{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# END-TO-END IMPACT CALCULATION" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before computing the impact of a given exposure and hazard, it is important to correctly match the exposures' coordinates with the hazard centroids. Try to have similar resolutions in exposures and hazard. By the impact calculation the nearest neighbor for each exposure to the hazard's centroids is searched. \n", "\n", "Set first the `Exposures` and use its coordinates information to set a matching `Hazard`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# POINT EXPOSURES\n", "\n", "If the exposures are points, compute your hazard at that points (if possible)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-06-18 20:11:50,738 - climada - DEBUG - Loading default config file: /Users/aznarsig/Documents/Python/climada_python/climada/conf/defaults.conf\n", "2019-06-18 20:11:52,552 - climada.entity.exposures.base - INFO - tag metadata set to default value: File: \n", " Description: \n", "2019-06-18 20:11:52,553 - climada.entity.exposures.base - INFO - ref_year metadata set to default value: 2018\n", "2019-06-18 20:11:52,553 - climada.entity.exposures.base - INFO - value_unit metadata set to default value: USD\n", "2019-06-18 20:11:52,554 - climada.entity.exposures.base - INFO - meta metadata set to default value: None\n", "2019-06-18 20:11:52,554 - climada.entity.exposures.base - INFO - Setting if_ to default impact functions ids 1.\n", "2019-06-18 20:11:52,556 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-06-18 20:11:52,556 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-06-18 20:11:52,558 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-06-18 20:11:52,559 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-06-18 20:11:52,560 - climada.entity.exposures.base - INFO - region_id not set.\n", "2019-06-18 20:11:52,560 - climada.entity.exposures.base - INFO - geometry not set.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/anaconda3/envs/climada_up/lib/python3.7/site-packages/matplotlib/tight_layout.py:176: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " warnings.warn('Tight layout not applied. The left and right margins '\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2019-06-18 20:11:56,209 - climada.hazard.tc_tracks - INFO - Reading 2007314N10093: SIDR\n", "2019-06-18 20:11:56,603 - climada.hazard.trop_cyclone - INFO - Mapping 1 tracks to 7 centroids.\n", "2019-06-18 20:12:00,736 - climada.entity.exposures.base - INFO - Matching 7 exposures with 7 centroids.\n", "2019-06-18 20:12:00,740 - climada.engine.impact - INFO - Calculating damage for 7 assets (>0) and 1 events.\n", "2019-06-18 20:12:00,740 - climada.engine.impact - INFO - Missing exposures impact functions for hazard if_TC. Using impact functions in if_.\n", "Nearest neighbor hazard.centroids indexes for each exposure: [0 1 2 3 4 5 6]\n", "2019-06-18 20:12:00,747 - climada.entity.exposures.base - INFO - tag metadata set to default value: File: \n", " Description: \n", "2019-06-18 20:12:00,750 - climada.entity.exposures.base - INFO - ref_year metadata set to default value: 2018\n", "2019-06-18 20:12:00,750 - climada.entity.exposures.base - INFO - meta metadata set to default value: None\n", "2019-06-18 20:12:00,751 - climada.entity.exposures.base - INFO - Setting if_ to default impact functions ids 1.\n", "2019-06-18 20:12:00,753 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-06-18 20:12:00,755 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-06-18 20:12:00,755 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-06-18 20:12:00,757 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-06-18 20:12:00,758 - climada.entity.exposures.base - INFO - region_id not set.\n", "2019-06-18 20:12:00,758 - climada.entity.exposures.base - INFO - geometry not set.\n" ] }, { "data": { "text/plain": [ "(
,\n", " array([[]],\n", " dtype=object))" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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8lPz587NmzRqmT5/OjBkzUm1fqFAhtm7dSq1atahZsybLli27rXl37NhB3bp1CQkJYfr06fzxxx+3NY7BYDC4g6FDh9K5c2eeeOIJoqOjU+9gcB1jnHkNY5z5McWKFWPt2rW89dZbLFmyJNX2mTNn5t1332XJkiW8/PLLvPHGG8TGxro01/nz5xkwYABt27bl1VdfZe3atbRp04a9e/dy8+bNO12KISXiL8DlELi6A/S6t7UxGHyOBQsWUK5cOerUqcP16+b/iMH/McaZn1OhQgV++OEHnn/+eZfd+vXr12fXrl2ICDVr1mTSpEls3ryZ8+fPJ2l37NgxvvjiC9q1a0fJkiW5fv06e/bs4emnn0ZEyJMnD/fccw+HDx/2xNIMALHzIbo6nO4PZ9+0PV8N9bZWBoPP8euvv3Lt2jUaNWrkbVUyDsZz5jWMcZYBqFWrFt9++y1dunQhLCzMpT65c+fm3XffZcqUKezdu5dXX32VYsWKUa5cOdq1a0fNmjUJCgpi48aNdOjQgQMHDvD555+TL1++JONUr17dbG16ihv74Oxw0KugsaCXIP4cxHSF+Cve1s5g8Cly5MjBjh07CAsL48UXPRa4/e7CGGdeI5O3FTC4h0aNGvHFF1/QunVrfvrpJypVquRSvxYtWtCiRQsAbt68yYEDB/j9998pXrw4999/P5kypfwtUqNGDSIiImjbtu0dr8FwC7HzQR0FEFa4uh5ytEp3lQwGX6ZSpUosWLCATp068cADD9CzZ8/UOxkMPogxzjIQbdq04cyZMzRv3pwtW7ZQvHjxNPUPDAykUqVKLht2YPOcLViwgPj4eAICjCPWregFwJFxFg/xJjK6weCIDh06MHz4cPr06UONGjWoXbu2t1XyT4wny6uY36YZjN69ezNgwAAaNWrEli1bPD5fs2bNOHHiBNWqVWPWrFlcu3bN43PeNWRvDpLTQcVNyNYw3dUxGPyF999/nyZNmtCwYUPOnDmTegeDQ0TSvxhsGOMsA/LKK68wYcIEOnfuzJAhQ7h8+bLH5ipcuDC//vorU6ZMYdGiRZQrV47x48enml7K4ALZm0HWYJAclkBsz3kGQaaiXlXNYPB11qxZQ/78+QkODva2Kv6LOXPmNVI1zkSkhIhsFJG9IvKniAy25ONF5C8R2S0iS0Ukr6t9rbqiIrJBRJaLSC5LNkpELotIIbt2Zv/mNmjbti0RERGcOnWK++67j82bN3tsLhGhSZMmhISEsHLlSnbt2kXZsmUZMWIEJ06c8Ni8GR4JgEJfQ4FJkL2VzZNWaD7kHeZtzQwGnycgIICwsDAOHjzIokWLvK2Of2KMM68hqaXzEZEiQBFV3SkiuYFwoC1QHNigqnEi8gGAqg53pa+q7hGRscBXQFmgmKpOF5FRQB9gfsJYInJRVXM50U09nS8yNjaW3Llze3QOT7N8+XJefPFFHn30UZ544gkefvhhihYt6tG1RUZGMnHiRL7++ms6dOjAK6+8kqazbHdCRnhnjsio6wLvrG3t2rXMmzePbNmykTVrVrJly5ZYunbtSpkyZe54joz6zvxpXW3atCEsLMzlVHP+tLa04GhdIoKqOjSJ6pYWDXsrXVRLgjxDuKrWdVovUgKYC9wLxAOfq+onIpIfWAiUBiKBzqp6VkQE+AR4ArgM9FLVndZYPYE3rKHHqOqXlrwOMAfIDqwCBquqOpvDbYu3I1XPmaqeSFiIqsYCe7EZU2tVE6+SbcdmrLnU16oOxPYPG09Se3kW8JT1j2BwA23atCEiIoJq1aoxb948atSokejZmjx5MgsXLmTt2rWEhoayb98+Tp06xY0bN+5oztKlSzNp0iT27dtH8eLFadCgAe3bt2fr1q0mAbvBJ9i9ezdHjhyhdu3alCtXjgIFChAYGMi6deuYO3eut9UzuImZM2dy8uRJFi5c6G1V/A/f9JzFAS+rahUgGOgvIlWBEcB6Va0ArLc+AzwOVLBKX2AagGVjvA08ANwPvC0iCbGiplltE/q1sOTO5nA7qXrOkjQWKQ1sAqqr6gU7+ffAQlX92tW+IlIKm+fsPPC0qsZanrOLQA4gUFXfTs1z5umzTZcuXSJnTkeHsv2X+Ph4Dh8+zK5du4iIiOD8+fNcuHCBCxcuEBsbm/icJUsW8uTJQ548eShSpAjVqlWjevXqVK1alcKFCyNpOL155coVli5dyldffUVcXBzNmjXjscce47777nP7Lc+M+M4g464LvLO2tWvXsmzZMqZOnZpEvnLlSjZs2MDEiRPveI6M+s78bV0DBw5k9+7d/Pzzz6m29be1uYqjdeXJk8e556yMaNjb6aJaEqR3yp6zZO1FlgOTrdJYVU9Yu3Y/qWolEfnMep5vtf8baJxQVLWfJf8M+MkqG1W1siXvmtAuoe+tc7hj3bficigN61zYYuClWwyzkdgs2Xlp6auqUYCzK2eTgF0iMiE1vdLD/ZwRXdw1a9akXLly9OrVy2G9qnLp0iXOnj3L2bNnOXToEOHh4UyfPp3w8HBEhLp161KnTp3Er0WLFnVqsOXOnZt+/frRt29fIiIiWLx4MS+++CJnz56lXbt2dOjQgQYNGqQaV81VMuI7g4y7Lkj/tW3bto2yZcsmm7dKlSq89957btMno74zf1rXxIkTueeee1i1ahVPPfVUqu39aW1pIc3r8vEzYJbTpxawAyisqifAtmtnd3a9GHDUrlu0JUtJHu1ATgpzuB2XfhOKSGZsxtU8VV1iJ+8JtAKaOjv85axvSqjqORH5BjBhnr2EiJArVy5y5cpFiRIlCAoKSgw0q6ocPXqU8PBwwsPDmTp1KuHh4QQGBlK3bl3q1atH69atqVWrVjJjTUQICgoiKCiId955h7///pslS5YwbNgwjhw5wpNPPkmHDh1o2rQpWbJk8cbSDXcBqsp3333HihUrktVVqlSJAwcOEBcX57Y/FgzeJeHW5qRJk1wyzgxepaCI2Ke6+VxVP7+10a1OnxR2chxV6G3I0xVXbmsKMBPYq6oT7eQtgOHAk6rqMFaDs74uMhHohwmU63OICCVLlqRdu3aMGTOGkJAQYmJi2LFjB3369OHixYt07tyZsmXLMmzYMLZv3058fLzDsSpVqsRrr71GWFgYoaGhVK1alTFjxnDvvffSvXt3li1bxpUrJlWRwb2Eh4eTJUsWatSokawue/bsFC1alIMHD3pBM4On6NKlC7t27fK2Gv6Fd86cnVbVunbFkWHmyOnzj7XVmHAZMcaSRwMl7LoXB46nIi/uQJ7SHG7HlcM+DwHdgSYisssqT2Db380NrLNk0y2Fi4rIqlT6poqqngaWAlnTuCaDFxARSpUqRfv27Rk/fjz79+9n2bJlZM+enT59+lCqVCkGDx7Mpk2buHnzpsMxSpcuzdChQ/nll1/4448/Ev/Svffee+ncuTO//vprOq/KkFFZvHgxHTt2dLoNX7lyZfbu3ZvOWhk8yTPPPMPly5fNe/VzUnD6rAAS8nX1BJbbyXuIjWDgvLU1uQZ4TETyWRcBHgPWWHWxIhJszdXjlrEczeF20nQhwNcwoTTujPRc2549e1i8eDGLFy/m5MmTiefMGjdunOrW0enTp1mwYAHvv/8+wcHBjBkzhipVqjhtn1HfWUZdF6Tv2uLi4ihfvjxLly6lVq1aDutLly7NqlWrCAoKuqO5Muo789d1FSlShPbt2zNlyhSnbfx1bamR5lAaZUTDRqeLakmQHqmG0ngY2AxEYIv2APA6tnNni4CSwBGgk6qesQysydhuXF4GeqtqmDVWH6svwP9UdbYlr8v/h9JYDQy0QmkUcDSHu9Zuj8kQYEgXqlatyptvvsmuXbvYsmULpUuX5vXXX6dIkSKphi0oWLAgAwYMYP/+/QQHB9OoUSN69epFZGRk+ihvyFAsWbKE4sWLOzTMAEJCQhLPWRoyFo0aNSIkJMTbavgH3tjSdOECgqpuUVVR1SBVrWmVVar6r6o2VdUK1tczVntV1f6qWk5VayQYZlbdLFUtb5XZdvIwVa1u9RmQ4AVyNocnMMaZId0pX748w4cPJzQ0lPXr1zNmzBgGDRqUamy1HDlyMGzYMPbv30+JEiWoU6cOgwYN4p9//kknzQ3+jqoyYcIEXn75ZadtPv/8c5577rl01MqQXvTt25fIyEinZ2ANBl/BGGcGrxIUFERoaCiHDh2iadOmLhla//nPf3j33XfZu3cvAQEBVK1alZEjR3Lu3Ll00Njgz2zdupV///2XJ5980mF9dHQ0W7ZsMTf6MihNmjQhPj6emBiPnePOWPig5+xuwRhnBq+TN29eVqxYwSOPPELdunXZsWOHS/0KFSrExx9/zM6dOzl58iQVKlTgo48+8rC2Bn9l48aNvPDCCwwZMoTAwECHbWbNmkWXLl0yZBBSg43AwED27dvnbTX8A2OceQ1jnBl8goCAAN555x2mTJlC69atmTFjhst9S5UqxcyZM9m8eTNjx441Z9EMyYiLi+O///0vQ4YM4fnnn3fY5ubNm8yYMYO+ffums3aG9CRr1qwmTIrB5zHGmcGnePLJJ9m8eTMTJkygX79+XLt2zeW+lStXplOnTqxZs8aDGhr8kZCQEIoXL07v3r0des1UlU8//ZR7772XmjVrekFDQ3qRI0cOoqKivK2Gf2A8Z17DGGcGn6NSpUrs2LGDmJgYGjduzPHjx1PvZNG5c2dWr17tQe0M/kZ8fDxvvvkmI0Y4zlEcGRlJ8+bNmTt3LrNmzUpn7QzpTZ48eTh27Ji31TAYUsQYZwafJE+ePCxevJgWLVrw+OOPu9zvoYce4uzZs/z9998e1M7gTyxYsICsWbPSrl27JPKbN2/yySefULduXZo2bcqOHTuoXr26l7Q0pBf58uXjxIkT3lbDPzCeM69hjDODzxIQEMCbb77J6dOn+euvv1zqExgYyGOPPca3337rYe0M/sC1a9cYOXIkH3zwQZJsAAcPHuThhx9myZIlbN26leHDh5M5c2YvampILwoWLMipU6e8rYbv4w3DzBhniRjjzODTBAQE0KZNG5YuXepynwcffJCtW7d6UCuDvzB9+nSqVatGo0aNksgHDx7MY489xsaNG6lYsaKXtDOkN6dPn2bLli2UKlXK26oYDClijDODz9OuXTuWLVvmcvtKlSrx+++/e1Ajgz8QGxvLe++9x/vvv59EfvDgQXbs2MGIESMICDA/Au8W4uLiqFmzJoUKFWLBggXeVsc/MJ4zr2F+Mhl8nsaNG7N//36XD/EWLVqUixcvcvr0aQ9rZvBlNm/eTLVq1ahRo0YS+bRp0+jduzfZs2f3kmYGb/DQQw8RGxvLrl27jFHuKsY48xrmO9Tg82TOnJmWLVu67D0TEYKCgoiIiPCwZgZfJjQ0lODg4CSyy5cvM2fOHF544QUvaWXwFMePH+fq1asO67p168Zvv/1GWFgYefLkSWfNDIa0Y4wzg1/Qrl27NJ07CwoKYvfu3R7UyODrhIaGcv/99yeRffPNN9SvX58yZcp4SSuDp+jbty/Fixdn2LBhSYLMvv/++8yfP58ffviBChUqeFFDP8R4zrxGJm8rYDC4QvPmzenVqxdnzpwhf/78qbYPCgpyOQ2UIeOhqoSGhibJNKGqTJkyhQ8++MBret24cYNz585x7tw5SpcubW6IupHHH3+c8+fPAxAcHEzt2rWpXLkyn376KZMmTeLRRx/1soaGuwkRKQ50ARoARYErwB/AD8BqVY1Pqb/xnBn8gpw5c9KkSRNWrlzpUvv77rvPeM7uYg4dOkT27NkpWrRoomzr1q1cunSJZs2apYsOMTExfPTRR9SoUYPixYuTK1cusmfPTrFixahYsSKrVq1KFz3uFjp06EBERASjR4/m6NGjdO/enUmTJtG2bVsGDBjgbfX8Ex/1nInILBGJEZE/7GQLRWSXVSJFZJclLy0iV+zqptv1qSMiESJyQEQmiRVvR0Tyi8g6Edlvfc1nycVqd0BEdotIbSf6zQZmAdeBD4CuwIvAj0ALYIuINExpjcY4M/gNabm1Wb16dfbs2UNcXJyHtTL4IqtWrUq2pTl58mT69+/v8cPgkZGRDBgwgMqVKxMbG8vs2bPZtm0bJ06cYPny5eRLqD9vAAAgAElEQVTNm5dZs2bRpk0bj+pxt3HvvfdSu3ZtVq9eTbZs2ejWrRu9evVKUxBrgx3eMMxc39acg83ISURVn1LVmqpaE1gMLLGrPphQp6r2yXWnAX2BClZJGHMEsF5VKwDrrc8Aj9u17Wv1d8QEVX1MVSep6lZVPaCqf6jqElUdCDQGUkx9Y4wzg9/QunVr1q9fz+XLl1NtmytXLooWLcr+/fvTQTODL7Fhwwbeffdd3n777UTZiRMnCAkJoWfPnh6b99ChQ/To0YM6deqQK1cu9uzZw1tvvUXdunUpXrw406dPp2/fvixbtozevXt7TI+7mdatWydJ31atWjX27NnjRY0MnkBVNwFnHNVZ3q/OwPyUxhCRIkAeVd2mqgrMBdpa1W2AL63nL2+Rz1Ub24G81ji36mfv0btHRO65pf66qh5IST9jnBn8hvz581O3bl3Wrl3rUnuztXn3sWvXLrp06cKiRYsICgpKlH/xxRd06dKFvHnzemTe9evX8+CDD1KhQgUOHjzI2LFjuffeewG4evUqPXr0YMGCBWzfvp369et7RAcD7N+/n0qVKiV+rlq1qjHO7gTf9ZylRAPgH1W1/8u8jIj8JiI/i0gDS1YMiLZrE23JAAqr6gkA62shuz5HnfRJxNr+HCUip4G/gH0ickpE3nJ1EcY4M/gVDzzwgMsH/c2NzbuL8+fP06pVK6ZMmULjxo0T5Tdu3OCzzz6jf//+Hpn3888/57///S8LFy7kzTffTGIAxsTE0KhRI27cuMHmzZspUaKER3Qw2Fi3bl2Sg//GOLtDvGOcFRSRMLvSN41adyWp1+wEUFJVawFDgW9EJA+OTUFNZWxX+7wEPATUU9UCqpoPeAB4SESGpLYAMMaZwc9Ys2aNywe6g4KCTKaAu4gvvviChg0b0qlTpyTypUuXUrFiRbcnNb958yZDhw5lwoQJbN68OYlBCLZQHp07d6ZNmzbMnz+fHDlyuHV+Q1IOHTrEhQsXkgQdLlmyJGfPnuXChQte1MyQRk6ral278rmrHUUkE9AeWJggU9Vrqvqv9RwOHAQqYvN6FbfrXpz/Pwf2T8J2pfU1xpJHAyWc9LGnB9BVVQ/b6XEI6GbVpUqqxpmIlBCRjSKyV0T+FJHBlny8iPxl3VhYKiIO9wsc3aqw5EVFZIOILBeRXJZslIhcFpFCdu0uurIQQ8bnwIEDREdHJ8uT6AyzrXl3MW3aNIYMSf5H6axZs3j++ecd9Lh94uLi6NixI7///jvbt29PFj/r66+/plWrVrz11lu8/vrrSZKuGzzDhx9+SPfu3ZNc+AgICCBfvnycOePweJIhNfxvW7MZ8JeqJm5XWme+Aq3nstgO8x+ytitjRSTYOqfWA1hudVsBJBxQ7XmLvIe1bRkMnE/Y/ryFzKqaLEWNqp4CXIqf44rnLA54WVWrAMFAfxGpCqwDqqtqELAPeM1J/znccqvCYhAwEJiBzZpM4DTwsivKG+4uFi1aRMeOHcmUybXwfKVLl+bs2bOcPXvWw5oZvM3ly5c5fvw4derUSVZ35swZtwedHTlyJBcvXiQkJIR8+fIlym/evMnw4cN5++232bBhA02aNHHrvAbHHD58mIULFzJixIgk8uvXrxMTE0Px4sWd9DT4IyIyH9gGVBKRaBF5xqrqQvKLAA2B3SLyO/Ad8LyqJljrL2CzQQ5g86gl3CYZCzwqIvuBR63PAKuAQ1b7L7CFx3DE9RTUT6kukVR/y1lWYcLBuFgR2QsUU1X7U9nbgY5O+m8SkdIOqgKBeKvY28uzgF4i8oHdP6DBwMKFC5k0aZLL7QMCAqhRowYRERE0bJhiSBmDnxMdHU2xYsXSJWfiokWLWLRoEWFhYUmCyMbHx9OrVy+OHj1KaGgoBQoUIDY21uP6GGD06NH079+fggULJpFHRUVRvHhxl/+gM9yCjzp8VbWrE3kvB7LF2EJrOGofBiQ772BtgzZ1IFfAlcOr94mIo710AbK50D9tGQIsI6sWcOuJ7D7Y7fG6yGTgK+A88LSd/CI2A20w8LaDfoa7kL/++otTp07x8MMPp6lf7dq12bJlizHOMjhZs2bl+nWX/iC9IyIiIujfvz/r1q2jQIECiXJVZciQIURGRrJmzRpzviwduXLlCgsXLuT48eRHfw4dOkTZsmW9oFUGwH23J+86VDXwTsdw2TizzoUtBl5S1Qt28pHYtj7npWViVY3C5m50xCRgl4hMSG0cT/9leunSJY+O7038aW3Lli2jZ8+eLsU4s19Xt27dGDRoEC+88ILf//XsT+8rrdzp2rJkyUL27Nkd/jwoVqwYZ8+eveOfFVevXqVfv35MmjSJcuXKJRlv+vTp/PHHHyxYsICbN28m1mXUd+ZL69q9ezf169cnMDAw2Ts+cuQINWrUSNO796W1uZOMui5fRERyADdU9Yb1uRLwBBCpqi4liXbpt5WIZMZmmM1T1SV28p5AK6Cp5e5zC6p6TkS+wfl+biK5c+d217RencNb+MPaVJW5c+cyY8YMl/VNaBccHEzWrFn58ccfk93i80f84X3dLneytly5cnHw4EGyZcuWLF9l5cqV2bp1K82bN78j/b766isKFixI165Jd1SmTZvGZ599xpYtWxJjm9mTUd+Zr6wrIiKCUqVKOdRn3759FC5cOM26+sra3E2a12U8Z7dLCPAMsF9EymM7HzcPaCUiD6jqiBR749ptTQFmAntVdaKdvAUwHHhSVVN3Z6SdiUA/THL2u54NGzZw6dIlgoODb6v/Sy+9xMcff+xmrQy+hIiQN29ezp07l6yucePG/PTTT3c0/o0bNxg3bhyvv/56EvmiRYv43//+x9q1ax0aZgbPs3PnTmrXdpji0Gxr3in+d1vTV8hnFwS3JzDfStv0ONDSlQFcOT37ENAdaGKXOPQJbGfGcgPr7JOJWiEyEjP6pnCrIkWsa6hLgayutDdkTI4ePUq3bt2YMWPGbR/2btu2LcePHyc0NNTN2hl8iXz58jm8mfvQQw8RHh7OlStXbnvsb775hnLlyiX5A+HIkSO8+OKLrFq1yhgAXuS3336jVq1aDuuMcWbwEvY7iU2wRbdAVa9juwSZKq7c1tyCY3t2lQMZqnoc295qwmeHtyqc9B11y+eh2CL6Gu5Crly5Qvv27Rk6dGiSqN9pJTAwkIEDB/Lxxx/zzTffuFFDgy+RL18+h56zXLlyERQUxLZt224rtEV8fDxjx45l8uTJSeRTp06lR48eSdJEGdKf7NmzOzS8VdUYZ3dKxvFkpTe7ReRD4BhQHlgL4CwerCNMhgCDT6KqvPDCC5QtW5ZXXnnljsd75plnCAkJITo6OvXGBr8kb968TmPa3cnW5uHDh7l06VISw+7y5cvMnDnTYymhDK5Tu3ZtwsPDk8nPnDmTGITWYEhnnsMWs7U08Jjd0a+qwIeuDGCMM4NPMnXqVHbu3MmsWbPcEl09ICCA7NmzExMTk3pjg19SoUIFpxkhGjduzMaNG29r3MjISMqXL5/k+/Cbb77hwQcfpFy5crc1psF91KlTh507dyaTG6+ZGzBnzm4LVb2iqmNVdbCq/m4n36qqX7kyhjHODD7Hpk2bGD16NEuXLiVnzpxuGXPkyJE0b97c6cFhg//z+OOPs2qVw9MW1KtXj99//53buVQeGRlJ6dKlk8imTp3KgAEDbkdNg5tx5jkzxtkd4g3DLIMYZyISYaW2TCi/i8h6EXlDRFwKQmuMM4NPER0dTZcuXZg7d67bvBLbt2/n22+/5cMPXfImG/yUJk2aEB4ezvnz55PV5cuXj4CAgNvKsRgZGUmpUqWSyIoVK8auXbtuW1eD+6hcuTInT57kn3/+SSI3xpnBi7QCWtuVJ4FXgILAp64MYIwzg89w9epVOnTowKBBg+44JlUCN27c4LnnnuOjjz4if/78bhnT4JvkyJGDhx56iHXr1jmsL1OmDIcPH07zuFFRURQrViyJ7OOPP2bcuHEcPXr0tnQ1uI/AwEB69+7Ne++9l0RujDM3YDxnt4WqRjkov6nqS0BdV8YwxpnBJ1BV+vfvT8mSJRk+fLjbxh0/fjwlSpTgqaeectuYBt+lZcuWTrc2S5cufVvGWf369Vm0aFESWbly5ejfvz9Dh5rL5L7AG2+8wbx58zh06FCiLFu2bE4viBhcxBhnnsAlu8sYZwavo6q8+eab7Nixg9mzZ7vlAgDYooNPnDiRadOmuW1Mg2/zxBNPsHr1aod1t+s569OnDwcPHuTnn39OIh8xYgTh4eH88MMPt6WrwX0UKlSIwYMH88YbbyTKWrZsycqVK72oVQbAGGe3hYjUdlCaishsYJMrYxjjzOBVrl69Srdu3Vi/fj0bNmwgV65cbhlXVenXrx9vvPFGsvNChoxLmTJliImJ4caNGw7rIiMj0zxmlixZGDVqFCNHjkxyoSB79uzMmDGD3r178+yzz3Ls2LE7Ud1whwwZMoSffvop8eZm48aNiYiI4PTp017WzHAXMuGW8iHwPBCGi7FbjXFm8BqnT5+mWbNm3Lhxgw0bNlCoUCG3jT1p0iQuXrzIwIED3TamwfcREXLlyuUwyfPtes4Ann76ac6dO0f79u354osviIqKAmyXEPbt20fBggUJCgri9ddfd3ghweB5cuXKxZtvvpl4LCJbtmw0adKEkJAQL2tmcDciMktEYkTkDzvZKBE5dksmo4S610TkgIj8LSLN7eQtLNkBERlhJy8jIjtEZL+ILBSRLJY8q/X5gFVf2pF+qvrILaWJqnZS1SkJydBTwxhnBq+wb98+HnzwQRo2bMiCBQvInj2728bevHkzY8eOZeHChQQGBrptXIN/kDNnTrcbZ4GBgfz000+0bduWn376ifvvv5+KFSsyYMAAfvnlF95//3127drFiRMnqFixIp988gnXr1+/06UY0sizzz5LVFRU4qWQVq1aMX/+/NsKoWLAl7c15wAtHMg/UtWaVlkFICJVgS5ANavPVBEJFJFAYAq2fJdVga5WW4APrLEqAGexJTHH+npWVcsDH1ntkiEi3SSFszQiUk5EHk5pgcY4M6Q7P//8Mw0aNOC1117jvffeu+2cmY74448/GDFiBN999525qXUXcu3aNS5duuTQ2C9dujRRUVHcvHnztsYuWLAgPXv2ZN68eZw4cYJFixZRqlQphg8fTr9+/ShSpAizZ8/mxx9/ZO3atVSpUoVVq1YRH+9SKj2DG8icOTPvvfcew4cPJz4+nq5du3L06FGmTp3qbdX8D28YZi4aZ6q6CXA1Lk4bYIGqXlPVw8AB4H6rHFDVQ1bOywVAG8uoagJ8Z/X/EmhrN9aX1vN3QFMnRlgBYJfl4esvIp1FpIeIjBaRn4FxwD8O+iVijDNDuvLVV1/RuXNnvvnmG/r06ePWsWNiYmjdujUjRozgoYcecuvYBv9gw4YNBAUFOQybkjNnTsqVK+cwmnxaCQgIoGbNmgwbNozt27dz5MgR2rVrx6VLl6hRowY//PADM2bMYPbs2dx///1s2LDhjuc0uEaHDh0IDAzkhx9+IEeOHCxZsoR33nmHrVu3els1/8NHjbMUGGAFfZ0lIgl5u4oB9jFvoi2ZM3kB4Jyqxt0iTzKWVX/eap8EVf0EqA3MB+4BmlqfjwHdVbWDqu5PaSHGODOkC6rK22+/zdtvv83GjRtp2rSpW8e/evUqbdu2pXv37rRu3dqtYxv8h2XLltGmTRun9Y8++qjTOGi3S65cufj+++8pUKAATZo04dSpUwA88sgjLFy4kGHDhvHcc8/xxBNPEBER4da5DckREZ566qnEW7vly5dn1qxZdO7cmZMnT3pZO4MLFBSRMLvS18V+04ByQE3gBLaD+ODY5NPbkKc0VnKh6k1VXaeqo1S1n6q+pKqfqeqRlBaRgDHODB7n0qVLdOvWjTVr1rBt2zaqVq2aeqc0oKr06dOHEiVKMGrUKLeObfAf4uPjWbFiRbobZ2DbTps9eza1atVKEvssICCAp556ir1799KiRQsaNWqUaLwZPMet77lVq1b06dOHp556yuFNXoMTRNK/wGlVrWtXPndFVVX9xzKI4oEvsG1bgs3zVcKuaXHgeAry00BeEcl0izzJWFb9f3B9ezVNGOPM4DFu3LjB1KlTqVChApkzZ2bjxo0ULlzY7fO8++67HDx4kDlz5rj1/JrBvwgNDaVAgQJUqFDBaZuGDRsSFhbm8MLAnSIiBAQEUKNGjWR1WbJkYdCgQbRt25ZZs2a5fW5DUmrUqMGFCxeShE55++23yZEjh1uDXGd4/GhbU0SK2H1sByTc5FwBdLFuWpYBKgChwK9ABetmZhZslwZWqO32yEago9W/J7Dcbqye1nNHYIN66LaJ+U1mcDvx8fEsWLCAKlWqsHz5clauXMmcOXPceiMzgQULFjBz5kyWL1/ukfEN/sPs2bNT9JqBbQuybNmy7Nu3z+3zqyorVqzgySefdNrmhRde4LPPPrvtSwkG1wgICKBhw4Zs27YtURYYGMi8efNYtmwZCxYs8KJ2foR3PGcuqCXzgW1AJRGJFpFngHEJCceBR4AhAKr6J7AI2AOEAP0tD1scMABYA+wFFlltAYYDQ0XkALYzZTMt+UyggCUfCiSG33A3mVJvYjC4zrp16xgxYgQBAQF8/vnnNGnSxGNzbd++nUGDBvHjjz9y7733emweg++zdOlS1qxZ49Jh//z583skrU94eDg5c+akcuXKTtvUq1ePAgUKsGbNGp544gmn7Qx3Trly5ZKFTsmfPz+LFy/mscceo3r16lSvXt1L2vkB7jmg7xFUtasD8UwHsoT2/wP+50C+CkiW701VD/H/26L28qtAJ1f1FJHCwHtAUVV93ArV8aCqOtU1AeM5Mzjl+vXrXL16NbFcu3YtSbl+/Xpi+fXXX2nWrBn9+/dnxIgRhIaGetQwi4qKon379syePZugoCCPzWPwfQ4dOkS/fv1YuHChS8nt8+bNy7lz59yux/Lly1P13IHNe2ZCO3ieMk7i2tWqVYsJEybQvn17EzA4NXzUc+ZHzMHmmStqfd4HvORKR2OcGZJx8eJFhgwZQu7cucmbN29iyZMnT2LJnTs3uXLlSizt27enU6dO/Pnnn3Tq1MmjuSwvXLhAq1atePXVV2nZsqXH5jH4PteuXaNz586MHDmSBx54wKU++fLl84jnLLXLCAl06dKF7du333ZAXINrODPOAHr06EH9+vX58MMP01krP8OPzpz5KAVVdREQD4nhN1w602CMM0My+vbtS1RUFMePH3fqObP3ml2/fp2jR4/Sr18/MmfO7FHd4uLi6Nq1Kw8//DCDBw/26FwG3+fll1+mVKlSDBo0yOU+p06dImvWrG7V4/Dhw5w8eZLg4OBU2+bIkYNWrVrx/fffu1UHQ1JSMs4ABgwYwIIFC0z2gJQwnrM75ZKIFMAKtyEiwdhio6WKOXNmSEb+/PkpV64cBQoki63ndV555RVu3LjBpEmTPOqdM/g+CxcuZPXq1YSHh7v8vRAdHc0vv/zC/Pnz3arLd999R8uWLV1OF7Znzx569+7tVh0MSSlZsiTR0dHcvHnT4XupU6cOqkp4eDh169b1goa+ToY0ltKbodhueJYTkV+wBaTtmHIXG27znIlICRHZKCJ7ReRPERlsyceLyF9W1N6lIpLXrs94K8hcI+tzaRFRERlo12ayiPRyl56G1KlZsya7du3ythrJmDZtGmvWrGHRokUe99AZfJt9+/YxYMAAvv32W/LmzZt6B4uZM2fSpUsXcuXK5TZd/v33X8aPH++yJ/fs2bP89ddfLnnZDLdP1qxZueeeezh27JjDehGha9eu5uamwWOo6k6gEVAf6AdUU9XdrvR157ZmHPCyqlYBgoH+1s2EdUB1VQ3CdhjuNQARSbjS1BDobzdODDA4IQu8If2pVasWYWFh3lYjCWvXruWdd95h5cqVafplbMh4qCpPP/00o0ePpnbt2i73i4uLY8aMGfTr18+t+rz11lt06tSJ++67z6X2GzdupH79+m7fWjUkJ7WtzS5durBw4UKT/9QRAgRI+pcMhIj0AJ4G6mBL39TVkqWK24wzVT1hWYmoaiy2uCHFVHWtXY6q7dii7QIEYjskd2u6hFPAev4/0JshnalZsyZnzpzxSCyo2+HAgQN069aNb7/9lnLlynlbHYOXiYqK4tixYzz//PNp6rd69WqKFSvmshHlCrt37+bbb79l9OjRLvdZv349zZo1c5sOBuekZpxVq1aNfPnysWXLlnTUynAXUc+uNABGAc4DIdrhkQsBIlIaqAXsuKWqD7AaEgPD5QC2YMuJZc9Y4GURce0Ah8GtBAYG0qlTJxYuXOhtVYiPj+eZZ55hxIgRNGjQwNvqGHyATZs20bBhwzSdOYyPj2fChAlpNuhSQlUZNGgQo0aNcvl85rVr11i9erUxztKJ1IwzgE6dOrFs2bJ00sjPMJ6zO0JVB9qV57DZRS7tCrr9QoCI5AIWAy+p6gU7+UhsW5/zEmSqOjD5CKCqh0UkFJs7MEViY2PvWOeU8ESaF18hpbV17NiRN998k5decikki8eYP38+efLkoU+fPi6/64z6zjLquiBta9u5cydNmjRJ0//9OXPmkDt3btq0aeO2nxkhISEEBgbStWtXp2ParysuLo6XX36Zxo0bU7ZsWY//7PIk/vK9WLZsWUJDQ1P8ty5SpAhnz55NbOMva0srt7eujGUs+QCXsaWPShW3GmcikhmbYTZPVZfYyXsCrYCmachD9R7wHbAppUa5c+e+TW1dJz3m8BbO1vbwww8TERHB5cuXPZIP0xUiIyN5/fXX2bJlS5rPmWXUd5ZR1wWur23VqlU888wzLrf/7bffGD16NKGhoeTLl+9OVEzk8uXLvPLKK8ydOzfVMXPnzo2q8uyzzxIdHc3333+fIc6b+cP3YqlSpZg5c2aKul69epXr168naeMPa1PiuM4xhExkpijigiGV5nUZ2+yOEJHvscJoYNuprIotlVSquM04E9sew0xgr6pOtJO3wJanqpGqXnZ1PFX9S0T2YDPqQt2lp8E1AgICqF69On/++afXjLNhw4YxZMiQFNPhGO4u/v33X/755x+qVavmUvtLly7x9NNP88knn1CmTBm36TFu3DiCg4Np1KhRqm1VlWHDhrFnzx7WrVuXIQwzf8GVbc0bN26QKZN/RZW6wl7O8h223/tKANkpQA8y48Y0dgkXAgx3gn2U4zggSlWjXenozu/Ih4DuQISIJMRheB2YBGQF1llnRLarqqsHP/4H/OZGHQ1poHr16vzxxx8eTcPkjMOHD7Nx40Zmz56d7nMbfJe4uDiyZs1KQIBrx2WHDh1KvXr1ePrpVE9IuExUVBSffvopv/2W+o+ma9eu8dprr/Hzzz/z888/uzWER3pz/fp1nnvuOWJiYpKkwBo8eDAtWrTwsnaOKVasGDExMVy7ds2pURwXF+dXoXniOMNZFqLcSJTd5Dqnmcm9DEdM+FKfQVV/vt2+bnuLqroFx07QZElFUxgjEqhu9/l3TBYDr5GQDcAbTJ48md69e/v1LzOD+8mRIweXL7vmgF+6dCk//vijS0ZUWnjllVcYPHgwJUuWTLHd3r17GTBgAAUKFGDTpk1u21L1FjNnzuTIkSO8+uqrqCoiQkREBGPGjPFZ4yxTpkwUK1aMI0eOUKGC46M+cXFxfuU5u0QY6iADkHKTq+wnO1XcNFPGO6CfXohILP+/nZmkClBVzZPaGP7zHWlIV06fPs2SJUv4+++/033u2NhY5syZw86dO9N9boNvkz17di5fvpxoHDjj1KlTPP/88yxfvpw8eVL9OegyGzdu5Ndff2Xu3LlO26gqM2fO5LXXXmPcuHH06tXL77NZXLlyhf/9738sW7aMunXrEhsbS+7cuWnatCkffPABR48epUSJEt5W0yEJW5vOjLMbN274lecsnotYqRpvQYnH5ZNDBg+iqnd8aNF4pQwOmT59Om3atKFQoULpPvdXX31FkyZNKFWqVLrPbfBtMmXKRObMmbl+/XqK7SZPnkzbtm3dGoU/Pj6ewYMHM2HCBLJnz+60Td++ffn000/ZtGkTHTt29HvDDGDq1Kncf//9ydIcZcmShbZt2/Ltt996SbPUSe3c2dWrV/3KOMtGRcRBNAYlnqy471wl4LO5NUVklojEiMgfdjKH2YiszENXRGSXVabb9akjIhEickBEJlln5xGR/CKyTkT2W1/zWXKx2h2w5nEpCraIFBKRkgnFlT7GODMkIywsjE8++YSRI0d6Zf6ffvqJtm3bemVug++T4D1zxpUrV5g+fTpDhw5167x79uzh0qVLtG/f3mF9gmG2b98+tm7dSpUq7tpe8i6xsbGMGzfOaaDdp556yidiIjqjTJkyREZGOq0PDw8nKCgo/RS6Q7JRhUwURvh/g1LITE7qkon87ptI8FnjDJgD3LqX7jAbkcVBVa1pFfsz79OAvtjCW1SwG3MEsF5VK2ALij/Ckj9u17YvyWO0Jv0nFHlSRPYDh4GfgUisWK+pYYwzQxLOnDlDp06dmDZtmtNtAE/z+++/uzWKu8GHUYVz38CRTrCvJBxpA1d/T7FLaufOFi9eTL169ahUqZJbVd20aRONGjVy6AmLj4+nX79+/P333/zwww/kzJnTrXN7kylTptCsWTOqV6/usL5JkyYcPnw41VuR3iIlz9n169fZunUrDRs2TGetbh8hkHt4ljy0IAulyEp58tGJ/9DKE5Olf3EBVd0EnLlF5iwbkeOliRQB8qjqNivE11wgwSvQBvjSev7yFvlctbEdyGuN44x3saWz3KeqZYCmwC+urNEYZ4ZE4uPj6dGjB23btqVjx45e0eHSpUscPXrU7b9YDT7Kvx/DP8Mg7gjEx8LlTRD1BFz9w2mXHDlycOXKFaf1+/bto169em5XNSEzgdpGGrAAACAASURBVCOGDBnC3r17WbVqVYa7xHLu3DnKly/vtD5Tpkw0btyYbdu2paNWrlO8eHGOHj3qsC40NJSKFSv63WUNIRO5COYe+lKQ3mSnmktxztI+kc96zlIjMRuRRRkR+U1EfhaRhFQzxQD7sBbRlgygsKqeAFtqSqCQXZ+jTvo44oaq/gsEiEiAqm4EarqyAGOcGRIZO3YsZ8+eZdy4cV7TISIigipVqvjVGRDDbRJ/Ff79EG4Nf6hX4PQHTrultq15/PhxihRJ6Y/ZtKOqTo2zkydP8uWXX7Jy5Uq/CF6aVho3bszPP/+cYpvKlSvz119/pZNGaePYsWMULVrUYd3GjRt55JFH0lkjP8I7nrOCIhJmV/qmSeXk2YhOACVVtRYwFPhGRPIkzpaU1ILkp7XPOStr0iZgnoh8YumWKua2pgGwJWP+9NNPCQsL86phtGvXLrOlebcQdwynP+uu7nIgt5HatuaJEyfcbpwtXbqUIkWKOAxkO3/+fNq2bZvmLBb+wsMPP0xYWBhXrlxxehGiSpUqLFmyxGGdt9mzZw9Vq1Z1WLdx40ZefvnldNbIj/DOZZbTqlo39WbJcZSNSFWvAdes53AROQhUxOb1st/6LA4ct57/EZEiqnrC2raMseTRQAknfRzRBrgKDAH+C/wHcHx48xaM58xAbGws3bt35+uvv6ZYsZQ8tJ4nMDCQuDiX/rAw+DuBhXD6R2SW5EZQAqlta7rbOIuPj+ftt9/mnXfecXjebO7cufTo0cNt8/kauXLlokaNGmzfvt1pG1/2nDkzzq5evUpoaCgNGjRw0MvgFa/ZHdiCdtmInrTPRiQi94hIoPVcFtth/kPWdmWsiARbtzR7AMutbiuAntZzz1vkPaxbm8HA+YTtz1t0mSwi9VX1kqreVNU4Vf1SVSdZ25ypYowzA9OnT6dRo0Y0bdrU26rQoEEDNm/e7G01DCmgqpw8efLOBwrMDf95GuQWb4xkhwKvOu2WmuesQIEC7N279871s/j222/JkSMHLVu2TFa3e/du/v33Xxo3buy2+XyRxo0bs3HjRqf1FStW5MCBAz75h5Uz42z79u1Uq1bNrXHwMhZeOG/meiiN+cA2oJKIRIvIM8BkIDe2bET2ITMaArtF5Hds+bqfV9WEywQvADOAA8BB/v+c2ljgUeum5aPWZ7AF1T9ktf8CeNGJivuBCSISKSIfiIhL58zsMduadzlXr17lo48+YvVql273epxKlSolXgrw1aCWdztRUVFUqFCBsWPHMnToUIfeJJcp/IHNGPtnNZAZMhWEQmMh58NOu6R25mz48OEMHDiQ//73vy6neXLGzZs3GTVqFB9//LHDdW7evJkWLVrc8Ty+ziOPPMKYMWOc1ufMmZPChQsTGRmZ4uWB9Ob69etERkZSsWLFZHXmvJn/oqpdHYhnOmm7GFjspC4Mu6xE/9feeYZFcXUB+L2ABYNiwWgUsfeGJZZYEIkNu1EksZtEkxg1GvVTY4/GEjWW2IhdY8GIsWPFgl0RFQvW2HsDWwS5348dzAK7yzZ2Eed9nnnYvXPrzu5w5px7ztEqf4jGszJxuQR6GDG/qcBUIUR+wB9YIITICCwHVkgpzyfXR9q+o6gky6JFi6hQoUKK7PM6duwYJUqUoHLlynTr1o1Zs2Ylm0pHCEHNmjVV7VkqxsPDAxcXF2bOnEmLFi14/Pix+Z2JdJBrDBTYAUUvQOHTkKWZwSYZMmTg1atXes/7+Pjg6urKokWLULadGCQqKkqvsLdw4UJy5MhB/fr1dZ5/9uxZmt1rps0nn3xCWFgYT58+1Vunbt26zJgxw4azSp4LFy6QP39+nXk1Q0JC7JI3+J3CQdj+SENIKa9KKccrzghfAC0Bo9T6qnD2HhMbG8v48eMZNGhQ8pVNJCgoiIYNGzJy5EimT59O+fLlOXr0KA0bNiQ4ONhgW9W0mbpxcHCgRo0ajB49moIFC1KxYkUOHz5sWafCCRxdjTJrPHz4kBw5cujvSggmTZrEqFGjqFChAtOnT+fRowQhkYiJiWHjxo20bduWfPnyUbJkyQQeiVJKpk6dypAhQ5g+fbpe7eDz58/TVEwzfbi4uNCuXTsGDNBvbv71118JDAw0aP60NfpMmi9evCAsLIwaNWrYYVbvEu/QprNUiBAinRCiqRDiTzQm0/PAZ8a0VYWz95jg4GDy5s1LzZr6TUimIqVk3Lhx9O7dm+DgYNq2bUv16tXp0aMH8+bNIyAggH79+hncm1K7dm327NljtTmpWJ+aNWty+PBhpkyZwsSJE2nSpAnTpk0zSlNlKTdv3kzWcaVGjRpcunSJSZMmsX///rfaPmdnZ9KnT0/GjBkZM2YM3t7eXLlyhVmzZvH5558zePBgnj9/Trdu3Zg3bx4HDhygQoUKesd58eIFmTJlsvYSUyUTJkxg8+bN7NixQ+f5HDly8Mcff9ClSxcuX75s49np5vTp0zqFs3379uHp6fleCNZmI9BICLY+0gBCiHpCiPlovDu7odmrVlhK2VZK+bcxfaSRj0LFVKSUzJ071+pasxkzZrB8+XIOHjxIpUqVkpxv1qwZbm5uLFiwQG8f5cuX58aNGzx8aJRTi4odqFmzJqGhoQB89tlnHDhwgIULFxrcl2QtjBHOQKPh8/HxYfny5Tx48IDbt2/z8OFDoqOj+ffff9m/fz/ffPMN2bNnx9fXl/DwcE6ePMlHH33EvXv32LdvHwUKFDA4xvuiOQNwdXVlzpw5fPXVV3rNwL6+vnz11VdUr16dkiVL0qdPH7Zu3WrQDJ0SREdHM3ToUKZPn069evWSnFf3mxmLqjkzk8FoHBZKSimbSin/lFI+N6UDVTh7T9m4cSNCCBo1amS1Pu/fv8/IkSNZvny53n+eQggmTpzI8OHDiY6O1lnHycmJatWqvf3nr5L6KFu2LOHh4cTExABQuHBhevbsmeIak5cvX/L8+XODZk1dZMyYkcyZM5MpUyYyZMiAk1NSX6gPP/yQ9evXs3HjRtasWWNUQNn3STgDaNSoEV5eXkyePFlvnSFDhnD79m2WLl1Kjhw5GDVqFLlz52bq1KnExcWl6PxiY2OZM2cOxYoV4+rVqxw/fhwvL68k9Q4ePGhVi0GaRZXNzEJK6S2l/EPLK9RkVOHsPURKydixY+nWrZtlnnaJGDJkCO3atdMb8DGeypUr4+PjYzATgbrvLHUzceJEmjZtmiBgcWxsrE6hx5rER3u35vdWGyEEtWrVMtr78n0TzgB+++03tm/fbnDrgYODA5UqVWLIkCGEhoZy5MgRVq1ahZeXFxcuXDBpvNjYWCZMmEDbtm0pW7Ysbm5ufPfddwniqkkp2bRpE+XLl2fFihVs2LCBxYsX4+HhobPPy5cv2y138DtFKg2l8T6gCmfvIXv37uXevXt6PdDM4fjx46xdu5YRI0YYVX/MmDHMnDmTGzdu6Dyv7jtLvZw8eZI5c+bw+++/Jyh/8+ZNigtn27ZtMytvZlxcHOvXr6dhw4b4+/sTFhZmlfm8T3vO4smWLRvDhg2ja9euXLt2zag2RYsWZffu3bRu3Zrq1aszZcoU3rx5Y1TbuXPnsmrVKpo3b86SJUs4cuQIbm5ueHl50ahRI/7880/q169P3759GTduHDt37tS5pSKe2NhYbt++jbu7wbzYKqBqzuyIKpy9h4wdO5YBAwbg6Oholf6klPTs2ZOff/7Z6LACHh4edO/enSFDhug8X6VKFc6cOcOzZ8+sMkcV6/DmzRu++uorfvnllyT5ClNacyalZM6cOXTrZnyqvejoaKZNm0bx4sUZNWoU7dq1o0qVKjRr1owGDRoQEhJikRPD+6g5A03YjG7dulGxYkWjBS1HR0d69+7NgQMHWL16NV5eXpw/bzjcU1RUFCNHjmTOnDl88cUXeHp6UrBgQUaNGsXVq1fx8/NjwYIFtGzZklOnTtG0adNktao3btwgV65cpE+f3qQ1v3/YQWumas7eogpn7xlhYWGcPHnSqulmNm7cSHR0NF27djWp3cCBA9mwYYPOfUoZM2bE09PTYMoYFdsipaRHjx5kz56dL7/8Msn52NhYqwn8ujh69CjR0dFGx6a6e/cu5cqVY+/evSxcuJDDhw/ToUMH+vbty6VLl2jbti1ff/01U6ZMMXtO76twBjBgwAD279/P2rVrqVatWrIxDOOJ16L5+fnxySefMHnyZL3C3ezZs/n000+pWLFiknMZM2akS5cubN++ne+++87onMBXrlxJ1tFDBUWTpQpn9kIVzt4z4qO66wrKaC5TpkwxSxOXKVMmXr9+jaurq87zqmkzdTFs2DCOHj1KYGCgTu1ETExMimrO5syZw9dff23UfrCXL1/SokULOnbsyKpVq6hRo0aCOWfIkIGuXbuyfv16xo4dy5MnT8ya0/ssnIEmbdPOnTv57rvvaNiwId7e3vzyyy8cPnzYoDbNwcGBXr16cejQIdauXUvt2rWJjIxMUu/Vq1fkz5/fqLlcv34db29vKlSoQOHChcmdOzc9evRI4nj0zz//6Exgr6ID1axpN1Th7D3i/PnzhISE0L17d6v1eerUKc6cOUObNm1Mbnv8+HE8PDz0et6pTgGph6lTpxIYGMjmzZv15iLcuHGjwZhglhAVFcXq1avp3LlzsnWllHTt2pX8+fMnuweyZMmSNG7cmIkTJ5o1r+fPn793e84SI4SgS5cuXLp0iX79+nHv3j26du3Khx9+SM+ePbl//77etoULFyYkJITPP/+cGjVqMGHChARJ7XPlysXdu3eNmkd4eDivX79m3rx5BAcHc+DAAaKiomjcuHECQTHeqUTFCFTNmd1QhbP3iAkTJtCjRw9cXFys1ufUqVP57rvvzNq/ERoaSq1atfSe/+STTzhy5AivX7+2ZIq2Q0p4fQxertT8tUFAVluwevVqJk2axLZt28iZM6fOOqGhoVy/fp22bdumyByWLVuGj48PuXPnTrbuqFGjuHz5MgsWLDDKq3PEiBHMmjXLaCFAmxcvXrzXmjNtXFxcaNy4MVOmTCEiIoITJ04ghKBUqVL8+uuvemOdOTg48P3333P48GH2799P4cKFmTRpEs+fPyd37tzcuXPHqPFv3rxJqVKlqFixIkWLFqVgwYIsWrSIdOnS8euvv76t5+bmpsZQNBZVc2Y3khXOhBD5hBAhQoizQojTQojeSnkb5X2cEKKygfa9hRARSt0ftMrzCCF2CiHWCiFclLIRQogXQogPteqpO8KtwI0bNwgKCqJnz55W6/P+/fusXr3abE3c3r17DQpnrq6uFC1alKNHj5o7RdsRFw2PmsITf4gaovn7qCnEvftf3/HjxxMQEKA3LAFovG8HDhyYImZNUxwBli9fzvz581m7di3Ozs5G9Z8/f378/PyYNWuWyXN7382ahnB3d2fatGmEhoYSGhpKyZIlWblypV4HjEKFCvH333+zefNmDh48SKFChfjrr7+MFpofP36c5Fo4ODgwe/bst8IeQIECBfjnn38sWtt7g6o5sxvGaM5igR+llCWBakAPIUQpIAJoBejdFCSEKAN8DVQBygNNhBDxwWV6AT2BuUB7rWYPgB9NXIdKMkyePJnOnTubHLzTEIsXL6ZFixZ6tSmGkFImqzmTUvLs2TOr7o9LMaJHQexpkC+AF5q/sacheqS9Z2YRly5d4urVq3z66ad66xw7doyIiAirOpkk7v/JkycG5wCawKK9evVi/fr1RmnYtJFSkj17dpPavHnzhpiYGDJmzGhSu/eN4sWLs3btWubPn8+4cePw9fU1aOosX748q1ateutJa6xWvkGDBqxbty5JoNuiRYtSs2ZNli1bBmiEsytXrpi/oPcFe2jNVNnsLckKZ1LK21LKMOV1NJqM6nmllGellEl3cCakJHBQSvlCShkL7EaTlR3AEYhTDu1LMh9oK4Qw7U6popcHDx6wcOFC+vbta9V+g4ODadGihVltIyMjyZQpE/ny5dNb5+DBgzg6Our01Ep1vAoCEptfXyvl7y4rV66kdevWBjViY8aMoX///ikmRAcEBCTrCHD16lVatWrFggULKFeunMljHD58mCpVqpjUJn6/WUoFxE1reHt7c/jwYTw9PalQoUKCRPO6KFWqFEuXLjU6U0iFChXIlCkT+/btS3KuTZs2bNy4EdBoSq9du5bi2QrSBqlTOhNCzBdC3BNCRGiVZRdCbBNCXFD+ZlPKhRBimhDiohDipBCiolabTkr9C0KITlrllYQQp5Q204TyI9c3Rkpgkg1CCFEAqAAcMrJJBDBGCJEDeAn4AvE2qt+BJcBT4AutNs/QCGi9geHJDaAvBZC1iFeFv8v88ccfdOzYEVdX1wSflyVre/nyJdeuXaNKlSpmXYP9+/fj6+trsO369evp2rWrybHO7HLNXmZH85yRGAew0nfUHuvavn07w4YN03udLl68yOXLl5k9e7ZFv0V9a3v+/DmhoaEMGjRIb/+xsbF0796dQYMG4eXlZfI8Xr16RVRUFEWKFDGp7fXr1ylWrJjBNmnh/qELS9Y1ePBgatWqxQ8//MDnn39Ot27drBaC5auvviIoKAhPT88E5TVq1ODnn3/m0aNHpEuXjlKlSnH+/HmdaebUaxaPAIdU++CxEI0MsVirbCCwQ0o5TggxUHn/P6ARUFQ5qgKzgKqKAmg4UBmQwDEhxDop5WOlTjfgIJqk5Q2BzQbGsDpGC2fKvrDVwA9Syihj2kgpzwohxgPb0AhdJ9CYSZFSXgVq62k6DQgXQkxKbgxj8t9Zii3GSCmio6OZPHky+/fv17kOc9e2b98+cuXKxUcffWRW+127dlGzZk2D42/atIk5c+aYNUebX7PYYvB6DwkFNAdIXxusOBdbrisiIoILFy5Qu3ZtvVqrSZMm4e/vz4cffqjzvCnoWtuyZcsoWbKkwdAHkyZNIjY2lu+//94sLVZERASurq64ubmZ1G7Tpk1UrFgx2WvyLt8/DGHJunx9ffH09OSLL75g69atLF261GRTtC78/PwoU6YMv/zyS4I9h5kzZ+aDDz7g1KlTeHl5UaJECfbu3cvXX3+tsx/1mqVupJR7FGWRNs2BOsrrRcAuNIJTc2Cx1Gx2PCiEyCqE+Eipuy0+/6UQYhvQUAixC8gipTyglC8GWqARzvSNYXWM8tYUQqRDI5j9KaU0yU4jpZwnpawopawNPAKSTawmpXwCLAO+M2UslaQEBARQt25dq+eR27dvn86Ewsayd+9eg4mHHz9+zKVLl94NkyZA5jEgXIH4fwjOmveZf7HnrCxi9erV+Pn56RXMLl68yJYtW/juu5T7mQYEBBh0BLhy5Qpjx45l9uzZZpsXDxw4YFZKqOXLl/P555+bNaYK5MmTh+3bt1OjRg0qVqzIjh07rNLnxx9/zPr165Oca9iwIVu3bgWgWbNmrFu3zuLx0jyp06qpj1xSytug2Y4FxD8x5gWua9W7oZQZKr+ho9zQGFbHGG9NAcwDzkopJ5s6QLznpRDCA40DwXIjm04GumOi6VXlP/79918mT57MwIEDrd73uXPnkk1wro/169cjhKBkyZJ661y8eJGcOXManYDa7jgVALdQcBkAGVtr/rqFgpNxATRTI3FxcQbDrowfP57vvvtOb9wzSzl27BgPHz6kXr16Os9LKfn222/p168fRYoUMWuMmJgYfv/9d9q1a2dSu8jISO7cuWPRA4oKODk5MXLkSJYsWUKHDh0YNmwYsbGxFvVZt25dDh1KuvOmUqVKnDx5EtAIart37+bFixcWjZXmEQ62P8BNCHFU6zA+X5ueVegok2aU2xRj/vPVADoAdYUQ4crhK4RoKYS4AVQHNgohtgDxITI2abVfLYQ4A6wHeij23GSRUj4A1gDvgKte6mTx4sWUK1cuRQKDRkZGUqJECZPb3bx5k6+//polS5YY1HRUrlyZvHnzMnfuXEumaVscssIH3cB1quavg3F5RlMrRYoU4eLFizrPXb9+ndWrV9OrV68UGz85R4Bly5Zx+/ZtfvzRfOfuP//8kwIFChj0GtbF8uXL8fPzS9F0Ve8TPj4+hIWFsX//flq1amVRvtNSpUpx+vTpJOVFixblwgWN4SZbtmxUrlyZ7du3mz1OmkeAFA42P4AHUsrKWkeAkTO+q5grUf7eU8pvANqeZ+7ArWTK3XWUGxrD6hjjrRkqpRRSynJSSk/l2CSlXCOldJdSZpBS5pJSNlDq35JS+mq1ryWlLCWlLC+lNKi3llKOkFJO1HrfV0qZanckpmZiY2MZP348gwYNsnrfb9684cKFCxQrVszkdh06dKBHjx7UqFHDYF0hBDNmzGDo0KE8ePDAkumqmIkh4ezXX3/lq6++smpoFm2io6MJDAykS5cuOs8/fPiQH3/8kT/++MPonIqJiY2NZcyYMQwbNsykdlJK1aSZAuTOnZvg4GBu3brFggULzO6ndOnSnDlzJkl54cKF+eeff95q5lTTZnIIJI42PyxgHRDvcdkJWKtV3lHx2qwGPFVMkluA+kKIbIrXZX1gi3IuWghRTbEcdkzUl64xrM47YjNSMZW//vqLXLlymawRMIZr167h5uZmcvDNcePGERcXx+DBg42qX65cOdq1a5ciAqZK8hQpUuStpkGbx48fs2jRIquHZtFmxYoV1KlTR2+anR9//BF/f3+Tw19os3z5cvLkyUOdOnVManf8+HFiY2MtGltFN05OTsybN4+BAwdy69at5BvooECBAjx8+JCoqIR+a87OzuTKlYtr164B0LRpUzZs2KCG1DBEKg1CK4RYDhwAigshbgghvgTGAfWEEBeAesp70HhbXgYuAn+g7GVXHAF+Bo4ox6h45wDgWzQxWC8Cl9A4A2BgDKuj7udKg0gpGTduHGPGjEmRGEznz5+nePHiJrXZv38/06ZN49ixYyaZgkaMGEGpUqU4ePAg1apVM3WqKhbg5ubGmzdvePToUYIArRkzZiR37txs2bKFTp06GejBfAICAhg1apTOczt27CAkJISIiAid543hzZs3jB49mpkzZ5rcdvny5fj7+6vxzVKI8uXL0717d3r06EFQUJDJn7ODgwOlS5cmPDyc2rUTBgSIN20WKlSIwoULkyNHDo4cOULVqlWtuYQ0giC16m+klPrU1j466kqgh55+5qMJ3ZW4/ChQRkf5Q11jpASp85NXsYjNmzcjpcTX1zf5ymbw5s0bk0xJT548oV27dgQEBODu7q633suXL1m5cuXbTbugSeE0fvx4evTokSB5sUrKI4SgTJkyHDx4MEG5s7MzQUFB9OvXj/DwcKuPGxYWxr1796hfv36Sc69evaJ79+7MnDnTorAAK1euJGfOnNStW9ekdnFxcaxYsUI1aaYwQ4YMITIyktWrV5vVvkGDBmzatClJufa+M1BNm8khhaPNDxUNqnCWBhk7diwDBw5MsSf7HDlyGJ04WEpJt27daNy4Mc2bN9d5/tChQ3zzzTe4u7vz008/MXXq1AR12rVrxwcffEBAgLH7QlWsxZdffsmMGTOSlJcuXZrff/+dzz77jEePHuloaT7xjgC6NKyLFy+mWLFiNG7c2Oz+4+LiGD16NMOGDTP5N7Jv3z6yZs1KmTJJHqpVrEiGDBmYN28evXr1MitJedOmTXUKXYmFs6ZNm+oMu6GicU+UCJsfKhpU4SyNERoayq1bt2jTpk2KjZE9e3ajb5jz5s3j3LlzTJw4MUH5rVu3mDBhAqVLl6Z9+/Z4eHgQHh7OsmXLCAsLS1A33jlg+PDhBnPyqVifzz//nCNHjnD+/Pkk59q2bUvz5s1p37691fbtPHv2jJUrV+p0BHjz5g0TJ060ODTMmTNnePXqld4QHYZQHQFsR/Xq1fHz8zNrb2PlypV5/PhxEoeWxMJZ1apVuXPnjpprUydC1ZzZEVU4S2OMHTuWAQMGGMyFaCk5cuRIVlvy9OlTRo8ezcCBA1mxYsXb5NA7duygcePGlC5dmvPnz/PHH39w/vx5Bg8eTL58+ShbtiyRkZH8+++/CforW7Ys7du3T5GYbSr6cXZ25uuvv+b333/XeX78+PE8f/5c7/4wU1mxYgVeXl460+qsXbuW7NmzW+zksmvXLurWrWuy1iwmJoa//voLf39/i8ZXMZ7Ro0ezZ88egoODTWrn4OCgUyuWWDhzdHSkSZMmqvZMLw52OFRA/STSFOHh4Rw/fjzFNmnHE5+j88mTJ0nOPXr0iOHDh1O4cGEuXLjAvn373garvXHjBn5+frRt25YbN24wd+5catSokeCfpLOzM0WKFNEZp2jEiBEEBwdz4MCBlFucShK+/fZbli5dytOnT5OcS5cuHStXrmTu3LlvE0tbgr6MAFJKxo8fT//+/S0214eEhJjsoQmaB4tChQpRqFAhi8ZXMR4XFxcCAgLo3r27yTlTdZk2CxUqxPXr14mJiUlQTxXOdGEHT03VyeYtqnCWRpBSMnz4cPr06fNWS5VSODo68v3331OrVq23bukPHjxg8ODBFC1alJs3b3Lo0CEWLVqUwKtz4MCBfPvtt3Ts2NFgGI4KFSokMW0CZMmShV9//VV1DrAx7u7u1K9fX2/sqdy5cxMYGEjXrl25dOmS2eMcP36cO3fu0KBBgyTn9u7dy6NHj2jRooXZ/YNmv9nu3bvNEs6WL1/OF198YdH4KqZTr149fHx8GDJkiEntfHx8OHbsGI8f/xf3PH369OTJk4d//vknQf+HDh3S+fDxvvOOxTlLU6jCWRph9uzZXL16lZ49e9pkvN9++42uXbtSvXp1evbsSfHixXny5AlhYWHMnTuXwoULJ6h/4MABdu3aZZRZsmLFijqFM9DsgcqSJQtz5syxyjpUjKNXr15Mnz5dr1D8ySefMHToUFq3bm12+p2FCxfy5Zdf6nQEmDBhAv369bM4Iv/p06fJli2bQa9hXbx8+ZJ12YvFMQAAIABJREFU69bh5+dn0fgq5jFs2DBWrVplUptMmTLh7e3N5s2bE5QXLVo0wR5KFxcXatWqZbLpNM0jhL0yBKigCmdpgvDwcIYNG0ZgYGCKa83iEULQp08fZs+ejYuLCydPnmTmzJnkz580l2RcXBy9e/dm7NixBnM1xlOxYkWOHz+ud9wZM2YwYsQI7t1LscwZKomoXr062bNn1xmeIJ4ePXqQLVs2/vjjD7PGOHHihM79ZBERERw9epSOHTua1a82ISEheHt7m9xu06ZNVKpUidy5c1s8BxXTyZ8/Py9evDDZIUiXaTPxvrP4eqppMymq5sx+qMLZO050dDR+fn5MnTrV5HRK1qBp06aMHTtW5wbueJYsWYKDg4PRyaXLly/PyZMn9WpgSpcuTceOHVXnABsihKBXr15MmzbNYJ3JkyczcuRInfsRk+Py5cs693NNnDiRnj174uzsbHKfidm1a5fZJk3VS9N+CCEoV65cghiIxtCkSRO2bNnC69ev35bpEs6aNGnC5s2bLU66nuZQ95zZDVU4e4eRUvLNN9/g5eWVavfCREdHM3jwYKZOnao3gXVismTJQt68eYmMjNRbZ/jw4WzdupX9+/dba6oqyeDn50dERIROZ414PD09adKkCWPGjDGp79evX3P37t0k5sbXr18TFBSk00nAHI4fP25y2qWoqCi2bdtGq1atrDIHFfOIf2gzhdy5c1OoUCGOHj36tqxYsWJJhDN3d3cKFizIvn37rDLXtEF8hgDVW9MeqJ/EO4qUkmnTpnHy5MkkQVtTE2PHjsXHx8fk9CiGTJsAmTNnZuLEifTo0UN92rURGTJkoHv37nrDasQzevRoFixYoDdpui5u3bpFvnz5koSAOXDgAMWLFydnzpxmzTkxT58+JVu2bCa1efHiBQ4ODri6ulplDirmUa5cOU6cOGFyu5w5cybIs6lLcwb6A9e+r0jUDAH2RBXO3kHOnj1L/fr1mTt3Ln/99ReZMmWy95R0cvnyZebMmcPYsWNNbqvPY1Obtm3bki1bNmbPnm3uFFVMpFWrVoSEhBiskzt3bvr27cuAAQOM7vf69es6TZoRERFUrFjR5HnqQkpJVFSUyWmfcufOTc6cOS3K5aliOeZozkAT7kU7dEaBAgW4fft2kliK8amcNKkYVbBDdgA1Q8B/qMLZO0RUVBT9+/enVq1aNGnShLCwMJMTkNuS/v3707dvX4P70fRhyGMzHiEEv//+OyNHjuTu3bvmTlPFBEqWLMm1a9d49uyZwXp9+vQhLCyMXbt2GdXv/fv3+eijj5KUZ82aNdmxjOXVq1c4OTmRPn16k9vWrl2bPXv2WGUeKuZRunRpzp07l0DQMoZ06dIl2HPm5OSEh4cHly9fTlDP09OTV69eqdkCtBEOtj9UAFU4S/XExsYSHBxMu3bt8PDw4P79+0RERNC7d2+Tko/bmpCQEMLCwsxKvQIazVl4eHiyaYFKlSpFly5d+N///mfWOCqmkS5dOkqXLp2secnZ2Znx48fTt29fo2LSOTg46NRYmJIqLDmio6PJkiWLWW29vLzYvXu3VeahYh4ffPAB+fLl05lKzBCJNWeg27QphKBp06bJaobfH4TqrWlHVOEsFRMREUGVKlUYMmQI1atX58KFCyxcuDDVu/O/efOGH374gV9//dVsDzs3NzeyZMli1FPs0KFD2bFjB6GhoWaNpWIaxmg1QeNA4OzsTGBgYLJ1HR0ddQpxZcuW5ciRI7x48cKsuWpjjkkzHm9vb0JCQpKYwlRsizn7ztKnT59Acwb69501a9aMnTt3WjTH1IqUkgcPHnD//n3jvseCVOmtKYQoLoQI1zqihBA/CCFGCCFuapX7arUZJIS4KISIFEI00CpvqJRdFEIM1CovKIQ4JIS4IIRYKYQwXd1uIapwlgp58+YNEyZMwNvbm++++44jR47w/fffW21TdEozd+5csmbNymeffWZRP8YKAZkzZ2bSpEmqc4CNSM5ZIx4hBI0aNeLUqVPJ1nV0dNR57dzd3alevTorV640a67aREdHmy2cubu7U7ZsWTZs2GDxPFTMx5x9Z0+fPk1iyq5SpQo7duxIUtfb25sLFy6YHE/tXeDgwYPkyZOHEiVK4OXlZdTeutSoOZNSRkopPaWUnkAl4AWwRjn9W/w5KeUmACFEKcAfKA00BGYKIRyFEI7ADKARUAr4XKkLMF7pqyjwGPjS+E/aOqjCWSrj4sWLeHl5sWnTJg4fPsxXX31lcS5BW/LkyROGDx/O1KlTLZ63sUIAQJs2bXBzc2PmzJkWjamSPEWKFDHaEzNbtmxGxTxzcHDQa/785ptvrJIRIioqymyzJkDnzp1ZuHChxfNQMR9TNWdRUVHs3r2b+vXrJyhv0aIFhw4d4saNGwnKM2TIQPXq1Q0GW7aUZ8+eJbtdIyWIiYnBx8eH+/fv8+jRIyPChrwTGQJ8gEtSyqsG6jQHVkgp/5VSXgEuAlWU46KU8rKU8jWwAmguNP+46gJ/Ke0XAZbljTMDVThLJUgpmTlzJtWqVaN169bs3LmTggUL2ntaJjNq1CiaNWuGp6enxX0Z47EZT7xzwM8//8yDBw8sHltFP9euXaNAgQJG1c2WLVuC3Ib6cHJy0iucNWrUiFu3bhEeHm7KNJNgieYMoHXr1oSGhnLnzh2L5qFiPqZqztatW0ft2rXJnj17gvJMmTLRtm1bncJ248aNmTRpktVN2G/evGHmzJnky5eP1q1b29xE7uTkRExMDA4ODnz//fdMnz7diFbCDodJ+APLtd5/L4Q4KYSYL4SIj5mTF7iuVeeGUqavPAfwREoZm6jcpqjCWSrg+vXrNGjQgEWLFhEaGsoPP/xgdMDW1MS5c+dYsmQJo0ePtkp/8WZNY13bS5YsSdeuXZk4caJVxlfRzblz5yhRooRRdbNmzWqUcObg4KDXJO3o6Iifnx8bN240aZ6JscQhADQb0lu1asWyZcssmoeK+Xh4ePD8+XOjH8BWrlxJ27ZtdZ778ssvmTdvXhItVr169ShUqBBDhw61eL7xnDp1iipVqhAYGMiOHTuIi4tj8ODBVuvfGOKFM9Bogbdu3WqwvkTYK86ZmxDiqNahMwK1sg+sGRCfdHUWUBjwBG4Dk+Kr6lye6eU2JVkJQAiRTwgRIoQ4K4Q4LYTorZS3Ud7HCSEqG2jfR6kXIYRYLoTIqJSXFkIcEEIsEkKjyxRCLFQ29GVQ3rsJIf6xykpTIVJKFi9eTKVKlfDy8mLfvn1G/9NLjYwcOZL+/fvz4YcfWqW/PHnyIITg1q1bRrcZOnQohw4dYu/evVaZg0pSTBHOjDVrGtKcgSaMgqGMEcZgiUNAPNmyZUuyuVzFdpiSxunx48fs2bOHZs2a6TxfsWJFsmbNmsQ7UwhBQEAAQUFB9O/f3yhvY0NERERQr149evToQUhICBUrVqRTp05JQnmkNNrCWZYsWRg0aJARreySIeCBlLKy1hGgZ3KNgDAp5V0AKeVdKeUbKWUc8AcasyVoNF/5tNq5A7cMlD8AsgohnBKV2xRj1DOxwI9SypJANaCHsmkuAmgF6A3+I4TIC/QCKkspywCOaNSQAH3RSL1HAe0NAW+Ariau453j3r17tGrViokTJ7J161Z++umnJNHR3yUePXrE5s2b+frrr63WpxDCJNMmgIuLC/369TPyxqOSHBEREfj4+ODh4YGfnx9+fn7s2rXLaLO1sWZNQ5ozgBIlSrBp0yY6dOjAgAEDWL9+vckenJZqzgDOnDlDqVKlkq+okmIYu+/sr7/+ol69enqvuRCCL7/8krlz5yY59+GHH3Lo0CGOHTtGs2bNEmQYMIXIyEjq16/PlClT6Nq169t9uC4uLkRHR5vVp7loC2eAEUGi7aY5M5bP0TJpCiG0AyW2RCOjAKwD/IUQGYQQBYGiwGHgCFBU8cxMj0Y2WSc1ppoQoLXSvhOw1pSJWYNkhTMp5W0pZZjyOho4C+SVUp6VUhrzKOsEOCtSaCb+k0Ad0agK40ioRpwC9NGSWtMcQUFBlC9fnhIlSnDkyBGr7M+yN8uWLcPX19fk1DjJYazHpjYNGjQgMjLS4mCS73uk8Llz51K3bl1atWrF9u3badq0Kb6+vpw7d05nNH9dZM2a1Sqas6pVq7JixQo+/fRTsmTJwuTJk8mdOzdNmzYlICCAmzdvJjuGpXvOQCOclS5d2qI+VCzDmH1nu3fv5qeffqJPnz4G67Vr147NmzfrjKWXI0cOtmzZQoECBahatSobNmww6Z5w7do1Pv30U8aOHYu/v3+Ccy4uLlYLrmwsuuK9JUdqzRAghMgE1AOCtIonCCFOCSFOAt5AHwAp5WkgEDgDBAM9FA1bLPA9sAWNXBOo1AX4H9BXCHERzR60eSZ9cFbAJAFICFEAqAAcMqa+lPKmEGIicA14CWyVUsYbuqcCG4ELgHb+nWtAKNABWJ/cGCn99PH8+XOr9HPt2jWWLl3Knj17cHR0ZOXKlVSoUIHXr1/bzUxirbWBZuNtv379rH49KlasyPr1603q999//6Vz586sXr2a7t27mz12x44diYiIIEuWLGTOnJlPPvmE//3vf1bbDyhjXyL3DEZe3gUCRME6iNq/IJx0x4az5vUyhlWrVrF8+fK3icJbtPjPYcnY6+Hk5ESmTJmIiopK1nvX1dXVYL/a+Vl79+5NVFQUe/fuJSQkhKlTp+Lu7k6dOnXw9vamVKlSScaLjY0ld+7cZn9HX7x4gZOTEzly5DC6D1tfM1thz3WVKlWKVatW6b0GJ0+epGfPnvz555+UK1fO4LVycnLC39+flStX0qFDByDp2saNG8f27dv57bffmDZtGt9++y1169ZN9j4wefJkunXrRqtWrZLMIUuWLMTFxdlUexYXF0fWrFlNGzOVRuyXUr5AIzRpl3UwUH8MMEZH+SYgiWuulPIy/5lF7YLRwpkQwgVYDfwgpTRKx6t4SzQHCgJPgFVCiPZSyqVSyuOAvmzYv6BRRSa7A9jSJ2FjsHSMw4cP4+vry7fffsuMGTMoX758qgmPYY3PLzw8nMjISD799FOrOzJUqFCBvn37mjzP5s2b0717d3788UezP+vo6GjGjx9P1apVefToET169CAqKorp06dbfP1kXBxxUwtA1KP/tpqGX4Irf+PQ6x5Cz+doi+87aMzUBw4coFatWmalO4rn6dOn3Llzh0yZMhk026dLl4579+6ZtL7MmTPj7++Pv78/MTEx7N+/n/Xr19OpUyeePXtGkyZNaNq0KQ0aNCBdunTcvXuXggULmv0Znjt3jsyZM5M1a1aT2tnqmtkae63L09OT0NBQnJ2ddX6n9u3bh4+PD/Xq1TOqPz8/P3r16kWHDh3erinx2lq2bEnz5s1Zv349o0aNYvjw4QwZMoTPPvsMR8ekpribN2+yePFiLly4oPNzKlmyJGfOnEFKabGp3Vjy5ctHWFgYGTJkMPI3LdSI/XbEqP+kQoh0aASzP6WUQcnV1+JT4IqU8r6UMgaNCvKT5BpJKS8C4YCfCWOlSl6/fs2XX37J9OnT+fnnn/H09Ew1gpm1WLBgAV26dEkRD9NChQoRFRVlcniMTz75hOfPnxsVAFUf+fLl49GjR+TNm5eyZcuyfv16Dhw4wJAhQ8zu8y3HpyUUzEDz+ulDCJ9hef8WsmvXLmrUqGGRYCalpEePHvzvf/9Ldj+lvgwBxpIuXTq8vLyYOHEikZGRhISEULx4ccaNG0eRIkWYPn06d+/etUigUPebpQ4++OAD3N3d9TqIxJvAdWUA0EWdOnWoUqUKRYsWZdq0aXotGQ4ODjRv3pyjR48yduxYJk+eTNmyZZk1axYXL158a/J8+fIlvXr1olOnTuTIkUNvXyVLljQ524ElZMmSheLFi3Pw4EHjGqTSDAHvC8Z4awo09tazUsrJJvZ/DagmhMik9OODxrZrDGOAfiaOl+rYvXs3zs7OSfYcpBX+/fdfli1bRqdOnVKk/3inAGOD0cbj4OBA9erVLcqT5+7uniBIpaurK1u2bOHvv/9m/PjxZvcLIC9u0O2cLUFeXGdR39Zgx44d1K1b16I+1qxZw/nz541yzkjOIcBUihUrRt++fQkNDWXVqlXs3LmTDRs2WLQnUt1vlnow5LHp5eXFqFGjaNiwoVEx6RwcHJg/fz5btmxhy5YtNG7cmCVLluh9WBBC0LhxYw4cOMCUKVPYt28fXl5eeHh40LFjR6pVq0bGjBmTDSnUrFkzVqxYkfxirYiPj4/OzAi6kGpuTbtijKqjBpr9X3W1c1YJIVoKIW4A1YGNQogtAEKIPEKITQBSykNoouyGAaeU8fS5xSZA2Zhn2k7wVMidO3coWrRomtOWxbNu3TrKlSuXogFzTfXYBDh//jzbt2+3SCjOly9fkgjibm5ubNu2jYCAAGbNmmV232TOozuajgAy2zzeYRJ27tyJj4+P2e2fPn1Kr169CAgIIEOGDMnWT84hwBKqVKnCmjVruHbtmkUC5+nTp1XNWSqhfPnyBrVOX3/9NZ06dcLX19doT8vy5cuzceNGxo4dy6xZs6hQoYJBJwAhBPXr12fp0qXcuHGDHTt2UKNGDQYMGMDSpUv54IMPDI7XqVMnVq5cyatXr4yanzUwRTgD3oUMAWkWY7w1Q6WUQkpZTjtnlZRyjZTSXUqZQUqZS0rZQKl/S0rpq9V+uJSyhJSyjJSyg5RSb1hkKWVnKeVfWu9bSSkLWLhGu3L//n2rxf1KjcyfP5+uXVM28ok5Hpt9+vRh4MCB5MqVy+xx8+XLx/Xr15OU58mTh23btvHLL7+wfPlyHS2TR9QcrVc4EzWtE8TXXG7evMm9e/cs8iIeNGgQjRs3platWkbVN0dzZqo3bb58+SwKV6OaNVMPxsQ6Gzp0KFWqVKFVq1YmOV1VrlyZffv2MXr0aAYOHIiXl1eyYwkhKFasGN27d6ddu3ZGPYx7eHhQoUIF1q61XZSGGjVqcOLECROcAlJ9hoA0iyqmpjDnz58nb177a0JSguvXr3Po0CFatWqVouOYkmMTNKbkS5cu0bNnT4vGTWzW1KZQoUJs2LCB3r178/TpU5P7Flk8cPhsIaRz/O+elM4Rh88WITK7WzRvS9m+fTve3t5m7yHct28fa9euNcn0a6zmLCoqipkzZ1KuXDkcHR1xcXEhZ86ceHh4UKJECSpUqMCSJUvMmrchnj9/zu3bt40OIaKSsiSnOQONwDRjxgwyZ85M586dTcpnKYSgWbNmnDhxgvbt2/Ppp5/Sv39/q4e/6NKlCwsWLLBqn4bIlCkTH3/8MXv26A1PqkWqj3OWplGFsxTk6tWrBAYGptn9ZosXL6Zt27Y4O+sO/WAtihcvzq1bt4w2T0ycOJFJkyZZtJkdNE+2165d0/vUXb58eRo1asRvv/1mVv+idCccBr3Gof1azTHoNaJ0R0umbDExMTGMGzeOzp07m9X+9evXdOvWjSlTppjk1Wgo8TnA8ePH6datG/nz52fXrl1MmTKF169fc+fOHc6cOcPevXv5+++/6devX4qk74qMjKRYsWLvdKDotET+/Pl59uxZso5Cjo6OLFu2jOvXr/Pjjz+arG11dHSkW7duREREcO/ePUqVKsXff/9ttRiILVu25MiRI3ofAlMC00ybdskQoIL6SaQYERER1KxZk1GjRuHubl9NSEogpXzrpZnSODo6UrZsWaMTX2fMmJGMGTNaPK6rqytly5Zl165deusMHz6c33//3exk68LBAVG4meZIBflUZ82ahYeHB40bNzar/YQJEyhUqBCtW7dOvrIWic2aUkpu3brFggULqFq1Ki1atCB//vycOXOGwMBA6tati5OT01vNWf78+SlRogT+/v7cuXPH6qlx1P1mqQtT0jg5Ozuzbt06tm3bxqRJk5Ktr4sPP/yQRYsWsWjRIgYNGkSzZs34559/zOor8dzatGnD4sWLLe7LWIwXzgRS2P5Q0WD//wZpkP379+Pj48P48eP5/vvv7T2dFGHv3r1kzJiRjz/+2CbjmWLabNiwIatWrUq+ohG0bNmSoCD90WMKFSpEmzZtLPbeTA08ePCA0aNH89tvv5nlwBIZGcmUKVOYMWOGye2vX7/O8+fP6dixI1WqVMHV1RVPT0/WrFnD0KFDuXz5Mj/99BMfffSRwX4cHR1p1qwZf//9t8nzN0Ra2G927NgxZs+ezezZszl//ry9p2MxtWvXJjg42Ki62bJlIzg4mOnTp7N06VKzx/T29ubEiRNUr16dypUrM2XKFLP7iifetGmrjCSVK1fm6tWr3Lt3z4jajnY4VEAVzqzOpk2baNGiBYsWLeKLL76w93RSjHhHAFt5oZYuXZozZ84YVbdBgwYEBQVZJTRDy5YtWbt2rcH9KkOGDGH+/PncvXvX4vHsyfDhw2nbtq1ZQoiUkm+++YahQ4fi4eFhcnsPDw86deqEt7c3U6dO5Z9//uHevXusW7eOJk2a6Az0qY+WLVuqwpkOBg0axObNm9m6dSvdunWz93QsJj6yv7F7ydzd3dm8eTM//vgjW7ZsMXvc9OnTM3jwYA4fPsyQIUPM2nOqTZUqVUiXLh379u2zqB9jcXJywsvLi507dyZTU6jemnZE/SSsyJIlS+jatSvr16+nYcOG9p5OihEVFcXff/9N+/btbTbm69evjTZVuru7kz9/fnbv3m3xuEWKFMHNzc1g4Ma8efPi5eVl0PyZ2jl16hSrVq1ixIgRZrU/fPgwN2/eNFtTnD9/fsaNG0eXLl2oXr062bNnN6sfgLp163Ly5EkjNQPGcfr06Xc+xtmZM2eYOnUqy5Yt48SJE9y+fdveU7KIMmXK4OLiYnxQVTSpn4KCgmjfvj1Hjx61aPxChQpRvnx5jh07ZlE/QgibOwYYY9qUoMY5syOqcGYlfvvtN3766SdCQkIS5ABMi8Tv+bFliJAnT57g6upqdH0/Pz8CAwOtMnbLli1Zs2aNwTqVK1e2+GZvT8aMGcOgQYP0RjRPjqVLl9KhQweTNFwpRcaMGWnQoAHr1yebmtcoXr58yc2bNylcuLBV+rMHUVFRPH78GA8PDzJmzEjTpk3566+/km+YihFC4O/vb3I4mxo1ajB37lyaNWvGxYsXLZrDxx9/zJEjRyzqA6BDhw4EBQXZLGdp3bp1kw/QrWYIsCuqcGYhUkoGDRpEQEAAoaGhlCxZ0t5TSnHmz59vE0cAbZ4+fWqS91/r1q2tatpcs2aNwT0hlSpVemeFs7i4OHbs2GHyJv54YmJiCAwMTFVm/BYtWiQrUBtLZGQkhQsXJl26dFbpzx6cPXuWEiVKvA2PYs2HF3vi7+/PqlWrTP6dN2/enBEjRtCgQQOjsgjow1rCWe7cualZs6bNBOY3b94YYYkQSBxsfqhoUD8JC3j27BldunRh586d7N2716y9Nu8a586d48qVKzRq1Mim4z59+tQkzVnBggUpWLCgVUyNnp6exMbGEhERobdOpUqVCAsLMymWUmrh9OnTuLq6ki9fPrPab9u2jcKFC6cqzZKvry979uwxIdimftLCfrPEa6hfvz6nT5/m5s2bdpyV5RQtWhR3d3eztjB069aNjh074uvra/b3xFrCGdg25tmZM2eMUyQIR9sfKoAqnJnNli1bKFOmDKDJQ+jm5mbnGdmGBQsW0LFjR5vHezJVOANo06aNVbw2hRDJmjbd3NzIli2bxWYSe7Br1y68vb3Nbv/nn3/Srl07K87IclxdXXFzc+PWrVsW95UW9psdOnSIsmXLvn2fPn16fH192bRpkx1nZR38/f3NzlE5bNgwPv74Y5OzCMRTpEgRnj59apX9jU2aNOHMmTNWDwOjC+MeOISSX9O2hzEIIf4RQpxS0kkeVcqyCyG2CSEuKH+zKeVCCDFNCHFRCHFSCFFRq59OSv0LQohOWuWVlP4vKm1tbm9VhTMTefjwIZ06deKbb74hICCAhQsX4uLiYu9p2YSYmBgWL15sc5MmaPacmWLWBEiXLp3VNFnG7DurUKGC0bHYUhMhISHUqVPHrLbPnj1j48aN+Pn5WXdSFhITE8PNmzcpUKCAxX2965qzp0+fEhgYmESALlWqFJcuXbLTrKyHn58fQUFBZglXQghmzpyJi4uLyVkEQBOfr3LlylbRnqVPn54vvviChQsXWtxXcpw9e9ao73QqzxDgraSTrKy8HwjskFIWBXYo7wEaAUWVoxswCzTCHDAcqApUAYbHC3RKnW5a7Wzu4acKZ0YipSQwMJAyZcqQLVs2Tp06Rf369e09LZsSHBxMoUKFKFGihM3HNkdztm7dOpo1a2aV8WvUqMHNmze5cuWK3jrZsmWzihnN1oSGhuLl5WVW2+DgYKpVq0bOnDmtPCvLuHr1Knny5DEq6XpyvOvC2fz582nQoEGSNHIFChSwSiBVe+Ph4UHJkiXZtm2bWe3jswhcu3aN/v37m9ze2qbNRYsWpfj2CGM1Z+9YhoDmwCLl9SKghVb5YqnhIJBVCPER0ADYJqV8JKV8DGwDGirnskgpD0jNRuPFWn3ZDFU4M4Jbt27RsmVLRo4cSVBQEFOmTHlvtGXa2MMRIB5ThbPHjx9z9OhRfHx8rDK+McFN06dPT0xMjFXGsxWxsbE8evSIPHnymNXe2dnZZsEzTeHixYsULVrU4n7+/fdfrl69apW+7MGbN2+YPn06vXv3TnIurQhngFlem9rEZxEIDg5mzpw5JglHMTEx3L9/3+yxtSlfvjw5cuQwIgaZ+cTExHD58mWKFSuWbN1UnCFAAluFEMeEEPFB+3JJKW8DKH/jwwnkBa5rtb2hlBkqv6Gj3KaI1HhjNRYhxLs7eRUVFRUVFftyVUpZQNcJIUQwYI/N1BmBV1rvA6SUAdoVhBB5pJS3hBAfotF49QTWSSmzatV5LKXMJoTYCIyVUoYq5TuAAUBdIIPgh1L3AAAJeklEQVSUcrRSPhR4AexR6n+qlNcCBkgpm6bQenXyTmfxlVKqQVFUVFRUVFSsjJQy1UZSl1LeUv7eE0KsQbNn7K4Q4iMp5W3FNBnvpXED0HZFdwduKeV1EpXvUsrdddS3KapZU0VFRUVFReWdQAjxgRAic/xroD4QAawD4j0uOwFrldfrgI6K12Y14Kli9twC1BdCZFMcAeoDW5Rz0UKIaoqXZketvmzGO605U1FRUVFRUXmvyAWsUaJbOAHLpJTBQogjQKAQ4kvgGtBGqb8J8AUuojFbdgGQUj4SQvwMxHtzjJJSPlJefwssBJyBzcphU97pPWcqKioqKioqKmmNNGvWFEL0EUKcFkJECCGWCyEyCiH2KkHrwoUQt4QQOl3vhBATlLZndQWgE0KsE0JEaL3PI4TYKYRYK4RwUcpGCCFuao0XLoQwLVCXaWvzEUKEKeOECiGK6Gk7SAmsFymEaKCU5RNChCjrPS2E6K1V36Zrs3SNQoh6igfPKeVvXa1zdYQQR4UQE7TKdimfRfw6rJ4/xYK1VNGa1wkhREtDfSrlpYUQB4QQi4QQDkrZQiHEFa2+9tt5XQWEEC+15jNb61x6IUSAEOK8EOKcEOIzpdxF+d3tFELkUco6CyHuJ/oeWiXmhQVra5doPnFCCM9Edex2/7BgXemFEAuU39UJIUQdpTyTEGKjcq1OCyHGabWx6TVLZo11lTVGKL8NnVYjIUSwEOKJEGJDonKb/a6stR4hhKcy59NCE3y1rdY5ndfcXtdMRQdSyjR3oHF7vQI4K+8Dgc6J6qwGOupo+wmwD3BUjgNAHa3zrYBlQIRW2TigNNAU+EYpGwH0s9XagPNASaXsO2ChjralgBNABqAgcElZ40dARaVOZqWvUrZem5XWWAHIo7wuA9zUOrcSjZp6ElBCKdsFVE6la8kEOCmv4ze4Ohn6fgPzgJxovJcaKmULgdapaF0FtH8/ic6NBEYrrx0AN+X1N0BjoCwwTinrDPyemq5Zon7KApcTldnt/mHhNesBLFBefwgcU65PJjTBQAHSA3uBRra+ZsmssSuakAnFlLJRwJd62vso12FDonKb/K6suR6gGFBUeZ0HuA1kVd7rvOb2uGbqoftIs5ozNP/EnJUnikxoeVsIzWbCuoAuzZlE48qbHo0Qkw64q7RzAfoCoxO1cQTilMMWHqS61iaBLMp5V3R7lzQHVkgp/5VSXkFjg68ipbwtpQwDkFJGA2f5L66LrdcWj1lrlFIel4onD3AayCiEiI9E6qD08a6s5YWUMj6jc0aljaE+QXO9bLVGc7+HhugKjAWQUsZJKR8o5e/Kb0ybz4G3wbdSyf3D3HWVQhN1HSnlPeAJmoeaF1LKEKX8NRDGf55uqeXe8Rz4V0p5Xjm/DfhMV0Mp5Q5AVyRpW/6uEmPWeqSU56WUF5TXt9A83MVHi9Z3ze11zVQSY2/pMKUOoDfwDLgP/JnoXEfgLwNtJ6K5+TwFxmiV/wa0JNGTP5AfTWyU9UBmpWwEcBMIV46QlFwbUAt4iMYN+AyaCMeJ2/0OtNd6P49ET37K2q7Ft7f12ixdY6I+WgPbtd43QPPPY5JW2S4gUmstv6amtaBJLXJaad8yue83Gs3hIWAp4KiULUTz9B2/xj/tuS7lO/YcOA7sBmop5VnRaAQmK9dpFZrAkvHnNgMhgLtS1lkZO1zrcLb3NdPq4xJQRuu93e8fFlyzbsr1cEKjdX8CfJaoTlbgMlDIHtdM3xrRCBlXUTTkwFTglIH2dUiqObPZ78ra61HqVEHz0O1g6Jrb65qph45rZu8JpMiiIBuwE81TQjo0GjJtoWRz4huL1rkiwEbARTkOALUBT2C9UqcAeswyWv2MIGXMmjrXBgQBVZU6/YG5OtrOIKlw9pnWexc05opW9libNdao1UdpNP8cCycz1i5S1qxp8VqUOiWBw2g0aAa/3zraLsT6Zk1LvocZgBzK60poBLIsaAJeyvjvJBot0xIDc+hMypg1rfH9q4rWP8zUcP+w8Jo5oREuw9GEFdgENE90fjPwQzJzSJFrZsQaq6MxuR5Go7k8bqCPOiQSzvTUs/rvKoXW8xGaB9BqWmWmfJdT9Jqph+4jrZo1PwWuSCnvSylj0HwRPwEQQuRA8xSxUU/blsBBKeUzKeUzNDecamh+DJWEEP8AoUAxIcSuFF2FbnStrQZQXkp5SKmzEmW9idAXjA8hRDo0+/D+lFIGpdTkjcSSNSKEcAfWoNlTaO/MzhatJR4p5Vk02qYyevo02D4FMHtdUmNWf6i8PoZGiC6G5kn+BZprBxpNTcUUXYVurHHN/NEyaZI67h+WXLNYKWUfqUk03RyNhuWCVpUA4IKUckrKLiFZdP42pCZPYi0pZRU0WsoLBntJPVi0HiFEFjT/64ZITV5JhBA5MfH+o2J70qpwdg2opngSCTSbPM8q59qgeSp6ZaCtlxDCSRFYvICzUspZUso8UpPqoiZwXkpZJ0VXoX9+idd2BnAVQsQnS6vHf+vVZh3gL4TIIIQoCBQFDiv9zEOzzskpv4RkMXuNikfbRmCQlHKfrSZsAEvWUjDeC0sIkR8oDvyjp09d1zslsWRdOYUQjsrrQmi+h5ellBKNaa+OUjW+T1tjyW8MxZuvDbAiviyV3D8suWaZhCbgJ0KIekCslPKM8n40mn1LP9hgDcmh87chNGl+UPaf/g+YbaCP1ITZ6xFCpEfzoLNYSrlK69RjjPwuq9gRe6vuUupA4/V1Dk3k4CVocmiBxozVMFHdyihqXTQbIueg+bKeASbr6LsAxpkltPeMhAMFUmptaDR+p9B4Y+7iv30fzdAE14tv+xMaTUUk/3lV1URjTjqpNVdfe6zN0jUCQ9BomLTn9qGBcXaRcM/Zdmuuw8K1dECz3ywczR6sFsl9v/WMv5CEe2PCgfR2XNdnyrpOKOtqqtVn/P6rk2g2oHsYGL8zSffCfJIKfmN10Gjf9fVdADvdPyy4ZgWU38lZYDuQXyl3R3PvOKs1z6/scc2SWeOvyhwj0TK9onXvV97vVeb3Eo2loYGtf1fWWg8a82dMovl5Kud0XnN7XTP1SHqoQWhVVFRUVFRUVFIRadWsqaKioqKioqLyTqIKZyoqKioqKioqqQhVOFNRUVFRUVFRSUWowpmKioqKioqKSipCFc5UVFRUVFRUVFIRqnCmoqKioqKiopKKUIUzFRUVFRUVFZVUhCqcqaioqKioqKikIv4PmGFw5qIU2mYAAAAASUVORK5CYII=\n", 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2Bw4cAODV7x4B4Ccn3u3W1614w19vrxJebeK8PVeO9v7kOZq470/MPJ8V294lJWcQSQkZ/vvYw4zMP5d12+ax/cCHDOp5Hi5XQkO9M57K7puZlYDGeY7b8CNDHGWe46i3rjYeBpVLuHDCow0baR1tn//7ZJoT92va3jHzbF+YeTY9Dz/8MBs3buS8885j7ty5JCUlNdlY7fn1tHb5HZF72holZINKRNKBGcCNqrrfUX4n1tLeC2H2jQdygBOAkcB0EemlFtf5k6OqG0RkAQ1p5Bsl1HOUnO3KtlXYOnt5qPwt+fk5nsbj3ikjkEHl1UfjMok/1JV5i15mZK8rLD28jSNHOoXchONZtuV15u54jqF9LsPligOXIxjdy2DbW3bYczxnfRCDSh3jevbFsVzoKLPvx054wsebpV56ffbqzcSStnqGVriYebYvzDybnrfeeouuXbtyzjnnsHDhwiYdq72+nnUIVcS1tBqtjpBMTBFJwDKIXlDVmY7yicA44ApV/yH/gfpipYCfaRtQC7CW+UI5+PBPWLFaTWIev1v6JO+WPtlQ4Exv4HJZVyzSJrjEIxWD2hdAUYfvgdZRsuvLoLLE5eKoogtBXHxbMhOVuoh1q9fBhWWUue8F//lmG5VlG02NPVcOw+zE8Q9x4iUNl8FgMDQFycnJfP311yxbtoxJkya1tDptljqVZr9aO6Hs8hOsvA0rVfVhR/loLMPm+6p6MJy+Nm9gHVo4V0T6AYlAaTB9VHWViKzAMuQWBGvfKgjTABNxMbjbBXy5dhq56UVkpXWxKrw8RG5crjiG9P4R36x5gZUl/2Ng0XlhB6VHuxzu7ZmKSlYcfO/yh3y8WM4xnO+tBc/eFP2gBoPhiKGoqIg33niDcePGcdxxx/GLX/yipVVqUyhClRoPlTeheHlOAiYAp4vIYvsaCzyGdQDhHLvsCQAR6SIi7wTpCzAN6CUi32JnMA3k5fLDfVgp5JuMWbueYNauJ0Jr7OVtQlwNuafCDWq3ZaQkZTOg6zks2/QG1XXVDctwAYhzJTCs32WUH9jG2k1zfOSpy16yq/eIeRol4ejW4H3CY7kvXLzl1OsYjgwXjJz0MCMnN1wGg8EQjLFjx3LPPfdw7bXX8sUXX7S0Om0KK22Cq9mv1k4ou/w+xb/f4R0/ZajqVmBskL7YqQ+uDEVJVS0BjnbcL6Els7yHcmZfiPhLUeCmc87RlJav49vv3mBIz4txBZlyfFwSw/tfydcr/018fAo9C0+NTjmfwPXo8fY6RUyA7irwo98+Q+mBavveK3bLfgoXPfGr6MY3GAxtnt/97nd89dVXnHHGGZSUlFBQEGJevyMcVeOh8ofJlB6EWdsfB2BM5/+LPm4Kwk76eVThuSwqeYWVm/7HoB7jrN2HjQSpJyamccygiXz97VPUaS1F3UY1nu3dGYjuvavPi7q6GjaXfEJqekfyOg7y26axZbpI8RfoHpGc+ucJjvnFI351++bvxtAyGI4k3nzzTfr27cuIESPYuHEjLlfr94S0BupM2gQfjEHVFESYKd2vKFc8Q3uN5+s1z7F224f07Xpm0D5JiZmMOPpqlq+ZwZ596ziq7w9JTs0FIvcQle1Zz5oVr1OndWRkFXoYVPXLdjEiZl4sCMsIU4Fh1z7i28fl2X/pI8boMhjaCy6Xi4ULF9KtWzfOOussPvjgg5ZWqdVjxVAZ88Eb84yEyKxtf2dM4fWehYHSJESCn7QKbk9RvCuRY/pczlernyEhPpWenU4KKi45OZtjjp7Exm2fs2DJE/TpNYbs3BPCVquq6gDr18xi7+419B54Psmpuaxa8kpUsVPgaYQ5PUdh45OGATtoPUrdAukjMOSmR/zm21r2kDG0DIa2SHZ2Np988gnHHnssv/71r5kyZUpLq9SqccdQGTwxBlUYzNo8FYAx3aI/ZLix2Cl/JManMqLvlSwo/jcJ8al0zR8eWGa9TeaiR+HJ5Ob0YUXxq8Qn7SYr40QSE9IaH0ys5b0d2xazfvW7FHQeyrEn30xcQhJ1tdUcOlhKXV1NQyLREIi116lp4rqikOGCo2/1493y8t4t/7MxugyG1siwYcN45plnuOqqqxg5ciQXX+xz+IfBxuzy848xqJoSp9cpBsuAyUnZjOh7JV+tfpb4+FQK8gaEJDMjrRPHDv8FByoXseDrv9GpYBjpmZ3JSO9MSlqBFWPlgkNV5ewpLWZ3aTF796wlPaMTg4/5MRnZ3QDrV4krLoGklBwqD5SSltW5foyYxk4FkBGVEeX0iEWhm49nqjEZXnUqMOg3jzhi1RrqVv7BGFoGQ0tz5ZVXsmDBAi677DKOOuooBg4c2NIqtUqsTOnGfPDGPCMRMGvTowCM6en1JRjD2ClLHj7y0lI6MKzv5Xyz+gXiE5LJzewZmqi4BLp3PwXVruzZu47SXSvYsOEDDh/eT1p6R1TrOFS5l5y8vuQXDKTfwAtISPaf5TctoxMHyreTmm0bVNFOtwl2E8ZSZqxjxHwQGPi7R/x6tZz6F//OGF0GQ1MzdepUFi5cyAknnMCWLVtIT09vaZVaHYpQ2wYSbTY3xqBqaQIcSdNYDFBWWlcG976YpWumc8yACWSm24k/HV4i72Ni3GRmdiMzs1t92+raKioqtoELMrK6W0fXOHf+4evRScvsxIGKHXSIYJ4eyTmjWYIP4G1yZpyPVlZURlSMPGJOef3/8IiHgbXwhmuiEGgwGAIxb948unXrxsiRI1m+fLnZ+eeFqvFQ+cM8I1Ewq8Q6UHlMUeiZusONnQpEXmYvBhaN45viFzj2qKtJTcmLSE58fBLZ2T3t8/+8jJ4ApGZ0Ysemr1DVhkOkvWnlXqdYygGaTrdA8gTG/PNZdlZVe7Rfc4fxYhkM0RIfH8/ChQvp1asXl156KdOnT29plVoZYtIm+MGY3TFg1oaHmbXBT4Zu57l9kZz/5zxH0Hnen33WXse8o+hdeBqLVvybsv0bQ5RJ/S4473P7QiUrt4jKA6Us+exxSrd9Sx110WVgr9fNS0a9rtHI9CMngiU8tS+nvFjp5qNXFPL63v8Ife9/JEIBBoPBTZcuXXj33XeZMWMGDz74YEur06pQoErjm/1q7bR+DY8wwvVgFXY8loSENJaufoVO+YPp3f0M4uKTHPLsBxK7QKCE5HRGnHYLpdu/ZdPaDylZNYuufUZR0O0YJD6Mf6mm8mJFY+Q4iOX5hE45TR16oAJ9pjTsOEQaTnRae6s599BgCJVRo0bx0EMPcdNNNzFixAhOP/30llapVaC0jcOKmxsJ/fg8r44i3YDngE5AHfCkqj4qIg8C5wFVwDpgkqqWhdLXrusC/AcoB65Q1QoRuQe4DeipqjvtdhWqGjBaUERCOhqwvLycjAz/wdeRMqbvbdYD97q720OFw2CKCxI75QpS5yx3CVXVByje8A77K7YwqN+FZGcX2X0a2ubkJLK3rMqvLBVx5IXyHzuFn3JVpWz3OrasnceB/dvo3PtkOhWdQHxiSqOyrHMF8aoL0NZPX3+xU+77/PQEdtlHzzjjofzq4G+efsYNtLsvkEx/4wWO+/Jt5x1f5q9NQWKC55JfQHm+74O2ZFg1xXu0NWLm2Xo555xzWL58OZs3bw65T1ucpxsRQTWwxdTt6Ey96dXw8xpGy02D5ixU1WObfeAQicZDVQPcrKqLRCQDWCgic4A5wB2qWiMiU4A7gF+H0ldVVwDXA9cBvbDO+nOfUFwK3OxHVpsgVrFTgN/A9cSENAb3H8/O3StYtuoVOnYYTPfCk0lKzgpRZmSeExEhu0Mfsgv6UrFvK1vWzmXh7Psp6HkcXfqcTGJqdvhC/egGMfDsNJVHLFYym9GD1fsvD/sYeutuajtGVnNRUVHBp59+SlJSEsnJyfVXUlIS2dnZ5ObmtrSKhmbg+eefp3PnzkyfPp3x48e3tDqtAKHWxFD5ELFBparbgG3243IRWQl0VdXZjmZfAj7Z0QL1BVYAcVheqzo8F1umAT8WkSmquidSvZuDWWseAGBM/9sjF9LYmX2NUJA3iOzsnqwteY8Fix4jLi6JrMweZGf3IDllEHWk1+ed8pAdlm7uvg26qkBadhf6jbycQwf2sHXtJyye8xC5XQfTpd8oUrIaOXQ0hnmn1O1NioGsepkxkhfUM9WCqECvR6w4wPW/MoaVmzlz5nD11VczdOhQDh065HFt376d0tJS0tKCJMo1tHkKCgoYN24cN954ozGocOehMok9vYlJDJWI9ASGA/O9qiYDr4TZ9zHgeWAfcLmjaQWWUXUDcHd0Grc+YunBSkhIZUD/i+ivysHKUsr2bWTf/hJWFa+lpGQ18fEpxCckkxCfQlxCCvHxycQnpNiX9TghIY3UjI4kp+YhcS5bx9DGT07LpWjYBRQOPJPt6z9n+bzHScspJL/bMHK6DiI+MTWGcU4NS32xImaGTlMYTE1tfAn0+qvTe9WwXLj++pubePDWR58+fSgoKOCjjz7yqRsyZAjFxcUcc8wxLaCZobl5+umn6dixI6+88gqXXHJJS6vToqgK1XUmBNubqJ8REUkHZgA3qup+R/mdWEt7L4TTV1U3AqcG6DIVWCwiD4WiW3l5edA2Bw4cCEVUREz/+k4Afnruw2h9PJVd6T73zzsPlce5dkFip7xjrPzE7+RSSGFhIchJZGYlMHjIQWprDlOjh6mtOURNbRU1NYeprXU/PkRtTQU11bvYvfkramurSM3oSGp6R1KzOpKa3omklCxrjb2x+CQRIJGOHc/l6OPOZt/O1ZRtX8OOxQtIze5KVqe+ZHXuQ3xiWlAPld9YJD+xU2D9cspJjffvUQpFrp+/HhFIwWKn8B0v5DxXfmQ1ZtzlJsR7GqXBPF+2ceQvHiywblp/f8I/rKOX5lw5yVeZJqQp36OhjN2hQwe/nyUnnHACq1atom/fvjEb60igrc4zKSmJK6+8kilTpjB27Nig7dvqPEPBOsuvFbjWWxlRGVQikoBlEL2gqjMd5ROBccAZgSLDA/VtDFUtE5EXgV+G0j7UgMCmDhws23XI16ByeRpUfo2mAIHsPl4ZH4PKaex4tt2/HyAJjUsGssAFcYlWvHmCH8Om6nAFFeVb2b13MyUln1BRtoXa2sOkZ3UlLbuQjOxC0nMKSUzP9TKyvGSl9yOrTz/Sag9Ttm0Va1csouyDF0nN6UJu9yHkdhtCQlqWh66BgsY9jSPxrQNKD3oGpfsPZPe8D2gs+WsTSkB7MLnu+0CyGpHvZmd1dcNNqAaVH5mBjUuvPsCQZ56sr99wbfN4rVoquPett97ipJNO8jt+YWEhy5cv5/LLL/fTMzLaahBzuLTVeT7yyCPk5+ezYMECzjjjjKDt2+o8g6EI1XVmyc+biA0qsTI6Pg2sVNWHHeWjsQLHv6+qB8PpGyIPA1/RhlI+zFr5Z0YfdWdojR1ep6iWAX0MDUfeqTBITEonN6U/uQX9642Iw1UVVJRtpqJsMzs3f8P65W9TV1NFVkFf8roOJqfTAOLsXX7exCUkkdd9KHk9hlKrNezbVszuTcvYvHQ2yZkdyO0+mJweQ0jKCC9Rqc+xLd7GRQR4eHKikNcUsVMh5b9yT6CJfkiqQM+/P+SxLFjyy1uaZrAWQFV57bXXeOEF/072gQMH8uKLLzazVoaWJDc3l969e/PEE0+EZFC1Z2pNGksfojFKTgImAMtEZLFd9husZbkkYI6dRftLVf25nQ7hKVUdG6ivqr4TbFBVLRWR14H2lRI6hv+bkRoRKnjusA+QOT0xKZ3cjgPI7TSwvr7q8H72bl/Fzu8Wsm7RDDI79CavcDA5XY6qT6EAeBgVLlcCOYVHk93taOpqa9i/cy17Ny5jxaypJKZmkdNjCDndB5Oc09GPrl5euhgQ0yBxp4cqFgST1Rq87wI9//EXD11Kft52Daxvv/2Ww4cPc+yx/ndpDxo0iBUrVjSzVoaWZsyYMbzySqOhwe0eRagxQek+RJyHqrXTknmoGmP0YNtT5b3k5ycvVWN5pzzvveoFvx6qnJxE9u7zzEPlf5nQ/hsoh5S/Zb36pTChpqqSPdtXsHvzUvbvWkdGXg9yuw0hp/BoEpLTfHT0ll+ndZTv3MDeTUvZu3EZ8UmpdB41e0dmAAAgAElEQVR6FtlFg60dihJ4qQ+B/LSE+iU/jzivMPJOQeMeKnV5tvUrI9hSX4BlxJB0xDMPld9lQqf+ELMlP98+6tXH66+Dkp+Fb2C1VD6fu+++m/Lych5+2L8TvaKigpycHA4fPhyTs97act6icGjr81yzZg39+vWjvLy80YOT2/I8g+Wh6jgoVy9/8ezmVAmAvw5/pd3moTJEwLvL7gNg9NC7gjd2YSePcBse0bshmsKz471jLz4xhQ49RtChxwhqaw6zd/tKdm9eysbFb5OWW0hut8HkdBtMQlqWh0fMLUNcLjI79yajS2+6HXcB+7euZsuiWWxf9iFdRowhs7B/g8EYgm5O2ZHSJCkOYqGblyHlJ4dn60GUnk8+WK9zyU9ubVl9GqGmpobnnnuu0TPcZs2axcknn2wOzj3C6Nu3L2lpaTz55JPcdITmblOEGhND5YMxqFopUcdPOTxT9XIi/dxvzDMVhLiEJPK7DSOvxzBqa6oo21HMnk3L2LT0XfKLRtBtxPm4XIHfmCIusgoHkNm1P3s3LmXT/DdIWJpBl5Hnkt6xKOAOwIiMFH+eKeffMGmJvFNt5TQIFejxlHU+2sZrWp9h9frrr9O1a1dGjhwZsM2TTz7JT3/602bUytBaGD58OK+++uoRa1ABJrGnH4xB1UK8u+QPAIwe9rvohYVh4DQuB8uaCBA7FQnOpbG4hERyuw0mt9tgaqoPsfbzFyh+/wl6nzqBxJTMxlUTIadoKNk9jmb3+kWUfPQfknM60/m4MaTmdY1MuRh5r/zJjNlnTSAdQ4nRagufd6L0ePqBel2djseSSbe1iEqqykMPPcRttwUef926dSxevJgLL7ywGTUztBYuu+wybrml7cYHRovxUPnH+KrbAPU79NxfonZKBXX55j8KXaYjjslf/FSYspxy6mOqGpEVn5hCv1GTyejYmxXv/JWKXRv96Ea9t8l9L3Fx5PU7jkHj7yCzsB/r3nmSkg+e5/C+XY0rKb5yI8FHhreOkeClT6M6BihvlZ4pBSJdghSl5zNT6PnMlFhqFBJffPEFpaWlXHDBBQHbPP3001x11VUkJyc3o2aG1sK5555LZWVlS6vRYqhCtbqa/QqGiCSLyAIRWSIiy0Xk93Z5kYjMF5E1IvKKiCQ2xfNiPFQtzLuL7wXgnBFNm/zdwyiLWpb9IEpZ4nJROHQ0qfmFrJ47jcLhY+jQL7QDN11x8RQcfSq5A45n17KPKX5jKtlFg+l83FhIy4mp90mjMMD80hSeMT/y2wUCZ77xFDu0Cqd1VnJVFMc6NcKCBQu48cYbufHGG4mL8/8LvLq6mn//+99+s6cbjgy6desGwP79+8nMbNy73l6pi/TXfNNyGDhdVSvsXJefisgs4CbgEVV9WUSeAK4G/hHrwVvlM3Ik8t7C3/Pewt9HJ8SdDFS88k5FEzslvt6sSGjMI5bT7WgGnPN/bF8xj5IvXqWutiZkeXGJSXQacRaDLr2duurDbPvqnfANFfc8oSGJZww8Wf48bOHKC9Y3JM+YaPNGq0fjmQoFgZ7P30/P5++PqdjKykpGjx7NFVdcwc9+9rOA7d5++2369u3LgAEDYjq+oe3gcrlwuVysXr26pVVpEay0Ca5mv4LqZVFh3ybYlwKnA6/Z5c8CP2iK58V4qNoysYqdctNEsVOhkJJVwKCxN7D+s5cpfvdxeo+aSGJ6lqfMRnYoxien0fm4saye+ShaV+t/EHeMWGuPnYrUkGtPnqkQEFGK/vNnR/yV49zBy38Ttrw33niDkSNHcsMNNwRsU11dzd/+9jcTjG4gMTGRdevWBcxT1p5RoK5VxhmAiMQBC4E+wN+BdUCZqrp/qW8GIgy8bRzjoWplvPf1Pbz39T2Ntol17FSkS1pOWbGIT3IlJdP7tKvI7jaIlf/7K+U71oclMykzj4SMHA7u3OQ3Dgsi1y2WsVOBnqtwZLVKz1RrQaDXS3+i10t/CrlLbW0t9913H9ddd13ANt988w3HH388iYmJXHzxxbHQ1NCGSUlJYcOGDS2tRsugVlB6c19Avoh87bh8ftmoaq2qDgMKgeOAgf5m0BRPi/FQtXM8vDpR/qCI9bZ/f/JEXHQeeiapeV1Z9+GzdD/xYnKKBocsK6fPUMo3rSIuK/ofILEwwsThEWtSD1Jr+LHYxEfdREKvl/5kOXIdhuW6S3yPgXr++efJzc3l3HPP9amrrKzk3nvvZdq0aTzwwANcddVVSAxywhnaNunp6WzatKml1WgRWvBw5NJQE3vaZ//OBU4AskUk3vZSFQJbm0I546FqpcxeEEY6BUfslDt+KpLYqcC762IbOxWKRyyrcCA9Tv4RO1d83FDo9DYFiHPK6j2M/ZtWB172c9JEsVMemeNj5RHzLm+MAJ6pqHYithNElD7T/0if6X+sL6usrOR3v/sdU6ZM8TGUPv74Y4YOHcq6detYunQpEydONMaUAYDs7Gy2bdvW0mq0CArU1Lma/QqGiHQQkWz7cQpwJrAS+Ahwu5UnAm82xfMSVEMR6SYiH4nISnsb4g12+YMiskpElorI6+5J+Ok/TUR2isi3AepvEREVkXz73iUiz4nI5yJylF02ym5znqPff0VkVARzbjPM/jIGOaqC4f7CdsXmS6J+OTIGHrHMrv2p3LOVqkMHQs4Sn5SZS0JaBgd3fOdbGcUyXUBiYIT5lRVuH0NYiEDfV/9Iv9f+QPef/oA9ndOZuPV9+s34Q32bl19+mcsvv5wHH3yQ6dOn07Gj75mShiOX6upqysrKWlqNFqNOpdmvEOgMfCQiS4GvgDmq+l/g18BNIrIWyAOebornJJQlvxrgZlVdJCIZwEIRmQPMAe5Q1RoRmQLcYSvtzTPAY8Bz3hUi0g04C3B++50NzAduBf4MTLbLNwN3Am+HoHO7YfaXv+OsE/8YvGEgvD0lMQhk9ysrJvI8713xCWR27c++774lv39o6RRUIDm3M2W7t5LWxU8m9Uj1C6Bj2HL86BKKrJDGCxAv5dM31gaYe4DWEq8VxtJjbUUle9/8lMI/Xm11EaX/zHtRVdKmvMG0adM4++zmP7PM0Lr51a9+xZo1a3j++edbWpUWwb3Lr7WhqkuB4X7K12PFUzUpQZ8RVd2mqovsx+VY7rOuqjrbETX/Jda6pL/+HwN7Aoh/BLgNzwCxOKwT7Orw/EhcAuwTkbOC6XzE43KkTYgBsQg49yczFHnZPY6mrMSPc9Nh2HjLSsruwKHSyJfIYzbfWHqvAsluBLPEF5x97y0g7dgBJHbt4FF+qHgTK3Zu4vryzxj4+u9bSDtDa+TJJ5/k0Ucf5cUXXzwid/iBldizNS75tTRhBaWLSE8s62++V9Vk4JUwZZ0PbFHVJV4xCe8B/wGuArwj+P9oX3PCGautM+fz3wJw1klReKqC4DfuJwqDLKBHLEyRWd0GsvGz16itPoQrKdlTRgBZSTkFVJY2knTRPU+v+2hSFQTyskVCRDFYoXiHYmxcuYdsLUab2opIGJ6yypUlZJ1zvE952TvzyR4zEnG5EFEGvXGPx9th+QX3RKuuoQ0yd+5cfvGLX3D33Xczfvz4llanRWmtaRNakpANKhFJB2YAN6rqfkf5nVjLgi+EISsVa/nOx5due70u9ddPVT8REUTklFDGKS8vD9rmwIEDoYhqFcx818qPM3nCP62C+i9d8byPE58ygKzMhAYDx23su3NPecjDS77XvVugYwz1SiodzKDyMRoUy1/q/ls/r0T6DTmO5IotZOYOaJDRiK5ZWV3YnBJHXmociC3MhY/h5PO129j8A9QFK2+0jY2357xRg8pxn5fgePs6jIiA5kSgzz9pTH/139dx39DXq22gPhK4T30XR3meK8FWw6ttIMPJW6bg08f6l1MOH4Qu/fsQT5JdrtTsP0Dlrkq6//IEXCQhqFMcLuD0N//sMf4bpwVOtxAqbemzKBpa8zyLi4vZvXs3J5xwAi6X5xtz8+bNTJ48mUmTJnHTTTcF/X5pzfOMFkWobQMeo3ARkTSgUlXrRKQfMACYparVofQPyaCyU7jPAF5Q1ZmO8onAOOAMVQ0ngKI3UAS4vVOFwCIROU5Vtwfpex+WMRY0nXZGRkZIyoTarrWwd89h60G9cRTYoGpIsCkgwu59VR5tPZJ5BvBQue89ZOH5JeydyDOoQeUKwXCz+x5I6ciOxZ/TM693Q71XH4/xUxPYvnsvqdu2k5TToUHHgIahr24++oRpUHk8nwGSnDYqKwSDCmBndRXehBwz5dco8v6rQWUGNaj81Ac0qAKUexw9421QeekmXial/R/oUScCVVtL2ba3lOTMeKwTK6z63e9+Qk3PHHanABz2NajcRpnj78nzHvDwYC0+tyG4PRza2mdRpLTWec6bN49bb72V3r1787Of/YxJkyaRl5dHRUUFJ510Ej179uSpp54KWV5rnWcsaKG0CU3Nx8ApIpIDfAB8DVwCXBFK51B2+QlWRPxKVX3YUT4aKwj9fFU9GI7GqrpMVQtUtaeq9sQKOD8mBGMKVZ0N5ABDwxmzPfH+x3fy/se+uXSipdEUB+G+dwLIiCSuJ7vH0ezftIq6uhpfOQF0S87rzKFS/1uaA6VJiCrmKJBeEcrz0cVblp/UCCHrH4VeDYNF2T+WRHjUzeG1m0nu6xn6qdU1lM1eSM6Y6OJXj3nnt/VXJFRVVbFz505Wr17N/Pnzj9wEks3MRRddRH5+PtOmTWPp0qX07t2bCRMmUFRURFJSEl9++WVLq9gqUIXaOlezX82A2PbMRcDfVPVCYFConUPxUJ0ETACWichiu+w3wFQgCZhje5m+VNWfi0gX4ClVHQsgIi8Bo7AynG4G7lbVaLcs3kcT5ZE40ojFLjhn/5guq9uy4tMySc7pSMWWNWR295f01peU/C5U7t5KVt8hPvJiqVss5xuz18JNu/wBGTsOrd1Cch/PBLAVC1aR2CWPpO4diYXVKKKMmHUnLodnzM2C0Q2Z3IuLi3n88cd57bXXKCsro6qqiuzsbOLi4tixYwfXXHMN//rXv6LWx9A4RUVFFBUVUVlZyXPPPUdpaSm/+c1vKC0tZdu2bSQmJra0iq2EkNMYtDVERL6H5ZG62i4LOTQqaENV/RT/H83vBGi/FRjruL8shDF6BqmfC8x13L8VQKcjivfnWeeVnXHan0Pv1LBuEf6AjSzfRUSQpT4nWT0HU1ayLKhB5fbSJOd3oWz1ougMH4desTR2Go23CqRD/X2IqRFCkRVO31ZIJEHo9X2ra6j8dh0ZPz3Po7xs1gKyzw0tRYevPtj6BG/rEuWE9+6gYvU2Bsyr4OOPP+bmm2/m008/pUOHDqSlpVFcXMz555/PZZddxoMPPhiRTobwGT9+PNOnT+fss88mPz+fhx56iP/85z906NAheOcjBIV2GUMF3IiVAup1VV0uIr2wkoKGhDl6ph3wwUd3AHDG6WEYVmHQFF6nsJf9igaz+s2/oSfXIXENb+RAhk5yfmcOfR5mFuMYe51i7nEKlTZqIDUXWlfHzr/PJKFzPsn9uteXHy7ZTvXOvaQf17/Jddi/9Du2vPQ5hzbtpuKHI+n11BV8mlTJ2+v+AevgzurTmDhxIvfffz+TJ08OLtAQMy688EKmTJlSf5+RkUGHDh3YuHEjvXr1akHNWhHa8AOiPSAidwDvquo8YJ673M5fdX2ocoxBZQAcsVNEaQg0tqsvUgSSsvKJT0nnwM6NpHUpCqpbUnY+1QfLqa06RFyilW4hYBB6lLp5yIjquXPIam7P1BFihKkqu59/l5q9++ly50QP47zs3flknX0sEhfXiITox9/64qeUvreUwgknk3/6IFwJcbhEEVVUlW2vfcUPZjzOgLvON8ZUC/Ddd99RVFTkUTZo0CBWrFhhDCobBWpbYWLPKNgA3CAiQ7FyXs4CZqvq3nCEGIOqHfHBh5an6vSz7g/aNqbek2iCuQPIA1+Zmd36U7652DKogolwxZGc25HK3dtCMsCi1a3FZTnkNQWtKudUFIcw73v3Sw4uXUfhvdfgSkyoF1ZbUUnFF8vpOTX89AehLj3WHa6m5NF3OLxtL0c9ehWJuekefbS6ljWPzuLghl0MnXoFqR0zGPXBLR5tPjr9obD1M4THnDlzOPPMMz3K3AbVuHHjWkir1oZQW9caPgxig6q+DLwMICLDgdHATBGJA97H8l4tCCbHGFRHKGF9QcY6dsqWEUrslJODOzfRYcj3feT46GZfyfnWTr9QDDB/Mhv1GIUjBz86hiwjsGcqqMc91Jip9vO52Ch1hw6zd8Zcut77E+LSUzzq9n+0iLRj+hGfnd4kY1fvqWDtH2aQ1CmLAVOuID7Z86O3ancFqx//gjpXDUP/ehlxyQ3GnhuXKGd8dFN92gaAOaMeaRJ9j2TmzJnDAw884FE2aNAgPvnkkxbSqHWireLXVexR1W+Ab4A/i0gm1vF41wDGoDoS+XDO7Zx29pTgDQPRhDv2IpVZfWAflXu2ktl9QMgesZT8LqEdQdOavU5hjmsITPncb0gZ2JPELvke5arKvve+ouP1P2yScStLdrLunlfJP2swXa44GWtXdINRVFG8jdX3vs7QS08j//x+xIX4Q8Ulyjnzbqw3sGad+mgTaH9ksWTJEjZt2sT3vvc9j/JevXrxzDPPtIxSrRB32oT2hu2ROhfoicM+UlXvU1v8YgyqdspHs61zqkeNDtGwsnNGRUwMY6f8xSPt3bCEzB5HIfGh/8sm53embI2V6cOZCb5JY6diJas5dvP5a+dd5u7UKg4+disXmS6VK9aTfsJRPuV6uJqaPeU+OamCEcpSX/WeCtb+7hUKfzyKvNOP9tkBWPrhCkqe+IDeN55DpxMHs0cqiXR+Yz6+oT49A8D/Tp0akZwjmbvuuovbb7+dpKQkj/KdO3fSqVOnFtKqddKegtIdvA0cApZhnScMYbwhjUFliJwYeWP8HZPjTdnaxXQccWbgBj4yIalDFw7t3oZSRwg5bBuntXqxQpARneHYfj41a0rLSOiY679S8PEcRUtddS3r/zyTvLOHknf60R51qsrm5z5h90fLGTTlUtJ75cc0WapLlPM+uc5jefDNkx+L3QDtkPnz5/PNN98wffp0n7r169ebgHQHilDXDj1UQKGqDgnezD/t8hkxNDD33V8z991fB2/o7+dGoGznrihzT3nJC0ZVxV4O7dtFemE/v3J8MpPbMuNT0nAlJlO9L8SNGl4yPGSHi6NPVBnnvWUEGzNUD5Y/b1VrXjaMgbGhlVW4UpKCNwxCnYaW1HDLU+8Tl5ZM58t9jx7d+vIX7P1iDUdPvYrUoujyG4Wii0uUCz/7Py787P+iGqs9c++993LXXXeRnJzsU2cMKl+0Ba5mYJaI+JwxHCrGQ2XwoTXFTgHsXbeE7J5H47KX+8KRld6tL/vWLiH/2NObRLcmkRXqeEHGMp4pT1ypydQdOOS/MsbT3f3+UsoXrWfAoz9GXJ6er53/W8Su2UsZ9JcrSchKje3AQXCJ8sPPf1m/NOj2YL3yvSeaVY/WRk1NDXPnzuWll17yW79+/XrGjx/fzFq1YhS0He3yc/Al8LqIuIBqrE9ZVdXMUDobD9URwtxZt/Hsk1cHbxgJMTqzL5C3qWzdYrL7DItItbzhp7B78aeo1sZUt1h4nQJ72Rxb6UPVNVLPVIh9ozrnsJXgSk+h9kClT7kkxiOJ8dTs2R+Tcar3lLPlqfcpuuti4tI8vR17Pl7J1pc+Y8B9l5CY1zQ7CkPFbUy5pI7Lvvwpl30ZUtxtu6S4uJiuXbuSmen/e9N4qHxRlWa/moGHgO8BqaqaqaoZoRpTYDxUhkhoxtipw/t3U7V/D+ld+4QoEw/DIaVjNxIycti/dhlZ/cM0ymIRcO5HXiyC4RujXXmmYujrtzxUfgwql4uUQT2pXFFCwimDA6sS4tEyu96YT+6oo0jp3gGn8vsWrWfj47Pp/6dLSe6SE8kUPHAv9bli9Jq5RLli/k98vFcAzx4X7fGrrZuFCxdyzDHH+K2rrq5m69atdO/e3W/9kYgCde3TQ7UG+FY1spD7oB4qEekmIh+JyEoRWS4iN9jlD4rIKhFZKiKvi0h2gP6jRaRYRNaKyO2O8jNEZJGILBaRT0Wkj12eLiJviciH9kHLiMiPRaRORIY4+n8rIj0jmfSRzLz/3ca8/93WaBtRr+/VKGKnGvXsBOuryvav3yO773DE5cheHSR2ypu8Y05l96KPg+oWjQfLqZvTcIrUixWWZyrS2KoQlw3bumfKjSstJeCSX8pRPTm4vCTqMWrKK9kzezEFP/Tcdl+xagsbHniLPr+9iNReHaMepzlxSR2TvprEpK8mtbQqTcaiRYsYMWKE37rvvvuOLl26kJCQ0MxatWLsJb/mvpqBbcBcEblDRG5yX6F2DsVDVQPcrKqLRCQDWCgic4A5wB2qWiMiU7AOFPSIfrZzOvwdKzHWZuArEXlLVVcA/wAuUNWVIvJL4LfAj4ErgX8C32GdoeM2wjYDdwKXhDo5Q/MTywzspcs/5eDuLfS96PqGQPYIyOx9NNs/fosD2zeS2rlHbIOvmyt26kjzTDUBcWn+PVQAqUcVse+9oHn7grL7v1+R9b3+JHZoWCXQOmXDQ/+lx3VjyDi6W9RjtBRxolzz9Y9xobikrr78iRHPt6BWsWHJkiWMGTPGb51Z7gtA+/zI2GBfifYVFkENKlXdhmW1oarlIrIS6Kqqsx3NvgQu9tP9OGCtfcAgIvIycAGwAuvlcH/qZAHuDIxxWPkf6vD8GvkvcKqI9FfV4tCmZwjEvLdvBeDUC8I/xb7BaJKG+yi+zP3lnarYuo7tC+fQ96IbiEsIf2eW89w+iYsjb/gp7Fn4ManjJkSmn7fhFINlO995q2d5MBmheKbCKXfQ4l6pJsh/5UpPoXZfhd+6xO4F1O4/SM2e/cTneoZMhHq0TG1lFaX//Zq+D070KN+/cD1xyQlkn9gvQM/wiPVSX7T8fKH1nmrLhlVBQQE7d+70W2cMKn80m8eoWVHV30fTP6wYKnuJbTgw36tqMvCKny5dgU2O+83A8fbja4B3RKQS2A+cYJe/ALwEJAPOb7864AHgN4DnJ5ahzaEiAb/Yqyr2suH95+l+xhUkZeaFKM9+EMDQyBl8PLvmz6G6vIyETL+r0w20ptipEPsY71RwXGkpVG/d5bfOHUd1cPlGMhuJo2qMynXbSOqSS1LXPJw/33e99RUF5x9r57lqn7hE+eWiK4mjIdDdzaPD/e+ca02MGDGCRYsWMWGC7w8uY1D5QWmuIPE2RcgGlYikAzOAG1V1v6P8TqxlwRf8dfNT5v6k+RUwVlXni8itwMPANapaBvj3vcKLwJ0iUhSKzuXl5UHbHDhwIBRR7QJ/c/3ff34OwJXXTmuIj6o3ADyDxjXOXe5u5+uhUm/jIcBfp0Hl9CbV1daw8fNZDBl1PrkDjvbq4/jbiPyc5Hgfb3RtgnKwew9ypYak1ATPPjSus9/x8GrjFVvmz2vnLT+gh8qPfH/3eY6s8R6fbWF7pjSENoFlqZf+wZ4rj+Vb7z7eXUXJcyVYKtYXevbx8RyJd731OKtHd/Yt/Y4CSXKo0tA3+fjhVG/ZTT52vXrKc7d193Wpp4ykCkga2Jd8Ta4P7K7avpecgy76fX8EonH1qrm9S+KYQ5YmedQ1ZD33PtPPU4ZLtP458A4or9dVvMvVt8xbhnu+tnEU5x7XoY+7zltnp+w7v7J2D94+wDrYuTV+5g4bNozPP//c73dGaWkpI0aMCOn7xElrnGdMMQaVDyEZVCKSgGVMvaCqMx3lE4FxwBkBouI3A86ggUJgq4h0AIaqqtvT9QrwbjA97Hith/CK1QpERkZGKM1CbtceCDTXN5+9gZMv+ot1U28kOAwmHAZVveHVUO9rjAW7F586Rflu3ivUVVeT3m04pQerA8sKIn+X3dd9v3Xem9TGp5Oekc/+Ss+6wAaO73j1bVwB+hC6jg2y/Cz1hWgU7aipDtomYLkfz1TIn5HhGFR+6oMaVF71O7QquEFVb/97zsv+L0V75LJx6Qpq9+4mISfdp21l5zR2vTOXuktPxPOlCGBQeRkiOzdsRBNqSZRD9XWb3/yYuCEF7EmsBqrr5+VjxIgiquxxVfoYJ94Go7ch5BJt1KDx+9fDoApmFLkNKm9Dz7evt4eqvlyUP6yfDEBKVSa/H9m6dg0ee+yxfPjhh6SlpeFyef46Wrx4MT//+c8j+p5o198t7dCxLSK5qron0v5BDSqx/NRPAytV9WFH+Wgsw+b7qnowQPevgL62R2kLcClwObAXyBKRfqq6GitofWWIOj8D3Aa04//UNkaEP1S8DYzS5Z9zcNcmKwjdFaZQh7dLnToJHNz+HftXfkPvSbdGrF80sVNBPVOhEErbsD1TDURiSLU1JD6elMG9OLhkDVmjhvvUJxTkUL2zLGL5VTv3kTrA9zzA2oOHI5bZGqlDPIyqcHGJcvvSi4mjYVnwviEzG+nR9OTm5pKXl0dxcTEDBw70qDNLfn5QoB3GUAHzRWQx8G9gVrjpE0LZBH8SVizT6XaKg8UiMhZ4DMuomWOXPQEgIl1E5B2wPErAtcB7WAbTdFVdbpf/BJghIkts+SF926lqFTAVKAhnoobgfDrzFj6deUuTjqEifuOnKratZ/vC9+h1zqTQgtBtD1Cwbf1aW8vW2a/QcdR5xKcGSaQoXlc0RCMnRAMo8tQO3nkxWgHNdLZE6vB+HPxmtd+6uKw0tKqausrDEalStbOMxI5ZHmWdLz+ZvZ+s5OC67RFItGjGpIYtgkuUu5ZdyD3fXlB/tQTjx4/nkUce8Sjbu3cvdXV15OYGOAPyCEa1+a9moB/wJJZNslZE/iQiIe8mCWWX36f4/4h/J0D7rcBYx/07/tqq6uvA66EoqarPYHmm3PdTsYwqQwvg/gplwdkAACAASURBVC729xkfiTemqqKMkvefo8dpl5GUld8QORIDz07pwrnEp2aSNXBE40t6YdLoUl+k+OsbjecoxL6RZmJvi9/xqcP6sfv599DaWiQuzqNOREjokE31jr0k9ewUtuz4zDQOrd9B5vBejrJUulw1io2Pz2bAgxOQuDb4pDUzLpR7vz2fOEdg+51H/bfJx7399tvp378/N910EwMGDABg3759pKSkNPnYbZJ26KGyPVJzsBxFpwH/AX5pO35uV9UvGutvjp4x+PDpjFv4dEbTeqrc1FYdYsOcZ8g/+hQyegyM/jgXB4f37qL067l0Puti+zy1GBAj3SxZlqcoHG9Tu/NMNTPxORnEF+RwqHiT3/qEjpEv+3W89BR2vf6lzxJf3tlDoU7Z/f6yiOS2FmpVqG0BK9oldTywYkz91VTk5ORw2223cccdd9SX9ejRg7S0NJYta9uvXcxRkLrmv5oaEckTkRtE5GvgFuA6IB+4GWtTXKMYg8oQkM9evZnPXr25SWSrQNWBvax+62+k5hfScbifw4tDwb30h2fslKJs/eA18o87ncTs0FIvOHXzzu4eiSHVaJb4YLJCHc9fO++yAIZUSMZZAD1i9r3aAqnYUwZ059D6LX7r4gtyqNqxNyK5yT06kD6siF1vemaVEZfQ/f/OYfO0D9k1eylaG9o3Qx1CXVsOWmsCXFLHX1ae43HFkmuvvZaFCxfy+eefA5bXcty4cfz3v03vIWtbOD7QmvNqer7Ayo/5A1U9V1VnqmqNqn4NBD1B3BhUhmbBI3ZK4OCuTax+Yyq5/UZSeMoPw8vRE8L7q2z5V9QeOkjeiFNDktcqYqcaoQXsjtBpY54vV0oSeqjKb11CQTY1UQSmd7zsVErf/opDm3d7lKf16USfe35E6ewlLL92GmUL1hHhcWEGB3Eoj6w8m0dXnVl/RUNycjL33nsvt912W/3rM27cON5+++1YqNu+qGuBq+n5rar+QVU3uwtE5EcAqjolWGdjUBmC8vn0m/l8eiOeqsa+F/wYF2Ul37Ju1pMUnnQhHYeO8jGmovLsAIf2bGf7x2/T9ZxL688AVG+jKcIfPYF0iW4pzlNWa/dMeaQ8iNCQakkbTJISqfM2qGwXp7XTLzIPFUBSl1wKfngia25/nuXXPM53j82i7PNiaioOkT6gKwMevJKuE7/Pxqc+ZOWvX6KieJuPjDqV+mzorYE6dVEX7iGeTUQwXeKo47FVp/PYqgg93sCECRPYt29fvRF16qmnsmLFioCZ1I9YtAWupud2P2V3+CnzS1iZ0g2GaFBVdn77MTuXfkSv0T8hrVN30MiCzQNRXbGPrXNn0vnMi0nu2DU2nqJYe5zCOGKmFX2vthskKQHdvc9vXbQGFUDBD79Hxx8ez6GNuyj/Zj2ls76h5KG3SemRT+cffY+cE/uRe1wvds1eSvHvZ5JxVCE9J58CnTtHNa6hAZco/yz+PoBHcPs1/T4J2jcuLo7777+fW2+9lbFjx5KUlMR5553Hgw8+yIMPhn9UV7tEQdpRULqIjMHaTNdVRJwb3jKxEpeHROv42WFoE3zx0s188VJkMVVaV8umz2eyu3g+/S64nrSO3a2KKL06ztipuprDbHzzabIGDCer/9DwZQXyjEVARB62aGKrmtMz5R4jVN1aGVUbtpHQtYPfung7KF1raqMaQ0RI6VlAx4uOp88fLmXYSzfQ+bKT2Pj4bHa8+RUS56JgzDCGTfsJaUUdWHr9f9j84pdUlwVK6df8tCZPWS1CbZT/XC6UaatPZtrqk4O2HTt2LAUFBTz77LMA/PWvf+XVV19lxowZUenQrmiFHioR6SYiH4nIShFZLiI32OW5IjJHRNbYf3O8um4FvgYOAQsd11tAyIF6xkNlaHJqqw6x/qPnUVX6XXAdcYkRbkO2P0/9pmvQOjbPepHkvE7kDj6BXYf9/KgQYu4R89YtVjJbyfdY06C0mOGltbUcWFRM7iXWkpD3wcdxqckkds7j0JrNpA7sEbNxXYnxZI/sQ+pDV7L6rulUl5bTbfIo4pIT6Xr5iXQ6dyjV/13Noqun0eWiEXS5aAQu9xFJhpgSJ3U8u+ZEXHhmgAe4vI+1oUBEuOeee7j++uu5+uqryc/PZ8aMGYwePZpBgwb5JP88EmmlYZM1wM2qukhEMoCFIjIH+DHwgareLyK3Yy3t1Z+4oqpLgCUi8oKdJzMijIfKEDZfvHgzX7zo31Pl7RypqthL8f8eIzE9hz7nXNOoMRVN7NSOT9+hprKCLmeNt2Ky/MkguJxQdfMpj4RwguEb80wFiWmKuWfK5+y8ALq1Qg4Vf0d8fjYJ+YEPyE4d0psDS9c3yfhJHbMZ+NAEyldsYd0Db1NXZX12J2SnUnj59xj86JUc2LCLRZOeZvusZSZwvRmJo45X1o7klbUjATj55JPZtGkT27dbSVlHjBjBlClTuOiii8I+169d0gp3+anqNlVdZD8ux0oo3hW4AHjWbvYs8ANnPxGZbj/8RkSWOq5lIrI01KfEGFSGJqNixwZWvf03cvuMoNtJF9cHiLsJN9g8EHuXL2Df6iV0P38SkhAfO+9OlLr56BFi3qmQ9G8NRkyg8VuDbgE48NVK0o4d0Gib1KG9ObhkXZPpEJ+RwsA/X8KB9TsoW7jBoy6law4Dfns+A37/Aza9+CVli75rMj3aCs0dEO+SOmauG85bG0cy4DhlyovH8+b6YQBMnjyZU045hUmTJh3Zxq7SUrv88uX/2Tvv8KiK9Y9/Zje9F1LoAQEpoTdBQTqCoIBiV/yJHQUR7gX1qlfFgiKgoNeCXutVUFFRVEAEBASUICX0ACFASEJoSUjfnd8fW3J29+zu2c2mEPJ9nvPsnpl5Z+ZsNud89zvvvK8QWxXH/c6mKIRIAroCW4AEKeVJMJEuHDOtTDG/jgJGKw7LuSbUE6p6eI3Nnz3O5s8edygvOp/Dod8+5tDaT2nWZyyJHQd6FhbBHUTFkvqF42lkrf+R5mPvdZ9aRqWfqvCdUipilSaMWm29VaYsY7izdbYtz5PrquHYD1JKE6Hq2c5lKougts0oOZqN4UJx1U1GCMpOFxDerhGAg69S+OUNaXJzL07+sL3q5uAE9fGvKtD5qjB2bMxHh5EfDnfih8OdWLBgARkZGZe8g7rlllCdB5ArpeyhON5TnZsQYcA3wGNSyjx312IhW0AucExKeRQIBDpj8q/SBLeEyoWT12tCiH1mWexbIYSqhi6EuEYIsV8IkWZeu7SUf24uTxVCfCiE8DeX64QQnwgh/hBCdDCXDRBCSCHEaIX9j0KIAVovtB5Vj9LC86T/8RX7fl5ISIOmJN8wk6ikjpXv2AnRKTl3imPLP6XpyNsJik1w242vFDG1ufmiz8oszfkKPg3/UMtQvC8dhCCgmevvii7An4DGDSjNzK2yueTtzCC4eRz+UaFO28QPbsf5HccoOVW/vFRT6NAzjP3bLtiUrTzRk0nzzvPKnKeY/XlzVhxpz4oj7WtohjWIWhqHyswlvgE+l1Jasm5nCyEamusbAs5iYPwOBAkhGgOrgf9DkfbOHbQoVBYnr3bAFcAkIUR7TPlukqWUnYADqMRqEELogbeAEUB74FazLcDnQFugIxAM3GsuH4ZJohuLKdy7BceBp7ReWD2qD7+8+X8cS/mR1GVz0AcG03HsTBp2GoTeL0Dz7gzAI98pQ3EhR7/7gPg+wwlrfrn7PirxoPeV75TqnCq7bKaiHHmkTLklcJVQpmoRwTLkF3LqrW+IvWskWm57+rBgjAVVp1Cd3XSQ6D6tXCY+1gcHEDeoLSd/0uzCUSnUpl19AAapw1DD8a8SmgWQk1lGmUFgVHxv4hr58495jZk99QSnMsvQIVl15NJxVBfmsAnVfbidl2kp5ANgr5RyrqJqGTDB/H4C8L3TS5OyEBgHLJBSjsXEXTTB7bfVmZOXlHKlwht+M9BExbwXkCalPCylLAW+xOQchpTyJ2kG8KfCXk8FH1V+gjuA80KIoVovrh5Vi6KiIl599VXatGnDqD6XkX5oP027j8IvMKRKx5UGAxk/fkx40uXEdOlb6WU6B/hKdbL24YSUmOErZaoy118tylQNRfOURiM5b39NaO8OhPbQ9tDThQRhKKwaQiWl5Ozmg0Rf0dpt24aju3Dyp10YKxnGoR7eITBIR3iknrM5ZQ51nfuGMe6eWGZNOk5piRG9MPJb+uWsS2/DuvQ2/HWi6vIO1grUwrAJwJXAncAgIcR28zESeAUYKoQ4CAw1n6tBCCH6ALcDy81lmqMheBQ2wc7JS4l7gMUqJo0BZRbS40Bvuz79MX0AFqewFZgyPN8F2DuczTIfqzyZdz3cY//+/UyfPp2jR4/alNv7PinPT548yVVXXcX69eut2dmrAsowB1JKTqz5Bp2fP4lXX+9dh0r/JrXzmurLrk/XbdTvMN76TKn3762thjbViPM/bsBYUETMrcM02+jDgjAWFFXJfAoPZqEPCiC4qfsck6FJDQhuHM3pjWnED2hTJfOpbbD4b+mqKTS2KxikIL5JANnHS2nQMMCh/sb7Y9j7dyFL3jvDhMkxNnU6jKxPb2UTWLRv86rZPVoTqI5kxZ5CSrkB53egwRq6mIJpte1bKeVuIURLYI3W8TUTKmdOXkKIpzAtC36uZqZSZv9f8jbwu5RyPYBZ9bpFbQ5SyvVCCIQQ/bTMWcvW1gsXLrhtU1fg7Fo3bNjAjBkzeOCBB+jd28R3ne1gUZaHhobSrJkpQKfls1694D4Axj/1kamRhWDoTG9syJEO2zb2ZMSuHgFndv9JNCU0GX8Pev9AVUITHeSnTnCckR77V1TaObNBvdx2PNNnZv3k3JEv4eS97YjE+tn9+2olMs7mbtNGA6HycjxlmbT7jCzlVhMhidX5Yxu7yq6tQxiHivrSI5kY/j7CZdP+D71fiINNxZ/Ctg99TAP8A8OIItA6nsDWRiftbSvqdQ420jq18t25tB1+BdGGYHSWeQiIkgE2c7PUdb6xP7kbDxHdr7O5HJt6nZAVNtjaWucq7Mul9T12bRz6ssxdWOI2OZbpnIyvLLfEfQosD3XS1vYJbanXC1kxtt3nqcfW1jKGTkiFvdGmv4o5GW2uV1iddCRKh522yaUUZIVAcSTS3Ic09ykxcvtDkXzwSjaG++JMf0hLm5Jom7Z6YOP+K2y+rx0b/spFiZoRm6scUsrfMflRWc4PA5O12msiVE6cvBBCTMC0rXCwVH8CHweaKs6boPCYF0I8C8QBD2idMPAiJl8qt8G3wsPDNXWotV1dgNq1njx5ks6dOzNp0iSfjXO6wCSRW0mSzvZJKXUqhMp8bk+oLOd5h3dzYvX3tLxlMmfKdVBepmorBZwqLrPtWwOhcji3J3QqbVz2Ze1HurbBttxlmd1dLKfc9nN2CSdtHHbzabXVMn+1PlU/T3uSZFueLUvdEyrrV8x0bjhfwIk5HxB33xhORwaCLLXaWgmOnQ2Asayc9J830OyliZRS4kiKzO3sCYhQkCNn5EQI2LdyC80fuYbTumKbdkJKzuiKHAhVTt5pzpScI15fZFOufHVLaNQIjgOhckeOKgJh6uyJjCUwqrNyIW3ITlFAHnrs2zgjVMaKse36N9qdK/u0vMdKfqTNOXaESlrPbT2g/cJPc+TIaXoHlVlJl1AQuJadJCdPnuDQISNtkoOsc5QY0QflWK9Lb/d56jFy8GwHa3nnZsrFnIsAtVChqiyEEG2A6UASCn4kpdSUHNItoXLm5CWEuAZTpNGrzU5cavgLaC2EaAGcwKQ83Wa2vxdTSPfBUkrNfxop5UohxAtAI6029XCNLl26MG/ePJ/2+deHpnAKPSbOddNSG4pOneD4qi9Juv5eAiJinJOSysCZUuVtX5X5CVcNy2bVsyxZM5BGIzlvLSHsqq6EdLncvYECF7bsITApgYCG7pfkPMX5rYcwlpQR1lb77evstqNEd2vm87kYpXAgVTUJiwO6PbGqCRjMv+b0GIlvHMC+lAKnbYUQDBgVwZpl+bRJDvJqPJ2Q7DrWxEquANo3PeFVX9WFWvTV8SW+At4BFgEeOy5q2ULhzMlrIRAOrDKXvQMghGgkhPgJrMt3j2Dyi9oLLJFS7jb3+w6QAGwy2z/jwbxfRN0Jvh5eoEOHDqSlpVFU5Hufka0fPM7WDxxjVXmCsgt5HF32IY0GjiO4YXPvyYZZNfJJ3Kkq6Mt1G3WN3WehFlzt5vNF/5608wHOfbcWyg1Ejx/sNN6UM5xfuZXIYT18PidjmYGMd3+l6f1DEHptu9eklJz9O4Pobs19Ph9wjH9VD0fENw0g50SpyzYDRkewdnk+RqNvWIYeyf5jjdh/rBbrBrIGjqpHuZTyP1LKP6WUKZZDq7FbhcqFk9dPTtpnYsrabDn/Sa2tlFKz/5aUci2wVnG+zMmc6uEFAgMD6dixIxs3bmTIkCE1PR0bGMtKObrsA6KTexN5eVeP7Z35PNVIPxXuFe7b+QJOxvOZMuXsejT8dJWi6n7hGotKOL98PU1en4rQ690bKFB6/BSlmbmE9fT9JoucH7YSkBBFZK9Wmm0K03PRBwcQlBhJdT1R6mGL+CYB5BxzTahaXB5ISJiO3SnFdOnpnUrlDPuPNbL6zSkVrJZNTjqxqAbUUR8q4AchxMPAt0CJpVBKeUaLcX2k9HoAMH78eBYvVtuo6RukvD+VlPen2pRp2UWfuX4ZAZGxxPdyEi3DiVLklRrirC8vodqPp/27UKY0q0Ju23ipTGnuX71dVYkjxQczCGjeCL+oCI85yPlVW4kY1A3h5xkRc4eSMxc4uWSTSZ3yIGvAuW0ZVbPcV4t+j9a2+Ff2qW4aNAzgbG455WWuv0yDRoez5ge3Qbl9Ah2QfrxhtYzlFLU0sGclMQH4B/AHkGI+tmo1ridU9QDg5ptvZunSpZSWuv4lVp0oOHaQ/CO7aTxovMNDyBeBNX1CnJwSOi9+vmmYR2WW+Cq1PGhfrtpG28/Wqn52Fu9LJ6htksd2pZm55K/fQeRQ3y/3ZX68ltghnTSFSrCgvLCUrF92EdMjyefzqYd2+PkLouP8OJXp+t7YvV8ou/6qmlAbatALOHaiIZknGpF5ohFZiqOqITD59lf3UdWQUrZQOVpqta8nVPUAoFmzZrRr145ff63abbwp700l5b2pbtsZy0o4vnoJjQfeiD4o2PsBfaA0qfVX5WnpqiMIZlWPUY0+U0oU70snuF0Lj2xkWTlZb3xNzPiB+MepZtHyGhf2Z3J+6yEa3nqlZhtjaTl7nv2OiPaNiL1S+xLhxQQDOqvzd22Aq/nENwkg57hrQqXTg07vmy+8AYHBy38evRCcymzM6cwm1sPnkBW3j+o8qhpCiBAhxL+EEO+Zz1sLIUZpta893+Z61DgGDhzIli32MVurBtvecU2qsjb9REjDJCJadtDWoR1x8mXk7ypTsZyMp4ZapUzZt/NAmXIMFeHbO6WxtIzS9EwCWnm2THZ68W/4RYcReU0vn80FwGiAY++spPGEAehDtfnWSIOR/S/9gH9EMK0me7ZE6HY+tWx57WJBggZCZSiTeOiyVy3QIziX2ZS8zGbWwyeom0t+/wVKgb7m8+OYgolrQj2hqocVycnJpKam1twEzDs5Ss7ncnb/Nhr1H1M941aB6lQpElYblCkfEMiaQNnxbPwSYtAFBWq2Kdx1iLzfdxD/0FifkheAM2t2gZTEDOmkqb00StJe/wVjqYHLZ47UvBuwHlWLhKYBZLtxTDcYTMuDtR16IbhwsjlFJ1tQdNIzJVeJuqhQAZdJKV8FygCklEV4cDfzKPVMPeo2kpOTeeYZT6JXVA7b/mNSqbpOso2BlbtjPTEdeuMXHOqzsbREO/cIzvry5L9ew/iaCV5lnL69dT7XeK2aIrH74jkkAaHziBQZ8gvJfmspCZPG4hfpu++bUQoMhSVkfrSGlk/diNC5n5OhsIQD85dRerqADq+MR+fvO7nDokrVVNypvT9nsO2z/QAkxjUk69RJdHrBsKe60qhtRI3MyQKD+bPRu/hs4psEsG2d68wbhnKJvpJLfpZlPn0V7+jUmbUUHYKSky3Riwri7peY5r4DSZ0M7AmUCiGCMW9nEUJchmK3nzvUE6p6WFFQUIDRWLP/JYaSIs7t20rr2/5RuY58QZpU+qtyv6mqhJb+fUAyaxIiwA9jqWMiWzVIKcl55zvC+3YktLPv/ZSyF28gomsLQts2xt12w/zdx8n5OAX/5iG0/ucI9IH+bm0uFpQWlrF2znaGPdWVsLhgwnXR5BsT2b/yGH8vOUyjZ7rU9BTdQosPVXm5vCgUKlfQocOYpS1nZB0Nm/Bv4BegqRDic0xxOP9Pq3E9oaqHFW+++SYPPvhgtY/791smparLI/M4s/dPwpq1JSDMt47BmmB3L6yUkuVKEbvYlSnQ7DPl1tbHzx9dQABSI6HKX7uN8txzJD52k28nAZScOM2ZVdtp99Z9LttJg5HMJZvJ/n4rV8y4CUP3eMfchBc5tn9xkKY94rhskCkLWWhpGGEBgtCYAD654zdGPNkJnV/1L20arSqN+x+RCU20Lfl560NV0wqiN6gFAe19DnMmlhTgCkx3pylSylyt9vUL9PUA4MSJE/z8889MnDixxuYgpZHcXeuJ69K/egb0pe+UeZHfu0jpVb3brpb4TFXRdUopkOYPXQT6I0vcEyppMHD2m7XE3Xcdwt+3vyulhBOLVhF/Q1/8Y5znCTUUl7Lv6SWc/zud5IUTiOza3KfzgJp3Qi/OL+Xvzw7Q9yHHzSVRTUKJahxK+p+namBmniEmwZ8LeQZKipyziPJSic7v4lSoDNKIX2IausQD6BIPaDNyFs28Ko8qhhBitZTytJRyuZTyRyllrhBitVb7eoWqHhgMBu655x4mTZpEVFQNKENmLJk8imt+WkhIovnBYvkH8sU9Skl0vOjPXSJlX0JzomNnipoWW2/b+CrOlJM2lfUJF/7+mhSqC1v24BcbSVAr328pLztbQOGe4yQ9Od5pG0NxGQef/YrAhEhaPjbC9CC+eMQJzfj70/206N+QmCR1P6m2w5uwd8UJWvZNqOaZVShTFt8pvQulSqcTxDXyJ+dEKU1bqe/WPLyvhGYtA7ybi11y6YpEytiem9vrhWn3nm2Z5dzih2V3rvjnCm54xKt5WlCNTuLVAiFEEBACNBBCRFNxh4rAg7zBbhUqIURTIcQaIcReIcRuIcQUc/l487lRCOE0Ep4QYooQItXc9jG7ukeFEPvNda8qyl8TQmwVQlxtPk8SQkghxKOKNguFEHdrvdB6OMcLL7xASUkJzz77bI3OY8eOHXTt6nl6mSqHL/2wbEIQ1AJlCi5aZUp1qAA/ZFk50k0Cv3PL/yBqlPa4UJ7gwu4MQts3depUbigu4+C/vyIg3kSm6upOvsKzxexYkkbvB5Ktjt/2aDusCQfWZGIoqz3rRzphRI/5EBK9kOgwktA0gFPHS9Ar6nVIdEj0wsiOzYV06xOMDqPpEEZzW4keiU6YDmvfinLL+4oyE5mynmN6WOtFBZmylLmDEUlEowxCGx61Hr5AHQvs+QCmqOhtqYiQngJ8D7yltRMtClU5ME1KuU0IEQ6kCCFWAanAOOBdZ4ZCiGTgPqAXptgOvwghlkspDwohBgLXA52klCVCiHizjSWJVn/gI2Cd+TwHmCKEeFdKWXvCeV/k+OWXX3j//fdJSUnBz69mBcvt27fTuXNnlj5r8qnqPGWeGwsfwde+U+ZXT/upjLJTGVtNbXwZAV2lnVfKlIqCKXQ6hJ8eWVYOgerfZ2k0UnIkk5Curb0Y1MV0zB/Ahd0ZhCarx/oxlpSR9vzXBDQIp8VjIxE+CgTpME4t8Mk5te8s0c3DiWwUaiUlljlZiEV0YhBRjUPJ2n2GpG7RpnqLSiMs7Y0KxcasKjmcV/RtObfa2/fnRJlS9mWpq2hrJKGJPznHStAT6tCnocTA3h3FdOkZaC2T5nnqNChglYFSeYprdKJKxlBFHVKopJRvAG8IIR6VUi7wth8tyZFPAifN7/OFEHuBxlLKVYC7LcrtgM1SykJz23XAWOBV4CHgFSllibnvHLONHtOGTIntrfcUsBFTrp33NV5fPVwgIyODu+++myVLlpCYmFjT02HHjh3cd1+FE++ON0zEqtNUHxMrX+7YM98sPeqrNuzmg6rf0VeZ66yErQgw+1E5IVSGvAvoQoIQVfQD4kJqBtGPXqtal71sK7pAP1pMvdasTFXNd8HyEHf6qnjQ64TRoc7WxpaAmGztCYxjX406xpCbdt5EbgOce2vHtQon93C+lVDVVhjKnO/i2/N3MUmtAggN1+EunoDe7vO1qFCmMrs2Fhtrue0yX2LjTM8vxBeQddYpfYEQoi+QhIIfSSk/0WLv0R1FCJEEdAW0htNOBV4UQsQCRcBIKhINtgH6CSFeBIqB6VLKv6SUu4UQIcAGTEkKlXgF+FkI8aEn866HI0pKShg/fjzTpk2jf/9qcgJ3gx07dtCli/Mt1JZbWXX/MPJ5DCu1/t2hXplS6Uh9biLA4kelnrLIcDYfv2jnzuLeQghJSeYZynLzCGuVgBDSumNPh0RKyenVqSQ9eg16PwEo6oVEmM/tiY1wR46EVCFBzomU1caOFPkageEBxCSFk5V6hmbdYm3moMdoPY9rEcaZ9HxVZQosKo92ZcrShzfKlKVeqUxZ6o6lFTPypgjrEp9yPts3F9K9T5B1iQ/AoFDibOfu6C/ljkgBNG180uXnXe2oQwqVBUKIT4HLgO2AwVwsAd8SKiFEGPAN8JiUUlNKbSnlXiHEbGAVUADswLSEaBk7GtP2xJ7AEiFES2nCo076OyKE+BO4Tcv4+fmuA7EBXLhwQUtXdQLKa501axZt27blgQce0PQ5VTVKSkrw8/MjKirKYT4bn78XgDGzPwbMueWo8wAAIABJREFUGz4sdxwL0VE4E8QE+qnXa3Qst0s275pQWRQq7MsVba39ObkDeUl4Yv38bMmMswejva1Happ7W9V0Mlr6UitSsY3V+dvp1dLG2D7MgGzejAb44acLMNfbti0qgaDWl5EgKqKpC7u/jUAq5iZt2lj/rBKbcpBkrdxH8u3XEKcPNf2KV9gWpZ+iUUwczdu3Qm+0zKdiXpHSNB978oP1QYxtvaggXPaEyjpH+7Y2hMqOsGH7KqzKFA7lztUs2/KuAztQuMdIaMdwa1lweZgNobusTXN2r8wkpCzCdlzFZ+eggNmpQPbjKglVRZ3R5nqFtQ/L52z5o0gkFuXZvKQnDZQXFtC0eVOMxTrF99T0mrHfwNjbwykvDrL2ZiiNMfdq7sPu87VodjoFodIpvodNE3+3ucbacJ9Woi4qVEAPoL1054TpBJoIlRDCHxOZ+lxKudSTAaSUHwAfmPt5CVNuHMyvS80T/1OY/osaYFrac4WXgK+B3920Izxc269Qre3qAsLDw9m5cyeffPIJe/fuJSKiZqMUWxAeHo6fnx/Hjx8nOTlZtc2pQtPuLSlcECrz+SnLTi9FvT3BcbtzT1nujlDZz0fpsG3X1oLKKlNSQHa5Ykeb1ujjWgiWBlKkKc6Uk/6dKlNqthKyjaXuCZX5/OSZXMoKzhEYF6Iorng45+VkUXThPIISB1uhICTCjnBY5mxPRCyvJcdzSVu1mQ6LHuK0rsjUlgrboys24Z8cyzl9sYPqJIREL42c0xV5pExZxvBEmTK9uiJFjkt8ynKLE7V9ma2NqTysnZE/P95P+zsb2KhJxQHnrSpPYNMS9qSkMSKgqe34ijGMbpQpKzmy+i9JxRPflkhVECtHZcpSr7ery80s5czZTKLjg23nhpHiIiObfk/nX683JTBIZ52TURjwD8p2qUxZcHnTGlq6qwRq0D2vKpEKJGJ2c/IUWnb5CUyEaK+Ucq6nAyiczZthcmL/wlz1HTDIXNcGCADcBtCSUu4D9gCaM0DXwxavvPIKU6dOrdEQCWro168f69evd1q/c+5Uds51nVS52mDeuebL/H+Vgpa7m5Lkedy/e9vSzJMU7tjtZf/S9TUIsAajMc/FuqRmdy4C/JFl5QhhUadkRZ2AkOSWFKYexlhwwdHWcql2NkJUqDrC4TDV53y5nvgxvfALc8wjKA1GzqzbS4NBGpN91xE06dqAk6lnkCVl1s/PsvvNskOuQdMg8nOKMZSUWR3QLct8lvOK90brcqHNjjm7Pk3vjWZyZNqpV2Fr25dyJ5+STCmRkVZCs1bq+SFTU4pp3T6AkFBtuzUNCNo3PcHlTTOtx0UHSV1NjtwA2COEWCGEWGY5tBprUaiuBO4EdgkhtpvLngQCgQVAHLBcCLFdSjlcCNEIWCSlHGlu+43Zh6oMmCSlPGsu/xD4UAiRimkH4AQPZLYXgb81tq2HAocOHWLlypW88847VTZGWVkZR48epUWLFug9CB3cv39/Vq1axUMPPeSy3a7Xp9JxuslRvSrJjFKN8qXvlE99ptRISCV8miqTn68sI5PTHywmbMAVRN88ChHgrz6sJ9dvYThSOlWkHM4D/aGszHotFtJjeR8QF0HYFe05t3wTsbcO1jAZ9yg+eor8Hek0fWQEYKtMARiLipEGA8GNowCV5TYh0UkTGfBEmbLaeqBMWW28UKbA1qfJmTJlKQ8J0xN3WQQnU8/QsmeMtV+lH5IuAKKbBJOblk+T5EhVhcqZr1RVwTqeeQ7H0kpIah1go0yBaWnR4j9lPzcj0K1ZRpXOs6Zg/p1SF/Hvyhhr2eW3Aee36G9V2mdicj63nPdz0m8pcIeWSUop04FkxfkONKhr9XDEa6+9xoMPPlhlS325ubmMHTuW/fv3U1hYSOfOnenWrRsDBw5k3LhxLm379evH008/jZTSowS3Poevhnay1FftqMz1aCI/pusLbJWECArEkH+BrJffpsFDd+AfH6vJ1pcQOh3S4PqBGzO2Hxkz3yOkc0uC2zdHmC9UqJAwnZCUnjpP2cnThHZKUpAzc2elpWQuWknCuN74hQaYSVGFLUB5cSn6IH9VIgWWB7edU7qT14sNzXvFsX91ppVQqaHbdY356fX93PtBT3QepG9xFRpBi/O5pa3S1hJfSlmWcbCENh0DVdpK/t5UzIPTIwHo2SzdOrfa5vPkawjjxfl9dAUp5brK2NdHSr+EkJOTw+LFizlwQGNqAQ+xd+9eRo0axU033cS6devIy8tj+/btbNu2jUcffZT4+Hiuuuoqp/aXXXYZBoOB9PR0WrRo4XKsXXNMS3/J/6ymWFXOoNHR3aZOa5+ubNWWyHypTGlVyBTQN4hGFxRI1I0jKN61n+yX3iLmjrGE9Oho6tITB3obfylpXZZT1jmem17Lz+Wjjw618X2ybxuQGE3chOHkvPcj0mAkanBXIvolow8OQBqNCCnBUM6FnUc4t2YnxenZ6MOCCG6ZSJNHRuIXHoxOSMpO53N41lcENowm4fruVjJlT36MxWXoAtUVO0+h5gjuiTJlqfdGmbKUu1OmlIpS7zta8v6Nv9F1dGMadYgyL7EZbZSoq/8viX1rs9n0v3QG3NnMdl6KHYF6O0LjaiefN0TK0qf9st/RtFKGja34EWqQOvolpZGfn8/h/Q35vzHpBAer7yqtk1C6qNUBCCHyUd81ZNLHpdSkQNQTqksIH3/8MXfddRdxcXE+73vVqlXccccdzJ49m7vvvhuAqKgoBgwYwIABA4iLi2PatGls3rzZqfokhLD6UbkjVDUG8824VvhNuUNVz9GONAghCGyVRElaOuGD+xJwWTNy//M5xQcOEz3+WkRA9dxuDGfz8It2f/+LHNiFyAGdKT54nPO/ppD+j/eQBiNCJ0CnQ+gEwa0aEXttD8J7tkYgyfr4Nw5Mfp9mU6/DLySAw7O+Iu7abiTc1Ne6U0sJC5GTpSaFSl2ZwqxMebp8p0KoNBCpCht1IuVrhDUIYtj0Dnz39HbuX6weokXvp+OWlzuy4NYtJLYIoXXvGHTeZXHxKfRIjEZJ+sFSbhv8Nw0aNLCp37BhAz169Li0yJQFdUigklL6ZGdaPaG6RHD27FmWLl3KTz/95PO+9+zZw6233srSpUudxrS6/fbbeeONN1i8eDG33HKL07769+/P+vXrueuuuzSNnfqqSanqMMOsVPmSRKjt2PPI3kPypVWZ0miruY2yTy+UKaVtYOskSg6mE9a3O4FJTWj47GROf7CE0x99Rdz9tzqOZz+u2k4+gWm7vxtlCiExlpYhS8rQRwTb+E2p7eIDEDoIubwJoW0b2/RlcT63sRHQ+P5hRHZvScbr32EsM9B88khi+rZxamvd8VVShk6x5Ke2k095KG2dEamqgpagnVqUKahQfzqPasyeFSfY8P4Brr2/h9XZXNlvQvNgbnquHT/NS+P0iSIuvyKa9v1iaN8vmgaJATb9aYkx5Y0yZcGgpP0A/Pbbb0yfPp0reg1yIFMAa9asYeDAgW4/07qIuqRQ+Qr1fkiXCBYuXMjAgQNp1qyZT/uVUjJlyhSefvpplwFCdTodr7/+Ok888QTFxcVO2/Xr14/ff3cbEaP2QiiOmp5DlY6h/lD3b9aI0sPHTE0E6EODiRjeD8OZ8076sTtc7eTTAMOZPPRRYVXqgxfR4zLaLriPy+dOIKrv5ZpsjMVl6IN8s+RngQ0JMzt6K3fSWZbmnNVX7G6z1Nna2O+2s5aLih1x9rvtKtrY7rrz00muf6Yjfy4+yqkjBU6vqdPQBKYv7cUTP15B8sBY9m06y8vXb2XB/bs4k+n8vuELGBEMbbGXoS32snfvXkaPHs29997LE088wcqVK1VtNm3a5NKNoc5CVngdVOdR21GvUF0CuHDhAgsXLnR6U6gMvv/+ezIzM3n44Yfdtr366qvp3LkzCxYs4B//sA+Cb0JycjI5OTlkZ2eTkKA9A/3u2Wal6gkf+lRZ/oEVz2aXsaq8RR1QpizI/3UDwZ3a2lRLoxF0ukrfEV0pU5Z6w9k8/GIiHPymHJQpFfUJFHGNbBQqxzr/qGACo4JAxQFd6VhuXfIrLkUf7O8yxpSDQuViic/mVcUfSkuMKWe+UlWFqMQAhk9tw6o3DnLjG82sS3pq0c+j4/zpMzaRPmMToaycVR8e46UbtjHu8eb0H5+AXmevNtkrZEYbZSr3ZCl//HweXfZIdu/eTWlpKffffz933HEHISEh1jnm5OTw7LPP8vXXX/PEE0/w9ddfExioHi4B4PDhw7Ru7duckBcDBPUKlRrqFapLAIsWLeKqq66iZcuWPu23uLiYadOm8cYbb+Dvr+3X96uvvsqrr75Kbq56yDG9Xk/fvn3ZsGGDL6daeVTjTySvyVl1KVNOPofCbamUHc8i6vrBtg7oBqM5b52yH7vDjTJlG28Ka3wp+xhTxfuPEtgswTE+lWUooR5DyoKS47mcXLSCnCUbMBT4ThExFJehc5JbsLbBlTJlVac0KlPWc/MSX6+xjQkO92PNe2nopLYYUwEBMPrBJvzjk2TWL85i3sTdnDlRZBNjyhXKjfDRzFgKD/Wne/fuvPLKK7z88sssX76c5s2bM3PmTA4cOMBLL71E+/btCQ4OZv/+/Tz++OMuyVRJSQm5ubk0btzY13+CiwNSVv9Ry3Fx/IfXw2uUlpYyZ84cvv3WIcJFpTF37lw6d+7MkCFDNNu0adOGW265heeff54333xTtU3//v35/fffueGGGzye0+6Xp5Kfn0/vlxeZCmpq6U1I98TIg5AEqrbe9m/fp7c7EhVtjIVFnP38e2LvvxVhT66NBpNCpbRT85VCTYXSTmSl0Uje6q00nObcR0/VTkoKt6dx+octFB/KInp4V0ozT7Pv/reIGdqFhDE98Y8NV0Tadq5cWc7tFShZUoafmlO6nY16fCjnypTlvKoSHNvaKHyonPhKucrHZ/qMBMMnX8bCB38lc28+4/7VlthG2rzPm7QJ5V9LOvLzokyeHZfKjVObMviWBtbl3dtaqaeY/eabb8jLe57PPvvMJi7e0KFDSUtLY+HChfTq1YuhQ4eyefNmWrVqpWk+GRkZNGnSxKNYe3UGsl6hUkM9oarj+Oyzz2jXrh09evTwaVyUnJwc5s6dy19//eWx7bPPPku7du2YPHmy6s2rX79+PPLII76YZvXBRbgErfD1sqFjm0r8wnNhK41GTv/3a4K7tie4raMKKo0qCpU3U1BZ4lOWF+46hD4smKBWjWzrbdra2pTnnOHoC18i9ILY63qT9NR4dAF+CAHlp86R890W9j78Hom3XkXDsT1tbJ3FlFIu+VlgKDY5pV/KsJCr6LhApi+9gt8WHWbuDZu55qHm9L+9CTrz00gtNIL1vZ/kugcb0nNIBO/OOMJfv5zmx//tpHnz5qpjlpeXM2PGDN555x1V4tOqVSvmz5/P/PnzPb6e9PR0kpKSPLarK6iNhEoI8SGmLCo5Uspkc1kMsBhIAtKBmxQBxn2KekJVh2EwGJg9e3aVREV/9913GTdunFfhDRo0aEDr1q3JyMhQJVQ9evTgwIED5OXleR2AdM9LJp+q9v/ykU+Vhe3YKShekaDKKlO+6N9JO099t6SUnP3sW4yFRcQ9YKcMWWwNFh8qpa0GZcpyLszFTkiR5Tzv161EDu2h6i+l5g9luFDM0Re+IHpoV+LG9HJwZA+Ij6TJ/cNIGNuLvY9+SGy/ywlo4Nn30aLYGItL8Qv2c6k6KR3HnbVR9qlUnzxRpuxtPFGmTO2NHitT9rv6AgLh2klJdB8Rx+Jn9/PXD9kMuK0h7a6MpkGiv02fABNa/2H7wbaGx4eWM2fOHLp3786sWbN44IEHHP6GRUVFnDx50iMV/aeffiI9PZ38/Hzy8/OJjIzkkUcecQiNcOTIkXpCVfvwEbAQ+ERRNhNYLaV8RQgx03w+oyoGr/ehqsP49ttviY6OZsCAAT7tt6SkhLfffpspU6Z4ZV9UVMSOHTvo3bu3an1AQAA9evTgjz/+UK33BHtmTWXPrFqS/88JKpUPULl85mqJr4r8v85/u5LS9BPEP3qX41KfGWWnzqALrXycHuHiGsrP5lO46zBhV3XU1Jc0GDk25xtCOybR4Pre1gexMm+fhYgFxUcQd01nTv5vo7VOWa96TkUaGSEkxpIy9EF+Ds7nNrvwnNXZ9Wm/k89bKJPz1hQSW4Yy5ZMuDL67Cam/n2HWdSk8MzKFL2cdYs/m8/xf6/Xc00bdn9LPz4+ZM2fy+++/8+GHHzJkyBDS09Nt2oSFhSGlpKDA+c5CJcrLyxkzZgy7du3i9OnTBAYGsmXLFrp06cKxY8ds2moJQFxnIUEYZbUfbqcl5e/AGbvi64GPze8/Bsb49sOoQD2hqqOQUvLyyy/zxBNP+HwL+ZIlS+jYsSMdOniX6PXPP/8kOTmZ0NBQp20sflQ+Q3U9O8zkRZUgaXUaVyMOmm01trFr50DqnJEwhW3eqvUUbt1J/NR70AUHqdrKsnLyV20gfPAVtg7oas7nqucKB3Qs9ZbyirZ5a/8mrE97/EIDnTigY0OGsj5cAVLS+P5hJvHMrl7YkCJoOP4Kzm7aT8mJ066JlLAlUpYyQ5HvwyZY4IpsuQqNALh3PnfigO7K+dxdgmMdFTvwHmn7G4+0W8uH0/aQ8vMpzp8uZtmXvzO43aP88GIpw4YNY+fOnS6vv3379vzxxx8MGzaMHj16MGPGDHJycszfF0FiYiLZ2dmaPsusrCwaNGjAf/7zH1599VWefvppvv76a+666y5uv/12DAaDta3BYECnu4QfobIGDu+QIKU8CWB+jfe6Jzfw+tsghGgqhFgjhNgrhNgthJhiLh9vPjcKIXq4sJ8ihEg1t31MUd5ICPGbEOJ7IUSYuezfQohCIUS8op22nxyXKFauXElxcTGjR4/2ab9SSubPn++1OgWm6ML9+qmmeLTCEjHdV9j7QhWrVF7ssPOZMuW0TdUpU6Unssj7aS0J0+5FHxHmtF3BxhT8GycSmNSk0mM6+10gjUbO/5pC1FCntxsbnF7+FwU7jtDsHzdo9u3yCw8mcWxPjn/q3XfSWFKGn5pCpSBCAsfwCZpjTHlApCwxptwRKV/DKE2ftRGdiUi1/c2hjV6vp0ePHjzxxBOkpqYyZswYhg4dyr333svJkyed9u3n58eMGTPYtm0bBQUFtG3blqlTp5KZmUlCQgJZWVma5njixAnVXXtPPPEEAB999JG1LCkpyUERu1QgZPWrU2aFqoEQYqviuL+mPwslKkOvy4FpUsp2wBXAJCFEeyAVGAc4lReEEMnAfUAvoDMwSghhCeYxGXgUWIRt8uRcYFol5ntJwaJO+foX1MaNG8nPz2fEiBFe97F+/Xq3hKp79+5s3boVWVu3ynryi8kTZcqeANnbOuvLS2UKPFemAAq3bCesb3f8GkQ7tZVGA3k/rSPy+kEKvynpuTIlbP2m7NsWpR5GHxpE0GWNnIZGsJCGgr/TOLXkd5KeuRm/8EBVZcqiTtnXxQ3uwPmUIy6VKYs6ZU+KjCVlVh8qdZLkJZGqQulVTZmyqFNalSmA6e1WMLXdSqa2W8mUtr9yZ8sPNY3v7+/PpEmTOHDgALGxsSQnJ/PCCy9QWlrq1KZZs2a89dZbpKamIoQgOTmZffv2aVaoIiIiyMrKwmi0JZQ6nY5nn32WOXPmWOsuZUIFFf/u1XkAuVLKHorjPQ1TzRZCNAQwv+ZU1Wfi9dNWSnlSSrnN/D4f2As0llLulVLud2PeDtgspSyUUpYD64Cx5jo9YDQfylv9h8DNZo/9erjApk2bOHr0qMsUL97i888/57777vOaqBkMBjZt2sSVV17pst26devo1cvRUbgy2PfcVPY9V43+VM4UlcooU5rG1aZMeTsPKSWFf+4gpHdnJ+ObjgtbdqKPiSSoTXPsl/m0ESn7JbsK53Ilzq/aSuTQ7m6/K8UZpzg27zuazbyRwMRol23BMdBl4dFThLbSHmxWCUNRGfrgKlzy80CZqiA82pf47Jf5nBEpgH+2/5np7VZYj8oiMjKS2bNns3XrVv7880/69evHkSNHXNo0atSIuXPnsm/fPqZMmcLll2uLaN+uXTvi4uJYu3atQ92gQYPQ6XRs2WIKz9CiRYtLm1AZq//wEsuACeb3E4DvfXH9avDJLj8hRBLQFVAPBOKIVOBFIUQsUASMBLaa6xYCnwLngdsUNgWYSNUU4NlKT7oO4+WXX+Yf//gHfn6+38S5cuVKvv/e++/jjh07aNy4sWpeLCU+/fRT7rzzTq/HcYV9z5pI1eXP+zCqujNUxmdKSz8+86tyQsDsbIWA0iPHQacjoFkjW1uFc7w0Gsn7cQ3Rt43SMLiHUOzuKz9XQOHOwyQ+fL3T0Ag6ITHkFXB01hc0umcIYR2aOg99oBJjylJXeOAk4ZcnOsaSUol+br8zz1hchn+wn9sExxblybbOfYwptV18yjbe5ONzBYPU8UzyMrftfIkWLVqwbNky3njjDXr37s0777zDuHHjXNrEx8fz73//26Nx7rrrLj7++GMGDRpkUy6E4Nprr2XFihX06dOH5s2bk5GRgdFovPR8qSSgwUm8uiGE+AIYgGlp8DgmrvAKsEQIMRHIAMZX1fiVfuKa/Zy+AR6TUuZpsZFS7hVCzAZWYSJKOzAtISKlPAo4Swr3JrBdCPG6lnG0xF26cOGClq4uGhw8eJBjx44xfvx4h+uv7LVmZGQQGRlJs2bNvI5ptXnzZq655hqX9sXFxaSmprJgwQKvxtF6nfGBZsXA/PC0TytjOZc6ZZkteZCW+6j1fqqoV3H8VoWXhCpW7++2jVq5usO8RkIFnD+YQdSwAUT4BZg6UyFURbsPoG/alAad2iN0pgobdcnORth99srQBzEEmB72KnXntqbSZkQ/4kIjHImU9YKNnPziT9qOvIr4Qb3MdZY+zK92S8tCgl4nkbKiv7xcA7FXtSXKaNqxaE9wsJIWW6IkpSSacBJjEwg3hNjYWi5bJyThxkCbOdmTLnvSV0HkjOit11xRpjZHGwJn7UdbUFCAR1q/ZX3v7T2gsvehiRMn0qtXLx5//HG2bNnCP//5TwICtAUH1YIxY8bw7rvvkp2dbZOWBkzBQOfPn2+99g4dOrB3717VHKl17dlij9oYNkFKeauTqsHVMX6lCJUQwh8TmfpcSrnUE1sp5QfAB+Z+XgKOa7A5J4T4H+A+cRwQHh6uaS5a210MmDt3LjfffDNxcXGq9ZW51nXr1tGpUyevY0OBKXv7mDFjXM5j27ZtREdHVyqlg5brXD/DFDz08hdMSpWVaJifxKqESueEUFltZYWtOyKjhcS4IUnZhjLn/blYcnQ7DxVlCkzK04kVa4mfdi9FRnVfFmk0krV4GZFjBmOkzJGsKMarGMaO4CjaCiQ5osRxuc9o5Mi3q2k0dRynKHGwtRCCvE17yN61j9b33kuuKLap06JMWUjRwT92EnJHF9AX2tmoq02W9+f2ZJF1Oos2zfzI011waGt51Zcbyfe74JEyBa7z8rmKMeVKmXqxk0e3c49R2Xtu3759+eWXX5g4cSLDhg1j8eLFmiOca5lbq1atWLlypYNK3r9/f2644QbKysqIiYmhc+fOrF69msmTJzvtq86itvq31iAqs8tPYCJEe6WUc72wjze/NsPkxP6FRtO5wAPUByV1wOHDh/n555956KGHqqT/TZs20b+/M/HQPaSUmhzS169fX6lxahs0+yp5sVOwwtZHPlNu5lB6+Bi60BACGic4bVe8cz/SYCC4a1v1BpWEZYpFqYfRBfkT3LqRamgEISTGC0VkvreCJo+MRB/gZ1NnHxrBIWyC4n1J5lnQCYLiQh1iTLlzLM9avZ9Gg1vjbkOhvc9WVcNovv0bpeCVTl/zYqel1uNiQFRUFF9//TX33HMPffv2ZfHixT7r+6677uKzzz5zKA8MDKRfv36sXr0agOuuu44ffvjBZ+NeNJAXlQ9VtaEypORK4E5glxBiu7nsSSAQWADEAcuFENullMOFEI2ARVLKkea235h9qMqASVpDwUspc4UQ3wK1O1pjDeC1117jwQcfJDIyskr637dvHw8/rEkcVMWXX35JXFyc0zQRFuzfv58uXbp4PY6n2P+06avUZlY1+FSBJvKj2WdKy3JhJebh4Oet0yH89LZLdtY2JiXn/LI1RF43EJ1eYHVGR6FMCUW/Tvye1CKnK1UrgHOrUoga1h2deUnRXnUSQpL1yWoie7UmIrkpIF0qUjbj2iFz6VYShnUwO75rJz7SYOTkmjT6vDHGZhyHV4X6VJV5+QDmdflS8/xrO4QQTJo0iT59+nDzzTezZs0a5s2b5xDV3FNcffXVPPDAA0gpHTY7dOvWjdTUVMaPH8/QoUO56667OH/+fJXdd2sjBCAM9QqVPbwmVFLKDTi/dTtk4pVSZmJyPrecu5YpbG3/bXf+OPC4VvtLAVlZWSxevJh9+/ZVSf9SSvbv3695t4w9Dh8+zJQpU1ixwv2un8cee4xrr72We+65h+ho97uxLnr4asefk2e9p4mOXcEvPpaynFzTg0YnHMYr2XcYQ/4FQnppi1juCYSQSPPFlJ8r4ML2QzR82HmctQu7M8j78yBt337A47GUS35luXnkrt1Hz//+n1WZsrRx9mohQWd2nCAwJoSI5lGAo7O6LZGq2H1nX2d6dZ5GxhmMUseCbp97fP0XG7p160ZKSgr3338/V155JRs2bHDwf/IE8fHx6PV6srKyaNiwoU1dmzZt+PnnnwEIDQ2lX79+/PLLL9x8882VuoaLDfZL+fWoXzarM5g3bx6333478fFVEwQ2KyuLoKAgYmI8j1pRVlbGrbfeypNPPknXrl3dtu/evTvjxo3j6aefZuHChd5M1ysc+JdZqXqpipQqrUs6qk7jKn1paeflPJzqP1HuAAAgAElEQVRFINCHByN0OowFF9BHhlERX8o09vlla4gcfbVJnXKqNlXMQZsyZatOCSHJW7udiD7t8AsLUlWmjGXlHF+4nMYPDMM/PFCzMqU8t7w//uUWEkckExgdjCopUiFJlveZqw/QZEiralnOe6f7p1U+Rm1GREQEX3zxBbfffjvPPPMMc+bMqVR/7du3Z8+ePQ6EqnXr1rz55pvWc8uy3yVFqKSslbv8ahqX2F7Puolz586xaNEipk+fXmVjVEadeuaZZ2jQoIFH0dVnzZrF119/zbZt27wa86KAFp+pSvhVeeS75baNtJI4v/hYyk+dRhmoEwGlhzIoyz5N2FVdsIkxpdadFwTDYiONkrOrthE1rLvTtjlfbSSwSSyRfU1+XN4GwCzJLSDnt300Ha8tCrsSxjIDJ38/RKPBra1lroJ22ucBtA/oaR9jCuC9Hh/zTvdPL3kyZYEQgjfeeIPPPvuMP//8s1J9dejQgd27dzuUt27dmoMHD1qDDo8aNYqff/6ZsrIyh7Z1GdZbQjUetR31ClUdwFtvvcWoUaPc+iZVBvv27fOKUP3666988sknbN++3aMgnTExMbz00ktMmjSJjRs3VmuclwNPmpSq1i/7SKmqjDKlta8qVqaU8EuIpSz7NIGtbLeKGwqLEDphSgSsjIHmEBqhQgVypUxZToXyXEgKU9PRBfgRenkjG9JmeS05nsvp5Sm0XTARvQ4bdUqLMmU51yE5seRPEod3IDAmRJMyZbUVkpy/jhKRFENYYpjbZTx7IqWsA/hvz/86/B3qoY64uDjmzZvHxIkTSUlJ8TqkQocOHdi+fbtDeWxsLDqdjtzcXOLi4mjcuDEtWrRg48aNPk9EX2sh632o1FCvUF3kKCws5M0332TmzJlVOs6ZM2fcBuO0R05ODhMmTOCTTz5xGsZBCfuM8HfffTdgmz/rooS9TFSblCm386hQpiyHf0IDyk5kW88tpCakcxuCu1zO6Xe/AmlQ1CuW+YRtsmJnKWhsiJSdzbmVKcQMV4+MLo2S4wuWk3hbfwIaVIT3sCdSWlB6toDsVXtofotzJcwZdEJy4teDNBmqfSu/0fzHMErBx70+4L89/2s96uEZbrnlFlq0aMHLL7/sdR8DBgxg1apVqumvLCqVBZfkbj8pq/+o5agnVBc5Fi1axJVXXkm7du2qdJyYmBjOntW0ERMAo9HI3XffzYQJExg82HlMtVOnTjF//ny6dOlC06ZNbbK563Q63nrrLZ588knOnDlTqfl7g4NPTOXgEz7aTOqK4XhCbFzYOiVSGvRyK+mxt1EQKYu/VEj39lzYtB0M5Q5kKPaOERgKCjm3bJ1jnz5A+bkL5P+dRtTVHSvIl4Jwnd+4B1leTty13WxCI1iuESoczu1DI9jn5Tu2eCsJQ9sRGBPqNjSCfV6+8qIysjcfpcnAy1wu4wF8ccV7fN77fV7r9Dyf9l7Ep70X+fZDuwQhhODtt99m4cKFpKametVH+/bt0el07Nq1y6HOnlCNHj2a77//vvbmHq0C1FBy5FqNekJ1EaO0tJQ5c+ZYM6FXJWJjYzl9+rTm9m+++SZnzpzhueeec6grKytj2bJljB07ltatW7Nt2zbmzp1LdHQ0aWlpNm27devGjTfeyL/+9a9KX4O3SJvhI1JlT5ycESlfq0tubD0lPQHNG+EXF0NhiqN/ifDzI37KreT/uoXCHQdt5qGal8+FMqWW4Pj8mu1EXtHWnNjYTu3CyKlvNpF461Xo9NjEmHJGnJwlOJZlZZz8eRdJN/fwiEhZjuw/jhDTIYHg6CArofuq739Y3OcdFvd5hy+ueM961KNq0KRJE1588UUmTpxo80NNK4QQTpWn1q1bc+DAAet5ly5dKCkpqbJd1rUS9QqVA+oJ1UWM//3vf7Rp04aePXtW+VgxMTGaVaJNmzbx0ksv8cUXX+DvX5EeZdeuXUybNo2mTZvy2muvMWrUKDIyMvjkk08YNGgQ3bp1U3VCf+GFF1i6dCkpKSk+u56LBhq9MX2WbNmFMqV0QI8Y3oe8FX/YkCHrkmBMBPGP3syp/3xF2akzjsTHQyJlIURg5OzKbcRc09WmzoKCHenI0nIie1Y+YnbevixCGkcRGBfmlf2xVWm8+tALfNX3P9ajHtWPe++9l5CQEJtdeZ5g9OjRLFvmmLPQXqFyRb7qIoSUCEP1H7Ud9YTqIoXRaGT27NnVok6BNoVq586d3HTTTVx//fUsWrSIFi1aAFBSUsKAAQMYOXIkwcHBrF+/nvXr1zNx4kSbNDbOCFV0dDQvv/wyDz/8MEZjzYTLTfvnVNL+WUVKlbtyj9toV6ZsHMU1ECmrv1T3dpSfyaP0yDFVX6ng9klEXd+f7HlfIMvKfLL0d2HXUUSAnpDLbVMSWVWhbzaRcENv9LoKB3QLGdOqTFnKz+88RkzXppqUKYAf+i3g+6sW8v1VC/mw/SwKd55h7Nixlb/oelQKOp2O999/nxdffJHDhw97bN+/f38OHDhAVlaWTbk9oQLn5KvOwmis/qOWo55QXaT47rvvCA8Pd8iIXlVITEwkPT1d1R9h27ZtjB07luHDh9OrVy8OHz7MddddZ61/8803CQsLIz09nVmzZtG6dWuHPsBEqP7++2/VugkTJqDX6/nwww99c0G1HR4oU5VNJ+MNhF5PxNDe5K3Y5LRN5Mg+BCTGcGrRj+aI0xVKlifKlM5cf2ZlCrHDu6HTCYdlvKLDWRQfPUXswPa2th4SKUv5ue3HiO7cRPW6jAiW93+TH/otsB5KLF26lCFDhlQq52U9fIdWrVoxc+ZM7rvvPo99nPz9/Rk+fDg//vijTXnr1q1JS0uz6W/gwIHs2rWLU6dO+WTetRomwbj6j1qOekJ1EaKgoIAnn3ySp59+WnWnU1UgMTGRt99+m0GDBrFq1SoAtmzZwqhRo7juuusYOHAghw8fZvr06YSFVSyTZGdnM3v2bObOnYter3c5RteuXdm2bZvqTc/ioP7UU0955Mvlaxya/jiHpvs4SL+Db5V7dUm9H20kTN0BHbQoU8rz8EE9KNy2D8P5fJVdfBKdThD/0BhKDh0nf/VW277QQKQU5Ya8AvJTDhE9KNmhDiD7m80kXN8TnX/lI8EYSsvJ25tNVKdGrBowjxVXz2fF1fP5uf8b1sMVvvjiC2691VnS+3rUBB577DHy8vL46quvPLa97rrrHJSnqKgogoODbZSrwMBAhg4dyvLlyys934sBwmis9qO2wy2hEkI0FUKsEULsFULsFkJMMZePN58bhRBOo94JIaaa26UKIb4QQgTZ1S8QQhQozsOEEMuEEL+Z8/8hhLjbPE4nRbtUIUSS55d88WPSpEn07duX0aOdp92oCtx+++1888033HnnnVx55ZXcdNNNXHvttaSlpTF58mTV/FlPPfUUd999N23atHHbf0JCAsHBwRw9elS1vmvXrtx000089dRTlb6WyuLQtMc5NK3msh/VlDKlhD4shNArOpL/q/MAirqgQBpOv4XTX/xKaWau12Od/2MfET1a4Rfm+B0ryz5HXsoh4kZ2ceqArlWZAng++Ea6dezCmmvf9nieWVlZpKSkcO2113p9rfXwPfz8/LjttttYt26dx7YjRoxg7dq1FBYW2pQ7W/a7NPyoasAh/SJwStfyc64cmCal3CaECAdShBCrgFRgHPCuM0MhRGNgMtBeSlkkhFgC3AJ8ZK7vAUTZmd1h7jPDbGsJsHQceAq4hOL7O+Ljjz9m69atlY4C7C369evHxo0b+euvvxg3bpzLoHnbtm1j+fLlHu18sfhRJSUlqda/8MILtGvXjokTJ1aLM36Vwp7sOFOmNPWlTZlStbEhXooysCpAaudCQOQ1fTj50odEje2Pzl9vM46lbUDjBkRdfyW5n66g8czbHAJ1Km3U0siApOTEGUIuS7DJsWfZPZfz3Z/EDe9CQFggqOTaU6aRUUZMXztYPTXJc889x8CBA1Xr3GHJkiWMHj260sl56+F7dO7cmaVLl3psFx0dTffu3Vm9erXNj1gLoerfv7+1bOTIkUyePJni4mKfzLnWQgIXgZN4dcOtQiWlPCml3GZ+nw/sBRpLKfdKKfdrGMMPCBZC+AEhQCaAEEIPvAb80669nooVU+Uj4EeggxDCu/wndQB79uxh+vTpLFmyhNDQ0Bqbx2WXXcYtt9zikkxJKZkyZQrPP/+8R1nYu3bt6tSPCkxS+yuvvMLDDz/s1VZoX+Pw1Mc5PLX6lCqfKFNqDuiWJT4PEdA0gYCmCRRsch3rJ+raPpQezaFwp+eOwQCl2WcJTHRMlF2eX0Tu6lQSxrhODWOUgt8Hv8bawXOshzOsXbvW64jX9ct9tRedOnVi586dXsWKUlOe1BSquLg4OnXqxJo1ayo114sBQspqP2o7PPKhMi+xdQW2aGkvpTwBzMGkNp0EzkspV5qrHwGWSSlP2pl9jkmZWggovT2NwKvAk57Mua6gsLCQm266iVdeeYUOHTrU9HTc4quvvqKgoIB77rnHIztnO/2UuPPOOwkMDOSDDz6ozBRrD9R8n7Qu12nwm/IowKYLnynb84qxI0dcQd7Pm8C6s87RVh+gJ+6uYZz66BcwGtz6TNnXl2adI7BhJJZAnZZdfOf/SiOiczOCGoTZ+FRtGvYKG4fOZuPQ2WwY8iobhryq8QOA7du3e6V+HjlyhLS0NIYMGeKxbT2qHg0aNCAsLMypS4ErjBgxgl9//dWmTI1QwSWy7CcBg7H6j1oOzR6cQogw4BvgMSllnkabaOB6oAVwDvhKCHEH8BswHhhgbyOlPAeMcNLl/4CnhBAttIyfn5/vts2FCxe0dFWjMBgMPP300/Tr14/x48drui41VNe1FhcXM2fOHObOnevgd+AO7du3JzMz0+01zps3j3vvvZdrrrmG6Ghb5aIm/qY7Jt4HwNBP/2sqUBAiq6Kks10+s8JZCAUF1FSpWJ2/LZlyQpqsxXbLdzbLfPZLek5shMLW2rZ7R4JWbCcq4yxBSYkOfVlMEvp0JvivIwRvOUzEle1t6io+Gsv4FbZRxgDidCE0TmyIXgZa2wgJRekXiLuqG6v62v7O8vZ/REpJREQEer3e4z5ycnJo3749xcXFXi35XAz3Il+gJq/z6quvZseOHcTGxnpkFxwcTFhYmM13IikpibNnzzp8T4YPH84999zjkEqrbuHi8GmqbmgiVEIIf0xk6nMppSeL0EOAI1LKU+Z+lgJ9gbNAKyDNvEstRAiRJqV0GZFPSlkuhHgdmKFl8PDwcE2T1NquJrBx40YeeeQRYmJirKESKoPquNb58+eTlJTklR9KWFgYGRkZFBQU0LBhQ6ftevbsyYABA5g1axbvvecYbbqm/qabH54MQIsFr7snVDonNyQFMXK6vGdWh7INpap2oCQ/TsaRFfMRTpb77MsrhpAVxEbAuebR5KfsICYp2sHWOg0hMYzqwq6X/kerbk3QhwQ68Zmy9akyFhSSeSqbuFBJyoinbebTccZX/OeJOT77excWFpKTk+NA0rWgR48e7Nixg+LiYk25K9VQm+9FvkRNXWezZs3YuXMn119/vUd25eXlZGRk2My7Xbt2bN68mdDQUJvk7Z06dSI/P5+MjAx69+7ts7nXOlwEu+6qG1p2+QngA2CvlHKuh/1nAFcIIULM/Qw297NcSpkopUySUiYBhe7IlAIfYSJq3t2xLhJkZWUxYcIEbr75ZmbMmMGvv/56Udxsjx8/zvz583n1Ve1LLEoIIVzGo1Liueee48cff6wxB/1aBV/HmVJZ4nOV4DioZUOKj2TZLA+qhUYIbtWQsC6Xcfqb9S6X+JS77l5ucR3JLduQMuJFh3mGh4dTVFTks+vOy8vzOn6UXq+nb9++rF+/3mfzqYdv0blzZ3bs2OGxXUBAAKWlpTZl4eHhREVFceLECZtyIQSjR4+u235UUoLBUP1HLYcWH6orgTuBQUKI7eZjpBBirBDiONAHWC6EWAEghGgkhPgJQEq5Bfga2AbsMo9XqeRVUspS4E0gvjL91EYYjUbWrVvHfffdR4cOHUhMTGTfvn3ccsst1RZvqrKYOXMmDz/8sNNdelqgxY8KTA7qs2fPZtKkSbXCQV2JI49O89zIbpmw0omO1ZzPncSYcuUrpRZjyt5XKrBlQ0qOZGqKMRV/52DOrtxGaXZFsm0pBTtGvcD2a03HtpGzrAdgowAo4UlKJC3Iz8+v1A+Xq6++2qut+fWoHlgc0z2Fv78/ZWVlDuXO/Kiuu+66uk2ooD5sggq07PLbIKUUUspOUsou5uMnKeW3UsomUspAKWWClHK4uX2mlHKkwv5ZKWVbKWWylPJOKWWJyhguE2ZJKT+SUj6iOH/TPKd0j662lkJKyZdffknLli159NFHadOmDTt37mT27Nk2QTJrOzZt2sTatWuZMUPTiqxTuNvpp8Qdd9xBUFAQixYtqtSY/9/e2UdlVaUL/PcIiKamVJP5wZWUVAgUDW2umkNh2dTiqmEjRBoOqVy1pLssmwbX0MzcHJucymSV1ASN31evOGmaM6TUlDh1S/EDxUnFlFKw0qHJkcx9/zgHPMD7/QnM/q21F+/ZZ+999sM5+7zP++xnPzuoeBMvys+xplwl7IZruFx3ge/rnPvMhV/blWtTbmXon0+zL+WXjckeHTp04NKlSzbP9evXz2b0fk/xhUK1Y8cOn/VH41sGDRrEqVOn3PbjCgsL49KlSy1WCNpTqEaPHk11dTWnTp3yqr+tFu2UbhPvwwprvOLs2bPMnj2b/fv3s3r1akaNGhXsLnnE5cuXmTdvHosWLfJaCRw+fLjLexSKCPn5+YwbN47U1FSuu+46r67tS47PNaxUUflL3Kpn1zLV5BjnPlO2nM8tx01jStlzPrft29RoxTI/S4gQHnUDF6tOEzbkxqbtAxUT85r0te72Opf9jEJDQ+1aIB966CHS09NZsGCBXSuWO3gz5QeGb9/58+cpLy9n6NChXvdH41tCQ0MZPHgwBw4ccMu/SSnVqNhbN3yPiYmx+eMvNDSU2267jS1btpCdne2Tvrc62oDFKNDorWeCyObNmxkyZAiRkZF88sknbVaZAlixYgUdOnQgIyPD67aio6P58ssvXZ7KGTJkCBkZGQHbKFpjm/Abb+DisStRUJQSKibmtVCm4IpTsiv+T44sVCNGjODqq69usaTdU7y1UIWEhDBt2jSKiop80h+N7/HEj+r9998nLi6uiTIFMHnyZNavX2/zOb7jjjva72bJ2ofKJtpCFQTOnz9PTk4O7777LmvXrm0SabctUldXx1NPPcXGjRt9YiXo0KEDQ4cOZc+ePSQnJ7tUJy8vj9jYWHbv3t3q4nRVzTEtVS/bDyYJblimbBVr8HOylnHBMtV47I5lylL3SOqVVXdz3jnDoEGDeHTSo7Y72YyIiAi+/vprp1HFQ0JC7FqoRIRZs2axfPly7rrrLpeu6whvFSqAzMxMRo0axeLFix0Gv9UEB0/8qNauXUtaWlqL/H79+pGYmEhxcTEPPPBAk3OjR48mKyuL2tpaj1d9OuP777/n1VdfpXfv3k02pA8I2kLVAm2hCjA7duxgyJAhhIeHU15e3uaVKYBFixaRnJzs0yXCrq70a6B79+6t1kHdI1xwPofmTuM4dT6354Buz/ncLqqpMgVw+PBhBg8e7LKIERERnDt3zmk5RwoVGHtM7tixg9raWpevbQ9vp/zAsLAOGjSIrVu3et0fje9x10J16dIlNmzYwJQptnc9y8rKshlkuFu3bsyaNYvs7GyPorM7Y9euXSQmJrJmzRqys7NZsWKFz69hH6V9qGygLVQB4ttvv+XJJ59k48aNvPbaa9x9993B7pJPOH78OAUFBR4tRXbE8OHD2b59u1t1MjIyKCgoYP369cyYMcOn/fEFVf85H4CoVxxbqmxiw19KwCWlyxOUEo5OcW8TancVqh49evD11187LRcSEmJ3yg+ML66GL0lvo5T7wkIFcN9997F161YmTpzodVsa32LdgsaV1dM7d+4kKiqK/v372zw/YcIE5syZw9GjRxkwYECTc7/61a8YMWIEL730Eo8+6prl1hlKKXJzcykqKuK5554jLS2Njz76iMmTJzN16lSfXMN5J0Cp1q/gBBptoQoAZWVlJCQk8NVXX7F///52o0wBLF26lBkzZtCnTx+ftjts2DCXQidYaXBQf+mll3xirfAXVdnzqcqeb7+AJ0qSh5ap5tvIAByd8nOnypRSivLy8sZo0DU1NZw7d46+ffu63OWGKT9nOLNQgbF6q7LSla1FHfP3v//dJwpVbW2tW/8LTeBwdwsae9N9DYSHh/Pggw9SWFjY4lynTp0oLi4mPz+fnJwchz8MXOUXv/gFW7ZsYd++faSnpyMiREdHe7w7gMdoC1ULtIXKj1y8eJG8vDwKCwvJz88nNTU12F3yKfX19axatYqysjKftx0TE9MYMd2dVYPx8fGMGzeO5cuXk5ub6/N+BRxHK/labDvjgq+UybEHPN8Sc9++fcyZM4eqqiq++uorIiMjqa6uJjMz0y0fOncUKmdfRImJiTzyyCMsWbKEPn36kJSUREpKComJiW71qa6ujn79+rlc3h4VFRWBsxZo3KbBSuUsXl5NTQ2bNm3i6aefdlguKyuL8ePHk5eXR2ho06/V6Ohodu/ezZQpU7j33ntZt24dPXr08KjfzzzzDBs2bKC0tLTJ9jkN2+K4anXzGqV0pHQbaAuVH1BK8eGHHzJixAgOHTpEeXl5u1OmwFilePPNN7cwc/uCsLAw4uLiPJpKnDhxIqtXr/aJ38KZM2eoqalpESXZF1TNfJyqmY9fyXDRb8pTlBKOPfCUV8rUe++9R3JyMhkZGY0K1dq1a/niiy/Iz893q60ePXr4xIcKYMaMGZw9e5Y//elP5OXlUV9fT2ZmJn369OHhhx9m06ZNLsUe8tWUX0VFBbGxsV63o/EPrvhRnT59mttvv525c+c6tTbGxcURGRlp100hIiKCrVu3EhMTw7BhwygsLLQZKNQRr776KoWFhZSUlHD99U3jWnfs2JGQkBCP9pD0FPX99wFPrR2tUPmQ2tpacnJy6N+/P5MnT2b+/PkUFxfTs2fPYHfNL7z++utMnz7db+17Mu0HkJCQwIULF7z261JKERUVRUxMDF26dKFLly7cddddgdn0tFmcKZein1vqVE19kuMP/sxIGVeStxQXF/PYY4+RnZ1NSEgI4eHhJCQkeBR7zFULlaOwCVa6du1KdHQ0ycnJLF68mIqKisbl7suWLaNXr17cc889vPzyy5w8edJmG76Y8vvnP//JyZMniY52dTctTaBxttKvvr6epKQk0tLSnFqnGsjKynIYYDg0NJQXXniBN954g1WrVjFw4EAKCgq4eLFFrOsWXLhwgYULF7Jx40Z69+5ts0zv3r0DF0hUtU6ndBG5W0QqReRTEXkyAP+JJmiFykfU1NQwfPhwlFK8+eabnDhxgmnTprWZLWPcpbq6ml27dvnV8ubuSr8GRIT09HRWr17t1fVFhGuuuYY9e/ZQX1/PmTNniIyMZNKkST79JVg143GqZjzuvKBDhKqpTzYmf/HOO++4HMrCGdXV1S5NxzkK7OmMAQMGkJOTQ0lJCSdPniQzM5Ndu3YxbNgwEhISWLhwIR9//HFj+bq6Oq9X+VVWVtK/f/8WMYs0rQdnFqrz589TW1vLwoUL7ZZpTlpaGqWlpVRUVDgsN3bsWEpKSli1ahXFxcXcdNNN5OfnO3ynFBUVMXLkSOLj4+2WiYuL8+muAU5RlwOfHCAiIUA+8GMgFkgXkYCaibVC5SPmzZtHeno6L774IvHx8e1WkWrgD3/4A/fffz9dunTx2zVc3dPPFhkZGaxZs4bLXs7zR0ZGcurUKUSErl27UlBQQEREBGlpaW6b7J1xIusJTmQ94dgyBVRlLqDqoQWUTHyYqmkLGpO/qamp4bPPPuOWW27xuq0PPviA7du3M3fuXKdlXbVQOaN79+785Cc/YcWKFZw+fZply5ZRX19PamoqY8eOZdu2bT6xUOnpvtbPwIEDHW5BExERQa9evViyxPVdDrp168bixYsZO3Yss2fP5uzZsw7Ljxo1im3btrFhwwbefvttBgwYwLPPPsvBgwebuCtUVlbyzDPPON3SKz4+3qMfoJ6glGqNU34jgU+VUsfMPX/XAhP8/s+woBUqH/D555+zfft28vLygt2VgKCU8vt0HxgviCNHjnhkDYqNjeW7777j4MGDXvUhMjKyyfRQSEgIK1eupL6+nunTp3utsNki7tqedA4NJf66nsRd25Oq6U8YSpSZgsXOnTsZO3ZsC6dbd6mvr2fmzJk8//zzLjnnemOhctTmmDFjWLx4MZ9++imzZs3iiSeeoKysjO7du3vVtlaoWj9hYWGNW9DYIjQ0lG3btrF06VJWrlzpcrszZ87k8OHDdO7cmZSUFHJzczl//rzDOiNHjmTz5s1s3ryZI0eOkJKSwg033MCUKVPIy8tjzJgx5ObmMnr0aIftpKSksG7dOr/EvLKFuqwCnpzQB7DO5Z8y8wKGBOqfH2jEYVRCjUaj0Wg0djihlIqyd1JE3gaCsXFqJ8D6C7tAKVVg9ul+YLxS6mHzeCowUin1SKA6127DJihlcyMPjUaj0Wg0XqCUao3BFE8BkZbjvsDngeyAnvLTaDQajUbT1vkIuElEbhSRjkAaENDdqduthUqj0Wg0Gs2/BkqpSyIyF9gOhACvK6W8c6J1k3brQ6XRaDQajUYTKNrslJ+IPCYiB0XkgIisEZFOIvIXEdlrps9FZJOdus+adQ+JyFJpFuNARN4UkQOW494iskNE/igiXc28PBGptlxvr4h4tp+A+3Imi8gn5jXfFxGbEQRF5GdmgLNKERlv5kWKyE5T9oMiMq81yOkLmUXkThH5WC9hN+IAAAc5SURBVET2m3/vsJxLEpH/E5FnLXml5v+mQa4N/pTLB/KNtPS1XEQmOWrTzL9ZRMpE5A0R6WDmFYnIcUtbu1qRjFEicsHSt1cs5zqKSIGIHBGRwyKSauZ3NcfsDhHpbeZlikhts+fWL0vvvJA1o1n/LotIQrMybf5dZN63QnNclotIkpl/lYi8Zd7LgyLyG0udoN5TJzLfYcp8wBxXNmd6RORtETknIlua5QdlTGoCgFKqzSWMpZDHgc7m8f8Amc3K/C8wzUbdUcAHGCbBEKAMSLKcvw9YDRyw5P0GuBlIAbLNvDxgfjDkBI4AMWbebKDIRt1YoBwIB24Ejpry9gKGm2W6mW3FBlNOH8o8DOhtfo4Dqi3n1gGdgSXAYDOvFEhsDc+ui/JdBYSan3sBNRjT9nbHA/B74AfAI8DdZl4RMLmVyhhlHXvNzj0N/Nr83AG4zvycDdwLxAO/MfMygWWt+X42ayceONYsr728i+YAhebn64GPzft3FXC7md8R+Avw42DfUycy/xRjaf5AM++XQJad+snmfdrSLD/gY1KnwKQ2a6HC+CLpbP46uAqLN7+IdAPuAGxZqBTG0suOGMpGGHDGrNcV+C/g183qhACXzRTo1YO25FRAQzjn7theyTABWKuUuqiUOg58irGE9Aul1CcASqk64BBXYnUEU04rHsmslNqjlGrIPwh0EpFw87iD2UawZQPP5ftWKdUQ4bITjbsh220TjHsaDLk9fW4d8VNgEYBS6rJSqiFyYrCfW1/Img6saThoZ++iWOAdAKVUDXAO44fMt0qpnWZ+PfAJxsosCP49baC5zP8ALiqljpjn/wzY3C5CKfUOUGfjVLDGpMbfBFuj8zQB84BvgFpgVbNz04ANDuo+hzGozwP/bcl/HphEs1/JQD/gPWAz0M3MywOqgb1m2hkoOYHbgC8xlolWAFfbqLcMeNBy/Hua/QIy5fysoX4w5fSFzM3amAyUWI7HY7ywl1jySoFKi2y/Ddaz66p8wK0YyuI3wCRn4wHDavdXYCUQYuYVYfzybpB7VWuR0Xwm/wHsAd4FbjPze2BYBn5n3sf1QE/LuW3ATqCvmZdpXnuvJXVubffT0sZRIM5y3J7eRTPN+xWKYS0/B6Q2K9MDOAb0bw331J7MGArQCUzLNvAisN9B/SRaWqiCMiZ18n8Kegc86jREADswzKZhGJYoq/KwrfmAtZyLBt4CupqpDBgLJACbzTJNXmJ22snD/2Z2m3ICG4FbzTKPA6/ZqJtPS4Uq1XLcFcP0fl+w5fSVzJY2bsb4ghrg5FqlBH7Kz2v5zDIxwIcYliqH48FG3SL8O+XnzXMbDlxrfr4FQ4m6GiOIoGp4hjGsNysc9CGTwEz5+eJ5vRXLl3I7fBeFYiiIe4E/AluBCc3ObwNynPQhIPfUBZn/HWN68kMMC+IeB20k0UyhslPOr2NSp8CktjrlNw44rpSqVUp9hzGoRwGIyLUYe/q8ZafuJGC3UuobpdQ3GAP5hxiD5BYRqQLeBwaKSKlfpXCOLTlHA0OVUn81y6zDlL0ZdoOciUgYho/ZKqXURn913kO8kRkR6QsUY/jPHQ1Eh93EK/kaUEodwrDkxNlp02F9P+OxjMqYov7S/PwxhmI8EMMK8i3GvQXD4jHcr1K4hi/uZxqW6T7a2btIKXVJKfWYUipBKTUBw/r0N0uRAuBvSqkX/CuC29gcV0qpMqXUbUqpkRjWwr85bEXzL0NbVag+A35orhIRDOe/Q+a5+zF+EdjbAO4z4EciEmoqFj8CDimlXlZK9VZGuP0xwBGlVJJfpXCOLTkrgO4iMtAscydXZLfyJpAmIuEiciNwE/Ch2c7vMWT+nf9FcBuPZTZXNr0F/Ewp9UGgOuwm3sh3Y8OKIhHpBwwCquy0aeuZCBTeyPgDMXaNR0T6Yzy3x5RSCmOaK8ks2tBmsPFmjGKu8rofYyNXANrbu8is08X8fCdwSSlVYR7/GsP3KicAMriLzXElItcDmP6ZC4BXHLSh+Vci2CYyTxPGip/DwAFgBRBu5pdirpywlE3ENEVjOAQuxxj4FcDvbLQdhWtmdqvfwl4gKhByYljZ9mOs4ivlit/BfwC/tNT9OcYv/EqurJ4ZgzF1ss/S73uCLacvZAZyMaw21r5e7+A6pTT1oSrxp1w+kG8qhv/UXgw/oonOxoOd6xfR1F9jL9CxlciYaspYbsqYYmmzwX9oH4aT8785uH4mLf1tRrWm+2keJ2FYzO21HUUbfxeZMlRivHNLgH5mfl+Md9EhS78fbg331InMvzX7XIllmhLL94x5/BezvxcwZgzGO7hOEX4ekzr5P+nAnhqNRqPRaDRe0lan/DQajUaj0WhaDVqh0mg0Go1Go/ESrVBpNBqNRqPReIlWqDQajUaj0Wi8RCtUGo1Go9FoNF6iFSqNRqPRaDQaL9EKlUaj0Wg0Go2XaIVKo9FoNBqNxkv+H67vx9hbvgToAAAAAElFTkSuQmCC\n", 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OAdeA3gCqekFE3sPWCAQwOn5gvKuZn1wvV7FixSQnJ82RIwfffPMNvXr1MmO1DMPIdLJkyUKnTp0YM2aMp0O5O3lpi5aqdlXVoqqaVVUDEidZVsvWeeu1qmp/VS2nqjVUdaddvZmqWt7aZqX243GWSbS8XIMGDQgKCkpyf+PGjenRowe9e/cmhecRDMMwfM4XX3zBuXPnWLXKqVEnhit5aaLla0yi5eU6d+7M8uXLuXnzZpJ1Ro8eTUREBJMmTcrAyAzDMNyvYMGCNGrUiKFDXfpslOEMk2i5hEm0vFxAQADVq1dPtlUra9aszJs3j9GjR7Nnz54MjM4wDMP9pk6dyoEDB8zvt4wkIB7YMiOTaPmArl27Mn9+8pPVli9fngkTJtChQwfOnj2bQZEZhmG4X6VKlahWrRp9+rhlGVzDcCuTaPmAjh07sm7dOg4fPpxsve7du9OjRw+aN29OZGRkBkVnGIbhfnPnzmX37t0MHz7c06HcPUzXoUuYRMsHFC5cmLfffptu3boRG3vnEkL23nzzTZo2bUrLli25cuVKsnUNwzB8RWBgIDNnzmTcuHF8//33ng7n7mASLZcwiZaPGDRoEHnz5k3xMWcR4ZNPPqFq1aq0a9eOGzduZFCEhmEY7tWjRw/69+9P165d2bdvn6fDyfxMouUSJtHyEX5+fsyePZtp06axbdu2ZOuKCF9++SUFChSga9euKbaCGYZh+IovvviCunXr8sgjj5hWe8MnmETLhxQrVowvv/ySbt26cfny5WTr+vv7891333Hjxg2ef/554uLiMihKwzAM99q8eTM5cuSgbt265nebO5kWLZcwiZaPadOmDc2aNaNfv34p/oLJli0bS5Ys4ciRI7zyyitmQlPDMDKFLFmysGvXLo4ePUqXLl08HU7m5IkkyyRahreYMGECx48f57XXXksxecqVKxerVq1i69atvPnmmy5Ntk6dOsWpU6dcdj7DMAxnFStWjKCgIJYsWcK4ceM8HY5hJMkkWj4oPnkKCgpi7NixKda/5557CAoKYv369bRu3Trd82zFxsYyfvx4KlasyMiRI9N1LsMwjLRq1KgR48aNY/jw4WzYsMHT4WQ+pkXLJUyi5aMKFizIunXrmDZtGtOnT0+xfpEiRdi2bRu1atWiZs2aLF++PE3X3bFjB3Xq1CEoKIhp06bx559/puk8hmEYrjBkyBA6d+7M008/TXh4uKfDyVxMouUSJtHyYcWLF2f9+vW8/fbbLF26NMX6WbNm5b333mPp0qW8+uqrvPnmm0RFRTl1rUuXLjFgwADatm3La6+9xvr162nTpg379u3j1q1b6b0VIxlx3OA6+7jJcRTzBKlhJLZgwQLKlSvHgw8+SHR0tKfDMYwETKLl4ypUqMDq1at58cUXnW46f/TRR9m9ezciQs2aNZk4cSJbtmzh0qVLCeqdOnWKr7/+mnbt2lGyZEmio6PZu3cvzz33HCJCvnz5uPfeezl69Kg7bs0ArhLKGT4kksVcYjVn+IibHPd0WIbhdX777Tdu3rxJw4YNPR1K5mFatFzCJFqZQK1atVi8eDFdunRh586dTh2TN29e3nvvPSZPnsy+fft47bXXKF68OOXKlaNdu3bUrFmTwMBANm7cSIcOHTh06BBfffUVBQoUSHCe6tWrm+5DN4khgousBGJRbqJEo1znX75BifF0eIbhVXLlysWOHTvYuXMn//d//+fpcDIHL020RGSmiESIyJ92ZeNEZL+I7BGRZSKS327f6yJySET+FpHmduUtrLJDIjIitR+Ps7K468RGxmrYsCFff/01rVu35ueff6ZSpUpOHdeiRQtatGgBwK1btzh06BB//PEHAQEBPPTQQ2TJkvyPSI0aNQgLC6Nt27bpvgcjoWuEAo6m8FBucICcVMvokAzDq1WqVIkFCxbQqVMnHn74YXr27OnpkAz3mA1MAubYlQUDr6tqrIh8DLwODBeRqkAXoBpQDPhRRCpax0wGngTCgd9EZKWq7nV1sCbRykTatGnDhQsXaN68OVu3biUgICBVx/v7+1OpUiWnkzSwtWgtWLCAuLg4/PxMA6krxXEDx4kWxHEzY4MxDB/RoUMHhg8fTp8+fahRowa1a9f2dEi+yYu78lR1s4iUTlS23u7tdqCj9boNsEBVbwJHReQQ8JC175CqHgEQkQVWXZcnWuYvYybTu3dvBgwYQMOGDdm6davbr9e0aVPOnDlDtWrVmDlzJjdvmgTAVXJQBSHbHeVKHDko54GIDMM3fPjhhzRu3JgGDRpw4cIFT4fjs0QyfnORPsBa63Vx4KTdvnCrLKlylzOJViY0dOhQxo8fT+fOnRk8eDDXrl1z27Xuu+8+fvvtNyZPnsyiRYsoV64c48aNS3GJICNlOahINkonSLaErOSlAf7c48HIDMP7rVu3joIFC1KvXj1Ph+K7PDNGq7CI7LTb+qYqZJGRQCww1+4uEtNkyl0uxURLREqIyEYR2Scif4nIIKs8yYFnKR1r7SsmIhtEZIWI5LHK3hGRayJSxK6eWTU0Ddq2bUtYWBjnzp3jgQceYMuWLW67lojQuHFjgoKCWLVqFbt376Zs2bKMGDGCM2fOuO26mZ3gRyG6U4D25KAaOahMIXqSjyaeDs0wvJ6fnx87d+7k8OHDLFq0yNPh+CbPJFrnVbWO3faV0+GK9ARaAf/R/y2DEg6UsKsWAJxOptzlnBmjFQu8qqq7RCQvECoiwSQx8MyZY63BZgOBl4GyQDdgmnXMeeBVB+cyUqlQoUJ89913rFixgi5duvDkk0/y9NNP89hjj1GsWDG3XLNmzZrMnTuXY8eOMWHCBKpVq0aHDh0YOnRoqsZ+GTaCHzmpQU5qEEUU2cnr6ZAyjfXr1zN37lxy5MhB9uzZyZEjx+2ta9eulClTxtMhGulUpEgRWrVqxeDBg+ncubOnwzHcSERaYMsbGqqqfTfOSmCeiEzANhi+AhCCLa2rICJlgFPYBsw/547YUmzRUtUzqrrLeh0F7AOKq+p6VY2fPXE7tmzQqWOt3f7YRvrGkbAJbybwrIgUTNstGYm1adOGsLAwqlWrxty5c6lRo8btFqdJkyaxcOFC1q9fT0hICAcOHODcuXPExKRv+oDSpUszceJEDhw4QEBAAI8//jjt27dn27ZtZnFrwyvs2bOHEydOULt2bcqVK0ehQoXw9/cnODiYOXPmpHwCwyfMmDGDs2fPsnDhQk+H4nu8d3qH+cCvQCURCReR57E9hZgXCBaR3SIyDUBV/wIWYRvkHgT0V9VbVv4yAFiHLTdZZNV1OUnNHz1rlP9moLqqXrYr/wFYqKrfOXusiJQCvgUuAc+papSIvANcAXIB/qo6SkSuqGqeJM6p7h4LdPXqVXLnzu3Wa2S0uLg4jh49yu7duwkLC+PSpUtcvnyZy5cvExUVdft1tmzZyJcvH/ny5aNo0aJUq1aN6tWrU7VqVe677z4kFSMXr1+/zrJly/j222+JjY2ladOmNGvWjAceeMDlTytmxu8MMu99gWfubf369SxfvpwpU6YkKF+1ahUbNmxgwoQJ6b5GZv3OfO2+Xn75Zfbs2cOmTZtSrOtr9+YsR/eVL18+VNXhL/I6ZUR3jsqQ0BKQ3oSqap2Mv7L7OJ1oWeOoNgHvq+pSu/KRQB2gvSZxsqSOdVDvHWyJ1nRgNxAInE4u0XJ360hUVBR582bO7prk7k1VuXr1KpGRkURGRnLkyBFCQ0PZuXMnoaGhiAh16tThwQcfvP1vsWLFUky+VJWwsDCWLFnCkiVLiIyMpF27dnTo0IHHH388xXm70ntfviyz3hd45t6GDh1K7ty5effddxOU7969m+7duxMWFpbua2TW78zX7uvChQvce++9zJs3j2effTbZur52b85ydF8iknyi9U5GRJaQ9LpLEy0RyQqsAtap6gS78p7Ai0CTRH2iKR6bRN13gCuq+omIfABcBt40iZZ7pPXeVJWTJ08SGhqaIPny9/enTp061K1bl9atW1OrVq0UE6+///6bpUuXsmTJEk6cOMEzzzxDhw4daNKkCdmy3Tm1gTvvy9tl1vuCjL83VaVMmTKsXLmSwMDABPuuX79OwYIFiYqKSnfin1m/M1+8r/r16wPwyy+/JFvPF+/NGSbR8hxnnjoUYAawL1GSFT/w7JlkkiyHxzppAtAPM6mq1xERSpYsSbt27RgzZgxBQUFERESwY8cO+vTpw5UrV+jcuTNly5Zl2LBhbN++nbg4xxNvVqpUiddff52dO3cSEhJC1apVGTNmDPfffz/du3dn+fLlXL9+PYPv0MjsQkNDyZYtGzVq1LhjX86cOSlWrBiHDx/2QGSGu3Tp0oXdu3d7Ogzf4qVjtHyNM4Nj6gPdgcbWALPdIvI0SQw8s6ZtWJPCsSlS1fPAMiB7Ku/J8AARoVSpUrRv355x48Zx8OBBli9fTs6cOenTpw+lSpVi0KBBbN68mVu3bjk8R+nSpRkyZAi//PILf/75J/Xq1WPixIncf//9dO7cmd9++y2D78rIrJYsWULHjh2TbHGtXLky+/bty+CoDHd6/vnnuXbtmvlejQyXqsHw3sZ0HaZPRt7b3r17b4/LOnv27O1xWY0aNUqxe+b8+fMsWLCADz/8kHr16jFmzBiqVKmSZP3M+p1l1vuCjL232NhYypcvz7Jly6hVq5bD/aVLl2bNmjV3dCumVmb9znz1vooWLUr79u2ZPHlyknV89d5Skqauw9EZEloC0uMu7Do0DFeoWrUqb731Frt372br1q2ULl2aN954g6JFi6b4KH3hwoUZMGAABw8epF69ejRs2JBevXpx7NixjAneyFSWLl1KQECAwyQLICgoiBIlSqQ7yTK8T8OGDQkKCvJ0GL7BE92Gd3HXoWG4VPny5Rk+fDghISH89NNPjBkzhoEDB6Y4d1euXLkYNmwYBw8epESJEjz44IMMHDiQf/75J4MiN3ydqjJ+/HheffXVJOt89dVXvPDCCxkYlZFR+vbty7Fjx5IcM2oY7mASLcOjAgMDCQkJ4ciRIzRp0sSppOmee+7hvffeY9++ffj5+VG1alVGjhzJxYsXMyBiw5dt27aNf//9l2eeecbh/vDwcLZu3ZriFACGb2rcuDFxcXFERER4OhTfYFq0XMIkWobH5c+fn5UrV/LEE09Qp04dduzY4dRxRYoU4bPPPmPXrl2cPXuWChUq8Omnn7o5WsNXbdy4kZdeeonBgwfj7+/vsM7MmTPp0qVLppyw0rDx9/fnwIEDng7DN5hEyyVMomV4BT8/P959910mT55M69atmT59utPHlipVihkzZrBlyxY++ugjM3bLuENsbCz/+c9/GDx4MC+++KLDOrdu3WL69On07ds3g6MzMlL27NnN1B1GhjKJluFVnnnmGbZs2cL48ePp168fN2/edPrYypUr06lTJ9atW+fGCA1fFBQUREBAAL1793bYmqWqfPHFF9x///3UrFnTAxEaGSVXrlwcP37c02H4BtOi5RIm0TK8TqVKldixYwcRERE0atSI06dPO31s586dWbt2rRujM3xNXFwcb731FiNGjHC4/9ixYzRv3pw5c+Ywc+bMDI7OyGj58uXj1KlTng7DuIuYRMvwSvny5WPJkiW0aNGCp556yunj6tevT2RkJH///bcbozN8yYIFC8iePTvt2rVLUH7r1i0+//xz6tSpQ5MmTdixYwfVq1f3UJRGRilQoABnzpzxdBi+wbRouYRJtAyv5efnx1tvvcX58+fZv3+/U8f4+/vTrFkzFi9e7OboDF9w8+ZNRo4cyccff5xgFvjDhw/z2GOPsXTpUrZt28bw4cPJmjWrByM1MkrhwoU5d+6cp8Pwfp5IskyiZRgZz8/PjzZt2rBs2TKnj3nkkUfYtm2bG6MyfMW0adOoVq0aDRs2TFA+aNAgmjVrxsaNG6lYsaKHojMy2vnz59m6dSulSpXydCjGXcQkWobXa9euHcuXL3e6fqVKlfjjjz/cGJHhC6Kiovjggw/48MMPE5QfPnyYHTt2MGLECPz8zK/Au0VsbCw1a9akSJEiLFiwwNPh+AYvbdESkZkiEiEif9qVFRSRYBE5aP1bwCoXEZkoIodEZI+I1LY7pqdksPNfAAAgAElEQVRV/6CI9EzLR+QM81vG8HqNGjXi4MGDTg9gLVasGFeuXOH8+fNujszwZlu2bKFatWrUqFEjQfnUqVPp3bs3OXPm9FBkhifUr1+fqKgodu/ebRJsZ3lpogXMBlokKhsB/KSqFYCfrPcATwEVrK0vMBVsiRkwCngYeAgYFZ+cuZr5aTO8XtasWWnZsqXTrVoiQmBgIGFhYW6OzPBmISEh1KtXL0HZtWvXmD17Ni+99JKHojLc5fTp09y4ccPhvm7duvH777+zc+dO8uXLl8GRGa6mqpuBC4mK2wDfWK+/Adralc9Rm+1AfhEpCjQHglX1gqpGAsHcmby5hEm0DJ/Qrl27VI3TCgwMZM+ePW6MyPB2ISEhPPTQQwnK5s2bx6OPPkqZMmU8FJXhLn379iUgIIBhw4YlmJD0ww8/ZP78+axevZoKFSp4MEIf5L0tWo7cp6pnAKx/i1jlxYGTdvXCrbKkyl0uiztOahiu1rx5c3r16sWFCxcoWLBgivUDAwOdXsrHyHxUlZCQkAQrDKgqkydP5uOPP/ZYXDExMVy8eJGLFy9SunRp86SjCz311FNcunQJgHr16lG7dm0qV67MF198wcSJE3nyySc9HKHhpMIistPu/Veq+lU6zucofdNkyu88gUgA0AV4HCgGXAf+BFYDa1U12VXKTYuW4RNy585N48aNWbVqlVP1H3jgAdOidRc7cuQIOXPmpFixYrfLtm3bxtWrV2natGmGxBAREcGnn35KjRo1CAgIIE+ePOTMmZPixYtTsWJF1qxZkyFx3C06dOhAWFgYo0eP5uTJk3Tv3p2JEyfStm1bBgwY4OnwfJNnWrTOq2odu83ZJOsfq0sQ69/4lcPDgRJ29QKA08mUJ/wIRGYBM4Fo4GOgK/B/wI/Yuhq3ikiD5AIziZbhM1Lz9GH16tXZu3cvsbGxbo7K8EZr1qy5o9tw0qRJ9O/f3+0DoY8dO8aAAQOoXLkyUVFRzJo1i19//ZUzZ86wYsUK8ufPz8yZM2nTpo1b47jb3H///dSuXZu1a9eSI0cOunXrRq9evVI14bFhxxNJVvq6DlcC8U8O9gRW2JX3sJ4+rAdcsroW1wHNRKSANQi+mVWW2HhVbaaqE1V1m6oeUtU/VXWpqr4MNMJBgmbPJFqGz2jdujU//fQT165dS7Funjx5KFasGAcPHsyAyAxvsmHDBt577z1GjRp1u+zMmTMEBQXRs6fbnuDmyJEj9OjRgwcffJA8efKwd+9e3n77berUqUNAQADTpk2jb9++LF++nN69e7stjrtZ69atEyzBVa1aNfbu3evBiAx3EJH5wK9AJREJF5HngY+AJ0XkIPCk9R5gDXAEOAR8ja01ClW9ALwH/GZto62yBFTVfgqJe0Xk3kT7o1X1UHLxmjFahs8oWLAgderUYf369bRt2zbF+vHdh1WqVMmA6AxvsHv3brp06cKiRYsIDAy8Xf7111/TpUsX8ufP75br/vTTTzz33HMMGDCAw4cP375OVFQUN27c4IUXXmDv3r1s376dEiVKpHA2I60OHjxIpUqVbr+vWrUqwcHBHozIx6WvhcltVLVrEruaOKirQP8kzjMTW7dgksS2pMQoYAC2T8RPRGKBL1R1tDPxmhYtw6c8/PDDTg9yN08e3l0uXbpEq1atmDx5Mo0aNbpdHhMTw5dffkn//g5/16bbV199xX/+8x8WLlzIW2+9lSCZi4iIoGHDhsTExLBlyxaTZLlZcHBwgkHvVatWNS1a6eFbXYfu8gpQH6irqoVUtQC2ubfqi8hgZ05gEi3Dp6xbt87pwcyBgYFmhvi7yNdff02DBg3o1KlTgvJly5ZRsWJFly8YfevWLYYMGcL48ePZsmVLguQObNNLdO7cmTZt2jB//nxy5crl0usbCR05coTLly8nmKC2ZMmSREZGcvnyZQ9GZvi4HkBXVT0aX6CqR4Bu1r4UpZhoiUgJEdkoIvtE5C8RGWSVjxOR/daU9stExGGbvKOp8q3yYiKyQURWiEgeq+wdEbkmIkXs6l1x5kaMzO/QoUOEh4ffsW5dUsyTh3eXqVOnMnjwnf+DOXPmTF588UWXXis2NpaOHTvyxx9/sH379jvmZ/ruu+9o1aoVb7/9Nm+88UaCBa0N9/jkk0/o3r17gocd/Pz8KFCgABcu3DH0xnCGadECyKqqdywzoqrnAKfmZ3GmRSsWeFVVqwD1gP4iUhXbLKrVVTUQOAC8nsTxs3E82+pA4GVgOrbMMN554FVngjfuLosWLaJjx45kyeLc0MLSpUsTGRlJZGSkmyMzPO3atWucPn2aBx988I59Fy5ccPkEpSNHjuTKlSsEBQVRoMD/Vu24desWw4cPZ9SoUWzYsIHGjRu79LqGY0ePHmXhwoWMGDEiQXl0dDQREREEBAR4KDIjE4hO477bUky0VPWMqu6yXkcB+4DiqrpeVeOfnd+ObQ4KR8c7miofwB+Iszb7PHYm8Ky1DpFh3LZw4UI6d+7sdH0/Pz9q1KhhluK5C4SHh1O8ePEMWcNu0aJFLFq0iAULFiSYcDQuLo5evXqxY8cOQkJCXN5VaSRt9OjR9O/fn8KFCycoP378OAEBAU7/z5mRiGnRAnhARC472KKAGikeTSqfOhSR0kAtIPFo5D7AwtScC5gEfAtcAp6zK7+CLdkahG2kv2Gwf/9+zp07x2OPPZaq42rXrs3WrVtp0CDZ+eQMH5c9e3aio536n8t0CQsLo3///gQHB1OoUKHb5arK4MGDOXbsGOvWrTPjsTLQ9evXWbhwIadP3zmV0ZEjRyhbtqwHosoEvDfxyVCq6p/eczidaFnjqJYAr6jqZbvykdi6F+em5sKqehxI6q/fRGC3iIxP6TxRUVGpuWyqXb161a3n9yRfurfly5fTs2dPp+bQsr+vbt26MXDgQF566SWf/79aX/q+Uiu995YtWzZy5szp8PdB8eLFiYyMTPfvihs3btCvXz8mTpxIuXLlEpxv2rRp/PnnnyxYsIBbt27d3pdZvzNvuq89e/bw6KOP4u/vf8d3fOLECWrUqJGq796b7s2VMut9uZuI5AJiVDXGel8JeBo4pqpOLcDr1F8eEcmKLcmaq6pL7cp7Aq2AJtZcFS6hqhdFZB7WxGLJyZs3r6su69FreIov3JuqMmfOHKZPn+50vPH16tWrR/bs2fnxxx/veBrNF/nC95VW6bm3PHnycPjwYXLkyHHH+oGVK1dm27ZtNG/ePF3xffvttxQuXJiuXRNO4TN16lS+/PJLtm7dyv3333/HcZn1O/OW+woLC6NUqVIO4zlw4AD33XdfqmP1lntztVTfl2nRAggCngcOikh5bBOlzgVaicjDqjoi2aNx7qlDAWYA+1R1gl15C2A48IyqptzMkHoTgH6YSVXvehs2bODq1avUq1cvTce/8sorfPbZZy6OyvAmIkL+/Pm5ePHiHfsaNWrEzz//nK7zx8TEMHbsWN54440E5YsWLeL9999n/fr1DpMsw/127dpF7dq1He4zXYfpZMZoARRQ1fglRnoC862ld54CWjpzAmdGjtYHugONRWS3tT2NbYxVXiDYKpsGt6dtuL1aahJT5afIepxyGZDdmfpG5nTy5Em6devG9OnT0zzQuW3btpw+fZqQkBAXR2d4kwIFCjh8wrR+/fqEhoZy/fr1NJ973rx5lCtXLkGyf+LECf7v//6PNWvWmD/mHvT7779Tq1Yth/tMomW4gH1vXWNsMy6gqtHYHuZLUYqtRaq6Fcd5psOl51X1NLb+y/j3SU2V7+jYdxK9HwIMcfZ4I3O5fv067du3Z8iQIQlme04tf39/Xn75ZT777DPmzZvnwggNb1KgQAGHLVp58uQhMDCQX3/9NU3TLcTFxfHRRx8xadKkBOVTpkyhR48eCZb6MTJezpw5HSbRqmoSrfTyzhamjLZHRD4BTgHlgfUASc0d6oiZGd7wSqrKSy+9RNmyZRk6dGi6z/f8888TFBREeHi4C6IzvFH+/PmTnDMtPd2HR48e5erVqwmStGvXrjFjxgy3LetjOK927dqEhobeUX7hwoXbE5YaRjq8gG1+z9JAM7uhUlWBT5w5gUm0DK80ZcoUdu3axcyZM10yq7afnx85c+YkIiLCBdEZ3qhChQpJrgTQqFEjNm7cmKbzHjt2jPLlyyf4OZw3bx6PPPII5cqVS9M5Ddd58MEH2bVr1x3lpjXLBcwYLVT1uqp+pKqDVPUPu/JtqvqtM+cwiZbhdTZv3szo0aNZtmwZuXPndsk5R44cSfPmzZMcNGv4vqeeeoo1axyOaKBu3br88ccfpOXh6GPHjlG6dOkEZVOmTGHAgAFpCdNwsaRatEyilU6eSLK8MNESkTBrqcH47Q8R+UlE3hSRHM6cwyRahlcJDw+nS5cuzJkzx2WtBdu3b2fx4sV88olTrbyGj2rcuDGhoaFcunTpjn0FChTAz88vTWveHTt2jFKlSiUoK168OLt3705zrIbrVK5cmbNnz/LPP/8kKDeJluEirYDWdtszwFCgMPCFMycwiZbhNW7cuEGHDh0YOHBguuc8ihcTE8MLL7zAp59+SsGCZlWnzCxXrlzUr1+f4OBgh/vLlCnD0aNHU33e48ePU7x48QRln332GWPHjuXkyZNpitVwHX9/f3r37s0HH3yQoNwkWi7gpS1aIjJYRP4SkT9FZL6I5BCRMiKyQ0QOishCEclm1c1uvT9k7S+dmo9AVY872H5X1VeAOs6cwyRahldQVfr370/JkiUZPny4y847btw4SpQowbPPPuuycxreq2XLlkl2H5YuXTpNidajjz7KokWLEpSVK1eO/v37M2SIeSjaG7z55pvMnTuXI0eO3C7LkSOHWVA+vbww0RKR4sBAoI6qVse2bnIX4GPgU1WtAERim2QU699IVS0PfGrVcxWnciiTaBkep6q89dZb7Nixg1mzZrlk8DvYZoWeMGECU6dOddk5De/29NNPs3btWof70tqi1adPHw4fPsymTZsSlI8YMYLQ0FBWr16dplgN1ylSpAiDBg3izTffvF3WsmVLVq1a5cGoMgEvTLQsWYCcIpIFyAWcwTbH1ffW/m+AttbrNtZ7rP1NJBV/EESktoOtiYjMAjY7cw6TaBkedePGDbp168ZPP/3Ehg0byJMnj0vOq6r069ePN998847xNUbmVaZMGSIiIoiJiXG479ixY6k+Z7Zs2XjnnXcYOXJkgsH0OXPmZPr06fTu3Zv//ve/nDp1Kj2hG+k0ePBgfv7559tPIDZq1IiwsDDOnz/v4cgMV1LVU9imVTiBLcG6BIQCF1U11qoWDsT39xcHTlrHxlr1C+G88Ym2T4AXgZ04Oc+nSbQMjzl//jxNmzYlJiaGDRs2UKRIEZede+LEiVy5coWXX37ZZec0vJ+IkCdPHocL6Ka1RQvgueee4+LFi7Rv356vv/6a48ePA7YB+AcOHKBw4cIEBgbyxhtvOByMb7hfnjx5eOutt24PPciRIweNGzcmKCjIw5EZqVRYRHbabX3td4pIAWytVGWAYkBubMvhJBb/f0WOWq+cfvxYVZ9ItDVW1U6qOjl+oemUmETL8IgDBw7wyCOP0KBBAxYsWEDOnDlddu4tW7bw0UcfsXDhQvz9/V12XsM35M6d2+WJlr+/Pz///DNt27bl559/5qGHHqJixYoMGDCAX375hQ8//JDdu3dz5swZKlasyOeff050dHR6b8VIpf/+978cP3789gMRrVq1Yv78+Wma1sPAU12H51W1jt32VaKomgJHVfWclegsBR4F8ltdiQABwGnrdThQAsDafw/g9OPHItItua5GESknIo8ldw6TaBkZbtOmTTz++OO8/vrrfPDBB2lew9CRP//8kxEjRvD999+bJ47uQjdv3uTq1asOE/fSpUtz/Phxbt26laZzFy5cmJ49ezJ37lzOnDnDokWLKFWqFMOHD6dfv34ULVqUWbNm8eOPP7J+/XqqVKnCmjVriItzajk0wwWyZs3KBx98wPDhw4mLi6Nr166cPHmSKVOmeDo03+OJJMu5kVMngHoikstKgJoAe4GNQEerTk9ghfV6pfUea/8GTV3mXQjYLSIzRaS/iHQWkR4iMlpENgFjgX+SO4FJtIwM9e2339K5c2fmzZtHnz59XHruiIgIWrduzYgRI6hfv75Lz234hg0bNhAYGOhwKo/cuXNTrlw5h7OIp5afnx81a9Zk2LBhbN++nRMnTtCuXTuuXr1KjRo1WL16NdOnT2fWrFk89NBDbNiwId3XNJzToUMH/P39Wb16Nbly5WLp0qW8++67bNu2zdOh+R4vTLRUdQe2Qe27gDBsecxXwHBgiIgcwpYczbAOmQEUssqHACNS8xGo6udAbWA+cC+2xK42trUPu6tqB1U9mNw5TKJlZAhVZdSoUYwaNYqNGzfSpEkTl57/xo0btG3blu7du9O6dWuXntvwHcuXL6dNmzZJ7n/yySeTnGcrrfLkycMPP/xAoUKFaNy4MefOnQPgiSeeYOHChQwbNowXXniBp59+mrCwMJde27iTiPDss8/efvq0fPnyzJw5k86dO3P27FkPR2e4gqqOUtXKqlpdVbur6k1VPaKqD6lqeWsM1U2r7g3rfXlr/5GUzu/gerdUNVhV31HVfqr6iqp+qaonnDneJFqG2129epVu3bqxbt06fv31V6pWrerS86sqffr0oUSJErzzzjsuPbfhO+Li4li5cmWGJ1pg67KaNWsWtWrVSjC3lp+fH88++yz79u2jRYsWNGzY8HYiZrhP4u+5VatW9OnTh2effdbhE6lGEkQyfsuETKJluE1MTAxTpkyhQoUKZM2alY0bN3Lfffe5/Drvvfcehw8fZvbs2S4d72X4lpCQEAoVKkSFChWSrNOgQQN27tzpcLB8eokIfn5+1KhR44592bJlY+DAgbRt25aZM2e6/NpGQjVq1ODy5csJpvMYNWoUuXLlcumEyJmeF3Yd+iLzV8lwubi4OBYsWECVKlVYsWIFq1atYvbs2S59sjDeggULmDFjBitWrHDL+Q3fMWvWrGRbs8DWzVe2bFkOHDjg8uurKitXruSZZ55Jss5LL73El19+meYB+YZz/Pz8aNCgAb/++uvtMn9/f+bOncvy5ctZsGCBB6PzIaZFyyWypFzFMJwXHBzMiBEj8PPz46uvvqJx48Zuu9b27dsZOHAgP/74I/fff7/brmN4v2XLlrFu3TqnBroXLFjQLUuzhIaGkjt3bipXrpxknbp161KoUCHWrVvH008/7fIYjP8pV67cHdN5FCxYkCVLltCsWTOqV69O9erVPRSdD8jELUxpISL3AR8AxVT1KRGpCjyiqjNSONS0aBlJi46O5saNG7e3mzdvJtiio6Nvb7/99htNmzalf//+jBgxgpCQELcmWcePH6d9+/bMmjWLwMBAt13H8H5HjhyhX79+LFy40KmFw/Pnz8/FixddHseKFStSbFEDW6uWmW7A/cokMW9arVq1GD9+PO3btzeTy6bEtGjZmw2swzZJKsAB4BVnDjSJlnGHK1euMHjwYPLmzUv+/Plvb/ny5bu95c2blzx58tze2rdvT6dOnfjrr7/o1KmTW9cWvHz5Mq1ateK1116jZcuWbruO4f1u3rxJ586dGTlyJA8//LBTxxQoUMAtLVopDcSP16VLF7Zv357myVMN5ySVaAH06NGDRx99lE8++SSDo/IxZoyWvcKqugiIg9vL+Tg1BsAkWsYd+vbty/Hjxzl9+nSSLVr2rVnR0dGcPHmSfv36kTVrVrfGFhsbS9euXXnssccYNGiQW69leL9XX32VUqVKMXDgQKePOXfuHNmzZ3dpHEePHuXs2bPUq1cvxbq5cuWiVatW/PDDDy6NwUgouUQLYMCAASxYsMDMGp8c06Jl76qIFMJavkdE6mFbNzFFZoyWcYeCBQtSrlw5ChVKzbqbGWPo0KHExMQwceJEt7aaGd5v4cKFrF27ltDQUKd/FsLDw/nll1+YP3++S2P5/vvvadmypdNLPu3du5fevXu7NAYjoZIlSxIeHs6tW7ccfi8PPvggqkpoaCh16tTxQITezusTn4w2BNss8+VE5Bdsk5d2TP4QG5e1aIlICRHZKCL7ROQvERlklY8Tkf0iskdElolIfrtjxlmLRja03pcWERWRl+3qTBKRXq6K00hZzZo12b17t6fDuMPUqVNZt24dixYtcnvLmeHdDhw4wIABA1i8eDH58+dP+QDLjBkz6NKlC3ny5HFZLP/++y/jxo1zuoU1MjKS/fv3O9X6ZaRd9uzZuffeezl16pTD/SJC165dzROIhlNUdRfQENu6iv2Aaqq6x5ljXdl1GAu8qqpVgHpAf2tUfjBQXVUDsQ0eex1AROIfzWkA9Lc7TwQwSESyuTA2IxVq1arFzp07PR1GAuvXr+fdd99l1apVqfrDamQ+qspzzz3H6NGjqV27ttPHxcbGMn36dPr16+fSeN5++206derEAw884FT9jRs38uijj7q8+9K4U0rdh126dGHhwoVmPUpHBPCTjN+8lIj0AJ4DHsS2BE9XqyxFLku0VPWMlfGhqlHAPqC4qq63Bo0BbMe2qjaAP7ZBZUrCIXDngJ/43yKQRgarWbMmFy5ccMtcQ2lx6NAhunXrxuLFiylXrpynwzE87Pjx45w6dYoXX3wxVcetXbuW4sWLO50QOWPPnj0sXryY0aNHO33MTz/9RNOmTV0Wg5G0lBKtatWqUaBAAbZu3ZqBURk+qq7d9jjwDpD0pHl23DIYXkRKA7WAHYl29QHWAqjqX0AuYCswNVG9j4BXRcS5AQ+GS/n7+9OpUycWLlzo6VCIi4vj+eefZ8SIETz++OOeDsfwAps3b6ZBgwapGqMXFxfH+PHjU52cJUdVGThwIO+8847T4xlv3rzJ2rVrTaKVQVJKtAA6derE8uXLMygiH2NatG5T1Zftthew5ThO9by5fDC8iOQBlgCvqOplu/KR2LoX58aXqerLd54BVPWoiIRga6ZLVlRUVLpjTo47lurwFsndW8eOHXnrrbd45RWnpglxm/nz55MvXz769Onj9HedWb+zzHpfkLp727VrF40bN07Vf/uzZ88mb968tGnTxmW/M4KCgvD396dr165JntP+vmJjY3n11Vdp1KgRZcuWdfvvLnfylZ/FsmXLEhISkuxnXbRoUSIjI2/X8ZV7S6203Zf3Jj5e4BqQ9HpfdlyaaIlIVmxJ1lxVXWpX3hNoBTRR55+l/QD4HticXKW8efOmMVrnZcQ1PCWpe3vssccICwvj2rVrblmf0BnHjh3jjTfeYOvWrakel5VZv7PMel/g/L2tWbOG559/3un6v//+O6NHjyYkJIQCBQqkJ8Tbrl27xtChQ5kzZ06K58ybNy+qyn//+1/Cw8P54YcfMsX4LF/4WSxVqhQzZsxINtYbN24QHR2doI4v3JvGRsPpnZAlBxSt5VQLb6rvy+RZt4nID1hTO2DrDawKLHLmWJclWmL7lmcA+1R1gl15C2A40FBVrzl7PlXdLyJ7sSVoIa6K03COn58f1atX56+//vJYojVs2DAGDx6c7JImxt3l33//5Z9//qFatWpO1b969SrPPfccn3/+OWXKlHFZHGPHjqVevXo0bNgwxbqqyrBhw9i7dy/BwcGZIsnyFc50HcbExJAli2/NdKT7VxK3rAegoHGQsyB+z61C7rtzQfM0ix8Mb8Szn902FjiuquHOHOjKn676QHcgTETi5wZ4A5gIZAeCrYx7u6o6O1DifeB3F8ZopEL16tX5888/3bqUTlKOHj3Kxo0bmTVrVoZf2/BesbGxZM+eHT8/54aXDhkyhLp16/LccymOQnDa8ePH+eKLL/j995R/Nd28eZPXX3+dTZs2sWnTJpdOK5HRoqOjeeGFF4iIiEiwjNGgQYNo0aKFh6NzrHjx4kRERHDz5s0kE9zY2Fifmi5GLxwhbklXiLFrt4i+Qtw3jfEbcgrJkvkf2LemiZoOVMfWytQH+BtYCJQGjgGdVTXSagT6HHgaW3dfr/gH91JDVTelNV6XJVqquhXHDY1rUnGOY9g+uPj3f2Bmr/eY+FngPWHSpEn07t3bp/8wGa6XK1curl1zrmF82bJl/Pjjj04lRKkxdOhQBg0aRMmSJZOtt2/fPgYMGEChQoXYvHmzy7otPWXGjBmcOHGC1157DVVFRAgLC2PMmDFem2hlyZKF4sWLc+LECSpUcDycJjY21qdatOJ+nwG3Yu7cEXsTDq+DSq1ddCWvHpz+ORCkqh2tqaByYWvY+UlVPxKREcAIbL1pT2EbS1UBeBjbw3fOrdcFiEgU/+syTLALUFXNl9I5fOeny8hQ58+fZ+nSpfz9998Zfu2oqChmz57Nrl2p/p8OI5PLmTMn165du/2HPinnzp3jxRdfZMWKFeTLl+LvQadt3LiR3377jTlz5iRZR1WZMWMGr7/+OmPHjqVXr14+v4rB9evXef/991m+fDl16tQhKiqKvHnz0qRJEz7++GNOnjxJiRIlPB2mQ/Hdh0klWjExMT7VosWVfyDOQaKlcei185l+WJWI5MM2/2YvAFWNBqJFpA3QyKr2DfAztkSrDTDHGh++XUTyi0hRVT3jzPVUNd0D9kxrkeHQtGnTaNOmDUWKFMnwa3/77bc0btyYUqVKZfi1De+WJUsWsmbNSnR0dLL1Jk2aRNu2bV06+3pcXByDBg1i/Pjx5MyZM8k6ffv25YsvvmDz5s107NjR55MsgClTpvDQQw/dsVRNtmzZaNu2LYsXL/ZQZClLaZzWjRs3fCrR8ivfArI6aOnXW0iplMcMpop3rnVYFtt8m7NE5HcRmS4iuYH74pMn69/4P17FgZN2x4dbZWn8SKSIiJSM35w5xiRaxh127tzJ559/zsiRIz1y/Z9//pm2bdt65NqG94tv1UrK9evXmaNR5RkAACAASURBVDZtGkOGDHHpdffu3cvVq1dp3769w/3xSdaBAwfYtm0bVapUcen1PSUqKoqxY8cmOSnrs88+6xVz7iWlTJkyHDt2LMn9oaGhBAYGZlxA6VW5LdxXHbLm+l9Z1txQ679IwbKuu47gqUSrsLU0X/zWN1FkWbDNzD5VVWsBV7F1EyZ3J4mleiVxEXlGRA4CR4FN2MaBrXXmWJNoGQlcuHCBTp06MXXq1CSb2t3tjz/+cOns3Yb3UpSrhHKe2ZxmNOeYQTSO16aLl9I4rSVLllC3bl0qVark0lg3b95Mw4YNHbZQxcXF0a9fP/7++29Wr15N7ty5XXptT5o8eTJNmzalevXqDvc3btyYo0ePpvh0n6ck16IVHR3Ntm3baNCgQQZHlXbinwW/Xj8jT46Dko9B2SfxazcHv6cnuuFiHtjgvKrWsdu+ShRVOBCuqvETon+PLfH6R0SKAlj/RtjVt+/XDgBOp+HTeA/b8oIHVLUM0AT4xZkDTaJl3BYXF0ePHj1o27YtHTs6tSi5y129epWTJ0+6/I+k4Z2usJlL/MAtLqLcJJojnOdrYjib5DG5cuXi+vXrSe4/cOAAdevWdXms8TPSOzJ48GD27dvHmjVrMt0DHBcvXqR8+fJJ7s+SJQuNGjXi119/zcConBcQEMDJkycd7gsJCaFixYo+96CCZMmO30P/h3+fLfj3WI9Ube+eLmov7DpU1bPASRGJ/yPRBNgLrOR/S/f1BFZYr1cCPcSmHnDJ2fFZicSo6r+An4j4qepGoKYzB5pEy7jto48+IjIykrFjx3oshrCwMKpUqeJTYyaMtFFiiGIjSkyi8lgu81OSx6XUdXj69GmKFi3qsjjBNsA9qUTr7NmzfPPNN6xatconJrpMrUaNGrFp06Zk61SuXJn9+/dnUESpc+rUKYoVK+Zw38aNG3niiScyOCIf4pkWLWe8DMwV+f/2zju+xvML4N8niRFChBglYo+YMap2ROxNCa2tLS1FKYra1Rq11UptalaU2CtUbCKIEbP2Xomd8fz+uDd+N8nd9+bmivf7+byf5D77yXvvzXnPOc854jQqYec3VKn76qrNe3XVr0EV+eAqcBn4E+hp4l8hnmfqzDf/queejiqelkGUU4cKgCrR7cyZMzl+/HiKCjlhYWGK2fAjIZbn6HKfiNZjPjRkOrx7967VBa3169fzySefaA16unLlSlq0aGFy9oIPherVq3P8+HFev36t8xCAl5cXgYGBWutSmnPnzlGiRAmtdcHBwfz44482XtEHhJ0e5JBShgEVtVT5aWkrgV5WmLY58AboB7QHXAGjsskrGi0FoqKi6NixI8uXLydPHrMPY1gFR0dHYmKMekhQ+MBxIBOSOK11juhO0mzIdGhtQSsuLo6RI0cyevRoreaZpUuX0qlTJ6vNZ2+4uLhQunRpDh8+rLONPWu0dAlab9684ejRo0qyel2khDbLDuU6IcQfQoiqUsqXUspYKWWMlHKJlHKG2pRoEEXQUmDu3Ln4+Pjg55fkYcDm1KhRg/3796f0MhT0IKXk3j3dPlTG4kA6MlIeSKhBFaQhM7rNOYY0WtmyZeP8+fMWry+etWvXkiFDBho3bpyk7vTp0zx+/JhatWpZbT57pFatWgQHB+usL1q0KJcvX7bLhyRdgtbhw4cpWbKkVeOspS5SwD/LPjVol4DJQoj/hBAThBBG+WVpoghaHzlv3rxh6tSpDB6s73Ss7ShWrNh7h3gF++T69evkzZuXyZMnY3yOeO240oSMfIrACXDEgcxkoTXp0H1M3ZCP1k8//cRvv/1GXJx2bZkpxMbGMmrUKMaMGaNVm7V//34aNGhgdEqgDxVfX1/27t2rsz5jxozkzJlTbxiFlODdu3f8999/FC1aNEmd4p+lYAxSyulSyiqAD/AEVfyu80KIEUKIpG8sLaTubwcFgyxZsoRy5coli1/UiRMnKF68OBUrVqR79+7MmTPHYDoUIQTVq1dXtFp2jKenJy4uLsyePZsWLVrw9OlTs8cSOJKFxmTnOz5hCLkYRAa0hxGIJ126dLx580ZnvZ+fH66urixZssQoQTAyMlKn4LZ48WKyZctGvXr1tNa/ePEi1fpmaVK1alVCQ0N5/vy5zja1a9dm1qxZNlyVYS5dukS+fPm05jkMDg5OkTyuHxQOwvaXnSKlvC6lnKCO3fUl0BIwSnWuCFofMTExMUyYMIEhQ4ZYfezAwEAaNGjA6NGjmTlzJmXLluX48eM0aNCAbdu26e2rmA/tGwcHB6pVq8bYsWMpUKAA5cuX5+jRoxaNKXDEAWeEEU4ajx8/Jls23T5cQggmT57MmDFjKFeuHDNnzuTJkycJ2kRHR7N582batm1L3rx58fLySnCyTkrJ9OnTGTZsGDNnztR5dP7ly5epKmaWLlxcXGjfvj2DBg3S2eb3339nzZo1ek2MtkaX2fDVq1eEhoZSrVq1FFjVh4TipBWPECKNEKKpEOIvVIFKLwKfG9NXEbQ+YrZt20aePHmoXr261caUUjJ+/Hj69u3Ltm3baNu2LVWqVKFXr14sWLCAgIAABgwYoNeXo2bNmvz7779WW5OC9alevTpHjx5l2rRpTJo0iSZNmjBjxgyLTYnGcPv2bYOHNqpVq8aVK1eYPHkyBw8efK+Fc3Z2Jm3atKRPn55ff/0VX19frl27xpw5c/jiiy8YOnQoL1++pHv37ixYsIBDhw5Rrlw5nfO8evWKDBky6KxPTUycOJGtW7eye7f20BvZsmXjzz//pGvXrly9etXGq9PO2bNntQpaBw4cwNvb+6MQks1GoJIQbH3ZGUKIukKIhagCn3ZHFS6ikJSyrZTyH2PGsMNtKdgCKSXz58+3ujZr1qxZrFy5ksOHD1OhQoUk9c2aNcPd3Z1FixbpHKNs2bLcunWLx4+NOtChkAJUr16dkJAQAD7//HMOHTrE4sWLGTt2bLLPbYygBSrNm5+fHytXruTRo0fcvXuXx48fExUVxdu3bzl48CDffvstWbNmpVGjRoSFhXH69Gk++eQTHjx4wIEDB8ifP7/eOT4WjRaAq6sr8+bN4+uvv9Zpam3UqBFff/01VapUwcvLi379+rFjxw69pt7kICoqiuHDhzNz5kzq1q2bpF7xzzIWRaMFDAUOAV5SyqZSyr+klC9NGUARtD5SNm/ejBCChg0bWm3Mhw8fMnr0aFauXKnzH6EQgkmTJjFy5EiioqK0tnFycqJy5crv/5Er2B+lS5cmLCyM6GhVsNFChQrRu3fvZNdkvH79mpcvX+o1HWojffr0ZMqUiQwZMpAuXTqcnJKGEMyRIwdBQUFs3ryZ9evXGxV89GMStAAaNmyIj48PU6ZM0dlm2LBh3L17l+XLl5MtWzbGjBlDrly5mD59ulUOKOgjJiaGefPmUbRoUa5fv87Jkyfx8UmaaPnw4cNW1eSnWhQ5Cymlr5TyTynlE8OttaMIWh8hUkrGjRtH9+7drZq2YdiwYbRv315ncMB4KlasiJ+fn94I9Iqfln0zadIkmjZtmiC4bUxMjFYBxprER/lOlnQjqB4EatSoYfQpwo9N0AKYOnUqu3bt0mved3BwoEKFCgwbNoyQkBCOHTvG2rVr8fHx4dKlSybNFxMTw8SJE2nbti2lS5fG3d2dnj17JojbJaVky5YtlC1bllWrVrFp0yaWLl2Kp6en1jGvXr2aYrlcPyiU8A5WQRG0PkL279/PgwcPdJ6kMoeTJ0+yYcMGRo0aZVT7X3/9ldmzZ3Pr1i2t9Yqflv1y+vRp5s2bxx9//JGgPDY2NtkFrZ07d5qVxzAuLo6goCAaNGhAu3btCA0Ntcp6PiYfrXjc3NwYMWIE3bp148aNG0b1KVKkCPv27aN169ZUqVKFadOmERsba1Tf+fPns3btWpo3b86yZcs4duwY7u7u+Pj40LBhQ/766y/q1atH//79GT9+PHv27NHqthBPTEwMd+/excPDw6j5P2oUjZZVUAStj5Bx48YxaNAgHB0drTKelJLevXvzyy+/GH3U3dPTkx49ejBs2DCt9ZUqVeLcuXO8ePHCKmtUsA6xsbF8/fXX/Pbbb0nyxyW3RktKybx58+jevbvRfaKiopgxYwbFihVjzJgxtG/fnkqVKtGsWTPq169PcHCwRQ78H6NGC1ShHLp370758uWNFpocHR3p27cvhw4dYt26dfj4+HDx4kW9fSIjIxk9ejTz5s3jyy+/xNvbmwIFCjBmzBiuX7+Ov78/ixYtomXLlpw5c4amTZsa1HbeunWLnDlzkjZtWpP2/PGRAtosRaOlkBoIDQ3l9OnTVk0ZsnnzZqKioujWrZtJ/QYPHsymTZu0+vWkT58eb29vvWk/FGyLlJJevXqRNWtWvvrqqyT1MTExVhPetXH8+HGioqKMjn10//59ypQpw/79+1m8eDFHjx6lY8eO9O/fnytXrtC2bVu++eYbpk2bZvaaPlZBC2DQoEEcPHiQDRs2ULlyZYMx8uKJ1275+/tTtWpVpkyZolNQmzt3LnXq1KF8+fJJ6tKnT0/Xrl3ZtWsXPXv2NDpH67Vr1wweclBArWFSBC1roAhaHxnjx4+nf//+WgP4mcu0adPM0pBlyJCBd+/e4erqqrVeMR/aFyNGjOD48eOsWbNGq9YgOjo6WTVa8+bN45tvvjHKf+r169e0aNGCTp06sXbtWqpVq5ZgzenSpaNbt24EBQUxbtw4nj17ZtaaPmZBC1Spd/bs2UPPnj1p0KABvr6+/Pbbbxw9elSvlsvBwYE+ffpw5MgRNmzYQM2aNYmIiEjS7s2bN+TLl8+otdy8eRNfX1/KlStHoUKFyJUrF7169Upy6Oa///7TmhxcQQuK6dAqKILWR8TFixcJDg6mR48eVhvzzJkznDt3jjZt2pjc9+TJk3h6euo8QaY4xNsP06dPZ82aNWzdulVnbrjNmzfrjTllCZGRkaxbt44uXboYbCulpFu3buTLl8+gz6CXlxeNGzdm0qRJZq3r5cuXH52PVmKEEHTt2pUrV64wYMAAHjx4QLdu3ciRIwe9e/fm4cOHOvsWKlSI4OBgvvjiC6pVq8bEiRMTJAzPmTMn9+/fN2odYWFhvHv3jgULFrBt2zYOHTpEZGQkjRs3TiD0xR+oUDACRaNlFRRB6yNi4sSJ9OrVCxcXF6uNOX36dHr27GmWv0NISAg1atTQWV+1alWOHTvGu3fvLFmizZBI3nGDl5zgHTeQJH/wTluwbt06Jk+ezM6dO8mePbvWNiEhIdy8eZO2bdsmyxpWrFiBn58fuXLlMth2zJgxXL16lUWLFhl1OnHUqFHMmTPH6H/omrx69eqj1mhp4uLiQuPGjZk2bRrh4eGcOnUKIQQlSpTg999/1xlLy8HBge+//56jR49y8OBBChUqxOTJk3n58iW5cuUyOoH57du3KVGiBOXLl6dIkSIUKFCAJUuWkCZNGn7//ff37dzd3ZUYfcaiaLSsgkFBSwiRVwgRrE6ieFYI0Vdd3kb9Ok4IUVFP/75CiHB12x80ynMLIfYIITYIIVzUZaOEEK+EEDk02ine0Fbg1q1bBAYG0rt3b6uN+fDhQ9atW2e2hmz//v16BS1XV1eKFCnC8ePHzV2izYjjDQ+ZyyMW8ZwgHrGIh8wljrcpvTSLmTBhAgEBATqPyoPqFOngwYOTxXRoihP8ypUrWbhwIRs2bMDZ2dmo8fPly4e/vz9z5swxeW0fu+lQHx4eHsyYMYOQkBBCQkLw8vJi9erVOg8fFCxYkH/++YetW7dy+PBhChYsyN9//220APz06dMk98LBwYG5c+e+F9wA8ufPb3fJr+0WO9ZoCSEchRAnhRCb1K8LCCGOCCEuCSFWCyHSqsvTqV9fVtfnT5a/lR6M0WjFAD9KKb2AykAvIUQJIBxoBeh0ohFClAK+ASoBZYEmQoj44CV9gN7AfKCDRrdHwI8m7kPBAFOmTKFLly4mB3rUx9KlS2nRooVOLYc+pJQGNVpSSl68eGFVf7Lk4jlbieYukndIopG8I5q7PGdLSi/NIq5cucL169epU6eOzjYnTpwgPDzcqgcsEo//7NkzvWsAVRDKPn36EBQUZJTmSxMpJVmzZjWpT2xsLNHR0aRPn96kfh8bxYoVY8OGDSxcuJDx48fTqFEjvebEsmXLsnbt2vcnQo3VltevX5+NGzcmCYpapEgRqlevzooVKwCVoHXt2jXzN/SxkBLaLNM0Wn1JmNR5AjBVSlkEeArEn9j5CngqpSwMTFW3sykGBS0p5V0pZaj69yhUG8sjpTwvpUzqvZgQL+CwlPKVlDIG2Icq4zWAIxCnvjT/vAuBtkII0771FHTy6NEjFi9eTP/+/a067rZt22jRooVZfSMiIsiQIQN58+bV2ebw4cM4OjpqPXFkb7ziFJDY+TdWXf7hsnr1alq3bq1XU/Xrr78ycODAZBOIAwICDDrBX79+nVatWrFo0SLKlClj8hxHjx6lUqVKJvWJ989KruCpqQ1fX1+OHj2Kt7c35cqVS5DEWxslSpRg+fLlRmeIKFeuHBkyZODAgQNJ6tq0acPmzZsBlQbzxo0byR6lPnVgn5KWEMIDaIxKUYNQfQhrA3+rmywB4v85NVe/Rl3vJ2z8oTVJz69WuZUDjhjZJRz4VQiRDXgNNALi7UB/AMuA58CXGn1eoBK2+gIjDU2gK42LtYhXN3/I/Pnnn3Tq1AlXV9cEfy9L9vb69Wtu3LhBpUqVzLoHBw8epFGjRnr7BgUF0a1bN5NjaaXEPXtNGlTPDolxIArrvEdTYl+7du1ixIgROu/T5cuXuXr1KnPnzrXos6hrby9fviQkJIQhQ4boHD8mJoYePXowZMgQfHx8TF7HmzdviIyMpHDhwib1vXnzJkWLFtXbJzV8f2jDkn0NHTqUGjVq8MMPP/DFF1/QvXt3q4UF+frrrwkMDMTb2ztBebVq1fjll1948uQJadKkoUSJEly8eFFrqjDlnsUjwMFuHyKmAYOA+DxZ2YBnaoUOqBJAx9/cPMBNAClljBDiubr9I1st1mhBS+1HtQ74QUoZaUwfKeV5IcQEYCcqAeoUKlMkUsrrQE0dXWcAYUKIyYbmMCYfmaXYYo7kIioqiilTpnDw4EGt+zB3bwcOHCBnzpx88sknZvXfu3cv1atX1zv/li1bmDdvnllrtPU9e0se3nIZEjjAC9JRmExYby223Fd4eDiXLl2iZs2aOrVJkydPpl27duTIkUNrvSlo29uKFSvw8vLSexx/8uTJxMTE8P3335ulXQoPD8fV1RV3d3eT+m3ZsoXy5csbvCcf8veHPizZV6NGjfD29ubLL79kx44dLF++3GRzrzb8/f0pVaoUv/32WwIfvUyZMpExY0bOnDmDj48PxYsXZ//+/XzzzTdax1HuWYriLoTQdMwNkFIGxL8QQjQBHkgpTwghasUXaxlHGlFnE4w6dSiESINKyPpLShloygRSygVSyvJSyprAE8Bgoisp5TNgBdDTlLkUkhIQEEDt2rWtntfrwIEDWpO1Gsv+/fv1JnV9+vQpV65c+SDMhgBZaIoDzghUQRMFaXDAmSw0S+GVmc+6devw9/fXKWRdvnyZ7du307Nn8n1MAwIC9DrBX7t2jXHjxjF37lyzTXiHDh0yK63PypUr+eKLL8yaUwFy587Nrl27qFatGuXLl2f37t1WGfPTTz8lKCgoSV2DBg3YsWMHAM2aNWPjxo0Wz5fqSRnL4SMpZUWN672QpaYa0EwI8R+wCpXJcBqQRQgRrzzyAO6of78F5AVQ17uikkVshjGnDgWwADgvpdSdsl13/xzqn56onOdXGtl1CtADE82bCv/n7du3TJkyhcGDB1t97AsXLhhMHq2LoKAghBB4eXnpbHP58mWyZ89udHLflMaJbOSkP5moizPlyERdctIfJz5cV8O4uDi9oUAmTJhAz549dcbVspQTJ07w+PFj6tatq7VeSsl3333HgAEDKFy4sFlzREdH88cff9C+fXuT+kVERHDv3j2LHjYUwMnJidGjR7Ns2TI6duzIiBEjiImJMdxRD7Vr1+bIkaTeLRUqVOD06dOASujat28fr169smiuVI9wsP1lACnlECmlh5QyP9AO2COlbA8EA63VzToDG9S/b1S/Rl2/R1qSd8sMjPkvVg3oCNQWQoSpr0ZCiJZCiFtAFWCzEGI7EB+2QfOo1TohxDkgCOglpXxqzMKklI+A9YD9HzmzU5YuXUqZMmWSJYhkREQExYsXN7nf7du3+eabb1i2bJleDUTFihXJkycP8+fPt2SZNsUBZzJRjay0JhPVcMC48AL2SuHChbl8+bLWups3b7Ju3Tr69OmTbPMbcoJfsWIFd+/e5ccfzT+k/Ndff5E/f369p1+1sXLlSvz9/ZM15dDHhJ+fH6GhoRw8eJBWrVpZlH+yRIkSnD17Nkl5kSJFuHRJZVBxc3OjYsWK7Nq1y+x5Uj0CpHCw+WUBPwH9hRCXUflgLVCXLwCyqcv7A9bXPBhA2FiwsypCiGQXTKOioj4Uu3YCYmJiKF68OAsXLqRmTe2ucObuLTY2FhcXFx49emRSDKHY2Fjq1q2Lr68vw4cPN9j+9OnT1KlTh3PnzpnkP/Oh3jND2Hpfhw4d4ocfftCqHejTpw/p06dn4sSJVpkr8d6ioqLw9PTk7NmzWqN4P378mJIlS7Jx40aTTwvGExMTg5eXF3/++Se1atUyup+UkuLFi7N06VI+++wzvW2V96JpxMTEULlyZXr27Gly7tR4rl69Sq1atbhx40aC8tevX+Pm5saLFy9wcnJ6H1g18cPcx3TPhBBIKbU+8Vb0TieP7rB9BH3HnP+dkFLqjM35IfJh2GUUTObvv/8mZ86cJj+pG8ONGzdwd3c3OVDj+PHjiYuLY+jQoUa1L1OmDO3bt2fIkCHmLFPBQgoXLvxeA6DJ06dPWbJkidXDhWiyatUqatWqpTNVyo8//ki7du3MFrJApZXKnTu3SUIWqFJHxcTEWDS3gnacnJxYsGABgwcP5s6dO4Y7aCF//vw8fvyYyMiEZ7acnZ3JmTPnewGsadOmbNq0SQnzoA87Dlj6IaEIWqkQKSXjx49n6NChyRLj5+LFixQrVsykPgcPHmTGjBksX77cJHPLqFGj2LJlC4cPHzZ1mQoW4u7uTmxsLE+eJPQbTZ8+Pbly5WL79u3JNrc+J/jdu3cTHBzML7/8Yvb4sbGxjB07lhEjRpjcd+XKlbRr106Jn5VMlC1blh49etCrVy+zTIgODg6ULFmSsLCwJHWa5sNChQqRLVs2jh07ZvGaUycClYhg6yv1kTp39ZGzdetWpJQ0atQoWcaPjY0lTZo0Rrd/9uwZ7du3JyAgAA8PD53tXr9+zerVq987rIIqDc+ECRPo1atXgsSwCsmPEIJSpUolEXKdnZ0JDAxkwIABWv+ZWUpoaCgPHjygXr16SerevHlDjx49mD17tkXmndWrV5M9e3Zq165tUr+4uDhWrVqlnDZMZoYNG0ZERATr1q0zq3/9+vXZsiVpVgZNQQuU04eGkMLR5ldqRBG0UiHjxo1j8ODByfbEnS1bNqOTskop6d69O40bN6Z58+Za648cOcK3336Lh4cHP//8M9OnT0/Qpn379mTMmJGAgMSnfBWSm6+++opZs2YlKS9ZsiR//PEHn3/+eRKNl6XEO8Fr03wuXbqUokWL0rhxY7PHj4uLe6/NMvUzcuDAAbJkyUKpUqXMnl/BMOnSpWPBggX06dPHrATQTZs21SpAJRa0mjZtqjUUhIIq0JRE2PxKjSiCViojJCSEO3fu0KZNm2SbI2vWrEZ/+S1YsIALFy4wadKkBOV37txh4sSJlCxZkg4dOuDp6UlYWBgrVqwgNDQ0QVshBLNmzWLkyJF6c6QpWJ8vvviCY8eOcfHixSR1bdu2pXnz5nTo0MFqfi4vXrxg9erVdO3aNUldbGwskyZNsjhcyblz53jz5o3OsBH6UGJn2Y4qVarg7+9vli9gxYoVefr0aZJTs4kFrc8++4x79+4puQ+1IhSNlpVQBK1Uxrhx4xg0aJDe3HSWki1bNoNajOfPnzN27FgGDx7MqlWr3ife3b17N40bN6ZkyZJcvHiRP//8k4sXLzJ06FDy5s1L6dKliYiI4O3btwnGK126NB06dEiWmGAKunF2duabb77hjz/+0Fo/YcIEXr58yZgxY6wy36pVq/Dx8dGaGmXDhg1kzZrV4gMee/fupXbt2iZrs6Kjo/n7779p166dRfMrGM/YsWP5999/2bZtm0n9HBwctGqrEgtajo6ONGnSRNFq6UTx0bIGqXNXHylhYWGcPHmSzp07G25sAfE5E589e5ak7smTJ4wcOZJChQpx6dIlDhw48D6w6a1bt/D396dt27bcunWL+fPnU61atQT/8JydnSlcuLDWODijRo1i27ZtHDp0KPk2p5CE7777juXLl/P8+fMkdWnSpGH16tXMnz//fdJeS9DlBC+lZMKECQwcONBik3hwcLDJJw1B9ZBQsGBBChYsaNH8Csbj4uJCQEAAPXr0MDmHpTbzYcGCBbl58ybR0dEJ2imCljZS4MRhKj1goghaqQQpJSNHjqRfv37vtUfJhaOjI99//z01atR4f1T60aNHDB06lCJFinD79m2OHDnCkiVLEpxOHDx4MN999x2dOnXSGxqiXLlyScyHAJkzZ+b3339XHONtjIeHB/Xq1WPRokVa63PlysWaNWvo1q0bV65cMXuekydPcu/ePerXr5+kbv/+/Tx58oQWLVqYPT6o/LP27dtnlqC1cuVKvvzyS4vmVzCdunXr4ufnx7Bhw0zq5+fnx4kTJ3j69P8xstOmTUvu3Ln577//Eox/5MgRrQ8SHzsSR5tfqRFF0EolzJ07l+vXr9O7d2+bzDd16lS6detGlSpV6N27N8WKFePZs2eEhoYyf/58179KWwAAIABJREFUChUqlKD9oUOH2Lt3r1Gmv/Lly2sVtEDlM5Q5c2bmzZtnlX0oGEefPn2YOXOmTgG3atWqDB8+nNatW5udQmXx4sV89dVXWp3gJ06cyIABAyyOxH727Fnc3Nz0nn7VxuvXr9m4cSP+/v4Wza9gHiNGjGDt2rUm9cmQIQO+vr5s3bo1QXmRIkUS+By6uLhQo0YNk82TqR4hPrTI8HZL6tzVR0ZYWBgjRoxgzZo1ya7NikcIQb9+/Zg7dy4uLi6cPn2a2bNnky9fviRt4+Li6Nu3L+PGjdObOy+e8uXLc/LkSZ3zzpo1i1GjRvHgwQOL96FgHFWqVCFr1qxaj8zH06tXL9zc3Pjzzz/NmuPUqVNa/a/Cw8M5fvw4nTp1MmtcTYKDg/H19TW535YtW6hQoQK5cuWyeA0KppMvXz5evXpl8mEYbebDxH5a8e0U82FSFI2WdVAErQ+cqKgo/P39mT59OkWLFrX5/E2bNmXcuHFanZfjWbZsGQ4ODkYn7i1btiynT5/WqRkpWbIknTp1UhzjbYgQgj59+jBjxgy9baZMmcLo0aO1+u8Z4urVq1r9nyZNmkTv3r1xdrY8d+TevXvNNhsqpw1TDiEEZcqUSRBjzxiaNGnC9u3beffu3fsybYJWkyZN2Lp1q8UJrVMdio+WVVAErQ8YKSXffvstPj4+dus7EhUVxdChQ5k+fbrO5MCJyZw5M3ny5CEiIkJnm5EjR7Jjxw4OHjxoraUqGMDf35/w8HCtBxXi8fb2pkmTJvz6668mjf3u3Tvu37+fxKT37t07AgMDdUaJN5WTJ0+anDonMjKSnTt30qpVK6usQcE84h/ATCFXrlwULFiQ48ePvy8rWrRoEkHLw8ODAgUKcODAAausNXWgRIa3FqlzVx8BUkpmzJjB6dOnkwT4tCfGjRuHn5+fweS7idFnPgTIlCkTkyZNolevXspTqI1Ily4dPXr00BnqIZ6xY8eyaNGiJDGM9HHnzh3y5s2bJCzJoUOHKFasGNmzZzdrzYl5/vw5bm5uJvV59eoVDg4OuLq6WmUNCuZRpkwZTp06ZXK/7NmzJ8h7qE2jBbqDnH6sSJTI8NZCEbQ+QM6fP0+9evWYP38+f//9NxkyZEjpJWnl6tWrzJs3j3HjxpncV9fJQ03atm2Lm5sbc+fONXeJCibSqlUrgoOD9bbJlSsX/fv3Z9CgQUaPe/PmTa1mw/DwcMqXL2/yOrUhpSQyMtLk1D25cuUie/bshIeHW2UdCuZhjkYLVCFINMM55M+fn7t37yaJ1Refjsec/IqpE9tHhVciwyukOJGRkQwcOJAaNWrQpEkTQkNDTU7ubEsGDhxI//799fpv6ULfycN4hBD88ccfjB49mvv375u7TAUT8PLy4saNG7x48UJvu379+hEaGsrevXuNGvfhw4d88sknScqzZMlicC5jefPmDU5OTqRNm9bkvjVr1uTff/+1yjoUzKNkyZJcuHAhgdBkDGnSpEngo+Xk5ISnpydXr15N0M7b25s3b94oUeI1EQ62v1IhqXNXqYiYmBi2bdtG+/bt8fT05OHDh4SHh9O3b1+TEjvbmuDgYEJDQ81KnwEqjVZYWJjB1C4lSpSga9eu/PTTT2bNo2AaadKkoWTJkgZNOM7OzkyYMIH+/fsbFfPMwcFBqybBlHRPhoiKiiJz5sxm9fXx8WHfvn1WWYeCeWTMmJG8efNqTQelj8QaLdBuPhRC0LRpU4Ma248HYZenDoUQeYUQwUKI80KIs0KIvuryrEKInUKIS+qfbupyIYSYIYS4LIQ4LYSwjorcBBRBy44JDw+nUqVKDBs2jCpVqnDp0iUWL15s90fMY2Nj+eGHH/j999/NPinm7u5O5syZjXq6HD58OLt37yYkJMSsuRRMwxhtI6ic552dnVmzZo3Bto6OjloFstKlS3Ps2DFevXpl1lo1McdsGI+vry/BwcFJzE0KtsUcP620adMm0GiBbj+tZs2asWfPHovWaK9IKXn06BEPHz407n0ssNdThzHAj1JKL6Ay0EsIUQIYDOyWUhYBdqtfAzQEiqiv7sAcE/90FqMIWnZIbGwsEydOxNfXl549e3Ls2DG+//57qzkEJzfz588nS5YsfP755xaNY+w/9EyZMjF58mTFMd5GGDqoEI8QgoYNG3LmzBmDbR0dHbXeOw8PD6pUqcLq1avNWqsmUVFRZgtaHh4elC5dmk2bNlm8DgXzMcdP6/nz50nMxZUqVWL37t1J2vr6+nLp0qVUmbz+8OHD5M6dm+LFi+Pj42OUL5o9arSklHellKHq36OA80AeoDmwRN1sCRCfRqI5sFSqOAxkEUIk9VNIRhRBy864fPkyPj4+bNmyhaNHj/L1119bnNvNljx79oyRI0cyffp0i9dt7D90gDZt2uDu7s7s2bMtmlPBMIULFzb6RKGbm5tRMbUcHBx0mhi//fZbq2QCiIyMNNt0CNClSxcWL15s8ToUzMdUjVZkZCT79u2jXr16CcpbtGjBkSNHuHXrVoLydOnSUaVKFb2BeS3lxYsXBl0ikoPo6Gj8/Px4+PAhT548MSKUhf1HhhdC5AfKAUeAnFLKu6ASxoAc6mZ5gJsa3W6py2yGImjZCVJKZs+eTeXKlWndujV79uyhQIECKb0skxkzZgzNmjXD29vb4rGMOXkYT7xj/C+//MKjR48snltBNzdu3CB//vxGtXVzc0uQa04XTk5OOgWthg0bcufOHcLCwkxZZhIs0WgBtG7dmpCQEO7du2fROhTMx1SN1saNG6lZsyZZs2ZNUJ4hQwbatm2rVXBu3LgxkydPtrqZODY2ltmzZ5M3b15at25tczO0k5MT0dHRODg48P333zNz5kwjeokUuHAXQhzXuLQG0RNCuADrgB+klJHa2mhsIjE2PVqqCFp2wM2bN6lfvz5LliwhJCSEH374wejgnvbEhQsXWLZsGWPHjrXKePGmQ2OPW3t5edGtWzcmTZpklfkVtHPhwgWKFy9uVNssWbIYJWg5ODjoNPs6Ojri7+/P5s2bTVpnYixxhgeVM3arVq1YsWKFRetQMB9PT09evnxp9MPU6tWradu2rda6r776igULFiTRLtWtW5eCBQsyfPhwi9cbz5kzZ6hUqRJr1qxh9+7dxMXFMXToUKuNbwzxghaotLM7duzQ214iUiqO1iMpZUWNKyDx2oQQaVAJWX9JKQPVxffjTYLqn/E52m4BeTW6ewB3zP9Lmo7B/+Z6PPzbqF/HCSEq6unfT90uXAixUgiRXl1eUghxSAixRAiVvlAIsVgIcVsIkU792l0I8Z9VdmqHSClZunQpFSpUwMfHhwMHDhj9D8weGT16NAMHDiRHjhyGGxtB7ty5EUJw547xn4nhw4dz5MgR9u/fb5U1KCTFFEHLWNOhPo0WqI7268sUYAyWOMPH4+bmlsSxWsF2mJKK5+nTp/z77780a9ZMa3358uXJkiVLklOGQggCAgIIDAxk4MCBRp2a1Ud4eDh169alV69eBAcHU758eTp37pwkvERyoyloZc6cmSFDhhjRy/4iwwuVT8oC4LyUcopG1Uags/r3zsAGjfJO6tOHlYHn8SZGW2GM2kSXh3840ArQGVxGCJEH6ANUlFKWAhyBdurq/kAz4DigaUCPBbqZuI8PjgcPHtCqVSsmTZrEjh07+Pnnn5NExf6QePLkCVu3buWbb76x2phCCJPMhwAuLi4MGDDAyC8RBUOEh4fj5+eHp6cn/v7++Pv7s3fvXqNNw8aaDvVptACKFy/Oli1b6NixI4MGDSIoKMjkk4iWarQAzp07R4kSJSwaQ8EyjPXT+vvvv6lbt67Oey6E4KuvvmL+/PlJ6nLkyMGRI0c4ceIEzZo1SxBZ3hQiIiKoV68e06ZNo1u3bu/9Vl1cXIiKijJrTHPRFLQAIwIKp5hGyxDVgI5AbSFEmPpqBIwH6gohLgF11a8BtgBXgcvAn0BPk/5wVsCgoKXLw19KeV5KacwjphPgLIRwAjLwf5WdIyo7aRwJbajTgH7q9qmSwMBAypYtS/HixTl27JhV/JlSmhUrVtCoUSOT05sYwtiTh5rUr1+fiIgIiwMPfuwRoufPn0/t2rVp1aoVu3btomnTpjRq1IgLFy5ojeKujSxZslhFo/XZZ5+xatUq6tSpQ+bMmZkyZQq5cuWiadOmBAQEcPv2bYNzWOqjBSpBq2TJkhaNoWAZxvhp7du3j59//pl+/frpbde+fXu2bt2qNVZbtmzZ2L59O/nz5+ezzz5j06ZNJn0n3Lhxgzp16jBu3DjatWuXoM7FxcVqgXiNRVs8MUPYY2R4KWWIlFJIKctIKb3V1xYp5WMppZ+Usoj65xN1eyml7CWlLCSlLC2lPG5oDmtjkjCTyMPfIFLK20KIScAN4DWwQ0oZbxieDmwGLgGaOVRuACGoJNYgQ3Mk91PBy5cvrTLOjRs3WL58Of/++y+Ojo6sXr2acuXK8e7duxQzRVhrb6ByOh0wYIDV70f58uUJCgoyady3b9/SpUsX1q1bR48ePcyeu1OnToSHh5M5c2YyZcpE1apV+emnn6zmPxdHNJFs5y3/AZCO/GSmPg5oD0RrzftlDGvXrmXlypXvkzC3aNHifZ2x98PJyYkMGTIQGRlp8BSqq6ur3nE182X27duXyMhI9u/fT3BwMNOnT8fDw4NatWrh6+tLiRIlkswXExNDrly5zH6Pvnr1CicnJ7Jly2b0GLa+Z7YiJfdVokQJ1q5dq/MenD59mt69e/PXX39RpkwZvffKycmJdu3asXr1ajp27Agk3dv48ePZtWsXU6dOZcaMGXz33XfUrl3b4PfAlClT6N69O61atUqyhsyZMxMXF2dTrVZcXBxZsmQxbc5UGqnd1hgtaJng4a/Zxw1VDIsCwDNgrRCig5RyuZTyJKAr0/BvqOyqBr1fLX1CNQZL5zh69CiNGjXiu+++Y9asWZQtW9ZuQjZY4+8XFhZGREQEderUsboTf7ly5ejfv7/J62zevDk9evTgxx9/NPtvHRUVxYQJE/jss8948uQJvXr1IjIykpkzZ1p8/+KI4x6/4cBr/h/SNZyXXCEXQ3HQoWy2xfsdVKbgQ4cOUaNGDbNS1sTz/Plz7t27R4YMGfSaxtOkScODBw9M2l+mTJlo164d7dq1Izo6moMHDxIUFETnzp158eIFTZo0oWnTptSvX580adJw//59ChQoYPbf8MKFC2TKlIksWbKY1M9W98zWpNS+vL29CQkJwdnZWet76sCBA/j5+VG3bl2jxvP396dPnz507Njx/Z4S761ly5Y0b96coKAgxowZw8iRIxk2bBiff/45jo5JzV23b99m6dKlXLp0SevfycvLi3PnziGltNicbSx58+YlNDSUdOnSGfmZFkbFtVIwjFH/FXV4+BtDHeCalPKhlDIaCASqGuokpbwMhAH+Jsxll7x7946vvvqKmTNn8ssvv+Dt7W03Qpa1WLRoEV27dk2Wk5IFCxYkMjLS5JANVatW5eXLl0YFy9RF3rx5efLkCXny5KF06dIEBQVx6NAhhg0bZvaY8bzkEJLXScolr3nFYYvHt5S9e/dSrVo1i4QsKSW9evXip59+Muh/qCsyvLGkSZMGHx8fJk2aREREBMHBwRQrVozx48dTuHBhZs6cyf379y0SDhT/LPsgY8aMeHh46DwcEW9m1hb5XRu1atWiUqVKFClShBkzZui0MDg4ONC8eXOOHz/OuHHjmDJlCqVLl2bOnDlcvnz5vVnx9evX9OnTh86dO5MtWzadY3l5eZkc5d4SMmfOTLFixTh82MjvF/uNDP/BYcypQ10e/sZwA6gshMigHscPlY+XMfwKDDBxPrtj3759ODs7J7HRpxbevn3LihUr6Ny5s+HGZhDvEG9s4NJ4HBwcqFKlikV5yzw8PBIENHR1dWX79u38888/TJgwwexxAd5wwaw6W7F7925q165t0Rjr16/n4sWLRh1MMOQMbypFixalf//+hISEsHbtWvbs2cOmTZss8iFU/LPsB30nD318fBgzZgwNGjQwKuaZg4MDCxcuZPv27Wzfvp3GjRuzbNkynYK/EILGjRtz6NAhpk2bxoEDB/Dx8cHT05NOnTpRuXJl0qdPbzDMTbNmzVi1apXhzVoRPz8/rRHxtSHtNNfhh4gxKgitHv5CiJZCiFtAFWCzEGI7gBAitxBiC4CU8gjwNxAKnFHPlyQmhjaklGfV/T5o7t27R5EiRVKdFiuejRs3UqZMmWQNrmrqyUOAixcvsmvXLosE3Lx58yaJHO3u7s7OnTsJCAhgzhzzU2Y5ottc4KCnzlbs2bMHPz8/s/s/f/6cPn36EBAQQLp06Qy2N+QMbwmVKlVi/fr13LhxwyLh8ezZs4pGy04oW7asXm3QN998Q+fOnWnUqJHRJwbLli3L5s2bGTduHHPmzKFcuXJ6HeCFENSrV4/ly5dz69Ytdu/eTbVq1Rg0aBDLly8nY8aMeufr3Lkzq1ev5s2bN0atzxqYImgBdh8Z/kPBmFOHujz810spPaSU6aSUOaWU9dXt70gpG2n0HymlLC6lLCWl7Cil1BkOV0rZRUr5t8brVlLK/BbuMUV5+PCh1eJK2SMLFy6kW7fkjcZhzsnDfv36MXjwYHLmzGn2vHnz5uXmzZtJynPnzs3OnTv57bffWLlypVljZ0a3/4i+Oltw+/ZtHjx4YNFp2CFDhtC4cWNq1KhhVHtzNFqmngrNmzevRSFUFNOh/WBMLK3hw4dTqVIlWrVqZdKBo4oVK3LgwAHGjh3L4MGD8fHxMTiXEIKiRYvSo0cP2rdvb9SDtaenJ+XKlWPDhg0G21qLatWqcerUKRMc4lMkMnyqI3WKj3bExYsXyZPHpmmVbMbNmzc5cuQIrVq1StZ5TMl5CCpz7ZUrV+jdu7dF8yY2HWpSsGBBNm3aRN++fXn+/LnJYzuRhSx8TsIvFkEWPscJV/MWbCV27dqFr6+v2T53Bw4cYMOGDSaZV43VaEVGRjJ79mzKlCmDo6MjLi4uZM+eHU9PT4oXL065cuVYtmyZWevWx8uXL7l7967RYS0UkhdDGi1QCT+zZs0iU6ZMdOnSxaT8gkIImjVrxqlTp+jQoQN16tRh4MCBVg/J0LVrVxYtWmTVMfWRIUMGPv30U/79V2f4Sw3sNo7WB4ciaCUj169fZ82aNanWP2vp0qW0bdsWZ2dnw40toFixYty5c8doE8CkSZOYPHmyRY7coHrivHHjhs6n4bJly9KwYUOmTp1q1vgZKc8njCErHchKBz5hDBkpb8mSLSY6Oprx48fTpUsXs/q/e/eO7t27M23aNJNO5+lLKg1w8uRJunfvTr58+di7dy/Tpk3j3bt33Lt3j3PnzrF//37++ecfBgwYkCwpmCIiIihatOgHHVQ4NZEvXz5evHhh8JCMo6MjK1as4ObNm/z4448ma0EdHR3p3r074eHhPHjwgBIlSvDPP/9YLcZey5YtOXbsmM4HuuTANPOh/UWG/xBJnbuyA8LDw6levTpjxozBw8MjpZdjdaSU708bJjeOjo6ULl3a6KTC6dOnJ3369BbP6+rqSunSpdm7d6/ONiNHjuSPP/4wO5G1Aw4444UzXjpDOtiSOXPm4OnpSePGjc3qP3HiRAoWLEjr1q1N6pfYdCil5M6dOyxatIjPPvuMFi1akC9fPs6dO8eaNWuoXbs2Tk5O7zVa+fLlo3jx4rRr14579+5ZPb2J4p9lX5iSisfZ2ZmNGzeyc+dOJk+ebNZ8OXLkYMmSJSxZsoQhQ4bQrFkz/vvvP7PGSry2Nm3asHTpUovHMhbjBS2BFLa/UiMp/82eCjl48CB+fn5MmDCB77//PqWXkyzs37+f9OnT8+mnn9pkPlPMhw0aNGDt2rVWmbdly5YEBuqOaFKwYEHatGlj8SlEe+DRo0eMHTuWqVOnmnV4IyIigmnTpjFr1iyT+9+8eZOXL1/SqVMnKlWqhKurK97e3qxfv57hw4dz9epVfv75Zz755BO94zg6OtKsWTP++ecfk9evj9Tgn3XixAnmzp3L3LlzuXjxYkovx2Jq1qzJtm3bjGrr5ubGtm3bmDlzJsuXLzd7Tl9fX06dOkWVKlWoWLEi06ZNM3useOLNh7bKRFGxYkWuX7/OgwcPDDfGMQWu1IciaFmZLVu20KJFC5YsWcKXX36Z0stJNuKd4G11mrJkyZKcO3fOqLb169cnMDDQKuECWrZsyYYNG/T6dwwbNoyFCxdy//59i+dLSUaOHEnbtm3NEiiklHz77bcMHz4cT09Pk/t7enrSuXNnfH19mT59Ov/99x8PHjxg48aNNGnSRGtQSF20bNlSEbS0MGTIELZu3cqOHTvo3r17Si/HYuIjuhvre+Xh4cHWrVv58ccf2b59u9nzpk2blqFDh3L06FGGDRtmlo+mJpUqVSJNmjQcOHDAonGMxcnJCR8fH/bs2WOgpVBOHVqJ1LmrFGLZsmV069aNoKAgGjRokNLLSTYiIyP5559/6NChg83mfPfundHmQA8PD/Lly8e+ffssnrdw4cK4u7vrDfKXJ08efHx89JoY7Z0zZ86wdu1aRo0aZVb/o0ePcvv2bbM1uPny5WP8+PF07dqVKlWqkDVrVrPGAahduzanT5828ondOM6ePfvBx9A6d+4c06dPZ8WKFZw6dYq7d++m9JIsolSpUri4uBgfgBNV+p7AwEA6dOjA8eOWpbwrWLAgZcuW5cSJExaNI4SwuVO8MeZDCUocLSuhCFpWYurUqfz8888EBwcnyMmWGon3kbFl2Ipnz57h6mr8aTx/f3/WrFljlblbtmzJ+vXr9bapWLGixV/cKcmvv/7KkCFDdEayNsTy5cvp2LGjSZqn5CJ9+vTUr1+foCCDqVKN4vXr19y+fZtChQpZZbyUIDIykqdPn+Lp6Un69Olp2rQpf//9t+GOdowQgnbt2pkcYqVatWrMnz+fZs2acfnyZYvW8Omnn3Ls2DGLxgDo2LEjgYGBNsshWbt2bcPBnJXI8FZDEbQsRErJkCFDCAgIICQkBC8vr5ReUrKzcOFCmzjBa/L8+XOTTrG1bt3aqubD9evX6/WhqFChwgcraMXFxbF7926THdjjiY6OZs2aNXZlKm/RooVB4dhYIiIiKFSoEGnSaE/2/SFw/vx5ihcv/j5khzUfRFKSdu3asXbtWpM/582bN2fUqFHUr1/fqOjxurCWoJUrVy6qV69uM+E3NjbWCAuBQOJg8ys1kjp3ZSNevHhB165d2bNnD/v37zfLN+VD48KFC1y7do2GDRvadN7nz5+bpNEqUKAABQoUsIo5z9vbm5iYGMLDw3W2qVChAqGhoSbF6rEXzp49i6urK3nz5jWr/86dOylUqJBdaXwaNWrEv//+a0JgRt2kBv+sxHuoV68eZ8+e5fbt2ym4KsspUqQIHh4eZrkJdO/enU6dOtGoUSOz3yfWErTAtjG1zp07Z5xSQDja/kqFKIKWmWzfvp1SpUoBqrxw7u7uKbwi27Bo0SI6depk83hCpgpaAG3atLHK6UMhhEHzobu7O25ubhabIlKCvXv34uvra3b/v/76i/bt21txRZbj6uqKu7s7d+7csXis1OCfdeTIEUqXLv3+ddq0aWnUqBFbtmxJwVVZh3bt2pmdM3DEiBF8+umnJkePj6dw4cI8f/7cKv6ATZo04dy5c1YPTaIN4x4ehDrfoW0vYxBCNBBCRAghLgshBlv+F0leFEHLRB4/fkznzp359ttvCQgIYPHixbi4uKT0smxCdHQ0S5cutbnZEFQ+WqaYDgHSpEljNQ2TMX5a5cqVMzrWlz0RHBxMrVq1zOr74sULNm/ejL+/v3UXZSHR0dHcvn2b/PnzWzzWh67Rev78OWvWrEkiDJcoUYIrV66k0Kqsh7+/P4GBgWYJSkIIZs+ejYuLi8nR40EV/61ixYpW0WqlTZuWL7/8ksWLF1s8liHOnz9v1HvaHiPDCyEcgVlAQ6AE8IUQwq4/oIqgZSRSStasWUOpUqVwc3PjzJkz1KtXL6WXZVO2bdtGwYIFKV68uM3nNkejtXHjRpo1a2aV+atVq8bt27e5du2azjZubm5WMVXZmpCQEHx8fMzqu23bNipXrkz27NmtvCrLuH79Orlz5zYqobUhPnRBa+HChdSvXz9JKrD8+fNbJehmSuPp6YmXlxc7d+40q3989PgbN24wcOBAk/tb23y4ZMmSZHdBMFajZaeR4SsBl6WUV6WU74BVQHNjOqYUiqBlBHfu3KFly5aMHj2awMBApk2b9tFosTRJCSf4eEwVtJ4+fcrx48fx8/OzyvzGBMJMmzYt0dHRVpnPVsTExPDkyRNy585tVn9nZ2ebBVo0hcuXL1OkSBGLx3n79i3Xr1+3ylgpQWxsLDNnzqRv375J6lKLoAWYdfpQk/jo8du2bWPevHkmCTrR0dE8fPjQ7Lk1KVu2LNmyZTMixpX5REdHc/XqVYoWLWqwrZ1Ghs8D3NR4fUtdZrcIe/ySNBYhxIe7eAUFBQUFhZTlupQyv7YKIcQ2ICWcj9MDbzReB0gpA+JfCCHaAPWllF+rX3cEKkkpe9t2mcbzQWdIlVKmzqAbCgoKCgoKKYiU0l6jbt8CNI9IewCWn3pJRhTToYKCgoKCgsKHwjGgiBCigBAiLdAO2JjCa9LLB63RUlBQUFBQUPh4kFLGCCG+B7ajykK9UEp5NoWXpZcP2kdLQUFBQUFBQcGeSbWmQyFEPyHEWSFEuBBipRAivRBivxAiTH3dEUJoPUImhJio7nteCDFDiIRHIYQQG4UQ4Rqvcwsh9gghNgghXNRlo4QQtzXmCxNCmBYIyrS9+QkhQtXzhAghCuvoO0Qd5C1CCFFfXZZXCBGs3u9ZIURfjfY23ZulexRC1BVCnBBCnFH/rK1RV0sIcVwIMVGjbK/6bxG/D6tSBjmFAAAH70lEQVTnwLBgL5U01nVKCNFS35jq8pJCiENCiCVCCAd12WIhxDWNsQ6m8L7yCyFea6xnrkZdWiFEgBDiohDighDic3W5i/pzt0cIkVtd1kUI8TDR+9AqcRgs2Fv7ROuJE0J4J2qTYt8fFuwrrRBikfpzdUoIUUtdnkEIsVl9r84KIcZr9LHpPTOwx9rqPYarPxtarTlCiG1CiGdCiE2Jym32ubLWfoQQ3uo1nxVCnBZCtNWo03rPU+qepXqklKnuQnXU8xrgrH69BuiSqM06oJOWvlWBA6hUko7AIaCWRn0rYAUQrlE2HigJNAW+VZeNAgbYam/ARcBLXdYTWKylbwngFJAOKABcUe/xE6C8uk0m9VglbL03K+2xHJBb/Xsp4LZG3WrAGZgMFFeX7QUq2uleMgBO6t8/AR6gMvfrfH8DC4DsQG+ggbpsMdDajvaVX/Pzk6huNDBW/bsD4K7+/VugMVAaGK8u6wL8YU/3LNE4pYGricpS7PvDwnvWC1ik/j0HcEJ9fzIAvurytMB+oKGt75mBPXZDFQ6gqLpsDPCVjv5+6vuwKVG5TT5X1twPUBQoov49N3AXyKJ+rfWep8Q9+xiuVKvRQvUPyVkt6WdA41SCECITUBvQptGSqI6XpkUlkKQB7qv7uQD9gbGJ+jgCcerLFichte1NApnV9a5oP4XRHFglpXwrpbwGXEZ1LPaulDIUQEoZBZzn/3FJbL23eMzao5TypJQyvvwskF4IER+10kE9xoeyl1dSyvhsuenVffSNCar7Zas9mvs+1Ec3YByAlDJOSvlIXf6hfMY0+QJ4H9zJTr4/zN1XCWA3gJTyAfAM1QPKKyllsLr8HRCK6hQY2M93x0vgrZTyorp+J/C5to5Syt2AtqjDtvxcJcas/UgpL0opL6l/v4PqQS0+srCue55S9yx1k9KSXnJdQF/gBfAQ+CtRXSfgbz19J6H6InkO/KpRPhVoSaInciAf8C8QBGRSl40CbgNh6is4OfcG1AAeozr6eg7IrKXfH0AHjdcLSPREpt7bjfj+tt6bpXtMNEZrYJfG6/qo/hFM1ijbC0Ro7OV3e9oL8BkqgfEF0NLQ+xuVRu8IsBxwVJctRvVUHL/Hv1JyX+r32EvgJLAPqKEuz4LqSX2K+j6tBXJq1G0FggEPdVkX9dxhGpdzSt8zjTGuAKU0Xqf494cF96y7+n44odKGPwM+T9QmC3AVKJgS90zXHlEJDNdRa66B6cAZPf1rkVSjZbPPlbX3o25TCdUDtIO+e55S9yy1Xym+gGTZFLgBe1BJ72lQaa40BYytib8kNOoKA5sBF/V1CKgJeANB6jb50WH60BhnFMljOtS6NyAQ+EzdZiAwX0vfWSQVtD7XeO2CyiTQKiX2Zo09aoxREtU/ukIG5tpL8poOLd6Luo0XcBSVZkvv+1tL38VY33RoyfswHZBN/XsFVMJVZlTBEWX8exKV9meZnjV0IXlMh9Z4/32Gxj8/e/j+sPCeOaESFMOADcAWoHmi+q3ADwbWkCz3zIg9VkFl1jyKSqN4Us8YtUgkaOloZ/XPVTLt5xNUD5OVNcpMeS8n6z37GK7UajqsA1yTUj6UUkajelNVBRBCZEMl3W/W0bclcFhK+UJK+QLVl0dlVG/sCkKI/4AQoKgQYm+y7kI72vZWDSgrpTyibrMa9X4ToTPQmxAiDSq/tb+klIHJtXgjsWSPCCE8gPWofPBSOmuuRXuJR0p5HpUWqJSOMfX2TwbM3pdUma4fq38/gUogLorqCfsVqnsHKg1K+WTdhXascc/aoWE2xD6+Pyy5ZzFSyn5SSm8pZXNUmo9LGk0CgEtSymnJuwWDaP1sSCkPSSlrSCkrodIeXtI7iv1g0X6EEJlR/a8bJqU8rC7LjonfPwqWkVoFrRtAZfWJGIHKwfG8uq4NqqeVN3r6+gghnNTChw9wXko5R0qZW6rSFVQHLkopayXrLnSvL/HezgGuQoj45FV1+f9+NdkItBNCpBNCFACKAEfV4yxAtc8pyb8Fg5i9R/XJrM3AECnlAVstWA+W7KVA/GkiIUQ+oBjwn44xtd3v5MSSfWUXQjiqfy+I6n14VUopUZnPaqmbxo9payz5jKE+ldYGVbJbAOzk+8OSe5ZBCJFR/XtdIEZKeU79eiwqP58fbLAHQ2j9bAghcgCo/TV/AubqGcOeMHs/QhXMcz2wVEq5VqPqKUa+lxWsREqr1JLrQnV66QIQDiwD0qnL96I+NaLRtiJq1SkqZ8B5qN5454ApWsbOj3Gqf00fizAgf3LtDZUm7gyqU4V7+b+fRDNgjEbfn1FpECL4/+mg6qhMNqc11tooJfZm6R6BYag0P5pry6Fnnr0k9NHaZc19WLiXjqj8s8JQ+Sy1MPT+1jH/YhL6koQBaVNwX5+r93VKva+mGmPG+yudRuV87aln/i4k9R2pagefsVqotOK6xs5PCn1/WHDP8qs/J+eBXUA+dbkHqu+O8xrr/Dol7pmBPf6uXmMEGuZNNL771a/3q9f3GpUFoL6tP1fW2g8qE2N0ovV5q+u03vOUumep/VICliooKCgoKCgoJBOp1XSooKCgoKCgoJDiKIKWgoKCgoKCgkIyoQhaCgoKCgoKCgrJhCJoKSgoKCgoKCgkE4qgpaCgoKCgoKCQTCiCloKCgoKCgoJCMqEIWgoKCgoKCgoKyYQiaCkoKCgoKCgoJBP/A61O6KhAQoEsAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# EXAMPLE: POINT EXPOSURES WITH POINT HAZARD\n", "import numpy as np\n", "from climada.entity import Exposures, ImpactFuncSet, IFTropCyclone\n", "from climada.hazard import Centroids, TCTracks, TropCyclone\n", "from climada.engine import Impact\n", "\n", "# Set Exposures in points\n", "exp_pnt = Exposures(crs={'init':'epsg:4326'})\n", "exp_pnt['latitude'] = np.array([21.899326, 21.960728, 22.220574, 22.298390, 21.787977, 21.787977, 21.981732])\n", "exp_pnt['longitude'] = np.array([88.307422, 88.565362, 88.378337, 87.806356, 88.348835, 88.348835, 89.246521])\n", "exp_pnt['value'] = np.array([1.0e5, 1.2e5, 1.1e5, 1.1e5, 2.0e5, 2.5e5, 0.5e5])\n", "exp_pnt.check()\n", "exp_pnt.plot_scatter(buffer=0.05)\n", "\n", "# Set Hazard in Exposures points\n", "# set centroids from exposures coordinates\n", "centr_pnt = Centroids()\n", "centr_pnt.set_lat_lon(exp_pnt.latitude.values, exp_pnt.longitude.values, exp_pnt.crs)\n", "# compute Hazard in that centroids\n", "tr_pnt = TCTracks()\n", "tr_pnt.read_ibtracs_netcdf(storm_id='2007314N10093')\n", "tc_pnt = TropCyclone()\n", "tc_pnt.set_from_tracks(tr_pnt, centroids=centr_pnt)\n", "tc_pnt.check()\n", "tc_pnt.plot_intensity(1)\n", "\n", "# Set impact function\n", "if_pnt = ImpactFuncSet()\n", "if_tc = IFTropCyclone()\n", "if_tc.set_emanuel_usa()\n", "if_pnt.append(if_tc)\n", "if_pnt.check()\n", "\n", "# Compute Impact\n", "imp_pnt = Impact()\n", "imp_pnt.calc(exp_pnt, if_pnt, tc_pnt)\n", "# nearest neighbor of exposures to centroids gives identity\n", "print('Nearest neighbor hazard.centroids indexes for each exposure:', exp_pnt.centr_TC.values)\n", "imp_pnt.plot_scatter_eai_exposure(ignore_zero=False, buffer=0.05)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# EXPOSURES FROM A RASTER\n", "\n", "If the exposures represent values per pixel (belong to a raster), transform your hazard to a raster in the same reference system using the raster resampling options.\n", "\n", "`BlackMarble` and `LitPop` belong to this category." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-06-18 20:12:03,882 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 300.0 arcsec.\n", "2019-06-18 20:12:07,088 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-06-18 20:12:07,089 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-06-18 20:12:19,409 - climada.util.finance - INFO - GDP VEN 2014: 4.824e+11.\n", "2019-06-18 20:12:19,481 - climada.util.finance - INFO - Income group VEN 2016: 3.\n", "2019-06-18 20:12:19,904 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 17 s\n", "2019-06-18 20:12:19,905 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-06-18 20:12:19,906 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-06-18 20:12:19,906 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-06-18 20:12:19,907 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-06-18 20:12:19,908 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-06-18 20:12:19,908 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-06-18 20:12:19,926 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-06-18 20:12:19,927 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-06-18 20:12:19,927 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-06-18 20:12:19,928 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-06-18 20:12:19,929 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-06-18 20:12:19,930 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-06-18 20:12:19,931 - climada.entity.exposures.base - INFO - Setting geometry points.\n", "2019-06-18 20:12:20,006 - climada.entity.exposures.base - INFO - Raster from resolution 0.0833333333333286 to 0.0833333333333286.\n", "Raster properties exposures: {'width': 163, 'height': 138, 'crs': {'init': 'epsg:4326', 'no_defs': True}, 'transform': Affine(0.0833333333333286, 0.0, -73.41666666666669,\n", " 0.0, -0.0833333333333286, 12.166666666666664)}\n", "2019-06-18 20:12:21,677 - climada.util.coordinates - INFO - Reading /Users/aznarsig/Documents/Python/climada_python/data/demo/SC22000_VE__M1.grd.gz\n", "Raster properties centroids: {'driver': 'GSBG', 'dtype': 'float32', 'nodata': 1.701410009187828e+38, 'width': 163, 'height': 138, 'count': 1, 'crs': {'init': 'epsg:4326', 'no_defs': True}, 'transform': Affine(0.0833333333333286, 0.0, -73.41666666666669,\n", " 0.0, -0.0833333333333286, 12.166666666666664)}\n", "2019-06-18 20:12:24,571 - climada.entity.exposures.base - INFO - Matching 10770 exposures with 22494 centroids.\n", "2019-06-18 20:12:24,574 - climada.engine.impact - INFO - Calculating damage for 10717 assets (>0) and 1 events.\n", "2019-06-18 20:12:24,575 - climada.engine.impact - INFO - Missing exposures impact functions for hazard if_FL. Using impact functions in if_.\n", "Nearest neighbor hazard.centroids indexes for each exposure: [5705 5543 5706 ... 7659 7822 7660]\n", "2019-06-18 20:12:24,584 - climada.entity.exposures.base - INFO - tag metadata set to default value: File: \n", " Description: \n", "2019-06-18 20:12:24,585 - climada.entity.exposures.base - INFO - ref_year metadata set to default value: 2018\n", "2019-06-18 20:12:24,585 - climada.entity.exposures.base - INFO - meta metadata set to default value: None\n", "2019-06-18 20:12:24,586 - climada.entity.exposures.base - INFO - Setting if_ to default impact functions ids 1.\n", "2019-06-18 20:12:24,588 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-06-18 20:12:24,589 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-06-18 20:12:24,590 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-06-18 20:12:24,591 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-06-18 20:12:24,591 - climada.entity.exposures.base - INFO - region_id not set.\n", "2019-06-18 20:12:24,592 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-06-18 20:12:24,593 - climada.entity.exposures.base - INFO - Setting geometry points.\n", "2019-06-18 20:12:24,680 - climada.entity.exposures.base - INFO - Raster from resolution 0.0833333333333286 to 0.0833333333333286.\n" ] }, { "data": { "text/plain": [ "(
,\n", " array([[]],\n", " dtype=object))" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# EXAMPLE: RASTER EXPOSURES WITH RASTER HAZARD\n", "from rasterio.warp import Resampling\n", "from climada.entity import LitPop, ImpactFuncSet, ImpactFunc\n", "from climada.hazard import Hazard\n", "from climada.engine import Impact\n", "from climada.util.constants import HAZ_DEMO_FL\n", "\n", "# Exposures belonging to a raster contain the meta attribute\n", "exp_ras = LitPop()\n", "exp_ras.set_country(countries=['VEN'], res_km=10, fin_mode='income_group')\n", "exp_ras.reset_index()\n", "exp_ras.check()\n", "exp_ras.plot_raster()\n", "print('Raster properties exposures:', exp_ras.meta)\n", "\n", "# Resample hazard raster to the exposures' ones\n", "haz_ras = Hazard('FL')\n", "# check how other resampling methods affect to final impact\n", "haz_ras.set_raster([HAZ_DEMO_FL], dst_crs=exp_ras.meta['crs'], transform=exp_ras.meta['transform'], \n", " width=exp_ras.meta['width'], height=exp_ras.meta['height'], \n", " resampling=Resampling.nearest)\n", "haz_ras.intensity[haz_ras.intensity==-9999] = 0 # correct no data values\n", "haz_ras.check()\n", "haz_ras.plot_intensity(1)\n", "print('Raster properties centroids:', haz_ras.centroids.meta)\n", "\n", "# Set dummy impact function\n", "if_ras = ImpactFuncSet()\n", "if_dum = ImpactFunc()\n", "if_dum.id = 1\n", "if_dum.name = 'dummy'\n", "if_dum.intensity_unit = 'm'\n", "if_dum.haz_type = 'FL'\n", "if_dum.intensity = np.linspace(0, 10, 100)\n", "if_dum.mdd = np.linspace(0, 10, 100)\n", "if_dum.paa = np.ones(if_dum.intensity.size)\n", "if_ras.append(if_dum)\n", "if_ras.check()\n", "\n", "# Compute impact\n", "imp_ras = Impact()\n", "imp_ras.calc(exp_ras, if_ras, haz_ras)\n", "# nearest neighbor of exposures to centroids is not identity because litpop does not contain data outside the country polygon\n", "print('Nearest neighbor hazard.centroids indexes for each exposure:', exp_ras.centr_FL.values)\n", "imp_ras.plot_raster_eai_exposure()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }