kafka学习(四)-Topic & Partition

topic中partition存储分布

Topic在逻辑上可以被认为是一个queue。每条消费都必须指定它的topic,可以简单理解为必须指明把这条消息放进哪个queue里。为了使得 Kafka的吞吐率可以水平扩展,物理上把topic分成一个或多个partition,每个partition在物理上对应一个文件夹,该文件夹下存储 这个partition的所有消息和索引文件。partiton命名规则为topic名称+有序序号,第一个partiton序号从0开始,序号最大值为partitions数量减1。

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partition中文件存储方式

下面示意图形象说明了partition中文件存储方式:

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*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" 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  • 每个partion(目录)相当于一个巨型文件被平均分配到多个大小相等segment(段)数据文件中,但每个段segment file消息数量不一定相等,下面会提到一消息数量的算法,因为每个segment的大小是一定的,但是每条消息的大小可能不相同,因此数量不同。
  • 每个partiton只需要支持顺序读写就行了,segment文件生命周期由服务端配置参数决定,这样做的好处就是能快速删除无用文件,有效提高磁盘利用率。

partition中segment文件存储结构

前面提到了每个topic被分成了多个partition分布到各个broker上,而每个partition的文件夹中又又多个小文件组成。

  • segment file组成:由2大部分组成,分别为index file和data file,此2个文件一一对应,成对出现,后缀".index"和“.log”分别表示为segment索引文件、数据文件.
  • segment文件命名规则:partion全局的第一个segment从0开始,后续每个segment文件名为上一个全局partion的最大offset(偏移message数)。数值最大为64位long大小,19位数字字符长度,没有数字用0填充。

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" 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一对segment file文件为例,说明segment中index<—->data file对应关系物理结构

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*io+SV/MfwlmEx9bWvOQir35VG4SpZd2uTxPO6xHpij8B8AyRbljcHPSGGYepqKuEwDJPR8afDMH+6fLzSiMVioVDQ2d7q/NjX7u596ys35ly8OtvlitKU9v42x+XKnItXba7enOvq4fToaUd7y8eMcX6g0qCoCGEzX5cXm4dGV3WL33ThUusWv+kWV3VLpMFuMXR6Il24klfyH8/PCqXXVJWzWYy3/nb/6Lf+DqVRfNySzZSE+kiW2/Z++Zgtw/MmfGM0HIZprK/5q8Mwf7r0S5+mq0vI6GxfFBCa+ubNi9KS+KLi2KKiuMLCuMLCRNk6vqgI+oSTWFhEbIpX8l86XxRfVJxYWpL+pmpRQGhne+vAKA2T0VFe8tKZGlPRJa7sElcoGtbH6cGUvJL/SN6ZGvOmooTF7Px4pYEC0zMMkxYr2bGaeIOnBACJzWTe1VOVWanwcUv5YRiEzZQfhoFy9WH/FYmlH/s0C8MiX7Yzclvac5pbs5tbc1qgteW0EM22bLkIDGbL+Ur+i+VzmltzmtvyWtsLOhgLwyJhn+bvvnomEnWzmJ0VpYXO1JgyobhMKC7tkpQJxWVCSXmXpEwogRHol8oiEFDySv7j+YURsVWVpSxm5wdfPVOc9bKsQHJmv2SEnMBM+FF0fGddUjTxuGV97euWpno4DPNHs15+/NKP4zSLaLEl3K4SrrAEEUArllsrNF9xpEHCUfJKvpQjLOV1LY6IbW1p5PO4A3P1rKqy1JFKfyWUvBKIXwnFMke2FooV4zCo5JX8R/NOETG11RV/9Nv9o996W2sTHNUkXj7W3VwvcbsksRrTIzA6QLJtVVOon8IwTHtbc78Mw/zp0l/3nrW1Ni2OjC8VYFItlzllQnGZQNzjE1sFvTAlr+QJbHFkfEtzw8Dce8ZBWLXVFU4RMYUCcaFQXCh4mwnFilv7RpS8kv/rvDMttqGu6v3vPROLxeAktaW5Ab78WMhmSAIfSRbZ9BqGWWHX8ci1RDYMA18+1trSSLx8rF+GYf506ce7nBdHxpV0SUqE4hKhpEQodV5Jm+JXQnHviKREKFbySr4vvzgyfiCfp6mvfe0UEVPAFxcIxPl8vEAgLhCIYVO2xqWbYFPOV/JK/mN4Z9r7Pk9DDMOAY6ENdVVoTLBky7JeAmM7jXPjXEVOutwwTDUxDAPfbvnuN9/079KPT24uiowrEoqLhJJigbhYIC4S9lrLHIlCUMkreQV+UeRAP7npFBGTyxfLDM/h4+Flrxdv3qRjYDBmyrSLvr65fJzYKrcW5/LFye1MYzOz0w+8cvniHD6ezRVtO3vGwNRU39hkyZbNKe2sXL448nXNyAk/K9jt8PAcPt4noWJ+WA/0lfz/GP+nSqM4DFOcE/rrQomenMBM0u86ta86Je5vHob506V/lealQPxSIC7g49Dpa2/dpOSVvLwNvNIsiIjJ5uFZPDyLh2fzxdl88QSLWVZOjn4FRcfc3UhksmtMbDZfnMXDs3l4Nh+HDuRtly0BABy6exfGt507q66pueuiy+P0rJl2duZz52bxsMRWxqFbNw/cunng1s1Dt25aLXCgaGgEvirLkmWD3/vW/LAeglTy/0u84x8oDSEwcBhG1FAjuXVOMtOkR2B0gXjHmkZqgPzLx+Csl0xGxx/Nevl3Lv2rNHkCcYFAnCcQ5/PFWSxBUktHRgeSz8fz+dJgPl+c3slJam7P5YpgkODz+XierCspz+cJpJs+NZ/Hw9MZvL58Hg/N6OD05TOZgo+vJ4+HZjB4A7K/ny3/WShNJg8nLLT8zejJU6Pqm2Fz1KTJq3btzOTh6Tw8k4dncHvI048fG5mN0TEwOHT3LozoGho6rFsDfWptI4lMuhoWJp+c3tD6Xx2d3VevyAeh9c3/blPy/3ReQWkUn4Zhdkj8PCSOlvJXydKmWlbddsnPTistzieGYeCsl3/nMMyfLv2rNDl8cQ4fz+HjOXzxSXd3AICxmVkOD5fGeXguXzx64i8AgMdpmT1xPp4j61zm8MUKPAF8Oj6bh67cuV1bT4+ioTF+pnlkdR3ks7iiNXv3DNLU0tAYNN3Gxi+nAPLBJeXWixZqDf5e19Bo7aH9WVxRDl+8cuf2QZpa8qZraJjLF/9sYaEQt3JckMMXZ7G7nDes/3G4jrqGxuQ5c+IaW/+2/f3M+c9CaVK5WBoPT+ViaVw8lYulcvFULp7Gw32LSsmqqiceess24WlcHJKhVXVDhus8yszTMzY5cOcu5CkUyskHD1O50lTaevrrjx6RZubhqVzM0nHBpDlziPxE2r7531qPkv9f4p1k855BbUBRkUjULeTzJLGhkk1Leg3DzDNH7riU56aDLbfTkuPKXhXU175uaW6Qf/nY5yAwxNKPSuMcGQd7hNCOublRNDRIZPKzwmKivxhcWqmqrg4A8E7NIHqQWbxeHcqs3v3Ltzr9y5/08tTR13/2sjihpdNy/nyzKdNgfOcll+91tP1eFiW0dM5dvnTS7NkwbrN4kYW9fVxTu29+4XfDtC/6+2fx8MBX5a4xsXfpMXdj6DfCw7V+HOq0YX0WD3+UlimN02NOeHqQyKTj7u5ZPHznpYsGI0YGl1bSG1p+sbKabvPr37a/78k/Ly5ZvH2LvomJ3arl918kEcDlwEBzeztdQ0ObJYti6lsI/uyTJ5Nmz9YzMnbasD6Vwf/gepwHXGkcqTHJXCyZg6VwsRQuTtjYGeYkMmne+rUpXDyZgxHrFC6exEHHW1huPHM6hYvrGZvsu3MXbjUYNWr2woXQ984pAAA4b92SwsVhfo+0DACAZ0Y2TJLMwYiECvnfWo+S/x/jnakxjfU1CJspFAq6uoTignTJ0W0SfTmBmW4kPHOgKi2RGIYBuzyLX+Y01tcwGR0DOAzzp0v/Kg3sCGZwsUweftTN7bth2r9YWa0/ejiDi6Xz8HQevvH4MXN7ewCAV1oG7DhG17ec8PLcd+O6T87LdFmH8kUH+6S3946LLpdDglM5IhhP6kBOPZQG0zmiDC4O495pmQdu39pz/ZpHcirxRWlc7EFK2p6rV73TMgOKyzyTUyGfyhFdCw3bccnlckhIKkcE+W0Xzp/w8oT1nPf1JauqpiPdaYhIW1//5IMHcI9o9c3bLpxPZvBTOSJ1DY0Lz55B3mbJIisnR+gT9a/cv1ff1DSpk0vUA+MTLa0sFzjA47P+6JHz/v4wfuD2rW/++0M6D1fg5Y+nfH4C+6T8iAk/2yxZ9Cg777fjx9S/1kxoZWRwcf+iEoqa2qG7dx+lZ8+0szMeMxbynilpgwZ/u93l/KPsvDFTp89ZvOiD63Ee8LmcHagxSRwskYMlcfBEDgYtAUHPBwevOXrkPzo6my6cVwA2nTtnNsM8kS1K5GB6xiZ7b9+B8eOPfUhk0iQbm6V79+gZm+gZm6w6dCCRg8GP261dM3rKNOIrEjnYC640oUL+vvUo+f8l/gUiimd1OYRF11ZXIKUFkqsnJVP0ewTGCOB7NjTSQ/sOw4CDvrXVFSxmp1Ao+AwFhlj6U2locamynmIaDz/i5vbdMO2Dd+4ajh4Ne4ppPNzIbMzpx0+g0qRxcdfEJK0fhxqPGTvF2pqsqrr9oksaF4/rQAxGjBw5YeLcVcuHGxhMmGWZysUSOjgGI0aOmDDxVxi0tIQJF27dPFhHe/ZC5/EWs8iqqpvOnoW9VUtnJ3UNjZnz5w/S1DIyGzPT3i6Ni7/o5I2baf5/Q4ZYOS4YpKk1bqZ5Yicf8mk8PI2LR9S3jLeYNdHKKo2Hh1XVAwB8X7466f1o7eGD18JpaTxpZ3eytfVk6zlhVfX3U9O1fhy698YN+HG49khLp1AoXmkZBA/z771+fchwncjGtlQZCdehVXUjxv9s5eiowBOdbAU+lYsRx/PT8Y+zCwAA4bVNMDLcwGDvjRupXHzbxQsOG9ZB0jszBwAQWF6VysUmWlk5b90M8z/IyCKRyWFV9R9Wz2ehNAkcLB7B4hEMOgkcqcUj2Jpjvw8ZrhOPoDAex8GelteoUigLtmzZdOHCZpcLWsO0Zzk7nfDxg7wLlTZ7+dL5mza6pmWOnmG+//59+EFqGzJIU+ugp6dCfoV1nFzzrfUo+X80H4ugdFYXnSmIq2t9fmCvxGZyr6tk65xafb3e8fIxcCzkI2c+/3uW/lUa2AuEncKD99y/G6ZNbWhTpVAe5xclczHv3JdDdXVDahoBAG6p6ckczGDkSNs1qyDvEhJCoVD8y6quRUWpqqvHM/jJHMy/7LX5vHnU+tbrtGhVdfUEhiCZKw2G17dQG9t0jYzvvEiC37tg00aTsT8lc7CTjx6TVVWDq+pTuDi1oVVdQ2OavV0yB1t3/JjWj0PpHUgKF49qZegaGm48c4boxW45f45EJg0a/P3zytpkDuaWnEoikyZYWpmM/WmytTWJTFqxfx8ko1sYww0MVUgqAADrFUuJbjHsAU+1mzv1119lvWdp//gFq2uoru66Y8eI4wP5lQf2q5BUhurqUhta5Xmin63Aw7Vc7/xT8VGtDIqa2p6bN+FVHxKZdCUiUoFfsX/v/w0ZksgSpnBxHX39s37+RP5BmlouQcEfVs9noTR0BKMjWAwbjUWwmylps1csi2J10RE0FsH23b9PIpOo7ZxYBKMjaAwbfVBY9ouNzS82Nr9YW/9iY6OuoWFoNmbxnt10BL2dku5dWEZHMDqCUts5gzS1rsUlwuTHnj77Sl2D1smnIyj8Lpg/ho1CnsgPeaIeJf8/w0ezuyPbuZVhQdga514Cs8CK5Xq5LC8TPg0j//IxhWEYcILav293/kRLPyqNIy1Ovu944J671jDtJA7+i7X1ysMHkzjYsv37FmzZHFrXDAC4l5oe8KYOALBo1859d+/tv+u6787dr9Q1jng9CKtv+b8hQ0zG/rT2+DHvvMIkDpbEweSDD3NfwmASB0vi4OENrVdo0ZvOnTObPlPPxCSJg83f8NuYmRZE33TKXNtp9nZJHGysuYXZDPP9d13hN441t/jF2ppI9by6wSMzz3rF0sE62oFv6q7QogAAtmtWwW7uvjt3SWSSf0VNTCdPz8Rk5vz5rmkZJ5/46pmYLNyxnUgSVNVAIpMvhIQkyfrKMH7OP5BCoQTXNhPHB1rgm/p7qenmDg7aenrU5k6C79sXJ/Y3Sa7z/Un5WwkvKGpq2np6KiSVzefPyfNXadG6hoaqFMqdFylJHCyOKSSRSTfjEon8OgYGe2/f+bB6HD8HpYlmY5EICi2kDdH6ceiOW7cjEdS3umnEz5N+spodhWA0dvcxv4BHZdVRCCbP6xqb7Lh1JwrBIhF0xdGjo6ebRzC7ohBs4Z7do6eb09jdkF9x9KjxuPGRCBqFYJEIBvlI2VrWRKMQTCG/kv/f4GnsbipTGFPdSAgMMs6g7dC2onhaSVEeHIZpqKtqaap/x8vH+uvtzp966V+lke8U7nV11xqmHY9ge13dDUaNikcwPROTW0mpz+uaAQB3UtJd0zIBAFPt7SwXOhN2JiAoHsGevKpw2LxZz8QEADB62ozndS3xCPakWDEYy+yyXrFMlUIx+WnC/A0bLBcv0jM2SeBg0+ztLBc6J8g6r/M2bpxqbxePYAYjRhqNGSf/dYv37O7p5iJYPILRO3mDBn+//drVB/nFAICr9HiYJLyZQSKTzwWFnA0MoqiphTS0Qf6Ah4f615rRDD5MsubYMV0jY+LKCrGe+uuvlgudFYKEhTS2U9T+dcT7Ua9uN6LY1Sasby+833mfsmqDUaOm2tn9/tjHbv06bV2967JDEY9g3i9f/f746RRbW10j48fFFdQWBgDgbmo6AeiamOy4du3D6hl4pZlHjaGyUSqCUhGMimBUNrr3wSNdE1MdI2NVCmXklOkPK2upbDSkkw8A2H7zNhVB5XldI5OtN29TETScjT5r7Bg5Zfp/dHS0DQ2Nxv7kVVolJdnoTCcni8WLYf5wNgp5WRIiIUrw8vUo+f8BPpwtCmUI/Bs7mTs3Nu3fGhQWZnXbPSkusqggu6aqHA7DwJePveNpmC9TaWJlncJYRKo0sQgW0tRJUVM79MB7uJFRLIIF1DQBAG6npAc3tAMA9t5zh3w0q/vo46fPqhqelFadDgiCee5l5v77m2+3XrkCgzA/ETz+9JkqhfLoVSWML9q7Z7iRUQwbXbhr55DhOjAtHUENRo6aamcXi2ATra3HW1kR8WuxibdT0mPYqLmT415XaRkRnTytH4euO3WK2s75Sl3juK8/jLtn5wMAvApe7b5zF+4XtLMhYQCAoIY22Bw5eeriPbvlj0MMG6WzulQplJN+AUQ8ho1OsrEhkoc0dapraOy8dTtW1uEmjMijYPL5PwW/5sQJHUPDGDYKeXPHBVNsflXgo1ndw/T0Vh4+FItg6hoa50LDifxaw7TPBYd+WD2fhdIEsVEFC0awq2nZt/OKn7NEwYg0suTI0SPPniuQ3m8afVuRYAQjIh5l1e6v3shHgtjoo5rmp02d8vnlfMXIW+tR8v9oPoiNBnTynzYxHrxpuFdUcSe/ZM5979zMlNrqis721vec9fLLVJpoNhrNlnYf97je0xo2NJqNRiLoL7a2Wj8OXbR3TySCPqttBgDcSk6LQrCp9naGY8ZeT0oN7+QvPXjgh+HDAxvb3fOKVCmUMyFhUezuO5m5FA2N488CPWAwOCyK3X03Kw8Gz0dEkVVV3XILo9nojeQ0rR+H/qirF4Vgj0peU9TU7DduvJOetXDPbgDAZDu7aDZ65IkviUzafc+d2sG79iJFXWPQkSe+UQi20cVluKGhZ8GrwMZ25507vlLX8Cwsi2ajdps26puOfFxZ61/TNMNxgeGYsZEI+uR1nbqm5vIjh6kMgWfBq9EzzM3MLaIQDO7poMHf7vN8CA8CjEQh2P3cQgDAw5LX8sdn6cEDhmZjvF9V+tU2/7pu7aDB3/u8roM8gcnzMBuxls//KXirpUumzp9H8GtPnhpuZBTNRtefPbfP4wHBj54202r50mg2qj9i5KaLFyHvX9NEIpPu5xd/WD2fhdIEsNEANvqMjQawUX8W6s+SOvJNv07hL/PmPWrsgNif8v4sKaDklXwAG/VnivwYQp9WzoOGdo/qpvtVjTa+zytKCzvaWwR83ns+DfMFKs18WhwNwWiyHuQeDw9tAwMagtEQbJ+XN0VD427OSxqC+tY0q2sMup6aSUVQv9qWGQ4OqhSK+teao80tzkVEQf63Cy4Go0Z/pa7x72++Xbx/P5WNUtmofHDh/n1UtoiGoNZrVv97yBCtYUNNJ07e6equrqnlW9NMQzAXejy8aDHDwWGGg8MMR0cagtIQ9LcLLv8eMoSipqZrYrLsyGEagtIQLLidu2DH9qH6+qoUiq6xyekwGpWN0hA0qA2Zs2rFV+oaFA2NEVNnPKqsg/y5iGg9YxOK2r9IZPJEa2vv13WQ96lqpGho3M7KpyIoJOH62LNArWHa4WyR/PHxb+yw37zph+HDVSkUg1GjL8YnEjwNwWDnW56n9eTEFPJ/Cn7XPfd/f/Pt3ZwCGoL51jTrm460WrWChmA77twdMlzHr76NhqDnIqJUSCoHvX2oCLr2zFlDszHPW5g0BFu4d++ISVPDWF0fVs/8AVcaW2qMDwv1ZaG+LBQ6T9nSpoL/hCmSx/6U9/kDR8l/mfwTpuhJp+BRK/dBM+LdwrENocG3O6Oo6D1vVv4ylSYYQUMRLISNEhaM9KzlDWKQf94peNbM6sv7NXb05X0bOxXyP+8U+Ley5YPX0nPOUKOI/BNsbOw2b5bP/7SxvW89QSzRk/rWvvU/7xT4NTP78j71bYHt3A/YX/n4c1aXb0P7+/N/Nf/H8DYb1lPU/mX00wQShTLaYtaTutZgBA1mCGc6O/97yBC9ESNJZLLT3j2Qf9bMGmtp9R8dHcMxY4cZGt7OLfzgej4LpXnEQh8z0UcslHC8mSLoezNFMKIAKHkl/wG8N1P0sLP7IaPrUWe3LTWmsb7mfeZylv+tf4FKE8BCA9loIBuVORhsKvh9sH7mj4dFklVVt9y6eyk5Y9mJkxQNDZektAGs55/Le1TUngyPupFbpMA/bmKeokU/eNMozwewRNdzXl5Jy/7IegZYaeprX9uGRXt0dHl1CD06unqbgIjLbRX0iSh5Jf+Xec/OLqg07/9+GskXqTT2tLhnbNSPhfqxUD92n7VCnI36sdBPx+94+HjKggW6piMmOzgcp9EHvB4l//68/QAqDcJm1lSVT3xOtaMn29GTbelJtvQkO3qSrczsekfkN9m+Lajklfyf8nb0JPh7m/icCq+eKZWm7yKvND4s1IeFPmGhT2SODwt9wkR95Ju9g0peySvwA6Y0KCpiMjrKS17OCqXXduO13XiNSFIjktR249XdOLEmItCp7cZruyVKXsl/PD8rlF5VWcpmMf7y252/MKXxZqLeTPQBU+TNRL1ZKGzK+/KbpL6SV/K9+QFTGpGom9HRVvwyxyIkqqpbUtUtruoWv+nCoVPVLSGCMkciBbpwJa/kP563CIkqLc5ndLSJRN3v/1v/0pTGNiLWgyHy7Oy+39nt3tnt3tF1H/odXe5EUOYQ6/tKXsnLrT07u+0iYpsaagdMaV7mZSwIi67sEld2iyu7+ljfYPcfb1LySv6v8E7h9FeFuYyONmWfpu+C47iAz2tpqv85KGJuTDK83qg0pX2YzY1J/jko4q/egKOwfGyfZkFYdLkQK++SlHdJoFPRJZY2e/sKmJJX8h/DO4XTy14VMDrblX2avguO43wet7G+xiKMXi27/FgtkkCfsJqeyNs2KXklLzPLMHpdTSV8qODDfpMfPk7DYnZWlBY6U+mlXZISobhEKIFOmVBSIhTLgtCIiPwmJa/kP5x3psYox2nekYHH5dTVVJqHRr/pFr/pwqUG/W6xglPVLenBlLyS78Obh0ZXvy5jsxjvf2KnsHzUvWfVr8ucImKLhOJXQkmxQFwsEL8SiouE4ldCcbFATMRfCSVFQnGRUEz4Sl7JfyTvFBGjvPfsjxYcx7kcpLa6wpkaU9El7mvlXZiC825T8l84/wEndgrLhysNB2HV1752ioh5KRAXCsRwTTgK65cCcaFQzlfySv7jeGdarPJ5mndk4HE59bWvF0bElgjFZbKOYJlQUtolKRNKyuR8uIYY4Sh5JS/PL4yIrX5d9kdS8T7Lx84R4BQRUyAQS40vzufj0M/linK5op5NAtkmvlieT27p6LVVZplMfh4Plefz+Xgu0k1gCvwf5Vfy/6u8My22qaFWOUfAWxc4TtNQV+0UESPrF/Z0EImuIdGPhBHCUfJKXoF3iogZmHEaeaXJ5Ytz+XgOH8/li3MF4uR2ps1CZ/WvNb8bpr1g3ZqUdnYuXyzd2uPgOXx8z+WLBqYjcvm4QtwjPoFEJgXkF8J4Dg9ftn3LUF1d9a81bRY6pzN4uXzxBd+n3+toKxi1/I18HlhP3/x/VI+S/wfxSqV5x0Lce+ZMi+3VL1ToJvZu/img5AeQT6xvHjdtemobg9gaUVq+/dSJSZaWm48diSgtJ8iY1zWOa1dPmGm+5ffD0ZVvYDCPK7oVGuKwesUse7uLjx9nMXh/qR54CWEA7j0jlGZBREw2X5zNw7P5eDYPz+bhVo4LxkyZRqtpCCgsNhk7bsvpU9JNEOPh2XxxJke0/fxZEplsYGoq+7gYYoltzOEGBgAAv4JCyO+5etnA1NQjMTG2vsVs8pQF69dl8/DI2sbrYaHXQ0Ovh4VdDwsdPWmy6U/jM1jCni+S1aOQv5fTC1Dy/yTeUak0f7wQz9MsiozL5+P5fDFc36GG/2xhsWTL5ny+tJuYJxDn8/FVu3b+bGERUvwqn4/L85DJ54sVeFlT/El576SUJZs2mM+13XflUh4PJZhHyal2y5eaz7U9cc81vQOBfA7Sddnv2RzHBat2bPPLzofBMw+85q1aNm/VcpktW7plUz4f3/j7ESICgb2XLsrXQy2pmGgxK6m5/e/c33fwsbWNZpMnAwASm9pgJKMDGTT42/mrl18LCFi04TcSmeydlFIgEMfXN3/349B5a1Zef/7cwt7OdOw4yB+8flVbT2/3xQunPe+bjh03dur0PB7+/vXAE7uBnGFzQURMJg/P5OGZXDyThz8vrSSRyaHlb2DEIznlyL17cJO8TbG21tbTn7tymYGpaU+ci2fycJsli+auXAYA8M0vhHFtXT0iyY3wcHUNjaQOhOAzefj1sDCKhoZvQVGvb+nzpT2RvpuU/D+Nd4pQKs0fLvJKk8MXyww/4eZGIpPIqqqJTe05fBwGk9qZqurqAIDHaZmyoJTP4eE5sCvJwwlezhF/Ot4nM4uiobHx2NFjbm76JqZOG9ZD3pVOV1VX/+3o4ePuboajRi3euhny6w8f1Dcy+f2e629HDqlSKM/yCnP4+PknT5w3/LZow2/OG9Y7b1iv9ePQMVOm5fDxbWfPOG9Y77zhN+cN6x3WrSGRSUu2bSHqyeGIzCZPAQDQ65r+tv19B3/5mf+gwd+OnTYDABDX2AqZXRcvGI0cSfBmU6Y6rFudw8PX7N0z0WJWNhfN4eNpDP6U2bP9CwqzuKiescnBG9ch/yg1AwDgX1D4/vUsihzouZwXRMSkcXFo6Tz81EPvobq60c0dR9zctp4/51dcls7D07h4Gg9P42LpPOjgv3t6xLezD9y+pW9qKgtiaVz85KNHhmZm4dUNAACfvJfpPCboJ38AACAASURBVPxFJ0+FpPI0vwjmj2nuBAA8znsJ+TQeHtfKGKant/2ii3x+oh7pWpY/jYe/tR4l/4/jlUrzjoVQGufIuCweTtgxd/fvhmkbjBh52NW1J+h5f+SEiQAA79QMIpjSyaM3tGbyxfIfT+nkRVbXZ/KwtwS5aBYPl+cTWjrpDa1ZPDyLj8vzMfUthE/wmVyUVtMAk0B+7splDuvWwK1nvL01NAZlIN2ZfPFP5har9+yG8Yep6ROtrFJZggyOaMhwndMPH8K4hb39gvVrFeq5HPhcXUMjoPCVQj1rDuzTMzZJ7kAIfv2RQyPGTwAARNY29q1f3hSOj9T6m99y+vTpR4+evSwGANAbWiFPr28Oq6gmSNOfxjttWJ/JFxuOHr37yuU0lvBxehZx/DM4ooDCVykdXAi7xScAAAKKy96/HucBVxpHakwqF0/h4qlcPIWLbTl7Vs/ERN/UdLzFLIMRI1XV1S+HhqVw8RQuBoEUDkbwe2/d1Dc1hcEULh5UWfsfHR2vzOyIxnYAwOO8whQu5pNfBAAIq2uGH09GRCQy6SqVJvtGfNPp0//R0XnBFPTNL8sszQ/j0H9rPUr+H8Q7RUjvPROJusWy5U9/61+c0tDi0nk4tAwuftTN7bth2msPHZw0Zw6MpPPwadY2W86dBQB4paVncPGoxjbzefNIZLKqurrh6NEP07Mgtmj7FrKq6tfffKuuqbnj0sV0Hp7GxRZtUwym8/AroWG6BoYaGoNIZJK2vv6d2HiY4XdPDx19A4qamp6R8a9Ll1g4OEB+x0WXQZpaFA0NdU3NHRddiMLSuBh0Fm7bomtgmMHFY1s6AQCPM3KSOnlP8wtTmEJi1/RNTFYf3J/BxdO4mMnYcct2bIOfhVvpTe0/DB++5+pVIgLze6Wmq6qreySnEkH35BRtXT23pCQAALWmUYEnchLBdzj9y/u+LAYARDe09uWvhoWRyKT7SSnpPHzQ4G9X7d3z9Tfffv3NtyQyedPpUwp8GhebbvOr2ZRpf6megVcaB2pMMhdP4mBJHCyZg608uB8AsN/VNZmDJXGw2YsW6ZuaQiCZi0kxGb/n5k24NZmLJyGicRazfjt1KomDURvbAQDeeS+TOJhHZi4AILyhFeZP4mAkMvkqLTpZlkrf1HTF/r1vzU8wyVw8WW7TH9Wj5P9BvAM1puFNOZoex+dxu7u7RKJu4s2byrc7yysNIdKpXPyQm9t3w7SfFhSTVVVpDW2pXDyysX2QptazkkoAgEdaRioXt3B0GDlx0tOi0sjG9gUbN2jr6SV0cN1T0ihqas9eVaRy8ZNPfChqarT6Vhj0e1VOBKn1LTHtrK+/+XbzubPJrC5afetEK6ux5hapXNwzPYtCoRy4czeewTvq5Ukik2ba26VwsfMBAWRVVZfAoCSm8IyPr7qmpktIcCoXh3Y1nDbW3OK7Ydr3kpJSubh3Tr4KSWXzubMUNTWKmtp3w7SvR0TBXfNIy9DRNxg9ZZqOgcGkOXMiGtukpyZcLJWLL9y2xWDkyFTZCQ2R32zqdOsVS4lgTDtLz8jYJTDIr7gcABBe06jAp8qd9MjnT+Xi8Bzo0/HwnJtW36rA36DHqGtqbjh1MpWLv2AJAQCDdbTvp6Yns7r23rqlQlK5k/iiJzm7e+7qFUN1deG/2vvX4zzgb0JzoMYkcrBEDpaAYIkcfOeN61+pa0S3cxM4WCIHOxcYDACgtSOJHCxBymAEv/vmLT1TU+gffuBNoVAcNm923LbFbsN6AID1iqXngkJC6lsAAI8LS2H+8OZOAIDPq0qY/0p0DIlMflZR+9b8iRw8QeYn9ARlvpL/x/IJCDo/PJr97KEEAIkmkKx3lDy511VfJRDwoepgGNZXdb5MpYHyDBX64D3374ZpJ3MxQ7Mxe2/fSebiu2/enDlvXlh9CwDALS0jsrkTAHD0wcOoNlZ0OxJa2/SVusZZf3/v3JcqJJU1R488KSpL4mAv2N1JHMw7r1CFpLL26OHHhaUwmMzB4hmC+2kZiezuJA4WWFEzf8N6fdMRyVx85YH9+qamybJiRv78yzR7u2QONvXXX6fPtY1qY8FvtHBcYO7gQJxhXAoLW7F/n46BgaWzU1wn7zKVpkJSGTV56pOiMmpDm/WKpYN1tCNbmclc3GnbFm09/aW7d81yctTR178QHAzPV5K5eDyD/81/f9h+5bL0pFZ2suKd+xIAcC81nTg+v65aYbtmVTIXe1JUBgAIqWnsfa6DE/UTzWQuLn8O9On4R/lFPefcMv6Y9yNVdfWtly4SvLqmpuPmTUQGHX2D1YcPQj62gzvFxkbXyMivpPKv1uP4OShNHAeLRdB4BItHsMtRdBWSSkhjO2zuuH59sI42AcRxpAabu27e1DM1hfHLUfS569b+um7t3HVrrVcuAwCYOy446RcQx8G++e8PR7wfSfNHx5BVVWNYXbC5YOuWMTMt/ig/jBDreASLlQWV/D+aj2F3zwuN5Lhdk+gDCZCzaUaSY9slCVQ+i9HVJVTo6HyBSuNIi+uRagTb7+quNUw7AcHWHPv9l9lzEjjYOItZx574BtU2AwDupqa7pWcBAGCPgbCtly4lcLA9t+5o6+kBAPRHjNx0/hxMu/vWbfkgPEU48yxwnMWsb/77w391hxuMGq1nbJKAYNPs7axXLCVOHRy3bZlqZ5eAYAajRpFVVeW/bvTU6QQGHf83dSQy+ZSvv2taJgDg2COfBA6WyMEfF5cDAC5H0WHcM6cA8quOHNIxMEhApKcsR7y81b/WjGxlJchOYiA2f9PGkZMmE8fnbECQuqbmmYDAK7Tog56eAIATPn5+5TUJcmc8vU59kJ5ssB6F/P3LP8wvBgAE17UQ2K6bNylq/zr8wFueNxg1as2Rw0R+g5Gj1p86lYBgES2M0TPMTX6aEFTT+AH1fBZKE8NG6QgmM9RwzFjLJYup7dwHhaXG48bbrF0Tw0aj2N2bL126n/uSjmAEv+PmLT1TU9iMZqN0RBp/Xt8KAHDLeQkjS/buMZ0wMaipk9rO/cnScv7mTQT/8xxru42/yRWAyueHkb75lfw/nY9id88PoZWXvHxTUdISHdJ9co/EdlovyQFAsthG4nYJLS8kOjrgeHhLc4OAz/vg/y1/z9K/ShOPYLEIGotgsQi219Vda5h2PIJ5F5aRVVU984oGDf4+qpMXUNsMALidku5TXg0AuBxNh3wsgtFZXVDyIxmCWARzy8pbun+fCknl6OOnsQgWxeDHI5hbVi4RvJOaQSKTNpw/97jkdSyCrTlxQtfIOBbBbNesNhwzFp4xxCLoWAvLqXZ2sQhmNt3cZvVK+a+L42CxCLb92jXXjByCH25ktPzggcC6FgDAVXo8hAPrWkhk0vWEFzuuX9fW1YtFpGckNxKTAAD+1Y0Qm2RjM2fVCuIrYP5YBNP6cejOW7eI47PxwoVhenrQhgzXAQD8MHz49hs3CJ7ITxzPWNnJkHzzE/GeeUUAgMC6FshfiqKTVVXPhYYr8GtPntQzNQ1p6oxFsNsp6QCAW8mpsQg2bZ79iEmTw1qZH1bPZ6E0kQgWiaAyw7yKykdMmqyuMegrdY0Z8+eHdvIjEZTKEJDIpB23bkMGwttv3jIYOUoWIZJg/vWtJDLZNbcQRp43MSbb2X2lrqH149Ap8+yDW9kEP9zIaNuNG5EIGtU7g3w9ffMr+X88z+qaFxpZWVZUW11RU1VeWVZUXvKyIi+D8fC2ZMtyiRmll+SMBpLd6yThfjr7fRrqqjkIq7u7C8Ow97yP4O9f+ldpotloFILB9R7Xe1rDhkaz0Wg2avzThJGTplouWRzNRp/VNgMAbiWnRbG7dU1MzJ2dIlldUQh2mR5HUfuXR17RmeCwQYO/f97YEc3GIpnCIcN1tl2/TgSjkJ7gPs8H6hqDwto5UQhGbeeOmDhZ28AgCsHOhUaokFQuRsdEs9Hb6VmqFMpkO7toNrrs0MF/f/Otf10L5PVNR644ejQKwWzWrh1vZQVLvUiPAwCcDQ2PZqPjrWbPWrQI7s7mSxfVNQZRO3jXk1JVSCrXE5IgP3/z5iHDdeBeR7PRYXp6265elTWlh8LndR0A4E56lvzxgXw0G/V6WQoA8H3TQPDEprfycs1PxbvnFQEAntW2wE0jJ08jkUmDBn9L2AzHBdFsNLSFOd7KSltf/xcbGxKZvOzQwWg2ejMlHQDwlbqGPH8hMvr96xl4pZlHjaEiKBXBqAhKRVAqG6WyUSqCPq1rfd6GUNloOFsaX3fu/OmQcCnWhycwwumFIZh/U2dgC+v9+b+aX8n/g/hwNjo/nF5TVd7a0tje1tzS3NBQV11bXfG6vLiitLDsVUFdYhTv4u8Sp9mKHZ05EyUuR7DcFAGf1/fy2of9F+r3pR+VZj4tjoagVDZKQ1Aagu50ddcaNpSGYDQEXXPyFADgVFAoDcGeVjcBAK4lp9MQzIUep/XjUB1Dw6nz5w0a/O3SQwchb2Zh8aOunrmzs/6IkcbjxvvVt9IQzMxiVu9gW1AbMmS4jvH4n63XrNYfbTZlnj1FQyO4nUdDUMedOwEAOkbGgwZ/bzz+56nz59MQLKgNGT3D/Ct1janz5+kYGRuMHRfczqWy0Qclb3SMjA3Nxky0tiaRyfZbNtMQlIZgd7LztfUNRkyaOtbSkkQmH3sWSEMwKht12rVTXVNrhoOD4Zix6ppap4PDIB/YzFAhqVyMiYdHAAapbPRsGI1EJod08OWPD9xTGoK5vywFAPi8aSB42Vbsrbxc8k/FB7Uh5yKiwhkCyF+MiT9LjZJaeNRZatSdzFzi4y70uN1u7u4vS+HHfaoae2AZD/8F37Oe+Z+D0gSx0SA2GsJGoROMYEG9/RA2GsgQWq5Y7tuKEJvezQf1MSWv5OXNPiKmoa6axezk87g8LofNYjA62tpam5oaautrX1e/LqsoLSwveVlWlNfm9wDfs0Ey3aiX5AwHkk2LJH4ewsY6oVDQ3d2FoqLPpKPTv0oTwkZD2GgwggUj2IOK2lNhkTDypK716PPgYIYwhI0GdPKPPQ/xa+yAm3xqW/Y99t153+txdROMQLuTV7zl5p0TIdRn7Ry5YJEsyIWRwA7+8aDQ7a7ubsWVQe283wODfZs6/VuRIJbo4ev68/R438bOWcuWWK1eCfkgluh0eNTmG7euZ+bJqpUmd4l/sfHa9WupmbB+GPRr7Dj4xG+7q7tXZZ08fy09Z9P1m7s8Hni/aSB4/xb274HBAW0ceBAI/kFF7enwKGIv5POHsFH/VuTY85DADr5CPX/EE8H/Vf6zUJoANhbAQgPYaAAbhY6/rOnPUowEsFAlr+Q/nrePiG1qqIXP02AYJhJ1C4UCAZ/HQVhMRkdHe0tLc0NjfU1tdcWbihKoOqPWuzSdOyxZbicZ1rujYz5ScmqvJCWaz2F/Dh2d/lWaQOK4yY5hIBsNlB3qQGkEI5hPxG+56/bdcJ0Hta2BbPRWQam6ptb2ex4DWI+S/0v8wCuNLTXGj4X6sVFfFurLQv16r6UOWzGo5JX8R/J2vecIEIvFOI7jOI6iou7uLoGAz+dxETaT0dne1trU3FjXUFcFtrunp8QX5meWFOU1hz3r/n27ZM5ExctrK+0kntdEVWXvvmH6ky79qDT2tDhfucP7buv5V/gEvE+ncMfDx4t/P77i3IWFR34/FBIxsPUo+b/E238OSvOEhT5hoU+YIpmDSh3CZ4qesFAfRUzJK/kP5+3+YDYaKAk4jsOOTleXUMDncTkIi9kJ9vu8KsytqiytqSqvqiyFHZ3K3Aymxw3JxsUS096S89P3kgMbJVHP+Yz2v/nyWv8qzWOm6DETfcJCHzNFj1joExb6iIU+lh1kuYjoMbPHUfJKXp7/LJTGm4l6s1BvJvqAiT5gimCTcLyZUnsgjaNKXsl/PP9HSiO/KHR0wO/BdTWV7W3Nne2t7W3NLU31DXXVNVXlr8uLy0telr0qqI+LEJw7JJk/S7Gj4zBLcvMsVpgl4PP+ho5O/yrNAybqxRQ9YKKEI1ujXkyRl1wcBpW8ku/LD7zS/EqN8WCiHgzUgyHyYKJeTKkjW/du9okreSX/YbztX5xhUywWgxPUluYGDsISCPgCAZ+4j6C1pRHeR0B0dMoLczue3pfsXCOZqNtLcgyBZNsKSeAjYUvjp+vo9KPSzKXFuTNRdybqxhDdZ6DuTBSu3RgiGH9rUMkreQV+7oArjW1E7D0m6sZA3RioKwN1Y6D3mFLn/7N33nFNZN3/vyavH3l84IuuZR9dV0GaggWxrKtrA2XXBoqK2Ltr73XX3ruuigprQ0EQlJpQktBDABGlSpXeW5KZSZ+Z5PfHhSEEdx8LLu6zua/zmte5575zcmZEP97LzQ2MwNHbTco7Avx2k5KK6Hgd/yn8hyqNmjqNRiKGMxKCIBQKeft9BHDDNLWPoJgXiV09pV48U/0vrQ3To9WnD6iSoiQY2rH7CDpKaWprKmezIm81KV2b8JuNStcm3LUJh13N681GJXRcm/BbLb6O1/Ga/GxWZE1VeecoDYzPYnFvNipvNuEaV+XNJtyVimg6ml0dr+M/gZ/NiqyuLMNQ5FO+NUBzeU0ul8F9BNSGabiPoLgwF34yNCfrdU2AF35gi3raiDaS8/+AevVctYervLSwQ/YRdIjSyGTSutqqBSHsGSHsnwJDfwxg/fS82Shfy6Gu0HS8jv/pOeunwNAZIRELQti1NZWfcr7GRyoNSZJiDK2qKB3pHTjGjznaN2S0b8gov9arjW+IjW/IKL+QUX4hNr7NETgEfR2v4z+O/86XOfo5y8YnqKaqXIyh73+I2Z+ce6a1jwBOdOA+gsb6WrhhuqykgJroFKYkCO5cVq9doLZoO9EZZ6r+dYs6MlgiaPzoic6nK41KpZLLZY31tUtYnEUsrguTszCErTOdfYS5MDmLWNwlLE5Dfc2nnBn4SXOa6sqyeY+8Oa9fBSclBvATAhJ4AQk8f41rQDu/vel4Hf/+fDA/gfUiOTIjY76Xb011xQdN59/zhM0/2TDdso+gSHMfQWV4gOzEXvXsydr7CBb+qL51jshJ+9CJTkcpTVNj/ZKImGIFWawgS5TqEqUa+pRpRLQdHa/jNZ1l4TGN9bUymbRzlKaqonSBb2ByWWVCUVF84du4gsL4Qmhv4wvfavjN17iCQl4BFSnU8Tr+A/m3vMK3/OLS5IqqBc+C4Zzms37npvaGaalEjKFwogP3EZSVFLTuI3j9ovHxHfWWFeqRX7eRnCFAvWO1OuiJrL72ffYRdJjSNNQtiYgpUqjeyslmU6jeKlRFCnVzUKGCTmtETup4Hd+eXxIRA+c0nfN7moqyYuegsPQm5HWjMK1eoG0NfxxpP6Tjdfz78A2CtEZhhhBdGBwBdwR0yOrZf23U8hqc6GjuI6A2TLc5eC0uQnzxiHrhdO2Jzqzx6vNHVCnxEjH2R8trHfV7mob6mkVhUflyVYFcla9tRDunFdPxOl6LXxQWBX9P0wlzGrj3zIXJeSNWZomVWWJlNibPEiuprpYPR9s7Ol7HfxD/BpO/kSgXffTes0/+fpr2+wjeefBa8z6CzFd1fo+IvRvUk4e0kRxjoF6/QO3lJq8sgctrcKID06KI8NOVpramclFYVK5MlStT5cjVuTJVrkydJ1fnytQwAv2clggEdLyOb88vCovqtL1nUGkWsjg5cnWOlHgjVeXKVDlSIleqypES0If2piXyRmNIx+v4j+Nz5Oo3MpVLaGRnKQ3V/mgfwR8dvFaUHC+6eV69yklt0naiM8VSfWyXOjZULBLI5TKZTCoUNJaXFoJjzI/bME3tcnYJi8yWqbOlqmyZqsVpucpU2nEY1PE6vh3vEtZ5u5yh0ixgcTNlqmyZOkuqypKqsmWqTJkqW6bKkqqoeLZMnSlTZcpUlK/jdfwn8s6hnTaneWd7n4PXqK/Syc1Oq2L6KY7uVM8Yr728tnSW+s5FJC3pbf4bcCToT/YRNOucUtF+lPrkpktYZIZUlSFTZUjfZTKV9mj7iI7X8TKVS1hnf3JzAYuTLlVlSFXpLcWlv+ua3lJ0etshHa/jP47/0pRGs/3RwWtwHwHcMN168NqrJMH9G+qNS9TDgNY+gmh7R3Wor6Sx7p37CKCqqQ9vVQd4QUGixEZTadIkqjSp6rWETJOq7kdGznBesOnoIRhMk5BwaNvpUzOcF7DyCl9LSE0+TapqIdvwzV0N/3PwzNyCzceOOq1Zdd7LS5MPzMxes2un05pVN4ICU1EFxT+Kj1+yacOOs6cjyyohf+358zV7dmvYrk3HjryWkAevXKEi0DnxuzvMv+nIoXX79rbYnqQG5C+73y+Z/yKUprliqSpN0noDPskv4qrrW4eoe5O0Rl4KZXfCwtqMSlWRZZX3uNwXQqkWH17wNjj7DYVBJxVVPE15+fx1xjvza9bT+mT/uB4d/zfiv2SloZrWREfWIjoaG6abD15r3kcQGSo5d0jtNE17ouNoq756gkxLpA5egxomEWPq4UANgPr2ealErFQq4K1pKk2qRNVi5FF3ty60Lnr6+vENwlQJCYOJTRL9bt0BAI/5yS3BZv5lS/elhKR4arRtt4N5/6w3evr6Lj+v23LiuJGJ6bqD+yHvmZBk2L37gvVrt548YWxmtvbAXshvPX2qv4nJ5uPH5q1by2AwQnIKUiXkoVu37OfOtZ87d9rcufZz5/bs29fKZmSqRLV6104Yt587d6qjI41Om7d2TaqE5JZXAwBsHWZPaxmNr238a+73ffgnyS9TEHl7npn3NrqyTpNPFEj8M7JSMBwCL8VkfF1TfJ2g5SqIrxO8EMnev54vQmnaPBSpyo0dYW41xNxqSI9v+9s6OiSLZC13otJwyJcS0nHVcnOrIc3PQkK+FJNLt23W09cfMnKUYfceO86dgXF2aeWoSVP6Dxw40Nx8+Lhx/hlZMB74Jm/Q0KHG5uZGJqYWw4aF5BRo5Yf1UPk14++sR8f/jfi/hdJotndumNY6eA1+gVtO1utX/Njc6+efT3NUjzdvIzmmQL1pidr3gaSyVCRswl4ltg4d2YGhiEIhh9oGlcY5LDJFTL4Qky/EZIpEdcTd/esBRiYWFicePEiRNMfPeHlZDB8OAHjET3ohJik+GVWmSFQvxCQk4TVRJG8OUnExmSiSw/ya/AsxkYQqYVyTT0aVVD2afDKqoOIvxOR0l4UzFrnAFx5xczPs3SsZw1MkqonTZyz4eS181S02x2rUaL5QlozhxubmR9zdIP/D9OkuWzdr5XeL5DK6dvVISNKqZ9uZ00YmppFV9SkS1W8hIT379tW83/b1az7P9s/n8/FnvZ90oXVhV9Rq8QFv8vW7dd937SrFr9i9U797d2Mzs2+MjR/w+CkSVVDeW9CuHXF3f/96nDtdaeaxOCkSFSwrRUymiMlRk21X7d6VIlHxGhBjM7Pj9+81D0FMTKZIVBGllVPnzOlC62JuZdXyctVFX1/D7t0D3uSnSEjXsHADA0NueU2KmFxzcP+oybZJiDwZVU5zmuu4egXkv7e3t58/L0WiSkLk9vPnzV61nMqvWQ+Vv7WMdvXo+L8dP//vpjRU09xH8M6D18pLC99kvuLFRIDNN/PepBfxY5Brp9XLHdQ920507IapHW3bRDYsQpoa4KRHKhFDpUkWk5QdcnP7eoDRyp07pjg4UMGpc+asP3oEAHCfn5QsJuMaEKef1/bs25fRteuYadOevcmH2OZTp3p8259Gp5kMGnTs4cNkMZmEtQmeePgQkg94/OHjJ+gbGDAYjKFjxj5OSkkUk8li8nJAwLDvvtdjMGwmTl6+Y7vj6hWQP/nokemgwTDJSQ+PZDGZKCYTEUVcAwaBNQf2GZmYJovJqDpBF1oXD35yspjkVNVTt5AoJo3NzTeeOAG71j9MXLjxZ80bj2tATAYNWn/0CMXD+n3SsxgGBr+xQmF844njY+3tE4Sye/EJWvkhr5nzT6xj+URUue3sGT19fQAAu6JWk09EFMPGjafRaXuuXYXwlcDAPsZG9xMS4e0YmZklIgo+ovDPLXyeU+ifW+ifW+i8Yb2RqSm3uuH96/kilKa5GoxMFpMJQhmDwbjg5wcjto4Os5ctSW73BAdZj5g4fca6I4fNrayo4Bi7qWt+OUCluhMZDf+wR9vZuWzdDIPbL5w3MbdIFpPeaZldaF3YlXWQDy2tvBef0OZd2v+xYX88pOP/bvyCztvl3IHtnQevCZoaKsqK0l4mgt0PNQ9ey81Oqw70Vhzaqv5xpPbyGmULfkTrqqUSsRhDa6rKncMiEzCCLyYTMIKPkQfd3L4eYPQgKYXRtSunTsDHSE6twLB7D+/0bKg0fDE5a/UKi+HDXblRvm8KflzobGZlFSeQPUp5pcdg3I6OjWkU77x8SY/BCC2vfZT8So/BuBUdE9sarIlplHw9wGjprh3hVfVPXmcO/2HiWHt7PkZ6pWfrd+u+7uiRkJKKzWdOAwCmODokYMQNNpdGp+13dQ2rqN15+fK/9A1cI6P5GJmAkXyMdIuLs58/r4+x0YUAfz5Ger3OAAAcvH376wFGAAAzK6v7/GR4a1dCQo3NzG0dHYeOHWc9cbJ/QSkfIxMwIgEjEzBy1YF9A80teIgyAWt+FDD/WHv7afOdqOdjP3/eAFNTIxNTw+499BiMbRfOa/HNpJgKNufXiHQ877x5k5GJ6c7LlwAAoeW1mvyaXw9OdphtMWzYrqtXID/ZwcF58yaYIa5RbGBgeDk4SDP/49Q0PX39a6zQD6rHudPPcp7H4vBhTRiZKCb5GDln9Uqr0WMuBvjvunKlW89e15hMWDEfIxLF0CG9XmXwMXL/zRtmVlYtQaLvQOPjHh4bT56YMnu2y7bNYRW1cOiQu/t/jI1/dXM74+1tMmjQuiOH+WLylKdXv4EDH6emzVu/1nbOnEN3f9fMr1kPPUeP4AAAIABJREFUlR+WAYNa9ej4vx3/v6E0VNOc6Mhk0qaGusK8LPCLn9bBa3AfQU7W6zeJcbVXTr1bbOxHiUoLhYLGqorShSxuPEbEowQPI3gtSsPDSFNLy1/v3eNh5C93f/9hxoyQ8hoAwO/8JE49QqPTDj94CHl2rYDRtev5wMC7ick0Om3PjRuhVQ3xKBFUWhWPEvcSX9DotN03rrMq63kYEVRaxcNIbgN63j8gqkkSjxLRjeLFO7ebDRnKw8jVvx4caG7Bw0hYz6ARNlMcHXgYOWWO4w/TZ8SjsEjS1slp2kJnHkbC7skn3rNWr+jxbX/nLZtjBbKrrHAanTbYZqRrZIxPdv5kBwdjM/PIBoyHkT+fPNnb2Gj68iUj7exMB1veiYvjYSS0OJGi30DjDSdOwC7MHI8SPtn5XWhdfuNwqeczf+MG+EaRDdjaI4dpdNodHp/im1+u8Twpo+rXzN9RvFtCYmQD9vh1JgCAWV5L8XfieN+amAaXV5sPG7br6hUIDxphs9f1FpXfwtp62+VLmu9iOWqM08/rP7Sezlea+UxOAkbyMDIBI3kYwUOJp2/yjUxNDQwMu9C6zFi6OF4o52EkDyMogOL33LhuZmUFg7FCOY1OMx869IfpM34+ftzMaojpYMvoRoyHEpw64fc//kTX02MwGIOsbUIrankosfXC+b4DjU0HDV6yc4fDmlX/0jf4+fhxrfyw23KFEZLX/ATfUY+O/xvx/2NKo9ngJzfLSwvB0WBqHwF18Fp1ZVlZSUHem/TKu7/94cxmVF8kK7WirHgeixuH4jEoEYeSMSix/457jwFGMSixdN/eCQ4OMSgxbsaMX+7dCyirBgDcSUi8m5wKAPiXvoGBgaG+gaG+gWEXWpfNF87HoMTqw4f1u3Wn0ek2tna/PPCACVcfPqQZjEGJGJS4ER07zXmB+bBh+t26G5mamg62jEGJKXPm/rhscQxKxKFEDErM37J5oqNDDEpYDLfWYzD0DQzhO+oxGEO/+54qGPJe2fldaF3OBgTcSUgEAOxzc49BiViMfJiaDgC4zo2Gzm0eH/IuO3eYWVnBl8egxEkfXz19/eCKOiohzL9o104L6xFUl+KhcQVSw959Vh8+pAX8ER+LvRvoKN4jLQsAEFheA4HwOsRk0OBTvs/iUMJ82LDtV69CrFvPXie9fan81pNtl+/bSyU8FxhIo9N88oo/tJ75na40TkxOPEbGoUQcSsSjREBp1b/0DdYcPsytRx9n5AwbP2HqgvkQiMeIZqyF3339upmVVTxGxmNkVJOkC63LWHt7CASWVNLotH23bsehhOWoMVMcHQKKK5gVdbNWrzIyNYsRyjeePg0AgA86HiNXHtyv3617LKLUzB/f8nbxGBmv8dZ/VI+O/xvx8/53lUbzNJp3bphuaqirKCsit67QFhgzoHawle/bJPa5V5+fVVZSMJ/JiULwKISIQoholNhz273HAKNolLib8prRteuTvOL/69mLWSd6VloNAHBNSPTMLgAAnA9mBVY2BFU1wGtEkyQaJaIQgt0oPhcUMmPVCgDAGf+AyHbB088C7qem6zEYC3ds/y06ji2Qrj91ynSwZRRCTF+5fMh338MyohBi7E/TJzg6RCHEsB8mzli1gnqvwMoGVq0gCiGOeHo9ysyleNPBlssO7HtWXAkAuB4TB4Mh1Y00Ov1yBGf7tWv9TUxgPdEocSOWBwDwL62C3SlzHKe5LKRSUdf+JiabL16E3SiEiELwkz6+voVl0SgRjRJcEW5kYrrrxk2Kj9R4uWYeaO3zdyz/4FUmAOB5WQ2MT1+5fMbqlRAwHzps25UrMG7Yu88RT2/qtdYTJq89dpTKP2WO4wSH2R9RzxehNFD6ohEiBiV337rT29iIK5BFo0QMShx/8lRPXz+8AYuB94O0Smg0Quy6fsPUygr60SjRY4DRpvPnIRmDEpajxizbv887pxAAcDc5FeZ/XlZN19O7FM7+1eMRXU+P0ySF/M2YOABAQFmNZv4YlIxu8aNbgy1+u3p0/N+I/4coDRXU/AyNRIw11NeoJ1moh3dVzf+xYde63GtnEoL8EuK4L5Pic7JeV5QV1VRXQKVhIzgbITginIsQu2/f6THAiCPC2QhuPnTYaHv7yU5ObAT3K60GANyI54eLFN+amM5cuwbyrkkp/QYOvPcq80wwy2TQ4JA6hI0QESJFfxOTLZcvnQlimQwaHFyPshEiQtgc3Ot2V79b9zCBlIsQEQKZjd00YwsLLkIceeJDo9PuvspkI8TjvJJ/6RtMcHBgI/j87dt6fNuf1YBB3nqS7Zrjx7kIMc3FZeIcRzZCsBHiVnIqAOCoty8bwYdNmOzw8zo2gnMRYs8ddz0Gg1mPXmJH0ui031PTIb90/z7D3n3gbbIRwtjCYtPFC1yE4IhwNkLA1/qWVAIArvMS4Uvg/Y62//HH5UvhC8+zwul6es8r6iDPRvCWl7fy1LOFjGb+DufvvcoEAPiW1bAR/EF6DgBghJ3duBkzx82Yqd+tu4X1iIU7d8A/1u2//UblNx0y9MD9hzCVb3ElXU/vTDDrI+r5IpQmEiW4Lf9v2nPH3bB3H45IAbs7XW/pMRjhTRIIRKLNBrs7r183tbKCcfjfnFmrV8FucK2A0fXfRzy9vfKKAQC3E5NhQo+svC60LhdDIzzSc2h0mnvKa8hvPHu270BjrfxU5siW/yZwW4LvrEfH/434f5rSUE2lUikUchQR1pYWFuZlZaalpL1MTH+VlJ2Rmp+TUVKUV1VR2lBf01hfW1FWPI/FiRARYQgObfdt9x4DjMIRIgzBlxw8AAA45PU0HCF8SqrgP7vhCHHcz59hYDDku3Gz1q39eqDxrPXrwhGCJZRbjLCxsB4xd8tm6yl2AwcN8npbESpSaARtBw4a9KSo4nlVk3737t/9+NPi/fuGTZg8fJKtfrfuLIEsDMHtly2h0WnDJkzW797dbMjQCXPnhCPEs8oG82HDexsbzVq/bsjY8UZmZv7VTWEI7v4q86tv+o22t5++Ypm+gaGts3MYgocjxJUY3lff9Bvv4DDVxUWPwdh52x3ezo/Ll/Y2NnLY8PNo+x8ZXf+9/8EjyAfWoTQ67VxYRBgCnwMB+bOscBqdFlSPaj6fS9wY/e49xk6fbrdwoR6D4bJ3D8XDbOEIocmHI4QG0CZ/h/NuqZkAAJ/SmnCE8CmtXnfm7PqzZ9efPbv+zJn/GBtPmDvnwMPH4Qhhu2CB/bIlMLNPSRWNTr/OS4TZ9j94pN+9e7gI/4h6vgil0ZQ+/4q6fgMH2i10dk16uf/eg4EWFjPWrOKI8HCh3NZ5wYXwCHarchLbr98wtbKC3QgRfonN0WMwtly+fJOXaDt/nomlpX9VAxshxv40fdCIkZfYUefCImzsploMt2Y1SiJEuO2C+RYjbK5wY355+NjYzHzloUMaEk20GE7lh6NtAR3/d+XnsbiV5SUYiuC48j0PB/ufURq4a0AkbIIHelaWl9RUldfVVjXW1woFjRiKiDEUEQmqK8vmsbhMEc5EcCZCMBHi97ScPfceMhE8RIQ/elu+9ebtgAYxU4QH1GPbXG89Ka1hIjhThN/Nyt9w6dKak6dcU9JCRDjkAxslZ8LYSw8f3nHb3aeiDpKBjZIzrIilhw9vv/O7T0U9U4SHiHDv8tptrndWHT9xOY7/vA7ZeuMWxV/jJx/w8HqQWzxt+VL7FcsgH9Ag3n33wdJffzkZGALrYSI4E8EDGyQHvXwWHzhw3D8I1g/5hwWlGy5fXnX8xDV+CkwL+ZOBIYt/Objm1JnbrzIp/mll49abrr5VTS0PoZl3z8iFj0Lz+TBFuF8tss/Dc9mRo+c4UZp8q9OWp56PVv4O52+lZgAAnpRWt+fNhg7bePkq5C/GxDMMDA77PPMsrrR1dv5uxkyKX7Rvn9XY8R9Xz9wvQWlaxBAacS8jd/LcuUZm5mbDrZccPBDUKAlDcJZAZmpptd31loZ44kefPoP/VQlDCBg8HcSynmJnbGFht9D5QXYhxJ5XNTlu2mhmNXTgoEE/Ll/q9bYC8sEN4vnbt5kNGWo5+rvVx49rlNGmHs38VCS8XUTH/714JyanKjeTjAuTyaSax7T8+c/6/4DSqNXq1l3RErEYQ8UYKpWIpVIJ9TUESqVCIsZqqsrnhkb6i3AtC0AIDV878pn4zTduWYyw8asX+4twj+KqHgP6b7h6rRPr+dvxtzPyTK2GelXUtee/mzlz130Pqrv1trvxIMseA/pPW7b0fmEZxTtu2TJv186Pq6fzlWYOk9MqhlAANUVS1OrM37njQlRcM/YefBtMx+t4DSxEhM8JjiDO/aoGQD3ZUu3lJhM1wZPB/kRv/meURq1x4gD1XQOwUb/OgWcEzA2N9BPhfiL8qQj3E+G+QtxX2OxodZ9qYJ+Df1jZMGSS7Vff9BsyfqKevsGUxYt9BfJOrEfHfxD/RSgNFL3AdyskAYeeNclWnTr9XKikhv6cby+8Ol7HU/ZcqHQMCpWfOahmtGy76g7Ux3bhpflyuYz6brH2P+v/M0rz541SGsfQSC8h7i3EvYU4dJ6ImrtavtcfOB3L3ymqOhgUeqeo6gupR8e/J+/4JSiNn4jwEzZLn5+GQjY7bSN+QlzH6/hP4oW4b6PMwZ+Vk/W6MCNVevm4eqxJ607fNU5qPlcmk1LHG1OS889UmkdC/LEAfyTEKcdDoIS+h0AJI1qAjtfxWnznK80sJsdHiPu0iKFP22uzI9IO6ngd/yn8E4FiViArNzvtbf4beFJL/ZPf1Qt+bPPdYp53pMI2S2r/TKW5L8AfCPD72qak4hqjynYRHa/j8QdfiNJ4CnFPIe4pULY4eLND+QKlpxD30sZ0vI7/SP6xQDkrOKKoIKeyvAR+ryXUm7KYcPX2VWqaxpLayb14WSHUG3AspLam8h+lNLNDI92acLcm3K1J6daEuwuaHcqnIu6CVkzH63gtfvaXoDQeAtxDiHsI8AcC/IFACbuU4yFotgfNcVzH6/hP52cxOeWlhU0NdUJBY1NDHTwC+W3+m7w36fmvksQXj6jH9G+d4qybr06MBIcDqI/gfNy3Jv81raOUpramcnZopGsTTtnNRqWW0zrUpB3R8Tqesk5WmvLSwhnBEe6N8t/rZb/XS90b5Hcb5NBpuco0u+3jOl7HfwTv3iCfyeRUlBWjiFAmk8pkUjGGCpoa6mqrKsqK4be85Gan1Xu5q+fbU3rTNMhUdvO8sLYKboz+r7uiO6t1oNLY+ASO8WOO9g0Z8zR4tG/waN/gMU+bjfLbO1RXx+v40b4hY/yYNj6BNVXlnaM0iEhQUpQ39jnTgR0PbdafOXHwSkV0vI7/FH7sc2Z5aSGKCOFOM/j5EokYEwmbGuprqipKW5fUosPU21a2zm96APWJPYqyt3BJ7Z271Dq3fbrSqFQqmUxaV1s196FXUFKidyTHM5z1OIz5OLSttY9oDun4fzzvGR7qE8UJSkp0euhZU13RCUqD40qhoLEgN3NqELtYQRYryBKlukSphj5lVKRUoe3oeB3/Kbx9ELuoIEckbII/u5rfLSaVSlBE2NRQV1NVTi2p5aUmXnZYoR5h0GZJLSnqnbvUOrd11JymrrZqvo9/bH5+eHpG6KtXrNRU1qtU1qvU0FevQl+lwi50WiOpqZSj43V86KtXnIyM2Lz8+T7+naY0TY31OVmv7QLDixSqtwrVWzn5Vk4WKVRFClWRQl2kULV01W81IjCo43X8J/J2geH5ORmCpgatn10oOUqlglpSq62phEtqYPNNXiy7+sFN9bzWJTW13TC1l5vWLrWP+7vUUa1D5jRw9WxBAOtlbcOLqprEiurEiioNq2znVCW1c3T8P5xPqqhOrqpJrWlw9mfVVJV/0DGDWu0jlUapVEClWRDCLpCrChSqAnkby2/ntMF0vI7/NN6ZyXmn0lD/1GotqdXXVYNdD14mxWempeRkvS6LDlNvW9WqN8ZAfWq/orzoS1hS68Df07gwOZmINEMkTRNJ04VYulCaIZKmC6XpQixN1OyntUQgAB0dr+MpIBORujA5nfN7Grh6lp+T4czk5MmIPLk6T65udd5p7TEdr+M/lndmct7mvxEKGt/5swub1pIa+MU37016aXF+aXF+8y611ETJuUPqUV+3WVJLju7cJbWOVJpQbpZUlSUhsiR4loTIEmtcJXiWGG8Tb4PpeB1PZEnwLCmRJSFcQrmdpjSISFBcmLuQxcmRq9/IVG9kaujkytRvZKqWIDQqojmk43X8x/MLWdzS4ny4I+C//pRDyQFHgirKihrra5sa6qglNbhLrcHTXXtJzft3qUjQKUtqHfh5GpewyAypKkOmypC+y2Qq7dH2ER2v42Uql7DO2+WMIsKykoIFLG62TJUtU2dJVVlSVbZMlSlTZctUWVLoqKlrpgwCah2v4z+ddw7lVpQVYyjyId9Pw6yprsBQRCqVUEtqbXapRYaqt65ss6R2+sBfv6TWsUqTJlGlSVWvJWSaVJUmVcFuy5VsHoJdDV/Hf5l8Yr3o/flUVNE+/2sx+VpCfmg9nak08JObC1icdKkqQ6pKb5HB9Hdd01vkMb3tkI7X8R/HO4d+7DehScTw/GOFQi6ViFFE2Fhfq7lLLT81UXruV/VIjSW19Qv+yiW1jlWaVImqxchLfn6WI2wcli15KSFTJSQMpkpUTmtXW46weZae0RJs5l+2dLV4Decz8teDgmYschk5cfL6Xw+mIAqKv8FkTpk9a+TEydvPno6raYA8v1506Nat7+3tHVctd+NwYIZfbt6wdXTQtNlLF6dKVCt2bNOKbzp6BOZ/kvzSfp7TsHHj1v1yIKyw9K+83//KX/D2ptHpiY1iipyxyMXI1JSyC97ekN918fxg6xE9vu0/xtbOPyML8vG1TUu3bTa3GmpuNWTRpo2RZVXvX88XoTTN2ihtI62tmqk1JHlXUMfr+A/kP15pWk6j0dql1tRYr72k9uiO2mlqq97Y26if3pMhQoVC/ln1pgOVxjksMkVMvhCTL8RkikR1xN2dRqfT6HROeU2KpDkeXdPIYDAAAI/4SS/EpCafIlG9EJOQpPjmIBX/PPy92Dj9bt33Xr1y0c9v8AibWUsWQ/6KfwCja9ddly9devZs6JixTmtXQ37lzh2Dra0v+PruvnSR0bXrI34yhNcc2Lfm4D547fFt/zFTp6VIVPuu/7a2Jb50+1YanbZ6z+4UiconLYNhYLDmwN7rTObE6dPH2E39y+73z3mftMyZSxZ9PcAIAJDQKKb4PsZG57y9OeU1nPIabkVtgkD6Qkxuv3DOfOjQoLzChCbJxhPH+5uYxDcgKWLS+ed1Uxwc+E0SvlA2a8nin5wXvH89zl+C0rRIH5kqUaVKtcTwT6RSx+v4j+c/XWlg09qlJhQ0tltSY6m3rGjVm4FAfeagoqL48y2pdazSJItJyg65uX09wGjwCJu9v12jggdcXUdMmAQAuM9PooKhpZW+mW8SUaXmy8PLq71epsU3YIliMllMJmFtgppkIqr0zy30zXzDF8mTxSTFJyKKpxnZfJE8QSiLaxRTfHwD9iQ1Pa4BaX65mJy3fu3S7Vth95SnJ8PAIBFRJIvJ4WPHrT96BMY9U17bzp3LE0gTUGXPb/qdeuwJ49PmOc1etVyznmQxedLDw7B7j6C8t5r1JItJ580bB1mP4AmkyWJyxmKXmUsWQ55TVT9pxkxWSYUW/z7W4fyspYuX7th2mxsFAKCef2B+CY1Oi6oTcKrqE4QyCjYfOnTrmdPNmRFFt569zvr4JIvJidNnzFrafHcrd+6wGj3m/evpfKWZx+K8lKhSJGSKpFkGUySqlGZBJlPE5EtNR6wR0fE6/hP4+R2kNLC12aX2ziW1l4nSM7+obb5qlZyfndUvYj/HklrHKk0CRvDFZAJG8DHyoJvb1wOM1h89OtpuKowkYOSYqdN2XLoElYYvJoOKykba2dH19Hr07jPA1PQmJyoBIxMwYsbyJXoMxkBzCxqdvuaXgwkYmYC2DxIJGHn80eOv+vbtN9D4X/oGhr17XQoKhG+08/Llbj179fymXx9jI1tHhymODpBfdWA/jU7/j7ExjU5fdWA/VRgfI2HlTuvWmFlZ8TEyrLIOAODxMi20vMaVG8WpboS18THSfNiwhVs28cVkbJPEfMjQZXt28TES5k/ASGZZVc9v+h26+zvFw/yu3Kh/6Rs8Tk2DwZ7f9Dvl5c2uaXLlRoWUVkKsfT3U86Tya0Q+Cx8vlCVgxH1+MgAgugGF/Okn3obde4y1t6fRaQwGY93hQ5DX09c/5eVFpTWzGrLn2rUEjLzJ5vY3MZmzbs2ibVv+Y2x8xtvn/etx7vQTNuexOMli8oWYpK7J7fzkdnEdr+M/ke9YpaHaeyyp3VbPtWvVm59GqX0fSFFRBy6pdaTShEbGY0Q8SvAwgteiND7Z+TQ6Pai0ioeRQaVV3Xr28ssrAgD8zk/iYeSEmTNHTrELKq2MbMBWHtj3H2Njdq3gZnSsnr5+SHkNDyMvs8J6fNs/pLzGNSZOT18/uLw6HiWussJ6fNufWV4bVt1oYGC496ZrPEpEN4onzZ5tPXEyDyNdY+JodPopb584FD8XEECj06Y4OvAw8pjHIwaDcTM6Nh4lfgtnG/buddLTm4eR8SjBw8gzvs8sRoz4qm9fj9Q0HkY+ePGKRqet2L+XwWAY9u6l37376ae+kPRMyxpobmFmNaTnN/2mODpwGxAeRlI2d/1aS5tR0Ic8vFqNGuOwbg18PtGNYgDAsr27GV27fj3AiK6nt/3SJS2eh5Gaz5OyeJRoBT4bf5efDADg1qMwsubXXwx79zrt6/s0p3DF/r0AgBOPveIQJQDgMiuMSjh03Pg1hw/Ho8Tz/JLhP0z8qm/frwcYWQwf/vRNwfvX80UoDR+qH0YmiltNMwIdza6O1/GfyC9gfRalge1PltTyczLy3qSXR7LUW5a36o0pUJ/9RVFZ0iFLah2oNPNDI+NQIgYl4lAyBiX233HvMcAoBiWsRn+3/erVGJTYcuniNOcFAWXVAIA7CYnBlfUAgD2ut57mFfvkFT/OyPmXvsGJJ08fZ+TQ6LR5mzfdiI2PRZQwYdsgEYMSMSgRJVJ45xRGI3iUUP57csr0FUvNrKxiUGLx7l0Ww61jUALWYz1h0kRHhxiU+H769B9mzPDJK4bvOGWOo62jI1Xwb9zoTWfPWAy3/v7Hn0LrhBeZoQAAG1s7/5JKTqN47oafDXv3YlU1RCP49OVLTC0t1588OXf92v4mJkcePYb1xKBERD3arWev3TddY5ofRfMDuc1PAgA8SHkNu0/zSwAAZlZWnll5UUL5xrNnaHT6g1cZmg9Q8+VUfmix2LuBDuRhwZx6lAK4AinFD7YZ9cOsmTEooW9gePqZP5V/kLXN1suX4lDSdLDlj8sWc+pRTpNk3uZNPQYYRQnl71nP/E5XmvlMTkLznIvkYQQPI6CjGdSIEFpDOl7Hfxz/WZUGNq0lNUQkoJbUCvOyWpbUDqqtNc5S27BQnRL3iUtqHas00SgRhRBRCBGNEntuu/cYYBSNEutPnhxhNzUaJawnTD7p++xZaTUAwDUh8TY/GQDQd6Bx34HGfVquO69fj0aJI57eg6xtAAB9Bhov2bc3UiiP1Aj2HWi8dN9erkAejRL73X8fNGIko+u/zYYPHzJ2nOlgyyiEmODo8OPyJbCMKISYv3XLBEeHKIQwHzrUsHuPPhrv+N2PP0EsEm0u+3lJlR6Dcfix152kFADASR9fmMQ7v6QLrcsFVtiNWF4XWpdHmbmQX3viRH8Tk2iUuus7hr37hNajVAReZ61ZbT3Zlno+4Q0YAGD9yZPRKBGNEuGNkm49e227coXiIzVerpkHmmbkM/FQacLq0XfyczdusJ5kG40SAwcN2n/3LjVkZGZ24umzx5m5AIC7KWkw6FdUQaPTfuPGvGc9na80TkxOLEbGoYSGkVqRP+/qeB3/Efy8z680VNNcUsNQ5B1Lah631HNsW/Vm+hi138OPXlLrWKVhIwQbITginIsQu2/f6THAiCPCH+cU0uh014Skr77pF9ok8SutBgDciOd7FZYBAM4EsyDPRvDnFXUcER4hUvhX1HFEuGdB6fqzZ2l02v57DyKEiucVdWyE8CwoXX/mDAxejYyl0Wm7b98JqGzgiPBVhw+bDBrMRYhZ69aYDRkKi2EjhPUk2wkODmwEt55iN23xIjaCcxGCI8IDqpvCBFIuQqw5fvxaZCzFG1tYLD94wL+irguty3lWOOR93lbQ6LTf4njbr1371sSUI8IhfC06DgDgW1zJRnA2Qoy2/3Hm2jUwPxsh4GvZCG7Yu9fu2+6az6fHgP5br13jiHA2grOF8q++6bfn97sUT+WneJgf8u3zdzh/k5cIAAiuR+CQ09Yt01cso/jBNqNWHT7MRojxM2c6bFgH83sXlnWhdXFPSbv3OhMAcD89B/KeOUU0Ou08K/w96/kilKZZFREiBiWikWZfqxvTEqQkVMfr+E/h/0qlge2/L6lxmerNy1r1xgyozx2SV5Z+6JJaxypNhIgIQ3Bou2+79xhgFI4QYQg+ZNwEc5uRP61aEY4QPiVVAIDrvMRwhLCwHjFu9uzgeiwMwU8FBjO6/vteWvapwBD9bt19SqvDECKkUdLb2Gi7663TQSH63bo/La0JQ/DgBnFvY6Mdt+4ceOjJMDAIqBGEIcTzqkZzm5HGZuZhCH6REwUAOOLjFyEiToeE0fX0xjs4hCPE6mPH9Q0MH74pDEOIgBqBsYXFysOHwxB8zuZNwyfZhiF4hIg4+vQZAOBcODscIcbNnj3ewSFUpAhDiFVHjhr27sMSyG4mvqDRaWdCQsMRIlyE/7RqhZG5eRiChyNEGEL0Gzhw62+/hSHwORDw9h/lFgMAbqe81nw+87aRACZGAAAgAElEQVRvGzxqTFA9Gobgvzz2puvpPcotCW9+IR6OEOEIocnD/C1Am/yfg7/OSwQAwPLCEPwCO5JGp59jhgc3iDddvtyF1uXOy/QwhDju+/yrvn3vvExnCeXTV6/87qfpYQjOEsrNhw0fN3t2UI3Qp6Rq6uJF35iYBNaK3rOeL0JpohCCi+BRCMFFmudxMY0S9fzp6vnTJad/gREugpdwI2CwjB1G8dKTv8JgbANG5YEOFyEiW2ZwWvkj0WZfx/9j+b9eaWD770tqKXzZmYNqa0ar5Gx0UX3IkloHKs3c0EimCGciOBMhmAix45ZbjwH9mQgeIsLXnT0LADjNDGeKcK+SKgDAlTg+E8Gvxif2NzPr8W1/a7up/9ez15rTZyH/w9w5hr17jfrxp29MTIZNsfWtamRqB+18Kxv968UmlpYmgy0nzJ1rYmlpv2IZo+u/n9chTARfdfwEjU7/6pt+fQcaD5kwebKTE1OE+9eLv581i0anWdvZ9TY2Hm5rF9QoZSL4o7fllqPH9jczGzJuAo1OX3boEBMhmCLcPSPPbMhQM6uhg0aNYXTteiYsAt7gquMn9A0MR0ydZmRm3tvY6BwnGvI+lQ0AgAtRsS0PAYf8iYBgup5eYKNE8/l4l9UOn2w7wNR06CRbGp2247Y7xbc6GjxThIeIcPh8tPJ/Dv4qLwkA8LwWofhFBw8YDxoE9/jtcLsL+RCRcs6WLXoMxv/17DX0h0m/p+VA/tbL9EGjxugxGHoMhoml1cXo+PevZ+6XoDQRGpOsCBEeIcKjG9Dmv2Mus2CQjRA1ng9gsMbjd4pXL5wJgzG1QjhVpHg2gkOnff6WoI7/5/KdpTRUo5bUpFKJ5pJaUUEOXFJrfHhT7TBFY5faGLWfx/ssqXWs0viLcMoelVRfjE8MQAh/Ee5d1XQuOu65UO4vwp81yc7HxHvXiCDmXSM6wQz/9VmAdy3iL8Ih7y/CPd5WHvDyuRjHfy6QUzk93lbu9/S5GMd/1iSDkQCEOB/D+/Xpc4/iqmdN0nPRcb61yKOy2ifVQu8a0fWX6X6N0ikuLvarV1H8FX7KvkdP7uaWBCC45jvefJW128PzTma+5l341YtPhbF/ffr8SVWjJu+e/Xavh9cR/6AnVY0U7FOHXoiO96sXt7xXM+9RXHWJl6SZFtqzJtmF6Pj9nj4exVWafHuSMs3RTuHv5Zc+Fyq1eO9axKO4qj3vUVx1v7D8Q+v5IpSmZdqFh7ZMwbiU0iycSU3Kqj0ftijNXYpXL5wFg9G1opY5IzWVI0LbRFrzw1Ed/0/mO11pYPvzJbXc7LQKTrB609I2S2rnD//5klrHKo2fCPcT4U9FuJ8I9xXivsJmR6v7VAP7HPzWuw8Me/e5kVXgJ8LPxSbo6RvsfvSkE+vR8R/Ed77SzGFyWqddCJy74UwEZzVIQhslrEYpNTsLEcpDG6WhjZIQoZziWY1SSLZi7Wdz78qv4//hvOOXoTSwvdeS2ukD6mFAY0ltseol751Lah2oNI6hkV5C3FuIewtx6DwRNXe1fK8/cDqKf9wgnbZmdW9j4//r3avHt/0XHz3RufXo+A/iHb8EpYHTq8B3z8UIzSFN0/E6/lP4L0ppqPbnS2o5Wa+btJbUpo9VP3skxVDNJbWOVZpHQvyxAH8kxCnHQ6CEvodACSNawGflfyso/6Lq0fHvw38RSuMnIvyEzZMsP425WLMjbI23ODpex38q/2UqDWx/tKRWUpTXvKTGDlJvXNyqN+ZAff6IvKoMLqkplQoUEXaU0twX4A8E+H1tU1JxjVFlu4iO1/H4gy9BaWYxOT5C3Kdl2uXT9trsiLSDOl7HfyLv8AUrDWz/dUmt4EWC7NR+9VCNJbXNy1Sv+FKJWNDUUF5aCI4xP+6sAeo7N2eHRro14W5NuFuT0q0Jdxc0O5RPRdwFrZiO1/Fa/OwvQWk8hbinEPcUKFscvNmhfIHSU4h7aWM6Xsd/PP/lKw3V/vuS2v0b6tmTW/VmxveEp9vbnAxwJOjjDhrQVBrXJpyym41KLad1qEk7ouN1PGWzQyM759udNZXGQ4B7CHEPAe4hwB8IlLBLOTDuIcQftO3qeB3/KfzfSGlg++9LauGB6g2LWvXGBDyes4paUvugs9RIkpTJpPV11c5MzswQzvSgiJ8Cw34KCv8pKPynwLBmo/z2DtXV8f94fnpQxMwQzoIQdm1NpVQi7jSlmcnk3BXgdwX43SYlXN2726Skuq1Ok/Ku5qiO1/Gfxs/6uykNbH+0pFZWUtCypMaTntijHqyxpLZlmeo1/5271FQaTetd5HKZoKmhuDA3NZkXHx0eFRHCDQ/Smc4+yKLZTF5MxOsUfnFhbmN9rUwm/ei/O5+kNOWlhd/5sxw5PJ3p7C+27/xZleUlGIr8vZSGan+ypJaT9fplUnzRheNFw6xb9Wbm9+rnj6QYqqk3cJKkTmCrX/FgkEoOtxUseurv5OHl6P7A8fbd2TrT2YeY4+27DnfuzXF/OM/Da9FTf0QkkMtlnaA0KCIsKymYFswpVpDFCrJEqS5RqqFPGRUpVWg7Ol7Hfwo/NYRTUVaMIsK/qdLARqmFTCalltQqyoqyM1JjuaFg881KdlCbJTULoL54VF5doVDIFQo5XIhTL5quNgZkUS6OK6HYqFQqHFeKMXRRcNjrmrqUiqoX5ZUvyiuSy8o1TSOi7bwor9DxOv5FeWVKRdXrmrqlQWEoIlQo5J2jNCVFeVODIooUqrcK1Vs5+VZOFilURQpVkUJdpFC1dNVvNSIwqON1/CfyU4PY5aWFf3elgU1rSQ1uPEtN5oEdd6klNdmJvWpLjSW1rcvxVJ5Q0Iim8psj3xnJ6muUSgWc7iiVCkQkWBoamYNKs4VYlgDNEqCZQjRTiGYLsWxhcxc6VCRLgFKOjtfxWQL0jQh7g0iXhkYKBY2dMKfBcSUiEhQX5i5kcQvkqgKFqkDexvLbOW0wHa/jP41fyOKWlRT80c/uH/2sf5lKQzUoOTKZtLG+Nj8nA+x/or1L7d519ayJGh/8/F7tNLW16zQVEwng9gGFQt7UWL8oLCpXiudJ8Vypsq0p2jnKvHaOjv/H8zj8+VkUFtU5v6fRVJo8GZEnV+fJ1a3OO609puN1/MfyUGn+N+Y0Wg3+5SotzgeHA9+9Sy3MX/2zS6vAaNrONVKJWKGQS6WS+rrqRWFRuTJVrkyVI1fnylS5MnWeXJ0rU8MI9HNaIhDQ8Tq+Pb8oLKrT9p6hiLC0OH8hi5MjV7+Rqd7I1NDJlanfyFQtQWhURHNIx+v4j+ddQiMryor+J5WG2tgJjjHfuUutIDfzTearzFi2erbtO8Tm1jmJGBNjaE11hUtYZLZMnS1VZctULU7LVabSjsOgjtfx7XiXsM77PA2KCMtLCxewuLCaLKkqS6rKlqkyZapsmSpLCh01dc2UQUCt43X8p/POody/9d6zP2la555p71JrqKuuLCsqyHmdwm/zmxsNI5lPhYLG6soylzBuhlSVIVNlSN9lMpX2aPuIjv8y+NeYctuJYylNYs3RR3GxO8+cus1ivsaUVDBdQtzncn+5eiW2vFIzW1K98IzHw30XzkcUFH5oPS5hnX1GwAIWJx3eHnWf77qmtxSd3nZIx+v4j+OdQ/+Wn6d5n/bOEzY1d6khIkF1ZVnjw5vvXkADQA2A9EVcRVmxcyg3TaJKk6peS8g0qerqs2eW1tazlyyCwTQJCYec1qyytLb2T0t/LSE1+TSpqoVswzd3NfzPwV8PCJix0Nnmh4nrf9n/EpFT/M2Q4CkzZ9pMmLjt9Kn4mgbIJzUgh11vfD91muOKpW7sCJj/15vXbWfP0rRZi11eS8jl27ZoxTcdOZQmVWkFbWfPOvf48V92v3/OL92yCQAQW1VHMat37vh6gNG8tavNrYaaWw1JRRVpUtVLoczcaoiVzcg5K5f17Nt3x9nTkGe/LTW3tBo5cbLD0sX6Bga7Lpz7oHq+CKVprlja5gG1PimtIcm7gjpex38g/09TGtjgSc8ymbSpoU69bLbaGKgtgXrMQLXdcHzWFLnLDNl6F8W+jeT5QzLm04qyIudQTqpE1WLkUXc3Gp1Oo9O45dWpEhIGY6sbGAwGAOAxP7kl2My/bOm+lJAUT4227XYw/yAmRr9b9wO/Xbvy3N/KZuSsJYsgf9U/gNG1676rV676+w8f+73T2lWQX7lz+2DrEVefPdt39TKja1d4L1cDA9b9coCyHt/2HzttWqpE9evNG1Rw5c4dNDptzb69qRJSE561ZBEA4Iqf319zv3/CM/Pefm9vb9i9BwAgurIWjvq+Smd07eqZmJwqUaVguOmgwUfu3H4pIY/fuzvQ3DwFVaRKyAve3t8YGycLZakS1by1q7+3t38pxlMlqqvPnvcxNkpsRN+/ni9CaVoKIlMlqlSpSt/AYKqjo0ah5In794zNzNvdQDPf9pb+5Ibfwa/cud3eaW6qRPUSVew8fxbGV+7cYe80t0Py6/gvlv9nKo1arVapVAqFHBEJqipKc7PTXr1ISEqIhvYyKT79VVJBbmZleUltTSX865kiJl+IyRdiMkWiOuLu/vUAI0ubkfuuXU2RNMd/cXUdMWESAOARP+mFmIR8WHH5s8zsZAx/ISYhmSIhw0orvV6k8howiMF4RGml14vU+AYkRaJKkaggmYQqA97kP03P4gtlzUExmSIhE0Vy37RMvlCWIJAmNIopPr4B8X75Oq5BBOt8ISYX/Lx25c7t8IWnPT319PWTUWWKRDV87LgNx47CV3m/TLNzcuILZUmosuc3/c54eUJ+2jwnx1XLNet5ISZPejzs1rNXcH6xZj0vxKTLpg2DR9gkCKRa9Y+YMGnWksVUPRSv+Tw181PPs8N5x9XLZyx2uRsTAwBgV9TC4KItm2wdHSie1yiGL9lw7Ki5lRXMf4vNodFp3Mq6JETB6NrVNSIc8skYzmsUf1A9zp2uNPNYnJcSVYqETJE0F0ej0wAAx+/fg5GXEtURd7c+xkYvJaoUcXNEk0+BcRikRqHz3/jbbPaFp74pEvJ+XBwA4AWGp4hJNw7nwtOnHZJfx3+x/Px/sNLguBJ+7AaeDF1SlFdSlFdanF9WUlBRVlxTXdHUUNfUWF9ZXjI/lJssJik75Ob29QCjDcePjbGbSgXHTJu28/IlAMB9flKymGQVl4+cYqvHYPTs29fIxNSVw00Wk4mocuaSxQwGw2TQIBqdvvrg/mQxyUfeEUwWkyc9PAx79zIyMdU3MOjWs9flgIBEMZksJndcvGjYvUePb/t/PcDI1tHB1tEB8qv376XR6f0GDqTRaav3700Wk5BPwpordFq72sxqSLKYZFfWAQC8XqaFlVW5crjc6gYIJIpJi+HDXTZvShaTPIHUfMjQlXt2a954aGllz759j927S/EwvyuHyzAweJKargkni8mtZ04PNDePqhNo8VrYH1nH8vENWLKY9EnPgkoD+SkODgu3bHLZutnE3MJi+PBj9+9BmFlUZjVylK2jw8/HjpoOGrxi965kMRlYUAIAuBQYOGbqtL4Djac4OAQXlHxQPV+E0iSLyRdikrrS6LRh48b36N2HVVJB/Xz3MTZK1mBeiEmeQPowIZEvkt+JjHaNYCeK5Jq3+iQ1/ZSn5734hGQMp17FLCw98+TJb6zQqJpGGAkuKPHLzuMJpAdv3QIA3ItPiK0XBheUPMvOo17lwU8+5en5OCmFSv7sTX5oaWVEec0FPz/3mJgkjNCsP7mdn9wuruM7nf/HKo1arYYbBGQyKYYiiEggEjaJhE2ISICIBBiKiDFUKhGjiLC6ssw5LDIBI/hiMgEj+Bh50M3t6wFGT98U0Oj0kNJKPkaGlFZ169nLP68IKg1fTE6YMWOknR2zrCquUbz64P7exkbsmqY7sXF6+vrh5bUJGPlbeHgfY6PQ8to7MXF6+vqh5TV8MRWsiahuNDAwPHj7dgJGxDWKJzs4WE+YxMfI2zFxNDr9rK9vAkZcDg6m0WlTHB0SMOLYQw8Gg+EWz0vAiJtsrmHvPic9vfgYmYCRfIw86+trMXx4j959Hr9K52OkR/JLGp22fO9uRteuX/Xtq9+t+2mfp/DWvDNzB5pbmFlaftW3r+2cOZENCB8jEzAiASMTMHLu+rVWI0fDtJCH+S1HjZ67fi31fCDPrmnSNzA4cOdOe76ZbMsnUPHPyT9JywQAhJbXwqGh331v2LvXjKWLr0ewl+7aQaPTLgcHJ2BEaHmt/YIFX/Xtaz1hkn737kfuP0jACLc4HgDAzGrIziuXzz97NmzceIvhw3lC+fvX49zp3xowj8Xhw5owMlFMJopJGp121td3kPWISbNmwcivbm59jI0oAMK+bwpodNq4n34yHzLUzNKyj7HR89xCCMxcsphGp1n/MJHRtavNZNvwyno+Rp549Fi/W/fRdnaWNiO/HmB0n5/Ex0iXbZunODiElFRa2owEANhMtn2U/NJl6+bJDg58jOQJZT9Mn06j00dMmESj0yfNmhXXJEkUk7ZOTlMcHL7q23fYuPEGBoZTZs/WrF+zSMqnrtSQju9cfsHf84TN92nv852b1AYBpVIBDceVOK4kCIIgCKVSIRFjNVXlzqGR8RgRjxI8jOC1KA0PI4eMGbv9ymUeRm67eHHaQueQ8hoAwO/8pNCqBgDA3puuvrmFvrmFXunZ/9I3OOXt8yQzl0anzd+4wTUmLg5R8jAyHiW8s/JodNq8jRtuRsfGo0oeRsL4s7ziOEQZ3SS9l/hi+vIlZlZWPIxcunuXhbU1DyNhPdYTJ09xdOBh5Pjp0yfMmPk0p/BpTqFvbuGUOXNsHR1hHh5G3oyO3XzhnIX1iLH29px65AozDAAw2m5qUGlVZAM2f+MGw969Qqsa4lHixyWLzKysNp057fTz+v4mJkcfesB6eBgZ2YAZdu+x96YrVSG8/s5PAgB4pKZRzwfazitXen7TL7JRrMU3dzWeJ2XxKNEKfB7+8etMAACzvBaS1pOmGJmaxaME9TxtnZx4GGk3f56NrV1koxjeYBdal2sRnHtJKQCAn0+ehPnvJiYDAG5yo9+/ns5XmvlMTkKzEpI8jOBhBI1OOxfg/yApha6n96u7Ow8jDrq59TY2gmrJa1HRp28KAADTly/hiRRxIvm0+fNsJtsmYOS+W7f0GIxHr9ITMDKkpMJ0sOXc9WsTMNJ6wqR1R4/Al89dv3bbxQsJGLlw6+bJDrMTMPJWbBwAgIcqeRixcOvmyQ4OCRi55vCvPb7t/yyviIcRfrmFPb/pt+7wIR5G2Do5/cfYOLi4IgEjrnO4AIAnGTlU/dDRvCmNCKE1pOM7i/+HKw1sqj9o1Hduzg+NjEOJGJSIQ8kYlNh/x73HAKMYlPj51KkRdnYxKDF8wqTTfs8CyqoBAHcSEt0SkwEA/QYa9zcx7W9iAm3X9esxKHHiifdgm1EAgP8YGy/ZsztGqIhBieNePpYawSihHL6LhfUIRteuFtYjho4bbzrYMgYlJjo6TF++JAYlYD3O27ZMdHSIQQnzoUO79ezV38Tk25Z3/H76dKpgyAeUVesxGEcePb6bnAoAOPXUNwYlYjHyaX5JF1qXy6ywG7HxXWhdHmfmQn79iRPfmJjAl8egxN5bdwx792E3YFRCmH/W6lUjpthpPh9og21GLdy+LRYjtfh3din73LxHWhYAILC8BgJTFyyYMncuxc/bvGn01GkxKGHYu88+N3cq/7DxE5bs2hlYXgMAuMqJgnykQMbo2hU+xvesZ36nK40TkxOLkXEoQRmNTjsbEBCHEisO7DPs3evZ27J9bm69jY0oAPJPsvMBAJdZYXEoGYuRxzy96Hp63CaJ3Tyn0VOnUbDLju3GZuZxKOG4dk1vY6Nle/fcikuIaRldsHXzBIfZsRh5MyYOABCLKKlgHEpYT5oybZELzB+HEtMWuQwbPyEOJaY4OU1b6AwzRDVJAQA3ImM0boHUuqM/7+r4TuHn6ZTmj5um0kSjRBRCRCFENErsue3eY4BRNEo8ySum0em3+Uk9v+nHFkiflVYDAFwTEn0KywAA54JCIB+FEAHlNdEoEYXgz8tqolHCp7Bs0/lzNDrt4P0HXI3gxnPnaHTagXsPf4uOpdFp+91/D6pqjEaJ1YcPmwwaHIUQDuvWmg8dSqUdPnHKBEeHKISwsbWzX7wIBqNRIqiqkS2QRiHE2mPHrkXHUryxufmKXw4EVdR3oXW5HBoBg8+KK2h02s34hO3XrhmZmEa2JPktOg4A8LykEnZH2/84e+0aKhV1Nezda89td83nE4UQHunZAIAHrzPb85EaXc04tM/NP3iVCQCADzwKIXbfdDUyMQ2pFcKumdWQxXt2Q2fpvr0wGFaPGnbvseHMmSiEGGRts+zAPpjwXFAIAMC/tOr96/kilKa5VoSIQYlohKDRaWeeBUQjBFcgHWRtM27GjH233XsbG0UjRLTGjXlm5QMAmNVN8LUPUzMAAE9yioZPmOS8bStMFY0Qvzzw0O/WPRolOE3S1YcPDbK26ULr0t/E5MyzgBiUmL9l8wSH2dEIAZUmSqSMRon5W5uDA80tNp49E92SasPp06aWltEoMXnu3Lk/r6fq6ULrcoXNpeqneM0uVQ9Vv47vXH4eq/mTm9QBxu/zs/4PVBo2QrARgiPCuQix+/adHgOMOCKcjeBDx0+wGGEzY/VKNoL7lVYDAG7E89kIYTHC5odZs5j1KBchTgUEMbr++97rrNNBIfoGhn4lVWyEYDWK/2NsvOvWrdOBIfoGhn6l1WyEYDU0B3995KVvYBBcK+AiRGBVo8UIG2Mzcy5CXOFGAwCOPHkaIcLPBLNodPoEBwc2gq85cULfwPDRmwIuQgTXCIzMzVcdOcJFiHlbNg+fOCVcpGAjxDEfPwDAJXYkG8HHOzj8MHt2hEjBRYhVhw9/1bdvmEB6JzmVRqedCWKxESJcpPhp5XJjCwsuQrARnI0Q/QYO3H7jBhchOCKcjRBsBOcixOO8YgCAe0qa5vNhI/ihx0/0DQxhfk2ejeAt3TY8uxnDPzd/71UmAMC3rAbyoU2SQSNGDp84ZfuNm9/PmGFkZuZTWMZG8F8feekxGAt2bt929eqQseMHWlj4VzVwEeKkf+C/9A0W7t617tSp/iYm87Zs/qB6vgiliUIILoJHIQQXIaIQgkannfYPgP7txGS6nt7o/9/emcc1ca3//zS8fuRauEqt3lvbKojibtW21qp1gYrgguIGrUtrtcu3rq1trbfWunTRqq07uIuCIPsSAmET2VGUfZc9CZBAklmyz0zy++PAEJZaVFSk5/N6XvN6zjPvnJyM4AfC5DnvzxtsYx2H0/GtPhmHU9cKygAAh8IjE3A6nqC3HTvW32pgLKazX7li/PQZcTgF+cUbN8Dh6ZT0oLrGBJz2Kama4+pqM2pUAk4v37xp5uLFCTh97OYtAEAcTsUT9IrW4qQ59rOWuMD543B65qJF8MeoOa6uLl98yq7nBc4LR2Ji2fWzPPu6YNJh/Yh/tvwyXqywtkohb9Zo1PDvE3+7C/I/02kEGB2FUzB2eJwbOMw6GqejcOqz334DAPwWKYjGab9qMQDgREp6NE6fTM20Hmn30quvTZpr/++XB31+8CDk5yxb9u+XB73tOH/IcJs37B2CxM3RON1adITF4HpZRLN65LjxNqPHzFy6xHbsWKf1H3H7vRgqwaNwasPPP5uZm780ZMirtrYT35szZ9myaJyOaFbPcHHhmHEmzXUYbGM92WFepFwThVM+FcJx06YPGzFi/DvTzczNP9qzJwqnonH6SkG53YSJI8aOGz3lLW6/Fw9Gx8Llbdh/wMKy/2SH961Hjvyvjc3huJuQDxQ1AwCOJtyKwuF1oCG/PzjMzNycJ1ObXp9onF7zv13jpk6DpCkPz0bjdAfeBHiyvG+V2HXzppBGnOXDpMQnP/00Z9my1bu+v1xYzvJ/3ExasOGTmUuXrN71faCoieWPJ6ct/vzT993dv/Lw5GO6h1pPr3AagYn1CTCKY8bZHxQiwChomGu/3wkAGGxjHYNTAow6FB1zMEoQg9NeBWUAgFlLlwSKpN7lNRNmzHJc/SH8+YVjxtnrFyDAdMdupbw2fPiHO7+Lwem35js5f7SWL1NHY7oV27aOnvJWDE5BpxFg1Pm7eQCAqyVV0ZjOdfOmmYsXx+D05j//tBhgdSgyOganD0VGWwyw2nLsWEyL03wG1xODQ6eJZ9cPi+z6W3Oa5Tu8XsQ/fV6AUa4RAvzGFePkfkbP31WSBrVaBXdBfoDf/AOdxpUfz8MoHk7xcJqH077V9cdSM3k4FYFRgQ2Ko7dSwxVaHkaFydRHk1IDGzAeTvEwKkiC/xYduy84LFhCRGAU5Hk45VNd/4Ov//GUjHC5BpI8nLpeJf7B1/9Yama4XMvDWsijSWl7g0Ku1zSEyzV/JKYENGLXaxv8Rc3BUsLjXn64XGPv7u604ROWP5Fxd5eP35XyWnZamJzLLd519frFogq4fsiHSMmDgvi9QSEB9QpT/nJR5ffevgdCI/zFzSwfLCGP3koJaVK1XoTWZdfUH0+7bfLwFv5CYcW53OKItmK79XTmTa9PH+Zde4PTtJohxcepKJzmmHH2BYWwRZ5MYzflzcE21lE4zcepac7O05wXROHUpfxSAMA05wUWVgO5/V58Z75TmJSAprruxx/NudzBNtbcfi8u3LiBj1FROHU68+6Yt6b2H/zKwGFDX7cd8UdiShROuW7eNH3x4iicCpESNqPHAAC+v3KNLUYotEu+/JJjxhlsY2MxwOqD776F889xdV38xWdwPVE49QLnhUOCWHb9rfbO/mTRVuG3qyD+mfF8TLc0jG9cv7St/8r3X2pLclVKEvoNwzCd/eaf6TTBGNUhQnDaJO9YeUL89guX+w8e5JFXGoxRhxKTzS0sv73m+3/q3ooAACAASURBVAzXg/iH4p+90yzlxbaZIU5FYNQNUXO4XMNaZQRGhTQp/cUyiJ3LLXb8eB0Pp8/nlwIArpTXXimv9akWm/I8nAqSEKfuZIdIlS3u2jq/T3X9ubxS1oSDJWRAI976QP3lkuoQKRkiJYMkBLsef7Hs1J3s0GY1O3+QBA+WkOy0/uLmcLmW5U1NPqJLz2//ehH/tHlMH67QugRHFufdJT0OG+eMb/ObNYuYBB5J4BqN2nQXZPZr/R/oNAEYFYBRNzAqAKP8FZS/oiXpMLxhgj0J3rdZ7bRxw3+G2/z75UGDbazX7j/wbNeD+Ifie4XTQNML7dohadNTwRjl/v33vyXcCsYoz7xSAMDF8toH82x0c37E/xP4QLl2SSi/tCi3oqyovCRfEuJj/HBhm9/MHGX0OkU0SeBbaqzf/AOdZgk/3kdB+SooXwUFk+tYy7BD7vMXSY/zpytEvWo9iO8Ov6Q3OE0ARgcoWqwvwMQhWxJFW701oQMU1JniKttx4y9XiLrJP+z8iO/DvL9cvzRcUFleLKqrFtVV11SVlZfk16TEM19tNP6r1W8GAuO+HarKEvYtNbCX19gg+qc5zVUFdU1OXVVQbOIl18PcS66HlQ4A4hHfgX/2TrOIF+unoPxazdCv/bElwToWEY/4x+SX8mLrau7LmiQKebOsSQI7gFWUFZXl3FYe/sk4dWjbrzifrqAyEpQkAX4MfczvlqejnnWaS3Lqspy61DH0bN3krL5TBfGIpy73EqfxVlDeCspbrm9NqJaEzeV6bwXl0xFDPOIfnXeJjBPVVRO4QqNRazRqJUnImqWNDSJhbVXV/ZKy4rxmn/NG1/fb/MZp6k9rvqkuK1TIm7VaTXfuin5W6jGnEdctiozzaNJ5SLUeUrWHVOvZ1JKwOVvxbNKyGOIR345v0i2KjBMLa56x03jJKS8F5SWnvOTUZbkeDtkE1r0U1OX2Q8Qj/nF4l9YeAfBOM4rSa7UalZJUyJulknqxsKa6srSsOE+YwDd+uabNb2yB8dddRF2lWqV8wF1qz1Y94zQqZb2o9p3gSJeY5EVtkdQp6XwK8YhvV3GJSX4nOPJht7jtoMd1moW82Aty6oKcuiDTw9+5Lsj07LAtkekvmJ5FPOIfj1/UvhsNbPZF07ROp1WrlDgmb5Y2NojraqvL75cWVGSlaw58pxtksivl1o91ORlKktBqNb3Nbx7faWiaVilJUV21Y1hMlY6p0THVemO13lilY+CQLcKcTWp0RsQjvjPvGBZTV3OfwBVdWkV31ANO4ymnzsraAg7ZYmui95RTZ2V601OIR/wj84v+ou8ZtBy9XqdWq0gCb31LrbKyvBhsOin842fj/Hfa/MbVwRjpD9+C63xX9LNSj/xOo1KSwtpKt8i4Sp2hQmeo0DIVWqZSZ6jUGSp1xkqdoXVorDCpwCLiEd+Bd4uMq64s/Sur6I4e+92zyLhTzfrTMoo9npLpT8sotmKamA4Rj/jH4RfxHtRhk22qr9Go4VtqkkYx+PrSnYykvOxMMS/AuGFZm99M7mc8c5BsrGffUnu2ftNzTlPlFhlXrjWU6wzl2pYoMzl2HLIY4hHfnneLjKutLidwxTN49wzWl4cLFoTHOIVGzQ/hO4by4REmprnpkQ3EI/5heafQKOcwwYLwmJURMQ3iugf/iZJ9S02r1ahVSrDrRklhDtyhsrwkvyojSb9ri9EWtG80kPfgRgNPQT3lNKK6and+fInGUKo1lmqNbFKqNZZqjG05e1bTDkM84lnMnR8vrK2EDW0f7WvyEZ0G/smxsUFUUpiTnpKQIIiIiQwR8IJRoHhyERMZEssPvRXHz8pIvl9aIJXUd/PDMQaDgaZpsCdMWFvZJG1okjY01AuFtZUVZUVl+ffw04eMs8d0s9HAU1BP3RHQIK5z58cVaY1FGkORxlikaUkKW4aGQo2hfcVYpDEgHvGdeXd+/MNu0tFBj+40Wq1GIW8W1laVFuXmZWfmZKVn30lDgeKJRk5WekFu1v3SgnpRLaaQabWa7n8ME+zlNdQLSQJXq5RKkpDLmiSNYvau6MZg7+40Gni0b7OHUg9+nsY9Kj5fY8jXGAvUhgK1IV/T7tiaGDsUEY/4Dvwqftyz+TyNwWCgKL1arYLvgNeLauGntVGgeKIhFtY0iOuapA04JlerVd3fnMbI9j1TKeFGyPAtNUwha5I2iIU1rY0G4pivNhrNWv1mKDDu26GsKn2ab6n1rNPkqg25akOOioFJ5+jyFOIRbxruUc/ok5vGVrOB365KkiAJHAWKpxAqJcnuEfBQfWU69D1ruytarSJwRReNBt5+pe1XnM9WwkYDWq1Gr9c9Ub/pWae5pzbkqA331IZslSFbxcBhtorJVrFFmDBwiHjEd+afsdOwf3GFPySiQPEUgqZpmqYf4f/6LjtssndFd2g0UFle3GWjAaP/ZULerFarntyfcHrWabJUhiwVk6VislSGuy25IUvJtNSVzF0ToK2OeMSb1J+l0yAhPV96QC9n9q7orhsNxEe2azQwChgP71GKap5Qo4EedJpVUfF3VIbbSoaNlqGq/bCrBPGIZ5NVyGmQkLqpv9014O8bDez/1jjmiTca6FmnySCZTCWTQdKZSiaDZNKVTLqypQJzNmmtIx7xHflVz6rDJhLSc6fu70/zgEYDJYU5iosnjE7TnlyjgZ50Gn58KsmkknQqyaQpmbTWYypJp5I0HKaSLZXWU4hHfEceOQ0SUnf1sDuhddloQFRXDd9SE0cGtms0MKV/TzUa6FmnSSGZZJJOIZlkgk4m6GSy5QjryUTLKRZAPOI788hpkJC6q0fbc7NDowEckzdJG+pFtbXV5U+o0UAPOs0KfnwSwSQSdCJBJ7UFk9RaSSToWyTDnkokaMQjvjO/AjkNElI39Zi7O8NGA+3uin5Ao4G1j95ooGedJgGnbxI0e2TDtMieutnpFOIRfxM5DRJS9/WYTgPV4a7oDo0GJEHX2jUamDXaePU0bDTQfb/pWaeJw+kYnIrD6c7B1mMxqss64hEP68hpkJC6qx5xGijTu6J7vNFAzzqNAKMEGBWN09E4LcCoKJwSYFSUQlsXEVoXEVqSmhqFU/BUxv1qWMy4X83yxampdRGhtRGhMXINOwNM4LRdz4+3nUV8H+CfuNPAprD1olqwLxIFiuc9mqQNGo368Z2G1d81GtjTqdFA4t82GuhBp3Hlx/Nxmo9TPJziYRQfh0HHSomWJbktghU+TouvXYbFeq/zLG90a/kVLbZR0Uq28DyM4rVWOszPx2leW4745553fQpOo1arpJL68pL8rIzklFsxyTejk+KjUKB4XiIlUZCekpB7L6Omqkwua3qoppzd1N83Gljq0P1GAz3rNCE4FYbToRjFRghO8SV4q9MsZOsi7yuwKPa6yBZZp4luVJhOEoq1TNvl/OwR8X2DfxpOo9NpMYWsXlQLP0xQlH8PBYrnJYoLsosLssuK82qqyiSNYpLA9XrdE2pZ9nCNBkb/ZaOBnnWaAAUViFGBGNWa0IEYFdqslpw4IjlxpCo4kD17OydPcuKI5PiR29m5LF8VHATJ0CYVfGz72TonbQzi+wz/xJ0G3m+j0ahxTC5rkkgl9ZJGMQoUz1c0SRvksiaSwLVaDfwd4tG+W7qjR2k0kJtp2miAovQ95TRL+PE3MMpPQfkpKD+s07FDHaP8FBTiEd+ZX/KkncZocnOnRqNWq1UoUDx3odGo4Z9GnrTNmOrhGg0se59tNKDRqDGFTFhb2SNO46OgfBSUt4Lybk18FJS3nPIxHbYvIh7xHfin4TRGk7bNSEjPr57JVs1/12ggoFOjgUNYvbBJ2lBdWQp+Cn+0RgOMidN4ySkvOXVZrveSU14KCg5Nc9NTLTniEd+ef0pOg4SE9DjqVqOB4SZvqX39aW08H/wQ9GiNBlinWcyPvySnYFyQUxdk+pZcpr/AFlsT9oh4xHfgkdMgIT1PenCjAeLkQdNGA4XT5z5aowHoNI0NosX8+LMy6qxMf1am95RTnnKYmx71bLH9WcQjvq2+GDkNEtJzpwc3GmgMvGpcOb+bjQbYt7VNi6zTvBvMXxybggLFY8a7wXzkNEhIz6X+qtFAZXlxTlb6nYBrQfOWPLjRAHy4seiu0fuM6f0OrNPMD4+t0jFVOqZab6zWG2HOBlup0XVMEI9402ReeGy9qFZJEshpkJCeVzHtGw1IJfWV5cUZqTfBFo/y7Ezl4T3GNwd2bjQA71JTKUnjlnVGAIw3eWqVEu5WwDCMWqVsENe58+MrdYYKnaFCy1RomUqdoVJnqNQZK3WG1qGxwqQCi4hHfAfenR8vFtYgp0FCeu7FvqWmUpKNDaLCvLvgm6t/2WjAeZrxxqVmSb2svLCl8v+AKidTpSQpSk/TNOs05VpDuc5Qrm0XZZ2SdhjiEd+ed+fHi+qqSQLv0iq6I+Q0SEi9SAaDQa/XKeTNVfdLwO6gjo0G4njtGg3YAaPL3LbhZAt5zX3YdAC2K3Tnx5dq6FKtsVRrbEu6jM4Y4hHfmrjz44W1VUqSQE6DhNRHRNM0gSuEtZVgb0R3Gw2w4TK3WVKvUpIkgdeLat35ccVaY5HGUKQxwqREYyzSGFqLMNiK6SnEI77tFHr3DAmpr8m079lfNRq4X1qQl52p+/yDLsxm01pZk0Qhb64X1bpFJRRqDIUaY4HaUKA2FGoM+RpDocZQoIaJkT3mayBgRDziO/Or+HFiYQ269wwJqe+oc4fNDo0G5LKmelFteUm+cYZdF04DgOGPA5JGsbC2chU/LkdtyFUbclRMLkw6H1UMTExzxCPeNHePQp+nQULqW/qrXs5sowGNRq2QN+PRQV3aDAxVkHdNVdkqXsxdFXNPbbinNmSrDHdVTLbKcE/dlmSrDK0JA4cQRvzzxafLlNx+/a5n3s5WGYLy8/8ICMhWtRT9MrMef37kNEhIfU0P3jXAYDBQlF6lJI27NhnfGW50mGB0epda4qB2W0CsX4Ft/hj/Yavy6D4y8FrV/ZJVvJg7SipLxWQpmSyVYf+li1xLyzdnz4VDtj7d0ZFraemdcSdLyWSpGLZ+FzIqQwe+FTM8Uf7rw4feeOfdV2ysnd3dkhplLP/dn3/YjRv/io31so3rI0ruQ15QI/z4q+02dnZvzp676+QJOM+XP+0ZPWGCaUyZNQfyflnZb8+1H/DyoJnz5x8NDIR8pkKzbvvWoba2NnZ2bl98ntZMPnj9Lh+vfX24TXS1kF3/HVzHtbT0FAiewvUx5W9j2q2//pxQ15ClYmY6O234ZkeWynAb12795ee4uobHnx85DRJSX9Pf7k/DMIxGo5Y1S4W1lSWFOTlZ6XczU+7dTs2+k5aXnVlSmFNdWQqbeK7gxdxWMmzsOXuWy+VyzDjhZRWwckdliKqq43K5AACv1AxYMX0IHN5RtRt2mfQsfyQw6D/DrE9G8gPzC6e+P2+GkxP7EiysrE7wIgLzi+YsXDhvmSusL9u44W0Hhxu5BccjIvpbDTzFj7qtZK6kpu+7dHHvxQv7Ll346dy5ga8PdVy54raSiRdL+1tZrd/xdWRl7fbDhywGWMWJJLeVzJqtm1+xsf7p/Hm/uzmzFyx0XLnCdNnxYmlAQYnp+p0/cAcAzF6wkF1/JqEHAJyM5D/U6w0tuR9VVRdVVfe7vz/vfo0pn9yEH4+IOBwQEFUjYvkMQu8Zl/CLt/f1O9ls5XJKWnITHlZyf9KMmS4fr7mRW5BB6K+kpic34ez6jwYFHwsLixdL4eSpMtXVtMxMkrqalnHoxo2oqrq/+vdahZwGCamPqTtOAz92A28QEAtrRHXVorpqsbCmXlTb2CBqkjY0SRuEtZUrI2MzCCpTyWSQTKaS2X327H+GWU+ZNWfTzz9nkHSmkklXMlsO/jrdyQkAcDktA5JJzcpTMXFHAoP4NeJ0JZOuZDKVTDqhP5tw85fr173vZLPFDJL2jE/89fp17zs58LHwVGRV3dGw0MOBgSFlVRkkzfKRVXWH/AMi7tfwqkWBRWUsf/1u7q/XfX2yctKVDOTXf//d9sO/wzl/8/U153LTcV0GyYwcN+7bE8fhU4eVVqzZtiVZpkol9BYDrA76+UHe+QN3J3d30/VkKpktB3+1th0RI5ZmkPSnP/4wZY59ZstLYD7d8+PFlLRMJdPfauD6nd9CPqCgBABwLjmFXf//PDwmTJ0GryQ8Orm7j3vzLXMu9wdPT3g903AdAOBYJB9OwpLs0fTSweufQdKL165+c659f6uB0xwdzblc9y2bIH8hOXXIcJshw21GTZxobmGx28MjXckkNSvfmPHecDu7Gc5OA14etHD1h5lKJqmJBAB4pd3+Yv++gYNfsRlpt+qLz5NbipnpSuZoSMiAlwfZ2o2yHTWq/+BBvwcEZiqZG3lF3H795i1fZjPSzm7CBAtLy1Mxsab/XuzKV6G+Z0hIfUx/6zTsDWlwc08lScBQKUmVklSrlPDGaLGwZmVkXBrJpJJ0GsmkKZkfzp79zzDr7YcPT3jn3VSSTlMyaUpmwrTpP5w9CwC4lJaRRjLed3NtR48eMtxm9KTJFpaWe69cSSOZWzLV5NlzbUbavTt//oCXBzl/4J5K0klydUvRcf6Alwc5f+gOn+XLn3+2sLKaPNd+5NixHDOzXR4ecA3uWzdxzDgTp8+wsLScMsd+7hKXNJJJwXWOK1eac7mTZs3hmJnNW7UyGde3rFnJpJFMslxjv8RlwrTpaUqGVyMGAPjmFp65mbjz9Olr93LTlEwqyaSRzKT3Zs93W3WriQyrqB02YsT/HTgAHw6P1/MK/2VheSySD/mp78/7aOe3waWVP5w9ezgkJBnXpZHMzSYCAHAkLBw+ezKus7Cy2n70CJw/laR3enhMmDrN9Ho6ubs7feC+8Yf/DXh5UGhFbZqSSYFOw4ti12/Ks8dUkmavfyrJLFi3mmPG8cktSCOZ69n5L3Be+COcl0LoR4wZ67z6gySZOpWktx3+nduvn39x+bHIaEvL/onNyjQlczXz3qT3ZkeJJLeaSADA5fTbaUpmhpPTum93pJJ0YjMJALiYfjuuQTbw9aGrv9qWiulScP2aHV+9NGSIoL7JL68IAPDRd9+kEPpUkn53/nz7ZcvY12u6fuQ0SEh9Td3Z3ZndMoruJHiXGuwRsIofn0IyLUHQ33ue+88w69AqIceM419yP4WkbxSVD3x9aHBFLQDgfFp6MkFPnD7DftmyWwptCkHv9PC0GGAVWiU8HhNnbmER30QkE7TX3dwJ02fw6hqPx8SaW1jEN5EpJON1N3fi9BkRdQ2RIomFldXvYeEpJJNC0gs/Xjt+6rRkgj4YEsIx41y+fS+FZHzyirlc7twlLskEve3IYQsrq9AqYQrJBJRWvmo7/Ovjx5MJGj585+kzFlZW/Qe/ElRWnULQ59MyOGaceW6rhtrajp40mWPG2XbkcArJJBM0XygZbjfKYoAVx4zj9IF7MkGnEHQyQaeQdDJBz3dze9PBAeYpJDNy/ASH5cssrKwmzZ5rZm7+poPDLbkmhaCtbUe4frYRMsf4AgDAht3/E0gUX+zf//mBAw7Ll1nbjvj8wIHPDxw4FXczhaDnu7vNd3e7JdeMnfLWDGfnFJK+pdACAI7w+HD9rS+k5fqz62kttuTO61ZPnPEeOxwz5c01O77yzS8BAByPjobFWCnO5XJ3nDgRVFZtbmEx03nBrrNneXWNcKr4JhIAcCE9M4Wkpzs5rf12RwrJxDcR0Gnga/EtKIFT+ZfcBwD8HhLik1sIALiWnQ8n+Wjnt2/ZO8Dr2WH9yGmQkPqauuM0Dxa7P80KfnwSwSQSNIydnucGDrNOJJgp9g6f7d+fSNAb9/7ksuGTkNp6AIBnanpwjRgA8Nm+fb9HRP4eEXkwNPRfFpZ7rl4LKK81t7CYvmDBd2fP8YRSOJtpMVwoYZ/lJk4nYLpr+SV7rl6buWjhiLFjEwl6xZZNE6bPSCRouJ63HR1nLXFJJOip8xynznOET/d7ROS7zs6zFi1ip/LKKfg1MORdZ+eR48aH1jUciYwCANgvWxYv1yQS9Gf793P79QutFsfLNW/MmjN5rsMBP//Nhw5Zjxz5xS+/sJOEC6Xcfv32ePvAYRLBvDbcpr/VwMDKukSC9i2+b87lbj5yGF4fjhlnmpPz0s8/HT56tO2oUZuPHI4QSmYsXDhj4cLRk6YMeHnQewsXzli4cOe584kEPc/dbZ67WyLBXMi8a87lfnP6TIJCCwA4zOOzz256/VujXSWJYJzXrXb9/DN2OG/Vynnubkf5AgAAr76Z5e0mTvx0794kgjmTnDrX1XXAy4M4ZmbzVqzgSxQCKQEAOJuemUjQ05ycV3+zI5GgYfFc+u2d585bWFmZrqf/4EG7Lly4mlsIAAiuqYenPvlx96Q59kmdlpdI0CuQ0yAh9TH1rNMk4PRNgobHbzzODRxmnYDTW//8c9zUaQk4NWrylCPRMUG19QCA0ylpZ1IzAAATZ86aNMeejR+8vBNw+nRK2hxX1/5WAzlmZg4rlkc0KhJw6lRy5yK9Zud3FlZW/7WxmbXEZeaChSPGjL1J0O+5uDh++EEC3rKS5Zs2vbfEJQGnR46fMHzUKNOnW7D+I7jgBJyCfGSj3MKy/44znhezcgEAh3hRcJKg2nqOGee30PDfI6M4ZmY3Kuogv/34sZeGDIlXaOHw/w4eHGprG6/QshOOmfLW/LWr2eH0BQvmubvDJz0YwV+04ZM1O7+7ll9iN37CL4Eh7AX8+vTpcVOnmV5P6DRwkvW7//fvlwddL64EABzi8U3Xz/JwaFJsAZzXrR4/bTo7tB4xYuPevd6FZQCAA/5BsBhS18Ax4xzwDwqsqfdIy0jA6Ri5+ueAYG6/F3ec8eRLCQCAR1pmAk5Pc3L+8JsdNwmaL8Vh8aggFgDgmXEbTnU+8y4A4Gxm1pWcQgBAULUYrmf97h8mzbY3WWrb+pHTICH1NfWs08ThdCxGxeF0DN7iNHE4HVBTb2Zu/kto+FBb21iMCqgWAwBOpaQH1NQDAHZfuw75OJw+npgcKm4OqGs8k5YZg1MCueZAQPC/LCy3nzwVVNd4Ji0zDqejZGq2+GtIGMfM7NjNpDicjsGpNTu/sx09Jhajlm3aZGNnF4fTcD1j3po6w8UlDqffdnR8z8UFPlcMTl3KKbxaWB6LUS6ff7rPLwDyArnmteHD1//4Y3iD3Mzc/JfgUMh7FZQCAM7dyd524uSQ4TYQjsPp3/kCAEBATT0cTppjv3zzJjg/rMxdutTBbRXLT5j+3qrt22Jw+lBktFdBGXztAdViM3Pzy7nF7AX86vSZcVOnmV7P993d3nd3g7lArhnz5ttvzXMEAPwWzmcnN+XZCvt64XD+2tUcM84hXlQsRn13/gK334vn7mQLMGrctOnvzHfyu18bJsFXbNncf/CggJr6E7dSzLnc81m5cTh9o1LY32rgHh8/npQAAMB/DvsVy+evWyOQa8KlOCzypeTwUaPmubsHCyUhQun7H3xgbTuCL1NfyikEAARUi+F6Pt69e9Jse3bBputHToOE1NfUs04ThVMCjIrG6Wic3uHhOXDYUAFGReHU246ONiPtlm76MgqnbtTUAwBOJqdF4/QkB4eJ7825WlodjdNbjh3rP3iQb4XwWFKqOZfreSdHgFF+1eL+g1/5/sq140mp5lyux51sAUbdqKmHxb2Bwdx+/XyrRAKMulpabTPSbtiIEdE47ZmVwzHjbDxwwK+mfvPRoy9wXpjh4iLAqO2nTptzub/yogUYdbWk6qVXX9t64mQ0Tq/bvXvkG5MCRdJIueaz334zMzc/nZElwCjHj9ZOmDErVILzpOSizzZa29nxMd2l/FJzLnf7qdPROB0glMxYuHDMm29H4zR8pQNfH/q15zl4EWDlYJTgXxaWfyYmR+P0r7xojhnnkCA2GqdXbNv6jpMzX6bmY7r569bMcXWFPHyg553sby9eMb2eDm5uDm5ukBFg1Jnb98y5XADArxF8AdaCmfIsyRZh7rh29di33xlsYz1wmPVLr772/ZVrkL+UWzzmranmXG7/wYOGjxp1LCkV8iu2bxv4+lCbUaPMzM0XfLKeL1OHSQkAwMnUjCic2nr8+AucF0aOGw+LJ1IzonH6ZHKa7dixXEtLiwFWI9+YdDGvJBqnL2YXAABuVIngetbt3v3GbHv29ZquHzkNElJfUw86jSs/no/TfJzi4xQPo7Z7eA4cNpSP03yc3nLyFADgj6Q0Pk75Vtez+eWiygkzZnHMzF63HWE7Zuyuqz6QX7F920uvvmYzerQ5lztv3ZqwZjUPo0yLjmvXhDWreJh+mvMCC6uBoyZPsRk9+qM9e8zMzf2FUj5O77rmaz3SjmPGmThz9jRn59nLl/Nxiofpl23dwjHjvG474t9Dhjh/sp6PU3yc9hc1269a9dKrrw22sek/eNCOCxd4GMXHKd/ahrcdnSws+w8cNtTazs7jbj7kd17x7j/4FeuRI7n9XrSb8ua57IIWvloMADiWmgkvQuvVoDcc+Nmcy7Ueace1tPzs4CF4fa5Xid6YbT/Yxvq/NjaTHd73F0pYno/TcELT6wmdBp6FxbW7dwMAfgnnd8mbrIE2XY/j2tWOa1eHNqk87uZFKHQdeK/SmstFlR3Wz8OoM1m5QQ1ydip/UXOEQstePZ9KER+nAsSyCIUWPmOEQnepoMy7oo6dP0KhDRA387CWaUOblEGNeJev1xU5DRJSH1PPOk0YToXhdChGheFUYJPKT9QUhlOhGBUm1/jUSWA9WKH3E0rD5Fo4DMPpS+W1nnkloRgFK/AYJNeeuJPjJ24OxagIrGXacIX2ZFaur6gZYpD0qWnwzCkKkmtDMcpXKAmRac7llZ66mxeKUSEydRhOz1y6dNHnn7L8jXrFydv3gprV7NPB+W/UeAvGxwAABFpJREFUK45lZAVLlWwdJl4VQs+cItPlRWBUYJPqWMbd8wVlpvUgudZXKAlW6E0fDvkACfFnelZgk5K9PhC4cr/Wp6ahM89ibOLfgPk3YOz1CcWoYIXeVygJalZ3yXe4nuzw/TWr561e3X3+r9bz5HjkNEhIfU096zRBCioQa4tgjO4yZ7EnxO+6HsDt9+KeUN6VSvG285fMudx9vOhnuJ5exS/f8fXyr7/uPevpzCOnQULqa+pBp1nCj/fDKF8F5aegWhKTIww/RUuFTZ4Qv+7n38a+N+fFAVZjZ87edsX7ma8H8d3nlyCnQULqY+pZp/FWUN4KyltOtSSdhj5dFRGPeNMichokpL6mnnUaLznlJacuy/VecspLQcEhzC93OtWSIx7x7XnkNEhIfU096DSL+fGX5BSMC3Lqgkzfksv0F9hiS6VliHjEd+aR0yAh9TX1rNOclVFnZfqzMr2nnPKUw5yCQ7YOi6ZnEY9407OLkdMgIfUx9ZTTNDaIFvPjT8soGKdk+takc0V/WkadatazFcQj3pRHToOE1NfUU04jaRSvjIhZEB7jFBY9P4TvGMqfH9ISprlpwLrpEfH/cN4pNGpBRMzKiJiGeiFyGiSkvqMecRqNRt0kbSgrzktLjhfwgsOD/cKCfFGgeKiICLkRExmSnpJQWpQrldSrVUrkNEhIfUSP7zQGg0Gn0yrkzXU19wtyszLTElNuxaQkClCgeKhITYq7nX6rIDerrua+XNak1WoYhnm0r0nkNEhIvUs94jQUpVcpyWZpo7C2qrK8uKw4DwWKh43ykvzK8mJhbVWztFFJEnq9zmAwPNrXJHIaJKTepcd3GqPRCLd/VilJTCGTNUmapA0oUDxsNEsbZU0STCFTKUmdTsswDHIaJKQ+oh5xGrj3M0XpdTqtRqNGgeKRQ6fTUpT+cWzGiJwGCam3qUecBspgMEDLQUJ6ZMGvosf8UkROg4TUu9SDToOE1EuEnAYJqXcJOQ1S3xNyGiSk3iXkNEh9T8hpkJB6l5DTIPU9IadBQupdQk6D1PeEnAYJqXcJOQ1S3xNyGiSk3iXkNEh9T8hpkJB6l5DTIPU9IadBQupdQk6D1PeEnAYJqXcJOQ1S3xNyGiSk3iWappUkgZwGqS8J7IskcAVyGiSk3iLoNGJhDdgXiQJFnwmSwJHTICH1FtE0rVYpGxtEJYU5mWmJt+L4N2N4KFA8j5F8M/pORlJZcV5jg+ivNodGToOE9AzEMIxWq5HLmoS1lSWFOXnZmTlZ6ShQPHeRey+jIDervCRfVFetkDdrNGqmqy07kdMgIT0DsTtmypqlDfVCUV21sLYKBYrnMcTCGkmjWCFvVquUFKXvcvcB5DRISM9GDMPo9Tq1WqUkCQJX4JgcBYrnLghcQRK4SklqNOoH7KWGnAYJ6dkIbl9G0zRF6fV6HQoUz2lQlJ71mL/aTg05DRLSM5YBCen514O/yJHTICEhISE9Wf1/N/3e3z/0gYkAAAAASUVORK5CYII=" 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索引文件存储大量元数据,数据文件存储大量消息,索引文件中元数据指向对应数据文件中message的物理偏移地址。其中以索引文件中元数据3,497为例,依次在数据文件中表示第3个message(在全局partiton表示第368772个message)、以及该消息的物理偏移址为497。

从上述了解到segment data file由许多message组成,下面详细说明message物理结构如下:

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" 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关键字 解释说明
8 byte offset 在parition(分区)内的每条消息都有一个有序的id号,这个id号被称为偏移(offset),它可以唯一确定每条消息在parition(分区)内的位置。即offset表示partiion的第多少message
4 byte message size message大小
4 byte CRC32 用crc32校验message
1 byte “magic" 表示本次发布Kafka服务程序协议版本号
1 byte “attributes" 表示为独立版本、或标识压缩类型、或编码类型。
4 byte key length 表示key的长度,当key为-1时,K byte key字段不填
K byte key 可选
value bytes payload 表示实际消息数据。

在partition中如何通过offset查找message

例如读取offset=368776的message,需要通过下面2个步骤查找。

  • 第一步查找segment file

    其中00000000000000000000.index表示最开始的文件,起始偏移量(offset)为0.第二个文件 00000000000000368769.index的消息量起始偏移量为368770 = 368769 + 1.同样,第三个文件00000000000000737337.index的起始偏移量为737338=737337 + 1,其他后续文件依次类推,以起始偏移量命名并排序这些文件,只要根据offset **二分查找**文件列表,就可以快速定位到具体文件。

    当offset=368776时定位到00000000000000368769.index|log

  • 第二步通过segment file查找message通过第一步定位到segment file,当offset=368776时,依次定位到00000000000000368769.index的元数据物理位置和 00000000000000368769.log的物理偏移地址,然后再通过00000000000000368769.log顺序查找直到 offset=368776为止。

从上述图3可知这样做的优点,segment index file采取稀疏索引存储方式,它减少索引文件大小,通过mmap可以直接内存操作,稀疏索引为数据文件的每个对应message设置一个元数据指针,它 比稠密索引节省了更多的存储空间,但查找起来需要消耗更多的时间。

高效性的保证

每条消息都被append到该partition中,是顺序写入磁盘的,在机械盘中随机写入的效率是很低的,但是如果是顺序写入效率非常高这是kafka高吞吐率的一个很重要的保证。

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" alt="" />

每一条消息被发送到broker时,会根据paritition规则选择被存储到哪一个partition。如果partition规则设置的合理,所有 消息可以均匀分布到不同的partition里,这样就实现了水平扩展。(如果一个topic对应一个文件,那这个文件所在的机器I/O将会成为这个topic的性能瓶颈,而partition解决了这个问题)。在创建topic时可以在$KAFKA_HOME/config/server.properties中指定这个partition的数量(如下所示),当然也可以在topic创建之后去修改parition数量

# The default number of log partitions per topic. More partitions allow greater
# parallelism for consumption, but this will also result in more files across
# the brokers.
num.partitions=3

在发送一条消息时,可以指定这条消息的key,producer根据这个key和partition机制来判断将这条消息发送到哪个parition。 paritition机制可以通过指定producer的paritition. class这一参数来指定,该class必须实现kafka.producer.Partitioner接口。本例中如果key可以被解析为整数则将对应的整数与partition总数取余,该消息会被发送到该数对应的partition。(每个parition都会有个序号)

对于传统的message queue而言,一般会删除已经被消费的消息,而Kafka集群会保留所有的消息,无论其被消费与否。当然,因为磁盘限制,不可能永久保留所有数据(实际 上也没必要),因此Kafka提供两种策略去删除旧数据。一是基于时间,二是基于partition文件大小。例如可以通过配置$KAFKA_HOME/config/server.properties,让Kafka删除一周前的数据,也可通过配置让Kafka在partition文件超过1GB时删除旧数据,如下所示。

  ############################# Log Retention Policy #############################

# The following configurations control the disposal of log segments. The policy can
# be set to delete segments after a period of time, or after a given size has accumulated.
# A segment will be deleted whenever *either* of these criteria are met. Deletion always happens
# from the end of the log. # The minimum age of a log file to be eligible for deletion
log.retention.hours=168 # A size-based retention policy for logs. Segments are pruned from the log as long as the remaining
# segments don't drop below log.retention.bytes.
#log.retention.bytes=1073741824 # The maximum size of a log segment file. When this size is reached a new log segment will be created.
log.segment.bytes=1073741824 # The interval at which log segments are checked to see if they can be deleted according
# to the retention policies
log.retention.check.interval.ms=300000 # By default the log cleaner is disabled and the log retention policy will default to
#just delete segments after their retention expires.
# If log.cleaner.enable=true is set the cleaner will be enabled and individual logs
#can then be marked for log compaction.
log.cleaner.enable=false

这里要注意,因为Kafka读取特定消息的时间复杂度为O(1),即与文件大小无关,所以这里删除文件与Kafka性能无关,选择怎样的删除策略只与磁盘 以及具体的需求有关。另外,Kafka会为每一个consumer group保留一些metadata信息–当前消费的消息的position,也即offset。这个offset由consumer控制。正常情况下 consumer会在消费完一条消息后线性增加这个offset。当然,consumer也可将offset设成一个较小的值,重新消费一些消息。因为 offet由consumer控制,所以Kafka broker是无状态的,它不需要标记哪些消息被哪些consumer过,不需要通过broker去保证同一个consumer group只有一个consumer能消费某一条消息,因此也就不需要锁机制,这也为Kafka的高吞吐率提供了有力保障。

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