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进阶
编译标志 (S ,I ,L ,M , X )
re.S: . 点号可以匹配除了换行符“\n”以外的任何字符, 但是是\n 就会返回空列表。 在匹配规则的后面加上 re.S 就是 .的位置可以匹配任何字符,包括换行符。
>>> import re
>>>
>>> cs = r"scb.wq"
>>>
>>> re.findall(cs,"scbzwq")
['scbzwq']
>>> re.findall(cs,"scbawq")
['scbawq']
>>> cs = r"scb\n\twq"
>>>
>>> cs = r"scb.wq"
>>>
>>> re.findall(cs,"scb\nwq",re.S)
['scb\nwq']
re.I: 使匹配不区分大小写。
re.L: 做本地化识别(locale-aware :区域感知)匹配.法语等“é”,“ Ç, ç” ,语言识别。
re.M: 多行变量的字符串模式下匹配。 识别\n 换行符。
>>> se = """
... wo shi zhu
... yi zhi zhu
... wo shi gou
... yi zhi gou
... """
>>> se
'\nwo shi zhu\nyi zhi zhu\nwo shi gou\nyi zhi gou\n'
>>> cd = r"wo"
>>>
>>> re.findall(cd,se)
['wo', 'wo']
>>> cd = r"^wo" #正则是开头是wo 的字符串。
>>>
>>> re.findall(cd,se)
[]
>>> re.findall(cd,se,re.M)
['wo', 'wo']
>>> cd = r"^yi"
>>> re.findall(cd,se,re.M)
['yi', 'yi']
re.X: 多行的正则表大厦,加上re.X 才能更高的识别换行符。
>>> import re
>>>
>>>
>>> tel = """
... \d{3,4} #任意的几个0-9 数值, 最少出现3次最多4次
... -? #- 可有可无
... \d{8}$ # 结尾是0-9 八位任意数值,超过或不够都不匹配。
... """
>>>
>>> re.findall(tel,"010-12345678")
[]
>>> tel
'\n\\d{3,4}\n-?\n\\d{8}$\n'
>>> re.findall(tel,"010-12345678",re.X)
['010-12345678']
>>>
>>> re.findall(tel,"010-123456780",re.X)
[]
>>> re.findall(tel,"010123456780",re.X)
['010123456780']
>>>
###########################################
正则里面的分组。
"(" 和 ")"
>>> import re
# 定义一个邮箱类型的正则,(\w{3}:前三位是除符号外任意数字或字母;@第四为; \w+ : 重复除符号外任意数字或字母;
(\.com|\.cn):表示结尾是.com或.cn,这里()从新定义一个组,组里面可以表示或的意思,或者其它规则, 因为.点号是元字符,在re模块下有其它作用,所以用\反斜杠做转译让点号在规则里就是点号,无其它意义。)
>>> email = r'\w{3}@\w+(\.com|\.cn)'
>>>
#re.match() 参数,如果我们匹配的邮箱符合规则,会返回一个match对象,如果不匹配,返回空。
>>> re.match(email,"[email protected]")
<_sre.SRE_Match object at 0x7f7bcfa53648>
>>> re.match(email,"[email protected]")
<_sre.SRE_Match object at 0x7f7bcfa53738>
>>> re.match(email,"[email protected]")
>>> re.match(email,"[email protected]")
>>> re.match(email,"[email protected]")
<_sre.SRE_Match object at 0x7f7bcfa53648>
>>> re.match(email,"[email protected]")
>>>
#做一个变量让x 等于匹配的match 对象。
>>> x = re.match(email,"[email protected]")
>>>
>>> x
<_sre.SRE_Match object at 0x7f7bcfa536c0>
>>>
#group() 参数会把match对象以源值 返回。
>>> x.group()
'[email protected]'
>>>
#分组会优先匹配出来(email = r'\w{3}@\w+(\.com|\.cn)' :
(\.com|\.cn) 为一个分组)
>>> re.findall(email,"[email protected]")
['.com']
>>> re.findall(email,"[email protected]")
['.cn']
>>>
#################################################################
分组:()
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7kAe8qa50sKcCvbUPaps+FgmjKO91ECowR+OBIIeHdnlfQAXuu4OwVa+GRuU1ucTtvXz5u0x/3dy9ub3/9Ju8I7+y8g0okLrAc8x0wRABIe4BR/ugwO5mvR+O7dS7U10z3P3Y4fg0BrS4vYcFTiYqWRlonGgAH8mC8CkvIB2vIApvIHru7iu5hEfGC0GQdIe7f+XJncgXMcYJcevYB2d9/c9tt2QNu2df+621rqchLX/NymtmmBychUpbuUQZm2bN7WDtj/oHbA/geUGUY+aHP4jqkl+a91V06gyknvnabu7l1ZOHH4cfyYfMrPR+YlH1w3VR24488dr8oSnpVBvSR8Yb6bFcQMha6BqkB+g/WpxQi+JnamdnUbHhZ3K8OmahvqWBybCsTzXhsMpgaS7gwZ+ck7F9oxTQlLmclj+C4+GuhGBvKWh/yH+SU8vOBBvPBDRpEZP/GHshvmwz9lTZ0XL4P6S/1EnjX76o8jTh0L41Lv7q7QSrml5Zeyh3Yl3uDf7LcWNKRHz5W6Uj7P7sp23vaddfc8KyfvkZX4u3ctrcgjYfwj48RNmLs0VRe94oWvtHtyyfMGxdvngy37c/Z23MrSwKmZ/kJ1lbm21DbBo+W+n0yW2xzNVGOJTVtlckwCBEjrLZPHdFqrLrwD1+3nbe801n7bNxpJByBdGQzQUjHRZoVxdjwyjTBZyIOWCvQAKqAFzmu55JeGLo0OYSDAH3/vafDVGPoPnDRtDk94w48G7lme+Iwcko/46KUM5JY48VvRaAcVsRb/8Vdu+XLyqo611IFyBk2NWGerAWtuvuQuHod3z3iJvNIxyUIYumglvrs84zdLVzm53OtljX/ywgMaPibjI22JzNFw4UG8yEoY3tSFduLuQgcN7SudN3J2R8s9ad3R5dSJvOVhNhb/Fbn230vQkI94LjTISlkiM3HynnzFRVMYnvmLg0/Ou7zixNMWlTUKhwG92tqu7kc7xJdu1oWWe/31ccSvy/xpkNds+rxnppq6cFeGyE95UxepN6vFzFrxSaYVt18lFpkqv2f86avMh8qLJ+0gfUnaksPmzUVPXmQfOuLzQ4eZNTKjHPK7LDhgTZ/pzijptrp3iuKePihO1+O7uHXIFOFogJzGSZip3F27O2AXpoI4ILnftk6jFV9FEHgqQ6VqEOkMwjmNQBzvKsuHzqOPPrIqTOPUqP36Q4A1Wn4lnvmnUvHprnG444HLc/yrc+mo853mjj8rSMRXpnTQNKJ05qQTX6NGT4P0HFksLXcdl0zE459ZAz42chqo/OIKpJc6jcggyRnQyAvIG9jwnbDIWrzUIRkri3dx1QOXAQL//MQ5b8e5JQt8lDy2bC2gSH7r1UHx1n8LIZvISIeXt4+2cWQRYFX/8gYQ++3XbeQiPy4AvrCtqyvp0I4JSjvBZ8k2dr9+1ohnYeL7duM9eaEtTL78POOT7NFydzGbAS1l4fCc+kl7QJ+TDi1O2Ircl/YMsuSXdBV/br76jjTCIucapHrTYtq/uo5CIy3FAP/aFzmo+/S5YmKVf9oO8B46fniSt5lm5JE4aS/etWfxOOWWP1f89KArvRlznPTihr/Ue9ocuXvu+lI3iKhfeSmjsuEPxmzU/pLnvnwfLgfsyrHcJla27dEB6rlWmJiNT50X2FqtyrDrkaBViIpyEaxGYuekZ6MqoWpYRsc0MDR0QsKWPhWfjpHGrQM438PHyCHg6CRWhXz39O9WhbNvp8I0lGGDkZc8ctcBXfzkg6ek0eg1bPmeeeaZ7aSTT6pyZNmfeNLhPfTc0bM00Vko4uBPPOVJRxHHihyyoR3iUUMrjYpd3vLBmTWZlcnMP/TxrONqtCd8/oQ6Z4U/Vx+DNeot3cdZZQTa6OuAZI035cOzFUBWyegs4qYunK3ig64VRHaaRmbC0RE3HRw9PMUkNsPy+V4D1vjVZgJS3tVx/NCUV9pWyWu//bq8e41VntrXudvPrTwiA2n9cfU8GBCVMw59aZSNUybv6o0WKE9+nDh4984frxzQTrh2IUyenLr3jt5K2zYb6gdadSicUxaOnzy0xdK+gXVfd8L416DZfx/RZoTzE8bxizKgroaDbEVY559yakMcuuece07VkbZtVhJZCce7S38hr69//evNxjp1yikHeWs/zgEqfNi8ufyEpy7Ed6kPdwO4egh9beDzn/985VFteNPmkiF6GcDVjX512XBdX3ciYO2y6QsNvOf7BdzDvuDQuzkV9+pXv7pWlqQiVZxGSnjf+e53mk0m//7v/15+wEVDMDpqQKkkaVzeVQyHhvc0fBXzV3/1V5VfptXiAfLnPve5lQeNB5PpBCrbe66+TCsdOA06eSRcuWgs6bQOlPrzP//zduqpp1YUA4888Eo7kw8ayqBRPetZz6pzVISjUTz1nZyfd8sCn/jEJ9Ya9oA02WjgaGuUGzlxYx4686wz29Of/vT2pje9qQZJ8gXSOpvnAKEOmPKSI17I2Xr73/zN36zLln8ywKswA7Mdsb/2a7/W/vVf/7UGHcCETsmKqWjXzuIltCPb9cogrXqVZjio1cyjB1IyTad1V2YO7+nsJf8enKOpFzj2g5r4Ae/Q4heNEB3+ZEFO+JEef/ga0pQu9epZOjyKz+FLuO8kzqRxVAI6K3Lpv8tUPCDcDwLS6h8B7QA0f20BKJFVte3JXH1sV6aST3+2jzTCI6Nqw2ZZgw/96qXK1+8gLqbX+IcXMkFXO/BNxiD+p3/6p9W+lZ1zRzMDmH74d3/3d+05z3lO8SeOcGXVfv7xH/+x8MG7OggNd7iRdkf2FD55h7Z299jHPrb2f6g3bVt5S4no2ywZUIQu7c7vSXI5EbBeytC9Bzs80bKXnD+16JzXajPdqhDaGuERsAasIlWIKRDBE7qjU2kkNYL2a5V97NLwVAANFA1L8TRQFShMWjRqIPjOd8pEko6yY+f2yuNBD3rQSh0FMDSUAGJXoJUo53vAq3w1Io1AY9FgPeNLmdCi7cfhBVD5KIU/NKJtiW8GcK1rXavoavhOG7RrVDm8y0/4Ix/5yNqMpGNwMWF4F28jh2ey0OE1XFqOPDiNf8fyjqoH5UnnJVugoR62bdu/+Pdh9uEPf3htx7cZSFo8KrfLOnzr46XTcQzSNkwtT7uBlrZNXsLx40o9bFQGfJNhyb+XJd74aUPkiWcOT/w57cSvfURjjb/6I7vIUlzyqfsAhJTLB1a8qudspKpVPr25D09AKO1DvYdO+BUWWWnjPnaTg3p41ateVe3Jzt3QRQOPrsWlztSlnWpP2pGyou1jOze3MFczVLIIGAFkZUxdA9Rq6/WrKNPyR0seeBOm/tH1zoXnelnjn3zEq8Fg83w76+yziuZDHvKQaj/qhvy4tGuKlHzwZiYXFzD+yZ/8yUqrHal76cT3TBM34PETXx2RG0zxjp568iyO8iknl76ad/IS57LgulKa2YFp53G3tlQ/WcAk7Dw/g6bd7outWc1HKISoE9kB6YxqHRogEZwwHUpHN9LacGIjjtMAdU6V7mCq7LwEbj/7sz9boEboOs1//Md/1PGs1n0DQJWs8gDlxz/w8dq5iQ+HSGWDDxCZBY7qvIN6RD8NU5jGyXk++5yzSxOmvdKo5WsFSjX2Nq3zUPD8gfd/qAYUIOxDqQ6q4WlsnAZnsw0Tg5MFxdP4rBk3ZbzmEYfXRhzplIujReFNZ/OTQ+s58fzp9ORMfjYWvfCFL6zZwY/92I/VWS5okzUt31kxjrv1UfeeP/bjdUyBxu6QKxuBhp0BfZ1TuN2l4nhGr67e3qmDvfe97y3a0t/udrer82g6cF27BNrHsA04Z8a6+3vd617Fn/wNmNbJB1hpsOhaN3+Vq16pOqy19DZ7kYGdt9qYwQjvXMlp0InTNrZv31HtT3p17ARLB5ZpW9Ko44QB5Ec84hF1iBkTwDve8Y5q59qFfJyCKX/7APQF8jBDU9cOP3PmjfrQ7rULbn6hAx3P5ClP5ioDsPN86qiGnTvrjB9tj5/29b73va994AMfKHOcXcjO1NE/0CAvG9uYvNQVeTjL59DLH9om8x0gimcw36h9xdxi1qZe5Zs+4fC161/vhlUO5TdoKadNbdohIAXG+CYX2KAvi3ef+9yn6lf9c/gkLzLUP2xkcyyEOuSkeclLXlLKnT5OycOPQc6g9b7/fl/1M8Av73vf+97tZje7WcmjCFxK/4HqQFpvFenBm+mU075icfAGzZfbnAojdOdT2/puFH3xi19cUyGgq+KA2Gtf+9rSQtl0bdhhTgBMGvbf/M3fVCPUATRYHZOT9nnPe15trjE9A4AOZtLodSx5a8Q0QYDkbGx50lZ1TOu2Mz0ugv0/nUPeAE/D9MxJB4CYQTSiP/mTPykbNNuuDqyxy1sjxIsT/pSXo2VE+xEPb/IBosqHb42QtsXfwVQanrXoZIeX4cARnor4Ov/khe9ol3jQYZk20H3GM55Rz+RB5n/0R39UJx+mTpRR+eJ0BB0NmKLtwic/TkdT397JKs/MZX/9139dA7Oymgqr840c2mSrngEWemSJJ7zIT5lsVjLtdkiZNqOD6sw6+ete97r2zGc+s9oO+TqFUjtTV47OtaOWcgDY3bUVJjxy42fHr3gGJfVqUNP28EBe8rvmNa9Z9LXDABFt2gYu7UF9/8Vf/EXlK1xbdm6PZxu5nE5JoVFejr92QIb4pA37dqKeDFJMi+pRu8AjWRpYyEd5/YAH/mj2jiZ2afuuvANO8qE0kaHyogew0fG+kYvNGDjKSxlsasOTAU37SBkMFn/7t39bbYD8xRk6g5CL/LV75Y4cHHnxh3/4hyVjoK1s2oF2iHeYoe7lZ+OcMmkb5HnKV09pf//3f18DhkHRbFe5yeKy4Aq8u88oaxZ3bkJJaG3T3HLbVEe89tNMWqlGfoMb3KBO/dMBaN1tsrk0JcehqhhC/f3f//0CE9qNTqIT/vZv/3Zp4eho0DqCjkxTpck6L1s8eXAaC3erW96qOhVNXiXruAAwtr+K1P8bgnhptTknux+bAkS0PoOAjoxngwRgqY7UzwKUQyN0AiItGr/y1hg5DQrvAJSGAFjMQDiN345S/ied/KWVzkz7j4ajI+8NeGv44ulgnuXrNMQnP/nJZYv8lV/5lQIewGHGgz92aqCio73i5a+qOjCQKL/0OjUwchffPSAesOHnmkym1VFpU9e73vXqpEi0lReo0XpuepObrtghlR+N6nROP1xaqtmLzkkLY/JSDrxk8HDXCR1C5ntJeBWH5vsfr3tDu90xdyjgRJ82pi4+f8IX2x/8/hNLK0WT/HVodNhIzTiALdnQ5pRRPaYOKRA+wvkOQdt2GajFocWqP4MObdc3ELJjUgL6tGvn8tC8tV8zCEpG8nAXz9R2fvN8KQuAWz3SyrUdA2BmfmSm3MDb4KNtmpnSLoG6tgn8zIr0k5ve9KbVzwCZsuM5ikHaCtmju56TlpPG7udb3+rWlbfZj7TaAEfLN9iQi+9QZpPkJ19OWQ1gzp0XZlAhL0495oMlZcgOZfmG9ic+8YkqM7s6WTuBVL8ULq28Da4OazOTxxfTHZ5TPvGGbi3/YZx94zkzNr9dYKnfHlMJ/qmnZlUWXR2430JbWF5sS9vP7EwlOomGZIrLmcZmOri03B3mpLMQljhAgSA13qOPProqSqUYaU0FTetUnkaqE+kgQFJF02Tc0dIYdi/urLtGiKaGQtPGE81iCNarVQQNhFPJGgIQpFkAb3lqbPJy9CoQ1vkAAP6YHHzMwx+7na3rQB7QGEhMGdH43d/93RXQzvQRTTzTKgMUAe3ix1f1wY7L1XjnR4a7FndVQyVX9HVwcvKuLmg4GjxtUQP/y7/8y5IhedEkyZPcMvBIR7bC03GTF77FFUfe8/OT0nwBmnX12gH5qG8yjNZTsh1sAkKnBs/JpA7XAnwvetGLCgiBH7MSs438gboZgpkVWadDk5s2Ig9p8EumeCBXpzDSTJVPGnynrNohgAfMP/dzP1dh6k28DlBbmX1ZXBwAACAASURBVLCU6aEPfWi7zW1uUwMi2642oLzA2UxDOSkq8lXupA+91LEyR57VTnfsqParr+DLYK3NylP7MgtgBgGA+gl/M1J1SBv1sVydqQdh2pqLIgHcDIJMVkw3t73NbasJaefyiJKwkdatf6gnaTjxyRj/5E/myqXdafP6gXf9wICofjgywCu5iesZDZf2onza4m/91m9VPRu8DHhkbWYlL4qBshpwKXie5SUf5/486UlPqrTKLK32k7oQD69xw+f47Wv3PaXp1273YzD/bHHXnqdWl2xaaOfsau2IK1+hze3Y3gF3GqFG6ZlQVJCGO7/Q2VcQcHGEqPIJnvnAFNu0igboKzwtXAWKgyYgFdc755mfCl/YNFd5yRN9tAM6TB46xd64lQ41GKWlQxc94JB8NTqDiwb0zne8u8wqBh7506wADU1IHJoPjchMhPaJZ40YLU4DXLGHDzTudOSNeNehIhdlwKtOo8NEfmyfnuUJgP74j/94peFv3rR1zyDb//ybcig3WbrS6TwDbJ0J33HyFcaRt86eNsEfIEW+oZu2gC8gZSZFY2Q3/rd/+7fSNs3CgKG00um8yuDZlfyEk7m8Qpf8TNetbDCt5tShNgm0f/EXf7G0U/SiPYojPLwbtJkdYqqwqgYNWqM6M1ALZ5qh8Ro8aOVo4gO/eFInBlD+/DhtSNjWrXuOZ+Dv24zyaFsUAzMBswSzEYMxE4KyAUj2djTUhzrCu4+XzrJ3yiZzH/OCNGianeLBpkTvFBy01nPiZJmn/oRv+ZG/tPLn0EOb7OLEIQd9VbtQ19qPPg/kpYkDvkxPeDaIM41ow8qCprKhlzatvNJ7196Z/JjEtJ9/+Zd/qUHZzFJ9pK0kr0vbfcW27bxtPzQz6VcFTn3o3t7mFubbpvnldsDmufYTd7tDO+XU07p13Kl8YO2ZQFWQZxfhptNphMJVhDjSqASN3pSUhgG4+dMcNHrTYdNGtj9221RWAfd819F0JI3IaE5rduUL/N5UVDRvtHVsGgDthl1Yp/QhKI0FWAIDDdg5KbRu5cyaVY1U2YC1D2h4M31Udv4avwatQQGNNHYaN42GhlONfi/WcYtPnjQospKODPAmH8+RvV/4SXls8eeUEQ/4x0cAhzaKV/TQ5XRM4KFuUg94NTAAWJq9WQmbI7AQlwaoLoYOTXXlT77A0Ltpts5GWzJ1TjzlUC8AQHxth/MMEOXDVEO+ysuMpX6kJwdlUgadWN0kvcGHWccHN2mVXzszCKBNLi6zQLMUca2eQpdj6jO7EabN+nk+eRU49mAmHu2Y1qiMyuLOudOA0XP3gZkfk4a6Ui72bGWkjaKtT7AxG5RcjkYmP3zK1xp2oCgOYGdiJAttk1Ou5Jl6rYA1/uHXYKKemXLUpXYhT/xw8hUPj8xjZGlWwMQhDzJPG9RnxZdWudWF9oRHcjdAUSzMILQnfvqiPgTQ5e0DppmS+tL20fLMNGV2q76YWcmEi7zrpf8n79Tj0H+ffR6q32DZeSWWu27Z1jbNb2rbt5/dlhaX242vc2h7yh/8RltQCUZGgiVETqXyJ+QDt3aA6l2jyRRHRanQk078ctlDCR4wqnQNTmMFCKajlqcZiXVeHSB5aCybN3dLz3RqnVQenMaZPMtjjX8FlLUsrFtS5yOfxsZOrEPXb0H2y/iAED6//Z1v14cZH+AOOvByBSgaremdRqIcGpPyM/9YZucjIfudD2HKgXcgk86DXwOCTosnvFsGtlHjisx1DDLgPEun4eJX45efaT7gttbbxxz1dMjlDi17OLOCOACD1vLsZz+7fnOTGYFmaQahjnUO9n7lMKO4/wN+uh191NFlW2Tq0HHIQAf1k24GQU6ZySQdtjz7HYM6mQ+45JVO6Mx2g4F0AVJtIvJQLnXNdOIXmGjsQIrDK1s48xZbf9pE8iQfciNj31vEzUoSdPn5JsNUoZzy5a9tmgUoGz74AQkfTikeAEabFoa29sh0YhUGrZy5ymoH9IQrrxkpjTarm7QBMxTTfOBF5jGDaBtXvMIV66f0aP94ob2iY9BzDj7afof1P//zP8tfWZ37znzAldz6H/fQXtT5ei4KTe5RFDLjkrc2bFAjf+2caUn5MutDXx1ob2mnZKSuOTwAed8dDK54hA9AnKzVo5msduvDJAzQd8K7Qck3FTTlIV/9Vvu59DubbvpSlsbdLQikG9DEuxnTlrZt66bCclGvsn/rTCV+RJe2QUNQYbRQS4U0OhWmQtKB+TGDAEaVolECNqsvjL4qCYhogDqtJUHiCNcxNBSAbnqkwVhHXPfl5eo0KpPmwk8noCms5/LBRoOUH7uyRnrXu9y1tCkfl/AMtHV2DVQeOoOG//3vnVlAAfBoYJyyPupRj1o5m9vgw6XhoqOR6eQaKV6jFcwCePyLwCr/dAQyRhM9+ZIfP3yQH/ufhk6mAM6HL/IU/6Y3uXnZCJUdDWBjekq70UGYC/AHPNWXJZfo2KCjk5ENB5QMUkCYBsUsBExit9cu0CfbxeV+U9WkM02oV2BpqisfgwPgTNnQpYXjQ/1rJ3jnxJE3ILMUjbzQYw/3LE9O/oBCOcmGE67d0pgNVviWNsvIyNE58T72qS/mB1P6Kke/hhigoKmNDoFCfPF8MLOCwgxCm+WnHBw+fAOK8kBWQBtf2qFwZiTt6vKHdCCkfdz5TncujdoHdDMm8sE3bVxaH+gAK77IQXmufKUrF+3M6igXZqTyXs/VTK7fIi+NQYYsyUoeKYvyqiP9RPvyAd6gqn4C7tqP9kUG2j3nrj7NtM22fIdB00Cj3QrXdn2MZHYE0sK0E7MdtJTbrDdn62t3+mPqGW+zjpwuVU4RnVfSmEp8l+h+6d2PqvsOuDBvGeDu1pa3+BGcNtm1a8eUgFQmIWss6VQEZtUBZ7pFWDpPwJK/U/QixHRUNFQIl4pNWBqBMFPCr3391AIZWo+OxTRh+sjJE2/RFmZBvECk13QrgQ4+Xa6GogzCvVcn7Nd4p6Hjq1uCt8cMIJ7GjXf54jmApXEK52c6bsrNhvmZz36q1vle4/BrrPCcj5L4lWY9J5xM3eVlsOJO/97pXcfqP3AObZXCDW74j/wjVzQCcMoRua/GQ/E26TXHwVku6k8Z8gGMDCOH8Ik2PyfK6aj1PPgBDvG0C/lXm+nbA9ppR2RtEE1cdSIsbUeHBxbKxl+dSI9eaKft8uOG5U+80I8M5MMN8/KOtkv+4SH+4iYPcZKPj7tDR2boM81ZWueD3MMe9rB25HWPrGhRSoZtOs9DOlEA9AH5hh9xtSuyU/a9cdLjmRyZhAxyPn5a1fLzD/nFAl6yFk9dzrYZ72Z/Vn9QGJ761Kc2yp7ZUGQ7mwZfqV/PgDpKgvekM/B5Vr6hHOr7lvOEBruPxbs0uZRGC5rXJCfTtmvBxptJ27REAW1tbt4CiHPbFv7T+bY8t39bnpt0GrdGGEHqKBqeilaJgE6F62D8NOCAiEbl45hKpcVpSOKmkYkP8FKp8vDOqVRazN8856/qoxYN30oEWg2ncQKPWbCuwME/QIdHjU7FyzO2cZ0Iv8X3pj0fVAHejsUdBXz4ldblWRk8p0x4TkdHxxTQNNbSPBqraT7QDsgFtPFkgNuIf0XRadgfdy91H7740f7kjY5884FJmE6tbtwdkYnnoZzR8y6dMO/u6oVf6sGz8UxcvAYs8hwNUnxpi5+k77dSaxdxnskQPTJEn/z5aVee0agyzIA8GeNRW0x42qKycmlH6HLic/KSPvnyk9cwP36JIx6HlwBwaKfthk95JX54Eye01a+4LnIjMyY6G6jwbYYDtNUjp+2lrUirzZJ75Bs6VSb13J9NLzz9VJvHU3gowmv8i2zw9aFPfKg+ArIv+8itz6GjL5I1F4AN6EZm5GO2x/ZNIzbr5sgHz+pCnPDkrj0kPdDWDviHp2rDvQJFJsooDv/qD72ffOQxdOis5j+Mc0l/VoKVUnmpMpWu3ZplgdO5Ul7Jsc4tgW+LO9umua1tsry8OCVcjUIE5gPaqqkUARJyGncqsxpXf+CMCudPkCovnUoa6TkVqlLQklZ+4gIUQMhfXNMwz9ywYvKcSq0IK/8GuxVXjEVdoI6BH7yg4ZJ/nvEhX2Xml8an0RiU8MytAE/rdjiKq/GzxaZTRybRGnRGLnnN9YcHDfOvsNaBKVkoP165FXr98j1x8RMQrkgD+mQceQtT7vAvTNnQ5o9nZQrQSqcOyT71JB/h4idvdMTxnrpg6vJe/qvIvwbTfvt/ygZ4dNQCH+c5Dw7vCl3tjzyG5VAuNMhmTzvpmj5lohr44ActAoyR1Xp3cbnUX+Ku5s8PD+FjmCYDrbaFd2UoujNT+6Qnu4vToe8iN3J2eSerDMzr5S+d+tKemQo5JhaDVGZiqYsfVpnW43dfDcvKkiwDnPQfJwvADfC9/VsLrd+p3LnzvGnAJ5WczqLzcsL5qWxOBXlPuvLstWgAoSJVOEDUcNPApZGHcM/uaVTDyueXfPKcPNylBTA6x0K/5Xi1TspPnOSPlrSc9HgUDqg1TDwAWCCgHMlHI3UAlNkAGgFh/rMd21RYWnkmfNixo1mkPA6Uj1wDnvji544HtIagHBkIL/DrwR3/OmboJY9hmfmhJ6279GSgXGQSHjxXGXotSBw8RG6pFz+lxFVdrgLcwuTlkpbsYgJDP4fpe85g4hn9gHjugEMdeBdHOdn/UocxKxQv/SAtv4vaqXPl4eTFDevYuzh4jIu8KqwH/ZQzcS6uu7xdqXP54jvtMzwl/yHfntMW0o6qzfUDJJqRd+gPyxqa4/2ilcD8k5/8pONUToSuEnz5dSaBL+0BYnd+lvL4wGPqoyJ9bRffB0fmEpUMsHVyl0oUL5XrzuVdvmzddm2xn+VjmnTshOzIRnjaLToBDuk7WutrSkNQSuOVfxqXO5o0JYCgnDQJfhzZADPL7wxkpq7iavSOnfSu0wJ7DZp2otMKNxhIj0/P0tFyhMu36whd/vIGRPJlpiFD6eInLj5ctNFo/OinXNLiIU7ZI6dOVl2I+N6l7Xjo6iO8Jo148sND2kHSJk+qgOdyvoQPwNtzOrYBxcqi17z2NfUx6uCDDu40tqWu/uSJd8sCraqwHI4pilMu8sm3F/nhp8L63z/1PDffgZHw1FVFugj/zQKygWFYZuFx+MgVv9m78IvTDelrk+Rc9/7QqmE4PrSBuGHbSjppOfWatO6upI1/6Iz3i14CK+qIjqDj6GB2kdm0EPAAJJzKEkcn4jxb75tjSMuz3x6rw6PlEg9ApHLZ0YAKlw7LD13v8nH5yuyjpfWuaLi43MVZzaXzaEgBYPmLj35ACA+xIQJU/sA1/AJh6dnM0YwdUOMF1PHHAxs0jW/opHfF7ILuqaedWsslfWG3IsIX/Ax0NEprYC2jcsiSj7U2cJANPsR1DIFlfD4sWQJnJQdZRybKqVzKGj/PKT+ZJA6aypx6qc7ZD1jKwV+ZpQGE6ZjqFE3pZztpZB85kFXqGq20CfIThkf5oq0cBiSbTqy2kEccPkMnbSTvBlozGQDqrg7Notz31uF7b/7WoidtTAfkGxkrV+Q2fEZnVnZr0f5B/eVbbaDfY4Aefus+4G82H/yFx2Fd5Dlhuc+mH98vPgks6AQuWpxNGZYD0bDSyVQ6YAHQtGFLvfLhLGyJa9uwxkoTt+ROZRYQLi1VZ7QSgx/N3LJDHVbH429gsETImlZxAjieaVnpoDRz4Eb7ZoLBZ7fqMZycv0HyBZw+RCpHF78VeHhH/wtf/ELZ2S3JouVxAGBxuti+/o2vV/7W/9qEYckY3skDaJ940okrQGRJE61ch6CF0bDlXVr2YGUM+VheSJt0yI+ykb+7pVT8/+AP/qBMArZj+8iFNrlbHujsEjQs9bMO3VI4S/FsFiJ/nYrc4wyGZj5o80cf4AJJZZKvOidn4CyetkDG8kMvNGsVUF+P5GXJ2EDBTpbnu5MDeVmFgw8DjjYQHlO3ZAysxRVmlkUu+Af22p+42gi+1KX6+853v13ty7cS53zgi/yZrLpVQ+dj5/97KbDutcy0iUTyPnTym/UbDg7Cc0knbuLnPqT3w3wO79rILI+zfAiPw3fe1SWX9P/XZQqPl8V7AbdlPjq/XXM6hU5ijSVA1nksIXJmhDW+1mta22p9qQ6lM+rQAIRmCFh9cb7f/e5XQGAbtG3LdsMBBFuBrcS4xS1uUUBj+swEQ6sGStaQAwoNLADOBGNd8otf/OICMRsVdOC1nAaVBsecEc1Y5661q5s2t3e+650FisoKzKw/t3HIultgYdZhG65yisPPZg1LoDTc177utbWbknwAoXWnz3j6Mwr0AxpD8AaK++/XrYt/2EMf1j7+iY+vrD0GQvg1cFjPmg5hoLRGnvzJnYnKhhDyka/VLeSa8roHECND9aNeaO5WBNiQY401mjYUWY+v3OreIEGDxyteaPQ2JeHPtn9b2YG9dmEdvHo4/BpXW+nY6mNoNvBONjYNoW2TBjmbVVz7Wteu6rPZ4p//+Z/rZEp1GrDGA2cNtk0hdvQZXNRHBip18md/9mc1O1Qn2iOeyAxoR/5FaI1/kfXsXfT4Jan3gFj8yDlAFr9h2iGN2bTD+BfXc/gjV847nsLXRjyJrw652TTCQlf4RrSKyPjvIpHAgg5iJ53tqc4dBryPf/zji7hnH4NM64GYM0l0wrgAK0AG1IBNJwQo1q8CG1t+adQ6K+DRUWlqGoGKt1vLBgM772hbOqPG4KJhyYOtG/jQppzxQLOStusw4aa7DxulZ6CjA4ubg+1P+9ppNVDgW9mBOY0PXdN3aYAE0DCQWbea5Y782fUNVDaOGIRovzRV+dCSnddi55zBBw9kbDPIHz7xD0srp6WRCVoBVjMIHQT4AEaORo5v2rR6QEde6sGuQDzb9GCw6WTR2ZSl9Y4eedLQ1aG6A97ysBHCDIvZxYDmO4Vt8jZbkfPLXvayOhmvZhIHHlhmGoM5oMSzelRGThnV1yxo02b5qV+zMCY1+SgHkwZnI5BNUtY6W55G1njDMxkx2RlM8KOeyNngpe7IxA5NWrxBzsBgtmL2dsMb3LBmPJXJOv/ICf9rudlwcfnFec67sNDKfQhsSZP7LO34Xxz38DPkda18Eld44s8+z6ZVzzG/zIaN7xe9BBaAhI5DC7PtW+fQ8O3qAiYqThzTaR1WZ9Hx4wAoP9uqATVzAno6J6cDAl3HZ6KlE2vMAAVwATemFxe6OiQnXL4GFLwYCGjkNHa0hQ0bWCVa5Z88XWgvtm7TjbTyBczsqQDD7jbl45gRpMGTk9mUTXx8AywAARRtD1c+gJ9dl3ab2fkmPnrKAfSZB4AVWzo60WIMTmi483dxAM0gAJgAFXr4Fu69Bop+VxqAo2kLQydad3hQRwYOWjMN3QwLOJKpixZNxmZH6oqZxPkutG75qHvOYGHjBtu8ejCoZjlgRVjln0GKyUhb0k5c+CQHZ2qTpRkP7V75DOQ2rqSOxVU+vKun7NhVRnXqTjlQLwY1/CuP+pDvD+q0g42cdph47nmeTTfbXmffZ+NfFO/kJx9tIHwOeQyva/GS9MPwPAvjZgfs8J388j7eLzoJLNC2dABacIBBZbLl6vgRvkrSUdOhsJBK1yk1jIALetHGaaTCc3qgrb3OwADgAJJ2Ky6AA3TeOc8Bf3zpmEAcaAT05DncuTa0V0ZEeMRXGiD/ww49rLRlzz5+AiODlm2517n2dYofZcADTY4MAA2HV5ouwMhBT36VpGzpO3cUqAINAKV8eDVADVfF4Aedjv/u4x0+8SgMqJqhKKuZjLT4cRkk7C51Oh6AsxqHmSbfB/CF39QbenigHZM97dUWbuYfmzDUu9U8eKWVqxfyNlgBVIMx2swP8qI1+8ENphLb8a94xU7rLuHM/NOhq0x+KGJQz3jilMesDq8GSTMueZILeZARJYL5yOzDjj+DiHoy4GgP5IQ/oA60mbg46Wfbg3zi8izeWq5oDNKsFm+19KG9Wvwftl94weeF4XWYfpb3hK31Kzyr5TdLY3y/cBJYoGHrDGzMcToAbVTH0fEC1kAhWmQ6n8oRz522JxxQpFKBjvM3ALizKNjKAROg1El13lQw8PYep7OzadLC7LKUnlkAUAXoZz9OJm3u+MRLgJf9WZnsZsMD2kwx7L1A/GrHXq1ARhyAqywFsIMNB3iy+uGMM8+oGQrzSo7MpP2xBUsfsKIBmtEwcSiflSzC0RVH+fmTr4+1DuMBmM7ZYGIAqsIiYyDHGVyZN8xShMcpr7hkxJ8M5HeXu9ylTB6AF2Arh9kAevgwKFjRoj0Y0M0EQpeWD0DNetjLgajZ1YMe9HPJdtU78Cafc3edW3ymTZl9GCCUzxJA7U1b0Q7x78IzXhyuxTavDTzucY+rYz/9mLNZiY+elg+iC8jRJNeSAV2wB/Ahc5GP++hGCeyLEqi5JK0OcDkHVwcGkOyqgHjoADhQDzgLAzg6OXDgD0TyLpx2Z3oOKEy1uWihngEDugExHVCHQpc2BnwAPJCgGVrXjRaNC3/ZgFOEV/knL7QABdp4pDEDCx88ldOHOv6A0F1ZlJOWX4C60B2lKT8DnTQ0WB9hmVLwLx8zCWc4AEjvADd5KicQ48dGbpAA/swh+KHBkptf5GGLph0735xc2KGZWgAuGTLHkLOPuj7y4jsuA5V8OXxw6ABfHwflT9v2zAFsq1as0WeWYFZhTiFnhzABUNu4mU1ot/mgK3wjl6WQ8idbF57QxDct30DHds6e7pfq8UDONHCmFNo2+7qVS/zMgtSLgYdctV3P5EGm1S769fRk7q/cyo+v7tlBuxH/Y/gogUuiBBaAJOAGkqbBOrGPjDoOENDhaDEcUHdJA4A8+3jH3kk7o91Ib7qtU0rL6XzRGmlONGbmE346sc7sHUjLEx1+OqMTxtChgfq5MMANvAC3eBs5NANiOjTNW55AknZHa1NWU20gbCmZqR9+5F3l6DfkMIf4AAlgHCVqpQTzAQCTllxoiE5yM01XFnnhn9YpLWBxeL816jRda7PxBTjDK3+gDdw4MgXczC+0d4MOusDXiW60Vnlz/NHzLr1yKp9ndSQu4DP4KFtppNNpnROjPn2LAJ78HWEqT+BooPCTW+rMQKrNqOeNnNkFhwe8GRCBLnlY96yOHb0KfA0M6tWASWYpP61aPakTtnAauLI4M+Mxj3lM/aYp+WhX+MuMJHKX//jhbKOaGsP3JQlMptOlKY3RpdHrsDo+MwHtKh0o2qA4fi1GR+Gko50BcGBLI6Ix0UgBJqDip7N6NzVH23NoAzFLBq06YVLJoCEdAMITAKGZoq0Do9+F7Znu6pxoDl113n6jSAANPbQBBFACmMARyNgYYjONX8UGVpwzlLksLQTA6JIJUwWAUX6bPjiAJI+h9hutj+ZPXinXls3dOnUfAmP2IJuAHNoGBjKz7BLweVYW4EUuAWvpuOSbgUO4/NSV32gEhGYHzDeJg5468oEv8g7Y83cpLxryB/ruG5mq8KNeDDgGBN86APVRRx5VA9nCfNdm0MaLNsQpV9oIuRSd6bTahjoTr9rsrvOKL+XTbtDRNjNgqIvVnPijGyWwr0qgDpkKyCiEzupdR9bhAa/107RmHZ69mpanY4kX8JUWqAd0Ah4Bk6GAdBrhfouPqcAHM3TQpvkKd+FF56TxAw4dlpNW/O59T8dcDbjREFca/KZ8NOu4bKIIX7MbN2IXJw90uJQ9AMHGrawucaKdy09ewqXJKX/ypHX6OVD8kXdAy6ACFA0o/ISjw6XsaEVG/APO/Mkq5RYHDbMU9chMYtbjA6dBVHh4Do3UvXyFicMv8g8/eBl+HC4GZ/5ZOeLjb3bX+uDqBwR82AWqjoWVR/hFMzynztMG3PFYMu3bqYGDOUY9RKvGX3hEK45sRjdK4NIggQJujZzTKXRQHSl3IMLGaBpL0wWsmWJLI57OZprNiY/OsDOKk84mjg4pPs3TKgBaEnMLm6vOJUx88QIc0vFL5wUiXeesbOvfasDdgcuej6V4o/0CTunRd+9AtNMOpQG8tGOOeYWWzS8gwT+Aj6+A7SwtwAGAA9hJJ42BziFLAefIpSvXnmVceOZSJ/Uy2EwhPnngm0t6z9Ly92GPiYWZg5mESQdvwshcPO8Bt+Rl1qHevZfsBh9SOz72DJzd+/n/+5VzG7csNTQrYdN2DK7BULknfkCxH5DkkXaknlOmlD93YZXWrGa5O3lSneYMZ/WmztTPCNznr4/x7dIhgTKVDDvssNN7FgZggI+p+R7A3KOxApx0/HSugAggAFLcMB/v6PIz/TcYSBvgCGDggeOfsPJYobdHo1oNuOUtD6DAyQNNtADxag4daaKV0wzzDLjRrKvX2vdoz3vMKQGP2bQ1oPUH/KC5uNjxgieyJRPgFaDEB1kK88wJi0yVJ2nQSHmliexSZ9KJa7YkXuKjGTDkrz6lyV2+5DWMn7C9MZWQmYFNufArDwNlacjTPfUDjOWFzwzY4ubdnRPGdf57TnMUlwuIZ4VJec78iyxn29RMtPF1lMAlUgIrwK0ha/juOqgOxnnm5x0YuM924ALBXksX7n04zRc/HdGzTq9ToSsuMAEU8peHO//kF8mlA3uX1qWvBjhzpx1z0ZrR6uJ2gAFI0GaTzi/IiI83cV0BpvCY8rgX+PbA57xccQCRfKv8A+1v1sYqLpd88l6efbnyvLf30AJYGXTQDW3hnHeyzSCEt8RZK6+kXSucf+WflRvrRezDkq+8h/SHz3tLV3mVe+hCf+g3Po8SuDRJoH66TIEAJ2AM8PIDUvx1KEAGsNK5ouWJB/CkHU75h0AMJJOOf5zlXUwl7OccU4nVGabzNEDL/yxNtDVb3pamWekB9L27nAdteZp1xT5KWYpHowwIK4/8OUCBT2eXcJ3Zo1v3K86wfAHqmECS3h1tdN0NHAFLgAg0/NZwmQAAIABJREFUShabNq+s7a7M+n8ByshjtbCh394+o+cKfbzFDfPyfFEDt3wq/xkATf7De2SFT9csb6GVNLOgHP/17vJQ/ln666UZw0YJ7EsSmH/qU59yHBDiNHQaGbACsEMQD1AFhIWLD+D4xTbpOfbHAJy0LmHuHFMI26d13gDcqgMrDixLzI+IWmcN1PHkECQf1tDOUkD0vve909urXvWqOssCP1ZKMOnQtgMKpWXa+clvrjPdZMNMm3bv+Ep8vBkclC3TbWGRD3oZ5MA2PuKAIjOJQQBNadZzyXOjeOvRSNhqNNDPJd7wGc6ulib09vaeMqB3QYF2Je0Mb+hcUFpDflOuIf1h+Pg8SmBflsACANK4fYC0dpi9GQg7Mc7yPCBlN5/DgXzQ8pHJsjTPlu5ZlieNzTuAF9D5AOVUOUvcaOroB8jk59kHL+dO2DbtGSC/6EUvKg2b5i29bdfO/QCgPo5aMy1/4Gz9L8B0poblhGh412HlaZWBWQHwdMnXYGMw+ewXPlubb/B5kxvfrOKja62wFTM0d5ty7IK08sVSQR9lrRs2qMnDTICW7xdYbIixBf0Kh3UbUpSP5q3cAZBhIxn6rxY+jHthn+WxkdubvDeKk7Ikv9VMF+FD2NAlzdBvfB4lMEpgYwksABkHDDnb2cYSmzNsP2aq4ACdZWNO/LOOmjbsQyJ/gAokn/vc59bGDWYMca0FFuZ8ZWYMoAsAookzZdid5xQ6Kw1o2QYL68bdo+0DTIMG8LSb0CoUmyzkj54tzgYbIC7faLjKxKElnitaMrCQH+2dpn/LW9y61k8DYUvmbCyRp3Xl1nnbmUjbt1XfOuHsaHSaoQ0wlz/08Bq4LJs0iEVLlGfMS545eQ/Biv/wvSJdwH/Sh/4waeiuFjaMt9Fz6KwVL2VIPnsTfy1ao/8ogVECeyeBBQAMwNiT7Uz0yys2udCWgTdNlpZJqwaOzqvILjjAG/D0a9ZOskOPY6dm6vBr6NICY1ovmjkq1A632JCBM63XDknhgB8YWDtuDTCzCoCm9QJuIO4UQuDMLi4OvoE2c8W5288t3gFJNPB8vLR9HgAbDAwsgNz5KTR552WgZUejreZ4lO8rX/nK2vZtoLEhBKjL96ijr1v0xaPxZ6WKfDOADKtiCGwBu2H4D+N5VvP9QfJctTyrmEyGea5X7pWwfsKw8r4Ok+HBoCmfpIn/OknHoFEC+6QE6ocUbF2mAQMnW56tqXbGMXNIHBDy4Q+gA850CoALfG3ZpknTqsUFYkDY2RuAEXDzA8gGAGYSz0wrANQ5ExwwpGkDeYOGNcdPfOITaxBwvoe1yM7cMGAYbG53+04DR4sD3odc7pBOu+/Xa/NnupC/S/7MJMwsbOh4kJ/NITRnZhLgzCTkhx6YXIC3S9kAv5mHQ6OuecThZc5h2skPNtD8OTLKQJb3ug/OLgYykWUluoD/AlKzyYb+ec49+eV9Nu0P8r5CswfezEDQXAlbI4OE4y/Pua+RpLzFqTJtbB1aj8wYNkpgn5HAAm2UieJJT3pSad7sxUAUwLFz28EXEwQgDSi7c0wQ6WjCARWagBog2+bMdOJdPBo3cwzt3gDhACr2cxtEHvSgB5VGrSPSpNGiyfrY6PAmgApozQoAq+eTv3xiATwgxye7PHPH4Vc/vJYJosHebamee2zP7NKAWN5MHAYLJw8ahJSDn8P9s/1eOcUJcBtMmFQ+efzH2wte8IKaVRz7sGNXTCVZx01GkU899ysv+MV/BXhKohfs3xDY0Jt1q9EeppmNf0HfU4bZdKvlOxtnrfcLwl/ySZrIYC2+1spz9B8lsC9JYAGg0jJpnM6RplH7KMc+nSV/ANGzzuDZFQcoAStbsztTglUZAM+AQDNlUjEQ0MYBN1B0/gbQtg2b1u6XbXyUtIuSRownPMjTwUiAmQ0aTfnT8P1Sz2RuWgMO/uVBy2fu4KQFtEC7bNz9r67bVQeEad1vfMPTi76fTDNY0L4d94rWRz/60TrQCE94QVcZ8IaemcqBB+1fphUgHlPMcLoeQIm8DBzhDQ3yyBkn3fLEbuu28mRwTNrV7jTaDBLyV2aDFRkpg/e4PM/ylPALc1+NVvzc5Zn31egnjImJ3Az61cbm5ld+ZHm1dPEjw9Bwz7PwjfIOjfE+SmBfk0DZuNmLV86K7n+1hdmASUQnAiIAk2OS6A4X6nausUc7+8LHS8AK/MT1k1q0WjT4FXD2K1ikR1Mal2eauWNFacE0b6BlMHAinc4MhICqD4KAHE33c7efXR9TY6u2VNA5GJb7iS+tzgwY5ubnOi182p2DbZBidgHG6LoboHyQZLP36zg+3Mob/+z7ZgAGGlq2gWr7eeeUPV8am3AC3gZEB1ahyc0CCj+gG9A2uCgzYGejN7jsjZNfAD7b9pdbd1ZHgHpv6FxccYblXi0P9aIMtsBra5kVGcSUa6P064WvF7YaL6PfKIF9RQKTnTvPmwJjIEmz5GijNFrARCMEQkCVvRkY0+g4YMYxL/gxAlopBxABGeCUFjC7OEAmHYD04ZHNOh8VAQ27ukFD3mzYNNmcWGeQoFHTyPGM9mQyLY2T2QQffjEFfWAb8AOKATGdOR8Qj//U8e0pxz2tTCR+U1McZQP2BjMfS324NfjI08dL6X2YJC/x7Jw0y3CetvNIcl5GFda27H4XZ97d5bNytckKWCdONHZ5RcYJm70PbcjCpE39yOOiBC/0Ko8N1qbP8rjWO3pkCLCVE6949+xKOdZKP/qPErisSmCyuLhrqpMAQsAHUJkyomnrXJ6BFfBKh9LJ+Ot4/DxbLij98KMmujQncYYOkOuYBoZ0UDTkR5sGysDXipTkaSCIBpsO7qwMx62KI427PPMr3+i5ODy7lNOHSVr+F79wYv0ggjPI8S6POHGV2z0fXvGETzQMOEwlyhd+w5c0Bg5AOuuGYBsNWxxaJ76ZPpQjGvRs+uG7gQE/+MqAJJw/XoT9IE45Ir9ZOuuFzcZd7R3dbFjKIGuWQpbKrl61hfUcHrhZHtfyX4/WGDZKYF+RQP2QQrSe2IbT6IGHyzutExAA3EzNFTKA5VkcLuAFQAGHd8ASIAmQu6Otc7qLI790QvENFhwe+fMTN4AEGLOF3TNQxBOHVmhKk3eDQX4014dOswO0U5bQNqgw+8hTWjyI4w7gmXz8WC7wAcDSDcEz9mzh3CyIJ3yW74BY/CvxGv/kB6STLxMDh5eYHbwr/4V1SZt6yfuFpSfdCq3WHUOgnsg2bYts8rxRPqE1jMfvouBzSHN8HiVwSZHAZMeO7VMdBjDRIjX4AqB+SV+ATxxOZxh2FOEBuiGwJb40gE8a1xAEpZMvB+SjTcesMuy4Ae7QCZDOL+w5e2MIYEPQ4x/e8I9nphDb7K91xHXKRp28ZmcISYdHH12zxntFLpu7WYJyuSIP5ZeWSxmFyz/v4ornLn/lt1rGgMAfL4lbhFb5Z5ZgcPPbmez7AJzNmBvW0zDphQG02TRr0R7ms97zMH0GNjMO5RamDRjAUpa1aOErtHIPr8OwtdKP/qME9kUJLNB2rbMGEJbBDYGKH0ABLDqBMO/pIIAooK3wAT+dT8cTT3gAi3+c59AVHtAe0vGMDj6SVtyAWee3vNK5h7zQvGmfiSsMqAF0gGDlyLWOuFZjrk95MkOQRnnlJY8AKJC06cdvP/Kv/CedTRyvKatyhSb/0It/ZBhgIVd5cUwyMR+hL816Dk82O1nh4vuDOuSYGmitQz7kxw39ymOdf+ImXe78coXvdUisGwS0U0/5AQtgTZYbgTbCKUv4SWaRbd7H+yiBS5MEFoCSD4TO6XBuCBMAMADoAWrAo2MAEvcheDrdzw5Jm1Wc3md1BvAATmzADpGyK9HyQDsrgUsAIECbd4IF1NLGz3PAeyj4Yccs/vr10Tp7eGQqiBYnPs3bHXBXGeY7UxC65JDBI4MX/jzH3wDnPd8C5JtjXeu5BxJ5ANwAuTB+kRt6KSOansVx2a1pJYtt9pkBDcu92rNvC8qcfOQVZwAzWHHicOcLHywXrMCZf2WP37OisELRqauX+UySC/T6jW9+oz70+q5y17vetVuZY+moNfdt42NnZZZyDTPmNyznMGx8HiWwr0tgbtPmre34T3+mves9723n7dzVFpenbfOWbW37jvPa3MK8ruMAver69ayjsB3biThdbodd4fLt6odftX3ikx9rnzvhM+28HeeW3XdxaVfbum1zO+Ja12i7du9o73nvu9q3vv2NfhXIzvLzYRGYBcA9R8OMxk7AgI3TEYGTeHs661z9ikqnsPqgt6nt3LG7+S1DP1LQpl34poUt9Vz3NteWFoEZM81y8bt5szyUkPnCIf9LdTHF8Hdt2jzfvCuP9ePs23jCDzB24dt7PqrxEwe/yqF8wh73uMeVpqxcBkppDIyA2xp35YwsMgCgkQuoJ29xxZEXOrF775FRNyACYfxJxxWtNt927VwsGfo1mtmLjHbvWqpf6iHbPIu3tNR97JU/WrR8d3mUxj+oJ3nmqsz7/M884+z2mle/rn36U5+tulNnmzdtLdp+HciFP3l7dndV/otde6C1x9xiYMWD98hPfsk79/Aw3kcJ7IsSKETU0Gltp556atlx2UyvfvXux391QF/62V5tgqGR23TjQyStyNZ1QGOFhik+cJKG27G4o6bw1lhb2legNu12MkZYtHLLAm1qsUba7kXAFjMBQFrpjD1AAArOMkGX9NIwf1iKmHXm7NjKRdvHvzwsKXSJL+zr3zitDsESx5puZcenD56m8MpolYdy4Qlg2lCk/PiQl3yyKYepw0defpz4lguKa1Zi16hzUnwUtYRReny4Snbz8yVP5g8zFxo5WmSjrNnkJMy7A8Hwa8ZADvJRD1bDWBNPk7VWPDIrUOsHPyA/18+grLJBm/zwIT3a+CNXfCQ/NKwccoriwiYD46R97/vfq3NflNcHXWU+7NDDzmeuAZqzDrji3fcDA5gPx3hxYBlZ4pFszOrwRe7khy8DlZ2z5IM/sjWjE8/sSt3tjblllqfxfZTAJV0CC+ygOoFO6WhWAKQT/dIvHdsskVuaLNUmGJtRgCwgBXJ+2Ffn3bQwV6AC1DidMEDnHWgAQ+mAfmk8k271x3dP/257y5vfVqYaQAHw5Gm9NNoAggttaXVkTie3s9EP0XrmfJyzNR744NVA4/wVdHVsLuetyO/1r399+/BHPlj5kIG873+/+5em5rcSDRjyA5LkwgF869ltErJNH3gAn5e//OU18FkD/+hHP7o94xnPqMECYDIR2a5PhnjDJ3BjVgJE+ATq6JCRExDRcSQAcMencEAmXzTEJRcDprXuAE9ZrZaRpzpU7oc//OF1too15vXBtpepcpEvOmRl6z8gdkaNMjpkyzG997jHPQqE3/e+99U5NkBUOJAUdqMb3aCd/OWT66OtgQNddU2WP3Xfn1qpwxJe/0++dcW8tbRUMsaHQ8kAsR232hkZ2+wU+ePxoQ99aIUboMjGAWTai8HZCqFfffSvtsnCpMA7bWiY//g8SmBfl0AtB6Ql6Wy2gOsAz3nOc2pHo06gczgHWwcAeoD5ZS97WXV0ILLt4IPaWWefVYBM0+GyGiBaHnAAgi7gW3bT1mqnJTADhDRQ9nKrNnROfEhPmwzdCJs/4P3gBz9Y2hiwNjgAMsAHPNxtCKK9GQjufOc7FxAARGXQ2eV3s5vfpICUDADj6d87vc7adthWaW6Li6WJoglwlYEGSiMEmgYNtlmrOp797GeXhm0G4mOhM86Vg/njqU99askQEJE1/u0KtQsT4KADqAwEAMyxs375B0j5BnHyyV9u97nPvdutb33r4s9AQGZov/nNby45GQAAtm8NBiJgrJy0X8AduSuLelC+6WRSeZKzgVAbsCNVnsDSAIOGDUecjUYGefzh97pHXqc0bfJy+JY2gpZZmQFcWxgOGGgMQRsv6tPgo535HuJMdDIkE7txnX3ubBhlEle+2hRZqQczJfXtu4APx85xv/71uh+eTpsZ76MELk0SWIgtUkcGcEdc84gC7RNO+Gx1bgBB89KhgYyOZhkdf2k4HQgICNNpOc8cM4t4OptO5+J0ZtqkTmynpFMBhT3/+c8vrVF6YUCO8y6cX97daZo6rEHGWSuABriKK18mBz/GAAz4CWMCOP744+vdYVcOpMIP0AMIaDAz0LSVhx8zAg0WH2jI0xnetE9mjIc85CGVDtgCtfvc5z4FOEw/tFSgihbgNhjapcp8BJhSLvkYQJiWfCyW57HHHlta+ZYtm6sOaNRA0p3M5Utrz6DFjEOWeDUbcRY6fjllrPuMycKgR/t/xSteUeXCH62Xxs/04NAxO2MNAGSjPDm/RVx5kzXwBfbKbHBL3WXAyLfMlff++4WBlEavPTiz5t73vncNrnhFQ/vS3tSJdmhg55SLDMhWO3CdfPLJJRvAjae0l0ow/hslcCmRwEK0IZ1BB+ZoNgDKpZPqIA6Aoj1yVp/QKHVYW7zddT6dBIgwv0ir49QUvV9KCLh8NJJnAFCnBH7i0rI800DFRQ9tDrhxwE1cmvN973vf0rSAn+3peATEbNiABW086/Bo4ZEf2vIAjEAXv/hSbiYVgG2gwUv4ACAGAXkDV3zQ8gLCePP+jW98p4CVFs6kQSsGSqGDJtroKNuOHTvbfvttq7zlgS7wo20KN5gAJ+XHH3AKLVq7cqHJiU/+6OBF+TxLz6GdQWLlfdKFmU0on8EE2MuDuYIspEOLfMkSb45EUAfyZnN+4AMfWDMIg4XyMvcwEdG444aAHT9yUAZ8aYO+sxjcAL82Ih+nNDLdmD2xdTPnmHmoc7ND+QN0gxl+ySG7T5PPeB8lcGmSwILOBOR01DgdBsC5aHA6gw7LbslPRwYInrds6jZ86CzoxAYqTAf3gU9cz0CHk6f8kgagGhyAqQ5sAAE2OnRACg2dfAg8Oizw0NGdpeLsbFN0wI22cqADzNDCEycMeNLOaN9AwscsfEhDmwYQ0iRf/vJ2SQ9EhePJgAPA8XrooQfXT6mh7VAqPL7whS8s84dBggyAMRrSbNvWbbHnz1TDyQsgysOVmQBemQXwdN55O1dOXZRG3mQoDI+eU37hPtLhNS68exffR0yyI0N1CAjNYNCQzkDgQ7SZi4FLfmWe2twNEg7lcqa7o3ydm27GwGTjbPT1HJkrqxkTM8tLX/rSSv/IRz6y8paHY3rNyhw57JeaaP0GERo+u/pxxx1XNnfLKA1mNej1A8b4cXI96Y9h+6oE6uMkEON0YOuegZ3Gr4MCbJ3GdFlHAYI+lLEZm0rTnplbgB+wMt1mmtDpdXZAAhAAFVAA7mzaQADdj3z4Y2Wj1eF1TPFpeoAB0EZbxJ8BI++0QmlMk8UDfHgDdNICJuAFGGjRAV5lAlJmDKbmfpKMbVa+ND7mInZT2id5oEMWMZPELxo/UCUH9mE8KB95MqP4eTMDCh6lxxcQxJfDqwAVYPLMFEBG8uPEU94MNu5szfhmTmC/Z8s121AfiYcfDh1ld8k35UfXs/KqN0v6lEneysGWjTabPTkJU5/yZjNXPjJWVoPS7e9wTIFnvjeoHwMSfqRdy8VsA7TFpyD42MlMpK2xs7PfmwH4VmDQIyfx1bNBDh/Kaa+AAQ0PKbv7qHWvJf3Rf1+XwPxxxz3lOPZMnVkHdSTqKV89pTRBwKKD6ESAMhoOIDO1Bl5zc90KAUAnXMfToaw6kNZUedPmTTXVBjI+bOlktFRptmzZWsBjGgw4fWgEINE+CRiAAQEX4NFZfcAD3DQ7dmXgBNBMoc0Q8EhzBFy0Rx1fOsDi7t3ActLJJxawAnT2XHyzeRts2Grdjz7q6LL9K5cPZYCXVg9syUCZfKg0Y0BTOH5+4Rd+oX67Ujy8y0O5hNGepcWHgcV3A3Fok74lqBPgRyZMArGNA0yyc9EuHYvrbiAFagY9vOEV0BlQDb4HH3Rw5RsZBMjn5rqZjHdpfJQE4sxQ6h2vBhcX0AakyoM3dK91rSPaV0/9atUDf+0kgxo+mKDWc2eddXbxb/DMgBlTES1cGQyCym9QcjokU0l4WlpaLJ7InlkMqLPxX+nKV6q2sl7ewshjdKME9jUJTHYvLU51fB2Dlmz53pe/8uV2zjlnFThr2IDTlJRmB5RojwBNR19e6j4QAR80dDpg5EMWAI0mKC2ABRDAkYbFZPL9759ZIIUHnZFdGH35BlwC1u7yRxNPBgoX7REgAykdNyAP/AB4N8B02/fRRAPAAv8vfunzpfHhFV8AEV+xe5uB2Iptyi0vvxSEN+DwzGc+s8AS7wYJgEcOaAt3JrmlgZ///JfaAQdsK55TLvkAabwCHemVCViSFYBWJmAEsPAqXBoDHjriSOf5ec97XgE2bZ8MrWH+zGc/UwNm3nPynjzRIrfF3Xu29fsA+ZKXvKTqlqlCPXLiA22aOD4C5ugedPABJU/tQzk46QyCeKhvKPkqWaHn/7d791INwOqc/JVJvXHamHczFvWIX3JDm1OG07/3nRrolFub0gYNuAZI8hNnPUd2oxslsK9JYHLuedunwFoHA2jAUUfdtDBfU00NOyfPAS8dQYcEbNz8pLOfZtMNOrRc6XQ0Dj1gyAnX8RNuBxwwlW/iV8TBvwA4L8/SuvLuHj90xEErndZzaAiXP5D1bIdk0idt4oaf8G579hOe8IQCS5r9s571rAIUedN20QUYpvyWzdFeX/WqVxX41CDXDxrikjX+5EE+Ln67di22rVs3F38xcxhUgBD64sgPr9LjFWhZjWM1hrCUv+j2Gq9vDfyVO3G6eu3yZdO3lA5NK1WYsYZyiyzQkHfe7ZDNGTCRUwm0P1o28WbDEqfbvdq9KRv+OGVV5jjv+A49PHi3o9WARKbDPDLwztr2Q8+9Sz/0GZ9HCewbEqhDpmIL1Gl0XFdr3RRa58m5yAEYnQGoAPzaJk4TXuw+jOnY0gQcdLR09gAJ84mOpTPOz3UrCohLPBcn7rBjpaPyFweP8vGODie+K53bs3ShBxg45USjwGFTt10ahPMTv+j2gIfPDDbyovGZvtO+aXbSBAxpxjRHKzCYPpg8mIU4vMgP38A9oCy9GUQGO3nkHS8B+fDtPiwHTZSGa2AI3+qC3Zjm71d/gDaX2Y888cOlzAYH3x6YP9zxQY7uyS91yY+rOugP7lK2rCBJexrK37g9BNYiMAPQoSss9eaOjjCX98qrH3iXlhdr5ZI02emqvrjwUS/jv1EClyIJTJan0+msJt11lj0HJSlvOng6UTrldLnThLyL49LBvQMjz+nQOeSpgL03R0yX9wBtOmtoB5z5e+akTT6ehx05PAZg0AlfOr0OL37CpTfwFDgPAB7AlC4++HEC7/w//omPl41XWvQCJniTl3cALjwDYfJM/CFPwkIL/8CW3IAl0FZu8TlxXXmPn/Lc8pa3LHu4/IUnnXfP4rA3K6t8wrfzP+TFj+OfgWiYV2SbvBPmzBYu9SN90XFWyMzxskkbAO9k2ikIwtDkEq9eZsA9vAvreOjSKFfs6QA7NHIP7dCMf97H+yiBfUkCk/N27pjGhotxHZApZPdi9+PA/EyFh9qLTrDiN+k6DmDggBPnXTz0dOZ06HQg97qWO7DTkby7J27AArB5Risdzl0e8stz4sgfrQCid2AUf2EBUWdtzIKOd3Hw4TnHjRaB/l9+osxg1Jkcul+wodUCpgAJcJKXwSvgTzPEW4AmdAFd8gzNpEmc4XvyCA/Sk0HkEYAUT3k44eQmjrI5jIvf0B+/+IumTXaJM6wL/kwlw/pC18Whn7D4VcDgX3dYVTew8JY3/qSTv7u07uFLPDMKA5uDvvDGRcbexVfmlDv3irjK4BD/8T5KYF+QwEIBLG2y73DV2PuppjAOIPDXGTgaIVcdbNIBk07KuaMljN27lpz1tvH4AZ+VztavrQ4wuIcGOvINAEifdImPp3Rq+QOWdNIVPvpBRMdPHJ3eOzriixuXdIB16G/wEtfAJn3Rmt9jhwVkoSUtQA2AkCFays4NQTsALC1+Atrxd48/MB7SWMmjX5aZbw0F1n29yi+0h+XBG1OLsnhWrzGnSBPAltbFpZ5TLryGB894I1fxkz75F4H/719HV3w0XQBbXdfA0M9qUt/unHK4yFHa8IE/aTl85Llkv4ZGX5HHf6ME9iEJlKkka7fTObtGvuenxtKphp1WB5qvXZAdYOsg4vHX+dAIUOZdmDjV4fpBwGw6+SbebCebpSOcCz/AGuhIjw/+nocOGAACadO5677QDQ7hQZrhM3poywMo0pb5ZUByB+gxB0lPnvLi5CFPF56iRQKazGICtpWg/xctGhBGcx6Gzz7L08wgNMkazylrZgHS8eOUg6nEMkUmmqrTwYfcyMw9/EsbOfP3cVcYWtJz3smQX8pfAf2/oXwdu5v6E2zgQMeFDpdn8dIWksZxvD5O2qGr7ImDx/DRZ7tSr6Eb//E+SmBfk8BkebpUNm4NPR3a865eW3RC89D1lpE9XpOus+7xuHQ/XZBOfz6AWkMsG9ELjcRbuQ9W6SCdeLP3xF8j+9F7lMAogX1QAnvm+ReQ+cB5N9G9gIn34eiAcSMwDHheFMVMfrM0SxPvNdvV8sHjbJrV4o1+owRGCex7ErjQwL3vFfWi4zhgiuIPCo57kz5xZsF4yMdqvGw0wFx0EhkpjRIYJfDDlMAI3BdS2gHTC5l8JdlGdIbgu1HcFaLjwyiBUQKXagmMwP0DVm/AdAiwF4TkBUk3Gzd5X5D8xrijBEYJ7PsSOP/Si32/PJepEswC+WWq8GNhRwlchiUwatw/QOXTeEfw/AEEOCYdJTBK4EJJYATuCyW29T9KDsH8BzVnDNMP6a7H9oVJsx69MWyUwCiBS5YEVkwltUGj37U33ABhwwPAsEmEv3frvD3PzWy6SNGEu9ZygCWXTRxoB2yyGSX58Zd/NmFgMsYlAAAgAElEQVSgyU941p2vlc/F6Y+ntYA0ZUuZfhA+ks9aea1G+8KkWY3O6DdKYJTAJVMCk91Lu6ZA0Y6zAuMecJf6rctbFzbXluaAwfJiv6W4Pxt705buJEAgJT0XkBnSW6v4ANiOt9BfLZ44dhKKY0AweMgPzxcFOK6W5+g3SmCUwCiBS6oE5oCi7drZmmx7t4sGXtuYp90PDxQI92d3iEvbtq0bcAY8A765z2rd8R/eneEBiG0B5482nqRFN4OB8DzjS5j4oxslMEpglMBlTQILOSAIKAJH5104oGj3Un9Q0EL3o8EBSVou80YckF1xPY7a1YfeLLgOAT5ppM+BTQkX5hlAD8/pCLDjMzOE0BnvowRGCYwSuKxIYIG2m4N9clRpd+JaB9w0Yg4Q71rc1bZt2drZr3tteKn/JRxxAGsAPu+VeOZfANp9Mt9tzT5v53mlwdeJcP05KQYIP1rgp6wcguSnrfwIgYEB4Ie3GfLj6yiBUQKjBC7VEpgsTRen0WrZmuMmC522O+kBmpYLMP0IGRCnXE+YM1p35GuB9uDgoyE4h6Z7/OPnnakmR5jWGRw9nRNPOrF+Af5Tn/pU/ZbkAx/4wOYHZKVhSpEnXkY3SmCUwCiBy5IEFpzH7Je7/dAuk4Wzpuvs6Dbnt2HaueecU7/c7UdsmSc2L3RHozaAvrTUvvntb5S/n75y0dZrhcrgl1aGAh1q5Pz9uK4fGObv2Q/l+nVwP/zqsHwA7UdoTz755Hbb29623fpWty6QL/De4BfEh/mOz6MERgmMEri0SGABWL7+9a+vX0I/8sgj6xe0mSMOOPCgAuCPfOQj7aMf/Wj9ArzfT7zG1Q+vXxp3KqBf/H71q19dv7MI2IG/XyX3+4cA1zWrEc8C9+c///n2jne8oz5K+skvv+V4pzvdqT3gAQ9oRx99dLvOda5Tv/7+9re/fWX5n8FhadqZcC4tFTGWY5TAKIFRAnsrgQU25cMOO6z5le93vetd7aijjqpf+GZP9uyHaGnEwJ1GfZOb3KRd//rXrx/BPWC//QtUP/CBD7R3v/vdBdw3vOENmwuAH3TQQeezedOSXVyZOtqkffc732vv/98Plu36jne8Y7vmNa7VrnbVw5vfovSzWvNzm+p5966ltt+2A9rSUkdjYWFT96MEg2+je1vofSnecKCL7PYl/kdeRwmMErjoJTD/9Gc87bhb3uKW7UY3ulGBql8mf+Mb39hOPfXUAu7rX+/67ZjbHVO/aH766ae3973vfQXwTCxHHX1UO+a2t2k3v/nNS8v+6le/2t761re2j33sY40GftWrXrVbGbLKsj2A5O+zn/1cO+GEE0rLfsQjHtGOOeaYMpUYJLJE8XOf+1xj5zZg+AVyTnpAtgrpi15KI8VRAqMERglcgiRQ67jPPufsAkK/FM5MYR33l770pQJvPwvFhAFI2ZjZn5kzvvCFL1S8s88+u1Z8MGnc+MY3LrPJN7/5zVoNkvXgBdEzK04iA5o308rVrna1osOfLZ2/u1UvlgV6dnH8gPplWQNV9sty+dN+xvsogcuiBBbOOfec9qEPfaguWi3zxr3uda92t7vdrVZwAOH3vve9pUX7SHjggQe2xz72se0Od7hD2bo/99lPt/e85z0F9ICV5g7ggfjwh2cDNO7D6b8PkED44IMPLrCOlg24PTPlWBboLm6AHJi7lpb3rIS5LFbgWOZRAqMELnsSqI+Tb3rTm9q5557b7nnPe7a73/3u7UpXulJtxLE0D5izX7NZH3vsse1mN7tZATJgpVH7aHjaaaeV/+1vf/v6mLjftv1WflTXMj9uLe2QJi/MD9YCamAcx4/m/5nPfKadccYZjcnk+OOPrw+l0pkJbNna/Shv0lxW7sPB77JS5rGcowRGCXQSWPDx8VGPelTZpJksrNeOY+KgQV/72tcuQAawWXNNC7Zi5MEPfnBp6Vc47AqVzK+NW05oWWHOFwk997JtDwzTVrBc73rXK+19CEa0669//evtbW97W5llDCyf+MQn6iMmPq04KTv4qHEPxTs+jxIYJXAZkED9ynt2TA7Ly7bNPDHc0i4ecwgAB7Jlc54uFYDzoy3zT3iWAg4BOXnw83f66d9vPnpat81MIw1tnuN/0kknlTYOrGn4hxxySLvGNa5RJhuDx3DHfWhfWu+ryZGsRzdKYJTAZUsCk12LO6fZFRmgBZwAoba+tw4YmDGG8QB6t5PS/+nKphvikw7w29ATYBmCToBd3EnrTCOxY/PznEFAusRPnLyzd0/mLv3ANZTdbPOMfGf9x/dRAqMELr0SmNPx61jV1p3MV6DYJgW+7NP1sbB14Mn0Ibw+HC4vFVjHj4jEBdrSAW0DAdABsPXcJvWBcUhTOpp0tOyi0W/ekZd07rkKrHuawF265JPZAb86ywQ//TGw+OAnfQ0M/fni/HPJQ7h4iYO/PKOF19BKOjxzwtGo8vUnHXof8uNduvgL8+6esnqXJ7+623C01J2iWPI1KyHn5eXiFb/ohWb48i5dwsMXXsXxLo5nd/ESFpnyTz7hVXx+0ie+tKHpOflWhPHfKIFRAhepBCbn7dw+ZRLhgBbb9FCD1gHZteNit9Y5AfT8pK2cp00jNwgkPns3cOXP7q2zC0OfDdv7ls3bzrfML0v+ABbQCFgE2PCBpjBuedqf0w3clpdWgDV0pFOu0Cqw77fKKwsexMEjt2t3B8z4tEzywAMOLD9x0OCvjOijy6GJDuAK+FVA/w9NjmzJLHImn+SfUxnR8EdG4kVe6sHFfCRvH2atk+e3beu2YXb1bSH8Cqg63LSp6NZ7f5SuPOXDyavy7gcyadBw4ccMilNWDl/cyuCu7P1pjuEdn8o3ulECowQuWgmUqUSH1UF1XncuHdazw54s1zv00ENX4gC66rSLuwqQxAsQ6rBADj1LCL/1rW/VGm1b5rdu2doAFtA448wzauekeHZvsnFLGx6KkZl/6AKVgALg5gI6NNE4/AUI+bHRAxcDFRoBGqAkHp6UQZhnThieMyAZHKINB8QyiAWkAnrup5xySjvqyKNW0qMnnpU3aKWsaIoPhIeDx3DwO/W0U2vzkyWa+++/f63kUSdWAfnIm8EHr6Errww2+JWHK2VakVsP0EPZkbUZBp7IMrId0pdeHvITXzlyTG/kEZrjfZTAKIGLRgLzTz7uycfpyDr9/2PvToA9O+p6gZ+7zEzMNpOdQGJICCKQoBRPUfMUEEgBKhCEBAmEJYCAhM0nCIhE2X0EWQqhSFjCqmBwYQ0EnwIlAR4xbBabjyAQMKxJyDbbffX5nf7eaf7cmcxyg5SevnXuWbr7t3X3t3/dp0//fS1p+Z0XhRodQOJ1/vmf/3ndW10C0DRS4CLP4sJ8AbFrzwvM5sZ5bp/K28vknHPOqXXi+YReOmBtad+b3vjm4S1vecvgQx7xAEgI8AccyeOZQ36AYbngunVrTZTX84AQjy/p8UGD1+hMzvJp58fpAWkBm+cV5kZvchkwF1t6K2HmRu+VDYpmB1qALTZwZrtPXPSJ4eyzzx7ucMc71BLKAv81a6rTQYtsdGF/nYlr4Ii2a7qSrdJs3VIbcNni9sMf/nCl+da3vlV20IkByxo5dbZIfnrhwT5ox1vG3yig7NZ2ZNRxpZPyXNplezbvvNcd7ZJ3br42I/vsZz9bnTC64Tkadvo/WWCywGpZYJ5HpZEJQPZFL3pRAaIGG+/TJlO8Zmupv/f975WnqFEnALLLr7h8uPQbl1aj12B5t7zB3/zN3xx8kWlfbcN8vAIcxx57bC0nlE684T/AdRRorFkz+LQeqDt4cz1fK03iVRcgz81Vh4I/4MwzcuuAgCIQitcLuKS9+pqrh29/59s1AkgaOpHDMsTLvnVZeZ6RK1Mf7vHoA5sJ+L3qVa8quYEqutI7OzJXLi05dCYA+qqrr6r84ukuBDitpb/tbW9box+6m25iF+nQcERGtATyKAt2Ew/MefpXXHlFdSA6KDbAQ9rQAt5JSxb0xNmUDF9HOig82dB+N29605uGL3/5y8VDhzKFyQKTBVbfAou+btR4nTVuDbJAYMv4c2IaLC9Yg/WFpKkPm0j94i/+YjX0TRuvHXh+H/vYxyrOvKuvJq0PB1BH/fRRNaT3Ec1sQz7s0MOGAw84uD6j74EKEAiXX375YP8TOwgC0Jvf/OYFXOThbftxBWkBDNrAL50QADSC4AHy/Onni86bH3vzmiYArGQKUNHBVM0v/dIvFS1rxK0b99GPDsN0xIknnlh5LYRhM+AO7AAYGQRp3ePt46U/+ZM/WQZ3HrGOhn3ZVQfm3lQEMEUDIAPRv/3bvx1uf/vb11YAdMRrzX5rxvilpVrjbgREZl+zysfzRQNtthDI4rjwoxdWx6hsDjrwoLLbhRdeWGl9VEVue8ZkKwP6eq4c8dZ52YNGeagndpL0wRVejtQf5ZigQ+g72jyfzpMFJgvsmQXqF3A0TAEIZF9ujR0oaZRA8vzzz6+PcMzZ+loSIP3cbX5u+Ma3vz289KUvrWE84ABYAOexj31sASBvU2N2BNxqWmFxsTzfH1x59bKnWEPuBgTSAz7TLMAVCADs3/qt36oDaKMnTzxNOgS0ALYRhDMQMiecNeD09bXnG9/4xprCueUtb1kdwyGHHFK7HgKld73rXcXb3D4dACOgtIbcdIUtbT0DqsCJLD4kAmC8VTsmCjzkfs7aMzIL7EtP890CmwtGNX/5l39ZfLNRl+cAnX46KXYmrw7GUV59tzJFenLhQTbyXHzxxcOpp55a2xkAaSMCm3rZEEwnZoMwuuHhANK210Xnr/7qr4YPfOADpR9b0ttHUDc67EYlszqifNguHTR9dEhTmCwwWWB1LbCokWVO8+STTx5srVqebJuzzdwr0Hv+859fw+CnPOUp5YkCMuAIYB/2sIfVlAiA//u///vhoosuGu5x93sU2BAZnwAWIOZlLqwz9zyuyAAuQA9AAw3eNqAASPZGAVIvfvGL6/N7uwQCW2Fre8FnaiQgBWh42ebQTdXQix6e1zxwA088eZQPf/jDa9dBcgFqPyzxtre9rTqxZz3rWQX6RhrkM6Xz9Kc/vTqT6GWUgg45bXuLLk/dFNDhNzq85PSPnZMH8AnAXyCbUYIXjwCwpmguu6xkAd68aiAfG7qmY6Y/5Hfg7SzkGoDyjnnMOix66tDY2iiGvXnfdHzQgx5UI6DXve51NfVh50cdgw+hpH3Uox5VNsLXC2U2R9/qGx22NDpKNHVYkbcEmv5NFpgssCoWWNy62efp49Ku9fvtP2zYf30Rrkav8W/ZWr9686sn/M9hYW5+uNnRx9R5bmkYHJ/59L8Ol3//yuGv3/b24T3vPr+8c/tmr12z13DNNddVJ5C9tbdsNp0wvxwX0AIggN05DR2AAW9AwIuTFmDb8IpXCLjL250fVzXw4uUltwA0eZI+mecdAxWgCnBMpwAvAU2gBuxM7ZgCMRfv0IkdeMCBlQ4YAUvh937v98YpEatnts4VLV7osTf7mdpD/KprryqbrFk0kmlz27W2fJyzX7O4ULzqZedmOpvaWBg+/KF/Hs4999yyw1cu+erwmle/bnjf+RfUjo33u9/9ChCXtn53QBffa64edYje7AEw2YCn63mmTGxdYAdHL59524CYXcn8zW9cNnzh81+q6RflKLDZ4YcfPmzetHU45ODDhmOOPrZs+bKXvrxsCdAP2HDQsHbduLpIHp3ehg0bij9ZUpZFcPo3WWCywKpZ4HrfHmmAvFSgKgAGIAv4ylvftKmmEM4444yaiggIA9x4fMBSeg3ZNZAExK7R671h4OiZaZt6AdbWApMDkEtrRIAP+ksNrEIr0w3m4Y0M/vmf/3n40Ic+VPPzdjx89KMfXcANaMlDjoA279E0Cr0EnqYXmfgYIfC4veg0H26qQr599t6vztKbRgFcaAMxP7dGn4wkws8zNE0vSE83+uhsTD9Ib+qigPXYY+ueLHQUJz/71HuENj0iDn2yoy1UWSyMU1KW/5m2+Zu/+Zvabz0dkxVEXjyzq03GzOOzv7xk84Ma7G1PGlvvelH9hje8YXj/+99fI4zjjr9V6Y8newg5R456OP2bLDBZYNUscL3ADVyymkNjdg0kgI1rQGOYbUUIr04aQ275AJi0plkASq3uuPLKmv4AFA7DfXGmIDJNAExNFwAOzwAgkAKYaJo2SIeyafN15b2iVTK16QigATztdvjrv/7rNV+dfU+AYFaw0CGhOqO9F0te/OyKaKpF4IGSibx2U6SfaZyrr7q25AeAXtjii6aOy8++sYcADOWhK/A1EgDAd73rXZc7Dz+E7GAzL0bvfe97D7/xG79RfNAwhSOfuWcer+kjNHRwsYdRQ37WLcAJtHVKyor93v72t9e1UQtZeNY6AmUAdHUYXkaLSzkDb1v5GoV4cerXkkxFAW4hYM3DNxc/hckCkwVuOAtcL3ADGp6chguogIpngNLZ/LE57le/+tU1J+rHfoHDgx/84AIHolufzZv0gssv7Nz97ncvcAioAxBAhQav+IQTTiigBhTmWi1RBAy8RC8nDfnxB7Rr1i7U3LF4cjoDLB7reeedV/cA0xSBZYlA22oO+emkEyiAs367rfowLUJG8hpJeOkI1Mzj3+b429R0BmBDy0+r0QPAATq00LnjHe9Y+nghCIw90yEVr2GoF4NWy4jL6IPsbAqIdTo6CsCfPDoE8X4FyHP66kgsCdTR0MeUUeLEWwpotGAkohzYjrdshY0RArl51ToQL0TPOuus+iJTx+YdhpeZ7OzdhRUndLTcLy+y+6qZaZn+2XQ9WWCywOpbYOEZz/ijMzXwBOCR4BpYOHjT1hEL7s0XeznlsDJBQ0+DNp8M7AA4TxMI8Q6BjGE5sAQWAAst67mBoOkHoAVQeIHS4AmYAIah/EknnfRDHvfmLePabrICIfx4na55/mgKftnnlFNOqaVw7uMB44UPcDRNwlsEdPT1UpC8OgxAZ6kgOYRKay5587Y157xffIErHc3HGzGQG5jiKR4vOlnBAzClVwbi0WAXc+/xkOmWspCWx2+e34jkRjc6rM5AXscqoC+dPOg6e1FIBvagkw7S0sD5ufFrykzLGFkY2egI2MxIQhkAb798JI5cD33oQ8vrt9alDxN499aYricL3DAWmNu48drlvUo0eI1c6K/DOsAIAKQLELn2DFgkAGT3nssXbzT0k85ZWrTSgUgvX8BMGvJ47pn0PFhgYndALxu9jJPHc6EHEGDc35s2IEdWomRenLfKe0ZD+qytJhv+0vvQxPI9NIT5uVFnHY7ORyCHPKYTLGf09SRQDYjSI/aTttdfvtiILIAcXdfsyev9sz/7s5r+4RGv37DfsncuXWSlExndo6+juehfLhpe9rKX1ejnEY94RI16sjsjucnlSDmGJxlj28jmvtKuGT/0YR9BfK5zrojp32SByQKrZoFtSHs9JAETQCsAW1ioOdAAlWcaO4BwLZ17jbgHgYBbwCQsQ9N9TX+0+W/gIKDr2lSAEPBAO/txAzidA8AFWAGagI88XjSWbG29tHQADmALaJTcw9zyBzaeZ/qBnEAbHfPGwqZNY2fBFoBMSAdkyofnzRsW6EbGxEc292hHL6MXNqIveehPbgGfxz/+8TVKqY5gflzLHhs6OwRnow88P/bxj1UnYsrHi0ZTJuK3sMHMb3sqJ3EZEeGNlymnyM9W4peG9pK440mPyFCCTP8mC0wWWFUL7JTHHVDUGF1rxBp7gC5eWoAIQPEwgae0eU5yoKTxJ38ASVpg5UijR9e1tAI6AbdYAXAIlden5G3tcLxp/JfpNJBGExgCX954+AG5vFjzzEEu/PH1lzXvAX3L/aIvPuSILpGV3OLoja805Eo6fKR175pNYvM8C93YK7bQcZErowpyFa+2y6NrtvBRj18U0pGY3qoRQG0HO1e8Ul5sSbbI5L6/Jj9Z2WTsUMZdIqXp01WhTP8mC0wWuEEsMLdp03VLGiGACJg4C54J7gGFgxeowQoasMYaUApAAQHX6IqfDQE0z+UFUujKg1fi8QdYaDiPQNG2E22gbqpEfPjIu3y0z76BWmhVXHseEAb2+VTe9AhewLDWQs8vLHvf7uUH8AHuzZvHqYXITqdcR46AcOxAlsTFBsXTRzhXXVU2YBcebQFvs7+0PXC6X1gcN9vKboN4B9zJKaQzKlptiLJNl22DLjYk10qht1/i0bMlSuxr9MKmqT/i0Uv5pWMko5Cyjj10MBndxD7i1COB7jo/IXlCW3rx0uIbWdwrS+UlSMfWye/etRfW9EBPeZHNs9gJzYSi3zpz6R2eoUsHedDMFF7yTefJAqtlgWWPW2MK0KqEKq4KKbh3AATpvFgDtNJoSDzOxKu8yaNRJIRW7hOX9Ibnoccrx4s8rtHGT0jDjHy1HLB56mimIUmbRulaesABGNIBuAc0fePGS1pntDS+gJH0P7jqB8O+++xbz6RZXFhbL1S9iBXY5/Wvf30tnTMdET0jjzzRuTK0KRQ8ecTWnV9yySX1gtaLWGnJBwgsL7SO2kteSwW9wATc5Oqnb+joWUYf+KAT2+Rcem7ZBqC9bPiJj63QkC/6ZJSxZeumAqvognfSAjFgyCZA0PsB+b38ZVMyuUc3eULfvWsHWaSlk1Uy6lxA3jOgLB35U3ZVNs1uZFVmApukHrNrdQZr1tbz4tH4JK1nQmTBj07oW1mUeukdgiBORyFEx7qZ/k0WWEULLKroQDMVkLehkqbBiu8bmEZouK3SW4HgHA9PZRavIWpcaXB9g5+VXRxevEu8XWe++NOf/vTw5je/ufYTsSrFxzN3utOdioTGSE580pDw73m5Jr+zOOub6aKRAZg0YnIGqAC1OLQDNrzZAAYA+M53v1PL+Ywsjrv1bWqPD9sBkMXKGl8/WkljLXcCu7AV/rELmUqethqEHXWKtgwQzJFbeSLQg0zi7cBnbbwvQw88aEONCLJWm6cZ0O49PrzkdyzTsyPh4jiSiWwV2TxaPHuQS1nRM1Mr0ghsKeApXHXNVcM+e+8zTuMo482bqo4F+MgBfIEuGim71LXcS0cn2wGoF+TxTD7ybBnGDsYzeQTpt8636+YZe54XyzxieQEsfso7eni+NDd+HKVOpqzQjycurU7WXjeWc1rPbrmrFUI+UkIfXccUJgvcEBZYVBk1WkCoommQValbAwekKi9g1zCcpZVPQwJIDtfVCNqKEM/kQ0+lnw15Jo2GwLMW8EhHQg6Ajaelfb6c9EwaecjN40sjEScAhx8Kjb0Gmjg0pA9/jV0AQGQrm7RdE4G2tEBzw/oNpa9OhWwHHXhIrRGnL10Btg6NjbzMQx8AoCdNydymoOhMD/LT0RJI69+Bsg2g5MVXOvGWI/rwJuupxQGfeHsBODzEpWOShu5C6T9THOl42R1P986RN2WlLqDrubQFbO2XjdJJZLtYoI2n9ImL7T0ja2xNLjzKFm1UpHzYBU/6sK1rtDK60BlI109p4CE+Nqh60r4e1QGTz8tiOpJPPa7rVqekR1PayGf6isz777d/2RAwS2P0YzmpbwTQ8SzetoSxX2Wa/k0WWEULLFpn/OxnP7u2ar3//e9fL640WoFn9Y53vKPWI/uCD3CYElC5NSRgapdA67B9YWjNL4AJEKTxoKXiCxpogMD9BRdcUDvx4WWNsa8k73nPew6PfOQjay21tcYAzc51GpC86GvE7n2Ag7ZGLmi4GZ6nUXqeBmlLVmnQAXiZj4xcZHZtb+mXvOQl9dGKDbNMT9ztbncb/uiP/mh5NCEtWegcYAFoPk5597vfXZ+X+8rR3iZWckirMfvQxSZWOgJrxX//93+/PkenBztYL40OgCFLpmEC5OLQoZMAYMhiffZznvOc8gDJo8x8IMV+sUtlaP8A16aN4y/W4MmDtD2Atdo+ivrd3/3d+mgJbdv2kpnNfWSVrzef8MTH1Va5/3Lx+AGVj7Gkt05cJ0Q/3nGAGriJ37x1nIuns2dCplYKAJtHrlzp+9a3vrUA8tnPenbZ8bq2ra588aSVO1sYfSjX0047rfZVefzjHl/PvvilLw5PfvKTy95GMzbcet7znlfbBusc7YR4+umnV/nhi6cf+WBrZUwfdcA12zuLS93OmUwAXFlGt1Jw+jdZYJUssOgrQR+b/N3f/V3tQeGLvwc+8IH1jNdoqA6g7ZLHw7LZkQ9K5FMxAav9L+wSaH+Q+9znPnX2cYiKDKz6Ct1fAyVgxHvlsQN/jUfegFzya7wBKjQ0iBHQthYwoMPzAkY6gI9+9KMFYBogPgIwM7T1wRBdAMoy4Dfg1xADFraw5T37YpKu8oeWPT18pHLUTx9dX0kWGLW9RHzaL+0f/uEfVqdn3bVhNJv5XJw3bdqH9/yCF7xg+NM//dNaqseDF0xF4UdnIaMhtvAssgCbfffbu7xQQPbc5z63QNeWumTw5Sjg9Mn/IQePtNEDakASmK9bN36pqWP0lee97nWvmjsHzkYP9DKXqxMEdD78UcamgdiCLJ/57GeGl7/85TXCsEOisiSbeF+w6vzpENuxL9r3ve99hyNucsSwqX1EBXjjNEijfOTRWZiayMdUqVdlnOZgKHf6ZKpGnLrJBj4W4i3rMC2HVE/Jp8MkK7uxl90nfWzka1Ff8ion17441Zl5Z0Ff/IG2tuJjM3WJPkZKZd/so9M5FJF1Ok8WWA0L1LauQMSn3X4ogVdlm1Mgo0IDF5+iq7jmXnmSPgW3BwgPBKj5ItE2pjyUP/7jP675PvSy657Gp7I7ZgPPGSB52cZD0jDSwJMHCHoOuAGreNcauVUlQkBd49UoNXJbl6INBBwAkSeJHg8wjR1wkIOnBvwBiIAnkDrl5FPqHpDgqWM5/WGn17ytnfq8JBTIBeB0KBo8wPSFKa+NfXi+5557boEhAGFrctkGwI59Gj+egDL06sKP83ulZTIAACAASURBVLZ13DosUzDsQB/yCvIDVi80ebvmXIGm0YIfRADc7EnG2De08XTk83k2Akw1FdL2QWdfNvIF6UMe8pDySum6du3i8Ja/fEt5+3S2JQHb6hzw0fk5jAbQoy8bmmKgR4LnAv2Ar7LhMBiBOdunRafxnve+p2wBfP0QBz7JW/kbgOuYOBjqpNGTjlZnrmPC38gATe9M7ElDNmXiBbByQ1M9kdaHTrZLMP2jbuiE1AH1VfDVqXonZPTj3lTOFCYL3BAWWAwgaNQAyOfdQACYaHAasUYNyDVK4OCFIWDQUAEIoJJX4zCEVvk1Ct4IAEgIEGvQARH5fXJumgUfcZ4F0AEGINZYeH/uAzwaVei49ifNLX/2ltXYdCr4SyNfQFWj8gs4piIyXyofEBDQcq9x+rzbc/wD+AFw8pLV8xHERgAEPp7hm+exMxASx6MVqhM4/fTaAxs9AWjwBMmBFtnxcQ9g5Od5sxEgMSznlQrKAqBLb8oGH3IIaM0vjKsz5CvabUQC7E2XADovP+0TY9oAQEqHn46F14kumuTNqh5yWR9O9nR87AzweL7SKwtlx5YBRnJ5FuDry5atnvSkJ9WoJyD/hCc8oUaBRjFGKABa+VQ5+EWi9h4BnZ//uZ8vb5nDwRu2WscIx1a9PHj2kx4fst3jHvcoZ8NISp20Xw178LyBtw+fqk6v26vqjz3IE+hcNmnr59UR5RbbJ910niywGhZYvPraa2pKwWZO3o6r8ADahvqGjd/93vdqNzk/agCMAfSLX/qS8lSAxGc/86mK59VokHaPe+aZzygvhOc1DFvLe6oK7EeE53l8EX2pPOYfXHVF7es8Z4PvwQc3lsCN+4b4tMSez5a9bdzk19itUBhXMGj8gsYrkN2f+VZL8sgMgAN+wNBcM0DX6DT4zIdKk6mWotm9NES/gL3N/dNLg8drabA+eL7kG3XdPAxzW+vemgcjgsU1Y7xfpN9//b4F0mzEs9wGoAvD5Vd8b1i///rS91vf/o9hr59aW+uks6yMHWoKwmf+6xaLLhkEwMnGAFY5AO90NgHDHkTki/3obkrlqU99am3VygMFVqbAPAdkOp7Qia2d2UxHIg4AAmCgxUZe6vq1JJ/Z69AD3PLZKAu/4259XMnNDmRCxzXQM0VhvxfvAl7xilfUHuJGf9Wx5pP+hXHt9OYqh3FVC76WHAqm32xDe+aZZ9b+OUY9Qqb6Hvt7j1v+ijR1Rdnqw5/0xP9VB0fmGc94xvDGN7x5OPKIo6r89tt3/dgRjlVwWXYjBfYUenvXg+nfZIFVssCiuT3z18If/MEf1PBSBc5KBT/hxWOxadQzn/nMehEpXoPltWpQhpiG6OYsDz1k3IiqvNI2l7ojWVVuB+9HkM89+tnwyHDZtbf3n/v858rj0jA1Eh6tX9IJeKNh/hU4e8kZT5d3qMFbQtcvnQOKeAExQK7RRR60gZ/ngERAQwjAuCaH5w568H6TXjr2Mf3hmo289OTVmkqyfNALYnP7wBevzKWad5bGPUAmJ/DjPX7wgx+sThQAZgoIGJnGMhrioZqzfsADHlCecmR2DkjSczP916yp9wyml25605tKUjTJw25swhbRrxIsLxmcK3DXKaorvG5AbwWQ0Yr3CZbIyY+fg22kxyu2Ba4OdfDEu55YtsKHzuobeuwK3HUK5vTZc+PWcVUImgHsgLa6ZBSoE7IToxeR+WEMU4Cma7ysfNrTnlY2YlNb86rr2oWO/+ijjy4bsHGNcNp0E1uMZTyCNFnZVSDXFCYL3JAWWDTstZXnz95inBIAgCqgP6DFYzHPq+JqwABOI3RofFYxaOAai/k9H6jwxEdvexRdRdZgE1yncqNHBo1T6PPZP/uFL3xhTd2YYwcshv7m1m/787ctGoClpG0vLNGz1vr4444PuwJWnmDSAYvymNvLUbw1RHkBhXjBNIbplOhNZtcarLTySJ9VDWEIQNHHk4284EWL3uZFATUv9LWvfW0BrGkJqxVqqmFuvsDDznyvec1rCuB1rIbo5CeDUcNf/MVf1Ms1wGTVypFHHFlzz+bTrSkHPMoO8ANyIbaN/ck3v2bUg21tiOVMVlNk5n+VOz151aaz6KNTUObssHnLxpoOUVcAJBDUuQBAwG1u3cGmqQN0UM/ineqUgCKZee0AV0CfvfGkizn4BJ0N+RPoRk6BneTz7OCDDq7pHh6/VTaZGiOj9zHPftZza5ShvHSIOnYdJVm8sJdPh8Ee7Kws1X31bjyP9TZyTOfJAj8OC8z94Oorl7JmVeNRoVV6jcxQPiBGmAKj9qJP4ysg2zKuoxYvTzzfNJB6ril1LyflE5zxzAoGjSHA6bmGCCTMu4/ezfiSDoAYEWigggYESAEwPmnQZI88SYsmWpliAB7Sx9NHJ6DCUwYQPEjyFFC1lSP4sIf4AvP5hfpIRH5DeyDgmmxAQOckbToJIwgAbjoKULKF9An4mYf1XLzOEP/o9u3vfLumTcjBoyWLkYTn7AVw8SyAbSCZvNF55LXtp9XkIys5dCI6rbLn/LgfS7aSTSdUei+MZcnWRhX0EsyHl8zNEWCHjOLYerkTsYSvrYHWOZPZWnkBTbKwBdvNlhlHQTw5xFd5tJe18ofPyaecXDa0akRdF7bZYL7e5chLZnq7Vk5eqJqaUi91XPROHUsdNj0mpH6xl0OQJtf1YPo3WWCVLDB33aZrl4Dl5VdcXvOrKrvGoNLxojQIlS8NzRdsKrF7DWfdmsWqtBqVygsYk1Z85nHJO1up8dBIBDLEA/O8B1wNt9K0xiudNP40bjQCCu6F5E/jT6M3xBakz3CbjAl04AFqoGQSPGMLDZh+7FPPuw9JQiM6Z9guXQCE3ALZ6SQPGcgiDg98HfjEPuLREIB3b2PPePw6XAE4k5etA9TugRu5Uwbs43l+rFledtzmSXY2aSMkNBKStubx214gK5U7fkLKy3XkcZ1yoj95M5+f59KIQ8ezpGOP0E55jB3Jts7NjohWRnk3Y/RiKSgecSrw8tuddJa3eLQpMXwFz9i7OvvmcOQZnRZaxxWbt2zLp8i4/GC6mCywChaYV7FUYB6awPsp0BjmyoPzTIM0BQKULIlSiQFOwCpyAEdpgaWKnPiAZtI54+tAC1ChV4C5MH4AA/jQIA86jgCHxocmeTRmDVeDFsiedPKLL17NOweCeAo6paILNDdeV/TQNe2TjkQ6IFvA0xou0Irs4iO/6wLH9mMM1am0JYShE9viLT6gTCcdorAMIk03z8pOOstWPnSLzuLkJxOb0ME9cJMGvYCbNP114jzL83Qc0kYWMiSNM7ATpPEX0PYs5V55TMe08oo9yKdcHOqewKbi2d1zIXHyR7aSpzkI0joS51qgc0m1tFRz1MDbkkh51SsjE0F6eugw0WBHZR1Hga0F9lD+8jtcexa+0pQduunAyjj9myxwA1lgbvPWTUupjBqPCqnhxItTefuXeQWWbUmefAvzwwgay8vLfnhjoV7ualANsAOEGmU8IGnTWDUiacikgeCVhglkA2Qae+TvaaKl8QIJaQJYzgmu5U3DDEDjk7zAr/e4pA8tMtR18xRDyxkNcpJpOV3Tgz6eo0u/yA3w6I+ma6MbwCId2ayEIY88gB+fgIcpJVMTnkkvnu6xuTKlk/gAo/uyU/POpVUeCe4Fz2bjPM8z9g199UVnJIR+z7Miury5T3oy07HvCFIWfdrqlBqIpt6mfkQe9hdiq9AMvVH+cY6azdk4HVJ4ec6e6oiAl+BenFVO9TdTrytR64RzPZ0nC6yWBeauvvaqJZ6eBqcyamQaAABxX5W2+6VwwA0s0gjmhq0FjAVGDSQBkcaeBhRhNRT0hYDVclxbuUAWIIB/QCn0pA1YOGto0gDG8EPfs+QtXm3JnDxp5NKhK4wNcJyPrLzdxxNoh6a88qTR5nkaPNAR6M2LM58aG/R2yzXaASr58GZvdMWxMVAQPMMfKKZzq4jmjYtPetfkRAsdZ/f0FDyLzuwWIMuZncQH4It/B+opgwBWbJ/04vGLPXaUX5rQK+Hav4B3H9c/kyx88XINqNNpyCeIS2fSyxu62ZY39mjsl1/AuhdX7aCBd9Kws1kzdF0LpXerV+7zPHmm82SB1bDA3MbN1y1p8Lw786TAIxUd6Ki04gM2ua6GXeAyAoTnfUjDUKkT5Mmhgu9sSGMIEKQBopWQ6+W0DThm+UuftM7XJ8f1xYdW5NjT857Quz5ZI1vSOcemics5dttefNL9OM+z5b4z5dfLV/rO1Is91U8bmcJkgR+3Bea2Lm1ZiqeiEvIsgDcg5uHwzgTPeZYaC09SnHTezWhQaQAAXgPppxvkDxD0Hoh01wdUaZxpdEVrhQ4gdJLOuQ+Jz7mP29H1LJ3ZtLtKbzb/7P3u0rs+OXs+fdr+Oml6GVaKTzrnPm3//Ia63lV+5JfHuY42KtpZ+VJvwzfnnc0/pZsscENYYNHe0ranzK+4m1sFypmq8NWYZV7WsZpjzRAUiPPMP/XJf1n+ZJ3HnhdTqfARGrAXwO8EWCdPzmksOXue675hzqbv0yVuV8/hs6v5fpzp2WB3Q69ff72z9HYnz87Slq6nv7t67m6+yBkZnHOduD2lHTrTebLArlhgkSftizVraO0pYRMey6YyV+gjGB97WNNrIygb8Pigw8oL3riPFIC7T+F94OCcDz7MOyYA7ZUqfuK3d9YwtpcvjSZpehqzDayP+0m+ntUlOq6mzGwTurN2mr1fTb57SquXe2dpRZ/ou7P5tpdutehsj/70fLLAzligVpXYTMo2lj5t99GJ/bXtve1rNcHnwhdeeOHwkY98pF7a2CHOfiY+Wf7ud75Vef/hH/6hvrqzt4Wv9aSxUU9f0TWiHOj2cTsj7EqNMDQSN0tn9nnSz6b773jPFrP2YYf+2fXZ6/ri99SuvSx7SousdbTpktlR4Ur0wz9naXqd++cr5Z+eTRa4ISxQc9wIm+f2ubHfPLSXhi/gfGpta0zB58amR2zeZF9jnzP7VP7II25c89++urPvxote9KKaennKU55Sn3dbJaKiq+A5okjfAPJs9py8s8/d7yhupfT/3Z6x987Y+CfZLr38uwuSvR12ld4szz6/69n4n2RbTrL917FALQWxosTe1Tb5t5GTz7XtU+GjBS8gAbrd/+waJ509pv0wgCkR89y+TLOTnB9EsJ7YXho2md+TBhMT76hhiOt5JM90/mGvecf22LYyZ8fpthe7+/Pr26PYP99R+ffpdnTdg23S7WzdmQXnyDP7PHSn82SBH4cF5r71ncuW/PyY3zEE2NmT2F7H1it/+MMfHl75yleWt20OHKCbSrHHhvCis/53TaPYCMhmScDe7nxoZUVKFEljyf1qnPuGtBK9vtEm7Urp/is96/VcSf/+mfU+exZuWODeM9l+dFTWAy47cUx2JvQ23Zn0U5rJAjekBRaHpS3D8cfdajjxrneul5MA24tHW7buvde6Yd3axeHUB9y/tsC0DWZtXLTX+LNfPlH36x/ms210BMx9Ot8DdpYJ5uXkriijsfQgM9vo0OrjV6LtBamVMGjlAxb3WfbouaWPporqa8O2jwgdfFDSr9Od5SWv5Y35UAlNL3V9CeoLPLx9Ym26KHKgYeMiWwdYOukXdKKH/EYwVueYliKPM1qel0zdrwCVfdovAM3qHlmlAU7usxTTdWTfHnCJj1z9Oc/7Z2WDtnxUvKWgVib1aermP+FfLy/2/X3s8J8g1sRyssAeWWBuaWnTkh3laivW9hlvlgRq1ADDbnd2TQPClgmq8PkCMbunBahIE6CUDmAFtPtGE6nzTNrZIM6RuJxn0+3ovvY/WVws8CM/IKZTwJRs0QVw4hFQR3dneAb8kh+QeeYMxNhjWY5ux0W6bdo4bpkqrXtgLZARDWDdy4OO0U3S+IGJ3kYV0f1DQzwakUtHk+WZnm0vyCf0NsizPNe5Ze1+eEmfY0f0t8d3ej5ZYLLAji0wt3nLtUv9p8q9ZyirBq5hZn024NbwNch4pBqsdEJAeiW2faNfKb4HiMRvL0/Sbi8++aNbebdt609x+ayf7EDSKCMfHEUX6YCuED7O4e25a6AIYF3rBNDWQUi73Ek0IJcnYCfP/Ny2vTKkR8uRPTNCs8B2bq46AFu1SlNh7keBVx60cox82o6GbVmm8qsynNkNbyS67T8a6DkE933wPLKkk0LXKKYfrfR5puvJApMF9swCi2mQNpUqr3lh3C/D8wLk1mABnwZaq0TAtKF3t1+ItA4hgOGcZzsSMzIsn7tOIB57TzfXSb8j2rUbXPvdSel6eQJCdNLhBICkyTUwErcST/xDI9cANgFg+spUZ4eezq9s1n51przepW3gL688aIaejoA8wNAZaLuuzsZ1A1J5elkiQ8BU+Ql4sKnfnlxa2LbHRtLn3NvWde4jV9KRZdZGkSN6JO10niwwWWB1LFBTJSEFVABMPLQAVjxQHhTwcJ9P3oGAIK1GvDuhB4XZ/AVuzUssPjMe32z62fvIG2COJxgwBC6eZQqI7uEZveWVLoAUHpE7NmA/184B2sxVS+s60zJA3HuEdWt/+OfBzG8rA8Dsurdpydo2/iKn4HcsA6bSSlM6d153dBrTj2Usj3SzOs3q5l7a2MJ96kXFrfAJeWwZW4fmdJ4sMFlgdSxQwO1lGq8TYAAXgJEAQDJsF1+NuHnhQCovoZI+8WnsQGx74JA8ztInuO7z9NfS5L7Pk7yzZ9MSZJQWsMUDRSNxAKwHX3rWlIefx+pGEbO03aPBfvJ44SjgB7RiG8CJX/QKr5HeOFWTF6PoBJSjZ6ZbxDlSHn5Sq340uM1Z61jTYcQ2aIS3Zz/M+0engkaZxv+R17mOtm1B5JIq9DIiM+UkGOm4nqZLRltO/ycLrKYFalxv+AwQgBQA1/gDIAEJ90LfiIFyngXg3GvYaAizz+th+4eWkPNKcQGdPi7XO4pLmiuuvGL467/+6/oZKr8Faf2532dcmlsa7NPil+2tPbfuXIeFJnsAeCHe9koyigfOPlryY7Yn3fukypO08XStWHHt+Md//Mc6/ETYGWecMdz82FuUreSx7YAf+/36179ev214//vfv35Oiw1jTzTI6EtWct7q1j9bNtaBxNZoRYYAa0Yc124cOxl5a2qsWw6HrkOQv7+Ox11nG4tliqaNtPzMlx919puMNz3qppV/Au0y5fRvssCqW2Cep8Q7DCCkwWvYwCCNGShIJ/QgXnnbL5YE8J2ll78G2Z03HQ3CB7BUmu38F98f8iVvaO3oDFT/6Z/+qYA7YCU9nnTzuf9nPvOZWs3Rg580NeRvvybTy9Bf24DL5/7vfOc7K718AbUCubb/dcntF4IWF8ub/9CHPlRfmFolkhGOs9819JGTD5qs2BF440YA6ConX7GK/8QnPlEjpIB6bB1epWObn9dRnHfeecNjH/vY4TGPeUzl12FFxmK0wr/Q6qNm+Yj72te+NlxwwQXDxz72sfKydQq7Uk49/el6ssBkgR1bYF6j97NkacDOQBdQCJYCAiqNsOa4u5+RAuCmCWoqIj9HlWmBFeY+0QuouUbTkNrvXQLJr/z7V4Z/+3//Vr++U/PES1trRcvXL/368MUvfbE85HQaQBaICWSte9Mi7WUeuQHbBz7wgfKof+VXfqU2wAKMaPPEgbZf9fZZf+Siq7xf/dpXK9/nv/D54d+/+u+le+Z2nb9/+feHL/3bl5a3AgCy5EEbGNNFXmedW0DMr58/8pGPLNrSAzg64W8NvI26yOqHGDyXj07SAX3PdEaXXHLJcNxxx9W6+jJC++dXydEymij+X/lK2Rgvh2WdPPovfOEL9evlsoW/czpo9QJvU2eCMmazL3zxC3XoPKRRbmx/zDHH1Dr+iy66qDpJMjjQiO5NxOk0WWCywB5aYBHIvOAFLyivz6ZSvo4ENNXwhqXhgx/8YH09adMpX0YCEDsFCvYzed3rXleN266BPsapXzPvfkGnvLM2NypPGnKdh7nhU5/61PDe9763wA5g+sX3E044YTjppJMKRHyGb/dBHqNfd7/Pfe5TG2DpRGo+ft1etToi88nADU/AxsPkARrGH3744fWr6T4wQsfGWe94xzvqE//b3va2BeqhCdDPOeec8nR5pfQk06N+91Gltx0TX/WqVxUA6gjwMg0jAP6zzz67vGZgbhUI25z6gFML1HnPPlTyi+J5WcmmAuBkP3GxU0W0372UF/jahhc/egB1z3UmypItAbORAFsqKx2FbXtNB8nj19rJBaTpnJEUnsB44+bx15Dw9kGRqZ6Pf/zjw/nnn1/70eDHHnaLtO0B3uzAxspTp3Djw29ctCP/dJ4sMFlg9SxQywFvdatbDe9+97sLxDQ+Hl82lwLGwPstb3lLNVzA7ktJOwP6aOdmN7vZ8Pa3v72Aym6At7vd7Ybb3/72BSzx4okLFAQdQh/MDQMFgGpXQcBr729gBliBNpriDcUB04EHHjjc4mduMSysa79U3rw6oAnAAQn57nKXuxToAsq73/3u9XUnYBTMxf7CL/zCwEMFZADLvPbc2vHLRt66jbTsgmhemud+z3ves/SwlS1wNwcN1E17+MQffyCHt/1c6GL/FptyxWZ4A99+VOMZEM9zurt2COgAaAf7mUqx9S47pAOkt06G3Jdeeunwa7/2a4MOCR9etnzSkw3w8uilpzePmedMBssX8VV2dJHf3Ls5dV72/e53v+oM0BAnnVEGgNeZ6Dzsd3PHO9xxucxLienfZIHJAqtmgUWel+H58ccfX/OU//qv/1pAY87WfOgtbnGL4fGPf3yBmzjAwPO6wx3uMDzgAQ8ob1Iac5xAipcLcMXpAPbdZ/TOZyUuAJ8bvxAEVPgDV52Be/TwAtwAwnObWZlOALT2SwE4AvCqYf7i+BIPAEnHyzR/Hfo3ufFNauoFaAEz+6rwyIGv/AkALXuv3O1udyvgfOELX1gy6ZxsuKWzs68LkDQqAHamjfywss7u/e9/f40SrPzghfLKdRZk/v4Pvl8eccAZeNZIoelBPvYBguIE8fQyKgHgOqN0hhW/ML5slN7Wumxpb3S0Eg9g6YYv4M3oSHx1Wq1zDZize54rj29+85vFkx48bIcOAz2euzl6B3sKOjI8pzBZYLLA6lqgfkjhwAMOrOE50hdffHGtDsjqEuBwxE2OKODknRr+AyuHZWoABFBp7KYfNFpglTlQ3q8AiAqs2zW67svL23vv6iAMrwVgAKCAjLlT3iuwAprAIqBdLw/9eO/C4jC/OK4nByL5yhMYO4Cesxex4hyu8ZYebSAl0Amo5UUhGU0HiDf9AExNvfDEeZk8baOBzHGbG3/FK15RduBlG1GYrmCTdDR46lh0DuTSscQ27OgaPzKwEznpQC7BM3lyzV6Z7pDGqIlcaClHOgmAFD8BoJt+2rB+Q3nW6CfEFu7tHKmMTYu8733vq5EXuU2dmc4KH2nJhadDSNnXzfRvssBkgVWzwKKGfv77zq/pEMDs/sEPfnBNI/Cs7LPtBxZ4u35kwbMnP/nJBagAyzQCr9XwWIO/853vXN4zb3f//favxhtQ6qXOMx4/YNLYeaxoAFZgB7jMyZpCAXRkAw5ABvC6l/fSyy6tjmX9/uuLDhroB0gAs7TyARPDe/cBqAL7BoQByIAdmYGdtGQgE+BiKwEdAChI4wcp2MOvBtmUy+jAnHfATGeDhg7AdrnyoE8PIBu5AGu8ZSCd/NLQR7kIZI8t0SQ32xmh8JZ5vNZTp9Nib/I7k0OgM1vpWLyAFJSd/A7B6IQnTx9TZ0YUAP1e97xXTbNIRwedG9pC5Kqb6d9kgckCq2aBRfOX73nPewo07nvf+9aWrFZaAAseJVAHRobdXgyaYgDeGj0v0vwuL9vUiSmTo48+uuZSewmBQoC0b8ye86yBF36mGRJ4cuiZ/7a1rN0HDdd5v1ZmABagZBWDaR3y+dk1oFFz63MjqAEpYAb4MgcN+ACMEYIOR5xpHrrpjOhFtgK3dXsVUPKcjQAAJ0+6Xqqe/97yvr2sZBOBHvhl9MG2XhICUvICSYEeRjcXHX9R8aUfngL7S29On15Wj7gX0DfisGaaDus37Fd6iUungw4d8Su9F+YLVM3Lm6v28tCIyOoU7yyMatjM6iKdNF2tdzcfjib5zavroLw4RVM56mQE/EyVSEc+9KYwWWCywA1ngYXnPPdZZxpae1HnpeKNDrtRNUwgaggueMllvlqDFK8xZ8jNCwOwgNuHFxouIOa9acwBo/7sOvfAmPcIoI44cvypM7T9MPFBBx9UIOIHHHj85okBupeGvEorDoHmu971rvLMT/iVEwqAat61fdHoV3mAGK8dEJtS4OnqcICUeVuA5BnARtu0h3z1A8qHHVqeL+AymqAvkAXc5s+NQujshepd7nyXYf/1+xcdXilw1XGwh5Ul7APUAR49dEif+uSnK785c94zUPSSj146JTQAqE5FYHuADYCV2cEHH1S29iJRnPcCRilkJxea9HcYHenkyKzD1GnrJIwM8HX/1re+tfZm90LYh0pszPPHz1SJzibAbpWKr0Xpp/O22gVd8+sbDtiwXMYl+PRvssBkgVWzwNzWrZuXAqKo8qQ0Yg1ecB2gNRSOlwUIAMUwjPOZvDvp5OfZmpKQt6eRa/ny4uo73/5eATcPlLfbB/wMzTOfTiadDO828gEhc848UnPg5Is+PGReIDrAMF4r4LNkDlAB0pJnfr74+xEIICQeqHmBB9h5q0YTpkt0LDoczwAzLxxtAEgueQEuOcirY8pSSSDnQJO3D+joo0PIFAPbfvWrXy0e7AGEdVRosymbPO95z6uRhyWcmb4BsLxpdtQxCMCbHGiSSUeVMqa3VUHSs5uXrn56zojm0Y9+dNGVRnplYHqIvdhE56WDYAtyGbG86U1vKj1PO+204um5+NQndByCODLZllbIu1tVLwAAIABJREFU87rp/nlOfkfS5Jzn9DYdZBpKCF92llZnrX7iZxpO3VQnxM8No017+qnjdJUGvbQD9/gpc7q19+PFB/3UbbLINxvIE/kThze6Aj7io1uuk0c619JVnqVtX9X2cWjFxq5DzzPX8pe8a8b8aIpzznWcjNKTrbr3Uhw7jpmQ9MnrGfqZqpPftfR4CuqlsHnTqEf0Dw28PIs9ch1Z3LteGrbtzCmtEFrucx264tEWPJu97u9n40M72JXylo4s6lbeu3lG50zNylsO5cLCD9Wf8CuBduHf3JYtm6olYUTJECJICdMMPEuTUaS1yZG8eTlmLlUFQItiMVxezCk8dPPctqbyp9KIC1jgiYdn4vuQxuNZDOhaZSNb5m89S4eDT+h77n4l+n262TR44a3iaeB4SeMgd0LyuSdTKqq8dA849JXLdXSRBg2BzEJPn+eMBq/bC1vz2zqRpEdLvLy5Fhd+OUdOMhpF+ArUCh9TJfilDNEhU8ohwOdeGiuOHEYepl/CK/Z135dxrufmfxTIKnP7F/m29wx9DSlAmWvpxYV/rj2PLhrWMGx7H0IPepEt8iUt3dHo6Y42HAqQUl5oSOdekIYO0QPdxHmWNNIJ4SPOM+nRy33SKRttatOmsW2EZhFpfMmSepd89HHI79B+xfWdW3iyZVZKabehMQvI2ZfGqM/0qk4ybST2I5c6ZrmpIC0+C/PjdBtZHfRI25CX3nRw3esTHTiOwDH2QTvl5JlDQLfHIM+lQydl4hkeztLHptKFpvTsII7N8q5t9jmeWTTgHH7Jw/bsm86vhNyFf3NLS1uWMCUI4WK8CBshoyDjM6z4ERDHKRH5QwcN8WPDGAupN0ZAfpRzrOCuo5zrgG10QRtdCqMtxLDi5BWqEjJK94KyIhr96BG95ItsASM8PJNWcB2eict9aDuj6ZBeuoCAe4d7XnV4h0b4hAbZVabQEq/yosH+vD2euhEF71cnJQ160iSfe2WVMo29QgeP6OOZkQa6pmXIGXv3Okon9LKjIx8ZyCNEJzwduY/unrkG3ELoug7tPO/vZ5+hQQd2EQCHhhzZzd33Xg9QSYNRHosLaystHQIY4UFmtGM/cngmbQKPr2Ro20GgTxcg0fNNemdp0Kl0DcjrvUxLFCByG57OPc1lHRfGF9folT2l6zoHsoeO56GXZ+zPDnSXv8qrdYTFs+ka+rxKAfDKIy+bAyDX8rgXnzrL3oJOQN3Fh1wF8ltHxwtfthbYRXxk9dy1kHoT+61Zu62dSJN0lbj7V3Hth1TQZovgUC87XgH4lB+ngMz0jS7pyFIXxJNb/shWcrfvHJKPSCk7eaTZnVBTJaYONH6CYe6gaBSMsZwFDF0rqPwCC2XT80qTgkvaVMzeMxob0ahob/DwphRZ8GKMKux14099eY5/PIpZ5fFFJ7qI76+X5eqGTZ4pCLwcoZ18vAjXQhV8k08+soamvGTu+YsTYjfXVbDNzu6THu3YoKfjWgBSkc29OXnlh0dsFIAnC1qOyOc6gQ0FZS+tID75q4wbEIinv7SCNNK6ZxtyO/pySX7pIz8anpfNlkZgKYLtXy9f/3z2Wjq0HBqhxpTrALT6FgdC/nhBrseGOZY3Wg5yCXRyT2dH7iuyLacEQpkqRFc6eegZUPDcM4H9He7prjHHG4se4sqOmYNpMssvTrqqH21r5XQ8eMa+4SOd9J47qxsC3gJ5FxfHaU3XgjyJy718bMiWaBndsQcQjz2zaqkyt38wAK+Rz6gvm5MPXox5R29aFvqJk54ckVOZRL/wDl0jhuSN7GhEbzZWL+iAfpVjA9PoHNrp5JM/NEJf/uBYMe3KJrzF08u9a7wF+rIfnlmEkU4+tHblPLd588YlAjKEOVDzvr6ws3KhCqzriQMYMQLhrrjy+zVvaq408emxZgWhkKBSE9o879e+emlVBPO8lpdVoTbwNM/LC2RYc9TmbcWnANDKkIwO4lLYs7zFJaRioCuoDHRRqEJ49BUmacW5xk8gSwK74C8NHug5J33OfYVI3pXO6KEFpHnXroEFnuQN+IVHykt8ZHcd2XuZXUuDduyh/KRFO2UZfdGRJ7ykcx2a8gjS51q8fMnjeeh5Eey9wJatI1CGDhryXF+Qpo62J04AWr3CD9B845vfqPrhpXCAHF3ggZ9GvbS0DVTlU3508+7EC2ojD/P52kRs4uz9hroHX73QVuc10tR9/Hr5en3wx4stMuceeZJOfuVJljpm9r33TDBHL68DPzRjY/ZWxs7ipBFX+Zr9Nm8Zv20AvNJIi288a2kDzn3H6Hn0jT6RU/qi0X531b2X7d6JmM4jA29bMNXTtztxZCBrZHetXMiX4FnZpw1+Yo9eR89mdSFrwJeNpe8DHnWssNcSPcpGrVMNKFd9a9iBn7qHtvdrVm955v2XBRepp3imY+v57+z1wpOf/AdnAgPAcNZZZ9USMUaykoGRKcYAhLOqgFGzphqTCz/6kcEn4PWS6+BDKj0g9AsrVUnmtjXEuflxuCefTZq88Lrggg/U5/YA2stFniPjWOVh1YbP6a3Q0MitXsFfgQrkSoHKw0B57oy/Q7ro4ZwGKo18aAjiHII8DjTxFKRNvLN7RwK50Eoaz1MJk59tIjPZkh8IJH+eRe7wYZs8i3ziXOfsS1PLN3WCyi+00gjcR/bY0jOH+14m92izl/x9Gs/EO3ItPnqGB3r0NaqzSkaZK+fQAqN9vlwXoRX+ha50DvQBqTpoFZLG4V7jsdZc/bE9QOZWQ7LyV+Mc6fQ2pI+Xreq7r2LZUXvQTqTzstmLXNtAXPzJf6mXy4cdOu5Vg67GKfQgriELy3zb1rhkjU7iq1MZxk4l9pcHSKiL+DuKFu9u81gOlWZm+oUeQJGNUo/RxE+csLDYRobD6MnrzLTT8g55i01O9bOmNnSMbbVY5Cjnac3amgqxvYOX+GxWHeOwVKuQ7O1DDjihU2APx5xRx+ZxtIJe5CNj9HeWN+1DXMnjl6taB0kXacQVnfmxs4JDAWrAmzTs7JoTSc4c9PW8jrbJXasmo+1bB1r2b8uZ4ZQ6kZVfyoJjovNnD/UQvVve6pbLIzH5ySrt7oT5NG5ELOdSOXkQzp45BIayfE6FTqGLs4LCM4ILBAQwKm2MUhHtH4MJ0lDUyzVKWu5XFaCtgrCKgheup7ISghHwTWUEBrlXoK55jwo5zxVgKldkcE83BsPPIcjn8DwVCR3P5PGcvs46uTyTV3oBXfpLF75kE3IfemgL0gtkj1zi8BDoiQaaDkEecpNFHP6eyWe5HrBhTyGyhX/ySuvwnEzhIU/Py3MyRDY83fe2QjNH+EiHN1queR7WpVsC6VlGI+L6o4TehX9omV+3j7kRoxAPzvJR+62zrcDDEaJ73XT3kd1z3qH1+vnUnx3oKJjHt9KHJ46n+psAHNBR9wso2py69kBPgMi7JTc7agfkFecZHnXmDdo47Lpri7T8VXdsI9DKXwQa7tlaPFr4oyfO81zTO+UsTrrK2768FScAMSFet06QnGSnV9LUtEB7AUpWy0Rf85rX1DcMaLC3NHh89KMfLayIbkWj8Se3Moo85Ew82VOPUq6ekUdAL2d8xEV+8hb/1tmQnS7SCPGM04l4Jn3KCj3TGvLJ44+eOq7qdIa5ckRsAWLraHKjSSayWq1lCbVZDPVISJmiQe/dDfXJO4YMp/e3nton5kIJ24a6gAJzZwrJ0zO2ztkXg6Yz7CKYJWYAiKcF3AXL4qxaOPSQQ8v4B2w4qHpowKDgUnkMUfXcZEFXvMomnqxkMBTxgQ4vTnprj+OVp/BTSMW8/ZPXNI2ekty8YMsArfW2QoPRdRTWetPDsFil1KGdeOKJ5U3gaSRABnYgp4aOHz2EFKBzDjrwPq3eCND4KtFHNobj+HzkIx+pFRroWt9tvbR89oAx2vG5OX1VCB/R4E1fjcOadsNSeljTbX09gKl1700mtNBmB/LSFeBbuqh86P/5z3++pgpUPF6ScrSW24dFeAMuh44fb54+GpYqmtbyTYDpNrbQ8Iyo8AF60sdOY1MYwZ2NdiVoSBoVXbIdgwbhGXAkm/l/3rEVLxwFG4X5wlajdrz3Pe+r8kXD9wrRiYdtiaZlqglkpov6Z/WMsvn0Zz5ZdtSQyR+7XvKVS6pucmzYT523vFTDrobfdfCxB7kF2xjrcCwXVRacG/zs+wPIPdcWq5w+98UqW7KoB56p11YIqZvqFL3kT/shY3TxDMCS3UjN9KQ2pqNVF9RpbQ9NdcI2BzxvnZIRibS2f1A32Vl+y0K1WXzrY7n991+uZ0Yp2h66Vh+tWRydKLS1N/VfGchL9uCHEbiyJJc2rg0UZiyM3rIfRkl9ZkM6aWdoatvyKCPLZZWJjvnWt7p11UnYpF6rL9oiW9IRLqjT6rYlx8pPWagbwL1AfMuWoqEMq+zbyEodYWNlYmM88ToUeTyXXz3Y3bCowDQuTHNWOfVo4hhDnAJW+IzlPgGQaJAAlOIKU+N9yEMeUiADoByhpwIwqM2baujVKnDoOeNFUZUwZ89diwvw2tGQBwekVFJzkr7+VOGSjk7RUT7XOh+diY9N6ANMdFqMTB/6o8V7MOUAvD1DC3AbXdjOFujrXBSw/Cpj1nArOLwE/NBRIVy/9rWvLbnJCdA8U1kF3jK98o4BT0N9HSKQllYlBJ5sriGgDZzxZCMeIHmldc2OKgsZXbODBhf7utZZmI6iq0oNpDV+X8sCLx0C8COPBqRzoLcPs3Rsb3zjG6sMgCOdVHI6CPixa4bQ8ulIyGqOO/O85OPhACd8UoZknw1VN9s3BOoj26p/GgRQQZMNlJUPj8jAruxm3xW83/a2tw3/+H8+WAANIIw4bYHbf6mKNvuQQR73qf+epW6RL7zVf3ULSKib6rz6ZGdF9qUbGqmPqe+ARdvgwQG+bO+rXIAF4CYDIHnDG95QU07D0nzxkFb9NdJSFoDGiJWDoY4DL+UE8NleGZLfT9/poFxzRLRf7Zx8ZDCaAczK9M1vfnPZWbx69frXv74AlO7ys1OVS5u+oovn9CQ3R0LZq0ds8sQnPnG4xc/csmxjfx9loJ6I0wHoZLVNbYL92ACAp64C2bJdXgC2Dok8bKz+A24jL+VgkzltCP/f+Z3fGS771mX11Th+bAxDOABk1DHoIE3BGfFrA56r1+qxTl8nTD73OpniawnlxnGzOfhGDvqnzrCPdiekPtXNLv6rLh4hBZlKiKBKzygMLzCoRsx4Kr946RlHeqDFI/XLLADFl4Iascai0HnhwNu9CqLweSJoyK/Q0aSkA19Ky6NBC+TBD0CpvBqkqRQVC4jqIAzHAaIgP/po4eGQV2XUw6rkT3rSkyq9QlEIDOwgsw6JjOWlrV9f8TwCDdy81aMe9ajyGuQNXYDnM3eB7HQhPzDQeFQaoC+vykEmeuNNN/Kjp4OIPGijoaKaM9MoNTZ2VhYqDbDl3aCvARg92DObLhpu7EEeIWAhHh8HL49d2EwFDmDwSHy9ChjvdKc7VePXIDQGPIE4b40+D3zgA8trUtHZX1C/1AV1gi7oCvhkOM57lp6nDLyBGA9lawPnytAAwrUyraP9qhDATUeBbgL72qKYfnQCAtaoAzTAfZMbH1nlgtYrX/nKqlPKiYzqJLu7JhubsV/qPjvjxb6em0/lNXMmeGo6XOWgnqozOlzlSledS+olwI+3raNhb3zt2klufJWzwJYAUXvVmd/rnifVM3XAc9sP01PnxBkgIxoADxCLF8r2vML5pfrSVdkZwUl3yimnFE91zc/+KXMjL3oD9tscf5vlEZkdRJWTDpwDYTpVenWP3OTV3gA97LAthXr8kpe8pNqfn+7TXoCrD7ekwTc7kMIdZUUH9QdN5aSes+fateurbNi/ymB+2zSRzsz7FGVhBCgvMFaeOlB1VjtWj42I1G+jVjx51jo67dn20EYa2iWbKzegrQzZXVz4DwtD1d+UL5ulHfC22cpowDN1f3e97sUQJRSBonyeO6v8GrjCmQ0qgEaqkhx36+PKGACAwHp3jVqBZggmfxquCru0NHqBClijDsiQA22Nh8FVZEE6cqIH6DQO4MHYGapLKw8aK+mkEgB8YKdRAWjeiQYroEsOctPZ3tYJKqHCZw8AkL072MkzdtCo6CKQXxxaZCcj+TQseZNOWjxN9wBJnRuwU8ljG9c8bOBqOkLF8gxtdHgDaEovL5u4jh3YhDwCWdnXwQMzNNUZsqvGruyAjoqvQ8SLvaTRwOVxoOe5hq2sDZl5IKZdwlcZAB62cZ2QOgasVWKHSi30FT7pc0ajjnprNOpiuwNgL9BToJuyBko6AzIZaeFLH/IeecRRBZTqJHuRmc0EHa9r6QGP8mG3yJ16rDzzTD7DfnQAzc//3LizpXLn0XkukE2QT4N2r1EDBnWTnOzOcTClwNumH3ujofw5LOpL6rp6zNtX9gBSnWAntiQ/h0Z+NsFPOS+uGfdrpxvgUnZAjoMiPS+Zfmiyow77EY94RJ3VDWmB1EEHHjRsOmqsW+gffqPDx2mBVkZsibb2Sic/3gJzyMA29M4Uq7LBl6drJMnmAN2IAtYYbXCs6FVTD7rCNvopo+rYh7najsHUL1vqzHSKykC5kJ2TxJPX4Zu2NIVDzrQTvMhq5KReS6cOKSd1Vjo2O+boY6psUrZkYGdf8yrftDXxME+5wNQ9CfVDCoAqlRRDRqgKNeO5EABzh3jp5CW8a8rIj5Z4HoC0ekYVLAKrBA4BTUHFUpACpRzSo5+GJA5dBYa2M/pVgG1+UR6VshpC8/gir2d4MLhKIJ8CU7B6VqCnYgn0ERSwQB4VWB4FjA/gIg8dxKGv8agcGkJs6SxIE1lcxx7yq8DyAHRAyKs2Z8greMITnlBDVL27zoWs8tOFXYEiHuzEXuJ4EegL0SXXuSevtPjyODQsnQIdlaFn0tAdDzYD8KGPh3Qa+MMf/vAaAajkRj/kt8skWzsEthIiKzmWhnFJnMbP66zpM952syveQmSum+6ffEB52XPZ1i+U7MqIvGxBVnUVzdQ1nVPK0agRUEjHjnTH1zUbkSn1zbUyQ6/KtNvmIfU15U5ctNyr52xZL7Hai3rxwAAwk8VeLzphoAK8dTBoKnt64ElGHU1sq8yAGZnoG9nRJh/e5oeBoTP5pdvrp9ZWXaEju+BDNm2BnGmfzn44xEs4o2ajCqMHabV7niYe7ESmjJiUj+eeAWfy4UVPNPEju3hnaelGPgcnCE2yKAsyundNLwcwFDxjR3WB/uoTZwHg8tBhBpvBI+norw6bZtPu1QmdMUdIUNfJyBE1OlevgT87BPMyeip+TW8yplxc06uXNWXDbrFvMdyFf/MhQpAEBshzTBkQA9fiIpT04tIIeEzi3RNUb6WHUliuDaH0nCoFfnpLNFVGhalCURQvdFzrvRWuSimesfFHTxoeojg9qmuVY7ZgyRh9VAr04ok97GEPK49dXgCOvng80JFXIJPKQ27THsBbJVYZyIW/NDwVwA24eKYKGpizARkMwVRODZL3Lr9KgTZe+PIIvCMAyobN8guA20ZXPBKfvPMIeF7kxFtQMdkUb7o4ooPn0iUteeRVVvIZdeCnY1DZeX7SOseuKrhRiHLV+YqXX2ej0/EDGsrTNA5bKCN8pHN2sK8gLsFw+J3vemf9RqdGJb1G0adJ2v6ceDalJ8Cgp0B3QT1CM/VMOiDIfsrKC1yH6ScH+fBXV5QLL5Yu6CkfdMSzSeplv/pDmWgDANfvqeoMBcPzlLO6jx7bkU8gI33Y1VSDeVigAjB48eSWNkBIDvakL7noA/DVTUN+tNUd9RNdZ/fqj/rqWj2RXzxa6u3nPv+5sgvAomNGFmyj/Xr3g5aX5kZI2n3J3zoDtqr6PozgyVZ0ZVd8HAL5XButkUWnAqhNK3mujdKRvmR07XlspnxCqwh2/6QRYhMOEM+ec8JGgjqsTNR9I1cjCjoqP94yntrEySefXNPE+KNDRnzJJUQPZ8/E6dDMg8vjORt4lvpZnnezWxHZxX/lcSPKE2Bcwb0KojL0hnGd+2oMDWjkcU8oeQXCMoBpBgDnhRwjmkMDSApFRVQpeGzm3kwDqKAqBE9XRdL7oaMSmRsGHPIDbj1iAEKF03saVqIr5Fw3zeshp8aGnspNRzIpzHg0CkZHkgojfxqH9PjjTV4vNtDUGQE7oKZyS4c/O9AjHjAQNHdpOkRFxUPFOfXUUyuNKRKNSqXUwLw3ANgagkbP61UZeBA6Qg1LmYSPoaHhrJeJRhOmkTQMecnhoIsQACUDADfs1SHobNiXTuLoha+OLaMNOvNWVXTA5s25BiuoR7x1Zas+xHbiUn/yjDx+rMGLUGt9H/rQhw5H/fRRpU/SFtH2T/rlYOve+fEHmnndwJAd2F6gHzndq5uJw1s5eEHOewRCysCLZVMMypZHKK+y1pEZnmvcvHJxaANVZU13U0jquvTSqBfK2AhEnQYSbBoPVd1AA1iTO7KTRVuQR5lwKIALOwfY5WVXZSO4d2hfZMRb3TSnrdy1L2VFLjLHLpVvYezs2Ya98TfH7JoMOuN6Kbp1XDrKPt4neO/jPVXVqfZRizbNwzU/rU25Zkv2Vp/JKz2+rvF07R0Eh8GSTvICbtOQOjDpyasMk8e15+7ZRHBfZ/PI82MH6J69tUnz6Oqnuqw9CZwotsoKHDKiI33e3ZhKxSeeP1vSU93QYfWYJx1Z0fCcHELdt46EvKmfFbmb/xbOPPOZZyLM86McwwGwAGtPlyDSKtQ0qk2bxo37AaaGCvAYBsAesOGA4cY3ufHoXTfAADTACFACoPm58eVYOguNQq+IvwKX3jXgYhggrhJLx8sjjwJRuf2UmF4TrVREcjJyChNNfHVUPF1xQFUh8nI0Fs8YVx5AiHYKwVkBA0N82U1h0ccQjP3IzAbyqXyuAQNZ5VX4PAw6qRBAER8BmPM+HXQ1bAYGeOBN79hYI2KD2M4Z2EpLLvYy9PcMX/nZhQ2k7e3kOcDllegsvZABNoL8gE5+MqMPJIAW/uwA7HmZaKs/Gp449keb7jlyjz/ny4836LDMaxp+s20ADf/UNfl/JLRtZ5VXyjmNmW3ZizctKHN1S6PkUd3s2JsN++y9b5UFuckLbNidrp7xuNglNlfO6giZ2GXfffcpuvgDBXUphzxkYA+dtTImW1YkaNxoy5vRBbq8YABKH3WITchluphc0mgT1U73G1/OxTbKRX2Tl75GiOxJb/KKd6ij9N2wYX0tjzRs58iol9quuqNealP77b/f8ooZ+uhYjFQtpyOLtMrSNJc64/0I3uo8m4hjS50Geyp/9VNHcuABYz1iU3XLc3xNR8CTtEdtRl3WvuRHF621a0cvlhwOdmBj16ZMnPHmqLGlTsJSZCMF+KSuy5N2DFvYylngEHL0BPLrnG1tjTa6AnnCW0eROProPPFG83b/43ZlR2nVgdTXIrKL/+qTd3kQedzjHlfAYZgOMBiNUCqLeAWgkDRcgcJXXzPOY0urB7IZv8rI6Cokj4iRFHgqFxDxJZvKYiWPe9MG8lFK4eApP+M4Awe8ga5KJ6QCoC1PydAW8uOFVh/o4BnaeAEaFUzjVsE9l88R2vjRRdrqaFovipa8eHuusUY/dpI/MpJfiC7SyaeBkpn+GlXkAoLi6Rm65EbTGSDEFvKimzKhF/oaIDnITj/5Il9sgAae0plP5VnyuFVOKwvki0zy4IO+A1/g4Tk6DvZw1mDxlZfMzrF9bIKnYJMmsloOxnN/znOeU51d5g7Rd1TaVjau8wx9jUVDYOc+nziNTtkC6quvGeugPcTVSUCzceM4rcQ2AI9cyhN9z+jjmTJBn87u2aJkmx8351ImOul61uZav/u971Z+/NkDLeVELvOvGrj2kXN5aW1HPo1em1AGDrxTfnilPdpdTx2KffDHx8jIWRygTl68yS+/Z/Ya8kwZvOxlL6vVHaZC6CufkUzmqTk6vGIAzytXP9NJ2qeIbspavdZe1F3tkuzqhjqjrK78wZXFk12s4xbUd/qSX/1Bh+zsjFbundU/z+XP7qR0Stnn2vQVvbyE1NmYZjSC8FONsbWRjjqCnkM5BX/cp62xZdX5/fYveyi/jJLYj17sVDZtU0PsZVmoKTNOlqXKApvhT1d5dyfUtq6MwTiGK3nLyoMOYWfGIJRrAUPXGp7naPTPc+25dP4SorB8mzaO3nAKHd0oU/RbY3WtAvR0R3rjp7OupRHQjayMhF/PX0ORNpUu8Ywpn0CGNBaVPD2p59FJuo3XbVvzzoYKPWmc8VH4AVjP2NKhYuChkconRO6cPZPOvbSu8ZdfZXIu+doQTXo8pXeo2KVrA9HEL+u0ZUxnWK+SaYymbczjhy6eAl54oxvZi0eGgd3QEM+E6ExeQVnLF1o6ZZ0GG1hZ4Dne+EmXI/T6s+VseJEHH2CsAblOfRGHZ+qAeLTreftpNjTzPOk4FqkDZcO2moCDAvgL4IexHFIm6JBdenKnfDz3LHJJI88wN46AKn97ySZtgCUNPDIlDh30o6PnKwVp8BXQUNeF2LRkGIaa2jAdZKT3/Oc/v/JInw7Ommedq2kMnbp538xto4neSmF7z1dKu9Iz8qFB3yqDro55Hvln07hXvmYRTIdxjCxVVa+Tz9mxJ0H+2Lenq03rrMyJqydGCEZry3q0kVfk31UZ5q677pqlVC4MEjBA1FmIAV0TVCPUGOyOpsKriFFC2hg5z9yn8gUg0U6PqxeN4uHnnMYrPx6Vp/P4dRyRKRUzDYc3Q7bEl1wzHUhkUvmis/RpWGQa5RyHZOktnXl52U88DVw+1ypN36jcs1kAugdr/IA++5ORLfqyKAVaZxJd0hkkrj/jQ+biPzd2hOwX/dhUKHvPLZa34wWY+VRTIob05EyZpAxiV3RDDx33aNOR/H161547OwR0Ih86QrxLacd6Nc6VB+RT+IfyAAAgAElEQVTJumKY2+bRo688U+ZkSXnJy6szX9uH2XJP/uQNcMmT3S/VX/KTneOhU+5tTo6UYWzIRmjKJ0jjWsfKe8sKA3W2B9fIGju5Z4scaO5MSP7YMeeennl6neiv/s9fLZLsSDb1nAeujtCzlqAecmjJHPBmk5VCz2el+Ot7FpuhQ4cc7tkv+rtPGs9cq2fm6U3dmCYB2uoTHbSv1Ofrk2FH8fhEhsijzilDfMRpq0YHqVvyZJSYvDvisVJc7ccdhSUIMxVLIxIinHOBQXvGiJs2j4vJQ9wzBnEQyhFjO4ceJdG77tpxCIJXgAuI4Z8gXYAM3cSRdc2a8eUUeqEtfXhKG3AWz9uWNrI4kxFdQXr53YtzXwXdXkQkrhpivRjZtklO6MpDH+AXPSN3ZEsazzMkRBMvz+grb1+wKQ+Vz3XO8rlH27MEdHh04em56yqXNlwzVZUyTT5gE7mik3xkdo9X5HLtufvwcS2dgzzsSC/xgvtezrEcR7n7azKEbvJGxpz7jjsdNfqCPGhEPvIEiKSJDUPLGQ1D7ORxD7hCU34vU4G1Z1s2bxsJuWc7cWX7rlOLLM4OdQN/I4bIjX/kUybkTQh/9/KvVsBbp1Hl1LYhZXNtRlsRSs+2HFZdJSNg6tvVLHCvlox4x2auY4f+GRnDr2Rv5c9+yoGds8mYshT2FDiLSPuHp5Aydw+8E2JHz5NG/YoOSbcr5wJuLr25HYGyvYF6Rj1hvYh05sicNbg0BEJ5Rni9dug5CxHY2baU0vOGVFbKkSE9Ik/MixoVxjDe89ApYs2jRKsaW2cwlYlcJcuMZ1IyDuNLAtd49gXQ02L4NK4UiqEjedet/anyFvXo8mi4Fuvr3b1QiazRWX66xvOuxtumgSxN85KOd6Px+1JVurJTe8vvBZ54SwbRZxehlz9lg1eALfrQRZkue0pbx7zkpo90sSU6aEQH8a57m4p3L584eQRy5T5lGTroo0X3BHQsm7Oyw0ti92wQuzkn9HR0THTXEAUN03U8aTSt7PDOpl/vjT6abEEWZ/JkTrfnQbdK1zaOks8z6Y248HefdOSQP/Txyj1egjL03Cf/4szrpkzifSdPZViFf+RBsw/q9WydyCgjnj+Adi1/AKkHe/S0NfF9WIlfH78r16Hdyx/6iUOvt7Xn9JuVTRoh9XZX5JhNWzyac8iOkSVlp24kKHv2I4/6JE2vT9LtzLk2mUrjRyyVj1IaXFWu5o0iqLISIHmykby5xRgk6dDQ+IRewP5665YRMKXznAz44mM5GyBzBmDeCBumhU+lb8uUQjMVjMEYkVypmDFcydfmQekrr4NR5UfftXyuFb4gLbmu3XRtvcQj5zFHH1vL5E4//fTS1aqQs88+ezjjjDNqlQk56FR02igioAYs0RDI6t5Q1XI+dKwmMMSSFx0jES/wzjvvvOrEvGUXF++VbGRM2QBRX8YJ4gBDNdSuPOXvZQtYs1XKAX3yFb32QQ1ZE9AWL52DDAJ50UjlzXP1Qh582QYvL9PsI+GFjuVYqTfhsb2zcpM/w3rXCdVot26tPTas+LG6IrbBH8Bvae9o5EneeL3iTY+QO7Injg7qlv286SGwD3noi5brlK9nKWO286m1F52mSnTk5vZ9bZg6J638gus+5Hn/bGeu+3y5BiLkL/lmllPiG6Cp63IERgAvmzcbBuB3RobdSTOr/ywNukiTc59eB+N51fHWjgOcKdNZertyjxfb4dEfkUF70PGl88hmWOJTb3aFX9JWLefRZvVCKmmUskxGxRKvEiqwCFtAc8X3qpGZ/FfReTzVKFojjlIYZmiloCkpXH7592sSH22evwZsKQ5+8vK4eU0AzTJCS7kEcUV7fttLRo3XM7JrYIKGIMSAddOtfXVPnxi6aPqIqO3CZnkTEAVClk8dcZMj6k219Z1ktMmPdavWHwMh+elgGZE1ouhaCmRlABrkkM7eDOa5AYllXexhGZof//VWXjxwiFxs6gWHlQ86M+WCDnrSOasIPFbeHHuit//6fUevA3C04W3KtirT1lF3/NmY14+2DsN8NzrKGQ9rc9PIXVtFodzpJpgjJ7s6YgTi6Ctn7EzW6OVa/eIV+1LUeuPZ0V/KbPZM5s3tR3mtazcC4THTSzmoA5aM6QTsufG0pz2tSLClwLOkHzuiBejZyL2X9LxgZU53On35kvEZfdE06rrsP8bP2NVZ9kgA4hwOdVoZW3bmYA+rGIyc2M4PGbi3Jlp5sYvyIX9sFJp7eqbj9gKe2if5nNMRxpZ5rj2xn05rrv3QM5orybojftuTY6Xn26PjuQPv/jqyJC4jGbpE1j79Sjx39pl6oawcArp9UHfYlkw5xLNnOVENn/o8O3O9qKGp1CqptaLW5qqUGaJ7268CaoQ+qnCWNsLYVEbj49FY56jREUpQwLl2H+BQMQLePjLxFSEFHUDPhyA+LvEW1npRNHkoKRDpQrcq+NxYcGTSWNEGvL2HKK8GKZ+GFI/a8xhbvhgXcLIL4AZmgMr60tMedFrphpeDLApvuZK0r+qs3/SGHgBYR+wtvPRA0McxPhxyz57WaQMssrkHAMogOhbD9lUk27NHOgFxrvHnrXqLDgSlMV1zhzv+6nD0TY8uGdlKZUkYbTJOSwF8b9/Jy27ksBeGF5Vk9oJHGQB3cumYdEimc+jvxVX2fSGLumIJlHoEmOgTwFRf8ABcZPCc7Doc67/xI6s84ncU8NIBKiuf2JMpQKyhAll1ycdbNkTS2ZK/bzRoJMgr+NiIrr/92789HHzQwfVFp1U3vhNQVuqHlTj/9qUvL5ejte8+sqGP5WdWFKg79DT9w6tWLnRiM3LsvW7vSq8ueO4Z3XMmSy9f5NzVMxor0enbYvHqXt67107mFsavoXVyZTuydr/rmTJyXonHrsq6munVNSEdDvkdqyknWr0Nco1veDkLiXOOU1kRu/hvUePgFfjwAtgAbx4gIOZtqPg8Xl8/8iB5NbwD3pjKJwAhAK+xitN4eCAxmjQELQW7/Rk856VpAIaNQAJoqdwU1eg1JBXfvQotOIe2Zh3aKqHGykPmgelw8MxBF7rpYGq+s3uBiq78GpCG5+tFX8T5glOjS4OXDh2ePw/psEMPrwZZnUGbNzVK0GB91ON8zjnnLHdEQPvcc88tMLdOVqflzTe78qY1DvrkoHc6HHrzTj1zCGQF5jo8UygW++MLGHWqBx60oaZValje2Q9wOebXjC/plCFg1lmyTwLebE0ndQBdH04oX2nFAV277rG3jzd46zo0wGcdrXzqWBp+yhSgsquORx1T7uqcdPQS2GFHwSiP7srK1JJ6qQwBTua71Ul1wHpaU22Cjl2Z4SO9oO5Ixy6A2dI3a9ozyjGFpS6whS1O1ZGjb3qzyq8OCzp6I1jlTHadso6IbtqLZ/iRiQdujlvHVmuiuzIlA1m2p3+eS3N9QZo6ZkBZvnKg2nNAgq8Qm8SGfb1MxyINOXJEjl6myJm43T2HZk/Ps553n8a1g6ymJ1wbJQj09Dw67q5M8qk/aGuPzrPyLMvQ6rH4tF/tQPzuhEWNzG5fvDTAbEmQ/W4BlvW8vEwAxQPRMDVuWzuqwDwqWxoCMZWc9wwAgG/2Wei9JkL6S4iHq0IDG941UNSQgbbGr3G5Z2iVJ0DCYAxgkyLnKiCejKVV7TcB6QRYim9byZCPLMggrjzm7he60UGPTAqWXI95zGOKt7TmzMhmTw5pLWfMVEcKgZwAgj5k4LnyvoEdz5BnyUZ0dWZvnQ3Qohc+eDvT1zWvEl2H6+iVysf2Pt01WuF50uGpT31qeX3W5AN3OvWVBVB5uYaGDkEcT1sHCgBjK5WNLPQ2T4w+gPIMH2Wv4/d1oCkjdhHQBchki9ftOT7qFJ7Oyhf4ok+vXkb08U8+OrAz3urjxZ+8qGyClg7CyIgOv/xLv1z85QOQ8pCDLQT1Cp+a5966pTokKw80cqD+oAc9qN41kF8Z+caBTTglnA1l5rkO0SHogI1g8aIvG+nceOGmbPBkG21O28F/3V7jFBdbuU/dAy70Tp0qBt2/7T3vktRlbOemQHqmDfbtMaAtbZ6zT/J5nvbh3MvQX/c8S4hV+LcSzTwL79yzoeC+j9uyNI6mxPX1ak/E63mFf+i5n31GnjyPbEm/K+dFFUYD5WVpNDwqQzxDYx6MSqfy8XoBjcrP8wDIhrVHHnmTqojoyA/4vUADXLx2YUcCqqz4AwQVGg3G0DCBFCVzJpsgPgYDpK5Vugw9yEofoEAu8WRQ2TQgzzKH57l8zry0YX7bGm5gB8SyGqHAvFtna+5sy5ZxW1RyAd0CgzVrqtGiqXF7Fk+ZXT0H5DoYHifAIzNABl4BWHqTnS00+lyLpwua8eTYRrrxM+C1BdTiABlgxLP+midShuwaoj0lABLvmYzo6JTNq+OV8lAXdDDokY9uDtem2cjJDvIoywLRX/7lYhf7qDvKmm2ULzvQPeWkfATP0RXERX908Tc9Y6N71zx6c+RkV/Y8f3YS8CM/eoL8aTzmuXliBeStHihv5cIrNpJ0jS57KCd1nE3JyftW36U1alJ+2olVLF628rzl4ejw3sXRiUyCl5MCHWaDZ+Tck9DTdR1A3hOaU97/fAtUzTbMUxl5MACA12bawzCPBwHITT3wyDVam8zwRFXoj//fj1de+TUe3iewMw+oEu8opBKpnFnqJ70GoeFrqIL4NNw0aiAgAE+eIyAWVE5gxQPkgYaORgyI0dFJ8MwLvJsXKm/e+EojvQam0Qns4pkOIrw9jzz44C0NeTVQgOZFH77SuWcTq0GMcvCRD72AYcnRPFz80/DkRdeBBiDCAz/X0pGR5+raAdj33qdtkdktkywebcqKDIIXvzxHUy0OHiU+Rg3O6OGtM5AHTwAY/d3zMgUyATbPjCR09MANHXrQF8jpHOiADhupa8AVL8/wkRY9dPDSEaANaNWzvfc5rfRUP80xcxg4AjxFn7ijww7opiNncwd6zoJyNS1QtlsYt10Atn5s2Ny2uo2fHyPW6eBvpHmPu/9myUc39hFHXi+ZtSF10DYCpo2MYj2TLqGchXaTEWgfn3R7cqbT7gYyrRT2hOZK9KZnu2aBRcBiftCZ12BqhPelgQICQ8R4DZbjqcwaD49BZTZH60UV70m8OXJ7AQgaQsL2CtpzvOMVauwarAansptr1GHgwcPSEAxXAyZpbBpqAtkNazVKOgQANSgNq8DArzu3YbgzOQKOQN01WaQF8BpqdECnD9I68BFcAwoNkB6u0ZLPfgl+eUVnyXulo3Q6OuDl2pQKWtaDa+g6Q/oGxAzBDeHREK8j0BlJZ7WCDpXe5pfv8Rt3KyArubp1pvjQWyBfXg6SgeeMfgCuErV1r0Awz53RoIcD2ANitiIvedQT9HSArpOXzOzBpspLWo6DdwKmNqIrOXVG9s9w/fSnP71sKt6I7tibH1N156yzzqq5d2AqnVEU+uqFOuxaegDNy8YXaLKz8qUHIJeX7Xjd6jrQ1vGYNtQhCDo5I1F18aADD6kOgeet86WHdqEjUQ/wZJd0cMW3ddhs4TsIPB1CznWzHU88cbtz3h4Q74hWL1/awI7ST3E3vAUKgUx5aFwOFVyFEzRAIGGnLoCs8als0ggqO+9chVWRNZJMVyTeOYUdD7syt39oGo5n6Cht+POczaf7xRlBA9R4zA8Cb7L0DkHNxQ1ztXuXoWrvzcjPMxdUxLx00WirMbU9oNFEJ4ADyMRr8AnRY5wjHsEvoC2/xmoEwU7osA9bCuaHeY9eHPJwNXirP6xWAEYaOK8RaOgUzZGbTwcIOgHxVqnoTHlyvFQb53jRaZtSqxm8hzCPbspA+QRwelAgZ4AbXVM38upI8ACeOoWMHOiReW/56KOcdEhks4ucZZF+uk5+4Aacedbi2QJ/fMULZeu2JzhZ6esdifIVFxkBqWkcL/2SH2/0Coivu65Wf+QFX8on+qLLKYkdCqxN59Qc/7av2WpF0ty2Ds0ucnRWBjoEzomgY7RKCKgrx5StKS9eNeA2bcPREMe+Rq8cnsjEhg4vJ/uQttI/29Pr8NxTOlP+nxwLLDz72c86U2XTUFWkgEcaFeDWAHlFKlUODWcEt6OGDQdsqIapwYhPo6uG0NZspzHNqr64uKYahwYCJNKopSOLRgv4AFDm2zPE5ina1jFeBL7efZJBB+LIEFgcecQF0PMMn+6daYmosRlaA57y0ttUjEZAd7aSf65NQaCLjnwatpdg9JGGBw2YNGJg7doZEAAEoE1/dOnPrspEpyGNDhUt4Iev8iCbZzow9sDXtTi0dbSA5MifPqKmk+JVlv7dSGNYGsuMhywfcKOzkQGwwU8Qr44oA52EQF586UUGXjeZgDYaDvHSjbYavUvX7EgW1+ngjK4sS/QBTt8RsgnQ0wHoFJU7nmhs3DTuAyEPudAUX2U9P1devBGOjZGAd+nv46qUYVaSdCsk8NOxW6dtVKM8OQKHHXrY/2/v3mIsO6ozAJ8+fdo2TAaFi2MHMEEBArENIQGkAA+xeOMhhhcQSFjxAyATEGACBmGMx7EA40jcEZeEIHNJ3nggkcUzQkI4DpGIIuCFgCMcCDb22DDjmelL9K29/+6a49M9PZ5xz9iuau3ee9dl1aq1T/219qpVtavd6n3mHzxzcvElF9e2sJ6dwZbM/VbJShnPgswMtAZi18r6nTjw4OeDJ8E51+4jo0p8iP9OB42HWHUv9jBKoJa8+6HrQDqZEPDMQ3f2IxOiOfnhyWdJNXAEnvLoMAl+/PLUD7JBRnm3gHzwGkBPPnUpg5/UNwD01gZY6pFHmSx5jpN9aOcczRotQK4MMPJ2AMzw66xeAQ/Fc3zNR77R0XaBlhnbevzn0+GUNdgAFvnEK6deZ+0KGLqW7pBXOw2QzEbAO/LX3rRZXPhQj2cmThllBRqf66H80K7IgQzUH9q2HMi1suqRjif8uE590sOzfPIIJY9xIjVtRzN5lHGPV9eOyEIeIK2ciUBzJba/jHaLfmQXPnNflY8fE87AlEFZGo2aOcO2nmz1wFTdnhGew0/aoUzabzKS1uyDBPjhz41Pz91vKzyQX2g5o41P9ZCde0Fa4sQLztG4w4OybUh8G3e6riPPnejtJs9O5XvawyOBpcOHf7sBJHQcnckPxQ/Kj0xwFucH6NoP28P0I66OOR2WxUa7VSYgB5x1HuW3gPp431FuHKGpfjZUoKdjqMNZBwNMAl7lCbAtLw/7jcTGvfn6O/pqoom+AKR1Oveu5XWtbTq8NlT7x2sDUuKUlyedVn3ayZ1OGXTwiV9ywntCC4Cu5VNmPm8AVzleFniXV5nicQRU+bQfDXV5XuHBtefjcA0jtNO99vDCQcv1EAYQCR08tTJDFx3xrlMPvtqg/cDJs8Ovs9+UsuihL8gjJF+u0RfYs71ptPTRSFA+MhlkvL75ZiUPV754AWnjvQfvLT5oy3n28oUmuYQ3z1Qe9wCfpu4thKnKG078gFMHW/k5K0Pf8TyUKzk3uwPiV/sFMhLavmRLAmXmAzkLi9Lm8+7mPvROlmbqb8vvpr6e5+GVwNKhB3674YfuR+iHZ8P5BKAlpLN4iA4/enn90JdGjccPPqEF6cTtdFYPmmjrwH7YfuR+LH70AZPULz5x6AZQlYnGrz06uLR2IMEn/tS5BV5b3GVvg3YgaH+0yqZzD+UHWYT/5GW7pvWKx6tz+MZXNFNylCYAa2Ck/UIr94ChNjqUK4BdH/bMaN8e1KeOyEu+em5zg1NkUZWN//Ic5RfwrC7nyJJsUp+Bt82LN/Wfe+4wsEUebR25Ttr8OfSK5wa0U649J28bt+h6p3yRf9opr+dDWYhX0SKa4sL7duloLgonKreoTI/rEogEltY31jbmXzMDXn5cDgAVrU3H9EMPQAa4o+nq+AEclewGxAMgaOgstDF1AteAkHM6H2BTf8DDObyqU2dxeK0F4DxSTHTSitgg2WHRAIbi5Y2NP21VnzzuW/m0A8LQ5lmtoEODnRcf+HRPVgFQMtEuk4BewwECLc7ruzbjDVjwrKBR0zp5igiAF10BTXxxvZPvyU8ZvjmpLfLRCvErj4CPAtJzzt18wyh6jemqMtLuxsE3ck48wPYsxOf3sDXwDcBtoDKxSY6lTR8bvloSGg8+Z3HEg+276gkPafeDy+8uJnTkbq9Dl3wyqMqjrQlZI5D7RefQWZQmrq0zeU5UJvn6uUtgOwksX3vdtfXNST8mALI8G0ARYPlBi5suj5v7211uXLyyNDULiOygwRb4jiYRaTpAC9oBhTCSNAAg1I/Zx19H23UAW8eKWQMQ4wkIFvhMURk2xJEfDR1FWgYWHilWK7KfMrGYMLOZPqBzHx92k0vafBwv497M6k1nQzfX2n//fb8pbwgrS02ghgd8057dO/AEdLnreQXnH2wyy+QvnrWbt4m9Riwf545n4nLLVj28ZeBP++UxkXfhhRfU5GmZB8ZXcXnQLK0eYBvINtbLRY0N2X4keDE4qDfPZhHIiKvy4xuW5yo/HsQvG0BXV8vz5zvf+U61U5vWN7aAvoS64N8gqwdrreEj5wVFTzpqO1p48JsStEfbAt5+x9uV2y0D6M+HRXHzefp9l8BOEpgCIj9OoEVT8qPVyUvbNXk3LjqRZotLaYBM0PkBZ/tjH7TQoSMElMOAeuY7Qg0Qo5bDVOA+9mH0C6jHHQdjzikQXB98pdkbdQQmnrJRjkCDp7t/fXe5EAIUXgncDtHEI03YoBTThE7LpEJbFdB0H17QU05wrrzjYGFQALgADKBpI/r808UZIJy1hUZq8RLXRuAsv7zqVxcXPF4J3OKUx0foAlltp7Vzk1QPjxdl8aR8AFUaLd43QD0vbTXZ9tnPfnZyzTXX1MBBa9cuIc/FOUcljLLIM/cMIjdx8mZQ4gtu2bn2xtQUGrs5z9d7MmVSdv58IhotiCpLln4DfrvuT0do6zgd9DqNLoGZjm2VIWDjvgQISuNYmtREFq2OrzBXL6ATACI6oP/DH/1Xaa9c0QAQsEiIBpv7Redf/PIXtVDEj9uCEZ2eexW3L3UxK9CaARIeuaPxOADAzAIBHh1Np0NHvffce09p2QAOT1lSz0yiQ1roYZEErRSgKydem/DEZAFogZQBha/1RU+/aHNzIsDLt3jf4/dX+5k8tB9f6GoLrR6YWtBEruqy+k59X/jCF0oc8gNkZ+3iOsYtLvustDILANjWVX48GVABp7qk06jxzXRhok+aTaHwYXGVYGEPWWmbEIDKuSLHf/IB4V/+3y+LJ3TV4xmRqck5/HsufgPeKMju0ksvHrT5XYCfetO21L2Il6S15/lybZrrReltfalHPnJLmZQj551C8u2Up0072fxt2X7dJRAJzNhJfbkZMNqtTQfUKb1G02ItIvBarlMCFa/BfIz9yM3Yc5eiGQInfrY6M3AEFECwDYt+tGbvrYrT+YEbYODXDAgtuLDjHRAE4spbYWgrUXXQjMQ5AoBAmzZsJzgr3miB0miCeNMO+aXTki3v5nPNVKK9aBoobrzxxvIo4BvMRi793e9+d9GiYX/qU5+qdF/AMfAZaAQAarCw2hOQA0f3H/jAB8rsoW7x2gk0AGuBY+OloUwGITTJOgAjzfapwD+2em89BjFfFbdrncHOYKUM/g14NHkbL7m2hQF5h6Y62mv3+Exg69UGC3SYbvxW+KK/5jWvmVx4wVOrLJs9MxQ5G3QuufSPU3zHc1tPm3G7+DbPbq7n6WhnG+c69zmjOy+P3dS1U56WdvKJO931hHY/P7olMOMmZeWkV3Or8fyYLBbQCYGVzXpsLOW1/ktf+lIBqn2FAbXJNcvcrUzjK6tj0ygd7LPAPy5UwGVRAEQ0V+AJCLhfZYLLyjTap1V5AMgA4nUf/Ze8+CVle/fqro5oS0CbhvjiF724NFjgZhWhHf5MHgryvuylL6sJQluuAlGgLRgggBO+tP+Nb3xjrY6jpXILszoPX8J73vOeyd133VPAbfASgDKZWbwCHA18n/jEJ2r1KZkZKMXjCzjjhSYOwBN0ZnTEC+5zuNcezyCmLTJAh4nFBKH2WEXJJKOcwUq6t5NWg1ReCKjI2wbx+GIT9xZBLlZ+ehbokIVgsNIm9ePbWxpwF3e2hO1AclHbW1mTWw9dAmebBGa0qcv/8vLaepSmZMnyLbfcUp0R4ACht/71W+sDqV7Raecf/OAHa6ez66+/fvLyl728jp/+7KdV1hJgWjJQs7tggHu7huvgBgnaPDCipdN6vW577ad1m/gDCDxADBbANdq2+ABS6mL3pvEDGiDD1ANkyiY7TqYyEYkDXmiw37s2yQf8mC1o90xEeNMmdHRkfF1++eWTSy6+ZHLXXb+uScbYsXV617R9wMXMoo3s0oAbuImLaSNvEuSTt4aAK9BsAVB86hEP/IW0G9/KqMcmR9qeOQh8uUbDtfpdJ32752NwyWBqEDVfYOD0hlGDwbhkXXlyJHMDR94i0pbt6G8HqPLvlLYdve3itXm7gFdBfTmSd6dyyfNQzurpoUvgoUpgpqOzB3u9plnp0MBRZwUyOt5P/vsnBVrswjqnJc3MJcp6PQeoNEt5lZVH+ep4jX83Juc1b3kBXOsvC7yzLwXTjOXMNGCv+0wEDkGnSsdK5wtQsNO7BnD4jPYKKAEOzxLtwaO0TY27mZxUDn/qcB3aZORtQkCLicfud/KwfX/oQx+qgQ3A0bANhtKS3znaqPKOxKkjaeqVhkd15jp0xO3b97hyeQTeBitxzExoRCbMRwa6yfLWytdo2+LJO3MEBjdx5GYQUxY9A4H6tQ94M6f5ruYzLnrm5psD2QJtbcXL/LPG9zxg5fmVAOb+7ZQ2l3Xb28hguwzqaHk6HXVuV1cbv1f1tHX260ePBGY6Og3bpBKQ4efMPED7tYXlD/7zB2XHZisGVia4mEcCnv/8T18rU1vcq88AABtKSURBVAkPBfZxH1DgFkebDegRVzoH7bjt0EBTZ9fpAyDAwv4eNEZaZcDaACEfoJSXJwUtmKkF8LNhqxN9afJqHxASHz7QZ14ImAPL+39zfwEzjdGgowygMmDIFyAkA4MJO/hdd981+fXd99YqO5q5+rwd0KivuuqqopMBTf0BZfnQI2/8a6dAm9Y2dbjWXtdAEC9oAFz3XAd1fm8OBlgh9F2j/cTfHU0Z457lZJGtV5l28CkwLwXAfvijH9a1t6AC+/HZ4ZEpy4ZW3BmZ1hzP+sPnlIzY1MlJvfY78bxTvirp/7oEugROmwRmOptXbNqsL7VUh83Ku8lG2beBiW0tgfmTn/Tk6pBAArgwASjLnKCsvAHG0nrHZeTRMHToFryBDrAMsCsrAAqmCiDxla98pUAZn0Ahk6jomxj83Oc+V3b5t7/97WU2AESADl3AD+yAlnppYIeOHqqvlQBZbxnAmRkI+Jp0C4ih4asoAUxncfZ9ZhLyNfcjDwwf0c3Oc2QB+E1eosVkgh4tFA9pr3kENnvxBjxtjRZsklf7TTQyVZE7+ugAbXFszsD74oufV4NU3NcMCJ4BWmkvnrXbpKS5CBOznhtN2vyB+siS54jJZm8ivmRjHkHgVmnS0VwHmbJh48fgKqBvMEJTvejhNfVWpv6vS6BL4LRJYPmGvz1wgLvYZX9x2eT8p5xfHVjnF3RmE3o0aIAU4AKu8lig8KI/+9Nhd7uLnlGgCSBoWl7dnQPI6OV68zxZKtc7tGjLJiVdF0CtnFPmGHXyKmHKoS3aKQ8v+x6/rwBLXAaPFzz/BeXCWHwuTWtgMZEHLFMG/V/d9av6OolXfrwAOjZ1WjbbrbNBiYnGmwPNVz3un/bUp00uufSSTdPS/v1PKKCy8xw5aQPt0xuMNwlvKACOjLlbGvCANVA3p8D0IL/FOGm7AUQb2NK96TBLiJMuAE+eJQD/aU8fvDpMyAJv4Cq/txQg6hkCUCYtX2QB3ngwAABbXibMW8wiBgJbs5I/fsULNHOT08oCbW00oW2wXlsdfOLZv01OGwwoAOc9bpgwRishzz33w7nbeo+XR7/rEjixBJYOHzm0kckt2U1WAgidGsDo9IL7LKqQh5b6hP2+tTdMcJncAzZAQWcFBL89NGyGFDbScTfP46pHmmh974+OSFMbF+REM2fWQFuaQSOv4AAW6AFV4Is/afhnLomHCTOIdPmBGR61xz2NXP3ePACidmkzGuqM2UW8QUl90tEAaOed+/jiS5vEk5kAtNEAkOoxeDjLo25pDiYLddNg0ZAmj7zqlybgXxDv8OEAWvlfXXnFcbTxxLyS9iuDJ/eAXTva50QeZEpWPHa4ZnobsJte2pTnIQ9+8Od5DWHQ5r/3ve+VyyBPHMBt1zvPK896zNycAugduBuh9MsugV1JoPYqAZBsk4BLBxcCeqECrAMkOjvwEJbtPjdueKSD16rCcTtTHbztuK5zn3rkF5QFuoAL2IVWC9bKBrjZuNugbOLiIYJG244MBOKAZupI3ehriwFAXiBXvGjHZKk8T0xiksXmSsIjxw8GZKOcc9qKZsDYtTSBDNv7AJ1BAX8BePlqEBk9EcR7QzDgXHDh+QXUaKJFPmQaWtqWiUcAHl60R77IQDyzEfORt4HnX/r8KocXdaMnb0Jo+lgy/kzO0sa9OdHUs11p8j/43IH7wTLpMV0Cu5PA0n2/ObjBw0LQGXV8oAUU0mGliRda0HJ97sqsNGtAU8A6apLKAz2AIATEnAPalTAOEvLR/LcAYaWAZVH+AHDKAyDlAbe0qm+yVHwBq2i94vEZUEubAmDSgTqQLXqjpiouAJYy2i7MloeJQ5puC67qEYdWADPyBLyuA8hoa2fORXfcFVE8WkIGV7yhO7Rj+Cq5NrpHU/6YTpSfB1xl8wzatpMdHqSHxwB20tBOWTytrg68KJOAhn3SxeF1cejAvVguPbZL4MQSWFrbWK0epDPyf05Ha00XOr8AjIFQC8rTpWGDJB28OuwI0soEYJQNDee242ewAI4C+gMgDfkCxGhlUJESwJHe0kNDGl6Al2tlo42rJ6Amb4BYPrylDfJHi6fBx10w5ZUdeN/aojV8Az3XQC4gGPAVHxmnreKSzznydS0wpzDpyEebZ3ZRB5o+ZIFnedMWZSIf1xlsnWtwGeXXPgtyRLPkPO6+mPwGoJhGWrraP9kYzEppU8ma//nq8F3HPPdqyHH/OnAfJ45+0yVwEhKo/fV0WHZkr8lWT3JhS0dOZwaOvDpM2gExYAE49N211Y3yrqB9Lk9XqjPXpn8b08nG+lLd++CAfHVfH0/QcYEN4DtWZ6/dvDTq4wQT+3dsTFaPrU8O3nv/5NhRtnNc0D6nVW+d19fLlQ//AfkCJAPHCNoFyPYy2Ri+flKAEz/wcfMoWmkAVLuiUd93/32bg07Kk29d11uIz6XRKoczIJ3NppOl6UYd4n0Qdn3DoiG+2JOKP3jfPRWXOp0BOS8Zk7EAkKyFaOfa4RqQyisPeTqGL9kYYIH9tGTYXtOMyZo8Dx8+Mjl6ZHWU5fBrQcHEpu9V3n777SVTg4E6ygzTmLSGEoM3ibaXPXuyVoOIdrtXdnvQRgGvg0IQev3cJdAlsDsJLF/9N1cfoE0BiXe+853lk80zgMcCP+7aonU6rdd07mlAjVcB4NAxp+OyaPdAHgABF9exD+v8DvFCOjTwT35xysjjOq/8PCtMmonjPy1PNExl7/ifn5WHBa3UoiD5xEdbdd3WWTfjP3kFNLXLfd4AADO7rTbz0uAnHrCWJ3XQwLNohcaLbzJzDQwzmBgYohHj9eMf/3h5mZz/lN8rHkz6GRjf9a531bOwBUBMTc41mIxvPGTkeQW8nQVt1hZaedLwqV3upfNiAc60ds/x2OqwsIcZBmBzceQyaLLUytDj5DeHs0mryvu/LoEugT2TwHTwDBlMFDqvb+u9+c1vLtdAXiHpnMCANm5SDDgAA2dAJfCioCnakImXh3RgLQ+6fIO57dmxThkgQnOU5gy45HcN2ELzu9/9boEn9zeLVYC2IC8w48JmrxSbRcWWi2eHPPhwJK4KN//SPqAcukk22cY9jiZKoxcANf7wfef/3lltPnjfwWoPGurkgpi8wJtMbMgl2Hnwxz/+cS2h54vNjY5MeKsAZHT5gXNBJM94lSibNqBPxmSuDFmSCxkrr4w6U5acEjw/G0Zxr1SG2QiP5jle8YpXlEeIvU1o2XkzSd3aFh5yHbr93CXQJbB3EpgBJMAWbS1Lz9l3+UpHu5QHSND+AoTOy7NZAdu3vvWt8jsG8HySX/va1xYAARn7fPBZplHafMngwH9YPM3R18j5i1sBaTMn1xbz0LTt4AfogM8dd9xRtK3g4wHDFownIBOtk+hK810dPtSLx+1C2qFsAfjSoLXSkt0DpwCjPOgCTBors5I4wMt9Thto/HylLaz58Ic/XGAI6G+99dZawu+NhpwsgTdAffrTn548+1nDF9UtKVcnVz60tdlAB0zthpj2+vADmQBobwJkyU8c8KuHDKUZdDwHXzfHV2SFZ/Zy+cmULVrw/L15cTvEm7Zrr8EoYD0vR/E7yXc+f7/vEugSOD0SmBYYj1+2iWamEwsxG9DMaMkWmHiFpslFW3NtlSDQyLJzHR9gA3kr8aR5Lbd3B9qARRoQAYK2QBXY1mnY6gI2wNuCGBs+ASnbvfITBjqZwENHHLAHkgacBBOMtHDgsghgAkjyaA/AJgOgJb/l/1lAA8TIA//Amb+zdki3utMug+iQwW233VbgjA+DlY8XAF5Bm6y8BJAW9FjoUouD9u0redijhZ0bHTxYNWrQE2jo2cfbwKceOzbS2Jk+gLqBj2zQ97ZAnpEVesxgzDD4qYFptjJM1o7tJxNBO7VXmRyV0PwT30OXQJfA3ktgBiS54QFgHTFmDKBngg6gib/wggtr/w2AAsSk0casELSq7oorrpi86lWvKgABCDq+M60RGAILIJW9N6TRvgELTZppAIAzEwBM4AzYABmTgWXfNM8MLgEYqyWBoXuv/Qn4xoMjQTtSLnH4qPlOA1XzsWH1WOlIS37SE59UoA6omX6AIt5vuummsiejSwu20McGXEwNFqS84Q1vqP080LWbILnZTtZgBIBf+cpXTl765y8vHsnd24qByPJ39TLJvO51ryv/ah9NUId80tTx+c9/vraYBdzV/pWV0rJt/mRxztve9rbSvKUDauCOtiNyOXL0cD1/A7iAvjZKx29s9NK0s4cugS6BMy+BaYBQRwUa7nVe2qtrWjFQANRAG9C51olpmOzOAA0wA4YAEBMImgDLggyTcfbEpkGyxQqWr9Pg2amZBpzzMYYC1MmkwAx9POAHqDjUT5OkYVulWXzya1hfq0OcPOg4lHfMBzwagJyFAJWyaABt5iQ0DDrqccQ8A8Rpv0wo7MrimU2YO7SHWcTeIk/9/WFfj0OHh8+YMVcA6rQHTfJ3GDCk4YF8tJNc7TFiaX1AlqwMcAY3A5/nYwGMIF4+bz/aBridc9QzbjbfUoatWxltEMh2kdzw1UOXQJfAmZPANJ1QBwUQgs7tnsYl3RGAdy0d0ABJYCEvgHDo+MAMiAM7WrN9vT/60Y+WueOWW24prwWABSDsqWHyD8DRDJlEAKH60AVAwAxv6KV+6epyjh0W8AhASVAHbTfAXZFz/5SXx1m7XKtD3QIg11b3oetaPkEd7rVXe9AA3Mp88YtfrLcINnkDoQEgHjzhS10ly/ENAWDjF7CjbQB0Rh+IM71k0tE1nlI3AEdPW5TDF56UF8K/a7JzGHwFeclR3vDmrUt80tvriuz/ugS6BM6IBKZAQtCJBZ0b+BSI0V4bINNxAUOAzZnWTEM00Wir02jPXvPlF8etjnnAdrBliz52rEBaHb7Swu7KMwSA0RjDE/rigEm8KPCX9GJ4BB1gJahTGUE5Lm4AlDeFgUhwluaMFj6clXWdAMgMBtLwQhYBNeYbNmdaNpu3zah8k1I+mjkzyJe//OWid9lll9XAU21ZWy1QJm+yArYGLGkAWf0GKoOgMz6ZjwA6Wz57t8Objnpp0ga3DBr4iwzwrXyebdoljyBfgnwp59ymyaNdjh66BLoEzrwEZgVao6alo+vkbMW0w4Bhy+Z8hwbc3AdtrcoHGT2mkQMHDhRI86IAyiYrARAA5+1Aqxb4i9PagQlQZ7sVAi5MA/bOQMcWqbYhZesGdPiFxQEaZ3HZRwTY2QHQpJ160A6oA0VvDCcKMQsBeQuPDCDeKLjiveMd76i6yckbhaBOQOrrPyZteYUEgMnGQGCgMtH61a9+dfKv/3JrTVbywjEo0aoFNMmAzMQDaGYnJiW2dYGmbe90Nn5vJPhSt2AQyHyCQZSMA+CLADgyQ6f49NYx9xGMItz/dQl0CZxxCcyAQy0gGReh8Gi47d9uK08HHR0QJrSg7RoArMxmExolTZl2rdPzIKGBAsl8lIFmCcDkM/koBOTe8pa3lP8wtzZAhSfAhT7TCds4lzu28Xhg0BClhz/X6g6PQJlWStsHhsAtAxK+ALFjHrzTrrQ5gMY2jX+aLSA1mFx77bWlLZuQBMZCQBo/BjCDDLAGsoIB0WTwRz7ykZqYvfPnv6ivtQNWxzXXXFPyA7q07ve+973l7qdOMvXZOHImT/QNnHgihze96U3VVl442miHP/IkV7Ihswxc8lfc2rECfe02SUybj/yL4f6vS6BL4KyTwAwwMQnQ1rze84aw2MVko46uc88HoJQQAAWwjgQ2VtobADI5BwxqkBg3Q5IvIAfIHcBJGUAEtALegNfHExLkAzQ1sGQpNvMOt77JoEWnPkDFIwXACQFtmnQ00NDNuQVvE3RoZa8Ommx45OmBRzKowW9t+OION7yPfexj1e4X/skLy75t0IgGaxBAz37Ww1L1YZ8Q9TOHqF+dwJ73SsBWvTTquFXKr26HPOKVEzwjzzABUOe5eaZkmHxldz98qNwQLcyx93etQu1L0iO+fu4SOKsksLk7IPAWgF9ADUgFNFquAwDiljaG13qeH4AmdlqgCFAASV7flZMuoCsNgAAVYA2wAtbiUw5gSYu2q+wWD8OHG9BUVl7ptGmrFQ0AzAwGEPwALQdtv/ZcOYG5BI/aQmsWfJ/zG9/4RrnZve997yvANvEYObF733zzzVWvb08+59nPKe+MqrfZFjX7l9uXRVu1TSAfbTOoZQDJm0nAVxvxpG3KqTt5lY8s5ddmaZGl9riXhoY9VNRPdiXXsZ1+DzUQnkA+xXT/1yXQJbCnEtjcj1uHBhjO0SK90rcLWsJZQNP56ANHCrABgQAUAqDAR5AGfGj10Q7Zq30xnkeJ13np0gLYV155ZdmJAzhFaKSlXofB4rzHDQCnXsATYKLhBnyUzQ5/idMu9QGvnQK6grwAMQBecWvDbnq0bSYQ4KzeNtCylbHzoroysOFV/mjcrovmOLioV97IkEzJKOXcC2QrnxBzjLLkiKb88rhOvLJ5hkePPVBuj8prg/rwSz7JU8T7vy6BLoGzRgKzABrXLx1XZ6Wtrk/t+rY1eRcAk55rrQiwtCDjWj4gmoEgWmAAij3V3icW6Mhrh8Dzzhv8yAFNmRFGG7b6AsjoCICUJg14Ak7is3Boc8CZDm8RtGugTUsFoMAWgKlrp4CeEK0fr95IBDSyeAdNPAmxh4d22kyuwFVb0AXmduwb2j/IzECFjsNAp94EbUcLgJOxe21Ak4xSrtrX7M8tTR3y5nmhSRazleGLQvKgjWf8CdrX/gbCRz93CXQJnFkJTHV+nROo6fCO0g59w3DswC2LOngOnRwg8LAAHjp+AByYyhdAcy2/syAv27V8wOqCC87ffO3HU+qQzwFwnIFTwMW50n15Z329tEwabjRKZ3QArXjtsf+KeOYNZU4UlDO4sQOjRTYALaAWEK92r5xTdcmLT3m0X7CYp3y5jxypNHS1HS/40mZtBNS5RzN50BAfs4b8ZK8eQK4taIl3La8jspNXkB8NQX15TtomrzM6eE/bKnP/1yXQJXDWSGB25IFhogx40wgtOVmxn/Rkvb5ug1MdWGcGKoBB0MEBxNLSsIowIBHtDzgABvHKyg88gIPgWtpsZVoufbXx/nQAD3nsYW1v52GfaysiB9e/YUnMUM7e10UH743poCoYzQiupeEV3WiQ4SN558/4FfAIfFNOm4AucwJ5OdyTizzo0vbbMuFRWuodZMflbqst6tNuaxjZnslG+mB2JputSWFyWSfT6dJk5Rymj43aFxxfKyuDGUVBvKE1uE2uTZjZUalPiy0xtQyDaNqP12p3I9Ok9XOXQJfA2SGB0ri//x/fH0F7XCk4fv2FpvnzO39ee4UAHOYGobS+ce9pu9HR4gLs0uQFXAE/YBBAyBmdpM9fVyVn+F94zrllB9/+hJzb9IfjOnJzzgDgHBkWn+PEYvjyFpX0h4OnTrNLoEvgzEhgZkXh+9///nplfv3rX1/LtS23ZoN1WDxjJzwrHG14xOWsXunHDahuuOGGWobNl9vWpFzJaJO0c8AC0FvQOTPNPPlaw/M88LmXVvE+7jNq5jmnnBo385189QtLoFfHCNCu1315Zy7UsDKatOTpoUugS+DRJYHlm//upgN2i7Oy0X4hX//612sptt3l2KBtZGRJu+XVlnBbiUjD5rNtcvC5f/S88u6wdSsvEV8KB/wWh8x7hAR4iNBOgGjde/CeTfNBRAvwTU6WD/M4ORhgTJ7TdW6BTR3h0Zk7nJC4ts6U246vpLdlTvU6fDCHJADpxCfOOXyFj9y3efp1l0CXwCNTAlPaMxDmk2xvbFuGfvvb357Qvi0V92UUi1/s6ucDAZalX3/99ROrHYG9FYRXX3315Jvf/OaE9u3TWFZL2kxK+qIAROYP+R5J4BL+F7Xv4YpLncCaGcTRAnPSvfG04ZEk15bvft0l0CWwWALl66Zj82DgngecuYnZU8RqxnhU3P7vt9cnr+y9bUl7thdl07Z/h21MaeyWYgNzu/6ZqExQB5A520Ck5acFQXy39us2X9q00/lk8+9Eq3iZk1/oz/Pc0jkb5d3y16+7BLoEHpoEZlz5PvnJT5Z2zQTCRGG/DCYSrmL2LvnMZz5Tn+iyH4ctS9my48r3D3//j7UzIOBnB7/xxhsLuIE7O3cABnuuAzTz7Lb55tPOxH342Y7f3fC0U3t3U367POEt5xPl2y69x3cJdAk8MiUws3McgLU7nS/Y2KBIAOJWTtqoieZtB0CbKbFfZ8LRfiTKv/rVr64tW4G5peUAhdZernPN5F00wFMBw70S84lAER9pzyKedlN+UbndxKXenMNLztvVnfhHgvx3I4eep0vgsSqBme1Vr7vuump/AFkH55fMVGCDJlp46yHChioPl7+rrrqqgFzZ1j0NaAMI8XyhHdJb0HAtXl4mlywGycMQZ/BIUGfK5xwwSp7TdQ79nejtVPduyu9Eez6tpdfW28Yr06btRGM+rd93CXQJPHIkMJv3t8Z62/kBOHCYBwj38i0vD37FSReXQxzwVUfqkZay0lJOvQYEmr4gvrWRV2TzD50eugS6BLoEHosSsD6xltIFCAO6AVga83xaK6ho6QFjaSnrnPRo3dHEad8O4C0fwE5eZ+Ybppj9v7N/s7oW5Dcj+0WXQJdAl8BjTAIzy7QDzPNtFx+ziLQ2Xwuiic8ZIAvyKO8AxgFmoFw+4M997uScc2e1mZK8wN0kp82V2Nrb5fXzvPX7LoEugS6Bx6oEllbXHlhocwCkAeKdhLOxvrUYpM2nvAOI06YDzM7MJsDcdxvtxaGegDs7d2na+/dvfptR+m54aevv110CXQJdAo9WCRRwA1NhHhzdJy3n5Ete+0knbMbNLbNmDskqSgDtPtp0bSIVAniYDGYT9dHQQzPnJmu/7BLoEugSeExKYNhsemx6wDEg7b69li15cm3HusQlbyQpngZN42YGEWjg8kmruKVhlZ97oC6/jxHYYc998oam86K4Nr1fdwl0CXQJPJolMA3oaiRAdADXHG3j5U0e52jE4kOnTXcNfEMLgOdemhAgB9iui9a4d/awzWzLwfHXqfP42H7XJdAl0CXw6JbA0rG1owtt3Ltttv3peugS6BLoEugS2DsJDO4fe1dfr6lLoEugS6BL4BQl0IH7FAXYi3cJdAl0Cey1BDpw77XEe31dAl0CXQKnKIEO3KcowF68S6BLoEtgryXQgXuvJd7r6xLoEugSOEUJdOA+RQH24l0CXQJdAnstgQ7cey3xXl+XQJdAl8ApSqAD9ykKsBfvEugS6BLYawl04N5riff6ugS6BLoETlEC/w8utUZuoTr8owAAAABJRU5ErkJggg==)
#正则为匹配hello src=任何除换行符的数字或字母 yes
>>> r1 = r"hello src=.+ yes"
>>> re.findall(r1,s) #正则匹配变量 s ,返回和我们正则定义相同的字符串。
#用() 分组=等号后面的字符串(.+:重复任何除换行符的数字或字母),然后re.findall()参数返回我们想看到的字符串。
写爬虫的时候会经常用到分组可以是一个电话号,一个姓名,邮箱,地址,链接,图片标签 等。。。。
>>> r1 = r"hello src=(.+) yes"
>>> re.findall(r1,s)
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