SQL Server 最小化日志操作解析,应用

时间:2022-03-18 14:41:44

Sql Server 中数据库在BULK_LOGGED/SIMPLE模式下的一些操作会采用最小化日志的记录方式,以减小tran log落盘日志量从而提高整体性能.

这里我简单介绍下哪些操作在什么样的情况下会最小化日志记录.以及现实生产环境中如何应用最小化日志.

概念:SQL Server在满足相应条件的基础上时进行一些特定的操作如Rebuild Index时会进行最小化Tran Log记录操作,从而改善系统性能.

注意:含最小化操作日志操作段日志无法按时间点恢复(point in time)

需要还原模式为简单或大容量日志

最小化日志的操作

Create Index,Alter Index Rebulid

Bulk import操作(BCP,Bulk insert)

Select into

Blob数据操作(使用Write等)

Insert select(sql 2008后特定条件下可以)

Merge(特定条件)

应用:实际应用过程中我们实际使用insert select的时候居多,就此介绍

关于insert select操作的最小化日志

聚集表

当聚集表为空时,使用TABLOCK 锁提示将会最小化日志

当聚集表非空时,无论如何将不会最小化日志

非聚集表

当堆表为空时,使用TABLOCK锁提示,表中行数据,索引数据(非聚集索引)都会最小化日志

当堆表非空时,使用TABLOCK锁提示,表中存在非聚集索引,则行数据,索引数据均非最小化日志

注:最小化日志中表非复制表

一些文档中在堆表有索引非空的情况认为堆行数据会最小化日志,实际是错误的.见图b-2中说明

聚集表实例

聚集空最小化日志 图a-1

create database testbulk
go
use master
ALTER DATABASE [testbulk] SET RECOVERY BULK_LOGGED WITH NO_WAIT
go
use testbulk
go create table t1(id int not null identity (1,1),dystr varchar(200),fixstr char(500));
go
set nocount on
declare @i int
set @i=0
while(@i<20000)
begin
insert into t1(dystr,fixstr)values('aaa'+str(RAND()*100000000),'bbb'+str(RAND()*100000000))
set @i=@i+1
end create table tcls
(
id int ,
dystr varchar(200),
fixstr char(500)
)
go
CREATE UNIQUE CLUSTERED INDEX inx_id ON dbo.tcls (id) insert into dbo.tcls with(tablockx)
select * from dbo.t1 ----cluster table empty select operation,CONTEXT,[Log Record Length],AllocUnitName from fn_dblog(null,null)
where AllocUnitName like '%tcls%'

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xg0hlkIqUqFpGIRAiEAh1i0pkojAp4/OpEjEQg+z1uuVTK5/IioUD5xQq3y6GUy4EORcNBMNMCxkTDAdCZGTQ6eBoDx/kcbnVVjEyk+NxOpUzOZXPCIX/5xQqXw65SKIAORUOB0iI2CoMgC9ehpxOf6VBDw7FsdqG9rb29rX0iN1FbUwt0qCZZrVWr+VyeVCwJB/0CHj8aDvA5PJFACJYXGDS6yWCoikXoNLqAx4+Gg+Asm8nic3nRcJDP5Yn4Ar1WC1Fgi8notNn4XB5YvaVtuAH4XF4sHAR3fiwchKmw1WRy2Kx8Li8aCgi4/Gg4yOfyQb4QBfa6nR6Xg81i0zEGl82NhYNcNsdkMHS0NYPXCS6HncfmlpaJ9VptMh5l0pk8DjcWCfG5fLFAGIuEUBj1OB0uh52B0etrk3wuj0qm2q0Wi8kIhi2nzaqtrBRw+SaDgUFjOKxWbaWGx+G67Daz0QDG/ZDf29HWxKAxEAhRKRQ1yTgNwWAq7HLYfW4Xi8Fy2q00lKZVq8MBv1qpjEdDHBYHgRCVXF6TjNNQjI7RIQpsM5tsFjMYR7bokMNmDfm9HBa7NhkX8PjRUEDIF4IxCFQRn8vTqNXND1c2NuqQ3WoNeN1CnsDjdIBrxUIRqEkWgxmLhEQCIZ/L02s0HBYnGg6KBSIBjx8LBxk0htVsDvm9HCabSWcy6cxYJCTgCdRKZUd7s5Av3Dh6IhBiNZsioQCLwapLJoR8QTQYkIjEQDgRCLGajCG/F4aQ2uqETCKJBP1CvkClULQ01jHpTLVCGfB52Ew2WMo3Gw3hgA+mInXVCalYQiFRN+oQRIGNOp3LYUdhDIVRhUwej4a8blcsHBTw+OAVTl1Ngs/l0zE6g0aXS2V11Qkeh0fH6NFwUCoW8zhcoHDhoF8qlvA4XL1Wy6AxFDJ50O9j0pnRUAAs50ZCAYgC11YnFFIZeG9RV50QcAUojCrl8pDfx2ayTQa9gMevq07wOFy7xdJ9pZ3P4YWDfqlIopDJLre3qBSK6kRUIhInomGZRBILB4N+r1wqFfIFfC5vy/SOhtKYdGY8ErKYjFw2B4VRnUYTj4bYLDabyQajqkIm47I4wPiaqhgQVJlEAp5yNq80MGPhoM1sBklp1JWJWBiiQNWJaKVKjUCfRcYQLBIKyKVSiVB8qbVRrVA21CYdNiuLzgwH/VKxGEMwsVBYV1MlFoowBAsHfEq5nMPkhIN+sVAU9HkUMplYKGpprAOizqAxqmIROsZAYVStVCXjEYgMVcUiGpUK1LyQL7jc3qxRqRAIFQmEdTVVUrEYGCPkCepqElKxhEGjw1RYKVcEfB6w6KqSK5KJKJUMJaJhXWUlj8MFSXW0NWsrKxEIFfAEddUJmUQCkhJwQVDKoDEoJKrDarEYjbgOPT0o6RC9KnHs/v3PTsSiMaBD1VVJn8cVDQUioYBIIIKpSKVKFY+E4pGQ02aFqLBcKq2KR6oTUYfNCkOIWql8eNaGQIhaqUxEw7FwUP7w3aDLbkvEwnKpbMsDIApjKoUyHg2Dp1QKiWIxGVub68NBv0QkgqmISqGIgZTtNjpGD/l9VbEIGErA2apYxGoyhQM+jVqFQIjDZq2KRRQyOUyFpWJJIhZJJqJuhx0MH/FoKBYJglXscMAf9HkrVar6miqVQsFmsi63N8sl0tJrT5fDXhWLrD9qwZjLYauKRSQiMbhRhXyBWqFMxCJgImUzm2qrE+BdWsDnqYpFYuFgJOinY/RI0B/y++RSaWNdtU5TSSFRLSZjXXVCJBDCVITL5nS0NanWnzrpCITEwgERXwCCfq87GY9Ew8GQ34shNJlECmpDLpXBVEQmkSQiYbvFUhWLbJymgNchAa8nHglhCCYTS7SVlWKhMBYOxiJBn9uFITSpWAKWUitVKgRCZGIJSFkhkyMQ6nO7kvFoPBKSiMTrNRmN2K2WgM9j0utLoxjIyOt2JePRaDgYDvjoGF0iFEXDwWg46PO46Bjd63ZGwwGVQlFbndBrNQIeH6zfVsUiPA4PhVCz0ZCMRzVqNQojXpczFg6q5Ira6oRRrycRSCH/+iM5hmAsBrO9pVGv1YAJit/jikWCQoGwrqbKpNdxmOxoOJhMRAM+Dx2j8zjcaDiYjK8HRQJhNBxMRMNqpRKmImKhCASBXwMKY0a9vjoRq1SqYCrsdjri0ZBSrqhJxk16PZvJioYCyXg06POCx3yjXpdMRCtVKrlEWl+bVCuVAp6gNplg0hlgPcBpt7nstkQ0XFMV02s0fo/bqNfrNRo+lxcJ+qPhYNDvZTO2rsvZLebqRCweDYf8XgaNYbdaQFClUEAUWMgXREKBRCysViglInF9TZVeq/V7XCa93qDTbbyzUBi1mU3ViVg8GgoFfAwaw2YxJ+NRpVyeTETtVstG0cIQDDxKup12p81aFYuE/D6z0ZiMR3UaDQKhbCY7HPAlE9Fw0M9msoAAJGIRvUaDQCgokfPhDQ6mOD6PSyGTQxTIZjFXJ2JKubwqFnHarDAV1lVW+jxut9PustsYNEYo4EsmopGQn8NiM+nMoB8EA+A9VkNt0uWww1QEgVCLyVhTFVfKFYlY2GW3wVRYW1np97pdDrvbYWfQGEGfNxmPRkMBLpuzOcjFUMzvcW13VcB1aAdR8lPgJKt+FQ76IuF4KBiKR+MBf+D+/fvFYjEajpVdLAcOVCXvI2Td7a3ke4bAVOSRZ1EYQyAUzJTpG1yVtvt0gdvv4bUoHaPXVMUT0RACISXfm40pIxCyxSMOXLjBt2dTvsDIz5LaYBUCIeCegakwlQKZDPqg31ta89li88YgWKwDWlV6vELh9YOltSPg+1QKgowwBGPQGKXICATrNZpwwIc8vD1gKhz0eetrqsRCIcgRpn6WVKk2wNAp4PEjoUA0HDDotNtdjEpLWCW3JVB8UM8bk9peOaBKH1nP2xuxFHmjkSVfO3AcFB+BED6XFw76o6GASa+noVvruRQZosAIhLgd9pbGOpFAAI6DhxLgd7Al5Ydtum4JmHZvDG4oPrY9WOo5DzswCn9+yhu72cM4NGDzxroCHQzUGBBO4Ba4sXK2EEyCS+u0j2yFzfl+lvKTJFW6IyAK/JAQuAs22IzAoPduMLJkCR2jgyKAsxhCYzFYAZ8nGg7aLRbgDoNAiEImB/oB3PbASn7JrRF96Ne6JeWNQQzBRAIhWMx46Ha7ftc8PqnSQ1IpCFbC/R4XeF+L69BTgs++H7p/f9ft23BPT6GlueX27duf3vsUnNry/dDXRgaNwWaySx5cX3PWKIw90mH0d50vtjlfBo3BZXOZdOZvvJZJZ/A4XB6HW3JU+7IFR6lk6tdBEhWiQDSURsdoFBKFQqI8PjKGYCiMUEnrRyAylUwk/4arcD6WJAKJw2I7bVa7xWy3mF12q1qhIBFIv02aYIWZSqaSieSv1loykfyVp7mRZRfKDDrDzg3Ff9DY+h1rOr3a3dW9McZO6RD94VLPDmW9A5luz/cL1cBvX10YgknEErPR/LXRZDCZDKYvF9NkfKILcX4ejQaTy+FMJuKJWCwRiyUT8WAg8ITN8XkEzbSlab6SlvoKm/uRSek0uuqq6p0YhHF88f0UcP4ek0QgNTY07kA3xIEDxx8wvowOgbXgr2rsK316/STBxxC4QYPV7c+bFmx5e1/6H6YioESPufYLlmjr54EbjXzypDYuD2KbN0r4jbMfDKU98sXD9qRKGZEIpPq6+p3ohzhw4PjDxRPp0MXzF2EqjMIo+AimKh6RS2UkAhl81Y/CGNigCQyLEAVGYRSiwDAVYdDopbOPlC7gM+2wWqlkCAS9bpfTZgUfCqwH7bbSdwOlpMAn5VQyBN61Mmj0WCQU8nuB43KlSkUikBEIBd/9MGgMBEKZdKZGpQJaxaAx6BidSqbCVNig03W0N0vFEqlY0txYp1GrS1tOgTfnoOwYSgOvPTeY8QhFQSDU5bB7XA7woh6FUQaNoVGpgZrGIkFtZSWJQKaSIbCxymOSQmHUbjGDD35pKE1bWWnU64H80FAaHWMwaAwKmbqlNoCRCIQ4rBafx7XFZrBNjlatNhn0JSVDYNRmNgl4fEI5EdchHDhwfM3YqkMjI0t9vZt+2SERS5gMOovJqJDJwaepTrvN43I4bFYumwtTEbFQ6HE5nHYbm8kGn0mrFAqvy2k1mcBHc+Ash8V5lHsV5rBawac/YBqhUasjwQBwN1oPhgJACcRCUcDn8XlcPA7IVxQO+PRarVZdCVMRt8MO/Llrk3Eumws2B3M77HwuD0SOhAIGrRb4FCWi4fqapMfp4HG4XDb3yqUWr9vJpDNrkwk2ky3iC91Oh8thZzNZlSq1xWSsVKm4LI62shI4toKzvG3fHoIRHziFg4xEfEEk6Adfj8JU2GG1uhx2s8EQDvoVUhmHxXE77cDI7UnBVDgZi0iEIjCtcdisXreTy+bQURr4gqSxrsbjcgKfbwGPH/L7DDqdtrKSRWeCTS4SsQjwERLyBS6H3eWwO2xWOka3W8xet4vL5oKMICoMPmqpKCPgOoQDB46vGVt1KJO5GovExjJj6VR6ZWWlWCyGgiGvyxHy+1QKRWtzPZPOtJiMjfU1uspKv9fNYbFrquLRUKAqFknEwhAFjoYDLY11lUqVTCJhM0tnw+CL+m2jNi3o9YSDfo1aDXwu5VJp0OcFPtDrQb+XSoa4bE4k6K9UqcAmaVw2Jxzwq+QKt9NenYhRyZDFaDQbDQiERMNBFMaCfm9rc71GrQ75veBzerfTEQsHIAqEwmjA64mGAkq5nMVgctlcv9ftcztVCgXYy8vjdMQioVgkFAkG5FJpZ0eb22mvqYr7PC67xRINB2PhYDwarknG6dt2qcIQTCwUhYN+4EbMYbKddls8EoapMEyFDVptPBqOR8Nuh13IEySi4VgkGI+EapNx4Oe6ZT7kstsEPD6GYBhC02k0Nos56PdKRGIqGfK6nPFoWClXsJlsOsYIB32VSqXdaqmtTgC3N/CJCQIhNJTudTvjkVAsEkzEwnSMrlWrbWZzyO+ViSXAK9dpswr5AkI5rkM4cOD4urFVh8bGrrmcro5LHa0trdOF6WKx6Pf5K1XKcMDvc7v8XjeFRLWaTDqNlkKmhgI+PpfX0lir12rNRoNOo6GQqGaDQa/Tll0ohyiQkC9obqwrnd2+XyFMRWLhYFtLg0wiBbuyi4Uin9tFIpAZNMZ60OMilBNFAmEiEiq/WEEhUatiYbFQlIiEyi8SqGQqi8GCKLDDajEZ9CQiORGLwFRUr9WYDQZiBTkSCjJoDIgCcdlcv8dFIpAhCmQ1m016/YVzZSwGk8vmBLxusMtIKODlsDhel9Oo07kd9sa6agaNHvC6BTyBz+OSiETRcLA2mTDq9GaDQa/VPmpdDuFzeQGfh0xcLwKbyQ54PeAnDDQqVUdbc8DnKb9YAbbDMun1ZoPBoHtEUkCnS/+D/QWsZhMdo0MUyKjXW83m8+fKmHQGl82tikeIBBKFRGUxWGBbBy6bE/T7yEQKhtCEfIHZYDAZ9G6HnUlnmAz6cMBnM5tL4gcywt8P4cCB4+vHI9blBvoHNsYIBUMiviAaCkaCfqfdikBoTVUs6PfJJJLL7c1KucLtdBi0WpNBr5IrUBhNxqPJRNRsNLCZbBaD5fO4DDqtyaBXK5VbthDFECweCSWiYYNOd6m1CWwzEwn6W5vqNSo1AqECHg8EK1UqFoPp97rtFovDZvU47Q+DZofN6rBaEQhRyRUBn8dutXhcThRGE7FwNBwUC8VXOlqlIjGHxQkFfK1N9Vq1GmwLFvR57BaL1WTSqtWX25vZTJbX7ezt6mAxmAGvR6/V2K2WjrYmr9vZ2lSvUatrknGjXhfwee1Wi1GnM+n1lSrV9kU5PpcX9Hnbmht0mkoMwXich8HKShRG45GQyaC3GI3JeEQmkbocdqNeZ9LrNSr1YzwOAMlEiq6yMhmPiIUiiAKBmaLNbHbabUw60+t2OmxWu9XitNtoKI3L5sGLTiQAACAASURBVPi97raWBr1Ww2Kwkoko+NI+6POwGEwSgaxRqZPxqFQk3ujLgOsQDhw4vn48kZ8CoZwgForApv0MGsOo02nUaplYYjWbBDw+h8WxWcw2s1mjVjNoDDD7sZpMYP80HocHzmorK7foEJPOAEOwWCiyWcxCvpDP5VlNJrPRoKvUgJWl9aBGg0Aol821Wczg51gQCCkFwY68QIrsVguTzqRjNINWq62slIolVrNJJBDyOFyryWQyGHQaDZi1KOVyEBnE4XF4Ah5fq65EYZTL4jhsVvBLB1azyWTQi4UikBr4AQubxWw1m/UazXYdEvD4ICO9VgtkaT2o0dAxOtgolsfhOmxWiVDEpDNtZrPVbH7k1GoLaSiNRWdKRWIMwRg0OgIhcqkMvKVDIITNZFvNZpvFzGVzEQjlcUC+ejDT0qrVVrPZZjZzWGDLZDoo+JaXUrgO4cCB4+vHk/ptg91HgJCATVmAIxx4dQH2BQEeYjAVhigwRIWBWxqGYBvPbn8VvzEpsCEKiAx+3mrjtaXglpRL8gYc5EpGgq1Etqe8JTKI83BvHpARDbxGQqD1XU/AKfThr409pkSl2oAhhP7wV+M2Vg7wmd5iFcj3SaRo4/QF+CUCf7lSUluCIGX4s4LQHpkUrkM4cODYKfxmHQr4AmdOnSERSDh/73nm1JlkVXIn+iEOHDj+cPGbdWhyYvJS+6Wuzi6cv/e81H4JOKfgwIEDx9eG36xDOHDgwIEDx+8OuA7hwIEDB46dBK5DOHDgwIFjJ4HrEA4cOHDg2EngOoQDBw4cOHYSuA7hwIEDB46dBK5DOHDgwIFjJ4HrEA4cOHDg2Ems69D0FL9Y3FUswiMjK1cud+6sTThw4MCB4w8H6zo0nokuL1WsLEfHMvmRoYGV5QWcOHHixInzCbl2bfXK5Y6+vt5PPr576+aNWzfXbt5Yu3lj7dbNtVs3b9z8LHjj4dnrd+7c3qRD+Ympa6vFxYVrV1cWrq4uLS3O4cSJEydOnE/C5cW51eXF82fPGXTaO7fXFudnnpCbdGh2Oj9TmBzsuzIy2IMTJ06cOHE+OVNDvaMjfWdOnXHY7R/dvrG8OL+8OP9Qoj77vxQER5YX5zfp0ExhcqYwOdTflRrqxYkTJ06cOJ+c6eG+TGrg3JmzDrvto9s3nnwihesQTpw4ceL8CvhQh87ZbdaP7tzcPhPaOA0qHVlawHUIJ06cOHF+FfwS8yGgSbgO4cSJEyfOr4BbdOhJ3w8tbXs/NDudH+rvSg/34sSJEydOnE/O0ZG+sfTAuTPnSjq0ferzkJskapMOLS/OLS3MZlID2cwwTpw4ceLE+eTMjY1MZtMXz1/4rdblXA4bhqIYgtJQnDhx4sSJ84uRSae/+cabXo+7+ODe2vXVGxv4ecG166ubdOjAvgP7Pty3f+9+nDhx4sSJ80tw74d7lXJ5bXV1LBKJRSPxaDQejcYikVgkEo9G47HPgrFoJB6LRoLBTTrU33NloLcTJ06cOHHi/HIc7Ou6cqmlpbGurbm+tbm+tam+tam+tbn+84JtzfWbdCg11PMVMj3Um0kN4MSJEydOnI/hJh1amJ/5Cjk3O5Ue7h0e6Boe6P5dc8cdFnHixIkT55fj5v3lCrkSC/nc9G/B+dmpKx1tfq97cX46PzE2NTm+kYXJ7JYjX5r5ifHCZDabGQK7G+HEiRMnzm8WN+lQb9fl3q7LPV2XB/q6hge6hvvXOdTfOT46lBrqGezrHE8Ppof7hsCpgUexv2u4vys93Nve0sDj8EbTI6sri0sLc8uLs7PTUzOF/Mx0fmF2enlhbnFhbum35sryQjo1HA0HJsZTuBThxIkT5zeOm3ToNdrka9jEi9TJU5KhbLon/TBSNjMUCfl6utqn82M1yWjXlbbJbDo11JvPpSfHU/nc6NREZmI8NTWRKV2SSQ3091x5/933g373eHpwqL+zvaWzr6evp6urv7urqiZZ31yfHuwZ6u/8XPZ1jgx2A/ErHUkN9Q4PdG2Mlh7qbW6oVimV6ZGB9PDOVyhOnDhx4vxC3KRDL6HTuxlzz5bPvHOqJ5fuAcN6JjUwmU2/8/aeeMTf3trw+mu7aRjcUFuVSQ2UXTx34tiRfR++/967b58+dfzwoQOD/V2jI/3gqr7uywf3H4xHg7mxkZHB7pqqVPFB8eNPP536pKgOpbyh5ERmYLtBoyP9k9l0JjWQz6X7ey73dLZPjKfG0oO5zPDC7ORQf9dkNj0/MzE3PZFJDYwM9mRSA4N9XQf27Q/4XBPjIzteoThx4sSJ8wtxkw51dPRcv3k3mRg7tI+RSYGtGvpGR/oIFRf1WhVMJZVdOPu9735n9ysvnT97aqi/+7lnnzl8cP9zP33mX7797XNnTv3zP//X7s72TGogtU2H0kM98eRIV2q8vvZSuL4LwsI+d83EeP/46CYpGh3p77rcajXrL7U2BP0ug06NwJTGuqqaZDQeDbKZtOee/enJE0cZdBSFKe0tDWPpwUxqYKC38/DBQ+GgF9chnDhx4vzGcZMOJWMdIwOjHnfj6ZPnM6lesGndQO+V3a+89Nyzzzht5oHeK6+88muYSkoN9U7nx5955sf7937w858996/f/97JE0f/+Z//a293xyN1KDXUE4sPTswuz0xdGxmfjzRl6gdnQ0NjdU2X8uPDG9/rTGbTDBrsslt0GhWGUMsunlfIxJnUwJnTJ37y4x+dOHZ434fvHz60/+///v826TWFyQyuQzhx4sT5jeYmHWqsHpi/fcdf13bmxNFMqj893Jca6s2Njbgcljdef7W/5zKXTf/wg3cP7Psw6HPlxkYopIryi+dffOEXP/zhD0gVZWfPnOy+0vZ5OlQVH8xnp/Jj+ar2idbpteLMZG+i+XyZKRRI5saGgDW5zLBWrWiqr+7saKkoO//G668+//zPy8vOXbnUTCKW//rFF86cPnH86OHzZ0/96/e/ZzMbpiZGcR3CiRMnzm80N+mQ13elpm1EY/KcPnEukxpID/eNjvRnUgMH9+975609lSrZieNHz54+8e47b2nU8qpY6ML5My+/9KvvfvdfvvMv3/7lL56/eP5MpVKWz6VTj3w/lBy5vnZ75dqNqaXFtoXZ4sil291th5m0n/+6rLPz0lh6IDXUOz46FPA5ZRJBdSLyt3/7f505deL82VPf+Zdva9RyBCLvfvklIuFi+cVzZFL5D/7tX81GLa5DOHHixPlN5yYdqq651JItKj0txw5hmdS6+9nIYE97awOVTGAzaW/teSMRDZKJFcSKssls2m4xguNkYgWbRVMrpd1X2jKpR/sp1FaP3L3z6dzNj3vmii2Dq8Xu+mLvpcRo8kOSpL62djw9APLK59K5sRGHzfSd73z7xLEjJ44f+dEPf6DXqSUi/huvv3rk8IHXdr986uSxZ599JuB1TWZTuA7hxIkT5zeam3To/Bn68VPo3v379u87Pz46lB7uBc5vJ08ck4j5Q/1dP//Zs3s/fP+Zn/yYjsHVifD+fR9mM8MquZhQcXF5vnDq5DG5RPh586G6mvS9jx7kbxWDg731bQPFy803WkK+rvC+07KGZB1wWBgd6R/q7yITy3kcxjM//lFF2QVixcVf/uK/qZWy+poEh82QSQQHD+z1uu1mo7apPpnNDOE6hBMnTpzfaG7SIYfN7rTZnFZjdSIEFAgwnxsFM4/qRGRqYrS361JDXdXEeKowmcmODrW31DfWJcdHh6YmMtnMutPBFh0aHekNBLstrjpuuOG0V9rS21bsSWajNonNd3CfuKF2XYcmx1NcNt1hM4X87n17P7h5bWllcfrQgX0MGkIilF84f+bCudNWs4FQfvGdt/YcOXQgNdQ7lh7EdQgnTpw4v7ncpEOT2dRkNpXPpXNjw4+MnRsbSQ31jqUHx0fX99EZGezZGCyxpEPRsG98dDA91FNV3caSyWgqKVOnMehcFyimvcdEez/gv/zr8031jaMjvUP9XcMDXX3dHdnMcENtlUGrymWGe7svXTh3WleptJn1M/lxlUJy9vSJkyeOKmQinUY50HM5PdzX29Xx3jvv+jyObGZwqL8LJ06cOHF+g7hJh0ZH+r8qjo8O9fd2fvDeB82N9StLc3MzU8sLhRurizdXF29fXUoNjTTVX7rU2nmprbOna2B2Oj8/W5ifnZqbmVqYK8zNTC0tzF6/ugSO37l1/frq0rWVxbmZ/PWry3duXb9z6/rateXrV5fmZ6cW56enpyaUckV31+WVpbn52SmcOHHixPkN4iYdGh7o+ao4Mtg70NvpcTlSw4Oz01NbuDg/s7I0t7I0C/7OzRS2x/kCnJlaXpyfn53+rRLZzLmZwuzMV5baFy3Ob1shTwO/CaXYyVbGiRPnQ27SoWNHjj2GR48cPXXi5InjJ44cOvz4mCDysaPHzp09d+zI0cMHD/3uefirSurQwUOHDx0+cez4oQMHDx04+LUYvyn348eOHTl0+OD+A19z1l9tKY4dOXr86NGnthSftfLBgwf3H8CJE+cOcpMOtTQ3t34+21pbtBotgqBXrlx5fMxvNltamhsby8rKAoHApfb2luamrzHr5taWFgGPLxQKr1y+/LVm/ZWyrbXF5/WWXSy7cuVKa8vO2/PIqm5qbCwvL/d6vVdw4MCxo9j8+0MTmcdwZTbPZbFMFkuxWJzOph8f+TGcyY0uTU8sTU/M5Ea/dCK/Oy4WcumBnqOHj65evXr31vXC+Ag4vrY0c3N5bnVuajqbXpnN31yeu7E0OzuRWZjKrsxOzuRG5/PjK7OT8/nxm8tzN5fn1pZmZycy1xYKILgym1+emZzJjc7kRhcLuZXZybXFGXBqPj8OqmJucmyxkCOWV9TW1RWLxcL4yExudGk6tzzzG+oK5A5Su7E0Ozc59kVbZGVmcrGQnc6ml79g08zkRpdnJhcLuY2XrM7lLUYDk8kqFotzk+OzD0+tzuXnJsdAdqtz+UdmNJMbXZ3NL0xlPyflqbnJzExudHUuD+ptZTa/MJWdnfhifWmxkM0M9h09fGR+fr6IAweOpwDrOjQ22PMYTo0NIxCk1emLxeJof9fjIz+SmcGeyfTg3GSmNhZqTMYm0oNfIpHfNSfSA13tzfv37p+ZnV1dnE33XRkb6slnhrVKqYDDiPicq7P56mhAwGaoZeLC2MiV1ob2xprpbKr/cltDVaTvcpuYx1bLRAqxIDPY43NYRDyWkMOMBzyNyehkenAiNXClpb4mGlDLRGqZSMxj911uzaUGxgZ7xod6c+mBs6fPxOOJ4v176b4rudTApcba5prERHrgMTZnR/oHuzpUUpGAzVCIBbnUwPhw3xcqckNVpLOtcSoz3Fxb1dZQDex5PEcHuvOZoZlsur4q0tnakB3pL50qjA+r5DIUxYrF4vhQX2agOzPYk0sNVEcCqb7OifRgQzJaFQm0NdRMbMsolxqojoV6O1rymeHG6tjllvr1lId6Rwe6vU7r5OjQ5OhQbSyUHe6bSA3UxEM9HS0bc3+yIvf3XGrdv3ffxMTETt55OHDgeIiHOjTU+xhOjY2gMLyuQwPdY0O9mcGewnhqqZADQ8PSdG6pkAOD4GIhuzA1PjbUuziVzWeGJ9KDS4Xc8vREwGX1OSxXWusbqqJzk2NLhVw+MzQ5OjQ9nlqcyk6kBzKDPY8343fNifRg96WW/fsOzMzOXl2cTfd3zuRGxXz2qeNH+Cx6+dnTJo3yzPGjfBb99IljSqkw7HX+l//ynzNDvTWx0P4P3hsd6Llw9tQ//eM/cBhoZrDn5z97lnDxHA2maOSS9995ayabXluYxiAyqfyCTMj7x3/8h4oLZ/s6WibSg2NDvePDfbn04LkzZ2PxxIP799L9nQtTWQGbQSq7sDw9AcxbyI8vFXLjw33Zkf6lQm5pOpfPDBfGU36X7Qff/x6fRT93+gQDgwvjI6BppjLDowM9c5OZ7U2zMJXNZ4YnR4c+vXn1wtlTerXi9uo8lVjOosGLhSywB0QeH+4rjKdmJ0bnJjOjA92FsZGlQu7myqzDpGuprSq/cNakVd1enc+O9IPmK4yPqBXydR0a7s8M9mSH+8aG+954bXd9MrY6N3X25LE9r7/KpqNrizNLhdzU2MjoQPfsRGapkFudnfzg3Xd8TuvN5blzp08oJIKrc1PT2fRSITs21BsL+aQC7kjvlWd+/MOyc6c/vXV13wfvee3mmdzoUiE3n1/vcgv58enx1MLUeGawZ3J0aKmQm8mlN3atifRAb0fbgX37cR3CgeMpwZPqELZZh2Zy6ajfTSGUtdQm2htrEQqRSiwf7Lo0OTrEY9KkAk4+M8RnM6rCvtaGaiYGN9UkjBrlcz99prEm0Xu5tToaoBDKmqrj7Y21AY+dBlN6H47IO65DB/YdWJ8P9XcuFnJ7338nGQncXl2YyoyIeawLZ08VP7nVVJM4fGBvdSTwn//qL41qeXNdYt8H763O5kcHuvd/8N7qXH5sqPe9t9+cHB26OpefmxzTKGVcFs1jN5MIZePDfcvTE3vffzeXGphMD4IhEujQ+Y06lB8X8zkQqWKpkBsb7suPDvFZdIRCnEgNDPdcphLLEQqxNh5eKuQcFsPFM6eKH9/obG148/XXrs7lE2E/E4Prk7HlmQm1XEIhlHVfap4YHcQgMpdJy2eGBWxGVTTQ0VTLRKGf/viHbqvp1socSiXxWDSgPePDfTwWXcznjA31RnwunVKqlouvzk1FAx4KoUwlFRHLzu/94D2IROAyaRwGlurrzKUGgA5VbtahpUJOKRa88dpuUsXFu9eXL5499d7bb6qkwvbGWgqhLB7yrc7l9ZUKCqFsuPfK8SMHA277jaXZ8gtnDRplc03CazczUHhsqO9SQ80br+5GqOTXX335Z889O5kZOnX8SMjjGB/uY2KwWioCVcRl0oIeB49Jm58cu9JSz8Rgv8OyUYqADu3HdQgHjqcGX0aHpsaGa+PhQ/s+cJh0FefOHD98cO/778hFfHL5BYhQ/vqrL7/8qxcIF84+/7Pn2uqrG6pjB/d9+MZru0nlF44dOcjE4BNHD5WdPe0w6SvOnTl59PD3vvddMY99+vgRMPw9VTq0MJU9emi/32WbGhtZmMpa9ZXnTp+4vjgdC3pPnzgadNtPHjt84thhv8t27PDBxULuSmvDe2/tmRgdzI8OPffsM3te2w2RKvKZ4esLBZhCfO213ePDfdPZdGaw55033+i93Jod6QdZl3Qo/lCH5jfo0NzkGJeBEi6eoyNUmFxBLr8gEXA/fPdtUtmFWyvzUb/7n/7xHw7sff+N13ZbjLpLTXUv/OL5E0cP7X7lJTYDPX/mpFIiFHBZMJmIQWQKsRyhEH/5/M/dNtOpo4etBs2vfvm802K8tTKHPdShuckMmVD22isvv/TrFwnl53/0g38jl1+4eO4Mi46cPnnMYdL/6oVfHPjwPULZeWL5hZ/97DkOAyOcPzs1NrJdh7Ij/b0dLaeOHsqN9JPLL9RXRSBi+YEP3y87d/r8mVMOk/70yWMsGnL21HGNQiLgsg4f2BvyOIAOeezmg3s/2P2rF+gIlUIsP3Hk0Nt7XuezGcSyC2eOH1VKhKSyC0GPY2ps5MjBfS+/+AJCJrz0wi9pMOXg/r2UijIODT2074Ojhw78/Kc/8TstM7lRXIdw4Hg68WXW5WZyaZNWdezwgWKxePr40T2vv+q2Ge9eX/rgnbdfeuGXF86cpCNUNh09eeTQcO+ViovnVFLhi798/t239ujUcouu8vXdr5SdO1ssFs+cPP7m66+KuKyV6YnXXnkp1deZfQp0aP/m+dC+D99LhH1rizPzk2NKifD8mZPFj9YakrGjh/b7ndaKC+d6L7c99+xP331rz8rs5JXWhnff2jMxOjg21PvOm2/0XWmbygwv5MddNhMNoejUcgYG5zPD40O9j9Shjety8/lxEY/NRKG715fuXF3c+/47tfFwbmTgtVdffufNN26uzDvNegqh7ObynNtmOrx/bz4zHPG5zp46HvG7vvedf5EJuSiVdGjfhzqVrPjJrexw3+u7X071d7U1VL/2yssXz55uqIq9s+eNYrEIkSqMGtWtlTmUQpSJeHeuLdxamXvlpV+fPXmcgVB5TNqH772zND0hF/Ff+fWL5efPFItFhEzY89orXocFgyiGSsXoQM+br79a0qGN63ITqYErLQ3f++53UCrp3/71+0GXDaWSDu3f+/47b50/faJYLF48d/qF5/+bSioqfnpncnTwvbffSkYCxbs3CRfPWfWV50+djPo9l5pq3317T/n5s++99WZrffWRA/suNdYKWfR/+Lu/a0jGFCI+A6EePrDv7T2vEy+eb61LnjlxrDoafO/tN3/27DN8NuP86ZOJkK8wNoLrEA4cTye+sA5lBrqnxoZr4uED+z5wmHQXzp4+e+r4of17ZUJexcXzMIUo5DLlYoFcInz/nbcuNdYe+OC9RMj7xquvXDhzioXBNIh84uih82dPO0z6i+fOHDmwT8hhTmWGX37xhXR/187q0OS290NzkxkaQiGWXzDrKmFShVzIO3XsiFVfSSGWc5iY06w/cmBf8e7NN3a//NwzP7k2P3W5pf7Vl389OTqYSw387Nmf8tmMSrnEZtS+/eYbE6nB6wvThLLzTBqyOJV95aVf9XS05D5fhxamsmI+59cv/tKgVnhsJjYDJZadpyNUKqmCSqpQSoWHD+yFSBW3VuZtRu2hfR/eXJ6tS0Tee+fN9obq08eOxIIeuZAn4jLPnzqhlAjFHCZKJtIgMpVYTiWU733/3SutjYcP7LMZtc/99CdWg/bO1QWYRHjzjVd1KpnPaaNRyQIWXSkRqCTCt/e8sTiVZSDQscMHSWXnvXbL7pd+RSq/IOQwzpw4ZtZXdrc3v7775cJ4aosOZYf75ybHzp48JuWz/S6bx2Y6fezw8SMH331rz5kTx8rPnXaY9GdPHuPQkPOnTmgUEiGbQYPIlIqLNoP20IF9jdWxowf3x4Le6ljwrT2vHT98sOLCWY1C8t7bezpbGzua6/7kT/+0sTpWduEMWCfc8/qrJ44cqgr7Dx/Y53NY9r73DolQFnDZmBhSmwhPZYY36hD+fggHjqcHX3hdLrP+fmg04ndTCGVd7c1sGvLiL59nYfBgV8fk6BAGk1l0JNXX6bObC+Op5po4hVCGUUkjvVcSIa/barzS2lAdC1EIZY3V8da6ZENVNDfS77GaMoM9O7sut12HgDxwmTQqsdxm0K7MTgZcNgqhjEVDJkeH2htrwz5XYTw11N0RdNvzmeHhnstuuzk70j+ZHtQoJBCpgkos99jMMb+7MJ7KZ4abquPxgGdqbMRrM6X6OkvlHR/um3ioQ8X799L9nZPpwfbWBoTPJjMxnkIyMZfnKaUQl5mbnaxtbzp49tRPfv0iSyZcvrna3t8ZiPgLYyN9l9t8DsvCVDbqc1GJ5YmQd3l6QqOQUInlPZeaJ0eHMIjMY9LGh/vcdnNhPNUImgYi91xqnsmN1iejKJVEJZbLRPzJ0SEGQmXTkFRfp8dumRwdqomHm+uq9CrZwX0f/tv3vnupqS4R9Hrt5o6mupHeTp/dvP39UHa4Pz865LaZBjovLeTHp8ZGPA5z2Ov0OiyXmuoaqqIUQllVyHd1bspYqaASy6+0NEyPp3hMGoVQ5raZlqZzfre9+1Jz3+VWn9Ma8DhGeq947eaA0zrQ2T6TG40GPF1tTePDfRhERijEgNMaD3h6O1rCPteVloaaaLCrvZlKLLfoNYXxkQ2zXlyHcOB4urCuQ1Njw4/hwlSWgWFAh/KjQ1Njw/nM0GIhu7Y4vbY04zTr6+LhezdWZ7LpwtjI9cXpa/OF6fEUcOiaz4+tLU6vLc7MZNMLU+NL07nZicxCfnxtcXp+cgxwKjO8PD0xNTbyeDN+15ybyAx1Xz6w/+Dc/PzttZWJdP9UZrgwNnJtvrC2OL08PQH8r9YWp68vFKbGRmYnRhcL2cnRIfCtTz4zVBhPLU9PTGWG85nhq3P5tcXptcXpxUJ2sZDNZ4bzmaH5ybGF/Hg+M7Q8PVEY/6y84Fuli+fOx+OJYrE4me7PTmQmuy/f0GrXDPqrOm1BJLqm060ZDAsKBe8HPyT+/f/D+9FPJgWCglg8y+fP1ddk8mMz2fTSdG5ydL1pFvLjk6NDq7P5tcXpjU1TGE8tb2yapZmZXHpydHB+cmxtcWZtcXp1Nl8YG7m+MH1toRR5aGVmMt3fdfbUcWLZ+YDTOj85Bnz2ZidGC+MjS9MT+czw1NjwYiGrr1QjKFYsFqfH05Ojg8BjLZ8ZnhobWSrkFgvZ5enc3EQG5L4wNT45OrQyO7m2OD2TG50aG35Y27n1a7Pp6Wx6aTq3VMhOZ9OLhdzSdG46m8pnhpamczPZdGE8dX1hem1xZmk6tziVncmmFwvZmdzowtT4bG4UNBywDXB2YnS4p/Pg/gO4DuHA8ZRgXYdoKPoYsuiMd99+12A0pdOjEJlCQz47hSEIl8XiMJkYgjw+kaefdAxDIWjPG3uyuZzVYqGSyV9f1ijKojNef/X1eCJx+fJlAomkYnOmn//VjV1/cn3X/3B9158AXtv1J9d2feujP/6zT7715x9/689v7PrTa7u+dX3XH9/42/+398ARiMuh/e5aAUEZGCbk8YRcHo/NpqPoxm5QIpNGP3zwEIbSpmdmMATB4KeuV9AxDIWR3btffTp16P7c3Kdj459mJ3B+Lsezn+andrqhcHyVWNchHovJfQyZDC6TXl9TZTMZaAjEptN+X8miY0qpuK25kU3H2HTsazcAa22sr1TIqAJu9Wtv3v6j/7DwxtsFCJ6uIGzkzENOVxCmyZSZ4ydv/K9/Pfof/hP7wAEmj7PTdYjRUTga9If8Xgyi7LQxn9PKNEzEZV+7enVn7z2A+zOzd7jCO0Ip4NX/8x+X//TPV/7nv8D5J67HAAAAIABJREFUufwf/+PKX/7NbSbvjkh2Ryi9w+TeS40Wi8Xigwc73Zg4viTWdej+3Tuffj7vf3K3r7dHp1IUi/d31tyvBQ8WZ3fsaWt5bvr+/XvFB/fvXqhY2rXrptv7UbF49zfxJhm5umtXMRLbKbO34Ob11ZvXVnbaisfh9trqxx/d2Zm8Hzz4pLX93qXLN/YdufbtH1z9+28v7dq1tOvfLe3atbRr1/Vnf7n26ls4fwNf3L20649L9bb6f/z9tf/v2Wv/9P3bKONee8e97p6daVkcXxZP7C8HwXQY3lFTvybcv39/aX5mp3Jfnp/9tFgsZidW/6e/uPb9n9yffCJF/EhnXP6jP7357r7inY9+xwY+EW5cW715/amYbXweVpfmP7p962vO9P7C4q3zFTfe2bv83/375V3fWv2L/331r/7m+k+fv+v03HV67jrcdx3uB3c//pqt+obirj901+a66/TcdXnXdr+5+p/+evVv/m7lz/5qedcfrfwv/9vNo6fv9fbvtI04nhRPqkN0DGPRsI1XfvLJJ5cvXy4FBwcHFQqFTqcrFot37tzR6/UgeP/+pilUoVBQKBQdHR3FYrGjo0OlUikUiu7u7uvXryuVSp1OZ7FYNl5y+/Ztg8GgUCgymUyxWOzs7Pz444+9Xq9Op1OpVGCJ3+fzKRSK27dvfyU1cu/evcW56Y1Hcrnc2NhYKWi32xUKRVNTU2/v+o/a3rp1a2NVFIvFbDarUCiUSuXa2ho4UorQ3d199+7dYrH44MGDrq6uLbkvzc18Uizen5pe+ff/8cYb7xaLxYmJCYVC0dnZWSwWW1paFArF8vLylqsefPTR9X99ZuUv/vrB6lMx+l+/urJ2bXX78bm5uc7OzoGBgSdM586dO6UdeUtobW29efPmY6568OBBc3PzvXv3isXi9evXu7u7t8dZWZz7mnXo41ji+k9/sbTr3y3v+u/XfvnKzSMn73V2319ZffB0PDp8s3Hv3v3llQdXr30cCN04eOzaP//b0q5dK3/2lzf3H7136fJvvhzHTuNJdYixTYfW1tY++OCDBw8eFIvFkZGR8vJyp9Mpl8s1Gs3IyMgLL7zg8XhUKpVAIChdsri4WFFR4fF4uFxuPp8/ffo0l8v1eDwjIyM3b96USqU//vGPI5HIRh3q7e39xS9+4fF4ysvLp6amjh49Oj8/X1NT89xzzzGZzJmZGafTyWKxrFar2Wz+Smpkuw7pdDqpVAr+1+v1PB7P6XQymcwf/ehHCwsLxWKxoaGhoqKiFD+fz5eVlblcLpPJZDAYisXi9evX33///ZmZmeL/z953x7V1pWkrcXqbksmUnbazu7NlZmdmd2ay82V3WtrESWzHcZzEdtzBgAQIECABAtFU6L1juunYBmyKwWC6scH0bqoECNRQu/eq3Kvz/XFkWZEAG8fBTKLn9/5xdTnnnnOPxH3uOed9nxeAEydOdHR0AACmpqY++eQTi9YhD+m7eyQvfhejei6KxT4+PmVlZYmJiVlZWUFBQcXFxUwm0/pBLP/jm9J//DfDmvyhDMIXxEY81NbWZmdn5+/vv1HFrKwsOEoQy8vLJ0+etCgzMTGxeesGg2FiYgL+MhcWFpydna3LbDMPIbxIEelJ6T/8ExIYqrvabFAot63pryGIuXnd1WblZ6ckz78seeEV7Y5Zr7ZhIzz4fEipVJLJZPjf3tbWBh8uYrGYRqMNDw8HBAQAAObn58+cOWOqMjc3Z/poMBi8vb3Hx8dNf5XL5d7e3hb96+np8fX1BQAwGIyxsTEvLy8o1x8QEAAnQ4GBgTU1NfCCD2VErHmooKAgPT0dHnt6eg4PD8Pj0dHR6Ojo+vr66Ohomdmm99DQkLu7OzxGURQAcPbsWRcXF0hmu3fv3r9/PwDA1dX1N7/5jUXrIuGSDgDlx59JXvoeECxO8vkUCgX+qbCwMCUlBQBw5swZmdUeu/z/3tjJPKRUKtls9rFjx5hM5qFDh4KCgurr6wEAV65cCQoKMlHL6dOn2Wy2Xq8PDg5OTk5eXFyk0WhyuTwsLAxOiAEAPT09LS0tDQ0NPB4PQZDa2locxy9fvqzVGle04HxIq9UmJCQ4Ozu7urpa93A7eQjlRopIu+SvvY7Pzm1PizZA6Dq6pN/7ieSF72gv1T7qvtiwGR4OD3V1dUHimZ2d9fPzm5ube/XVV8lksrOzs+nxAQDQ6/V1dXVkMjkhIUGlUnl4eHz66acBAQFwAsTn86lUqkX/xsfHf//735PJZB6PJ5PJ3NzcIA/R6XS4vCOVSv38/Ozs7EyrZF8Qer1etDEPMZlM85Wi1tbWgwcPzszMmJcfHR319fWVSqVOTk50Ol0oFPr7+6vV6tDQ0Nu3b4eEhJDJ5JiYGE9PTzc3N4vWxZCHDhySvPQ9sLS8vCZ77bXXyGRyQUFBaWlpcnIyAIBCoaytrVlU1F6oEj/1DYQd9lAG4QtCIZMoP89DLBartrY2NjbW29vbxcWlubmZzWZzuVw2m93c3Ozh4bG6ugoA8PDwqKysjIyMvHDhQklJSWFhYVBQUE5OTlhYWH5+vk6nAwAwGAx7e/v9+/fX1tbyeLzw8PC8vDwfHx8MMy5w4Tju4uLC4XAKCgqKi4s9PDyse7htPIQVFIkff0b+l7eJxeVtaM4GC+ha2qQ//TfJt/9Bf6v/UffFhg3x4DykUChMb5qdnZ1MJhMAIJVKPTw8hoeHmUym9QQFx3H40hoYGNjR0REaGsrn801/5fP51q+uN27cCAwMBAB4e3uPjIyY5kMmHoLbQgiCHD9+/KGMiDUP5eXlnTt3Dh57eHiMjo7CYp2dnbGxsZ2dneHh4UtLS6byQ0NDkGD4fP7p06dnZ2dff/11Pz+/v/zlL2NjYxwOp66uzt7e/sqVK3Q63aJ1Iw8dPALnQ+MLC5Cbo6KiTp48WVBQAACwt7e3ng/pe/vEpGeVTuu8+28/rOdD8NsZHR11cXEJDw8HAGRmZn722WcZGRkAAHt7e8hDbm5uAoHA0dER1hobG/Pw8JiZmcnKyoJ7igCAoKAgKpXa3NwMAHB1dRWJRE899VRTU5OpLRzHmUzmyZMnhUKhVqu1nmSDbeQhNDJWRCJpLlRtQ1s2rAu1t5+Y9ISupe1Rd8SGDfHg+0MYhr3zzjspKSkpKSldXV1BQUEpKSk8Hq+wsLC/v9/6CQsAUCqVERERaWlpPj4+MzMz7u7u/v7+qamp8BEzPz/v4OBgUWVkZOSNN95IS0tjMplLS0tkMnl5eRkA4ObmBidAV69e5XA4MTExcK7wxWG9LldYWPjxxx+npKSUl5eXlZWFhISkpKSwWKw///nPcrkcANDV1WW+P7SyssJkMlNSUuCEz9/fv7Ozc2xsbGBgwNfX18XFRSAQFBYWSiQSOzs7i9ZFZjxkmOcLpdKAgIC0tLTQ0NC8vLzAwMCUlBQ2m23tlKHv6hY/9pyK6vlQBuELwpqHkpOT4+PjXV1daTTaoUOHUlJSgoOD8/LygoOD4c+ms7NTIBAUFBSUl5fn5ORERkaGhYUVFhYyGIyKioqAgIDY2NgbN25IpVIWi+Xo6HjlyhUMw1xdXRkMxs2bN00LoRBUKjUrKyssLCwkJMTEaubYPh6KSxKRHtOUlG9DWzasC7W7t5j0rK6981F3xIYNYeQhmHNhI+PfHrPmIQBAS0tLUVFRUVGRUqkUCARFRUXnz58HACgUitu3b8MyYrG46w5WV1eFQmFRURHcDxgZGSktLS0qKurv7wcAYBgGt4uWlpZMVYRCYVVVVVFRkUAgAACMjY1BZ7PJyUml0rjZe+XKleLi4oc1ItY8JJFIzp8/X1RUBLc0amtrYZ9Ny3EoijY3N5v6LJPJlpeXi4qKRkdHBQLByMgIjuOw5NjY2MTEBNw00uv1cGplDtHyoh4A1WenxLte1E/eBgDAEYMOe319fXC01+n2zuYhAEBpaWl5efn8/Dz82YyMjAAARkdHi4qKVCrV7OwsnOnCaW5xcXFDQwMAYHJy0mAwlJeXazSasbExuVw+Nzc3Pj4ukUgIgpicnBwdHcVx/ObNm+3t7XD8Z2ZmxsbGAAA1NTUlJSWwIQtsNw8Vl21DWzasCxsP7XwYeQimVd3Iluemwjgcax66HwwNDQXcAXQ+vifa29tNVcwdprcH1uty9wPomgExNDT0wK2L16TY0Mjaf/6X4v0DxFacsHc+D325LcrlpvG/dOnSPcvbeOjrAxsP7XwYecjH25uxsfn5+Hz6ySFeaPCj7ev24NHGsUr1GlVmjohE0mRkb6ki0d4lJu1S0xj3LvrlQ7kmUyksPSl2FLYtjtXGQ48cNh7a+TDyUEZqSubGlpGSnJGSVF99QSxc/Mrb6hKfPz3+qFrni4WilDQZ6SlpCEe0JtlCtydGRa/+n/jwsVXxyiMfw6W56aX56UfejQ1teVEwM7k9uj4Pj4cMBjUKgMGA6DYsokUNui1GL+h1Bq3FBXUEf4FYXjXgD9DJ9WAgDBrNeopgBoNKDQwA4DqDZuOb+sKw8dDOh5GHtJhav7ERWux6Z0daYrxWg33lDVWrhYL5R9X6qlohz8mTkHapImK0Ou0W6gJCxfAXPfmCuq39kY+hVCSUiVYeeTc2G+clPoY+HAGOzXE/PGQQDGvKyrQVFzUVlZqyCm3DVe2FSk1+oaawXNttXJfWX0xBz7YBQGgT47Bmy21F43XGa9TuUThqRkV6qa6iDMs9pykowuK5KgcKllOkKSjCcvI11R0GAIibRWjhNYArtBdKsNxzmqJSTd5ZtZ8vEnUWN4aiEXjfTXxxvbHCpLrGak3peU3FRaOVlGmv3TLoP19MMYX4h+gElnpFhrEalUsEoQVEZ5E6ovhz/KmR6xorsdxCTUGR0XILtE09hgdiKxsP7XyY/OVuTQz2bmTzk8OB/v7soKBH29ftAY7jj3BdTqJFVQVFYtLjaGziVuuqvXzFpKf0re1fRse2BMWaVLmz9eUkO2ldzrA8rD52QHHcGwmgy99+Dz17Acss1rW1oz72CuY5AACQDqn2v6f04qJRsaqP3pHvd0Kj4hBuBJpVQyjmMS+6msFCQsLRIKbi7X0qPx4SHKp291SHlhD6NX1Lq66pRXetVVuYoDxD1lxp1V1r1V1t1nUMENJFbZqPyisGn13Q3+jQXb2qPvSJKsNCSInQlyUpqdG49fSI36587x2VVwgSyDaaB1l+1EVvUrjFlIRUCZQTahcv3azcIPrcT0KXEqBKawIA4A0ZKuZZAwBANoqlVRkAAEvXlR8fQnIuai9UGe0sT/Gpo371Qb4CGw/tfBh5yJSg+v7jh7Ra7ZUrV0wfu7q62Gx2VFQUjuMqlSosLIzNZkdGRpqiCwEAcrm8tbUVHgsEAui2UFpaymazoSrPxMQEjG2Eztn9/f2zs7ODg4PwZFBQkClnTHNzM3SvgoDe22w2G8aRGAyGxMRENpvd1tYmEAgsxN90Oh2UYFgX1v5yIyMjAwN3NROTk5PZbHZVVVVjYyM8o1AooCsdBIIg0dHRME5Tq9XW1dXBvvX29opEIjabffHiRXydf2sAAJBoEGV+oZj0OBpjVBIaHh5ms9nt7e0AgMuXL7PZ7IWF9cVP1Z4+YtIzuraOjW5t27CRn8Lc3NzVq1ehrNH9QK3TNjY0WJy8cuWKSbVvXRgMhrq6Ohj0KhaLYaSRBXaan4I2gamgBKHhQcozNP30kjYrBYsIV7n56/gIQBcwt8OyPx1HYuLR6Bjle39TUjhoVBwSHqPtnjOsdqudwnG1Au+o0VxuN2hQ3cVS7c1pw3ynmhyLA4DfasAyc7Hcc1hUoPLICfTsOSy3AMvK102IiZFmxPGA4hMKmp6vycrWlJWrDx9WUILR+EQ0Lls3eVfGUJsVoE5tsuw0v135wT51SJwpaQUaSFecot7hIb0m2g+pGAf6ObWHv25JiDGoaNWYse7akPqMm25RCwDAG7NU3DIA1lDqKVXIRQMAYLFLRWPj5kt5mgm1h5deCB4ANh7a+TDy0JFPDgrnb281jvXYsWMwWHVgYMDLy6uxsfHcuXNxcXHDw8MHDx5sbW0tLS0NDr7r3SAQCHbv3g1jMLlcbnx8fGNjI5vNbmxsjIyMvHjxYlFRkbu7e2NjY1hY2Orqampq6oULF+Lj4zkcTmtra0hISFhYGABAqVQ6ODiY64xRKJT09PTW1lZfX9+BgYGMjIzMzMzGxsbQ0NCYmBgOh4OiKIqi8/PzAIDe3t51w5sgrP3lMjMz4+Pj4XFCQkJaWlpjY2N8fPzrr78OXbcvX77MYrFM5cfGxvbt29fa2lpdXc3j8ezt7YuKilpaWoaHh+l0emtra3p6+kbqDxY8NDc35+HhAe+dzWbzeLzW1lYajbau6/bO4SFrPQWIa9eunbK3Z2ysL8c7mznY10fc7NX33MK7bwr6+k/YW4ZYmcc+rwuDwWAqMzMzQyaTrcvsMB4yaGN9lW48LD5M5UjVDo3rCiMVb/xOvttBc20Y76vWpMWr7Mhqfx7C4Sl3v604zUQ4YUgwT3trCQCA3+zQpserQmJ0t6UAAPzGZcQ/AIlJ1/UuAAAMK7P6W/36gSF9bb6K5qW7OajvH9T3DRBrWgCAYaAMTSjQj8/jfW1YfJzq6ElVVLm+f1DfP0KI746P/jxL9j9H9KLPr7jpllAuC4lJxdLOYqkZWEo6FhWOxOUZ6WO1V23nrZMCoJ5SuzN0IkDcLFAeY+AoAADoYsmyP1PhyxjeXqDyZaMerqqAPOPqHL9T5cH+3KsaOmbjoa8wjDz0+p//JBLMPLCuD/S0BgCsrKx4eXmNjo56enpKpdK+vj5ziQSlUvnss8+WlZVptdof/OAHWVlZpaWlMPSnvr4+LS3t/PnzZWVlAIDKysr09PQLFy5cvnw5LS2tvLwcsldhYWFJSUliYuKtW59LMUKn01taWqRSKZfL7enpYbFYMBQpIiKio6MjICBgenp6enqaRqMBADw9PdfVYIbYXNfH29vbJBe9uLgYFxdXUlKSnJwMQ4IgxsbGnJ2dpVLp7du3PT09aTRaf3+/UqlUKBT29vZSqRRKQa8LCx6anp729vaWSqWxsbEMBiMjI0Mqlbq7u8P4WQvsIB6yWpebk8l8eLwP7U570+lH9+/3olAqi4oNaqSmuOS2i7vWl6X2DVD7BtS98c7Un97UPvuy7IVX1p76xlxAMI0dury87O/v39vbC39sV69era6uhnqvEomkqKgIx/Fz587BwDIAAEEQVVVVCoWCw+GcPn360erL3Q8PEZMtqhPHVL6RaHy4cu9+dUyBtroWF0sM033a6iYDDoBySHnoiCowEo2KUb73luKkPxoRjXAjNS0j+PUahOasDsvR81cIicwgWyPEYmJ2RBPlrgrM0N/sxuKi0OhELDUT9XGUv/sJEpuCxiZiyelYZiHOF2tjnORvkrHLTSgvCOHEoAFcdXgqGh+FZlbf9VNA+YiHk5rNRXPNRCu6axBmABqVhCYkI2w2wo5G41PQhFQsNQMNT9bdFusvRKrDLwIAgGJc7c7Q8XEAdJjnUeTijGGxT7X/XbljOK4GAACi6+zaf/5WxSy9u0Uk7FV++qGKwUHYYUbzJiuOuOsfKKeVjYd2Pow8dKur9fZI/5b0FDbXl/vDH/5ApVI9PT3NBW8EAoGTkxPUBLO3ty8rK6uoqIBaNdXV1VlZWefPn8/PzwcA1NTUQB6qra3NzMzcv3+/l5cXXI3x8/OD0bLmoNFoR44coVKpTCZTKBSyWCw44QgPD29raysrK7t06VJjYyOkBBaLtUlO6M11Ti305Zqbmw8dOmSuoQcAmJ+ff+2116hUKpVKXV1dpVAoJ0+e5PF4BoNhcHCQSqUGBwfDsFxrWPDQ2tpaZGQklUrlcrktLS1MJpNKpaalpZmeuebYQTykw5R6LQDAoNVqLlZrKy/lHT7aHRRa4UYr+cFPFr/zo3bSE5Mv/1D1q1dvf+eHAtLj6idfkpCeFpGeIp75Fvbv/9X6xjvCP7+leOZbc8FsRhgvPz8/Nja2tLTUpC9nZ2d36NChmzdvslis1NRUqJtgGhMcx11dXf38/KqrqxsaGuDLhwV2FA8ZVFJdTQnKjUCCfeR/eQtJKseiWSqPIM21O8FzmiUsIQqNTcPiwxUfHVLz0rCkVCw2Hs0sxoVCYm5EkxOLMEPUnlTFvo/VfqGIXwBWcoVYkRhkMnxmhuAv6mrzVIePqs54YZe6Cf6CtjhTc6kH72lUOxxQp1wlRmoVp4MMAGi5wercNnymU32MoV818oK+nK30zDBgUpRB104Yhd4NshVtvK/iHXuUG6E4/InSOwzlcpFgLhLEwSq7COE04sXQTskBAEA+rnZn6OY1AADiaoriMF3XdUt/ox7hpeOoVt9YJP/tf8gdMz83IovdKkcPzY0JfGLKaJ3nVWRP2/7QVxVGHhLxZyYGe7ea98HFxQUed3Z2+vn5AQDg2/rQ0FDgeknz5ufnfX196+vrfXx8Lly4UFBQUFhYWFpaCgBoaGhITk6uqKiAHJObm1tWVgb5IzU11XyJn8fjme9LQdDpdDgBCgsLg2J3UNAhIiICJpKg0Whw+8rBwQEy30aw5qG8vDxTFXd3dyiCoFAoqqqqEhMTR0dHeTyeORWNjIyYa5q5ubnB7S4cxyUSCQAgISEhJydn3dYteGhkZAQOcnx8/GeffQZl7k6cOCGVrrPqtf08RAgWiQU+wRdA0xSVKj78VHn0tPTTo7JDx5RHT8v//JaI9JiI9Ljq8efBd34MXv6R5ue/WvrV78Hegyu//O3At76/8pv/AV03Ij86KKmsBm0dsXs/WGnrOBMRJkhIUpOeng2PdowMvy0Rx+TkNPUZZ8A+4eH2dO9rgwMAAAcG/bZE/I1//Glla8vdXgHgERJ82pM2JhQuoQjFn2ndc4kOXYfJvwRgGVkiEume+0OGqQ6UxVDaM9C0BPmv/lmV1GbQrGmzMnWjciAaRtmhSGwaygtWfnJg7a3dyuNuSGwaGhmBxOfi5j+EpesqTx/CcrKt059Pkr93XNMpAdo5LNhN5czF0kv0/DUAANGejeQ2EaPNiv0HEHYC4sZUsRMRLkP5MR1fMwAAwFKP6thp7bACAIA3nVNz0w13tm3whrPKPWeQUJ7SzglJSVV/ao9dbkR9TiLFA4bxZqz4zu9QNaX28NHNYQAAoF9F6S6aPiUAs0hQDJYbr6JFoSF0VWiJsa8liZq2WSDtVXmE4ObfkGpY7e6lX3mAb8DGQ38HMPJQbFQ4//boltblNBrNu+++y+FwuFzujRs3uFwul8uFL6EDAwOQliywvLzs4eEhkUhaWlqam5uTkpKGhoYYDAaXy4UqYWVlZQcPHuRyuWlpaQRBpKenX7p0KSUlpa6uznQRqBNqcWUvLy84AYLzhqamJl9fX9gfyE9nz57NysoiCMLBwWHzjHnWPFRWVrZv3z4ul5udnV1XVwev7Ovr++abb0IvjP7+fnN9ucnJSXMhbVdXVzj9QhAkNjYW1t1Ic8GCh6BfA5fL5XA4lZWVgYGBXC43JibGfBnQhC+bh7T1DWhcEpaaiaVmYmmZKC9S8t2fSL71A8nLP5K8/CPJyz+UvPQ98dPfFD/7LelzL0uf/bb4qZeUp53gusoK3S/wxW8H7HrmcnDo/o8/5oSEhAYFVV+4EBoUzEtMDE9Lbe3vm5NKS+vqCs6fP3f5cvG7e7Fnvr188HDFx4eqPvx4mRtx7u3dyoQULDWz+qNPSt/dO+zJUCamVuzZf37fgYVgTtl7+xQJKbBvSEr6xQ8+Kn1v71xg6BI3vHzPB8Y+m5kkMlqZkGx9/qGb8rNT4iefvcd8aLZXk5GAJiVpr3Zpy3ORcAYWX6B28cSKawwAABwhFhe1BUlqVgjiS1eQHREfNsLkYmVtxNKqQaM3aDADhhkwjBipVzpR9auYAcMMKGbQ6onBRiSYgfgFKF252jk53t+GpSchXv6aSzcMhA4AQHRlI5lXiIEGlQePWBRqvGnqrHZisQ+hBOtVAKj5yJkjSP71Oz3FtJHe6mS4OkfoS6MVe5zQqBjlsVOam6vEUAPi468OO0ugABjDhQxAgxn43aoTjrqFO6xiIICeALIhdUCMji83AEB05inJEQSKGdBV9emP0YZlIL+lcvXXCVF4XwYMM/A71VQbD31lYeShqoqS+cmR6dGBdU0wPb6uvtzQ0FBDQ0NDQwOKolKptKGhoaWlBQCAoiicAQAAFhcXq+9gamrKtB61trYGk8iNjo42NDRAh7S1tbXW1taGhgaYCUIsFisUCrFYbL4tv7KyolQqcRxvaGiAl21ra1taWoKP5pWVFbh819XV1dDQYNqvlkqlcA5xz11u3Gp/SKlUtrW1NTQ0QL+77u7uhoaGmZkZiUQClyW1Wm1HR4fpNqenp82TuS0uLppS46AoCutu1LpEg6g+7y8nl8sbGhrg8ub09HRDQ4Ppahb4gjyED43ob97S3+rT3+rT3+rHsvLWXvur/I13jfbme5KXvisikUwmfuw5xbsfKN7/EJr8r++gYVH4yBg+MrbW1SXv6sKH7gq7aQFo6utrvHVrQSwaHB5uaGqa4/MBAHMCfkNDg06nW15ehpNFODhj8Ulr3/i+hPQ08tjzKtJzMtITyOPPi0mPiUgk9ePPo7tekJOeEpMeQ3a9oH7sOTnpadNfRSSSiPQY8vjz6K4XZKQnpKRd6K4XzLsNTUp6Ukx63Pr8w7Zdkm//UPLCK/fYH+qpUgf5I8E+SHKRtihTHR5FSJc1SWwkJVPb0qprLEM8/bCSGv3YItAKseKLBi2O93Rrc9PVnhHajg4sgqOm+6t9WWpPmvKEvZrBUvsGqGm+aGodsTShH74NAI56nlTY0bGcC7hEa5DM6orT1X4cXf+4JtJTndNOjNbJ39yt8g1SnXZQOfuo6S6KfZ660VGURkY9clTGAAAgAElEQVSLWz8X2YMIMTZVnXwZH7yOuJ5Rufij4dHKg39b+9MhhMNV/OmPSmeOtrkDF2MAAIAJNdHBKkcHdVQBYRFgK76l8uTq1wAAwLDUizg5q7yZak93lVsigQKwelPx3ptKF6bal2U08lH5Xnu9ZSLi+4KNh3Y+jDzEvz02NbyZzinvQfXlxsfHo+7giwivWUCv16elpcHLmpIyPBRY89D9wPw2LbaLtgRrHrp/GHlo3fghnc6gRgwICg2fnFLT/RC/QKP5B6lcPCQvviJ+7DnxEy+Kn3hR/Pjzkhe+I/2HfzKZ5OUfIj4BmrxzmtwCTW4BdjZXc75yo54oNKhS90XTXWtrr2CZ2bC5h26SxGRlRhaWW/ClGhodL/3xz8XPfusePDTWrqmsJxR6AABAhPrePvjMJqZvYtn5eoEKbOTYoscBQQAcB3o90OPGSQiOAz0O9HpgcnzWK3RVpfppqUVdA78PSy3QL6JAPq/r7DcYWzEArVTfPaTv7dR2rPcPS0i0ldX4Mmq6Dj7Vpy0v19b2AACAfEZTUKifUxgvheMAX0/iAZPobgwQGvOQWz3Q3+mwSqhr6yYQPdDjRlMJdW2dxANFHtt4aOfDyEPOFGeXjY3q4vrRgYMRXPaj7ev2AMfxB+ChhwWJBlXlF4lJj6MxW49j9fQRk57Gh0cJoVBbflF7qdZk8t37ZP/5u7Xfvrb229fWfvu/sp//Skx6Ukx6Skx6Wkx6WkwiyX//f2oHF7WTKzTVcXssKc0gEt+1lS3sEf8dxLFuy/4QIZNJf/xz8TPftOnLPULYeGjnw8hDF0qLz29sFSVF5UXnrtRUrS7xv/K2srgwd3v8UbU+L14WpqTKSE+JgtkrMvEWui0ViSlU2XPfVry7f+21v4qfeFHy/Mt37eUfSl75ieSVH0te+bH0hVdE//vXpSt1SzWXly5fWrp8aenihdXpSTGmMjO1SLkmkqzeNalIJFy8z87wZ6cEc7cf+Ve5iS1MT2yDvhw+O2fjoUcOGw/tfNzRl1MrNBubHlNfbWyMj47E9bqvvGkwbGVx4VG1LkJVitwCMWmXOipOj+P3X1GP40oaQ/Lcy4r3P5R89yfS7/5U+r27JvnWDyTf+L7km9+XfPP7kme+Kfvt/yKFJci5YmjqrFzt7WkcAAsjzAwH4P47IxOvrklEj/yr3HCs9DqRcHEb/LZtPLQTYOOhnY87efCG+8YHeiY2sLmJIRaTyQn+2ujLPcp1uS+2P/TYc7qubnx8Qj80rB8eMZnKnix/Z69i70eKvR8p9h2Uv/ZXEYkkJj0GTUQiyf7114q/7VG8/b7i7fcVb+xWvP+hvq0T7x+Epr/Za1havv+eKGQS5ZptXc62LrcjYOOhnQ8jD43curF5HKu13zaGYaWlpdBhjCCI+vp6Op3u7++PIMja2pqnpyf8CHUQTFUCAgLodDqdTpfJZFVVVXQ6ncvl6vX6+fl5Go1Gp9M5HI5OpxsZGYHJwgEAHR0dMGTnxo0bUAdhYWHB29vbw8MD1jVdXyaTeXt70+l0X1/f1dVVAEBTUxP0GtDr9dnZ2XQ6PTw8XK1Wj46OwuZMgj0mWOsp3Lx50ySJptFouFwunU7Pzc0tLCw0tWueEFYoFF64cAFeCkZHAQBMsbcqlaqycsMdfgu/bYPB0NXVRafTa2pqoA/h1atXN9IEMvopdHRtdHETDDIZlpGNZedh2flYdj6WU6DY97HkG9+X/uBnRvv+P4qf/ob4iRfFT74kfvIlMekp2a9+jwSEIP7BiH8w4h+k9vbDh4YNKHbX1Hc3kRWETmmpugwAAOMTExUVFbW1tRt1TKfTwdsEOI6lZKjpTGOLAcF3mjazgA2OTR8D7phVXaknXenjv841H6qpqJ7SH/2L5Llv23ho6zCA9XJFPABsPLTzYeSh93a/s8qf3mocq0lfrre318vLa3BwsKamhsvlDg0NnTx5cnJysrm52Tyic2Fh4eOPP4a5nC9duhQYGDg4OFhUVJScnHzt2jUqlTo5OXn+/Pm4uLjW1tYDBw4QBKHT6fbu3dvQ0GAwGEJDQ3k8nl6vRxCkrq5uz549Y2NjsAMQt27dOnr06OTkZHt7u5eXF4qiXl5eUAqhtLSUx+ONjIxA9+vCwsKAgIDJycnp6WmLEbGOHzp79qyJrsLCwoqKigYHB3Nzc9977z2o8VNWVhYREWEqPzQ05ODgAIflyJEj0FP87bffhm7f586dO3LkyEbfhwUP3b5929XVdXJy0tvbu6enBwDwxBNPWMtJQHwRv22DVkssLRMrq0bjC9QedOUpB9UZiuoMReXgLH9jt4hEEpGevGO7pD/4J9kvfyv75e9kv/yt7Je/lf3jv6vIVG1NvbamTl5aJi8t01bXWDh6XbrWfNzhjBdzncBSCA6HA9N44xWV4l3PSx57TrXrBfljzyl3vah4/AUx6UkR6UnlrhdVT7yEPP1Nxa4X5I89p3riRQnpadWTL4nv9E1MelL1xIvyx55T7npB+cSLqidfMuu20aSkZ8Skp6zPP1wTk56WvPJjyQvfsfHQ1oED8HAWTm08tPNh5KHD99I53VzXB2q4AQCWlpbodPrY2BiZTB4bG2tsbDQP8FxcXDx58uTY2JhcLr906VJMTAwAoK+vj8PhXL9+3dvbe2xs7OLFi5mZmQMDA08++eTCwsLk5OSuXbv6+/sXFxdZLBaLxYKZwkUiEZVKtbiZwcFBBweHsbGxlpaWgICAnp6e4OBgFoulVqtzc3PPnTuHIMj09LRGoyksLAwNDR0bG7OWettc14fBYJimI0qlMikpKS0tLTs72/gWDwAAAMrrabVaLpcbFBSUmpqq1+t/85vfUKlUuVz+1ltvHTx4cKPvw1rn1NfXd2xsjMViTU9Pl5eX/+1vf7t8+fK6db/UOFaDUqm9XKttuApN13BVc65Y9t//T/afv5P9+lXZr1+V/eZ/pN/7qYhEEpGekJCekpCeFJEeU7x/QHnSQXnyjPqUg+6kQ92f3wzz8j76t3ecPjxQmpBI8AUV5eUuAf6Xuzrh1/CZqwuDHTonFp97dy/29DcFdk4ZDk6jKWnOv/x1g5+/pr5B23A1//SZs0ePR+/9wPmXv57Jyon/8CN1TV3sBweU1Zdh37D6hpRPDi3kFXi9+odT//Qv8QcOmrptMmlZufrSZevzD91UrjTxrqe3wEMGnUGp+twZnDDotkf84asJGw/tfBh5KC46YmFqa3oKm+jLzc7O/vGPf/Tx8WGxWGtrd/NDi0Siv/71rz4+Ps3NzVevXo2OjgYA3LhxIzw8vK+v74033vDx8XF3d79+/XpbWxuFQgkLCwsPD3dxcRkcHORwOP39/Tdu3GAymQAAPp/v7OxscTOTk5OwXSaTiSCIh4eHUCisqqrKysqqqakpKSnp6+s7depUTk7O1atX3333XR8fH+uw1i3py9XX1x8/ftwiLmp0dJTFYg0PD/v6+qrVagqFAkk0ICCAyWR6eXmx2Rt6wFvwkFQqDQ8P9/Hx4fF4DQ0NPB4vIiLCtNZnge3X9TFotQaNxqDRQtO1darpTCSIvebjv+YbgARxpD/9N/Fjz4mf/sbacy9Ln/6m9IXvKH/0Lyvf/ocR0lOLL31X/Z0fiw4cmgkKzf/bu6vRcVhmdsnb705knKXFxfb7+qOPPTcbFkWNiSqrr0s5d+5SaysU3vQLCzvj5WlP85gWi3y43OLaGo9AVszZs6YcaQQAHoGBXiEhLX193eNjFF8f655LMNU26fqknb23rg+BG7Raoy10qznRuEhr0GoNGq1BqwPIEuofqOVrDKvDWGocmpiOJadjyWloQpq2ewYAYFga1+RmY7nnsLw7lpGpaby5xcysX1nYeGjnw8hDv/z3f5cszW017wOFQoHHHR0dvr6+AACRSOTu7j44OGie7sEEmMUAHpeWlkIegmJ0ra2tiYmJ4M5DvL29PTk5OSsrq6CgICkpqba2lsVi2dnZnT592svLSy6XLy0tOTk5WVy/t7cX0iEAQCqV2tnZOTk5HT16NDU1NTMzE6Y4Sk9Pj4+Pr6yshFs41rDeH8rNzc3NzYXHUD0PACAUCrOystLT0/l8flhYmLmA98jIiK+vb3t7+549e5ydnT/44IO+vj4Gg9HT0+Po6Ahnfht9HxY8NDw8DAc5KirKz8/v6NGjb7755kbLejtI5xTgSmAAAOCzc/q+Af3gsP+Bj7Sj47qa+oF//sX0b/8fOHp69tX/6/rpv07/4r/B93+m2fWikvSMjPQkSnrG8LP/GPj178W//h/509+cCwylBgWOjY3l5eWZUkaxWCwXF5fOzk4cx6lU6tTU1E9+8hOoIggL4Dju4+NjZ2c3Pz8vl8t3vs4pMXYN8fNRMwLUviy1m5P8rb0qGkvty1J7M9TcFFyuwRtylRS2XrCga7mqa2rVXWvVNbdq4vyU7EIAABBPYBEhahYHCeZCUzsdUTgGP5zdlb9/2Hho58PIQykJsQtTI1vNg7d3714Gg8FgMHp7e2NiYhgMhru7e0tLy9DQUNB6yVtXV1c9PT3h8czMDIvFYjAYHh4evb29zc3NcXFxAIBbt25FRUV1dnZmZGTMzMwsLCzk5+e7ubllZmbq9Xq9Xh8ZGdnU1KRQKNzd3S2uPzo66n8nt01OTk5eXp5Op8NxnM1mV1RUBAcHMxiMQ4cO5eTkXLt2bc+ePQwGIyHB0i3NmocqKyvff/99WLirq4tGo8G73rdvH3z2jY+PM832PGZmZry9vf38/JRKpVarnZqa8vLyCggIkMvl7e3t8/Pzm2Q/suAhmUwGBzY0NFQoFBIEkZiYuHPmQxvBOv9Q6eVL9OCgI/b2rNDQT44e9QkICA0Pu9rREcLh+PzHf44ymG2OzkM+TGVWXuHPf4H9wz+t/eRf5d/76Tw33C8yora2lkql5ufnNzY2rqysREREeHl5NTc3Yxjm5+fn7e29tLRkQe0MBuPKlSsMBoNMJu98HgJmi7pgbVgdnkDcnazdIdfrNwiL5H+zV9RJ5UCDEHNDWGocwotGoxLQxFQ0KgbxtFOcousFIgO2YYaRrw9sPLTzYeShVf709Ej/zNjAurY4M8EJDbXW9REIBP39/f39/TqdDkXR/v5+uMms0+lMGTNnZmay7mBkZMQ8cY5EIunv74f7PSiKqlQqAIBWq4WPb9MVVCrV2tqaWm18aiiVSgzDCIKAK37Dw8Om69++fdtUS61Wm/RMYUmhUNjf36/RaDAM0+l04+Pj/f395sn0IKzX5bRaLSwMXe+mpqb6+/vFYrFGo4HLknq9vru729SNiYkJuVxuulMcx9fW1kwf9Xr9utmDjGNilY9Vo9H09/eb7gtBEPMUt+bYOTy0bj7WwcHBkZERFYLwBYL+wUGJVAoAkMhk/bOzCAAyYIC7Iourq4blZUK4Qiwt40qlXKkEAAwPDwMAVldXMQxTqVRyuRwOvlwuX1tbIwhiZmYGStlmZWV1dnZCL83JycmhoSFzj00TdhYPAUCM39CUVGjOV2rOxiiO2qHZFZrSCk35RXwVISZ6NAUler4SAID3tGqKSzQl5ZriMjTIXRlTRdy+jnA4aEI6mpCEcoJVFA8kMhEND0d8/dSsWN3oA2VK+GrBxkM7H0YeGu2/uYlNjw6uy0P3A3Me+iLCaxthZGTEdP17apjeD3ArHrofTE9Pm7qxSXKje+Ih6MvtAB7aKB/rlwelUpmVlQ3Hv6vr3p7r28dDsYki0mOakvJNSxnw9lo0KR3LzkdorirPGM3585qSEiw9Ty9EiIkezM9exS0ABhQ585E69CzkISzMX51aAwAg+q9pyjsMOgCwcdUJR50QAADwqyXaG3PbcIM7H2oPupj0jI2HdjKMPGR/2m4Tc7A/8+H+AzERYYatw6K9B7jCNl9fr9OtLvMfVTckmFqZd05MehyNjt9qXchD2tb2B279YUEuFStkku1scavjL1lZ2iYeio4XkUiaioubl9KkJmEXL2qKLxLC22hAOK4EAABdRbamcQIAYBitQpLygUGJMqi6act9H4NoEosOQ841GJQLqiP71CmXtdVZKleObuKB0iR85aD29BGTnlpf/9eGnQEjDzU11DdvbE1X6uprqq9+TfTlBPP8R6cvtyBaFqWkykhPSYLZKzLRFupKRRKyq/TxF8QXL65KVh/tGC7OTi3N7mB9uUW+YFv05QAAxMqq7Oe/XPvda8T8woaFpIMInaVrqUc5sQQAeGOx5totbW6G5nypmhakl+qJW6VIchEAWtTHVdt/1wHVIF0llDoAACCWNbmZWHiCKi5Rk8hWHPbBH0ia+isGg0KpKa2QvvJjxb6Dlt7wNuwkGHlIuSZRbWyYSl5dWRkVxt2GF9tHDr1Ot7q05fnQw4L4znwIeYD5EI3xtZ0PbRXbNh8CAGBxySLSk7Jf/g5LTDWgGLCaveHX8tScUkLQhTAC9fxVg0xGCLrVdgF6kQ4fuq5f1hgGziO8SN31VrWdg2727nwIi6FjTRO68lQ1i4tEZOouFaqYXEKt0FfmIJwc3W2hQYNvzz3uOOh0xNKy4v0PRaTHJa/8WNfccu8qNjw6GHlofODmJjY3PsRiMrkh67hif/XwYPtDDwu2/aHtwbbtD0FgKelrv/mDmPSs7F9/rfjosOVjUa8x6AyAUGizY9Re/khAsNrbGy2++z3qy6Lku49itT0Yz1npn6wprdCUVmgK4lXubE1lNZZfhs+LdLVZaldvrALW0uMDrWhMqm5yDXzNoOu8rqm4uPbHN2Q/+w/xrhcU732ovdL4qDtlwz1g5KGNPLY30VNAUTQjI8NwJyFpRUWFq6srjUaTSCRisfj06dOurq4eHh7mmUlxHL927Zqrq2tmZiaCINnZ2WQy2dXV9cqVKyKRiEKhnDhxIjAwEMfvvsStrKzY2dm5urpevnwZasQplcqoqKgTJ06QyeShoSGVShUSEuLs7Aw16L44rP3lYIpYeLy2tsZkMl1dXRMSEqCjOQBALBabAl0BAAKBAMYb6XS6zMxMeDInJwceyOXygoKCjVq38JfT6/VXrlxxdXXNy8sTi8WZmZmurq43b940l28wYefw0Lr+cgCAoaGh7OzssrINnccUCoW5wsXa2trZs2ctypw/f948ONoaBEGUlZXBrLWLi4v5+fnWZbaZhwAAhEym2HdQ9s+/FD/5kpj0rPKYnfLISc25YmJllVgRAb1uk7oG0ZIxBRwm1NZf0dY3ausbtTUN+Opmtb4WwHGoR6WtrVd+dkrl4Cx95cciEkny/Hfkf31HW1P3qPtnw33hfnlo3TjW48ePQx7q7u728vISCASdnZ0sFmtwcNDFxUUulw8MDLi4uJiqLCwsODo6yuXy2tpagUDg4eEBXWyVSqVer79+/fqhQ4eEQqHBbOGiu7vbyclJLpe7ubmNjY1RKJTl5eXV1dUTJ07U1dWhKMrlcs+fP7+6unrx4uZbwfcL6/ihs2fPmsKMAgMDL126JBAIKisrP/30U6h/mpubm5qaaio/NDTk6OgIAGhvbz98+DB0TP/LX/5y9epVAEBKSsqnn366UesWPDQ5OUmj0eRyeWNjY2RkZFRUlEAggANiXXeH85Ber6+qqjpz5oy3t7dOd/cBan7s7+8PZfT0er3BYBCLxSdPngQAmL+aQP9+WGajDsAyBEHcunXLFG1tju3nIQAAMBgMCILGJ6vdvCUvfVdMelby0vekP/iZ5Js/kL/7AZaT/znLvmuaonJNURGWna8pLNderNZeqNJeqNJerNIUF98taVXL8uNXz3IKlEdOSr7xPekPfib5xvfFjz8vJj0t+9Wrai8fTdn5DZPY2rDzYOShmbHBrfKQua5PZ2cnFDLg8/k+Pj4TExPHjh1ramoqKioKDQ01VVleXvbw8GhqapJKpQAAd3d3cy9boVBoHZo6MDBw5MiRpqYmFou1sLBAo9GEQiEAwMfHB06AsrKyYmJiWloe2vqvdV5wc10fHx8fk3QCjuOZmZnh4eEWL/ijo6NeXl4IgnA4nJiYmISEBI1G8+qrr7q4uCwuLr799tuHDh3aqHWLdbnZ2dlPPvmkqalJqVTW1dVBOnRyclp3QrBzeMh6XW5wcNDZ2Xnv3r0sFuvDDz8kk8kpKSl8Pj8lJYVMJldXV0M2cnBwYDKZs7Ozjo6O3t7eN27c8PX17e/vd3FxuXz5MmSjnJyc5OTkwMBAKpU6Pj4eERGBYRiPx0NRo98BQRAJCQlTU1Pe3t6HDx82fxMy4dHwkBn0w6P6W31oVJz8tb/K335f9u//JSKRbLZVk/7kX+Vv75G/+Z78L3/TVFzU3+zdzB/Ehp0KIw/1drZuNe/DJvpyMzMzb775Jo/Hi4mJ0Wg+p+MlEAh4PB6TyeTz+XQ63d3dPTU1Fa4y8fl8a+nS0dHRN954g8fjsdlsKBoEeYhOp0OtawBAQUGBj4/PussvDwDr+dAm+nJVVVVOTk5QSNu8z4GBgcPDw1QqVSwWnzp1amlpKSQkJDQ01MvLi8lkcrncjVq3mA/x+fy33nqLx+NFR0cnJibCblAolB3OQ9bzIScnJ7FYfOXKFXd3dxaLhWFYXFwchUKJjY3FMMzR0RGu38KvlUajzc/Pz8/P19bWMpnMqqqqtLS0xsZGOAFiMpkODg7u7u5isdjDw6Ouru7jjz9OT083TY9wHKfRaC4uLj09PZOTk15eXtY9fOQ8ZAFidg6NT8bSs2x2/4bGJekHBh/1V2fDQ4CRh1j+voLp8a3mfYDZDQAAHR0dPj4+AIDFxUUPD4+BgYF19eVg4h8AQHBwcFtbW1BQkEgkMv11YWGBTCZbVLl+/TqUCIKyde7u7svLywAAGo02MDAAABgZGYFcuEkyhS3Ben8oJyfHtM1Do9Fu3boFAJiamgoLC8vPz5fJZJGRkc3NzabyIyMjdDq9oaHh008/dXZ2Pnz4MMxDAcXi+vv7TSJ71rDgISjdDQCIioo6evRodnY2AOD06dPragTsZB46ffo0QRBdXV1kMhl+ocnJyadPn05KSgIAnDlzBr5eUKnUiYkJuKiLomh7e7u7u/vAwEB+fr5p0hkQEODs7NzZ2anVaqlUal9f33//93+Xlpaa1u5wHKfT6Q4ODpOTkysrK9aTbLDzeMgGG77OMPLQ7L3W5ax5SK/XHzx40NXVlUqlDgwMpKamUqlUZ2fnW7dujY6OhoeHWzem1+uTkpKoVGpYWJhUKg0MDDxx4gSVSq2urgYALC0tmdThTFhYWHjzzTepVGpSUpJSqQwICIAJ7kJDQyGlDQwMUKlUCoVy7dq1hzIi1jxUW1u7Z88eKpUaGRk5PDzs7u5OpVKh6igsMDMzY867CwsLMEUFnOctLi76+vpyOByFQjEwMDA/Px8YGLhR6xY8pFQq09PTqVRqXFxcX18fm82mUqnFxcXmeyom7GQeampqolKphw4dioyMhF96REREX19fREQElUotKytramqamJjo7e3Nz8/v6uqiUCg0Gq2pqSkiIqK5uZlCoVy4cKG+vn55eTkhISEgIKCtrU2j0YSEhPj5+clkMubncxoFBgZev37d09PTzs7Oz8/Puoc2HrLBhp0DIw/NjQ/NbmxLs5Pc9XR9lEoln8/n8/kEQeA4zufz4WSFIAjorQQAGB8fj7oDqFTN5/PhYh2GYUtLS3w+H64yGQwGWOvmzZumKjMzMxKJhM/nw7ddk6SbVqs1+YxJJBKB4KF5WluvyxEEsbq6yufzV1ZWAAAikYjP58PdCMOddLTmfR4dHdVqtaYRgPdl+mg+ONaw1pczGAymEVOr1ZtoF+1kHgIACASC5eVlHMflcrlpAFEUhXdk0s1TKpWwsEQiAQDAG19aWoJ/0ul0er1eq9XC3wMcWIPBIBAIoB9HVFRUY2MjrLW6urq4uGixMgxh4yEbbNg5uLM/dL391sY2fOtmSFDQg+nLLS0tXbqDhYX72kKcnp42VVldFd27wkMFjuOirccPCRYXTX2GZPxgeAjxQztAR2v744fUCGIa/6Hh4XuWt/GQDTbsHBh56MSx45vYqRMnD+w/kBgbhev1WzWL9r6kKg/RtBi2sriwDbe5rolQlSK3QEzapY6Kw3F8C3VxXEWji0nPaq61bq3il2AyyeqaVLSdLRoMxJbGXyRctPGQDTbsEBh5aKCnu28Tu9nd1XbtytdEX25xYe7R6cvNi5eFKaky0lOiLerLrUhFYrKr7PEXRDtAX44/OyWY28H6ckv8he3Sl7PBBhvuCSMPycUrMpFwI1OtiYsKC3nsB1mX+7vDg63LPSxINOgXXJfT74R1uTWpUr6OR9/OgW1dzgYbdg6MPDTWd2NioGd8A5sbH2L5+99TXw7HcXMpBIuP5udNxwaDwVQM+h2Y/3XdKqaSULDS/MxDAW7lp3DP/mxU5gF6te7+kHlzmzS9c/wUvtT9ofsZ1XuWsfGQDTbsHBh5KIR5j/gh6zhWBEEiIyMhEyAIkpOTQyaTnZ2dFxYWhELhRx99BD+aJzzVarVVVVVkMjkmJkahUMTHx586dYpMJtfV1YlEInt7+3379jGZTPNHrUAggJcqLi7WaDRxcXFyuTw8PHz//v2nTp0aHBxcXV319fU9c+aMRTDpA8PaX66+vr6yshIeLy4u0mg0MpnM5XJNDsHLy8sRERGm8hiGlZWVkcnkM2fOtLW1wZOmsUpKSoKqPARBxMfHW7Ru4S+n0WgqKiqg+sDc3Fx8fDyZTL569eq6bLTzeejWrVuxsbEwCmpdLC8vm7u3SSSS6OhoizIVFRWbJLQFABAEUVpaCp0S+Xw+DFGygI2HbLBh5+BO/ND40APoy506dcqk60On0xEEGRkZYTAYAwMDDAYDAMDn8+3t7U1V5ubm4Mfu7u7l5WVPT8/x8XEAgE6nMxgM4+Pjp06dMqmzQHR3d8NATjc3t5GRERcXl+XlZROeEyMAACAASURBVAzDyGRyV1cXjuMsFqu+vh4AYJIi/YKwjh/Kzs5OTEyEx76+vteuXUMQpLW11cnJqba2liCI1NTUoqIiU/mRkRFnZ2cMw3AchzzU29t7+PBhGOH0wQcfREVFAQCKi4v//Oc/W7RuwUPj4+M0Gg1eISIiIi4uDkGQM2fO/N3pKQAAxGJxcXExmUym0WgikQiGQOl0OvNYZk9PTzhKYrFYqVTKZDI7OzsAAPThhoBZ4U0n151Gw1+RXC5vaWlxdna27qGNh2ywYefAyENVZUWbUNG6cazr6svNz8/7+vpOTU0dOHCguLg4KSkpNjbWVGV1ddXHx6e4uBg6cLu5uUVGRl66dAn+dXFx0c3NzaJ/Q0ND+/fvLy4uDg4OXlpa8vDwgIH3DAZjeHgYAFBaWhoaGrqJhPNWYc1D5ro+fn5+UIjT9Ccmk1lTU2NefnR0lE6nw1nRyMgIhmGRkZHZ2dk8Hk+pVB45cmTv3r0TExNnzpx5/fXXLVq34KH5+fkPPviguLh4ZWWloaEB6suRyeS/Ox7q6OigUCj79u0z6ctFR0ePjo5GR0eTyeTCwkI4DXJycvL39x8aGoLKPS0tLUwms7293cnJyaSYkJiYyOPxqFSqq6trT09PYGCgUqn09/c3vcHgOM7hcPr6+jw8PD777LOdqS9ngw02mGDkoT+8+nvx4uwD8BA8NunLzc3N+fr6Tk9Pv//++2lpaTk5ORZbRGtra+np6QwGY3p62sfHJzAwsKioCJZZV19ueHj4vffeS09PDwkJEQqFJh4y15erqanh8XjrLr88ANbloYyMDHjs5+d38+ZN059KSko8PT2bmprMy4+OjjIYDLVanZKScvz4caFQePjw4ZmZmRMnTkxNTcXFxXE4HCgqYS2sYMFDCwsL8PbDw8MjIiJgN/4e9eXs7e01Gk1HRweVSg0JCQEAJCUl2dvbw4mmg4MD1JdjMBgTExNQl29tbe3atWu+vr6NjY0ZGRkdHR1w6hMQEODk5ARF6lxdXbu6uv70pz+dO3fOXNfH29vbyclpdHR0cXHx70JfzgYbvs4w8tD//r8/bM5DG63Lwd349vZ2BoNBEMTt27e9vb37+/tZLJZ1Y0qlsrOzEwAQGBjY0dEREBAwNzcH7qgSwKwQFlWuX7/u6+sLAHBzc4PKoTBK1M3Nrb+/HwDQ09Oztram0WiOHz/+UEbEen8oJycnMTGRIAiCIOh0emdnJxRQ8PLyunjxokajSUhIMM86MTw8DNeCWltbP/nkk/r6egcHBy8vLwcHh+rqai8vr7GxMVdX16mpKev7teChsbExuCwZERFx6tSpjIwMgiDs7e3/7vTlHBwcFApFY2Ojk5OTn5+fwWBISEhwdHSMj483GAyOjo4CgcBgMNBoNKictLS0JBQKoS7q9evX8/LycnJyTDqnTk5OHR0dGo3G1dW1ubn53Xffzc7ONtc59fLyolAoAwMD09PTrq6u1j208ZANNuwcGHmoprJidnxDibl1eQjHcZiMjkwmj46O5ufnk8lkCoUyNTU1MTFh2lAxB0EQMPddQkKCUqkMDw+HV4APcaFQGBYWZlFleXl5z549ZDI5JycHRdGwsDCxWAwAiImJmZycBABMTU25u7s7OjpC+dEvDmseam5uhktJPB5vfn7ew8MDinWaZm8CgcDcT0Gv18PRCAwMDA8P53K5ppQ5XC43KipqaWlpdnZWLpdzOByL1i14CEXRwsJCMpmcnp4+MzMTGRlJJpNramrWTb2zc3jI2k+hp6eHQqEcOXIkNTXV0dER/gZmZmYSEhLIZHJ9fX1zc/PY2Njk5GRBQcHIyIijo6Onp+eNGzeSkpK6u7spFEpjY2Ntbe3y8nJWVlZYWFh3d7dGo4mJiQkNDYUpNsybi4iIGBkZ8fT0PH36tPUgAxsP2WDDToKRh1YWbs+ND81PDK9rwrmpdfXlDAaDWq02PWRVKpWFlwEAYHBwkHkHcGfFVB4AgKKoSqWy0Ftra2szVZmcnNTr9eZVrKHVatXqh/ZMsV6Xg02Y7k6j0Vj3p6enx9RnuHG1eZ83grW+nPmlCILY5LI7h4fW9VNQq9VQQQ7ehWnBFt4RjuNwYQ1SrFqtNv9VIAgCANDpdBs5ZK+srJjGv6qqCp7UaDSwojVsPGSDDTsHRh5qb2rYxG60twQw7x0/tC4kEsn1O4BS2ffE8vKyqcraph66XwZwHBcJF+9d7vMQicWmPps7d20VEi2qKigSkx5HY9eZUG4Otafv1zaOFcOw69e74fjDxd7NIREJbTxkgw07BEYeOn702CZ24tjxTw5+nJ6UoNVgWzUCv7uCROD6+6liIMzCNvW6B2j0ixiKqIWC+W24zXVtVa2Q5+RJSLtUETFanXYLdXVapbu35LFn0abmrVX8EkwqEsrEK9vZol5nNqU2EPce5yU+hq4/VbLBBhu2GUYeuj05Nr2JTYz19XRfqb4gFi5+5W11ic+fHn9UrfPFQlFKmoz0lDSEI1qT3H9FkUwspVCljz8vqawUSUWPdgyX5m4vzU8/2j5sZssCwcykTV/OBht2CIw8tLq4sImtiZbPZmaygwIfaVe3CQRBPMC63MOC9M66HLb1dTnEy1dMekbf0fVldGxLUK7JVPJ1PMt3DqS2dTkbbNgxMPLQwtTIeP/NiYGedW1uYjgoIGBdPwXzjzKZTKFQwGMURWUymbX+inkVuOes0WhkMpkprZxKpTI5JZsKw9B6c2cEi6YNBoNCoZDJZKZ9bHgdkxLd5j03x7p+Cubl4ZXhprrpvMUFMQyTyWQwyocgCLlcLpPJ4Ma7TCZb19sNYl0/BdON6HS6dT22IXa4nwKEuSrg/cC6MIIg95SPQxBko68GwuanYIMNOwdGHirKPTs3MbylOFa1Wh0YGAj/yeVyeVJSEoVCgT7cAoFg9+7d8KO5+sDi4mJkZCQ8vn79ekFBwcrKir+/P4VCYTAYS0tL9fX1Bw4coFAoUKGgpKSktbW1rKzs008/pVAou3fvvnLlCqzO4XBGRkZMV+ZyuceOHaNQKFFRUXK5fGpqCiYLT01NvXTpkoWgmUqlWjdXNIQ1D1VWVpaUlMDjyclJNzc3CoUCoynhyYWFhaCgIFN5oVC4Z88eCoXi4OAwMDAQGBh46tQpCoVy9erVhoYGCoXCYrE2SqtqwUMIguTm5lIolJSUlImJibCwMAqFUllZucP9tjfioRs3boSGhiYnJ29U8fbt2+YebiKRyDzhOsSFCxdgztaNQBBEeXk51A1aWFhYN0W9jYdssGHnwMhDZ1MSFqZGtsRDCoXCzs4O8lB7e7uPjw8AYG5uztPTs7+/Hz4+1tbWzMNLJRLJT3/6Uxh/unv37rS0tJKSktzcXABAZWVlWlpaWVlZXl4eACAuLq61tbWgoKCqqioxMbGjowMAMDU1xWKxpFJpd3c3h8Mxd0uj0Wizs7MAAA6H09LSEhQU1NfXBwCIiIjIzs7mcrkwLrK0tBQAkJubW1BQsNGIWPNQTk6O6dHp5eUFBVUHBgaYTGZZWZlarY6NjTWX9hkaGjLF8J85c4ZKpcJ5oVgsPnr0KBylmZmZdVu34KGRkRHIdtHR0Z999llOTg4A4NixY1LpOk/5Hc5DU1NTGRkZrq6uVCp1YmICTp0VCsXExIRpyuLi4gJ1niYnJxcXF+Vy+ZkzZwAAt2/fNl0HwzCo3Tc9PQ0AUKvVMH7AfN4Dp84LCwvV1dU2XR8bbNjhMPKQZHFuYrB3S3Gs5vpy5ro+fn5+09PTu3fvTkhIYLPZWVlZpipSqfQXv/hFSkpKb2/vr371q/z8/IqKCkgJ1dXVWVlZ58+fz8/PBwDU1dWlpKRcuHChpqYmIyMDCk7jOD4+Ph4cHBwXFwcjUUzw8vKi0+kJCQksFmtubi4wMBCyXVhYWG9vb2Bg4Pj4+OTkJAytd3NzM2kCWcM6jtVcX47JZJrr+lRUVFCpVJOoNsTs7Ow777yTkJAQFhZWUFDg6uoaFBR07tw5tVrN5XITEhI2kQa34KHV1VUOhwMvVV5eHhoampCQEB0dbR2nBXYSD1nHsdbW1np4eHz88ccBAQEHDx6k0Wg8Hq+rq4vH49FotPT0dDgNIpPJoaGhHR0drq6unp6etbW1AQEB9fX1zs7O+fn5cBYYEREREBBw8uRJLy+vpqYmX19fkUjk5eVlmkjhOM5kMq9du+bt7W1nZ2fTU7DBhh0OIw85nDqxPDe5VR6iUCjw2MRDCwsLPj4+U/+/vTcPaivL8z3d1d2vX2XNq3kxPVPdPTET/eK9np7umJjoZbqqqyojK51VXVXZ5ezMdmZlVmZ6SWyDAYlFG0KgBSRWCYnNZheIzSxmtVjMYrOD2XcQIAmtIKEVbSBA0pk/Dr6pkoD0lkaZfT9x/pDke++5OsL3e8+5v9/3t7Hx8ccfNzY2Ih6mELlcTqPRcnJySCRSSkrK/fv3GxoaqqurAQDt7e18Pr+pqQm+ffjwYV5eHqJDNBqtpaUFak9KSkpvb6/P1yCRSFwut7GxMTExcX19PSEhYX5+HgDAZrMfPXokEonYbHZRUVF0dHR+fn5qauoZCzv+9YeqqqpKSkrg67i4OO+VRoFAwGQykcRJiFgsvnz5cmNjY3NzMwAgIiIiPz8fsQNvaWmJj48fGBg4sXef+kNbW1uJiYktLS0cDqekpCQjI6OlpSU5OfnEvN1A1qEbN24AAKampiIjI6HBQUFBQVBQUH5+PgAgJCQE8Zfb3NzEYDB2u93tdo+Pj8fGxo6NjZWUlExNTcGbHgaDARdgAQBYLHZlZeWv//qvm5ubkYdGLpeLQqEEBwdLpVKTyRQTE+N/hqgOoaAEDsc69OOv8jk9UYeuXr0Kn8YPDw+TyWSz2Tw3NxcfHz83N0elUv07k8lk0CaOzWb39fUVFhY2NjYWFhaazeZ79+6VlpbW1dXduXPHbDZzOJzZ2dmysrKWlpacnJy+vj7kIImJie3t7T5Hjo6OhoWOWCxWf39/amrqwMCA2WxOTEx8+PAhAIDBYKSnp/f19V29evXsSkUn1n1gs9lms9lqtVKp1N7eXrPZ3NPTc/PmTaiIxcXFcHURsrCw4G0cHhYWBhN4HQ5He3u7x+PhcDi1tbUn9u5f9wFOOtlsdnBwcGFhocfjuXHjxjfOXw6DwahUqpaWlrCwMCKRaDabMzMzIyMjeTye2WwODw+XyWRHR0exsbHT09MxMTHr6+sikejBgwc4HK6vrw8ujdpsNpfLFR8ff/v27cHBwf39fSwW29zcfPPmzTt37sAHQgAAl8uFx+Ojo6NHR0fn5ubQug8oKAHOsQ6NPOqSrMw/1/Mht9sdERGBwWCgp1xTUxMGg4mMjNza2pJIJCfWOjOZTPn5+QcHB0ajcWJiAj5wTktLw2AwCQkJu7u7g4ODV69exWAwY2NjAIC2trbx8fG2tjbvKUhtba33W0hJSQl8WlBbWzs3N2cwGIhEIgaDKSoqgrYxMEYAAJCdnX32iPjr0NjY2Oeff47BYKC7HZlMxmAwHA4H+kYDALRarbfbt1qtLigoQN7m5+dDj/DDw0OhUIjBYO7cuXPahMxHh2DlQAwGU1VVtbOzc+fOHQwGMzg4eGLAWCDr0NraWkRERFBQUFVVFfxpSkpKdnZ2SkpKMBjMyMjI4OCgSCRSq9W1tbUymSw8PJxCoaysrAgEAuhvOz4+/vDhw+3t7dra2ry8vNnZ2YODg6KioqysrIODA5+fNS8vTy6XUyiUkJAQ/2KDANUhFJRA4liHNPIN+fqSYmP5xKZViNOSk/3jtp+FmZkZ/FOePHnyqs774OAgISEBHjYzM/NVHRacErf9lUxPTyNfEz6aejFOjNt+RgJZh75uDAYDMv6NjY1fvT2qQygoAcNTv+0HLZ2nt97O9tgYcior8exjnYjdbpdIpbBZrS9i/XkacrkCHhY+WnhVvFgeq81mQ76m3f7ihjGvII91OBDyWI221+svd3R0hIy//hn8/dA8VhSUwOFYh25+EXRWCwq6duWKoLhwz2573ubcd7iPDmE72N97gSOc3Bw21+EBPOzRgfOVHdZus1l2txSbz7vXwf4e8jWd+44X7l1jNZtKBYYLf2Rhc/ec+8+xr3NvN5po+IPv2np6917hOL9Q02u2DNqt19nj/p4dGf/DZxg3rVruRP3lUFACg2Md0m2pdk5v2i3lyuJ8W3ODYWf7W990GrVcsnZevSsM2p2CIuOF/2RIStXvGp99R/2u0QD95YRCg9lwvmOolku3FNLzPYezmnZbubnhRP3lUFACg6f+ciqZWibekklObPotxZ3cXFbCCSVWv314PB79OfrLHe7bq2r1F76zn/3cZc7hupxr5JU9hHthrLsmmyWw/eX0WnRdDgUlQDjWodknQ+uLM2sL0yc2+doSk8HwiVPweDzeFiz7+/tisRip8721tYW89dlLLBbD9Bebzba5uSkWi00m0+HhoVQq3d7elslkPoZg29vbYrEYRuVC3zClUglLmsLjaDQaGCz3SvCPUzg4OHA6nchbtVotFoutVqvb7Yan6na7vYfC5XIhdnnI58gLt9t9YhYqxD9OweVyIW43u7u73s4CPgR+nMLh4eHe3p5PDvIZ+AwsRKfTnWHQh2wDfxrkt/DBgMYpoKAEDMc69C/vXNSppM+VP2Sz2YhEIvzfrtPpOBwOHo+PiIgYHx+Xy+U///nP4dvHjx8ju9jt9sLCQjwen5CQsLOzQ6fTb9y4gcfje3t79Xr97du333zzTRaLBS1EIRsbG++88w4ej8/Ozt7d3Y2PjzcYDFlZWT/72c+CgoKWlpaWlpYIBAIWixUKha9kRPz9FOrr65H0oOnp6ejoaDweT6FQPvnkE/ihWCyOjY1Ftl9bW6PRaAAAq9WKGPzExsZCn1OlUslgnDqz9NEhi8Vy9+5dPB6fnp4+NjaWlJSEx+MrKyt9KthCAkeH/PNYIU+ePKFQKDAF9URmZma8I9q1Wi2ZTPbZpq2t7ezyu263+8GDB4i/3ImjjeoQCkrgcKxDjXXVsrXF581jDQkJgTo0NDQUFxcHANBoNDBwOS0tDQCwv79/5coVZBeJRHLz5k0AgFarNZlMsbGx3h5xBoPBO/0T8uTJE5img8PhFhYW8Hj89vY2AAC6NgAAYmJiYLIRrMb98vjrUEVFBUz7BwDg8Xjo1CCTybKzswUCgU6nY7PZ0AEPsry8DL1kampqrl692t/fDwD4u7/7O2hSh8FgLl++fFrvPjq0srJCJBIBADs7O5mZmfA0bt68GeB5rCfq0JMnT3g8Hh6PhwlDMKdKo9GMjIwg083Q0FBoKTs2Nra8vLy7uwvt9SYmJpA5EPQ7t9lsExMTAACdTud2u3d2drxzqqCh3/z8fGVlJerrg4IS4BzrkFoiWl+ceXl/uc3Nzfj4eKlUevHiRSaTGRsbe//+fWSX3d1dDofDZDLhVTsqKgqLxebk5MAriFKpjIqK8jm/lZWVt99+m8lkpqSk6PV6HA4Hr19kMhl6xA0NDRGJRBaL9ZVrNc+I/7qcj78cvPxB2tvbg4ODp6enfc6ZQqFsbW1BfeJwOEaj8fLly5GRkY8fP758+XJ4ePhpvfvokEql+vnPf85kMufm5rq7u3NzcwEAGAwGVpTwIXB0yH9drr6+nkqlXr9+nUaj/e53v2MwGElJSV1dXUlJSQwGIzMzE06DsFgsh8N5+PBhbGwshUJpaWlJSEhobm6Ojo4uLS2FPzGLxSKRSNCqrrW1lUwmQ58Ob385EokkFArj4+OjoqJQHUJBCXCOdeg0BTrDT8FqtSKOKWNjY3AlSqVSxcbGrq2tXb9+fWBgAM5UfBgbG4uNjV1YWKDT6ffu3YPG2OAUHZqfn79+/TrUOblcTiAQfHQIALCxsdHS0nKik9ALcKIOIW6tFAplZmYGvj44OCgsLMzKyrp375739isrK4mJiSsrK++//35XV9evf/3rnZ2d5OTkwsLC0NDQvLw8aLB2Ij46JJVKP/vsM+gHGhcXB10qwsLCvnE69MUXXwAAFhYWIiMj09PTAQBFRUXXrl0rLCwEAAQHB29tbQEAyGSyUqkMCwuDkjM3NxcTEzM7O1tSUoJkByckJGCx2OLiYgAABoORyWQ/+MEPOjs7kceKLpcrLi7u5s2bKpXKbrej/nIoKAHOi+uQzWb7+OOPxWKxRCKB/nISiaS/v5/JZM7OzsIyED6Yzeba2lqtVhsfHz81NRUTE/P48ePt7W1YxUAul9+6dctnl4mJiVu3bmm1WuggFx4eDi9YERERUA8eP3785MmTlZWVE297X4AT/eVoNJpEIlGpVElJSc3NzRKJ5P79+x9++CGcG1VXV8OZCmRpaQmLxRYUFPB4vJycnNTU1KKiosjISLVaDY8TGhp6Wu8+OrSxsUEgELRabUpKCoFAyMrKkkgkGAzGv8AgCGwdwuPxi4uL5eXloaGhWCxWIpFwOBwymcxmsyUSSWRk5Pr6+t7eHoPBGB0dpdFoExMTIyMj9fX1OByus7OzuLg4MzNTp9MdHBzExcUFBwf39fXt7+9jMJjS0lI6nZ6WloY8M3O5XFFRUbGxsV1dXX19fUiZKG9QHUJBCRyeVYf81+U8Hg+dTsfhcDgcTiaT9fT04HA46HaqUChO9FY5Ojrq6urC4XD19fVHR0dw7R6Hw0FbbqPR6F8WSK/Xh4eH43C4rq4ul8tVWVkJL8F1dXWwlJzRaExMTMThcFCfXh7/50Nzc3PwHHg8nsPhgN0VFBTAe3kAgMFggJWBINvb29XV1Uhog8Ph4PP59fX1e3t7DodDo9H4zJ+88dEhl8vV19eHw+Gam5vtdrtAIMDhcLOzsyfWGA0cHfJ/PqRWq4lEIgwnYbFYOByutrbWbrfX1tbCJ3+jo6Nra2tms7m5uVmn0+FwOBaLpVAoGhoaNjc3yWTyyspKb2+vRqNpb2+vrq5eXl4+PDysra2F63VlZWXeC7NVVVUGgyExMTEqKsr7p0FAdQgFJXA41iHlxsoZbUcpeWF/ucnJyfCnDA8PP8suPT09yC4rKysv0OnL4K9Dz8L09DRyzsjC3Qvw7fCXOy1e7uvDZDIh43+al7k3qA6hoAQOxzpUX11Vd3prqq/DReNSmC/iL3d0dGR+CuLMfzYHBwfILt4x3K8Ht9vzAv5yh4dffs2XiZh4Bf5yIwHgL/fa81g9HoCM/94z5Ceh/nIoKIHDsQ6F3b4dfmYLDQ6uKS+1WczP2+xWy77DBpvDanmWXRy2L3exW3dfoNOXaRaTcUsued69HFbvc36mr3li27YYTSWlxgt/ZEnjWPfsz7Gvw7YbRTD8wRvWri6bw/aaB82n6baUum3V6+zRbt398s/M9tXjr1Fuov5yKCgBwrEO7ZoM1jPb2spiS32N2aD71jfjjka9uXFevatNOkNRsfHCH5uT00zW3Wff0WQ1myJwxu98z9zebrKYzncMNUqZViU733M4q+l3tmRi1F8OBSVAONYhuXhVcXrTKKRcDofFoJ/vub4ezt9frrpWf+EPUH+5rxXUXw4FJXA41qHtzfW1+an1xZkTm3x9mZWY6F+PVa/XI2/NZvP4+Dh8RO92u5eWlpC33jidzvHxcZ1OBwDY2dmZmpoaHx9Xq9X7+/uTk5PLy8s+wWBut3t5eXl8fByWVdXr9fDgS0tLU1NT0FZAJBKdXer7uXD5xSnYbDaLxYK8hV9te3vbbrfDUz08PPQeCgCAw+EYHx/3znjV6/VwY4PBAB96eTweg1+lHIPTYfv9OIW9vb3x8XF4/K2trfHx8ROLsYJvQpzC3t6ewWA40QziRFwul8/AAgBkMtmJtkYIHo9nc3MTjtLBwYH/IAM0TgEFJZA41qE7XLZSvPK8fgpYLBZeW9VqNYvFotFoRCKxt7dXIpG8/fbb8G1rayuyi8ViyczMpNFodDp9a2uLTCaHhobSaLSBgQGDwRAVFfXP//zPXC7XOzZhdXUVHiotLQ1W+9bpdIWFhW+++ebt27dFItGTJ09IJBKZTPY2bngZ/POHqqurYdYkAKC/v59IJNJotNjY2N/85jcwJGF5eRm670D0en16ejqNRiORSNXV1fBDLBYLXdEIBMLm5iYAYHd31z/nySdezmg0cjgc+PW7u7sTEhJoNFp+fv6JVqGBo0On+ZyOjY1FR0enpqaetuPAwIB3iq5Go/EfokePHnnbzvrj8Xh6enrgT6NUKv0d6gCqQygogcSxDv0/f/u3hi3Z8/ophIaGQh0aHByEdgYGgwGHw83Pz7PZbACA0+n8/PPPkV0kEsmNGzcAADabzWq1xsbGwgxWiMVi8b6aQ8bHx5OTkwEAeDx+YWGBSCRCfzkajQav5oi/nFwufyUj4q9DlZWVBQUF8DUOh1teXgYA6PX66urq/Px8qVSalpaGmDsAABYWFiIiIuBrrVYLAGhtbf3iiy+gJr377rshISEAABaL9Y//+I8+vfv7yxEIBACA3W6/c+cOPI3A95c7UYeEQiGDwYiJiQkJCWlpaYH2gNALA5luBgcHl5SUAABaW1uHhobMZjP07Ghvb0e8TfV6vUql2t7e7ujoAABIJBJoSY7cvng8HvhH8vjx45ycHH+TDoDqEApKIHGsQ/lZXMXGWfOhE3XoNH+5zc3Nn/70pyQSKSoqqru7G9nFZrPl5eWRSKT29nYAQFRUVFBQUGpq6hn+cqurqz/5yU9IJFJqaqrRaPT3l5ubm8PhcEQi8USLgRfgufzlent7r1y54pPktLKyEhcXZzabSSRSaWmp0WhMTU1dXV1ls9kqlQqPx1+5cqW5uRmDwVy9etWndx8dUqvVb731FolEGhwc7OzsvHPnDvhm+ssVFxdzOBwsFhsfH3/t2rXMzEwmk1lXV8dkMjMzM5OTk+E3ioiIuHv3bn19fUpKSlJSUl1dXWJiYk1NDZlMsVYigwAAIABJREFULi4uhnH/dDo9IiLi/fffz8jIqKqqgn8JUVFR3v5y0dHRVVVVSUlJdDod1SEUlADnWId+e/kDrUL8XOtyFovF319ue3s7JiZGJBKFhYWtrKzAe14fZDIZhUKZnp5OSEjo7u5Wq4+DAk7UodnZ2fDwcJlMRqVSJRIJkUj095czGAxjY2M4HO6VjIh/HmtlZSWSk08mkxGjM6PRmJubKxAIkEskBJaiAABMTU0FBQVpNJqf//znVVVVv/jFLyQSCY/HKy8vDwkJqayshOLtjY8OicXioKAgmUyWnp6Ow+HgaYSGhgb4fMj/+dD169cBAMvLyxEREXCuXFJScvXqVbjgGRwcDGcwJBJJrVYj82xoNy4SiYqLi5GfOzExMTIyEiarYjAYrVb73e9+99GjR0hfLpeLSqXeuHFje3vb6XSi/nIoKAHOsQ79+79del4dstvtH3zwAXwaPzw8HBsbOzEx0dLSwmazZ2dnT/zPbzabS0pKFhYWKBTK3NwcgUC4f//+/Pw8dOiRy+WwKoQ3U1NTn376Kaz4IBaLQ0NDoX8PFouFQRA9PT1CoXBwcNC7AtDL4K9D0E1nYmJieXmZy+VWVFRMTEyUlJT86le/gjOhpqYm72ceYrE4KipqcnKSy+X+27/9W25ublFRUVVVVVlZGY/Hw2AwCoUiJSVFo9FA909v/H1OCQTCwsICvLVns9kTExPR0dHecRMIgaxDcXFxAwMDOTk5YWFhISEhExMTqampiYmJKSkpExMTBAJhaWlpd3c3NTX18ePHycnJXV1dQqGwuroah8O1trbevXuXw+EoFIq9vT0KhXLr1q3e3t79/f3w8PCsrKy8vDw6nY7cCrjd7oiIiISEhPv37zc1Nd2+fdv/DFEdQkEJHI51aG1h+nl9TgEAWVlZVCqVSqVubW2NjY1RqVQmk+l0Ore2tpDluKOjI8dTnE4n3Ay6I7e0tMTHx1Op1K6uLgCA2Wx+8OABAODw8BDZRa/Xwy5GR0c9Hk9rayssENDZ2QnvoB0OR2ZmJpVKPXGp6gXwX5cTiURxcXFUKjUvL8/tdnO5XCqVWlNT09TUBDcwm8319fXIOR8dHY2Pj1Op1IaGhkePHjU1NSGPLpqbm9vb241GI6zK2tLS4tO7jw55PJ7JyUkqldrT0+N2uxsaGqhU6omzTBBIOuS/Lmc0GhkMRnx8fH9/f25uLpVKbWtrc7vdbW1tcKY7NTUlFoudTmdnZ6fNZqNSqVlZWXq9vqura2dnh8lkKhSKwcHBnZ2dgYEBoVAoFouPjo46Ojrg8DY0NJjNZjj++/v7Dx48cDgcXC43Pj6+ubnZ/wxRHUJBCRyOdWhLuqYUr5zWdEppekpK6gv5y01NTX3j/OV2nt9fDq4fQqampl6492+Hv9xp8XJfH2azGYPBoP5yKCjfRI51qDA/r+j0VlZcHB4ansJMONdTfU2cfx5rVa3+wndeIo/1P6K/3PNi1KF5rCgogcKxDpFwOOLZLTq6oaZq12R43gYfFcBm+dp2eYXNpN9Rbopfw9c8sanNen1xifHCH5tS2Lt2y3Psa7OYInDG77xh7ujcte6+5kHzaRqVXKtWvM4ef2/8zcav2N6o35JLUF8fFJQA4ViHDuxW5xnNYRMtL9ZVlVvMxm99Mxv0Kpn4vHpX7+oNxXzjhT82p7Itdutz7Gu3miLxxj94Y7fzocVmOd8x1KoV2i3l+Z7D2W1LIUV9TlFQAoRjHdoULUlFi6c19eZ6anIK6i/3GjAePF2Xy0LX5b5G0HU5FJTAwctfbmH6DH+5JCbTJ17O5XJBRwOIWq0WCoUwTO7w8PDx48dCoRAGwiE4nU6FQgFfWywWGIE9Pz8vFAphcqjBYOju7hYKhdCURavVms1mnU4Ho3i7urqQZFW5XI4k2AMANjc3Ozs7hUIhckr9/f1CoVAulx8cHCApSsiZSySS00bEP05Br9dDWwQIjNdaW1uDmUzwe3kPhcvlGhwcFAqFMF1XIpF0dHTAk3G5XEKhcHV19bTe/eMUjEajUCiE4yYSiYRC4YmmPuCbEKewu7srk8lUqmcNAzk8PPQeWMjS0tLe3llLah6PZ3FxEcYo7u3tnWi0gcYpoKAEDsc6lECLV0lEz+unEBwcDPMNNzc3aTQal8tNSEhoampaX19/55134NuKigpkF4VCERISAi8QdXV1d+/enZubo1AoXC43Li5ubGysvr7+d7/7HZfLzcvLOzo6KiwsbGtrKygouHXrFpfL/eSTT6DpCwAAg8F4W+lER0fjcDgYp7u5udnR0QHPJzU1NT8/PyMjw+12u91u6I+pVCqRDFx//HWovLw8Pz8fvm5tbaVSqTB0+5133oFaODU1hcfjke2lUunFixe5XG5SUlJtbW1YWFh8fDyXyx0ZGcnNzeVyuQwGY3Fx8cTefXQIhixzudzk5OT79+8nJCRwuVwOh3PihTjwdWhkZCQsLIzJZJ62o1Ao9DY23d7e9s/+GRsbO7vSoMfjGRsbg39mSqXyxARnVIdQUAKHYx36p3/8B71683l9TsPCwhB/OeinAK13FhYW0tLS4DbXrl1DdrFYLG+88QacM/3VX/0Vn8+vqampr68HAPT09OTl5TU1NcFsj8rKypqamoaGBqhDk5OT8AhcLndiYqKmpqaxsdHbwiA2NhbeZbPZbHgyYrEYAJCRkdHR0ZGUlCSVSmUyGbSqY7FYAwMDp43IiX4KhYWF8DUej4eh5Ht7e93d3dnZ2XNzc2lpad637UtLS9BtDwBw69YtEokELWcsFgvitgftw/3x95eDRp85OTnXr1+vqqoCANy4ccPblw8hcHTIP4/V7XYLBAI8Hk+hUIKCgvh8PkxDnp2d5fP5yHTz1q1bOTk5AIDS0tLW1lbofutyuSorKxF9ksvlIpFIJBJVVlZ6PJ7Z2VmXyzUzM4OIk8fjWV9fBwA0NjYymUzU1wcFJcA51qGLP3tLp5I+rw6d5i8nk8l+9KMfRUREYDAYaEIK0Wg0H3zwQUZGRnV19aVLl2praxsbG+G1VSgUlpaWNjU1VVZWAgA6OjqKioqam5s7OztLSkref/99AoFgs9kcDkdsbGxZWZnP1yAQCJ9++mlERASVStVoNHQ6fXZ2FgDAZrOfPHmSk5MzMTExMzNDIBBMJhOFQjkjLclfh87wl+vv7//kk0+g5iHI5fIf//jHERERYWFhU1NTWCz2+vXrKSkpBwcHDQ0NERERJSUlpzlG++iQ2WzOyMiIiIhITU0dHByMj4+PiIgoKio6cfdA1qHMzMzi4mIKhUKhUG7evFleXs5kMouLi5lMZnl5OZVKhcoaFRUlEAj4fP7du3ezs7Pv3bvHZDIrKirodHpJSQm884iLiwsLC3vvvfdKSkoKCgqoVOrAwAAOh0PmiC6XKyIiIj8/Pysri8fjRUdH+58hqkMoKIHDsQ79+Ec/PHs+5L8uZ7FYEFdpxF9uZ2eHSCSurKzg8XiNRuNTPEYul9Pp9Hv37pFIJD6fX1dXV1tbW1dXBwDo7u4uLCxsampqaGgAADQ3N5eUlDQ1NbW3txcWFtbW1mq1WmiHmp6e7m0mBiGTyY8ePdJoNKmpqTMzM3Q6fW1tDQDA4XA6OzstFktMTEx6ejqFQiGTybm5ud4ljnw40W8bWV0kkUjIkppMJsvKympubs7NzfWe34hEovDwcI1Gs7OzAwCIjo6emJhAhsLhcKSnp59WpcJHhzY2NuB0Kisri0gk8vl8h8MRGRl5oqmrPY6hv/Cdw/7B077aa8N/XQ5Oi1dXVyMiIjgcDgCAz+dfuXIF8ZeDD9sIBAL0l4N7iUQiAoEgFotLSkoQW7/ExMSoqCihUAgAwGKxer3+j/7oj/r7+5G+oL9cUFCQVqs9PDxE6z6goAQ4xzoUdP2qRr7xXDrkcDguXbrU1tbW3t4+MjISHx/f3t5eVlZ29+7d2dlZEonk35lCocBisSqVqqqqqr+/Pycnp6+vj8lktre3p6enC4XCmpqaiIiI9vZ2NpttMBgKCgqam5uzs7Ohwz+ETqfDa5A3ERER8DqVkJDQ19cnEAjy8/Pb29spFAqckPF4vJycnK2tratXr/qELfjgr0MVFRXBwcHt7e3Dw8MFBQV3795tb2/n8Xhvv/02DB/o6urydixdWloKCwtD3oaEhMhkMvC0dkNXVxeNRvOXUoiPDsnlciKR2NXVxWKxOBxOSkpKV1dXTEwMNDfyxmOzWT8PMv75Xx7NLZx04NeKvw4lJSXBVTI4O2xvb09KSuJyuSwWq729PT4+fmZmRq/X5+TkdHR0ZGZm3rt3TyAQVFZWEgiExsbGjIwMNpstEomsVmtcXNytW7e6u7v39vbCw8NZLFZTU1NMTIz3QyMsFsvhcEpKSoqLi2GVDR9QHUJBCRyOdUi2tvQC/nJVVVUcDofD4eh0uqWlJQ6Hk5ubCwDQ6XRPnhxXp97b29t6ilarHRw8vluXSqVw6aylpYXD4UAvFrFYzOPx4AEBAEtLSzKZbGlpCYmyAwBMT08rFAqPx6PRaOBhdTrd6OgonHBMT09D19SioiIOh4N0t7a2JhKJAADeN84n4q9Dcrk8MzOTw+HANUM+n8/hcB4+fDg0NAQ3sFqt7e3tyNdUq9XeDkZDQ0OILalEIuFwOL29vaf17h8vJxKJOBwOHM/u7m4OhwPjDH1Pe2RMf+FPbPgT7v1fP/46tLe3l5mZyeVyZ2ZmqqurORwOfEQ3ODjI4XA0Gs3i4iJU68HBwaOjIy6XW15e7nA4RkdHbTZbTk6OXq+HdWlnZmaGhoaUSqXL5RoZGenr63O5XN3d3XK5HI6/yWQaGBhwu918Pj8jI6Ovr8//DFEdQkEJHI51SCVeVW6snNZ2lJL0lBR/HXoWpqenI5/i/azoJTk4OKDRaPCwGRkZr+qw4KTnQ8/C3Nwc8jWRFaQXwHCwZ+UL9Bcu7OcXP9eOR2Pj+gvftUWfMA19/ZxWF/zrY3d3NyoqCo4/jHw5G1SHUFACh2Md4qanZ5zesrjcG0E3/iP5y50w4Xg9GEyGQ/W25c23zT96C+j0X73DU9zjU/o/eMMeGDr0Dchj1aN5rCgogcKxDjETGKzTG5NBZyUwhI11Jp32uZtea9LvPG3Pv/szHflVHtag3VZJ18/ra6qlGwaH1fjbzw1/8l+N4+Mmk/5Z9jLuGo0PHxr/8L8YQrHGXdOrHOQXahrFpka5+br7fZ7xV8vEqL8cCkqAcKxDh07H0enNdbC3ND9XWVpst1q+9c26a9pWSM+r922lzOKwmS9/Yvyf/9y2sGh32J5pxz277XGf4Tv/kzk8yr5nP/cx1G2r9Br1uZ/GGU2jkqH+cigoAcKxDm0szUlXF3RK6bZsY2N5Tvz7TSleZSUmJiUwzvdcXw9ut1t3fv5yeu22CwDbx1cM3/8zz+YJhjSn4R6f1F/4z7bbp/pEvE6sZpNtN7DX5XQadF0OBSVAONYh6erC6txkWlJieUmBWiJaX5zxzWP185c7Ojqan59H3q6vrwsEgpqaGgCA0+msq6tD3nqj0WgEAgF8kj83N1dRUSEQCBYWFiwWS0VFRV1d3f3792GeEGR/f7++vl4gEMBgqoWFhcPDw7a2trq6usrKShga19HRIRAIoGfPy+Mfp6BUKmHvkJaWFoFAMDExAQPwAAAOh8N7KKxW69LSEgDA5XIhnyNZR06nc3l5+bTe9ZqtQwCsH3xi+P6fueRKAIBKpRIIBHD3yclJgUBwYuXZo5k5w/f+dC+/6EW+86vmtDiFnZ2dxcVFZNy+kv39fW/3Jsj4+Li3taA/0NcHhnEjv4UPaJwCCkrg8GXcNoWIT2UyIsNCyovztzbXv9JPwWKxBAUFwYTQtbW12NjY0tJSLpdbUVEhEol+9atfCQSCzMzMu3e/9I3W6XRUKlUgEKSmpioUiujoaBaLJRAI5ufnLRYLh8N588036+vrvXVofn7+X/7lXwQCQVxcnEqlCg8P12q1QqHw4sWLDAZDoVA0NTWxWKzCwkJvI7uXwV+HSktL79y5A19XV1enpKSUlpYymcy33nrLYDAAAIaHh73zpRYXF8PDwwEACoUiKCgImvp8+umnMG9pbGzsxIwWCNQh280ww/f/zL24vG0wwBHLysqqrKxMSEgoLS1NTEz0vxDbbkcY//vfgjMNQF8bp+nQ8PBwcHAwg3HqxLq6uhqWe4dsb2/fvHnTZ5vTrPkQPB7PwsIC/CtSKpVItrU3qA6hoAQOxzokWZ7/7Yf/rpWLS/JzyYRovWrzK/OHvH19hoaGoJ+CwWDA4/GLi4vQy1Kj0XhfRzY3N4ODg+Frl8tFJpOlUinyr9D1wOf8JicnYYpoTEzMysoKiUSCifcMBgPOUWg0Wk9PDwDgFc6Hdk739SEQCHA243a7p6enMzMzBwYGMjIyoHUCBNpJAACys7PDwsLgpPBv/uZv4uPjAQDvvffeBx98cFrvum31IQBu0Ybhv/zAeSN0TfXlZbSioqKgoAAAEBwcbDKZfHY0/38/Nf63/9tjCojVsBPzh3g8XnBwcHx8/JUrV9hsNkzkGhgYYLPZyJ/BzZs309PTPR4Ph8MpKyvTaDR4PN5ut2dnZyNT0sXFxfHx8ZGRkezsbKfTCfOHHj16hPgNejyeyclJt9tdUlJCIBBQfzkUlADnqQ6tzF/59JP1xZm8bC49jqxTSp9Lh/z95X74wx+Gh4djMBjvNaiDg4PW1tbw8PDCwkKHw4HD4X73u9/RaDTk1tX/kiESif7pn/4pPDw8LS3NbDZHR0dDHSKTyXDFRqvVksnk4ODgMxa7nouzdcjHX25wcPC3v/2tt5oCAFZWVmg0mkgkYrPZFouFTqdvbW1FRUWRSKS7d+/eunULcUH151iHNuWGN/7UGXR727n/kx//ODw8vK6urrGxMS8vDwCAwWD8l+Z233nX8L/9Hx6jrz6dC/46xGKxmpub09PTyWRyeHg4NJ/NyMhgsVgdHR0kEglmLuNwuIaGhuzs7JqamvLy8urqaiaTKRAIUlJSBAIBVJrY2Njg4OD333+/ubkZOpE3NDTExMR4+8thsVg2m83n8wUCAeq3jYIS4CDzobnffvjvmtPnQyeuy0EraADA6OgovLYaDAY4Y6BQKE6n09sSGwDg8Xig5DAYjNHRURaL5V0H6EQdmpychDMtMpnsPR9CdAh2YTKZgoKCXsmInOgvB81Ygdd8CDo983i8vr6+jIwMeBmFrKyswMoOb7/9dkJCwsWLF5VKJYPB6OjoCAkJEQqFZyxMHeuQVGb88//m+IefLDc2RZJjAAAZGRk3b96srKoCAASHhPjMh44mpoz/+/9pw+LA/sn2qa8Zfx26fv06eOovx2azgZ+/HLTcxuFwKpUK8ZdbW1sjEAibm5t8Pn9qagp+CP3loCdFZGSkwWD4wz/8wzP85fwn2QDVIRSUQOLL50NkQnR6MjMy/HZZYd6zPB/a29t79913BQJBeXn56OgonU4vLy/PzMwUCASn+ctZLBYul1tZWRkbG7uxsYHD4ZKTkysrK6enpwEAcrkcWbVDWFxc/OUvf1lZWUmhUFQqVVhYGHS1iYyMhLZAPT09PB6voKAgKyvrlYyI//Oh6urqzz77rLy8vK2traqqKj09vby8PCkp6a233oJmQoODgxQKBdl+dXU1PDycRqNNTk5OT08/fPgwLi4uOjraYDCUlZXJ5XJv9zkf9Nvqw8MDcHTkoLFMFy4oivg0fknVgwdJOdnFdbWs7KyKlpbETJ5PxLEtBLNz4YKzseWVjMDLc5rfNolEio6O/vzzz338tlks1vj4+NbWVmlpaXNzc1FREfTbrqqqiomJaWxsZLFYXC53dnbWbDbTaLSQkJDu7u79/f2IiIj4+PiBgQE8Hu/tXYv4bXM4HP8KRgDVIRSUQAKpC764OjeZymIIivK3pGsbS7Pi5S+bUrx6or9cZ2cnn8/n8/lmsxnetMJ5g9lsRlbJzGbzwlOMRqNCoeDz+XAqMz09XVZWxufzYXkhh8MB4+h0Oh2yi1arramp4fP5cO1rdnYWViNdXFxEPKdbW1tLS0u9oxteBn8d0mq1lZWVfD6/tbUVANDU1MTn88fGxpDiEQ6Ho7e3FzlnhUIxPz+PuPscHBxMT08jFUKtVqt/DBiCflt9cOAEAOzzy3UX/pPjw89W/+2j7O/8yZOfvO2KIvb+v/+Y/Z0/Uf72M/ttrC0EA5v10+uG7/4vpn/4iVv53HZEXxOn1R8qLy/f2NiAfzbe9YfMZvPGxgaM44DzHlh/yOVyLS4uHh4eVlZW2u32hYUFk8m0vr4+Pz+/s7MD/3VmZgYazc3MzMDxV6lU8B6lsbGxrKwM3uX4gOoQCkrg8OV8SCleNWuUerVMtrYkX1/2bhq5+IX95ebm5shPGR8ff5ZdBgYGkF1g+YbXif+63LOwuLiInPNXBnSdge6pDoGjIzspTnfhP1vf+FP3D/7S/v0/0//x9/f+61+4f/CXu2/8qf6Pv/9l+0/fN3zvf93LzX/hTl85p9Vj/Rp73N2NjY2F49/S8tXzQlSHUFACh2MdosVTz2iJdMbnn11JZSWe77m+HjwezznmsRo0Wy6v+gXu2XnPwtJXtPlFz+KridF4VXwD/OV0qL8cCkqgcKxDdzJ5uae3nExubia3vbXRoN361jfdtkouWTuv3uWStZ0t5fFb/Y7RYTXaLc/SDDrNuQ8d0tRyiVouPffTOK3pNVtK6foB6i+HghIYHOuQ60x/Offh/tTkREn+3f09x7e+2W3WbaXsvHrXKGU2i/ncB+Elm0G7bdjRnPtpnNG0agXqL4eCEiAc69D64sz64oxSvCpdXVhbmIZvkaZYX06g05MTE871VF8Tbte5+stpto5+P9j9m4jFbLTuBkQm02mg/nIoKIED4nM6u7m60HCvYqSve1O06F+P1T9u+/DwEJbUhExPT3O5XOh/Y7fbc3Jy4FufFCKpVMrlcvv7+z0ez8DAAI/H43K54+PjZrMZlu4uLi72jnyz2Wy5ublcLhe6hA0NDTmdzurq6uzsbB6PB9OPqqqqMjIykPC5l8Q/TmFtbc07SZbP53O53K6urpGREfiJ1Wr1HgoAwOrqKpfL5XK50PgHAIBsMDo6CkP+PB4PcgSEL+MUvHrncrmwwGtvby+Xy/V2vglMTotTUCqVw8PDMDzyWXA4HEhFXYTHjx/7l0X3xuPx9Pb2wj88o9E4Ojrqvw0ap4CCEjgc65B8fZlJp/5f/+O/N9ZWqqVrz1IX3GKxXLt2DSZtLC0txcTECIXC0tLSu3fvLi8vf/DBB52dneXl5ampqcguGo2GSCR2dnZmZ2fL5fKoqKi7d+92dnZubGzY7faSkpJ33nmnt7fXW4dmZmbee++9zs5OEokkk8lCQ0M1Gs3Q0NCvf/3rzMxMjUZTUVHB4/Gam5tfob+cjw7x+fycnBz4uqCgIDc3VygUcrncn/3sZ9Botbu729siYXNzk0gktrW1NTY2CgQCAIDBYLhy5YpcLgcAXL16FVaqXl5e/vDDD31699EhhUJBJpM7OzuLioqKioqYTKZQKIyNjbXZbK/ky35NnKZDg4ODN2/ePMNOoqCgAI4SRKPRfPHFFz7bbG5unt27x+NBtpHL5RgMxn8bVIdQUAKHL+dDKoko/PatmopSlUT0LDrk7eszPDwMfX12dnaIROLy8nJcXJzT6RSJRNDxEyKXy2/fvu10Hl9nSSTS7Ozs0dPwMJPJ5J/9Oj09HRMT43Q6KRTK2toa4qdAo9HgZCgpKamlpeVVmcuBr/L1IZFISFi2VCrNzMxsbW3Nzs72vkNfWlqC/nJOpxOazRQVFeFwuKysLI/H86//+q/vv/++2+3GYrF///d/79O7jw6tr6+HhobCEauvr4e+PiF+fgqBhr8OGY1GBoPx+eef02i0Tz75hEqltrW1ud3utrY2KpWKDOmtW7eYTOb+/j6VSs3KypLL5UQiUa/Xs1ispaUl+Mc2MjLS3d394MEDFotlsViam5tdLldTUxPyN+DxeLq7ux0OB5fLDQ0NRVw/vEF1CAUlcPhSh/RqWRQ27F45X32SDvmvy53tL/ejH/0Ii8VGR0d73966XK6+vj4sFsvj8XZ3d/F4/GeffcZgMM72l/vhD3+IxWLT0tJMJpO/v5zNZktISLh169bY2NgrGRGXXx7rGf5yAwMDn3zyibc7EQBgZWUlLi7OZDJhMBg8Hq/RaOLi4vb29hITEzc2NlJSUqC3TUxMDJFI9Oldv60+9NKhra2tn/70p1gstqysrKamJj8/H5ziLxdQ+OexxsXFDQwMFBQUQEuFiYmJ1NTUxMTElJSUiYmJqKgo6OtDIBA6OztTU1O7urqEQmFNTU1iYmJ5eTmXy7137x7iL3fr1q2PPvpoYGCAxWJlZ2fn5eXR6XS42gkAcLlcERERCQkJ9+/ff/DgAbwn8AHVIRSUwOFLHdIppRHht59dh3z85aCZtNFoxOFwS0tLJ1qoHR0dwYIFiYmJw8PDSUlJUFQgSqXS/9Z1YmKCxWIBAEgk0tLSEjIfiomJgToEr8hHR0dXrlx5JSPi76dQUVFRXV0NX+NwOGijsLe319vbm52dPTMzk56e7l2gaHFxEQqqSqW6ceOGWCz+xS9+QSKRLl68uLS0lJSU9OjRo+Dg4L6+Pv/5n/7350Orq6vQppPL5V67dg3aVdy6dSvA50P+OgT95ZaXl7FYbHp6OgCgpKTk6tWriL8cNCyPiopSKpVhYWHw/mZ5eRmPx0ul0rKyMviEDDz1l4PPjaKiojQazRtvvAHt5iDQX+7GjRvb29tOpxP1l0NBCXC8dEi1GX77VnVZ8Yk65L8ut7+//+6773K5XB6P9+TJk6SkJB6Pl5iY2NjYODc35+23hmC32zkcTmZmZnx8vFwuJxAIJBIpMzNzaGgIAKCE8EeSAAAO/ElEQVRQKLwX8SCrq6sXL17MzMxkMBgajQaLxcKn9Hg8Hhrn9PX1MRgMWBPolYyI/7pcXV3d5cuXeTxedXX1gwcP6HQ6j8ejUqkXL16Esjo1NUUmk5HtdTpdQkICj8eLjo6+cuVKfHz8zMyMXC5fW1ujUCjR0dEqlaqxsdFgMPgXIvJZl9vZ2WEymZmZmcnJyfX19fCwbDZ7LzDqDJ2G/7pcSUkJm80ODQ2NiYn59NNPeTwek8msr69nMpk8Ho/H4w0PD8vl8vv379fV1dXU1CQlJbFYrLq6uri4uObm5ri4uDt37oyOjhoMhsTERAwG09PTs7+/j8PhYmJiFhcXfUy1o6Ojq6urk5KS4uPj/f+oAKpDKCiBxLEOiZfnZGtLw4+65iZGpKsL/nXBT/SXm5ycfPDgQWtrq91u39nZaW1tffjwIQDAbrcrFAq4jVarffyU7e1tg8HQ2toKHyOLxeL29vbW1lY4w3A6nfBzhULhvcvjx49bW1vhuo1UKoWPAeRyOVILbnh4WCgUvqoR8dchs9nc3d3d2toKY94GBgZaW1tFIhESt+Z0OoeGhpBz1uv1er2+tbVVKpXqdDqJRAKd5eD5y2QyuILkcrl8CkaAk+Ll4IjB5c3V1dXW1tYAFyFwSpxCe3t7Z2fn9vb2xMREa2urWCwGAIjF4tbW1v39faVSCT3LYbVWoVAIJ0BwotnR0XF0dCQWi61W69bW1ubm5u7urtvtlslkUqkU1r3t6emB4y8SieDA9vf3t7W1wY58QHUIBSVw+LIuuGRlXiURydeXpasLPk0tXXthf7nl5eWkp0Bry69kbGwM2cXn0ctr4MX85VZWVpBzfplKSP469E3kXPzlkpOT4fh3dnZ+5faoDqGgBA7HOkSIxuFPbyQ88ePffpKe/CI69I3D7T7vPNYjNI/1awfNY0VBCRyOdaiqvKz69FYlKKss4/e0tei2Vd/6tqNWKsWi8+pdJV7TquTnPggv2bZk4i2Z+NxP46xxlq6h/nIoKAHCsQ4592wHpzeXc29ooP9udubhwcG3vu3vObRq+Xn1vqNW7Nlt5z4IL9lMeq1Zv3Pup3FG022r0PkQCkqAcKxDovkpyfKcRraulojWFqbX5qfWFr5ssrUlBpWWwvwPUffB5XLpnv/50KviuB7rN5zAX5cz7KDrcigogcKXdfAGejowt4NTmQyZaFG8PPeV+UNOp/PBgwcwz8Pj8fT399Pp9OTk5IODA4vFQqfT6XR6UlKSt9GAyWTq6emBr+Vy+ejoqMfjqayspNPpRUVFHo9naWmJRqPR6XQYHjYxMbGxsTE9PQ0/JJPJGxsbcPfOzk5YvhPS3t4Ot+no6PB4PIeHhxkZGXQ6/dGjR1KpFMaFIxweHjY2Np42Iv5xCnNzc4glmsvl4vF4dDq9rq4OlmcFAOzu7iKvAQA2m43FYtHpdAaD4XA4Wlpa4LlNTExsbW3R6fTa2trTDCD84xSmp6fhF/F4PE1NTXQ6/cQAsIDitDgFGCH5+PHj03b0ru0NALBarW1tbT7bdHR0nO0l6Ha7hUIhTHrd2dmBMZw+oHEKKCiBw9O64KsLnGRmU10VlUzkpLC0cvGz5LEi/nKzs7MkEmlsbKypqYnD4SwuLn722WczMzPQtQXZRa1W/+IXv4DhuQwGIzc3t6urKy0tbWxsLCcnp6GhoaamJjY2dmxsLD09Xa1WFxYWNjc3Z2dnZ2ZmzszM8Hi8lJQUAIDJZAoLC0M0CQCAwWCqqqpmZmZgsk5eXl5lZeXY2FhycnJmZmZKSordbrfb7evr6wCAJ0+ewKzbE/HPYy0pKcnOzoaveTyeQCAYGxsrKir65S9/CYOMW1pakpOTke1XVlY++uijmZmZvr4+JpMZEhLy4MGD6enp1dVVAoEwMzNTUVGBVA33wSePVSqVRkdHz8zMJCUl0el0DoczMzMTFRVlsVjO+lXPG/88VsijR49u3rwZFxd32o4ZGRnwN4JotVp/fzkYwX8GHo8H2WZjYwPNH0JBCXC+zGOVrMzvmbUZqUmJtLgdheS5fH1GRkagr8/29nZMTMzq6mpUVJRCoRgZGSEQCN67fO9736utrXU4HH/xF39RVlZ2//792tpaAMDDhw+Lioqamprq6uoAAEKhEIpQe3t7UVFRZWUldBRtaGioqKjIycmB9tsI0AxUoVCkpKTMzs4yGAyYk8Rms588eUKj0cRisUQiiY6OBgDg8fgzIsj9dcjb14dMJs/Pz8PXBoMhNze3vLy8qKjIe34jEolu376tUCjm5+cpFAqBQBgdHdVqtRaLJTQ0VKFQnJEA5K9DsbGxCoUCZvIWFBQoFAoSifSN0yGVSkUkEj/88EM6nf7RRx/hcLiamhqbzVZTU4PD4UZHR6G3U3BwMI1GgwZOTCZTJBLFxMTI5XIymQxnzwCA9vb2+/fv8/l8Mpms0WjKysqOjo74fD7iW+h2u+vq6vR6fWJi4vXr11F/ORSUAOdLHdIqJPcEJVQSYWNx1n9d7myfUx9/uc3NzZ/+9KdEIpFCoej1emQXpVIZERGRlpaWkpISFhbW0NDQ2NgIvWqgV3dTU1NlZSUAoKOjA+pQZ2dnSUnJRx99RKFQ4MWXRqO1tLT4fA0ikXjt2jUikUilUre3txkMxuzsLACAzWYPDg62trY2NTU9fPiQQCCMj48nJCR4u975cLbPqY+/XG9v7+eff766uuq9vVwuf/PNN4lEIpFIhC5zwcHBGRkZAIC1tTUikchgME4zjfZZlzOZTBwOh0gkpqamPn78mEajEYnEgoIC5JobmPivy0G3p5qaGgKBQCaTNzc3ORxOTEwMm83e3NzEYDAwKZhEIg0NDdFotMnJydHR0YaGBgaDce/evdzc3ObmZrjURqFQgoODr127trS0FB8fLxAIqFRqWloacivgcrmioqLIZHJ3d/fw8LD3nRACqkMoKIHDl8+HmmqrkhlUnUq6tbm2tjD9LHUfsFgsfI34yxkMBhwOt7i4yGQy/TuTy+UUCuXRo0dxcXGtra2VlZX37t2DE6Du7u68vLzGxkb45AZqUn19fVtbW35+vncRGmiC6XNkMpkM13PS09NHRkZoNBpctWOz2UKh0OPxEAiEpKSknJyc4OBgOAM7DX8dKi8vh+oIAMDhcDBN1Wg01tbW5uXlicXitLQ07/kZrIKBvI2OjobmaUdHR/Bqe+fOHVgPwh8fHYKGbACAnJyczz77DNrcXb9+3Wh8rVmiz4u/DsHltfn5eSwWC0uBFBUVXbt2rbCwEHj5y0VGRspksvDwcCg5c3NzeDx+fX29vLwcebKYkJAQGRk5MjLidrujoqLkcvkPfvCDzs5O5NmSy+WKi4u7efOmSqWy2Wz+ZrIA1SEUlEDiWIcUGyu/+pefh9wMwkdiW+7XqMSrX7kud3Bw8Jvf/AY+jZ+cnORwOAwGIyYmpru7e2FhAU6PfNBqtSQSyWQyjY2N9ff35+fnr66ukslkuOPc3FxjY+Ply5cZDAY0iyspKWlvby8sLPQWnvT0dH8dolAo8IkLnAANDw/HxMQwGAy4IgcAKC8vLy8vBwBgMJizJxP+OtTU1PTee+8xGIzCwsL+/n54ZAqF8u6778LL5dLSkvczD7FY7H3tw+PxcPazt7eXk5PDYDDi4+N9plAIPjpkMBjYbDaDwUhLS+vq6kpISGAwGHfv3kW8pQMTfx2qq6ujUqlffPEFjUb79NNPGQxGUlJSV1dXUlISHNiBgQGJRPLw4cPq6mpYY4lCobS0tCQkJLS1teHxeD6f39fXt7Ozk5qaisPhHj16tL+/TyaTYWEqn0kPiUQSCoXx8fFRUVH+Ju4A1SEUlEDi6XxItDjY29lUW3W/unxiuE++vixZmUeaSiJKSUry9/URi8Wjo6MjIyNOp9NisYyMjMC4MqfTidQhlcvltU8RiUTwthcAYLVa4U29VCodGRlZW1sDANhstunpaaRK6e7urt1u393ddTgcSKdGo9HhcLhcrtbWVnjYnp4evV4P1cVkMkHfubm5uZGREeR5tcVigct6yAmchn/dh729vZmZmZGREfhkaGFhYWRkRK1WW61WeA9+eHg4NjaGfM2NjQ0YiwHR6XRIUdqDgwO472m9+9R9AADY7faRkRG4vKlSqUZGRhC3uoDlxDiFJ0+eTE5O7u7ubmxsjIyMQN90jUYDZzY6nQ5ap6tUKgDA2NgYnHfCkRwfHwcAqNVqh8NhNpt1Op3D4fB4PHq9fmdnx+12r6+v19TUwPGfmpqCv/L8/PyTJ09OjGtAdQgFJXB4mj+0MC1bW1JsrCg2VsQr86KF6bWFGaTJ1pbTkpNfzF9uY2Mj7ykrp0wCXoCjo6Py8nJ42IaGhld1WHCSDj0L3l/zZTzx/HXom8hp8XJfH1arFRl//1Li/qA6hIISOBzr0O2Q26Gnt/DQsMv//mFGWsr5nuvrwfVCPqevCt23Qodev8/p84LqEApK4HCsQ50PWjpOb+2tzQ+aGro7HuxsKb/1TatWyMSi8+pdJhZpVLJzH4SXbMrNDZVMfO6ncUZTSFB/ORSUQOFYh/as5jPagcP6sLMjk8N2u1xnNbfL7f791+5TNnuuXZ7lwxM7eqF2cODUbimf9Wu+6razpXLuO75ixL6erl9hMxt0u0b9uZ/GGU2v3ULnQygoAcLT50NzkxuLM1r5hlqyKpqbFM3/XpOJFulUairrhFDsbx+uo/P2l/vmr8u9/udDzwu6LoeCEjgc65B8fXnoUdc7P3sr5GaQYmPlxDzW1N+PU9jb28vLy0OSNurq6i5duvTxxx/DYLn3338fvoVBUAhDQ0OXLl2C2TN5eXmXLl26dOlSfX399vY2fH3jxo2joyNk+52dnQ8++ODSpUvQZ6yoqMhqteLxeLgxDKOKjIy8dOkSEqH3kvjHbff19SEeZS6X69atW5cuXbpz505VVRUM0lMoFN5VyRUKBZ/PBwBYrdb8/Hz4YV5eHrRRUKvV8F9PxN9frre399KlSzBzKCsr69KlS4ihQ8By2vOh2dnZ4uLimpqaZzyOyWQqKCjw+bCoqMg7Odoft9udl5d34k+DoEd1CAUlYLhw3ieAgoKCgvIfGlSHUFBQUFDOk/8fEyhVE6711XoAAAAASUVORK5CYII=" alt="" />

a-1

聚集非空非最小化日志图a-2

truncate table tcls
DBCC SHRINKFILE (N'testbulk_log' , 0, TRUNCATEONLY) insert into dbo.tcls with(tablockx) values (100000,'aaa','bbb')----made not empty clustered table
go
insert into dbo.tcls with(tablockx)
select * from dbo.t1
----cluster table not empty select operation,CONTEXT,[Log Record Length],AllocUnitName from fn_dblog(null,null)
where AllocUnitName like '%tcls%'

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*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" alt="" />

a-2

非聚集索引实例

非聚集非空堆表无索引实例 图b-1

create table tnoncls
(
id int ,
dystr varchar(200),
fixstr char(500)
)
go insert into dbo.tnoncls with(tablockx) values (100000,'aaa','bbb')----made not empty heap table no index
go
insert into dbo.tnoncls with(tablockx)
select * from dbo.t1 with(tablockx)----heap table not empty with no index select operation,CONTEXT,[Log Record Length],AllocUnitName from fn_dblog(null,null)
where AllocUnitName like '%tnoncls%'

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5NJDpKZ1ij0VPseVs0Wksiy30+Ryy2uLycLxSaKFSK1WoLR2aNJms0epG/MKrRWMPhi/yFfoUynk5/MDKm9Pk88TgAjGm07fMcazjSSKFuGh17wkRzhUILlXZ5YcEaibw/Ou6Nxw8S5hyxmCMWC66sAMCIWlNJIC6n01snMVyn6yidwXe71YHAq339XJcrncuV4wnWcBij1wu93lgqtenBSCKTuS2V1ZLI+UJBFwo94UMUMsXpdAJANp/vlcqqiHPnWOwjFOpyOp3KZudM5i0TU0WDSedyYq/3/ZExeyyWLxRqSGS+y2UNhxspVKXff3qeM2sy2*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" alt="" />

图b-1

非聚集非空堆表含索引实例 图b-2

truncate table tnoncls----truncate table
DBCC SHRINKFILE (N'testbulk_log' , 0, TRUNCATEONLY) CREATE UNIQUE NONCLUSTERED INDEX inx_id ON dbo.tnoncls (id)----add non clustered index insert into dbo.tnoncls with(tablockx) values (100000,'aaa','bbb')----made not empty heap table with index
go
insert into dbo.tnoncls with(tablockx)
select * from dbo.t1 with(tablockx)----heap table not empty with index select operation,CONTEXT,[Log Record Length],AllocUnitName from fn_dblog(null,null)
where AllocUnitName like '%tnoncls%'----both datapage and indexpage full log

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*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" 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b-2

关于trace flag 610

Sql2008新引进的TF,用于非空B-tree结构中仍可最小化日志操作.

关于TF610的使用我个人建议是特殊场景谨慎使用.

一般来说我们在对非空表导入数据的场景,堆表在Online的过程中最小化日志锁表本身就会影响线上的应用.聚集表数据在插入过程中批量导入的可能性就更低.(好好的聚集表数据批量导入,情况甚微).

TF610本身是为了减少记录的tran-log大小而设计,并非加快导入而设计.

使用TF610时注意:

1:特定情况下session级打开 dbcc traceon(610)

2:当批量事务提交时所有数据页需落盘,如果此之前没有检查点执行落盘会带来大量的随机IO从而导致性能下降,有时甚至不如全日志记录的插入.

3:避免单个事务过大.超大事务可能导致其他问题.

最小化日志(Minimal Log)最佳实践

BULK_LOGGED模式:现实生产环境中的数据库一般是简单,或者全日志. BULK_LOGGED模式使用常态下寥寥无几.但当我们的数据操作中存在大量可最小化的日志操作中(如索引重建维护)我们可以开启BULK_LOGGED模式从而提高操作效率.

例:索引维护

1:选取操作时间窗口:日常全备份前

2:全备份完成后,人工干预执行一次日志备份.

3:修改数据库模式由Full->BULK_LOGGED

4:大容量日志操作(索引维护)

5:人工干预备份日志

6:重新调整为全日志(模式)

BULK_LOGGED模式下是不会破坏日志链,在这样的模式下我们把Non point time的时间段降到了最低.

注:当数据库有应用全日志模式的情况下,如镜像,不宜修改的数据库模式而破坏应用,当全日志情形下产生的大量日志可能导致实例级的全局问题,应仔细权衡操作.

对有审计需求的数据库来说,注意具体审计需求:是否需要恢复到时间点.