Redis击穿、穿透、雪崩产生原因以及解决思路

<h2 class="rich_media_title" id="activity-name">Redis击穿、穿透、雪崩产生原因以及解决思路</h2><div id="meta_content" class="rich_media_meta_list"><br></div><div class="rich_media_content " id="js_content" style="text-align: justify;"><h1 tid="tid-Se3Aik" style="text-align: start;"><span><strong>击穿</strong></span></h1><p style="text-align: left;"><span>大家都知道,计算机的瓶颈之一就是IO,为了解决内存与磁盘速度不匹配的问题,产生了缓存,将一些热点数据放在内存中,随用随取,降低连接到数据库的请求链接,避免数据库挂掉。需要注意的是,<strong>无论是击穿还是后面谈到的穿透与雪崩,都是在高并发前提下</strong>,当缓存中某一个热点key失效,</span></p><p style="text-align: left;"><img 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" alt=""></p><h2 tid="tid-jiJPr8" style="text-align: left;"><span>为什么会有击穿发生呢?</span></h2><p style="text-align: left;"><span>有两个主要原因:</span></p><p style="text-align: left;"><span><strong>Key过期</strong><br><strong>Key被页面置换淘汰</strong></span></p><p style="text-align: left;"><span>对于第一个原因是因为在Redis中,Key有过期时间,如果某一个时刻(假如商城做活动,零点开始)key失效,那么零点之后对某一个商品查询请求将全都压到数据库上,导致数据库崩。</span></p><p style="text-align: left;"><span>对于第二个原因,因为内存是有限的,要时时刻刻缓存新的数据,淘汰旧的数据,所以在一定的页面置换策略(常见页面置换算法图解)中,淘汰数据,如果某些商品做活动之前无人问津,势必会被淘汰。</span></p><h2 tid="tid-SFZZEX" style="text-align: left;"><span>应对击穿的处理思路</span></h2><p style="text-align: left;"><span>正常的处理请求如图:</span></p><p style="text-align: left;"><img 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" alt=""></p><p style="text-align: left;"><span>由于key过期在所难免,高流量来到Redis时,根据Redis的单线程特性,可以认为任务是在队列里依次执行的,当请求到达Redis发现Key过期时,进行一个操作:<strong>设置锁</strong></span></p><p style="text-align: left;"><span>这个流程大概如下:</span></p><ol class="list-paddingleft-2" style="text-align: left;"><li><p><span>请求到达Redis,发现Redis Key过期,查看有没有锁,没有锁的话回到队列后面排队</span></p></li><li><p><span>设置锁,注意,这儿应该是setnx(),而不是set(),因为可能有其他线程已经设置锁了</span></p></li><li><p><span>获取锁,拿到锁了就去数据库取数据,请求返回后释放锁。</span></p></li></ol><p style="text-align: left;"><img 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" alt=""></p><p style="text-align: left;"><span>但是引出了一个新的问题,如果拿到锁去拿数据的请求然后挂了怎么办?也就是锁没有释放,其他进程都在等锁,解决办法是:</span></p><p style="text-align: left;"><span>对锁设置一个过期时间,如果到达了过期时间还没释放就自动释放,问题又来了,锁挂了好说,但是如果是锁超时呢?也就是在设定的时间里数据没有取出来,但是锁由过期了,常见的思路是,锁过期时间值递增,但是想想不靠谱,因为第一个请求可能超时,如果后面的也超时呢,接连多次超时之后,锁过期时间值势必特别大了,这样做弊端太多。</span></p><p style="text-align: left;"><span>另外一个思路是,再开启一个线程,进行监控,如果取数据的线程没有挂的话,就适当延迟锁的过期时间。</span></p><p style="text-align: left;"><img 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" alt=""></p><h1 tid="tid-Yidjdt" style="text-align: start;"><span><strong>穿透</strong></span></h1><p style="text-align: left;"><span>穿透主要原因是很多请求都在访问数据库不存在的数据,例如一个卖书的商城一直被请求查询茶叶产品,由于Redis缓存主要是用来缓存热点数据,对于数据库都不存在的数据,是没法缓存的,这种异常流量就会直接到达数据库并且返回"没有"的查询结果。</span></p><p style="text-align: left;"><span>应对这种请求,处理办法是对访问请求加一层过滤器,例如布隆过滤器、增强版布隆过滤器、布谷鸟过滤器,详情见:Redis布隆过滤器与布谷鸟过滤器</span></p><p style="text-align: left;"><img src="data:image/png;base64,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" alt=""></p><p style="text-align: left;"><span>除了布隆过滤器,可以增加一些参数检验,例如数据库数据id一般都是递增的,如果请求 id = -10 这种参数,势必绕过Redis,避免这种情况,可以对用户真实性检验等操作。</span></p><h1 tid="tid-nzKb8B" style="text-align: start;"><span><strong>雪崩</strong></span></h1><p style="text-align: left;"><span>雪崩,和击穿类似,不同的是击穿是一个热点Key某时刻失效,而雪崩是大量的热点Key在一瞬间失效,网络上很多博客都在强调解决雪崩的策略是随机过期时间,这个非常不准确,举个例子,银行做活动,之前这个利息系数为2%,过了零点系数改为3%,这种情况能将用户的对应的key改为随机过期吗?如果用的过去的数据叫脏数据。</span></p><p style="text-align: left;"><span>明显不可以,同样存钱,你存到年底利息300万,隔壁才200万,这不得打架啊,开玩笑~</span></p><p style="text-align: left;"><span>正确的思路是,首先要看看这个Key过期是不是时点性有关,时点性无关的话,可以随机过期时间解决。</span></p><p style="text-align: left;"><span>如果是时点性有关,例如刚刚说的银行某一天改变某系数,那么就要利用强依赖击穿方案,策略是先过去的线程更新一下所有key</span></p><p style="text-align: left;"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA7cAAAGfCAYAAACEBCVxAAAgAElEQVR4Aey9ebgVRZrue/64zz3nnh5O9+m5q08dq6q7uruqy1bmaTPPCIIyqYCoDILgACLgBMioiAiiCIooTgiOoGVRoqBQiIioBSitqFglikOJlCKiSNznje27jJ07c405rbXe4EkiMzLiiy9+EZkr3p3TfzMKIiACIiACIiACIiACIiACIiACIlDmBP5bmfsv90VABERABERABERABERABERABETASNxqEIiACIiACIiACIiACIiACIiACJQ9AYnbsu9CNUAEREAEREAEREAEREAEREAEREDiVmNABERABERABERABERABERABESg7AlI3JZ9F6oBIiACIiACIiACIiACIiACIiACErcaAyIgAiIgAiIgAiIgAiIgAiIgAmVPQOK27LtQDRABERABERABERABERABERABEZC41RgQAREQAREQAREQAREQAREQAREoewISt2XfhWqACIiACIiACIiACIiACIiACIiAxK3GgAiIgAiIgAiIgAiIgAiIgAiIQNkTkLgt+y5UA0RABERABERABERABERABERABCRuNQZEQAREQAREQAREQAREQAREQATKnoDEbdl3oRogAiIgAiIgAiIgAiIgAiIgAiIgcasxIAIiIAIiIAIiIAIiIAIiIAIiUPYEJG7LvgvVABEQAREQAREQAREQAREQAREQAYlbjQEREAEREAEREAEREAEREAEREIGyJyBxW/ZdqAaIgAiIgAiIgAiIgAiIgAiIgAhI3GoMiIAIiIAIiIAIiIAIiIAIiIAIlD0Biduy70I1QAREQAREQAREQAREQAREQAREQOJWY0AEREAEREAEREAEREAEREAERKDsCUjcln0XqgEiIAIiIAIiIAIiIAIiIAIiIAIStxoDIiACIiACIiACIiACIiACIiACZU9A4rbsu1ANEAEREAEREAEREAEREAEREAERkLjVGBABERABERABERABERABERABESh7AhK3Zd+FaoAIiIAIiIAIiIAIiIAIiIAIiIDErcaACIiACIiACIiACIiACIiACIhA2ROQuC37LlQDREAEREAEREAEREAEREAEREAEJG41BkRABERABERABERABERABERABMqegMRt2XehGiACIiACIiACIiACIiACIiACIiBxqzEgAiIgAiIgAiIgAiIgAiIgAiJQ9gQkbsu+C9UAERABERABERABERABERABERABiVuNAREQAREQAREQAREQAREQAREQgbInIHFb9l2oBoiACIiACIiACIiACIiACIiACEjcagyIgAiIgAiIgAiIgAiIgAiIgAiUPQGJ27LvQjVABERABERABERABERABERABERA4lZjQAREQAREQAREQAREQAREQAREoOwJSNyWfReqASIgAiIgAiIgAiIgAiIgAiIgAhK3GgMiIAIiIAIiIAIiIAIiIAIiIAJlT0Dituy7UA0QAREQAREQAREQAREQAREQARGQuNUYEAEREAEREAEREAEREAEREAERKHsCErdl34VqgAiIgAiIgAiIgAiIgAiIgAiIgMStxoAIiIAIiIAIiIAIiIAIiIAIiEDZE5C4LfsuVANEQAREQAREQAREQAREQAREQAQkbjUGREAEREAEREAEREAEREAEREAEyp6AxG3Zd6EaIAIiIAIiIAIiIAIiIAIiIAIiIHGbgjFw8LNDpl2fIeYHJ9bEslx4+YwUtFouiIAIiIAIiIAIiIAIiIAIiEB4BCRuw2NZtKVNW7dbUTtuyrVm5WO/imxZes+D5uT2vW1dRTurgiIgAiIgAiIgAiIgAiIgAiKQQgIStynolGe3bDM/bdbF7Hnr3ciXSTNukLhNQZ/LBREQAREQAREQAREQAREQgXAJSNyGy7MoaxC3P6/pEbmwhXi+as5CiduiekmFREAEREAEREAEREAEREAE0kxA4jYFveMVt9cuutP0GnKx6T/8slCWLgNHm7VPPWfFs8RtCjpcLoiACIiACIiACIiACIiACIROQOI2dKSFG/SK29GTZpsmXQeFuqx48AmJ28K7RiVEQAREQAREQAREQAREQATKhIDEbQo6yitud+55y2x7ZXeoC5/n1ZXbFHS4XBABERABERABERABERABEQidgMRt6EgLN+gVtxSiUcQSt4X3j0qIgAiIgAiIgAiIgAiIgAikn4DEbQr66LF1T5maXv3N9PmLSlhuMtPn516GjB1vmnTtnYJWywUREAEREAEREAEREAEREAERCI+AxG14LIu2pCu3RaNTQREQAREQAREQAREQAREQARGwBCRuUzAQJG5T0AlyQQREQAREQAREQAREQAREoKwJSNymoPu84vb6xXfbNyW37n2eCWNp2m2QWXL3Q3pbcgr6Wi6IgAiIgAiIgAiIgAiIgAhEQ0DiNhquBVn1itvLpt8Y6meA8FmhmQuWSdwW1CvKLAIiIAIiIAIiIAIiIAIiUE4EJG5T0FsStynoBLkgAiIgAiIgAiIgAiIgAiJQ1gQkblPQfV5xu2rtejNxxsJQl8fXb9aV2xT0tVwQAREQAREQAREQAREQARGIhoDEbTRcC7LqFbdRfN+WNvWd24K6RplFQAREQAREQAREQAREQATKhIDEbQo6SuI2BZ0gF0RABERABERABERABERABMqaQEWI20EXTDK9howt26XzgBHm5I59TdczRwUu/Udcal7fu8/eWsyrsMXEunJb1sernBcBERABERABERABERABEQggUBHitkGn/uaGJSvMmnUbKnK5eflKgzbufuMdiduAgaxkERABERABERABERABERCB6iZQMeJ2/4GPKrYnD3/5pcRtxfauGiYCIiACIiACIiACIiACIhAGAYnbMChGbEPiNmLAMi8CIiACIiACIiACIiACIlD2BCRuy6ALJW7LoJPkogiIgAiIgAiIgAiIgAiIQKIEJG4TxZ9f5RK3+XFSLhEQAREQAREQAREQAREQgeolIHFbBn0vcVsGnSQXRUAEREAEREAEREAEREAEEiUgcZso/vwql7jNj5NyiYAIiEDUBB599FHToEEDM2TIEHPw4EFz5MgRc/nll9s0pLvLwoULrTvMwzJeH99++23To0cPWxYxtosNqNP1IZ91+okY7WNA++Az2oc20E/mZz5vzHJB7XXzb9++3frrtYlt+O76g3Jk6U3HviBbbn3uOv102zd48OCc/OkDy7k23XWOFfilIAIiIAIiEA8Bidt4OJdUi8RtSfhUWAREQARCIUDxRMEYJN4ozChqWA5ih4KKNhDnEkmlOk+R5RWQrl0KV/hDv+kr/WOebHZgk+WC+Lj1elnlKk+W8POpp56y4ttl6bfuJ4Tdeti++++/3/6RIdcfGMhh1qxZmT9KsF6XDbmTp9turYuACIiACERDQOI2Gq6hWpW4DRWnjImACIhAwQQoqiiEXAGHfRBEiJnPFTlYd4Uervwh7YMPPrDClnkR037BDmYpQJHFeoKyum1atmxZ1ivAFIC8iklxlytm+8jJmx++wk9vOrZRBgHicuzYsVbcum2hTb92koGf3aA0PzuoD7bYftZJ38gDZVkn97m+al0EREAERCAaAhK30XAN1arEbag4ZUwEREAECiJAwRIkgiDYcBWP+10hS/EDoUOxQ/GGfVhHfqxDMCFP2MGtF/XlK7YodilIecUSNrwBNpmP5ciB/Nx6sQ5etEUfeTWUtlAP97nlWT/Kk7tfTBHK/G5MP9263P1+62wL7cI3riM/98OvbH772VaaCIiACIhA6QQkbktnGLkFidvIEasCERABEciLAAURhIs3UMxQLFHouKILz3RCDLlp3nU/2966CtmmX6zHFWPZ7LCtbE+QuHXbCVHHchS3FKC0gzqDxC2uyGJxhSz937JlixXQaAdtu/57bbr7sA47rg/008sD+fzswwYZsAzbRrYQ56hD4tZLX9siIAIiEA8Bidt4OJdUi8RtSfhUWAREQARKJkCBRRHDmGKM224MkbN69eqMkKUggjMQP0ECqmRnPQbouyu4vHW7Ii3fZ1lRhoECF2VxuzXsY8E6bnF2RSXKeIUofUTM244hPhHoGwUvtmEbdbm8g9ZZ9+7du2059gPFLcqhXgT6AZHK+u2O7/6jL7ABf+AHfUYantuVuHWJaV0EREAE4iUgcRsv76Jqk7gtCpsKiYAIiEDoBCiIKIbcCii63nnnHSt6sI3gCjmuBwkxpKMcRVS2fN59rM/1CesUbNzPbYo+5qdviN1ybCuvWtKOm8frS7ZtlGdd3nwUh0inf8iPbfqFbYhK9AXt0Ee2hf1EG0ynCEc6RThsQ5jiqjrW3faxHGP6gvy8Fd0V2ps3b5a4JawyjtnPGA8ce9407vOOMR5fHK8ci9nGFfJiTOEYYwga29zvxqzTexy4ebzrLEM/vfv9tsmgkHqKKeNXt9JEIF8CErf5kkowXxTiduXKlebzzz9PsFWqWgREQATKhwCFHSe0jN0JK9ZdoYNJI8UUxRhanM9kN0wynMS6vvqlcTLt+s2JPfwhA9eO10/sIxvGfhNh1kVb9Acx+aA8tpHHnfhjmzxph3V5Y6/woL9+fqIs/WE+bwzx6r5sa8yYMZn2wkdcHUadsMM2wUeF8iTAMY8+RJ+644nHdq40jGf+IQRjwg1B49Dv7gm3HtcG1jnWvPaZj/u9x0fQdpAdHm9BvnB/kF1vuo4N9pDiMAlI3IZJMyJbQeJ22ZNvmuXr9po9b72b93LVnIXmp//Z1P4YT5w4MSKPZVYEREAEKosAJ7mc9FGAuWII6xBdED8UY97JHvJ409wJH0VbmPQ4sXV9hX2k009s0y/EXHf9IQOvHZTlRB/2UBblsPDWYW8Z2mc6fSRf7McEGnUij+sntmEbV3mxgB/LkRv7x52EM83ljXXkoR23vbTljb3cyAV2UAdi+Mg2oS0K5UmAfYs+RJ+644lj3k1jfvcOBO944zbsMcA+xzjHKcci9qEMxxH30062mDa8Y5b1emPaRn6O32z23X3I7/UVbUQe7HODN5+7T+siUCoBidtSCcZQ3k/cLnj0DfOzC1+1y62Pv1mQuP3hf7Yy7du3tyecpUuXxtACVSECIiAC5U2Ak1ZO0jgJdCeoWOdkkq3lBJETU6RzwodJH/Mzzc1HG6XG9MH11c+md8KJbbcMGbhpsMNybAvZeLc5eXfL0BZ9JF/XP+Rxy2Ib7CAqcCXVnWB71yk8WAb7aYt+Mg/bgTxY9/MTafCRNrBN2yhDwYM0tom2rEH9VxYE3LHA8cB+DhpjHAvu2EAabXnT3X2uTRw3GJNuGteDxhLHmt/x4wXOvGgPArd5HHjzY5ttD6qfZWiL/uaK6QPLKxaBMAhI3IZBMWIbfuJ26r3/lRG3sx74r4LE7Q9OrKkzIdi4cWPELZB5ERABEShvAhR23smaOznDOgVdUGtpB5NAiivazFU2yGaudE44XV+9ZTgBpy+5JrEsD5so4+Znu7ztoR+IvfWxXuxzA8UibXm3acdbjj5wwg7ueKYWMQP7gnmYzjYhdn3mfqRRqDCvt37kdfOxrOLyIJCt7zjm3DGPVnE8cWwgjeMVYwxj2FsG29iHP9KgHO504DecXTscz97ypAl/cQz5jUPm4Vj1jvf333+/zrnIzwbKuv7QZlAMP+GPWxfbUIidIPtKF4FsBCRus9FJyT4/cbtt1z4zfNFrZuTNr5ntu/cVLG7RtDvuuMOefNq2bWt+97vfpaS1ckMEREAE0keAE1dO/DhRcwUQJnPYdgMnlBRv3pj5OTn1s+HaK2adtlmXnw3s43621eurd5v5vfbIhoLUux/bnPzSBn1ETEHg1od0Bqxzkk873A97bjnmY1nE+eRhfuT1TsZRF9LyeY7SndzTpuL0E0Afu+M31zGBccZx5Y4X2MF45IvGsM00lMGSTdxC7MIen8F163HHebZ1+IVy2fJ498FHBr/j0c3vtpdlUB+CX72ubeZXLAJhEpC4DZNmRLb8xG0hz9m6efHMLa7cMlxxxRX2hNe7d29z6NAhJisWAREQAREQgaomwEm9BGr1DQMKVYg4ikvEEGYUbIjddZah2KMg5jZFLWxiHVdMWd4VixDVrqjFHQfI53fllz1D24iDAv3x5glKpx0eB67Yxz6ms33Mj9jbLmwj5OOna0frIlAMAYnbYqjFXCZKcfvFF1+Yvn37WoE7bty4mFum6kRABERABERABEQgnQQgyiDeKDYhzijcELvr+AQY8yEdYpDiGAKSIhL73MA7HVyRiDzYxoupENMey0JIu/m9opF1IR8D87hCOmjdLUf/vH/kobh1RS/TYJc24DO26Tv8wT63HH1ULAJhEJC4DYNixDaiFLdw/b333jMdOnSwJ5/FixdH3BqZFwEREAEREAEREIH0E4AghIikaA0SgxRuiJEft6xDvLEcxCaCn6ij+EM5XKV1b1OmHX47m/XATqHi1qXtilAKaLTVL1AUe/dT9LoilXmDOHnTvTb96leaCBRKQOK2UGIJ5I9a3KJJL7zwgmnUqJEVuDgZK4iACIiACIiACIhANROA+HJFJFhQjCLGfveKJtLc/MwLUYd8H3zwgRW9LOOKTOSBaGXs7kO6G0oRt7yqSz+57Sc0/QQs/ci2z+VEQctvQoOJgghESUDiNkq6IdmOQ9zC1bvuusueVNu0aWP27dsXkvcyIwIiIAIiIAIiIALlRwAi0r0yiRa4gpXCjcLQK26RjjyuDYpC2MZ+vyu8FLYQoHxxGQUxfEBZ1p0tRj4G1ov8bnqQuHV94JVn2kLMcq5fbjrqAQ/yQswy3Ofa07oIhEVA4jYskhHaiUvcoglTp061J8xevXqZzz77LMJWybQIiIAIiIAIiIAIpI8ARSmFoLuNNKZTAFIsuuKW+1A2KCxbtswKPrccRWiQIA6y5aZTRNIvxPDZ9YWiE+m8iuvaQBlvOu2SgXc/64FtBtbjl0b/mFexCIRBQOI2DIoR24hT3H755ZdmwIAB9iSIb60piIAIiIAI1BLwm3Tmw4bl3MkdynGi6L3yQZucHLuTXO7Lp7yb113nZNNvUuvu4wTWjd3JsWvTXaeNIL/dvFjnhNi1jXXU62XmLUtGyE/OXn+ZJ4gz+8E7UffWFbTNevNtb5AdpYuACIiACJROQOK2dIaRW4hT3KIxeD19x44d7cRi0aJFkbdPFYiACIhAORCgCPKKJIozV1S5QolCzSvWguyRBUVZkGjyK09hSV9Qdy7/WB9ilvdeUaEN2HOD2zbWmSuGLdpDXvLEbw8D7eYSt2QAO3hfBFjBNtNxSyf6wvXJbQPzufvddfpGv/xiiVs/KkoTAREQgWQISNwmw72gWuMWt3Bux44dpnHjxnZC8OSTTxbkrzKLgAiIQCURoMh0RQ/XKdRcMYs0dxssINIglDZv3pxBQ2HlJ6Ao7lhPPjHKoB7UvXv3blufK+RQMXwLEsv0E3UhnxuwjXSvPeShuPNrB/aTn5eJXzn6h9s1UR/e5Io3yIJVUMA+3GkEtl5xCztIg9/kTcGMNNTh9Yv5vOnZ6kfebFyDyipdBERABEQgXAISt+HyjMRaEuIWDbnnnnvsD39NTU3WiUUkjZZRERABEUgZAYohiCMsFIEQZK4Q8m4HNYMiKpcoDBJNfuW94pbiDr4GLRR78NNtl+t3HOKWIhg8IGrhLz9TEsTI9ZFi2W0n+gwLGMIGFnBje9y82dbJiGMgW17vPpRREAEREAERiIeAxG08nEuqheL2mhsWmunzbyppGTJ2vGnSpXfe/sycOdNOME455RTz6aef5l1OGUVABESg0gi4opUiEMLFTUebub1nzx4rpih2vAKN4pT7GVNIUewxPSh27dIv5oV/SKP4hm8QevgkCcph2w0s703HNmx6hRrzs7584i1bttThwjK4Qgs/UQcWpMM+6/DWTdbIh3LIh7a5+ViWdSAmL+5jfopj7od91w+Xk7vOPPTX3af1yiHAfuZ48WuZ3xhCPh7r2cr62cs3LR/feD5xj20eA7jrwe98gPrdNvGPTu7xhHX+AY5+ePcHbUfFI19uyleZBCRuy6BfKW53v/GO2fPWuyUtV81ZaH5wYk3erf7qq6/MGWecYScZo0aNMsePH8+7rDKKgAiIQKUQ4ATPO4nD5AyTRYpHtNe7zbKuaEI+Tni96WTGySjrZDpjv/KYrMIX97ZkpiE/fIO9sMVtPpNUTnzhDwIn1my/y83NSw7Mx/YzRl60Gc/cInYn0vSL7UZfMLB+5vHrJ9cPlnNj+oZ6Ic5Rj0JlEuBY4HjxayXzuGMQYwKLm4b1sMYKzwOwiXGIbb/A8Y67OTBuEZgGcYvjBzbYPtdnnDNgl3dSuHUgX9A5yq2Ddv18U5oIhElA4jZMmhHZSlLcokkHDhwwnTt3tie9sE7GEaGSWREQARGIhAAnkDwHcuKHySHW3Umld9tPNMFJ2gwSbRRO3kmxd9stD3/gC8WtN6/ftrc88rCdhMn2eieonBz72fWmjRkzxv6OoIzbNohC+IDnZukLRQLyYt3rD/1CjP1oM78H6or3bC+Uou9sE/vDrcv1w62T624Z+oE0hfImwGPWO4b9tins3PHkjgUKQsQY3xzjYRDicYTxzz/u+NlnPvrKuukzjzO0zz2XkQOPEbddtIHjxbWLPH6cvGnucUZbikUgDAISt2FQjNhG0uIWzXv11VdN06ZN7QlrzZo1EbdY5kVABEQgXQQ4ycMk7p133rGTOU7oMElzJ4TebZb1TjopjLzpbHnQhJT7/cpzssqJJCaaSKN/nIgGXbnlxBSxG1AONr3pbh6u0y+UYTmUJS/kYz30M2g/hQH9Zx1u7NqCgEY9bB/9ZbvRFwxeVq4v3nXk9Qb2D31jP6MuhfImwL50j02OM44p5sF4w0UA5OUY5z7kxVjEH1mQ5h6LYRDi8UWf6KN3DDId9bOMd4zTBvzi2HbzoG180ZubjnW2G2Vhh8cEtnmc0T7ZeH0Mg4dsiAAISNyWwThIg7gFpvvuu89Oblq1amXefPPNMiAnF0VABEQgPALeCR8nZ4jdyZx3m5M5TH5x+x+FEkWgO4Gmt7DhnUDm2oYdPM8KX3jlFhNKd0INu5iIUvxh2w2slz5yH9Nhj+3hZBVxkG9eO649igHEmPzTHvOgLOy6bLnPjVEOeWCHnwNi+2iT7YbvfoF1wQb6OZ/AdsN3LChHO0Htzseu8iRPgGPcHQ/sb44p5nGFHY+ToOOB6a7dYlvLuugP7TAdMQPTWD/L8BzEbeZnjHSUCdrPfG7MMqwrKHb9c8trXQRKJSBxWyrBGMqnRdyiqbNnz85MNj755JMYWq8qREAERCA9BNxJIgUM0lwB5t3mJBiTPHcizIllrokuRTUng9z2KwefXHEL0YXtoAkm0jlxzeYP2428zEd/vL3D/UF1ohzEN3wFD792cILs8kI9KAO7bt3IS/7cz7rZNuT32qLfrAt+QBR7fWJ7aAvlWAYx1+kTYtQPXxTKkwCPWXdssp8RIzBP0LhCHo5Hlsl27OZLijYwxmjX6xu3Xf/9/OXY5vHCGGPYrQfpvK2aebyx6wuPRz8G9IPHS77tVj4RyJdAxYjbaxfdYVavXVeRyw1LVpgGnfqbJF4o5R1IR48etS/NwElt+PDh5ttvv/Vm0bYIiIAIVBwBd6KHCSNEI86DmLxSzLiTPXdyxwmkdxLMdHcC6oLjJBB2MXHENvzAgnVOnN26mEZfOOGkXfjq9QP73LpgwxvYRtij31hnOutzY+xzA+y6dbNOt/2u/17fYQtp5IFtN79r2603aJ3tcO35+cR8bA/bTP/csUF23jxBPig9nQQ4DtzxHLTujjuOz6C8TOeY5zhheq4Y+bG4xzwIsl6OSaQFjVuMUe5jffQH+ziGkQe3+aMu5qN9locv3oA8rn+wh/IsS7Z+Zb22tC0CxRCoCHE7fur15pyLr4p0GTjyMvMfbXv7Lv2GjS+p7tPPu8Sc1KGvQR1By3njppjX9+4r6U3JeNNyoW9L9htUH374oenatas9Wd1www1+WZQmAiIgAhVFABMxTNA48UPjkIaJLSaG7mQO6e42ynACzIkdJ4t+MeytXr26Xn1BQDnRxOQRdaFu3pac62oL/fRrn1sf66C/bI+bh+uu2GN+xqwPeckC7cU6YuTjJJj23NjLFtvMj5j1ZItRhu1F7A3c59qg39znjgOUBx88j+gG+uNXh5tP6+kj4I5NjGcE9ifHG/PwWOC4xzhmGYyTXGM6jNZ7ffPa9B6/HJP0GW3g87Qc67CJtmAfziNY2C7aox23PvriHj9+635lXTtaF4FiCVSEuC228YWUe/PtffYTOviMjnfZtuO3hZiql/fZLdvMz2t6lCxc8/lMUBjiFg3YtWuXadasmT1pP/zww/XapAQREAEREAERCJMAJ+KueAjTvmyJAAlQuLpjjaINMQLzUNxy20/I+aXRDussJfb65rXF/fTV3Q+R6frHP9wgnc+w01dvXpajIKZd5CM71k275IQ8CiIQBQGJ2zypStzWB7Vq1Sp7QmzRooXZs2dP/QxKEQEREAEREAEREIEyI0ABRoEG9ynSKPSYJ5tgpBhkGdjh1VyKvTDQeH3LZROilc+XU6CiHXwRG3zDW+H5ZnjXf9jOduXW3Q/Ri099ecVvLv+0XwRKISBxmyc9iVt/UNddd50VuN26dTMff/yxfyalioAIiIAIiIAIiECZEKBwpfDLFrvilqKPaRSyrjhkWtzilvUGtQU+U8zyqio5uP6jC9lO5vN2K++ycOsiE29ebYtA2AQkbvMkKnHrD+qbb74xQ4cOtQL3nHPOMdhWEAEREAEREAEREIFyJUBR51659baFeSjaeJXWFa0UlN5n37PZ9daTz3auK7fwjX7CHv2ir2wLxKibj+mwzzpcwequo014DwvTXDuok3y4H3GQOM6nzcojAkEEql7czl96t5kwbV7OZenAgEMAACAASURBVNTE6eZnNT19l+Hjp+QsjzrmLb7Ltx/K8ZlbtyG4YosrtzhRzZ07192ldREQAREQAREQAREQAREQARGIhUDVi9uBIyfYz+zgUztYGnUZaJp2OzOUBbZoF3G/4eN9O7XcxS0ahWdu8ewtBC7e8qkgAiIgAiIgAiIgAiIgAiIgAnESqHpxGyfsoLriFLdXzL7Rvu05yJdS0h966CErbvEWZXyGQkEEREAERCA7Ad4emOuFK7w9kLcRulZ5uyDifIL3eTnY9N5CCDt+txG6txR61/GHTdya6E3ntnsrJtvDNG4zL+NcXPJpL23Tlnc7HxvKIwIiIAIiUB4EJG5T0E8Qt/90Umvz1HNbI/0c0K433ja9z74gMnELlHzeArcp43u4CiIgAiIgAv4EKEop5LwxxRhKMy/S8KZTxN783m0/IQxbrrjFi18gYmHPK3ApboPs+Lfq+0+kuP4jL18yg3r44ppc4hZt8toJqjco3StmvdtB5ZQuAiIgAiJQfgQkblPQZxC3+HbuD09qYxp06BPZ8tNmnTPf6I2q2ceOHTPDhg2zky68/v3o0aNRVSW7IiACIlCWBCiuINwo7tgQCk/s875sBSJz7Nix9mUwzI+Ywtfvyi0Fqlf4ZtumHZZ1xS199wph1x+Wgx3mh418xS3rY1n4Sp/cevJdp51SRXK+9SlfZRHg+PEeq2wlj9lsxwTz+sUsn+2YdPf5jWMcH37HCY4lpPv5znYV67dfW5QmAmkgIHGbgl7YtHV7RnRC5MaxRNnsTz75JHNVYc6cOVFWJdsiIAIiUFYEOAmFAHTX0QhuYzJKgefXOIpEd8LrXc82YeVkGj5kCxSpri+5JsScTLN+1oVtfkMT69mu3LI+t51g4wb6hnazLu6nj2SCK93IQ1HA/dxmOdcmynrrZD7F1UGA44TjiDHGjffuCYhH5McSRuC5INsY5LFGv5AXxxt8YRpipOPYw+IGlvcTvm6+fHxx82tdBJImIHGbdA8YYw5+dsi0OXVQLKIWwnnk+Ksjb/Wbb75pWrVqZU+weAW+ggiIgAiIQH0C+Qgqd5LtNxHNNflEHVgYXMHpTsaRx7VP3yg2UZ6+eAUlbbOMO7nm+qxZs6z9fMUt/UR5+uAKXtpFTH+C9iMPxSzbwG347uc3uCpUNwGMO44TjhukcWxGNUZyHdPoFdc39hLHv3sccx99do+bbOtsdz6+sA7FIpAGAhK3aeiFCvXhscces+K2adOm5re//W2FtlLNEgEREIHCCXjFFP4IiMkkJpvY5w3upBV5s01KuQ92UI6TYApAd5KLfQj0Z9myZbYM0+CT9yoV7bsxbXv95jYmyKwDebNduXXtYt0VEPAXae7knXaxj/s5MUf9nJwzjSKF22QLu+RBvxVXNwGOFYwxji2s8xhyx2aYpDhmcazjj0KozxvgD8cw97lj2XscuWOb9tGWXIF5o2prrvq1XwQKJSBxWygx5S+IwIIFC+xEpEuXLubAgQMFlVVmERABEag0AhRi7qSUad7JKLaZj5NWijpOON0JK1hx0u2dtLqTdOahfbwfAeveyStssH72A+3kErP0183npuUrbr3tYLv9WGEf97vl6DPb4t1G25DftemWZ9sVVxcB9zhxxwbWITgxnrzp3uOxWGIcx7TP4961h7q4n/HmzZvtH36QH+McsbdstnbRjnvc0hfECDxW/PKwPHzj8Y40lwvt6Rhze1PrYRKQuA2TpmzVI/Dtt9+a888/356AzzzzTPPVV1/Vy6MEERABEag2AhRYmPh5J5/uPk4oOVFkXk4QOZn0xn4TR9rw5sU262E/MK87gcU++sZ01OOWzeYXJ94om03cYiLMeuCb2xas+/nPfNzvlqGtbOIWbWNZ2ndtkIvi6iSAscAxDwIUiBjvFJmugCuVEo8jxFz3jkfUxzFNH3iM4TyBcY+Y5wz4xGMBY9xNp79+xz3rR8x6XBbe4wa26RfL0nfa537Wq1gEwiQgcRsmTdnyJfDpp5+aU045xU5IZs6c6ZtHiSIgAiJQDQQ4KebkEleAsI5JIAInj0jDOgMnhZiQ4tZhLN48yEv7nEy6acjvLsjDial3ostJcFA6JrfwD5NU2KT/Xn/dSTDbgLRc4hZ2yMKdCHOy7PWL9XK/XxmmsW3cZlnGZOj6zn2Kq4cAx4l7zHCdjxFgvHGcIubYYb5ccdAY5DhGjMDjlNtI4/GHOulDNnHL4y+XT9jvjn36gnMO0l2fychNY37E3E975BN0/FbP6FJLoyQgcRslXdnOEMAJraamxk6C7rnnnky6VkRABESgmgn4TThdYUo2bj7s5wQyaKKKPG4Zd8LKCSbroS13gurNQz+8k1Vs4/NEeMcC6mNg3ZzUMp0x7XCSy234iYk6A3xEml8+t+2sx7XD/bjtGm1j+5iH2/SV+RmTD31RXL0EMBY4xkCBxweOHQpLd9yWSorHJGIGHgush3k4XhFT3CIvxzWPHfiMP6bhrcloC9NpHzHLuG311uMeF+Tg+sB1+u76TVvc59atdREIi4DEbVgkZScngV/+8pd2ktK4cWPz8ssv58yvDCIgAiJQyQQ40eNk0J00ettNQcYJKctyosv8nGzSFva7E1XkQxrqZB6kcVKLdNjGPoo/2kZMP7w23TyuvaB8tMP2cBv1u21ie1x/XV+RjoV2ULdbBm0gA7aHdXHbz57Lxts2bVcPAYwDjGGML3esQURiG2OLx5M7bkslxOMbMQPHKccm9nEMMw/HPvYxv3tsIB/HP9vjF7vHLX3B1WpyoF+05fWD/iAmHwhrlHdtu/m0LgJhEZC4DYuk7ORFYNGiRfYHoVOnTvW+uZaXAWUSAREQgTImgIkpJ5PZJoR+TcRtgZi8InDCiYkjJ7HZ7OaTh3UiL+qCr5ws03a2ePXq1ZnJr18++MyJLvdzksy6FYtAWghQuOE4wAJRhvGL4xbjl8cvxzTisAKP72zHB32CnwwsB194zAeJW286bLCMK0BpEzHPB2w7ysAPHs+MXdu0yX3IryACURKQuI2Srmz7EhgzZow9EQ4YMMB8+eWXvnmUKAIiIAIiIAIiIAJJEaBohahzhSQFHgUc88Upbim86QMY0S8KU4pKNw/y+ZUlY+6jDaS74tbdziZwvXXSBgRumJzot2IRcAlI3Lo0tB4Lgc8++8z06tXLCtxp06bFUqcqEQEREAEREAEREIFCCfDKJK84cpsiLQlxi+dm8aw7fWCbsA0hiVCIuGUborq6Svte0Uu/FYtAmAQkbsOkKVt5E8CbMlu3bm0F7l133ZV3OWUUAREQAREQAREQAREoDwIU2RDOFN7l4bm8LFcCErfl2nMV4PdTTz1lxW3Dhg3Ntm3bKqBFaoIIiIAIiIAIiIAIiAAI8Co3hK17q7PoiECUBCRuo6Qr2zkJLF682Arcjh07mv379+fMrwwiIAIiIAIiIAIiIAIiIAIi4EdA4taPitJiJXDJJZdYgduvXz/zxRdfxFq3KhMBERABERABERABERABEagMAhK3ldGPZd2KQ4cOmd69e1uBe+WVV5Z1W+S8CIiACIiACIiACIiACIhAMgQkbpPhrlo9BN59913Ttm1bK3DvuOMOz15tioAIiIAIiIAIiIAIiIAIiEB2AhK32flob4wENmzYYMUtXjywZcuWGGtWVSIgAiIgAiIgAiIgAiIgAuVOQOK23HuwwvxfunSpFbjt27c37733XoW1Ts0RAREQAREQAREQAREQARGIioDEbVRkZbdoAhMmTLACt0+fPubzzz8v2o4KioAIiIAIiIAIiIAIiIAIVA8Bidvq6euyaekf//hHA2GL25MnTZpUNn7LUREQAREQAREQAREQAREQgeQISNwmx141ZyHw+9//3rRr184K3Ntuuy1LTu0SAREQAREQARGoVALnnHOOnQvgD95axKBSxwDGuUI4BCRuw+EoKxEQ2LRpU+aH7Nlnn42gBpkUAREQAREQARFIM4FKFTNql4S6dwyk+TgsJ98kbsupt6rQ12XLllmBi88E/e53v6tCAmqyCIiACIiACFQvAQqA6iWgllc6AY3xcHtY4jZcnrIWAYHLL7/cCtzevXubQ4cORVCDTIqACIiACIiACKSRgCb+aewV+RQmAY3xMGkaI3EbLk9Zi4DA4cOHzemnn24F7vjx4yOoQSZFQAREQAREQATSSEAT/zT2inwKk4DGeJg0JW7DpSlrkRHAN287dOhgBe6tt94aWT0yLAIiIAIiIAIikB4Cmvinpy/kSTQENMbD5aort+HylLUICWzdutU0atTICtz169dHWJNMi4AIiIAIiIAIpIGAJv5p6AX5ECUBjfFw6UrchstT1iImcOedd1px26ZNG7Nv376Ia5N5ERABERABERCBJAlo4p8kfdUdBwGN8XApS9yGy1PWYiAwZcoUK3BPPfVUvWAqBt6qQgREIHkCnPzkir2e5srP/XGXO3jwYJ0qu3fvbs/r9Cco3rVrV51yw4cPz6vcunXr6pTj7wjrGTlyZJ392kgPAfZRejySJyIQLgGN8XB5StyGy1PWYiCAF0z179/fTmguvPDCGGpUFSIgAiKQLAFOfnLFXi9z5ef+uMsVK253795dx9Vhw4aFIm7BQSGdBILGaDq9lVciUDgBjfHCmWUrIXGbjY72pZbA+++/bzp27GgnNTfffHNq/ZRjIiACIiAC6SagiaX6J90E5F2lE9A5KNwelrgNl6esxUjgpZdeyrxg6sknn4yxZlUlAiIgAvER0MQnWtbiGy3fUq2rf0olqPJpJ6AxHm4PSdyGy1PWYiZw991326u3NTU15p133om5dlUnAiIgAtET0MQnWsbiGy3fUq2rf0olqPJpJ6AxHm4PSdyGy1PWEiAwY8YMK3B79uxpvM9xJeCOqhQBERCBUAlo4hMqznrGxLceklQlqH9S1R1yJgICGuPhQpW4DZenrCVA4MiRI+aMM86wAnfUqFHm+PHjCXihKkVABEQgGgKa+ETDlVbFlyTSGat/0tkv8io8Ahrj4bGEJYnbcHnKWkIEDhw4YDp37mwF7oIFCxLyQtWKgAiIQPgENPEJn6lrcc2aNQaLQjoJaPyns1/kVXgENMbDYwlLErfh8pS1BAm8+uqrpkmTJlbgrl27NkFPVLUIiIAIhEdAE5/wWMpS+gk88cQTBo8bceH45zZi5FEQgUohwDFeKe1Juh0St0n3gOoPlcD9999vxW2rVq3M3r17Q7UtYyIgAiKQBAFNfJKgrjqTIrB161b7O85x7xcjj4IIVAoBjvFKaU/S7ZC4TboHVH/oBGbPnm1/GE855RTzhz/8IXT7MigCIiACcRLQxCdO2qoraQLHjh0zbdu2DRS42Ic8CiJQKQR0jg+3JyVuw+Upaykg8NVXX5nBgwfbH8bhw4frRzAFfSIXREAEiiegiU/x7PIpOXnyZHP55Zfnk1V5YiIwZcqUQHGLfQoiUEkEdI4PtzclbsPlKWspIfDhhx+arl272h/H+fPnp8QruSECIiAChRPQxKdwZoWUEN9CaMWTd9OmTYHiFvsURKCSCOgcFG5vStyGy1PWUkRg586dpmnTpvYH8pFHHkmRZ3JFBERABEQgLQQ0sUxLT3zvx9GjR03r1q3rCVykYZ+CCFQSAZ2Dwu1Nidtwecpaygg88MAD9sexRYsWZs+ePSnzTu6IgAiIgAgkTUATy6R7wL9+3CrOvmGs28f9WSm1vAlwfJd3K9LjvcRtevpCnkRE4Nprr7U/kN27dzeffPJJRLXIrAiIgAiIQDkS0MQynb22YcOGeuIWaQoiUGkEdA4Kt0clbsPlKWspJPD111+bs88+2/5InnPOOeabb75JoZdySQREQAREIAkCmlgmQT13nV9++aXBZ/3YP1hHmoIIVBoBjvFKa1dS7ZG4TYq86o2VwMcff2y6detmfySvv/76WOtWZSIgAiJQCgFNfEqhl7us+OZmlFSOyy67LCNuJ0yYkJQbqlcEIiWgc1C4eCVuw+Upaykm8Prrr5vmzZvbH8rVq1en2FO5JgIiIALfE4hz4vPhx38wY6fMMf/Spqf5YfMuiSw/bdvL+vDRJ59+DyHCtTj5RtiMijT961//OiNusa4gApVIQOegcHtV4jZcnrKWcgIPPvig/aFs1qyZee2111LurdwTAREQAZOZ3MfBAsI2KVHrrRe+xBE0sYyDcnF1fPHFF/aP0vjDNNYVRKASCegcFG6vStyGy7Moawc/O2Ta9RlifnBiTSzLhZfPKMrPSik0b948O1nEd3A/+uijSmmW2iECIlChBOKc+CR5xdYrbnEFN44QJ9842lNpdVx88cUGi4IIVCoBnYPC7VmJ23B5FmVt09btVtSOm3KtWfnYryJblt7zoDm5fW9bV1GOVkihY8eOmXPPPdcK3CFDhuibeRXSr2qGCFQqgTgnPl6BmfR2HH36/PPPGywK6STw+OOPmyeeeCKdzskrEQiBQJzn+BDcTb0JidsUdNGzW7aZnzbrYva89W7ky6QZN1S9uEWX45NAPXr0sAIXnwpSEIEkCRw/ftzgm8wjR440HTt2zNyGyh88xQ0iZdKpUyczYsQIs3TpUoO3q6ctsP/j8CtpMeutP442q45kCRw5csS8+uqr5t577zVTpkyxV2nxB+h+/fqZLl26GDxGhAXrSMM+XMlFXpRBWdhQEIFcBHbs2GFmzJhhzjvvPNO+fftIf1d43i73uGXLlnZugt/HgwcP5kKciv0StynoBojbn9f0iFzYQjxfNWehxO13ff7GG28YHLQ48axcuTIFI6E4F/D256ROnnrzdHF95paCsD3llFMS68Okxk5a60VfpO1zYWTljpuo1r3iMuntqNopu8kRgBDduHGjmTZtmjnrrLNM06ZNSz7/wQZswSZsS+wm179prBkvFL3gggtKHmc8F1drjD++b9q0KY1dXMcnids6OJLZ8IrbaxfdaXoNudj0H35ZKEuXgaPN2qees+JZ4rZuHz/66KP2ZIe/Cu/cubPuzjLYmj17duIna/igUDyBu+66y/Zhy6aNzMNT+5j9dw81Zu0ILTEyOHDvUPPItNMM+gCTFvyFOk2BE6k4fLr2tlXmxhWPpWaJo82qI3oC3377rXnppZes+GzXrl2d362mzZua0wafZi6eebGZt3qeuX3D7ea+l+4zj735mFn/0Xqz5astdsE60rAPeZAXZVAWNnicIEYdELqoE3UrVC+BtWvXZr6U0bWmg7l/7HXm5WkrzcEFG41Zsl2Lw2DpiKmZ4+jW4Veb12Y+ZL64abPlNe602sf5cHzhbok0B4nbFPSOV9yOnjTbNOk6KNRlxYNPSNwG9PWNN95oD2bc8nTgwIGAXOlLprBt2ayZ2bR8uTHbt8e6oE7UjROdBG7x42PUqFGWIcSVRG2yoh5/XMB47t+/f/EdGkFJ+IQljnD66EkmTUscbR42bJjBohA+gaNHj9o7o3r16mXHMMZxo0aNzIDzBpi5K+eah157yDx/9HmzvcR/sAFbsAnbqIPHDerG3VnwRaG6CKxYsSIzDpaMmGKFmgStv6D/7TWrTJNGje2yY+r9vqJ/7tkTLM9u3bqler4scZuC49wrbnfuectse2V3qAuf59WV2/odjr/q4llH/BDitqavvvqqfqaUpSQtbCmkJXBLHxh43hNjD1cPJW6TFbe4ao6+aN26dekdG6IFTtJDNBloKunbkL31Bzoa4o44+YbodupNrV+/3vTpU/sHIzDue3ZfM/vu2Wbd++tKlLK5pTDqQF2ok/0LX+CTQnUQ4J156P8Vo2f5ijUJ3Vqh+/UtW02f9t3ssbJy7NysrC7qXfs7OXz48NQOJInbFHSNV9xSiEYRS9z6d/inn35qevbsaQ/smTNn+mdKSWpahK0EbjgDghMvCdtkhS35Z/ojnO4tOytecZn0dhwAq73Pw2b88ssvm7PPPvt7UTmoj3nglQciF7RBkhd19xn0vciGb/BRoXIJ4DOPHTp0sGMQt9pKxPpfrSWXNeMXWlajep6Vk9WnN24wnVvVPlrw4osvpnIQSdymoFseW/eUqenV30yfv6iE5SYzfX7uZcjY8aZJ194paHX6XHjrrbdMTU2NPcDxBsY0hrQJWwnc0kdJZmId4zOmFHKK6wvqTH+U3rVlaSFpMeutPw6I1d7nYTK+5ZZbMrcEt+3U1j4Xu+3YtsSELQUvfMAzuvAJ/Y3bluGrQmUSmDCh9vbZYT0GmONLXswp2CjyqjF2r9runL46L1Z3jpphj6O0Xr2VuE3Bca0rtynohO9cwLf08MPXpEkT88orr6THMWPsc63wLalnbClkg2LdolzccMlMrCVuU3FbdqY/iuvOsi/lFZfYPqHrYHNCtyGRL351xwG02vs8DMb4vN75559vfz/Bc/yc8WbjwY2Ji1qKW8bwCb6xz+EzfFeoHAKbN2+2/duqaQvzu+t+mZdYq0ZRyzb/asItlteoXrmv2rLMHxc+Zzq0aG3LpfEuCInbFBzPErcp6ATHhZtuuskesHgW8oMPPnD2JLea1iu2XqErgVv4GOEkS1dR619FTYJJpj8K78qKKOEnMH9x/izTfPJtdZYTxy0yPxl9Q3jL+dcZv7rjgFrtfV4q4127dtlv0IJjq7atzKLHF6VO1FLcMoaP8BU+42WSaINCZRDAN8vRr8vOv0bC1nkTMoWpNx7Z80zLa+vVdxfEa9F5V9pys2bNSt3AkbhNQZd4xe31i++2b0pu3fs8E8bStNsgs+Tuh/S25AL6esyYMfagHThwYOLfyysXYUuhK4FbwEAzxo4z/BAnIeRUZ31Bjb6w/VFYN0aau1Sf7rzzTvPuu+/m5aOfwGw3YYHZsPuDOstFd6wLT9hCJEvc5tU/acuEO5waNmxoj5leA3qZJ3//ZOqFLQUufIXPOL7QhrTdrZW2vi4Hf/A9W/Rnp5Zt9WbkPITt/uvXmcYNG5n2LVqbo7dsLUjcvjG79lOa+OPQsWPHUjU8JG5T0B1ecXvZ9BtD/QwQPis0c8EyidsC+vrgwYOZF0xdc801BZQMN2u5CVsJ3ML7PyNcdFtyKgR+pj8K78rISpTqE8vjj3X4hu/evXsDffUTtz86a7L58dCp0S5nX60rt4G9ks4de/bsMS1btrRi4qLpF5nffPmbshG2FLjwGb7jGEFb0CaF8iVw1VVX2b5cdv70goSa92pmtWwv/+7Z2Yn9RhTFa0DH2hexpu3FUhK3KTiGJW5T0Ak+Luzbt89+EgQ/evhWWtyhXIWtBG5hI4XCQ1dR619FTYJJpj8K68ZIc5fqE8u7cd++fc3NN99scKXDDX7i9oTuZ5sTTjk38sWvbte3qNbJJSr7abJbyFX8bH7jBYzt27e3QmLMlDHmxW9fLDthS4EL39EGjAO0CW1TKD8CeHa6RYsW9irkoYXPFSXWqkXUsp0DO51qx/2vL7u1KF63Dp9iy8+ZMydVA0biNgXd4RW3q9auNxNnLAx1eXz9Zl25LaKvf/3rX9sDF29W3LZtWxEWiitS7sJWAjf/fs9MrHXlVlduA4ZNZowE7M+VzPJB8amnnmoWLFhgdu7c6Xv19OQL5pgB81bXWWquXKbbknOBT+F+joF8ruIHuY9b3PmZlRGTRpgXvnmhbIUtBS7agLaAD9qW7238QYyUHj+BVatW2f6bN3RiUUKNgq9a4oMLNtrb8Rs1bGTweZ9i2v3ajIcs8379+sXf4VlqlLjNAieuXV5xG8X3bWlT37ktvFfxuQD84HXs2NHs37+/cAMFlqgUYSuBm1/Hc7KZxFVK1Vn/ajH7I5/Y28P5lEEeb4i6XL72ke+kho3MvzduaX7StH1G6OKZ2+UbdtVZzr7p0YoRt7hSl+1WbW9/lfO231gIuorv184jR46YAQMG2N/EoRcPNc9/9XzZC1sKXLQFbQIjtBFtVSgfAvgsDfpu+5R7ixJqxYi7ci6z9aq7La8zO/cumhee023ZpLkVyWl667jEbQqOW4nbFHRCDhcuueQSexLAJODw4cM5che/u9KErQRu7rHAyaaEZn2hmQQT9kc+sbd38ymDPN4Qdbl87SOfn7j90cDx5seDLo92OWtSRky7tyd7WWm7NAK5xoJ7Fd+vpvnz59vfws6ndDbPfvZsxQhbCly0CW0DJ7RVoTwIfPjhh/YTjm2atSz4xUjlLFBL8f22kdPsOJ89eFzR4hb1n9u9v7XzzDPPpGawVIS4HXTBJNNryNiyXToPGGFO7tjXdD1zVODSf8Sl5vW9++ytxbwKW0ysK7fFHXufffaZwY8+fvCuvvrq4ozkKFWpwlYCN3vHc7KZhJBTnfUFdaY/sndbrHtL9Ynlg2JX0LjCMg3rQT57070d4t0ftK1ytW8H9+PTvXt3c/3115sdO3aY48ePm02bNtnfwCZNm5jVO1dXnLClwEXb0EYwQZsV0k+AtyRP7Fvci5FKEYnlWvbiPrV3KTw9aWlJ4vbGcybbYyVNfwyqCHHboFN/c8OSFWbNug0Vudy8fKVBG3e/8Y7EbYLnWDyD07ZtW3sQ33HHHaF6UunCVgI3eLhwUimhWV9oJsEk0x/BXRb7nlJ9Ynk3DroV1U/QntBtiDmh+9DIF7+6XZ+zrXs7JVted5/K5Sdu8QWBzp1rr2hec/s1FStsKXDRRowTtBl/3FZINwHekrxm3MKShFq5CtVi/O7QorUd438o8nlb1vn0pNusncGDB6dmkFSMuN1/4KPUQA3bkcNffilxGzbUIu1t2LDBHsT4Jt7zzz9fpJW6xapF2Erg1u13bnGinYSQU531BXWmP9hBKYhL9Ynl83mJkJ/APHn0HNP26jvqLA0uvaVinrnt1auXwVINgWMhKHav4rs8lixZYn/7+p/bv6zfjEzxmivGG5TRVnBC2xXSS+Do0aOmefPmtq8+umG9xG0e37f9ZP4zllfPtp1L5nXghqesDu067wAAIABJREFULfQB7vBIQ5C4TUMv5PBB4jYHoJh34zuR+MHDJwPee++9kmqvNmErgVt/uHCSKaFZX2gmwSTTH/W7KrGUUn1avnx53m9/9RO3eKHUL1/+XZ3lgtuerBhxWyrfxAZGERWzrW4cdBWf5nHlsl27dvZ37/4d91f8VVsKX7QVnNB2Xb3laEhfjG8To596tOlUslDj1chKj1+aWju2R/caFAqzVk1b2D744IMPUjFAJG5T0Q3ZnZC4zc4nib0TJkywB/Jpp51mvvjii6JcqFZhK4Fbd7hwkpmEkFOd9QV1pj/qdlPVbPmJ2x+deZn50ZCrol0GX5nYC6Wqqc/Z1nyu4nPQ86rtoNGDqkbYUuCizWCmq7ccDemLH3/8cdtHk/uPDEWoVbqwRfseueRGy2zmoEtCYTaoy2nW3tatW1MxQCRuU9EN2Z2QuM3OJ4m9f/zjH03v3r1rT6iTJxfsQrULWwnc74cMJ5sSmvWFZhJMMv3xfRdV1ZqfuD2hxznmhF4jIl/86o4DfjX1eSFX8cHevWpbyS+Ropj1xmgzxoeu3sZxJBZXx7XXXmv76P4x14Ui1KpB3PIlUHeNmhkKsysHjLJ9gBd7pSFI3KahF3L4IHGbA1BCu3//+99nbtW6/fbb8/Zi7ty59iTQslkzs2n5ckOhV60xGIAFJhBgU20hM7Femw5xl4SgTFOdmf6otoH4XXv9BObJF8wxgxY+XGfBM7g/GX1DeMv51+nKbQrH3Nq1a+25eeiFQ6vuqi2FLtqO8wJYKKSPAF8mtWv6g6EItWoQt+NOO9eO6fUTS3tTMlnd/t1nhdIyh5O4Td9xWs8jidt6SFKTwE8j4Ifvueeeq+PXoUOH6mxzg5NnCdvtGWEPFuRCTtUSZ9otcWvSIHIz/VEtA9DTTj9x2/rS+WbJU6/WWQYteDg8YQuRLHHr6Yl0bI4cOdKem2/fcHvVilu0HecFsFBIH4GamhrTvHFT883iFyRu83iZFATp6e172DH9+syHQ2G2fmLtC+fGjh2bigEicZuKbsjuhMRtdj5J78VVW/zw4TNBv/vd76w7+GwQblt+4YUX6rmXmTxv/17cVetVW7fdGS71iFV2QqbdErcStwFDPTNGAvaHmewnbn/U7yJjn7vFs7dRLWdM0JXbMDsyBFuffvqpadKkiWnZpqX5zeHfVK24RdvBACzARCE9BP7whz/Y+Vf/jj1DEWm8ElnpcdtmrSy3Uj8DRE67ptfevn/GGWekYnBI3KaiG7I7IXGbnU8a9k6eXPsRawjaJ554IvM9XKR7Q2aiKnGbuXILkZvh4gVW4duZdkvcStwGjPXMGAnYH2ayn7hNMi3MtgXZipNvkA9pTMfzc2AzctLIqhW2vDUZDMAiLc8UpnG8JOHT7t27bb+E9dZfirVKjo8tfsE0bNDA4JOWxxZvC+WPAu/N/ZXth27duiUxDOrVKXFbD0n6EiRu09cnXo/wxmS8OZmTJMYtW7Y0ePmUG7jPvWqpdYnbNNySKx9GZI5h95hNej1zzojBkSSFrF/dMTQ5lX0eR7tz1TFqVO1LYpZvXl714hYMcByCiUJ6CDz99NO2X6YMHBOKSKtkUcu28Ru37ZrXhMbs8KLNth/wrds0BInbNPRCDh8kbnMASsFuCNgxY8ZkJkmcjCJ+6KGH6njIfRK0dW/LznCpQ6vyNzLt1pVbXbkNGO6ZMRKwP8xkP4GZZFqYbQuyFSffIB/SmI43BDdq1Mhs/mJz1YtbMAALMFFID4F7773XzrtuOu+K0IQaRWClxntnr7HM+rTrFiqzZo2bWrtffvll4gNE4jbxLsjtgMRtbkZJ5sBztvwsECdJbjx06NA67nGfxK3ELQZGZjxI3Erc1jlTfL+RGSPfJ0W25idkfzRwvPnxoMujXc6alNgzt/jjpPcOm8gAl4nhjz/+2J6buvbuWvXClrcmgwWORbBRSAeBefPm2T5ZOXZuqEKtUoUt2rV9yn2W2bnd+4fKrGtNB2v3/fffT3xwSNwm3gW5HZC4zc0oqRz4C9Xpp59uD2hOQP3it956K+Mi90vcStxiUGTGg8StxG3mLFF3JTNG6iZHsuUnbhuOudZMX725ztLn2pUV87bkSECWudHnn3++dgI87lyJ2+8InDuu9vMpYKOQDgITJkyw4zSsT9pUsqhl28AKvyn4HBDTwojP6NTb2n3ttdcSHxwSt4l3QW4HJG5zM0oyB97Wd8UVV9iDmpNQb7xgwYKMi9wncStxi0GRGQ8StxK3mbNE3ZXMGKmbHMmWn7jFd24vXbG+ztJj1r0St5H0QDqMrlixwp6bptw6ReL2OwJggWMRbBTSQeDcc2v/4LBj6v2hCrUwxF5abTxyyY12HE87c2yozEb2PNPa9ftKSNyjReI2buJF1Bckbpc9+aZZvm6v2fPWu3kvV81ZaH5wYo19m2+XLl1Mv379zHnnnWcuueQSM3XqVHPDDTeYO+64wzz44IPm17/+tdm6dat5/fXXzf79+w1emqQQTGDjxo2ma9fa25Y4GT355JPtwd6pUyfz7bff2sLcJ3ErcYsBkRkPErcStwGnl8wYCdgfZrKfuD2h+1BzwinnRb741R1m22QrfwLTpk2z56bbnr5N4vY7AmCBYxFsFNJB4KyzzrJ9snvGg6EKtbQK0zD8Wjn2OstszuDxoTK7sPdQa/e5555LfHBI3CbeBbkd8BO3Cx59w/zswlftcuvjbxYobmu/b8UJUyFx48aNTceOHe2bgc855xxz0UUXmauvvtpcf/315rbbbjMPPPCA+dWvfmW2bNli8Ir23//+9+bQoUPm+PHjuRtaZjkOHjxYz+PPPvvMTJ8+3R7gXq6bNm2y+ZkucVtZ4va9994zR48erTcmciVkxoPErcRtwGDJjJGA/X7J+CQZ/jh57Ngxv92BaX4C80dnTTY/Hjo12uXsqxN75hZv+EzLWz4DO6bIHcWOA/zBG+Nu1W9XlSxuFzy6wPc38b7t9xVtmzYR45nYyxdebuvgNp+TDTMGCzABG4VoCdx5553m3XffzVlJ3759bZ+8NWdNqEItDBGZVht3jpppmd14zqRQmV3Wd7i1iwtjSQeJ26R7II/6/cTt1Hv/KyNuZz3wXwWK2xrz1VdfmQ8//NC8+eab5qWXXjIbNmwwjz76qL3dZuHChWbmzJnmsssuM+eff77BR5l79OhhWrUqXhTje1pt27Y1p556qhk8eLB9s/Dll19urr32WrN48WJz3333mccff9xAAL766qtm37599mPphU7M8sAZWha8BRm3xKxdu9YcOXKkjl1MKrt3724PdE5ML774YpuH21GJ2+331b4sYOHll9f5jizTh5x+ujm4cWOdfcgLv1jm7bVrTY9Oner4z31R+Z3hUodk+Wzw2etZs2aZPXv25H2nQ6bdErcStwHDPTNGAvb7Jc+YMcMevzjvTpkyxZ5b8/nji5+4bTdhgblr4+46y9BFj1XMbcnF8PVjnsa0YscB7ugClzV71xQtQCksKUTJ2Y2LFbi0STEbh7gFC/gONgrREuAYGThwoFm6dKnZu3evb4WnnHKK7RN8ZzWtYjJtfi0ZMdUyWzz86lCZXT3wgtpzxpo1vn0VZ6LEbZy0i6zLT9xu27XPDF/0mhl582tm++59BYvbIl0x33zzjcEzpm+//bZ55ZVXzLPPPmvWrFlj8Dr2m2++2cyePdtMnjzZjB492gwaNMj07NnTilqeqIqJW7dubXACw+0n+MbcxIkTDQTEokWLzD333GPrxy3BO3bssCdAvMkwn0lcsQxYDidctgefB7juuuvsHwu4H2/fhHhnHnxGAFd7uR2VSKSI9YpRCFoIW9SPPKz/yJYt5vLzz7diFqLWT9iijNcey4cVZ7gQYJnFuMWfbWCMOxt27dpl38QadPcC8+obsyMkbkMc8xQ1HF+IcS7FHxXxx8ygzzX4iVs8czvghtV1lporl0nchthfUZkqdhzwfLbu/XWhiVsK0S1HtpjzLz/fni+ZRiGcb+wVt/mWKyUfWOA4AhuFaAm45y2u4yot5pl4VI4BdxJi/yfznw5VqKVNkIbpz4JzJ1tmy0fNCJXZzEEXW7urV69m9yQWS9wmhj7/iv3EbSHP2bp5+cxt/rWHkxMTe9yyi9tMdu7caTZv3mx++ctfmvvvv98sWbLEzJ0711x55ZXmwgsvNGeffbbp06ePad++vcEVX57YCo1btmxpunXrZvCXvxEjRhi8VQ+3DOPKNG55eeSRRww+AL59+3bzxhtvmAMHDtS7Aput9RDyfj7hai6uQvNqLq6M86+LuELNMmGJQq+dIHGLfBCoqP9RvOBqe+1twRSzELgQutiHPNxGPqQ/tWRJpgzLhhlnuGSDnuJ9/fv3z/Qt2+LG2I8/Bn3++ed1bhVlnqTE7cEHzjVDetXYZftNZ5ge7ZvZdiAN++DX23cMsemXn93R3H9l7RsRkRf7Hp12Wp12I8+Rh4fZBeto38KLetSxgzrWTq8tx/ywRV+wH3UmwSTTHykea/m45idq2DbEuBMH50TcQua+T8FP3J7QdbA5oduQyBe/uvNpa6l5yKVUO2ksX+w4wDs5wOXZz54NXdxuPLjRnD6k9g+t7pVbClb2h7tv7dtrTacetXcTQRhfd3/tc4MUxyzLbbcO2EN9SCtF3IIFbIGNQrQEOAaCYtwFiBd1Yp6HPJ/ftClUoRammEybreuGXGqZ3T/2ulCZzRt6mbV79913Rzs48rAucZsHpKSzVIK4LYUhroDi2V08w4tX8K9bt86sWrXK3H777QbfOMMtd3gGBqISf9nDy5uaNq39mHTQiTFbOsp27tzZ2vK+bGvZsmUGf5XChJBv6Quyhau5EO24nebw4cNm/vz59hZv5g9TGLq2solb7nOFK8UsBS+34ad7hdetI4p1csGLt3A7OmOsY8FdA1i+/vrrzIIr9Fhwm727jm38cYELrlJhQT9gIo+7Dz744APzzjvv2D9s4A8u+CMHnhXHXQB4bvyxxx6zfY27EvCSNdw+jx9TXKHHhPGqq64ykyZNMrjdHHcUFHLbfocOHewYhp9sdxJCzisoB/esyfgDvyg8KW6xn+IX4hailf67Mct5xSrzo6x3H3xBOuxQDCfBxG1HPuvec1s+ZZDHG6Iul80+njfFOMbzmf+3WSffZ1/9hGccadn8dveVwpN2YIPrueJS6nPL5qqH+90yhfiZS9zSPmJ3HDRrVvtHrq1fby1JEEJMUni6dWEdtxJTbPK2YjcPxCxErSts3f1Yp5hlHYjdK8PMH4a4BQvaU9wgVSwg2PDG5OO3vhiqYEubMA3Dn+lnXWT77uGL54fK6uZhV1q7mJsnHSRuk+6BPOqvdnGbByLfLBAyEDB4/nHbtm3mqaeeMnhOdvny5ebGG28011xzjRk/frwZPny4wVU1vOm4RYsWkZyw8fItTBxxFZc/ilEIRNikgPW7jdh7C7J3G+WZRj8RU/hG5TPsuvVVyzoEMtuahJBzxS384NVYilleQfVuB5WjYHVtUbBSGLvClVd9EcOmK36T4sH+yDf2nnzSWi6bXxQ1uONE4ja/SXu59Hsx4hbjIGpx6wpbXmWlmHUFMcQqhSuu2EK4Yj/FMPZ581PcuvYookuJJW7zOzaynWui2idxuz1voSpx6z17p3S7Qaf+Zv+Bj1LqXeluSdyWzrAQC7gC+NFHH9krrt6Xbd10002Zl221adMmI0zyOWFjsoBnMJk3KqGYTdyiTl6ZRey9Jdn1ifnor59YdvOXuo56+Okk1hlFjFvd8UcMvGgHt5fhuXBc8T/zzDPt1Xi8RA23x+OFarhVHn8EwbPT+IMInvfBXyVx2w3uHsDVXVzlfeaZZ+zL0vLxd9y4cfbTWnxZGsskJeYoSN3bkJnmFbe8IgtfKXjdckEClaKV9thW2oDdD+4Zmrk9GvUzT9xxpj8KOWlEnLcYn3KJGtxpgDGez23JcVyhDaojYrTWfDF84/ArjDqKHQdR3JYMQUrhCeYUprmuzFLIurcpU/DSRtA2+5b5ShG3ui05jBGZnw32W1Cs25LzF7Peq726LTm/MZh4Lonbwr9zm3inVYADeJY36MSLdIhZXBWGIMatrnjOl2+gxP5SxWBQ+Vzi1hW0m++807Yh25VZ2sPbk1E2qN5S08kSz2bj81GMcVs6nlPF7cRccFUetxnjtmPc2uvelozblnkLM29vxi3OeO476KVOYQxHvAWcbfDGeOYbbyaHn97AvHGLONbnFbJI59VWCldXhOJ5WuRhOfjPK75+abTFdroCGbawDdHLZ3l5FZf+xR3TT28/JbldjE9+oqbYF0oFCc840uPgXgzfOPwKo45ix0EUL5Ti1VqIVDDnlVW/K7euCKW4ZXk/gewVtyjv5kN9rjh27ee7rhdKhTEi87PBY9KN9UKp4gWtK3D1Qqn8xmDiuSRuJW6TGIS9e9e+WIcnX4rZW2+91bz44ouZNzbjLc4DBgywP+a42sf8pYrBoPIUo0FXWnnbMcTq4NNOy7wlmfbw4ihXxFIMxyVuk+jLMOocMmRIpm/Rx3hbOPoewjxbyIyHhD4F5ApS+sKYtxD7iVuITl6RZX7GFLC0DZGMK7NIRx5XwLri13tlN25hi/rYhmx9Fve+YnyiqAnjU0BxiNigOuJgXQzfOPwKo45ixwH/EBvmp4AoTiEmvYKV2+wLxLwNmWLY3TdkTO35lldkXXFLsezmx3qp4lafAgpjROZng32nTwGFI2hdcatPAeU3BhPPJXErcZvEIMQbkIcNG2a8Ypa+4NZmfHaDJ2ncBogrjtymmAw7prhlPYzdq7PuLcfuy6Xgi7uPZRF784XtN+siv3KLhw4dap/dxi3KeGFVvleJM+1OWNxCgD415/vPGVHYQvAFiVvs43OzbAfLUdginWKWQtYVsW4+iuIkRC3rZDvSNP6K8QnP+ON727z9Pd/2BInMpNLz9buUfMXwLaW+OMsWOw7wkkZwWfXbVZmXPuV7hdObj8LTFbfurcgUqF6BS3ELe7QBn5CP2yzrbvuJW+bz+lbINligfrBRiJYA3o2Cr2vkCriaiz55a86avJ85dYVeNa7fOWqmZXbjOZNCZXZZ3+HWLh51STrohVJJ90Ae9euZ2zwgJZAFz+b6BdwCi88b4RZAnHS54Nu8CNwOWxzSXj7illdj4YsremHD3Udfg64Cs84wYtblx7Qc0vAN43wFrdueTLtTIG4hNCny4op5azI48PbmuOr2qyfTH24nJbwep09JidigehNGX7XVT5s2zf5W3fbMbSWL20IEZJrzggWORbBRSAeBs846y/bJ7hkPhirUKln0rhxb+xmtOYPHh8rswt5DbV8899xziQ8OidvEuyC3AxK3uRmlJcemTZuM93ZlTkzff/996ya3wxCElWQjwyUtnRmTH5l2V6m45dVcPt/rJzjjTMv0R0z9n081cfoUJDKTSs+Hj/KET2DFihV2ojp1yVSJ2+8IgAWORbBRSAcBfpIRnwGqZEEaZtseueRGO46nnTk2VGYje55p7b7wwguJDw6J28S7ILcDEre5GSWdY//+/WbMmDH2wOZE1I3xySEGpleSMA2jLRkuBFUlcabdVSZueasz289bl+MUsn510Z80Db84fUpKxAbVm6Z+qCZf8E15jLthE4ZJ3H5HACzABGwU0kFgwoQJtk/WT1waqlALU0ymzRZYYRyPO+3cUJmd0an2PTSvvfZa4oND4jbxLsjtAMXtNTcsNNPn31TSMmTseNOkS+/clSpHXgTw9tv58+ebli1b2pMFJ6HeGJ8UYuC+MARhJdnIcCGoKokz7U5I3PoJvGpOy/RHisZfnD4Ficyk0lPUDVXlyscff2x/07qf1l3i9jsCYIFjEWwU0kFg3rx5tk9Wjp0bqlBLmyAN05/tU2rfVn5u9/6hMuta08H2Be9STHKESNwmST/Puilud7/xjtnzVv4vj/LLe9WcheYHJ9bkWbOy5SKA2y9qamrsAc0JqDfG91PdwP2VJEzDaEuGiwurCtYz7Za4jf15Xz8Rn+mPFI29OH1KSsQG1RtHN8TJN472hFVHu3btTKPGjczmLzZXvcAFA7AAE4X0ELj33nvt/Oum864IVaiFKSbTZmvv7DWWWZ923UJl1qxxU2sXn2lMOkjcJt0DedQvcZsHpASz7Nu3z3Tr1i1Q4K5Zs6aOd5mJ1PbtkX0zNgyxGbeNDJc6tCp/I9NuiVuJ24Dh3r59e4MljhAkMpNKj6PNmWMwjsrKqI5Ro0bZ37Xlm5dXvbgFA4wTMFFID4Gnn37a9suUgWNCFWppE6Rh+vPJ/Gcss3bNa0JjdnjRZmuzefPmqRgcErep6IbsTkjcZueThr24TQl/0eUkiXHnzp0Nbl12A/fFLR7TXl+GiwurCtYz7Za4lbhNwXj/p17DTJqWOJBkjsE4KiujOh566CH7mzZy0siqF7dggHECJgrpIbB7927bL6N7DQpNqIUpJNNo69jiF0zDBg1Mw4YNzbHF20Lh9t7cX9l+wIWeNASJ2zT0Qg4fJG5zAErB7oULF9oDGycLTpQQ4xu43sD9aRebcfuX4eIFVuHbmXZL3ErcpmCs8wrt3/1njfmf//Rz84NG7W38tye2Mn/ywxPNX/+8hfmLf2lk/vzHJ9v1P/3hiebvT2pt8/zDyW1sjLJ/+n9PNH/1783MX/5LY/NnPzrJ/M1/tDB/8sNfmH84uW1tnpNq88Lun57wn+Z//1tT87//taldpw+I4wiZYzCOysqojs8++8w0adLEtGzT0vzm8G+qVuCi7WAAFmCikB4C+KY8jt/+HXuGItLSKEaj8Klts1aW2x9u3BAKt13TV1t7Z5xxRioGh8RtKrohuxMSt9n5JL33vvtqH87HCRa3yEyfPt0e5I0aNTKffPJJPfcyEyndllzntuwMl3rEKjsh026JW4nbFAx1Csu/PbHG/D9/9RMrbhH/zS9amv/+d/9q/vKnTcyfnXCS+ZP/8wu7jjSIW+SBuEWMsv/jH/7N/MU/NzJ//qOTzP/8p/+w4vX//dufWnGLPH93Um1e2P3//vFn5i/+uaH5Xz9paP7HP/7M0AeJ2+QHxNixY+3v2e0bbq9acYu24zwNFgrpI4D3njRv3NR8s/iFUIRaFGIybTZPb9/DjunXZz4cCrP1E5ek6hipGHF77aI7zOq16ypyuWHJCtOgU3+jF0ql76S6efNm07Rp7UP0jzzyiHXw+PHj5o477jCTJ0/2dTgjZiRuJW6NsT8IGBN+LzdS2ojYuWSOT9+jN5nEAwcOmA8//DCWyiksJW5jwZ36Sp544gl7jhp64dCqFbdoO84LYKGQPgLDhw+3/bNr+oOhCLW0CdEo/MFngDCmw/qE0u0jp1l7c+fOTcUAqQhxO37q9eaci6+KdBk48jLzH217+y79ho0vqe7Tz7vEnNShr0EdQct546aY1/fu09uSU3HY1DqBZz34puTly5fX8+zTTz+tl4YETp43oYwErmUAFuTiC62CEzPt1pXb2IWs3x8PMv2RojFXqk933nmneffdd/NqkcRtXpjKNlMhYwGNxG24fJ/E6p2rq07gos04/sBAtySnc9hfe+21to/uH3OdxO2S7XkxuPGcyZbZXaNm5pU/l8C+ckDty+dWrVqVikFSEeI2DpJvvr3PfkIHn9HxLtt2/LYkF57dss38vKZHycLV79M/3jR9CqikrsoUxkQRby/Fj96cOXMy6fmsXH/99bZcy2bNjATudssALMASbKotZISLxK3EbcDgz4yRgP25kll+4MCBZunSpWbv3r2BRSRuA9FUxI5CxgIbvGRJ7S2Hg0YPqjpxizaDGRgopJPA448/bvtocv+RoQi1XEKuEvY/csmNltnMQZeEwmxQl9Osva1bt6ZikEjc5tkNErd5gqqCbHiBQZcuXeyBPHr0aPP1118X3OrZs2fb8tUucCHuKWzBpBoDJ5t+VxGVptuScUxkxkiRBwjLu3Hfvn3NzTffbF5//fU6ViVu6+CouA13DHA9aCyw8e7V2/t33F81AhdtBSNdteVISGe8Z88e20892nQKRahVgnjN1YaXptaO7bDeMt2qaQvbBx988EEqBonEbZ7dIHGbJ6gKz3b06FFz1lln2YMY8eHDh4tucbULXAnb2qHDCaaEbPxC1o95pj+KPrLDL1iqTywfFJ966qlmwYIFZufOnZmXOemZ2/D7MQ0Wg8YA092x4PrLq7f9z+1vXvz2xYoXuGgj2gouumrrjoT0rWNehu+roq8+umG9BG4etybzW7c923YumdeBG56y7NEHeOdMGoLEbZ69IHGbJ6gKzzZu3Dh7EGMCEMbzN9UqcCVsvz9QOKn0E1pKi1/wsj/yib/vxdq1fMogjzdEXS5f+8h3UsNG5t8btzT/5z9bpOJtyfn6HjfTSq8P3Lt3724fFdmxY4c5ePCgwXfbkX7N7ddUvLhFG9FWtDmM33rveNF2uAT4Uqk14xaWLNZyXfWslP0dWrS2Y7zUzwE9Pek2a2fw4MHhdmoJ1qpe3M5fereZMG1ezmXUxOnmZzU9fZfh46fkLI865i2+y7er9MytL5bUJfITPx06dDB4e2lYodoEroRt3ZHDybuEbPxC1o85+yOfuG5Pfn/7cK6ycZfL5Y+7X+K2gZ2ouUz81uPuw7jrQ5tdcYsrMps2bbJsmjRtYir55VJoG9oIBmizQvoJ4EVG6K+JfUdI3OZx5RYC/eI+tW8Bf3rS0pKY8eVU8+fPT81AqXpxO3DkBPuZHXxqB0ujLgNN025nhrLAFu0i7jd8vG/HS9z6YklV4qJFi2p/1Js0Mbt27Qrdt2oRuBK29YcOJ85+Qktp8QveTH/U76rEUkr1ieWDYvdW1Gp85jaxjk2g4qAxwHR3LPi5hwks8nY+pbN59rNnK+4KLtqEtqGNaZqs+/WF0r4ngE97OHJEAAAgAElEQVSlNWnSxLRp1tIcvWVrSWKtUq7M5mrHbd99vmf24HEl8Tq3e+3t+88888z3HZLwWtWL24T52+rjFLdXzL7Rvu05De0uFx/w/dqGDRvaH7sNGzZE5nalC1wJW/+hw0mlhGz8QtaPeaY//LsrkdRSfWJ5Nw56iZDEbSJdHFul7hjgetBY8HPqyJEjZsCAAfb3cOjFQ83zXz1fMQIXbUGbwAVtRFsVyocAb03ePuXeksRaLlFYKfu3XnW3Hetndu5dNC/8IaFlk+Z2jvzJJ5+kZrBI3KagKyBu/+mk1uap57ZG+jmgXW+8bXqffYHEbQF9/sILL5imTZvaE8DDDz9cQMnislaqwJWwDR4PnGD6CS2lxS94M/0R3GWx7ynVJ5bXp4D8u458/PdWVirbms9YCGq5+ym8ERNHmBe+eaHsBS7agLaADz7zl+93oYMYKT1+Arw1ed7QiUWLtUoRrvm04+CCjVaUNmrYyHx644aimL024yF7zPTr1y/+Ds9So8RtFjhx7YK4xbdzf3hSG9OgQ5/Ilp8265z5Rm9cbSvnevB6+ZqaGnvg3n777bE1pdIEroRt9qHDyaaEbPxC1o95pj+yd1useyFEsBQbli9fnvdkvRqv3Kaxz4vt61zlChkL2Wy5v49jpowp6zco483IaAPGAX7z0TaF8iOAK4ctWrQw7Vu0NocWPleUWMtHFFZSnoGdTrXj/teX3VoUr1uHT7Hl58yZk6oBI3Gbgu7YtHV7RnRC5MaxpKDZqXbhvffeM23btrUH7ZQpU8y3334bq7+VInAlbHMPm8zEem06xJ2f4KumtEx/5O66iswhcVuR3RpJo/DpKN7ZdNH0i8xvvvxN2V3Bhc/wHcc92oI2KZQvgauuusr25bLzpxcl1ipJuObTluWjZlheE/sV9yKuAR172vIvvvhiqgaNxG0KuuPgZ4dMm1MHxSJqIZxHjr86Ba1OrwuHDh2yb4nEj92IESMMvqGWRCh3gSthm9+oyYgpiVuTBhGd6Y/8uq/ickncVlyXRtqgl19+OfNOil4Depknf/9k2Qhc+AqfcczjvRpoi0J5E3j99ddtf3Zq2dZ8cdNmCdwcb07ef/0607hhI3u1u9AXcb0x+1HLukuXLubYsWOpGjgSt6nqDjmTBgJDh9a+UAK3AR4+fDhRl8pV4ErY5j9sMmJK4lbiNv9hE1lOidvI0FasYdzG27Nn7RWcVm1bmUWPL0q9wIWP8BXnX/iuW5ErZ3jiogT6ddn510jc5hC3uLo7sueZltfWq+8uiNei86605WbNmpW6wSNxm7oukUNJEhg/frw9WHv06GFwBTcNodwEroRtYaNG4jZdt2Nn+qOwbow0Nz4/FsUnyPycprj9+5Pbmj874STzg0btbfz3J7Ux/+snDczf/qKV+d//2sT85U8b23Wk/UOD2rz/cHKb2rwntzV/8ZOG5m9+3sL81b81NX/5L43M355YY/78xw3MPzZol8kD+7D7F//c0Pz1z5ubv/5Zc7tOHxDHEdLY53G0O8w6Pv/8c3PxxRfb30/wHD9nvNl4cGPqRC58gm/sc/gM3xUqh8DmzZtt/7Zq2sL87rpfFiTY8rmVt9Ly/GrCLZbXqF5n5c3qjwufMx1atLbl0njHg8Rt5RzPakmJBGbOnGkPVLxQYv/+/SVaC7d4uQhcCdvC+52TrDTckisfav/ijz5JU8iMkRicunTOLWbyDbenZomhyfa8n7Y+j6PdUdSBF1Y1btzYMm3bqa2Zt3qe2XZsW+IiFz7AF/iEvoaP8FWhMglMmDDB9vOwHgPM8SUv5i3aKk245tOer2/Zavq072Z57Zy+Oi9Wd373rC4+v5TGIHGbxl6RT7ETWLJkiT2w8aOXxr9CAUjaBa6EbXHDNiNcdFuybksOGEKZMRKwP8zk0VNuMGlawmxbkK04+Qb5UEnpr7zyijn77LMzv6l9BvUxD7zyQGICF3XDB/YzfIOPCpVL4KOPPjIdOnSwfb50xNS8BFs+QrBS86wZv9CyGtUz99VbfDaoc6t2Nn/aXiTFES1xSxKKq5bAunXrTKNGjeyB+vTTT6eaQ1oFroRt8cOmU6dOduwduHdoKsRdNV+93X937fP2uHsjTYGT8jh8cm8JTsN6HG2Ok28c7UlLHevXrzd9+nwvKvue3dfMvnu2Wff+usiFLupAXaiT/Qtf4JNCdRB49NHaFx6h/1eMniWBm+X5W/fq7cqxc7Oyuqh37e9kWq/aYnRL3FbHMa5WBhDYvn27adasmf3xe/DBBwNypSs5bQJXwra08cGXXzwy7TSJ24SvXj88tXYinrYP0nNyXtpIy690bIK2ZVfjretHzbvUS8vP69Jyxcm3NE/LrzS+NrBy5UrTq1ftW4nBGn9MHnDeADN35Vzz4K4HzfNfPV+y2IUN2IJN2OYfrFEf6oYPSX35oPx6rXI8XrFiReaPG0tGTNEblLMI3N9es8o0adTYLjum3u8rcOeeXXu7d7du3cyBAwdSO1AkblPbNXIsagJvvvmmadmypT3x3XzzzVFXF6r9tAhcCdvSu3Xp0qV2DLZs2shAXOHqYTVfPU2i7bhqjj8uoA8wGZ43b17pHRuihTjFl1dwRrH9r0PPNI1vHm9+MWFYRsye3qq3ubfdIHNV6/6ZNNStUBkE8K34l156yUybNs20a1d7SyPHdZNmTUzvM3vb783iudjbN9xu7nvpPvPYm4+Z9R+tN1u+2mIXrCMN+5AHefGNWpSFDdpDjDpQF+qM+zv1ldFjldOKtWvXmubNm9vx0bWmg7l/7HXm5WkrzcEFG30FXKXeepxPu3ALN4+jW4dfbV6b+ZD9gwB4jTvt3My+V199NdUDROI21d0j56Ii8OGHHxrceoiD+NJLLy3LH7+kBa6EbTij8+uvvzannHJK5keDPyyKGyTCBH3x1VdfhdO5IVnhWAjJXFYzUYhZr80TJw83jRdfahotvCQjZCe27mceaDfYCtwTnCu4WZ3VzrIkcOTIEbNx40YzdepUg0/uNWlSV5hyvBcSwwZswSZsow4FESABfP/2ggsuSOQ3pZBxnPa8HTt2NJs2bSLW1MYSt6ntGjkWFQFMXE899VR7khs2bFhZ36pEgZvkCRE+KJRG4JtvvjG4gtu/f3/TunXt6/WT7NNqqxvMcSvynDlzzBdffFFaZ0ZQmv0Rgel6Jr1CNIrtH3ftZa/a/vSM76/SNmjR3VzWup/p0+rUjOBF3QqVT+DLL780O3bsMPfcc4+ZMmWK/aTQueeea4/JLl262KtuuPKGdRyn2IdP+CAvyqAsbCiIQC4CGCszZsww5513nmnfvr3EboPcf0TGHY4jR460c5SDBw/mQpyK/RK3qegGOREnAQhaTBYhJCrhr7tz585N7ASNuhVEQASiJVBp4rYQwRwtWVkXAREQARGoNAISt5XWo2pPVgL89lnnzp314faspLRTBEQgLQTiFLf/0qZnnSunhQjRsPP+tG3PWLogTr6xNEiViIAIiEAVE5C4reLOr7amz5o1y17hbNq0qXn33XerrflqrwiIQJkSuPDCC83YsWNj8X7slDmpEbfjZ8TzYi+J21iGlioRAREQgVgISNzGglmVJE3g7rvvNg0bNrTiFp//URABERABEahP4MOP/2AgcJO8gosrthC2nxz8rL6DEaRI3EYAVSZFQAREICECErcJgVe18RHYsGFD5pt3Tz31VHwVqyYREAEREIHUE5C4TX0XyUEREAERyJuAxG3eqJSxHAm88sorBrchY/KyatWqcmyCfBYBERABEYiQgMRthHBlWgREQARiJiBxGzNwVRcfgXfeecc0a9bMCtvrrrvOHD9+PL7KVZMIiIAIhETgmWeeMVgUoiEgcRsNV1kVAREQgSQISNwmQV11Rk4A3+Jq27atFbb4Ht63334beZ2qQAREQASiICDxFQXV722K7/cstCYCIiAC5U5A4rbce1D++xLo27evFbbnnHOO+eabb3zzKFEEREAEyoGAxFe0vSS+0fKVdREQARGIk4DEbZy0VVcsBIYPH26FbZ8+fczXX38dS52qRAREQASiIiDxFRXZWrviGy1fWRcBERCBOAlI3MZJW3VFTmDixIlW2LZr187g1mQFERABESh3AhJf0fag+EbLV9ZFQAREIE4CErdx0lZdkRLAS6M4Sdm7d2+kdcm4CIiACMRFgOe1uOpTPSIgAiIgAiJQrgQkbsu15+R3HQIPPvigadiwoRW3L774Yp192hABERCBciYgcVvOvSffRUAEREAE4iQgcRsnbdUVCYFNmzaZRo0aWWG7bt26SOqQUREQARFIioDEbVLkVa8IiIAIiEC5EZC4Lbcek791COzcuTMjbFesWFFnnzZEQAREoBIISNxWQi+qDSIgAiIgAnEQkLiNg7LqiITA/v37M8J26tSp5vjx45HUI6MiIAIikCQBidto6YtvtHxlXQREQATiJCBxGydt1RUagcOHD5uOHTvaW5HHjBkjYRsaWRkSARFIG4FrrrnGYFGIhoDEbTRcZVUEREAEkiAgcZsEddVZMoH+/ftbYTto0CAJ25JpyoAIiIAIVC8Bidvq7Xu1XAREoPIISNxWXp9WfItGjhxphW337t3Nt99+W/HtVQNFQAREQASiIyBxGx1bWRYBERCBuAlI3MZNXPWVRGDy5MlW2DZr1sx88sknJdlSYREQAREQARGQuNUYEAEREIHKISBxWzl9WfEtueWWW6ywxUTkjTfeqPj2qoEiIAIiAAIrV67MnPsoxPziSy+9tA6w3/zmN3mVO+OMM+qU27dvX17lWrduXafc119/nVc5+O4Nfu3xS4uynNe2tkVABERABMqPgMRt+fVZVXr8xBNPZCZNW7durUoGarQIiEB1Ehg+fHjm/Ocn+JgmcdsgkJN35JAZYzzuoiACIiACIlD+BCRuy78PK74Fzz//fGbC8uSTT1Z8e9VAERABERABERABERABERCBwglI3BbOTCViJLBnz56MsF28eHGMNasqERABERABERABERABERCBciIgcVtOvVVlvn744YcGL47CbWNXXHFFlbVezRUBERABERABERABERABESiEgMRtIbSUNzYC33zzjenWrZsVtqNHj46tXlUkAiLw/7d3979SlYkBx/8QTX/0h93GurwIGu9qoagLFjFVxOXFVIu4q5JVfAsNdVsUJdlFl2XdsrpdqzZaukYs27SISXVXNwTRVOtdEZFFIxFNFDGg4tvTPCd92LPDzGXunfMyZ+Zzk8ncmXvmec75nEOY7z1zZwgQIECAAAECBJopIG6bud8Geq3jZ9cuXLgwC9sFCxYM9LbaOAIECBAgQIAAAQIEihEQt8U4GqUggRi211xzTRa25557bvj4448LGtkwBAgQIECAAAECBAgMsoC4HeS927Bt++qrr8Jtt92Whe3pp58e9u/f37AtsLoECBAgQIAAAQIECNQlIG7rkjfvcQIPPPBAFrZTp04Nr7zyynE/dwcBAgQIECBAgAABAgQ6CYjbTjLur1Qgfn5tfFfkKVOmhGeffbbSuU1GgAABAgQIECBAgEDzBcRt8/dh47dg+/btWdhOnjw5PP74443fHhtAgAABAgQIECBAgED1AuK2enMz5gR2796dhW08a7tu3brcT3xLgAABAgQIECBAgACB7gXEbfdWlixY4P333w/nnHNOFrcrV64seHTDESBAgAABAgQIECAwTALidpj2dh9t69GjR8OFF16Yhe3VV1/dR2tmVQgQIECAAAECBAgQaKKAuG3iXmv4On/22Wfh8ssvz8L2kksuafjWWH0CBAgQIECAAAECBPpBQNz2w14YonX44osvwvLly7OwnTFjRvjwww+HaOttKgECBAgQIECAAAECZQmI27JkjXucwFdffRXWrl2bhe0ZZ5wR9u3bd9wy7iBAgAABAgQIECBAgMBEBMTtRNQ8ZkICjzzySBa206dPDy+99NKExvAgAgQIECBAgAABAgQItBMQt+1U3Fe4wNatW7OwnTp1anjmmWcKH9+ABAgQIECAAAECBAgMt4C4He79X8nW79ixIwvbyZMnh4cffriSOU1CgAABAgQIECBAgMBwCYjbPtjfBz88FP78oiXhpFNHKrksX3l7ZVu9d+/eMG3atCxu49/b+iJAgAABAgQIECBAgEAZAuK2DNVxjvmb7TuzqL3htrXh0Sf+q7TLzx7+ZfjGjHnZXONcxQktfujQoTBr1qwsbG+55ZYJjeFBBAgQIECAAAECBAgQ6EZA3HajVPIyz/x2Rzhl+nlh1xtvln659fZ1lcTtkSNHwsUXX5yF7VVXXVWyoOEJECBAgAABAgQIEBh2AXHbB0dAjNuvj8wpPWxjPK+6a33pcfvpp5+GK664Igvbiy66KMTbvggQIECAAAECJxI4ePBgWLJkSVi5cmX45JNP/mjxeDveP2nSpDBnzpwQ//TJFwECBPIC4javUdP3rXG7dsMDYe6S74X5S28u5HLegu+GLdt+ncVz2XH7xRdfhBtuuCH7j+fss88O7777bk2qpiVAgAABAgSaJrB58+Zj4bpz587s+USM2W6CNi2/fv36pm229R0ggXQcpuM2Xbf+wib9Iif9PF23LjdANJVsirithHnsSVrj9ru33hlOP39RoZcHf/kflcRt/A8l/uM866yzwp49e8becD8lQIAAAQIECPy/QHqyn+I03Y7BGy/xjG68L31/4MCBY2dyUxic6Fo4ONzKFugUt+nYjD+PX+n4Tvfnr9O/gbLXdRDHF7d9sFdb4/Z/d70RdvzPaKGX9Pe8ZZ653bRpUxa206dPDy+++GIfyFoFAgQIECBAoCkC8Ql9fLnx6OhoFq3p5ckxSON98Wfbtm3LIrf1yX8Kihi+vgjUKZCOxfwvUuJL6OPxGwM23Z/iNv8S+3j85pepczuaOre47YM91xq3KUTLuC4rbuN/NvEf45QpU8KTTz7ZB6pWgQABAgQIEGiSQHpiH59PxCf8jzzySPbcIt5ud0khmyIhRUOTttm6Dp5Au7iNW5kCN8VsOm7T7bhM/KVNPNbTsT14OuVvkbgt3/iEMzyxdVsYmTs/rL57Qw+XH4fVd5/4suS6FeH08+edcJ3Gs8ALL7xw7D+d++67bzwPtSwBAgQIECBA4JhACoP05D4FQby/01c+CNLj28VwPiI6jeV+Ar0KpGOw9Zct+TdEi8ukuG09Vsc61ntdt2F4vLjtg73c5DO3b7/9dhgZGcni9s477+wDTatAgAABAgQINFEgPflPUZCitfXJf7odf55CIt6Xgji/7SmO48/j8r4IlC2Qjsl0HKf50vEdj8Wx4taxmsQmdi1uJ+ZW6KOaGreHDh0Ks2fPzsL2pptuKtTEYAQIECBAgMBwCaQoiE/uUwDEYB3rjGsM1vjy5bhMa9zmwzaO7YtAFQLpOG6N23Q8puM5nblNt+O6tS5TxfoO2hzitg/2aGvc/uCnD2XvlPzNeVeGIi7TvrUobHzosULfLfnw4cPh0ksvzf7ziZ9p64sAAQIECBAg0ItAa8jmz3Sl4E3X6Z2T43wpCNasWXPsTXvScq3XrcHRy/p6LIF2Au3iNh2j8XhMryAQt+30er9P3PZu2PMIrXF78+p7Cv0YoPixQnf86OeFxe3Ro0fD0qVLs7C94IILwkcffdSzgQEIECBAgAABAlEgRm0M1fhmlfGs1rXXXnvs7G2KhBQIcfl0X6czt/llCRMoWyDFbesvVuLt/C9lUty2W84vYSa+l8TtxO0Ke2ST4vbLL78Mq1atysJ2xowZYf/+/YU5GIgAAQIE6hOIAZB/kpV/qVx9a2XmYRIY60xt/thsfeIvbofpKOn/be0Ut62/fOkUt63Hd/9vcX+tobjtg/3RGrebtjwVbrl9faGXXz31bCFnbjdu3Jg9+YlvIrVr164+0LMKBAgQINCrQGvYxpAQt72qevx4BeJxmM6yxif+8W9pUyik4zGFbDxG07LpvhQP6TEpiONtXwQIDIeAuO2D/dwat2V8vm0as5fPud20aVMWttOnTw/PP/98H8hZBQIECBDoVSB/9iAfAaOjo9nLPXsd3+MJECBAgEBVAuK2Kukx5mlC3D711FNZ2E6ePDk88cQTY2yNHxEgQIBAkwTycdvp5XCtLxfN/91YOmsWHxvPtMWzZffcc092nc6sRY94Vi1/ti0/b7w/P3d8XLwv/s1lnCv/sybZWlcCBAgQqFZgIOJ20TW3hrlLrmvs5dxLrwrf+IuLw/nf/k7Hy/yrbgyv7tmXvbQ4nYWdyPVEzty+/PLLYerUqdkTjXvvvbfaI9RsBAgQIFC6QOvLOPPx2hqhMTrzMZridvHixcfeqXbLli3Z9/lxYrC2e2lpGi9epxhOcRvfSCg/V+kQJiBAgACBRgsMRNxOmjU/rNv4YPj3rf89kJef/OLRELdxdPfvK4/bd955J8Q3jopPLu64445GH+xWngABAgQ6C7RGbArRFL7p7Gk6i5t+nuI23Y4ztC6Txk5jdDqLm2I4xW2K3c5r7ScECBAgQOAPAgMTt/sPvPeHrRqw7458/HEtcfvBBx+EuXPnZmF74403DpiqzSFAgACBdgIpTNOZ1BSi8Xb+kmI2xW0K1zRmely8ToEcv49fKV7z48XvW+M2/zfAaVzXBAgQIECgk4C47STTR/fXEbeHDx8Ol112WfZEZtGiRSF+tq0vAgQIEBg8gXhWNf6tbP4rxWe8TmHaGq9p+U5xmz9bG8dPMRwfl8K305nZNL+4TcquCRAgQKAbAXHbjVLNy1QdtzFkr7766ixszz///PD+++/XLGB6AgQIEChLIEVo61nUeDvGZaefp7OwneI2rm+M1Bi18e9x8yGbHtM6Z4pZcVvW3jYuAQIEBltA3DZg/1Ydt2vWrMnCdubMmeGtt95qgJBVJECAAIFeBFJMptjMn2WN47YL3G7iNp31TaGcX8d2gStu80K+J0CAAIHxCojb8YrVsHyVcXv//fdnYTsyMhJeffXVGrbWlAQIECBAgAABAgQIEBi/gLgdv1nlj6gqbh977LEsbKdNmxaee+65yrfThAQIECBAgAABAgQIEJiogLidqFyFj6sibp9++uksbONLxx599NEKt85UBAgQIECAAAECBAgQ6F1A3PZuWPoIZcfta6+9Fs4888wsbjds2FD69piAAAECBAgQIECAAAECRQuI26JFSxivzLg9cOBAmDVrVha2q1evLmHtDUmAAAECBAgQIECAAIHyBcRt+cY9z1BW3H7wwQdh3rx5WdguX7685/U0AAECBAgQIECAAAECBOoSELd1yY9j3jLi9siRI2HhwoVZ2M6fPz/E274IECBAgAABAgQIECDQVAFx24A9V3TcnnzqSLj++uuzsJ09e3Z47733GqBgFQkQIECAAAECBAgQINBZQNx2tumbnxQdt6f82bQsbGfOnBn27dvXN9tpRQgQIECAAAECBAgQIDBRAXE7UbkKH9cpbn/+n6+HX2zdE3a98WbXl1V3rQ8nn3pWWLZsWRgdHa1wK0xFgAABAgQIECBAgACB8gTEbXm2hY3cLm5/tHl3+Nryl7LLP/7q9XHF7UmnjoTPP/+8sPUzEAECBAgQIECAAAECBOoWELd174Eu5m8Xt9//l9eOxe2af31t3HHbxbQWIUCAAAECBAgQIECAQGMExG0DdlW7uN3xyr6wdMPvwrKf/C7sHN0nbhuwH60iAQIECBAgQIAAAQLlCYjb8mwLG7ld3I7n72zzy8a/uY0vS/ZFgAABAgQIECBAgACBQRIQtw3Ym+K2ATvJKhIgQIAAAQIECBAgUKuAuK2Vv7vJxW13TpYiQIAAAQIECBAgQGB4BcRtA/a9uG3ATrKKBAgQIECAAAECBAjUKiBua+XvbnJx252TpQgQIECAAAECBAgQGF4BcduAfS9uG7CTrCIBAgQIECBAgAABArUKiNta+bubXNx252QpAgQIECBAgAABAgSGV0DcNmDfi9sG7CSrSIAAAQIECBAgQIBArQLitlb+7iYXt905WYoAAQIECBAgQIAAgeEVELcN2PfitgE7ySoSIECAAAECBAgQIFCrgLitlb+7yVPc/sO69WH13T/u6bLkuhXh9PPmdTexpQgQIECAAAECBAgQINAQAXHbgB2V4nZ09+/Drjfe7Omy6q714aRTRxqw1VaRAAECBAgQIECAAAEC3QuI2+6taltS3NZGb2ICBAgQIECAAAECBBoiIG4bsKPEbQN2klUkQIAAAQIECBAgQKBWAXFbK393k4vb7pwsRYAAAQIECBAgQIDA8AqI2wbse3HbgJ1kFQkQIECAAAECBAgQqFVgYOJ27YZ/Cv+2ZetAXtZtfDBMmjU/eEOpWv+tmJwAAQIECBAgQIAAgT4WGIi4XfH9H4S//t6qUi8Llt0c/vSceW0vl/zNip7m/qsrrw+nzbw4xDk6Xa684bbw6p59Pb1TcnynZe+W3Mf/Gq0aAQIECBAgQIAAAQITFhiIuJ3w1o/jga/v3Zd9hE78GJ3Wy44XXx7HSMcv+sxvd4Svj8zpOVy7+ZggcXu8v3sIECBAgAABAgQIEGi+gLjtch+K2y6hLEaAAAECBAgQIECAAIEaBMRtl+jitksoixEgQIAAAQIECBAgQKAGAXHbJbq47RLKYgQIECBAgAABAgQIEKhBYOjj9u6fPRRu+vsfnvDynVtWh6+N/GXby9IVt53w8XGOH/70n9vuYn9z25bFnQQIECBAgAABAgQIEOhaYOjjdsGym7KP2YkftRMvU85bEKZ969uFXOJYadx4fcnSFW13jLhty+JOAgQIECBAgAABAgQIdC0w9HHbtVSJC1YZt3975z3Zuz2XuDmGJkCAAAECBAgQIECAQOUC4rZy8uMnjHF78mnfDNt+vb3UjwN6ZffeMO/ya8Tt8bvAPQQIECBAgA/XHxwAAAgdSURBVAABAgQINFxA3PbBDoxxGz87909OOztMmnlRaZdTpp977DN6+2CzrQIBAgQIECBAgAABAgQKExC3hVFOfKDfbN95LDpj5FZxmfjaeiQBAgQIECBAgAABAgT6T0Dc9sE+OfjhoXD2hYsqidoYzstW/F0fbLVVIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0C4rYmeNMSIECAAAECBAgQIECAQHEC4rY4SyMRIECAAAECBAgQIECAQE0CQxu369evD5MmTTp2mTNnTti7d292id+vXLkyfPLJJ2Hnzp3ZMul2TfvJtAQIECBAgAABAgQIECAwhsDQxW0M2Biv+bCN31cVtzGYYygvWbIkHDx4cIxd40cECBAgQIAAAQIECBAg0K3AUMVtCssYs61xuW3btrZnbruF7Ha5GLRx7tb5u3285QgQIECAAAECBAgQIEDgeIGhitv0EuOxwjKd2U0vQ269HQnTOOns7+bNmzPZfLjGZdIZ4tax0uPidXx5tC8CBAgQIECAAAECBAgQ6E1gqOI2RuiJgrI1ZltvpzHygRq/jzGb4jZG7eLFi//opc/xcWms/GPFbW8HsEcTIECAAAECBAgQIEAgCojbluMgBWjr2dZ4O8ZrvE4xGx+azuLGSE1xm/95euOqFLFpmbHOHreskpsECBAgQIAAAQIECBAgcAKBoYrbFKJjheVYcXvgwIHsb2XzZ17T9/m4zY+fzvSK2xMciX5MgAABAgQIECBAgACBHgSGKm7TWdMYpOnMbLLr9IZS+dhtd+Y2PT5ep/HFbV7F9wQIECBAgAABAgQIEChfYKjiNnKms7fpjGu67vRRQPm4je+2nM7EpsfF6xSz44nb9Ph0Rrf8XW0GAgQIECBAgAABAgQIDK7A0MVt3JUpQlNgxut0Jrc1Zltvx8e3Bu544rb18eJ2cP9x2TICBAgQIECAAAECBKoTGMq4rY7XTAQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqoC4LZXX4AQIECBAgAABAgQIECBQhYC4rULZHAQIECBAgAABAgQIECBQqsD/ASjwaQq+RN6LAAAAAElFTkSuQmCC" alt=""></p><p style="text-align: left;"><span>在后台更新热点key的同时,业务层将进来的请求延时一下,例如短暂的睡几毫秒或者秒,给后面的更新热点key分散压力。</span></p></div>