQBSgmALAR52rSRe8t0afbPZ/9PGh7jomX/0zk8KQFaIdK1MAAADQWVBMASBJamxya8nuSi3fW6VbPt3U4rPDuicrLy1Bpw3I0h3j7WHKENHOVM8UiikAAACIAhRTAGhvVYPGvvatiir990T5Uc/UeC29+kjZbYlhygydCStTAAAA0FlQTAGgBxdsb7GQkpsar7MGddNTkwcoPZEvGwiO22WmmMJpPgAAAOj4+FQEdHFNbo/+sb6k2ft/OHWgbhvHVh60nZmVKWzzAQAAQDSgmAJ0cUt3O7WvutFn/NT+mfrz6YPVj+ayCJEmE6f5sM0HAAAA0YBiCtDFrS6pNlwP6Zak9TeOj1A26MzMbPOJiaWYAgAAgI6PzelAF7duf43hekR2SoQyQWdn5jQfVqYAAAAgGrAyBX45HA7Z7f77ZBQUFKigoCDMGaG9LCpyGq4P604xBaHn8XjomQIAANCFFRYWqrCw0O89h8MR5mzajmIK/HK73SouLvZ7z+l0+h1HdPF4PLrxXxu1uNj433Not+QIZYTOzNN6uxRJnOYDAADQWTmdzmY/Y0Yjiinwy2q1Kjc31+89m80W5mwQSjWNTfrrqr36/ZIirfXa4iNJh/dgZQpCz0zzWYmeKQAAAJ2VzWZTXl6e33sOh0Nut8nfvnUQFFPgV25uroqKiiKdBtrB+X9frc+2lvm9d8bALI3ISQ1zRugKzPRLkdjmAwAA0Fm11C7CbrdH3aoV1lMDXUixs77ZQookvXPusDBmg67ETL8UiQa0AAAAiA6sTAG6kPUHfLf1SNKgrCStvuEoxdOvAu2ElSkAAADoTCimAF3IBj/FlLuPydeNY3pRSEG7Mr8yhf8dAgAAoOOjmAJ0Yqv3Vem2zzZr3X+LKJX1LsP9S4bl6NGT+kciNXQxZlemsM0HAAAA0YBiCtBJ7ayo06S/LFdpravZZwZ3SwpjRujKmlxs8wEAAEDnQTEF6CTKahsNhZPrP9nQYiFFkg7vwck9CA+zRyOzMgUAAADRgGIKEMU+2XxADy/YoU2lNTrQSuHE27heaTpzYLd2ygwwcrMyBQAAAJ0IxRQgSpVUN+jS2WtVUd9k6vkXTx+kQZk/bOtJT4zV6B6piqPZJ8KEo5EBAADQmVBMAaJESXWDKg5pIPvJ5lLThZTj89N145i89koNaJXpo5FjKfABAACg46OYAnRgLrdbz35TpBeWFWtHRX1Q7xiTm6pXzxoS4syAwLjpmQIAAIBOhGIKOhWX261luyu1v7axTe+pc7m14UCtqhrMrfxoL48v2mn62anDsvXKmUMUf8iHUYssSuA3/egAzG7zoWcKAAAAogHFFHQay/dUauxr38rkZ7ZOJcYiPTSpn2wJ/JNGx2R2mw8rUwAAABAN+OSFqNDk9mjVvirVun7YKlDV0KT1B2pU73KrzuXWy987tMsZ3DaYaJeTEqdpx/XRkG7JkU4FaJbplSmxFFMAAADQ8VFMQYdUVtuoxcVOOaoa9MnmA5q1fr+64IITg4m90/XBxSOUFBtjGI+Lschq4QMoOjbTDWg5YQoAAABRgGIKOpxvip064S/LVecy17CyObFWi+xpCUHPz0yK1aCsJMVZI1uoiLNadUr/TF06okdE8wDagqORAQAA0JlQTEGH4vF4dPOnG9tUSDm1f6buObaPju+TEbrEALSJ2dN8aEALAACAaEAxBR3Kkt2V+tZR1eIzafE/bHPpmRqvfhmJB7e45CTH6XfH5Gt4dkq75wkgME0uVqYAAACg86CYgg7ly+1lPmNT+mfq5H6ZOqlvpo7omSoL/UGAqMM2HwAAAHQmFFPQoaw/UGO4vuHIXP35jCERygZAqCz4YJep59jmAwAAgGhAMQV+ORwO2e12v/cKCgpUUFDQLnHX7TcWUw7rzpYdINr95+MirVmy39SzVk7zAQAA6JQKCwtVWFjo957D4QhzNm1HMQV+ud1uFRcX+73ndDrbJabH4/FZmTK0W3K7xAIQHnU1Lv31mTWmn2dlCgAAQOfkdDqb/YwZjSimwC+r1arc3Fy/92w2W7vE3FPVIGd9k2HssO4UU4BotnpxiRrqmlp/8L+ssRRTAAAAOiObzaa8vDy/9xwOh9zu4E90jQSKKfArNzdXRUVFYY3pvcUnOc4quy0hrDkAaF1VRYOKNleqytnQ6rOzXtoQ0LvjE9jmAwAA0Bm11C7CbrdH3aoViinoMLy3+Azplnzw2GMAkVdV0aD3XlyvBR+2X6G198D2WfkGAAAAhBLFFHQY3sWUw+iXAnQYjQ1N+sNvlmnrmvJ2i9F7kE2ZOYnt9n4AAAAgVFhPjQ7jm2JjY9uh9EsBOox/z9zeroWUmFiLrpk2ShZWowEAACAKUExBh/BNsVNLdlcaxkbmcCwy0FEsndu+x9Xd88ox6j2ILT4AAACIDmzzQYfwl1V7DNc9U+M1pX9WhLIBopvL5ZY8oXtfk8utHevb50h0SZp4dm/1GZLebu8HAAAAQo1iCiLO4/How40HDGM3jemlpLiYCGUERJ+K0nr98+WNWrt0v/Y7aiOdTkD6DGFFCgAAAKILxRRE3OayWu101hvGzh3SPULZANHHsb1Kj97wtWoqGyOdSsAsVumI43tEOg0AAAAgIPRMQcSt3288xad7cpxGZNMvBTDD7fboxXu+i8pCiiRddNNQZXTnBB8AAABEF1amIOI2lRq3JAzOSuJED8CkLavLtHtbVaTTCFhSSqzOu36wTrqwT6RTAQAAAAJGMQURt7nMWEwZlJUUoUyA6LNu2YHWHwqTU3/eTz17t7yqzGK1KMeerPzBNiWnxoUpMwAAACC0KKYgojwejz7aZPwwODCTYgqiV221Sws/LtL29RWqOFDf+oQ2Wrt0f7vHMCM23qrzbxisuHgaRwMAAKDzo5iCiJq1fr92eTWfHZSVHKFsgLbZvKpML933vUr31kU6lbAbMa47hRQAAAB0GRRTEFFzt5cZrmMs0in9MyOUDRC8yrJ6vfi/34VlNUpHExNr0RmXD4h0GgAAAEDYUExBRO2rMZ5AMmVAlrKS6KOA6PP5zO1dspCSlBKrX/52hAaMoAgKAACAroNiCiJqv1cx5ZR+fCBDdNq8sqz1hyLo8ONyQvq+pJRY9R5o09Gn5Sm9W0JI3w0AAAB0dBRTEFElNQ2G6+zk+AhlArRNye6aSKfQrDMuH6ALfjUk0mkAAAAAnYY10gmga/NemdI9mS0+iE6N9e5Ip9Cs4Ud1j3QKAAAAQKdCMQUR4/Z4fIop2RRTEKUaGpoinYJfPfNTNOhwts8BAAAAoUQxBRFTXudSk8c4RjEF0crVAVemJKfF6ebHjlRMLF/qAQAAgFCiZwr8cjgcstvtfu8VFBSooKCgzTG8V6VIbPNBdGpyudXkXRmMEItV6mFP0dAx3XTONYNky6I5LAAAACKvsLBQhYWFfu85HI4wZ9N2FFPgl9vtVnFxsd97TqczJDG2ldcZrlPirEqKiwnJu4FwajC5KuXIE3ro5kfHtHM2AAAAQMfjdDqb/YwZjSimwC+r1arc3Fy/92w2W5vevXJvlRYWVeimf20yjA/pltym9wKR0lhvrl9KXDzFQgAAAHRNNptNeXl5fu85HA653R1v23xLKKbAr9zcXBUVFYX8vX/+tlg3f7pJbj87In4+PCfk8YBwMLsyJT6B3iUAAADomlpqF2G326Nu1QrFFITN0t1O3fSvTfLXWSIx1qpfjOwR9pyAUDC9MiWBlSkAAABAZ8CvSRE293213W8hRZKemtxfPVNplIno1GCymBJPMQUAAADoFFiZgnbj8XhU0/jD9oeiynp9uqXU55nTB2TpwsOyddXhPcOdHhAyjQ3mtvnEsc0HAAAA6BQopgRh06ZNWrZsmYqLi1VfXy+bzaaBAwfqmGOOUXp6esjjlZSU6Ouvv9bWrVtVVVWl5ORk9enTR+PGjVPv3r1DHi8Uvi6q0KWz12l7RZ3f+xmJsSq+/Wglc3oPOgHTK1NoQAsAAAB0ClFVTJk3b55OPPHENr/H42lus0nLc9566y09/fTTWrNmjd9n4uLidPbZZ+v+++/XqFGj2pqm5s+fr+nTp+uLL75otrPxhAkTdNddd+mcc85pc7xQuuXTTc0WUiTpjAFZFFLQaZjvmcLKFAAAAKAz4Cd7E0pKSnTiiSfqqquuaraQIkmNjY2aNWuWxowZo8cffzzoeC6XS7fddpsmTZqkzz//vMUjohYvXqxzzz1XF198saqrq4OOGUoVdS59t6eqxWcuOCw7TNkA7c/8aT4UEAEAAIDOIKpWpkTC/v37NWnSJK1bt87nntVqVUpKiiorKw3jLpdLd999t0pLS/Xkk08GFM/tduuyyy7TzJkz/d5PT09XRUWFz/jMmTO1Z88effbZZ0pMTAwoZltVNzRp3o5yOarqteFAbYsrUmIs0i9H9tR5Q7qHMUOgfXGaDwAAANC1RHUxZdCgQc2eUx0KHo9Hl112mU8h5eyzz9add96po446SvHx8SotLdU//vEPPfLII9qxY8fB55566imNHj1al156qemYjz32mE8hZeTIkbr33nt1+umnKzU1VbW1tZo3b54eeeQRLVy48OBz8+fP12233aaXX345yD9x89wejzYcqFF1Q5Mq6pv04ab9+ve2Mh2odWlPVUOLc0fmpOiDqSMk/dArJSMxLuT5ofNYvmCvFn5SpF2bKlVf54p0OqY01JldmcJiQAAAAKAzsHiCaSASId49UyZNmqR58+a1W7y///3vmjp1qmFs2rRpevjhh/0+v2/fPk2ZMkXLly8/ONajRw9t2bJFKSkprcbbtWuXBg0apPr6+oNjp556qmbPnq3k5GSf510ul6655hq9/fbbhvElS5boqKOOajWeP3a7XcXFxZKtu+Lveu/geENT8P8zuXZ0rl45a0jQ89E1eDwevf7ISi36pDjSqbSb254aq8OPzYl0GgAAAECH8uPn0Ly8PBUVFUU6HVP4NWkzmpqadN999xnGTjvttGYLKZKUk5Oj9957z1D42Lt3r5577jlTMR9++GFDISU3N1czZszwW0iRpNjYWL366qsaMWKEYXzatGmm4rWmoclz8P+CZZH0y5E9QpIPOre5/9jRqQspEitTAAAAgM6Cn+yb8cEHH2j9+vUHry0Wi/74xz+2Om/AgAE+W4+eeeYZuVwtb1coKSnRG2+8YRibPn26MjIyWpwXFxen3//+94axOXPmGFbHhEtmYqwm983Q9Ufk6qYxvVQw3q4vfzlax/fJCHsuiD7/nrE90im0O3qmAAAAAJ1DVPdMaU+zZ882XE+ePFkDBw40Nffaa6/Vo48+evAUngMHDmjBggUtHuv84YcfGgou6enpuuSSS0zFO+mkkzRw4EBt3rzZkP/o0aNNzQ9ErNWiWKtFSbFWnT4gSxcPz1FijFWHdU9W7/TwNr5F51G6r1b7imsinUa7i4unfg0AAAB0BhRT/GhqatLHH39sGLv44otNz+/Tp48mTJigRYsWHRx7//33WyymvP/++4brs846q9ntPd4sFoumTp2qRx991PC+Bx980HTO3nJS4vWva8YYxronxymfggnaQXlJfesPdQJZOfz7AQAAADoDiil+LF++XKWlpYaxY489NqB3HHPMMYZiyhdffNHi819++WWb4x1qxYoVOnDggLp16xbQe34UZ7XoyNy0oOYCgaqubIx0Cu2uR+9kpWUmRDoNAAAAACHAmnM/1q5da7i22WwaOnRoQO+YMGGC4XrTpk1qamry++yuXbtUWVlpGBs/fnyb4knyOdIZ6KhqnJ2/mPKzqwdFOgUAAAAAIRL1K1MaGxu1YsUK7dq1S2VlZUpNTVW3bt3Uv39/9evXL6h3Htp4VpL69esni8US0Dv69+9vuK6vr9e2bdv89l3xjudvfmu6desmm80mp9NpeO9xxx0X0HuASOjMK1MsFmnKpf01/tRekU4FAAAAQIhEdTFl6dKlSk9PV21trd/7eXl5OvXUU3XHHXdo1KhRpt+7ceNGw3V+fn7AufXu3dtnbMOGDX6LKd7x0tLSWj3Fp7mYa9asMcQDokGNyWJKdq9kJSRHx4k4iUmx6j0oTeNP7aVBo7IinQ4AAACAEIrqYkpNTcunfxQXF+uNN97QG2+8ofPPP18vv/yyqR4i3v1SevbsGXBu3bt3V2xsrOGEnrKysnaLJ0m5ubmGYkpz8YBQ2++o0cblpXLsqJa7yRPw/I3LS1t/SNKvph+hvkPTA34/AAAAAIRSVBdTAjFr1iwtWbJEH330kQ4//PAWn62qqjJcmz1Vx1tSUpKhF4r3e9sjXkvvBULN3eTRR29t1kdvblaTK/AiSqBS0uLaPQYAAAAAtCYqiyndunXTlClTNHnyZI0aNUp9+/ZVenq66uvrVVJSoqVLl+r999/XzJkzDStDioqKdMYZZ2jx4sV+t+H8qLq62nCdmBjccabexRTv97ZHvJbeGwiHwyG73R70/IKCAhUUFAQ9H9HhX3/dovdf3RS2eMkUUwAAAIAOp7CwUIWFhUHPdzgcIcwmPKKqmNKrVy+98847uuCCCxQfH+9zPy4uTqmpqerXr5+mTp2qhx56SD//+c+1dOnSg8/s3r1bl112mebPn99sHO8eLP5imZGQYDwGtbneLuGOZ4bb7VZxcXHQ8w9thIvOqXx/XVgLKRaLlJQaVV+yAAAAgC7B6XS26fNjNIqqTyaDBw/W4MGDTT8/YMAALViwQJMnT9bChQsPji9YsEAfffSRzjrrLL/zvFeGNDQ0BJVvfX19i++NVDwzrFarcnNzg55vs9mCnovosHllWVi29vwoKTVWVmtgp2oBAAAAaH82m015eXlBz3c4HHK73SHMqP1FVTElGAkJCfr73/+uQYMGGba9vPjii80WU1JTUw3XdXV1QcX2Xhni/d5IxTMjNzdXRUVFQc9H5+fYEfw2smCk2oJbsQUAAACgfbW1zYPdbo+6lS3WSCcQDrm5ubr++usNY1999ZXPSo4feRchWjs1qDneRRGzxZRg44WymAK0pskV3spx/xEZYY0HAAAAAM3pEsUUSTr77LMN1zU1NVq9erXfZzMzMw3Xe/bsCTje/v371djY2OJ7mxvfu3dvwPEk36Y9zcUDQiHcxZRxJwe/7QwAAAAAQqnLFFOGDRvmM7Zv3z6/z3r3Zdm5c2fA8Xbt2tXqe5sbdzqdKi8vb3PMQPrLAIFqagpfv5RJ5/TW4cf2CFs8AAAAAGhJlymmZGVl+YyVlZX5fXbo0KGG6+3bt8vjCeyD47Zt2wzX8fHx6t+/v6l4krR169aA4pWWlvqcoOPvvUCohKP5bEb3BF3+uxH6xW9HtHssAAAAADCr0zeg/ZG/lR7p6el+n/VexVJRUaH169frsMMOMx1v8eLFhutBgwYpJibG77O9e/dWamqq/r+9O4+Oosz3+P/pdPaEDknYQgJeQNkcxYteFgFBEOcqIqC4/xwZ3HHc4tzrzMii6GzHn/F6r47jCDJeZ0RGRRBmREZA3ACBUVkUGGQJxIaABLInJF2/P/yZm0o6SVWnl0r3+3UO51hP1VPPt6r62ybf1FNVXl7e0LZp0yYNHTo04PEk2YoXsMtn8c6Un/zmfGX3SLG9/4zsJGVkJ7W9IQAAAACEWcwUU/75z382a+vWrZvfbc877zxlZmaa7lz5+OOPbRUnGr+KWZImTJjQ4rYul0sXX3yxVqxYYep/9913Bzzeueeeqy5duljuD9hVX2/tmSl5/Tqpa25qiKMBAAAAgPCJmWk+f/vb30zLCQkJLU6DiY+P16RJk0xtS5YssTxWYWFhsztFpkyZ0mqfputXrlxp660+f/nLX2yNB7SX1Wk+7nhXiCMBAAAAgPCKiWLKyZMn9bvf/c7UNmrUKHXq1KnFPtOmTTMtr1mzRnv37rU03oIFC+Tz/d9f7bOysnTRRRe12mfy5MmKj/+/G4VOnTql1157zdJ4a9eubRbb1KlTLfUFAmV1mk+cm2IKAAAAgOjSYYopdh8A+736+nrdfPPNzR42O2PGjFb7TZkyRQMGDDCNf++997Y53r59+/TUU0+Z2vLz802FEn+6deumW265xdQ2e/bsNt/qc/r0aT3wwAOmtksuucTW81aAQFh9NbKbYgoAAACAKNNhiin333+/fvazn+nIkSOW+xw/flyTJ0/WypUrTe3nnHOObr755lb7ut1uPfbYY6a2VatWae7cuS32KS4u1vTp003Tc7p27ar777/fUrxz585VYmJiw7LX69X111/f4nSfuro63X777dq+fbup/YknnrA0HtAeVl+N7I7vMF8zAAAAAGBJh/ktp7S0VL/97W+Vl5enCRMm6JlnntFHH33U7M6Nqqoqffjhh/rpT3+qfv366Z133jGtz8jI0J/+9CfFxbV96Ndee22zB8c+/vjjuvLKK7VhwwadPn1a0nfTiBYsWKBhw4bps88+M23/1FNPKT093dIx9u7dW4888oip7d1339WIESP0xhtvqKKiouEY3333XY0bN04vv/yyafuZM2dq+PDhlsYD2oNpPgAAAABiVYd7m099fb3Wrl2rtWvXNrTFx8fL4/GotrbW9Hrhpjp37qxly5bp3HPPtTSWy+XS4sWLNWbMGO3evbuhfcWKFVqxYoXi4uKUnp6u0tJSv/3z8/PbvAOmqdmzZ2v79u164403Gtq2b9+ua665RtJ3xaDS0lK/055Gjx6tZ5991tZ4QKB4AC0AAACAWNVh7kxpTV1dnU6cONFqIWX8+PHatm2bxo4da2vfXbt21fr16zVmzJhm63w+n99Citvt1uOPP97s2SlWxMXF6dVXX9WsWbP8rj916pTfQsrVV1+td955RykpKbbHBAJheZqPOyq+ZgAAAACgQYf5LefBBx/U3LlzNXbs2FbfwtNYVlaWbrzxRn388cdas2aNevXqFdDY3bt31/vvv6+FCxdq0KBBLW4XHx+vqVOnasuWLZo9e3ZAY0nfvbb5ueee07p16zRhwgS5XC3/ZX/YsGFaunSp3njjDcvTiYBgsPIAWpeLaT4AAAAAok+HmeYzZMgQDRkyRNJ3b9bZt2+fvv76axUVFenEiROqqqpSQkKCMjMzlZWVpXPOOUf9+/dvtRBhR1xcnGbOnKmZM2dq9+7d2rp1qw4fPqza2lp16tRJZ511li688EJ17tw5KONJ0rhx4zRu3DgdPXpUGzdu1L59+1RRUaGUlBT17t1bw4cPV+/evYM2HmCHlWemUEgBAAAAEI06TDGlMZfLpX79+qlfv34RGX/AgAGm1yaHWvfu3TVlypSwjQdYYeWZKbzJBwAAAEA04jcdAAGpr297mo+bO1MAAAAARCGKKQACwjQfAAAAALGKYgqAgFib5kMxBQAAAED06ZDPTEHoeb1e5eXl+V2Xn5+v/Pz8MEcEp7HyamReiwwAAABAkgoKClRQUOB3ndfrDXM07UcxBX75fD4VFRX5XVdaWhrmaOBEVl6NzJ0pAAAAAKTvfo9s6XfMjohiCvyKi4tTTk6O33UejyfM0cCJeGYKAAAAAKs8Ho9yc3P9rvN6vfL52v5jrZNQTIFfOTk5Onz4cKTDgINZmubDq5EBAAAAqPXHReTl5XW4u1b4TQdAQCxN8+HOFAAAAABRiGIKgIBYmebDM1MAAAAARCOKKQACYuXVyDwzBQAAAEA0opgCICC8GhkAAABArOI3HQAB4dXIAAAAAGIVxRQAAeHVyAAAAABiFcUUALb5fIaMtmspvBoZAAAAQFTiNx0AtlmZ4iPxamQAAAAA0YliCgDbrEzxkXhmCgAAAIDoRDEFgG1WXoss8cwUAAAAANGJYgoA26y8FlnimSkAAAAAolN8pAMA4Gz1dT5tXuvVvp2ndPJ4tSSprpZnpgAAAACIXRRTALSo+HCF/ufhrfpmf3lA/ZnmAwAAACAaUUwB4Fd1ZZ3++z+3ynsgsEKKxANoAQAAAEQnHmgAwK/Na73tKqRIktvNVwwAAACA6MOdKUAUO+6t1Ja1R/T1zhJVnDptq+/uz060e3zuTAEAAAAQjSimAFHqH+uP6KVfblNVeV3EYkjtlBCxsQEAAAAgVCimAB1MdWWdjhRWyNfK64m/2V+mRb/aHsao/OszKCPSIQAAAABA0FFMATqIw1+X6U//7w7t3VYio+U6imN0752m/v+aHekwAAAAACDoKKbAL6/Xq7y8PL/r8vPzlZ+fH+aIYtve7SV68iebVHfaF+lQLElJi9dtc4YoKdkd6VAAAAAAOEBBQYEKCgr8rvN6vWGOpv0opsAvn8+noqIiv+tKS0vDHE1sqzvt00tPfNEhCimduyRpwNBsTZ81QFndUiIdDgAAAACHKC0tbfF3zI6IYgr8iouLU05Ojt91Ho8nzNHEtsJ/luroocpIh+HXU2+PV1LKd3efuFwuJafylQIAAACgOY/Ho9zcXL/rvF6vfD7n//G4MX7zgV85OTk6fPhwpMOApMLdpyIdgl8XX9VbnbskRzoMAAAAAB1Aa4+LyMvL63B3rcRFOgAArauuqo90CM2ceU6mrr13UKTDAAAAAICI4M4UwOFaewVye8Qn2KulJiTGKedf0jV8Yk+Nu6q34uOpxQIAAACITRRTAIczfMEtpqR5EvSrJWOVnpEY1P0CAAAAQKygmAI4nC+IxZQzBnh09y+HUkgBAAAAgHagmAI4nNWHWo+6PFdZ3f2/jjg9I1F9f9BZvft7mJ4DAAAAAO1EMQVwOKvTfMZO7a1+P8gMcTQAAAAAAP5EDTic1QfQxsW5QhwJAAAAAECimAI4ntVnpsS5KaYAAAAAQDhQTAEcznIxhTtTAAAAACAsKKYADmd1mo+LYgoAAAAAhAXFFMDhrL7Nh2k+AAAAABAeFFMAh7P6Np84shkAAAAAwoJfvwCH45kpAAAAAOAsFFMAh7P8amSm+QAAAABAWFBMARyOO1MAAAAAwFkopgAOZ7WYwtt8AAAAACA8KKYADsc0HwAAAABwFoopgMNZf5sPxRQAAAAACAeKKYDD+XzWtqOYAgAAAADhER/pAOBMXq9XeXl5ftfl5+crPz8/zBHFLuvTfEIcCAAAAAAEqKCgQAUFBX7Xeb3eMEfTfhRT4JfP51NRUZHfdaWlpWGOJrbxNh8AAAAAHV1paWmLv2N2RBRT4FdcXJxycnL8rvN4PGGOJrbxNh8AAAAAHZ3H41Fubq7fdV6vVz6rzzdwCIop8CsnJ0eHDx+OdBiQjWk+FFMAAAAAOFRrj4vIy8vrcHet8ABawOF4mw8AAAAAOAvFFMDhrE/zCXEgAAAAAABJFFMAx7MyddAVJ7lc3JkCAAAAAOFAMQVwOCvTfJjiAwAAAADhQzEFcDgr03wopgAAAABA+FBMARzOytt84twUUwAAAAAgXCimAA7HnSkAAAAA4CwUUwCHs1JMcVFMAQAAAICwoZgCOJyvvu1tmOYDAAAAAOFDMQVwOGtv8wlDIAAAAAAASRRTAMfjmSkAAAAA4CwUUwCH420+AAAAAOAsFFMAh+POFAAAAABwFoopgMNRTAEAAAAAZ6GYAjiclWk+Lqb5AAAAAEDYUEwBHM7wtb0Nd6YAAAAAQPhQTAEczto0nzAEAgAAAACQRDEFcDze5gMAAAAAzkIxBXA4HkALAAAAAM4SH+kA4Exer1d5eXl+1+Xn5ys/Pz/MEcUuiikAAAAAOrqCggIVFBT4Xef1esMcTftRTIFfPp9PRUVFfteVlpaGOZrYZqWY4qKYAgAAAMDBSktLW/wdsyOimAK/4uLilJOT43edx+MJczSxzeCZKQAAAAA6OI/Ho9zcXL/rvF6vfD4LrzF1EIop8CsnJ0eHDx+OdBiQZOHGFKb5AAAAAHC01h4XkZeX1+HuWuEBtIDDWbozhWIKAAAAAIQNxRTA4Sw9gNYdhkAAAAAAAJIopgCOZhiGDKb5AAAAAICj8MyUDsLn82nr1q3avn27iouLZRiGsrOzNXjwYA0fPlwJCQmRDhEh4LMwxUfibT4AAAAAEE4UUxyuvLxcTz75pH7/+9+ruLjY7zYZGRmaMWOGHnnkEXXt2jXMESKUrEzxkXibDwAAAACEE9N8HGzLli06++yzNX/+/BYLKZJ06tQpPfPMMxo4cKBWrVoVxggRalbfDsY0HwAAAAAIH4opDrVp0yZdfPHFKiwsbLYuKSlJKSkpzdpPnDihyZMn6+233w5HiAgDq9N8KKYAAAAAQPhQTHGgY8eOadq0aSovL29oi4+P1wMPPKDdu3ersrJSFRUVOnDggObMmaO0tLSG7erq6nTTTTdpz549kQgdQWYwzQcAAAAAHIdnpjjQo48+Kq/X27CclJSkN954Q1dccYVpuzPOOEPz58/XpEmTdNlll6mkpETSd89Zyc/P18qVK8MadyA+++Co9u0siXQYjlVbY22ej4taCgAAAACEDcUUhzlw4IAWLFhganvssceaFVIaGz58uJ577jndeOONDW1//etftWHDBo0cOTJksQbDzk+Pad3S5lOZYA/TfAAAAAAgfJjm4zBPP/20amtrG5b79Omjhx56qM1+N9xwg0aPHm1q++1vfxv0+OBMTPMBAAAAgPChmOIwy5YtMy3feuutio+3dgPRHXfcYVpevXq1KisrgxUaHMzFnSkAAAAAEDYUUxzks88+a/b2nuuuu85y/6uvvtpUeKmqqtLq1auDFh+ci2k+AAAAABA+FFMcZO3atabl7t2768wzz7TcPzU1Veedd56pbc2aNcEIDQ6XnOqOdAgAAAAAEDMopjjIl19+aVoeNmyY7X2MGDHCtPzVV1+1KyZ0DL37Z0Q6BAAAAACIGRRTHGTXrl2m5b59+9reR9M+TfeJ6JPaKUFnD+8S6TAAAAAAIGZQTHGQPXv2mJZ79+5tex+9evUyLRcVFamioqJdccG5XC7p5v84WxlZSZEOBQAAAABihrXXxCAsSkpKTMs9evSwvY+cnBy/+01LSws4LjhTr7M8uumhwTrr3KxIhwIAAAAAMYViikNUVVWpvr7e1Jaammp7PykpKc3aysvLA44r1C77f/ppzORebW8Ik255qUpJS4h0GAAAAAAQkyimOIS/qTjJycm29+OvmBLINB+v16u8vDzb/b6Xn5+v/Pz8NrfL7pGi7B7NYwYAAAAAdAwFBQUqKCgIuL/X6w1iNOFBMcUhqqqqmrUlJiba3k9SUvNnZ/jbd1t8Pp+Kiops9/teaWlpwH0BAAAAAB1HaWlpu35/7IgopjiEv7tQamtrbe+npqbG0r7bEhcX5/f5K1Z5PJ6A+wIAAAAAOg6Px6Pc3NyA+3u9Xvl8viBGFHoUUxwiPT29WVt1dbXt/fi7C8XfvtuSk5Ojw4cP2+4HAAAAAIgtVh/z0JK8vLwOd2cLr0Z2iJSUFLndblNbZWWl7f0Eq5gCAAAAAAD8o5jiIJ07dzYtHzlyxPY+/D24p+l+AQAAAABA4CimOEj//v1Ny4WFhbb3cejQIdNyz549uTMFAAAAAIAgopjiIAMHDjQt79u3z/Y+9u/f3+o+AQAAAABA+1BMcZDBgweblj/99FPb+9i4caNpedCgQe2KCQAAAAAAmFFMcZDx48eblo8ePaq9e/da7l9ZWanPP//c1DZhwoRghAYAAAAAAP5/FFMcZOjQoerVq5epbcmSJZb7L126VKdPn25YTk5O1qWXXhq0+AAAAAAAAMUUx5k6dappeeHChaqrq7PU9w9/+INpeeLEiUpLSwtWaAAAAAAAQBRTHOfBBx9UQkJCw/L+/fv11FNPtdnvtdde04cffmhqe/jhh4MeHwAAAAAAsY5iisP06dNHt956q6nt0Ucf1V//+tcW+3z66ae65557TG2XXXaZRo0aFZIYAQAAAACIZRRTHOixxx5Tjx49Gparq6s1depUPfjgg/rnP/8pwzAkSYWFhZo3b57Gjx+vEydONGyflpamgoKCsMcNAAAAAEAscBnf/2YOR9mwYYMmTpyoioqKZuuSkpIUFxenqqqqZuvcbrdef/11TZs2LaBx8/LyVFRUpNzcXB0+fDigfQAAAAAAYFVH/D2UO1McauTIkVq7dq3y8vKaraupqfFbSMnMzNTy5csDLqQAAAAAAIC2UUxxsGHDhunLL7/U7Nmz1bVr1xa383g8uvfee7Vr1y5NmjQpjBECAAAAABB7mObTQdTX12vr1q3atm2bjh07JsMwlJ2drcGDB2v48OFKTEwMyjgd8fYqAAAAAEDH1RF/D42PdACwxu12a9iwYRo2bFikQwEAAAAAIKYxzQcAAAAAAMAGiikAAAAAAAA2UEwBAAAAAACwgWIKAAAAAACADTyAFn55vV7l5eX5XZefn6/8/PwwRwQAAAAA6KgKCgpUUFDgd53X6w1zNO1HMQV++Xw+FRUV+V1XWloa5mgAAAAAAB1ZaWlpi79jdkQUU2BSXl4uSXK5XOrZs6ffbTweTzhDAhAiBQUFKi0tlcfj4W4zIMqR70DsIN/hVB6PR7m5uX7Xeb1e+Xy+MEfUPi7DMIxIBwHncLvd8vl8iouLU319faTDARBCeXl5KioqUm5urg4fPhzpcACEEPkOxA7yHR1RR/zc8gBaAAAAAAAAGyimAAAAAAAA2EAxBQAAAAAAwAaKKQAAAAAAADZQTAEAAAAAALCBYgoAAAAAAIANFFMAAAAAAABsiI90AAAiq6CgQKWlpfJ4PMrPz490OABCiHwHYgf5DsQO8j0yXIZhGJEOAs7hdrvl8/kUFxen+vr6SIeDMMjLy1NRUZFyc3N1+PDhSIeDMOLaxx6ueezi2scernns4trHnmi45h3xGJjmAwAAAAAAYAPFFAAAAAAAABsopgAAAAAAANhAMQUAAAAAAMAGiikAAAAAAAA28DYfmLhcrob/zs3NjWAkCBev19vwBqecnJxIh4Mw4trHHq557OLaxx6ueezi2seeaLjm3x9DQkKCamtrIx2OJRRTYBIXFyc+EgAAAACAcIuLi1N9fX2kw7AkPtIBwFlSUlJUXV0tt9utbt26RTocAAAAAECUKy4uVn19vZKTkyMdimXcmQIAAAAAAGADD6AFAAAAAACwgWIKAAAAAACADRRTAAAAAAAAbKCYAgAAAAAAYAPFFAAAAAAAABsopgAAAAAAANhAMQUAAAAAAMAGiikAgubRRx+Vy+Vq+Pfoo49GOiQAIUK+A7GDfAdiB/luHcUUB5sxY4bpgzxu3LhIh4QI4zMR3bi+aIzPQ3Tj+qIxPg/RjeuLxvg8RA+KKQAAAAAAADZQTAEAAAAAALCBYgoAAAAAAIANFFMAAAAAAABsoJgCAAAAAABgA8UUAAAAAAAAGyimAAAAAAAA2BAf6QAQOtXV1dq1a5d2796to0ePqqysTMnJycrKylKvXr00YsQIpaenh2z8Xbt2afPmzfrmm28kSV27dtWgQYM0bNgwud3ukI0LxCpyHogd5DsQO8h3wJkopkSZffv2acmSJXr33Xe1ceNG1dTUtLit2+3W6NGj9dBDD+mKK66Qy+WyPM64ceO0fv36huV169Zp3LhxkqTXXntNTzzxhHbu3Om3b1ZWlvLz85Wfn6+UlBTLY8KeAwcOqE+fPg3LZ5xxhg4cOGBrH61dZzgDOQ+JfI8V5Dsk8j1WkO+QyHenY5pPFHn++efVr18//eIXv9D69etb/dKVpPr6eq1fv15XXnmlLr/8cp08ebJd41dVVenaa6/VDTfc0OKXriSdOHFCs2fP1tixY3X8+PF2jQnEMnIeiB3kOxA7yHegY6CYEkVOnTrV4rrU1FRlZ2crMTHR7/pVq1ZpzJgxqqysDGjsuro6TZ06Va+//rqpPSkpSZ07d/bbZ/PmzbrqqqtkGEZAYwKxjpwHYgf5DsQO8h3oGCimRKHu3bvrxz/+sV599VXt2LFDtbW1qqio0PHjx1VTU6NDhw5p8eLFzW7v2rFjh+67776Axpw7d65Wr14tSRowYIAWLlyob775RtXV1SopKVFZWZn+8pe/qH///qZ+H374oV566aWAxgTwHXIeiB3kOxA7yHfA2SimRJGzzz5br7/+uoqKivTSSy/phhtu0Nlnn62EhATTdnl5ebr++uu1bt06vfjii6YHRy1atEj79u2zPfaGDRskSbfeeqt27NihmTNnKicnp2F9enq6rrnmGm3atElDhgwx9X322WdtjweAnAdiCfkOxA7yHegYKKZEkcmTJ2v69Om2nqp92223ae7cuQ3LPp9Pzz//fEDjX3HFFXrxxRcVH9/yc407d+6sBQsWmNo+//xz7d27N6AxgVhGzgOxg3wHYgf5DnQMFFOg+++/3zTvct26dbb3ER8fr+eee87S08MvuOACDR061NS2detW22MCCAw5D8QO8h2IHeQ7EF4UU6CMjAwNHDiwYfmLL75QVVWVrX1MmjRJvXv3trz9qFGjTMu7du2yNR6AwJHzQOwg34HYQb4D4dXyvVuICnV1ddqzZ48OHDig0tJSlZWVqb6+vtl2jb9o6+rqdOTIEdM7zdsyduxYW3H17dvXtNzeV7gB+A45D8QO8h2IHeQ74DwUU6JQZWWl/vznP2vx4sX6+OOPVVtba3sfdr8I/+Vf/sXW9p06dTItl5aW2uoP4P+Q80DsIN+B2EG+A85GMSXKrFixQvfcc48OHTrUrv2UlZXZ2r6l9863pOkDtfxV1gG0jZwHYgf5DsQO8h1wPoopUeTll1/WzJkz5fP52r0vu/uw8pAqAMFFzgOxg3wHYgf5DnQMPIA2Suzdu1d33nmn6QvT7Xbriiuu0H//93/rgw8+0L59+1RaWqqamhoZhmH6Z3d+JIDIIueB2EG+A7GDfAc6Du5MiRLz589XTU1Nw3Lv3r21YsUKnXvuuZb6l5eXhyo0dGDB+IsIQoOcR7CR785FviPYyHfnIt8RbOR76HBnShSoq6vTihUrTG0vv/yy5S9dSTp+/Hiww0KEBWMOK09kdyZyHk2R79GLfEdT5Hv0It/RFPnubBRTokBhYaEpSfLy8jRu3DjL/YuLi3Xw4MHgB4aISk9PNy3b/UuFYRjtfugZQoOcR1Pke/Qi39EU+R69yHc0Rb47G8WUKFBcXGxa7tWrl63+K1euDGY4cAiPx2N6iNjJkydtVaa/+OILKtkORc6jKfI9epHvaIp8j17kO5oi352NYkoUSExMNC3bSZj6+no9/fTTQY4ITuB2u3XWWWeZ2j7++GPL/V944YVgh4QgIefRFPkevch3NEW+Ry/yHU2R785GMSUK5ObmmpZ37dqlr7/+2lLfxx57TDt27AhFWHCAYcOGmZYXLFhgqd+mTZu0cOHCUISEICDn4Q/5Hp3Id/hDvkcn8h3+kO/ORTElCnTv3l2DBg1qWDYMQ7fffrvpSeBNGYahX/3qV3r88cfDESIiZPr06ablZcuWafHixa322bx5s6ZMmaLTp0+HMjS0AzkPf8j36ES+wx/yPTqR7/CHfHcuiilR4q677jItr1u3Tv/2b/+mN954Q6WlpQ3tJSUlWrJkiYYPH65HHnlEktSlSxcNHjw4rPEiPCZNmqQ+ffqY2m6++Wbl5+dr9+7dDW11dXXasGGD7r77bo0aNUpHjx5VVlaWBgwYEO6QYRE5j6bI9+hFvqMp8j16ke9oinx3LoopHUjjhw81deedd2ro0KGmtu3bt+uaa65R586dlZmZqfT0dGVlZen666/X5s2bJUkJCQn685//rK5du4Y0doRGa58JSYqPj9eCBQtM230/p3bgwIFKSUlRVlaWEhMTdeGFF+r3v/+9Tp8+rcTERC1ZskQ9evQI9SGgFeQ8GiPfoxv5jsbI9+hGvqMx8r3jopjiYLW1tabltLS0FrdNSkrSihUr/L6H3jAMnTx5UhUVFaZ2j8ejt956S5deemlwAkbI2flMfG/8+PF66aWXmr2nXpKqq6tVUlIiwzAa2jIyMvT222/rkksuaX/AsIWcR2Pke3Qj39EY+R7dyHc0Rr5HD4opDlZVVWVa7tSpU6vb9+zZUxs3btS8efOUnZ3d4nZpaWm644479NVXX2nSpElBiRXhYfcz8b0ZM2Zo48aNuuSSS1qsficmJuqWW27Rzp079cMf/rDdscI+ch6Nke/RjXxHY+R7dCPf0Rj5Hj1cRuMSFhxlxIgR2rRpU8PyrFmz9Nxzz1nqe/r0aW3ZskXbt2/XiRMnZBiGsrOzNWjQIA0bNkxJSUmhChsh1J7PxPeKi4v1wQcf6JtvvlFpaanS09M1YMAAjR492vKXOUKDnEdj5Ht0I9/RGPke3ch3NEa+R4/4SAeAlu3du9e0bOeBUgkJCRo5cqRGjhwZ7LAQQe35THyvW7duzZ4KDmcg59EY+R7dyHc0Rr5HN/IdjZHv0YNpPg61bds2ffvtt6Y2f3MnETv4TEQ3ri8a4/MQ3bi+aIzPQ3Tj+qIxPg/RhWKKQzW91atLly4aMWJEhKKBE/CZiG5cXzTG5yG6cX3RGJ+H6Mb1RWN8HqIL03wcxjAM/e53v9OLL75oar/++uuVkJAQoagQSXwmohvXF43xeYhuXF80xuchunF90Rifh+jEA2gj7MCBA1q1apWqq6t1+PBhrVq1Sjt37jRt07lzZ3311Ve8IzxG8JmIblxfNMbnIbpxfdEYn4foxvVFY3weYgN3pkTY559/rrvvvrvF9YmJiVq0aBFJFkP4TEQ3ri8a4/MQ3bi+aIzPQ3Tj+qIxPg+xgWemONhZZ52ld955R1OnTo10KHAIPhPRjeuLxvg8RDeuLxrj8xDduL5ojM9D9ODOFIdwu93KzMxUt27dNHz4cP37v/+7rrrqKsXHc4liFZ+J6Mb1RWN8HqIb1xeN8XmIblxfNMbnIbrxzBQAAAAAAAAbmOYDAAAAAABgA8UUAAAAAAAAGyimAAAAAAAA2EAxBQAAAAAAwAaKKQAAAAAAADZQTAEAAAAAALCBF1wHWU1NjXbt2qUvv/xSx44dU1lZmdLS0pSVlaX+/ftr6NChSkxMDPq4hw4d0qZNm3Tw4EFVVVUpPT1dffv21ciRI9W1a9egjXP8+HHt3LlTe/fuVUlJiWpra5WZmamuXbvqX//1X9WvX7+gjdWYz+fT1q1btX37dhUXF8swDGVnZ2vw4MEaPny4EhISQjIu0BZyPjQ5DzgR+R7cfI/U+QSsIN+Dm+/ffvut9uzZo0OHDuno0aOqqKiQz+dTRkaGunTpoiFDhmjAgAFyuVxBHRcIKQPttmXLFmPevHnG6NGjjYSEBENSi/+SkpKMK6+80njvvfeCMvayZcuMESNGtDheXFycMXHiRGP9+vUB7b+ystJ48803jTvuuMPo169fq8cmyejRo4fx8MMPG4WFhUE5vrKyMmPu3LlGt27dWhwzIyPDuP/++43i4uKgjAm0hZwPTc77fD5jz549xp/+9Cfj/vvvN0aOHGkkJyc3GxMIJ/I9uPkeyfMJtIV8D16+f/7558Yvf/lL4/LLLzdycnLaHE+S0blzZ+Ouu+4yvvjii4DGBMKNn0rb4c0337T0ZdTSv8mTJxtHjhwJaOzy8nLjmmuusTXefffdZ5w+fdryGLfffruRnp4e0LElJycbTz/9tOHz+QI6PsMwjM2bNxu9e/e2PGZWVpbxzjvvBDwe0BZyPvg5X1ZWZvziF78wJk6caHTu3NnSWEA4kO/BzfdInk+gLeR78P//ftNNNwV8PuPi4oz77rvPqKystHs6gbDip9J2ePjhh1v9InC5XEZmZqbfv6x+/y83N9fYv3+/rXErKyuNiy66qMUxMzIyWhzvuuuus/xl2L1791aPLyEhwcjKyjLi4uJa3Obmm28OqKCycePGFr/0k5KSjJSUFL/r4uPjjeXLl9seD7CCnA9+zu/fv9/2D1lAOJDvwc33SJ1PwAryPfj/f2+tmJKYmGhkZ2cb6enphsvlanG7sWPHGmVlZbbOKRBOPIA2iNLT0/WjH/1If/zjH7Vv3z7V1tbqxIkTqqqq0sGDB/Xss8/qjDPOMPUpKirSxIkTVV5ebnmc++67Tx988IGpbfTo0Vq1apUqKip08uRJlZaWasmSJfrBD35g2m7JkiX69a9/HdDxDRgwQD/72c+0atUqHT9+XLW1tfr2229VW1urTZs26e677242d/SVV17Rz3/+c1vjHDt2TNOmTTOdk/j4eD3wwAPavXu3KisrVVFRoQMHDmjOnDlKS0tr2K6urk433XST9uzZE9AxAnaQ88HJeaAjIN+Dm+/hOp9AIMj34OV7jx49dP311+v555/Xhg0bdOLECdXU1Oj48eMqKytTeXm5Pv74Y91///1KSUkx9V2/fr3uvPPOgI4RCItIV3M6su+r2AMHDjReeOEFS5XT0tJSY8qUKc0qrz/72c8sjfnpp5826ztjxgyjrq7O7/bl5eXGxIkTTdsnJSUZhw4danOs7t27Gy6Xy5g+fbqxbt06y/E1rX7Hx8cbO3bssNTfMAxj1qxZzeJdsWJFi9tv3LjRyMzMNPWZNGmS5fEAq8h5//G1J+eb3pmSlpZmjBkzxsjPzzcWL15sPP74482OHwgH8t1/fIHmeyTOJ2AV+e4/vvb8//2tt94yPvroI1t3s+zdu9c488wzm52XDz74wPI+gHDip9J2eO6554yFCxe2+KXXkurqauOCCy4wfUmkpqZamhfY9Ev0nHPOMWpra1vtc+LECaNHjx6mfnfccUebY82YMcP47LPPrB5Wg08//dRwu92m8X784x9b6rt//34jMTHR1Pc3v/lNm/1effXVZl+8n3zyie3YgdaQ8/61J+ePHj1q3HXXXcbChQuNbdu2NTu3ixYtopiCiCDf/Qs03yNxPgGryHf/2vP/90Dt2rWr2e8Ct99+e0jHBALFT6URsnbt2ma/ILz99tut9vnHP/7RrM+aNWssjbdgwYJmleVQvv3mRz/6kWm8rl27GvX19W32u++++0z9+vTpY/kBW6NHjzb1nTJlSjuPAggecj4wFFPQEZHvwRXI+QTChXwPvunTp5vG7N+/f0jHAwLFM1MiZOzYscrOzja1ffHFF632eeutt0zLZ511lsaPH29pvOuvv16dOnVqWK6rq9PKlSstRmvf1VdfbVo+duyYvvnmmzb7LVu2zLR86623Kj4+3tKYd9xxh2l59erVqqystNQXCDVyHogd5HtwBXI+gXAh34NvxIgRpmV+noBTUUyJkLi4OPXp08fUduTIkVb7LF++3LR87bXXWh4vLS1NkydPbnV/wdSvX79mbW0d32effabCwkJT23XXXWd5zKuvvtpUeKmqqtLq1ast9wdCiZwHYgf5HlyBnE8gXMj34GtcLJIkn88X0vGAQFFMiaDa2lrTssvlanHb48ePa9u2baa2UaNG2RrvwgsvNC2vXbvWVn87mh6b1PrxSc3j6d69u84880zLY6ampuq8884zta1Zs8ZyfyDUyHkgdpDvoR2T7xc4CfkeXEVFRablXr16hXQ8IFAUUyLE5/Np//79prYePXq0uP1XX33VrG348OG2xmx6y1xZWZkOHz5sax9W7d27t1lba8cnSV9++aVpediwYbbHbXqM/s4bEAnkPBA7yPfgsns+gXAi34Ov6bQlq1OggHCjmBIhq1evVllZmant/PPPb3H7Xbt2mZYzMjKUlZVla8y+ffu2ud9gefPNN03LOTk56tmzZ6t9msbiL962NO0TquMD7CLngdhBvgeX3fMJhBP5HlzPP/+8/vGPfzQsu91u/eQnPwnZeEB7UEyJkOeff960nJaWposvvrjF7ffs2WNa7t27t+0xMzMzlZaWZmrbvXu37f20xev1Npu7OWnSpDZvCQzGMTa9DbCoqEgVFRW29wMEGzkPxA7yPbjsnk8gnMj34CgvL9ecOXOaFU7mzZunwYMHB308IBisvSYFQbVmzRq9/fbbprYZM2YoKSmpxT4nTpwwLQd6e11OTo7pdr2SkpKA9tOahx9+WNXV1aa2O++8s81+TWMJ5BhzcnL87rfp/3CAcCLngdhBvgdXIOcTCBfy3TrDMPTCCy+Y2mpqavTtt99q27Zteu+990x/AI2Li9MjjzyiOXPmBDQeEA4UU8Ls5MmTuu2220xtnTp10uzZs1vtV15eblpOTU0NaPyUlJRW99tey5Yt0yuvvGJqu+aaa3TBBRe02q+qqkr19fWmtkCOsenxScE/RsAOch6IHeR7cAV6PoFwIN/tqa+v1913393mdvHx8brssss0e/bsgJ6fCIQT03zCyDAMzZgxQwcOHDC1P/nkk21WpZtOVUlOTg4ohqZfvMGcArNv3z7NnDnT1JaZmalnnnmmzb7+4gjkGP0VU5jmg0gh54HYQb4HV3vOJxBq5HvojB49WldffbWGDBkS8rGA9qKYEkZz585tNu/wyiuvtHS7XFVVlWk5MTExoBia3nbYdL+BOnXqlK688spmtxguWLDA79SbpvzFEcgx+rutMljHCNhFzgOxg3wPrvacTyDUyPfQef/99zVjxgz16dNHy5YtC/l4QHtQTAmTP/zhD3riiSdMbQMHDtQf//hHS/2bVq39vfPdipqamlb3G+g+p02bpp07d5raH374YV111VWW9uEvjkCOsenxtbRvINTIeSB2kO/B1d7zCYQS+R6Y+Ph4GYZh+ldWVqavv/5ar7/+um644QZTYcnr9WratGl68skn2zUuEEoUU8LgzTffbDZHMC8vT6tXr1ZmZqalfaSnp5uWmz4MyqqmVeum+7Wrvr5eN954o9atW2dqv+WWW/TrX//a8n78xRHIMfqryrf3GAG7yHkgdpDvwRWM8wmECvkeXOnp6erbt6+mT5+uV199VV988YXOO+880zb/+Z//qRUrVoRkfKC9KKaE2OrVq3XjjTfK5/M1tHXp0kV///vfm73GtzVNvyArKysDiieYX7yGYej222/X0qVLTe1TpkzRwoULbb02LSUlRW6329QWyDFSTEGkkfNA7CDfgytY5xMIBfI99AYOHKi1a9dqwIABpvZ777232YsqACegmBJCn3zyia666irT7Xsej0fvvvuuBg4caGtfTavdR44cCSimpv3a81ee/Px8LVq0yNQ2fvx4LVmypFlhxIrOnTublgM5Rq/X2+Z+gVAh54HYQb4HVzDPJxBs5Hv4ZGZm6n/+539MbQcPHtTf/va3sMYBWEExJUQ+//xzTZo0yfRk7dTUVK1cuVJDhw61vb/+/fublgsLC23vo6SkpNlr05ru16p58+bpv/7rv0xtI0aM0PLly/0+BNaKYBzjoUOHTMs9e/bkzhSEBTkPxA7yPbiCfT6BYCLfw++SSy5Rz549TW1Npx8BTkAxJQR27dqlSy+9VCdPnmxoS0xM1NKlSzVmzJiA9tm06n3q1CmdOHHC1j7279/f5n6tKCgo0Pz5801tQ4YM0TvvvNOuwkXTWPbt22d7H02Pkb9mIRzIeSB2kO/BFYrzCQQL+R4ZLper2bNT/B0zEGkUU4LswIEDuuSSS3Ts2LGGNrfbrcWLF+uHP/xhwPsdPHhws7ZNmzbZ2sfGjRtNy+np6crLy7O1jxdffFEPPfSQqW3AgAFavXp1u6fTND3GTz/91PY+mh7joEGD2hUT0BZyHogd5Htwhep8AsFAvkdWRkaGaTnQZ8sAoUQxJYi++eYbTZgwQUVFRQ1tLpdLL730UrtfJ9alSxedc845praPP/7Y1j6abj9+/HhbD5RavHix7rrrLlPbGWecoffee0/dunWzFYs/48ePNy0fPXpUe/futdy/srJSn3/+ualtwoQJ7Y4LaAk5D8QO8j24Qnk+gfYi3yPv22+/NS137do1QpEArTAQFMePHzcGDx5sSDL9e+6554I2xuzZs037Puussyz3raioMDwej6n/woULLfdfvny5ER8fb+qfk5Nj7N27N5BDaVGvXr1MYzzxxBOW+77yyiumvsnJyUZ5eXlQ4wO+R86Hx6JFi5qdYyDcyPfgCsf5BAJFvkdefX290aVLF1OM//Ef/xHpsIBm+Kk0CE6dOmVccMEFzb50f/Ob3wR1nK1btzYbY82aNZb6Lly40NQvPj7eOHr0qKW+a9asMZKTk039s7OzjR07drTncPy69957TeP06dPHOH36tKW+Y8aMMfWdPHly0OMDDIOcDyeKKYg08j24wnU+gUCQ786wfPnyZufn3XffjXRYQDP8VNpOlZWVxkUXXdQs4R955JGQjDdhwgTTOOecc45RW1vbap+SkhKjR48epn633XabpfE2btxopKenm/p6PB5jy5YtwTicZvbt22ckJCTY/h/Y4sWLm12Djz76KCQxIraR8+FFMQWRRL4HV7jPJ2AH+R481dXVAfctLi42+vbta4ozKyvLqKmpCWKEQHDwU2k71NbWGpdffnmzL9377rsvZGNu3Lix2XgzZsww6urq/G5fXl5uXHrppabtk5KSjMLCwjbH2r59u5GVlWXqm5qaanz44YfBPiyTu+66yzRmcnKysXLlyha337RpU7M4L7vsspDGiNhEzocfxRRECvkeXJE4n4BV5Htw3X777casWbOMgwcP2ur32Wef+Z1i9eyzz4YkTqC9XIZhGEJAZs2apeeff97U1qtXL/385z+39RCo73Xq1Ek33XRTm9vNnDlTixYtMrWNHj1ac+bM0UUXXaTk5GSVl5frnXfe0fz587Vjxw7TtvPnz9ecOXNaHePUqVMaNGiQvF6vqf2aa65p9qBYqy644AJdcMEFbW5XXFysIUOG6MiRIw1t8fHx+slPfqJZs2bpzDPPlMvlUmFhoRYuXKinnnpKFRUVDdumpaVpy5YtvBYZQUfO22M157ds2aItW7b4Xbdhwwb97//+r6mt6TVo7KabblKnTp3sBQr4Qb7b01a+R+p8AlaQ7/a0le8zZszQyy+/LJfLpVGjRmnKlCk6//zzde655yo7O7thO8MwdODAAW3evFlLlizR8uXLVV9fb9rX+PHjtXr1arnd7oBiBUIqwsWcDm3s2LHNKqft+XfGGWdYGreiosIYNWqU3324XC4jIyOjxTGmT59u1NfXtznG/v37g3pskox58+ZZPreffPKJkZaW5nc/SUlJRkpKit91brfbWLp0qeVxADvI+dDk/Lx584I25v79+y2NCbSFfA9uvkfqfAJWkO/Bzfdbbrmlxb5ut9vIzMw0MjIyjLi4uFbHufjii42KigpL5xKIBF6N3AGlpqZq1apVfl/NZhiGTp065bffPffco1dffVVxcc6/7CNHjtTatWuVl5fXbF1NTY2qqqqatWdmZmr58uWaNm1aOEIEwiYWch7Ad8h3IHbEYr7X19erpKREp06dks/n87tNamqqnnzySf39739XampqmCMErOt4GQhJUnp6ut58800tXbpUw4YNa3E7l8ulCRMm6P3339ezzz6rhISEMEbZPsOGDdOXX36p2bNnt/pueY/Ho3vvvVe7du3SpEmTwhghED6xkPMAvkO+A7EjGvP96aef1uLFi3XLLbfozDPPtNTH7Xbr/PPP19NPP62DBw/qpz/9KVN74Hg8MyVKFBYWauPGjSosLFR1dbXS0tLUt29fjRw5Ut26dYt0eO1WX1+vrVu3atu2bTp27JgMw1B2drYGDx6s4cOHKzExMdIhAmEV7TkP4P+Q70DsiMZ8Lykp0VdffaWDBw+quLhYFRUVcrlc8ng8ysjIUL9+/TRkyBDuQkGHQzEFAAAAAADABqb5AAAAAAAA2EAxBQAAAAAAwAaKKQAAAAAAADZQTAEAAAAAALCBYgoAAAAAAIANFFMAAAAAAABsoJgCAAAAAABgA8UUAAAAAAAAGyimAAAAAAAA2EAxBQAAAAAAwAaKKQAAAAAAADZQTAEAAAAAALCBYgoAAAAAAIANFFMAAAAAAABsoJgCAAAAAABgA8UUAAAAAAAAGyimAAAAAAAA2PD/AcSgrH0mHm/8AAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "
" ] @@ -176,7 +168,7 @@ ")\n", "set_date_xaxis(ax)\n", "ax.legend(\n", - " fontsize=14,\n", + " fontsize=11,\n", " title=\"Cumulative statistics,\\nexcluding SW carpentries\",\n", " title_fontsize=12,\n", ")\n", @@ -189,12 +181,12 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -220,7 +212,7 @@ "\n", "set_date_xaxis(ax)\n", "ax.legend(\n", - " fontsize=13,\n", + " fontsize=11,\n", " title=\"Cumulative statistics,\\nexcluding carpentries\",\n", " title_fontsize=12,\n", " loc=\"upper left\",\n", @@ -254,7 +246,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.12.2" } }, "nbformat": 4, diff --git a/notebooks/time_series_commits.ipynb b/notebooks/time_series_commits.ipynb index 2e4fe72..576ff1f 100644 --- a/notebooks/time_series_commits.ipynb +++ b/notebooks/time_series_commits.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -13,6 +13,7 @@ "from datetime import date\n", "from matplotlib import pyplot as plt\n", "import pandas as pd\n", + "import scienceplots\n", "\n", "plt.style.use(\"science\")\n", "plt.style.use(\"notebook\")" @@ -20,14 +21,14 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "You got len(repo_paths) = 0 already checked out\n" + "You got len(repo_paths) = 50 already checked out\n" ] } ], @@ -41,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -58,65 +59,7 @@ "output_type": "stream", "text": [ "Outdated repos: set()\n", - "Found 50 missing repos, here's how you can clone them\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Cloning into 'hsf-training-cmake-webpage'...\n", - "Cloning into 'repository-maintenance-test'...\n", - "Cloning into 'hsf-training-scikit-hep-webpage'...\n", - "Cloning into 'chep23-proceeding-sustainability'...\n", - "Cloning into 'hsf-training-alpaka-webpage'...\n", - "Cloning into 'hsf-training-databases-basics'...\n", - "Cloning into 'hsf_matplotlib_notebooks'...\n", - "Cloning into 'hsf-training-cicd-github'...\n", - "Cloning into 'hsf-training-advanced-git-webpage'...\n", - "Cloning into 'maintenance'...\n", - "Cloning into 'hsf-training-cms-analysis-webpage'...\n", - "Cloning into 'hsf-training-cms-analysis'...\n", - "Cloning into 'hsf-training-advanced-cpp-bits-webpage'...\n", - "Cloning into 'hsf-training-pytest-webpage'...\n", - "Cloning into 'hsf-training-ssh-webpage'...\n", - "Cloning into 'hsf-training-ml-webpage'...\n", - "Cloning into 'hsf-training-reana-webpage'...\n", - "Cloning into 'hsf-training-cicd-basics-webpage'...\n", - "Cloning into 'hsf-training-cms-analysis-snapshot'...\n", - "Cloning into 'hsf-training-uproot-webpage'...\n", - "Cloning into 'analyze-state-of-training-survey'...\n", - "Cloning into 'hsf-styles'...\n", - "Cloning into 'chep23-proceeding-community'...\n", - "Cloning into 'hsf-training-spack-webpage'...\n", - "Cloning into 'hsf-training-docker'...\n", - "Cloning into 'training-center'...\n", - "Cloning into 'analysis-essentials'...\n", - "Cloning into 'hsf-training-ml-gpu-webpage'...\n", - "Cloning into 'participation-analysis'...\n", - "Cloning into 'hsf-training-intermediate-cpp'...\n", - "Cloning into 'PyHEP-resources'...\n", - "Cloning into 'hsf-training-singularity-webpage'...\n", - "Cloning into 'python-lesson'...\n", - "Cloning into 'hsf-training-cms-analysis-snapshot-stats'...\n", - "Cloning into 'organization'...\n", - "Cloning into 'hsf-training-central-entry-point'...\n", - "Cloning into 'hsf-training-cpp-webpage'...\n", - "Cloning into 'cpluspluscourse'...\n", - "Cloning into 'learner-certificates'...\n", - "From https://github.com/carpentries/learner-certificates\n", - " * [new branch] main -> upstream/main\n", - "Cloning into 'hsf-training-matplotlib'...\n", - "Cloning into 'Python-for-STEM'...\n", - "Cloning into 'hsf-training-theme'...\n", - "Cloning into 'csbs-paper'...\n", - "Cloning into 'carpentry-cookiecutter'...\n", - "Cloning into 'hsf-training-cicd'...\n", - "Cloning into 'hsf-k12-python-for-stem-teachers'...\n", - "Cloning into 'hsf-training-minimal-github-actions-docker-build-push'...\n", - "Cloning into 'hsf-training-minimal-github-actions-pytest'...\n", - "Cloning into '.github'...\n", - "Cloning into 'hsf-training-generators-webpage'...\n" + "Found 0 missing repos, here's how you can clone them\n" ] } ], @@ -130,12 +73,13 @@ "missing_repos = set(available_repos) - set(cloned_repos)\n", "print(f\"Found {len(missing_repos)} missing repos, here's how you can clone them\")\n", "for mr in missing_repos:\n", - " subprocess.run(f\"gh repo clone hsf-training/{mr}\", shell=True, cwd=base_path)" + " # subprocess.run(f\"gh repo clone hsf-training/{mr}\", shell=True, cwd=base_path)\n", + " print(f\"gh repo clone hsf-training/{mr}\")" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -184,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -195,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -210,26 +154,43 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Clone these repositories from Software Carpentry\n", + "# todo: Instead put the instructions for cloning them here\n", + "\n", + "# git_sync gh repo list swcarpentry --limit 900 --json name -q '.[].name' \n", + "# GraphQL: Could not resolve to a Repository with the name 'swcarpentry/git-novice-branch-pr'. (repository)\n", + "\n", + "\n", + "# Checking what repos are cloned first\n", + "\n", + "# base_path = Path(\"~/Documents/22/git_sync/\").expanduser()\n", + "# base_path.mkdir(parents=True, exist_ok=True)\n", + "# repo_paths = [p for p in base_path.iterdir() if p.is_dir() and (p / \".git\").is_dir()]\n", + "# print(f\"You got {len(repo_paths) = } already checked out\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Ignored 882 additional commits, 895 authors\n", - "Ignored 1,555 additional commits, 2,584 authors\n", - "Ignored 1,389 additional commits, 2,628 authors\n", - "Ignored 1,756 additional commits, 3,083 authors\n", - "Ignored 80 additional commits, 2,212 authors\n", - "Ignored 1,054 additional commits, 2,051 authors\n" + "Ignored 892 additional commits, 905 authors\n", + "Ignored 1,381 additional commits, 1,404 authors\n", + "Ignored 1,406 additional commits, 1,530 authors\n", + "Ignored 1,816 additional commits, 2,014 authors\n", + "Ignored 1,110 additional commits, 2,110 authors\n" ] } ], "source": [ - "# Clone these repositories from Software Carpentry\n", - "# todo: Instead put the instructions for cloning them here\n", - "\n", "cc = CommitCounter()\n", "cc.ignore_commits_from(Path(\"~/Documents/22/git_sync/styles/\").expanduser())\n", "cc.ignore_commits_from(\n", @@ -237,9 +198,9 @@ ")\n", "cc.ignore_commits_from(Path(\"~/Documents/22/git_sync/git-novice/\").expanduser())\n", "cc.ignore_commits_from(Path(\"~/Documents/22/git_sync/shell-novice/\").expanduser())\n", - "cc.ignore_commits_from(\n", - " Path(\"~/Documents/22/git_sync/git-novice-branch-pr/\").expanduser()\n", - ")\n", + "# cc.ignore_commits_from(\n", + "# Path(\"~/Documents/22/git_sync/git-novice-branch-pr/\").expanduser()\n", + "# )\n", "cc.ignore_commits_from(Path(\"~/Documents/22/git_sync/workshop-template/\").expanduser())\n", "for r in repo_paths:\n", " cc.scan_repo(r)" @@ -247,24 +208,1027 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 10, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "cc.duplicates = 21467\n" - ] + "data": { + "text/plain": [ + "[datetime.date(2022, 9, 19),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 5),\n", + " datetime.date(2022, 8, 11),\n", + " datetime.date(2022, 7, 28),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 18),\n", + " datetime.date(2022, 7, 18),\n", + " datetime.date(2022, 7, 18),\n", + " datetime.date(2020, 10, 8),\n", + " datetime.date(2020, 10, 8),\n", + " datetime.date(2020, 8, 8),\n", + " datetime.date(2020, 8, 8),\n", + " datetime.date(2020, 8, 8),\n", + " datetime.date(2020, 8, 8),\n", + " datetime.date(2020, 7, 23),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2020, 7, 3),\n", + " datetime.date(2023, 10, 4),\n", + " datetime.date(2023, 7, 10),\n", + " datetime.date(2023, 4, 4),\n", + " datetime.date(2023, 1, 9),\n", + " datetime.date(2022, 12, 6),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 11, 8),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 5, 16),\n", + " datetime.date(2022, 5, 9),\n", + " datetime.date(2024, 4, 4),\n", + " datetime.date(2024, 3, 13),\n", + " datetime.date(2024, 3, 12),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 13),\n", + " datetime.date(2024, 2, 13),\n", + " datetime.date(2024, 2, 5),\n", + " datetime.date(2024, 2, 5),\n", + " datetime.date(2024, 1, 10),\n", + " datetime.date(2024, 1, 9),\n", + " datetime.date(2024, 1, 9),\n", + " datetime.date(2024, 1, 9),\n", + " datetime.date(2024, 1, 8),\n", + " datetime.date(2024, 1, 8),\n", + " datetime.date(2024, 1, 8),\n", + " datetime.date(2023, 12, 5),\n", + " datetime.date(2023, 12, 5),\n", + " datetime.date(2023, 12, 5),\n", + " datetime.date(2023, 12, 4),\n", + " datetime.date(2023, 12, 4),\n", + " datetime.date(2023, 12, 4),\n", + " datetime.date(2023, 12, 4),\n", + " datetime.date(2023, 12, 4),\n", + " datetime.date(2023, 12, 4),\n", + " datetime.date(2023, 12, 4),\n", + " datetime.date(2023, 11, 28),\n", + " datetime.date(2023, 11, 28),\n", + " datetime.date(2023, 11, 28),\n", + " datetime.date(2023, 11, 28),\n", + " datetime.date(2023, 11, 28),\n", + " datetime.date(2023, 11, 27),\n", + " datetime.date(2023, 11, 14),\n", + " datetime.date(2023, 11, 13),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 10, 18),\n", + " datetime.date(2023, 10, 9),\n", + " datetime.date(2023, 9, 4),\n", + " datetime.date(2023, 9, 4),\n", + " datetime.date(2023, 8, 24),\n", + " datetime.date(2023, 8, 21),\n", + " datetime.date(2023, 8, 17),\n", + " datetime.date(2023, 8, 16),\n", + " datetime.date(2023, 8, 16),\n", + " datetime.date(2023, 8, 16),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 8, 15),\n", + " datetime.date(2023, 7, 5),\n", + " datetime.date(2023, 4, 17),\n", + " datetime.date(2023, 4, 17),\n", + " datetime.date(2023, 4, 4),\n", + " datetime.date(2023, 4, 4),\n", + " datetime.date(2023, 3, 20),\n", + " datetime.date(2023, 3, 20),\n", + " datetime.date(2023, 2, 21),\n", + " datetime.date(2023, 2, 20),\n", + " datetime.date(2023, 1, 26),\n", + " datetime.date(2023, 1, 10),\n", + " datetime.date(2023, 1, 10),\n", + " datetime.date(2023, 1, 9),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 10, 4),\n", + " datetime.date(2022, 10, 3),\n", + " datetime.date(2022, 9, 20),\n", + " datetime.date(2022, 9, 19),\n", + " datetime.date(2022, 9, 13),\n", + " datetime.date(2022, 9, 13),\n", + " datetime.date(2022, 9, 5),\n", + " datetime.date(2022, 9, 3),\n", + " datetime.date(2022, 8, 21),\n", + " datetime.date(2022, 8, 21),\n", + " datetime.date(2022, 8, 16),\n", + " datetime.date(2022, 8, 15),\n", + " datetime.date(2022, 8, 12),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 5, 9),\n", + " datetime.date(2022, 5, 7),\n", + " datetime.date(2022, 3, 17),\n", + " datetime.date(2022, 3, 17),\n", + " datetime.date(2022, 2, 3),\n", + " datetime.date(2022, 2, 3),\n", + " datetime.date(2022, 2, 3),\n", + " datetime.date(2022, 2, 3),\n", + " datetime.date(2022, 1, 31),\n", + " datetime.date(2022, 1, 31),\n", + " datetime.date(2021, 11, 23),\n", + " datetime.date(2021, 11, 23),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 22),\n", + " datetime.date(2021, 11, 20),\n", + " datetime.date(2021, 11, 20),\n", + " datetime.date(2021, 11, 20),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 19),\n", + " datetime.date(2021, 11, 18),\n", + " datetime.date(2021, 11, 17),\n", + " datetime.date(2021, 11, 16),\n", + " datetime.date(2021, 11, 16),\n", + " datetime.date(2021, 11, 16),\n", + " datetime.date(2021, 11, 15),\n", + " datetime.date(2021, 10, 1),\n", + " datetime.date(2021, 7, 28),\n", + " datetime.date(2021, 7, 26),\n", + " datetime.date(2021, 6, 3),\n", + " datetime.date(2021, 6, 3),\n", + " datetime.date(2021, 6, 3),\n", + " datetime.date(2021, 6, 3),\n", + " datetime.date(2021, 6, 3),\n", + " datetime.date(2021, 4, 22),\n", + " datetime.date(2021, 4, 22),\n", + " datetime.date(2021, 4, 22),\n", + " datetime.date(2021, 4, 22),\n", + " datetime.date(2021, 4, 22),\n", + " datetime.date(2021, 4, 22),\n", + " datetime.date(2021, 3, 20),\n", + " datetime.date(2021, 3, 19),\n", + " datetime.date(2021, 3, 19),\n", + " datetime.date(2021, 3, 19),\n", + " datetime.date(2020, 11, 24),\n", + " datetime.date(2020, 11, 24),\n", + " datetime.date(2020, 11, 23),\n", + " datetime.date(2020, 11, 21),\n", + " datetime.date(2020, 11, 7),\n", + " datetime.date(2020, 11, 7),\n", + " datetime.date(2020, 11, 7),\n", + " datetime.date(2020, 11, 7),\n", + " datetime.date(2020, 11, 7),\n", + " datetime.date(2020, 11, 6),\n", + " datetime.date(2020, 11, 6),\n", + " datetime.date(2020, 11, 6),\n", + " datetime.date(2020, 11, 6),\n", + " datetime.date(2020, 11, 6),\n", + " datetime.date(2020, 11, 5),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 2),\n", + " datetime.date(2020, 11, 1),\n", + " datetime.date(2020, 10, 31),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 3, 2),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 29),\n", + " datetime.date(2020, 2, 28),\n", + " datetime.date(2020, 2, 28),\n", + " datetime.date(2020, 2, 28),\n", + " datetime.date(2020, 2, 26),\n", + " datetime.date(2020, 2, 26),\n", + " datetime.date(2020, 2, 26),\n", + " datetime.date(2020, 2, 26),\n", + " datetime.date(2019, 10, 31),\n", + " datetime.date(2019, 10, 31),\n", + " datetime.date(2019, 10, 31),\n", + " datetime.date(2019, 10, 23),\n", + " datetime.date(2019, 10, 22),\n", + " datetime.date(2019, 10, 21),\n", + " datetime.date(2019, 10, 21),\n", + " datetime.date(2019, 10, 21),\n", + " datetime.date(2019, 10, 21),\n", + " datetime.date(2019, 10, 21),\n", + " datetime.date(2019, 10, 21),\n", + " datetime.date(2019, 10, 21),\n", + " datetime.date(2019, 10, 20),\n", + " datetime.date(2019, 10, 20),\n", + " datetime.date(2019, 10, 18),\n", + " datetime.date(2019, 10, 18),\n", + " datetime.date(2019, 10, 18),\n", + " datetime.date(2019, 10, 18),\n", + " datetime.date(2019, 10, 18),\n", + " datetime.date(2019, 10, 18),\n", + " datetime.date(2019, 10, 18),\n", + " datetime.date(2019, 10, 16),\n", + " datetime.date(2019, 10, 16),\n", + " datetime.date(2019, 10, 15),\n", + " datetime.date(2019, 10, 15),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 14),\n", + " datetime.date(2019, 10, 11),\n", + " datetime.date(2019, 10, 9),\n", + " datetime.date(2018, 11, 26),\n", + " datetime.date(2018, 11, 22),\n", + " datetime.date(2018, 11, 22),\n", + " datetime.date(2018, 11, 22),\n", + " datetime.date(2018, 11, 22),\n", + " datetime.date(2018, 11, 22),\n", + " datetime.date(2018, 11, 22),\n", + " datetime.date(2018, 11, 22),\n", + " datetime.date(2018, 11, 21),\n", + " datetime.date(2018, 11, 21),\n", + " datetime.date(2018, 11, 21),\n", + " datetime.date(2018, 11, 21),\n", + " datetime.date(2018, 11, 20),\n", + " datetime.date(2018, 11, 20),\n", + " datetime.date(2018, 11, 20),\n", + " datetime.date(2018, 11, 19),\n", + " datetime.date(2018, 11, 18),\n", + " datetime.date(2018, 11, 18),\n", + " datetime.date(2018, 7, 9),\n", + " datetime.date(2018, 7, 9),\n", + " datetime.date(2018, 7, 9),\n", + " datetime.date(2018, 7, 9),\n", + " datetime.date(2018, 6, 5),\n", + " datetime.date(2018, 5, 31),\n", + " datetime.date(2018, 5, 31),\n", + " datetime.date(2018, 5, 31),\n", + " datetime.date(2018, 5, 31),\n", + " datetime.date(2018, 5, 30),\n", + " datetime.date(2018, 5, 30),\n", + " datetime.date(2018, 5, 29),\n", + " datetime.date(2018, 5, 29),\n", + " datetime.date(2018, 5, 29),\n", + " datetime.date(2018, 5, 28),\n", + " datetime.date(2017, 10, 31),\n", + " datetime.date(2017, 10, 31),\n", + " datetime.date(2017, 10, 31),\n", + " datetime.date(2017, 10, 31),\n", + " datetime.date(2017, 10, 31),\n", + " datetime.date(2017, 10, 31),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 30),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 29),\n", + " datetime.date(2017, 10, 27),\n", + " datetime.date(2017, 10, 27),\n", + " datetime.date(2017, 10, 27),\n", + " datetime.date(2017, 10, 25),\n", + " datetime.date(2017, 10, 23),\n", + " datetime.date(2017, 10, 23),\n", + " datetime.date(2017, 10, 23),\n", + " datetime.date(2017, 10, 23),\n", + " datetime.date(2017, 10, 23),\n", + " datetime.date(2017, 10, 19),\n", + " datetime.date(2017, 10, 18),\n", + " datetime.date(2017, 10, 18),\n", + " datetime.date(2017, 10, 15),\n", + " datetime.date(2015, 12, 2),\n", + " datetime.date(2015, 12, 2),\n", + " datetime.date(2015, 11, 11),\n", + " datetime.date(2015, 11, 11),\n", + " datetime.date(2015, 11, 11),\n", + " datetime.date(2015, 11, 11),\n", + " datetime.date(2015, 11, 10),\n", + " datetime.date(2015, 11, 10),\n", + " datetime.date(2015, 11, 10),\n", + " datetime.date(2015, 11, 10),\n", + " datetime.date(2015, 11, 10),\n", + " datetime.date(2015, 11, 10),\n", + " datetime.date(2015, 11, 10),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 30),\n", + " datetime.date(2015, 10, 29),\n", + " datetime.date(2015, 10, 29),\n", + " datetime.date(2023, 11, 28),\n", + " datetime.date(2023, 7, 5),\n", + " datetime.date(2023, 5, 22),\n", + " datetime.date(2023, 1, 9),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 19),\n", + " datetime.date(2022, 7, 15),\n", + " datetime.date(2022, 7, 15),\n", + " datetime.date(2022, 7, 15),\n", + " datetime.date(2022, 7, 15),\n", + " datetime.date(2022, 4, 11),\n", + " datetime.date(2022, 4, 11),\n", + " datetime.date(2021, 1, 14),\n", + " datetime.date(2021, 1, 14),\n", + " datetime.date(2021, 1, 14),\n", + " datetime.date(2021, 1, 14),\n", + " datetime.date(2020, 11, 5),\n", + " datetime.date(2020, 10, 1),\n", + " datetime.date(2020, 9, 29),\n", + " datetime.date(2020, 9, 29),\n", + " datetime.date(2020, 9, 29),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2023, 1, 20),\n", + " datetime.date(2024, 1, 5),\n", + " datetime.date(2024, 1, 5),\n", + " datetime.date(2023, 12, 12),\n", + " datetime.date(2023, 11, 6),\n", + " datetime.date(2023, 9, 13),\n", + " datetime.date(2023, 9, 9),\n", + " datetime.date(2023, 7, 10),\n", + " datetime.date(2023, 4, 4),\n", + " datetime.date(2023, 3, 7),\n", + " datetime.date(2023, 3, 7),\n", + " datetime.date(2023, 2, 7),\n", + " datetime.date(2023, 1, 9),\n", + " datetime.date(2022, 12, 6),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 11, 8),\n", + " datetime.date(2022, 9, 5),\n", + " datetime.date(2022, 9, 2),\n", + " datetime.date(2022, 8, 14),\n", + " datetime.date(2022, 8, 14),\n", + " datetime.date(2022, 8, 11),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 27),\n", + " datetime.date(2022, 7, 18),\n", + " datetime.date(2022, 7, 18),\n", + " datetime.date(2022, 5, 16),\n", + " datetime.date(2021, 2, 6),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 12, 17),\n", + " datetime.date(2020, 11, 30),\n", + " datetime.date(2020, 11, 30),\n", + " datetime.date(2020, 11, 9),\n", + " datetime.date(2020, 11, 4),\n", + " datetime.date(2020, 11, 4),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 10, 30),\n", + " datetime.date(2020, 10, 27),\n", + " datetime.date(2020, 10, 27),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 25),\n", + " datetime.date(2020, 10, 24),\n", + " datetime.date(2020, 10, 16),\n", + " datetime.date(2020, 10, 15),\n", + " datetime.date(2020, 10, 15),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 12),\n", + " datetime.date(2020, 10, 9),\n", + " datetime.date(2020, 10, 9),\n", + " datetime.date(2020, 10, 2),\n", + " datetime.date(2020, 10, 2),\n", + " datetime.date(2020, 9, 11),\n", + " datetime.date(2020, 9, 11),\n", + " datetime.date(2020, 9, 10),\n", + " datetime.date(2020, 9, 5),\n", + " datetime.date(2020, 9, 4),\n", + " datetime.date(2020, 9, 4),\n", + " datetime.date(2020, 9, 4),\n", + " datetime.date(2020, 9, 4),\n", + " datetime.date(2020, 9, 4),\n", + " datetime.date(2020, 9, 3),\n", + " datetime.date(2020, 8, 30),\n", + " datetime.date(2020, 8, 28),\n", + " datetime.date(2020, 8, 21),\n", + " datetime.date(2020, 8, 21),\n", + " datetime.date(2020, 8, 21),\n", + " datetime.date(2020, 8, 21),\n", + " datetime.date(2020, 8, 21),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 16),\n", + " datetime.date(2020, 8, 14),\n", + " datetime.date(2020, 8, 14),\n", + " datetime.date(2020, 8, 14),\n", + " datetime.date(2020, 8, 14),\n", + " datetime.date(2020, 8, 14),\n", + " datetime.date(2020, 8, 14),\n", + " datetime.date(2020, 8, 13),\n", + " datetime.date(2020, 8, 13),\n", + " datetime.date(2020, 8, 11),\n", + " datetime.date(2020, 8, 9),\n", + " datetime.date(2020, 8, 9),\n", + " datetime.date(2020, 8, 2),\n", + " datetime.date(2020, 7, 31),\n", + " datetime.date(2020, 7, 31),\n", + " datetime.date(2020, 7, 31),\n", + " datetime.date(2020, 7, 31),\n", + " datetime.date(2020, 7, 9),\n", + " datetime.date(2020, 7, 9),\n", + " datetime.date(2020, 7, 9),\n", + " datetime.date(2020, 7, 9),\n", + " datetime.date(2020, 7, 9),\n", + " datetime.date(2020, 7, 7),\n", + " datetime.date(2020, 7, 7),\n", + " datetime.date(2020, 7, 7),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 7, 2),\n", + " datetime.date(2020, 6, 29),\n", + " datetime.date(2020, 6, 29),\n", + " datetime.date(2020, 6, 29),\n", + " datetime.date(2020, 6, 29),\n", + " datetime.date(2020, 6, 29),\n", + " datetime.date(2020, 6, 29),\n", + " datetime.date(2020, 6, 29),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 25),\n", + " datetime.date(2020, 6, 18),\n", + " datetime.date(2020, 6, 18),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 17),\n", + " datetime.date(2020, 6, 9),\n", + " datetime.date(2024, 3, 3),\n", + " datetime.date(2024, 3, 3),\n", + " datetime.date(2024, 2, 26),\n", + " datetime.date(2024, 2, 26),\n", + " datetime.date(2024, 2, 26),\n", + " datetime.date(2024, 2, 26),\n", + " datetime.date(2024, 2, 25),\n", + " datetime.date(2024, 2, 25),\n", + " datetime.date(2024, 2, 25),\n", + " datetime.date(2024, 2, 25),\n", + " datetime.date(2024, 2, 24),\n", + " datetime.date(2024, 2, 24),\n", + " datetime.date(2024, 2, 24),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 23),\n", + " datetime.date(2024, 2, 22),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 21),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 20),\n", + " datetime.date(2024, 2, 19),\n", + " datetime.date(2024, 2, 19),\n", + " datetime.date(2024, 2, 18),\n", + " datetime.date(2024, 2, 18),\n", + " datetime.date(2024, 2, 18),\n", + " datetime.date(2024, 2, 18),\n", + " datetime.date(2024, 2, 18),\n", + " datetime.date(2024, 2, 16),\n", + " datetime.date(2024, 2, 16),\n", + " datetime.date(2024, 2, 15),\n", + " datetime.date(2024, 2, 15),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 14),\n", + " datetime.date(2024, 2, 13),\n", + " datetime.date(2024, 2, 12),\n", + " datetime.date(2024, 2, 12),\n", + " datetime.date(2024, 2, 12),\n", + " datetime.date(2024, 2, 12),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 10, 5),\n", + " datetime.date(2023, 10, 4),\n", + " datetime.date(2023, 9, 13),\n", + " datetime.date(2023, 7, 10),\n", + " datetime.date(2023, 5, 31),\n", + " datetime.date(2023, 5, 31),\n", + " datetime.date(2023, 5, 31),\n", + " datetime.date(2023, 5, 25),\n", + " datetime.date(2023, 5, 25),\n", + " datetime.date(2023, 4, 17),\n", + " datetime.date(2023, 4, 4),\n", + " datetime.date(2023, 1, 23),\n", + " datetime.date(2023, 1, 16),\n", + " datetime.date(2023, 1, 16),\n", + " datetime.date(2023, 1, 16),\n", + " datetime.date(2023, 1, 16),\n", + " datetime.date(2023, 1, 12),\n", + " datetime.date(2023, 1, 9),\n", + " datetime.date(2022, 12, 28),\n", + " datetime.date(2022, 12, 28),\n", + " datetime.date(2022, 12, 14),\n", + " datetime.date(2022, 12, 6),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 11, 9),\n", + " datetime.date(2022, 11, 1),\n", + " datetime.date(2022, 11, 1),\n", + " datetime.date(2022, 9, 12),\n", + " datetime.date(2022, 9, 12),\n", + " datetime.date(2022, 9, 11),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 1),\n", + " datetime.date(2022, 8, 29),\n", + " datetime.date(2022, 8, 29),\n", + " datetime.date(2022, 8, 14),\n", + " datetime.date(2022, 8, 11),\n", + " datetime.date(2022, 7, 18),\n", + " datetime.date(2022, 5, 16),\n", + " datetime.date(2022, 5, 6),\n", + " datetime.date(2022, 5, 6),\n", + " datetime.date(2022, 5, 6),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 10, 26),\n", + " datetime.date(2020, 8, 8),\n", + " datetime.date(2020, 8, 8),\n", + " datetime.date(2020, 7, 31),\n", + " datetime.date(2020, 7, 31),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 30),\n", + " datetime.date(2020, 7, 29),\n", + " datetime.date(2020, 7, 28),\n", + " datetime.date(2020, 7, 27),\n", + " datetime.date(2020, 7, 27),\n", + " datetime.date(2020, 7, 27),\n", + " datetime.date(2020, 7, 27),\n", + " datetime.date(2020, 7, 27),\n", + " datetime.date(2020, 7, 27),\n", + " datetime.date(2020, 7, 23),\n", + " datetime.date(2020, 7, 23),\n", + " datetime.date(2020, 7, 23),\n", + " datetime.date(2020, 7, 23),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 21),\n", + " datetime.date(2020, 7, 1),\n", + " datetime.date(2020, 2, 19),\n", + " datetime.date(2020, 2, 18),\n", + " datetime.date(2020, 2, 18),\n", + " datetime.date(2020, 2, 17),\n", + " datetime.date(2020, 2, 17),\n", + " datetime.date(2020, 2, 17),\n", + " datetime.date(2020, 2, 15),\n", + " datetime.date(2020, 2, 15),\n", + " datetime.date(2020, 2, 15),\n", + " datetime.date(2020, 2, 15),\n", + " datetime.date(2020, 2, 15),\n", + " datetime.date(2020, 2, 15),\n", + " datetime.date(2020, 2, 15),\n", + " datetime.date(2020, 2, 13),\n", + " datetime.date(2020, 2, 12),\n", + " datetime.date(2020, 2, 12),\n", + " datetime.date(2020, 2, 12),\n", + " datetime.date(2020, 2, 12),\n", + " datetime.date(2020, 2, 12),\n", + " datetime.date(2020, 2, 12),\n", + " datetime.date(2020, 2, 12),\n", + " datetime.date(2020, 2, 11),\n", + " datetime.date(2020, 2, 5),\n", + " datetime.date(2020, 2, 4),\n", + " datetime.date(2020, 1, 10),\n", + " datetime.date(2019, 8, 22),\n", + " datetime.date(2019, 8, 21),\n", + " datetime.date(2019, 8, 20),\n", + " datetime.date(2019, 8, 20),\n", + " datetime.date(2019, 8, 20),\n", + " datetime.date(2019, 8, 20),\n", + " datetime.date(2019, 8, 20),\n", + " datetime.date(2019, 8, 19),\n", + " datetime.date(2019, 8, 19),\n", + " datetime.date(2019, 8, 19),\n", + " datetime.date(2019, 8, 19),\n", + " datetime.date(2019, 8, 15),\n", + " datetime.date(2019, 8, 15),\n", + " datetime.date(2019, 8, 15),\n", + " datetime.date(2019, 8, 14),\n", + " datetime.date(2019, 8, 14),\n", + " datetime.date(2019, 8, 14),\n", + " datetime.date(2019, 8, 14),\n", + " datetime.date(2019, 8, 13),\n", + " datetime.date(2019, 8, 13),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2019, 8, 12),\n", + " datetime.date(2023, 11, 9),\n", + " datetime.date(2023, 10, 4),\n", + " datetime.date(2023, 9, 13),\n", + " datetime.date(2023, 9, 9),\n", + " datetime.date(2023, 8, 1),\n", + " datetime.date(2023, 7, 10),\n", + " datetime.date(2023, 4, 4),\n", + " datetime.date(2023, 2, 7),\n", + " datetime.date(2023, 1, 27),\n", + " datetime.date(2023, 1, 9),\n", + " datetime.date(2022, 12, 6),\n", + " datetime.date(2022, 12, 1),\n", + " datetime.date(2022, 11, 8),\n", + " datetime.date(2022, 10, 6),\n", + " datetime.date(2022, 10, 6),\n", + " datetime.date(2022, 10, 6),\n", + " datetime.date(2022, 10, 5),\n", + " datetime.date(2022, 10, 5),\n", + " datetime.date(2022, 10, 5),\n", + " datetime.date(2022, 10, 5),\n", + " datetime.date(2022, 10, 4),\n", + " datetime.date(2022, 10, 3),\n", + " datetime.date(2022, 10, 3),\n", + " datetime.date(2022, 10, 3),\n", + " datetime.date(2022, 10, 2),\n", + " datetime.date(2022, 10, 1),\n", + " datetime.date(2022, 10, 1),\n", + " datetime.date(2022, 10, 1),\n", + " datetime.date(2022, 10, 1),\n", + " datetime.date(2022, 9, 20),\n", + " datetime.date(2022, 9, 20),\n", + " datetime.date(2022, 9, 19),\n", + " datetime.date(2022, 9, 18),\n", + " datetime.date(2022, 9, 18),\n", + " datetime.date(2022, 9, 18),\n", + " datetime.date(2022, 9, 13),\n", + " datetime.date(2022, 9, 13),\n", + " datetime.date(2022, 9, 13),\n", + " datetime.date(2022, 9, 12),\n", + " datetime.date(2022, 9, 12),\n", + " datetime.date(2022, 9, 12),\n", + " datetime.date(2022, 9, 6),\n", + " datetime.date(2022, 9, 5),\n", + " datetime.date(2022, 9, 5),\n", + " datetime.date(2022, 9, 5),\n", + " datetime.date(2022, 9, 2),\n", + " datetime.date(2022, 9, 2),\n", + " datetime.date(2022, 9, 2),\n", + " datetime.date(2022, 9, 2),\n", + " datetime.date(2022, 9, 2),\n", + " datetime.date(2022, 9, 2),\n", + " datetime.date(2022, 8, 25),\n", + " datetime.date(2022, 8, 13),\n", + " datetime.date(2022, 8, 11),\n", + " datetime.date(2022, 7, 30),\n", + " datetime.date(2022, 7, 28),\n", + " datetime.date(2022, 7, 28),\n", + " datetime.date(2022, 7, 28),\n", + " datetime.date(2022, 7, 28),\n", + " datetime.date(2022, 7, 28),\n", + " datetime.date(2022, 7, 28),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 26),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " datetime.date(2022, 7, 25),\n", + " ...]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "print(f\"{cc.duplicates = }\")" + "cc.timestamps" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -274,12 +1238,12 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -290,9 +1254,9 @@ ], "source": [ "fig, ax = plt.subplots()\n", - "ax.plot(dates, cumm)\n", + "ax.plot(dates, cumm,label = 'Commits',color='red')\n", "ax2 = ax.twinx()\n", - "ax2.plot(dates_authors, cumm_authors, label=\"Authors\")\n", + "ax2.plot(dates_authors, cumm_authors, label=\"Authors\",color='blue')\n", "ax2.set_ylabel(\"Authors\")\n", "ax.set_xlabel(\"Date\")\n", "ax.set_ylabel(\"Number of unique commits\")\n", @@ -300,12 +1264,13 @@ "import matplotlib.dates as mdates\n", "\n", "ax.xaxis.set_major_locator(mdates.MonthLocator(interval=6))\n", + "fig.legend(bbox_to_anchor = [0.4,0.8])\n", "fig.autofmt_xdate()" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -319,7 +1284,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -333,12 +1298,32 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "text/plain": [ + "dict_keys(['hsf-training-alpaka-webpage', 'organization', 'analysis-essentials', 'learner-certificates', 'hsf-training-minimal-github-actions-docker-build-push', 'hsf-training-ml-webpage', 'hsf-training-docker', 'hsf-training-matplotlib', 'repository-maintenance-test', 'hsf-training-singularity-webpage', 'chep23-proceeding-sustainability', 'cpluspluscourse', 'hsf-k12-python-for-stem-teachers', 'hsf_matplotlib_notebooks', 'csbs-paper', 'hsf-training-databases-basics', 'hsf-training-generators-webpage', 'hsf-training-cpp-webpage', 'hsf-training-minimal-github-actions-pytest', 'Python-for-STEM', 'hsf-training-cmake-webpage', 'hsf-training-ml-gpu-webpage', 'hsf-training-central-entry-point', 'carpentry-cookiecutter', 'training-center', 'hsf-training-scikit-hep-webpage', 'hsf-training-cicd-github', 'hsf-training-uproot-webpage', 'python-lesson', 'hsf-training-advanced-cpp-bits-webpage', 'hsf-training-advanced-git-webpage', 'hsf-training-intermediate-cpp', 'hsf-training-reana-webpage', 'hsf-training-cms-analysis-snapshot', 'hsf-training-pytest-webpage', 'hsf-training-theme', 'hsf-styles', '.github', 'hsf-training-ssh-webpage', 'maintenance', 'analyze-state-of-training-survey', 'hsf-training-cms-analysis-snapshot-stats', 'hsf-training-cicd', 'hsf-training-cms-analysis-webpage', 'hsf-training-spack-webpage', 'participation-analysis', 'chep23-proceeding-community', 'PyHEP-resources', 'hsf-training-cicd-basics-webpage', 'hsf-training-cms-analysis'])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cc.timestamps_by_repo.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", "text/plain": [ "
" ] @@ -374,7 +1359,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -396,20 +1381,6 @@ "# ax.xaxis.set_major_locator(mdates.MonthLocator(interval=6))\n", "# fig.autofmt_xdate()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -428,7 +1399,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.12.2" } }, "nbformat": 4, diff --git a/notebooks/time_series_educators.ipynb b/notebooks/time_series_educators.ipynb index 319e0be..c1d2bba 100644 --- a/notebooks/time_series_educators.ipynb +++ b/notebooks/time_series_educators.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -12,6 +12,7 @@ "import git\n", "from datetime import date\n", "import matplotlib.pyplot as plt\n", + "import scienceplots\n", "\n", "plt.style.use(\"science\")\n", "plt.style.use(\"notebook\")\n", @@ -20,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -37,22 +38,28 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "repo = git.Repo(\"/Users/fuchur/Documents/23/git_sync/hsf.github.io/\")" + "repo = git.Repo(\"~/Documents/23/git_sync/hsf.github.io/\")" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "6153f702119296068c7a210e9aafba3f2e8d55c9 defaultdict(, {'mentor': 50, 'instructor': 39, 'author': 19, 'facilitator': 15, 'all': 67})\n", + "26047c73278cf35fa7cb6341c4220d164da8d681 defaultdict(, {'mentor': 50, 'instructor': 39, 'author': 19, 'facilitator': 15, 'all': 67})\n", + "5046c0446654087482210acc007763ee6922fa64 defaultdict(, {'mentor': 49, 'instructor': 39, 'author': 19, 'facilitator': 15, 'all': 66})\n", + "8bd9b43dc6334d644536850638d548e1e06e6576 defaultdict(, {'mentor': 49, 'instructor': 39, 'author': 19, 'facilitator': 15, 'all': 66})\n", + "5b83a7bbf63a44f0ac1c07db4f15d0aa51b0f2b0 defaultdict(, {'mentor': 49, 'instructor': 38, 'author': 19, 'facilitator': 15, 'all': 65})\n", + "6ccfe826c549974782ce120db7df8a6f1aeabd2f defaultdict(, {'mentor': 49, 'instructor': 37, 'author': 19, 'facilitator': 15, 'all': 64})\n", "e9ef529ae5109e54dc1941bce9937f363db4431e defaultdict(, {'mentor': 49, 'instructor': 37, 'author': 19, 'facilitator': 15, 'all': 64})\n", "de4507b4f1de80646df9fc56c7347f727f79d82d defaultdict(, {'mentor': 49, 'instructor': 37, 'author': 18, 'facilitator': 15, 'all': 63})\n", "ec508cfcacd5d1df3ad813d9def90f8bf11c424b defaultdict(, {'mentor': 48, 'instructor': 37, 'author': 18, 'facilitator': 15, 'all': 62})\n", @@ -79,31 +86,19 @@ "4e00167e61bce987dec0c06f4354fde7799511c5 defaultdict(, {'mentor': 35, 'instructor': 29, 'author': 4, 'facilitator': 14, 'all': 50})\n", "327abce1b1462ecf6c2a91d11df7cfe40ba7993c defaultdict(, {'mentor': 35, 'instructor': 29, 'author': 4, 'facilitator': 14, 'all': 50})\n", "while parsing a block mapping\n", - " in \"\", line 2, column 1:\n", - " title: Marco Mambelli (he/him)\n", - " ^\n", - "expected , but found ''\n", - " in \"\", line 11, column 64:\n", - " ... .com/in/marco-mambelli-53640a1/](https://www.linkedin.com/in/mar ... \n", - " ^\n", + " in \"\", line 2, column 1\n", + "did not find expected key\n", + " in \"\", line 11, column 64\n", "b41054377420ffdd473ffe37135ee04a8170ee68 defaultdict(, {'mentor': 34, 'instructor': 28, 'author': 4, 'facilitator': 14, 'all': 49})\n", "while parsing a block mapping\n", - " in \"\", line 2, column 1:\n", - " title: Marco Mambelli (he/him)\n", - " ^\n", - "expected , but found ''\n", - " in \"\", line 11, column 64:\n", - " ... .com/in/marco-mambelli-53640a1/](https://www.linkedin.com/in/mar ... \n", - " ^\n", + " in \"\", line 2, column 1\n", + "did not find expected key\n", + " in \"\", line 11, column 64\n", "32033f61acb2d8731bd052a1e97b0f9c7c911c50 defaultdict(, {'mentor': 34, 'instructor': 28, 'author': 0, 'facilitator': 14, 'all': 49})\n", "while parsing a block mapping\n", - " in \"\", line 2, column 1:\n", - " title: Marco Mambelli (he/him)\n", - " ^\n", - "expected , but found ''\n", - " in \"\", line 11, column 64:\n", - " ... .com/in/marco-mambelli-53640a1/](https://www.linkedin.com/in/mar ... \n", - " ^\n", + " in \"\", line 2, column 1\n", + "did not find expected key\n", + " in \"\", line 11, column 64\n", "df8031306b06aaaafbe952f64f311fdd8fb4df0b defaultdict(, {'mentor': 34, 'instructor': 28, 'author': 0, 'facilitator': 14, 'all': 49})\n", "9e8a7c2d90a9ca07cacd45bcc2f39c645384ac5e defaultdict(, {'mentor': 34, 'instructor': 28, 'author': 0, 'facilitator': 14, 'all': 49})\n", "c0a0fd7cc8a8ad3ebd2af0b983e97f014b4f3181 defaultdict(, {'mentor': 34, 'instructor': 28, 'author': 0, 'facilitator': 14, 'all': 49})\n", @@ -172,14 +167,20 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "defaultdict(list,\n", - " {'mentor': [49,\n", + " {'mentor': [50,\n", + " 50,\n", + " 49,\n", + " 49,\n", + " 49,\n", + " 49,\n", + " 49,\n", " 49,\n", " 48,\n", " 46,\n", @@ -229,7 +230,13 @@ " 14,\n", " 14,\n", " 13],\n", - " 'instructor': [37,\n", + " 'instructor': [39,\n", + " 39,\n", + " 39,\n", + " 39,\n", + " 38,\n", + " 37,\n", + " 37,\n", " 37,\n", " 37,\n", " 37,\n", @@ -280,6 +287,12 @@ " 14,\n", " 13],\n", " 'author': [19,\n", + " 19,\n", + " 19,\n", + " 19,\n", + " 19,\n", + " 19,\n", + " 19,\n", " 18,\n", " 18,\n", " 18,\n", @@ -338,6 +351,12 @@ " 15,\n", " 15,\n", " 15,\n", + " 15,\n", + " 15,\n", + " 15,\n", + " 15,\n", + " 15,\n", + " 15,\n", " 14,\n", " 14,\n", " 14,\n", @@ -379,7 +398,13 @@ " 8,\n", " 8,\n", " 8],\n", - " 'all': [64,\n", + " 'all': [67,\n", + " 67,\n", + " 66,\n", + " 66,\n", + " 65,\n", + " 64,\n", + " 64,\n", " 63,\n", " 62,\n", " 60,\n", @@ -431,7 +456,7 @@ " 21]})" ] }, - "execution_count": 5, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -442,7 +467,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -451,32 +476,20 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 28, "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "mentor [49, 49, 48, 46, 45, 45, 44, 44, 44, 43, 42, 42, 37, 36, 36, 36, 36, 36, 36, 36, 36, 35, 35, 35, 35, 34, 34, 34, 34, 34, 33, 32, 32, 30, 30, 30, 29, 28, 19, 19, 19, 16, 15, 15, 15, 15, 15, 14, 14, 13]\n", - "instructor [37, 37, 37, 37, 37, 37, 37, 37, 37, 36, 36, 36, 33, 32, 32, 32, 31, 31, 31, 30, 29, 29, 29, 29, 29, 28, 28, 28, 28, 28, 27, 26, 25, 22, 22, 21, 21, 21, 18, 18, 16, 16, 15, 15, 15, 15, 14, 14, 14, 13]\n", - "author [19, 18, 18, 18, 18, 17, 17, 16, 16, 15, 15, 15, 15, 15, 15, 15, 15, 14, 14, 14, 14, 14, 14, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n", - "facilitator [15, 15, 15, 15, 15, 15, 15, 15, 15, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 12, 12, 12, 12, 12, 12, 12, 11, 10, 10, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8]\n" + "/var/folders/53/q9lwqxpd7lj_hbkx5dv2jy4w0000gn/T/ipykernel_50099/343530767.py:10: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + " ax.set_xticklabels(xticks,rotation=50)\n" ] }, { "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -491,14 +504,17 @@ "for k, vs in educator_counts.items():\n", " if k == \"all\":\n", " continue\n", - " print(k, vs)\n", + " # print(k, vs)\n", " ax.plot(dt_times, vs, label=k)\n", - "ax.legend(frameon=False)" + "ax.legend(frameon=False)\n", + "xticks = ax.get_xticklabels()\n", + "ax.set_xticklabels(xticks,rotation=50)\n", + "plt.show()" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -511,13 +527,6 @@ " data_dir / \"total_educators.csv\"\n", ")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -536,7 +545,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.12.2" } }, "nbformat": 4, diff --git a/notebooks/time_series_events.ipynb b/notebooks/time_series_events.ipynb index 3d52851..14e8d9f 100644 --- a/notebooks/time_series_events.ipynb +++ b/notebooks/time_series_events.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 14, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -11,6 +11,7 @@ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import matplotlib\n", + "import scienceplots\n", "\n", "# plt.style.use(dufte.style)\n", "# plt.style.use('https://github.com/dhaitz/matplotlib-stylesheets/raw/master/pitayasmoothie-light.mplstyle')\n", @@ -37,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -47,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -60,14 +61,14 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/var/folders/g3/1y2_hl1j16scls01cxqm76s80000gn/T/ipykernel_88290/2220167973.py:6: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n", + "/var/folders/53/q9lwqxpd7lj_hbkx5dv2jy4w0000gn/T/ipykernel_86053/540866040.py:6: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n", "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n", "\n", "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n", @@ -81,7 +82,7 @@ "from pathlib import Path\n", "\n", "data_dir = Path(\".\").resolve().parent / \"data\"\n", - "df = pd.read_csv(data_dir / \"event-data - Sheet1.csv\")\n", + "df = pd.read_csv(data_dir / \"event-data - Main.csv\")\n", "df[\"Start date\"] = pd.to_datetime(df[\"Start date\"], format=\"mixed\")\n", "df[\"co-organized\"].fillna(\"\", inplace=True)\n", "no_collab = df.query(\"`co-organized` == ''\").copy()" @@ -89,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -99,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -128,12 +129,12 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -149,7 +150,7 @@ "for key, value in label2data.items():\n", " if baseline is None:\n", " baseline = np.zeros_like(value)\n", - " label = f\"{key} ($\\Sigma$={int(value.max()):,})\"\n", + " label = rf\"{key} ($\\Sigma$={int(value.max()):,})\"\n", " ax.stairs(\n", " value.to_numpy() + baseline,\n", " [*value.index, datetime.datetime.now()],\n", @@ -170,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -179,16 +180,16 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "2146.0" + "2811.0" ] }, - "execution_count": 22, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -199,7 +200,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -208,13 +209,13 @@ "Text(0, 0.5, 'Participants')" ] }, - "execution_count": 23, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -244,13 +245,6 @@ "ax.set_ylabel(\"Participants\")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, @@ -275,7 +269,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.12.2" } }, "nbformat": 4, From 4acb7c45476406cc114064ff5a718f1424edff06 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 31 Aug 2024 19:02:29 +0000 Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- notebooks/general_plots.ipynb | 4 ++-- notebooks/time_series_commits.ipynb | 10 +++++----- notebooks/time_series_educators.ipynb | 2 +- 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/notebooks/general_plots.ipynb b/notebooks/general_plots.ipynb index e28d885..8f704fe 100644 --- a/notebooks/general_plots.ipynb +++ b/notebooks/general_plots.ipynb @@ -77,7 +77,7 @@ " return s / s.max()\n", "\n", "\n", - "fig, ax = plt.subplots(dpi=140,figsize=(9,6))\n", + "fig, ax = plt.subplots(dpi=140, figsize=(9, 6))\n", "# ax.set_box_aspect(1)\n", "ax = norm(total_participants).plot(\n", " ax=ax, label=rf\"Registrations ($\\Sigma$={int(total_participants.max()):,})\", lw=3.5\n", @@ -103,7 +103,7 @@ "# fig.autofmt_xdate()\n", "ax.set_xlabel(\"\")\n", "ax.set_title(\n", - " \"Cumulative statistics (w/o carpentry contributions to commits)\", #fontsize=16\n", + " \"Cumulative statistics (w/o carpentry contributions to commits)\", # fontsize=16\n", ")\n", "plt.show()" ] diff --git a/notebooks/time_series_commits.ipynb b/notebooks/time_series_commits.ipynb index 576ff1f..26dc07c 100644 --- a/notebooks/time_series_commits.ipynb +++ b/notebooks/time_series_commits.ipynb @@ -161,7 +161,7 @@ "# Clone these repositories from Software Carpentry\n", "# todo: Instead put the instructions for cloning them here\n", "\n", - "# git_sync gh repo list swcarpentry --limit 900 --json name -q '.[].name' \n", + "# git_sync gh repo list swcarpentry --limit 900 --json name -q '.[].name'\n", "# GraphQL: Could not resolve to a Repository with the name 'swcarpentry/git-novice-branch-pr'. (repository)\n", "\n", "\n", @@ -170,7 +170,7 @@ "# base_path = Path(\"~/Documents/22/git_sync/\").expanduser()\n", "# base_path.mkdir(parents=True, exist_ok=True)\n", "# repo_paths = [p for p in base_path.iterdir() if p.is_dir() and (p / \".git\").is_dir()]\n", - "# print(f\"You got {len(repo_paths) = } already checked out\")\n" + "# print(f\"You got {len(repo_paths) = } already checked out\")" ] }, { @@ -1254,9 +1254,9 @@ ], "source": [ "fig, ax = plt.subplots()\n", - "ax.plot(dates, cumm,label = 'Commits',color='red')\n", + "ax.plot(dates, cumm, label=\"Commits\", color=\"red\")\n", "ax2 = ax.twinx()\n", - "ax2.plot(dates_authors, cumm_authors, label=\"Authors\",color='blue')\n", + "ax2.plot(dates_authors, cumm_authors, label=\"Authors\", color=\"blue\")\n", "ax2.set_ylabel(\"Authors\")\n", "ax.set_xlabel(\"Date\")\n", "ax.set_ylabel(\"Number of unique commits\")\n", @@ -1264,7 +1264,7 @@ "import matplotlib.dates as mdates\n", "\n", "ax.xaxis.set_major_locator(mdates.MonthLocator(interval=6))\n", - "fig.legend(bbox_to_anchor = [0.4,0.8])\n", + "fig.legend(bbox_to_anchor=[0.4, 0.8])\n", "fig.autofmt_xdate()" ] }, diff --git a/notebooks/time_series_educators.ipynb b/notebooks/time_series_educators.ipynb index c1d2bba..497409c 100644 --- a/notebooks/time_series_educators.ipynb +++ b/notebooks/time_series_educators.ipynb @@ -508,7 +508,7 @@ " ax.plot(dt_times, vs, label=k)\n", "ax.legend(frameon=False)\n", "xticks = ax.get_xticklabels()\n", - "ax.set_xticklabels(xticks,rotation=50)\n", + "ax.set_xticklabels(xticks, rotation=50)\n", "plt.show()" ] },