diff --git a/doc/demo/02-states-GEO.ipynb b/doc/demo/02-states-GEO.ipynb index 33b6ae3a..581c1300 100644 --- a/doc/demo/02-states-GEO.ipynb +++ b/doc/demo/02-states-GEO.ipynb @@ -32,10 +32,10 @@ "from epymorph import *\n", "from epymorph.geo import *\n", "from epymorph.geo.adrio import adrio_maker_library\n", - "from epymorph.geo.adrio.census.adrio_census import CensusGeography, Granularity\n", "from epymorph.geo.cache import save_to_cache\n", "from epymorph.geo.dynamic import DynamicGeo\n", "from epymorph.geo.spec import attrib\n", + "from epymorph.geography.us_census import StateScope\n", "\n", "spec = DynamicGeoSpec(\n", " attributes=[\n", @@ -47,14 +47,7 @@ " attrib('commuters', int, Shapes.NxN),\n", " ],\n", " time_period=Year(2020),\n", - " geography=CensusGeography(\n", - " granularity=Granularity.STATE,\n", - " filter={\n", - " 'state': ['04', '35', '08', '49'], # AZ, NM, CO, UT\n", - " 'county': ['*'],\n", - " 'tract': ['*'],\n", - " 'block group': ['*'],\n", - " }),\n", + " scope=StateScope.in_states_by_code([\"AZ\", \"NM\", \"CO\", \"UT\"]),\n", " source={\n", " 'label': 'Census:name',\n", " 'geoid': 'Census',\n", @@ -101,12 +94,12 @@ "• 2015-01-01 to 2015-05-31 (150 days)\n", "• 4 geo nodes\n", "|####################| 100% \n", - "Runtime: 0.218s\n" + "Runtime: 0.216s\n" ] }, { "data": { - "image/png": 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", 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", 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w69atw1NPPYUmTZogMzMTwKlKzOmVl8p2lnXq1EFGRgbef/99zJ49G3369KkwMTpd37598fXXX/tMB3PixAm8+eabaNy4MS655JJqPiv/kpKS0K1bN7zxxhv4888/y91fdpoRm81W7nWYO3eut09gRYYOHYqpU6di5syZePDBB2su8LNw3XXXwWaz4cknnywXv5TSO2XP5ZdfjiZNmmDKlCnl+q+VfZynyfxMfdxsNht69+6NxYsX+zS75uTkYM6cOejSpQtiY2Or/8QqULbKLKXE66+/DofDgZ49e/osd+utt2LHjh24//77YbPZMGTIkDOue9euXdi3b1+523Nzc7Fx40YkJCR4m2Ire40q+j4dO3YMs2bNKrfe6OjoCl/jG2+8ERs3bsSqVasqjMXpdJ7xuRCRtbDyRzVixYoV+OWXX+B0OpGTk4N169ZhzZo1aNSoEZYsWeKdrDc2NhZXX301nn/+eZSUlOC8887D6tWrfebIO93QoUNx/fXXAwCeeuqpKsXz0EMP4YMPPkBGRgbuvvtuJCYm4p133kFWVhbmz59/zk2m/kybNg1dunRBy5YtMWLECDRt2hQ5OTnYuHEj/vjjD+88fv3798fEiRMxfPhwdOrUCT/++CNmz55drp/Z6UaPHo28vDw8+uijiIuLKzdBcKA1a9YMkyZNwsMPP4w9e/Zg0KBBiImJQVZWFhYuXIiRI0fivvvug6ZpmDFjBgYMGIDWrVtj+PDhqFevHn755Rds377dm2y0bdsWAHD33XcjPT3db/I0adIkrFmzBl26dMFdd90Fu92ON954A0VFRXj++edr9HlGRERg5cqVuO2229C+fXusWLECy5cvxyOPPFKuf1y/fv1Qu3ZtzJ07FxkZGT59XCvz/fff4+abb0ZGRgauuuoqJCYm4sCBA3jnnXdw8OBBTJkyxZvceV6jRx99FEOGDIHD4cCAAQPQu3dvhIWFYcCAAbjzzjuRn5+P//73v0hKSip38NG2bVvMmDEDkyZNwvnnn4+kpCT06NED999/P5YsWYL+/ftj2LBhaNu2LU6cOIEff/wR8+bNw549e6p0wEVEFmLMIGMKFZ4pNTyXsLAwmZKSInv16iVfffVVmZeXV+4xf/zxh7z22mtlfHy8jIuLkzfccIM8ePBguWk9PIqKimRCQoKMi4uTJ0+erHJsv//+u7z++utlfHy8jIiIkFdeeaVctmxZueVwllO9VGXZ33//XQ4dOlSmpKRIh8MhzzvvPNm/f385b9487zKFhYXyP//5j6xXr56MjIyUnTt3lhs3bpRdu3b1mZKj7FQvZT3wwAMSgHz99dcrjcPfVC+nT8/j2c5nn33mva2iqV485s+fL7t06SKjo6NldHS0vPjii+WoUaPkzp07fZb78ssvZa9evWRMTIyMjo6WrVq1kq+99pr3fqfTKceMGSPr1q0rhRA+075U9JnYunWrTE9Pl7Vq1ZJRUVGye/fucsOGDT7LnM1zrIjnef/++++yd+/eMioqSiYnJ8sJEyaUm57H46677pIA5Jw5c/yu2yMnJ0c+++yzsmvXrrJevXrSbrfLhIQE2aNHD5/PicdTTz0lzzvvPKlpms+0L0uWLJGtWrWSERERsnHjxvK5556T//vf/8pNDZOdnS379esnY2JiJACfz9jx48flww8/LM8//3wZFhYm69SpIzt16iRffPFFWVxcXKXnQ0TWIaSswZ7PRAHgdDqRmpqKAQMGlOsfR2QW9957L9566y1kZ2cjKirK6HCIiCrFPn9keosWLcLhw4erfQYOokArLCzE+++/j8GDBzPxIyLTY58/Mq3Nmzfjhx9+wFNPPYU2bdqga9euRodE5OPQoUP49NNPMW/ePPz999+45557jA6JiOiMmPyRac2YMQPvv/8+WrdujbffftvocIjK2bFjBzIzM5GUlISpU6ee81lXiIiCgX3+iIiIiBTCPn9ERERECmHyR0RERKQQ9vkjIiKikFFYWIji4uKgbCssLMx7EgMrYfJHREREIaGwsBBxkXVRjPygbC8lJQVZWVmWSwCZ/BEREVFIKC4uRjHy0QH3wIbwgG7LhSJsyn4VxcXFTP6IiIiIjGRHBOwisMmfkCKg6w8kDvggIiIiUgiTPyIiIiKFsNmXiIiIQosovQSaRU+TwcofERERkUJY+SMiIqKQIjQBIQJb+hNSAK6AbiJgWPkjIiIiUggrf0RERBRShHBfArqNwK4+oFj5IyIiIlIIK39EREQUWgQCX/qzMFb+iIiIiBTCyh8RERGFFPb584+VPyIiIiKFsPJHREREISVo8/xZFCt/RERERAph5Y+IiIhCSzA6/Vm41x8rf0REREQKYeWPiIiIQgpH+/rHyh8RERGRQlj5IyIiopAiRBBG+1q49sfKHxEREZFCmPwRERERKUTJZt/du3fjs88+g81mQ2RkJGJiYhAbG4uoqCgIIaDrOnRdh9PpLHdxuVzei7/ruq773Ff2ds99Zf89/e9Tt526T0oJXdchdQm99G8AkFKWXnT3v7r0eb669/5Tt5f923O9Xr0UxMXFercFAE6n89R6dN3ncZ74pJRwufQKX2sp9dOuSxQXl6CkpBhSl3CVrlNWFKMuIXHqusvlQmJiAt588w1ERUVV6b0mIiIFCVh7REaAKZn8ffjhh5g1aw4iI6JQUlICl14C7bT+Ad6kQ8L9l/S9DRDQbDZomgYhBGyaHZqmQdNsgBDQhPtvIQQ0YYPQNGhCA4TnX0AIzX2BgNDK/C2E+2/NvR5AeP8Wnutl4nX/e+rvyvo6eNZdesX9CM91KbHr18NwOXOgadqpR2jaaY8vc12UiVV4b4SA8L5WZftEeLZts0VA06K9j9c8j9eEz3Lu53kq/n37f8XePT/g77//ZvJHRERUTUomf5qmoW6d+hh26wRIKeF0FqOwsAAlJUXQpXQngpoNmtBgs9mgae6L528htDIJEgXLvn07sXDJK+WqlkRERGXx9G7+KZn82e126LoLgLvK5HCEw+EINzgqOpOyTcBERERUPUomf4E+GqDA4vtHRET+cJJn/5RsuxRCsOmQiIiIlKRk5U/XdVaPLMgzeISJOxER+RWM0p+Fa39KVv7ImvTSaWOYuBMREVWfksmfpmkAq0eWw6SPiIiqRJwq/gXqUp3C3/r16zFgwACkpqZCCIFFixZVuuy//vUvCCEwZcoUn9uPHDmCzMxMxMbGIj4+Hrfffjvy8/PPKg4lkz+yJjb7EhGRlZ04cQKXXXYZpk2b5ne5hQsXYtOmTUhNTS13X2ZmJrZv3441a9Zg2bJlWL9+PUaOHHlWcSjZ5w8AJw0hIiIKUUK4T44Q0G3oZ7/+jIwMZGRk+F3mwIEDGDNmDFatWoV+/fr53Pfzzz9j5cqV+Oabb9CuXTsAwGuvvYa+ffvixRdfrDBZrAgrf0RERETVlJeX53MpKiqq9rp0Xcett96K+++/Hy1atCh3/8aNGxEfH+9N/AAgLS0NmqZh8+bNVd6OksmfpmnlzjlLREREISLQHf7KjCZu0KAB4uLivJfJkydXO+znnnsOdrsdd999d4X3Z2dnIykpyec2u92OxMREZGdnV3k7Sjb7cuAAERER1YT9+/cjNjbWez08vHpnDNuyZQteffVVbN26NeB5ipKVPw4YsDa+f0RE5E8QC3+IjY31uVQ3+fu///s/HDp0CA0bNoTdbofdbsfevXvxn//8B40bNwYApKSk4NChQz6PczqdOHLkCFJSUqq8LSUrfwCrf1YkNA0SgMvlMjoUIiKiGnXrrbciLS3N57b09HTceuutGD58OACgY8eOyM3NxZYtW9C2bVsAwLp166DrOtq3b1/lbSmb/LF6ZD1M2ImIqCqEEAHfZ1Rn/fn5+fjtt9+817OysvDdd98hMTERDRs2RO3atX2WdzgcSElJwUUXXQQAaN68Ofr06YMRI0Zg5syZKCkpwejRozFkyJAqj/QFFG32JSIiIgq2b7/9Fm3atEGbNm0AAOPGjUObNm3w+OOPV3kds2fPxsUXX4yePXuib9++6NKlC958882zikPJyp/73L7Me4mIiEJSNc/AcdbbOEvdunU7q5bHPXv2lLstMTERc+bMOfuNl6FkBiSlZBMiERERKUnJ5E/XdQT+kIACQ7K/JhER0TlQstmXlT9rEkzYiYioCoQWhNO7WXifpGTlD+DIUSIiIlKTkpU/AACbDi1Hgu8ZERFVgUkHfJiFkpU/TdOg89y+FhX4uZuIiIhCmZKVP/eAASYQVuMZ6MHkj4iI/DHrJM9moWTlD7D2m6YsJn9ERETnTMnKH1kbkz8iIvKHlT//lKz8uZsPOXjAaiQkG+uJiIjOkbKVPyvPz0NERER+aFC0vFU1fGnIOkqLtVYutRMRERlN2cofERERhSb2+fNP3cqfhd80IiIioupSsvKn65zg2Yo8Z/iw8tEWEREFnhCBr/FYeVekZOVP13UO+LAgyVPyERERnTMlK38AIDQl817rE6z8ERHRGbD055eSGZCUktP8ERERkZKUrfwRERFRaGLhzz8lK39kVRzwQUREdK6Y/BEREREpRMlmX13XwcG+1sVRv0RE5I8QAkIL8CTP0rqJhLKVPzYdWpH7PeN7R0REVH1KVv442tfaWPkjIiK/OOLDL2Urf1Z+04iIiIiqS8nKHwCe4YOIiChEsfDnn5KVPzYbEhERkaqUrPxJKTna15IkpAT+/e+7kJqaCpvNBk0T7lFdpYdgmqZB0zTvbWX/9q6lNPl3OByIiIiAVsGp/qSUEEJASgmXywWn0+n923Pdc5vn4nmclKUjyk9bn65L6LoLgPt+zzbKLuNyulDiLIHu0uHSde9yusv9r9Plcv/rdKLw5Ek4wsLgcDi867BpGg4c+ANOpxMNGjTyPnchBDQ/h6me5+qh2Wze1+jvv/9CeHgEwspsp+zyhYWFOPzXIZyXWh966W0ulwvOEid07+tX4u5nK1Bxf9uyoUl4X1PP6+P7+p762+Vy+by+oszp/yp6zyt+v6TPZ0QIUfrZ0nxek7KvpeezVfa+stux2Wzu98ZuR1R0FMLD3e+TZtPgsNvhCHNAExqEJmDTNO9pCz2vq2c9p8d1eizAqc+S9/noErrneeoSErLc/VJK6FIHJHD4r8NITEj03Y4QgOe5n/Y6CiF83saTBSfhdDpRUuKE7nLB6fmOlLi/I7m5RxEXn+BZASQkhDj12ukuF44fz0NcXDxk6VpdThfyT+QjPi7e+/yO5x9HrehaKC4uggRQUlKC6OhaOHmyAOFh4ahVKwZSShQXF3lfR8/nWEodUi+9Xvb1LX0PdZcLutQhhAap63A6nbDb7RCaBln6Onle64o+U57PipQSNrsdLqcLhYUF5T7qkRGRcOm6+3eqgs+2EAK61GHTbJUWKTzvfUlJCWylz0+XOjTh+zvm0l144MH/YMiQIRWuJ9Sd/rsfqG1YlZLJn/sLbN03TVXJSY1wQbP2KCkpwr49J6FLV2mi4P5BlqU7llO3uXclUtdPK8+L0p2fCy5nSfmPgvQuBkj3DkIITxKpuXfaQoOm2by3lVl16T+nduTuHwhRmphoZXaynuTi1E5X0xwQIqo0qdVgK00QhL10Z1GadGjCBocjDC6XEy6XszRsd+L51YZNcBaXoLajrfd2z+tz6gmelm2VDb70ul76ugqk4HjJCUSE1arwfSkodCI64hIcO3DqdfC8RkII2AA4hL30+eqAED7dLmQF2WBF3TK8P7TCewOErXRdpyUkp1YufZIX4f2/KHOz+5Hul0eW/i0rjMv9GpYmD67T7oP0xi2dOvRCJ4p0HSdyiuHSnZCyoDRB0N2fXZQmJWVi9a5DnPZsZMWvk+e9FCj72pR59cq+1j6vgzj1r7BhT/EBhFfy/p6JTbNDEzYIEVHmO2IrTVBOIjGsGcQJ3+17ni8AFDtPIsEeBq3A5l1GL85HnbBaQIH7/ZPShVhRhLCSKKAkHxGOaCBMoOjECdQOjwF0idw/sxHuiEJEWAwEROlvge/7X+566W3itMRJ02zQnbo3Rs9nt+xyZb/fUnf/69JL4JCR0IULUY6TCA+r5X4cBFy60/362DXv58CdaHtXCPcPjuffU+9WmWBPDVi0ATabA7ruPO05uWPevn81du/eXYV3kFSkZPIHWDtjV1VkZDT6ZQw3OgzT2/T1CuQdyUPLZr2NDoWIDJKdu8PoEIylIfAd2yzcg0zJPn9EoYwHNkRE5I+SlT8O+KBQVkkDKBGRMtjnzz8lK39SSlTUp4goFAghKukfRkRExMofUcgRQmPhj4iUVnbkfyC3YVXKVv4s/a4RERGdAQsdVBklK3+AtdvqifxxN/vqZ16QiChECc19Ceg2LJxbq1v5s/CbRnRG/HwTEVEllK38EYUyVraJSGk8ua9fSlb+XC4Xd44UstjPh4g8p0kkqoiSlT9d18udzoeIiCiUqFzkYOHPPyUzICZ/FNpOP3cvESmHPwHkh5IZkK7r/GIQERGRkpRs9uUZPiiUFRYWgMN9iUhlQhMQWoAneZbWzSOUrfyp3BeCQpvd7kBRyQmjwyAiIpNSt/LHPn8UosLDIxFmjzQ6DCIi43DEh19KZkC6Ltnnj0KWEBokm32JiKgSSlb+dF2HxsofhSwmfkSkNhb+/GMGRBRiOJURERH5o2zljwM+KFQ5nSXQhM3oMIiIjBOE0b7gaF9rcff5s+6bRuSP+/SFTP6IVMbpzMgfJSt/Uur8YlDI0qWLn28ixUlI9wkNlBWETn8W/p1VsvIHqH3OQwptUueADyLlSe7nqHJKVv4A91x/RKFIgvNYEilPqJ38cbSvf0ruIWw2G6RUuRxOIY2nLyQiIj+UrPyVlJRA05R86qQCISDBgxsi1Sld+QvGuX0DPZo4gJSs/DmdLmiakk+dFGDdnyMiqjHs2kR+sPxFREQUalQ/ChQI/Gtg4deY5S8iIiIihahZ+ZNS6b4QFNrY2ENEkELpef6EEAHfz1s5j2Dlj4iIKNQoPtUL+cfkj4iIKAQx+aPKKJn86RwFRSGO8/wRkco8U70E+nK21q9fjwEDBiA1NRVCCCxatMh7X0lJCR588EG0bNkS0dHRSE1NxdChQ3Hw4EGfdRw5cgSZmZmIjY1FfHw8br/9duTn559VHEomf0ShTrLnH5Hi+BtgRidOnMBll12GadOmlbuvoKAAW7duxfjx47F161YsWLAAO3fuxMCBA32Wy8zMxPbt27FmzRosW7YM69evx8iRI88qDiUHfEgO+KCQx883kdIUz/3Menq3jIwMZGRkVHhfXFwc1qxZ43Pb66+/jiuvvBL79u1Dw4YN8fPPP2PlypX45ptv0K5dOwDAa6+9hr59++LFF19EampqleJQuPLHnSOFMsV/+YkUJyF5MoMgycvL87kUFRXV2LqPHTsGIQTi4+MBABs3bkR8fLw38QOAtLQ0aJqGzZs3V3m9Cn8yuHOk0KQ7ndB1l9FhEJGBBASkyv3bPaW/QF8ANGjQAHFxcd7L5MmTa+QpFBYW4sEHH8RNN92E2NhYAEB2djaSkpJ8lrPb7UhMTER2dnaV161ks68bK38UmjS7HZrG5I9IZZpmVzv5C6L9+/d7kzMACA8PP+d1lpSU4MYbb4SUEjNmzDjn9Z1O4eSPiIgoNLmkEy6XugeB1R2Ne7bbAIDY2Fif5O9ceRK/vXv3Yt26dT7rTklJwaFDh3yWdzqdOHLkCFJSUqq8DSWbfXk0REREIU1KOBwOo6Ogs+RJ/Hbt2oVPP/0UtWvX9rm/Y8eOyM3NxZYtW7y3rVu3Drquo3379lXejpKVPyl1jvalkMVPNhEJoWRtx8uso33z8/Px22+/ea9nZWXhu+++Q2JiIurVq4frr78eW7duxbJly+Byubz9+BITExEWFobmzZujT58+GDFiBGbOnImSkhKMHj0aQ4YMqfJIX0DR5I+IiCi0SbZymdC3336L7t27e6+PGzcOAHDbbbfhiSeewJIlSwAArVu39nncZ599hm7dugEAZs+ejdGjR6Nnz57QNA2DBw/G1KlTzyoOJn9EIYY/90SkPJOW/rp16+Y3Ka9Kwp6YmIg5c+ac9bbLUrsuTERERKQYJSt/7jN8GB0FUYBIyXP7EpHShBAB79tv5bEDSlb+pM6GMQphQvDcvkTKs25iQoGnZOXPjV8MCk0CANjRm0h5Kg/4EJr7EuhtWJWFQz83Vi7XEvnHyh8REVVO4cofUWjicQ0RAWpX/sw62tcslKz8SSj+paDQZuEfJCKqIdzFkR9KVv7co325gyQiotClcpFDIAiFv8CuPqDUrPwp/IUgIiIFWDkzoYBTMvnTdV358x5S6JK6znn+iFQnWeigyinZ7KvrOux27hwpNEnwpO5EylO8a5PQBIQW4EmeA7z+QFJ2D8GdIxERhSoBwcofVUrJyh8ASKkbHQIREREFAqd68UvJ8pfNZuMRERERhSxOaUb+KFn5s9tscJa4jA6DKDD4g0+kPAEBXVe3hYuFP/+UrPwRhTIJyWkeiIioUkpW/ly6zkmeiYgohKk94IOjff1TsvLnPsOHkk+diIhUIKF0sy/5p2Tlz538GR0FERFRgAi1K3/s9OefuuUvC79pRERERNWlZOWPKKRJgCM+iNQmoPZULyz8+adu5Y8oZEmmfkTKU3uqF/KPlT8iIqJQIxWv/GmBH41r5XGjFg69+lT+QhARkQKEgM1mMzoKMiklK3/u0b5sGKNQJdwTPROR0pxOp9EhGEYIEfD9vJXzCIUrf9Z904j84kebSHmaYNWPKqdk5Y8olAkInt+XSHG61HHw4EGjwzCOQOAPhC18oK1s5c/C1VoiIqIzSk5ONjoEMiklkz+ikMYjGyLlCQgUFBQYHQaZlJrNvrK0aYwoRHHAB5HqBMLDw40OwjBCE0GY6sW6eYSSlT9O9UJERKFMSsmpXqhSSlb+pJRsGiMiopBV4jxpdAjGCsJUL1bOI5Ss/BGFOnZrIFJbmCNK6Xn+yD8lK3+6lNw5EhFRyBJC8XP7asJ9CfQ2LIqVPyIiohDjnu/T6CjIrJSs/BEREYU0IeB0uoyOwjBCBL5LnoW7/Cla+eOADyIiCmECArpUuNmX/GLljyjUcCojIhJC6WnNBAI/2tfKYwfUrPwRhTBO8ExEAgJS528BVYyVP6JQxG4NRMpTufLH0b7+KVv5476RQpvCP/pEBCE0tad6Ib+UrPzpKh8NUeiTYO5HREonfxzt65+ylT+i0CUDf1ojIjI1AQGXwskf+adk5U/yDB8UwtznruZxHZHSFN/FCU1ABLhPXqDXH0jcQxCFGB7cEBFH+5I/Slb+AFi7sZ7ILzb7EpHa8/yx059/Slb+lP5CUMjTebRPpDwhwD5/VCllkz82i1HokhDs80ekOMGz/VClFG72NToAosDgwQ0RAULxqV6CcHo3NvtaC5t9KZRJycofkeqE4L6OKqdk5Y9fCAplUuqsbBMpT+0BH0IL/IxXVj7GtnDo58bK5VqiMxHqfrWJCGDXD/JLycqfrrv4xaCQJaVu5RkIiKgmCLVH/rPPn3/qlgcs/KYR+SMlK39EpHazL/mnZOUPYEmcQpdLd8KmOYwOg4gMJAClR/tykmf/WB4gCjG6ywWbjckfkeqs3CxJgaVs5U+C5XAKTbrugt0WbnQYRGQwlZt9OdrXPwuHTkQV0XUdNpuyx3VEBAAI/IAHsi7uIYhCiK7r0KUOO/v8ESlP6cofR/v6pWzljwM+KBTpuhMAoGk8riMioopxD0EUQopLigEJaMJmdChERMbRhPsS6G1YlJKVP4Ur4RTqSj/cgskfkdKs3CQZytavX48BAwYgNTUVQggsWrTI534pJR5//HHUq1cPkZGRSEtLw65du3yWOXLkCDIzMxEbG4v4+HjcfvvtyM/PP6s4lEz+iEJW6Q++hMLzexERAPb5C8blbJ04cQKXXXYZpk2bVuH9zz//PKZOnYqZM2di8+bNiI6ORnp6OgoLC73LZGZmYvv27VizZg2WLVuG9evXY+TIkWcVh5LNvip/IYiISA0ul8voEOg0GRkZyMjIqPA+KSWmTJmCxx57DNdccw0A4N1330VycjIWLVqEIUOG4Oeff8bKlSvxzTffoF27dgCA1157DX379sWLL76I1NTUKsWhbuWPFXEiIgphmsJNvwKnTvIRsEvptvLy8nwuRUVF1Yo5KysL2dnZSEtL894WFxeH9u3bY+PGjQCAjRs3Ij4+3pv4AUBaWho0TcPmzZurvC11kz8iIiKic9SgQQPExcV5L5MnT67WerKzswEAycnJPrcnJyd778vOzkZSUpLP/Xa7HYmJid5lqkLJZl+e3INClmfAB4/riJSn2RQe+BXE0b779+9HbGys9+bwcPOfYUnJPYSE5Dx/FJJ03TPa1+BAiMhwOvv8BUVsbKzPpbrJX0pKCgAgJyfH5/acnBzvfSkpKTh06JDP/U6nE0eOHPEuUxVKJn8s/VHo0gFITvNApDzBwY0W06RJE6SkpGDt2rXe2/Ly8rB582Z07NgRANCxY0fk5uZiy5Yt3mXWrVsHXdfRvn37Km9LyWZfKblzJCKiUKZ24mfW07vl5+fjt99+817PysrCd999h8TERDRs2BBjx47FpEmTcMEFF6BJkyYYP348UlNTMWjQIABA8+bN0adPH4wYMQIzZ85ESUkJRo8ejSFDhlR5pC+gaPKn60z+iIgotHE/Zz7ffvstunfv7r0+btw4AMBtt92Gt99+Gw888ABOnDiBkSNHIjc3F126dMHKlSsRERHhfczs2bMxevRo9OzZE5qmYfDgwZg6depZxaFk8icgFD8molDH5h4iUplnOpZAb+NsdevWze/vsxACEydOxMSJEytdJjExEXPmzDn7jZehZJ8/HgxRqOMRPxHxEJAqo2Tlj4iIKLQJSF3h0zwGcaoXK1Ky8kdERBTq2AJAlVGy8ic0xY+IKMTxB59IdTabkrt3L7OO9jULJSt/QmjsEE9ERCHL5XKisJrnmKXQp+ShgZWzdSIiojMRQsDhcBgdhmGE5m7lC/Q2rMrCoVefEO5TvBEREYUqtnBRZZSs/BEREYUy5bs3CQS++7OFGxGVrPwBAFT+UhARUUgTAHSXy+gwyKRY+SMKIRERUYAACotOGB0KERlIlzrCwsONDsMwHO3rn5KVP6fTqfwweApNdnsYIsKjkFdwyOhQiMhghYWFRodAJqVuBmThjJ3In+joWBQUHjU6DCIiwwhNBGG0r3XzCCUrfwDY549CVmxsIgpLjhsdBhEZSAgNdru69R3yT8nkT/lRUBTSEuKTUVxSYHQYRGQ0lXdzpX3+AnmxcguikskfUSiLiYmHSy8xOgwiMpp1cxMKMCWTPyl5Xl8iIgptbOGiyijbIcDKQ7SJiIjID07y7JeSlT+ikCYEJABdZ4WbSGUsclBllKz8SR2W7qhJ5I9Ns5V29NbB4zsiRUmpdPLHSZ79U3LPIJUeAkWhzqW7AAFompLHdkQE937OyskJBZaSewdh5YZ6ojOQus7POBEpLRgzsVg5t2bljyjEsK8fERH5w8ofERFRiBEQSk/1IhCEyl9gVx9Qylb+rPymEfljs9mg9tT+RCSEYCsAVUrJyh/P60uhzGazQUpA150c9EGkLAHdpW7yx9G+/ilZ+RNCY12EQph1f5CIqGYIobHyR5VSsiwgNPeISKJQJISSx3REVIYQgEvh/RxH+/qn5F5C02xKd4QlIqJQx8ofVU7Nyp+V03UiIqIzUH0vxz5//ilZ+RMCkJJHREREFKKEYPcmqpSSlb/w8Ag4XSVGh0FERBQQys/zxz5/filZ+XM6ndA0m9FhEBERBQbn+SM/lKz8FZ4shMMeZnQYREREAaEJDS6Xy+gwDMM+f/4pWfk7UXACYWERRodBREQUMCo3+5J/Slb+IK2dsRMREfmndrMv+/z5p2TlT7qzP6PDIAocfryJlMZz+5I/aiZ/nOaFiIhCHFu4qDJqNvvCPQyeiIgoFCk/1Uvpf4HehlUpV/mTUrLPHxERESlLucqfykdCpBB+zImUJhX/EeCAD/+Uq/y5XC5IADYbJ3kmIqLQJKWE0JTbxVMVKVz5s3DKTuSHEAIQgK7r4G8/kZqEsHKPtHPHyp9/3DUQhRjvAQ4zPyJlSSnZt50qpVzl79SXQe3+EBS6nK4SQAIaj+2ISFE8vZt/yu0dPG8Wx31QqJK6DiEENFb+iJQlhNpTvZB/ylX++GWgUOd0Flv6iJSI6Fyxz59/LA0QhRinywnBrzaR8ljsoMooV/nzsHLGTuSPrrtY+SMitZM/lv78Uq48YLfbIQCUOEuMDoUoIFwuJ4RQ7qtNRKfhQSBVRrnKnxCCE19SSJO6wkf7ROSlcuWPhT//lMyC1J76kkKdlLq1f5WIqEboCid/5J9ylT+iUCel5OENEUHXXUaHYBjO8+efkpU/otBn3R8lIjp3UkqEh4UbHQaZlLqVP5bDKUSp3M+HiNxUn+SZff78U7LyJyGt/a4RERH5wXP7kj9KJn8CgpU/ClnuH3x+vomIqGJqNvvyYIhCmBCCqR+R8hSv/AVhwIeVWxCVrPwRhTRW/oiIVQ7yQ83KH1EI010untuXiJTGAR/+KbuHUHkUFIU2pZt6iIjojJRM/qSUPMUbhSx3nz8e3BCpTuUihwjS5Wy4XC6MHz8eTZo0QWRkJJo1a4annnrK532SUuLxxx9HvXr1EBkZibS0NOzatatar4E/zICIQowQGkezE5HSyZ8ZPffcc5gxYwZef/11/Pzzz3juuefw/PPP47XXXvMu8/zzz2Pq1KmYOXMmNm/ejOjoaKSnp6OwsLBGY1Guz5+u69B1HTbNZnQoRIHBVl8igtpdQMx4ercNGzbgmmuuQb9+/QAAjRs3xgcffICvv/4agDtZnzJlCh577DFcc801AIB3330XycnJWLRoEYYMGVJjsStX+fN8II7n5xodChERUcConPyZUadOnbB27Vr8+uuvAIDvv/8eX375JTIyMgAAWVlZyM7ORlpamvcxcXFxaN++PTZu3FijsShX+RNCQBMCNptyT52IiEgJAkEY7Vv6b15ens/t4eHhCA8vf17lhx56CHl5ebj44oths9ngcrnw9NNPIzMzEwCQnZ0NAEhOTvZ5XHJysve+mqJc5Q8AIiMj2TJGREQhjX3+gqNBgwaIi4vzXiZPnlzhch9//DFmz56NOXPmYOvWrXjnnXfw4osv4p133glyxApW/gDApes4cjQHhw4f8N4mdb3SEcCnHz1o4txyZl3qFd5++vdU6jpcekm5Odskyj9e6hJCE5C6hJQSsnQbssy2dAnorhLY7Q7oeuntQoMm3PedTqsgQ65oOZRuQy/7BE57jqc/ZymBoqICREXWOrU9m6PCbTqdJShxlsDpLD61Pt3lDv+090JKd59OKaX7X+jQXS5vX8+SkiKEh0f6PKZhg4tQr17jCp5Y1XleT8+/mqZB13Vomgat9HPluX7649wXJ5wuJ3SXDq3Mi6B7X/CKPzPlaXCWlEDXXSh2nkUHYU/8kPBMEF32s3NqJ+L+1/teV2PnIiHdp1g87Tb39squz72MEJpPLKfiq3jbp5q6ym7j7OKMikyEXVPy5zGk6brT/U0q/W3wfrt0F8p+7k//vAOln3kpfT6rFX0GoyMT3Z9BKaFL3eezK4SAptmhCRubZAMsmH3+9u/fj9jYWO/tFVX9AOD+++/HQw895O2717JlS+zduxeTJ0/GbbfdhpSUFABATk4O6tWr531cTk4OWrduXaOxK/nrlpX1O3788XusWvOe0aGQSbh/rN1/l+4CvD/sni/4mY6iK/qZqUrKITz/r6HfqZKSYrhcLry7anTNrNCPUN19acKOqIgEn9skZGmyK09dh+dsKqf+Lv85KZ14R5a9Lr2Jc9n/u/88/ZbynyJ52rJe4vS0Gij7Lomyf0h4j2yLigtg0+yw2xw+69KEHZpmg0BpAl7hG1763KU8td7Sx5dNpITPxk8t6PnuydLXUcrSA1wpT702Zf6WsuzrD29C5v6z7OvhWbZmJz4602c+plYCakXFeRcUZR7kzh8lNGGDwxYJTXO/3p5k8fQtuB9bdoueX4uyy2ily5y6TwL46+g+pNSPP+vnR2cvNjbWJ/mrTEFBQbkCgM1m8xYNmjRpgpSUFKxdu9ab7OXl5WHz5s3497//XaMxK5n81a9fH3VqJ+Hqrj28t+UdO4bYuLhKHyN1/5WXMyYGVTgCOb3yqAmB48fzkJCYWCaO0h/MikpkcFdJPNvShOazTk0ICE2Dy+Xy/l3R89KlhFa6jrLVPK3Mc/Asc/r6K4tNO+356xW8Xs4SZ4W3O+x2hIeHw+5weKuumiYqqAiVPn9NQNM02O3u5W12DXabHUVFxQgPD/PdpsuJDV99iWN5uafWAQ1CA47lHkVCQmK5dft7Xp5K5Olx6VKiuLgYzpISREVH+9xn02zQbBrsNgdstsqryqdXOSsipY45H7yH7Ow/ce2gf55xeZ/1awKad4+l+XxmT//bc70mj6w9n93KXsOyy7n/rXg91WnpKruuY7l/4+ed2+B0Osstp2mad8crSjsVCSFO7YzLXD9VgPRcL1uJENBsNp/lPN8lUeHy3ki9y3j/LbOM1CuuWnkTpjKJk8/cYrqOo0cPo3adlNLkQUJ3uVBSUuw9mNBsmk/SUa6C60lgPPGUrt9ms/l8V10uF2w2m3eRsq0CNpvN/X3QbN7XTbNppX21NQhRWkkXwvteCFH6WgoBm1amoiYEbJq9dPuly2k2d+pps7k/62V+s9zXNZz+2T79fdA0z/q0cp/BVas/Qnp6D1x33XXQNA02m80dZ+k6nE4niouLUVBQgNzcXBQVFZXbd7hbbtzn5fX8XfZ23ec9BpxOp899gLtFweVy4YILLoCqzHiGjwEDBuDpp59Gw4YN0aJFC2zbtg0vv/wy/vnPf5auT2Ds2LGYNGkSLrjgAjRp0gTjx49HamoqBg0aVKOxK5n8xcXFoW+/gfjHjZlGh0Im0P7KTkaHUKN+3bUTn322Fv+4sWaPFInIv127vscll1zincqDqKzXXnsN48ePx1133YVDhw4hNTUVd955Jx5//HHvMg888ABOnDiBkSNHIjc3F126dMHKlSsRERFRo7EomfwBHAJPIY79vIlIYWac5y8mJgZTpkzBlClT/K5z4sSJmDhx4jlG55+So311XWfyR0RENcrd8s0jLzI/dSt/IdtVnYiISG1m7PNnJkpW/njiewplrDwQGaR0kAaR2Slb+SMKVezSQESqY+XPP3Urfzw6oxDFzzaRcXjwRVagZPIHcAdJREQ1jPsVsgglm319Z1MnCkEsPhCRwsw41YuZKFn5k1JWeh5fIquz8g8SkaXxu0cWoWTlD2CzL4UufraJjMPvnzlwwId/Spa/2OxLRESBwOSPrEDJyp/NZvOeAJuIiKimsNuFObDPn39KVv7sdjucLpfRYRAFhK6z8kBkBKlLaOxPThagZOXPbrfD5XQaHQZRAFn3iJTIyqxcDQopAoH/GbTwW63kIYrdboeTyR8REdUw9vkjK1Cy8udw2OF0MfkjIqKaxeTPHNyjfQPd5y+gqw8oZSt/Lif7/BERUc2xcjJAalGy8uce8MHKHxER1RwW/cyDo339U7jyx+SPQpeFf5OILM3KCQGpQ8nKn6ZpcHGqFwpRUnIOS6JgO3bsb+TlHWWfP5PgGT78UzL5czgcnOePiIhqxL59uzDzjQmwOzSEhYUZHQ7RGSmZ/EVERKCgoNDoMIiIKAScPFkAR5gNzz77NLp37250OAT2+TsTJfv8RUREoKioyOgwiALIuj9KRFbVrl07REVFGR0G0RkpWfmzcrZORETm4tmlsL+febDPn39KVv74BSUiIiJVKZv8sfpHREREKlKy2bekpAR2m83oMIiIKBSUFhPYqmQiQRjwYeV2XyUrf0VFRQgLCzc6DKLA4A6IiIj8ULLyJ4QAd49ERFSTWPkzD0714p+SlT+XywVNU/KpExFRDROcWoksRsnKX0lJCSJqxRgdBhEREQUAp3rxT8nyl8PhgNPpNDoMIiIKAYIDPshilKz8hYeHo6CAZ/ig0OSeysjoKIjUwaTPfASC0OfPws39Slb+iEIe90VEQSOE4HeOLEW55G/fvn34v//7EnabkkVPIiKqaWz2NR2hiaBcrMoyyd+JEyfw559/orCw8Jy+YFOmTEHduskYNuyOGoyOyDyklNbuiUxERAFl6vLXrl27MG/ePBw5cgSfffY5dF2HAHB528vRpk0b1K5dG3PmzEFSUhIGDhyIAQMG+F3f3r17sX79/2HEiNGoX79hcJ4EERERBRVH+/pnuuRP13X88ccf+OyzzzBzxkycLCxCZGQkMm8ehrp1k/HCi09jy5at+OabLdA0gYsuvAT79x/E008/gzp16qBjx44Vrjc3NxdPPvkkoqNj0CutT5CfFREREZE5mCr527RpEx5++GEcO5YHKSVatWyDO0bchdiYWNStmwQAaNS4CX7/fRca1G+I/X/sQ1rPdBQXF+Opp8ZjzJi78cYbM9G2bdty654zZw62bv0O/xx+JyIiIoL91IiChv2OiEh1PMOHf6ZK/l566SU4HBF47NH7kZCQiAsvvLjci9us6flo1vR8AEDz5i0AABEREXj00Sfw8MPj8Nhjj2HZsmWw2Ww+j8vPz4fD4UCPnr2D82SIiEgNPOAiizHVgI8OHTrg77//woUXNcdFFzU/q6w6KioaTZtdgEOHDmHx4sXQdd17n9PpxIoVK5CW1geJCYmBCJ2IiBRn5UpQqPH0+Qv0xapMlfzVr18fuu7CN19vrNbje3RPQ6NGzTBp0tNYsWIFAODgwYOYPn06jh3Lw+Vt2tVkuERERG4WTgRIPaZK/ho0aABNE/h1185qPb5ly9Z4beqbaNLkfDzxxJNIT0/HgAEDMet/byMhoTYuv5zJHxERBYBkf1sz8fT5C/TFqkzV52/Pnj1wuSSGDxtR7XUIIfD8c1Pw8dwPkJd3DBdecBHatr0S4eHhiIyMqsFoiczJyj9IRJbE7xxZjKmSP88gjcLCQtSqFVPt9URGRuG2obfXVFhERESV8pzjlZU/sgpTNftmZGTAZhN45ZXnjQ6FiIjorDD5Mw82+/pnquQvNjYWPXv2xLbvvkVOTrbR4RBZkpV/kIisjN89sgpTJX8AcNNNN0HTBKZNn2J0KERERGckwYqf2XCqF/9Ml/y1bt0amibw7bebsWjRPKPDISIiIgoppkv+hBB45JFHYLNpeOPN140Oh8hy2O+IyBiaZrpdqrpY+vPLdJ/UvLw8PP300wgPj8T0af8zOhwiy5FSsu8RERFVylRTvQBAVFQUAIGOHTqjSZOmRodDZDlOl8voEIiUInWdZ/gwmWCMxrXyQbbpKn8//PADpJQ4/4KLjA6FyJJY+SMyBr93ZBWmq/y1bt0acXGxOHrkb6NDISIiIgsKRpc8K+f6pqv8aZoGu92Oo7lHjQ6FyJJsNhsHfRARUaVMV/kDgNTUVBQXFxsdBhEREVmQ0ASEFuA+fwFefyCZrvJXVFSEn376CcnJKUaHQmRJmpXbIogsiJM8k9WYLvkLCwtD/fr1MX/+hzh6lE2/RERkDRzwYR6c5s8/0yV/QghkZmZC1104ebLA6HCILIl9/oiCqPT7xuSPrMKUff4KCgoghAaXy2l0KESWxJ0QUfB4jrX4vTMPzvPnn+kqfwBw7bXXon79VLwy5Xnoum50OESWorPqR0REfpgy+YuLi8Odd96JnTt/xq5dO40Oh8hSOOCDiFTnqfwF+mJVpkz+AOCjjz6ClBJJSRz1S3Q2WPkjCi7PaF8rJwMUHAcOHMAtt9yC2rVrIzIyEi1btsS3337rvV9Kiccffxz16tVDZGQk0tLSsGvXrhqPw7TJX+3atREVFY2EhASjQyGyFA72ICLVmXG079GjR9G5c2c4HA6sWLECO3bswEsvveST5zz//POYOnUqZs6cic2bNyM6Ohrp6ekoLCys0dfHlAM+AODyyy/Hl19uQGFhISIiIowOh4iIiKjannvuOTRo0ACzZs3y3takSRPv31JKTJkyBY899hiuueYaAMC7776L5ORkLFq0CEOGDKmxWExZ+dN1HfPnz0d0VDQ0zZQhEpmaAJufiIjMZMmSJWjXrh1uuOEGJCUloU2bNvjvf//rvT8rKwvZ2dlIS0vz3hYXF4f27dtj48aNNRqLKTOr48ePY9++/bj55mEICwszOhwiS2GzLxGpLpgDPvLy8nwuRUVFFca0e/duzJgxAxdccAFWrVqFf//737j77rvxzjvvAACys7MBAMnJyT6PS05O9t5XU0yZ/MXGxiIhIR7bd/xodChElsPkjyjI+J1TWoMGDRAXF+e9TJ48ucLldF3H5ZdfjmeeeQZt2rTByJEjMWLECMycOTPIEZu0z58QAh06dMC332yDlJIjqIjOFr8yREHHfZWZBGMqFvf69+/fj9jYWO+t4eHhFS5dr149XHLJJT63NW/eHPPnzwcApKS4ZzfJyclBvXr1vMvk5OSgdevWNRm4OSt/AJCeno7Dh3OwZs0Ko0Mhshz2+SMiCo7Y2FifS2XJX+fOnbFzp+/cxb/++isaNWoEwD34IyUlBWvXrvXen5eXh82bN6Njx441GrNpk7+rrroK/Qf0w9TXXsJvv9f8HDdEoYrNvkSkOjNO9XLvvfdi06ZNeOaZZ/Dbb79hzpw5ePPNNzFq1KjSmAXGjh2LSZMmYcmSJfjxxx8xdOhQpKamYtCgQTX6+pg2+RNCYMKECYiLjcHmTRuMDoeIiIio2q644gosXLgQH3zwAS699FI89dRTmDJlCjIzM73LPPDAAxgzZgxGjhyJK664Avn5+Vi5cmWNT3lnyj5/HjabDe2uaIcv1q/FzTcPZX8KIiIyHU+1nfso8wjG6deqs/7+/fujf//+ftc5ceJETJw48VxCOyPTVv48Bg4ciAMH9uPgwT+MDoXIEoQQ3tNNERERnc70yV/r1q0hhMCvv+4888JE5D4aZe5HFDQ8t6/5uPvkBXqeP6OfZfWZPvnzlNPtDofBkRBZAyt/RMHFZl+yGlP3+QOA6OhoREVF4eCB/UaHQmQJNk3jiF8iUlp1RuNWZxtWZfrKn81mQ8uWl+LnX3YYHQoRERGR5Zm+8ge4Z8X+bhtP9UZUFWx6IiLVCU1AaAEe7Rvg9QeS6St/AJCamop9+/eisLDQ6FCIiIh8lfay4IEXWYUlkr8rrrgCuu7Czz9vNzoUImtgnz+ioGLaZy5mPMOHmVgi+Tv//PMBAMeO5RobCJFVWPlXiYiIAsoSff5ycnIAAImJtQ2OhMj82PRERKoTpf8FehtWZerkb//+/XjxxReRlZUFQOC88+obHRIRERGRpZk6+Xvsscfw3Xc/oFdaH4wccQ9q165jdEhEREQVYtWdrMLUff7atWsHh8OO7Jw/0aZNW6PDISIiIisQQbpYlKkrf6NHj8axY8cwb94CFBScQHR0LaNDIjI9KSVH+xIRUaVMnfx9/vnnWLBgIW7JHM7Ej+hssPmJKGh4Lm3zEUIEvBneys38pm72/eabb5Ba7zzcfPNQo0MhIiIiCgmmrvw1bNgQ2TnZKCg4gaioaKPDIbIEKx+NElmRZDcL0wnGJMxW/qk1deUvNjYWLqcTTqfT6FCIiIgqJ3jgRdZh6spfbm4uHGFhiIiINDoUIiKiyrH4Zyrs8+efqSt/tWvXRklxMYqKCo0OhYiIqHLWzQNIQaau/BUXF0MCsNtNHSaRqbD/EZEB+LUzFfb588/Ulb/9+/cjPj6ezb5EZ4HJH1GQSck+f2Qppk7+kpKSkJ+fj40bvzQ6FCIiIj+Y+JmJp89foC9WZerkb8CAAbjqqs54+pnHsWTpQqPDIbIEK/8gERFR4Jk6+QsPD8fLL7+M668fjNnvz+KUL0RVIIRg0y8RKc3T5y/QF6sydfIHuHdkGRkZyD+Rj6ys340Oh4iIiMjSTJ/8AcCll16K5OS6mL/gY1Y0iM5AaBo49JAo2CT3TybCPn/+WSL5CwsLw+jRo/Hll59h+vRXjQ6HyNR0lwtCWOKrTRRCrJ0MkFosM4Fe//79cfLkSUye/Cxycv7E/fc/ipiYWKPDIjIdVh+Igkuy0m46nOfPP0uVB2644QY888zT+PGnbbhr1O3Qdd3okIhMh9UHImPwu0dWYankDwD69OmDxx57DEeO/IXff99ldDhE5sTqHxEpjKN9/bNc8gcA6enpiIqKxKJF84wOhYiIFOc51mLlj6zCkslfWFgYUlNTsXHjl3C5XEaHQ2Q+3AkRBQ8r7WQxlkz+AODf//43iooL8cvOHUaHQkRECjtRcNzoEOg0Ikj/WZVlk782bdpA0zQsXjTf6FCIiEhh0VEx0DQNmmbZXSopxjJTvZwuLCwM0dFR+PqbTTh+PI/TvhCV4lQvRMGn6zq/eybD3i+Vs+xhSnR0NKZPn46wMDvef/9to8MhIiJFeeb544APsgrLJn+A+7RvQ4feitWrP8HRo0eNDofINLgTIiKV8fRu/lk6+QOA66+/HiXOYvzwwzajQyEyDTY/ERFRZSzb58/j5MmTAIDIyEiDIyEyDysfkRIRnSue3s0/y1f+jh07BkigVq0Yo0MhIiIiMr3QSP4E8Mij/8E/b8/EX38dNjokIkPpbPIlIsWxz59/lk/+OnTogP/8ZxxuueVmnDhxDHeNuh2//far0WEREZEiPH1srZwMkFosn/wJIZCZmYm7774bS5YsQXx8DJ548hGsX/+Z0aERERGRATx9/gJ9sSrLJ39lJSQkYOLEiWjWrDFeeGESE0BSEkf6EgUZv3NkMSGV/AHA5ZdfjpkzZ6JnWg+88MIk3P/A3di1a6fRYREFjZTS0uecJLIqNvuaB/v8+RdyyR8A2Gw2PPHEE3jgwfvhdBbi0cfux4kT+UaHRRQUVv5BIiKiwAvJ5A8AoqKi8I9//AOvvfYaiosL8d77s9gcRsrwnG6KiIKHB14mIoJ0saiQTf48kpKSMHz4MCxdugD79u01OhyioGCzL1Hw8GCLrCbkkz8AaN++PYQQOHQ4x+hQiAKOFW4iUh37/PkX8snfhg0bMGLECEgpkZOdbXQ4RAHH5I8ouFhpJ6ux/Ll9/dm/fz8mTJiA8PBI3PefR9CuXXujQyIKCisfkRJZjafZlwdeZBUhm/z98ccf+Ne//oWwsEhMeeW/SEhIMDokIiIKYZoW8o1plhGMSZitfIwdcslfSUkJDh48iJdffhkHDvyJ/701h4kfKYcd0ImIqDIhlfwVFxfjjjvuwE8/bYfdZsfoUfciJaWe0WERBR37IBEFD1t7zScYAzKs3L0mJJI/KSXWrFmDNWvW4Oefd2Ls2AfRpnVb1K5dx+jQiIhIEezzR1Zh6eTP6XRi3bp1+Oyzz7Bq1WrExsZh7D0PoHv3NKNDIzIMd0BExrByJSjUBGMOZiu/25ZO/l544QV8/PFcREZG4dpBN+L22/9ldEhERKQoHniRVVg2+fv7778xd+48DL31dlx//U2w2WxGh0RERApiwc982OfPP8uOS9+7dy+klOjYsQsTPyIiIqIqsmzyFxcXByEEcnNzjQ6FiIiITMQzz1+gL1ZlyeQvJycHDz30MHRdonbt2kaHQ2Qu7HdEFFSeqZXY54/OxrPPPgshBMaOHeu9rbCwEKNGjULt2rVRq1YtDB48GDk5OTW+bUsmf4sXL8Zvv/2OK67ogPPOa2B0OETmY+EjUiKr8UyqbuU+YKHG0+cv0Jfq+uabb/DGG2+gVatWPrffe++9WLp0KebOnYsvvvgCBw8exHXXXXeuL0c5lkr+dF3H6tWr8fbb76BVqzZ48IHHjA6JyJxYgCAKGl3XIQD2P6cqyc/PR2ZmJv77X99Tzx47dgxvvfUWXn75ZfTo0QNt27bFrFmzsGHDBmzatKlGY7BU8jdnzhw89NDDaNiwCR4f/xSioqKNDonIfFh9IAoql8sFCCZ/ZmLmPn+jRo1Cv379kJbmOyfxli1bUFJS4nP7xRdfjIYNG2Ljxo3n8nKUY6mpXlatWoXo6Bg8PelFREZGGh0OERERdN0FTdPY7KuovLw8n+vh4eEIDw+vcNkPP/wQW7duxTfffFPuvuzsbISFhSE+Pt7n9uTkZGRnZ9dYvIDFKn9t27bFiRPHsWDBx0aHQkREBMDd7Gu3W6qWEvKCWflr0KAB4uLivJfJkydXGNP+/ftxzz33YPbs2YiIiAjiq1GepT6tno6Ru37baXAkREREbrrLySZfhe3fvx+xsbHe65VV/bZs2YJDhw7h8ssv997mcrmwfv16vP7661i1ahWKi4uRm5vrU/3LyclBSkpKjcZsqeTP6XRCCIHCwkKjQyEyLTY9EQWXS3ex8mcywTzDR2xsrE/yV5mePXvixx9/9Llt+PDhuPjii/Hggw+iQYMGcDgcWLt2LQYPHgwA2LlzJ/bt24eOHTvWaOyW+rT+8MMPcDp1jBhxl9GhEBERAXBXb1j5ozOJiYnBpZde6nNbdHQ0ateu7b399ttvx7hx45CYmIjY2FiMGTMGHTt2RIcOHWo0Fkslfw0aNIAmgLjYOKNDITI1ybleiIJGSp3Jn8kE4wwcgVj/K6+8Ak3TMHjwYBQVFSE9PR3Tp0+v8e1YKvmLiYkBhLv5l4iIyAx0nckfVc/nn3/ucz0iIgLTpk3DtGnTArpdS432vfrqqxEeHo6vvlpvdChEpiZ4ig+ioHG5XLDbHUaHQVRllkr+atWqhbZtL8f3P2wzOhQiU2OzL1HwuFxOOOys/JmJ2U/vZjRLNfsCwIEDB+BwcIJnospIKVn5IwoiXddh42hfshBLVf4AoEePHti1ayfy848bHQoRERF03cmpXshSLJX8bdiwAR988AFiYmIRFlbxJIpERETB5D7DB5t9yTosdagyc+ZMFBQU4sUXX0BYWJjR4RAREXG0rykFo0+edbvXWKry9/fff0MIgYgI9vkjqpSUVv5NIrIcp7MEDoelaimkOEslf82bNwck0LRJM6NDITI5Zn9EweKu/DH5MxPPJM+BvliVpZK/Q4cOIbpWLZSUlBgdCpFpSclpXoiCSUqdAz7IUiyV/O3Y8TOuGTiY/f2I/HD3c2ECSBQs7nP7Wmp3Soqz1Ke1Tp06+PyLT40Og8j8mPsRBY2UOk87SpZimeRv9uzZOHz4MBo3amp0KESmpuu6tTujEFlMfn6e+3tHpsE+f/5ZIvnbtm0b3n33XbS+rC0effRJo8MhMj0rn3aIyGocYeFISEgwOgyiKjN9D9UTJ05g7NixSEioizvuuIs7NSIiMpUT+Xmc589kBBDw01xaORsxffL3yiuv4GRBIaa+Ohl16yYZHQ6R6QkhOOKXKIiioqJx7Ngxo8MgqjJTJ3/FxcVYuHARMm8exsSPqIo42pcouFy6C0lJ3EeZikDgS3MWLv2ZLvnTdR07duzAunXroOs6dF1H69ZtjQ6LyFqY+xEFjdQ5zx9Zi+k+rQ8++CDWrl0HTbPB6XQiPb0fLrqoudFhEVmG5OndiIJK151M/kwmGKNxrTwEwXSf1vr160PXJV5+6TXUq5eKmJhYo0MisiAL/yoRWYyuuzjggyzFdFO9DB8+HNHRUdi27VsmfkREZHruc/sy+SPrMF3lLzY2FgkJCTh+/LjRoRBZFqdEIgoenef2NR1R+l+gt2FVpqv8vfvuuzhw4CBatWptdChElsRpXoiCS3e5mPyRpZjq06rrOmbMmIGGDRujefMWRodDRER0RrrO5M90ONWLX6aq/GmahhtvvBH79+/BsOFD8Pvu34wOiYiIyC8XB3yQxZgq+QOAe++9F6+88jKKigqxedMGo8Mhshw2+xIFF5t9zUcE6WJVpkv+AKCoqAhSSjRt2szoUIgsh8kfUXCx8kdWY8pDlW7dusFut+PPPw8aHQqR5UhIS08+SmQ1RYUnUVhYaHQYVIYQIuCzHlh5VgVTVv6klNB1HZGRkUaHQmRR1v1RIrIcwYo7WYspK39Hjx6FlBJRUdFGh0JkOVJKS88/RWQ9ArVr1zY6CCqLo339MmXl79tvv4WUEhdccJHRoRBZkgSrEETBoOs6BICTJ08aHQpRlZmy8jdr1iy0vfxK1KuXanQoRJbEyh9RcLhcLkAACQkJRodCZbDw55/pKn+HDx9GVtYeXH75FUaHQmRJQghI6EaHQaQEXXcBAEf7kqWYLvmz2+0QQmD+go+g69yBEZ0tVv2IgseT/HGeP3PxjPYN9MWqTJf8JSQk4PXXX8PRo3/joYfH4aftPwDgSCoiIjIfXXdBgJU/shZTHqp07NgRderUxvbt3+ORR/6Dnj3TsW7dasTHxaNxk2YYM3oc6tSpa3SYRESkOF3XAeE+PSmRVZj20/rSSy9h+PBhuOKKtvjxxy1IT++FQdcOxP79uzFz5mtGh0dkWkIIsFBOFBzuZl/BZl+yFNN+Wlu2bImWLVuWuz0qKgpTp76Oo0ePcnQVEREZytM3nc2+5iIEAn6mIwt3+TNv5a8yzZo1gxDAHSMyUVRUZHQ4RKZk5R8lIivxJH/sl05WYrnkr1OnTrjggvNx8uRJuFxOo8MhMiXuh4iCwzPi88SJEwZHQlR1pm32rYzdbkdMTAyaNjkfERE89y/R6aSUrPwRBZEAEBMTY3QYVEYwpmLhVC9BNnjwYGTt+Q07d/5sdChERERElmLJ5K9Ro0YABBwOh9GhEBEREVmKJZO/vLw8ABK1arHMTlQx6zZHEBFRYFmuz5+u61i2bBkcdgcSE2sbHQ6RSXHEBxGpi1O9+Gep5K+kpAT/+te/sHXLNowb9zDCwsKMDonIdCQTPyIi8sNSyd+sWbOwbdv3mDTpRbRp09bocIhMyT3fmCV7dBAR1QhR+l+gt2FVltpDfPvtt7jwwouZ+BGdEat/RERUMdNV/qSUePPNN9GoUSN06NAB0dHR2LZtGyZNmoQDBw7A4YgwOkQi07PyESkR0TkTCPy4Nwv/zJou+Vu3bh1mznwTgCydpNF9tgJdlzjvvAa4e8w4o0MkIiIisizTJX9vv/02LrqoOe4ecx/2/7EPv+3aiajoaHTvloakpGSjwyOyBDb6EpHKONrXP1Mlf99++y22b9+BBx+cgMaNm6Bx4ya4qktXo8MiIiIiChmmSf6klJg9ezaSkuqhc6erjA6HyNKsfERKRHSu2OXPP1OM9tV1HbNmzcIXX6zHwAHXQtNMERYRERFRyDFF5e+ee+7BV19tQJvW7TBgwLVGh0NERFRl7GNrQuz055cpSmz79++HEDY8+OB42Gw2o8MhIiKqMuumAKQqwyt/Ukrk5eXB6SxBZGSU0eEQERGRxbHPn3+GV/4KCwtx7FgehBA4dCjH6HCIiIiIQprhlb+IiIjSiZwl5/EjqgHuc/sSEamLXf78M7zyl5+fDymBRo2asL8fERERUYAZnvy5XC4AEnv3ZmHevA9x5OgRo0MiIiIiClmGN/vGx8djxowZmD9/PuZ88Dbefue/aNv2SvTq1QdXXtERYWFhRodIZClSSghLd0UmIjpHbPf1y/DKHwBceeWVeO6557B69So8/PCDKCw8jmeffRJDh96AGTOm4rffdxkdIpGlSM48RkRkKpMnT8YVV1yBmJgYJCUlYdCgQdi5c6fPMoWFhRg1ahRq166NWrVqYfDgwcjJqfnBsKZI/jxiY2Nxww034L333sO8eXMx+Pprsfnr/8M994zE6NF3YOHCucjNzTU6TCJTExY+GiUiqikiwJez9cUXX2DUqFHYtGkT1qxZg5KSEvTu3RsnTpzwLnPvvfdi6dKlmDt3Lr744gscPHgQ1113XTW25p/hzb6Vadq0Ke655x6MHj0amzZtwqJFi/DOu//F/2a9gSuu6IDevTLQrl172O2mfQpEREREAICVK1f6XH/77beRlJSELVu24Oqrr8axY8fw1ltvYc6cOejRowcAYNasWWjevDk2bdqEDh061Fgsps+cbDYbOnfujM6dOyM3NxcrV67EkiVLMOnp8YiNjUP37r3Qu1dfNGrU2OhQiYiIyASs0OXv2LFjAIDExEQAwJYtW1BSUoK0tDTvMhdffDEaNmyIjRs3qpX8lRUfH48hQ4ZgyJAh+PXXX7FkyRIsX/4JFi2aiwvOvwi9emWgW7eeiI6uZXSoRIbigA8iouDIy8vzuR4eHo7w8HC/j9F1HWPHjkXnzp1x6aWXAgCys7MRFhaG+Ph4n2WTk5ORnZ1dozGbqs/f2bjwwgtx3333YfXqVXjppRdRLzUJb7z5GjJvGYznX5iE777bCl3XjQ6TiIiIgi7QPf5O9fxr0KAB4uLivJfJkyefMbpRo0bhp59+wocfflhDz/fsWKryVxGHw4EePXqgR48eOHz4MJYvX47FixfjscfuQ526SUjr2QdpaelISalndKhEQcEzfBARBc/+/fsRGxvrvX6mqt/o0aOxbNkyrF+/HvXr1/fenpKSguLiYuTm5vpU/3JycpCSklKjMVs++Surbt26GDZsGG677Tb88MMPWLx4MZYsnYcPP3wXrVq1Qa9eGejU6aozvjFEVialtPYZx4mIzpFAEPr8lf4bGxvrk/xVRkqJMWPGYOHChfj888/RpEkTn/vbtm0Lh8OBtWvXYvDgwQCAnTt3Yt++fejYsWONxh5SyZ+HEAKXXXYZLrvsMtx3331Yu3YtFi9ejJdefgYzZkSja9ee6N07A+effyGnxaCQw0meiYjMZ9SoUZgzZw4WL16MmJgYbz++uLg4REZGIi4uDrfffjvGjRuHxMRExMbGYsyYMejYsWONDvYAQjT5KysqKgoDBgzAgAEDsG/fPixduhRLly7FJysWo0njZujVKwPdu6chNjbO6FCJiIgoRM2YMQMA0K1bN5/bZ82ahWHDhgEAXnnlFWiahsGDB6OoqAjp6emYPn16jccS8slfWQ0bNsSoUaPwr3/9Cxs3bsTixYvxv1kz8b9Zb6BD+87o3bsv2rRpC02z7DgYolKs/BERmUlV+mNHRERg2rRpmDZtWkBjUSr587DZbOjSpQu6dOmCI0eO4JNPPsHixYsx4YkHkZhYB716ZaB3rwwkJ9dsB0uiYOCADyJSnRXm+TOSkslfWYmJibjllluQmZmJn376CYsXL8bSpfPx0YfvodVllyO9d1907NgFYWFhRodKREQmxMMtshrlkz8PIQRatmyJli1bYty4cfj000+xaNEivPDiJERH1UL3Hr2Q3rsfmjRpanSoRH5xtC9R8HgGDbLibjbVPQPv2W7Dmpj8VSAqKgoDBw7EwIEDsWfPHixevBjLli7D0qULcH6zC5Ge3g/duvVEVFS00aESEZEJMPkjK+HIhjNo3Lgx7rnnHnyy4hPvmURmvjEVmbcMxiuvPIcdO37il56IiMhEPH3+An2xKlb+qqjsmUQOHTqEJUuWYPHixfh07SrUr98A6b37oWfP3oiLizc6VCLO80cUNPyukfWw8lcNSUlJuOOOO7B48WLMnDkdLVpcjPfefwu3Dr0Bkyc/ia1bv+V5hckwrEQTEZE/rPydA03T0L59e7Rv3x65ublYvnw5Fi1ahMcnPIC6dZPRu1cGevXKQJ06dY0OlYiIiAgAk78aEx8fj8zMTNx888348ccfsXDhQsxf8CFmz3kHbdteiYw+/XHFFR1gs9mMDpVCHUf7EhGRH0z+apgQAq1atUKrVq1w3333YdWqVViwYAEmPT0e8fEJSEvLQJ/0fkhJqWd0qER0Dn78cTOO5x/zaWaXUofUdZwoyIeuu6DrOmrVii29T8K9qCz9W7qXL73tFFHamVyU/u3O5E9dPzW9iOd+7zJlAyy9XeBUz3T3dd/7S9fiXqb0ucjSeDzPzd850G2aDWHhkYCUyM8/Bpu94t2KTz/UMusrO1VK2e34O37xvFqex5yxq0MF98uzmJ3P6SyBTbP5vGYeubl/VXk9FESc6cUvJn8BFB0djeuuuw7XXXcddu7ciYULF+KTT5Zg7tzZuKzV5UhP78cJpCkgOOAjsFau+ghffbUUdocNQgD20oRH0zQUFxUjPCIcRUVFAIAwRxjCwsO8SYPNZvNJ6DRN80koTiWG0pvUePoQl+1LfPoyFf3tm5iWX+/p/3qICpKcyui6O4H1JGI2W/mu5GbrA13V51Z2OV3Xvaf+PP11jYmJRFJSUs0GSRRATP6C5KKLLsJDDz2EsWPH4tNPP8WCBQvwwouTEBUZjauu7o5eaX1w0UXNq/yjRETG2bXrBzjCbJg5czo6dOhgdDiGcrlcKCgoQEFBAWJiYhAVFVXtdVVUwavoNt9qKFF5ovS/QG/Dqpj8BVlERAT69++P/v37Y9++fVi2bBmWLl2KlSuXoX79BkhL64OePXojMbG20aESUSUuu6wT1nz6ATZt2qR88mez2RATE4OYmJhzXldFyRwTPKKax6leDNSwYUPcddddWL58OWbMmIZLL22ODz54B0NvuxETnngYX371BUpKSowOkyzmbPoyUfV4mjjr169vdChERGeNlT8T0DQNHTp0QIcOHZCXl4fVq1dj8eLFePbZJ1ErOgbduqehV68MNGt6vtGhEinP5XJhzZqPERau4fzz+Z0kIuth8mcysbGxuP7663H99ddj9+7dWLJkCZYvX46lSxegSZPz0bt3X3Tv1hMxMbFGh0qkJCl1OMLCUb9+XbRu3drocIioAsE4/ZqVeySw2dfEmjZtirFjx2LFihV49dUpaNy4Pt56azpuufV6TJ78JL7d8rXpRtGR8XiCj8Cy2x04v1lLHDx4EJs2bTI6HCKis8bkzwLsdjuuvvpqvPzyy1i1aiXuuWcMsnP244knHsJtw/6Bt9/5fzh48IDRYZKZWPmQ1AJ69boe+flFuOuuUXA6nUaHQ0R0Vpj8WUxiYiJuueUWfPzxx3jvvXfRo0dXrFixGCNG3oIHHxyLtWtXo7Cw0OgwiUJaUt1U9Mu4BYWFTmRkZGDSpEk8pzIRWQb7/FmUEAItWrRAixYt8J///Afr1q3DokWL8MqUZzFj5qu4+uoeSO/dFxdeeDGnSlCMlNKw2aeys/fj110/BHWbZ/Nc/aVn/pK3yu6rW6cBsnZn4eDBuWjUqBFuvfXWs4iGiAKGnf78YvIXAiIiItC3b1/07dsXf/zxB5YuXYolS5Zg1aplaNigMXr37osePXohLi7e6FApCKSUhv0orV23AL/9vhVRUZGGbL+6KjtAqsqBU0q92sjPz4fL5arpsIiIAoLJX4ipX78+/v3vf+POO+/Epk2bsGjRIrzz7n8x6+030f7KTuid3hdtL7/Ce5oiopqk6zq6dOmIadOmGR0KESmMp/b1j8lfiNI0DZ06dUKnTp2Qm5uLTz75BIsWLcKTTz6MxMQ6SEvrg969MpCSUs/oUCkArPyjREREgcXkTwHx8fG4+eabcdNNN2HHjh1YtGgRli1bgI8+fA+XXXY50tP7oWPHLggLCzM6VKoBHHhARMpj6c8vJn8KKTtIZNy4cfj000+xaNEivPDiJERH1UK3bmlIT++Hpk2bGR0qnQsD+/wREZH5MflTVGRkJAYMGIABAwZg7969WLx4MZYuXYplyxfi/GYXIT29L7p164moqGijQ6Wz5B7ty+SPiNTFwp9/7PVPaNSoEe6++26sWLECL7/8Euql1sXMN6Yi85bBeOWV57Bjx09sSrQQKaXfKU2IiEhtrPyRl91uR/fu3dG9e3ccOnQIS5YsweLFi/Hp2lVo0KAh0nv345QxFsFWXyIiqgwrf1ShpKQk3HHHHVi8eDFmzpyO5s0vxDvv/hdDb7sRk5+diG3btvC8wkREZE6eSZ4DfbEoVv7IL03T0L59e7Rv3x5Hjx7F8uXLsXDhQowffz+SklOQ3rsvevXKQGJibaNDpTLY54+IiCrD5I+qLCEhAbfccgsyMzPx/fffY8GCBfjo4/fx3vuzcOWVHdEnvR/atWvPCaSJiIhMjMkfnTUhBFq3bo3WrVvj/vvvx4oVK7Bw4UJMfOpRJCTURu/efZHeuy+SkpKNDlVJLt1l6eYIIiIKLCZ/dE5iYmJw44034oYbbsDPP/+MhQsXYunS+fjow/fQpk079OnTH+3bd4Ldzo9asHBgNhGpjlO9+Mc9MtUIIQQuueQSXHLJJbj33nuxevVqzJ8/H5OffQJxcfHolZaB9PR+qFcv1ehQQ57ucsJucxgdBhERmRSTP6pxUVFRGDRoEAYNGoRff/0VCxcuxPLlSzF33hxcdllb9OnTHx07dIbDwQQlEOwOB04UFBgdBhGRcVj684s98ymgLrzwQjz44INYvXoVJk58EkI48fzzE3HbsBvx1lszceDgH0aHGHI40peIiPxh5Y+CIiIiwns6ud27d2P+/Pn45JNPsGDhR2jVsg0yMgagY8curAYSEdE5E6X/BXobVsXKHwVd06ZNcf/992PlypV4+ulJsDuA5194CkNvK60GHthvdIhEREQhi5U/Mkx4eDj69u2Lvn37Yvfu3ViwYAGWL1/OaiAREZ0b9vnzi5U/MoWmTZvivvvuq7Aa+L//vYGDBw8YHSIREVFIYOWPTOX0auD8+fOxfPlyzF/wIS666BJER0VD190T2UlISCmhu1zQpQ6XS4cAIOE57aLwXoDSPiBlrp9O13VIyFN/S+meM09K77ZkNSfR85wHuSpnP6ksvtOXEUKDzaZBCAGbZoPQNGhC4ODBAyguceKt/z1buqz/uf+k1OFyuSClfs5zQ+/e/TNSz+t2bishIjpHLPz5J2R192ZEQVJUVIQ1a9bgyy+/hK7rp5K50kTOZrNB0zTYbDYIIbxJWtlkzfO3JwmriKZpvsmiEN7bKrq/rLJfI8/9ntsqS+b8ffWklN7nUhFd18td3AmcxN69e6HrOho3bnzG7UkpYbPZ4HA4YLPZKo3nbHTr1g09evSokXUREZ2NvLw8xMXF4VD2X4iNjQ34tpJS6uDYsWMB31ZNY/JHREREIcGb/OUEKflLtmbyxz5/RERERAphnz8iIiIKMez15w8rf0REREQKYfJHREREpBA2+xIREVFIYaOvf6z8ERERESmElT8iIiIKLSz9+cXKHxEREZFCWPkjIiKikMLCn3+s/BEREREphJU/IiIiCi1CuC+B3oZFsfJHREREpBAmf0REREQKYfJHREREpBD2+SMiIqKQwi5//rHyR0RERKQQJn9ERERECmHyR0RERKQQJn9EREQUUoQQQblUx7Rp09C4cWNERESgffv2+Prrr2v42Z8Zkz8iIiKiIPjoo48wbtw4TJgwAVu3bsVll12G9PR0HDp0KKhxMPkjIiIiCoKXX34ZI0aMwPDhw3HJJZdg5syZiIqKwv/+97+gxsHkj4iIiCjAiouLsWXLFqSlpXlv0zQNaWlp2LhxY1Bj4Tx/REREFFLy8vKCto3TtxUeHo7w8PByy//1119wuVxITk72uT05ORm//PJL4AKtAJM/IiIiCglhYWFISUlB4yaNgrK9WrVqoUGDBj63TZgwAU888URQtl9dTP6IiIgoJERERCArKwvFxcVB2Z6Ustyo34qqfgBQp04d2Gw25OTk+Nyek5ODlJSUgMVYESZ/REREFDIiIiIQERFhdBjlhIWFoW3btli7di0GDRoEANB1HWvXrsXo0aODGguTPyIiIqIgGDduHG677Ta0a9cOV155JaZMmYITJ05g+PDhQY2DyR8RERFREPzjH//A4cOH8fjjjyM7OxutW7fGypUryw0CCTQhpZRB3SIRERERGYbz/BEREREphMkfERERkUKY/BEREREphMkfERERkUKY/BEREREphMkfERERkUKY/BEREREphMkfERERkUKY/BEREREphMkfERERkUKY/BEREREphMkfERERkUL+P/G4boFrTh4fAAAAAElFTkSuQmCC", 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", 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", 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", 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", 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", 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" ] diff --git a/doc/demo/03-counties-GEO.ipynb b/doc/demo/03-counties-GEO.ipynb index 206eee79..2986a438 100644 --- a/doc/demo/03-counties-GEO.ipynb +++ b/doc/demo/03-counties-GEO.ipynb @@ -30,10 +30,10 @@ "from epymorph import *\n", "from epymorph.geo import *\n", "from epymorph.geo.adrio import adrio_maker_library\n", - "from epymorph.geo.adrio.census.adrio_census import CensusGeography, Granularity\n", "from epymorph.geo.cache import save_to_cache\n", "from epymorph.geo.dynamic import DynamicGeo\n", "from epymorph.geo.spec import attrib\n", + "from epymorph.geography.us_census import CountyScope\n", "\n", "spec = DynamicGeoSpec(\n", " attributes=[\n", @@ -45,14 +45,7 @@ " attrib('commuters', int, Shapes.NxN),\n", " ],\n", " time_period=Year(2020),\n", - " geography=CensusGeography(\n", - " granularity=Granularity.COUNTY, # <-- This is the only line we need to change!\n", - " filter={\n", - " 'state': ['04', '35', '08', '49'], # AZ, NM, CO, UT\n", - " 'county': ['*'],\n", - " 'tract': ['*'],\n", - " 'block group': ['*'],\n", - " }),\n", + " scope=CountyScope.in_states_by_code([\"AZ\", \"NM\", \"CO\", \"UT\"]),\n", " source={\n", " 'label': 'Census:name',\n", " 'geoid': 'Census',\n", @@ -99,12 +92,12 @@ "• 2015-01-01 to 2015-05-31 (150 days)\n", "• 141 geo nodes\n", "|####################| 100% \n", - "Runtime: 10.662s\n" + "Runtime: 10.842s\n" ] }, { "data": { - "image/png": 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", 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", 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", 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JZDL4p3/6J2zcuBEvfelLW9yr+gwNDeHUU0/Ft771LRw4cGDZ75VpRkRRXHYc7rzzzrJPYC0uu+wy3HTTTbj11lvxiU98onMNb4I3vvGNEEURn/3sZ5e1n3NeTtnzyle+Eps2bcKNN95YFQFcmq9EKBQCgGXzLEUURZx11ln4j//4j6ph1/Hxcdxxxx04+eSTy0OpnaLSysw5xze+8Q3IsozTTz+9ar63v/3teOqpp/Cxj30MoijikksuWXXd69atw3ve8x788pe/xM0337zsd8MwcMMNN2Dv3r1N7XtJdD/00EPl+TKZDL73ve81te+VrHaO3vrWt4Ixhg996EPYvn07RfkShIshyx/RMPfccw+eeeYZaJqG8fFx3H///bjvvvuwYcMG3H333eVkvdFoFKeccgquv/56qKqKNWvW4Je//GVVjrylXHbZZbj44osBAJ/73Ocaas8nP/lJ/PCHP8TWrVvxwQ9+EIlEAt/73vewY8cO/Nu//VvbQ6b1+OY3v4mTTz4ZRx55JN7znvdg8+bNGB8fx8MPP4y9e/eW8/idf/75uO6663D55ZfjpJNOwhNPPIHbb799mZ/ZUq688kqkUin83d/9HWKxGK6++mrL9qUWhxxyCD7/+c/jU5/6FHbu3ImLLroIkUgEO3bswE9+8hNcccUV+OhHPwpBEHDLLbfgggsuwNFHH43LL78co6OjeOaZZ/Dkk0+W04Mce+yxAIAPfvCDOPvss+uKp89//vO47777cPLJJ+N973sfJEnCt771LRQKBVx//fUd3U+/3497770X73jHO3DCCSfgnnvuwc9+9jNcffXVGBwcrJr3vPPOQ39/P+68805s3boVQ0NDDW3jhhtuwIsvvogPfvCD+Pd//3ecf/756Ovrw+7du3HnnXfimWeeKR+LRvf9rLPOwvr16/Hud7+7LEb/3//7fxgcHMTu3btbOhZHH300RFHEl7/8ZczNzUFRFPzVX/1VeT8HBwdxzjnn4M4770Q8Hsd5553X0nYIgnAA9gQZE26ilD6i9PH5fHxkZISfeeaZ/Otf/zpPpVLLltm7dy9/wxvewOPxOI/FYvzNb34z379//7K0HiUKhQLv6+vjsViM53K5htv24osv8osvvpjH43Hu9/v5q171Kv7Tn/502XxoMtVLI/O++OKL/LLLLuMjIyNclmW+Zs0afv755/Mf//jH5Xny+Tz/27/9Wz46OsoDgQB/zWtewx9++GH+ute9jr/uda8rz1eZ6qWSj3/84xwA/8Y3vrFiO+qlelmanqe0ncp0HrVSvZT4t3/7N37yySfzUCjEQ6EQP/zww/n73/9+/uyzz1bN95vf/IafeeaZPBKJ8FAoxF/xilfwm2++ufy7pmn8Ax/4AB8cHOSMsao0JbWuiccff5yfffbZPBwO82AwyE877TT+u9/9rmqeZvaxFqX9fvHFF/lZZ53Fg8EgHx4e5tdee+2y9Dwl3ve+93EA/I477qi77qVomsb/7//9v/y1r30tj8ViXJZlvmHDBn755ZcvSwPTyL5zzvljjz3GTzjhBO7z+fj69ev5V7/61RVTvZx33nnLll96DXLO+T//8z/zzZs3c1EUax7Df/3Xf+UA+BVXXNHU/hME4SwY5x30iiaIFtE0DWNjY7jggguW+ccRhFP48Ic/jG9/+9s4ePAggsGg3c3pOv/xH/+Biy66CA899FBV6hiCINwF+fwRjuCuu+7C5OQkLrvsMrubQhA1yefzuO222/CmN73Jk8IPAP75n/8ZmzdvrsqtSRCE+yCfP8JWtm3bhj//+c/43Oc+h2OOOQave93r7G4SQVQxMTGBX/3qV/jxj3+M6elpfOhDH7K7SV3nRz/6Ef785z/jZz/7Gb7+9a+3lMCbIAjnQOKPsJVbbrkFt912G44++mh897vftbs5BLGMp556CpdeeimGhoZw0003dTRfn1t461vfinA4jHe/+9143/veZ3dzCIJoE/L5IwiCIAiC8BDk80cQBEEQBOEhSPwRBEEQBEF4CPL5IwiCIAiiZ8jn8ygWi13Zls/nKxc4cBMk/giCIAiC6Any+TxigUEUke7K9kZGRrBjxw7XCUASfwRBEARB9ATFYhFFpPFqfAgiFEu3paOARw5+HcVikcQfQRAEQRCEnUjwQ2LWij/G3ZvvkgI+CIIgCIIgPASJP4IgCIIgCA9Bw74EQRAEQfQWbOFjNS4tk0GWP4IgCIIgCA9Blj+CIAiCIHoKJjAwZq3pj3EG6JZuwjLI8kcQBEEQBOEhyPJHEARBEERPwZj5sXQb1q7eUsjyRxAEQRAE4SHI8kcQBEEQRG/BYL3pz8WQ5Y8gCIIgCMJDkOWPIAiCIIiegnz+6kOWP4IgCIIgCA9Blj+CIAiCIHqKruX5cylk+SMIgiAIgvAQZPkjCIIgCKK36IbTn4u9/sjyRxAEQRAE4SHI8kcQBEEQRE9B0b71IcsfQRAEQRCEhyDLH0EQBEEQPQVjXYj2dbHtjyx/BEEQBEEQHoLEH0EQBEEQhIfw5LDv9u3b8cADD0AURQQCAUQiEUSjUQSDQTDGYBgGDMOApmnLPrqulz/1vhuGUfVb5fTSb5X/Lv3b/F75rw7OOQzdgMG5+bdhABzgMMA5Bzd4+bdK+MK0yumcc6D0lQHc4BgdG0EsFoWu6+V5NU0rL2MYRtU6Ftu60JYaLG0LwKGqKlRVLe9DZfvK83Msa7Om6+jri+PWW29FMBhs8qwTBEEQnoHB3REZFuNJ8fejH/0I/+/bt0PxB6FpRRi6DiYs+AhgUROZwoov/IvyfzjMsX5BEMEEAYyZfwuCCIGJ5noEAQITwMDABNH8mwnl38DNfxnMkCSBCUBp/or5zDaxBf8FocKPQQBj0kI0U6VvA6vj68Cqop9K2zb3lWPfvnns3DkDURAr9rHCOFxqZ/krW2znwl3G2MJ/SqKtYv5wWEEs5ocsy5AkaeGYLGyDodzmyn8rfSqe+Muf8Je/PInp6WkSfwRBEATRIp4Uf4IgoD+xBpe85e/AOYemFVEo5KCqBXBumCJLECAIAgRBhFgSdgsfxoRqUdQjBAIy1qyPQ9NqW/E6wZaXDCDRF2hp2See+CM+dfVHalgTCYIgCGIRKu9WH0+KP0mSYHBT4DDGIMsKZFmxuVX2k8upKORUiLJo2TbS84WWxR9pPoIgCIJon94zXzWA1W8DbmZifB6SaM3xEYTOrJfOH0EQBFGPUpJnqz9uxbPij3PrhjbdTKGgY8+uJHxy5y+NNWujWLcu1vH1EgRBEATROJ4Uf4Zh+vURtSkUNEyMpzvuWzc5kWlr+cXYFBr/JQiCIOpApr+6kAIiapKczUGWOnt5DAwE2xqyNQxT9NGwL0EQBEG0jifFnyAIZD1qgORsrqPHae/eFJJzuZaXJ9FHEARBNEQ3jH4tPJIeeughXHDBBRgbGwNjDHfdddeK8/7v//2/wRjDjTfeWDV9ZmYGl156KaLRKOLxON797ncjnU431Q5Pij+iMaYmM1B8nY38ffaZKeQL2uoz1oCGfQmCIAg3k8lkcNRRR+Gb3/xm3fl+8pOf4JFHHsHY2Niy3y699FI8+eSTuO+++/DTn/4UDz30EK644oqm2uHJVC9E4+zdncTQaLSj60zPF+BX6NIjCIIgrMEsQGBxnj+j+fVv3boVW7durTvPvn378IEPfAC/+MUvcN5551X99vTTT+Pee+/FH/7wBxx33HEAgJtvvhnnnnsuvvKVr9QUi7Ugyx9Rl7Ub4h1fZzpd7Pg6CYIgCMIOUqlU1adQKLS8LsMw8Pa3vx0f+9jH8LKXvWzZ7w8//DDi8XhZ+AHAGWecAUEQsG3btoa340nxZ/r8UaqX1fD5RKhq54/T/HzrNwZBEARBrEoXo33XrVuHWCxW/nzpS19qudlf/vKXIUkSPvjBD9b8/eDBgxgaGqqaJkkSEokEDh482PB2PDn2RoEDjTE4FLakqkY2q2JmJotEgurzEgRBEO5mz549iEYX3aMUpbWKYY899hi+/vWv4/HHH7dcp3jS8kcBA42h+K17N2jH+kfnjyAIgqhHN9P8RaPRqk+r4u+///u/MTExgfXr10OSJEiShF27duFv//ZvsXHjRgDAyMgIJiYmqpbTNA0zMzMYGRlpeFuetPwBrs7N2DWmpzIYHIpA0zs/9OvzNX/pCaIZeazreqebQxAEQRC28va3vx1nnHFG1bSzzz4bb3/723H55ZcDAE488UQkk0k89thjOPbYYwEA999/PwzDwAknnNDwtjwr/sh4tDpzyTxisQCEDid7BoA9e+bQ1xeAvwnrImslqRJBEAThORhjlg+dtrL+dDqNF154ofx9x44d+OMf/4hEIoH169ejv7+/an5ZljEyMoLDDjsMAHDEEUfgnHPOwXve8x7ceuutUFUVV155JS655JKGI30Bjw77Eo0zO5u1ZL2iyODrcA5BgiAIgnAyjz76KI455hgcc8wxAICPfOQjOOaYY/DpT3+64XXcfvvtOPzww3H66afj3HPPxcknn4x/+qd/aqodnrT8mbV9yYrUCPOpAoZGItD1zppK166N0tA7QRAEYQ0tVuBoehtNcuqppzblt75z585l0xKJBO64447mN16BJy1/nHMw5slddwyKIpEAJwiCIAgb8KQCMgzK8dcMogVZ0gWx9UuPon0JgiAIonU8OexLlr/mKOQ1yD4RgsBQ7EDSZ1kWEGghjQxZCgmCIIhGYEIXyru5OAjRk+IPsN4VoJfYu2cOjAG6buDQlwxC1doTgKOjUcgyBXsQBEEQhB14VvzRwGHj6BV5/tLzBSgBueV1RSIKhodDLS1Lw70EQRBEQzg04MMpeHLsk2r7ts6B/SmkU/mWl08kghCE9i47Gv4lCIIgiNbxpOWPLEits35DH3x+CVoLQ7+RiIKBgdbr+fIFey2JP4IgCKIeTk3y7BQ8afkD3H3S7GT3rlm06kMbi/khtVEtpCTa6dwRBEEQROt40vJHNM8xx68FODB+YB6JgRAOHphfNk80qiAUUSAIDLPTWcT7AmWhNjOdQSzm70hbSPwRBEEQ9SDLX308afmjYd/mERiDAWBwNIJ8QcPwSBiKIkKWFy8hVdWRz2tIp4vwB2VksirSmSLSmSL8QR/2H5xHNqe23gg6bwRBEATRNh62/LlXsduB5BOh5TUApgbLF3T4gz4AQDjkQ2ouj0hMQSZjirul5eAMw/w+PpHBmrEIfLKIfF6FJAmQJEr7QhAEQXQQAR41bzWGh8Uf0SiHbBkAN1a2uqUzRQiSUBZ+9SgUNGzfMYu+uB87tk9DFAQMDISwYWN81Shg8vkjCIIgiPYh8edxjnrlGPwr5O3jMIVWPq+hUNQ7ut39e5PQVAMaDOzbN4dMtoiXvGQQPh9ZAQmCIIj2IJ+/+nhW/Ln3lHWOI142DAgC8oXOCrvVCAZlTI1XB4wkZ3OYnc1iaCjs6huKIAiCIJyOJ8WfYVCC5+HRCPwhX9kXr5sYeu1tPv/cFGRZRCJROxdgKd6DxCFBEARRD8bMj9XbcCuedIc0DMPdZ61NAgEJ6zclbBF+AFAsajWniyJDX19gxeUoSpsgCIIg2seTlj8AYMyTuhcAcNSxa5HL1xZgncbnEwEOFFVzaDkYkLB752zNeTk3o4JFsbYwVzUdhsHJ8kcQBEHUh0x/dfGkAvKyBenYV63rqPATBAZZrh2kEQhI2L8nif17k8ilCxAFrCj8AEAUBUxOZqBpy30QDYNjdjZHqf4IgiAIok08a/nzIlsOG4DWoaFen89M8DxxIIV8XsPAYBiST4Sqmv6UfkVCIbcoMjOZIjKZYt11qqqOF56fwsx0EEe8dKhs4cvmVMzNFUj4EQRBEA1Bhr/6kPjzCP0DQUTigWXJl1tlZnIe+fyihW5yIo1gUMbAUASapuPAvmTL2wqHfWCMwTA4iqqO6ekcAAr4IAiCIIhOQOLPA8g+EYccNoRCYeXhXr9fWhBVi4JtUWwBmmpA1RajpGPxIPIHq9O1ZLMqdu+caautiiJhZDSCXE7DzGzOtqAUgiAIguhVPCn+vJbq5djj1yG3RPgxBkQiCoJBGeIqlTVKqKoOg3MwMBiGgfEl4q8VBIGhLxGE4hMRifohSgLm0yqy2ZWrhXjZZ5MgCIJYHcYYmGBxkmfu3lEoT4o/wDtDh0e9ck1Z+IkiQzTqh98vQWhh/ysDO/QOxYwcsmUAxaIpxvMFHaiTcLrUZK+cO4IgCIKwAk+KP8555ehmz7JhUx98fgnRiFIum9Yp4aRp7R9Ac5S5+faQ5Y8gCIKoC0V81MWT4g/obevR8EgEa9bH0d8fhCQJluyrKDW/TsaAQEDGug0JAGb6lmKHawYTBEEQBFEfz4q/Xivuu35jH4ZHI2CCgGJRh8GBdEZFPKZYsj1RFOAPSMjnGhv/3bS5H0xg0HWOfJcSTBMEQRDehAx/9fGk+OuFYV9JYti4eQD9gyHoBoemGVA1DmDRkpbLqYhGFIi1czC3BWMMsVgA+dzqQR8DQ2EYHECH0swQBEEQBNE6nhV/il9G/0Cw8YUqFb5dGoYxDA2HEYsHUVTNUmeFVYZNJ6cyGBkOW9KcoeEwspki5ucLdedLJIIo1AnkaBTT1Y/jfe97H8bGxiCKohnRtfABAEEQIAhCeVrl34vrMU+gLMvw+/0QakQ7c26WkeOcQ9d1aJpW/rv0vTSt9Klc99KIcs45DIOXpxuGUd5G5Ty6rkFVNRiGUf6Y043y9jnn0DQN+XwesixDluXyOgRBwN69e6DrOtav31h1fOoN/wuMwajwpRRFoXyMpqenoSgKfLKv/Hvp2ABALp/D5OQE1q5Zt7AOs72aZu5H6Xg1Q+mYltpceXwr/9Z1veL4GuVzvtTdYenyS79XHh/zbwGcV/uXLj2WldfN0naKorhwbiQEg0EoPh8kWYYgCJBlCbIsL6xjcT2l9Va2b2m7lrYFWLyWlu5freuycnopjdLk5AQSif6a26l1XkrzlP7O5/NQVfN+0HVj8R5RNWiaitnkLOLxvqp1VG7DMHSkUinE433ldeqajnRmHvF4n7l/hoH59DzC4QgKhQIADlVVEQqFkctloSh+RMIRGJyjWCyU21c6tqV9rvxeua+lbbCF+0DTNEiSGRjHOS93+ZX3deUxFQShvA1JkqBrGnL53LJnhT8QgKHrEASxIhKVl681s90GBEFc0be5dO5VtQhRNB/h3DDAlvRjuq7jox/9MC655JIVz2cvs1qf16ltuBVPij/DMBAKK1i3qd/uprREvk6+vqUYBkc2pyIYkFefuUkEQcCGjX14+qnxFRM6v+TwoY4IPwDYsGEzXv3q01EoFJDPLwqh5cKAVz0QlwqxRVGnLTwo6m9XEMQFEWl+RNH8LopSVQejqjpKbwmVD3Lzd1NQCIJUnkcQhLJgKS0jCAICAbEsWkvbFQS2sH1Wbo/Ppyw8cNWF/TePwSOPbIOqajjisDMWjwt4OXEjR+13GbHy+4KYKupANDKAXHYeghJbchzNf3VtGhvXHwomCGAV+8YEsRxVLopyxfHACi2oWnvVuTL/rhRb5jyVwslchiMeD2DDpkR535eKJvNcoOq4L4oisz3z8zk898zkkjYtXmsGNxYTYZZ+5YvHxDAM6IYGQ9ehqkXMF4owFq5Xg6swjDyGhsMwm6+Xlym1tyQmFtfNVxADfGF/qq+7yv0tidnqB9WiiB0Y2IRUKolYLF7ej5VgDCgUNEyOL1r8JSm4cE2KEAQGSRYgKCIYE5DPZzAyHC0f86XHCwDyhQxGhpSF+8mcls3OY/26SPmY6oaOYjGPgD+ETCaFYDAKxoBsNo1QKAaAY3JyD4KBMIYGYihdC5XnZOk5CgRlFPI6AF51/QAMoijBMPSqa49zo+oaFITS9Wzex4LAoGkqFCUIw9CRz2cQDEbL97imqeX72eyjdDDGEIn6MZ9aFKwlAVh5Dyy2n4Nzo7wfkuSDrms1X3T+67/vxPbt21c+mYSn8aT4A+DuwfomSSbzCAYWRUcnMQyO/oEQJsbTNX/PposIhn3QdXNouh1CoQje9a4PtbUOq+CcI52uX76uW9x330+QSs3jlNe+ye6m2MLwcBhHH7u2rXU89ZeDCAdWrkPdCQ4/Ygh9/SFLt2EF86k8/vLnA3Y3o23ifQGkVxm16AYDgyFMTWY6vt7nX3i04+t0FcLCx0pc7Mlk9aFxLG4217bCzEweVlyp+by2ovADgL17k3jumQnMzna+cyNqIwiCqzuldulEVZi16+LtN2Q1vNUFESvh4XuVsA9Pij8v5onLF7QWc/NxFArawpDmckJhX1Xy55XQNQOS5MnLzQYYuIefKJ3Y80hUwUknb8S69fEOrK02zz07CbXovsh3j703W46X71UrWeqja9XHrXjyacwXSpR5jcmpDBp9NHJu5uDbuzeFiYkMMpna5dYEQcD6DfFV1zeXzNNDo0sIAqvvuNXjdKJ8I2MMsXgAhxw6gJNO3oiNG/s6fv0aOscfH9+HXNYZ7gKEPXj4ViVsxJM+f160/AFmJ5POqAgF5VUi+oCZmVxVfd1gcOWAkVBYQV9fALOzubrb371zFus39kFVvVVbudswJnjalsA7eHkFgjICQRmRqB+6wbFmTQy7ds7gwIH261oDgKYZmJ7KYM26+vekk/Bo92kddDwtoTKoy8ptuBXPij+3dLSdJpUqILSCkOOcQ1UNTEykl3Xw+bwGWV5eLcQU0gzDo1FEon4wxlAoaDh4ILVs/cWiBlEUSPw1SSSirPjCYhi8SqQTqEpZ0ykEgeHlrxgFAERiClKpAjKZzljs9uxOIhj0ITHgvuAPN+OUJ4CVw75eNXQQq+NJ8Qd4L+CjkumZHPoTgWXpAVKpAlKp2tFvc3N5RCK+qmmaZiCVyi8bEg4GZUiSsCy6d2ws6qrqHqLIIIkCdN2AuLA/K6W0aR8zLYUsi8uOm2EYSCbzNZdKJALLpi2mivAmnQj4qIcgCCg0kW6pEV58YQrhiAKf4vwuuVcERa/sB1EbJpgfS7fh4kvI+T2NBXj9pi8WdWgahywvJhmdns4it0qptv3758EW3MnqPWCzWRVr1sZhcI6J8XkUFgRfOOrvWM4/q5k8mEIymVsmxOJ9AcRifoSjfkiiAE03kJzNQZYFhEIyNM1YcR9LOe4q83lFIgo0zUA+bwroGvmmV2H5SwxjHvf5s7iSjCAwvO60Q/Dr+57v2Do1zcBjf9iDo44ZQzBkTUnGztEbL86OuUMc0xDCS3hS/BHA1HQGoyMRcM5x8GC6oRx8zVhUgiEfslkVGzf1Y3JiHopPRLHoXGuUKLJyNPJ8Ko+pqdqpaZKzOSRX8G0MhxVE4oGyoCsWF6tPyLIAn08uR05LkgDDMEV3JYZRXV0kHPatIpg5QiG5yvpaSjzrVXSLLX8AoOvWXMu7dszgsJeOmEE7DsXDgyaEm2BU3LcenhR/uq57+uEImIah+XlzmNeKYTLDMK1c+byGSDSwsE17X3F9PjMljWFwiCKDYZhlyKYm0pgYn++IscwwOObmzMjmvr7gQhUCFbmcWmVZLZUlW4ooMpR+CoV8Kw73lpiZyUFRqlPtVJaj8iKdiPath6bqePT3eyxZdzKZR2Y+j0hs+XC+U+gVo7JTnttWHk67+1zCuXhS/JmleLwt/gBgPl1ENKqsKjBaYXIyg6GhMHI5e4IRBIFBFBiKRQ2KXwZjwPYXppCa6/y+1sKMmM6uPuMSikUdfX2BsohsBFO8Vz/JnPJgswOrff4Mi6u57Nw5g5e/YszTfsndwRnHlwE4dMtKpUYXXXOqpy2/5xcxfwuFfJ6+hsjwVx/Pir+lRbC9Sr6gwx+QkF/F368VunljiAIgiEK55uWenTOrpp5xIrWGgpun3oOh9+EWi79sh6J8VyI9X8SeXbNYvzFh6Xa8jlNG1jmA2ZnO91UrJeYnCMDL4s/DD8dKVFWHLFsjhCcm0kgkgmXfN6tQFBF/fGzvwt8SDM6hWrxNJ7G0eL3XsS4i26Qb/ngT42mMrY1BklavnkO0hhlZbX9t31jUj3Ta/nYQ3sKT4s/Lef5qYeXDbCXhNzYWAWMM+/YtzwfYDIm+QJV47XQKDjeg6xzxuAJd58jlVGSzjVdyIZpnz+6k5dtQVR3zqTz6Es7L/dcrXSeVm+xtmMDALH5RY9y9N4Mnr37DMLw8KrYMK32ClwYjAEBf3A+Bdcb2Wsop6GU455idzS1EB8tQFAXZbGcqUBDVGAbH+MHuHNud22cs919shV6JIXDMI8DNyeII1+LJpybnHILHo30rKRZ1SwSUGVFcrLIU9CcCCARkGAaHYXAMD7Vu2ZAkRtFsFczPFzA7m4cs++H3B+1ujm1Y6c5r6N0LFsvnNWgO9Nuie67D0OG0hlLEh9Ufl+JJBUTDvssJh32rz9QChYKGQEBCoi8ASWLLagSLooC1a6IYG41AFJs7J/39wZ6xQnQSQRA9/YC28t7evy/V1Qj2fM7a4JKW6JVryyHPgB45moTL8KTPH0X7LqeRJM+tEgkrEEUBfn+45jBWadrYaAQzs7ll5eICARmxmB+qqmN6OotQSEY45INPFi137ncjXhV+8bgfJ528CRzWpXuJ93U3/96TfxnHCSdtcFRqqp65unpmR4haUKqX+nhS/BHLkX2djSr0+yX4fCLGxiKoLDNbT5foOkcs6keiLwBVNTA5lYGucwz0B6HrBhSfiHVro+XyciXhR314NYahO0osdAtJFrtQ3aP7V1s2U0Q44u/6dnseh/jaUeYJwg48Kf503YDAKIVCJZ00FgWDEqIxP1TVwNR0DoP9waYsMbrOIQgMoyMRGJxXldKqZemjrrMaVS1CELxza4uigFhcQTRmvUAKRxTE4wEkk93LITk1mXGW+HOGZuoh6IBaQheifeHiaF/vPCEq4JQYrQatd0B+v4RoVIEkCWCMQdMNqKop2NoZgnRipKMb0HUNguCdl5tNmxM4ZMtAV7YlCAIOO2II2x7e1ZXtAabfrGEYYIx51lc5GJSR6DeDmJZ2KfX6mFJgmWFwcMP09WaCaW0LBn0YGg6X62irRd2VieFXgoIaiXp4Vvx5tRNdiXaORyzuh6YZ0Gvk9JMkRiKuy5hCwTsdf7evrr5EAIn+IGbarsTSGHPJHLb9bhfWrotj3Ya+rmzTaQwOhbFhU+crngyPLv5dLGiW1Wy2A4Mblte5djbdiMZ1r47wpPgDyM9iKZVDq43AGJDoD8LnE+tW8KAKBd2Hc+6p67vbAS58iSuC1eg6RyAgV9xvGux86Njx3tyVU2zXIbVwu2TkIFbCs+KPk59FmWBARiAgIxJWoBsGDh5IAwBiMQWZrApNXXzQ+XwCBgZD0HUOTTPqCr9YTIEiS2T56zKcdy8XnROw5QHX5Uv68JcNI5/XMDGRxsBAEJpm3z1lRzB5NwS+bTLJwl3zsvijaN/6eFL8CYIA7mlzeDWBoARNM8rpXtasjYJzjkJBx/CQUi7BJggMAwMhFAqNJZ5VfBIMSsXSdcwHpYt7pSaRmswP2S6CIGDDpj488acDXRNClZZGU9g7L/mzlXRD/AmCgDVrYwADDJ0v1oBnCyKKmSNGJZ9BxmAKN4byCGN5eoV/ZkkglK5SVdWr9F5fIoS+/sVk92VBsVAFqVUBFwxZk7uV6A08Kf40TYMoKnY3wzHMzuYRjS4ej3x+sT5uvqBhzdrowsOHoVDH0reUickM+hNBy2WIY9LaOURvee1tXxC7b+WMxQPYctggnntmsrotglU+rk46p0654TqLJAuQlc49EktHaWn/1D8Uqdtn8aV/t3y4vRsgBHSptq/V0cQW4p2xoQp0XfdUNGQj1Huzzuc1qKoBtYVSU9MzWVebxt2Jt8reNVsZphNwDkSi1elX1qyL4Zjj1nZ0O4wBRx+7purem57O2HpP2eHG0R0R01sdFec0ukWsjCfFH1GNYXBLAzO8I0MIOxBsevsuFDQc+6p1eOVxazE6FkU0FkA2q2J0LNrWetesi5X/fvkrxpa5Weg6hyzb13Xb4cLbDe3HHJL0uXP0lphtGtalj0vx5LAvsRxBAHSL3IimZ3II+M1LLRiUSQ12AS8N99gl/nSdI5s1SxHGE8Hy9LG1MQSCMlKpPEZHo9B1jqf+chCHvmQA0Zgff3p837Jk5Rs3JSBKDPG+ILJZFQODYeiaYQ4r1bgvJyezGBwMoVDQLD/XviXVf/JdrG1cQuzK0L7111EgIK8+E0F0AU+KPzPPn92tcBZWxr9wzpFdeGBkcyoG+oMkAC3FWwEfAwOh1WfqMOGwD/PzhZrR7tmsCsUvY9AvQ1sQece+al35t5cfNYqZqSyiMT8UvwQGtnh/LIjJ0np1o/YbGeccExNp9C9Uz7FylH/Hi9PYvWvWug00QKfLT9aiG64S4bAPapcitU3/U+8O/XYjKbqbX7Jp2JcA0F3/EFXzVqQiYS2yr/vvsM12+tmsWiHsDISjfhgcyOW0svBrhelp631qHfF864Je6jU3WSpmQNSDxB8BAF3NC6drHExgKBQ1aLoBUWSQJLoUidbwUnBLLZLJvDMEGuE4SPwRK+HJJy7nhkNeZ51DNw9HOlPE5FQG8+kiknN5jE9mMD6ZsSVqk+gBvK39YBgcosjg84lQFBGKIi18zO+yLECSBIgigyAwKIoIv1+C3y8hEJDKfy8uu7gOv1+C7oAk7fa3wH14/J2onOrF6k+zPPTQQ7jgggswNjYGxhjuuuuu8m+qquITn/gEjjzySIRCIYyNjeGyyy7D/v37q9YxMzODSy+9FNFoFPF4HO9+97uRTqebaodHff7sboHzUFV7fUM45xifzGB4MNzV0lmE+zFoeAupVAG6bjScgL0ZCjYEeNgDPRgI68lkMjjqqKPwrne9C2984xurfstms3j88cdxzTXX4KijjsLs7Cw+9KEP4fWvfz0effTR8nyXXnopDhw4gPvuuw+qquLyyy/HFVdcgTvuuKPhdnhU/NHDYimZjIpo1LcsCrHbUNm9zuAPyDjspUOoLEKwKrzqn5VnqpqPVf+20goWyiGw0t+lNzBzgtlOhnJFA1b6jaNUOsEMbFj46AaHYZjrKxZ0KP7lXVlpOJhXZMotbZZzc7WyLLact85JL5GBgIzp6awl63bCbnajt3bS+ewMPbdDTeHU8m5bt27F1q1ba/4Wi8Vw3333VU37xje+gVe96lXYvXs31q9fj6effhr33nsv/vCHP+C4444DANx8880499xz8ZWvfAVjY2MNtcOT4g8oPW6IEqqqO6IGr6YatqXu6CUMg1tiBXIaHMDONiJRX/ay4Taue/vvl0Wsa4sT7kav+3W2AufcUzW+7SSVSlV9VxQFitKZKmJzc3NgjCEejwMAHn74YcTj8bLwA4AzzjgDgiBg27ZteMMb3tDQej17ZZCFaTlOEAszyVyXcnr1LpqmQdO8MlTXHq1qCs657VbySqwcyXDOXhLNwJi3Kv0so2T6s/oDYN26dYjFYuXPl770pY7sQj6fxyc+8Qm89a1vRTRqJo8/ePAghoaGquaTJAmJRAIHDx5seN1k+SMAmNdwMChD0+z3t8tmi1A6WGPTa0iSBFGkZLKN0I5mcoKlvISmGZAkwZr71zm76Xq66W0kipK3xV8X2bNnT1mcAeiI1U9VVbzlLW8B5xy33HJL2+tbCj1hCQBmQlBN0+GEQZ6CqpH4I4gmSKeLkCQBxoIvZM9BPtpNo2kqdKvKNrmAVqNxm90GAESj0Srx1y4l4bdr1y7cf//9VeseGRnBxMRE1fyapmFmZgYjIyMNb8OT42v0NrQcXbe2vm8zyKIz2kEQbqNX/WV7c6+sR5ZpBMBtlITf888/j1/96lfo7++v+v3EE09EMpnEY489Vp52//33wzAMnHDCCQ1vx5PmFYr2dTbhiALdAcPPzeKcK6oUJutNRJEhGPQtmcoXw5754vHppRdBURSQz2sdX2/vHKH6dOOR0M3LzevPOKdG+6bTabzwwgvl7zt27MAf//hHJBIJjI6O4uKLL8bjjz+On/70p9B1vezHl0gk4PP5cMQRR+Ccc87Be97zHtx6661QVRVXXnklLrnkkoYjfQGPij9iOYGA5Ah/P6A1ETU0FMLERKbjbSHchySJePLPBxqad936uLWN6SJ+v4gM3QJEBb30ctMrPProozjttNPK3z/ykY8AAN7xjnfgM5/5DO6++24AwNFHH1213AMPPIBTTz0VAHD77bfjyiuvxOmnnw5BEPCmN70JN910U1PtIPFHAICjImwNziGKQlPJnqmLq6ThzH5ED2GVpadyrbGYH3NzeUu2QxAdxaGmv1NPPbWuKG9EsCcSiaYSOtfCOU98wlaclLZiajqL6ZlMU/5L9IJLeB2rAj1Kax0di2Dtupgl21gVepchiI7iScsfL6X3JwAAkiRAEpljPMUMg8MAMJ8uILTMd4tYDdOn1e5W2EczeW3beWnw+UQUi/ZHUwYCEnI5DTMzOUvWH4koEASG/oEwOOfo7w/WX6DmtVdr4kLFl2U9D1ucfWGyKDAUCyv5M1afRLN7X7o9Dn+gMvhheXu6cS7NF1on9LK9D2PMcr9HN/tVelT82d0C58AYUCxoSM3lIQgMo2MRs2yWAy7qXF5DICBDFBidsyYwk7va3Qr7EJq4djVNb6kKAmMM4bCCmRlrSqo1Q6GgW+qvOzwaRSZTAAyO556eWH0BC5hLtidsfT4Ro+vinWlMG3Q3C4/9fTjhXDw77OsEceMEwiFfOULQMDj27U2BOyhP2MxsDloDvn90Oith4NwZwTt20MzV216yd2fcJ7Lc+W5cEBgEgWFgIAhdN8A4sP2F6Y5vp1v0agqc1fBywAcTuvNxK560/AHefSeSZQHcAAJBCdwAxsfTNeZq7OiwhdEZq7WiWjQg+AUIbGWrrVfPZy08X9apGXrgwhEEwbyvK7xZlv4tSwI03YBhoKFAqv5+U/SpKkcup0EQGL1gdYBuGh3IwEHUw7Piz6uIooCZZBZL6lBXMTGRxthYFEYdAcEYMDuTQzarYs2aqKU2kHS2iHS2iKGB0Mqihjq6MqyOSO5F/H4JsiQCbCHKeZWdHx2LLuQB5FBVHX5/7US41avhVd8ZMy1jkUjtMk6l9WezizWWJUkAY8D8fAGq2jnLbD6volhQkc+tnuNvcCgMDqn84lbapfLtwwHZJ0LTDKiqgWJRhywxTE9mmvKJCwZl5HKqp67DxujmAeHefgl0aLSvU/Ck+OOcwzAMGEvegBfPI1vyfQkt+uyaDqiNPZiXbrv0vdm3uernF0eu4mG0EobBsW/fHMbWRJe1lTEgky5ibi5f/i2bVREMypZ3a+oS/yxW/g+wYVMCPp+EvXuSFrfCDXjLqVyWG8/rBwCxeKAcanDwoDWJ8fx+GbpuQJaXV6uJxwOYns52LDo3HPZhf4M+cYZurJoPc8PGBNLpPDTNgKJImJpIY/zgfMPt2bgpgc2H9kOSBOg6x+x0Bo8/tq/h5QmCsB7Pij9N45Zkw+8VAgEZhlEtQjnnSM0VkE4Xq+adnc0hGLS+jNBssn5+sUi0/WLavYKn3/hXgXchDaIgACuVVdV1joGBECYmarlcNE97fovL2bVzpuq72KS/3MZDEmVrqiQBss8BjxmHWGi63Qov9wMMXTD8Wbt6S3Gxu2I7ePeGaJR4PLDsxuEcy4RfCTPqkY4rYQfOu+5WG9ZVVR1DQ+GOBCIwgWHdujj6+gJtr6tdAgF52UNlz+5ZW9riSNysFoiewgGvZN3HMIyW0jt4iUymiFB4McceY8DU5MrDRX19q+T+IrqGW67vQDnvWtnzDEAp0nTp3JVPzXKRXgCA1kH/uU6RShUQj/tXHNpljEHTjAXBxpDPF5HJrO6SsZRw2IfRkXB5eHnfvjns2jXbdT0sigynn3WYmSmALaTQYQwG5+T3VwnvbsCHly1/RH08Kf503QBzc4x2F/D7Fy8Nga2eS0zTdJQeyBymc7tachBn5tAUYwvPpBX6o1JHNTISqbKIlJapGoKumFaKbNR1A/39oYUW1PGt5OYchsExN5srt3H5fKj6zTB4ebYlsQDgMH3PlIrjdvBg2rKqC/Xhjhd/jAHPPjVudzMswzA4RJGtev75woVs+gg25opiRt6a99PYaKTKr3DNmhjWro3j0Ud3o5C3NmnxmnUxJGdzyKSLYIxBFBnuueeZ8u+OKgXnSYubJ3e6DBMYmMUpfqxev5V4UvwB3s371CiyLJgpXDjH/gOri5ilTuSMAfG4H/m8VhXx2Aj9/cGW0xQwgTXlAzU4HGlpO/UwHd1Nobx/f+OO8l7CC2ko5uYKCAYlNPIQ5tyspLGS+Fu7JopQWMb8fBHRiAJRLFlJl4t8zjmOO249fr9tN1S1PQEoigyHHNKPDRv6oHMOxSdC1zmmpzM4dMsAeNmyZ7bnrK2H4de/fB66bjhH+DkJ1r2XQbL8EfXwrPizxyLjHvbuTbWVMoRzYHY2j3jc37T4czucA88+O2V3MwibKRZ1xON+FIsa2rXCFFUDfbKE/kRjXTbnHMe/ah1mZ7PYvTuJzAq+uquh6xyJ/iCMJUb//oEQADNtzb49SWQyBegaRzwRgLF0ZgfglFeNrmoxD7xg1YVSvdTFk+JPkkRPV0BolHY6KkUR4fOJbr43mkaSzES7nYriJNzP5GQGsiwiEvFB1+vfUJpmrFgv2HSraJ6+vqDpj8tMS9B8qrBqqpdGSc5msW/fHDSNQ5JFSDJDLqdhzbp42ffP0DkEwRz+NjgHN3jVcVjiWQHGSqMybDGVE1ss2cfYEqvxwvdSjWBemY+Rl9w/OCTf8pQ7dkDRvoRT8KT4E0URhmF/QfZeJRo1H3SpVMHupnSV0nDY9LS99V6pw3cOnJsWwExGRTjsq+s3yxhDLObH5JLAqkhEwfBQuM2GmNeFojQvgvgKeSMDQR9MV98Fhba4KdNRGICw8IQRhMXUEp1OCsWrWseqleRCy0RRrJu0vlvwLso/gQmOtMJ2CzL81ceT4o+wBkEAolE/ZmfbK8LODQ4muu+uMgxuu/Az4R3zqfP5xCr/2OWrXQyBKQXeCIxVSYWl0qGy9Jg9dCHR3xLyebNEWijkq+uHp2kG/H6p7Pvn84lYuyYCSepMAE8r+oeVQ6hMcvkilIXcfYoiolCgF+lG6e5VZ7/YJZyLJ8Wf+TbkPnHhdMJhX9vCDwD+sG03Xv2aja5KEcEYHFTOqnPXdiGnYs/uZMfW5wTKUeddJptVYRgckYiyogBkjCEc9iEaVaBpBjgHfIoEY5Uh44Zp8tIQBACMQdN0iKIZZeyTJWiajj17Uh0tU+cFumqV93jAB0X71seT4o9z56fCcCO8QzmsOAdSc3lEov6OrK8bcI6apbzsgYOBQfEJWLS7MciyCG1JScPFZ0OthwRDJtV7EZvdqPCxEvm8Bs45olEFhoFyVHglhlEKSDPTuUxOZhEJ+yBKQtPVNpbS7NKHHT4EQzcwPZ3F7GwWsZgf/f1BCIKAjRvjmJnN4YALItodI4G6eN0xME8P+xL18aT4K3WsRGfp1FsmB8czT43jhJM2uiYqWxQFPP+8UyJ8GfJ5Fc9TxPEK2HvvFwo6JiezCAQkKMrqXXA+r5WHgcNhH2JRpRxE0SzNLPGSlwwgGvVD0wzMzmZRKOiYmMhgYiKDQw5NwNC5K4Sfo+iq4c/blj9y+quPJ8Uf4I08Y92mUx0Ng+kkP5/KIxxRwFhrD7puks87ZciXWA27hn2X0koflE4XkU4XMTrSYmm4Ji7S/ftTUDUD2Zy6zK9v+4szrupDa4es2ICLjhnR23hW/BHOxXyocPzx8X0YHo1g/fo++BqwkNjJ0ghNO+H2R1QQq9DXt3Lpt9WIRn2QJKE1y18Ti5hCcwaDw8sjjTmnqPLW6GKSZ0Hw9Dkiw199nP1EJVyFFf3M+IF5yLKIDRsTnV95h5AkAZlMa0l0raGbCSWIViiVZ2uWwYEgFEUE57y8fOV9xzk3yxAyVnMbZsLp5lB8EmLxpbUVF6isd1jDvFaOE+aLgrFU0q7UbraQ0K+qrQslIUvrX3qoVrI61prMYbplrHa8V3IGqnWcze98yTwrRMUvrJhzAAaHLJYOU8UBW3IOK/MfLoucrzUvL5W8XMhtCA4YnHz+iBXxrPjz+USEQr7yTbr05pXlem/Wdjxa6yXPqLPUisV0zXVwboqX2dlc2+LNqrfM8QPz2LS537FDv4ZBxeuJxgmFfMjntQUR19yy0zM57N0921AN4FoMDIaamr9/MIRki2XawiEZMzPOCBgaGAxB61TE9AKGpmF2pv3sBlZhZh/wbsfEBOujcZmL40Y9Kf445wuJV51krbGPUMgHn6/9fF2rVTBolKUdlqrq2LVjBus29HVk/VbQTik8osvYPCwuywySJNVN+FwLRTGrf7Qq/FrB75da7xfcPCbWAE6/3xljEEWnZCAgnIaLdWvrVA6ZEGbxdqcnat29a7Y1B/cuYBgcUQelpRE87uuzKjbe/IyZ5SWbFX4AoGsGXuxyRHkr7SScg6Z170XBaSy6Plj7cSseFn/uPWmdZn6+gEDA+UZgpw77AmYKDieweXMffA6pY+pU7NTFrW7b5xPx3LOTnW1MHSJRP9asiyOTUVteB/Ww9iJJnS6kR/QSzn/iE5bDOdq2qgUC0sIQUetvmn6fCF03Vhw+fuap8XKS2yrn7CVNr3QUX/SnLhV5r7lIuUB85XIl6xlb6nVe41AddvgQYrFBAKwpp/p2XkJqCQlJMuuscpDFxqk0c6/JsgBBYHj26QkLW7ScaEzBXIu+fmUcpP4c1JSuoes69u/fb3cz7KO65LR123ApnhR/3M4U/w6lXWuIokiYadP5eWo6jWJ+5eHn6SnnpFNZymGHDy2IVg5RtM+gTqO9zieVMi3tq50rWRYwP5fH/v2p7jSsAo3KtvUEw8PDdjeBcCieHPYlHIqLhUuxDYtnpyGXBmejqnpD54hzYGq6+y88g0NhFHtN/FlxSzi8v2KMIZvN2t0MwqF40vIH0AOS6Cyi5LD3KIc/mLyMrnMUClrdWtA+n4Bnn57ouiWXMUDVjB4M9HBMjY+uwQQBiqLY3QzbYALrQqoX9+oIT4o/ioRczmpDlZxzKIqIQMAHTdMXpi0ey06kzXGzIBfF1iouWIUgsMUglMrjupBkt9FDzbnpL8n5op8lY4DAGIwF94myK+SSdDe84r8l08tCdsnyUis5YJR8NFnFrxyLCW0Bsw2lxLaGsZgYt7SD5cd9dRMgigxCxfVenXy4+u92GBwKQS3qSCarfecCAQnBkK/cJE3TYRgcik9CoahDUUQ8/eR4+w1oAUFgHUvZxBzlWuOce7NbcMOgVC/EinhW/LlZaFiBKNY/HsGgjGxWRaFgXVJT7tIO2klpXkpIsoCB4YjdzegKfX0B5HKND7sbHDBWsWyVhKwglMpE1a6YUWs5gCEW92N+vghBYBgcDEHTDUiiAA6OfF5DOm2+LIkiw56dM2WxOTISwdSEfflH/X4ZnRJKjrqbHdWY7pDLOddHuit0IxWLi3WEJ8UfsRzGGPr6AuXvum4glSogFJIhCKw7Vi0XdtD+gIwjjx51lNUPAJibU883QTjsg2qRf1pJAC5WyWn8HJeuB8PgSNexinNuBkuVEjcfPDjfRovbJ54IYG6u0JF1ufex2BsEQxFP5/kj6uNJ8UfRvsuZna226MmygGhUgSwLmJoip+GV8MkiBIFRlK1NSJIAzgGnPOMGBoIAYw2lPPL7Jbz4XPdy962GILCmLKiuwoLu3ukjFQITvF3bV2Dmx+ptuBRPij9idVTVgKoWEI12z2FYkgQUHV5pZCkvPXKYhJ+NJJN5MAZEIv6F/Ir2dcaKIiLdRFJke0aMVr5YR0ajSM13xurnOCy5R5394CfXJqIe3hgbItqgi8rGhZ1VoYt1VomVSaXytldZKRR0hEPOrqrA6xiCNN3DVqKWcPZbH2MMuu6ul+lOYvrqWv9xK54Uf1Tb15m48ZQcPGCvjxYBDA+HccThgxgesj/ApalRtiairjtFLWuQLAtYsy6ObLb1Um61cPqwaLs4K5p5OYw5KwMB4Sxo2JdYBWd3cHazfkOf3U1YhhdSGcmygDVrYlB8IkRRAGOs7RKF3aZQ1KH4ZeRznRVdzdI/GG6/lFsNHHU2HNWY7mAGLPV+X7ASDNZH+zr9BaAeJP6IVehe5+G2bsrvF6H4JQe+XTutPZ0lGJQRDPkQCStVx94JAc56E6Y/xSfaLvwCQRmq6t2hwZ6GMU+LP6I+DuguCSfDuXvfbKzmVSdudKDwM+lVZ++BgSBCYR+KxeUiS9c41q+L2dAqk1BIRqGZgCUHnKJEIthcm5vAmXeGd2DwuPgrRfta/XEpnrX89erDsdN4uvOoQyIRWH0mW+mt81ay9pmib+V9k2URWw7tRzpTxIEu+WP6AxLCYQWGzpFtwpJnVX7CRunvD/ZudC8BJgjgXk71QtTFk+KPBE0z0LGqRb3EvXbTqfJkTiESUSBKYk1rXy0MgyMUlJeVm7MKxSeWK3Y0w2pVdazA4NxM38QYAkEfhGJj0eqCINTJZ1n7IMuyiEhkhVRRFaV2l/bH9c5ZKYgkn9OasrqbL/uduxg4567IoWdw7w7pdyMa1802JE+KP6Jxujns6yYLerwv4NghX7MsWW94dIiiAJ8iNW0l4xzYsmVgZSXBgExaxb79qbbbaNYJbq59sixgejLd9rabZWZ6MWF7PqeiWGxMHMT7Amj2cu909HAlwaDclODudDCQIDCkUs62mgqMQaf0PcQKeFL8UW1fp+KOcxIMytjykkG7m7EinBs9cX3Lsoi+RAD5fGvWC32V+r1+v4TNmxPYsWOmZQuh3y+1VBVDVQ1EYgHkso0LMDsRRAZDc87LTi9Ztq3CzZGonYAJDMxii4LV67cST4o/gmiHvkTA0eLKMAxHW/5KVhhFkSDLAvx+2bQqcQOzsznoOkckokCShZaFX6MwAFsO7cdzz0+3tHw+ryESVVry31N8oiuEHwCIAoPmIBcQct1pAIr2JergYfHn3Ie3k+AGR7SG3w4HMO9RZ/FI1G93ExrAmdd3OGLWi64sPJCviDaN9wUhCEA+r6N7xQlWP1aiyDA6EikPN87M5pDPawgGZWQzxbILAGNswdeIreoPVHTmKaqJ0152nKJphAXrkvk+UzpGlY1bPG6lQ8gW5i0NyTLBtNGZ66m+fgSBlXNYlq8pVsemV/FDKOyDqnbftcAxkNNfXTwp/uhtqHEMQ8eOF2aWTVcUEZHYoggSzF4JZsfHFnKuVXaGq98kTvWhW0og6OwSXobhzAo2iUQQmm7UFXUlC1o3xYbBOQ45JIEXX1x+nZdIJIJQFAm6zhEIyFgX8uH5F6YhSQLm5lor8RcOtdriDtHEIXaa+LMbBkCUxPJx4ct+XU75sVP6dyExJecLk3RAx9KZWqeQNwBGPn9EbTwr/qgzW5160ZKFgo7CRKaj2+tLBDu6PqsoFnSEQ+abujMFK4cgiHY3ooqh4TDyeQ0dtUh2aFV84Rxu2dKPdNpMEbNxYxw7dyYBAPG4H7GYvzwfYArsDRvimEvm4Gtx+FY3OCTJLMFlx3UkNNEHGvTCXIVphXP4M8ThzSPsxZPiD6A32dUQBGBqfB6qS3ySusnUZAaiKMAfkKAWdRSLOhL9QccMRRmGswI+BgdDC757HW5Th4+3oXMEAzJesqUfus5xyOYEsjkVkYhSM3hEEgUMDIQwMBACYwxPPT3R1PZyOQ2hiALGGHyygIlx5w7Rua10nuW44HAwsKYqzvQa3RDoTupnm8W5XuEWQsO+K6P4BPh9AmRRIOG3AtGYH9GYHz6fhEjUj9npLJKzObubVYZz7qiAD7dFxOn6Yv8QDMh1o4Y5Nz+GwREMNv8uXVrWTBfTXdzcDbr4mds1GAV8EHXwpOWPc+++DdVDEBiy6QKmJjs7nNtrJGdzGB6JADAf3Ju3DNjcomqclOqlry+AXE5zTHusZNPGBJ59bgraKilmaiFJAoaGwvD5JRi6gf372s8/2MuQpmkA5lS3lO7ABOvrfTuhnnireFL8EbWRJYYDNgo/N7ylHvuqdQiFfI7uVDkHmAN6pYGBEFTNOULUanSd47CXDGBiMoPBwRDm5wsQRQHTU1kUVR2FwsqBIaWEwfkFa/va9XHMTmeRsbCSjJtPi/33n/MPntfz/BH1sf8JYQNmNCTdGEuZOGCvtcHu7rwRXnhu0vEi1W7LXzAoY2g4DE03PGeh0XWO/kQQhs4RCvrgVySsWRPFunWxptaTShUsTynU1CXisPNo/z1o9/ZXx+vDviWfP6s/bsWzlj83n7ROIwiALAoL0Zg24oJ+ai6Zd3ynavr8dTfaVxAY4vEARFFAvqBZnpzZTQgCw56dc00vly9oGBqJYGoibZGla/U+UJIEhCMKdNstbdWEQj4EAguVfhdqWZt5wnnVvWnVbeoKqxpzgkgmnIonxZ95P7jg5u0SE/vnqpzcifo8/8wEDnFweTdV1SDL3clFGAhIiET8KKoGNJ1D0/XuvVi54BZmDJiYTNcd8l0Jw+Dw+URbhzgjUQW6AcdVIhEkAVznDV8ClYnEO4Ibrj0wGB6O9qUkz/Xx5LAvsYggMBJ+TeL0gu66rsHnW16VpZMoioTBoTAkWUK+oNsjUBx+2YoiQzarYmoq2/I6igUdimJfzkbRhijkhnD4uXcKNMJFrIRD72xrMe8H6j0AV7+42EYmU8Qjv9vp2I5V13UoSsDSbSiKiEKhi1Y+l8EY8Myzk9i1O9nWevIFDYPDkc40qgVK5cYAcwix9LEduuwawhHnyiZK0b5Wf9yKJ4d9CYfiog593bq4YztWXdchyz5rN0Kiry6cAwG/jHQHonWLNvriTkyYiacrq/2MjEaRzam2tQko+dw58/5zCm4PSCCsxZPiz6HPbFvgnMMfkJDP2RzsAVdpP+zYPgNBZBgday6K02oMw4Bh6JYP+y7kk7F2Gy6nqLbvZxaJKNi3J9l+Y2rRxOmr7DMZs78DpUuvMZz6gtoNqMJHfVxstGwX9560TmIYQDhssVBoELf1U2MOE34AoGmmiJckT77XOYpOBEkwK61bLa6acwf0nQ5oAkG4GXpCeBjOOQKKiAOTebubAsBdgzjhsA9MYOAOS4FRKJjnUpK6E+1L1EYQWNVQaavUKy1nH/Zf83ZbXFxs8PEOAjM/Vm/DpXjS8udlU3gJxgDoOnbtmHFMGgc33UaCKGAu6Zx6viVKpQutr/DhprPVXQSB4cXt020Lv1BIxny6iEhEQSzmRzRm/huL+xGLBxCPB8x/+wLoW/gkEgEk+oPoX/gMDIQwMBjCYOkzZH4GBkOIRBUMDJp/hyONW//tFl4AXX0N4YDzRCznoYcewgUXXICxsTEwxnDXXXdV/c45x6c//WmMjo4iEAjgjDPOwPPPP181z8zMDC699FJEo1HE43G8+93vRjqdbqodZPnrcfyKgGJBA8CgFjUEQwrAgFQyh+Ssc8SLKDLHJZKtR2ouj2JRhyA4q35mSfRZ/4LTeJWcRpJiL/253qqdID7qYRgcfX1BHDw439Z6MhkVwZCMbEZFNmttgEVfXwDpeWenMKrEsPkFXlHc8ej0sqHDqT5/mUwGRx11FN71rnfhjW9847Lfr7/+etx000343ve+h02bNuGaa67B2Wefjaeeegp+v1n159JLL8WBAwdw3333QVVVXH755bjiiitwxx13NNwOd1zBHccbN4QkMezbnawuNG9j7d56BII+5G2OIGyWF56bgq4bGBmNOkoAdgPGGHyyffnnnE5f3I/x8fm2rX/5vI5YzI+JfHNv9a1QEjSVgkEUBfj9EhhjMDgHNziYE4a6vHW7tQRjDLrujFEdYpGtW7di69atNX/jnOPGG2/E3//93+PCCy8EAHz/+9/H8PAw7rrrLlxyySV4+umnce+99+IPf/gDjjvuOADAzTffjHPPPRdf+cpXMDY21lA7PDnsCzjfetAJBKBa+BEdRVV1PPeM82v99iwOvoU5B444fAh9fdbW5+0Us7M5GAaHYSyUSlv4aJqBdLqI+fkCMukislkVouiAA++AJjgds8yjZx/xYFgs8mHZZ2FbqVSq6lMotGZF37FjBw4ePIgzzjijPC0Wi+GEE07Aww8/DAB4+OGHEY/Hy8IPAM444wwIgoBt27Y1vC3vXhkegESJ9Ww6JAFd59i/b84TLxRE4xgGx9hotO31zKeLGBwKd6BFvYPdXVuxoEGWGWSJQRRNv3+RAaKwEGew8K8oLPmIgCQCksggSeZHlhhkSVj4mN8liUESWXk5M3aBl2MYqv9G7elwSEJuD7Bu3TrEYrHy50tf+lJL6zl48CAAYHh4uGr68PBw+beDBw9iaGio6ndJkpBIJMrzNIInh329cEMoPhH7ds/Y3YyGceuw6e6dSaxb34d43NqKGo2yGPBhrRD1wj3UCXSdY2goXE6W3DKOeq9wVGNsIZdVseNFZ/evs7M5T1v+uhntu2fPHkSjiy96iuKM9Gn18Kz4k0UGednwBV/4ffkyppl3YX5WyjBvPRy84W2Z7V7YB8NwVc1eQ3fn8LRhGNi9axZr1sQ6ktqjE+0B4O1O32EkEoG2xR/JLaIV3Nqvuo1oNFol/lplZGQEADA+Po7R0dHy9PHxcRx99NHleSYmJqqW0zQNMzMz5eUbwaPiD0ilCphs923cwUSaSN1AtA7nwM7tM5iaSOOVx6+zuzkVFlSSC06hWGjX6Z67KhKXcAaMCbZHRRPNsWnTJoyMjODXv/51WeylUils27YN733vewEAJ554IpLJJB577DEce+yxAID7778fhmHghBNOaHhbHhV/vV+aiqK8uoffLyIa89tu9SOciaK0FxXt80mYc1BaJkFgCIfN2tGla77a6l39AlLqaqtLxFX+Xd0X1/uthD8gLW57yVaXpQ1a+K1yVapqQNP0hcAWDkM3qhNqV+5QxQY4NwNi3CDGucdDop2a6iWdTuOFF14of9+xYwf++Mc/IpFIYP369bjqqqvw+c9/Hlu2bCmnehkbG8NFF10EADjiiCNwzjnn4D3veQ9uvfVWqKqKK6+8EpdccknDkb6AR8WfYRgQelz89Q+G0dcfrnH789L/wQ2OmnYixiAIgKHz6t59BbhhQDc4eL0RhnqHmwOCyBxazWB11q6PmxU/mPW+dqshCAycA8GghL4+6/wQfT4RhjtPV9cRBIZAQEKuhfrZoaDsOBuurhnI5+19uRREoQOZDFj5nk1OZ7F712xH2uYkev0550YeffRRnHbaaeXvH/nIRwAA73jHO/Dd734XH//4x5HJZHDFFVcgmUzi5JNPxr333lvO8QcAt99+O6688kqcfvrpEAQBb3rTm3DTTTc11Q5Pir9Gks66HV3nyFicGBYAfD4BhZyGnMty9HWSp58cRyzmx9yc/WXyUqnZhWubQZKsy8NHwq9xdJ1jw/o+TE6mMT3TuAUvHPJhajLT832VE3BrwBmxMqV0LFZvo1lOPfXUuvc0YwzXXXcdrrvuuhXnSSQSTSV0roUnvcLtts50g1Qyb/mFL8sk/AAgGlUgOCH3WQUU8OE8RkYiq1aGiEYVBAIywmEZU5NpZwo/B1zqnRZrvTpE2pt7RXQCekL0KOl0AflMEX6/dcZdvyJ5XvgBQD6veuKFgmgPXec49JAEotHawViCwDA4GMLoaBipZMG5PqQOaFenRTHvQcsfAyunfvIktRMhdv7jUjw57OsV8nkNwYIGWRIgyUJLPkcrIUsCxtusXdorFIuGa/0V3Uynul2fIpoRuQ2ucDWdv/j74oyViwwNhdDfH0Qp7qz0b8lBnTGGTYcksG/PHOZdEFhgD6Uwjs7gWKHdNu4VJ4S1eFL8ecHnr8TMdBY+n4jEQKizK6Y+pYwsC1BVHT6fiGKRoqzdiNbVfGhs1RJpsixi/cY+7HhxGtku+O66DSfk1HQ6kiSj2Ln3fdfh1Ghfp+DJYV9T/HnHUlMs6pgcn0coIHdsneQgvYiqGggGfQgGO3d8CUIQGNatj6/qJ0h0gB7szjRNRaFgfxAa4Uw8Kf68GP6u6xwHD6QQ7JAA9IrltFGmpjJgjCESVSDJnrytCAvwKRIO2dJPLxZW04OPBMYEyLLP7mbYBhMAJjCLP3bvZet48pXSS8O+lRgGx3wqD1FuPwUIWf6WMzubw8BgCPMp8tMqkc8WF5KqL0xYSJJbDavhR2emqykRDPnAe/EJ3QCiKGBsbQwvPDdld1NMHHAaOv3+Hgr3ZkUkLz7niMbwpPhzQudlF6GQD/kO+KVRn1KbXLZodxMcheKX8MJzk22v5xVHr4EoVb9me+ka9PslJPqDmJnO2t2Unhwi7UWY4E0jRxkG65/1LtYSLjZatodX74mlD9BWYYxBcHGYu1Xk85qllTXcBhMYYvH2j0cgICEYkKs+nbI+u+EqZoxhbE0U69bH7G6KI3Czo323YGAwqMwnsQLetPx5lFjcj3Sm2LGOUxAYDf8uQdc5BIFhYCCEqalM17cfDIbAGMPcnFNKVTH0JQLIpM2hcF03Wnrx+vMf9+PY49d59qUNMAVPLB5AMKRgdqbaAlhZrtw8RuaweakWLTf/A8Mo1ac10xpzbqYqKy1Sml5p3WNsySC8zbqLsc67nYTCMg45tL+0BQSDMgQB1ePLCweBmbOgtrsCFl+KKw5aKTFNqc/MZIqYnsoszlB5gPli0umqhDZ86YTSn9UuEuYkDn9AQC7vYZ8/ivatiyfFn6pqECXv7XoorHS05BtZ/mozPZ3FwGCHU+s0iCT54PcHsX//blu2XwvZJ2PToYML3zhmpzOYmmxOGOdyKv78x/048qjGC5f3Iowx+Hwi/AEZk00ew5VYzTbUnwhVlS7MZu3NH8JY5186DQNARVWczYcmoOvWvWnMTGfx+KP7LFs/AMwlC8jnKdqXqI33FNACXpQtyZksZL+Eju29Fw9ig6hF3bZcZKFQDJOT493fcEMwxBMhxOIBvPh8cwEMqVSerM0LRKMKRJHh4MF0F7ZGx7vTdM0Xz8WWqXYpReRavQ234l2fP7sb0GWGRyOQlA4Kv46uqTexyzIajyUwOztty7YbgTEG1mLtYU0jHybAPIahkA9DQ2G7m9J1LNEzPdiZMcYgeXCEi2gMT4o/wWPp4eN9AeTymqv9E9yGJAu2ib/+/hGk0ylbtt0orV6KVO5sEcYYIhHfirWCe5VOdN2yLEDxieWPYeEQr7306n41QEW5RKs+braseva1IBCQEI2102lWeOeihVtsmdMuqnq1SgfsxZ/5Etfe5RG3hsHLyzAw+P0S4v1BaAu1Zys7zpU0cGn5TKZYMS9DJKKUBSRjgFbUoK3QaXLOy8NzlWneKh2gg0Hfwn4uOp8DC3nglhyLWrcYX/ojr/qnvI7Sd8bY0lkXt1Par8p2Lllfo9VEJUnAgQMp2/rdaLQPxWIBirI8n+NiYMDi3iw5BMtqzta6Rkq5Mivnq1xXaX1Lv5vzcKSSrfkizSVz6OsLtrRsL8IYw+BgCLIsYtoJaWC6QClgpUQrL7XZTBH5vJ2+i90SDe4VJ4S1eFP8MQ5BEiH5ejtrfiIRQCTit7sZnsLQdYyPpx3xwj056UwxwDmHT2rtoTQwGILc4QoqoujuARDGzJc8L6Eu5CrlnCMW90PTOESRQdPMaHKn+4V2y2DkpTKmRHN4q8eowAtDoF7YR6eg6wYYA/btnauKjCSWYw6XCFi3IQFD17Fv71zDy+7fl7LA8udsodAI1oo/Z/UjgsBQKCxa7SYnMst+70sEYI59VFBh9rc7GTt1zV2AkjzXxbPijyA6hWEYePaZcTOfmgMsDmyh4KRhGBBaDKywGnXBDcHXpBUvn+tcqqIyPfIkjkQUi3wi7b+mm8EwOKannGn1LtGtF3Pm5uKzhKV48sowfZR6o8Mn7Cc5k4Whc0cIPwAQRXHB59L5Qz7N3odzc3n81wMvlIf9CBPGGIaGQpA6VMHHyVDX3RimT653D5bVwR7dSCJtJb3fU9TA0/UOiY6i6zpSKWdFoOq67po0D63ci7rOIfuWB7N4HVMAWpH6xb0POMfSpUPqYm1CWIzznw4W4Ga1TjiL6ckM0mmHiT9D7+lrfNPmRGdX2EMvg4GABJ9PRLFFy+iyaPga3+zH/de2+/fA+XQjE4ubu1my/BFEkxgGx+TEPDRNR6Fob6mrmrhguLeEqnGs35jA4ODqFitBYDj+hPVYszbWhZa5l1ajlxmA+bkcXFy0gCCIBiHLXw+jqrrn/T46Decc+/cmkUzmMH5w3u7muB7OgULRgCBLWLs+AbWornhcQxEFkYgFCY0Zc3RwTDOU8v7t3p1selnFJ2Aip0LXDQwMR6CqTn2JcP/Le7f6ZC9nemHoguXP2tVbivt7uxYwLX9uPm2NkUoVXG2Wdhqcc2TSBSSTObubUhdhIeDDbaiaAVGWMDoWrZouSQJG10QRiShIdiiNTum+YAzI5VQ89oc9mJ3JYvsLU9i1Y9qVx6+ELAuIx/2IRHwNL+P3ieWUO8WiXrb+uTwFoqdhTIBhUGAUURtPWv5c3K83DeeMBGCHSM8XsGvnjN3NWBVRlMA5h6Zprgj6qETXOQABA4MhTE2a+dsEgSGTNYfXX3hhGkNDIaxfF295G88+PY49exZzC0qSAE0z8MxT4+VpfYkgorFAy9uwE8YYBgZC4JxDUfKYqpH2RBAAnywil9cQ8EvYs2u26ve9u5OIRM2KPnGqqOJKGGPQXeQC0mm6EY3r5lE1T77XmSXRvKEAGfPGfnaDTleWsAo3d0glFGVRtIbCSpUlbn6+9QS9qVS+SvgBKJc+rOSpv4xj354k5mazrkiZUwvGGGIxf1UCaM45fLKA5EwWe3bNwq9IUFfwW51PFZDPqdBUB/q1EqtiWv7cee0S1uMus0CHYAw9eVMoiohgsHqohyx/zWEYBjRVB5j58BRFAbMzWfh8Eubn3VG5gzXg0hDwS+Z1sVLR5Irp1fWOq1+ceEWNYE01UOyAn5jPJ0LTVIytjUHTDOTyWpWgLRRUCAKztIQX5xy7F6xhY2tiWL+xD5xz1/kFMsYwNBjEgf3zECUBxYKGfXuS5d+nJubr1rgtFnW8+PwU1m1IQNXMmrqiwMAEs18RyueFgxuAwQ0YupljUtc5BIHBH5Chqtwjr9sN0oU+mS34snoVivatjyfFnyC40ydqNVTVQCSi9ITlxy52bp9GNrtYRWLtuhgO7E/Z2KLW0TV9UQhWaDbGgGSy2HGH/kBAhuwT2wo2FkUBgsCRySwKkqXXs6LIXb1/9++bw9RkGsGgD8MjESQGQl3bdieQJBEDgyE88af9y1xe6gm/EpwDe3fPQpKEllPISJKAgaEwFEVGUdXhBZ/renSjj/a6+CPq40nx16sdj2FQZG87lKwVlexdMkToJnI5FZLUPZGUy6mIRBRkcyVBwREMyNB0DlFkAOfQNAOCKKBQqC0i/H4RU1OZmr9VbkfTjJZTmrRCsaijWMxBNwzXiT9BFBAKKxhbE2uqjnIlhsFbFn6AObR+cOElSlEk9A+GIMkSisXmc1L2Qh/XlT3ogePUDuTzVx9Pij9zyIjeiIhFOOd47pmJmv5fROOk0wWEQgo4N5DNqpiYSC+bJxiUEQr5oOlmOqISsiw0PJQ7P19AIhFseuhXaDOJneKXEIsqiw9WDsyl3OEOUHms7aRQ0LB/QYQGgzISAyEwQYCmNXYu3fzALdGOkG4UBtaTI1xEZ/Ck+FMUBZpmQYH4LiMIDAMDQTDGFmq50o3eCqqqIZctkvDrANmsWjVsXm8eUWToHwghuxDJq6o6Ug0KqRdenAFenMHxx61pKnq/3XtEEoUF67C5nm5aH9vBMPiq58UOslkV2d1JbD50AGNjYRgGx8xMrm5bRdF68We1bWD/vi6MKDBvFzQgn7/6eFL8aZoGUXR/bVBRFBAINJ7Li6iNoRvYvSsJUWTLhn0J69B1jtRcHtGYH4YBpNPNW9BS8wVEwo0nfm5X/C0PpnHH9ZKayyM976wyhCVecfQYJFkq+6DGYn4MDoagqjomJzO2JJtmzP0pwQSK9iXq4Enxl8/nIcskmggTnyLjJYcNYcf2KRJ/XSaf1xAI6Ei1IEz64gHEov6mBJ3R5vll7jD0LUPTnDHkW4miiDjqlWtrDveWhkUHBkLw+UTk8xomJzMwDO56UdYtGBOg6847792CfP7q40nxl05n4Pe7M4FrNdQLdgLGGAoF1cHlrHobUWpNUfkUsWlLXrt+b0tHDAyDmz6AtXLjVDatalqtHxb+5ByPPboX4EApOQrn5vAdN1B27+AwRRA3eHmVfCHdClhpyMtMx8LAEA4772X3qGNqC7+lFIs6BIFhdDQCSRKQy6lIp51pxWyYbpV3I6VMrIAnxZ+JexV7CfMtmCJ820XX9JZqoRLtIQgM8b4AiiskGbaCdsXf0jR/nKPKB7B5li83M728Ikc7cM4RCModXWe7DI9EoDVphS1FHMuy9S47lmumLogyryd5Jp+/+nhU/PWGYKIhys5wYH8KnIJluoYsCwiFfchmVcx1qFZvo7Qr/tzYbwwMhjAxvjzq2k42bOp3eICVxf0B5fkjbMalHiztQVGxRAnD4MjlnRcF2cvIsohUqmDLy8vIaLS9FdAwWtsc+pJBhws/6+nWO4QbX1aI7uBJ8QfQTUGYSZ3nUzkUGqhyQHSObFZF0KZhyECgve1uOWyoQy3pJrX7unBEweBQuKstEUWGvkSwrXX0hB9bF3ahlALMq7Au/c+teG7Yt3QzMLeG7S2BNGxrzM5kkM0WMTuTs7spXcHnE+H3t3G7L9T75bz2Ncf5YgU5MziBQ9XMOskG5+WHHTc4BofDGFsTXd5xskWZYnC+JG5i+UYVX/fvYTemAMlmqoMj1m/oAxMYiqoBxhg2bOrH+IE5FIu65aMiLztytG2LL+fA+vXxZdNqsVr/WGkEqBRKpfKCfFmAzuJylffCvt0zmJ7OoqqOYkW7SnWhK3KDY/2G6n1gVfvBK6dWradeuyvZuy9IRg5iRTwr/nw+AYFA67svigLmktnyPSowBia5P3dgr8M5R7GgYfzgvKeGnjRNx9NPTtvdDGzc2IdNmxJtV9oAzHtQ171zDluBMdPS6lNEjI7FADComgFUlIJUNQP9QxEAwNxMBul00ZK2+HwiZF9n6jI3uorV5lupLau1sfR7aTajgcCf1q7V1toHwPP+fhTwUR/PiT9d18ENA9OTWex8sXMPQ8aAodFYx9ZHWAPnHM8/N2l3M7pKNKrg6SfH7W4GBIHhyKNGOyL8WqXdztplRj8IAoMoCRgZjULVVhYnnAOyxJC30AVC8UueHobsNpxzCG5WJ4SleE78LXY+nb0pqE9zPpxz5BxY4qrTsAVxZRga/H4/XnzeGWKXMUBqMaefU6ge1HM+osgwMFwSfvUxuHl+rLKIH3LooCXrJWrDumH6cjBk+auP58Sf24jH/StYSsxpsiw2ZUmpV1C8WQErSUKTFz+r8uta3O6CQ9nKLSs7L7fjw3Jg/xwO7E+1vLxbKKetYQKymSKKRWcM/4TDCvkgdRFRZFizPtFwTV9d5xgaiWD3ztmOtkMJSDjq6LWecrNwApQDlqiH58Tf4s3Q+ff3klFjhfz9YKLQdBUJURJWcJA2p011OCFsryIweEL4AYCmm0N3ib4Qnn3aGVY/ANh8SH+H19h9G5xbrH6CwLBhcz8ymeYs3VYEwnlC+JHGchxU3q0+nhV/VgzT7ts7V/f39ZsSdX8Ph33VljQOSj7cIXTNcN+YXYvohg6BCXjhefsDPCqRbYjO9SKMAZsOGUA603zghtGhjtHnExEKKVi7Lt77wg9wbMoP8rEkVsJz4s/Om0FgDOHQYp4xg1eL0H17ZpHPVTtcH/ayYdBrZesIzIx6E0SGcMhnWSSjk9DUIsCYKXgdBO94czyi5ptk86GtCT/AvF86weEvHYYke+7xQjgI8vmrD92dXWTn9uYtMQyMHm8tIjBgaiKNTIsPQrei6ZojhyNkmSx/VnPIlgGkmxzqrcTgQCzux1yyvbJ7il/2VvlJ591uAMjyR6yMZ8WfA5+NNVk1FoJYEfNBFoCq6SgW2qvp6iYMXXdUEvNoVMEhWwa6Xk3Ca2xuU/gBZtBHrC/YlvgbGg4vvHx4R3g4sYv2eoUPMv3Vx3PiT5IkgDGoau+n/CAAURahNRlk43Z0XYPgEPEnCAyvPmkDwmGl4+vOZovYvWsWnJu+atwwI1zLLC8gAknuzUTsmw8daDq4YyU0jbds/Tvs8CGEIn5P+PlV4kSJRdG+RD08J/66EQHUUVzUVKehqxrmknnLS1Y5DYMbjnkj7R8IWiL8AMDQOQ4eTDe1jOKXMDoWXTbdPFwla9XKx+7xR/diYCiMbFZdlmKJMQZZFiAIZukvznn532XbQ23B0EoC7E2HDiDTwfyVjHNkV3CV8PlEHPqSQTDGMDubxcBACD5FgiAIMAzuuXuthENutyq8bvkjw199PCf+ALeFZ9O4b6sIkgi5Ry099eCGYXunFA77MDwSwabN9SPc26KFfSzkNRTarGKR6Ocr5svMtVkqulnxt3Fzf8N5/BplejpdMyXVUcesgeKXy1a9kYWKRobh7VJigsAwOd7cS0i34B4+L0R9PCn+iF7ELGWkV9QsFQUgmWzzaexCVk+abS0nnrShpnWNWB3D4NiwKbFw+upZIjkUn4S5VKHjbahVEuyY49aBMea54dxGYMyZFZ4459AN7/g6L4Xy/NWHxB/RIzCk5wtgAEJRBYbOsXdP0u5G2YZdXRJjQKI/2J2N2fTAtXqzjQ7hCoJgiV8Xq7A+JhJBHHrYEIk+l6IofrubQDgUD4s/B76q1YLXqIdG1CQYVjAzmcbUVMbuptgKt/HaTvSHoChd6lZsui+ccjvOzxcQDvuQy7U3jL0UUWDw+URs3jKAcNh7wRu9BPn8Wb8Nt+JJ8Wf3sFgzMHBwl7TVThgD5maynsvp5zQ2buzr3sa8+1wrI8tix8XflsOHy8OYXg3gaAYnD/05uW2EvTgjH0SXcVMOKk73bkNwDrJQLGBXYvBYzI/1G+I2bLm7OKXnYAwrBp60t17qdAii1/Gk5Y/oQQyDrH4L2PFyIwgMx7xyjSeEg1P20OeTkG8zcpnoXTyf568bad1cfHw9afkjegvOOQoFegiWYIx1Vfv5AxLOPuew7gV6lLCp352dySISsSZ3YTOY+QSdYocknIanhR+xKmT5I3qClZLSehHd0Lva8cuyiEBQ7tr27GZ+voD5+QLifQEEgj7kcvZUC8rlVPh8Ysdr6JJmaA46Xs6EAj7q41nLn1vemF18bXUFBg5D05FOk/grwbp81XgxkTYAJGdzkER771C/n97fbccdjxKCqMKT4s/0hfDkrvcUpeSq+/el7G6Ko2CMdTXdSyZddM3LVKfRdXuDjCga136cfAa8el8CpuGkG59m0HUd11xzDTZt2oRAIIBDDjkEn/vc56rOE+ccn/70pzE6OopAIIAzzjgDzz//fEvHoB6kgAiXYjoz79k1a3dDHAcThK5WHHjpy4Y961+UTOZaqsfbCaJRpeNpXojmcfKV72Xx50S+/OUv45ZbbsE3vvENPP300/jyl7+M66+/HjfffHN5nuuvvx433XQTbr31Vmzbtg2hUAhnn3028vl8R9viuTEDwzDAuQFR9OZQlRsRSqWuGADOoRY1GAbHwQPzNrfMmXQ72revP9C1bTmNbEZFIhFC2gafU3quE6vh1ZcywJnl3X73u9/hwgsvxHnnnQcA2LhxI374wx/i97//PQBTrN944434+7//e1x44YUAgO9///sYHh7GXXfdhUsuuaRjbfec5c88WQzz80m7m9IQXu3fOedIp3LIzOcxNZHGrh3T2LV9Grt3zmD/vhQJP4fQ1xdALOrtElL79iYRtCHgRbTZ35BwPl4Wf07kpJNOwq9//Ws899xzAIA//elP+M1vfoOtW7cCAHbs2IGDBw/ijDPOKC8Ti8Vwwgkn4OGHH+5oWzxn+WOMQRAYRNEdu+6edNRtwjkEUYBhcAgM0A2O2ZlcrdkIB7F2Xcy+B4xDnmucA5l0AYLYveF2xkA5/giiDgxdiPZd+DeVqvY7VxQFirI8HdQnP/lJpFIpHH744RBFEbqu4wtf+AIuvfRSAMDBgwcBAMPDw1XLDQ8Pl3/rFJ6z/AFAIBB0TYi2l8ROJpU3kzWnC9i7O2l3c1yO9Rd4JKJg/YYulnNzMHPJPMLh7uX+EwRmSXUPonmc3EWTz193WLduHWKxWPnzpS99qeZ8//qv/4rbb78dd9xxBx5//HF873vfw1e+8hV873vf63KLPWj5AwBD1zE1NY7x8T0NzS8I1Rq53UhhzmtHCBrG8umyfw7CEv/EWvNxboAxAZybPo2lKMCqaEBuQNVUyLICwzAfHAJjABOAWm2qtZ815jMWOhhe0S5jyXzLoxINZLMZhMNRABwCY5idKUAQGcIhP2ZnsuU5Na0IVVWhasWK9ZXaX91GgxswDB3cMOcxj4UB3dBhGDqKxTz8/lDVMps3HY41azYv39cmKJ2T0r+CIMAwDAiCUL5+St+XLmcYBjRNhWHoMAwN1e9kpfU21okLAoOqFqHrGvL57OoLLMAXtsMNXn5gVF6n5fNZ8TA58hUbMTMz3vA2yuuqcxwqL+3SLKVjuTiv+W8uX8DB8eVvw2zh+FUGYjQbFdvfPwhJ8jW1zL49SQyNRLpikdN1jkQigLm5PBxjAnUBmqZVXGsGSveXOX3xui9db5XiqeQvbhi8anlBEDA+vr88XyJhBkBxXprP7Ks4OARBhCTKEEWRhmQtpps+f3v27EE0Gi1Pr2X1A4CPfexj+OQnP1n23TvyyCOxa9cufOlLX8I73vEOjIyMAADGx8cxOjpaXm58fBxHH310R9vuSfG3fceL+NOf/4if3/tdu5uyKq1evG7oV7rxUtrom69QFSFbegiUJrCq6U5H01Touo6/v/ZCy7ZhdqyWrb5hSqeo0xYOWfYhHh9csi0OcMO8CnhFMh3Oy6l1zOvIqF4GvOpa55yXP+Y1xWvsB192PS5sqmpaKd3RIpXnhZXnqfy9epo5fzo9D0mSIcs+CAIrPzhlWYYkyeUhqnosPQeMsSrxs9iXsYXqJKiabh4TA5xz6LpRPo6Vx6vyuJl/o+JvjqUpM6rnr9v8tqjcbl+8H7FYX2lXa8wMCKKEgD8EWTZFQnWQ1uJCJR/1yu+laaXDKTABYMLCd1Y2Tuze/RzifdUvuoQ1RKPRKvG3EtlsdtmLryiK5ZeNTZs2YWRkBL/+9a/LYi+VSmHbtm1473vf29E2e1L8jY2tgaLE8cpXvqY8LZNJIRSqd/Lq9xy1rHGVLD3htanuKQSBIZOZRzS6OLRWejtdKb0EYwwDA2EEAhIYE6osY6a/owBd18t/17Yi8qoOuXL5pfNU7lfp91ptWypiaz2sVVWrOV2SJCh+BbIklzs2QWBmSpMl7WeCAGGhXaoKTE1nIQgSRFGEqhbKnW0JXdfxxz8+gnR60WeDMfN8pVLJqmNf602ytP+cc8zOZMsJlpfl2eN8QZRpUJTq6FjGTOugKIhgwspR6I28CHDO8dvf/Sfm0zO44ooPrDr/8naUxMHiQwRYek4r5+uc50jJH7fWtbd0vsptGwbH7Oyif+hq92ItKq/j2dkpPPnkY9C05ZU7BEGs2D5gPmwrr4vF79XTll4/rLyu8kN84dwzxhYCSFa+3pZur0RJPC09DovW3KUvNiZqUcXu3XvR1zdUZbVS1SI0rQjD0CFLQs0+oERpuaXnTxDEqr7GMPTyvpaEW+XxLc3PYJZoEAUBYAwCE8CYACaYQkdRfJB9EgRh8ViavtyL17AoigtWNqHcX5Xut8rzUbrezfNUfYyX3wuL61raZ//sZ3fgrLNOwxvf+EbznhbFqm1pmoZisYhsNotkMolCobDsXJQEa+l4Vp6z0nmpXEbTtKrfSude14/Eli1b4FWcWOHjggsuwBe+8AWsX78eL3vZy/A///M/+OpXv4p3vetdC+tjuOqqq/D5z38eW7ZswaZNm3DNNddgbGwMF110UUfb7knxF4tFcdxxZ+HMM99od1MsIR73Y/26uN3NsJ10uog9e+dWne/II49re1ucc2x/brLt9XSCAwd34IUXH8cHPvBxu5tiOZxz7N2bgqr2lv/b0FC4q5VTctki/vT43q5trxPE4n6EY12uJ70KzzzzP3jpS19aTuVBEJXcfPPNuOaaa/C+970PExMTGBsbw9/8zd/g05/+dHmej3/848hkMrjiiiuQTCZx8skn495774Xf39msCp4Uf5z3dgj80GDY7iYQRNfoNeEHmPWDE4nuCRvFLyMW92Mu2dlEsgRhF07M8xeJRHDjjTfixhtvrLvO6667Dtddd12brauPJ6N9lw5X9BKCwCDLnjythEfpxVs5n1fRTR9TQWBYvzHRte31KqYPpjt8gwlv41nLX69GyG3c2AdRJPFH9D6GwZFK5XsyHRLnpRGK7m0zn1vu40gQbsWJPn9OwpPiz3RW78EnBgC/35OnlKikF9XQEubnC0gm8z055LsIR7deUjnn2Lcn2ZVt9TKlIA2CcDqkFHqIgYEgJLL6EW5+HV0FXTeQyRQxNdV4DkP30r3zqGsGsll3Wf5Yj47eEJ2BLH/18az468W3s754YPWZiN6nB69tACgUNBw8OA9d7839W4ogdO9UCi58aXTqVdCr/uREb+G+O74D9KJTrigK8Pm6lxqCILoJ5xy5nOYZ4QcALaQrbBnNhcPnTpRYvfZcIXoXT1r+zDJovXWT9vcHKNCD6Fk4B2ZmvDDUu0g3DUi65j7x11s9ONFpnJjqxUl4Ui3Uqi3qdlaq+EF4EBd3SCvjxUd9986j4pe7tq1exs1igPAWHrX89Z55vsd2h2iHHrwYenCXGqB70b7ufGFw5kXRa88Wt0IBH/XxqPjrvWHfUMhndxMIwjLc3Mm2ipk2xLr1F/Iq9u1Noq8vgPR8wboNWYVDu/Bee7YQvYknxZ8oij13g/oVCvYgepceu11thXMDs9NZTE7MY3Ymh4mD83Y3qSWc6upCQ7/OgHz+6uNJ8SdJEnRds7sZHcPnEyFJJP4Ik17USb32stYImmZYEsSVz6l47pmJjq+32zAHij/D4D3nT070Jh4Wf+6LbluJYlGHrlvzoCDciZvfSGvRzbQnTsGq+1nxywt+z5as3vP02r3nWhisd5l18an2pFroNfEHmFYCgiB6B1235p7mnCMcVixZd1dxqHj1opWacB+etfwZRu8M+wKm9U9RPHk6CaInKRQ0BIOdD+RKpwqYd2OAxxKcKrFI/DkDM9rXap8/S1dvKZ60/Mly71n+qLoH0csYhvceqPm8NbV2o7EAfBQgZgluFgOEt/CkqajXhn0HB0Mk/ogex3viL5fTYEmuPwbE4wFMjKc7u95u40ALmwOb5Fko2rc+Hrb89c6w70B/0NUXIUEQtbHits5li5ie8lapvG5CfTHhBjwp/gRBhNFL4YPU2RAVkM9R78B55+/tYEjBIVsGOr7ebuO0qzyZnEYqNUP3n0MoVfiw+uNWPCn+ZFnuKcvf7GzO7iYQhKV49XlqVcRvvC+IaNRvybq9yM6dz+G66/43VDUHn4+qLRHOx5M+f4GAHxMTSbub0TGmpjKIxxT4fJ48nQTRs1iV6JlzjmKxd16A7SaXy0CWRXzpS5/HaaedZndzCJDP32p40vLn9/uhaUW7m9ExwmEfVfggqnBxn0RUYNV5nDg4j3yexF+nOe644xAMBu1uBkGsiifFn5vVei1EUaCHPUH0IFbl7uwfDFuy3q7iIFeA0jOF/P2cA/n81ceT4q/XbtDp6SxUtYcCWAhiCb32wtYoVvVVgsggyZ7s/gmCgKfFX+88TIJBGZLcO/tDEEvxqPaDVf2UJIkU8EEQHsaTEQKqqkIQesdHbnQ0AoF5UscTRE/DGLck3YthGJhP5Tu+Xu9Cw76OowsBH25+K/Wk+CsUCpBld4fjh0I+jI6GkUzmEfDLdjeHcBI9+ADy2kOVMYbBwZAlwg8ABEGAKArudhdx73OXIGzHk+LP7f5D0agCv19GMOBDMOBuEUsQxCKCwDA8HIYgWGvJ55xD01ws/ODMftxrLylOhlK91MeT4k/Xdcs7V6vo6wtgdCRMqV0Ij+HeTrYZhoasF34AwA33iz8n4WYRQHgTT4q/YlGFJCl2N6NhBgaCkEQBwZCMgF+2JOkrQTgZrzxbJyfTSCSCUBTRsiFfAGACgz8gI59TLduG1TjtkiCrn7PoRioWN/dLnhR/Pp+M+Xnnd3qRiIJw2IfBgZDdTSEIogvoOsfkZAaA6d4RiSjgvHOWpZJAUVUNY2vjYKzkIspL/68JK/+nmoP7U8hmeidhfqtQnj/CbXhS/CmKAlVN2t2MZQSDMvyKhKKqo68vgFjUD0Fw8asFYQscvZXKyKukUgWkUgXIsohEIgBJEtDuedU0HXv2zHWmgTADz0j8kehzIgxd8PlzcT/rSfHnRKJRBevXxUnsEUQNRJEh4JcWhnIYwKplkCl3Wcc0bzrtHEGjqjrGx9MQRYbR0Whbwdyd9ieMJYKIxJbmCzRPAmNmQzlnNYfHOAf6+wNQKmqSc85XLtzBq//knGPP3lTLbe8k5PNHuA3Pib/du3fjoYf+G5s3H2N3UwAAPp+INWNRhMM+6kAIog7bX5jqynYGBsOQLSqr1g66zjE7m0Ms5m+5r+i0hSqVKrS1/KbNCfjk1oLXBIE5RvyVIAugc2ACA7PYmGL1+q3EeT3cCmQyGaRSKfT19UFRlJY7v6997UYEAn04//z/1eEWNkdfXwCGwbFmTRQSBXAQHYRzTi8SPUomU0QgILdU85dzjoMH5y1oVevMJXMYbKPO8GEvGUDJZXEpubza0SFuguglHC3+nn/+efz4xz/GzMwMfvWrB6DrOhhjeNWrjsUxxxyD/v5+3Hbb7RgZGcbrX/96XHDBBXXXt2vXLjz44H9h69bLMDy8pkt7sZxNG/vI0kcQzdBFg4rTi/9MTWUwNhZtuv9gDCgWdYta1Rr79s+jry/QUuoqw+B1RXAgIJH48zAU7Vsfx4k/wzCwd+9ePPDAA/jmN29BOp2Dz+fHaae9EX19g7jttq9j27ZH8ZvfbIMsixgdPQR/+csO/PGPn8fAwABOPPHEmutNJpP47Gc/C0kK4IQTTuvyXi0iioyEH0E0STcH09zgxH3w4DxGR6NNLWMYzhuSDAQky1JXOW9vCcI5OEr8PfLII/jEJz6J2dk56LqBTZteive85x0IhSLo6xsAAIyOrsO+fTswNLQGExP7cPzxp0LTVHz721/G+9//AfzzP38Lxx577LJ133HHHXjkkcdw7rmXwuezL8dfX1/Atm0T3qAX/Y66uU91Qg4cg2FwpFI5RCKN+f9xzjExke5Cy5ojnS4im1MRClKlIqKzUIWP+jhK/H3lKzegUBDwtrf9LaLRONavP3TZwV27dhPWrt0EANi06TAAgM+n4PLLP4pvfvOzuPrqv8PPf/4ziGL1MEI6nYYoSjj++FO6szMLrFkTRTzmh6oZ0DQDfr/k6guGIOyAd9Fq5RbtPD9fhKZxJBKBVXMBFgoaslln5jadnc1ZIv4ExrB5U1/VtHKk+Arhx5Wnfm4uj6mpbMfbRRBOwFGRBiee+Gqk07PYsOFQbNiwpSmR5PcHsWbNJoyPT+A//uM/YBiLpYs0TcNPf/pzHHvs6xCN9tVZS2cRRYZIRIEoCvArEsIhHwV3EITTcYn4A4BcTsW+fSmkUnkAtS2kTgz0qGR8PI18Qev4eg2DIxxWqj6hkA+hoA/BgLz8EzR/K31aSa5PL/bOoeTzZ/XHrThKiaxduxacG3jyycdbWv64416LRGINPvOZz+Gee+4BAOzfvx//+I//iGRyDocfflQnm7sqY6PRltMYEASxiIv0mC2k00Xs2zeHdLo69QrnHNls0ZH+fpXkHGqVJIhexVHib926dZBlEbt3v9DS8oce+jJ89KP/gMHB9fj0pz+DM888G+eeez6+9a1vIxCI4bDDuiv+dJ0KpxNER3C2dnEMqVQB+/bNIZstAuDlBNFOZzaZs7sJHaEX/W3dSsnnz+qPW3GUz9/OnTtRLGq44IJLW14HYwxXXvlZ/PrXdyGdTuHEEw/FEUccDZ9Pgd/f3WCLmdkcBqguL9FlGGPgnGNmOrPgC4byv61Q+Txbug5W+QcvVV6o1aaK+SsWql4fW6gKwZYsx6CqGtaujy80qPyf8oYrt8k5x9RkpuW0Jvm8ipFEcPkP5e1W1xYpTalsVsl7rBQ5XPldNzjy+drDnPmsWj4mqwoJDkiyCMm3fHRhdjYHw3BmkEctkskc5lJ5xKJLq4XYx0rniCB6AUeJPzNIg6FYLCAYbD3xp98fwHnnvbVzDWuRkpN1MCjb3RTCYxgGx57dSbubYRvBkNyy+JtPFTCfmuhwi4BAQAbnHOs2JGr+zjmHpurYsX2m4XUmEkGs29S3kPNOhN8vQ9cNiKKAyUl3CD/AfGEwaxc7h+mZxoM9ShYgsvwRbsFRd9vWrVuhKCLuuOObdjelI3AOZLLOqRFKEET3CId9iPcFEI35EYsHUChoSCbzKwoExljTtb0FgSGfVyHLYtnSNz2dxcRE2jVRyyVmZrLOEk8tNMVR7fc4NOxbH0dZ/qLRKM488wz89Kf3YmZmAonEkN1NaptWyjARRDu4uUPqJSRZxN4aFSaKRR2sprJgTUe9MsF8yVwa6OFGEn1BZ127LTTFUe0niDo4Tpm89a1vxb333oc77/y/+Ju/udru5rSNr4Y/DkEQ3mX8QAr79qY6si5BcNTgTVuIDhv2bUbHkcXPeVB5t/o4624DcPTRR8PnE/Hss/+DBx/8qd3NaZu9e+ccn2aBIIju0Umd0OwwsVPp6wvAJzvscUTdNtHDOM7yxxjD1Vdfjc9//gv4yU++i1NPPd/uJrVFLqe6+u2AcB+cc3pwObg+r6Z1LgWUJAnYuHExcX2jFihd55ieziKXc0Z+vbHRaE9YMXthH3oGMv3VxXHiL5VK4brrPg/OZXziE1+yuzltMzAQIj8QoqvwdvK6EJYSj/s7avmTJKHleuEDA8FyEMrkZKajorQZRFGgYVOC6DKOE3/BYBCCwHDEEcdjbGyD3c1pm1hMsbsJhMcwDJ20n81wzmuKqWQyD79fwvoNcQDA7l3JtrYjiK2faMYY/H4ZIyMyhofDmJ8vIJ/XMNlGjsRW0HUDhhPFH/n8uZpuROO62bDjOPH35z//GaqqY926Q+xuSkcQqZYv0W34YnJhwh5KaVvG1kTBDQ5JFjE9lUE2qyKf15DPpzE01Hou0xK8Q/7EjDFEo35Eo0AiEYCqGpidzXWtOsj8fAGhoK/p5QSBOcan2u2pPwhv4Tjxd/TRR6OvL45UatbupnSEXnHIJgiiOVJz+arvggCsWRPFvn0pRKIKDuyfb3sbVsgeSRIhSSICARmhkA/79qVQWEhBw1jpdwGyLEAUzY8kCRBFtuxld6kWKhR0GAaHYXBwzssWM59PhFzOjLC0iko15WoqMBPp+xXJEkslGfPcDbn81cdx4k8QBPh8Mubnl+fHIghidQRBcOYwWldx4v4zpDMFDI+EMX4gDVXt3tBqq8RifkQiPmQyKsJhGWYJPmueeIUmcxyWKBb1akXYKZx4CRFEh3Cc+AOAsbExFIu9URnDxS8GBEF0GF3jmE8VO1c3tgsCRRAERCLO9V02OIff13nrn08RERMU1O/FzRNgCmPCSTCBgVk88mb1+q3EceKvUCjgz39+Aq95zQV2N4Ug3ImbxyKIptB1Mk8BQKGoQWCso0O1yWS+4VQ4s7Mrl+0jCCfiuGgEn8+HdevW4oEH7sb8fNLu5nQAehATRPdx8H3XQZHghqHjbsC5WU7PbijgwzmUfP6s/rgVx4k/xhje/va3gTEDhUJ+9QUIgqgBWSG8AIm/RQoFzcYAO/N+I/FHuAXHDfsCQDabBcCg6x3yiyGILnDoYYPLpnEA+WwR+/Z0O4CJHkJOpaNVIGiosQpREmB0wPfPzNPY+HpKQ74k/pwD5fmrj+MsfwDwhje8AZs2rcMdd/wjDMOerPOdgzpnL8AYA8fyD8AgdLuDIEHgaNpJzLwUUbJ/qNNJFAoaxA4cX84BVXX7s4cgVsaR4i8Wi+G97/3f2L//RezZ86LdzWkLeg4TXTfCufhtlCDaxc0RmETnKFn+rP64FUeKPwD40Y/+BbpuIJFYPpTmJlx8bRBuhd44PDPoTRGmyykWdUhSdx9tNOxLNMq+ffvwtre9Df39/QgEAjjyyCPx6KOPln/nnOPTn/40RkdHEQgEcMYZZ+D555/veDscK/4GBvqhKEFEInG7m0IQroKTqwFZfzwO3QGEE6N9Z2dn8ZrXvAayLOOee+7BU089hRtuuAF9fX3lea6//nrcdNNNuPXWW7Ft2zaEQiGcffbZyOc7GwDryIAPAHjlK1+JX/3qIRSLBfh8zk0wujr0EPI8NjyJyABBeBlV1aH4RPLbIxzFl7/8Zaxbtw7f+c53ytM2bdpU/ptzjhtvvBF///d/jwsvvBAA8P3vfx/Dw8O46667cMkll3SsLY60/BmGgTvv/DH8/qDrzehTM1ns3juHPftSyOZUGqbxGAytl61qf8vexdG3mZPb1kPorg8WJHqNu+++G8cddxze/OY3Y2hoCMcccwz++Z//ufz7jh07cPDgQZxxxhnlabFYDCeccAIefvjhjrbFkeJvfn4eu3btxllnXQxZ9tndnLZQVQOFgo58XsO+/fPYsSuJXXvmkG0wczzhbgQBmBhPd3Wb9ILhIcsnneoV0TQO2QGJnwl76GbARyqVqvoUCoWabdq+fTtuueUWbNmyBb/4xS/w3ve+Fx/84Afxve99DwBw8OBBAMDw8HDVcsPDw+XfOoUjxV80GkUi0YcXX3zG7qa0zdKHkK5zFIs69h+Yh9pEHimCaBgSBN1Pr9MMnWyag3fTCXSvj6WbzsusW7cOsVis/PnSl75Ucz7DMPDKV74SX/ziF3HMMcfgiiuuwHve8x7ceuutXW6xQ33+GGM46aQT8cADj4Bz7vqh31pwDuzcNYdYTEEiHuh6dBrR2/TeHdMkXjkApDnqYhgcfkVCsQOJn1fDDADwyoXnBrqRisVc/549exCNRstTFaV2nMLo6Che+tKXVk074ogj8G//9m8AgJGREQDA+Pg4RkdHy/OMj4/j6KOP7mTDnWn5A4Czzz4b8/PT2LbtAbubYilzcwXs3J1EOkv+gEQH8fhDyMkP4U7e5wb1GatSLOpevx0Ii4lGo1WflcTfa17zGjz77LNV05577jls2LABgBn8MTIygl//+tfl31OpFLZt24YTTzyxo212rPh77Wtfize84fX4t3/7Fvbu3W53cyyFc+DAgXkcnMhAN6gzJ9qDUr0A+Tz51BImBudVItnna8QPkO4ht+PEVC8f/vCH8cgjj+CLX/wiXnjhBdxxxx34p3/6J7z//e9faDPDVVddhc9//vO4++678cQTT+Cyyy7D2NgYLrrooo4eH0cO+wLmQbj22mvx4IMP4S9/eRRr1262u0mWk04Xkc2qWDMWgV9x7KkhmoGeIbbA6SWKqIDzxZeiTNbsZ+uhaRQpTHSe448/Hj/5yU/wqU99Ctdddx02bdqEG2+8EZdeeml5no9//OPIZDK44oorkEwmcfLJJ+Pee++F3+/vaFscrTBEUcSrXnU8fv/73+Lss9/s6KGcFWnyGWQYHPsPzGPThrg795eohk6hPXjk3vHIbnaUZDKP3buTHV2nOZTv7nJfvUY3yq+1sv7zzz8f559/ft11XnfddbjuuuvaadqqOHbYt8SFF74e09MHMDl5wO6mtEYL156uc0xOZzGfLqJY1MkX0NV0/2HAwBye6G51ojE/+vuD5U8k4uZE7wRBEM7C0ZY/ADj66KMhSQJ2734RQ0Njdjena8zNFTA3Z+YKYgyIRBSEgjKCAQmC4HjNTtgJc/9osywJOHhgvvx9ZDTS1PJesb+4XOP3DKXzQJY/59CN6Gs3n27Hiz/OOTgHJMnxTbUMzoFUqoBUyhSD8bgfPllENqciGvFBUSQIjEGgeqYEzA7PCmtxXyIA8MVrbHnHV2ubrOpPtmSula7YpVVRNM1Af39w1Tbyhf8YBkc05gfnwP59c6su1006mdaJfNOcgnlVk/gj3ILjFVUoFEIoFMLExH67m+IYksnFAs/pdBEAMDwUQpSGxggAjAmwwvbHwDA+Pr/6jBYwNZlpedlIRMH8fO2M+3Ygip0Uf5QoniBq0Uo0bivbcCuOHz8URRFHH30kdu58zu6mOJrxiQxyNWrI6oZBPoNEZ3BpRxeNdTZKzlHQrV2FqmooFu2opU0Q7sLxlj/AzIr97LN/sLsZjmffvhQGB0KQZQFFVQcDw9R0Fps3xu1umofp/tOZMYuc/lwqNFKpvGVD4a3QSWuBM/bIfnTdwORkBgcOzCMeDyAYXHy0cb44HMsYHGUFJqyDCQzMYlcoq9dvJa4Qf2NjY5iY2IdisQCfj4Y2V4JzYKKN4TGih3Bvn9RxigUdW14yAF4+KIuSyUzQsURElb6sdAw5MJ/KI1/QMDgYXmEWbkZdY7GiR8l/eW42X3MZO1BVHfl8M5ayxi6s+gK3ccla6UPn84mQ5eoEzYbBMTeXx549c9B10/8xmcwhmWx4Ex2hdI7J549wC64Qf8cffzwYM7Bjx7M47LBX2N0c10EdkvdwipXLKWRzKvQOxkb4/DIESURmlWTBtfAH5c41pM3TnMtp2LvXWQExK7F2bbQs/jjnyOVU7N49h1yOqrkQyyGfv/q4QvwdeuihEASGdNodnZTT4JyTAPQYdL6rmRxPY3RtfFkUcau0E2VLw77tUSzqOHAghZmZnN1NIQjX4grxNz4+bqZuiPbZ3RRXki/q5cEaxhiUhmpbEm6FhF9tZImh4AR3r04qtjYtvG66VHSdY3w8jf37U3Y3hXABbOF/Vm/DrTha/O3Zswdf+cpX8OKL22EY8FSS506yd+9iZylJAjZtiNvXGMK1uH0keWJ8HqGI3/79cO/zwlbS6SKmpsinmSA6gaNTvfzd3/097r33fsTjG/H//X9XIxZL2N0k10O+YF2GDrdjyOc0hMM+u5vRUfFJt7OzIKs74RYcLf6OP/44BIM+zMxMUKBHh6CHRZfpqWeB+y+ebKZodxM6Cu+Bc0IQlsC69HEpjhZ/V155Jd70pjdg585nkM9n7W4OQbgCM6WIBRU+XNzRlZgcT0NRHO3t0hT0MkcQRCs4uhd88MEH8S//8mOceeabEQiE7G4OQbgGK4afekVo2B344Q9I2LBxIXitlI6Co0pds9JvpZ+WmhgWvoqigHS6/s7UO2+qSuXhOgG50zgPxpjlw/BuHuZ3tPj7wx/+gL6+EZxzzpvtbkrPQJ0U4XXsDvxQFAnhDpac27kz2fKyiUSgY+0gCMI9OHrYd/369ZidnaAhX4JoAqveRl38kltFPqchHLI/8IPoHeil2nmUkjxb/XErjrb8RaNR6LoOXaehiU7BeWmoh5WdxZf2W5XlrjjnMIyVOzZVNeD3i1B8jr6UiA7QS8+3XLa3Aj+8gfMvQDcPAxLewtFP7GQyCUmSqZ5vh9m5u7OVUkZGwlDIkOIoGIB4vJkhPbPu7PKH10L1WwZk0u4VTKGQDwZfqLfLgPR8EcGID0YHS741CudAX5+//Hcy6Zxav07GzpePcNhXN1AoFvO72grUi5DPX30cLf76+/uhaSpUtQhZJnVBEI1icGByIm13MxzDwYPzyOerS7sdumUAotz9ajdzc4tiz0fVdhqm3giE1QQCMlKplQNrqL4w4TYc7fNXLJqWBkGgDpIgGoX8jxrjwP5U08eKcw5RYBAEBkFAxb/mZ9EPyB3nwE2Xip1GlkaOk5uOpRcgn7/6ONryt2fPHoTDUShK5yLjCKLXIfHXGJlMEaLA0IxBiQF46i8HV51PlgUc8pJBxwsCNz28nHwsOecLYsBFB5TwNI4Wf0NDQ8jnM3jiid/jFa84we7mECtA3R3hdFbSDRMH5xHvC1ZcxAs+jqUlOCtPNziw48XpVbe1fkMfFL+IcNgHUawcXKkMpTL/5hzLhqMJ+/H7JQQCMoCS6HSw8iRqQj5/9XG0+Lvgggvwm9/8Fj/4wVdxwQXvxCmnbLW7SQTheNzcIVnFSkdkejqL6enOppIKhmToBjA3Z2Mm6R6km5d1KORD2sUBTgSxGo72+VMUBV/72lfx1re+Gb/85b9C1+kN2YkIAomNlbBjCJYx5uwxMhvo6uEg8U0QtkM+f/VxtPgDzAfZ1q1bUShksW/fLrubQ9QgnSliPl3EfKaIdKaITLaITE4tf/IF74p2rUg5Kp1BF9Uf6W6CIByOo4d9S7z85S/H2NgwHnjgblx22VU0rOUw5uYKdYe4gkEZa0YjXWyRg7DhWmVMKCfwJkzIEOp8/H6pbi49TbPuRUpRRASDi+nEWr1tKdjKOZDPX30cb/kDAJ/Phw9+8AN48slH8OMf/1+7m0M0C/WHXcUwdDDmilu7N3Hv88BWFEUq+2DW+lipq4JBH7JZtfyZn2/N38/NYoDwFq6w/AHA+eefj1wuh8997ouYmZnA29/+IQSDYbubRRB1seNZQNaH5XT1mLjo+DupqU7P42fl8kTn6YZPnpu1vqvMA29+85tx/fVfwt69z+D66/8Whh21mYjmcfEN4kbI+rAcCvgg6tGpU0b3HuEWXGP5K3HOOedAVVV86lPXYO/eHVi//hC7m0SsAnWHdkCmCMLZ+HwiAgEJpR7CyvJtjAGJRHCZBbj0tTofI9ELkOWvPq684s8++2xEoyH813/9zO6mrAoNB3j9GLi4d+ghvH0NOhO/X8L0dK7s0zczk7NsW4IgIJ0uIpNRqz6LPn7t5WQsiUqy/BFuwZXiz+fzYWxsDH/5y++h6w5PpUEPHY9j1wVAD6FqKNWLl7Fek9FJJ9yFK8UfALzvfe+Frhexa9fzdjelLpRyw9tJoDWN/FKdQDctf24y/rg5yMJJpNMpu5tALIF16X9uxXU+fyWOOeYYKIqE//qvn2Hz5sPtbg5RD/feH22Tz6l2N4EAIMsiCl1KNu4WUaMoInS99cYur13cKGb95GaFpyAwJBKB5Wvjq4tYxpil5drC4SgEQYAguNaeQngM14o/n8+HQCCIp556DNlsmtK+EI4kl+2++OOcgzEgGvNX6W6OBSdoMHDOyyKFg5tvsKy07MpPUs754ggXKyVSXfy9tJ6Fn8uzlrbHFzda+Y85/8ICnHPoBgcDIEoChIUNcJjrYDC3a3BzHizsk1FqW6k9paZyDiYw5JYIccYYBMYgimYy2NLxMQyO2ZnW88oZLlF/iiK15eum6xzJZGfrItcjmcyv+Fu90YVIROlKnV7DMCjNksNwkxW+27hW/IVCIXzrW7fgiiv+N37+83/BxRe/2+4mEUQVnHOkM/YUhxdFAZsOGbBl251A1w08+/Q41A4Nm0uSgEhEaXj+DRvjUFUD+/bScJ7b6YYAoIAPwm242kb98pe/HO9852V49NH7MT+ftLs5NaHOwLswxuD32/N+5fbrzu7WF4sGOAc2be7DiFdLE66Cyy8xoscplXez+uNWXC3+AODiiy8GoOP55/9id1MIYhnNWJs6iduHn5zS/kJBhyAwbNzch42bEgg3cD7VggZd00ERoARBOBXXDvuWyOVy4BxQlOWOwE7Ave8FnYMxBk3TUSwaCAZlu5vTVQIVxeK7iZvfSAE4zqxULJgppSIRH4aGQtA1AxMTmWV+hACwY/sMAGDL4YNdbSNRG4ddSkSXoCTP9XG9+JubmwPnnAI+HAwDkEoVoGveE3+yT7S7Ca6EOdRqxhhDPm9GDccTfowGIigWdIwfnIeqLvVPdPGTwUWs/gCm80AQS+kJ8QcAt956HSKRPlx55WcRj/fb3CqiElXV8dwzUxgYCEEQBfT3B6FrBgRxuc9EPq9ClkUqt9QODhkybQsXvFIzMORzphAcGgrDH5AxO5vDzHT3ImAJgqhNN3zy3DzC4von7P/f3p3HR1XfewP/nHNm35JMQhYkCQRkJ4RFEkQRkKe2VK0VrVa07tdWsCK1V9vnPtVXr7e2T/uI91bU2irWVtyAJEAQ2eoOKrigVUELsogJWxayzXLOef6YJGSdbDNzlvm8fY0hM5OZ78ycOed7vr+tpKQE9977c9xyy4+gqk34wx/uxuHD+7UO6wzjbhsx09AQQFNjCHnD06AqKr75pg67dh1B9alGfPThUTQ0BFBT04Tduw6jYv1nOHSwWuuQifpFBdDUFILdLqFgZDoKRvnBKd+SB0f7ktEYvvInCAIWLVoEALjuuuuwaNG1+Mtffovvfe96TJ06S+PokpvDLuHzf1aipqYZEyZm4Z23D0KUBNTWNmPsuEzs23cChw/VYN/e4x3+btd7R6CqQJrfCZ/PwSpgMjJo8TLSLBzpB2izW2HYF2IgfZnkmZIP+/xFZ/jkr720tDQ88MB/4rHHHsNzz/0RAJgAakAUBYRDYex65wjC4cjB75+fVHW4TzAgo6DAj8OHarp9jN27jgAAJkzMRsYQN44fq8eIEX44XVaeXffCDEsKGv8VUKLoY3fALZaMxVTJHwBMnToVjz/+OH7xi1/guef+iLfe2oTvfe8G5OWN1CagJNwnSJKA9989GvU+n392DF/sOx71PgCw9/Nj+OcnkY70n31ahanThiE1zYm0NKchkkAtIuxtlQ4jMHj4lKSM/r0zE/b5i86U7WmSJOH+++/H//k/98LjEfDEEw+gqalBk1iSMPeDFGWppfb6sq5ouN0KD5HlwYA3X9+PysrTupkLLhotIjTyDqmNAT7b3hjhc/B4bB0u3k6X7q5rvShybFZfIaLEM13lr5XL5cJVV12FuXPn4jvf+S5efvkFfP/7NyZ0hxxZq9T4B7F+i+N7/P7uSHPwm68fwLnnDUd2tpd9ArthhMSYtKWqKr4+XDvgvx+Sxem1OjNCwp80BMS/6cXAH7dpk79WmZmZuOWWm7BixeOYN+87yM4ahuaWCVtjweuxIRxWIEkiBCFS6VEUFYFAGC6ntU/VLbM5dSIxVda33/wKXp8do0ZlYMQIPwRRQE11I6prmpGR4dZHUqjRx2/4g5DR4zeCQW6bgkGOfMGgjNRUR1yfIzJ/qTHeDyIgCZI/ACguLsajj/4JB/Yfht2ajswsD07XBwf9uE6HBSdPNPSY4NXXBZCV4xv08xhNOBS75Lo3p+sC+OD9ryHLCkaPHoITJyLTx1itIubNH52wOPSEVT/qkyRJsJuaQt2uxBJLp08HkZydfPSLff6iM33y9/bbb+P225dAlhVUnzoGADhWVY80vxOSRYQoCFBVoL4hCEGIJHQNjaE+fKgqmhpDSVnZi8Zhl/D51wNvShqoPR99g88+rWrrI+hwWFFdrYfJdjXYPlRtnjaWBAA2m4RgMHEnErHmclq63Y+0/2iEbq7rfBsEQI1D97pweHDvrV5GlasqYLEImu6LjZwEUHIydfJ3+PBh/Md//ApyWMIPr74DY8cUtd1Wfaqp279prA8iI9Pd1lWvdfBCa6VQVVVIkgC3y45jVfW9ByHoYweZKA0NwbblrxKt/fJap08H0NAQhKD5TLvaHBSEPg660StBFA2f/H1ztC4mj+NwWtEQg5YKM5MkEbKs3bbSWm1n1Z2MwrTJ35EjR/Bvt96GQLOIu3+2HF5vSp//tuZUU4dRppIkID3DDUUFlLCC6upGNJzmzrg7wYA2iR+RWek2jddRnqOXwpuo+ckmteIkz9GZLvkLhUI4evQoHnroIRw4cBh3/+zhfiV+QMfpRYDIlCR9qvIRnC6r1iHoilbHR1YgiIioJ6ZK/oLBIG6++WZ8+OHHUFURl156E/z+TI2jEqCrU+Q4slhE7P2s94mbk4s2nz37IFHc6WgT0/5cR/MAqBMO+IjOFMmfqqrYsmULtmzZgg8++Ce+d8mtGDVqIlJS/FqHllT7BEEARo8ZEvU+ld/UDWpuMcNJos+f4kOvm5D2CZf+sOJORmHo5C8cDmP79u34xz/+gfXrX4bd7sH3v3crpkw5T+vQklL7ARc9cblsCYhEPzp3IUgEvYzCpNgwbm0h+Ri5EmQ2nOM5OkMnf7///e/x9789D4vVjuIZ38Z3FyzSOiTqhT/DDexNnqbhutruR5VT75jC6puRD3zxwsofGYVhk7+TJ0/iuedexNy5V+CC2ZdAkiStQ6I+UBXuHKmPuKkA0O/bMKLAD4slMrpVVYEvvjiO5ub4TLeSne1paTVonVIFOPPOCBDFM/P8KYqKI0cS3bWEqbDesM9fdIZN/g4ePAhZVjBh/HR9J35JNs9fb2RFhcdjR319QOtQiAxBr9Ukm02C0nIyJwiA1WqJW/KXmdn3dYQFARokf0TGYtjkLyUlBYIgoL6+DllZWkdjDtlZHlitIkJhBcGgjEBARiAQjmm/NVEAEz+ifjFudYFIK5znLzpDzkhZVVWFe+65F7KswOdL0zocU7DZJLhcVrhdVqT67MjMcCH3LC9GFaRh9Kg0FBSkIj8vBUNzPMjIcMHrtcNm61/F1WoV8d7OQ3F6BdRKr5UiGihjfJ5GPhAOVmvzH7971B+//e1vIQgCli5d2nZdc3MzFi9ejPT0dHg8HixcuBBVVVUxf25DVv7Ky8vx+Wf7MGrkZAwZkqN1OFGlp7lgsfazWbqH/YcKFQIEqFDRHAijtjYQs6pcZoYbNmv35wKiKMImArBE1j5uT1FUKIqKsKy0xNLzEUCRFcydNxKBgIy33/oqJnFHc+pkI1wJnHTa6bYn7Ll6l8RHYtLE8OFpkGWlbQoYVVXb+uapKrpc3z5ROvPPjju/1utFUWhrYu6NFvlX62sxch8ws9F7n7/33nsPf/rTn1BYWNjh+rvuugsVFRV46aWXkJKSgiVLluDyyy/HW2+9NdhwOzBU8qcoCrZu3Yonn1yJYbnj8MOrl2gdUq8cDgscjti/zV6PDRl+J4IhBY2NIdTUNiMQGFh/G5tNgtM5sH6TohjpbG2xiEAfch+fz47Tdc2w2iSE4rxua6zWVu0LQQAmFA5N2PP1jhUISjxJik9jUl8TP60oigxA0Hf/c9KN+vp6LFq0CH/+85/xwAMPtF1fW1uLJ598EqtWrcK8efMAACtXrsS4ceOwc+dOlJSUxCwGQzX7rlq1CsuW/Tu8nmxcf90yOBwurUPqVTxPPARBgN0mIS3VgeF5KRhZkIacHA/c7r5Xu3xeO4bnpcRtp92dY8ca4p74JTNWHyiZabH5y3Jkf8bkTz9a+/zF+zIQixcvxne/+13Mnz+/w/W7d+9GKBTqcP3YsWORl5eHHTt2DObt6MJQlb9NmzZBEh24+aZfwm53aB2OrgiCAKtFQIrXjhSvHWFZQXNzGHWng6ir63mAhcUiQhQTu7e0WEVYrRJCISaARL0R2ISve4oiQxRFnnglqbq6jq1Mdrsddnv3TWHPP/883n//fbz33ntdbqusrITNZkNqamqH67OyslBZWRmzeAGDVf6mT58OCAG8/sYGrUPRPYskwuO2YWi2B2eP9CM314e0VEeHRM9iEftVJYyV7Gwvvvf98fB4kmu1D6IBYT6he4qiwGIxVC3F9BJZ+cvNzUVKSkrb5cEHH+w2psOHD+POO+/Es88+C4dD2wKWobbWwsJCyLKKI0cOaB1KP2i/55YkAW6nFW6nFZlDXGgOyGhoCCLFZ4e1v4NRYsButyAcVhAIhBP+3ERGw2KS/slyuG3Ca0o+hw8fhs/na/u9p6rf7t27cezYMUydOrXtOlmW8frrr+ORRx7BK6+8gmAwiJqamg7Vv6qqKmRnZ8c0ZkMlf+FwGDabhFDIOPPECTqb5FkQBDgdli6jdhPNYhFx7nnD8do/9msaR6zoaYYH0zQTmuRlkPkpigyLJfGtKNSzRI729fl8HZK/nlx44YX4+OOPO1x34403YuzYsbjnnnuQm5sLq9WKbdu2YeHChQCAvXv34tChQ5g5c2ZMYzdU8rdnzx7U1wdw0w3Xah0KUQeszsQe+0+14vugd7Isc7AH9crr9WLixIkdrnO73UhPT2+7/uabb8ayZcvg9/vh8/lwxx13YObMmTEd6QsYLPnLzc2FJIlwu71ah0IxkJXlRc5QX0KnZEkWeqpEDpRNgy4JWktJdXQZeV9b06xRNL3Q8TaWk9PxGNHYGERtbfxajBRFYfKnM0Zd4WP58uUQRRELFy5EIBDARRddhEcffTTmz2Oo5M/r9UIQzgyrJ2NTFAUnjtdrHQbplCQlX8VLkkQcP9agdRh9ouo0+1NVID294zRgqakO1NYej9tzKgorfzQwr776aoffHQ4HVqxYgRUrVsT1eQ2V/M2ePRsulxMff/IuLph9sdbh0CApMqDEbtlg3REFFcEYzWcoiEKXakbnVRFaf3c4LeZohjbFi+ivZHzN8RfvSrgsyxztS4ZiqK3V4/GguHg6/vWvfxon+eO+vEeCyQfHffF57CoN2dleBPqYSCqKaopmXyKjYPKnP3pf3k1rhjv8Hj58BA0NBuojphp344g3q1XCgovHwuvV05q4+tSfibhVVTVF0cwMr4GSA5t9yWgMl/zNn38hKiu/QlOTMfrFUHRutw3Tpg/TOgxd8qe7kJnlQd7wNITD7OdKpFeyLMNqZeWPjMNQyd/bb7+Nv/99FRxONywWrg5hFr4UOydI7WRYXipESYCsqGhoCCIsJ187LpuuKVbUOG9MrPyR0RjqiPv444+juroe1y36GaxWTqhpFi6XDd/+zpguCaAkiRg7LlOjqLQVDstMfogMglO96JHQ1u8vXhcjd+o3VJ365MmTEEUBNhv7iJmNx2vH+RcU4B/bvgQQWQFk/rfOhsdjx1cHTqG5OTmWgrNYRAzLS0Xd6eYBr9ShQjV0R+Q2Jsh+0/xOnDrZFBmPrUY+F7vdAqtVhMUiRub0a/moBIBLHsaJ3W5BYWHPy2MdOFCN06cHPg+gLIdgs7EgQcZhqORv3Lhx+OKLg8jJydc6FIqDzEw3xo3PxJdfnMTESVlITXUCAMaMzcRHHx7VOLr4stkluN12uD02WG1SDJZoM37yZ/zUDwAEKMqZV6KqKpqaQmhq0jCkJNT+M+jOYOeUlGVW/vTGqJM8J4qhkr+qqio4nW6Ew2E2+5qQIAiYXDQUuXmpcDrOfL4jRqRhz0dHzVAI6tbQs3wIhhSEwzIaGoJwuga3bce7f1OimORlUBJQVYUDPshQDNXn75NPPsXMkm8z8TM5v9/VIQFyOK0YUeDXMKK+sdsktJ789+WMMDPLg7z8VIRCMmRZiVlTbeRxTJA5Mfsjg5BlGaJoqMMpJTlDnapkZQ3Bnj1v41v/6wqtQ6EEG3V2Bvb/65TWYUT1zdFaSJIAj8eOxsYg8vJTcehgTbf3laRIm8Tp+mBcYjFL9c/w+DnogiwrOHGise339t8PVY3c7nb3NINE589Q6HKbxQKEw+yvScZhmOTv2WefxdGvqzBy5BStQyENpKU5kZ7hxskT+p7fUZZV1NY2AwBCoSBy81Nx9Egt5HZTtdgdFmRleeKX+CkKBLMvn2IUBu4TZCaBgIyTJxt7v+MAVVdXw+vVf+tEMmGfv+gMcYT44IMP8PTTzyA3dzyuXbRU63BIA4IgYOy4IVqH0W+nTwdw1rDUtt+dTivSM9xxS/xaGXmn1MYUL4KSgc1mR1pamtZhEPWZ7pO/hoYG3HHHnQgEJHz3u9eaYwoLGpCcHB+cTmP19xQEAQ2NQTickSJ7RqYbTU0hjaMyBlN81U3d6muGDyg26uvrONpXZyKz8MX7P+PSfbPv8uXLUVNTj2VLf43U1HStwyENWSwixo4bgg/e13bal9Z1dtuvtxstUVEUBalpTtiyJDQ1JaBfkCDotquZKAqQZQWiGJkkVW3NjtSW7nFC5KcAIM3vgtfniNwc5fVE5lo9syNueZhetc69F7m32uV5zvy7L2+m0BZL++1CVdUOfc3InFwuD2pra7UOg6jPdJ38BYNBrF69FhfMvqxfiV9qmhPBUN/XQhUANMS5GS5ZCYKADz/6JoaPF7lokdxIkoCRo9JR3+9tRUAgICMQSMz6vHoe7SsIQHVNs9ZhJIzLqetdLMWILIeRmZmcqxHpViIW4DBw6U93eyZFUfDpp59i+/btUBQFoZCMs0dN7NdjCOhfciAa+ANMNqoKDMtNxeFDNXF9Hn+6ExkZHkgWEVBVBIORxK3/iZ82ONpXH/gp6EO8vw+qqsBi0d3hlKhHutta//3f78Err2yBLAtQFRlTplyA3NxRWodFOuJLccTtsf1+Jxoag/D7XaivH/hyT1pSVZMs70ZkELIsM/nTGY72jU53W2tu7jCEQgp+ctuvkZ6eBZfLo3VINCixP+OWFRVpfieqT8VujSyHw4IRI9NRW9MEp8uKxkajD8ow8F7JRMJhBSPPzkBTY6RiHMsClCAAzU0hnIrh96A/gsEwrFZ9D3IQRQHffHM67idyihLmgA8yFN0lfzfeeCOee+4FfPHlx8jNHZmQ51QAuDw9TfA5ODa7lNRtP4oS+8cUBAHZ2d6YJn95+amorYk8HltMKVZCIQU2txWNcRroE1kGUZvkT5FVwACD7+M5v18rReHavmQsukv+fD4f/H4/GhvrB/wY/T12x/NgLwgC+1/FgyjAapUQ6sfAnmjM1kxqspdjaPH9+nPfogeKwj5/epOIyViMPNmL7ub5e+aZZ3Dw4GGMLBg/8Afh/lA/4vbdEDAk0x3LhzMPnmwQJZQsh5n8kaHoamtVFAWPPPIo0lKHIj9/9CAeSUcHPx2F0pPWqUHikTPEM6fy+hzA13UxeSyJQ74pXuK4D5AVIOcsH9pP7tPdfIddQmhZz/ZY1cBaWNLSnHC6rFAUA+zgEoCVPx3iVC9R6aryJ4oifvjDq1B3uhL/9w8/xdGjXw3occzWhEfds1h0tfkSdS+Ou6NgUEZTUxiNTWE0tVwa2/3e2Om2tktzGJI08O+Pw2Fh4teOLMvs80eGoruj51133YU//vFhCEIYn362W+twksY3lfVGKFJ2oKgqrNbYbMKNjQlYeaOvBvlBRP6cJ0C6YbQvFvWborDZV2+EBF2MSnfJHwAEAgGEQwpycvK1DiVpVFXVY8+eSjQ1hQxUORWQmx+bxdQPHayGx2OPyWMN2iDffg4w0hmjfJ1owFj5I6PR5anKnDlzYHdYcepkldahJJ19X5wEABRNzh50H0BBiM9UL+05HFZIkgBZHlywiqIiFNJR9W8wVLVlCbyWGmC3y+F1XQFXVbtfPq/1d+OcFFC86X1+v0Rrbm5Cc3PyLFtoBIIgxH2fZeR9oi6TP1VVoSgKbHan1qEkrQ8/quzxNlGMf1LXVyqA/BF+7P/y5ID+3uWyIhiUMXJUest2pyIU0smLGwRZVvHVV9UxfUyrVezSz7JzktiyuGK3Jw5nksszO0yxZcoeq01qW0LPbPRaiR3MccvIB714aH+yRWQEukz+qqurIcsKHGZI/toPwzMJvSR+rRxOKyRJhCz3PTCbTcKw3BTYnVaoKuB0WFBVeTqOUSZOvJZ3C4WUuCXGOUN9pk3+zPb9p+4ISE9P1zoIao+jfaPSZfK3a9cuyLKCYcMKtA6FDEBVgfzhadj/r+jVP7vDArtNgiAIOCs3FWpL06cZixhGq0IEAiZpcu+GsT6JPjLhd2aglJaz4aYmbVZaIRoIXSZ/Tz75FApGFCI9PUvrUAbPlHt+/XG4rBAlIbLkVDckScCoszMgK5GqmNlHxBqtWc5ut5hgPeXuqTqdEsXvd2H4CH+PtwtCywoGLZsSp3bpnixHTlzS0mIz+Ixig4W/6HQ32vf48eP48sv9OPvsSVqHQgYSqf51fyCzWESMHZ8FJUkGLUSWFNRZ23wvzPyx6DVlstmjD9pQ1ch0SoqiMvGLQlEUCAI42pcMRXfJn8VigcUi4s23KtrK6UR94XJZIXZaqcPnc6BgVDoMdewabKwGzKR6qtgS6V1r5Y/z/OlL62jfeF+MSnfJX1paGh59dAWam+rwxJ8fwIEDnwMwXh8mSjxFBfI6zfs39CwfJIuxzshra5tgidHk1UZh5J0oJbfWIgUrf2QkujxVmTlzJrKyhuDro/vw5MrfoGjyefhoz1vweHzIyszF9y+7GSkpHFlFXbk9tg7z1BkxpwiFFAwZ4sbJk41ah5IwobA5q/wpPjtsNgnVp/T3WfJ8OjYUJTJKXRST64SNjE23W+vyhx/CbbfdjNmzS3Di5Bf4/vcX4Ec/uhLNgWPYtPlZeFMcbRePzwGn29Z2aTbrlBHxYsAEqSftq39Dz/JBFXS7iUd14kQjHE7rgP420ucvxgHFmc1klU6v14Z0v9OQnwX1T2ufPzb7kpHodmudNGkSJk3qOujD5XLh979/GNXVp+D1piY+MNI9t9cOn88BX6rTkJU/INLNwemwoLnJnCNgO1NMkiG53TY4HBLksDroVWfizSRvueZkWQYgsNlXZ1pXK4r3cxiV4U63R44cCYtFxH/91x0IhYJah9M7A28cRqWqwFl5KYbvR3byZCO83oGtN2y0l97UZOx5/lxOKzLSXbBIAuQwsyq9SESC29ofnf3SyUh0W/nrybnnnotx40bj448/gyyHYbXatA4pOgPsDwyWJ/RR/16VnpOlgazYYbTjUG1NE1JSHHB7bGhsDBkmfofDAo/bhlBIRjisdPmcbDYJdXX6W/N1woRMALHZTna9exina5tbdnUqIrMMRX47M2FDZMk/FYDacmU8J3Ow2yXk5CZm3r3Wj7yhoSEhz0cUC4ZL/iwWCzweL7Ky8mGzObQOxxSMcqCNL31mf7W1zfCnu1BT3ffVAyLJYhyDipPa2mbU1jYjY4hb9+sr22wSvF4bwiGl26SvlaKouhy4IwhCzObua2oIokl33RMS/wXwer0Jf07qWSKmYjFy65Lhmn0B4IorFuL48cM4ePALrUMxB+Nuv0kh0u8veTJ0i0W/uyWrVUS63wmX0wI5HJ81lI1Gn/019RgTkX7ody8bRX5+PgDAYhnYaEgiI2lsDCE93a11GAlhsYi67P8nSQL8fifcLmvLQA4mfURkXIZr9gWAuro6ACpcruQ4IBLV1jZDsvRnMIExk5PWJlS9dJ4XRQGpKY7IEmcDSPpYGNSGTjYfIt0yXPKnKAo2bNgAQbDA5+NC2pQcgkEZ6ekuNDQEEezTPJbGPfo5HRIaNa7+CQKQmhLpUzyYvnFMQrTB5njiVC/RGarZNxQK4ZZbbkVp6XpceeVt+h/pSxRDJ082wu3uwzZv8IyjsvK0pjtVh8OCtFRHZHSqsd/KhFANfKJBlKwMVflbuXIl3n13N2699T8wZkyh1uEQJdzJk41ISXXgdF2gx/tERvsa6ryuA1WNNLdqNUmy1SrGdRoS09Fl7qfLoCiBhJb/4v0cRmWo5G/Xrl0YOnQkEz9Kaqqi9mHuPxVOe8uKAy13U9XIP4NhRferTwy25OZ222C3SxDQkgZEe7hOb6MgCJBNutZwXOh8UyKirnSX/KmqiieeeAL5+fkoKSmB2+3GBx98gP/8zwdw5MgRyLLBltBpO/oQxUZdXQAZGW6cOtXz/HGyrOLQwepub8vNT2tZkkq/Tp1qgj/dNeAk1WaTWgZoDAS/sESGJyD+496MW/jTX/K3fft2PPLIY21NP5Hmn8hEqunpObjqqtu0DpFMyVgH/Lq6ZlOfWAjC4AZaUHJjX02i6HSX/K1c+TTOOmsUfvCD21BV9TUOH/4XHA4Xpk07H37/EK3DI9KFYFBGeoYL1af6vvKHkagqIEkiwgNsfjVxXkxEfcDRvtHpKvnbtWsXPvroY1xzzVLk5OQhJycPRUUztQ6LSJfCOl8CbTDcbtuAEz9KMOOOLSJKWrpJ/lRVxbPPPouUlCEoLCzWOhwi3autbW45u+16+mnkUWhApMsHGYM+tzXWfZMdu/xFp4tzNkVRsHLlSmzd+g/MmvVtiKIuwiLSPbtdN+dvMeV0culGIqJ40cWR46c/vROvv/4mCgom4fzzv6N1OESGIUkiAH2P3B2IUEiG02lBc7Osm6XeyDi4yRA7/UWni+Tv0KFDCIVU/OhHSyFJBpvKhUzCeF9ip8uKpqZQv/9OlpUOcwB2PlA2BxKTTPrTnfB6HG1xtPvR9ovDLkVaAlpG/3ZuYlShtq0FLEBo+91iERFM0OuIjlkIEemP5smfqqqorz8NWZZhtzu1DofIMJqbwhAEFf1NXI8eqe3xNpfLCrcvMd9Dn89xZh6/KDmS3GG5je7uqHb5GWkO10PyR0RaYJ+/6DTvXNfc3Izq6lpIkoDq6hNahxN7PPGnOPF67TD07iee3w22+xER9Ujzyp/D4YAkRSZyTkvL0Dqc2OOEYxQndruE+vqu16vc4AydExPR4LHLX3SaJ3/19fWQZRXZ2Xnm7O/H4/CgSJIAqZdpP1rfYgGA0OsUIe2aSdUzX14jDiqorw/CZpdi2rctHG7XHxCRd6s/fQCzc7yw2Xr+Hgvt/iVZRMjBODXNqgbeKydAfX0QVmv3DT+qin7NsRhoDscqrJgJhxVAPvMaXF47Ghv73z+WyKw0T/5kOTKar6rqMLZtK8c558yGz5emdVgx8/6uw73vdFqPU+3yj/4mIyoAVVGhqCpURe2x1avzmUpf7zdQqgqkpDggSn3sYdASUGuKVlcdRCAQ/4NLzlBf3J8j1pqaQvB47ZDDSpc1cAeaygaDcoc1ge12Cb40d5//3u22IRgloVPb/Sva/QbPeMl8In31VffrPveXVRJ0ORm3qgJfHTjV9vuEyTkaRkOkP5onf6mpqXjiicexZs0abN++Bps2rcLZZxdhxoy5mDBhKqxWm9YhDkogKA9oRKaZVFebcwkyPag/HUCa34mamqYzI2FVYzdHxETSvwHUEbeHpMN236g0H/ABADNmzMDvfvc7bNu2Bffd97/hdst47rmH8etf/xirVz+JI0f2ax0ikW5Vn2pCerq7Q7XYgK3YsZXsr5864QZB2nvwwQdxzjnnwOv1IjMzE5dddhn27t3b4T7Nzc1YvHgx0tPT4fF4sHDhQlRVVcU8Fs0rf+35fD5ceeWVuPLKK7F//36sX78e69ZtwDvvbEZmZi6mT78A06fPhtebonWoZDJWq4SMjDPNm4qinukd2Pnkrl23QaHbO7TeT+1yU5ekrNNMLULrg6pnyneqGmnGV1UVaPmpAhAFoa2PoyyryBmagmAoDKtNilmdw7hJpGEDJ6IY0Vtd7rXXXsPixYtxzjnnIBwO45e//CW+9a1v4dNPP4XbHTn+3HXXXaioqMBLL72ElJQULFmyBJdffjneeuutmMaiq+SvvYKCAtx5551YsmQJdu7cibKyMmzb9gI2bnwWY8ZMQXHxPIwfPwWSpNuXQAYiWSQ0NA20b2GsE43O89Z11pLwqa3/izhdHwQAKPrrgpV4etvrmxRTbKK+27RpU4ffn376aWRmZmL37t2YPXs2amtr8eSTT2LVqlWYN28eAGDlypUYN24cdu7ciZKSkpjFovvMSZIkzJo1C7NmzUJNTQ02bdqEsrJy/O1vf4DT6cWUKeejuHgecnJytQ61e9w7koEZuEsLESUxI3T5q62NTLjv9/sBALt370YoFML8+fPb7jN27Fjk5eVhx44dyZX8tZeamoqrr74aV199Nfbt24d169Zh/foKvPlmBYYOLcCMGXMxbdp5cDr7PjqRyJRiOFqbiIh6VldX1+F3u90Ou90e9W8URcHSpUsxa9YsTJw4EQBQWVkJm82G1NTUDvfNyspCZWVlTGPWxYCPgRg9ejTuvvtubN26GX/843KMH5+HjRv/ivvv/zc888x/Y9++j6Gw/YuIiCgJCQm6ALm5uUhJSWm7PPjgg71Gt3jxYnzyySd4/vnnY/R6+8dQlb/uWK1WzJs3D/PmzcPx48dRUVGB0tIy/OUvD8DrTcf06Rdgxow5SE/P0jpUooQw4oTVRERGdfjwYfh8Z+aK7a3qt2TJEmzYsAGvv/46hg0b1nZ9dnY2gsEgampqOlT/qqqqkJ2dHdOYDZ/8tTdkyBDccMMNuP7667Fnzx6Ul5fj5Zc3Y9u2tSgoGI8ZM+Zh8uTixM4dyD5TlGCqqp6Z8480ZfY8nFsZ6ZWABPT5a/np8/k6JH89UVUVd9xxB0pLS/Hqq69ixIgRHW6fNm0arFYrtm3bhoULFwIA9u7di0OHDmHmzJkxjd1UyV8rQRAwefJkTJ48GXfffTe2bduGsrJyvPTSCpSWPomiolkoLp6H3NwCCOzRTqbDWZ4pMUye2xLF1OLFi7Fq1SqUl5fD6/W29eNLSUmB0+lESkoKbr75Zixbtgx+vx8+nw933HEHZs6cGdPBHoBJk7/2XC4XLrnkElxyySU4dOgQ1q9fj7KydXj33a3IzMzFjBlzMX36bLjdXq1DJQ2pPIx1iydHRESx8dhjjwEA5syZ0+H6lStX4oYbbgAALF++HKIoYuHChQgEArjooovw6KOPxjwW0yd/7eXl5WHx4sX48Y9/jB07dqC8vBybN6/Cxo3PYuzYaZg580KMHl0IUYzhOBjmFIagmmxsUNKnbPzeJQRPmoj6ri/9sR0OB1asWIEVK1bENZakSv5aSZKE8847D+eddx5OnTqFjRs3orS0DE899SA8njRMnz4HJSXz4Pdnah0qUb9xwAcljJr0pxmkU0aY509LSZn8tef3+3Httddi0aJF+OSTT1BeXo6Kik3Yvr0UBQUTUFIyD5MmzRjEIBEeiMm4WNkhIjKfpE/+WgmCgEmTJmHSpElYtmwZtm7ditLSMrzwwiNYu9aJqVPPR0nJhRg6NL+/DxyfgIl6EKn8xWa7M+yoYYOGTUYkAFBZcdedM/Pwxfc5jInJXzdcLhcuvfRSXHrppfjqq69QXl6O8vL12LFjE3JyRqC4+EJMm3YeHA6X1qFSrAjccXdHFI27c9MDnvslDyZ/ZCRM/noxfPhw3Hnnnbj99tvxxhtvoKysDBUVT2P9+mdQWDgTM2fOx/Dhozkq0uAMW+EiXWM+QKQN9vmLjslfH7VfSeTYsWNYt24dSkvL8Oijv0J6eg6Kiy/EOedcAI+n94keSYcM/CXuVqzW9mWfP6KoeOJPRsTkbwAyMzNxyy234KabbsJ7772H0tJSbN36Il5+eRXGjZuOmTPnY/ToSbGdMobiylyVv9glbHJYhcUiIhzu41w4LHUlFzN9bYiSCJO/QRBFEcXFxSguLkZNTQ0qKiqwdm0ZnnrqN/D5MnDOOXNRNHkWLKJH61CJBiQUkmG1CAiH+3b/+vogbHbtdyvMQYmIeqb9XtokUlNTsWjRIlxzzTX4+OOPUVpaio0bK7B584vIz5uAaVPnYPTZkyGKktahksmpqtkqmUSDw+8DUUdM/mJMEAQUFhaisLAQd999N1555RWsXr0GZeUrYLN7UThxFqZNnYO0tCFah0pEg/DOO2+ipuZUh1GeqqpCURTU19chHA5DEFSEQra22yL3Vdv+3f7SShCEln5kQkundaHt+sh1Qod+Zu1/79j/7Mx9z1zd+b5Ch8dojeNMPGrb33VHFIHjlQ2w2RxQVRWNjXWQpB4OK+1jbv94rderaqf79Kzt3Wr9m15KvSdrU9HcLHd8jH6Uh8PhECRJ6vCetaquPt7nx6EE4kwvUTH5iyO3243LL78cl19+Ofbu3YvS0lKsX1+Bne9uRO6wsZg65QKMGzsNFotV61DJbAy8UzKCF154GuvWvQBJihxhLJbIrlQUBQSDQdjtDgQCzVDVyGAxu93elnSdSSIiSZcoih2Stu6SQkVROvyMJJDodJ9IYtn5MaI9btdkD21x9WUgg6qqCIfltlhEUYDUTV/nM3H3XbTUrL+bt/CO2GFkZt8HaQhtuaWqKm39uDu/r263C5mZXBGKjIPJX4KMGTMG9957L5YuXYqtW7dizZo1qHj5L9j0yt8wZsx0TCk6H8POGsmRYxphFzHqjz17dkOSBDz66AqUlJRoHY6mZFlGY2MjGhsb4fV64XINfP7T7qpx3V3XfaWT6Ayh5b94P4dRMflLMIfDgYsvvhgXX3wxDh06hA0bNqCsrBx/e/YNpPiyMLnwPEwunAWvN1XrUJOKwPSP+mHmzDn46qsvsXPnzqRP/iRJgtfrhdfrHfRjdZfMMcEjij0mfxrKy8vD7bffjh//+Md49913UV5eji1bKvDaG2sxPH8CiiafjzGjp7Q1KVE8mecAE+uVBjhytitVVSEIwLBhw7QOhYio35hV6IAoiigpKUFJSQl+8Ys6bN68GaWlZVhf8Tg2bnJiwrgSTJlyPnKy+7muMPUZ8xvqK1mW8eKLT0MUBYwaNUrrcIiI+o3Jn874fD5cccUVuOKKK7B//36sW7cO5eXr8eHT25GePgxFk89H4aSZcDo5d2Assdm3Z2x160hRFNjtDgwZkoaioiKtwyGibnB5t+i4BIWOFRQUYOnSpdiy5RU8/qdHMP2csXjzrdVY/j934cWXHsEXX+4Z0Cg6MrvYJrLBQBgOu9Tl4uzmOiPvDPvKarWisHAajh79Gjt37tQ6HCKifmPlzwAsFgtmz56N2bNn49SpU9i4cSNKS8uweu1/w+HwYdKEczF1ymz4/Vlah0o6EctRaJXfnO7zfa0WEanp5t+tXHHFtXj77VexePESvPPOTvbLJSJDYeXPYPx+P6699lqsXv0SXnxxFS6//NvY98VbeOxP9+Lpvz6IDz96C8FgQOswDSgJSlYJcPp0cmx7Q4fm4rrrbkM4LOM731mABx54IOYDbYiI4oWnqwYlCAImTJiACRMm4Gc/+xm2b9+O0tIyvLJlJTZv+TvGjpmBqVNn46yhBZwqIclEkhBtPvPPPtuLPf88mtDn7K7KabNLCAW7domIlqBFT966vy03dyQOHPgCL720Fvn5+bjuuut6jZeIEoCd/qJi8mcCDocDCxYswIIFC3DkyBGsX78epaVleObvbyA1JQdFk8/H5MJZcLsHPw8X6V/rNCRaePW1cnx99GO4XE5tAuig729CTydIfTlxSk9PQ339aciy3Ot9iYj0gMmfyQwbNgw/+clPcNttt2Hnzp0oKyvD1q1lePX11Rg5YjKmTJmNUSMntS1TRBRLiqLg3HNLsGLFCq1DIaIkxqV9o2PyZ1KiKOLcc8/Fueeei5qaGmzcuBFr15ZiTen/wOlIwaSJszB1ymykpQ3ROtSo3B4bRLFlKSecWaBeFAVA6Pjl8/occLttXRvo1M6Ndl2ugPnGTBt5t0RERPHE5C8JpKam4pprrsEPf/hDfPrppygrK8OG9Rux450NyB02FlOnXIBxY6fBYrFqHWoXU6fltixYH1+NjUGcPNkU9+dJDA48IKIkx9JfVEz+kkj7QSLLli3D1q1bUVpaioqX/4JNm/+G8WNLMG3qBcjOztM6VBqEyHgPA++ViIgorpj8JSmn04lLLrkEl1xyCQ4ePIjy8nKUlpbjyaf/gSEZeZhSNBuTJs2Ew66HjvvUH6qqGvmElIho0Fj4i47JHyE/Px8//elPcfvtt+ONN95AaWkpXn3teWzb/gLGjJmOaVPnIHfYKE4ZYxhs9iUiop4x+aM2FosFc+fOxdy5c3Hs2DGsW7cOa9eW4e+rHkRqSjaKJs/mlDFGwUSdiIh6wOSPupWZmYlbbrkFN910E9577z2sXbsWW7aU4bXX12DkyCJMmzoHI4aPM82UMUf7sYQZERHpHCd5jorJH0UliiKKi4tRXFyMe++tRkVFBVavXosXVz8Et8uPosnnY0rRbHi9qVqHOihmW5rLuLskIiKKNyZ/1GdpaWm49tprsWjRInz00UdYu3YtNm58BW+8VY6C4YWYOvUCnD2q0DTVQCIiIjNi8kf9JggCioqKUFRUhJ///Od4+eWXsWbNWqwt+yMcDh8mTzofU6fMRmpqhtahJiVFUTg4h4iIesTkjwbF6/XiBz/4Aa688kp89tlnKC0txfr1G7Fj5wbk5Y3HtKlzMGZ0ESSp+00tf3gacvPS2n7v3PpqtubYROB7RkTJjlO9RMfkj2JCEASMHz8e48ePx1133YXNmzfjpZdWY92Gx2CzejBp4ixMmzYH/rTMDn/ndNm6JHztJSqPMVO+pCgyJEl/q7UQEZE+MPmjmHO5XLjssstw2WWXYd++fSgtLcW6dRvwznsvI2/YOEydegHGjpkGi8WimyqVmVpJLRYLmpsCWodBRKQdlv6iYs98iqvRo0fjnnvuwbZtW/D73/8GQ4e5sGHjn/HfjyzDK1ueR1XVUa1DBABIkpm+CgbeIxERUdyx8kcJ4XA42paT279/P9asWYN16zbgF7/cismFU/Ctiy5GSfF5sFrZXElERIMjtPwX7+cwKjOVO8ggCgoK8POf/xxbt27G7373G9gdIpYv/w1uufVqPP30n/D10SNah0hERGRarPyRZux2OxYsWIAFCxZg//79WLt2LTZsqED5upcwccJkVgOJiGhg2OcvKlb+SBcKCgpw991345VXNuE3v3mgQzXwr399At9887XWIRIREZkCK3+kK52rgWvWrMGGDRUoK38Ro88eB5fLDUVVALTMZ6eqkBUFqqJAVuS2xxGElv4egtA24XHrdd2N7D1dH0Q4LLeNPlZVpWX6FxWqqra7Xu3276MNWhaEyMTLANpWP4l+/76dToqi2PJ4AkRRhCCIEAQBx49/A1lW8Oxz/y/yeFEeQ0XkNSlKOCYjrw8e3IsRBXMH/ThERIPBwl90gqqXuTaIehAIBLBlyxa8+eabHVavEFoSO0mSIIoiJEmCIAhtyVrnpC2S5Cg9Pk8kgeqYLLZe193t7bX/GrXe3npdT8lctK9eJMkUeryPoihdLrIcSV4PHjwIRVEwfPjwXp9PVVVIkgSr1QpJknqMpz/mzJmDefPmxeSxiIj6o66uDikpKThWeQI+ny/uz5WZnYHa2tq4P1esMfkjIiIiU2hL/qoSlPxlGTP5Y58/IiIioiTCPn9ERERkMuz1Fw0rf0RERERJhMkfERERURJhsy8RERGZCht9o2Plj4iIiCiJsPJHRERE5sLSX1Ss/BERERElEVb+iIiIyFRY+IuOlT8iIiKiJMLKHxEREZmLIEQu8X4Og2Llj4iIiCiJMPkjIiIiSiJM/oiIiIiSCPv8ERERkamwy190rPwRERERJREmf0RERERJhMkfERERURJh8kdERESmIghCQi4DsWLFCgwfPhwOhwPFxcV49913Y/zqe8fkj4iIiCgBXnjhBSxbtgz33Xcf3n//fUyePBkXXXQRjh07ltA4mPwRERERJcBDDz2EW2+9FTfeeCPGjx+Pxx9/HC6XC0899VRC42DyR0RERBRnwWAQu3fvxvz589uuE0UR8+fPx44dOxIaC+f5IyIiIlOpq6tL2HN0fi673Q673d7l/idOnIAsy8jKyupwfVZWFj7//PP4BdoNJn9ERERkCjabDdnZ2Rg+Ij8hz+fxeJCbm9vhuvvuuw/3339/Qp5/oJj8ERERkSk4HA4cOHAAwWAwIc+nqmqXUb/dVf0AICMjA5IkoaqqqsP1VVVVyM7OjluM3WHyR0RERKbhcDjgcDi0DqMLm82GadOmYdu2bbjssssAAIqiYNu2bViyZElCY2HyR0RERJQAy5Ytw/XXX4/p06djxowZePjhh9HQ0IAbb7wxoXEw+SMiIiJKgKuuugrHjx/Hr371K1RWVqKoqAibNm3qMggk3gRVVdWEPiMRERERaYbz/BERERElESZ/REREREmEyR8RERFREmHyR0RERJREmPwRERERJREmf0RERERJhMkfERERURJh8kdERESURJj8ERERESURJn9ERERESYTJHxEREVESYfJHRERElET+PyPzKbHU66UrAAAAAElFTkSuQmCC", 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" ] @@ -202,12 +195,12 @@ "• 2015-01-01 to 2015-05-31 (150 days)\n", "• 141 geo nodes\n", "|####################| 100% \n", - "Runtime: 9.642s\n" + "Runtime: 9.576s\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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", 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", 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" ] diff --git a/doc/devlog/2024-03-19.ipynb b/doc/devlog/2024-03-19.ipynb index d5b3433b..159ff1fd 100644 --- a/doc/devlog/2024-03-19.ipynb +++ b/doc/devlog/2024-03-19.ipynb @@ -17,8 +17,8 @@ "source": [ "from epymorph.data_shape import Shapes\n", "from epymorph.data_type import CentroidDType\n", - "from epymorph.geo.adrio.census.adrio_census import CensusGeography, Granularity\n", "from epymorph.geo.spec import DynamicGeoSpec, Year, attrib\n", + "from epymorph.geography.us_census import CountyScope\n", "\n", "spec = DynamicGeoSpec(\n", " attributes=[\n", @@ -33,12 +33,7 @@ " attrib('commuters', dtype=int, shape=Shapes.NxN),\n", " ],\n", " time_period=Year(2015),\n", - " geography=CensusGeography(granularity=Granularity.COUNTY, filter={\n", - " 'state': ['04', '08', '49', '35', '32'],\n", - " 'county': ['*'],\n", - " 'tract': ['*'],\n", - " 'block group': ['*']\n", - " }),\n", + " scope=CountyScope.in_states(['04', '08', '49', '35', '32'], 2010),\n", " source={\n", " 'label': 'Census:name',\n", " 'population': 'Census',\n", diff --git a/doc/devlog/2024-05-03.ipynb b/doc/devlog/2024-05-03.ipynb index 476f9a63..fe8635ec 100644 --- a/doc/devlog/2024-05-03.ipynb +++ b/doc/devlog/2024-05-03.ipynb @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -29,11 +29,11 @@ "\n", "\n", "def test_year(year: c.CensusYear) -> None:\n", - " # 1. test that we have 56 states\n", + " # 1. test that we have 52 states\n", " states = c.get_us_states(year).geoid\n", "\n", - " if len(states) != 56:\n", - " raise Fail(\"There weren't 56 states!\")\n", + " if len(states) != 52:\n", + " raise Fail(\"There weren't 52 states!\")\n", "\n", " # 2. test that each state contains at least one county\n", " counties = c.get_us_counties(year).geoid\n", @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -90,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -107,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "metadata": {}, "outputs": [ { diff --git a/doc/devlog/2024-06-03.ipynb b/doc/devlog/2024-06-03.ipynb new file mode 100644 index 00000000..5544533b --- /dev/null +++ b/doc/devlog/2024-06-03.ipynb @@ -0,0 +1,217 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# devlog 2024-06-03\n", + "\n", + "_author: Trevor Johnson_\n", + "\n", + "ADRIOMakerCensus has been refactored to utilize the recently added GeoScope class heirarchy. This notebook tests the correct functionality of Census-based ADRIOs post-refactor by creating a DynamicGeo for each granularity and populating them with every attribute that is valid for their granularity.\n", + "\n", + "Additional cases can be tested by changing the type of the scope objects, changing the year in time period or scope, or changing the includes attribute of the scope object." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from epymorph.data_shape import Shapes\n", + "from epymorph.data_type import CentroidDType\n", + "from epymorph.geo.adrio import adrio_maker_library\n", + "from epymorph.geo.dynamic import DynamicGeo\n", + "from epymorph.geo.spec import DynamicGeoSpec, Year\n", + "from epymorph.geography.us_census import DEFAULT_YEAR, StateScopeAll\n", + "from epymorph.simulation import geo_attrib\n", + "\n", + "spec = DynamicGeoSpec(\n", + " attributes=[\n", + " geo_attrib('label', str, Shapes.N),\n", + " geo_attrib('population', int, Shapes.N),\n", + " geo_attrib('population_by_age', int, Shapes.NxA(3)),\n", + " geo_attrib('population_by_age_x6', int, Shapes.NxA(6)),\n", + " geo_attrib('centroid', CentroidDType, Shapes.N),\n", + " geo_attrib('geoid', str, Shapes.N),\n", + " geo_attrib('average_household_size', int, Shapes.N),\n", + " geo_attrib('dissimilarity_index', float, Shapes.N),\n", + " geo_attrib('commuters', int, Shapes.NxN),\n", + " geo_attrib('gini_index', float, Shapes.N),\n", + " geo_attrib('median_age', int, Shapes.N),\n", + " geo_attrib('median_income', int, Shapes.N),\n", + " geo_attrib('pop_density_km2', float, Shapes.N)\n", + " ],\n", + " time_period=Year(2020),\n", + " scope=StateScopeAll(DEFAULT_YEAR),\n", + " source={\n", + " 'label': 'Census:name',\n", + " 'population': 'Census',\n", + " 'population_by_age': 'Census',\n", + " 'population_by_age_x6': 'Census',\n", + " 'centroid': 'Census',\n", + " 'geoid': 'Census',\n", + " 'average_household_size': 'Census',\n", + " 'dissimilarity_index': 'Census',\n", + " 'commuters': 'Census',\n", + " 'gini_index': 'Census',\n", + " 'median_age': 'Census',\n", + " 'median_income': 'Census',\n", + " 'pop_density_km2': 'Census',\n", + " 'tract_median_income': 'Census'\n", + " }\n", + ")\n", + "\n", + "geo = DynamicGeo.from_library(spec, adrio_maker_library)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "geo.validate()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from dataclasses import replace\n", + "\n", + "from epymorph.geography.us_census import (BlockGroupScope, CountyScope,\n", + " StateScope, TractScope)\n", + "\n", + "spec = replace(spec, scope=StateScope.in_states(['04', '08']))\n", + "geo = DynamicGeo.from_library(spec, adrio_maker_library)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "geo.validate()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "spec = replace(spec, scope=CountyScope.in_counties(['35001', '04013', '04017']))\n", + "geo = DynamicGeo.from_library(spec, adrio_maker_library)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "geo.validate()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "spec = replace(spec, scope=TractScope.in_tracts(['35001000720', '35001000904', '35001000906',\n", + " '04027011405', '04027011407']), attributes=[\n", + " geo_attrib('label', str, Shapes.N),\n", + " geo_attrib('population', int, Shapes.N),\n", + " geo_attrib('population_by_age', int, Shapes.NxA(3)),\n", + " geo_attrib('population_by_age_x6', int, Shapes.NxA(6)),\n", + " geo_attrib('centroid', CentroidDType, Shapes.N),\n", + " geo_attrib('geoid', str, Shapes.N),\n", + " geo_attrib('average_household_size', int, Shapes.N),\n", + " geo_attrib('dissimilarity_index', float, Shapes.N),\n", + " geo_attrib('gini_index', float, Shapes.N),\n", + " geo_attrib('median_age', int, Shapes.N),\n", + " geo_attrib('median_income', int, Shapes.N),\n", + " geo_attrib('pop_density_km2', float, Shapes.N)\n", + "])\n", + "\n", + "geo = DynamicGeo.from_library(spec, adrio_maker_library)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# tract and block group geos fetch shape file attributes prior to validating so that the kernel\n", + "# is not overwhelmed by several large shapefile requests in parallel\n", + "geo['centroid']\n", + "geo['pop_density_km2']\n", + "geo.validate()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "spec = replace(spec, scope=BlockGroupScope.in_block_groups(['350010007201', '350010009041', '350010009061',\n", + " '040270114053', '040270114072']), attributes=[\n", + " geo_attrib('label', str, Shapes.N),\n", + " geo_attrib('population', int, Shapes.N),\n", + " geo_attrib('population_by_age', int, Shapes.NxA(3)),\n", + " geo_attrib('population_by_age_x6', int, Shapes.NxA(6)),\n", + " geo_attrib('centroid', CentroidDType, Shapes.N),\n", + " geo_attrib('geoid', str, Shapes.N),\n", + " geo_attrib('average_household_size', int, Shapes.N),\n", + " geo_attrib('gini_index', float, Shapes.N),\n", + " geo_attrib('median_age', int, Shapes.N),\n", + " geo_attrib('median_income', int, Shapes.N),\n", + " geo_attrib('pop_density_km2', float, Shapes.N),\n", + " geo_attrib('tract_median_income', int, Shapes.N)\n", + "])\n", + "\n", + "geo = DynamicGeo.from_library(spec, adrio_maker_library)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "geo['centroid']\n", + "geo['pop_density_km2']\n", + "geo.validate()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/doc/devlog/README.md b/doc/devlog/README.md index 5c875d00..54581123 100644 --- a/doc/devlog/README.md +++ b/doc/devlog/README.md @@ -53,6 +53,7 @@ This folder is a handy place to put Jupyter notebooks or other documents which h | 2024-04-25.ipynb | Tyler | ✓ | Integration test: epymorph cache utilities | | 2024-05-03.ipynb | Tyler | ✓ | Integration test: loading US Census geography from TIGER | | 2024-05-22.ipynb | Sachin | | Integrating particle filter with epymorph. Propagating the particles using epymorph simulation and plot the infection rates | +| 2024-06-03.ipynb | Trevor | | Integration test: using dynamic geos to fetch Census data | ## Contributing diff --git a/epymorph/data/geo/us_sw_counties_2015.geo b/epymorph/data/geo/us_sw_counties_2015.geo index 72c7296f..c5e51b96 100644 --- a/epymorph/data/geo/us_sw_counties_2015.geo +++ b/epymorph/data/geo/us_sw_counties_2015.geo @@ -1 +1 @@ -{"py/object": "epymorph.geo.spec.DynamicGeoSpec", "py/state": {"attributes": [{"py/object": "epymorph.simulation.AttributeDef", "py/state": ["label", "geo", {"py/type": "builtins.str"}, {"py/object": "epymorph.data_shape.Node"}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "label"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["population", "geo", {"py/type": "builtins.int"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "population"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["population_by_age", "geo", {"py/type": "builtins.int"}, {"py/object": "epymorph.data_shape.NodeAndArbitrary", "index": 3}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "population_by_age"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["centroid", "geo", [{"py/tuple": ["longitude", {"py/type": "builtins.float"}]}, {"py/tuple": ["latitude", {"py/type": "builtins.float"}]}], {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "centroid"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["geoid", "geo", {"py/type": "builtins.str"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "geoid"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["dissimilarity_index", "geo", {"py/type": "builtins.float"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "dissimilarity_index"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["median_income", "geo", {"py/type": "builtins.int"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "median_income"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["pop_density_km2", "geo", {"py/type": "builtins.float"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "pop_density_km2"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["commuters", "geo", {"py/type": "builtins.int"}, {"py/object": "epymorph.data_shape.NodeAndNode"}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "commuters"]}]}, null, null]}], "time_period": {"py/object": "epymorph.geo.spec.Year", "year": 2015}, "geography": {"py/object": "epymorph.geo.adrio.census.adrio_census.CensusGeography", "granularity": {"py/reduce": [{"py/type": "epymorph.geo.adrio.census.adrio_census.Granularity"}, {"py/tuple": [1]}]}, "filter": {"state": ["04", "08", "49", "35", "32"], "county": ["*"], "tract": ["*"], "block group": ["*"]}}, "source": {"label": "Census:name", "population": "Census", "population_by_age": "Census", "centroid": "Census", "geoid": "Census", "dissimilarity_index": "Census", "median_income": "Census", "pop_density_km2": "Census", "commuters": "Census"}}} \ No newline at end of file +{"py/object": "epymorph.geo.spec.DynamicGeoSpec", "py/state": {"attributes": [{"py/object": "epymorph.simulation.AttributeDef", "py/state": ["label", "geo", {"py/type": "builtins.str"}, {"py/object": "epymorph.data_shape.Node"}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "label"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["population", "geo", {"py/type": "builtins.int"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "population"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["population_by_age", "geo", {"py/type": "builtins.int"}, {"py/object": "epymorph.data_shape.NodeAndArbitrary", "index": 3}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "population_by_age"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["centroid", "geo", [{"py/tuple": ["longitude", {"py/type": "builtins.float"}]}, {"py/tuple": ["latitude", {"py/type": "builtins.float"}]}], {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "centroid"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["geoid", "geo", {"py/type": "builtins.str"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "geoid"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["dissimilarity_index", "geo", {"py/type": "builtins.float"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "dissimilarity_index"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["median_income", "geo", {"py/type": "builtins.int"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "median_income"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["pop_density_km2", "geo", {"py/type": "builtins.float"}, {"py/id": 5}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "pop_density_km2"]}]}, null, null]}, {"py/object": "epymorph.simulation.AttributeDef", "py/state": ["commuters", "geo", {"py/type": "builtins.int"}, {"py/object": "epymorph.data_shape.NodeAndNode"}, {"py/reduce": ["py/newobj", {"py/tuple": [{"py/type": "sympy.core.symbol.Symbol"}, "commuters"]}]}, null, null]}], "time_period": {"py/object": "epymorph.geo.spec.Year", "year": 2015}, "scope": {"py/object": "epymorph.geography.us_census.CountyScope", "includes_granularity": "state", "includes": ["04", "08", "49", "35", "32"], "year": 2010}, "source": {"label": "Census:name", "population": "Census", "population_by_age": "Census", "centroid": "Census", "geoid": "Census", "dissimilarity_index": "Census", "median_income": "Census", "pop_density_km2": "Census", "commuters": "Census"}}} \ No newline at end of file diff --git a/epymorph/error.py b/epymorph/error.py index de6692ee..7b9dd28b 100644 --- a/epymorph/error.py +++ b/epymorph/error.py @@ -58,6 +58,10 @@ def pretty(self) -> str: return str(self) + "".join((f"\n- {e}" for e in self.attribute_errors)) +class DataResourceException(Exception): + """Exception during resource loading from ADRIOs.""" + + class IpmValidationException(ValidationException): """Exception for invalid IPM.""" diff --git a/epymorph/geo/adrio/adrio.py b/epymorph/geo/adrio/adrio.py index 2c891cc6..1fca4e08 100644 --- a/epymorph/geo/adrio/adrio.py +++ b/epymorph/geo/adrio/adrio.py @@ -7,7 +7,8 @@ from numpy.typing import NDArray -from epymorph.geo.spec import Geography, TimePeriod +from epymorph.geo.spec import TimePeriod +from epymorph.geography.scope import GeoScope from epymorph.simulation import AttributeDef @@ -40,7 +41,7 @@ class ADRIOMaker(ABC): attributes: list[AttributeDef] @abstractmethod - def make_adrio(self, attrib: AttributeDef, geography: Geography, time_period: TimePeriod) -> ADRIO: + def make_adrio(self, attrib: AttributeDef, scope: GeoScope, time_period: TimePeriod) -> ADRIO: """Creates an ADRIO to fetch the specified attribute for the specified time and place.""" diff --git a/epymorph/geo/adrio/census/adrio_census.py b/epymorph/geo/adrio/census/adrio_census.py index 654661bb..35454b4c 100644 --- a/epymorph/geo/adrio/census/adrio_census.py +++ b/epymorph/geo/adrio/census/adrio_census.py @@ -1,42 +1,30 @@ import os -from copy import copy -from dataclasses import dataclass -from enum import Enum +from collections import defaultdict +from functools import partial import numpy as np from census import Census from geopandas import GeoDataFrame from numpy.typing import NDArray -from pandas import DataFrame, read_excel -from pygris import block_groups, counties, states, tracts +from pandas import DataFrame, Series, concat, read_excel +from shapely import area from epymorph.data_shape import Shapes from epymorph.data_type import CentroidDType -from epymorph.error import GeoValidationException +from epymorph.error import DataResourceException, GeoValidationException from epymorph.geo.adrio.adrio import ADRIO, ADRIOMaker -from epymorph.geo.spec import Geography, TimePeriod, Year +from epymorph.geo.spec import TimePeriod, Year +from epymorph.geography.us_census import (BLOCK_GROUP, COUNTY, STATE, TRACT, + BlockGroupScope, + CensusGranularityName, CensusScope, + CountyScope, StateScope, + StateScopeAll, TractScope) +from epymorph.geography.us_tiger import (get_block_groups_geo, + get_counties_geo, get_states_geo, + get_tracts_geo) from epymorph.simulation import AttributeDef, geo_attrib -class Granularity(Enum): - """Enumeration of Census granularity levels.""" - STATE = 0 - COUNTY = 1 - TRACT = 2 - CBG = 3 - - -@dataclass -class CensusGeography(Geography): - """Dataclass used to describe geographies for Census ADRIOs.""" - - granularity: Granularity - """The granularity level to fetch data from.""" - - filter: dict[str, list[str]] - """A list of locations to fetch data from as FIPS codes for relevant granularities.""" - - class ADRIOMakerCensus(ADRIOMaker): """ Census ADRIO template to serve as parent class and provide utility functions for Census-based ADRIOS. @@ -150,178 +138,91 @@ def __init__(self) -> None: raise Exception(msg) self.census = Census(api_key) - def make_adrio(self, attrib: AttributeDef, geography: Geography, time_period: TimePeriod) -> ADRIO: + def make_adrio(self, attrib: AttributeDef, scope: CensusScope, time_period: TimePeriod) -> ADRIO: if attrib not in self.attributes: msg = f"{attrib.name} is not supported for the Census data source." raise GeoValidationException(msg) - if not isinstance(geography, CensusGeography): - msg = f"Census ADRIO requires CensusGeography, given {type(geography)}." - raise GeoValidationException(msg) if not isinstance(time_period, Year): msg = f"Census ADRIO requires Year (TimePeriod), given {type(time_period)}." raise GeoValidationException(msg) - granularity = geography.granularity.value - nodes = geography.filter year = time_period.year if attrib.name == 'geoid': - return self._make_geoid_adrio(granularity, nodes, year) + return self._make_geoid_adrio(scope, year) elif attrib.name == 'population_by_age': - return self._make_population_adrio(granularity, nodes, year, 3) + return self._make_population_adrio(scope, year, 3) + elif attrib.name == 'population_by_age_x6': + return self._make_population_adrio(scope, year, 6) elif attrib.name == 'dissimilarity_index': - return self._make_dissimilarity_index_adrio(granularity, nodes, year) + return self._make_dissimilarity_index_adrio(scope, year) elif attrib.name == 'gini_index': - return self._make_gini_index_adrio(granularity, nodes, year) + return self._make_gini_index_adrio(scope, year) elif attrib.name == 'pop_density_km2': - return self._make_pop_density_adrio(granularity, nodes, year) + return self._make_pop_density_adrio(scope, year) elif attrib.name == 'centroid': - return self._make_centroid_adrio(granularity, nodes, year) + return self._make_centroid_adrio(scope) elif attrib.name == 'tract_median_income': - return self._make_tract_med_income_adrio(nodes, year) + return self._make_tract_med_income_adrio(scope, year) elif attrib.name == 'commuters': - return self._make_commuter_adrio(granularity, nodes, year) - else: - return self._make_simple_adrios(attrib, granularity, nodes, year) - - def fetch_acs5(self, variables: list[str], granularity: int, nodes: dict[str, list[str]], year: int) -> DataFrame: - """Utility function to fetch Census data by building queries from ADRIO data.""" - # verify node types and convert to strings usable by census api - states = nodes.get('state') - counties = nodes.get('county') - tracts = nodes.get('tract') - cbg = nodes.get('block group') - if type(states) is list: - states = ','.join(states) - if type(counties) is list: - counties = ','.join(counties) - if type(tracts) is list: - tracts = ','.join(tracts) - if type(cbg) is list: - cbg = ','.join(cbg) - - # fetch and sort data according to granularity - if granularity == Granularity.STATE.value: - data = self.census.acs5.get( - variables, {'for': f'state: {states}'}, year=year) - sort_param = ['state'] - elif granularity == Granularity.COUNTY.value: - data = self.census.acs5.get( - variables, {'for': f'county: {counties}', 'in': f'state: {states}'}, year=year) - sort_param = ['state', 'county'] - elif granularity == Granularity.TRACT.value: - data = self.census.acs5.get(variables, { - 'for': f'tract: {tracts}', 'in': f'state: {states} county: {counties}'}, year=year) - sort_param = ['state', 'county', 'tract'] + return self._make_commuter_adrio(scope, year) else: - data = self.census.acs5.get(variables, { - 'for': f'block group: {cbg}', 'in': f'state: {states} county: {counties} tract: {tracts}'}, year=year) - sort_param = ['state', 'county', 'tract', 'block group'] + return self._make_simple_adrios(attrib, scope, year) - data_df = DataFrame.from_records(data) + def fetch_acs5(self, variables: list[str], scope: CensusScope, year: int) -> DataFrame: + """Utility function to fetch Census data by building queries from ADRIO data and sorting the result.""" + queries = self.make_acs5_queries(scope) - data_df = data_df.sort_values(by=sort_param) - data_df.reset_index(inplace=True) + # fetch and combine all queries + df = concat([ + DataFrame.from_records( + self.census.acs5.get(variables, geo=query, year=year) + ) + for query in queries + ]) - # return data to adrio for processing - return data_df + if df.empty: + msg = "ACS5 query returned empty. Ensure all geographies included in your scope are supported and try again." + raise DataResourceException(msg) - def fetch_sf(self, granularity: int, nodes: dict[str, list[str]], year: int) -> GeoDataFrame: - """Utility function to fetch shape files from Census for specified regions.""" - state_fips = nodes.get('state') - county_fips = nodes.get('county') - tract_fips = nodes.get('tract') - cbg_fips = nodes.get('block group') - - # call appropriate pygris function based on granularity and sort result - if granularity == Granularity.STATE.value: - data_df = states(year=year) - data_df = data_df.rename(columns={'STATEFP': 'state'}) - - if state_fips is not None and state_fips[0] != '*': - data_df = data_df.loc[data_df['state'].isin(state_fips)] + df = self.concatenate_fips(df, scope.granularity) - sort_param = ['state'] + return df - elif granularity == Granularity.COUNTY.value: - if state_fips is None or '*' in state_fips: - data_df = counties(year=year) - else: - data_df = counties(state=state_fips, year=year) - data_df = data_df.rename(columns={'STATEFP': 'state', 'COUNTYFP': 'county'}) - - if county_fips is not None and county_fips[0] != '*': - data_df = data_df.loc[data_df['county'].isin(county_fips)] - - sort_param = ['state', 'county'] - - elif granularity == Granularity.TRACT.value: - if state_fips is not None and state_fips[0] != '*' and county_fips is not None and county_fips[0] != '*': - data_df = GeoDataFrame() - # tract and block group level files cannot be fetched using lists - # several queries must be made and merged instead - for i in range(len(state_fips)): - for j in range(len(county_fips)): - current_data = tracts( - state=state_fips[i], county=county_fips[j], year=year) - - if len(data_df.index) > 0: - data_df = data_df.merge( - current_data, on=['STATEFP', 'COUNTYFP', 'TRACTCE']) - else: - data_df = current_data - else: - msg = "Data could not be retrieved due to missing state or county fips codes. \ - Wildcard specifier(*) cannot be used for tract level data." - raise Exception(msg) + def fetch_sf(self, scope: CensusScope) -> GeoDataFrame: + """Utility function to fetch shape files from Census for specified regions.""" - data_df = data_df.rename( - columns={'STATEFP': 'state', 'COUNTYFP': 'county', 'TRACTCE': 'tract'}) + # call appropriate pygris function based on granularity and sort result + match scope: + case StateScopeAll() | StateScope(): + df = get_states_geo(year=scope.year) - if tract_fips is not None and tract_fips[0] != '*': - data_df = data_df.loc[data_df['tract'].isin(tract_fips)] + case CountyScope(): + df = get_counties_geo(year=scope.year) - sort_param = ['state', 'county', 'tract'] + case TractScope(): + df = get_tracts_geo(year=scope.year) - else: - state_fips = nodes.get('state') - county_fips = nodes.get('county') - if state_fips is not None and state_fips[0] != '*' and county_fips is not None and county_fips[0] != '*': - data_df = GeoDataFrame() - for i in range(len(state_fips)): - for j in range(len(county_fips)): - current_data = block_groups( - state=state_fips[i], county=county_fips[j], year=year) - if len(data_df.index) > 0: - data_df = data_df.merge( - current_data, on=['STATEFP', 'COUNTYFP', 'TRACTCE', 'BLKGRPCE']) - else: - data_df = current_data - else: - msg = "Data could not be retrieved due to missing state or county fips codes. \ - Wildcard specifier(*) cannot be used for block group level data." - raise Exception(msg) + case BlockGroupScope(): + df = get_block_groups_geo(year=scope.year) - data_df = data_df.rename( - columns={'STATEFP': 'state', 'COUNTYFP': 'county', 'TRACTCE': 'tract', 'BLKGRPCE': 'block group'}) - if cbg_fips is not None and cbg_fips[0] != '*': - data_df = data_df.iloc[data_df['block group'].isin(cbg_fips)] + case _: + raise DataResourceException("Unsupported query.") - sort_param = ['state', 'county', 'block group'] + df = df.rename(columns={'GEOID': 'geoid'}) - data_df = GeoDataFrame(data_df.sort_values(by=sort_param)) - data_df.reset_index(drop=True, inplace=True) + df = df.loc[df['geoid'].isin(scope.get_node_ids())] - return data_df + return GeoDataFrame(df) - def fetch_commuters(self, granularity: int, nodes: dict[str, list[str]], year: int) -> DataFrame: + def fetch_commuters(self, scope: CensusScope, year: int) -> DataFrame: """ Utility function to fetch commuting data from .xslx format filtered down to requested regions. """ # check for invalid granularity - if granularity == Granularity.CBG.value or granularity == Granularity.TRACT.value: - msg = "Error: Commuting data cannot be retrieved for tract or block group granularities" - raise Exception(msg) + if isinstance(scope, TractScope) or isinstance(scope, BlockGroupScope): + msg = "Commuting data cannot be retrieved for tract or block group granularities" + raise DataResourceException(msg) # check for valid year if year not in [2010, 2015, 2020]: @@ -335,14 +236,11 @@ def fetch_commuters(self, granularity: int, nodes: dict[str, list[str]], year: i year = 2020 else: msg = "Invalid year. Communting data is only available for 2008-2022" - raise Exception(msg) + raise DataResourceException(msg) print( f"Commuting data cannot be retrieved for {passed_year}, fetching {year} data instead.") - states = copy(nodes.get('state')) - counties = copy(nodes.get('county')) - if year != 2010: url = f'https://www2.census.gov/programs-surveys/demo/tables/metro-micro/{year}/commuting-flows-{year}/table1.xlsx' @@ -356,7 +254,7 @@ def fetch_commuters(self, granularity: int, nodes: dict[str, list[str]], year: i ['wrk_' + field for field in group_fields] + \ ['workers', 'moe'] - header_num = 6 + header_num = 7 else: url = 'https://www2.census.gov/programs-surveys/demo/tables/metro-micro/2010/commuting-employment-2010/table1.xlsx' @@ -364,289 +262,380 @@ def fetch_commuters(self, granularity: int, nodes: dict[str, list[str]], year: i all_fields = ['res_state_code', 'res_county_code', 'wrk_state_code', 'wrk_county_code', 'workers', 'moe', 'res_state', 'res_county', 'wrk_state', 'wrk_county'] - header_num = 3 + header_num = 4 # download communter data spreadsheet as a pandas dataframe data = read_excel(url, header=header_num, names=all_fields, dtype={ 'res_state_code': str, 'wrk_state_code': str, 'res_county_code': str, 'wrk_county_code': str}) - if states is not None: - # states specified - if states[0] != '*': + match scope: + case StateScopeAll(): + # remove nodes not in acs5 data for all states case + data = data.loc[data['res_state_code'].isin(scope.get_node_ids())] + data = data.loc[data['wrk_state_code'].isin( + '0' + x for x in scope.get_node_ids())] + + case StateScope('state', includes) | CountyScope('state', includes): + states = list(includes) data = data.loc[data['res_state_code'].isin(states)] - for i in range(len(states)): - states[i] = states[i].zfill(3) + for state in range(len(states)): + states[state] = states[state].zfill(3) data = data.loc[data['wrk_state_code'].isin(states)] - # wildcard case - else: - data = data.loc[data['res_state_code'] < '57'] - data = data.loc[data['res_state_code'] != '11'] - data = data.loc[data['wrk_state_code'] < '057'] - data = data.loc[data['wrk_state_code'] != '011'] + case CountyScope('county', includes): + data['res_county_full'] = data['res_state_code'] + \ + data['res_county_code'] + data['wrk_county_full'] = data['wrk_state_code'] + \ + data['wrk_county_code'] + data = data.loc[data['res_county_full'].isin(includes)] + data = data.loc[data['wrk_county_full'].isin( + ['0' + x for x in includes])] - if granularity == Granularity.COUNTY.value: - if counties is not None and counties[0] != '*': - data = data.loc[data['res_county_code'].isin(counties)] - data = data.loc[data['wrk_county_code'].isin(counties)] + case _: + raise DataResourceException("Unsupported query.") return data - def _make_geoid_adrio(self, granularity: int, nodes: dict[str, list[str]], year: int) -> ADRIO: + def make_acs5_queries(self, scope: CensusScope) -> list[dict[str, str]]: + """Formats scope geography information into dictionaries usable in census queries.""" + match scope: + case StateScopeAll(): + queries = [{"for": "state:*"}] + + case StateScope('state', includes): + queries = [{"for": f"state:{','.join(includes)}"}] + + case CountyScope('state', includes): + queries = [{ + "for": "county:*", + "in": f"state:{','.join(includes)}", + }] + + case CountyScope('county', includes): + counties_by_state: dict[str, list[str]] = defaultdict(list) + for state, county in map(COUNTY.decompose, includes): + counties_by_state[state].append(county) + queries = [ + {"for": f"county:{','.join(cs)}", "in": f"state:{s}"} + for s, cs in counties_by_state.items() + ] + + case TractScope('state', includes): + queries = [{ + "for": "tract:*", + "in": f"state:{','.join(includes)} county:*", + }] + + case TractScope('county', includes): + counties_by_state: dict[str, list[str]] = defaultdict(list) + for state, county in map(COUNTY.decompose, includes): + counties_by_state[state].append(county) + queries = [ + {"for": "tract:*", + "in": f"state:{s} county:{','.join(cs)}"} + for s, cs in counties_by_state.items() + ] + + case TractScope('tract', includes): + tracts_by_county: dict[str, list[str]] = defaultdict(list) + + for state, county, tract in map(TRACT.decompose, includes): + tracts_by_county[state + county].append(tract) + + queries = [ + {"for": f"tract:{','.join(tracts_by_county[state + county])}", + "in": f"state:{state} county:{county}"} + for state, county in [COUNTY.decompose(c) for c in tracts_by_county.keys()] + ] + + case BlockGroupScope('state', includes): + # This wouldn't normally need to be multiple queries, + # but Census API won't let you fetch CBGs for multiple states. + states = {STATE.extract(x) for x in includes} + queries = [ + {"for": "block group:*", "in": f"state:{s} county:* tract:*"} + for s in states + ] + + case BlockGroupScope('county', includes): + counties_by_state: dict[str, list[str]] = defaultdict(list) + for state, county in map(COUNTY.decompose, includes): + counties_by_state[state].append(county) + queries = [ + {"for": "block group:*", + "in": f"state:{s} county:{','.join(cs)} tract:*"} + for s, cs in counties_by_state.items() + ] + + case BlockGroupScope('tract', includes): + tracts_by_county: dict[str, list[str]] = defaultdict(list) + + for state, county, tract in map(TRACT.decompose, includes): + tracts_by_county[state + county].append(tract) + + queries = [ + {"for": f"block group:*", + "in": f"state:{state} county:{county} tract:{','.join(tracts_by_county[state + county])}"} + for state, county in [COUNTY.decompose(c) for c in tracts_by_county.keys()] + ] + + case BlockGroupScope('block group', includes): + block_groups_by_tract: dict[str, list[str]] = defaultdict(list) + + for state, county, tract, block_group in map(BLOCK_GROUP.decompose, includes): + block_groups_by_tract[state + county + tract].append(block_group) + + queries = [ + {"for": f"block group:{'.'.join(block_groups_by_tract[state + county + tract])}", + "in": f"state:{state} county:{county} tract:{tract}"} + for state, county, tract in [TRACT.decompose(t) for t in block_groups_by_tract.keys()] + ] + + case _: + raise DataResourceException("Unsupported query.") + + return queries + + def concatenate_fips(self, df: DataFrame, granularity: CensusGranularityName) -> DataFrame: + """ + Adds column to dataframe resulting from an acs5 query that is a concatination + of all component fips codes up to the specified granularity. + Returns dataframe sorted by new column named 'geoid'. + """ + columns: list[str] = { + 'state': ['state'], + 'county': ['state', 'county'], + 'tract': ['state', 'county', 'tract'], + 'block group': ['state', 'county', 'tract', 'block group'], + }[granularity] + df['geoid'] = df[columns].apply(lambda xs: ''.join(xs), axis=1) + df = df.sort_values(by='geoid') + + return df + + def _validate_result(self, scope: CensusScope, data: Series): + """Ensures that data produced for an attribute contains exactly one entry for every node in the scope.""" + if set(data) != set(scope.get_node_ids()): + msg = "Attribute result missing data for geographies in scope or contains data for geographies not supported by ACS5." + raise DataResourceException(msg) + + def _make_geoid_adrio(self, scope: CensusScope, year: int) -> ADRIO: """Makes an ADRIO to retrieve GEOID.""" def fetch() -> NDArray: - data_df = self.fetch_acs5( - self.attrib_vars['geoid'], granularity, nodes, year) - # strange interaction here - name field is fetched only because a field is required - data_df = data_df.drop(columns='NAME') - - # concatenate individual fips codes to yield geoid - output = list() - for i in range(len(data_df.index)): - # state geoid is the same as fips code - no action required - if granularity == Granularity.STATE.value: - output.append(str(data_df.loc[i, 'state'])) - elif granularity == Granularity.COUNTY.value: - output.append(str(data_df.loc[i, 'state']) + - str(data_df.loc[i, 'county'])) - elif granularity == Granularity.TRACT.value: - output.append(str( - data_df.loc[i, 'state']) + str(data_df.loc[i, 'county']) + str(data_df.loc[i, 'tract'])) - else: - output.append(str(data_df.loc[i, 'state']) + str(data_df.loc[i, 'county']) + str( - data_df.loc[i, 'tract']) + str(data_df.loc[i, 'block group'])) - - return np.array(output, dtype=np.str_) + df = self.fetch_acs5(self.attrib_vars['geoid'], scope, year) + + self._validate_result(scope, df['geoid']) + + return df['geoid'].to_numpy(dtype=str) return ADRIO('geoid', fetch) - def _make_population_adrio(self, granularity: int, nodes: dict[str, list[str]], year: int, num_groups: int) -> ADRIO: + def _make_population_adrio(self, scope: CensusScope, year: int, num_groups: int) -> ADRIO: """Makes an ADRIO to retrieve population data split into 3 or 6 age groups.""" def fetch() -> NDArray: - data_df = self.fetch_acs5(self.population_query, granularity, nodes, year) - # calculate population of each age bracket and enter into a numpy array to return - output = np.zeros((len(data_df.index), num_groups), dtype=np.int64) - pop = [0, 0, 0, 0, 0, 0] - for i in range(len(data_df.index)): - for j in range(len(data_df.iloc[i].index)): - if j >= 0 and j < 10: - pop[0] += data_df.iloc[i].iloc[j] - elif j >= 10 and j < 20: - pop[1] += data_df.iloc[i].iloc[j] - elif j >= 20 and j < 28: - pop[2] += data_df.iloc[i].iloc[j] - elif j >= 28 and j < 34: - pop[3] += data_df.iloc[i].iloc[j] - elif j >= 34 and j < 40: - pop[4] += data_df.iloc[i].iloc[j] - elif j < 47: - pop[5] += data_df.iloc[i].iloc[j] - - if num_groups == 3: - output[i] = [pop[0], pop[1] + pop[2] + pop[3], pop[4] + pop[5]] - else: - output[i] = pop + def group_cols(first: int, last: int, source: DataFrame) -> Series: + result = source[f"B01001_{first:03d}E"] + for line in range(first + 1, last + 1): + result = result + source[f"B01001_{line:03d}E"] + return result - return output + df = self.fetch_acs5(self.population_query, scope, year) + + self._validate_result(scope, df['geoid']) + + group = partial(group_cols, source=df) + + if num_groups == 3: + output = DataFrame({'pop_0-19': group(3, 7) + group(27, 31), + 'pop_20-64': group(8, 19) + group(32, 43), + 'pop_65+': group(20, 25) + group(44, 49)}) + else: + output = DataFrame({'pop_0-19': group(3, 7) + group(27, 31), + 'pop_20-34': group(8, 12) + group(32, 36), + 'pop_35-54': group(13, 16) + group(37, 40), + 'pop_55-64': group(17, 19) + group(41, 43), + 'pop_65-75': group(20, 22) + group(44, 46), + 'pop_75+': group(23, 25) + group(47, 49)}) + + return output.to_numpy(dtype=int) if num_groups == 3: return ADRIO('population_by_age', fetch) else: return ADRIO('population_by_age_x6', fetch) - def _make_dissimilarity_index_adrio(self, granularity: int, nodes: dict[str, list[str]], year: int) -> ADRIO: + def _make_dissimilarity_index_adrio(self, scope: CensusScope, year: int) -> ADRIO: """Makes an ADRIO to retrieve dissimilarity index.""" + if isinstance(scope, BlockGroupScope): + msg = "Dissimilarity index cannot be retreived for block group scope." + raise DataResourceException(msg) + def fetch() -> NDArray: - data_df = self.fetch_acs5( - self.attrib_vars['dissimilarity_index'], granularity, nodes, year) - data_df2 = self.fetch_acs5( - self.attrib_vars['dissimilarity_index'], granularity + 1, nodes, year) - - output = np.zeros(len(data_df2.index), dtype=np.float64) - - # loop for counties - j = 0 - for i in range(len(data_df2.index)): - # assign county fip to variable - county_fip = data_df2.iloc[i][str( - Granularity(granularity).name).lower()] - # loop for all tracts in county (while fip == variable) - sum = 0.0 - while data_df.iloc[j][str(Granularity(granularity).name).lower()] == county_fip and j < len(data_df.index) - 1: - # preliminary calculations - tract_minority = data_df.iloc[j]['B03002_004E'] + \ - data_df.iloc[j]['B03002_014E'] - county_minority = data_df2.iloc[i]['B03002_004E'] + \ - data_df2.iloc[i]['B03002_014E'] - tract_majority = data_df.iloc[j]['B03002_003E'] + \ - data_df.iloc[j]['B03002_013E'] - county_majority = data_df2.iloc[i]['B03002_003E'] + \ - data_df2.iloc[i]['B03002_013E'] - - # run calculation sum += ( |minority(tract) / minority(county) - majority(tract) / majority(county)| ) - if county_minority != 0 and county_majority != 0: - sum = sum + abs(tract_minority / county_minority - - tract_majority / county_majority) - j += 1 - - sum *= .5 - if sum == 0.: - sum = 0.5 - - # assign current output element to sum - output[i] = sum + vars = self.attrib_vars['dissimilarity_index'] + df = self.fetch_acs5(vars, scope, year) + df2 = self.fetch_acs5(vars, scope.lower_granularity(), year) + df2 = self.concatenate_fips(df2, scope.granularity) - return output + df['high_majority'] = df[vars[0]] + df[vars[1]] + df2['low_majority'] = df2[vars[0]] + df2[vars[1]] + df['high_minority'] = df[vars[2]] + df[vars[3]] + df2['low_minority'] = df2[vars[2]] + df2[vars[3]] + + df3 = df.merge(df2, on='geoid') + + df3['score'] = abs(df3['low_minority'] / df3['high_minority'] - + df3['low_majority'] / df3['high_majority']) + df3 = df3.groupby('geoid').sum() + df3['score'] *= .5 + df3['score'] = df3['score'].replace(0., 0.5) + df3 = df3.reset_index() + + self._validate_result(scope, df3['geoid']) + + return df3['score'].to_numpy(dtype=float) return ADRIO('dissimilarity_index', fetch) - def _make_gini_index_adrio(self, granularity: int, nodes: dict[str, list[str]], year: int) -> ADRIO: + def _make_gini_index_adrio(self, scope: CensusScope, year: int) -> ADRIO: """Makes an ADRIO to retrieve gini index.""" def fetch() -> NDArray: - data_df = self.fetch_acs5( - self.attrib_vars['gini_index'], granularity, nodes, year) - data_df2 = None - data_df['B19083_001E'] = data_df['B19083_001E'].astype( - np.float64).fillna(0.5).replace(-666666666, 0.5) + var = self.attrib_vars['gini_index'] + df = self.fetch_acs5(var, scope, year) + df[var] = df[var].astype(np.float64).fillna(0.5).replace(-666666666, 0.5) # set cbg data to that of the parent tract if geo granularity = cbg - if granularity == Granularity.CBG.value: + if isinstance(scope, BlockGroupScope): print( - 'Gini Index cannot be retrieved for block group level, fetching tract level data instead.') - data_df2 = self.fetch_acs5( - self.attrib_vars['gini_index'], granularity - 1, nodes, year) - j = 0 - for i in range(len(data_df.index)): - tract_fip = data_df.loc[i, 'tract'] - while data_df2.loc[j, 'tract'] == tract_fip and j < len(data_df2.index) - 1: - data_df2.loc[j, 'B01001_001E'] = data_df.loc[i, 'B19083_001E'] - j += 1 - data_df = data_df2 - return data_df[self.attrib_vars['gini_index']].to_numpy(dtype=np.float64).squeeze() + "Gini Index cannot be retrieved for block group level, fetching tract level data instead.") + df2 = self.fetch_acs5(var, scope.raise_granularity(), scope.year) + df['merge_geoid'] = df['geoid'].apply(lambda x: x[:-1]) + df = df.drop(columns=var) + + df = df.merge(df2, left_on='merge_geoid', + right_on='geoid', suffixes=(None, '_y')) + + self._validate_result(scope, df['geoid']) + + return df[var].to_numpy(dtype=float).squeeze() return ADRIO('gini_index', fetch) - def _make_pop_density_adrio(self, granularity: int, nodes: dict[str, list[str]], year: int) -> ADRIO: + def _make_pop_density_adrio(self, scope: CensusScope, year: int) -> ADRIO: """Makes an ADRIO to retrieve population density per km2.""" def fetch() -> NDArray: - data_df = self.fetch_acs5( - self.attrib_vars['pop_density_km2'], granularity, nodes, year) - geo_df = self.fetch_sf(granularity, nodes, year) - # merge census data with shapefile data - if granularity == Granularity.STATE.value: - geo_df = geo_df.merge(data_df, on=['state']) - elif granularity == Granularity.COUNTY.value: - geo_df = geo_df.merge(data_df, on=['state', 'county']) - elif granularity == Granularity.TRACT.value: - geo_df = geo_df.merge(data_df, on=['state', 'county', 'tract']) - else: - geo_df = geo_df.merge( - data_df, on=['state', 'county', 'tract', 'block group']) - - # calculate population density, storing it in a numpy array to return - output = np.zeros(len(geo_df.index), dtype=np.float64) - for i in range(len(geo_df.index)): - output[i] = round(int(geo_df.iloc[i]['B01003_001E']) / - (geo_df.iloc[i]['ALAND'] / 1e6)) - return output + df = self.fetch_acs5( + self.attrib_vars['pop_density_km2'], scope, year) + geo_df = self.fetch_sf(scope) + + geo_df = geo_df.merge(df, on='geoid') + + self._validate_result(scope, geo_df['geoid']) + + # calculate population density + output = geo_df['B01003_001E'] / (area(geo_df['geometry']) / 1e6) + + return output.to_numpy(dtype=float) return ADRIO('pop_density_km2', fetch) - def _make_centroid_adrio(self, granularity: int, nodes: dict[str, list[str]], year: int): + def _make_centroid_adrio(self, scope: CensusScope) -> ADRIO: """Makes an ADRIO to retrieve geographic centroid coordinates.""" def fetch() -> NDArray: - data_df = self.fetch_sf(granularity, nodes, year) - # map node's name to its centroid in a numpy array and return - output = np.zeros(len(data_df.index), dtype=CentroidDType) - for i in range(len(data_df.index)): - output[i] = data_df.iloc[i]['geometry'].centroid.coords[0] + df = self.fetch_sf(scope) - return output + output = DataFrame( + {'geoid': df['geoid'], 'centroid': df['geometry'].apply(lambda x: x.centroid.coords[0])}) + + self._validate_result(scope, output['geoid']) + + return output['centroid'].to_numpy(dtype=CentroidDType) return ADRIO('centroid', fetch) - def _make_tract_med_income_adrio(self, nodes: dict[str, list[str]], year: int) -> ADRIO: + def _make_tract_med_income_adrio(self, scope: CensusScope, year: int) -> ADRIO: """Makes an ADRIO to retrieve median income at the Census tract level.""" def fetch() -> NDArray: - data_df = self.fetch_acs5( - self.attrib_vars['median_income'], Granularity.TRACT.value, nodes, year) - data_df2 = self.fetch_acs5( - self.attrib_vars['median_income'], Granularity.CBG.value, nodes, year) - data_df = data_df.fillna(0).replace(-666666666, 0) - # set cbg data to that of the parent tract - j = 0 - for i in range(len(data_df.index)): - tract_fip = data_df.loc[i, 'tract'] - while data_df2.loc[j, 'tract'] == tract_fip and j < len(data_df2.index) - 1: - data_df2.loc[j, 'B19013_001E'] = data_df.loc[i, 'B19013_001E'] - j += 1 - data_df = data_df2 - data_df = data_df.fillna(0).replace(-666666666, 0) - return data_df[self.attrib_vars['median_income']].to_numpy(dtype=np.int64).squeeze() + if isinstance(scope, BlockGroupScope): + var = self.attrib_vars['tract_median_income'] + # query median income at cbg and tract level + df = self.fetch_acs5(['NAME'], scope, year) + df2 = self.fetch_acs5(var, scope.raise_granularity(), year) + df2 = df2.fillna(0).replace(-666666666, 0) + + df['tract_geoid'] = df['geoid'].apply(lambda x: x[:-1]) + df = df.merge(df2, left_on='tract_geoid', + right_on='geoid', suffixes=(None, '_y')) + + self._validate_result(scope, df['geoid']) + + return df[var].to_numpy(dtype=int).squeeze() + + else: + msg = "Tract median income can only be retrieved for block group scope." + raise DataResourceException(msg) + return ADRIO('tract_median_income', fetch) - def _make_commuter_adrio(self, granularity: int, nodes: dict[str, list[str]], year: int) -> ADRIO: + def _make_commuter_adrio(self, scope: CensusScope, year: int) -> ADRIO: """Makes an ADRIO to retrieve ACS commuting flow data.""" def fetch() -> NDArray: - data_df = self.fetch_commuters(granularity, nodes, year) + df = self.fetch_commuters(scope, year) # state level - if granularity == Granularity.STATE.value: + if isinstance(scope, StateScope) or isinstance(scope, StateScopeAll): # get unique state identifier - unique_states = ('0' + data_df['res_state_code']).unique() + unique_states = ('0' + df['res_state_code']).unique() state_len = np.count_nonzero(unique_states) # create dictionary to be used as array indices states_enum = enumerate(unique_states) - states_dict = dict((j, i) for i, j in states_enum) + states_dict = dict((y, x) for x, y in states_enum) # group and aggregate data - data_group = data_df.groupby(['res_state_code', 'wrk_state_code']) - data_df = data_group.agg({'workers': 'sum'}) + data_group = df.groupby(['res_state_code', 'wrk_state_code']) + df = data_group.agg({'workers': 'sum'}) + df = df.reset_index() # create and return array for each state - output = np.zeros((state_len, state_len), dtype=np.int64) + output = np.zeros((state_len, state_len), dtype=int) # fill array with commuting data - for i, row in data_df.iterrows(): - if type(i) is tuple: - x = states_dict.get('0' + i[0]) - y = states_dict.get(i[1]) + for state in range(len(df.index)): + x = states_dict.get('0' + df.iloc[state]['res_state_code']) + y = states_dict.get(df.iloc[state]['wrk_state_code']) - output[x][y] = row['workers'] + output[x][y] = df.iloc[state]['workers'] # county level else: # get unique identifier for each county - geoid_df = DataFrame() - geoid_df['geoid'] = '0' + data_df['res_state_code'] + \ - data_df['res_county_code'] - unique_counties = geoid_df['geoid'].unique() + df['res_geoid'] = '0' + df['res_state_code'] + df['res_county_code'] + df['wrk_geoid'] = df['wrk_state_code'] + df['wrk_county_code'] + unique_counties = df['res_geoid'].unique() # create empty output array county_len = np.count_nonzero(unique_counties) - output = np.zeros((county_len, county_len), dtype=np.int64) + output = np.zeros((county_len, county_len), dtype=int) # create dictionary to be used as array indices counties_enum = enumerate(unique_counties) - counties_dict = dict((j, i) for i, j in counties_enum) + counties_dict = dict((fips, index) for index, fips in counties_enum) - data_df.reset_index(drop=True, inplace=True) + df.reset_index(drop=True, inplace=True) # fill array with commuting data - for i in range(len(data_df.index)): - x = counties_dict.get('0' + - data_df.iloc[i]['res_state_code'] + data_df.iloc[i]['res_county_code']) - y = counties_dict.get( - data_df.iloc[i]['wrk_state_code'] + data_df.iloc[i]['wrk_county_code']) + for county in range(len(df.index)): + x = counties_dict.get(df.iloc[county]['res_geoid']) + y = counties_dict.get(df.iloc[county]['wrk_geoid']) - output[x][y] = data_df.iloc[i]['workers'] + output[x][y] = df.iloc[county]['workers'] return output return ADRIO('commuters', fetch) - def _make_simple_adrios(self, attrib: AttributeDef, granularity: int, nodes: dict[str, list[str]], year: int) -> ADRIO: + def _make_simple_adrios(self, attrib: AttributeDef, scope: CensusScope, year: int) -> ADRIO: """Makes ADRIOs for simple attributes that require no additional postprocessing.""" def fetch() -> NDArray: - data_df = self.fetch_acs5( - self.attrib_vars[attrib.name], granularity, nodes, year) - if attrib.name == 'median_income' or attrib.name == 'median_age': - data_df = data_df.fillna(0).replace(-666666666, 0) + df = self.fetch_acs5( + self.attrib_vars[attrib.name], scope, year) + df = df.fillna(0).replace(-666666666, 0) + + self._validate_result(scope, df['geoid']) - return data_df[self.attrib_vars[attrib.name]].to_numpy(dtype=attrib.dtype).squeeze() + return df[self.attrib_vars[attrib.name]].to_numpy(dtype=attrib.dtype).squeeze() return ADRIO(attrib.name, fetch) diff --git a/epymorph/geo/dynamic.py b/epymorph/geo/dynamic.py index 5e6a5ec4..8fa9b3b5 100644 --- a/epymorph/geo/dynamic.py +++ b/epymorph/geo/dynamic.py @@ -64,7 +64,7 @@ def from_library(cls, spec: DynamicGeoSpec, adrio_maker_library: ADRIOMakerLibra # Make and store adrio. adrio = makers[maker_name].make_adrio( adrio_attrib, - spec.geography, + spec.scope, spec.time_period ) adrios[attr.name] = adrio @@ -79,7 +79,7 @@ def __init__(self, spec: DynamicGeoSpec, adrios: dict[str, ADRIO]): raise ValueError("Geo must contain an attribute called 'label'.") self._adrios = adrios labels = self._adrios[LABEL.name].get_value() - super().__init__(spec, len(labels)) + super().__init__(spec, labels.size) # events self.fetch_start = Event() diff --git a/epymorph/geo/spec.py b/epymorph/geo/spec.py index 6c12c6f3..b9fab37a 100644 --- a/epymorph/geo/spec.py +++ b/epymorph/geo/spec.py @@ -16,6 +16,7 @@ from epymorph.data_shape import DataShape, Shapes from epymorph.data_type import DataDType from epymorph.error import GeoValidationException +from epymorph.geography.scope import GeoScope from epymorph.simulation import AttributeDef, geo_attrib from epymorph.sympy_shim import to_symbol from epymorph.util import NumpyTypeError, check_ndarray @@ -164,7 +165,7 @@ class StaticGeoSpec(GeoSpec): @dataclass class DynamicGeoSpec(GeoSpec): """The spec for a DynamicGeo.""" - geography: Geography + scope: GeoScope source: dict[str, str] diff --git a/epymorph/geography/scope.py b/epymorph/geography/scope.py index aa15b63d..1fe69510 100644 --- a/epymorph/geography/scope.py +++ b/epymorph/geography/scope.py @@ -8,6 +8,11 @@ class GeoScope(Protocol): """The common interface expected of all geo scopes.""" + @property + def nodes(self) -> int: + """The number of nodes in this scope.""" + return len(self.get_node_ids()) + @abstractmethod def get_node_ids(self) -> NDArray[np.str_]: """Retrieve the complete list of node IDs included in this scope.""" diff --git a/epymorph/geography/us_census.py b/epymorph/geography/us_census.py index 444f73de..b0bc21fe 100644 --- a/epymorph/geography/us_census.py +++ b/epymorph/geography/us_census.py @@ -22,7 +22,7 @@ save_bundle_to_cache) from epymorph.error import GeographyError from epymorph.geography.scope import GeoScope -from epymorph.util import prefix +from epymorph.util import filter_unique, prefix CensusGranularityName = Literal['state', 'county', 'tract', 'block group', 'block'] """The name of a supported Census granularity.""" @@ -257,6 +257,8 @@ def get_census_granularity(name: CensusGranularityName) -> CensusGranularity: _GEOGRAPHY_CACHE_PATH = Path("geography") +_CACHE_VERSION = 2 + ModelT = TypeVar('ModelT', bound=NamedTuple) @@ -265,14 +267,14 @@ def _load_cached(relpath: str, on_miss: Callable[[], ModelT], on_hit: Callable[. # but Pylance seems to have problems tracking the return type properly with that implementation path = _GEOGRAPHY_CACHE_PATH.joinpath(relpath) try: - content = load_bundle_from_cache(path, 1) + content = load_bundle_from_cache(path, _CACHE_VERSION) with np.load(content['data.npz']) as data_npz: return on_hit(**data_npz) except CacheMiss: data = on_miss() data_bytes = BytesIO() np.savez_compressed(data_bytes, **data._asdict()) - save_bundle_to_cache(path, 1, {'data.npz': data_bytes}) + save_bundle_to_cache(path, _CACHE_VERSION, {'data.npz': data_bytes}) return data @@ -440,6 +442,23 @@ class CensusScope(GeoScope): @abstractmethod def get_node_ids(self) -> NDArray[np.str_]: ... + @abstractmethod + def raise_granularity(self) -> 'CensusScope': + """ + Return a scope with granularity one level higher than this. + This may have the effect of widening the scope; for example, + raising a TractScope which is filtered to a set of tracts will + result in a CountyScope containing the counties that contained our + tracts. Raises GeographyError if the granularity cannot be raised. + """ + + @abstractmethod + def lower_granularity(self) -> 'CensusScope': + """ + Return a scope with granularity one level lower than this. + Raises GeographyError if the granularity cannot be lowered. + """ + @dataclass(frozen=True) class StateScopeAll(CensusScope): @@ -451,6 +470,13 @@ class StateScopeAll(CensusScope): def get_node_ids(self) -> NDArray[np.str_]: return get_us_states(self.year).geoid + def raise_granularity(self) -> CensusScope: + raise GeographyError("No granularity higher than state.") + + def lower_granularity(self) -> 'CountyScope': + """Create and return CountyScope object with identical properties.""" + return CountyScope('state', ['*'], self.year) + @dataclass(frozen=True) class StateScope(CensusScope): @@ -488,6 +514,13 @@ def get_node_ids(self) -> NDArray[np.str_]: # we can use the value of 'includes'. return np.array(self.includes, dtype=np.str_) + def raise_granularity(self) -> CensusScope: + raise GeographyError("No granularity higher than state.") + + def lower_granularity(self) -> 'CountyScope': + """Create and return CountyScope object with identical properties.""" + return CountyScope(self.includes_granularity, self.includes, self.year) + @dataclass(frozen=True) class CountyScope(CensusScope): @@ -538,6 +571,19 @@ def is_in_states(geoid: str) -> bool: # return all counties in a list of counties return np.array(self.includes, dtype=np.str_) + def raise_granularity(self) -> StateScope: + """Create and return StateScope object with identical properties.""" + raised_granularity = self.includes_granularity + raised_includes = self.includes + if raised_granularity == 'county': + raised_granularity = 'state' + raised_includes = filter_unique(fips[:-3] for fips in raised_includes) + return StateScope(raised_granularity, raised_includes, self.year) + + def lower_granularity(self) -> 'TractScope': + """Create and return TractScope object with identical properties.""" + return TractScope(self.includes_granularity, self.includes, self.year) + @dataclass(frozen=True) class TractScope(CensusScope): @@ -604,6 +650,19 @@ def is_in_counties(geoid: str) -> bool: # return all tracts in a list of tracts return np.array(self.includes, dtype=np.str_) + def raise_granularity(self) -> CountyScope: + """Create and return CountyScope object with identical properties.""" + raised_granularity = self.includes_granularity + raised_includes = self.includes + if raised_granularity == 'tract': + raised_granularity = 'county' + raised_includes = filter_unique(fips[:-6] for fips in raised_includes) + return CountyScope(raised_granularity, raised_includes, self.year) + + def lower_granularity(self) -> 'BlockGroupScope': + """Create and return BlockGroupScope object with identical properties.""" + return BlockGroupScope(self.includes_granularity, self.includes, self.year) + @dataclass(frozen=True) class BlockGroupScope(CensusScope): @@ -685,3 +744,15 @@ def is_in_tracts(geoid: str) -> bool: case 'block group': # return all block groups in a list of block groups return np.array(self.includes, dtype=np.str_) + + def raise_granularity(self) -> TractScope: + """Create and return TractScope object with identical properties.""" + raised_granularity = self.includes_granularity + raised_includes = self.includes + if raised_granularity == 'block group': + raised_granularity = 'tract' + raised_includes = filter_unique(fips[:-1] for fips in raised_includes) + return TractScope(raised_granularity, raised_includes, self.year) + + def lower_granularity(self) -> CensusScope: + raise GeographyError("No valid granularity lower than block group.") diff --git a/epymorph/geography/us_tiger.py b/epymorph/geography/us_tiger.py index f72fe632..48418215 100644 --- a/epymorph/geography/us_tiger.py +++ b/epymorph/geography/us_tiger.py @@ -30,6 +30,15 @@ # Lastly, pygris has a bug which is patched but not available in a release version at this time: # https://github.com/walkerke/pygris/commit/9ad16208b5b1e67909ff2dfdea26333ddd4a2e17 +# NOTE on which states/territories are included in our results -- +# We have chosen to filter results to include only the 50 states, District of Columbia, and Puerto Rico. +# This is not the entire set of data provided by TIGER files, but does align with the +# data that ACS5 provides. Since that is our primary data source at the moment, we felt +# that this was an acceptable simplification. Either we make the two sets match +# (as we've done here, by removing 4 territories) OR we have a special "all states for the ACS5" scope. +# We chose this solution as the less-bad option, but this may be revised in future. +# Below there are some commented-code remnants which demonstrate what it takes to support the additional +# territories, in case we ever want to reverse this choice. TigerYear = Literal[2000, 2010, 2020] """A supported TIGER file year.""" @@ -38,6 +47,24 @@ _TIGER_CACHE_PATH = Path("geography/tiger") +# _SUPPORTED_STATE_FILES = ['us', '60', '66', '69', '78'] +_SUPPORTED_STATE_FILES = ['us'] +""" +The IDs of TIGER files that are included in our set of supported states. +In some TIGER years, data for the 4 territories were given in separate files. +""" + +_SUPPORTED_STATES = ['01', '02', '04', '05', '06', '08', '09', '10', '11', '12', '13', + '15', '16', '17', '18', '19', '20', '21', '22', '23', '24', '25', + '26', '27', '28', '29', '30', '31', '32', '33', '34', '35', '36', + '37', '38', '39', '40', '41', '42', '44', '45', '46', '47', '48', + '49', '50', '51', '53', '54', '55', '56', '72'] +# '60', '66', '69', '78'] +""" +The FIPS IDs of states which are included in our set of supported states. +Not needed if we didn't have to filter out 4 territories. +""" + def _fetch_url(url: str) -> BytesIO: """Reads a file from a URL as a BytesIO.""" @@ -95,7 +122,7 @@ def _get_geo(cols: list[str], urls: list[str], result_cols: list[str]) -> GeoDat ], ignore_index=True) ) gdf.rename(columns=dict(zip(cols, result_cols)), inplace=True) - return gdf + return GeoDataFrame(gdf[gdf['GEOID'].apply(lambda x: x[0:2]).isin(_SUPPORTED_STATES)]) def _get_info(cols: list[str], urls: list[str], result_cols: list[str]) -> DataFrame: @@ -107,7 +134,7 @@ def _get_info(cols: list[str], urls: list[str], result_cols: list[str]) -> DataF ], ignore_index=True) df.rename(columns=dict(zip(cols, result_cols)), inplace=True) df.drop_duplicates(inplace=True) - return df + return df[df['GEOID'].apply(lambda x: x[0:2]).isin(_SUPPORTED_STATES)] ########## @@ -127,13 +154,13 @@ def _get_states_config(year: TigerYear) -> tuple[list[str], list[str], list[str] cols = ["GEOID10", "NAME10", "STUSPS10"] urls = [ f"{_TIGER_URL}/TIGER2010/STATE/2010/tl_2010_{xx}_state10.zip" - for xx in ['us', '60', '66', '69', '78'] + for xx in _SUPPORTED_STATE_FILES ] case 2000: cols = ["STATEFP00", "NAME00", "STUSPS00"] urls = [ f"{_TIGER_URL}/TIGER2010/STATE/2000/tl_2010_{xx}_state00.zip" - for xx in ['us', '60', '66', '69', '78'] + for xx in _SUPPORTED_STATE_FILES ] case _: raise GeographyError(f"Unsupported year: {year}") @@ -167,13 +194,13 @@ def _get_counties_config(year: TigerYear) -> tuple[list[str], list[str], list[st cols = ["GEOID10", "NAME10"] urls = [ f"{_TIGER_URL}/TIGER2010/COUNTY/2010/tl_2010_{xx}_county10.zip" - for xx in ['us', '60', '66', '69', '78'] + for xx in _SUPPORTED_STATE_FILES ] case 2000: cols = ["CNTYIDFP00", "NAME00"] urls = [ f"{_TIGER_URL}/TIGER2010/COUNTY/2000/tl_2010_{xx}_county00.zip" - for xx in ['us', '60', '66', '69', '78'] + for xx in _SUPPORTED_STATE_FILES ] case _: raise GeographyError(f"Unsupported year: {year}")