在成熟领先的企业级数据库系统中,并行查询可以说是一大利器,在某些场景下他可以显著的提升查询的相应时间,提升用户体验.如SQL Server, Oracle等, Mysql目前还未实现,而PostgreSQL在2015实现了并行扫描,相信他们也在朝着更健壮的企业级数据库迈进.RDBMS中并行执行的实现方式大抵相同,本文将通过SQL Server为大家详细解析SQL Server并行执行的原理及一些实践.
准备知识
硬件环境-在深入并行原理前,我们需要一些准备知识,用以后面理解并行.首先是当下的硬件环境,社会信息化建设,互联网的普及,硬件工艺的大发展…我们现在的硬件设备的性能虽然已经不复摩尔定律的神奇,但已经相当丰富了,存储上15K RPM的硬盘,SSD,PCI-E SSD使得磁盘作为数据库系统的”终极”瓶颈得到了一定的缓解,而内存上百G内存也早已不是小机的”特性”了,PC Server上已经很普遍.在处理能力上,由于现今物理工艺上的极限,单颗CPU处理能力提升困难,系统架构已经朝着多颗多核的架构上迅猛发展,如8路CPU的服务器也已经有一定的使用案例了.总之我们的硬件资源越来越丰富,而本文所讲的并行查询查询主要是针对上面叙述的多个CPU协同工作,用以提升SQL查询中的CPU-BOUND响应时间.(虽然在并行扫描(SCAN)的时候实际中同样可以提升查询的响应时间,但这我们就不细述了)
SQL Server关于”任务”的相关知--Schedulers,Tasks,Workers. Schedulers是指SQL Server中SQLOS识别到的硬件环境中的逻辑CPU,它是管理SQL Server计算工作的基本单位,它提供”线程”(workers)用于分配相应的”CPU”资源用于计算.Tasks实际就是SQL Server中的工作单元,本质上就是一个函数指针(C++),用于指向需要执行的代码.比如LazyWriter实际上就是去调用相应的Function(sqlmin!Lazywriter()).Workers 如果说Tasks是指向工作的地方,那么Workers是处理相应的工作,它绑定到Windows线程的方式用于计算.OK,现在说一条SQL请求SQL Request=Task+Worker应该能理解了吧.为了加深理解,我们可以看图1-1
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" alt="" />
图1-1
最终回到我们的并行查询,实际就是多个tasks在多个schedulers上同时运行,提升响应速度!
关于SQLOS,微软在SQL Server 2005年引入,可以说是个重大的突破,就像Michael Stonebraker(2014图灵奖得主)老爷子的早年Paper” Operating System Support for Database Management”中叙述的那样,SQLOS,比OS更懂数据库,感兴趣的朋友自行搜索下.限于篇幅这里就不细深入SQLOS了,给出一张简单架构图大家感受下J 如图1-2
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" alt="" />
图1-2
OK准备知识完毕,我们进入并行查询执行吧
并行相关概念
串行执行计划--在了解并行执行之前,我们先了解下串行执行计划的相关知识.其实很简单,关于执行计划本身这里就不介绍了,只是介绍下与本文相关重要元素.
串行执行计划实际就是由单个线程(thread)执行完成,单个执行上下文(execution context)
执行上下文就是指执行计划中用于执行的一些信息,如对象ID,如执行计划中使用到的临时表等等.在执行中实际上就是单个(核)CPU在工作,如图2-1
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" alt="" />
图2-1
而并行执行计划,顾名思义,就是多个(核)CPU在同时工作,用于提升CPU-Bound的响应时间,对应串行,它有多个线程,多个执行上下文,但也会消耗更多的资源.但对于磁盘IO,SQL Server认为是木有帮助的,我们通过一个简单的实例看下:
注:文章中使用的AdventureWorks,网上可以自行搜索下载
---串行执行
select COUNT(*)
from dbo.bigTransactionHistory option(maxdop 1)
--并行执行
select COUNT(*)
from dbo.bigTransactionHistory option(maxdop 2)
通过观察上面两条简单语句的执行计划可以发现,在预估Subtree cost中 (资源消耗量)实际上单CPU与双CPU相比只是CPU预估减半,IO预估不变.如图2-1-a
aaarticlea/png;base64,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*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" alt="" />
图2-1-a
让我们真正的进入并行执行计划,每个并行执行计划都有一个主的交换操作(root exchange),即图形执行计划中最左面的Gather stream运算符(后面会讲到)(SQL Server有图形执行计划,不小小伙伴很羡慕吧J)而所有的并行执行计划都会有一个固定的串行部分—即最左边Gather stream运算符中所有靠左的部分(包含Gather中消费者,后面会讲到生产-消费模型)的所有操作,他是由主线程Thread Zero控制,同时它的执行上下文也是context zero,如图2-2所示
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" alt="" />
图2-2
而并行区域,顾名思义就是root exchange所有靠右的部分,而并行部分又有可能有多个分支
(Branches),每个Branch都可以同时执行(分支有自己的tasks),分支自身可以是并行,也可以是串行.但分支不会使用主线程thread zero.关于分支大家可以用如下语句自己看下相关执行计划属性(SQL Server 2012版本及之后版本可以显现) 如图2-3所示
如图2-3-2,我的最大并行度设置为4,有三个branches,而这里我使用的线程数就是
4*3=12,再加上一个主线程 thread zero 这个并行查询我所使用的线程总数为13个.
select a.productid,count_big(*) as rows from dbo.bigproduct as a inner join dbo.bigtransactionhistory as b on a.productid=b.productid where a.ProductID between 1000 and 5000 group by a.productid order by a.productid
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" 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图2-3-1
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" alt="" />
图2-3-2
而并行和串行的区别联系,大家可以理解成下图2-4
主线程在串行中实际就是他的执行线程
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" alt="" />
图2-4
图2-3中,并行的表扫描后聚合,实际上是等于两个串行的表扫描聚合.这个提到并行表扫描table scan(range scan)就稍微展开下:在SQL Server
2005及以前版本中并行扫描实际上是
” parallel page supplier”及每个线程扫描的单位是数据页,扫描多少有数据页中含有的数据行多少决定,而在SQL Server 2008及以后是”Range Enumerators” 每个线程扫描的数据实际上是由数据的区间分布决定的,至此也就有了我们在08及以后版本中经常看到的 “access_methods_dataset_parent”闩锁等待,你可能会疑问怎么高版本还带来新问题,实际上在
” parallel page supplier”中的问题也是不少的,比如在快照隔离级别下的数据页扫描确认问题等等,总得来说还是更高效了.这里需要大家注意的是并行扫描只支持前滚扫描(forward),不支持反向扫描(backward)感兴趣的朋友可以根据下面代码自行测试.
/*************************并行扫描相关测试*********************************/
----并行扫描中只有前滚扫描才可以并行
USE [AdventureWorks2008R2] GO select color,COUNT(1) from [bigProduct] group by Color option(querytraceon 8649)--- Parallel scan only forward go CREATE NONCLUSTERED INDEX [inx_color] ON [dbo].[bigProduct] ( [Color] desc----asc can parallel desc can not )WITH ( DROP_EXISTING = ON) ON [PRIMARY] ---修改索引排序规则(asc,desc) GO select color,COUNT(1) from [bigProduct] group by Color option(querytraceon 8649)--- Parallel scan only forward
/*************************并行扫描相关测试*********************************/
看到这里不少朋友可能有疑惑了,上文中又是串行,又是并行,又是多tasks,到底什么时候用串行,什么时候并行,用多少个tasks啊,实际上SQL Server实例级有两个设置:并行阈值”cost threshold for parallelism” 即当Subtree cost(前面提到的估计资源消耗)大于设定值时优化器才会触发并行优化,进而可能生成并行执行计划.二:最大并行度(max degree of parallelism)用于设置分支(branches)中到底可以多少个CPU同时工作.这里给大家画个简单的图,大家就一目了然了.如图2-4
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*QJPGXZZb0/vP+r+SeDlXggCH3255/PgmJD9pmoRs2IZ2e6q3K96HulXfsq1/75WPMlqR4F8T6hjlE3vJ8q9MyT+ly3U3boopq3IW3GAHWXwYJfvbyV6pAD05WTdY7X5dIzJQxZdnEa5w3uFwif/L1FNGth2vZd/EmzpZNWCfasF61xCo3JeQi45+QUDVCiS6VMgZT29Fb6CCP1kosBb/P87p1OtTIXmP6S9tu9x3530kZOzlp90z+nRGEcMV0WEmM+BK2nJtGFngGnBT+0zetnLFhtya0ov7+Ss3qxtE+b3Im20RG5nmIJQ6ygqXhhh+erWxru/QymXOnvslo+dlL6rWg/7z+SLFdwrMwkP/TOnWQXmZD7SBAVZTdK1a9ZYfNuObMOhHFy3LOzgk8vUZiYpJ65/fTipSivZHqBLOD+b0krS4b4lm30NuPuPh/+VPZIlRbksi9t+9mIUJ4O748akj1jQ+KlU8lzjaVrjke/UHuEnxKNH5K51Y1dCK9/NsuMx2acfcKQiWv+XiLefx+I9+sHdcD7JX1OMjt3ypuwOyytkJ7AjlozLrfbCOFZZtRxC0W3LlkzzdNXriiWad+2hT/+Escqmv+AxxIqaIVqH98bcQsmyUcZ8y8xvfiRL+f/rFh6KTyMHbVpnmTaXM7Z+/4iuCtKJh0TKD2DXdJHfv+mw3DRWnuOuSV/tWXCFV8/Fdye/s4bOCTH4pr/G7jnqGnZalo+3BMfpo75CgOWvQh/zfA+WOX8fnjRfAYChpwXdqQi77PZJwW9W72adyw8TcXg8djcTBo3MHbRpOwZmyO4Mj/3C0krl/OWmXFXOUWy4x/HMuLmDMzr1FV0+O7TEzbKLh2ytjxkQx2682fV0PlxT149ylF5igTsVG7ptG4652WTy5k8rleagCnNpmVlMXk8rTzPq4JHUXdTjPsXNG1SYPSTbOE67lKLZBeGj1QedGC5stc4zr3nYZctsyaMTbmTSMsU1vztRLz/PhDv1w9qu/fTBJ7ZQj/6YUmH9vnD7CLD0hgyEUuY7c6PCj9+MOHKPzFHLBTdumRNN+MUzctmuUjat02h0S9xTA5NpqTlq318XOOszcULZ2XO3x5zP5pV+NqdS0+cMUE5a3+YGA8F0eGnrTNnzRbNW5989n6AEO7ZSrpSGnhxlapFg1c/zeZZbnvx91PW29c0SSaLK6anBsQuG17wvZFk+RqOhTnXzJy7ai1vysD8Zq2y7K895uayIj2eOx97cS+K9fa1R0V5nnz3t5KAO2djj90MjpUxuXq8n8Zl8zIZ8lxattrjDVhe+8Stv85Z8luIRMng8FjiHO+79pJho0THQtgqCVNQrG+PfLAib3AGt8lvN4FznfWYDzfh85DTporho6Wm5tIeveXLTgdzshnlJ4EwbB5mljjbi+4kbdEx29TF/w1Y/+6UjOyQM8k8zoXlk8oNPrkou1//zJ0PA55HRNpMVA3+IWdAp5wp1s+fyjz59XPaBuJ9Qh2jdnufzxQJHtP3Zw7snjthZ3hoGkMhYaVx2elcNlfEkOe6F0rCd4xTjzCJ91c/eJ1Py37thvTIVYMKWxgneMtZQbdjN5tLTEykxmbJ5/71F8JDKmJxNLusKBn8TLo618frRvxqU/HCBcKF69M3nXwaGOdHv5S47XCkXzq9MI8uftcRJYOVKXrsfSvWzopralrSJGDKs7BKc74aFs6lCzN09F3R1ys0lc/MVNLlspJhXwJGFi9875TCz9tI9rO8FFJWOo/Fl3qFPorZs5prZs6xXCcc2+l18/4ZZ4K9FJmsdB5LIHvMuBJz7VJopNaU+iyB3M/rj3ibjS/ux7DyshkcjhdPRpOnBt04wjE149iejPSJY2XqGkLFk9LTPVJ+Hpo7cU+E5h8PaAcrQ8KOoD3fe/ila4CPQunLuhp39nR4hORRjoIZn8riREdcdkp2vhScXEhPDnh2eG26pW3sDd/HGdLSwWL1K4j3CXWMWu993pM7p5OdT4U/E3rIxFqDpNIzmEJegNul2DOXwsKLRr3ymZkJQTdPJey7HBIj9358I36dGdf5RlCy2l0pL9ZrebWV5IJ82S6JFqY8u2ORXvF0uYquzPYUag/LStf/Ty8VjEvS9y8uZSODKeQFeFxO2HkwmhbFFglLvb/bsugHhrtibeqpv4NfiIotn8ZhCeSekixGRpk/b+Gw+DJPZa7Gzw+XnS5gSpQlszuUO66i4AgZ6U/DL5yLvegRkC5h6tN0mkbXzBQOSyD3lCkZfD47jcvmZLA5IoY0my6XMTmckpcVMv9+fYF4v35Qu71f2jVet1WLPpVlMd79a1XRQ7Qii8nlsDOknko1LUv7P630qe2d0D/4yFKumBHr/+zE4YRLtIpkWrwPWVq/Nxp5Hr1/0fUhg8tOFzKkCrpUUo81/cGDeJ9Qx6jt3v/w8d+rrSgrpSIyra9BvE+oY3x63idB4gMH8T6hjkG8T4LEewbxPqGOQbxPgsR7BvE+oY5BvE+CxHsG8T6hjkG8T4LEewbxPqGOQbxPgsR7BvE+oY5BvE+CxHsG8T6hjkG8T4LEewbxPqGOQbxPgsR7BvE+oY5BvE+CxHsG8T6hjkG8T4LEewbxPqGOYWttPdvSKhkIz1aT+OARpsoNU+W+zwokan8kA7NWrLK3sanpb/PHh3i/fuBgv6Fp2+/nWq0xMV1O4oPHwrXWy2zt5lismGVmPls7ZpmZz7FYsczWfuFa6xrfTxLvE3Ot1jRp03bTxo01/W3++BDv1w8CAwO3b9tmZ21tb2ND4oPH2FGj2nfpYjx/wWxzi5mmZpox29zCeP6C9p07jxs9usb3k8T7hJ219fZt24KCgmr62/zxId4nECrl5o0bi1avYaRyIvMKyyQHIvMKGanpi6xW37p5s6Z3k0AwDOJ9AqFSLpw/P8fc4u7TKF++qExjoC9fdPdp5Bwz80sXLtT0bhIIhkG8TyBUCvE+oV5BvE8gVArxPqFeQbxPIFQK8T6hXkG8TyBUCvE+oV5BvE8gVArxPqFeQbxPIFTK1StX5lqsqMD7c80trl29WtO7SSAYBvE+gVAepVIZFRUV4O/v7+cXHBhos27d1IWL7j6N1O39iMipCxbaWVsHBwb6+/kF+PtHR0UpFYqaPggCQQ/E+wRCeby9vafPmjV70EaRwQAAIABJREFU0aIV1ust1q4da2y8css2WkKSD09Qxvs+PIFHfNLKzVvHGRtbrF27wnr97IULZ8ye5e3jU9MHQSDogXifQCjPi5cvTc3Mxkyfse/ajVP3Hxz98+/bQSHeXL7OeRy9ufzbgSFH//z71P0H+1xujJk+3dTc/OXLlzV9EASCHoj3CQSdpKWm7nLeu+3UGW8eP1SZUz7DUybbE6bM8eLyt548s2vv3rS0tJrefQJBP8T7BII+khITN23bZn/wEC0h+bEwk5XG1Sl9Vhr3sTDTIyHZ7sChTdu2Jycl1fSOEwgVQrxPIFRApeon0ifUPYj3CYSKqUD9RPqEOgnxPoFQKTrVT6RPqKsQ7xMIhlBe/UT6hLoK8T6BYCAa6k8Klis94pOI9Al1EuJ9AsFwFFlZR06ccL5w6d6zaKcLl46ePEnG5RLqHsT7BABR0dF7du/eYGPjYGdXl8LW1sF+k91Ox/XOzuVit+0WBwdb25KVbR1s7S5s3SnctdPNwc7B1tbBztbBzuHhzj3Zu7ffsLdxsC0q0Gb7pu0v9ux5scVhe+m2pbF9y5aZJiYdOnUeOHp0h45dZyycv8V51wYbHWvqD1sHO4eAHbtfOjtu3rapdFtbGweHLYf2OMc77ny0yd5BR+22DjYb7Hdss9uxuYo11nBssLHZs3t3dPTzmr7NCSUQ7xMA7N61q1m79rNXWU35ZVldCtMVxnPGLmlKWVOUHUXZa8R66kvTQSZTLcwmW6yeuMZ6krnZFItlW/t9l/ZVs8vGy4zNlk9ZZm78y9Tfm1FZDTsenGM12XTZlF+WTTG3mj+yQ9j/qKABU2evMNdZ6ewVK5eut11mu2HRrtVLewxc2n7kdKuVxqvWTrC10x3Wa43Nl09d+m6fLUx+mXT/ayqWoqz6TzWxsZq8dNnUpb9MWbl+0vyxm/5HJVPUjZ/mmFiYlal36tLlxtYL53XsW+Uaazpmr7L6rl07x917avo2J5RAvE8AsH7t2tmrLJOBMn8aXtsjD09SHionD8Og2a+2b1Vs2yPfvUexbXv20p/Ra0L+b2HhwNNoOv/2zZTniifIjz25IHvKIk6gOrAwP1yNwOwI7uJeeeMdklIRlKcOz1aHAM/v2+UY9ZadfRoOhOqpN0yZE1KI0EwP5aghmH4i8e3rFzQXucNGlc446JIalRn8qiD0NQKBJ0AwcoMDzgvHDsaEXTxO/hPgCRCYzUk9sAA/jxcfZD4VvA0qWjM/P0yZG56tDlflhr5GqIRmcI2S4Pz8mr9A2erwbHUyMGvFSltr65q+zQklEO8TANjb2JiYLg/PVlcwFUFtDL6cFnGVM3RKls2/XgD7yT9Rt/4JEMAj5IzQeJJoH4NViIALS3J+6se7FO1WKA7fN0s5YXYCjUuXyBjKtw+zI2IX91KPd3iaCjeV3DNTTnsDn/t2cqPegrNP6YBHtpqWraZlZ3uKRazUd932uWyB0jM19MWywa+6DhGcdvdP5wbdOJZmasbTGRuORXon0ZRJwS7HU83MuWbm3OWWKTvt+CM6gaIK+0/lrbHkrFrLm9yvkKLQcSx//a4UKwvucnOulXPMw6deYhGrOjXGewrKTiFXUxGerZ76yzIHO7uavs0JJRDvE1C3ve/C+WmSwvKmH+RhOyfkDp2YyFIxfA6Lf54o2s9gFbz1v7JKMWlEukvMo4Ji78ezpZ7RtBindelms7O6Nnndtr900ZrUoxdifr8QZ7tGMLFfXvOmucNn8yxXcc3MuCvWpNntf343yFcsYqXz2GlctkDpLo6L2DRd3X0M93YcMx/0DA5LpKAX/0iUC4WCwRcyM+OCXYpNzV25Rjiic2Hb1opZlsnrVvGWLeeZmnKt7HgzBr9q2ujVQJOMVSu5pma8VU4xD596iQSs6tTIZ6fV9NUh3q+1EO8TUF+8H1qkdR8Vw7tS73vE7FnDMZ2V1aXJ6zb9pAtXpx05/+LS+Xib1YIJffOaNcn9aRZv1QquhRXPxCifaqNYef1JbhYzncvmK5gJj59unK76YTrv5vPHkbTQh67BsQomt7JdTeUzxcWmdgd87qzPmjY25R7nAQpp7xaWedVQKRlCPpuXVc0aa00Q79c6iPcJqCfeV4QcmKOYVLn3K87zeD/cIDPqKTwd7gm4F4Ieck7Q64csK9eAbDmTK/LkRz/baKbsNyX9r3BGgSJ023B1v1Gp97k0cRWSKkyJOqB4r6JoElHpwuurs/r3EB3y9sqSsIpW/kA11mwQ79c6iPcJqA/ed/UFP2Kzcc6g2fE+ykq8T+fRRQI2T0JP90qY0+3VCOvIOLhnKz3lCo+8nMBff8nub5TxaxBTJmaKVF7Mw6LuA7JWF3ufkRb07PjlmFvhLLxlex0U9/k+f/TOiOeiR/n5ulMuRaFSMoQCdsnEPlXy/gepkXifoAXxPgH1wfu3fZEQtWJ4Tn/TFxF5DPbByrzPZ/Oy3CXBsYv75kxbmXzS5fk+p8S9vz+/x448ZZY7YFTajSgPiYhVxvvpXHa6kCGVeSrz6CneCfN+Ug9ZHR358sk/Z1OXm3PN3kVRq4BDivUajpkZz8yct8o52jPes1AjpWNInidbTVNkMfkipqTKNWq0Cdf0NSLer4UQ7xNQT7yfErnqJ8Vwy+iXYLIOVJjn4dCycj0UaYF/bJR3bpbfbYhs9tqkkydebrSVjB2nGD0gf/iCBPdUD7GgnPd57HQumyejZcSF7Z2mbtRPvNebBX7QlaOaXWu4FlY8k0H5FIXWgzOXW3HMzDnrnZKdnJNsLYs1vWodf1K//A6tsscvSl+1smRhmSZlc66ZOXfj8UifOEamooo1lrQJE+8TdEK8T0A98L7Vn76F0TFLxykmbnmWBiazIu/He8nZgTdjd6zkmS/O6tOisPXPqTdest7iEe9ZyHlrWa/v0HZMmssLxuscz0ylF0P7eZ8roWdx/S+sVn1H4X/DeOd8veRShlira41HIegh5/l92uQuuxSUg0fqPI8CpR/tUtKK5TxTM56pOXelWeawzvkdumbNNOeYmxe7e4V2k/K7Hpm+6Y/UgirWSPI8hAoh3iegHnh/zR3vTEbShNHZi08FK8D0rMz7/lcSdzo/83wYa95fPd4u8uUbOo/DFubSUmiJc3543bCVethE7hV3PzGYXodE3QdkWd0MeKWmyXM85CmBF9ZlDR2Y16tXXqtB/BMaufiSYIlUXsxjwp6t1AtOhHFUDB6PncZjCeV0VVHmveAR5KHO07KHzY99kvvwdX5FeR5lNk2SFFSNGmv80hDv12aI9wmow97P8gi7lNFnWI7F336Jf6UPbPZ68PqoRHgEHJAOGird5cF6rXPcFocmU3iqCh8JfRNmd3s1am30U7UnP4Mpk/vftJN36KL4xTHu4DzlgPGCowEB3mcEPQbIre8GpPpGXroRdX53xrwRWRv/iNlnqmrXW3is6hbmiGlZoS+WjssdvCYmQuIpyCharrNdlyVQMAPOZkwf+l411nQQ79c6iPcJqLve54oZsX7Pjv0a4xYV9GCncPDn+LaXymR7pOutmFsuUQ8j2DKlr8/N2LMnn/km03IEuvrzdC/2vkBEl72Msh/5ptXwtD/THr3hBV88FX+eFeR5Sti9n3yD+5OgY5nDx8lNdz1nMp5wZIFnFqpbVMPCXJZIzQ78NWOUkWzdzQCpgsnhVeT9DIl3wL2oOw8Cq19jzQfxfq2DeJ+Auuv9dC6bI2Lk4JH4ccL0IUqTVYl/OGd2bF7YZ3lMuJD+JoeZmsbmyz1lSgZfyJRlhB2Yo5ik0/u59Kw8VthFXp+m+T/vepok9eSJGFIFPTvP8/Fpfr/h8g30IF9nyYRRGefCaa9e0VS8sMPz1S2rbmGOiC7nRewcX9BpEOf6C0+Z6N1HuvtxpnHZGRKGWFH9GmtBEO/XOoj3Cai73k/jsgUKd1FCxOaZub1npf6Z4AmFD/tYZreWhd2mJD0I9uNLmQKpp0JNyy5wgyRsl7G639QkDy5d/M77XV6NsHr+DA9liZH2AwtaD053iWUrxayiSQ4ypLTYe6kTpsjXXo++siJr4riUO4m0TDFDzgs7UpGF2eyTgt6tXs07Fp6mYeE0PkOZ7eV7RNyzzavZR0ISJZ68jEq8XxyCatZYO4J4v9ZBvE9AHfV+GoeVqfZMDYvYNEbdbZTwbIi3XMlME3rmCv0Yv/MHfvu279x4fykr8FacgznXbGX62gXy7n2Vcw6EvRQwhBKG8u3D7NDYBYNzx28LT8/yvWiR07ylyt7Vj69mcEq6wXAy6dKAuHkj5QttOGstJRMtYyJknnyhDguncdm8TIY8l5at9ngDltc+ceuvc5b8FiJRMooyOWk8pizLJ+g6d1D7vIErXoSkMaQizSl0quz9SmusNUG8X+sg3iegbnqfJZD7+t9OmDNMNXA87w+Pxxy1J4/LTuexUwWeKoWP9/XEvUeePeZ6BbjGbTDjmS7nLTPn2J585pvAVCrYoY9inKzTzUxU3w+WbrwdStsn69Mud87x4Gg+XZShUQufocgIOmEmHdCksMPMjG33fDKzWBwBI4sXvndK4edtJPtZXgopK53H4ku9Qh/F7FnNNTPnWK4Tju30unn/jDPBXorMdy20PgGXucZd1UZmL+gv2CoZS7uTJVOa9+QP0+wOLaWOxWVqeb/qNdaeIN6vdRDvE1Bnve/ndTlhrd3LOzGsvGwGl1P6aRqPJcqiZykZGTx2RlGep3T2AhZP4hX6KGb3Kp7pinT7U0+fvAhw/y1535mwCD5NIiw7jSVPxnrhG3nAOm3bufDQdLqAz07PYAp5AR6XE3YejKZFsUXCUgvvtuSZmvFMTbkr1qae+jv4hehdJoclkPsxL8fvcYr2SfVUyTRmdX53ODJfv1svD+5/7l5cpsan1amx9gTxfq2DeJ+Auul9dhqHxZd5KnM9M0XlNVrhhqUZEppKyRAIWAI5PUupe+7iopWz1DSlxuTGaTyWMIuuzPZ8NzZKs8yikMuZPF5pgUV7m6Wxic7D0bdCNWqsNUG8X+sg3iegjnqfRB0J4v1aB/E+AcT7JD5mEO/XOoj3CSDeJ/Exg3i/1kG8TwDxPomPGcT7tQ7ifQKI90l8zCDer3UQ7xNAvE/iYwbxfq2DeJ8A4n0SHzOI92sdxPsEEO+T+JhBvF/rIN4ngHifxMcM4v1aB/E+AcT7JD5mEO/XOoj3CSDeJ/Exg3i/1kG8TwDxPomPGcT7tQ7ifQKI90l8zCDer3UQ7xNAvE/iYwbxfq2DeJ8A4n0SHzOI92sdxPsEEO+T+JhBvF/rIN4ngHifxMcM4v1aB/E+AcT7JD5mEO/XOoj3CSDeJ/Exg3i/1kG8TwDxPomPGcT7tQ7ifQKI90l8zCDer3UQ7xMA2Fpbz7a0SgbCs9UkSHzYSAZmrVhlb2NT07c5oQTifQIAB/sNTdt+P9dqjYnpchIkPmzMtVrTpE3bTRs31vRtTiiBeJ8AIDAwcPu2bXbW1vY2NiRIfNiws7bevm1bUFBQTd/mhBKI9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9wkEAuHTgnifQCAQPi2I9z8isihccoEvt6b3g0AgEDSoRd4XR+GSM277ILcqW6mTQGcjNlvvCrIohAZBUlk5zwLx5GlVKjaAB3agPsOc36D6wAUTCARC9amy93NScO88dm+H/XqsrzBsHbDTCTfoyDRsVyJ/R0cKoxwgqsoBhBxEz9YYuRXhMl0fi3BmNvp0x9HgigpRvMDyHzDMvKLfj2rAYWJyX7Qxwu3UD1ksoUqIo3DVGXuvItrAG/HTQQK3C3B2hrMz7vlV7XmrhsmB799wdgY9Wv+SaheVh4B7cHYG8+UH29/aRpW9L/TA+K/wf+2xYB3WVRhmU/Athd7LEGXYrry8hYEUpu029HeiiAQ2nGeh+df4cXG5S66G2xa0aoi+c3A/tKJCHm7FNxTG7EJ8NiAG7Vrxl0FfXNf4MctJwd1fda92xBnTfwBFYcA03SvUri9bHnz/woFrSMoDlHC/hF/vQlDTO/X+RP6O3hSovrhs4I34aaCIw0VztKZAUaAojFxfp661EJvHg6Jgfln/kuoWpYrAsj6gKBjv/E/PieQFrjjjwr+QAKo4XHHCDSY+6INoKVX2vpiFyd9h+Ca8qrTsBCxojQEr8cKwXQk+g24UpjtWzftF3FmL7s2w9m+NRYXwOYR+nTFxJ9Iq3DbZDUNaoe0EsIsucgTmdiz+MuiLTvPwLick9MCUVpWsry9q1Zct7yUWdUDLGXieB6UXRn2HQXa1aPeqTcwNjKDwv5G4aeCN+Cmgxl9b8B2F5v2w2hGOjrjri5ya3qkqIIbTbFAU1t/Uv6S6RakisKx3DXg/5BhaUBiyGRIgwAlfUJh1sjZ5f3ZHtOiLpZXleVbOQseGGLHWUO8zdqMlhZnOlXtfHIVrh0qfmvcdwsbFMOqEYfPgsLtk+Rr0+RbUV5hug+MaK/92D6kaz9jCMCzpiYY9cT4Eb4pLh4cLHB0rChcPiDVOyMz26DYam0s+PXAM587h2IGyW5VfXqu+bC8voy+F+afwBnjsiKZNYfNvTe/Th4B4XwepsP8Z1NewvILCmt6X6vAxvY88+N+FoyMY/2WeR43LFvi8BfYHAAo4G+OzAbgS+7Fqq5b3O6FFHyyuLM9jMbNq3g89hrYU5h8v8a9+Is6iY7WerykK/zcSbiU/4uoU7BgEqhHW3UK+YTup84RM/BYzDmksSsT160gqv6q+5bWBPFy2wGfNsNcfUGHfFHzeH1fqhSiJ98uTE4jlvUB1wsGAmt6V6vFRvV8jcLB+OJpOhn823kZhXnv0tUBs3seq7T/N81SQCnd2htl4fE2h13hs1Z9YL0qIi6PgcrD0qdl0DBpTGDin3IP5ZozpDqoN5qwrXXjuLlJyAECVgOMmaEBh8E4k5EAWYVC3H90npCWMV+La3eKdXGIEisLApWV3vuzyw1Vvg/poqMIwsxW+GI+AbEjoGEyhxRyEfbTb7r8k7gaGE+9rUxiMpR1AdcHxiJrelepR77zP/xcDv8HoHVACz0+gJYUll/Dxvn//aZ6H/y9++qyaz+kVJMRDD6AVhfUPyn3wGgdmgRqCB+W34ePCcjSgMNAGYSIA+MsGP/TC8Qq7/eg7IVPbwdgYI4dV+XDmnaukcEUcrjrDhQlllferaqjice0A/qAhG8iMwG+78AdN41fwXZ+HeACIcCv56bqI8HdZOWlp5xCt5RpIwnBB87fwolYvLFUcrh/FLmc8CtF65yvgwe0Cdm7FNVrl6U6pdhX3QhDxLyZ9BkqX9wtTcetw6cqPwg0o8yKiVEAK/nDS7iNUcoo8E4E38LulI6loYHUGrqZnXzWugjOcj8BHuy9Z0bPXFjP0bQKqCcabw9kZh6/r7+xUclweMQAg1zgVR24jtUDHFhVfZc0yy56rHINLqIr3Kzmf5TfU0zVIq5wj8NF8c3/vLwg/FGeOwT0GABI8sP8wfHk6zu2H4j/tz5OTjDvn9CbN5wwFRaH/RGx31ruOzoQ4aydaUFhV/udajJ1TQRnpetDjY8csjJyBwEwAEHnDuD2a9YNr1bt8iFmY0grGK+Hyd8n7x0g0aIzJtvjtN62wmYTGDTBqecnhHIRHxdWpcM0Wn1P4fCiux1d5xz4kJX0e1p4D4yZ6NCj96Rq2AZGv8CoKB2ejMaW1PDBDq4znnljcv+wv39CleBRYnGJWxWKvCf5HocM0MDW2jTiP7yk07oIzHhV6XwXvW1gyRKv8hv0wZy66fYYGo8veBqFuWDMZn2us3Gowjj+C4E25MgdplTlwF24dwkgKVB+NPkIlp2jNOXheRLtySUWDqjN4NZ2EumHzYjTXPsPdTXDkNhJKhpDofvbqhHP6Bq+UHNfG3xFEx8zuGlt9hWn28E7QWr3Sq1zRuRIZXILB3q/8fJbfsHzXoAIEliun4wL4ppXd5H2+IP8lVR+3pYTnFTx8ZlDpPtdwL9DQXXHfis8oTNhe2mRqINXxPhAfgReRAKBKwLahaNgWx4KhTNZqMa4g3j0iiVkwborJu0sTX6EH0KExJtvhwgWtsDVG4w44ZPibtQouNsXev1az3hfDaS6ozzHYCGMmYdk2ODrC0Qr9m4P6EnN3wGY0mreG+S6N5Q3wyznINco4MgntOsNG41d8ah9QFLouQbC0eJ3sRNj8AOoLLL1YPNhNlQDr/qDa47B3JfsYdxNG34Ci0NOktIoJJV2zvh2ndRvEPcDo70FRMFpcvObGxWhDgeqAo4zS9+t3ZQ5aUlKmHfr0w3ed0Keh9m9JkT6aYNJoGI/ADFutpKKh1Rm2mu7DL9m2q3Hp4VtNQUMK1Dewcy1+ZSx69tpsir7fgmqCccvh6IiDLojS960rOq5vMH8GJgzDsGXY5Vh8lXt9A4rCQDu81LjMhlxlvedKXcUSKvO+QefTgKIkQVjcERSFwSXlOO7AoKnY+KfGJu/9BfkvMdT7cTTsXY/19ti1H8eOwVFj3JbDNjg5YauD7nFb70Z47buK+Aqe1mQ4thQUhe8m42EVJzaoTp7nHTm4tQ5NKEw/Dinw8rzBLcYlj0hiFoy/w+Ttpd2QWM7oo2+rftjrVYVDU8TiiiOuMKCowkYfATGcFoCi0KADtt4reewqgOsGtKPQ8DO0/gEH2KXLb2/E9xTazQBD42U26C94+mqVqmJiQidQvXD8SenCeFf0/w7NjXArCSiE6zp8TWHK4UoeePO42D4G1P9huDm8NTIbKd6YbwSKwlca3s/jYvtoUP/DcHuEvUsgSHFhJZpTGGRZ3J5WWqbmakDoPRj3BkXh6/Ha3p8L6is0aAeb01p90qpQnQGr6T38om21D78gBRfM0eMLtB6Huxp5g9ehWNYJVGcD8vsax7XMCUnvHrkL4H0URq1BtcF+jVvaoKus/1xVoYTKZG3o+TSgqMeH0Z1C53l4rNH9IyoKwc81NnnvL8h/iaHej/WA8zqsm4/WFL7uDnONfM6UHqAo9JxaSdrH+UpF3pd5YU57NGmC737G4QrNWKYTp7MzzMagMYVB88o9lW8pbtedt17vqKuwixjQDJ/9iN+jAUAUqdVi/C7WzUFrCj3GlnbWfPeIVN77HvZoSMFoSdlCFv8IqiEc6IZem1pEyW093l6rP5LKH0u7g6Kw6ATUGsuFdJh8A2oIXHQmsgrhcwvOzjiyCWM7g+qIPSzNQuG6Dt9QMD6GwPsY9xXaTCkZWqGf579jcEO0McYjadmPgk6hC4XPx5Q6+vnvGNQQneYgqMyqsVjeCY0G4nK0dpnlvpzB5cqEGE4LQVH4wQLh2rlIw6szZLWqHj5SYTsCVCOsvlx6jcQsLOgAqiOcK30K0TiuZ2rtj3JxYgEoCrP26+p7XcFV1n+uqlBCZbI29Hwa4v2D6EShw2hceKKn2+uH/YJ8fKqY5+HDoh9mHdZalnAMLZrC6f0mt/HZj5ZfwmItFk/DUAfw9Xcqfp9OnEXxbtRV2C0YtQNFoclE3K6wqyz/XwymMOeQjj6mEi9MaQbjraWvbMpn+MMFieVLSYDLZUTVxcl6xHCaB4qC5W/a2YY42I0C9S12uGutLvHC3PagftJKrahTcOswdmyF7Vy00LwifcraRxUP28Fo9gMG9kOH7jjCrrxr790NaEhh6m4dzf5xf2IMpdWue3cDvqXQeTQ2aj9AHLDDyM6g2mMXq8plvjtFqy+gTGOn4dVVshqjOoePPPy6ChQFYwekvNvZKnlfz3EBeLQd31AYsrq0Dc+gq1xhmYaWUJmsDT2fhuR5nmPHKFAUvuyC1bpayz/IF+S/pIrej8GqoWg/ECs18jmzBqFBFxx9gMe3sG0X9uzQmLrHFtt2weks2DosWMobAXaMAPUDHibjn1X4og3O6W8/KNOJ09EZ84eAojBwlkH9OItGXckKEPQnBrdGg8Zo0RKNyjX6lT3uG/hRzxwS6W4Y3QjTnPA8CTcPwdkZh07gt99wolw7wbvlZbp51AFKvgm2t7WXx8B6GKgO2OejvToLs7/Xuq1lL3F8DhpSaNQZy22xdQccHeG4DkPbgeqiwz6PD6MVBYrC8A26fkHLcW0tKAoL9+tImJbvv39tLb6u4MmgFbawqlym3lNUleoqWU3/m+LV1Xp3FcBfdqAoDF1TaueqeV/PcQF4fAAdKQxZh6KEh6FXWX+ZVS2hAlkbej4NayoQhuC8IyZ2Kt68i7FWa/n7f0H+Y6rlfSOs0EjgzByIBl1wzB1+V9GxAagOWGpb/JGtJfo1B9UZpyvsi+Z9CN9TGLkZIkB0B0O/Qe91SDT4ufj6KlCNsINV7gP9+X2xL6Y0AdUWh49h1UT8b3D1vV/0ym9+HY//QjfDXjiaTCjt5lE30NdJrui2bldWH+Vva6YzmlPoNhZ/hWkVu3UcqLblnvcT4DQJvb9Dk2/x/XDcM2BWu6tWoChM0/XAm/gXxmo/m1+1wmcUBujrOXauuJ9GlcqsoB+h4dVVslpK2ZLfcW8jGlMw0fO8/5slKAqTNlT3eX82KAoOf5f7KA/X7fANhYklJRt6lfWfq+qXUG6JoeezKl1CU7xxyBGOlujWCFRT2LhAWvEmBn9B/mOq7P3FPXTleb7BlscAcGkRBpjgXWsH0mHeDT1+qahJKsUNw77Ht31xMw4AoMCZBaAawfo21Ho30oCHrT+D6orTZdN4FfXn4XvAfDKWXUdOFg7PAvVj9b3/wAYNG2ITE5I4XDuIjYvxPYVGA2C7H4f2aUzScBQHbDCwKSgKozcXd/OoM7znba3C0aWgKKw4g9caq6mDsbRjOfuocMucmqKnAAAIYklEQVQaX1Ew2YDzzuhIod8yhFT2M0nfi3YU2k2Fe7kr5LEPHSitvjd0J7SgMG5nJZPiVanMCmRhaHWGraaTwBPoQ+H7qXDXld+3GwGq4Xvk9+eCojCzfBI/FTbDNUo2/CrrO1fvU0K5JYaez2oMAXuNf3ehI4Wu8+GfXeEm9cb7uvM8HbGHDQDpDzGtN5b9UdzL/t4mNG+JfTS9XdBSfTCrN6hvsf5W6ST1PAYmtUPj3jjhU7n6+Q8xviVaTgOr/FjbCvpxKpHERWohIMeOKXr7epYetz7v5+H0YlBdcOrdgC8pzi1Cu45Y+7f2UIM0XLZE55YY+gtYBk+78Z+N26qE9/b+4UWgKBhZ4UVJy01hMvZNQ3MKVE+tzZNuoX8TNB2AWxxAiWMmoChMOV5Jfx4ZG3PagmqMERs0xvgUwudXDGoPikITjb43smAs6oLPumLl70jVbEnKg/s93AurpEyvs/jx+7JlViALQ6szbDWdSIKwuAuoLzFihVbquTAVF1egy//QfCTuanSTq0a7boMOWHcDpachFRdXoOcXaD22pGTDr7J+71e/hHJLDD2fBhT1wh2B2oka72Po9Ml5v0yexwhfdMLhkg5hbjvRuTN+DcBzLwxoih82QvhWd2FhbjDpCYrCyD0amTIAbxB8AT2+wtc9ccKnwnmjxDg6DZ99jqXnoGP6/Qr77xcjMmAd/d7PewlLIzQYjX/TShfmJOHsHHzdBKPNcDcE3FTcOYBp3dGsLcx/1eoRWAm1Z9zWe9/WQafQ+XNQLTFjDZyd4bwHppMxuh9+7K6VtxWGwrQ/qGalzwEZ9zGmBT7riuPaX7yyyOBigyYUqM8wrGQmjD3maNseLbqgT0M00Ox7UwDGEbSlQDWCyZrSBhgnMzT9BlOPlyuTKi1zlxm69UUvI/T8El+MwnXNnnz6HhINrM7A1XRSgCcX0PtrUBS6m5Ruu2YyvqTQsCeOs7W6Ale5XfdL9OiCrv0wx76kZBM0LhoZcLO0ZAOvcgXnqvollF9i4Pk0oKg/l2N0F9i9a6vbjCHtQDXBepeSMe313vs68jyn0fn/MHA21m/CnXBAjjv2mDcFY4agxxi462yVk8LtGAa1BEVhiD1Cy//TSjYe7kIrCo27Y035UdpFSHDLDp0oNB+Nf3SOfDPE+4asA8T9icEUTMp5P/4GjL7Aj5aIKfdiEngbc/qjwxDMNEH7Npi1AfSYiqrQQe0Zt6VvcvNImPUA1bBsk6PQA+MbgOpZOpy1gIcHu9CrUWkjRw9TMNywejCoBsWb80OxpgcoCv3sNJ4DFLhhg68pfNsLVyv8EwVVPFxt0PsrjaaUr7DgIlz2lRtbC7zh4+F5TOlWtunl5zVao/NV8XDdgSFtNNZpDfu/4X4Rk7/EN8Z4kFbZKapKdQaupptseLvCagq+1N7WaDFcvcu+Nws9MLkxqK8qaisupshoX2LdSfxzGN9rlNx6CHa6Il7jic2Qq1zxuap+CbrKNOh8GlBUih8WdNIq4YuusNU89vf+gvzHVLkf59qBaNYLKzTzPD+heQsMm4l1m+ARjzcZuGWNNlRxIrtsB4MC+NzC5iVoSYFqhSVHEaZn5MJbIR7uQrcvQVEYuhRHbmu9rOUk4aI52lGg2mPPAz3Dmj6c90NOow2F6bu0/gssj4sjM/DZl7C8rrG0ED63sO8Qjh/H7H4lN8q3mLcZp0/ihPZRVEptGbeVA58/4ehYbmIJMTwuw/FE2SbHnGT8eQKOl7VHgb6Ct2tJg8d5hCuAPHhcKt2cH4Jfd2D3fnhr/8ip4uG6H9t24G5IZfuZr1GFI867QQUUJuD3PXC6omNIanEzXUkcctU94Uzow9J1XL3xFsi4hxEU2s2Fl8b8PLpPUdWrM3A1nRSkwPWQRuvled3vlznJuHMSjqcqaisupuRJ1v4+APhonF43namnyq4yUNm5ql4J+sus5HwaVlSidiGu3to9UD/IF+Q/xGDv83HnNNYvxPCxmLcO68vkeTriRAIAhNzG4mHo3Ll4RPKSOZhsjvP04lyNKBTnLdGtMSgKrQbhqJuu5Iwmr+Dtiqk9QFGgGmOyBQ5eRXIBChJxdBEaUaDawv62/v9lfA/vC5/h6oHSd8OZA0FRWHRUK2UfdhLdKDQzxt1Q0K5gjzOcnbB9aUmn4waYtg57HOHoiD07MKrkv1mGLsL2XcXvsJcf1Ic/NvkE8TuBdhR6LsWTutU+Xw3eZTBu1PSeED4cVfD+X6ewzhYn/ykr6yeb8fkXWHAQF83RrQ8mW8HFq1j0iXTYr8fCeZi3Hifv4EUIVnfFt19h3kY9Dwu6SPHGoY3o/zWob7HmCpIKUJAI+0Ho3B7b3Cr8kxYh7EeA6lThy5SedeKvo1+ZzpdGcNFO1MS7Y/402F6FQoKDxsWrNf+puNPxee1ftaKHjj074DC/dOYs473E+3UQKRwngaIwa191Ju6uY9SOaYoJH5aqz8tWjmQWTpzFjds4vxGH7uh4hI/3gO06HP8bSkDoh3u3qvbP6UX438ZFjX5BqWyw3FBJF/8ceLnC8WKFL1N61lGn4t5vWh1+Xb10VJfCRZIQALhPcN4Rjoe0ZkfRTUHJa+x5PKm5CfkIlZMD5nX8TtfqWSANw7El6PYFGnXDuQrbG+oJxPv1kQ/gfQKhfsLHqgGgWsFS889ziuZ5/hoWl5BhcNq9DkO8Xx8h3icQ9JAD37uYP6Bsb5CeJjjkisR6n9kvosJ+SoQ6CvE+gVAR0lCc1xzfb0gqrz5hQD8lQp2DeJ9AIBA+LYj3CQQC4dOCeJ9AIBA+Lcp7/+24ccVLSZAgQYJEvYtiyZd6PzKyxveJBAkSJEh83IiM1PA+gUAgED4Z/h/n6Bev2zXsVQAAAABJRU5ErkJggg==" alt="" />
图2-5
至此,并行相关的基本概念已经介绍完毕,接下来让我们深入并行..
Exchanges
顾名思义,就是交换,在并行里指的是threads间的数据交换,这也是在只有并行执行的情况下才会有的操作符.具体到SQL Server中有三种exchanges 操作,分别为Gather Streams, Repartition Streams,以及Distribute Streams其对应起到的作用就是聚集,重定向,分发Threads间的数据,操作符如图3-1所示
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*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" alt="" />
图3-1
而实际上上述运算符每一个都是两个运算符的”合集”这里就是我们之前提到的生产者与消费者操作.操作符中右边为生产者,将生成的数据放入packets中,而左边为消费者,从packets中将数据取出.如图3-2所示
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*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*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*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" 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图3-2-1
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" alt="" />
图3-2-2
这里解释下我们在SQL Server中常见的CXPACKET等待,不少同学都将这个等待看做并行中某些线程工作快,某些线程工作慢而产生的差异,这个对,但说法不专业,实际上根据生产者消费者模型来看分析是:
CXPACKET Waits=Class eXchange PACKET
针对生产者:所有的 Buffer packets 都已经被填满,无法继续生产(填充)
针对消费者:所有的Buffer packets都是空的,没有数据可以消费
在生产者与消费者的模型中,数据是通过一定规则由生产者流动到消费者那里,在SQL Server有如下5种规则
Broadcast:广播,当数据量较小时将生产者的所有数据都广播到所有的消费者中.阿里的朋友在分布式中间件中小表广播应该有不少应用吧J
Hash:通过哈希函数将制定的数据一个或多个栏位哈希化(简单的如取模),根据不同的值填充到不同的Buffer packets*消费者使用.
Round Robin 顾名思义,将数据顺序逐条地添加到每个Buffer packets中.
Demand 之前的都是发送数据,而这个是消费者从生产者中拉数据,如某个消费者拉某个常量的数据,这个只在分区表中采用.
Range 顾名思义,根据数据中某些栏位的分布,分别填充到不同的Buffer packets中,这个一般在并行索引,统计信息重建时采用.
有了生产者和消费者的数据使用方式,你可能觉得还差点什么吧?没错,数据是否是有序的呢,SQL Server中exchange分别Merge Exchange 和Non-Merge Exchange,分别对应数据在exchage时是否要求有序,当然大家也都知道了有序的成本Merge Exchange明显高于无序
如图3-3所示
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H9GNIwOpSJDBmDhbAQIQwUeQgZ2IMJ7HAhtV+N6rxDod30z6tsn/zw2ncOT/EkshT2LN/Bv8OONAILYeLIw47kfjx5CBPCQAcz0MGjmBDGR4MNYf4gaPIoikxHB4+iyXQUmQ4lM+xD2IhQBsafBruf7BlVPL/0/hyyRLFROSjJH9lsmDU0zpnqBaZGoal1wdS6aGpZeJ/WRVMd/yC7X5NAkwZmDsRkVPL5Mxbzx8+2zsrV/pUt6IwGRBXXrkns0CZBtYtxrTxcyzSmRXR5WJXIUfp3L+AaF7BNc9hWIa55Gl/DuFAy4BRXae8VD48rQFWN2jcJIO3z8I45XMeMYxP/QvcSZXa9Y1mbyBJfaOZhaDxC4xSubgJfwUYXM1GJVIRfDComE1lFt6fNvCskNPK+GpQmz2+0Lq9lcyW323jIHxQmUb8Of/MV5Q06sxlWNw1pWYR1LGHaZ9G0SfzgEkWsa13e7lbo0rly12YhpGMO2i6AN43hq4dgr+uuvCobnJgBrQAC8rdm9+C4ZXT+W0o95mkuyr0KH9iNDRxABw7iggadA3udAnvxxCFsMB0TxoKR6dCgIXTIEIbYDfduhL6oQLsVw79Jtv+afM8vo2NwZn///S51nCd7GFbo8DTHIbDdjjQMDWZgg4ccyb148iA2mI4hj2DII9hg+q/JDzZGk4ahRLodmWkfOIDwrre//fJhYMakQHbS12g0cmZWEsrpEWXs9E5p3vBGwehe3sh2dv9aVt9a9sB69sBGznfJ7NG+blck0aSBWQPRGRXTfIHZ/NGLMy0zKoVPVRM8rQZSzrRpmHFoFmGa+fhGNrphjNC/EL6wPy9fyxoR2tfPwGg8RPs0rJkNqerDFLfB4gpPeVPsY7Ph5QN21AlIswDRPI2lcdANnMsDwmd0UezSFl2xGtnDtqJxUE3j8FomvHIEUjJom1Bl7xvpEJ0GLev7sBBRO/ZgZrVRrStkz97pm8I3c+At3A8L7RKrPg97fTE6HZ7ZCK2dsKeJ4K0iXPMkjspCt/Oujyw+YaqH1ncHF1ac6nm27Xz7Vq5d/RC8vNMmufRSYsEgVwBaAQTkr4UFAExmQG8Cdo9MaztHys19+cbuyvquZHV7SaNb0W4LZZsS1Zbe8I9+f4Fu3zgwJSdl0Fyep+LdCx396rABrSj/bkzgAIY4giHRccGjuBAGOpiBCmYgg0eR5GFkQDfSpwntVYN+Xuhw/zXkBsXpdhQxrrp7UCST6Q4PDMB3+5Nx3vLDsAKHJ1mQgFYb4oADeQRD7iMQu/HEPixpCEMcxhCHsKThXxMMaRhDGsYF03HBdCx5BE0chBGHbQL6rTxoMLfSM18HvwjLEUvWT1qbjEaVRtvYzSKn0QIye+MbRJl92oxuzauWpZSWpdS25dS2ldS2lfQ2WXqbLL1dltYue9W8HJT981YAZpRrPhXtiNQ6aAXdtp4LaZxCN3IdqSx0E8u6lXV6SFY0r85kTX/SOHmmdcKqk3u6hXGqusuumGb1Mu8Tnyj76CxEeT+kcRLazEfSJtCNLGQjy6F18ouhhVLtzrBM9riD8VnbuEMr266BblczaFXed/pVhY13mEPka3jZ9wodahlXpxQV6p0moSSQxXdsZ9l8UHimvO/Mq4rz4a8/j3qDyGyE1YzZUSehTZNYKhtPHYXTmKeoLMdxTadsPXt46lPqhF37pE3LmHVtn0NJq1VC0aXEwkEueKwAAvIX4EBv2dg5lq7t8xR7I6KdDu56M3etjKFK61qMbeJHNwkiqQJy9RSxejq4auphTF1oaoP0Z6/I/HmOTYBAuplUxTrnkY55mo73Kcf5N2ID29FBPRjiAJ5Mx5FHUWQGInQcHjYOC2HBiCOwoD4UsQvn34T1KEE9SnO4EYm4HnzbIzm7sIPFWlhcXN3a3DMZ34tqnCd9GJ5v/zjd1rfJKrDHnjiAIvbgAtuxgV1oYj8qaAAV1I8mDvzKYIgDWPIQhjSIDhpABvTC/HtsvVps3Spsv0mx+cIvOadxc/PYZDIDAGA0GnW6rTnRXE3rYEhao39a58v62dR2eTJtMbFhNrFekFAnSKjjJ9YJEusEifUzSQ2zCQ2z/hndUWnlUzz+x61gBoQruwHlfYjkavviXusauj11DEVlE+pZCCrjFHXg/+2ZT+fLUobH/k/NmFXjuHXLuHUj3bqiB5pDs4nI++QFxS40E1rQY1vHsadOQanjqEYWup5pWzd1Z0hasrLDlCpCelmfNrAQjSxozZBDWa9NYZdVfImNRwgk+BW0qMf+g0JUPRPeMHGxfcaDtzWtXs8fZf/f+g8LO63iiz8PSfsyIgf2us6+bMCmlgFtZGOoY7h6BqRx+P9pmkxa0XYtLl6oY55qGLdtHrduZFpX9TkUtJ6JLrz0snBoYha0wp/I/qF+Z//4P+zD4kH+KCwWQKs7nltZHxWv1bM12V0LKe0LLzuXo1olwY3isDZpXP9awrAuibGdxNxLZB2mcPWvOKawDu3lCKpnAlUo/Z3v0VVtHOe2TV0LqcV5FmO9KwlEGo7chQrqQRD7keQhNGkYEzSIDhpEBY86hHPtwzgQ0qhDYC/crwXlXYtxy0XejYNeCbrhHp+SQ+vo4vJ5SyvLat3WrtFgACwfriBJHobn2T1Ks/amng7osiX2I4O6sQFtmIBOVGAfMqAPGdCLCuz7ifR+P32ooD5UUB8yoBfm1+3g3WHn3mzzrOb0vaz/ukC85Z0+wlrY39WbzWYAACwWy9HR0apGPc3j1bX0R2Q0BqR1xVTzExvF4UWjQWktxLRmUnoLMe1tSGktpPRWj5fVcZlVM7NzZtNPWGF516+kBxpfYVPQeapi0KqWAallIapHIdUjts1jl7irYxrdsEDgSmWfqR6zqx+zrRm2K+5CZNAcQvJOuVGsg9/Y5XafqWSfqeVY17IgNXRoJeurNqH3yHwQf2tCtZ43PP7fFQx49ahD2QCksMc2p9M6ptjmRYgdOdk+r9uqevx7ha2zXsNi4vT66Mpq2uD4/3xQaJPTYR1TdDE47WJYFiS52rqo53TVsHUdE1rLgFePnKkacuKoR9RrhQPMTyvG7GvZ9g1sm9pR29I+eHarbXjR1ejCIQ5ohT+NgyOjSLIuX/0DPnQF5D+JAwMg3zAy51apo7LMzuWwOlFwkySyWxPWo40c3I5hHL9km+M5QBwbiGICkUwgbBQIGjATBy2kEeBJ49bF1CkHj5JvYxqm5n/zsYLu0NQ6uuCZ3IZxy3V4UYYKbIUHdSCDBzARTGQYEx7MQIUyMMF0LHEATxrABo9Agkdtgobs/LscfJvg7iV2d5OgN0KvvIgLSSiitdJnBNKlJcX62ubRwaHlR1/HOc5bfBiWY/cg1cazzsqv3S6gGxHQjvZvRvm3If27EX7dCP8upH836nvpOQnCv/ckyLfpQfh1I3074T4dDl6tdi+abB5VWN9O+6/PgxzvRJbWM+SK3YMDA/Dd6pXZbD48PFzVaGZmZ2idQ5SsJv/0jogybtCbrsC4vOSs0jdFtRkFNe/yprA2u5Ta1jsiVyiNxo+ty1mA2RWdd2EbJK7YJq/9s/LBU1Wj1lVMSPmofdkwgjbpMbZSPasoZwvvNo1blbLsKxm2JYP2OR2olEZYUO7pR1FWpAzbvK5TFexPqzmfVTGsK4dtS8du9iylz2gaxOpMpvBSNdO2ggkrH3UoGoDm99hnddpSim3cgm2JSba5Xacqx79X2L2YLtDUzqlejcx+XsW0+6DQLqvTllLyOTn1QnC6fUKZdVHXpxWDp6tH7SoZDmUjVmX0G4z5KKbwegUdWs6GVYxBKlm2pcN2ed3ItGZ7csG1yMLhcdAKfw57B4b55Q3OjEqp/YUPHAb5+6A8sHTzNosGlMmtK+QaURBVEtmzGTOqjxkHorhAyBgQOAL49gNe3Rb3dvOzZsOjxqP79Yff1OzdqNi5VbVztWwTmzxvHzxk5VZyP7ZxYm7zwwc/Pjo26PU/052/sBaX3/25Ryb8UTrGuxpN7ECQB+AhI7AQBiyEBQsZgwWzUKEMQtioY/CQI6kXG9gF9e9w8GuG+tTaPMz45Otg1O1Q9/Cc0poeJos/P7+sVq/v7e4ZDfqP7kTYAvH94Df2dxKhz6sdPJrhPq1Iv0ZkQB0igIr0b0H6tyH921D+7WjfdrRPO9qnHePTjvHpwHh3on26Eb59UN9+qE8v3KcP6deL8utCerciPJoQHlTYi1r7p+U2NxPtzj/56q7Hm/wagWBxc2PHYDC9swLw3RHD2ppWJBS29gzH5jb7vm73SaLGZxR3drSymKNMBv1dWMzRqUmuZGlxa2vL9NFjBQCYXdn0ym+0j86zyaF9VtLzWfmwVRndrmjEvmjQrqT/TGHPpzl9p3OG7QtH7YpH7EqGbQp77TPbkMkNkMDsUw8irYPSbLPaT5UyP6kY+6R85HTZgH3JsH0B3bpg9HQB/ZMCulUpHVI27FA6BCnodcjtssvssI0qsnUj2QYl2Ga1ny5jfb9w1KZg9HT+xwttooovklIukF/Zvyy0zm/9tLTvVMWwTQndvnDYvnTQprj3dEGfQ9EIsmgUUkS3KxmxLuq3ze5AvG6yJeVdjcgfGgfPK/wJ7OwdiyTrU3OaSaFaBVoBBAAWN/br2Msvu2T+tfIgqiq8cytq4DhyBCAPWvz6zO7d5scdpvstpm/q9Tcr9q4V6y7lb36Zo73wRnUuXXEuXe6aKnNMlmJeih0i+dDgUevnpfejG7iz6x/sBoFh5nh7L+Oju7RF1X523fjtoHLcoyyCe7mzf6MjsRNDGkCQRuBkBozMhAez4MFjiOBRNHkYT+rHB3XjfFswnnUozzLE81zIvQT76+TrHvEZhc2DI1Ozs0srK8ot3Y7BYLBYzD+1B2ELxPdI6ZDbCcinVYjnNIRXC8KXCg+ohQc0IAJoCP9mhF8Lyq8F5dOC8m5BebVgvFowXq0Yz1aMVwfCpw/m2w/17ob5dCG825FeNIRHPfxZOexRof397E+uJnx23vvuM//KyorJyUmVSnV4ePjjddoTMayvrYnm5rr66QkF7e4xFan5NRMTXJlsZfkDVlZWVCrV5ubm0dHRT633zq5ovXNrHCIzbDOqT+U2ncrvsMrrscnqtsnqOJPXap3bZpfdAcnsssvqtsrpsi7sscprt0mnwpJq7ALTTz0MtQt4BUltPJ3b/0nh4P/kd32W23omp90mp8cqp/d0TvepvO5T+Z2nCjqs8jusc1ptM5ut0pvOhGfbPg2A+MdAUhvP5A18tPD0jwrPpDWdCc+5EBR/gfgSEpNlk1n/WV7L6YIu65we28wuq5w2q7xWm+w2SFanfWa3TXaXVUH3mfxOqzdN0JRaG1LWlYhs0Ap/PFs7R8KltSmRhje/Clrhb86RCeCpDIX0leCGOd96hU+zLqjHEDIAkPoAnw6TG03/oO7gduXO5ZKNi/ma89nKs+ly5ySpU5zE6aXE8eWiY9wCIVZMiBG7xC+5xC/iooSoMB4mhGHvVvQwunpiVvvuE5C3d49j00se+sdx5tUf/kIrtwzNrJXnSd3wBwWop1UEv3ZHYq9jUA+B2I8nDWNJwygSHUkaRZDpqOBRTDAdFdCL9G7B+NCwHrVYt0LE/Zf2VwM/fxwZlVrV2s2anhKtLCs2NjYPDw5+6lqdd7D5S/eJmfa3khBPqmFurVCvdqhvE9SvHupPhfnTYL40mG8z3LcZ4d2M8KIhvGgoTxrKk4b0bEZ6tMA9WqCeNLhnI9yjHulehXQrRjzOgd1/bXs9+rMviNAbYc9Dc+ppnQL+tEKh2N/f/6lducViOT4+3tjYWFwQD9LZaSUtJXUdUuny0Y84Pj42Go0/+TgAMCtV+2aWooIT4EkFNqnlVmk1tq8bIMkNdq9rz2RUW6dX26XW2qfW26RRT6U1fJrZ8FlG7ankEvvYPBvfl2ceBMH9ExCJlbZpzdaZrTaZDTbpVVZp1WcyqKczGj/LaPg0s+GTzNpPMms+e1NzKn/MvZIAACAASURBVL3yzOuK08nln5ESre57ILwikElVv6Ww9FNS4lnfyC/8KciwZGhKiVVapU16LeQ1FZJcb51WY5VRbZtWA0mtt0ulWqU1fPam/tPM2s9SSu3iCz7zeXkj6s0Yf/6n3rTxB/A3tMK67nBmUXuiBNAKf2f0FkCg3C0bXAytnX9WJntRv+PfBfh0A+7twDOa4UHdwZ0K3bVC7ZeZKxdSF86lzLkmzrgk8JzieI4UoWPUvDNlwTla7BqzcDZafJYyfyFW/Hmc2DVylhAyRSAOw57mPaGUTs6o3llhdkH1IjTtwkPy6xq6auftyvjEvCzgVd157yKEW5WDRzs6gIEjsQkhbAKJjg/sdwoacCIN4ohDGOIwOmgIQxxCBw0gfNuQnlS0Ry30YaH11RjsLZJXZGZZbc8oY3petKRWqg/39sxGI/DRNwB/HzZv5T4xx/5mCuxxHeRZm71nF8Sn1d6XCvFpgPg0QrypDj5UB59GqHcj1LMB6tkAd2+Au9cjPBrg7vVw92qkeznKvRTlVoB8lIG4nwS9FXHmoif6esBjUsabks7BEcHs7LxSqdjf3zf/0i5Mr9dvbW2uLEs5k7wJ3uzGxuYvlvwAs9kiX92KL6vD+pARIXHI+DfIxDxUbCEuuhD7sgD6KheWnIdMLEAlFsGTS2wSC08n51u/zrWNT7cmUqyeBEDu+8CeEKGBydCYQmh8CexlNuJlBjwp1yGlBJJSave6xDa12Ca10C6tAJJaYJuQZROb/klIwn8/D7K7+xT2wBcW+Oo3FAYn/H/P/L8Jf/VteBLMIxAZ9QqZmI1MKMDGFOJjipCJ+bBXucikfHRiETKpBJJUfCYp/0xKnm3SG9uw+P+67+WRlLskU5s+enLlD+FvZQWLBdBu7AsWVqe/UwJohb8nFgCQrB7ltfID8hnEqsWgpm2/VrN3G+BGs9yvOb5ZoruSt/rlG9mF14suiULnOL7ry+mz8dPnX06fj5s8Fzt1NmbubIz4XMzCuZj589HzF2LFF1+KP4+ZOx814xrBdwyecAwagj/NfUIpnZhRnljBAgCNA7xzT2MuemfcfUkrG1yeXt6PLWj+2juF8PwN8kUZ1r8LTRxFEcewweMYEhNLHMGTh/AhQ7jQYWzIMCpoEOU/iPHrw3q34zzqMc8KHG7HI29HPw3JK6rooNMnRaJlpVKzva0zHh//Gh+cwJ5euU/Mtr/5CvqoFvK0FeLRae/dbO9TB/GuhXjXQrxqoF41UK9amFcNzKMK9qIS/qIS7l6OcK9AvihFPctBPU5D3E+C3Iq0ueRv/7XHuftEr4j0nDJaV98Yjydeliq02vXDw8Nfs3+3WCx6vX53d2dzY0On0/3MMtFPYTKZ1ze3OxjjL5JSMZ6+MN8gdGAE2jOM4BFB8I1EBIXCA0NR/uFo/0hEAMUuMMqaHGkbHH7Gy8/60fNrpJig16V3Q15hXoQi/eKQgbFI/2BcEBkbFA4LiIYGRkMCo+yJUfbECLvAMPvAUFhQKNSX/NlD94uBUeT00nshyZjnv6nQ40tibFZ9f2Jp0yVSJMLTF+EfjPKPwLiHO3lFYQMi4IEhqIAwtH8k0p8CCaDYkCJtQyKt/YlWj9wuEcMbegY3N7YMhj/tm1D/PlYwmy3qtT2++HtKAK3wN2RVZ27hbIdWzT/MmnWv3vBpNnk0Ak9qTPfLD28V6i69UV58tXQhYd715Zxz7IxTDN81VnA2buZtYgVnY2fOxgrPxs6djZ07Gys8yfm4uXNxc2djhM4UPi50Akcahj0reEypnpjRnpxX0O2bE8sHbG5HOwXVXn/FupbMOB/eZvs43+F5KT6Q5khsdyL1OJL78aR+HLkfQ+rHkAaR5CFo+AicwkBGjEIDh2CePegXrdgnVYhbKahrIbe84hLzqroGRgX8WdnKysmCu9ls+k3LzWNTy/cCMx2uJyIeVMCeNELdaVCvOqh3Ocy7FOFVhvQsQ3qWoT1L0R7FSLd85LNc9PNcpFuWw8M0yJ14h9vhkGtB0Cv+TnfJt73jolKKa6hdA4PMySmBRLK8ptXu7e0ZDIZfv3O3WCwmk8lgMBiNxt96oAAAgMlk2t7emV9ebqePJJUUBaS+9n+dHpCQQYzPJCZnBqSk+6dkBCZnBiZn+7/K8UnL8cjIfvI640HcK//krKyyptoWenZlL+l1zbOXxQ9fZj+KS3r6Mv55bIpbdKZbdNbTmMynsZlPYtMfxLy+H5PyMDrlefwb/5TC1KKm6ubRrMoe4uvqpy+LH8ZlP4xNehIX7xab4kbJfEb5qcLijIqutt6pht7xjJqWgNeZbi9TnsWmuoWnvohId4tOexaT8jw69TnljRsl81lc5ovUbI/MbPfUNHLGm5q2jnmxWLe19fELsf4Q/iZWMJositVd3rxmWrT6oRJOrKAGrfC3YWXDmNIw9/g1w6tM7lG396ze+LDWdKt4/3LW2pep8i9eSS4kiM+9nDsXJ3SNnXWJmXGJmXGNnf3FnI0Tno0TusbOOlH42LdWKHxMqZ2YeXu2Wak9JKXT/udaNNKv7l6e8GLCmI17A8ynDUvuxQf3Esg9juQep+A+AnkARx7EkAbRpEEEaQBC6rUjdUOJXQj/TphbncPdXNiNJOe7sQGUImrr6CR/Tros02q1e3u7P7Pg/jOwJpfu+6fArlHQ3+ZjHldgX1RgPYsw3tlo9wzMszeYpxmox6mYxymYR0mIe3HQbyIdboXZXSdbXwmEXyd+/ijsQWBSxOvygqrOzt6xsXG+gC9cWlrUaDS7u7tvz3L/diwWy+9885DFoj8+Xl9fFy+K2ZOcwTF63yi9b5jRN8jsGxrtG6b3DY32DbL6Btl9Q+y+EXY/ndk9TG/uG2npZgwPcsdGZ3oGZ6mdvKo2bnkLs7ylt5zWUdHYX94wWkFlVDXRq2j0KtpIVdNAVeNAJbWvljbY2j02NDxNZ872DM/QuqdrOiYq2hiVrb2VLR1VtL6qxtGqRkYV7aOF7OHRWc6UZGxK3MuYbOodqe7sr2rtr2oarKIOVdEGqmgDVU2DVY0jlY2jda2MjgFm/yhjgDHKGGPNz85ur67qP3bq/g/j72AFgwmQaXamxavTYi3vR5kUrSpWd40m849jMplNRrPJaDaZfi4frTWaLb8UwGiy/EWa/oF9//BTYCaTaf/gyPhbvwL4R5gBYFZ2GF858yyV4VEgelaifFSh+6Z051LuxvlUpXO82CX2nQkErrEzJ0r4lTlxg0vMjGMUDxPCwZKGYM8KH0fXvbOCSLLxIq7q/16l2D0vu5LC/TqZgw3qxhH7scQBLHEARxrAkQfxwSO4kBEMeQRFGkYGDSMCB5D+7UjvBqR7FeRhttU1CuJ62ENiVmUTkzMpEYmUWu3uwYHeaDT97h0Ea1J0xzsG8qUf6lYi+pvX6HsJyG8jkN+S0HfJmNuhmJtkzE0S5kag813y2fvks/eCLj0LexiUHPa6rLC+j9bJ6unnsMdnBILFxUWZSrW6sbG5t7er1+uBP+9E6M9isVj0x8dbW1sqtXJZviyRSiWSd5F8d2P5JFKJVCqVSldk4iW5eF41L16bmtWwphR0rnSYLR4enxtmC4dZc0Ms8fjk4uycRCiSCEVLQtHS3Lx0TiSZn5csSxVr6vX19W2FamNJqhEtyoXzUqF4UTgvFooWhCKJUCR9V/X9QrlWs6HT7W9s7SrU2sXllbnFJeH84ndbLn4XiVAkmRNJFxelUql0eWVFqVBsb2yYj44As/lPfNvtf4gVfnqGDEbLilLHF2kF81qBWMsXawVirWDhbfhiLW9+dV6xs7KlX9buL6u2l5W6ZaVOodKpNLsyza5Uvbus2ZGqdVK1blm9s6zafR/ljlS+vaLcUWl2NZpdxUmtantZeyBbP5Kpd2XKbZlqR67akam230a9LdNsy9TbK6rtFZVuZe3gw74K5b+g6R8+2IPDP3K5U280TUzPjYxOb+8c/fLWPwt7YTsol/UghelVJn1arLiZs3I1V/15hsIxUUKIExOiZ1xiBOdiBa4xAudovkuMwCVG4BorcI0VuMTwf2Wco3mEyEl08BiGOAB7WvgwsporeLuC1MOc/8rnzWffJEM8ql0pQ+cpI/igXjxxEEccIgTTHUMY+GAGhkzHkOiooBF4wADMrw/h3Yl1r8M+yUfcSYJcD/3SjZKQU9M/wp2dXVxZVm1tHhj1P/c//1dg4c7MeUUmn79L/OpB7FePXn71OPLSs6CrL3xve4bc84pzC0wmxuaGxefHp5W8KagtqqK1943SWRNj7Mmp6VmhaEm6rNKo17c2t/f3D/R6vcn0+/30R3GyDKXX64+Ojg5+BcdHR4dHx1vbx/LVowX5/vzyzpx0S7i0KVzaFEo2hZLNWcmmXLO9v39wdHBw+C6HByfXRJ0M+V3Hww+3+Wg+KDw5LjKZTPrj46PDw5+pOuHw8PBdxz93Ev/iVtgFAK5mvUum6tJudGnUfauyPu1K56q8Q63pVK52KrQdSm23Zqtbs9WzujGk1oyrNRvfLbcZtVrFMH2mupFbWMcppnKKGiYL66cL6iaLarmlNdyymonSGl5JHb+4nl1GG6vvFbDmBeKNKZGGv7DGXFir5S7kj4sKeMsF0/PFvJli/kweT5g7Jc6fWMifWMydXCyYXimYlhXwpaWT81Xjc4NzKv7i+ox4jTc2x6xpGyus5RbWjxdR2YX13IK6qfy6icKa8ZKa8dJqbnH1VFEtr6hurLTppO+MeP2f3/QPHyy7qGG8qF5S17LW1r3a3qnu6lB3tWs629c7Ojc7utU9A1omx6zd/Pmf+Pd++kd6rmglr6ypgda/tf2jLxL71RjMAGNW55/BuJ1Af1QkuV8ou5Yt+ypT5vJKgo2bx8SK8DFCp2iBC2X6bNTU2Wj+2TiBayzfJYbvGst3iZl2jv5VcYmZdo6ewkdwUcFMDLEf+qTgG2IJc0IBAIDZDJTQxlAPE2wf5zp4N2DJ3S5h/U6kAULgMJ444hjCdAxlY0gMNHEEFTiE8O1BeHcgvFtRbrXo2+noyxEX70eRE0qaOoemBLxl2fLm5vrR4YHJaPrHlACYLWaFRt3P5NTQ6BU1IxW1wxX13VVNTbXNDXUt7VTaYFc3a5Q5zWbz2KwJLmdKwBOI5uaWlhYVcvn6mnZ3e/v44NCg15tNv+1kxl8QswXYPzKrN/RS9aFUffRhJOqj9R3Dn/nK/K/HX9kKy3t7OYJ5t5FJn9klokzjt7RMki4R5YveiiVv+Yr/ijxgWeG7rAhQaz2Vmucrco8FiRtrMo03r9w+2J6bY0dRhu89nPcIkPuHLPoELfoQ5V5kjSdJ7hsk9feX+vvJfH3VXn5ab9Lyc/+pe88ZfpETrfQZ6VbnjCx6eOrZ8ISfSEpWrAZIVoJXJGTFko9S4qOUBcoVQTKlv0wZpFnzVq26yxTei9InDG7o0GQPX8HtZPQGhdK/fbTg9Vv6tjN7hMrokX9u0z9nsDJPktKDuOIduOTnv+Tnu+zto/T0XfUiSp75Td9/MRMev83/yHdy/ZiNQ9OQUF7bP5FaQi2s7fjdVwSYAWCQv/Ukvv9mNP3bXOmNPPmlLNm5lCXHRDHmpQgdI8RGC/HRM84UnmvkpGvkhGv0tGss3yWG5xLDc4nm/RofOFGmnChTJzfeWcHhSf7NwMJRrhwAgP1DMyWr5bOrkfZuxQ5ejaiAdgKpyzGoHx8wjA0awQUzsWQWKmgE4dcH82pHejZhPevgTwrtriecvxMfEFJYWtHDZE0vSBZXNzT7B3sWk+kfPEZ4OzMWy+Hx4dr6pkSinRNphHMKoWhRKJ6dW5idE82JREtLSzK5TKlUKlUq5dqqZntzY39n5/jwwKjXW4xGwGL5d5fBh1gswMGxSbV+JFEdSFSgFSLf/e0vZIVdk6lkmn+lqvkhdzFcD4QBQBgARAJAGACEAkAkAMRYgDgzEGsGYi1AyLElXG+h7JncudJrFb2FHayBxLSac59LnrkDUfEAJQGIjAEosQAlHoiJB16+tCTEAgkxQBwFoFAASqwhLErm4dPkcpbmR2ZyxS/72V9X0B5NLv2gbxgARH3YFzjpC0TvmTwnli+XdseW9daHxtdd+Fzi5vFB3ziAkvD9vtHf9aXIPHxoLmdr/MhJjV2Xqlr/aU2bXFz/kMHW/rDvh5McAyTEALEUgBJ1Mskr7j6Nzq50CsWg+4VPB9LsGzsEqhrmQtUwP6agLq++S6H9nV9fzlvZdH/V+zm58+Zr0ZVM2YU0iXOyGBc/h4mdxcTMYmJmcBSBYxTPJWrqbNTE2ahJZ8qEU/TUuzj/ijhRJp0okyc38BEcdAgLQ+p3eJx/K6iQMSEHAEC0vPEwrOjTqzGQF5UOvi1YYpcjqccxaMCROIonMzEkBjJwBO7XC/FoQnrW4d1L7W/GwW5EfhuQ/SavfXCIJ5qTKpQq3c6W3qg3m81/hBHeYjKbj46O9/YOdLo9nW5Hp9PpdFvbuu3t7e3d3d39g4Pj42ODwWAwGExG49tjgv8gE/wACwAcHptXN/VS1aFEdQha4YS/kBVku3ux3YNnixov9M9cFu/cWjM/2gfcDoAnu+anWxb3NcBrFfBZtXivWnzWAN9NwEOpvz+huUKbdn3T9iKhIuOJV62zk/DKtd1vH1rcngOeHoC3p9nXR+/vd0D02SV77ZM89UQvM8nn2NdT9u3d8euXqwio0nv3GqndgdQe1+LG8/0zl+a3b2rND/e+67v5k32v0qad09oeR5ekPvSsdXScvXxl/8FjwN0T8PS0eLqbvL31AR/0DfI0E32OfTxO+tY5YbJu3fZPzjxX1nxhYPby/K8d7D/StMYRXXb//slgzxY1XhiYfTfYZ/uWJzu/drB1zs6/aZIrCCiq26N14ezP/OiVusNuvqaWo27kaQv6+QFpZRm1HVLtrsECGM2A0QwYTYDBCBhMb2M0ASYL8NHzm7LVnbhy+lfhrV8nTH6Rsuj6apGQKMS9FGBi+NgYHi6aj6dME6KmnCOnXCInTuIUxXWkTPymEKK4hCiOI4XrGMXFhbNRwaNoYi/kSd6toELmhBwAgD6m6OKL19Z30xy8GmD+nXhSjxO5l0AcIJDpmKAhB59eO88OB69m2Isq6IMM2M3wC9+GUlIruwc401PCFal8e0t3fHz0i29U/p2cXPRjMb/D8h3/wQL4GfQGy+qWXqI+koBWAADgL2WFpfWtiOYefHYtrI4FHVjGTG67CvcviLbPirachTrXmZ3z/L0vpve/mN7/nL93cW7fZXwV1SpAlY86pDRdD8+Lvf2wHA1j4rFSV+fNry5uX/ty6/qXm9evrF+/vnrjivrWpdXblzZuXdq7eWXryqVZZ+d+DKIccqb4+rXKUqp3RRsuuw7eMPa279z+BdHOOdGWk1DnLPjJvpBXTdfD8uNuPyxHwRh4rMTVefPri9vXvtq69tXGtSvrN66v3ryivnX5pO/Ojcsbl76edXbqxyKqobaZly97RiUTsuth9WM/HqyLYOccb+/i9P7F39f05teaW1//oGmlg3XJjRuVZVTvilZ8dh2Cyj7p6yLcPz+37SrcdJzdcv6u788N9qOTfO3a6o3LH53kMsiZ+vvfKCa4P/Vbtrx50DIuq2GpWuf19byt160TcTW9JYNcukQ1pVrnKbQCxdqMfH1GtsFf2eCtbAgUOpF6m84Tj3BmNnf2P3yoIz1Q0y2+HUb9InrgbLIAnzyPiuNjYyYxFC4mioOncJ0oXKcojlMExzmC6/z2Ty4havy3Bh/JxkeOEaLYhCg2NpyJJI+giT0nVmBw5QAAUHu4+G8TYE+L4H6tMP9uTGA31r8dHdCDDx51CmfiQ+lw/07b51Wf3EpG3I32ouSV13VOTvBWJBKNSrW/u2s+Wa4B+WehN5jXdHqp+lCiOgSt8NewggUAzBaxRhtK7cBl1kCrmdatcza9y7B+Oap/CTq0dGZ05Qxdbj+shA4pYcNK2yGZzciK9YDYisaxrxqxSmu8HJ4dffN+GQY6jEfz8CixI3rBBTV/FrXkjF92dJW4npW44CWOGJkjToXHybEEARIzhERU2Z0pvnKlrKDGvbgRl1kLrxuzaRPZ9a3ABuXoQSlsWGrNkNkxFJBhhcPP9f22HAun4zE8LHIej1xwQYnPYSTOBCneWeLoKHHGS51xckesEouVYfACJHoIiaiF2GR++dWLsJfYzBqHHw3WanTFelQBoyuRw0r4b2wqwTktOblIz7ssu+J/0LTK3rr06rWywhr34kZ8Vi2inm3bLrLrk8EG5cj+JejQki1DZs9QQEeUsN86yU44KcFFcvac1AUvccTIvz/Jlban6+/dknHYH31pL1/bp7JWqujK1tmjFrExZ0iW0T3bv7LJ3zue3DkQ7B4Id/dFu/vzOwfzO0fC7UPh9qFoVz+1upffMpBRRpUqtR8+2rRwzS+u7Uv/uvMUOjp+Gpowi4idwkaP46LG8JFjjpFjLlFjLpFjzhEnGXeK4BLeWoH9m4KPHDuxAj5yDBPGQJCGUUHdDm+PFZTbu5ZXha0ONyKhT4thvs0w306MfwfWtxXt34ULHvkicfpu3tK9XNEXMb1XI+qTi/sHRvki0cKGSmnY2Tbrj3/fVf8g/xAWi95o3tgxrGiOllSHoBU+cu+/ApNIoyQ1NOGyKxE1DNsmgW27GN4uxrXPYdrnkJ1LD7mrkeOKW62L2JYlVIsI2TaHauWja1nOZYOYpPpbpDcx1++VY+DDeAwXg5jGw6ec4RPnEBwnp+mnJGlZjSo7bO6O4yQeySegeU74UUdcqxM2C22X+s21/MLyZ0VV2MwKRO2oTZPAtlUM65jHtguRnYtPJtdqZLqiKdW99kXMR/uS38Rcu1eGgg1h0RNYlMAROe2C4JxFcJwQ7HN35l6mSiOfTjtDp5xQfAJq2hFLJ2BbnLC5WIfYa18+CIvCZlUiakZtae8Hi2oVOtMVMQu65pWtbK7im7YFaPOva+qK4Dghxr+4M/eyYLWtShb+SOAEnca9b5qFsU+/cyO/sPxZYTU2qxJZx7SjCWxb56HtIlTLjNPQCmVB17yy3SnXpXEUX9AW4R/t++NJPgvnnPtqNjhd3dmzVhwluvu9SW5xwmSibAuefLPIZZu//+LXAgBixVbjqLRubL1VaKSJzJXTRyUcXdfKAf8YmDEAswZgzgiIjIBYDyzogQU9sGgElgzA9LqhbVIenduQmFe7IHtvBb0RKKIKLrqXfU7uORc3iYnjQSmTmOgJQhSbEMkiRDAdI5jOkSyXCJZT+EnYjuEcfDjn5IX/zyVijBDB/jD48DF8GIsQPkYIH8OGMJDEYXRAl8PDnNsB+UyuUq09Tsqpw98mQu9EQx6mOjzKQj3Lxb4ownpVo7ypBGL7taRx99Il/6qloJKJ2n6pVH60uXVkPDL8+g+uAPkzMJosGzsGqfpwfRu0wo/u/edjAYxzWllAQx0yswRWPWjbOOnQMotpmXWiTaObeHdHZTXrhwPzq/5NM8iGOTRVgGnhoWgcZOUAobAd+bL0ZuCr+Kt3y+DQfiRiDAXn4mBjLnDGWfjo2ctT7p78oBhZb+9qNYWHsp/AYbkEfD8eW0dAp6Dsk7+5nl1U+qioHPmm2KF6wIY6ad88i2qewTdOOnbOPRuWBE6sM5Q6KluMrBWifqJvqYNDHwLGwaCmndDjrsgRV+gwijBBztJotOv1KXwnOzYeM4FDc/DYPhy2zhGThoVGXPvyblgEKrMEWj3w4WBRDZPfzq5TVbvlLMnTzvlzDb+6qQt0CPulsKBB01cl9vt24vrFCUfUh01foyEpd2/mFJc9KipDZpbAaoZsGychzTPIZgGuccKxTXB/eNGToaGv7Y6I5RdrZuG/bpJHCdZMvxJt76Ay47V8qE9bEzQBh0zg30/yK6Rd9uM7Ys73rGC2ADPLWw0jEur4RtuchSoEqvmmiml9/ZylQwb0q4GhNWBoFRjSWIY05mG1ia420lVGptoyJDHVMzfzW2bDUxuSsurnFzTvHlOsOPRMGUR51DtHjhOiprChHMdQtmP4GD6chQ9n4cOZJyGEswhv7/kNIYSOOYay34UQMkYIOblnDEdmoAKH0b4dkHsZt/2z6WPSzY3DIdZUegmVlFz4KCT9ohsFd5eMuhOCeRCPfZyBepqN8yj5Mqz5WebY09cDiTX85XUAAMAVo78CFpMJ0O2btveNf+qbxv5y/FWtYJpbVfrX18PfFDlU9do1jUNbeBjaNIHKQTWybWgTV2c1BfNq79bJMzSeTcukTeeEVSvjdE23XXHTmcSCa+SkhGt3ymCwPgRqDIVm49EjzugBZzQLT5iCI8exj2QNretFIUIIZAaO4SOwdBiqGYHKgthn3rxVUFjxsLACnlEEre6za+LAWviYZh6BOg6ncpx65wIWd6Y0G1l0/mfUn+h79U4ZFNaHRLJQKDYOPeKEHsRDx+6EyuLTV0eb5blp8yhrHhIzA0dPw9AjUFQzEp0PgyZ8fenbkEh4RpFD9YeDHXeoG7vEV5Wv7jbPyoNG5p2beVbNU7/c1Bk9SLBjfB6y2jK8y6ySv0qQvLgtRCEEHzTNcYBk3fqmoLDyYWE54k0RvKbfnsaFtfIxNB6eOo5qHDvTOI7nrHbIN3NHeKd+arA/nmScLeNylLZv6kC6tMfoWI24wrNBzCLeTjINgcqytyt5cE/CGX9nBYPRNL+8Th0QNbNXO0XmZhFQN2sp4RqKxw/LJ48qp/VVvKNq3kH19H719G41b6d6WlczvVU3raub2qtg7GZ3KDKoM+HptKRM6tz8eyv0jksvBdWgfFvwERxcxBQ+eNwlZMwpjIULY/7jIYSwHEPG3oUQzCIEv70HR2KgAobRvu2Qexm3/XNG2dLDfZNavSaYXRpl8bsHubTe8cp2ZlJhs09swZ3A1197JZ93f4V7HOf4IvFyUOaDYtchXwAAIABJREFUiPz6Ac7+0fG/6DcP5PtYAJMZ+Pd/P8Zv5K9pBcACiJTbQdXtiJRCSFm7df2wPW0c2TSJp04gqeP/XctwnpSnzcqeNbH+p4FrS+PatnGsm0ZsKrugBY02cflXiYkxl28XOkC7ENhRJI6BdRzAO/YS8KNIOBt+nh+aryhImL0KZzrAuEgkG47sh6MakYgM29PpV28U5FGf5jYgUgodytutG4btaeOopkk8lWtXxzk3MBezsMHRrOVzBZA6jtVP9oV1IbB0JG4UQ+jDYbtQV2YK6rS1JcqG9tWuqvmv4GNwGBeJHIMj++EoKhKZZW8T98XXD0ixyJQi+7J26/qR7wbLRVDZNu0Trn0Cz5nNKc1GLmPyfzdwfrFpP96xFw0d/ip+fYijqwuZyejd7KLJ70BYEPi7phm2Vt8fbIdNwwiExvlukln/u5GXsLLetSS9WM+yonJtft0k96AQzG+C5fUDG4yRzbEuOeXBBNSO890kU5GIdJvThfe+kYy/tYLFAswtKsqbRqp6+G1TWw3TR2UTx4VcfR7rKI++mz+qy6XrculbuSMbOSNrOXRtDn01e2Q1e2Q1m76aPbLxpncj9f9n7z3/2jja9u9/5Hl3/z53YlPUtq8kiu24xSVuOHbcbZoAiSIh0ZuppvcOAtMFCAlEEx3Rey+m946pApXnBbHjJE4uO+3Knej7OV6sZZ06Z0bLHprZ2ZmimbDCEdcoiX9M4eDI0snpcyhXxOQ06htHUW1EOE9GdWrXc2g9w5MZODbQfr8cGvQcGvU/kB6vQY/XoO/QqMdrpHLqEBspxhRRHoR+axPV2DalUqr39uVra9uzsysTk4sjY3O9AxNtHYOy5s6a+qbiqsbE/AqXqAwz74SHLpEPua8e2/kIKpr/Vb9NNfy9+Ju6gkI9NPOWk14K+ycSEgtOZZTr5DZQclrgrFZSZjNa1Mmd3KxbWo+o6KBmtRCyWwFBCzmrFkwuoUYKQNe4Wzb+bte/jQPAEpRei+o14AZVdMMKGrUKvtjjK9wc6VxKceu4+3WjPrkWhaoRuASFs3A4kHQ68MatuBiBcVQh7J9ITCx8nxfKaEULe+7VDhg3TlWsbJQODtP4Tbq/mrfuJC+VVqZv1Ml7NZ2QtNg/vTNaNfxMvxoi1WFQNfp93mCyltvlq484Poh/EiGh4FTmB5XNaDlT2vOsfoDVvVw/tRxa3fE/r5v/c1K6YQUVkdLNp3KLl0VBg7GlywVpo/dIVQD4PumvVBbOaiWmN55pXqxeWE2sav4yrRnIaiV/UiPrl5Hg5iDJenv7rKPdZHP7cnFYG/xFzbtGzsThV8TTMQ/ujr0bQTqUKzv63oSnFLlF5gfltkdLF4KkawHS7fDa3djqzRjpWpR0LapqLbpmPbpmPaJ6NaJmNbxmLbxmLbx2LaxmM6hiw180HyQcd4gq9Y4qHHjnClNzW65hBQYm0TQbMcJpQB1aT1xB36Ge+vvFq6fz6vU+EJ1bR+fW6fHq9Xh1VE41Yl2BWhWduEJD65RapVar1AqF4uhQfiw/PJIf7u3vLW1sD00vyHoHxbKO9JruuLK+wPxel8QmU/fM75ghuSWtCo0raPhv8Td2hW1bfjHgl6CTUPBFetmprHqdzGZyerNuWsslyYB3/0L20EKItP9aRisxvQXMaqLwq6G4YlqYAHaKu83yd75+NwaglCDUBpjahNLqqDQpDklpRr0+sdN5/NGYsH7u48azpEoUKIcBIQKm4aAf6XTAzVtx0XnPIgSAb7zuB3mJ/Ca0aNChaz53dCm3+41VYRs5tRV4/Ul5q6hoFUCRfkmsM7duZZvX4dqVNLAK+yFvAEXL5fKVB3YvQd8EnfiCL9J+qKwOv/WGdCSkf0EwvBBWN3g1vYX4aUmlNKyKQm02cx/LEs0VxvVz79fiBOmnVZac3qyT2mIke+PZNGyULgPT2tD0T6wsVYpA1Tcsh6Oy54ryp7PCeqyuShGi9F1l+TjoQzwV9cDoxBVUavXhoWJ6dk1U1eEWmWcTlO+S1uotmg6oXA+VbkVXrEaWLoZLFsMkC+Fli+Hly6EVy6GVyyGVKyGVyyHSleCqjcDKDb/i+UDhKDdK4h39gysMvVlm+2fqvYik2ohAu1qE26Ln0GrIlenz/hBXqKPz6vQ+EJ1bS7ev0ePW0rk1OFsKs8pQq0LKg5BvbaIbWqc+PK83d1Xj84cdI8vClom46in3gn77rB6eYIyXPWqb2P7UI//SM3/PcOH0/I5K01nQ8N/i7+kKKqV6cHrTJlkIeMfqxgm+5Jd+mVGr9Vqmy28i82Wk1Drd+Fqd2HpSfBOS1AynNAH8BnJiBRhZRAvMRbgxt638HK4bhZMJRSBUC4AyCKpDoEoUlCJgOVFXrKslpGiJEGIpDSxDySUgSQBRUlDQh3gq4Mat2KicJ6HZlJexunH5H+YlpTRop9SRkurI8Q1AQjOe3Ax9Yl4EqESRSgyTQCQRTCymQ2X0H+X1J2u5XPr6O2sP4GWcbpzgS37Zh5UlptSRkuqA+AZSrAz+9MoioBSDK8jkEoBQBOmKIMJnVZbMl5FSanUT66DkZlpSM570yZVFwUqQWEYkS2CKCNIpgkk/qaw34VTUd0ZjLd/3FY6OFCsrm50941klLR7xJawwsUNqm694KrxiOVw8G1o0GVI0FSScDCmaChZNBYmng0qmA4ungoqngkqmX5XMBpYtBJVOBxUN8KJEvrH5348gqdRtPW/MXeJpz8JRViFgUw1xmqjcJn1Ogx637g9yhVo9hx9E59XQ7Kvo3OrvXcFaglgKSPeD7lpHNbZNHxyphubWytomsqvfhORPu6ZNc5IGmUl9VhlTFllL7PxNh4Jt69Sph95V9IevXjgk1LdNbm0f/IYNBjRo+GP4m7qCSj04vW6TJAA8I3Ujs79IEn2RWnk6pUYnoYYQX01KkILxVUhsDRpdg0TXAnE1lKQqYlwJJSyfGpAJ2UfesPKxv34nkKyTTSGWkYk1AFEKEktB3RKQUgzBRQhYgFEKMbIYJRdDRBGFlAcAKQjkSzj96sat2KispyHpgGeEbtRH8gJxVXBMDRrz63m1T/JW/yQv/PG8/kRt14uXv2O5gJ6RupFZf2hSSAgDBehHK3vqP1YWjPutjQxCQgj4aGV9dE9Hf+AKSqVyb3d/bmGjc2BGUNnlGic29891Sq4PKRqLKJ6MFE8F5Y/4ZPUG5Q+HCIeDCwaCC/uDCnpDCnqDC/teFfa/KhoMEvaGFra7xxYGxucOjsyr1Wq1St3aOWbuEkd7Fg5ZCig2VSCnCefI9Dn1dG4dzvv9qqXxqukOVe9F40lpXCmdV0XnVeGcCtimBLEUkO4F3bWOau6YWdtXhQkb77rmPA1qt0icZ6ZvMHO2bAsP7IVq21y1efLO47CZq44N0Hexl82jX4u6FpbeHsj31R9/WFuDhj+fv60rDE2tcBJzMfcwcjD/VGT2lzEFWtFi3TCxdliRdriQGCakhIiAEBEpRKwTLtKNERFiCshhWVhAKmgfdN3Kw+6mkQ+okwoSCsi6IrJ2IfmUgKIlIBHziJQsEjkTIGQCurlkXSGZWEShZJEoiQDkra316sad+Ogs4xA+5h5KDvmMvHhAKsAJumbpYXfTyBfS4UOkAgpBTNYWkk/nU7QFZFIeEcgmUTJBYhZIyKMQisgkIZmSSSAnAZAfQdflwtePWC64exgpmH8q6q9I6qOrHXDjTlxU5u+s7Gc1cgIAvtTSir7/7fgHc5CUSuW+/GhxeatvYKqossMrOs82IN09URoqHI4umQgS9Lkl1fEiJNxwsUN4gWN4nlN4rkt4tkt4llNUnmNMITcixzkik+0TGRSdMjI2rVarVUp1//CCjRcfeRgEMHKJzEqKbQPGbtRj19HsazHu71cNlSulcSvfi2pfQbWvODnG2GWQdTFskUe8F3jXOqqhfWpHoQ7KrtczizXyaTFJXjV5vfc0c/dR+ttH8dtGgWsXXUYNbVto5mXgg6RzJtHxBZ1rbzV+oOG/yt/TFZRK9cjUEi/6NZXjDftEkYKSCCFplOBM+FUWGJhBCnlNCc6AA7OQV9lAYI5uUIZ2aLp2aKquXwzZJZBg4XSP7W53/1s2+VQYTEqBiKmAbgKglQAR+ACcDmCpEJqCgCkIkAaQM0nkbAqcSkYiyLDDF6d9b32XHC8w8YuncryRz8rrGqhj7njd0ol5x8ge0IpAyKkwOQ0kJIHaSTCRD8LpAP5DXpCSRaZkkaAUAhxNQVxO63AvfvOU6ULleMM+kaTgPz1pFAVxOqXlfet+Ulze76wsh3L6sxqZ+7+nIh4+nu7pUXwwQqJSqQ4ODpaXVgcGxkurmoPjs2x8U12TagPzel9ltzlEiZk+fI+wXP+oHP/I9FdR/MDI5MDIhICo1IDYzIC4jMBYfmhsslhSsbi4olQqlQrV3NKea2g+yciXZJylY1FGsq5D7erpdrVUTg1q//tVhdtXUO3L3gvnlOKc0pNj1K4EZBVBjBzivaC71lG17dMHSnVKUYuhcYQhs/CSW9t5n4GvAoe/Cho669lv6NCnZ99pwGk7y2n+ii09Y5F13TbFPaG0aXjhSHNbQcN/i7+nKyiOlYurb2MEpWeZTkSmI+jqD3uEwC7BNOcQuns47BkGe4bj7pFUt2jUI5riEU70DqP4hZDdfbQYLOi5hXd0XJizvSmk4wjqvsKAECoYQAX9qEgwTgvH9ENwejAND6FiESgSDcBxEDUMoLnoAOanCYHm7EJho1NUlp4Fj8xygtwCYM8QxDWY7hJKdw+HvcIRzwiqexTNLRrzjKZ4hpN8wij+oRR3H20La9JjM6ZnsKsV0wTSdYYIgTgYQoMCaJA/DQnCaGGwXjBKC8SxIBwJQ+BoEI4D8FAK1UUXtNAivXxh7eAbSzfnkliOkNurvyApQ4v4R1TWygTUdoIIP2pkjBaO6odg9GAqFkxFwxEkCoDjQGooQHXSBhiniekubmuzs/If70WuUikUR/LVleX+/oGqGpl/nIAVXOiWVBuQ2cQNy3N4xc8qrC0tl5VIqiWlFaWlZRKJpERSXlJWJamsKZNWNTQ1TUxMvH37VqlUKhTqrbfqkBQpcM9f99lrbXMJkVWL2NbTbGup7GqU8xEh9p8sTjXKkeKc8hMnOBHGlmBsyckxYlsMWAlBRjbxXuBdVmRd6+Thobq4tvdb+0QDM/5ZuzKafQ3NpYHqVo851lIdGvScmg2c2w2c2885NZ/nVRuyBNTnUUbclMSS/oXNP227dg0afoW/rStsbOzJekZdEzLO2zrBlnYYk4OZ2xqYsw2ZPBrLgWblqG/pbGDpQrdygawciCw2xZZNMjOlm5jwQsMqa+ulBbnBls+t9VEWSLZFISscZuAoE8VsEZyFolY4xMJANgw6grATgDB1gOdE2OWBcXZibnF5Z2JBvcWrRAMrHsiwRazYiKmNnqmdviUXt+LhFg50hpMew5lq6QxY8HSt7EjWdgQTU+TZi+fuvrHpwsSIeNfHDyypCBMk22GQFQYxcISJYLYwzkIwKwxmoaAdBDoAkCMFYeqAz4iw870XKVGZ0a9LTf1iDawc/pKkkPN3f1hlmTSEBZFtse8bmYVibJRqg2EsKmyDQ/YI5AwhziDKIoAmFCTI3LJTWrWxtnZ09JFL3rH8cGNtdXx0vKqhNySl0s4n7WWkwD3kdXB8blPr4PjY9Ojo+NjY6NjY2OjoyOjo6Ojo2Ojo2Nj42MzMzMbG+uHhoVqtVihVO7tKkbT3mmWY9r0QsmkOxaoEsqlGbWtxWymVXUllV+CccoxTjrHLMU45xqlE7KWfKo4U5VRinLKfuALKlmCcUoxTCtsWU6yEACOLeM//W1Z4Q/P48YGqvW/K3COd+jTK0FZI51TQnatpzpUorxx1kOJOdbiTjOrcpO/cbOgkO+tQc4ZTYsjKNbBMN/UTljaP7xz+OUulatDwS/w9XUGtVO2+3Z+YXqpr7U0vkoSmZwak8l8lJQclpQQlpwUmZQQmZAXFZwfFZwfGZwXwc/2yBQE5ORHZmen5efX1tUP9/f2dHW3lZZVJCZkvfWOcPEKcPYNcvEKcvEIdPYKc3V+5uAU5u0Y4usY7uCdw3eOcfeL8I/j8PFF5U0Vtn0jam5Rf6xObbR8cbxMYZesfzvaLYPvH2PnF2fkkcHwSOT6Jdt4JNoEprMhU28hEh4g436ik5IzCAnFNQUF5VlJmsk9wvJNnjJNHqJNHkItXqPPLcGevEBePIFe3EBfXKCfXeAe3RJ5HvItvrH8EPzk3T1ibLW5OyK3yjftrkobzU/6wyqb4BCc4ecY4eYY6ewa7eCX7BuSFBmeEBqaHvcoIDRAEB4iCAkWBgaKwCAk/raFKOj4+trW1/fE5NiqVXC5fX18bG52trR9KSiv19k9w9ghJSM4dGZne3TnY3d3d3d3Z3d3d+YDd3d39/f2jo6OTz1Qqlft7h8PDs/Y+SZTbXPhpGGSWSbGSgDY1mE2Fvp1En12izymm24lxOxHOFlM5JRhHgtmXY/YVGKcCs/91lf9cKKcM5ZSdHMN2EgqrCDDPIt71vcsMkbWMKuXq6ekN+1e5wJNQzLYAZpdh3CqUXY6cuBGvGneqo7s06Lk2GLo3nHGrM3St1ncsw+yKYGbmOYd018yGjqkNzYCShr+Ov6krqNTHcsXmxtuJydnu3sGWzs7GjtbGtpbGlpbGptZGWUejrFPW2CWTdTXKumVNXbLmNllrS0tbS19319LkxO7y0vLCwuTY2GhnZ1+jrKq4IjNTlPq6KC1T9DpLxM8SpWSJ+FmijExRbqYoJ0MkLCgrl9bXt/f0jU2PTa4MDC80tY+U17aLpI1Caa2wolpYWi2U1AhL6oXFDUXixqLiRmGJTChpFJbWCsuqxRXVVVWN3W19Y4PjPX0jzU1dDZX11SXSSnGFRFwhEleIiivExRVFJxJXlIgrysUVUnFFhURaXlXf0NbTPTTZPTgtax3+65K2d/9RlW2srK/9IW9lTVVda5NMJpM1yGQymaxVJuuSybplss7m5q6uztGJsdXNdfmR/Jf2nlWpVEdH8s3Ng4mJrY6Oqeycclf3oGR+3vzC6rsIlVqtVqlVP2wD8DPk8qPV1bdZYtllEy+ykTv4IplgmgcwyzGbCqpNCc1OQmNLqHbFmJ0IY4txdgn2/S/9MoxdhnHKMU7ZZwlll6Ls78NhmxKKlfC9KzS2jCrl6rXVwyB+NWoaCVplQ7YlMKsYtBJB1hLQthxiV2C8KqpTDc2plu5Sp+9ap+9ao+dSTXOSUh3KUE4Rxkwzcs3ml/YurP/G3eg0aPg8/qauoFarlCq5/Pjt9s7yysrc/NzM7OzMj5j7sWZmZmfm5udWlpf3375VHR4eHhxsbW2tLi4uzc3NTU939QyVVncUS9tLqzskNd+rtLqjvLqjVNre0T28vLK0vb11dHykVCqPjo53dnZXVlbnF+Zn52ZnZ2beaXZ2Zu6d5mdn5mZnZmfnZucX5laXlw/evlUdHsoPD7e3tlaXlhZnZ+dnZn5S6A9LPz8zMz83t7S8tLW9dSiXy+Xyt293/sqkf15lp2fefcrMyTczMzczMzc3t7i0uLW1dXgkV/2n7cSOjtVbm6rZme3unsmCwkpxSfXi0vqnr0WjVCp3dg5beyYtvZIgIxfoaSTZOJ1iXgAxS0CWBLYtQ+zKEDsJbFuC2kkwtgSzk2B2Je9UirHLPkuoXSliK0HtSlG7Usi6mGxZSDHNIBj53mWGNLaOqY7VO9sKgXT4a3YK2TgRtxXCjBzAOAu0KACYYshGgnIqcK6U5lBDdailOtbSXer1XRv1XGV6Ls2GDs0GttWGloXnzFNNvQSFNSMrW/Lf+6el4TNRqdSa1fH+Fq5wglKpPD4+lsvlh4eHB7/M4eHh4eGhXC4/OjpSvNtMSqlUHh0dnfzX/sHB/OJ6e+9MU9dUS890S/d0S/d0S890S8+0rGtqcnbt+PhIpVKqPpgu+Yl55Sd5j49/nvdXAt8X+vtxj3eRf2XS/1Zlf6mX8NOvXqHe31MvL+2Njc1PTC5sb+9/+nNdKpXq4OB4fmk7q6T9ipm/9g1X6Eks8CKdwiggMovJNqWgXRloVwbZliG2pYitBLWVYLbFmK0YsxWjtsWobelnCbGRIDYS1LYUsZWALDGJUUgxzSSc9BVax9VK9dGhuqFj/oFLOuVpuB4rCzNJBR7GUZ6nU8xzQcsC1FqM25Xi9pWYfRXKraY6NtCcm2kurXSndgP7LkN2x1eclvOcWsz49TnLRG6MtLp7+lCzIMZfhUqlXtnY29w++G8X5C/kb+4KfywbW/v9Y8sdAwvdw0vv1TGw8Jt3itfwp6JUqA8PVDs7R7u78iP5p9qJWq1Wq1UKhXJr53BkciOMX6n/wJN00wN5Gk0yTdexLCCyxBQbCWhTDluXI9bliHUpYl2C2Ygx6yLMugi1EaM2ks8SYl2CWJegNhLERgIyxSSzAopJBsHI5y4zuKF1XK1SK45Uw5PbDlEl2PMgulkM9Wk46aa3zp1A4uM4yvNUyCwTsRCgLBFmW4axpRi3HndowngtOLdF377N0L5dn9tO57bQuA24bQlslnKNkxIhqB+fXf8Tm16DWq1Wq1Uq1crGfvfw0uLKb9w2/P8k/ypXUKvV2zuHQ29WOwYXNa7wfwKlUq1QqJXK37KN/OGxanl1t3twySWkAPnGHrrtTnoapW2WRrTMAZiFEKsYZpWh1hUYqxxllmCsIoxZiLEKUWsRyir+LCFMMcIUnxxDlkVkUwH5xWvtWy/vWAY2tI6p1WrlsXJx/Sgkq/aMsZ/eE1/oBs/grttF03DiHS+d297w40jkeQJi9hq1EKCsEowtRTl1CKcBs28w4NXoO9TQHWV0tw7UpRN2bKE7NuhbC8+ZJpm5ZhdIhjbfajoNfxZKpWp5bbd3ZLmtf2F5bfc/B/xj+Le5glqt3tmTD0+svTcGjSv8/fltq9srVKq3O4fTMxtltUMst0TsOptw14NgHE4yiwctXiNW+ailGLUsRa3KEKtizEqIMQsQZgHCFKJW4s8SYilCLEUnxxBDSDbJIz9L07rpeccy6MQV1ErV7oGaL2q8YuoFf2MNXTRju6XEvpbZ+OaefepD/IaHPPDHnkVCzxJhk0zUSoRYl6HsGppDjb6TRN9JRHWuQFzqIdc2xLWL6tx11qH5sp30q2cZRmaZ3tF1td3Tv3ny6rFSqZn3+lEUCuXCyk7P8HLn4GLHwKLGFf7hrqBWq/f2j8am1jsHFzWu8M9GoVBsv92fmFytahjm+qRCt221jOzBZ/6YSQz6IhU1ycXMRIhZMcwQIxZFiFUhbFWAWgpRS/FnCbEQIRZFqKUItRRB5oVk41zyM772Ta8fXEGllMuVNS2Dj2z9oPNPjK39iorb2tsn6ptG47IqH9kF691zgIycwft+yNNoxDQNZuSiTDGVLaE5FNGcCnHnEsylGnWV4a7tNOdOPV7rOfumrzmNl5kV581yr1rzXeIq20Y3f8P1fWZ1NbGkIiCvMqZmOKr2TUTVSGLtSFrtUEbtiLB9oWp4q2vueGJdPbepXtpWbx3+W9ZmOj5Wzi697R5aeneJ0LjCz179R3JwePxmZqNzcLFd4wr/aI4Vio2N3anJ9er6IfuAZPS+NfmOHfbQB30YQX2eTjUuQF4UQaYiyLwItCyErAoQi0LMQvRZQhlFKKPo5AAyLSA/zyU/4Wvf+MAV1MqDg6M3s+t2nhG3HtsJhHVjYwtz88uzC0v9g2+Ky5sC4/K/Y4fARo7E2+7wkwjEJAUxy4Kt8hFbEcopRrkSnFdJc6ylO9bTeXV0br0+r/GsY9NZx6Yz3FqqlRA3STdyyIvJbZ9d2v+sxumbmDHzj7/jm8spneNUr9tJF3mVs87lk26SaQ/Joqto1lU46SV880o8EVk2FS+dzG9daHpzMLaq2pX/Y0eu5EeK6YXtrqGlrqH3wwkaV/jZq/9U5EeKqbnNtr75uSWNK/yDUR3JlZsbh1OTa9VN/f4pgmvmbsQrLOCWF/4gHn+SDT/NB18UgmaFgEU+YJkPWwpPrvKfLsRciJgXogwhyhBCpvnk59nkJylaNzxvv7uvoFYrD4+O17flSdmSqOSCicnVzY2dw4OD/YO91bXV0fGJ1rZBQUmrU1jBmed+p75xJt4PBp4mgKZZFMtSCksKWUsxOymdU6HPKdPjlOnxyulOVVSXGppbA9W1mcpr0bOpMWAILpkl8vwFzV0zx4pP7TZ0Ds+bePG/4mU+zZjmNCgc29XObWrX5mN3mcJTpvJoOHKv2XOT7nhUvvWq3HYrXnISTHoWTvkIJ0KKhtPKR6u612fWjvfkSsU/pRNxcHg8MbfZNbj43hI0rvDvcgW1Wn18rJiY3Zhf2v5vF0TDn4hKpVYo1Ds78pnZpc6eQYGk3so1Su8mG7rmgn0bhj9Ohp9lgCa5oHk+aCmELIpgRhHEKIIYIoQhQhgiiFEEM96/WIQwhCijAGXkvxdinoeY56EWAtQiDzLLJj9PJz5NOHXL/ablq/rW0ZMiKFSq3T353MLGzPza9taB4kh5crvk+PhoZ293eWV9bGy+uXVcUNbD9E6nGjlCN3jw/QDoeQbFVAybF+NMCdVGQrMr1bOv1HOU4g5SzEGKO9diLjLUuYvu2HOW23aWWXbBLOfC4yj/uJqJhcPDT1hFqbN30dwth2r22tC9/Wrs0ne5hy+K5MZFeyaiQ1OxklGiZJWr7CpU3EqVc5XKvVrlWa3wlMrdSnedizacBEuctDfclH4/wVi+bHN4Qb4r/79tDvsHR+MzG52Di11DSz+epqhxhZ+9+s9GfqQ4ODz6nFmPGv5PolSq9nd3l+bn+weGyquag6Jzbr1wh67agbe84O8isBdpiEk2YJwLmAogRiHEEILm3wt6ZxIQQwwxxJABtz6pAAAgAElEQVRFEWQhQCxyEYtc2CIHschGGNkwIxOxzEItM0HzdKJxMvFZ9P/ecr1uFVjXNvJ9epX6+Oj44ODgZHGOH51vSqVcfri19XZ2Zrm/b6KssiUyId+E6WFwwxK46U55EAU9TwWMMwCGELYuh+2qEE4dzq2ncevo9rVUbj3s0IQ4dmAOvTRur75NpwGj5qKF6IVbUVJB5+x/mk/Z2b1o4ZxvaJZv4NBJ8xw3fDV3KXz2WuT09biFawkr3ySu3UrduJu2cT9940nmlkneLrNIzpYouKUKbpmKV652KFc4SnbZgmXLxCEnfg+/cqp/YmPv4P/kon67e/LRqfXOwcWu4R9ZwokrrKxrXOHf5Aoa/kWoVAr54cba6ps3Ux1dY7niZrY3/8ITb+iOB2DkDz2MRJ8lIc/5qEkGbpaNM3Ix8zzEPA8xF0CMfIhRADIKQYtC0KIQsBCAFnmgRR5okQta5ICMHICRDVpkgxbZZLMM3RephKex/3vT7Rur932Fk+QqpVL58ef4VCqFQrm3J19ZeTs+vtDdPVpcUuvul3Dl6Uvgtjvxri/hu1DS81TAooDCLAGsy2F2FcapwdnVmH0V4liFONdjLq24Yyed23XGvv28be15huCicYxDSFF9z8zq5i/ebGjvXGQ4FZw1Lzrj0Iu5jGLuY/peA2e9e8749hr49hv6D54NGPkqcOx80NiF4PFLYZM3Yhe/TVl/mL71JHPPWHDEKFLaSFScUjVHdMjJW+W+HndKbksQDbUMbqxtH/+2r0guP9rZ3VN88iDYH8L2rnx4Yq1zcLF7ZLl7dKVrdKVrdKX7RCMrHUPLcyu7B0fKH0muOJArDuTHB4fHB/LjA7nip2/4JX0YeKJfjt0/Uh4c/+XzxDSuoOFfhkpxfPR2Z3dufrW/f6qhefy1sJXtm3nxmS/lGhe44Yp9F0h7EmlgnGBolqJnmoqbpGKm6ahZJmSeA5rnAuZ5ACOfwsgnM/LIjDwKI4/MyCMxckmMXLKFgMzII5hmaz9L13mS8MUNzxuWQfXf31f4tJKp1MfH6t195crq3vjYfGvbSHZRM8sz2eCBC+EbLvGeL+VFPNk0nWQpoFgXQ3YVCEeKcMthpxLURYK5SnHneqqTzMCp2dC+zoBVdsWu7LKF4IIx39qnvLFr+aPr67V2LZq4FNJNC+mcTsxlhOo1qu/Va+jZaujRZOjRaujRfsaz6+zLnjPevXSvHppXn57PkEHA2NmgyfPBk1dCp+7GLD7ibz1J3zHOPmAWHrNFR7a564y4IUZkW2DBZMvo9uc+gn0gP2roHJc2dm9v/RGDukqFWqlSK1VqpVKtUqpVSrVaqVa/Oz55Ua3eOlAMTG92DC93j6/3jq/1DS32Dcz3DSz0DS70DC70DC90Dy/0jy4Nv1keGl8aGl8aHFsaHF8emt4YnH87MLM1MLk+OL01PL05PL4yPLo0Mro8PLo8NLY8+GZ58M3y0PiJPhb4Zm3gzdrgzNbw1Obw2Mrw6NLw6MrI6PLw6NLw2PLw2PLw+PLQ6PLom5Wd7b2Tov5FaFxBw78QpVp1IJevrm+/mVjq759uaBrh59WxXKNvvXA/98AVuelANXI3eOhv8DRE/3kk3SSeZpaMmfFRs3TYLBM0z6aY55DNc8nmeWTzPLJ5Lsksl2R28k8BwSRH62mG7qPEU9943rYIamgZ/+yyKdVyuXpzSz41tdzXP15V1xGamP/CMQL9lvf/rtjrPgwmGCcRGNkklpBsWwJwiiGuEHEsQpwlqEsl6lyFOdfQnRoMHJrOsGVnWQ1nGLW0R3kPOKLIzM6h6Z8+Dt3Ss/jcvQAzz8e4bZDrAOY5qOfVdcar6Sv3hvNujefdms55tJz1bDf07NLz6Ka69+AevZjHAOY1pPdy4Jxnx6WX7VcDBr4Jm7gRvXAnaeNR5sGzrEOTrD2zzLf3oyYsI1tySloXV9Y+seK7ewdNw6uBWa0ZRXWbm5uf227vUa2sLNTUzOblrwgKlwXCRYFwKbdwJa9gRVCwXFCwXCBYEQjWcgQbOfkbuQXTWfk9uaV99QPDw0vddV1N6fkdca+7Y9M6ovltsWmdcWl98fz+OP5gTNpgdNpQdPpQ9Ov+yPTuyLTO+Ox2fmFvZcfI0FJ3XZcsLb8jNr07Jq09it8ak9YRm9YXx++L5Q/E8Ic+FthX2dE7sjowstxT09GUmtcRndYT87orJqMzJr07Or03Jr0nNq0rnt8dm9ofmzqXlr2RV7icU7gkqVRMzKj/7EWZNK6g4V/LsVKxt3+wsb49N7s4NPRG1twlLKkNjsk1sQu6+dT1q3s8/KYdetuB9tBb/3kI3SSKahqLmcbDpkmQWRpolgGYvgZMX4OmGZBpJmiaCZllgaY55BeZOo/TiA/itK+5Gpm/amj+jL7Cj8qmUO/vH62vrU9NTnb39Nc0dr6Myr5k6km55/KFkYf200iCOZ9glU22LoCtxQi7BOGWwo5liHMF7FwBO1fjzo1Uhxa6fbuhfc8Fm7aLJsWG30U9d46XdvQcHP+wvl5rz/xzt2zUIgt3kkEuXZhbj4FH+3n3pq/cms64NZ9xazF0azVwa9d379Tz6Ka7d9Pcu2nuPVSPXj3P3rOenWfcWgxcW8949ZzxHTzrP3IpeOqb6OU7Cev3kjbvJazdD+27w+V7xkkmlv/joLxqfWunqmcxoXrJNbkxJUeyvrr8W1pNpdoaHGz38a1++HjQjDln4zTF5Lxh2U8yuXNW9nNWnGkWe5plM8tkLTKYy5Z2y5b2b55ZdTwya+R6N4UlSe24dQ8eTzDZ8xynNzb247aceVvOmrXdOstuw4q9YWW/YWW/Zclbt7BfsbCfN7PtufWwwcqhISKlwpZ3Ejj3yYH1ZuwOcX1rfnmphY3s8bMplv2CreOMjf2UDXeexVticRes7Wft7OZtbZaY1iuWtitW9lPGNt0PzTtYvLW6xt/SOJ+OxhU0/JtRqVUKheLg4GBzY2N2emqwf7C9bbC8so2fKfELfW1s9+qmqcfFp27gDTvCdTvgW1f0sS/VOAQ3jcbN43GzONQkDjdNpJolYyZJmEkyZpICP0uiPIqnfBem/TXnjql3Y/Pw7yzc4f7eysry2OhYa3tfvqSJHcDHH7v+7y2H0w/8CCYxJLPXkHkxainFbCoRTgXiWAE5lwNOZYBjBepaR3Vrpjm1GNo2XbWqvfAsDTdyCMvK31V84Ardcy9c01FzPsargZ1acZfOMy4t550bz7g0093aaW4ddNd2PbcOuluHnlsH3b2D7t5Bd/teeu6dBh5d+h5d+h5deh5deu5dBp7dZ737LgQMXwl+cyNi+m7UxN3A1is8ASdKOjz3a7/9N7Z2S9rm+E3bMbWr3KiKsLSSntH5uXX5e82uy+c25HPrh0vrOweHh7/4QTs7fYkJr7++0vPgicrZU+3ipXb1Unt4q9281O4v1V4vVS89VS/d1S/d1G7Oag93tYfXPs+p79mz9AsXog0Ncy9cGvjuyRHbUe3mrfb0Ubt7qL1cVf4eKj8PtY+n2sdL7eOp9vZU+3ir/Hzeujp3ffdt+oWvgs5fTLt4+XMDU84aZLMdc+0csi5+PW1qoXZ9qXbxVLt7qd1fqt291B4v1V5eKm93lbeb2tNV7eau9vA6cnKbMLdM19eX2NnuLy7+9vPqP6JxBQ0a1GqVUqE4Otjf3thYmF96Mz7d3zfS3NwjltSn5ZRFJhc5BKQ+5YVdN/ei3+dAt22Au/bgfSf0oSv60IP62FvvqT/9SQD9SZD+s1CDZxH6z8Lpj/zJV5n3GO6ylv7fXTTV0dHR1vbW7Mzs0NCbmsbeyIzyJ25x4H2nU7cciQ/CwMe56PNSjFGOsMop1iUkOzHAK4GcJYirBHIugR2K6TYlX5kUwDf8TVwSu0anDxU/rGTe2j37wiUNNUtB7KtAhxbMucPQufmcU72Bs4zm2kZ1aaO6tNJc2z4qulu73geiubZTnVvprm0GHp1nXvZ85dt/yb/vmn/HNY9KfdOYl4lVG28/fv95dXO3rGMpRbaV06eIqZ6PLOkX983J5ndblg/fq3VF3rZ6nNsy+bq4YW5u4Zeaam9qsszVOcXQoPnS5eXbRocPHymNXyjNjI/NTA4YZjtW5tss022W8TbrxQHL+MjKZMv46bDRzaor5+NpkDdZJ5VKbbt4aeXW7aPHT1QmxgqT50fmT4+tXhxbvFBYvFAwjJUME5UlQ8W02jV5MXXnVscZvSwYcIfBGLpe28VLyzc/OdBQLwOiBN+6E/rt/cyzhr1Xr218e0/x5InS9IXSzPjI3HTfkvGWabZtbbxtbbzLeiFnmu6bG0/ev9tw7VIKDqTcvzPV1vJ7z6tfQeMKGjT8gFKpPD7a399bX9+Yn19682aqr2+0vb2/rrGruKIpq7AqPFngHJTI9Ax7xvO7bel8zdTh8nOe4T0bfSMbAyO2vpE97ZY9fpOD3bDR/erBPXNuS3vPH1Wug4ODza2tuYWV/sGp8ppu/wThHZY/fMeFeCsIfpCKPsumGOeSzYUgsxhiFyM8Me5UhDjkIJx0qkUSZhRw+Ylfck7N/NL63uH+B64w98IlDTZJgtgVZK4MdmjRc2g05NXoO9RTnZpxx2bcsYnq1PxR0Zxb6M6tHwp3bKY6NtOdW+kurfpu7Wc8Ow08Ws65Vutb8i8zIiQNgz+v19zKW2HLfKpsK39YndO7n9+91rt5MKdWT6vUU0r1pFI9qVRPKdUTCpVsfs87o9E7Kmd09Bdv1awPD+XZWcdS4Qoa1q9PW7hwdu3q+ZXrF1auX1q9em3p6tX5b67M3fh6/ubllRtX1q59PXv+qw4qXoZCyQDRR+tUPEip1cNHDPWXL55bv3ph5fr5levnV69fWL96fuPK+c2vL25eubR57crmtWtz588P0vBOkJxPIriRyaEIVEP/WOCV8xtff7Vx+cJPAwFyPpEYcPmqz7VrKTSkXg8fOaO3fOmr1Wvnl69fXLl2ZeXqtYWrV+a+uTx38/LSjcvr33y9fPlSnx5disJpBC3+zWuj9XV/yHn1cTSuoEHDz1EoFIeHhzs7O2tra/MLCxNT0yMjbwYHR7q6+xub2ytrasXl5dlCET+3IDot2y88ySsw3isg0c0nwdE9luMcaeUUau4WFJKcMTI6pv70fSF+HZVKpVAc7u+vr25MTS529bwpKJF5RQnOPX95+hoPfBhCfpRAeZYNM4oRViluV0q3F+GcTNQ6AXrqQ//W3j34dXvP6PLGhvyD2Syt3bMvXPiwSQJoJyHZ10EOMjqv1oBbpceroTrIcJ4M5zVSHWQfFc2xie7U/KGoDjKqQyPNsYnm2ERzbKa5tCEuLahDtb5tPvbQPyi5Yv/HYz8zy9u5jbMpTdsFw0rxG1XxG7ls7WjwSD0oVw8cqvsP1X2H6n65uu9AXTu3n1gzZxde6RWe2T8wpPqFCTkbg4MCtnUCHanUp7bT0AE6OmiIDpxDh8/i43qGYwbnhs8aDBpQBw1pI/r4KA0bpFKbUayCiqdCFB/dL+MRoIqOd1ORYT101AAdOov0nUd6ziN9Z5EBQ2ToDDZ0Fu83xPsMqR36WCMNrMNImTDRGSCHoHC1Ht5DQ98Fon3nkZ5zUO9ZdOC83vB52kcCIaLvlWsvr13l66F1BtQuGjqkhw6cQQfOYSP61HH6mZGz54bO0gYM8RFD6ggdG8ap7RheRcXTKQT+7esj9bV/4h1njSto0PDLqFQqxdGxfG9/7+3u282NzdXV1YWF+dn5mTcz40PjQ30DfV3d3W0dnU2t7fWNbdW1rVU1bdKajsqa9tq2nv6xN5vr66o/duq9SqlSKo4P5Ourm6Oj082tfUkFJSYvw/AnzqdveujejSU/ykGMi3GGhG5VhFlkgMaRhNscU6eAalnL3NL8zuGe8oOnJVq7Z5+7pkDGcYBNMcm+FnJopHNrDLiVetxqqkMDzmvAefVUh4aPiubQ+BPh3HqMW4fz6k8OIG4jxaEZcWyg2hRADwMs3JNHxlfep56YW39dPRFfu57XfyQYVOT2KQSDCtGYQjSuKBpTFI0phGMK4ZiiaFyZ07sfJV30LZiwi5B6hqX39PSpfsFotwYGhLasJCpaTsObcKSdDrUbwq3n0dYzaNvt58NByXMZYYPM2w1n0cazmMwQqzekSQxpOef0QvQgR/LpGBiQ4ngbCndToW4DuOMrtPkC0nCO1HD5xoCv34TL005DSrMB3nyGWmeIluuDEholCSU5QuQQBKqkYm0o8kPgebD+nH6nrfNMfv5CGLv/BirTQz8IJCejJO+rV32uXuHTkBoa3oIjHXpQ21m45TzS8tW1Pl7ofEnpYrJ79yPDekNMdgZtNKRWGNIE5+jhVHL4/Rt99TUaV9Cg4b+OUqVSKhTHR0fyw8PDvYO9rZ2tjc31tbXV1ZWVpaXF2dm5qamZqamZqenZmen5+cWVja0t+eHhn/TYvEJ+tLW5PTM72zfUW9vaHJFe+K11EHb3JXAzEL0fT3+arv+CT32eePqm13WGX2GpdHZ2evvt5rHyR4P7Ld3TT5wSgBfRgJ2YZF8D8hpovGoDbrket4rGq6Nya6ncWhqv7lP0kzfj9jUgp47EbaSwqxCrHMo9nyd2YR290yd5j4+PW/qmfPl1rvyWMMlkXM1aQv1ObO1WVOVqVOVqtHTtQ0WULweJZ/0LJuwipR5haV09vb+0/vfbgYESG+tkBJbASCMCt1LhJgO4/hzSQNfrfmI2ZGU7mla2LOKP3gFlOLWFjjfSaRIcz6bhwSjorHM6hkwug5FmGOnA4TZ9RHYGbTwL1uNYJzd4ZXFpPTugT0+3iY63GFDr9LFyKliCkhNAoiOFFAIAZQjSgrwPhOupxFaHyPnSknlvk16jKx3nsWa9DwIRUgJI9P76SsCVK3wEkiJoE4q06sGNZ+E6mm4LM3mttGohNGi+qmI5k90KU5rpeBOdVknFBVQ8HCCG3/6mr1bjCho0/M14/6Dy8fHx8fH3VvGTPUm/3371TyvB8fHx3v7e2sbq1MxkV1dfkUTmGZL7zVMf9JoDdsvzzOMQ9L4/aOTpGZE/MjKxtbXx05U21OqW7sknTvHA80iKbRGRIwW4tVRupYF9qZ59Bc2+hsqpoXKqafY1nyKqfQ3VvobOq6Pz6mjcWpxTDXFqCLaVOoxCyCRF+zrPzDF6ZHz15I6G4vh4fnEpTyKzDymwi6jwzRuOqFgJK118JXwTKHwTLJoMFk8Fi6dD3ylEPP2qcJId9R9cYbe/v8zKKhmEyyC8GcLbcVoTnVajT22g6XWjtE5dg4FXeSt5iWNXKO0I3oXhLSi1AsIECBoJAG5aWlEkSglMbYRpzVS9On29SkNaNRVs/o434R+41JA/HR06gOk2U6ltdFoDFZdiSBkMJFPIjmRSIAUsgakyhP59oAEqBS8MpYvWexoXQgMmeWa956ktGN76PhCiJFNIvpevBF68kg4g1TC1FaG1UekN+rRajNx81W2lvGN3Yny3Qbzger2VDHdieDtKrYYxIYzFEAgxN28O1mpGkDRo0PAxVGqVQqnYO9xbXV8dG5uTNY1k5jezXBK/+tYZu84mX7E2d+M3tE5urG8dHcl/3mtp6Z544hxHfhZKYuXr2JWTOVUYp4xuJ6bZSXBOJcaWYuxKnCP9RFE5Uhq3mmpfhbOlqG05ZFNGtCwimqQT7wcSvmb5ReWtrx8qFEq1Wn18fLy5uTEwOJghrOIFC2xCJT45A8HimYCCMb+8fr+cPt+cXt+cXr+cPr+cPv+cPv/cft/cAZuwUrcQfmd3zy+5wk5fn8jMPI4ElkI0GajXDus3Y4Y1VIM6jCojYi13nab4saM212vJRBkNbcLROgwrQdEMFH4FErlaXwYTyIUgvRrUq8POVNLPSuj0UuRGf3zWQnbiTJ54SZwxdBlvgDEZlVaL4WUIUgySE8hEeyLBlwT+JFBCuTFcVLPZkjVoFbZSV7oU+l2jDtT4LrAEIMWTid6XLvudv5xKRqQgvQXSa0cNG3GDahBtMuJNZ0vXGmrXmiRTHo+aQEIjjjRiWDmK5aBIMEEr/PY3A5q7zRo0aPgVVGrVkfJoa3t3dnZjeHipoWk8Lr3ynrnbPQvP3JL22bm3+/sfH8hq6X7zxDmW9DRE1ypPy7aUyKlE2aU0WxHVtgSzq0BtK1DbcsyuAmN/VOU/yO6Ht6G25ZB1KWBVTGIUEowztR5E/c9FeyOL4JrGkd238pPOk0qlOjg4WFxY6OrqzhJWOocJbEMlnpm9foIRl8QGdkgRJ1RoHyrkvJN9qNA+TMTwzngZ8bqvf0D5C7dqtvr6chnmEQAoQql1CL0Z0WvE9atp9GoQkz3zX+gY3ixPHDC91XAZrcbAWhyW4rAQg1Mx0AfUZet8GUwkFwK0apDegBhUUw3LqXip/s02B/+JxKSFgemdkerRJ2erAaiGipVjiAgBCkHdaLKuHZHoSwZ/FEijSygGbdG5i9KicbeYZWn+jJ9RNQF4H1gA6EaRddwvfe154XIcCJcitAaY3oTq1+H0SgLYElSy0d4+52g32dy+XBLWCn9RjYHVOFKMwa8x0I94KuSOxhU0aNDwCSiVyoOD482t/amppe6eUVFZvaRSNj65uLW9p/iFDRBauseeOEWTHgcTLLK1rcUku1LEVozbFGI2ItSmFLEuRWwkqE0Z9jGhNuWITTliU45+rzLEuhRlSWBmMWBZRDIrIDxL070X+j+XOPr3XJOy6mdm3+7tHanfTYpVKpX7+/tLi4t9fX35xVVukfk2ocUuqe3scInty1j/iJSwhKzQ+MzQ+MzQuMzQuMzQ+MyI5Nyisprp2bnj448/+rDc35tqZfYKJuehSAWC1KFoDY5U4GAZiDfZ+Y5n5b6Jixjyt2kywssQShlKkSBgHgoloJSXoK6dzpeviIR8MlxFRhoBrA7BK3G0jAaVIqQSLd0ahnW7rUUDQixH4TIcFqFAHkzMArRCSVrWBN2XZLLgJ4EIqeyWeU9E5pxE8MaP3XoeKoOh94GZFK0Q0mmnixedLl0KhSlCFKlCkDoUqcKRcphU9Q1jKDp7Vpg/nRXabXWlAiGWY5QyBChAoBQU8CZ+GXznen997Z91Gqk1rqBBwz8KlVKl3N3fW1pamp6emZ+b29rYODqS/9K7m3tHHvLCyff9QdMMgFEIMUWotQC1zUZsBKhNEWotQm1EmI0YZ4lxphhniqlMMZVZTLUqwZmlCKsCZFWCzHKYWYFal2PWEsSqCLHIRxh5kFk2+QWfYORPuvD863vmITGve3pG19e2j44U711B/a7HsLy8NDgwICyt9oguYAWJmf4Cn7CkErGwsaGuob72vWQNdZ3trePjoxsbG7+0oupcX28i09Qb1k2HycUQSQqTpQhZghJLUUoZSVesdaqQcLqAol2EkiU4pQQiiSBKLgTEI5SXAMFO+0sfXZ1MIqmMQKolUWoAoBwil6BAMQ6LcagYIBSTSRIELkHAYhQugIEsgJBO0gokfGlF1HYjEjOJ5B8FYqAYJhaRdEVE3WIiQQJBJQj0QyD59CvCF7xLF7hfX/CHCTkwuQwiV8HkCpRcgpJKAZ0SXaIYJAuB0wUgoYQKSGBiMUQWQEAyAngTTmlcQYMGDZ+HUqmUHx7u7+4e7O8pjo7UvzwJqrl35IF9KOVbX/TFa8S0ALUUIqw82DYLts1FbAsQm0LEWohZCzGmELMSYpZCqqWQallEtSiiWpYgzAqIVQkySyGmBGGKUctChJEDG6dBzxIpj6K/uOX35QWre89ZfH5qe3v7/Nzc/v7+z0exToxhZXl5cHCguKLWJ05k7pkWFJvZ1tY6NTU5MTEx+Y6pqam5ubm1tbWPfs4J8329iUwTT1AnGSQWUnRLKbqlFJ0iQFtIIQjJQAEA5kHkXIiYBxKEIKkYIAsBIAsA4iHQi0yw0f7Sg6CdRCQICcRSElFCJhYBhHyQlAsCeQBQQAEKyWAhBSikAIUQJICgDAqJT9T219VikHQdyYRkIvEjgZSPB6YStf10TttfvGj/9QVfUPc1SBBRdEspOiWAdiGoLaSQhGQwj0LJgUi5MCEfJIgBohig5AFAEgh562gF3breX6dxBQ0aNHwWKtX3+lWae8YfciLId/2R5xmQSRFoKQZZ+aB1DmiTB9kUQKwCiCWEWYWIVSFiWYBYFmAWJypEGUKYIQQtCmALAWyRi5q/Rk2S0efR8KNg4m3PU19zgFuOL3iRWQJxT3fX7OzM7u7OL13KVSrV4eHh2urq6OhwZW1TUJIwKUs8MTFxMpVr/x0n07qOj49/ZabvSn9fEsvcDSDEUUg5ZEI+QSdP53Q24XQWiZBFAl+T4TQA4AOkdAoxi0QQkMgCMsQngZFkyEWXxNDSciDpRACkDICSQyFnkHXTAWIaSEmjgOlkOJMEZ5HgTBKUQQAyyWAGiCRTwFhdXW9dgjGRYE0hRkGU158cGKOr81JHl3Pxsv3lSz4gKZlCzCXq5uueziGcyiRpZZHImSQonQzxQXIaSMwgE3NJpHwy+JoExJJhly+1gu7cGW5u+hM3CtO4ggYN/1qauycfcqLJRoHQs2yKsYhsIaEwi8isPAozl8IUUKzyAGYewBSAVgLQIhe0yIXNc2HzHISRC5vnwOYZqDkfM0/BTOPRZ+HIwwDorqv2ZQvsls1jdkhIoriypqevb2h2dmZnZ+fXZ+iqVCq5XL6+vj45+aa5vau1q291de2zJ/Uqlfsz0/kv3XggyY+gkwgAfABIoZASQHICjCTC9HiUHoPj0Tgaj6MJAJhMhvggNYZC9dQFWbqAMZliTtJ2pxAjETgWQ6IwKAyHI3E8FqfFovQEhJ54IpQej9KiEWooiHpp63B0dJ8AlBcUggdIikCgTw3U0rbV0vb47onnvQf2RJ0QMikZANIAShJAjoeARARPRPRiMVoMFTuXOnUAACAASURBVIvF0QQETgZAPojFA1Q/EmLx/05FMywXx8Y+fXfuz0bjChr+M2/it/+//7d+Kf6v3hNKw59Mc9fUQ04U2egV+DSL8qKIwighWwnJzByKVRbFKotimQlaZoGWWZBlJsR4DZmlw2bpsHkaYp6GmqWgJjHY81DkUQDlrhvhui3pKuPcd2xzp+CIZEFxmayra2RiYnZ5eWVvb+9Tru8nxrC9vb22traxsXFwcPC5v4VVCsXB6lqXqDDi+SN7gOykS3gJgp4Q6IxATgjmDOPOCM7DEB4GOSGgOwC+BCAvAGVrAyY6gMPNB4HW9rzbtyxhkAuCjijKxVE7HGXjGBfFHGDcCcZdINwFwl1g3BHGHVGcjWDPtU7zrlwPZvPs79yxRD49EH1+Wsvh6jfZYQnJLwOcL13iEAnuJJI3CHnAkDOCOMO4M0x1QDEeBjugoAsMeIGgNwV1IMBmWmTn67dqc/M219aOjv60nVA1rqDhP6NxhX8oTZ2TD+wigNt+8OM06LkANC8ALbNBKz5klYJYpqIWqahFKm6RgjOSUNM41DgGN41FTaLAJ6HAd37gPRfKLTZww1r/vr2RhadzQEJ6TnGFtKGjo2d8fGJ5efnt27c/f27uV1CpVAqF4ujo6Pj4+Dc8/adQKHa2tmZHhluE+ZnubnEMRoKVVSyTFW5tHW5tHcFihrOYoTYWoTaMCJZ5HNMi2coyztzS75nZSyv7qOC49NS8xODoYGtuwFMzvyemns/NXV+YO78wc31m6vHU1POp6cvHpi8fmXo9MnV78ML58QsPM6uXLHakX9jr1LzEoOgga3v/J6a+j009npm7PDd3em7m8szU/WOB7maWPtac+OCYgvzy/CxRqn9YkKmV/4NnAY+NXz41/f/Zu++uNq59b+Bv5FnPXXc9954TNzpISKIYcE1zimOnOI67TW9Chd6NTTe9dxC9d4EoAgkQ6g2EUJeQ6E1d8/yBbbCNY8dJTs5x5rN+ywvLs2dG27C/M3tGQ8ydh7G3H8bdfhhz517U3Tsxd24n37pT8Mi7zM8/55FvPgrbW9+wyOWura+/7UasPwCYCqB3A1PhIzVFEfwcnO70bRz8ZjH8TrXLoxqEbyncPw/u8wxxPwdx7xn8bibiTjri9lPojSSnH2Idvo+yvYo581Wo47fIC79gbwSnhKdWFFT3dPVPTZFodBpLsLioVCi2t7cNBv3bnlb06ywWy4fNmFsAi86o06xqBDweY3p6bniYPDg4MTg4Ojg4Ojg4NjhAGBwYGRwYGRwgDA4QBwfIgwPkgQHi0FBv/3BTP6FtkNjZMdJR391a3owrwVWVNpaVNRaX4UrKcKVlDeVluKqyxqoyXFUZrrIMV1aGK69pqWvpbekd7Rog9nQSuhp62iubm8oaa8oay8ubSssby8px5eW4ijJc1Ys62rBjcGJwkjo4RunqHm2t72iqaKovw1WWNZaV48oPlizHlZbjyspxtRU4fHvX3NAgaWiINDnBYrOUGtW+9q2X3P8AYCqA3g1MhY/UFIX7o3+Cw+fB8Osp8B8y4DdSYL9Ew35Bw29gEN9HIK5jENfQ8O+QHj+izt1Aef0U+vkd7M8hjzGp5UX1Ay3dk31DpKlpBp2+sLAgksmUGs3qzs62Xq//wx4T+xuZLRatTru2ti6XyaTLy8KlJcFbSri0tLy0tLy0JBGJpHIZZ1k6RRcQptkjBCp+eHZgiNQ7ROoeIncNkbqGSB2D0+NTVDqTQ6Wx52nseTqbymDT2DwWXyCQyCRy9bJQtsBd4jK5LBqbTmNT6Zx5OvugqAf1SkMuiy8QShRy9bpsZU2wLONyBCwGl3awDO15k3kGe57Bnqez6Qz2Am9BvLQkWhZKZFLN2qpWpzX/eZEAgKkAeh9gKnycLLNMjm/kk/M/ID+7Gf/ZrcTPbkV9cS/0qwcB17wxP/rE3wtOCY3LwyTmJ6SXZRXWF1e3dA6MEYizxGkKZZ7J5gqEQplCoV5b3djd2dPp9L9+g9C/6C1ZLAdPQd/f39/d23uldl/Ui1f29vb29/f1er3RYFSv7dK4ChJdRKKJpqjC6SM1Obe0LFHrddq9Iw7uiTKZTAdb1Ov1Wu0rC7zNy4YH50Umk/Fgb3+lycGu7u3vv/MurD8GmAqgdwNT4WNkBsxShXxwglTTMlpZO1pRO1rZ0Fvd3FLbiqtv62psxff0TY5Pzk9NU6eIszNkCp1K57DZi4sLErFYvaLa3tzU7u0b9HqzyfTOW2D/I2xsa9kC9TxHSeWpqNzDmmMpV1bf+aunPyJ/o1Q4OrQNha39n/85qJ2hFwsceXEtGH/cKvA7Lxd4c5nD9Qu1l/9n7bVh9OjKLxebAEAf/OrW32cTb/X2Vs+3e0W7dHT553u4VSA8+qqp4MrakfUc7ttbuu643Xvx3t/dS+/R4X9up/3dmS2WPd3+inpVIFCxOQoWW8LiLLB4TDafyeZwOJzFxUWRWCSVSqUymXRFqdhYXd3d2tTt7Rn0erPRCFjMH0cYHLW9o+MuaeY5ShpP9bIobDAV3nj1I/FiPNK/OvYdjDKmN158fXA5OkIdVpj+jfVrg18ZyIA3Rtu1I4u9MsC9cxPHeler51s/8nbefOX1gfV5vciSt3fdqycQb0TCmz35K6t6tcP/3E4DAQAAACazeV+r297e29jYXl/fXF9fX19f39jY2NjY2Nra2t3d02l1er3eoNebjEazyWR5j0/G/afb3dPzl1ePBgOYCse8+pE4GI9eHTIOjj3XLl/ZOnrg/Obx9Yu2R8ej521fjmXPx7srW68NSS+GrSMH5oej5+vH47++ibe/qV9t9Xxzz5d53uToTr6MhFf2XB/8aiq82icvRu2jZyFC7eVXT0qeNzymJ9+xqj+100BHWJ4zv2Q54q/eu7/GvtawKF57GQxgKhzz6kfizREKAF4OiK/Opbw6jL5j4uLFSHrcCPWy7WtzNS+3+9s28Yb3bfX67NYrnfB8UP6VywbHd93rvfRee/h+q/pTOw0Eeied3rgkXT+4xgCmwjGvfiSOv2R6zCgJvD7cvGVi5NhpltcHo+PX/4GbeN1vaHUw9G9dvvLmaPuWsfWdXfe2sRt4cz7q+EsUb13Vn9ppINB7MRhMIvnmPFcJpsIxr34kPjwVjp1zf0sqvL7+tx63fsgmXvebWr0YQ1+fWnnrEPyurnuRNMdN8rxW70yFV1f1p3YaCPS+jCazVLk1x1KoNGAqgKlwzDHpu0aZ35UK77eJ1/2WVsfednW4kg85V3gtFY49dTh+BumPSYUP6zQQ6Dcwm80S5ZZ6be+v3pF/ITAV3iMVfmWq5D3X/75T5O/YxBvet9Xh7NbBdl95v+97TftDhvI3Iue9VvXndhoI9JsYjWbjW36Z3ccJTIX3SYXjbokBDgap9xzvXj0YP5z6+G2beNN7tXr1PR40ObqfL+8LenXnX78H6b1S4f3uGnrXacef22kgEOhXgKnwXqnw8oD6t8+YHz/bHoz/kE0c552t3jygPuYQ+/i7/n9TKhy3J29+wuD3XKL44zoNBAK9FZgK75kKh2s4rFdnS371sRBHB6+Dse9DNvHrb+24Vi8+kHHs1Y7j78d9/8B7Yyh/9aNnwfhj3uZ7r+pP7zQQCHSsv1Eq/HsBr5R+ALDTQKA/H5gKf43nMzbgUe1vAXYaCPQvAKbCn26peOvYzxKDN8/8CrDTQKC/CpgKf7rXZ70Pr8SCD6Z+K7DTQKC/CpgK/xJvfwIE6K3ATgOB/gpgKoBAIBDoEJgKIBAIBDoEpgIIBAKBDoGpAAKBQKBDYCqAQCAQ6BCYCiAQCAQ69NZUcHd//m9ggQUWWGD9fepg8H89FajUv37PwAILLLDA+kuKSn0jFQ5sbPz1OwcWWGCBBdZfUsekQjQ4jwQWWGCB9Xet41PhxT+AQCAQ6G8ITAUQCAQCHQJTAQQCgUCHwFQAgUAg0CEwFUAgEAh0CEwFEAgEAh0CUwEEAoFAh8BUAIFAINAhMBVAIBAIdAhMBRAIBAIdAlMBBAKBQIfAVACBQCDQITAVQCAQCHQITAUQCAQCHQJTAQQCgUCHwFQAgUAg0CEwFUAgEAh0CEwFEAgEAh0CUwEEAoF+BwtgsfzV+/CHAlMBBAKBPoTFYtEZzXqjBUwFEAgE+ruzWCy7WpNqTb+9bwRTAQQCgf7u9nQmuUYvVGg394wfVyiAqQACgUC/hcUC7BssijX9knxfqNjfAlMBBAKB/rbMFmBXa5Gv6pfk2iX5/rJSC6YCCAT6yJkt5r96F/5NWSzArtYs0+gFcu2SXCtUaMFUAIFAHz+ReqVjeqZxktpJE3fQZG0USS9NOkST4GkSIl9Dk+4K10yaPWBTC+zoAK3xr97dfxWLBdjTmhUa/ZJ8b0mhFSrAVACBQH8PUxzenaTs609wQR2L/t1inzZBSDsf08aOaGbHdS4n9UhSB2T5o4qKMQVuStUxpxrjri6odCu7gP4jGx2PsFgsu3tmuUYrVGiX5PtCMBVAINDfxziNfyu+5GpKD3JwPXYeiKdZ4ueMiWR98pQ+maiLG90K71tBd8ow7ZLoTllMx3J0Ez+tR1Q6ttI8LScy5ezl9Y29v/o9/KEsFmBXa5Sr9UuKwzwAUwEEAv0tWACAQF68GV6B8K/7LINzs3nPZwgIGgGCh4CQYQBFALDjQNQkEDsJxE8AiRNA0pghbmA7ukcT0a5ANQgj6haSGhfze8TtUzISf0u9BfynX6OwWCy7WrNCoxfKta9FwstU+Kv38Q8GpgIIBDpkMQNjROEddK3Lo2bX8HmPJ4ovinauVe7+WL39Y+3Ojw37Nxq1t1q099t03h26gG5D2IApchiIJQBxo0DMsDGqX49u3/SvEflXLKCqF7I7REO0FbFa+1e/rQ9hsQBms2V7zyRT616bODqSCvsbu0aT2WL+S+uPPVkBUwEE+luwAIBAvtkxOidS7f7KYmYTQJgQ3g3Defl0e4Yz4dFLLokSzyeiS+lLl7OWL+ZILuVKPyuQf1mo+KpI8W2J6odKza26zUctWv8OfWCXMaQPQA0B4SNA5LAB2bbmU8rDVLGftfNG5pYVq7rfs/8Gg0GzurGz+6+bnDKbLDv7Jplat3TcWcJBLcn3Fau6tS3DX1ibuwaD6Y88JQNTAQT6+K3tAN3ERVRWx9eBz9IbZpWbbz24NJuAkfHl22HNXj49Hlg6LIoPj11wS2B5JlA9EqnuiTT3JIZHMssrheP1hOv5hOv5lH8pa/nLfMW3JSvXytZ+qtq63bD/sNXo32UO6bGgugzo1nVkzRKqmJLZxO4iiiVq0wcc2BpNJsaivH14TiSR/p5++E329oyKVZ3wyCmC6LB0IoVOpNCK5PsihVasfK10IqV2+UiJlFrx4WI6sVL3RpPDeq3tW5o/X4NIoVVodHoDmAogEOi98WU7T6snvwktPfvg2fXYtl+eDNVPaPb0xy9sNgHDE+Kf0S0ujzoQqDnnaA4ikeOeRDkbT/SMn/SMJXnGznjGUbwSqJ6JNLcEOiKO7pLIcnvMc0tZPPtUcP7pwpUMwfdFyhsV6z9Xbt3HaQM6jCGdxoB6zYMC7qMC+uMW0QR79TcFg9Fo5EnXy/t5WbX4xaXl398hJgDYBwDt87JoAUAHAFozoDUDWgugNQN7Oot62yRYMy6rjVKVQazQihVayYpBoDZwVwwclZ6j2ucodzlKHUdp4CgNHNWRkus5kv0luV6mNkpVepF8X6LUidQGvtrAVhk4Kh1HuctW7HEUeo7cwFEYOIoja5Dr+TKdRGWUrxjFCp1QrhXJtVKVYUlt5KwYOEoDR6HnyLUcxT5HoeXI9RyZgS01CFTGjV2Tzgy85b/0NwNTAQT6aGk2TQ2DVO/HLR4Ps10eFXuFNv+cNftLDuNh7twcfxM4bmw2m4BhovgnbDPMrw2GJTtF02EJNLckkmfi+Pl4woWYiQsxU+diyV5xsx5x8+5xVNc4GiKWAY9jweI5iESORwLtYtzM5STK56ncK89EXxWorpVt3Kzbv92gfYDbv1+7dT2bF5Q72dA1vrK2+T5vQa83cEQa3JTySTMntbSLt7AI/I4P2Yn0xk6htGpJUiPXVIuU9WJZg0xSKRVVSMVVIlnVsrxKrKyUqCulq/lCRa5Qkc8UNHFkTI2JqTa1cZTFdFH+giKXL8njLxQJFvIWRLl8ac6C7NmiLHtRlr0oe7Yky+XLCriSEraokLbYs7TKXweIkt1qmriALclbUOTwhAUL/ILFxRyeOIcrfcaXZi9IsxakWYvS7EVpLk9ayBEXM5dKaUsz8n3xioGzamrnq/Jpwjy+PI+nKOBISviiPL4wm7eUwxXlsqU5bFkeX1kmVlerVqtVK3XLoinN2u+cZQNTAQT6CJkAgMSUPC4ZunA/3fmXNI/AWveQ1guRwzfyFx5Uq66nzT2pm1k/7uYZswnAE5d/xNY5+zc6hxOdoiiw2PmzcaTzcZPnY4ieMdOeMWSPmBmPmDn3GIp7LNUtjuYaS3OJpbnE0l3iGB7xNK+4ubNRJI9YilcS0/Mx9/xTwWfZ0m8K1NdK1n4s3fihWPVD2sy1sNLMunHZ+juuNBiMRrpA3TClKiFuJtbOx+W0zFA5G9vanX3j0drVmnZ1Jp3e8CuPtDYBAG11LYlMu0OgBPDFYQpNoEiJFCuQcrm/UuKnlAbJ5SEyRbBMGahUB6hXH8qVoSsrPiy+D4GSNs1PmeA+Gpj1py5i5CvBMmWgVBymkoYpZKEKRYhCGaRUBqiUASploEoVrFwJU6pDxPJrU5RHo3PPSAuR+PmHBGqYQIZWqv0lkiCpKEwpDVPKQ5XKYKUySKUMWFEGqBRBKkWoUhmmUHlzBV8PTSUQ2ROizULK4kP8jA+Vj5avhMpWkBIFWq4IVsoCVqQhSjlSoUTKlSEqtY9K/VCxEihX+jB5fuNzbQtSw++4AA2mAgj0sVnZMpa0k25FVJy9k+b+sMArpNET1eWGGvCIGP82k/egds27Svowc7CbvKQ3mV5razYB+EnBj+gKZ58aGHYMEjkLj5r3jCKfjyR6RpHcYuZcYyiuMXNuMRTXGIpr7Lxb7LxrLOV5xVBcYyhn46hn46nucVT3OKpb3PzZOJpHAuP8Y/bl1IUvM5e/zZN+n7twPWXyS3Tj41qSfP2tx7Vms4knWa+bUFRT9itntuLr5rPbyAMs+Yxsb06+/7IoCu28cn+IKqKxF/X6t06irBqMuaT5r2o7b84tYfYBLABgASAKAMItQDgARFmAOBOQYAQSjECcCYgyAJh9S4IOCBOs3eqhfJ3T+vkz3Dcdk77Lm1gjgAYAFACEA0C8CUg0AglGINYExJqBGAsQZwESzECCHojeAG7R5Jdq+79IL/mmtPnWjCBs24IFACQAhFmASAuQaAQSjUC8CYgzA7EWINYMJFiARBMQvw+EyXVfDdG/LGp+PDBzp6H7au9UoHwHawYwABAJAOEWAAsAkQAQaz7c4XAdEK6zxGktKMH61cZx/9pBnnLjg79/wFQAgT4e6l1giCYMy+t3vfvsrE+pe0AtPKDRFdmDQA/B0aPukdOfpzB+LpL616n9y+ZD84dmlzaMr87HmE3A8OTCT+hyZ+9qZ9SoI3YGFknxiCSdi5j0iJxyiZ5BRM8iomZcomdfluuRcomedYuluMVS3GLnDsoleu7gRY942rlk5sUnnM+fsr56OvdFdO8574Lybur+cScMJpNpQbKOm1LWzO03s03lRDWOJJ1b2WVsGRlbppfF3DYxd8yDgo2EyuHm7tGdnZ239QxvZSOyY+R8WeeFIc4X3O3vlJafN4HbG6ZfVo23Neb7arO3yuKntPgpLL5KwH8V8Fsx3+Gsf9vP/bx8zD2u2iWu1KMWf3Fa8rVI+8MGcHMHuLtl8lsxBynMgUqzn8rst2L2VZsDNJaQVYuvWPfjnPpCHxeW3+Uame6VUXmpn/EFa+OayvzjNnBz23Rv1RSgMAcqTP5Kk6/qoMyBGkuQynSXu/X1uMQVRz77tOZudu3VwsZzLcRPZxTfiA0/rQF3tiy/rBturZruHeywwuKvAA522F9tvs1e+7aPe75g6Pus9l4y54N/RRyYCiDQR4IlXouvHL6CLbW/mwP1qXMJ7XRB98OQgxDkMBQ1DsNOesTMfppMu5rBe1AmDaoX3s0bT2piKPZfmUd6kQplkIeVTki8PXoaEj7jFk70xI65h08gIkjwCDI8nISIIL+tXKNmjhbi+fIzrlGz7jFzHrHzXolUr7jpS7HDrg+LbmAr5rmK196IyWRiL6/WTcirZnY6FiwtHF0nd5O1o5cDgORFiV/8SV3TVRCWQ9Jbapp719fXj+0ZiwWgCleCqnvc8tqcW+adhmXw2e2zzF0v5qYnc82DveHF2rrI2PmUvvspbfcyffdTzt4l+jpskA9rmnEu6LcOL7JF5TgX9UK62c7TanfWnhd/5wJn4zP6xhe0jc/pG58yNi4zNi4x1i8zNj5nbF4gKaE97FP15NM5nY7op85x+QjctDNe7DK/dZaz58nZuEhf+4K28SVt4zP6xuXnbTc+Y2x8Rl13H122a50/UT4GeVp7LaHg06eVrjVjTj0LUOKaG33Xi7XjxVzzYK97crYuMHY+pe1+Rtu7TNv7nLN/kb4OH+TDcWSH7O4LKfVNoxSz8QM/XgemAgj0H0+5vo8bmvFOqXO59xjmneuObIUje6Eh/VAUHooZh6CJEMy0U9gEInzqfOzMF8nUXwoW/evEwfW8O9lDXTS57sgjG16kQinkYblj6IAtatIJO+2CmTiLHnXDjCGwRDh2Co4hIrBTbyvXCPLRcokgIcKnXcJJB391i5x1jaXAoqYRmCGPYJzrzce13bNHb1a1WMwLss26CUXlzG7nItC1CHQJjONqE2UXmN0GZl4UeRsgbQMjSn3FtCq+gR34tKmyoVOtVh97gGw2AfOLyoCKLvf8LkQLw7Zr2WZA7jgsgxFE0PEl60nRmQnpGYLEZlTuRJDbEWQ24xK78eXT3VTbpimHkv6TkUW26GeIwj5IC8N+QOQwJoeMS2HjyzCCEDK6ZI1fPIkXWI0J7caFtoRFh1GB3SDvTPv8PxpIJ/I6HdBPYbF5LvVTjl0L9nip45gcOiZyHltyJizZ4wWnhwUnRwRW40K7cYHd6KLDyKJ1D/Nk89z/VI07pNZ+G5d36WnF2ZpJp44F6z6pHV4GGxXDx4Q2E0v/GFv+X7z45JDUGi+3I8jsJqTWhCWrHppD45RVXrdnah2OMGPUGz7s2wlMBRDoP5jWDEyxVzB5A+4Psp3vFbgGNLgGt7oFd7oj+93ChmFhI1D0uHM4CRJOckRNQlBjLhjCWezo5bjJa0+nHhbM3E8bDE7vZIsO56BfpoLTw1KHkD5b1LgTluiCGTuLxruhRxHYCTh2Eo6ZQGAn31Yu4VNHC4ElvlieCMdMwrFECHbaIYLsjCW4BTc7//w4LrdTqXl+dcFstixKNFVDiwWE1SaWoZllaKSbmljmNp7pZbXyTK08UxvP1Mw2lBLX07rF8fXswKfN5fXtSqXy2AvOZjMwtyj1rWhzzW2H46h2bYt23cuQHgGih+3Sw3Tq5jj1Ln05KvlpcMm1YwnWuQDp4sJ62dDmGfe6Sc+CXkd0vh0y3aWwx6lp3q6Tb9+3AOnnu/ay3brYHkPCAKoygSL8aoDj2MVy7mLAO+iwFqpz/Yxj1bRTRrtzyGN4zDNEzYR9K9Oue9GxfxHez3PrYbn38L6blEQx5JEU8U9DHFg307mTjminQxvnoLVkh2KCa1L11eic88nFrhVjTi1c2y6hY+8SvJeL6GKeJSz70leSmOrYeeU9/PLZDh60mwftZjk3z56tm3TJ7vg8ubpxmGTQfeCtqmAqgED/qVa2DKV9zO+wOMdbBQj/FnfkECIE74rEe4b2ewb3uIcOuqEILuFEWPiUI2oCGk5EhI85Iwcc/VudfHDu/rWej4o8fnn6U1D2+KzY/OKqs9kEDE3yvkcVOdwvdgjptUWNOWGJLpjRs+ghN/QIAjuBwE7AMeMHXxxbLphXCoEeh6PHEJhxBGYcjh6DocbswyZssSQn9CgssNHxxyTvqCIWV36wdZPJROFK0+qIURVTmd1L+fiV4vGtorGtvOHV3GFN3rAmD7+aj1/NH1nNH1nNG9Zk9ipSO0UJDezAp81ldW1vTQXAPCNcflTVDM1udKiesmnmOHYuwru4bu1zrs0z7t1cb8pan2C9gcj3aOS6NbNd2uhunTREw6RH5bBXdotjaIZ1SDI0r9W+Ycq2jeHQyYR10d3bKR7N1JtEcTZT2aPYaJoX/NQx59xKcW+ec60nuVZNwkrHII9xkMA4p6g0p/JBm8Y5+3aWczfbrYvu3kL5fHAhTbw9xJcX0oX+fVT3Nopb65x746xLzZRrxQQkd8A1uuTbqEzPpAKn4gE7HM2+g+/czXftoLk2ky+NCJ6wNTjeOntjp4cpvdLAgLUzXdrmEfWTnpVDrqkNn8cV4waJBh14rgAC/Xv7Ax9WozUCJKYoMr/ngl8R7H6RS0CTa2gfPHgIFjqKQI66h414hI24oQgu6Ak4lugcPumIxENDB+GhPbDAFqh3NfR+MeRGus0X6K/uPy*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" alt="" />
图3-3
Parallel joins
最后我们来谈谈SQL Server中的并行Join.SQL Server中对于三种基本join: nested loop join ,merge join, hash Join都支持,我们分别说明下他们的优缺点,在今后的并行优化时,你可能用到.在这里我就不复述三类join链接的基本算法了,不懂的同学wikipedia下
Parallel merge join 如图4-1
将参与join的key(两个表)都进行hash化,然后同时进行匹配.
并行merge join几乎无优点,缺点倒是不少,首先是需要merge exchange,其次增加CPU本身对性能帮助实际不大(参考相应算法),而且merge join还会增加并行死锁的几率.所以实际生产中我们还是应尽量避开merge join.
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" alt="" />
图4-1
Parallel hash join
Build阶段,如果数据量小,所有broadcast到所有threads中 如图4-2-1,否则就将join key 哈希化,进行匹配,如图4-2-2
这里应注意parallel hash join是Non-merge exchanges,且随着CPU的增加,性能是线性扩展的(具体参考相应算法),但在parallel
hash join中应注意可能由于统计信息问题,复杂join导致的hash join在构建,探测阶段都有可能因为内存不足而溢出的现象,从而拖慢查询.关于溢出可以使用跟踪,扩展事件捕捉等.
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bGRmmGjo5OQ0PDwlakV155Zc2aNYWFhdiWqKiorVu3njt3zt/fH4uirq5eU1ODFQsEQTAXfsOGDdu2bVNRUUlJScEijo6ORkZGnjlz5syZM/r6+iEhIS+++KLSczly5Mi2bdtUVVVVVFTMzMwwR6+7u/ubb7556aWXDhw4oKKicuTIERaLhYVva2sjEAhKs69cuaIUO6FQWFRUpDxYMpm8f//+Tz755NatWwDAZDK9vb2xC+Tl5fXCCy+cO3eOx+PV1dWdP39emaCVlZXS2RwZGQkJCcG2nzhxIiUlZTGXAQAAJiYm4uLiDh8+rKKicurUqeDg4HfeeWfnzp29vb1qamobN25UZmRkZLRQpn+Rzs5Oa2trLLyZmZmrq+v69ev19PQWuxUBAKC8vFxFReXzzz9fu3btoUOHLly4gFl+5cqVl19++ZNPPmltbU1ISHjrrbc2btwYGxvb3t7+6aefrlu3zsTEZGxsDCu6u3btwtzGlpaWGzduqCzAxcUFAAYGBnbt2vXiiy/u27cP206j0ZY8P0eOHHnxxRf37t07NDTk7Oy8YcOGDz74IDc3FwD6+/u9vLywpC5fvuzr6/vCCy+cPHmSzWZv3rz5k08+URrg5OSEtRVUVFR88sknL7/8sqmpKZvNVlVVffHFF3fv3j0wMLC4JUpQFH311Vex9woA0N7ebmFhocxIX1+fQqFgu2ZnZ8+fP3/o0KG1a9d++eWXypsak9TXXnstKCiIRqN9+eWXL730koaGxgPr48t/M85gMGg0GnZaBQJBf38/j8cTi8UsFot2j9HR0eUcJ5fLZTKZIyMjWCwGg7Gw/j4+Pq5MEGv2WsjQ0JDyF2Nubm5gYEAZZZkPzImJCRqNNjg4ODw8jEXErpNCoWAwGKOjo3Q6Hdu+8O2bVCpVZqS0AUEQJpM5Ojra398vFAoFAsHg4ODs7KxIJFrSmKmpKSw17AoNDQ3RaDQ6nY49CRae84UIBAKlGfdVe1EUnZycHB8fVzZ0TExMDAwMyOVyFEWxKEo/DgM7eyMjI9jKwncFs7Oz/v7+/v7+oaGhhYWFBw4cwMp6S0vLxo0b9+7dW1RURKPRlM1eWLPm6Ohob28vltfC9pa5uTml2VNTU/cdFJPJVB6sSCRiMplKl1Aul9NotPHxcQDALg32eMBOF8bP/Vls++Dg4OKX4OdRMK2ZnZ2l0+kikYjP5y8sYAvPzyLw+fyF4UdGRha+r3sQXC6XRqP19/ePjo4uvDUGBgawAiYQCCYnJ1ks1tDQ0OTkJHYnjo6ODg4OSqVSbJ1Op2M1XACYmZmhLWBkZAQAxGIxnU5feJmWrBHKZDLsyjIYDIlEMjIyghUYZQnHrpFSBMbGxuh0ulQqnZ6eVhbjhRnNz8/39/ePjIywWKyFlt/XQPfz81N6j9zc3L179yo1EUtTmdFCl1Yul2O3M2a/8qaenJzEFGB8fFwkEmEH2N/f/0CHb5V3JMJZnJ6enkuXLl26dElLS+vy5ctYJQAAXF1dsVaq8vLylbUQZ1XR399/7h6amprKKtcjApdLHBwcnGWByyUODg7Osvi5XE7q66fj4ODg4PyUSX39++Wy99QpHRwcHBycn9J76hReGcfBwcFZBnjbJQ4ODs6yWEVyicKUAGlnS+qYgju9M6WdnJLW4YJGenZNd23noFCEf8MSBwdnUVaRXCKQTZUktvLSWmeja9heeUyzuJ6LwZQPb6QfMk/pZo6vtH04OD+CAkjkMCdApmaFkzMC9oxgXiB7nCbAXJU8uXKJoiBTgEQOYjkqlqEiGYhkIJSCUAoCCYhlcN/4CalClkYTD/NQABDJYHAW6gYgpQsMEge1fct7mL9h0lAcnN8dBBoHZRfDGWdIXce9mnUCmvObWRL5EmMocf5YnlC5VCBo7aC0lKHI65Xf6hGmtU7E1LHCy7uCC2q9MgvtE5OMw1NCin4ychxB0JxeSXqPNKedF1494V44ZJbcq0Vu/+xm1jH7VOrgsoZv4uA8GhAUKe7mbTNrfONa9Z7ACVXylH/BDHd+sXmncP5wnlC5lCggo1syxpMqEFSByOWKaYmonj8XOcuxmhg6Oc56KyZ7u55P7k9G6CoglyYZmVcAgFwBo/NQP4hkdsH15GFd/zs9eGUc5zECFStk1f1C/fCBA6ZF718t3RPMORUkCMyY43AWG1KN88fypMqlHE3rkkwLMTkUAdBBli/n+/BnLs+Nfccdey497w1Dn/yFcilTyDN6xdWD0t4xcR2Dn9EyRy7n2GYPH3CvPuuWQx1cvV+GwXkMkcvRrnFFMU3WOzzvHFX7pXHx16693/txb0ZyKc3zCslj9F2KVcSTK5cxLXzahHSaL5nkTczNNcxxYtnD9tS+M5TmDxop/8876t86bhkL5VKBIFm9ktpBOX1UXEfnZ7TOkss5jlkjP7hWnnPN6hkYWbmjwcH5GSigAHIUAABFFbduU78xSH3HpPJA8JxOKC8lf3puQrxIbKFYIpPjkvp784TKpQKBgl4p6c6kR+GwTVaful/lXttbX5jG7bYIU7UPO2rufdTMm5Ra9ZM4COTSJKw5BEFgWgCdHCjsgcgG0Ipga3jdoQ7gr3pwHi/GuPKIGl4bC3u9g1bW0vdfjt2ok70raFzNfy4yZ0Yk+OXp4AYmJV/ohxVTHovvej5VPKFy+VNQv3zqXu/BA74DWQ33v7FBUIiunhuYlgIocuiS2/2yliF5Xs9sfENHQFGJTVqWilPQWac46sCjnQkKB+fBoADd44hLqWi3H9ssgxteK4tsksU1K66HMz68UbndrntnwNSF2Hm3gmli8bhz/rjLrVHXW6Mu2aPO2Wy7jNGPrRvX7HItbcTl8vfmqZBLJKqao5sm1EoRW6ZzoisnQm6PBJQM+eb1+2T1mMW1vnmlzq1E1MlBUnokreNyNlfCmiljTasOsl9kMP4amf6cecCVLubE0vng4PzxTPHl6S1C0zyFRgZcSEVOJoFqAnogSrY7hPd9MHd/EPcbb/ZH9r3vm7a+eq3hJd3qf2iU/vV84V/O5v3lbNFfzhT9+Wzxf53M+NN3Lnda+lf6UJ46ngq5hIg7YyfDRs/EzqsEz+wncXYSBz9zpm+zan/rRt3rxvXbbDrOxgrOhfYaxA92j4n5Ui5PEskVfTw1/X/DI3+LzX3WKtCom3n/5N44OCuCWIbkt4y9b1S0zZ6533/2aPDcPhL7SzfWp060z2y6tpo2vXG1/F/aBS9eyPnbmfT/PZn+1+Npfz2e9MzxlP85mf7MifS/nkr7s2rGmm9cbrcwl84M56F4OuSyvnfGLavPKqHbKrbLLLbdNLbNPKaDENNiFtOuHVj37OnkfQ4NcRWM6BZuNhVy2zgJFZ3+BU1OSVXGYYU7zcNV7ZO7Bh/iG084OH8sKEJlTak6lfzrTPIxm2LT0AbTiHqrmMZT9gUvq4a+dC7lLcOyb0xLDbxLbwaVGQeW3wy8fcO/2JiYbOIdb0xM3meSsOGIfVVL90ofxlPH0yGXizAvkFwLvFPbMYygikwGyhpjw8QdGCmTjlLmB+qm6ZUt9WV5Bdms/vaVthQH5yewp7jB2Y1dA+MAAIi8uIZ+wa30G9um3X7TGoEzedVzPwktZsF4KUxVw0wDt7egrjhiuq8E5mkgwf2A34+nXi4BAEVQAAA59PUz5ocrYaYOJuthogEm62GyEiZrYLxCRo+d74tDUXzUBM7jSGR2+3adzA/taN9HiPQCJsvLZyQ8KWADfREJcHthsg6mKDDZBFMUmKbAXD1MVMJoIUoLVUw1wv1DgnF+FatBLgEA5AKU0yhn5nM68mqzo8huZnlxXmOtRRNd+RMdaZyO9LnOJEk3SdAXisiX/kg6Ds4fjUyOto3IctqlzX1zNuGNH14r/dR16FioyCp6pr1zHhR3J9tApHPS8WpRX95QU255clCgG6E4hcRuz+X0ZE20J4+3Jsx3RQvrr0kGU3HF/B1YFXKJoMBnKQbT2E3JblZXXt2w7rl//FX9+L4gB6Mgu6s+NpddzNUzg24CI0bS5S3h1KAo3r8XZ4VBFFBJl57xp+8yL/3EnPKd7/jx0PmQIt70zE9m2UDm+yS00O6KBINLJ/7x978+/+zfjHSO+ztd87PXJ9lou1leqEhzFLcRJd1eklm8uek389TLJQogR2Qof0DBTBYPFPTVpUX5Wd3QVY32IQzWxY01RY3Wh41UB002keW0MHGHm2QgBVXgc1/irCyoDJGX9sx/6Uz92J11OHT+RsJsRYdQIL7fQ1TMUeXUUDGzorE02s/F5Iaualqo9SAlltMYP1oXOVITOt8aruiL5TfbCQYzV+RIniqeerkEAAWikHKZiv5kdLgCGa6YbM1KDrDOi7af7UqS9acr+pIV1GiEFiHvDpS0OIkHcbnEWXFQBEVaWAKdqP4Tvu3HnKt0SRW5FJZAfH/bumKmU9IViI41yYbLBxsy4v3MSuKcBN0psoF0eV+ighaP9Iaj1DABxULISluRI3mqWA1yCQpAeQx5X8RoXYy33bX3N7/5yssvaJ76juR4KdBGM8DmnLuZajpJS97pKW91EQznIwg+qyDOyiNHUJ5INsMVzM0LJ+f4s3yJArnfu0S5neJ29+7bMSb6517Z8PIr/1x7U/tIsO2lALvzgdbniKYnKuKuSJtckGY7Gbt8RY7iqWJVyCUAKPiS/lh+s2dNtofZjTNHv//Uy+JC+y3HngL7zlzr1gwzaomjsN2T2+aISmdW2lYcnGWBAsikUxJm3GSF5a0YBwPNI8f2fB7mcqk9x66nwKkrx7493XS00n2+9Jy4KxAUeK+P38xqkUsABZ+poIeiVE9gRY1TgthVvvKeUDk9GKhE6HSVdTiLunyk03hzOM4TA4qCHJHKuTQFNQD6fGEobqLeb6SaKO8NRvuCoccb6XKVtjkKqCGSOdpKG/tUsHrkEgAQKVfCShfTAuXdroq2m9Lmm5KG68JGE0GXh5SVg4oe3ZSXUinePIrz+4ACSAXDosF0GT0U7TKXtRFEzTeEFENxkwmfGigau40ii031hvMQrCq5BAAAFBR8dJ4um2pUzLYgsy2yuS7k0VbAmcwBXx9SdVUNnc7Alz9imZ6efpQXdMXBZsVEFALpTKtiqlU206yYa0XnqKh0fqVNe7pYfXK5kojF4uqq6uSE+PSkhJTE+NSEuJSEOOxXuZKaEJf8gN+FgVOWCpz8qwIvYkzawwT+o415UOCM5EQfd/ekxKSVvtQ4TyM/l0vE2hr5VSgQBPnZmzuchUgkkubG5pTEhPioyMS42JT4uKT4uOQFS1J8XMqiv8kLoiQtFeWhAv86Y5L/GGN+teVpSQm+nsS0FLzTDM4fwM/lkqOrGxsdExsdE7eMX+USFx0TFxMTRg5JTUlFlvocMiqemRrqptIHB8a4MsH0YE8vg9bD5sqWO5gGkfHHqQzm5JxkcXVGZPyJQQZrRKBMWDbNZlIHODM/6+77UKBS7vRQD2OYJ/pVyYyNjYUEhzY3tUxNTXM4E6Oj7PsW9gN+f3F5UOBfjPJQgZ9QY9jsMR6P91uu70OCotLZ4T4Gg9rd3dne3t45wvttxUuJQjI/2tnVTaVP8aX3bikpl8WkdtMGODPSJTKRzvQzurv7hqbm7+sXh0j4XA5tQqR4EnwbqVRaWlJ6u+z2ShsCAL8kl4Lr1zub6jub6ruW8atcuprqae1NxTlZAX4BCsUSuicfvh2t9+1Hbx+8Gls3151utXPrf774wbdqir/M6yedbo9Q3//+9fjexTtIimZbw/U/fucl1YAWLgAAN9fko61vb9ONvj38oE4VXPpyvgg5SUk1PrhvV0DT8uz9OSiKAsDU1NSS5wrnsUchGyshHf9888c7dx04evTobnXdiIqO2d+h245wrDn0qOrhT968ntU9cTe9yXovB81vtv1gaV+6xFRDnDIrszPfvHeCSKbc9/CQTfTdti4aEsked73kcDglxcVO9o7RkdEMOmPFF5EJ4X65FJkYM8hU/sgAACAASURBVKkdv2IZYVCrSotCgkOWIwFDpZ0pN8NZAAB8EcVbO5U9IQIAkDIKQzwtTQkEU8+sWroQAEDB6SyNMCMQCLbWFnGZ6XdGEABUAbe0vSLCr1o53rhh4p1TP/LLL/9E7O6Ag1u+PKkR0ScYqPR1PPXeDvvK+ikAgKnWgignMwLB1C4goX4GFNP0YteLp3e9+fEJPQOjG8YmKY1jPKw4SWi3ot2Nb9y44RJLjmjqr26ZBZjtmUw8bxqScv2G8Q1j0xjKiHAJj/pntLa0Otg7xkTH3i4rfzyW22WlZWNj+DeLHh5UBm1e+knUHgEAyGuMLAOJaXQA4PVVJ7ubEQimVt7BxWwAkM93ZZvb2lkWVNckerib3rgRWtI5hQDAdJuyNMZXL7wEqJydqe1Y3sNaOPNLU2Bkoncqa0EowURNmDmBQCBYWsc2C5XdLuRVjgGZMUU/fikAme6qDr9pausV3DAqV6rlZB3Zy96UQDD183VLa2BOTnOqM4PMzS0sbtr4B6VVVibdtHJwrWXKH7W8JiWlpMTFVJQUmRHMCCaEFV/6z527Xy75168v07XsWuBadjbV97Y3FS7PuwQATm2h/a5tu44ePfrD/oO7Pz8ZQZ+SAQCgldFefs723t5WF7R8IrOHAThlpWRdPRNvb297MzOTK77V0woAkAhSNPd8cEHdghwV5W5w2S+vgPVL15LL7InV1AjK97p201FH37+9yPlGRk/JAABAz+3MYDtTb2+XK1etrL0aebyxthQv+0tfq1r7B0dGxSW2jgkVAIAOl5l62+o4+0dFRQU5nPn0pOrJmGEAAbXZ6eCHW40sgkLIkZb6ugnUfu5yC4FYLCnIL8hMS6koLijJv1WYk6lcCnIyixb9Lbz3W7jg7+8SuDQvx9XBsaqqermHgaMEEcspHpfId273zs7Ozt928YpPzh0AgMGm22F2Jt7erjdNza7ZNsygCtEQJYys8c477x+57BQQHhVV2jE0jwAA9cfSaGnp3shXJi3kD6RcciqnDi2QS0ktKSzRJ3343t/hpmzPA2evuhO9vYkuVoanjOPamFwUAIBfZueXEVuyQC55Q9QyLzsrvW9t6wRSFABQmbzR2oZgZeXs7e1udN7YL7mBy5+jppl/uefTt/Wt/a2NNfeZGLm7Xdb1bxcIHm1Xdw6Hc7u42OVx9i7HdXWX2XAZt6DhMjY6Ji4mJmR5bZcAwKnpjjd0yKFTO9urKcmWulnTXAWAbKo24soNA209Q0P1Xftu+mYxAdCR1nzfa9qGhoY6Fy9r2UZ2CxEAQKBQ3ym5e0IGADNJrmnlKb/4HSfBED3VwCCLM92bR06ljqEDiXbZvRVjAPy+Ih+nqxd0DA21jx25dNGhCgBAMtOfdZnMxqIOdg+x5yQgrLLSCUvJv1edUQimeXIAmKeNJF12LsYe48zAy6mDfXO/kP99yOXywYHBjLS028UFzO62IXo3q7drsLeL1dulXFnOL+sBUYYeJvB9EUeZtHAyuaambunDwPk5PX57j6p9f+zs8aOHz1gmV7MkKMobrYv0unFW29BQ5/SJC6rXc++JYOVVp2zqgr5ryDyjxHdBaXSsWngDzRQYeDeM/aQ+3RWemB9aLLz7b74jy27PXzYe1tU3MDTQ0z6xb+e11J5xzHuguEcUZzbcL3JzQ8XX/X/8NMX07WDrm3qXDQ31T58nBJa0cBEAVmFBrk+mSEGjp9wI7kInh7J1vBqlvEc+MkgilZY8zm2Xj+DNuGy6J8vmqtpnGoEto8hkQ8q1/VvOOGT18CU8ir2Jyc3rDh7u7jePfH1CTT+ieXCkvy6T5O3p7u7uYW1haXczeUAqFw9XBl78YN9lUuEIf2Iw3GCfqqZ+bPuY5L58pAL6Ld9jb79zwja2bU4Ms/RUp1MfnTRyLO7lDaQHuetpmnu4u9tqnzq9e49xDI0LfHZn5Nnvb7i5e/he0/r2sH9G5xTAdK21j5WmpROJRPILCCIn5VewuZLRygDz41uPOZT1ifiMarPD29RMyDUTvKUeE0KhMPdWbmpSAr2rZbC3i97VSu9qZXS1LlxZzi/9AVEYDxP4vgCDtM7QoCBcLn8FqLS/0frwRz/o61m4J1dS7zYzKhi3Yr0vnid4urvbX7104dsvrgU2DLLbs328zry7z8DOkehHym0enlMASPvi/e8rjb3zgIjG228FEt0tT763U5dgTSQl1Y5yBqlFqWTi5f1HTn5/1pYUnFzQMg7ozEBLmonhFRcXd3d3Dw8vP1JZ39TsQEtGTJC77jcHzh+/5EgKzamk8gCkE90ViSQ7E0PV93cbeXgFhRR0zQvYPWnRgURPD3d3D+frWo7p+R2CyeaYK2dP7zVNL0i97XZMwyM7t97rBzXTss651T2dwor0u5ROtJTH2Tm6kaOKu3ms+jhHZ3dn5zwqXwwwXhkV6GJna2tr7+zi5BidV9fH7CqLtrG1tbW1tXXyDi4dkAMgQmaZK9HT2T6scpTL7kuPIzk6hOY3DN3ffinhDVbFObm5ObnENXIEirGOUD8fF0e7xMoOLqCMO+k+9ra2tnaOTk7OgSER7TMAcl5/hYejjbW1lX1i6+S9FiBFf3Gqv40VhndUBnNaNNiYZuvo5kvKbufPMyp8vIiOdmlNbO7yXts0NTbFx8U211Wx+rr7e9oYC5TuF/XuPjVcJPCDtvzyru5WJrWD0d2Gy+VvBJH21/iRfJwdHOxt4ysZM/eKgWCg6VaAva2trZ2Do6OLX2DQnT5WQ5Kbo7Ors72tjbWVVXw1c1oOAMCnlv+kNEZ2zIJCOFwfZ29nY+t4N3hwyeAIvS0t1Nna3snR0cnBxsqJnFwzAgAgmewvdHCws7W1tbW1c7TP6+FM99ZE+jhY2zs7OTja21i5xua3cgEk7Oa8QCsbOztHV2c7a2snl+TGOR6rkUxyw+4wu8CcBrYMYKw6N8LB0TMmq6iReic5IDSzjlWTFUgqo3FX92g0vJv6ijAyPJKSnOzn7R0aTI6JiIiOiIiOiIi59xv1gF9lmOgFUR4UOGqpwOFhYREhIZ2NdUxqB6OrdYDWGRoUVIvLJQ7Og8DlcqUQiURpaektLa3zK8TIKNuL6E2pvjNI68S9SxycpcHlctUiEAj9Sf6N1XcGaJ24d4mDszS4XK5a5ud5uFzi4DwEj1guJQKxaE4MADLe5Citl07vZw3Qab30vgmB7GH7ef9mENEUh0Xrpff3Dwz2MwYGZu9/s/4jMt7Y9MwYb6nXgpI5tkD46Dtb/DowuVxtlXHBDF8mlAEASLiT40P9zAEGjUaj0Vns+QUv6hBEOM2c5At+x3EviFTMm+yfFsnvlXMBZ2iIM/V7ZrEoMv70II1G62eyJuYV84/BGxuFmCeYG32y5pZ7pHIpoGRExCbF0wEQTn282+F9O7/59K2tOw8ePXsmun3qkZ84MS055KbK/m8+/2zrO5+fvHItd+SBQRF6UnlZeMvUEikOF2nbxEZUjTxy5f81rD7vEgVunp9TenMjBwBgqDTw8refbt/61SEVFZUDqhecIhsXdG7klNve6sD69S6KaGBymbnLuX2FFvlM7t2JDtD2UK3dh0zzW5dZ7sVDU79eWedHW7MdDU7+oKJyYvdXh1Wv6RYCAIBg2cb/AQjoBSlRJ9wbH+ykPH48SrlkJwREh8fc+XEKvomehgQdz867T3VUNlbp5eOWQQ7xdXclEMy8UqrHp9gVecEkN6+MsGACgWDl7FNEV45uYOb6u1lZWFhY+Bf1jWNPS8lQRbKfpW9EfHXlHRKBYOPkcWdoqZFb/IZbeV6EIiEAgJhZYGtBIBAIppa5ffe8jbmuxAgXK/ug/KrRuzcPMttTn+Dq7FYUFWZuSjA1tU5oHhVhEkknuSSkFPY8Cd8qV3qXA7RO+j25fJq9SwXa7X4zpKyFce8GZWcHpIQS61AA4PdXprhc8+kXASrjMfNtbG1tXXJ7xpXXUc4qTQu0tLCw8HBzTC2raheAfLq/lKh34cB/PjttcNWEQDBLbhwXAL8rxtfJJiG/pDQ91ZFAcItIowoAYI5OiTWzcPAKqB2T/PgspQYTsvItnSJcCASCS2zF6NRcS1GAXUByPx+ZoReSLJ28Mzp5cgQRdqZ4mqq8+/mRExeuEQiE4Jz6URRANtiS5WVhYWFhSwq//eAnPQAANBK9PAkebQAAs33VCd6pdazbvtcv7fvPZ6d0DYwJBEJS/RAXAQAeLSPEzSosLaeiIM+dQHD0j6EKQDLdEGltYWFhYWuf2C2+9wRBR6qTAh0sLSws3ZMqBiaFnaXR1tZ29pZ23r6pDY3ZFvZODhV0bHabuZbYQFcLCwsLf5J7Rk0X4+5jab6lvsDWOnfyyfkC+iOUy/FUx8T0oPoF1QB2R22cjmerCNuEyqfbU8y+fO/ToxdNA8lkFx1D77TE9vZSC7Ud73963IVM9ndwMbtuXMZTyMSiriR1nasEa0cikehy9YwRKfMOCwWQTbSXh+qd/ew/H+41ciSTI+OS2ji/PO8Kit77TP1cfU6un+Vtvmi0NsPxoLGJXxCZHBRoTDhkldY0wEUB+ANl+ZHXVLSdrDPuTr+B8gYbwkwObnp/z03XAH+/IIKeXiKNiT0GenycY7MSqU9AAVhllXFUIe/zvxjZTBlWVrpHsvyTQohVmHs3TGkI1fDqQqRyIbs+hOx68UODjAbmXdevJybS6ZqhJZFINNO/auMa2S0BxTy7OcHV6tIXPxA8vYPIYVF1Q3wFiAeK0q32f/3uR/s0HbzI5MT8CpYYAPij1GIPWwu9LyxqZwRKvaSGq57U2HfJOZBMJjsS1D293RNC7ayMzoTTEN5obbDbzeNHIlkzYlQycCc54PK3Rw1uWPmSQ8KKWhjzvLYoPyvVi8ZEIpFofcPExMincnaR5izhMCXbUfeE6vHjJwwtXJu4IOa0pXrZaX7xw01Xz0ByaETtwKwUAEA4VJXrfuL7re99pWbpQSbHZuZUVBb4HFU3dvMgEj2cLK+oW6R0sbCi3phO9rO3JBJttfTcQ2K7mHeI3+/9YP1ZY2/bG1rfGek6O2pc9GuanpFCl5uzuZmZA5HoduOCETG8VDmgc7axOdv+at78Yz/Xxz0eoVwyEpzibwW1LdjCH+zMuBLAWBiozsw9r6FXAgCivNCsnKgxkN6pzXAK7AMAmJluDdTNk4GMx0k5/+Jb3x49o2NgYKB/Zt+uMy5J9XcnaBHUtiUSfJoXvwDiWv/wrPgyPgDwqzPiLc2Lmb1VoYYnvdj3QggDT7ll19DvjVsbSsjMDyv8cZwjnzmTf82pEfvTH3g5ZeDuIEhagG1UZnTnE3D9V1llHFHIG7204qmUHyewmC0IL4gLxD7PhA42FtoZ5Q4r5zuoukmiMO8Ntha23SLb6ugYGBioX7hmGlo4jjmo4tn+rMvku57dOGOMM48CAJMUHR2a/+M47XtIx4uMSL0LNgxEnjOOS7o7epcZ7BroEJGU159lGckGABBziu0u58zebQoXlt4IbqDPAQAIOVPDlcH6p77810cnDAwMDLTPnT5y7LgH5YETIKJinlg4N84Z72cwOosi3W122zYAKGTsvMvBg1gQDnNsbPbuvHPjibdi3OPujZHsyrL69r/fVNHVNzAw0L2kuuurK/G0cSnIuV2plhaGmjoGBhf3779ilcwBtKfulmPUDMLmZFz2bJfxJgp1vWpnJ2Qgqgi1J+jqGRjonz530ye3af5e6z63pTnHSTtz5tG/t/iVPEK5RHuC/WPCEttkAIDwBlpKgl3MjM5+sJ9ACo6KoowJ5aiCVWXxjepl+/Te+anJTMLZ02fVfVJCjawv7L4eR+VIh8vidPd+pBdUPyoRj9c4mBrb2rgQiUSiN4mUXtc5hQAIWJRitwtXz3x70jEyNCops23iAX6+nJZG8jQ3sCeTAywv6l3XSO4S8oY7MgmmFkEBZDKZHBhsaXojnd4/gyITnYUZUf5XD6udPaThQo7MLO2aBcVcR4Lv6Q9PON+hiwT99VZHPjplHt4wJQSYS7ALT86uX8b48RVnlXmXgCrkFWZm8dVdo1iZmKXl2pw8f2y/oR+ZTPZycrB3d2kBVCGd6iyODPZ31Ny2x8DUjkROpQxxp2YoBYn+vl5EItHT8rp1ILEQe6zOszuiLhwy9fEhkQkXvzkUmN5Kbc9LMd5xSkv9CjE8JLmoniUCAPEMoyaD7GF78/zWfSZevqHhBTSuUDFB8b+45Z/Hd+t6BZLJZAeTM45+4W2dTbWR2tp2ZHKQi6nmFy9v1fAsZYrkgMJc/g11U1OrALK30eH9Nu5RWTkFwdcNzIhEItHL2zs4PqFl8oEjkJHmYGPDk0fMY2JjY2N8XJw9CYksQAUz9LgLKgQPT3+ypd7O/cSYerYCpqll2eYHNS4c1XIPD43PLmXwJxmNcVcNrrm5EYlEopdvoH8ZdUqMgqDDy8bayNDei0i0OnPg5NEjpiQ3Q73zu67GFeY3+xy94JpV3BJ07IxZXu3YKLUgJdzXm0gkEt2Nte3jkih3PRspjVLheSOCCU/MJIaP9FUPJy8uMCw6lQWgmOkqiyOYmVtY2dmYm1ra2RYweVJETssM8LKx9CrsnRodyY/3s7Ly8vby8/OyciAn1LLEo03pljYuLm6lLEQBME/x8XK0uEt4Sf04AHCphbHulhZWttbmBIKth3/F8IObRea7SuOdCQSCXXBKHfYKRzrdn2dhYUq423hJnRUBADJUHUWyJVhYW1lZW5oRbPwTajggn+gr8rWyd/dIb+Vz+267uzhbmSdS2LzxCiPj4OAi+mPw3nFp7pPLp7/tElDZQJirY3ZD6ywAAKcxN9rNytrawpRAIJg6+UU1cQFAIRmtjrWxNDOztLOxMDczJXgX0KZGR/NifM3NLSwsLCycQpIoyhckMm53hbO1uakpwSKmdkwCwK4M9bK3sbKysjAjEDxj8qh8ABCMt+X4EUzNzK3sbMxNTS0tIylTPPlwYbB3Qkiqp2cwgUAguEaX9M0DgGS4o9DPjECwtXcIi4hydXUroPFlAAAzHREkF3MCwdQrq35YBgATdbejLO+Wf0cf35oHNDsBAEzSimI8rMwJBAKBYONFLsceGHJBf4WbnaUpgWAWXs0SoACAshsSg5zulnWCS1BC2zyAlNNzy8oKy8jS2jK7bUwIADBZkxjiaGlhYWFpY2ttbW1uamphaeUSGJ1ZT69K9PZJrByoyQgg5jeP0WvDSa7YybPwSi5n3H15IRosToo8bZq3xLSdjxWPtiMROjU0MdH39H52ittXyRwbeJQzef8GVlllHEM+2jXK4whW2gwcAOnU0Aj1DvuJmrPj8e+mzmazh4eHF26RSqU9PT0i0ZPw+vkxZrVVxh9nBgcHJyd/0qmHz+dTqVS5/AnpxLtKWEG5ZLFYHh4e3t7eYWFhRCLRw8PDw8MjNDSURCJ5eHh0dnZiwdzd3deuXZubmzs0NBQXFwcAIyMjr7zySnd3NwAkJiZiKzgPy6r0Lh81nZ2dHh4eJBIpNDQUK+FEIjEsLMzb29vDw4PFujsj+sWLF99+++3a2tru7u7MzEwAqKqqev3114VCIQBERkay2ezFssF5NKygXA4MDDg6Ouro6PzpT38yMTFxdHR0cHB45plnjh496ujo2NbWBgApKSk3btwICgrC5NLS0tLFxWVgYOCdd96hUqkeHh4mJia4XP46cLl8BLS1tTk6Oh49evSZZ56xt7d3dHQ0MTH505/+pKOj4+joODAwAABBQUFmZmYBAQG1tbVdXV1Xr14lkUiNjY1btmxhs9lWVlb29va4XD4WrHhlnMlkbtq0SSK523V4+/bthYWFyr01NTWlpaUKhQKrek9MTERHR5eWlr700ku3bt2KjY0dGVmig+4vIeP3lnre0Pj+wIEDKpfs42p5ckBlXFapl/Y+1aPmhbOCxfs1IOLhugyrI6dOaGo65U0KnogP6v0CeGX8kVFYWLh9+3ZsXSKRbNq0icn8cTLzgoICCoUik8mwu4DBYCQkJCQkJLz88ss1NTXR0dFzcw/V0wKFySKX08e+3/39gQMHDu/fYeCd3Dr/yyER2XRLiKbu2ZNqev41vdNPVDviSrDicjkwMLBp0yap9O7L5O3btxcVFSn35uTkfPbZZ6+//rqXlxeFQnnttdcMDAw0NTXV1NTU1dWvXLmycePGW7duKcMrZvvaStNv3a4fWqw1f7zcPibWu7CHPckoJCUFGJVOgJTNaE62Dc2Ou3EqkbvEeEwhqzU/SMckwtfPztyp64ltQcW9y0dGUVGRUi6lUummTZswvxIjLCxsy5YtmzdvTkpKysrKevvttw0NDS9cuKCmpqalpaWrq/vaa691dHRggSWjlKrc9CLKItqmQCbvuPplldbQhkc4nYFGxMDwYs4vhpRLRF2J10zCvcie12/eah/C5XIJVkoue3p6sNnJL1269PzzzxsZGVlZWVlaWq5bt05VVRXbVV1dDQCurq4HDhwAgJKSkueee87Ozs7Jycnd3d3Z2dnJyemll15KTk5WJisdLE500LnuTG5Yang3AIBsMLcgnVSmLLiK6dEqr4up81OLS6Bo/I7P+X+tWbPmT3/94IKTh5dbIX36yZopAABw7/KPp6amBivJqqqq69ats7S0tLKyMjIyev755y9duoTt6unpAQBNTU0DAwMACAgI2LBhg5OTk7Ozs7u7u5OTk7m5+bPPPtvYeHdIxHxrmLexjlVYAUO4WNb3mExwS0pIbeH/8l5Ezqnx3fP/1qxZs+b5HdrGdi4JFc0c/OXSg1kpuezv7yeRSP7+/paWlv/3f//n4OBAIpF8fX03bNigqalJIpFIJFJzc3NWVtb777+/fv36gICAqqqq9evXu7q6ei5gw4YNqampv8IASVeEt/mpi5655SM/Vqbnxmp8dHKkDyhc9xBP0xuywgPcdD/705o1a9Z8dTGDtshkRo8tuFz+0bS0tJBIpMDAQG1t7RdeeMHHx4dEIjk6Or744os3b97ECnl/fz+ZTH799dc3btyYkZERFxf3xhtvLCzhdnZ2a9eubWr6Nd+0VzS7usRkZNMf1A0ckc/23ElKiXM895/1/71mzatf38xsnnxi+oyvACteGadQKDt27JDJ7tYDPvzww4Vtl8PDwxoaGl999dXIyEhFRcWzzz576tSpswt4/vnnMzIylOER4cRoX3sXfXB2kZ7isrly9zMffrlth2lkXkUnizU0KQZUKphgNJTkBunuday+09gxwhUv/pQVjbQFaV92J7ld1rMvYU0+gVVyvDL+yEhJSTl48CC2LhaLN23a1N/fr9zb19e3d+/e48ePT0xMREZGrl27dmEJV1NTe/bZZ1tbW7HAci6rv7udxpoQLClrivkcM4+4jMolvxw/l2Zm60UkGutbhBbW49+ZX4SVlUsKhbJ+/frp6WkURQEAQZAtW7bc5y16eXl98MEHFAqluLh48+bN4+PjM/dAUfTDDz+MjY1VBpYwskKNjp43ca/85cYaAACYrvYxO7tr36Ef1E6fOn7stLF7NgsU49R0syNHjvxw+LDKkWMnVcn1LN5ir3BQ2dRgqeeJ0+rnL4TVcITL+wLm4wXuXT4aYmNj33nnHaVDMDY29uabb7a0tCwMo6+vv2fPnp6enqCgoM8//1xZwufm5mZmZt566626urvXZa7ey0bjqL5XOnXJvvaCpoi0uvruJUdNoIreTHOji6dPOsRVDAlx53IRVlAuOzo69PT0vLy8FPemNUAQ5M0330xISFgYzMnJae3atbGxsQUFBa+//royMAD4+Pj87//+b2Ji4qMx+CljoXe5OgZBrgC3b9++ePFiSEiIcgubzV63bp2yLRJDU1Nz48aNRUVFfn5+H3/8sXK7SCS6efPmf/3Xf1EolEdnNM6DWNlu6gUFBQu3oChaVVU1NvaT+kBvb297ezsATExMVFZWIgiiDJydnZ2Tk3PfcAicZYJXxh8BnZ2dlZWVC7dIJJI7d+5wudyFG1tbWxkMBgAwmcz6+nrldpFIlJSUdOvWLT5/iQZ1nEfBirdd4qwUeGUcB+fhwOVy1YJ7lzg4Dwcul6uWX5RL3LvEwXkguFyuWvDKOA7Ow4HL5aoFr4zj4DwcuFyuWnDvEgfn4cDlctWCyyUOzsOBy+WqBa+M4+A8HLhcrlpw7xIH5+HA5XLVopRLfBAkDs6ywOVy1YJXxnFwHg5cLlcteGUcB+fhwOVy1YJ7lzg4Dwcul6sWfAI3HJyHA5fLVQteGX8SkShQngThSRRckWJeKBPLFAoUpHJsfm2cPxhcLlcteGX8CQOFCT6S28sLp8yE1E2RysduxHdrhrYYRdKNfamDQ9ylU8D5jeByuWrBvcsnCxRVZHbzOjkSBAWxHCZEkNMn+cG3ZZtGpoZlY3sP/pGdPx5cLlctuFw+WaCoIrFjpmNcDAATIqBMg0+j5KBb3ecaSfpuLZ19Mytt4CoAl8tVC14Zf+KIbZhqHRHKUeibg9tDYF0y95VF/vaToZedmrvp0ytt3SoAl8tVC+5dPlmgKFJGnyvvE2Q3sR0z2i8GNOyyKvv2Zu7eq4Ua1s3B6UO5ddy8Ol5e7VRW5cgs7wn88v3jDy6XqxZ8NvUnDQWAYoovru6ZPuWU/+/jkWoW1Q5RLOekWaMA9kW3iTMunP2WA1vUq18/GNfeO7HS1j6N4HK5asEr448/MhncYUFwk8y/XkGslrmWS5xK5C63ajUCXD/QMPnkUto+z5kv7Yc+tmRsJ1A/JnTttKLuMKC8+X18GxWXyz8AXC5XLXhl/DFHhsCdQeR6nsgid9wsjXkljqpDbj7vWX/A3Ms0TFvfQfNzNYKqSdwR4+gTxpH79UNeO0haezzhjTP5bx1M6ezFmzL/AHC5XLXg3uXjT1q3WDOSyhVIAQAARRVyAHljM3XHcdOvfzBqorQBc4BYtQAAIABJREFUKACRgkI6OSU5bFTzt203/vZd2CvfRdH7p1bY9KcSXC5XLfgEbo8zbIEst3feqWzyeFBnYDkroX6kb1KIAHRwpFk9vEvBDac97/gX0DOaRqdlwJUqihkSjSDGJ4ZJHxgWbdXMTG0aFypW+hiePnC5XLXglfHHliGuNKxlunlU2M4WtLFFBT0zp8NaHDLbs9qna4YlzaMi6pSifVzmfXvsoHeDS04HhS1pGpUx5lH6PDSy5Q5F459bFVLokyt9HE8duFyuWvDK+GNL17jI884YAKAAo2KoGofL0TTziGqPEtYAVwEAYgQYAojpkqmRKPqk4jssybQQQDYrFM7RpgSB5YNf6/nVNHes9HE8deByuWrBvcvHlg62yKmIjQLMyqBpGlIZcILUah5Q4pnf1zsjBYARIdRPgnuteI99uY5bflkfd3qUquhPFzNzBYOlY115vTWxXHoBzHaCBH/n8/uBy+WqBZfLx5YOtsA0h9nHEVYOzJMqOHqx9C9NC2765Xvl9bWy5X0cYXbHlFfJmFpAzxc3s276pDLp7cCpgtl2mGhBxpphuhXm2mCyAYZzUXocMtUIKN5r/fcAl8tVC14Zf2zhSxVVA/PpjePhJVRiept1ZJ19ZF1+E4s6xW9g8eIrh0i53e6pzRYhVUEJxfTmTEF/QX99ZnqoO9Hu6u3UwPH2W5NdmZPtGaOtKdyuaBHlunQoE1BkpQ/ryQeXy1UL7l0+5oikCpFEJpXKZTK5QoFgE1rKFIhQIhdJ5BKpTC6ToVwaQg9vLYrQOnng73995m9//et5te8sDM+a6Z0w1Ttx4+KR/EgbUZufrMNdOtGwwsfzFIDL5aoF9y6fAlBuj5xKhvHGnuokZwvdKxoqNVk+yFAJDBfCYDoMJAMjHqHH85utBayMlTb2yQeXy1ULLpdPAYrZLnF3kHysSThQ0lESE+J2rTTRRUxNQwcyUXqirDdaQQuBnlApxVKCy+VvB5fLVQteGX8KQGabxU12zbdCL585/O91L6576YVzR7810/7BVOeg6aWDRhf2ZAbp8hvdpC124tGSlTb2yQeXy1UL7l0+6SAoSKRzkpFMXp1NaaLT2eO7j+z+pCjCbLqRPNkUON3gMVXtOtfsO3v7vKAvCkXxUT6/GVwuVy34IMinAARQKY8p7Q0Bmgv0BY3VBrNrSGhvKNoXhvZ4K9psJO2OUkYcwmOutKVPBbhcrlrwyvhTg1w4JhnJVzBT5M1GMoqWsPaiqFqdX28g7AuXT1JAIV5pA58WcLlcteCV8acJFABQhUIwhAgGFXwWImAhIjYgspW26+kCl8tVyy96l7hc4uA8EFwuVy0/l8tgf//a2vqVtgsH53EFl8tVy32VcUZ3W2t9VW5WZnxsfEpSsnJJvveblJCYkpQ8Pz+/smYjCjFvYmJiYnpudmpygsOZE0mWeuWLIhL+9CxXJPvd3g2jEi6Hw5mYnOaLUYkc0GXHU0j4U7PzYtlDDUiUC6SoAgUAKX9ujitCAADkwvm56enpuXkuX7rs7O8i43I4HM7UtAABkCEoIhVOT09OzQkk8odN6VGAygQ87gxPqAAAuUwm5K7gG35cLlct93mX9K7Wwd7O7uYGSlV5Y/UdbGmqvkOpvtNUfae5rqqqtNDdxW2cw1lRq1EBuzL4yMH9uz59d9tXO7/bt98lv3liSfGhp1z44VOTrPbJ3+FWk3IHKZHm5/ft3394zzenj186Hz8/t9wmQsl4BfnI959aFDGEy4uAisWThX62pSMsAQB0xt84uvHrU66UYfFwtq/eZ59/9ulJ0/gu+bJtR/njfWVe5uf37N9/SPXAeQviJa2EzpH2DMPLR77aoh2V2/crZ+KQymXzf1gz6Uy+p+b3GpduTYNihFIYccSjYR5ZIV3H5XLVovQuB3u7GN2t9O5Weldrf0/7ALWD+bNlqK+7u4Xi5+PLmVjxb2ahiGJ+hhZ3waake0CgQFAUgN+bkRmTF5+Ylxjj4eEZlJTbyQUAkPLa0zw9PDy83BIyAs7alNCGRAAAvM7i5AAikUgMKawfRAG49Oo0X1J8XgNLzGnJCwsJIJXTedIHZc9ITfXWvFYGACBi14TcDKqbEQOw78SFeBOJRGJcw9DMvZtZwem7HUkkEomk6NQGbLJe3hQ1Xt2+nNpQkRXj5x1e3je+2GtrOXemyUPfr2aII8GOnJGgfuHrzSd8KxlC6EtKijIJ7kVQAEAko7dJRA8PD6J3QNOEHOZpCfHhpampSVFhHh7EiFs1LCEAcNtu+5ro68a38RQK6Ux/roe+nlcubV6GKhSTWYbO2Tl1s1i+MnZ1cWxQStnY/2/vvoPaSPO8gc+9dXVvvXv/bu17VZtm331nd969mfGNZ3ft3fGcxzYmWJhkgoxJJgiEEGCyjMkiC0S2DAbZgBECTDA5GIzIQUhkEBkhgQgCRYRC/94/wDjseIY9e9ZzNf2ppyjRLbVaLepLP91PUCHiufaC1HvFz+afj84unWAUZFMoFAqD8bBjbm1suOdxiBXW+pJVSFJSUvYDJvd42ovFptxMCoVCSWGObssBQDnfxMjNqHzaNdLDyk1Kyi6smNgFANCppqozUikUSiq1elJ5HLvyqY7yrKSkpLzixPCswrC8OQBkb2q8IiioRqj6u0+p3wk0Ln+0JBJpWmraAOvp4tTo7Bj728vCJJc70JNKSdl4z2eXh/alC2VusZ28taNQk02Vxpl++ekf9W2jYmJC3X1I1PuclelndBcPn6iYmJiIEIL1Xz/xrRrb0IGoMyk6DO9DIpPJZF+P4JTi2oXdmbaEa1dNPo6qX+26a/fPF11vP5mSvDEupSuTTUk+rnYuLq7eQTG9UtCp5mv9/YICSOFkMjmC6BZW0DogAtifqqQnOrj7kslkcsitgNthD9lyBFHKlqtw0U31wZ/oWVq6xLdMC74lLjW76+PpdgULgt3n4TBLj6tnhUc8Kq+o6x9sbmSEFiwASAW9lQlmRIfImJiYiAinW1aUtp4WWsTXpz/Xu4Yjx8QE2LtH5TNWAXjMJnogbfmb3krc4J9cVdd/NDimeu1Z7k03D8fiBWR7tjbSx8XM8iFfjgCoDwZiw31IIeFkcoSPPS6jtpsz0MkMMLe0uGDhFxNDTi8ondgD0EpEwwxPr8DbYVFkMjmUiItmDE5sK3l1hSSji599dt4igBQTQ81njIk1W/PdhS54n/AoMpkcGeiDS6iZWJYBbHdnJkbgvIJjYmIiCRZfmju5FK8CAEineDWBhJqtvTd+P98nNC5/tORyOS2HlpuT86Cg4EF+Pj0///jna7/S8/Mf5hfk3buXmZ65s7PzvnccAADZqPWkDAp2XyyZyaQz8ipXAQC4fV2ltx90dNFcbz4+CiPJ02DDmLaZLYDB0M9PnzljdJNIJBLtDfUMbQPKBACg4deRCF9hTC0TaavfeuKi0SBq2ZZwururq6OmJDXaMLh4IMvi3/7fRfMbHkQikWB97ow56eGgArbKvS3/9L9PWxKJRKLbdSvDy/pRgwA6WCt1PHPxc/ug0rnvrL4e7Kx3xjqUbvOlz5csF8dUjrUKhb0p96KvuiQ8jisRgmS4NcPDJl7w/DmCWOv4trmD3sSU8ubBPQA4aCmqKadwAAT15VTfgIrjrYFCsCU7rH+r20kZrR0TL+r1cxUDZREP+AAAe8KnifgnEhUA6LTzJWQ/XzdPIpFg4RD1oGtWBwC8stoGatPRYdvZ2DtQCThZV//nh5fsnAlEIhFvcfa0TXzdmAIAhI/K7kbe4x6/j2y6iXz5n36t74YnEomebqZ/OnWzYGhVA31BLnEPK4UAALDfk5kajnu0AQCgnJ9vjb9Zsrb7XgbwROPyRwtBEJVKJZPJZTKZTCb/riKTyeT7+/sI8p5vB6hlfG51SVE6/oxpKDWnpGJgUbQPIJnLc/T0dqf2be0qR4vifV2uRRRUPkqz8U0uq6ioYNLJXh/90hB/v1MokXSlxZL8A8hUKpWakZ1d2tHOGZ9/Eom/YXw6gjlYk+j8b/r+qS3T4oM3XBDl1edE2ZnHN7W0tLSUF9Nib1J7l8er7gQGREYmUanUtMy7dyv7Jjc1oJ5+Uhjvjg+mUqnU9IzMPGY5d+NAPjeYF3jOKSfO9Ze/t3QNye6ZXpN/y5XX/c2NeuKd+qWdw4TbmirxxbiF+FXPC1ZGq24Z6Lvh6ALQrU/30X3CqOXMioqK8tKy5GjfytnenjQLnF9sxaRUImmN83Rzdczjru9LputK4wxDUyoqKioqHt2PCTWJrx8YH2iuraQHXrQMCIh5UNEwOCNQAsBKbWOOh09qRUVpZiTu61+evVXIFqk1WvFiIzM/Kz2NSk1LIrmRqxvGFABTJTmJN/F5FRXZUW7Eq/i6ZZ10a6bMm3ArNo5ydEzquKs7W2vDnfFW3kTHgPwnlQ2dgysKAGR7YaDQw90rKSmFSk1Lz6LRmqc25AgsVYVFRPvF3q+oqCjNcDK88u9f+lVO7QKsz41leGdzFe9n4jY0LlH/rSAK0RDDy9PT3dOLgPdwx+FyWVN7AII2eqKX563shqkV8WANBe8ZRMnrW5MvN1M8cTichyc+hZrh75ddMynUgm4yPyfS60gy80FLS3umuweBTH0ypVxuzSESiV5Z7UvyN9xAkSy0F0d7uONwOBzO0+/2I7YEAGCzIzoq6Pk2M+o61zQAgAg76zOIRwuDY+O71+RbIzUhYSFMDqchOjHYw92dVj+y9W13atSS7cGEsIT2JaECAHi1mXG+nvjge02T+yAbr2tkZg+KAQAUfE6xOx6Hw+Fw7gQfxujO9nhNWqQn/nYpWyAUPKHHeHpG0JjjcgCQLLHuH+49wY9UN6dQ7XKY4f6e7ngvAh7v4Y4Lzm/iigEApLPdJZEeOJyff2ByUnIAKaxuTqk6WG6PIAUefSQy49miFABAvdbBTPN0x+GIYcl1vMPzPq1iuT6EdOv5MbnPmtpYYj+kBBDwngS8Ow5HSsnvO6z6q0RTFT5+3ofPI3oVDcwfNr4QPCtK9sXhcLjwqDvREVnR6bVzm2PNj50Ij5bU2vfzTxuNSxTqh0wHsonOWbkY7cgIgIhXF4aZs3vvrYaDxiUKhUKdCBqXKBQKdSJoXKJQKNSJoHGJemvC4ZIYOxNz3/imwdnxgtuO7tSeb24joxh90NR2b2j3G1ce0rGzb7lYmJiamZiYmpqZGBsQItPZ4u9nv98F3f58Y0AVd1Vy8q41R9YaAnyum5i65feOj7ALwmxMTHDkvGEZAGxPseuCG1bfT5fEpWZasLmJS3z2kPS7n4zwmlP9rplak7LaVwEAtFujT1LMzcxMTa6amJlZ21nTOiqTcG5GV2Orp+TIdmcywfSKa/yjCdk3bEurFrZlulw3MzE1NTM3NzcJzWtfkP8XD8F218Pb14n+jWv/tZe/ERqXqLelGXmYS3UJrZ1d2pYoRAPN931tGUIOq5fFYvXMHCedemt6sruxsn1ocP3VJnM7010sVnfvIH9zc4I7OEgnRtAralvoHv7JcYVlxd5Jid71QkCU28sTvSOTs3tS8XR3V3d3z+KOSquRLY8N9nSxWD1jgh0FAIBWurw4OTk6IZydYLG6eodG117cItFtjrP7u1isrvFJ7uK2VA6gEfNnhnpYrK7+sRnRyy1TRCMDPSwWq2tyUyyQqLbmRtl0UlTindQaFos1ODazedRWUS6afdbRWs8YEUhe6WWyL1gc7WKxWF3cBaEWYJc/zeGMb85Pd7G6unoGF6VqBABU27xcS1JWca8EAOYKouIjvCtWJDLRKretqaWtZkb8alSIp7iDXSxW19g4Z3FLIgNQi/lTNZnpie7hpSwWq2dgeOWoN79odLiXxWKxehb3jo60WroyyemfWOKLxRtcFqufzeGLJfyJfs7I4NKOSiMXjk5wB9hL2xI1wP42f/JhcEwqqfAbm7O/StkRG0sNTG6dWz28FYWoZZvL3Kc1ReH6OHpn79gYXyxarEv+3N6X0re1uVAbQiD4pXcIZN/UCghB9gWLJQTjO4WFrVwutynbOuxeVqcIQL42y+0bn1/Z3RGNsli9A0N86dGh2R5j97FYLFbP/O7R1ywVzQ2xWJ2spwVJySk3qdOgkW3O9Y1MbkjV2oNt3vDQ0BR/T6UDADl/gdPNYrHY87wlmVYiUeuUO0sdZQ9jHQIfNLd2dnX3zG0qX/+vj8Yl6m2p2YWljJhHh82kDzZ5zXf+eMPLxvg6Fos1dg4Ib58UyBGAvYGMJI/LZyxJ5Nbn3Sh1MsFEc7SvvTXW5obV1y7nvvrozyaRtbw9ANCxYu/WlnYeD+ehWR9iRhliznx8xdLLztLKwc7pEXtTsd+XHxzk4UogOFwPKGrkinWg4jEzHC7+++/09Z2xWCszW2xQFkehBgCtejE/2dPLHUcguHthb8QyOpcBBD1lFG87AgFn5xkYVyLcBwBQy1YHw4JNra2tsdhrDgTTj7zTKbGRsZanPv/zZ38xwWKxPjFZh51fENlyF+2ahcWFT0ntS7vHrSd3J4rveWOxZlgs1szG1re4cKCthmT8+W8vX7Azw1pdwxq7kZ8K99QAAM9IgeH+QYmZWVlknGtUBm0KQNRVHW1iaGJllME9biyDaHXzjzKI3u44AgFPuG4dU9Q0g4CE8yTd4dxf//x/ThlisdibhMDHPJ1GstwdFmxqZWWNxWL1nZ3T20fX9gEkcxUU768ufHXmip3vdSzWI/BOLWesMOLS6b9YlnRvKVZZxCu/O30jqol3dLzHHpQ8ii+e/+6vXtGRQKvMa3yt54JsbZzpThnaPw4bASspPg7vgU9mdI5sv3lryAFw0nyrVlYAAGA5M56eX8IDWGnI9vla78wXJjY+dlisM/5WDU+HaCT8rgiSmbW1NRaLNXC6mdHGW+Cxn2R6OFhgsVhnWyNDR5zTfT7IFjqTr2P+GN0i3NsZovlZ/sdXEQ3DUsX644JgG6wZFot1ctf73MPfvXhRLRxh3Lqi98Uv/6BnYWlz3c6xoHdd+trZLRqXqLelZhcxiiPoh9MbqATckvDz3rUzh+v4hddcchpHNo7+7CbuF1dlVD7vRinqbclxxz5YBwCA9YFgC/uc0aOxJ/afxWTXlLS/Um1X8Saybawjm4XPF+g2y4NId/z9Q0MJhka3c57MAgDAas3jLKJfrRgANgSdFCemSI4AaA6GYwO9/YiBoaFBlrZJzO4lAOAyi8nu+NDQwJt27nYBtXsAIBdNlLiali4d7sZWV/G92vaZfYAxWnFNfpv8bz+9bqMWn8AS7BzFpXqc6u2QeLfxsCYrfZp7Pyi8eX56osDN+cEaACAwQnEqmjtsr9gR4nXLxTUwPDzc1wYbTMkeOdyGdJb9mEidOn4LRKtjJwX53sIHhoaGWNvHF7bPHq1Z6Xj6mPTwuBf/9nKlj8WNmud13dlIXHx26eDhrojqmeG2zjT283owolCslCVnj8qkaljKT83umF1+PuzHwUDuw5K4Ryt/+2Ffp3iWmFOWUyN4denuymipW9KI/MWJ/WprVpK/vTOZ2Tf5LQNaIRqETTHEOlo7e3niPexds6p6Vw73SdxeH4W9mdr//PgfbC1X+V+78Xh07/D3hXivrEx/K2JWTvagGgBgp4dG9riWMwcAqnV5hUtS3+GZ9kKuP4M9sNSfSbhXxDysqq+yq8sLKnlSAACZcLrCM2MK3gSNS9TbUrMLmczYUhEAgEY62ZyI/4NRYfP8Mp/P5zbEXgkq7JjZQw5kWyLBfHlobBope4AvEG1LD2BvvPNhiGl0wwKfz5+fagg3uJ7VMykGnWJTxCsm3MlJLhzd2lVqAAB0B/LdkfKn1OtRnTvra0Lh3v7BweazcFJwdERyRnr67WtXAuML+vfUCKIauMukeqZzVCrd7lhfgb9FNocvQxBEJZlpK7mflZ6enp5CcouvYw31NpemeHlFZqanx/l6eNu6PJyWqUElnqsPM6A+6Z9a4vPXRLtypVqrA9jvTkmnReVy+XxWQWTczZBmASDafekmf4rzlGrmy+hlL/BFEpUG0S6XRWQ9zK3nCfh8vmC2kV7OiG8ea+9OtY19ptzXqddXygLMKR3sDY1KtlliH1dUw9kHAEFpanZKcO3G3u7exmpPNSPZKrhpaVkg3FHoEABQyeeeMek5Genp6alh+NjH1cNiAADdbP3jXPfobj6fw6JTbB1y61opblnNw2MrfD6fL+QU3KJ3VE+oQK3c3WpLLMm6lTW8syHc2JSrAQDUCiE72+deTXmS193h0fWXxkiaKCxlJhQvvVigUyvFfIFgbVepfaUPkvxZwr3qgtYXEahVyXb4HFYtxcyvenyGvyZWSrd6Cq5i3W63riyO1kdfcwuMblg8rA7/Da1EXBeo5xToE5VGoxc3T67t6gBAsy/Z7sgoT/NM6RdvCNZF0gMAze7G4F3XlIb+0eWjTxpS0pUUGJxOCS3s5/P5KwN3w/wv/Wd0z+4+olhZL3UMqxyfXeSvPPH/0tCf1rI4yiBkZia2TPH5fOGmWKrUaA7HOBLNDuTbBT7h8XiLzXdtr9Oqx7fUctHG1o5CIZfu7OwHk9C4RL0dzUhhVoy1R25739zKwmg+6cpVxxvhlzHmGAzGyJfWuLJ3oAPNTHW0jw1G/+IlvYuXjTDWt+IfzwDoVLuL7feDnBydHG9YeVt8ZpAyMC2B3Y7QAHuDC5cu6+nbR9zrWgMA2JtruutpYHjp/EUDDMbMxqGArVCqZE0pXm7Y67a2tlZX9Y0MvNKqVzVKDjPM4tIF56garpzXkKB/8bK5E31MqdyfqyLgnK/b2tra2mI9yYwRoUK+2EK/Y29ta2uLvWZmom/q5P1kHgDRKbcbs7BWplcwh+IKuzcBkQ3lRLnqYzAYs5veea0rEjXsb40wb1/FXDHUO3/RwMgIg/EvnlxTAiDC9rhQR0MMBoPBGDqFZnaPr/Zl37z0tZV7brd0o49uYaCvd5XSxh+vIXmbXrpsd7drjD2cG2isd8ktIu5BboE3xtBA/9L5i4aYq1i7xKfSAx3AdL0vHoe1tbW1tb3uQX7Yv3jUB1C+/DT39iUjDAZzzSa6kCOWq/eG87B2Zof7ru+f+2xBhgCsdOeG3dDTv3xBzxCDsSOENBxflkSaKReMKQXT4uM7VZKV8Wcprv7kgKIXs6Eh0qWuNIyNjVVun1jxykXajtiwKNfgwu5R/h4AgHaTW52IMTI0uHT+osEVc6x5dtfjOCfbP/3lRnoXX7n+jOyk9+VZx/hC7jfdRtIp2Y8dLa5iLK7Z2KbUzzyvWWwMFsbZ6+lfunDJCIOxcfOrODy11u4N5mLtzY8+aeD9Dr7qQDpTTfGzwmAwV25YG9ua4bDEe2w1otqbLw2+ZobBYDAEFwcDI8ydcrZ4ojcz0MHw6Ct2CY7vEh1udKEpUd8Ig7mCMfROb1jYVGo2mwPwYZSOpw1MasqYhR0al6i3JJ6qzfFzdQ5Oqp34uwc+UO1NNcaTyTFhwTgHg5S6ceEJB4JEvRVEtTPWmkAOv+P61e9MMqqmxMfXGVefFZJdXYPvlkye5JsQ9BbEe7q4xxR0n+DG0H9/aGUc9T4hiu3JllQKhUJJy6pf0KBTYf+DIAfiiY7UlJRkaiYtiznA3/2Hjoe2OV6V7mf3KnsXV0rHpvTvGmb+Hw6NSxTqHw9BkK2trdcWymQysfgH3Mb0nVFuL452t76mvZ2zpnzTOFA/EGhcolDvVm9vL4PBqKurq6urYzAYDAajsrKyqamJwWDU1NQcHBydyH366adEInFjY6O/v39hYQEAoqOjzczMAEChUDQ0NOh0P+zs+BFC4xKFercePHjg5eX129/+9sMPPzwclUxPT+8nP/kJgUAICwtTKBQqlSo1NdXHx8fPz4/H45WUlDg4OLS1tSUkJFhYWMzMzHh6eiYkJGi16LWJHxg0LlGo74OXl5ebm9vh48bGxtOnTx+vOjg4yM/Pf3lOTRaL1d7eHhoaamBgMDY2VlZW9hbvrJxg4t0i7g8vvtJKdH+OmRaFjyyde/MLdVvdaUlEe3tXSknnGhrV3wCNSxTq+/ByXDY0NLwcl1qt1s/P79SpU+fOneNyudHR0YaGhi4uLvr6+ufPn3d0dMRiscbGxi+dXSKK9bHR4YGZtb3976igqwWPUwzv2F24lDQ18GISOtV0Z3aa84eWhOTAtje/dr02KfpuaHru7bC8otr3PoPdDxEalyjUO9TY2Eij0Wg02rlz586ePXv42M3N7Re/+EVOTg6NRqPT6UqlEgB+//vfV1VVAYCpqem5c+dSUlIyMjKysrJSUlIcHR0/+ugjjea4MaR2+Ykv8YZldBlH+OYJfhC1bH0kLd2tlL09cS+0XjB8lHhqUfOTyLQSRn/TQGdFWO8bX68VPr3zn3/4Xx/8j389Y+lDLa592r6Itup6FRqXKNQ7RKfTg4KCSCTSqVOnPv7446CgoKCgIFNT05/97GeBgYFBQUGRkZG7u7txcXE//elPMRgMj8dzdnY+d+5c1EtsbW0//fTTl+LyJHRKflP66Q/+bOns4eui/x9XQnJ6+HIAkPdHXDL+0/819g12NDM2vEqq571hs5qV7kd5iSH2f/3dv3zwwQc/+2to3sQJBiX6UUHjEoX6Pnh7e3t5eR0+bmpq+uKLL45XIQhSXV39q1/9ikQibW1tOTo6njp1yvUl+vr6n3322ctxqVFsb4k2xHLVmyepQTRK/mRdS00p/S7VF/MFNjF/cGMfAFQb45yOqspHufF4uxvXTKK7V78thXVD9NyU4LCI4Ojo9FIeemv+VWhcolDvnIuLi4uLy97e0QgQZWVlp06deu1O9+nTp5OSkqRSqZWVlaur69Rz8/PzRUVFn3zyyXGTIwDt4mN3F3Mj0qMhwXfOtrs/RPe2M7qAId7rXngxruTBfG2mszHG2CG0dOLbNqFeaaWGN22tAAABCklEQVRFOZmZ37xDaZlTvOdZP39w0LhEod6t8vJyGxubkpKS4yVFRUW//vWvX45LnU73m9/85uzZs5OTk8bGxr6+vser+Hy+k5PTz3/+c7X6Ra4hiFar1ep0J8kvRKdFAAABQF5ZihxOenySbaAtPr8ZGpco1LvFYDBGRkZeXjI/P19WVvbyFO06nY7JZIpEIgCor6/v6+s7XjU7O5uYmMhkMt/7lO6o16FxiUKhUCeCxiUKhUKdCBqXKBQKdSJoXKJQKNSJoHGJQqFQJ4LGJQqFQp3I38Ylcv780VK0oAUtaEHL83KUjS/iksN57/uEFrSgBS0/0MLhvBSXKBQKhfouaFyiUCjUifx/cNSjw04jujUAAAAASUVORK5CYII=" 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图4-2-1
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EGg+Ho6JiTkyMSiUJCQrTG8t0YHBzUJtvd3c3lcrHb5eDg4O7uLhKJFn8vS67t6upa/L0s95Fh25hqHc1KpTIoKIhKpTY0NDQ3N2NXOTs7Ly6kQCBwdHTE6riiOywzM5NAIBAIhMDAwMbGxnfeeQdzWsEwnJiY+Pzzz1+6dMnOzo5MJtfU1GCXTE1N0Wg0bYJkMjkqKkpr6AEAysvLtbWgUChLZEupVPr7+2NHWSxWX18flUp1dnbWulzr6urIZHJQUJBEIomOjqZQKNgglVAo1H6bZDKZTqcvcVBmZ2djh0JCQmQy2Sr74xAEhYSEYBeWlJRgni8nJ6fR0dGMjAxra+sV28l9iY+Px65KTU0dHh6m0WgODg6Yjty3POHh4ditw747T0/Pubk5AEBWVhYWGR0dPT09HRISgjlzy8vLh4aGtD+EoaGhsrIy7Ex/f/+FhQUsZSaTSf4xLS0tAICmpibsWm38KveRuHnzJpZLWFjY9PR0REQEVp7c3FzsBARBsLqQyeSCggKhUOjk5EShUEZGRnJzcxffWwcHB20HsaOjAyuPo6OjUChksVhYLoGBgQqF4t5FgmFYuYhjx46tSi5xcFZDZmYmNqPgypUrpqampaWlmMXBYDB0dHS2bNlia2t73zaKg/OEwOVyDRaRmpoqIxJxucR5OGg0Gu1f8WJjTTsjcpVOQBycJ4El1iUA+DR1HBwcnFWy4n6XFBwcHBycHzOoq7vCfpd0HBwcHJwfM21ujnfGcXBwcFbBL9l3iaBgXAb3Tao7JYo28XyLYKaxf6KxV8Lji+r5osm5Z2rVMA4Ozs/llyyXc0o0oFKe1CArbJ9JrRuNYAmv5vRYJrQf869bfzL4ekHNWhcQ5+kGRYFCAybnYcnkwvCYdGhMKpleUKpWu23SwhxSVTHqn1bfMzz9SMuJs1qeDblUasC4DIiliHAOFkxrhiah3nGoZwzqlkCdw3CHCOkZUc/I1MiPZ7HMKNDgKjVPBE3K4d5JTfWgqrBZGc2Vk/Om/m2SGFPIW6vq4DwboAio7FOdCOv+3rPtgH/HYZ9mj8yugbH7b5iEatDq1gW3TPl258F13/rnVjzYkkecR8WzIZc5HerUVlXdMFQlUnMHZir4glstDXm1xRns2BsMj8BMkkOUQ3AeZ2xWufiqWSUSXCXP61ioGVpg8Wcz6ybCGBKX7CGj6+3vX4iMLcLlEuengwJEBcMs/vwej9Y3Lt76xKl1d9ScYYIsiTUvk95rS6HOzjnvtKmT1xXfhsy+fJnzX9/4FlffazcWnMfHsyGXMXXKsn5sBSgCwCwAbQDOBAoPzayRYvIrYe9f0go+8klJF47/SC5nFGhwtaJVAi2okVEZ3CaBWN3qxHrN1VuyjVfS4orutaYbB+d+oAtquEGkSuVJU0r7L3jRPyaWbvEaOhQyZ39Dym2UK2VL1iyjEokm7db8xYiZbwKnPnbif3i56JBNlqFbXsfA+NrUAGcJz4ZchlepCzo0GhjRwHOQugeomYj82vyEpUSwd6D3H7W1v4lIetczPkU49iO5nFOiwVWqgg5No1B9q1OWUjMVSh9xyhw6H9H0T4PwuMK6taoOzrMAChAELGiAXAMAAAqFIreUf8Sh6B0Lxpe+otORcu/U2eYWqWYBAgCoZBpG+aRN/NyhiPn/uPa/fbHwsHV2fhkfhZ/oLdB/cTwbcpndJvctm4qqkASz+j1yG8/55BymJR7zvG7gG2Lk56nnQtFzvhqVVz4zv8S6RIKr5K0SGIbBlAy0jwImHyTWgasl8GaLzHjcd4nzs5mUQdmN8vpBNYoAAMDg0JiDf8lHegkbKLXfR0zrhkwXVciaG2adQwVHwqXfhky9Z87+7FxCdHKVQq4EAHSI5g85pJQ29K9xNXAwng25BACgKKqBUQ2M9kpkm+3KPqL2WiWJmvrnYAQs2uAGBQDU9sgyeNMLGkSFgrAadUGnplGooHcOZzZWXi9L882PIyRc+/AiJaaweu1qg/N0g6BgTgl4YnCVqf4+bPxyymxgueZaNRxdj/jemj/i0fKRTe0XXgNfB0/qxs+cj5F85iHY7DX4LrH2DYPCs76N7nkSp6zhy3GD/zAvXffN1cLKzrWuEA4A4BmSSy3iadWhkIGjN2DjLLVd9oTbzUlyjoSYIjCJ7TOMbLkQ3rjTtXV/0Ph1HpzZMO3FlndNoApoSqGJU2k2LijWzU+u6+9ZZ+C0IbHkiXscDc7TQv+42u/WxN4QyZFEWDcTnEkHh5PRXbHQtnDZtpCpnSEz24PHN7r3fWDf9HeLyldMOH8z4fzFkP7n88V/OF/y32eL1h0rWne0eN2JonWHUp/fSWPweu6fJc5j4NmTy+EZ5anQ9v2Bfacihw4E9ezx6drh2b7Vvf1z5+YNDjWfkCs/IlVvcuo8HdZLjG90oU/T+zR1AklFT15xq112tX4i84xn2rFPL56LKcTnXeL8RBAU1HSNXAjmfkDk/tOqbptjy2735u1u9dvd6r5zrvrkCuPlc5n/p5f1f/q5rxnk/Onkjf/eG/Xi8ZSXz6W/rpv+jkHau4bJ/zS88ZZBynMHk371zdWSWlwunwyePbmEYHRkWtE/MtcnnukRT/WIp/rEM33D0wMjs/0jM4OSOY/UxmNXS2q7hmeVwK8SlHVMiAbru9rqGpt6qyq76aVtSYV1+q43ClhcAKvWujY4Tzc3q3rOuRcEZtR09I8JJdOtPcNhGby9drnvmdI3uXbv8RiMKBAnMzq+t85953LJRje+ZdJARSVb1Jovamd2N7HyctPdA/27W8uBegIg+LDPWvPsyeV9Uao18wsqAIAagnkdfLmoGsxXg7laMFsHZurAdA2Y5kJiDjyYDwtz1DNta11enKcbNXR7wpB4ZMY2uHzjFcZWf+G+KJnpteli1pxsRgMAGB6Xh+R1moYw2VVcMFsPZA1A1gyk9WC2BsxwwTgbjLGAIAsZ5QKA3DM3nEfJL1AuAQAAwIh8ABpmqfsLemvSChP9g92Jadc9hU1FoqZ8YX3qSH3iEC9prC5U0RWoGitHEdzMxHlglBq0YxRi92m6BNLovPadZNa/bBu+CZoxiF0IzZ4a7JcB9I72oQpkpnG2K3e0Mbep5EZ8gFO4ty23IFLYmCtsShfxEodq4sYari/UOy20eSBqfE3kGvHLlEtEOYFISpGhor6KFGeC4euvvvS3V16y0DuU6Gsb52sT4W0V7WUc5nKRl+0FuiMWOvw0s10/tGwcnNWhhgC7R2kQ1b+DytlCbfzWX3I6dt49T97QrQTIj9bjogoJ1BM915GdEuG+bcsnz/3mvz/99zvelMuxfjaxXoQYT/NQt0sliVRpY6i6xWOhLx5WzaxVpX7R/DLlElWMQqISICgBkkrZYGlLWXykh2VuuAMYvgVGSsBQARjMAn0poD8RafNSNbhAE/Uocq+Fazg4S0ABokYgVpf0Gy/+Ry69X3oNHPbvCS8UDU8ol5+MyIfVXZFAVAYNV422Fxfe8L7uY9lYEoIIbgJhIRjIAf2ZoC8F9N5QtQbONlIh+fDjrxHOL1QukQUxIspCBm+KGgry47zsTE+cPvSNq7VuWYYnJ9mlLJlSnuRAj7XtvUVDm93k9RTlZAOKrHYjGRwcDBSA0Tl1SctUMnswmdV9g9FRyBsQjq+wMSAqE6havGc7Cni34oOvWuod23Xp1K4EH0t2omtZqmN5kgMzzq41n6Jo9EebvBaanOCF1T5FEudh8suUSxRRwZNV8hbnIU5YhCdx6+cf/ee9v5ONdG7F2JREk/IjrhSGm2QGXmzKsda0uim6Y2DV2GMuoUqlruRWZaZnogj+LLBnHBQAWDWtGkqZrHItjnfQP73/rb+/9t2Wf0e6GRZFWRZHWxaFW+QEXqxNt5kpJyg4xuhYPcD7OmvCL1MuAQCoSqoRF6rbvVB+gKojsquQxi9wAT1RoDscdAaDVk+klaZq9VT13oCl/dhyoMdGVxf/VmFhdFgY7SqNTmewyznPXGCzmKy2tjb8wZAAAAQFEKKBFCK4L1bT7gX6oqbrQjuLXMVcL7g7DOkKRdt9kVaausV9odVbLihAUbyjs0b8YuUSA5VLNKJidV802u0D2p00TVRFk4OiyVbJD9IMpsIT9Sj0+J6LDcOwWCxmlNwqzstu5VUNdLbwKsrLGcVsenE5vbicfvvN4tenInL5OVXlzMjQkKjIKATBB9B+AIIWlBPVGmEOGAgHnVRNm7OimaxoslU1UxU90QpJKax83L0cnB+xXC4RR0cEQX9qeDpbPwrBynF4QYgqJNDCCKqQAHgNnjyhVqt5PF5GUlJl6a0hfpugu13c1ynu6xT1dYoXBdFDjXy4qa0yckLcX5CdkRCf8LQ2mEcMAs3DciEqH4YWRKhiBCjHAb410ZPAcrmcuHw5Kz09Mz19yetqIrMzMq5HRRcXFa9hjZ52pqamWQxmfmZGZSm9hlPGYZQ8TrvvkdqbnDvvq8qZ4bh1ibMMBEEFAuHo6JNqRC+XS7mVVVcTr7OJt+R1NZEDnc0pCXEx0TGr8kmhMAKrIYBoIARFYBhGERgGsAZ+MHcWisIqeLU+MAReKXUEhqGf/7NFEQRWPyyvklgsTklO8fb0Li8tr66q5rArysvY5WVs9qJXbXjyI5edU85kMNtanwTfJQJDKALDqEapVKpUmoc+hIIikEqlhtAVI1dXexRWa1QaeMVBPxSBYUgFPQsDgkNDAuatW4kxMR5XaQX5BWvtXl8hzFhYLJNLErGvo/mnBVFfZ3ZqckL8jdX8DKCRKobX6UM7j5/0ZA6JmusiiCcO6pwgh7JHHmSdFywX0x0s91t4J/Vp7nuygs90N/zmu0vGST1qAABAZMWOJw7u2GkZl8G/h48SGp9fRUnU/bxrF/X2+WbyH1q/aXZ2bmJ8YnoKX8XxiECBoo3ubXrqgM6uo/oGBnrnL573ju4SzKgfmvooxnuzzWwvHvre8npco/R2rqopfu4Vu0uHdlnERNXdv21NVfkGWZ04cN6NdHP5/KHpwe5Kb/bwjOIpttOnp6bZZWW56ekNleyBrtb6Ss6jc9n/nNRmzE2Xy6VVb3vTTwvC3o6sVcslQOHhqubrJxzz+aIpxYK8Jcw3ItSqSAqjAKBqRfetxEhfT09Pz4Dk7BoxAABFEWSkLi0u1NPT0zMs0CurpKBqVAOjKKwqsQoPIl72jXOgUFzcffN5o6q7SCeiqXCxPrThdR2/SFbHbGcOjXz435/bpGT3QwgAilEhN8nP29PT09MjurRZBAHVQEuB22WDgx9u1TUys6VQKOF5VT0yLCkNMlAa5ufmQKFQ/JPCwzmtJXVt/cNxp6lBQVfcgikUR6+IlFrhz1DOycmpSi43NSmR5uaenpqx5n+ti8e1S1mlgiHBT6/bEwQCd1zziYlzKEcBANBoa8p+k7iSZjEAQNrbUhLl4enp6ennmVInnNIAoBZzs6Idvf0CSphlsd7ezhRKfGHNiBIAoJoYrkoJ8PX09PT0iCyu7dM+vwxFIJlKnG5JywjJlyyKlKtGMq29kvyyhD8qjriy4EaAp6enp+/1uNLB22fDas0cKyIm1iyYv/hcZX9xUSiZ7BrkzRZqn2SByAUtjEQPT09Pby+PlOTo4nbJ3NRYZX4sxZHqQHb08IirrCgOCfalRCWxxNJHcksfmNiYuMTYGEF3m7Cno7+jWdTbKe7remye9NVHKm1IS+VS8fOsyweQSwDmupqvH/n8+Okzugbnzx//Zo+pu0c1CgAAsFJR4EpxtLhsY2N+9IS5Ja1SARRyRb2TpellAxMbGxuD00bm1KiOBcwMqHG+fPzEoQvxRYyb11N9SYbpA/y7LBJDuFfDor3Nw4sTLA3t7NwS+8r8bLIbs3sAAGC0syPaTM/O5oqNjeGuo7RYBl8zI+HnxgTb7jQIjEkuYpVWdI5MawAAQDrGv+V31CMwKruYxWLlhlHOmBsZ59WIxSmXdHaak1yyGIxMd28fX9sy+aqfk/oDUhnfM4QAACAASURBVKm0ooKblZ5WWcYY6Gxpqq3kMEuekH9aNqOkglni7U4rKnxWPNSC5IBgmp4/vays7FZOYbAl7WZz7yQAoJdZGmB8xsbGysL83K4z4fQ2MYpIBR10b9ezH23aSQxMymcwmY3dQikEAJjo7YsxP29nc8XG5sLuw05h2R2Lv/fZYkpgbnTR6I/yld5yCckJy7tjMMIyeU3wsePH9py8aGNjY3PpxNlj+89caxHMoQAAANUmp6daR/QuTgCa6e2tifTxctztwhufv/2LE2QlBeodP2djY2NpanzipGN2Q69GIRMUBJw5s/UjO/+kRJrRHrJzWISrlV/wtbQn4y9vemq6rKwsKz29rpI90NVaV8nhMB6fJ331l69kXVpZPajjUhsGOptTH8R3uYJ1WSyH0YUFSU2ok6ktwZZKpRKOH7ykS0gdgdWIWtqYGe3vTKVSqWRLom2gH2tMCQEUVheZ+caE3hwCAMB9w3Sn4xHNtcMrenMQFcPOiebmSBfNStoqO6bmZiqCjCOKE7sgZIJflehgYejgSKVSqcbbtxO8kqrVAIAJcVuqgVtt7wgM1J0FsfnRmT0ydEbUmGKy63p5yzQCAAAIAqkX1PB031DCScfUmoE5AMBEYV6St27q2NwDGpitrW2ZGenM4pu97U2D/Na+juaBrtZBftsTEgTd7cKejujwcPotxoNV7AkFRfrinIjnNhy2IBBJtk4esVVjMxoANAOVOQF2JsaOVCrVlmD45XfUlEq+BgEACOh1sbouzDHpD18sMjHAy3S5YuBAoVKpVJPvdli6xVQoEBQAFIE1KplSnGF59UZAZr9SpVZDMIrAGpVcOZJp7ZHklTKgVKnVEAJg6VyFy/d7ju0/TaBSqVRHMtne2T6uYUyqgdUq1Swr4nq0iV+LUqlSaWAUBQCgCAoAyq9kxOk6VQlHZUo1hKAoPNLATvZypFKpVFsHc8KVaF79MARAc252vNm1gdmR+UKDq1kNQ+Pt3unXPQKbH3Ck4FEyNCigl9xKiI2hXaUV5Bc8Rk/6aiNX8F2OXb7804bFM9PTszMyYlc9Mn4X32UYd1KjmBrM9LCxM7UkEYnm+ifPHDxt7MxqHW9jebm5WhFJRCKRSLC/mpjLn9fA6lEmxf7ogcMnfW40DCm6864f2b37wFl/5uD4cq+9spvhYXJs7+59xPBcAUAVnXTbiye+0zlqG5crlE+0Mf2tjIgEIolIND659/gRK88kvgxoZvtuBh07d/6snsEZ/Ut2KVltkyoAYOWEOCXE/LLhOQMDAwOD8+fd7exio8PPHt+356h1cr1ENFoUQjq0f7+xc1aXRrG6JrmwsJB4IzE7PaWnvVHY0/GTXSKPNPR1NA90tkRdu/asyKWoOZBgduzEYUOCk294xcSdaGS6qSTR1cSERCQSLS0uHd159JhnWnltNT2adOS4zo69J/T09A0MAm62CVQAoPKR1vIQgpG1JZFEJJqc2n/s8BXX+O55AMn6mREWly+cO/T93kP7D581MLnqm9M428+KI5ldPHdo176D+w6dNbhMdUtt0wAUoIqOQk9vewsikUgkkUhOvldZ/ZNj9QxfsoneiQMHD+7cf8rA8IppcNXwLAyAqDLGi6h/8thRne17Tpw9Z2hwNbd1VDRCTwq0IJCIRCKJQLR09yvsFc8phgpCbQ4f3HPJJbiwM4dy0cQ55lZ2cByZbOpR/UQtPn/6RsYf37zL+4yMw5BGpVQqVRAMIQDWwAiKwGqVSomhgbV7X8FqGMAQgsAwAlAUhhAAq2FkZesSRgCKICisgRCAogis1iAorEG0I+NqLH01jMIwAmsHHFGNWq1SqpbWDoHUd8qjVqk0EKyCAQJBCIKiKIIiEAxgzerH3NVqdXVVdW5GenU5o7+zZbCrdc3FcUW57H+m5BJFYBSFYVSjUqnUS78sRK3EBsyR2y0MhjUaSAMDRKNSqZRKNbS4xWuw1qmGURhGEUhrXaqUKghFIBhSLbIub0cityO1ySAodKdNqVQqCEFRGFarVCoNDMMorF5sXcIatUqp1kB3iqOGEBRFIY1ae/2dISsEghEIRhEIKxQMwwgKAAoQ6AmyLp8CfuGrep5AsHmXuelp9dzyoe62/s4WrP8r6Gl/bAHLrq+juWeZXPY/a3KJg7NqcLl8MhkaEhQV3CzOzW6p5RblZKUlJWanpWanpWalpebcec2+E35OZM6iyB9OS00uzMvpaq7v72x51q1LHJxVg8vlEwuMIL09vdnpGWHBYTXVtUKhSCAULXl9RJFsdoWPp1dTDXeI3/as+y5xcFbN45VLGAXDVTebBPxJ7OO8kFfgRHWmOFKpjo6OFEpIRmqH7JHlfn/QBUlfiZu3K4VCpVIdHR0Dk2+03HMW8VxLZk07a2DhfgkjYLT6RmljXvcDb9ixJsteBgcHg/wDmmq4gyvJ5aO3LmEAhmtvtgm7pgEA8ERLXTrF2YnqSKFQKBQH71Rm68R9k3iUyKeFdVHVQ5L51S0BmmiIr+ppGn0Ui74nByvSQykUipOjQ2RU4nXOmPDx7QizKqabb1ZUxTWtZpnH08DjlEtkbnwozc4jrrx2CNMXRDUr7mLmFyVYbz9FtfPKpFe3tY6pgHp2sodbWzfc0dbAq6LTmZWNXVNKzfxkfyWvTtze1lRXTaczuXWtkh+2pUbGRR2VLBaLxa6rG8Seq7Mw1lpbVdHeMzA5KWlgMFh0Rpd4dtlgzRKg+ameUg6zJPLC91ZESx92W9uMGiz0ccsYDDqdzuoST92ZTQctzPSWcvPig/Jr2WI1AACopsb5lTV1Ix1tdbWVdDqzuqlr4s7cYRTMC5OdfH2Cc7qfhq0Senp67yaXj8F3iUgnBtJsaLHl1YMKAAAql7SkRRO2nPFIyipksfKCDKydHQMrIAAAkHbXcktZLBartl88iwIAUKV0uK2W1z812tfKr6TT6ZzadskP/2ZycW8Lt4zFKuXw6m43QsVEG6+a09ozMDE9irWTbuEchCiH++pTgwO9TRwTCotu0RmM5qFpOQDo/FB/TV52ZlpAhWBMu5BGOSXpKkyOoV2yi0pML6LT6bzOoWkYANX0eHshPTvWr7i9bXKJtkpa6zgMOp3ObGjrWwAAAFQlHaysrxO0tnY08eh0BruyXii756Td1kj/QAvL8MqGBh6r+Abx6KXIkluN/IY0Pz9vU6fE4hI6g8lqFc7JEQCAZkHCby2t5DWOz031NPBK6fS6tt7Z241xjn/nNg6Isfn1qHphrJNXUVrKYpXV9Q9NAwAAtDDWV1FVV19ZwWbV9gkFYlFXeUVl3dQCigIw29vGK2WxWFVVHP5gr0AKYcs+F0ZKQiNdqdEtKvAs7Dr3GOVSNTXYHH4urKZteOk/4FQhIaCspPH248NQmaAj3fbshq++OHDmgiOZTDhPIIcG1ojqs6gXP9v6+f7T56lkMsHQkuDh16BSaTRglBvjT71kZEIgEAjGl40J1GjusEQ+1ZZyzXbv3q827T5KIljbUskOeTyhdJXf2UiCfU5hPh+op2rzIgyIBta29mQy+bKlHjkprkqCAgCUU0N0Fx+7019fjg7jzAAAUGlfUwLhxL+/2nJU95IjmWxpYGEfFNaq1GgVujUoISH0avX912quOfeQy0dvXaqmBC3XzoXxWsXa58lNtYtzLvlxJXMaANQdXteivIJKhgV1GWSSmZm5OYFAsLqgT/JJKOyG4NlhXozRgU/2nT10wcmRTCZbWV1yvepd1TevQQAATRmxnub6BIL5eeNLZrSq4Xk5mOanhVP27f524/YTJAtrWyeyQ2GVSAnNNjBizY8c2vvB1vNEa3uyo0tWw7AUAFRSwYo2vWxssM2Z2zN+pzXN9TYXOF/S3fXu56cNja3JDtS4W3WjAID5/o5skoPViS1Xsm623xFtVC4dqMi2oBiZkkhkMtnyygWzIOfiPhUkHSn3tdi6bdO3R845ksnWlwmmZJfyyZWeVXEbSfXNNBeCnYunp4evtyejZUIBD1cURJno6Oz98GtDGzsHstPVvNZxKQAAKCabC+IuXdD555Y9BuevONiSyVFpdIFMLRnipdgSLM3MLQgEgtWFCySfpMI+BChn5gpolvYWxgTCpRPG7mEFg2qgmmq6aXF082837tAxNnW9SDTRu3LClGBAiW0aq4wJc75y0YhAIBjrGxDt3IrEM6o73aL+NHqSqy1LsfAM7Gj8GOVyfnSgzONMcl/r+NIj0hJSUBmj9YfbCasAx5ySW9U9CwBAaxtKI8zYQA2BJmtqBrt9AgAAGtvZ4ZeKUY1GCXOubNyy87PD1jQajeZEsr544oBTUecYAACMp+fHkHzL7ttXBgDAXeX0HGrk7WVnbU7GERFZjYLyXH/LYzTt2jV1vluEOylN8sNldZ7Xy5LZt1s0JAVlJvb5TcJ5AADErWDEmBQvmpoiiIlJjrZj3r35PzH03pHLtfBdLowNcT3PJPe0/DD5Ttbfk3zia4PLl4yMDHUOHLZM5IjlQ7ygQ799/4SptQuNRqNZ6+sb2tqnigAAQMUL3akffqML24NPUZXu/o1hau+sHJlqz/L0odo40mguV0zMdAzi+2SY62c8Mz+G6Fm6tJ30lJfnERNve4eEbYP8odvv5cPFFv7NP95JYHq0J9fomhDLdE4gbG4bv227oRy7kOqKrjsnStvako33EWq77mTXW5hvdzwI2/KgkeyVkVkmBgCAwcm64PNZ0+K7eaeQucm52ZE+4WBjQ0NdGTvObYfVjZxGBQB9RYx8m1TMJkEGWwb7xPO3dX169uYlUkLjolmNszXFHrv/971TZtauNBqNZq2nb0h0yOmXSxoLgy0obq6uNJrtsUPWDiEVAAAAAyXLmlpRLwTDN1KTPVL7NYOiAhO/CmlDQVZigIMzjUazJzqSvKObpPNaM2E0j57ja5I3J38K7IT78Tg746oxcaWbZQS9pev2gi3Md2lHMTu44evjR84RKCGpaXwFgGZHWBF6m74/TYqvHRudKQt2OPzd53qOAf5h5zbvP0m8XiUZnasIdzqy41N9z9yuBYWiKzfK3uqyCYlEIlnb2jj5XC3uGJ3sa0wNN9l+9OC2gxZuTs40n4KOufl7dcVHuivSvEwIDvZ2FIrhuQPOkWndM8j0UGOau70Rxc6BQqFQHM2tbKPzi4UoUMoFnDSaE9Xq+Gfbj+4+bkmhxccX1PcWBOlu3n3GMbV5cnTylo/Voe8/uxxY3A+pAQAo3B3pFxcaQ596RHf3YbKm1iVQj4/UuhGvM5r5MhQAAGTChgTn/R98edzIL7dhpK88IcLsxPnLvtS4RJqNoa2VFYlEItmS7QNSk1ulAABEVR16cBd59/mrTk5UihXhkutVr5qBeQWi6YunkS+fNrYhka7onzr2xabDZpncvqaK7MgrO04c2XYEaydFnXMyrJ0gotqsQIPvjMl2JMp5vf16MUmczg5mSqCDqZH+3g+36l62sKMEFdT0zgEAADojbk4w2XXxioU9xcrw2Akvr9SG3raiWEcbW9Mj/9l28rg+keKRlF0zBlDpnJgdSLtiR7KjUCgURwLB1j0ivgeG1Avt2cRvdx3T9SkaGFloSw858c1/DpOiqidnV+wTKdlBJpcObDemeXp6erpctbczjahpEKkBELKTfPR3mlLIBDt9vf0GCUm1EjWYElZn+Zw3OfzRrgskG3sqJbakUagEAJ0e5Rd62hpYWWhvY1I6f1jSWWx/8byFsZU1iXRx71c63x2zv9EwMNlw0/bUZzvOWSW15XsFOupb+mZk14UeOnyRYOHgSLa3tSaRSNam5kSfq/nCGTkMAAAoLMq+keLhlTsGNM/ADM/HOtSDLmhmShOCS5vqMFc95rtksVicai6bXcakV7e2TmgAolwYbqqtr2TX9o3NzytGBlvZXB63vKGhnsurqajvH5uXK0eHWtlcXk11zxSsAQDIe3qbylkY5Vx278T8wtRISy2Xy+ZUVpTS6azyiq4xpeo+X5haPdZcymTQ6aVNo/LbHgNYJhsoLWMx6HQ6nc5qHhqdBwAASD072FpeymSyq7jsCjaTXt7Y2CWeEzbWNlSz6/on5PNycX8zp4JXV9c/g8AAAcPlrmEFviXip8KDs7a+S4AuaGZYccH0et4oAACoZ6cG6ypqqthlzYOTSgAAGO9rq2ziCWYWRJW1Fbe/dlZNW8uYGlFO91cGXNh+2fWkXUx4SvaPfZfQGL+zuozFYpWWszlVdZWcvtGpkaEOXlUFm1PJKaXTWeWc7vEf2gk8MzzELWUwmPSyTokKAADP9LVUMlilZZzqyrJSFoNe1SWcvNNd0MyN8jhsFoPOrO8bVwEAVGPdTSwWk8Wp5pazy5h0dnO78M4GLaPVtRVYo2JWt3ZPAgAArBlrb27isqv5Q1NSzbS4k83lcdldo3Llin/zqGJmsL2uohRrmazyLq0vFZoUDlaw6Awmg901ftumW5gVtvPKSjk13HIWk0Gn1/eMzN7uzmmUw9wqjvY2trRNIgCGpL1VleUsFotVVlHJ4TY1tw1Py8f7uJV13HJe//jw8FBvR1MzXzIv6W6oLGUxmUwmdn1FbZPwh721J2sj47NtU1axW9hTwRpMJELXaLh3bUHhp0IoMdbWurzNT2on0NxoY6Kbh6OT09Wo7FrJGuyJj7MYFEYe84OuHilPwrxLBEHq6urodHpVVRWPx6PT6XQ6ncFg1NXVVVZW0un05uZm7cmnTp0yNjYeGBiYnJzk8XhYpKGhob+/PwBAqVRWVlYqFE/YdIqnjTX1XT5BjI2N0el0FovV0NDAZrOxlllRUVFfX89kMul0+uQkNiUOcLncTz/9NDs7WyaTtbS0jIyMAACYTKaOjs7Y2BgAoKOjo7u7ey0rg/PzeRLkEobhyMhIMpm8YcOGv/3tb2QymUwm29ra/uUvf/nqq6/IZHJiYiIAQCaTRUdH29nZubq6crncvr4+FxeXkJCQmZmZ7du3Ozk58fl8MpkcFhY2Ozt730xXAttRW72044CoVD+svr03kFq9yjOfaJ4I6/IJoL29nUwmm5iY/O53vzt48CDWMvfs2fPiiy9euXKFTCb39PQAACoqKqhUqpOTk6+v78TERFZWFoFAKC0tLSkpeeutt0QiUWpqKolEYjB+6h1DEUilVEGrMdNQBFGrNPgzPR4NT4JcarG1td21a5f24xdffIHZjBgymczb25vD4XR3d0skEhiGm5qa3N3ds7Ky3nnnncOHD8fHxwcHBw8PDz/4E2CU063lGY5WRwwM9PUNTpm5FNYL5lCgHu9vLYjys9TX1zM4beFT0iCS3XUyhEYmqiu8qm9nZWlCCC2uFz7V3cA19l0+YUil0nfffVcrdhkZGR9++CG8yLlSVlYWFBQkEAja29uVSqVUKk1OTg4ODqZQKC+++GJMTIyHhweTyZTLH7xRIGrFeFayrellXQM9Y6JDOntSc7dnDaAASLtzvEIIFkQzqlt40ZjqGeoFPyGsuVyiKKq6s82QmZnZt99+i72XSqUbN250dna+veGPWq1UKpOSktavX//1119zudyioqI//OEPlpaW1tbW1tbWRCLR1tb22LFjb7zxhnh4BAAw35Ga7EOhRWU3Tt633cz1F1WxohpEAEALY5zYK/mcGjEC5J0s+o2gzKapEVEf5+o7zrEJZXcd114YbS0IOLbd+PxlvdPEG/TGURh5eh+ggluXAAAIgrC2193d/fbbb6empmIfIyMj33//fZFIhH2EYbitrU1fX/8Pf/gDjUabnJzcv3//559/bm9vTyQSsZZJoVD+/ve/29nZ3U5aPSdkeQa4UMKLmkWqe5VBJZ1g0Iyy8kv7ZUo5Pzb9mrFN+ujcykM/CECFTHcT+8N6ZudMiZSQDhm0cJeNuXB+Imsul9PT00Qi0cDA4Pz58++///7LL79sYGBgYGCgq6v75z//ecOGDdhHKpWqUCg6Ojo+/PDDCxcuSCSSvLy8l156yc7OjkajeXp6enp60mi006dP/+Mf/xCLhwEAqvG2Vi6LU985spp5lwAAADT83PRwlwsJ9a3j2h65ZvwWzdT4/EET82h2u+iuScnGaxOo37/5zqvPr1v329+/vPHbiyExbU/r2i/cdwkAuHnzJtb2jh8//sILL3z99dfYxy+//PLFF188efIk9pHJZI6Pj7u7u7/++uscDkehUOzevfvLL7+k0WgeHh6enp4eHh40Gu3NN9/8QS5h5exARXU5q65HMnevydvQvKQj9JtwJnNQAwAAgorybD3nmum7XSPvKHE5tuvjl//f//zPut+8/sGnZ3STWofmcb18eKy5XGqtSwiCzMzMtm7dejfrcmFhISAg4NVXX/3222+5XG5xcfFLL710+fJl0iJ0dHTefvttsVj8gIVAphsL45xPHDbRt41k9kpkSg2CoOLWAnpmeM2ATDo7OdQS/N13Nv6B9XebZI6iKKqRT4uTzS+aGZzcd+CCfVTWwFM0GP4jcOsS3LEuVSpVf3//m2++mZycfDfrsrq6WkdH589//jONRpuYmDh06NDGjRtJP2b9+vVkMvlBy6CanqJbEROLKnqUSqWwoDjZ3SZtdO5uTzFDEQQF882ZyW6nD5/VO7X7kiNj6K6z3HF+Amsul1pMTEzOnDnT39+PfYQgaNOmTVevXl1y2tdff41Zl9nZ2a+99lpaWtqdCWMsLpfr4+Pz1ltvCYViAMBsfVgw0cDC/Tp39H6dcWl7Nk33k48//LfOBXMzk0sXzjsm17ZL50Y7S1OcrY+eP29oaHj+GM2roLP/nsYAgKQz7ECyg5XJBWvvmLK22af1jx33XWrp7OzcvHlzdna2VHr7OWBxcXHvvfeedkwco7i4+PXXXy8vL1coFDt37jx27Ji2WZaWltbX12/cuJFAINw+WzXVm3PFzsjAJbmq/56TOFBErRjMjbE3O29gYKBv6RLDnLqr7/I2GjG3JMrmgimBYBqWzZ+RPg17FDw1PAlyqVarw8LCDAwM8vPzF0d+8sknrq6ui89EUXTr1q1ffPFFaWlpZmbmu+++Ozc3pz3K5/NPnz69fv16kUgEAEBhjUalVKlX8eBy9M7YEHJnQ2wI/mEjdWxj6lWveEUhzbLB9acM3LrE4PF4FhYWTk5Oi5vZ9evX33333fHxH63lzc7O/v3vf29nZzc6Orpjx44f+t0AAAASExPfeOMNGxubOxEoAmHbn8OrGpSEIY1SqdSgqx7BRDVqjQYfHX/oPAlyCcNwTU3Nktk/KIr29PRgc9aWRGJtd3p6uqurS6P5QZnEYjGbze7o6ICgZ2A1/1qC+y4xxGJxQ0PDksjp6Wk+n7+kjU1PT2OTigAAvb292LxLDKx583i8JQqL8/TxJMglzpMGbl3i4KwALpc4y8F9lzg4K4DLJc5ycOsSB2cFcLnEWQ7uu8TBWQFcLnGWg1uXODgrgMslznJw3yUOzgrgcomzHNy6xMFZAVwucZaD+y5xcFYAl0uc5eDWJQ7OCuByibMc3HeJg7MCuFziLAe3LnFwVgCXS5zl4L5LHJwVwOUSZzm4dYmDswK4XOIsB/ddPhxQACFAptBMSxempbKpOdmUdEGmWu0OlIgK7uucLazoH5l6Wrflf9bA5RJnObh1+RBAAYKgdQKlZeKQXiRf91qr0bXmWHrf8NTc/a8FoHd4IbJk9pj7wO/2hRZU8x91YXFWBS6XOMvBfZc/HxQgagRidM5tdW78uzH7C++h3ZFS88TZsqYFSH2vnXvnZtU5nFn9yNm9kfJ/2jX+eof/zUpcLp8McLnEWQ5uXT4UlGqUN6QJZU7QUpoOOtH/bcfbGjB2LkoakjfT1SNFoaWPcpJKVZwGqV3CzL7g2c9oQ/+yKP/COGPHlcR6/siK6eM8bnC5xFkO7rt8KCAwkCnBnBoAAEYmZgIz6rcSit8l8naETl+IkcflTYkHZQC6bWm2Nc97pk2djZnfFjT6hkn5Z0YZQSk1I6Oz98oA5zGDyyXOcnDr8mEhVyHNIqVoWg0ACgDMru45Qsr40OjmVu/+3ddmrCLG65vmJSJFWsHkef+ZXaGzn1KbP9RPsvQo4HePAACmZJqowqZu4eR9M8J5HOByibMc3Hf584ERwB9FgysUByOGLdInrteqMls0+R2aoFuj+xy5H1hVfeU78m3IrHHytOWNsW1uw18Hjf+H3PqG3s0TNG4YazSuctarcOQb1+p121xzOe1rXRscAAAulzgrgVuXPxP+mCaiUmGeqzmfBfQywLk0cDIVPXQD3ntdpRM5p3Nt4rsgyRYPwQZn/j9tGt68wnvTomr9RdZfz5f8UZ/+e4OS/3eu+LlTRc+dLlp3OPP57z2YdT1rXSEcAAAulzgrgfsufyYTMji/fswgtGkDuXUDpXeHV/8e395vaV1bXFu+cmncbFu53qj4r+eLXjG4+dr5rD+eSnru4I0/nUz/0+m0186l/U0v41Xd7Fd1M186m7luf/K6rbTi2v61rhAOAACXS5yVwK3Lh8LM3EJ4QfOXlumEiPISXn9N50hV+8i13MadpKzXdTP/49D8lVOXQ0Kna3zlBwYprxsWbnLpOBc9kJJfVlWaweUU3mIW0sLjL5I9Ghs4AJatdW1wcLnEWQncd/kQmZUuqCENAEAhV4anNXxllveFS9O+6PmzUdLIzCmJUIXAaMfgrEVI/R7n6jRGPZisAfIaIK0Ds7VgugpI2MhwORimgxEWOj+01rX5ZYPLJc5ycOvyoaDWAMEM6J1AZ+Y1jJoBPa/yj0kVn7kPHQ+XuSTPVjXMqeSaO+dCCkmXqLlwvqdkuLm4LCeKkR4mqLupFnHhkXJIwFT0Fyq7E9Wtnuq+WBTR3CtXnEcHLpc4y8F9lw8DVKlBuH0KQtLAMXf2Fnv25x4D+yKkhBTpLZ5MLv3xynHlKDIQN9WSmhBA+XrTv5//n//54J9/tzM/z9g2XgAAFXFJREFU6e1w2dPuvJfdeRerM1kR5Om6YHWjs2ogE1GvaiUlzkMGl0uc5eDW5c8HBYgGgekdc587N71FqPvKT7Q7ZMQ5XdQvXGG/DEQuVndFgOFy2QC7OCPQzuy0h61+NycGiBlAVAwEWWAoDfQngd4kdUfQXCMVWhh+/DXCweUSZwVw3+VDAAUoAvonoYSK8cDiQe/cjsDctpu1A+KVtthAZUOqFi8pv7inKutWkq+n3SUbk2PJwTYNuT5NN32a8mg1WS49jKuqllDQ7LdQT4YXxI+/Qji4XOKsAG5dPjpQgC6JQVAAKUZUPZFjFd6pAYRtn33861//+pMP/uFlczbG/WKUu0G067kwyomiKPNRtq28hqgaZiAafEu3tQCXS5zl4L7LxwkKAIwiKrlA3R2GdniN1PqUJVNKE52m6iPBSDoYTgWCSNDnC7q8lU0uC93Ra13eXzC4XOIsB7cu1wRIMaEW3wTCZNAXBjcSlDwzZbWJsuqyvNZiod1HJchGpL1rXcZfNrhc4iznvr7LyLCwUlbZWhfzGQTrqKOqKXi2HZF2QXNdiJQPy/pRzS9rmvrY2LhAINRonrApU7hc4izn3p3xga7WmKioyIhodjnngQLnh/dsFpPV1taGoksdeTi/cKTS+UpuVWZ6mqc7LS42/kHb2E9qjasNMxYWuFziLOVenfH2pr6O5ua6am4pg00vLqcXL35d8nFJJOfO+6pyZnhoSFRkFILca19xnF8USoWyob4hMyO9jF7c39Hc1lBbwbr1oG3sJ7TG1V8+Y26KyyXOUu4hl1gY6GoZ4rcNPmAYuvMqGezOy0hLiE9Ye7lUDlQlRXg6UqmOFArFwYnmnd8pkz1Ek1c5JWDS/N0cqTHlFeI7XUv1nKjUK8jNkRrFKhPe/0lns83xST4UR7/UpDbpsoOTgr6a6NrROdVa38mfR093T05WdlF+Lr+lfojfhvl8fkIbe9DW+EBBQSLicomzlHv4Ln9O6LvzKuztyE5LeSLkEpoW5JMvW1od8aCzWMVFaQEe+70KuIMzAADNlKSXV85isUrZ7K6pBTUAAJYOtTeW1Ta1T0inOqsrWXR6E184DwEA4IU5UUtlGauUxSprEo9q5/lAC7N9TG42Rccixufm2O1IWDnXX1aVSz18Jexq9o9nUMKSgZYKFovF4jQ2CW/Lq3KksZnpbWHvfi64+0dln+rurshMzcgMqx2b12g1XjE93FnOYrHKysra+c19UwsqhVzQ015ZWc1jsyu47RMzI011teyWLpHykdzSBycrMzspPq6zmSfs6ejraH6ITe6+rfGBgpxkhcslzlLua13+zPAEySUAQJQcmZ7qwkUAAOjU+C0Ty2ROsxAAMFTFDiWcIRAsTM3PnSVm1vRNoOqRiowQ3VO73v/ywGUjK7I9mZxws3pUCQCYGRpIdtCztjIlEAxPmIWmscXQoiwULOfgnKibP1ZGVal7WF5ozp31OYgSGiwP9XAwumxKIBAIRpdMrN3iqsenbmtac0Z2us21H8mlsq+oMMRY/6L5Ht/mCdntOykqLYiwNDxHIFhZmFwyPm96vbp9fmaCG07+7It//d++00RLgt1Ra10zs8N6Dr6p5ROP4oY+MPX1DTnp6RxGcV970yC/rbfjccjlTwi4XOKsQFcX34vm0VZfPTLQLehpf1hBeOd1TNCbl5kWHxf/RMjlZK6vy6XPjlsSLK8YX7agRDb2zKghZHaIHR/hZE6m0a5SyabbD/nRWzG1g/h9GZdsUgdVP6SAzk/zmWkeRvbuNDcazWrfPofgzNbFWcDlruH0RI7iR/miHI/okhim/PZHaGY6/8J7G3dvP2VHo9FojpaEC2eO0liC20/rac/Oz3NIGANLkQ91FF4J6tEOIcvaOTdDHRxoNJob1fkS0SO/jS9FARBwGPkOwaOaeSXDiFzYPjrXG1qYERgz+DBu4MNAKpVyOdyc9LSqMsZgV+tAV+tQd5uwt+MhNr8VW+MDBSWJhMslzlKmpqbKS8ty0tMyU5Oz01KxkJOWmnXn9UEjsxZFZqel5mVlBPv7PxnW5WRHxJUze/duPm5F9Qqm9y7cVkGNkJHkb3xC34ZEIpkbn/3y/7d370FNnHsfwPvHe/7sTKczfae2c8b2n9rOO23Pedu3rcczbc9r7amt2CLqqdxk5SIIyiUhXLKEm0AAKSIgF1EUuZaCiKAm2RCSCMjdgFwEA4T7zRAuYbPX3/tH8FYvzXva01LP85lnmNlNsvPskvnm2d3f7r795b6U0mbdjYbSmG89vvnzl+64OCwCL9IMTNEA3FSPpviws4vAXxgsFLp+9j9f7vCMr7y9ArR5VPN9fFRk0D82b93zxV5/PDbvLNG3NHqt6lhspODbLZ99s83BF485mX1Zz/A0u9hdkiYU+PgKhUJhcEhIzPEk4vb8bF/j2RNHQ13svrb74O/euCThaFHrzBIDMN5ReSo53Ntln907n7oGCiPwHHX/3Iyx8UJ+RLhIKBQKA4L8QgKyG7tGlyZVmcF7d36EpeRf7j3n6uYXX1pXHpHqf9jtWPfMb7v5HzY9PSOXyarLv+9s0ipqLpaeL/iZXzxbvo22z5z19kZxiTzexMTk0NDwiGHUYBg1GEZHHvlr48xH3zMyYjAYRo1G42+9igCwMt3T3anRNKgJdVPbyOL9SxR504ShTUUQBKFU1jc0aVR9I2OTkyO666o6daNWpZDLZbIbw3NL1sffWpZnbqpUBEEQhErbqFF3dvXdoYCjTcNdKqVCUd+grdfUE7K6lvbbs5aFkR5NnUKhuqZVa+oJmbLp+q07a78bC929LUrCqr5RqzeaV2YN7Q118jq1Wt2gUcoUqrrOsWULB7A4cbNFLVfWqdSN2jqFgpA1D82Zl83DN9sUCoIgCKKurr5nepkF4Jf0fbp6dVNbR9eYaXKoo7nz9vjY2NjN/g7d9Dqs5zQYRmsuXkxPSycUyp/zxbPx22j70siQEBSXCIIgNkBl6giCIDZBcYmsUzyA9ZofnuVYigWOpiwWklwH9YU8xzIWhuNsKs/keY6hGJb9l3WbtZCkhaLW5+VRPMvBI7dg+v1CcYmsO7yZMSoLTijbm2cBgJ1slB/bZ791+24nl/0Y5uR6JLVMPWn+VTrC03Mrj85eNQ5rk5QDo6YfXdFMzTz2tmozjWlEd8PYL1/kaJ7uqM+RBBxwd/d03eePue7PaWtbAgCWped/le3z02Yass+UhRQP/Pa/cb8IFJfIemOZmWiIDciWd/Yur40uxxt1p/fFqyYWaABLmyQ2NkhYsQK82aSryE6TSqVSaWaVqtcIAKxpoq0kJenMlUsFWUXJOI7HpuQqu+6l2ESzrCQtQSqVJmdn1faaaQ7gTl9ZTqokPS+/hpCl4+JoPKK2cYxkTG2Ks4F793z9562eolAxjkcUavQzANykVpknFkclRl3WT9+rCzIN3LgU44199fbHrl5+oTiOZ1dp9TTAkr6nUhwTGR5a2KKbYx9YRY7XK3JSj4pxHBen537fOwUA3OJkfWq6tCjlePaJEziOxySduNJ9h3nwYz9yPfFoom9I+cTCwtzokLb4eJG2Qyu/dCZg166v39vmFRaO45KokqbRWRoAVuduXCqJiE9KuFinLEg/EYXjp8rkhmUA4M3GzorstESpVCrNvKTqXQIAYJaMN6py0hOlUmlCRpX8hhEALPPd8vi4eLEYF4u/q6qqrq0qEMclpV4fXKF4U1d1YZZUKpWmpyaW11Sox1fItf/dcEV+QXx81STQz8AgE8Ulss6Yp4e1UqfiWzfu1xjOd/cVOnunl124rCQunhMdLy0mdPq2ItGH2/Z4HAoQiUTBTlvt3YLwGhNPmgyaZI93PvfAEgprCIL4oSAuSYxlqadWKQBoPJ139BAmEgVi7tge3x9uGReBnOtuLT683+69v+5LyLt8VaVQ9BtMDEeOD7bmxUaL7A7mXrqsIOobhk0WAIBlw1D7udz00P8NU/VN3q1EJ+cney+cTg/+HEvNK6wllJre8TkWACjjbF/V5cLQzwIrKlvvZjY1OV5/EneIj8uqrCUIoupMbHgyliCfZciFIW2q3d92/MM3ulIur8rMTw73rpwYffKpa25lsKVQKjzg6enp7e2RW9I6apwa7Luei0eEfH0o74pMSWiaDMvWTjLmqf7GnDSfP/1p60HJqYpahaK1a3CBWrp5/XzQ+5/t8zgUKBKJgp222bsFRchXwHzHWB5yRBzoJxL57NwjijrVagF2daQ7X7Ttj45+EUWZxw6HH/RMSsk6I/FLUY1XRR8V+7j6iEQiDxdv7+ATbabFezE/feFKRfLBC6aVdXZ3oX8GiktknaHmR25kuWS26sbXSiB5bq6z6cT2vzh7HgoKCcMcnQ4dK9H0dtTleL61xdk3IFwikUjEIaKIzBz5BACw5ob0v3+bkaEe5gDAOFh1JvpLQdXQgpm+XXUSD/YLiJBIwrwPuH++53jTxCzHA0BbWlmeMKPlx1dv9yquFPmk9LMMA7PXT6fVVGrGzBwAjPZdz3fGZboBI2mh2bVDmLOj3SVYbNOtcRbo/pqzF3PLuu/wPAdmy0iZV1TVD6pJ0kLTLA/LvX3VoXvj1C0G6x7qUkdl9XdueQaa5wCuHkoqKa6bBACLrq86ak9ub8/cE+7aRA9oiUalUr9iWli4ozcopX89eLqwYRngVvXFIr+0QQAaJhpyU2urm6esazbbeeu8o+RS/8T9BF7uVJ/CNv3F2TdALJFIJGKRKOLEqfq+2YErSWFeISFiiURyZOcXh47E1ZhYHpbMw6Ue0VdVg3A7q/xsdFnvom6g1C3y4mCztrY4M1oikUjEgUJhUnztuNF8Ny9vlxNFR8PqVs3MY1bidwbFJbLecIuzI6WhiWfqmoZWAAAWB1rOhdpv2435ZSmHWDB2a6VeB13jQsrqarKPxIQECQQCgTBYeOx8vm4FAHi+/aQrlvyFc6S3lwfm5nM4s6jeuMwwwM0rTydHeB8WCgSBPh6Yvd1e7Lyq+9rlvKPeO3bZb7d3PIB5HRYUt8+brDnGmwaJs5E7HLH9Lthun4AUVevwiK4iPczNcd/enVu3793ntB8TFyi65gEAgLwzWJuy1wVzcsOcDviElV3VjQw1FyUd2L/fcde2L3c77HXB/NPyFOMALGM2yLO9/D1cMQzDMEfvMGlZywqwlpWWvOBvd9i7JFfcHFnWVXzn8NUXuz0zNFPzjw0aqq0w3G/X33YfcHd3dz/g4RGTqTRMrvIAxt5LObidE+bmtH+Pb1Cauml0iYWZAXku/g9H+6079jq77MewpDLtwCoA0OSd3iu5fuHCe5vx3Pn+hQVDx+mII8FHgoQCgZ+Lwz77A2EZmr6pplIfx51f7fY723IxLzshICD2TLWu8LCrm5uzp++RAIFQIBAIgkIjT5d0GFcoDgBgdUqRcTou8kwHBU85qvC7geISWX9YHsa11e1DPXMAADzHcwwLHE3RDHt3pMUwDA8ANE1ZSCsLTbM8Yxpryjv49Xu7vb6NLKjtGiFp5qGxGc8zFpIkLRRNc8DSLMexDE3RHMPyLEWSFouFYR8ezXEUabGQd3ckeYa2kBRFs8DRFGV5YHRpfZmmqQdO3rMMRVosFAMcw9CWtdHlvRWgrT23MHeXwLM0BxzDcizH8TzPMhywFMs97Z6gPEdbF2L50alxliLJ+90G4DmWpmmKuVtgQDEPnqt/eDOuvcDQFEmSJMVyDMuzNMvxHEOzwDF3iwI46/+AZ6h7nyZJ6qGjrUZdtbbpTPujN1L6fUJxiTxLOHJ5UqdpblLXqZt1Q8Z1cn4YeUaguESQJ2FZliRJiqIAgGEY6/CJZVkAsFgsJEneu+b91q1biYmJs7OzPM/fe2RCT09Penq6yWQCAJ7nGeYZOHr37w3FJYI8SUtLC4Zhjo6OH374ob29PYZhGIbt3Lnzo48+cnZ2xjCsq6sLAPR6fUJCwptvvunp6Tk2NpaRkREVFdXf319eXv7yyy/r9fq2trbAwMCSkpLfeoWQnwfFJYI8iXV02dfX98orr5w/f946uszIyNi4caPBYLg3urx69WpWVhYALC8vsyzL83xJSUlpaWlZWdnrr7/e0dGRlpZ27dq1f/7BRNxc/4WzmWIcj0pNq+5ZpZ5U9M2bun+4kJUgTTxboBxinpHS8PUExSWCPN3S0tJbb70ll689KLi8vPzdd9+17pJbNTY2urm5bdmyxd/ff2JiIiwszNnZOTIy0t3dffv27f7+/jExMTt27LBGKgAASy7crr+mlDX1TRqfXo3IMdyipjIyKDk8s0Ld3tra1TE4e/9810N4gGl5cnCiR1DMkTBJdI7hF1l55EEoLhHkserr63Ecx3Hcz8/vxRdfdHBwsE7a2dm99NJLgYGB1smmpiaLxZKdnf3qq6/q9XqWZT/55JP3338/KioqLi4uOTk5JiYmKipqw4YNQUFBa4umFgxEfEpUeHp1x/Dq0/rAm439J13CRE5eMdGxUunJgnLdHDxh1MjD6kCN8NMP/vMP//GHVzb89x5BRHLc1YHxlWfgYpp1A8UlgjyWXq+XyWQqlaq6uvr5558XiUQymUwmkwkEgo0bN5aVlVknDQYDQRCffvrpCy+84OvrOz4+7uDg8MEHH4ge9tprr4WHh/9/+8AtzRCiLX/c5eV1rqm9XVNVXnzqO83KsuXx76bvjPbcbPj+WLT7lrfeefe/Nn3jXdlvWEJx+ctBcYkgT7G4uBgbGxseHj40tPaghuLi4rfffttsvl+kxLLsuXPn3njjjaGhIZZlt2/f/vHHH8fflZCQcPz48U2bNoWGhq59gDIZlNLUGDzjUufTR5fAWbjxBmlquE9IpFQqFcdnhJe2LVmeVvHN9V4oTzzg6Bvg7yI83jAxhWqpfkEoLhHkScbGxpKSkjZv3jw9ff8C9pMnT27YsGFqaurBd5aXlz/33HPu7u5jY2ObN2++v98NAAADAwObNm06ePDg2rTtxy6tTD23mhUymVyhaWmZIJmfGC+uzhu61CptQ+vMennS4zMDxSWCPElzc3N6evqP6iU7OjoyMjJWVh66s1t3d3daWprRaOR5Pj8/XyaT3XuJoqiMjIyIiAi1Wv0r9Rv5F0FxiSAIYhMUlwiCIDZBcYkgCGITFJcIgiA2QXGJIAhiExSXCIIgNkFxiSAIYhMUlwiCIDZBcYkgCGITFJcIgiA2QXGJIAhiExSXCIIgNkFxiSAIYhMUlwiCIDZBcYkgCGKTR+OS/+STtbmooYYaaqjdbWvZeD8uOzt/8z6hhhpqqK3T1tn5QFwiCIIgPwXFJYIgiE3+D7bE4SI9l5xSAAAAAElFTkSuQmCC" alt="" />
图4-2-2
Parallel nested loop join
外表多个threads同时运行(如扫描数据),而内表则在每个thread上串行同时进行匹配.
Parallel nested loop join在实际生产中可能为我们解决许多一些棘手问题,比如他会减少并行计划中的exchange使用,使用更少的内存等等.但也应注意可能由于数据分布倾斜,nested loop预读等情形导致的性能提升有限,而消耗反而相比串行提高等问题.而且SQL Server的优化器本身是”不喜欢并行循环嵌套的”,有时我们需要特定的写法才能实现他.如图4-3
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" alt="" />
图4-3
最后我们再提下Bitmap过滤吧,SQL Server是没有位图索引的,这个也颇为诟病,但实际SQL在执行时是有可能用到位图过滤的.
简单说下SQL Server位图过滤实现方式(具体大家也可以wikipedia bloom filter)
实现方式:通过构建一个长度X的位数组(bit array)(所有位为0),将要匹配的集合通过哈希函数映射到位数组中的相应点中(相应位为1),当判断一个值是否存在时找bit array中对应位是否为1就可以了.这个过程由SQL Server内部自己完成. 如图4-4-1,图4-4-2我将一个现有数组哈希化,然后在其中搜索
”悟空..”是否在数组中
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*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*2U8i2k/BWGjjaBLz1VLLd61ARjkkkIktbeLYhrIODpukIf7d8yQ99rDDy5obL5dLp9N9//339+vXDzt+qqiojI6ObN2/S6fThxyMyMnLz5s18Pp/H4yEIIhAIfvrpp5s3bwYEBGzdurW6unrjxo2dnZ0vxG6k8PBuerD0H5xLqFwmYDFZHEj0unOoV8duAACYTCa/HAHrE+HZhkId42aj+avJv403sZ9IsRlZdqO7xElvnp1fcHpj6xBxzX69xfvMNnh29rJdfOP05tnOWew4bvbvG387k5nfbLLuoPYC+8mmNu+QqRdvFDp6Rm9zCL9b0rr4U5+0vIb3vj2ugdv7Z3ZDe8x3Q9N6qPmjfzXJVA2izUwLF+NV7rjl+2bOo00g/f0qmhaFpkm2nmxqp73EFb/KzXCJvZaJzSTyGLMbjMcTbvkFmq4HzTKEZuiL7J3fUGoDXt0CFE5OTl9++eXw30wm09TUNC8v75EUgqDW1laxWCwQCFAUVSgUHR0dXV1dVCp13bp1fX19zc3NIpHo328RCQAAAENVEDPJc/0KMxKZTFhtdfJOx9NdvKiwNvzMj5R5c99bQ40Z4Clf50nwK2U3AACAoPKkFJhoxp1tJDEkDBjP3Uz6ZbyJgybFfgTXu9EgUtWm/tfNJ6GiplcDZ6M2a8dM0331zUO7991Qm/qbJpE2hWija+G84jM/ncVOBhZu0+bazZjrYP7BYZMV7j6BaS1tjAXvey/82Nt4qftkis1Ust0Uiu1kkr0m3l4dT9UiuWg9iEzZTqU4TXkQtHKaTLGdRnGaSLDXXhgZfLe3e4DV11519uApLWM7TbLtY/Es26kUxymUfeP1rMw3Xw+qhNt6GO3VOes/8Z5o8McGm6PPbpC+Pv5Hn0Mz9KBZRvAsI4mvPyYbzQTiEcbYmJvU1FQymTxnzpzVq1d3d3d///33JiYmCxYswOPxRkZG8+fPNzc3NzEx6ezsHD4fUwgFHCYL5kueRUQk3Pas82v9b+c29TLZlaGbTwYfzqA/7WRWcWzkOcdr93JSr3o5pHcLRrGc9rnxStnNIyhLy3iLlgt1jaWGBK4RZQdx0yQT+wkUG62X/j3XolAnEqzG4yzVpv7q5BNbXtOjjrNSm7Vt6lzb+82DO/ZFqE39ZTzOUk17+3ubT3T1cjiwqL2b9X/tnXdYU2f7x6OCq1oQRAjZkIAIioJVtH2r1be2fa1Va4e1tY6qTAXcC7etq6LWUfdoRXFPUEFEhsoG2RAIBMw8K5OcjPP8/ggg1lHtzxJjzue6r1zn5OQkz5Pxzffc536e4z9m3e8n7gqE0MPShroGWCTByqrEJRWPxFLFh19t6+Ays6tneI9+892GLGMNWezqG9mNG92VG9nyitHdWkpy7JkhPQasnHFceP3Yka8/CR69IevKjQc/fx/ciR3e2XNeV+78bo/3mkvpvXZseOKR9OSPftq3+Wb5tjkbuR7BFNbrn8b4ZdyNofAhOvh9qJc75EyDqeymg0favaLvNfM65YYgCBiGzenh4ODg0aNHm5fz8vI8PDzi4+PNqyqVCsfx48ePs1isuro6o9E4YMCA5cuXFxQUFBcXl5SUFBQUnDp1yt3dvbCw0PzMyns/Lx7t6T8h4k/+i17fZNCpIbNumApzMwqKy55fqoPLM3asGtnTydmn73f7H9ZKpEot/uxrd1qef93dtICXVwr9hyPO7lo6R0XjxLA/78Kbb8+N/P+4mx7cqG6eEYyAZZygFa59o3/ZeaOwuJEbtMp1wAK/EesrqiVL1l107RvlEbTS3X+JPW3OhGm/iyWKUZN2dOozK/VB5dEzmQM/XBM0dnPgpxsDP/7l8+m7RVJs3Iw9lN6z7aiz+k3/81CJvKbg4Z7wJU7e4V04i7tzI//ibrowFrgELt9+PeWzKRvse/1EGfpHzMGMi/t22bHmducsanE3kT24C97hRnd0ixjww/ljtXoEU8ir70/4aptbv/nOPlHveLavuyEIPCkF8faHndwhJxrM7qu7dBUYLVqO8Tp4nXKj1+snTJhgTg87ODh0797dvMxisezt7alUqnl18+bNOI7HxcXxeDyhUGg0GocNG8ZgMAa2wdvb28XFpaKieUwTgSswmUgiR1/oblrbgYguLxkbs29Txgtq8xoyd4V86NK9i31HCqVbDwcWc8HpTNEb+tfRPu4GAFAjVw8ZOv+Ksx9OY2vpHB2Ns501qjs3oiM3susTM/u9wv+5PSesEyvkaPy92nqIL5AhqEanMwjqIX6drE4I43qjHFLzBbLaemjHwWR7p2mffL9D0AC9P3GzncuMK0lFErmioFj4sKyxqKyxsKShrEqkbcJHT95O6T2jq2dYD99oalAMe+hKN7+53bjhXc11N9yolpKcqK7ceR1o812GHj1dmbdz5q9eDjMpgw8v2Zt28eC+jqxIe07E42odblQ3zpwOPuv/uzavGsU1RgCASaXSNGZe/+7LpR3cQtrP3RiMulNnYAYPcqJBvdwRv8H6jHvglUtc3kRes7uRy+UikUgul8+ZM6c1VZybm8vhcE6fPm1eVSqVV65ccXNzs7e3Hzp0KJ/PHzFixMqVKwvacPr0aTabXVRU9Kr9MWL1GbtGjfxu3u8pIt2LPiAjrlZCDTlJ28c79HLt2fOHrXfrsBfM/mdR2s3d1D9CaUFre7j/FM8cpqextXQOTmOfZH7ozJ1H4UZ24c7v9k/dDTNwuefwlS68yF923CitEHsNW031Xzhg5IaKasnS9ZeoPtGew2IcPSP/8+WWRjGqNxir66QDx6w9n1hw6FT6wA/XDB+3NWjcpsAxv4ydtruuER47/TdK79nv8OZ1Y8/rRI2guIfas1tzN0+5G/p85/dW7MjN3zdtq/+7MynvnVi+P+3i7892N915C3t5Le4zeuvoA0IJptXqpRcW7hzKDuvoMbd93A2B49odu+E+TMiZBvWiYsM/MpZXvsaP2LL8K7kbg8GwYMGCyZMnm1efzt1otdqjR4/yeLz6+nqj0Th8+HAqlerTBg8Pjyfdzcvkbkw6YcGeb7nUyTG7kqoaHkkRherFs4PiVffuxEZsu3Lz8pY50X9k5VmsRPNvaDd3I3yEsIKWU9yD3+FG7GGN0NHYWjpHT2MnMIcwPGc7eoZ25kZ0bsnmvFLuxo4d2oER3MllxtKfLySllXdihlCcp/XweiJ3Y8cK6cIMnvDT3roG+IMvt9j1mXH5VpEcVpVViir4knK+uKxKXC2QaZv0o5rdzUvmbkJ7+q+Yeboq/udDE4JCfBbf3ROXunlqSCdO2FO5m+hu3KgOfaY7jdocfrb6/Pojy+KqUv+In/a/eRRa6L/tbgiNhkBR9cq1cC93yJkGObop/jfRJP6b2RCsi39FbmbMmDF9+vTWomGhUMjj8W7dutX2MQkJCa0HU4GBgVu2bBG1IJFIUlNTPTw8Xi13Y5QLr8X0Yzn1dGVxuF48rmfQ7G3xL/xjILT8vKPTObz+PN6CE4XSF47JsiTt5m5ax0x14c7vyotaxR6jpXG0dA5K92xkeJcw/D7w/J7CW9iVG/nMWYdfYHx6eEZSHKdv2pN4PeXhu16R73hEdmQEu/otLikXhS4+RXGaYd6L4jLz/c+31gnhjybG2rnOSs4s33k4meoznzssxmP4CtrApQGfbuDXy8bN2P383M1TZ6Y8Fthz5zt9lRCXJa4XSgWSip1bDnWnz+3iOffpM1PdudHvMOZ2ClwbsLWivE4mEPEPzdw8yD2047+cuyEQVDlpMsz0glnekDMNcnBVTv3Jek94P4/XLzcwDE+cOHHu3Lmt99TX17NYrBs3brR9WFJSEoVCGTRoEJ/PDwoKOnDgQNutqampdDo9Pz/fvPpyuRuTUaeUQzAsk0rEIpFIJEWUf5frMRl1SqlYIpZq3uQz4e3rbppHhNtx53bmRYZyxmF0Ty2dg9PZTXROI937C49v7HhRHbjz7F/lpFUXj3BHTuihUxlnr+VR+szs7BFGYcxx9ptfwRcHLz1JcZpm3oviOvO9sT/rDcZHYsx/zLrrd4o3/pZAeef7jsyQDoxgCnW2/yfrG0TI+J/2tuRu5lODlrOHLmmTu3lW3Q03vAsvqnfgUtaw5eyhi5x959k9zto8UXdjji7ciG6+C92HLmMOWeTkFdGd8/ovH05xmjZn2Unz224U1GGjPoMcqZAjFXJyhx2p6ujFhOZlLk9vZbx+uZk8efLGjRvb/gwaGxsDAwNTUlLaPiwxMdFcUmwwGEaOHHns2LHWTVlZWSwWi8FgtJ4It3Hazd0IGxFm4HJK75ldmBF2zLAOrAgKK+oL+ni+q2eNq6fclaWhsREGdyZnvBM30pk7txMvsotndCfW4zFQdswwe2Z4Z2Z424FRHRkhlN6zdh++s2P/7S600I6MkM7MCIrbLEev+an3qqaGH6O8O828F8Vp+pBPN+cV1X84fjul98yz1/OW/HyO8u60zsxwivMM7+FrissfiaTY0C82URxm2rHC7BihHaghFOqcTvSITszQLqyITszQzsxwe2aYPTOstRl2zNAujDCK+2wKNYRCDaHQQzqzwp8cutW8lx0zrDMr3I4Z0pkeSqHOplBDKYwQe1aEPTPcjhnW5a8Dvsx7vfomj0hK7zkz5h8FGGYqKEIHD4d6UaHeDITXH6Zxtb9sbd/Z+dqP1y83EAQ1NT1RxWIymTAM0z9ZMoDjuELRPLUehmFtrzyJ47hEIoFh2GRtI9D+JdrN3TSK0f4fr+3lM48asMgtYBE1YJFLwGK3gEUeAQtGDAqt9g3SurOUVJaI4Q3RebGsUY4eoX36RlCHLqMGLjY/3nzbutB66zpooc9Hqz0/WOHcP7rlzoXUwMVeI2JYQcvcBi1s3mvQQsaQpd4jYvoMXNhn4ALehzGc4cvNW10HLWQMWeo/Zl2/UWvo7y1xG7Twea9FbRPP3PT0ne25iTpkmZtfpAMnNNR7Eu43EPPxh/uwICca4uGDX00gYMTai2teAHlZOyug3dyNyUSgCg2MqhFMjWAaBFMjmBrCNGKsSYZpDWKpcvzXkIMb1puuoTJlDF61I0Pw0ViIL0RUOkSrRxTa1r1aFlpvNVJIKYOU5mXznTCqlsgVcljVdi8IUUvkCghVI5hGKlfKHm/VQKhaLFOIZQoIUbd5nqdfS90mnrnp6TvbYZMG0egRrR4WQw1hC/g93RtoPKQ33XwAhfQfrL+fBV6tjN76IOXGCmg3d/O3ECq1cvocmMaF2X3R3nRVH4bKlaEdMxbU1wFtu7bEKtE1AY0aD49UudBVrgzMhQ7TuTCnH/bBaGPFMy7Z/vZByo0V0G7u5mUgtFoCRrS/7oRpXITnB/WmQ840xKs/4jMQT7xJoCjQv+lDXtsfAsOM/Bps1GewRz/YjQ05UmGOD0znKqfPJhCUUFhyrsj2hJQbK+DNcTeP0esJGMFv3EL6+iM8P/O5W8TTF2bwtNt3EZiCQFHCUm17czAYCBTFbyYhPoMQXv/md8mjH0znarfGEjBCtEz/ZCOQcmMFvFHu5i8QKGqsqsZGjoE5PrAbG+rpAjO9EL/BMMtbMeEbk1hCKBR//yxvF4RaTaAogSm023fBTB7i6Qs5uEJONITrh3gPwBNuvN354BdAyo0V8Ca6mychFEoCQZWzwmA6F2byzJdbg909YF5/NGCY/kE2gWJWN9PlP4BQKEwSqWLitzDLG/EbDDO9oJ4usBsb5vhgIz42VlYRKGrpNloSUm6sgDfZ3bSF0LSkdehchOcHuTAgRze4DxPxGgBz+uqOnyQwxVt2nEXodASCmvulz85FA4fBvP6wuwfkSIUcXGEGD6ZzlTNDbCpB8wJIubEC3nx38wTmtM7NJMR7IMLzg904zb89jg/iNxjxC4TZ3oovJpnEEgLDCAyzdHP/CYRSRaAYgSnUi1fANC7iF4j4DTZf1hJycINcGAjPD6Zztb/uJGDkrawP/meQcmMFWIu7+QsEihr5NdjIT2G2D+IbCNM8oXddzaX6sLsH4huI9B0Iew/Aryc+dj1v7C9TrzenYwhMYayswkaMgT18Eb9AmOUN9XJv1lMXJtJvEOLtj3j74zdu2WyC5gWQcmMFWJm7eRJzWodAMfWyVbC7J+IbgHj1Nx9nQY5uUG864tUf8QtE/AJhBk/146xm6WkRIEvNKUUoFASGtbZEu2U7TOchvgGI32DEZyDkTIMc3CBHN8iJBnN8EN8AmMlTTvzWJJERKGrjCZoXQMqNFWCl7uYvEDodASMEiuG3biM+gxCvAUi/AJjmCfWiNo9OdHCFXVlm6UH8ApF+ATDLu+nQsScE6HUrEaFUmg+L2ob+QRYyMAj2GtDSmMEwgwe96wo5ukEObpAzHek7EPENRPoNgulcbexvBIoRCEKorOazsBSk3FgBVu1unonZAhByuXLSFJjBQ3wDEN8AxDcQ4fo1ux5HKuToBjm4wuy+5ozPE+EbALO8mg4efbYSvXQYyyvQ90fDnr5PPv9gxKslC9PaDKYX4huI+AbAbB9s1GdGfg2BYgSKkUdMrwQpN1bA2+FungmhVhMI0vzTRTH89h2k3yDEa0CrAMH0xxmfNvF8JXrZGIz4BiCevpCTe4ustDFZfZhIv4DmNpgtzM49zY1EUOKpq7+SvCSk3FgBb5+7eQEEihEo2ipAmtXrmzM+f41AmM59lhK9XDi4Qi4MhNcf6Rdgti2tATN4yklTCLm8tQ0EjJAjM14LpNxYAW+xu/lbCB1uzvg8HZo1G56jRH8fMIOn/GYqAUHPeGYEeWvKgt40SLmxAmzK3bw8BP5cJfr7IDXFEpByYwXYsrsheZsg5cYKIN0NydsBKTdWAOluSN4OSLmxAkh3Q/J2QMqNFWCz7sZoIgzG1jDpW8JgNBlaFwwmg9GkNxj1RpPeaNQbjXrDE4G3LBhMb/tUwG88pNxYAbbpbtRNIK1acyYfO1egOJunPJuDHr0nO5IpO5opO5kpPZHWcDj10ZEU0dHk+oNJtftuVu+9Jdh7o3pvYsWOa8U7r5bsvFy642LRzgv5m8/lbD2b//PZ7APX84VSqxyA/tZAyo0VYJvupgHBd6Vp5142LL9hWnqNmHfJFHHBGHy6afYp7bQTiqnHkK+OSL88IBq/u+HTHbWfx/I/2VT+8YbSEWsKh67MG7g8u//ie/2j0/tHpvjOS+KF3/QIu/mf6eszsnIs3S2bhpQbK8A23Y0Qwbff0UYnmFalgEU3QGQCiLoG5l40zYjX/XjK+N1J/TfHFV8elI3dIx2zSzomVvDxVv6IDeVD11T5ryj2W1bUd3E+L+q+59xsZtg9elgmLSTpva+j09LIr7QlIeXGCrBNdyNE8NgUTcQF/eLrRNRFQ8RZPCReP/UPbMoR+Ov96Jd70XG7ZeN2iz//TfTJ9voxv9aN3CJ4f3354NXlASvKByx92G9Jft9FObz5WX2j8zyistlz0wO/XXgnnfxKWxJSbqwA23Q39Qi+5y4Uews6mak8mKbcfxvdeUu2NUGy9apwwyVxzLnG5ecfLYwXhh+pDj1cO+tQ9exj9ZEn66NOPgo/2RD8Z23wCcGcY4JZx2p/PCr44Xj9lMM1H/+05nZqmqW7ZdOQcmMF2Ka7EUD49WJNpUSvwU2IyoSpTAqtSaY2QSqjTGVCtUZUazqQWPNe+PmR8y+/F3Zh5OJLN0uwUgmRJTRl1pnu1Zru8k3XykxXS01XK4jzpYZvotddT7pt6W7ZNKTcWAG26W4EMH6zWCtGTRVS494M/eViUNAIblaB49n6K6VEoQjc5YOoM9i4vbKZp5V9F92n/fjnxmvSUwXg0AOwPxMkVIA7NWBvJth/DySWg0sluinRaxKTSbmxJKTcWAE2624SS7UCyKjTgxo58QgDmiYgVQEhTIgUQKsD2iawJ0X75SFd6GXCd1kRc2rcxftwvhikC0AaH9wXgMxacKkEXC4BiZXgconx2+h110m5sSik3FgBtulu6mD86kOsRq6DNCCjFpSKgAQDNTKQIwQVEiDFgBABGxO04w9og8/rvZfk0KfFHUlDUgXgSik4VwySqkBqNTiTB07lgUul4FyR6buoTYnJqZbulk1Dyo0VYKPuRoYnFmJCuU6kAFeKwN1qIJCDvDpwuxw84AOBDBQ1gpjL2q8Oa0MvGvyWFdKnxu1KRq6VgTP54HguuFoOkirAkQfgWBa4UArOFBm/jlqXQLobi0LKjRVgo+4G0l0twKolOr0JKJuAGge4EWj1QKUDGhzgOGjSg4PpqnH7lWZ3w5wedyUXqURAthCkC8CdGnC7GiRWgcul4EIF+DO/6dt5a26QcmNRSLmxAmzU3UhViYWwUK4TKsCFIpBWDQRykFsHEivAHT4oE4MCIVjV4m76LyukT43beQs5XwpO5YPj2eByCbhZCQ49AIeyQVwxiCskvopaT7oby0LKjRVgo+5GqruaJ6uRqiENyKgBpSIgxkCNDGTXgaJGUCsHfAnYcE37xQFt8Hl93yU5tB/j9t5BkqvAmWIQV2C6VqK7Xo7/mas7lqOKL9Edy2+aFL4xMYn8SlsSUm6sANt0N3VS1eU8qErSpDcAAUQ0KIBCB6Qq0CgnhAiQKoBECX6+qfxkLxZ60ei3NJ8x5ejJTChDCG5Umh6UFAuL4mVlVxrLk4TFV+tLLguKLkUsWZSQkgYAOSzcYpByYwXYprsRyFTncyQ1Mk251PRbmv58EcgVgoRy4sh9/EKhKaMW3KgAoSeR/+2VB1/Q+yzOpn57ZNUFyeEcU+L9anllChDdMT66D0QPgCgDPLoPGm6rK86q+ecNqhpScSwFKTdWgG26myqp6kKuqFqixg2gBiJEGNA2AQkKamWEQA5qEZBVa4g+Kf9sDxZy0dh/RZH793GrTpXcyXmICDKBLAevy5KXJqFVKQAqAFAmkN4HsjtAEKevPqHHyi3dORuFlBsrwHbdzYP6KpEC0jbX3YhQUC4GWbUgvx7kNoKNCchHW2omHoJnnzcO2sB3/+nSol9ixXl/NAkSc27GbVgSvjBkcvKZ35CKG0jlFaTkLFwcj5adQbNitNVxwERe+tICkHJjBdiouxGpLjwQ1UpUIgW4WAhSqwBfBjJqwdVikFwOHghBQqVpdYJuZjwefMEUtEnmH3G5IHmbqfbc2d83jPlPoJ19x14O737+3w9+mPTxDxNGT/nio2/Hvr996dTa5C3GwnU4/7Sl+2eLkHJjBdimu6kUqc5mCCsblQAAgwkYCQAAMBoAqgWwFsi1QKYCAhScKABfH8bG76zZdb1amrcdNFwSVyTHbl7AZLr9Z4hf3vXf4KIzcOFpcf4JWe4xVeFRY/UZ9b0oJGe1ZXtnm5ByYwXYprupFKni0xoK+UiTDtfhuA7HtTq8SY1jClyK4GIIr5HhVVL8QQ1+OF27+44mpQTG8reDuosAzjdI75fcPXEsdkFK3HogTQKy26DxGmi8AOrjQc0pbcZcZd56S/fPFiHlxgqwTXdTI1X/ciYn5mDi7+eS951J3hOfFHsqOTYuKfbP5NiTSRtOJK87nrzuePLqo8krDydH/Z66+vC1R3eWEvXXlLXpeUmHNy0PWzB7YsKxGGneH0jeH0jWQSTnAFzwG166H787W5UdY+n+2SKk3FgBtuluVDheUiu/nVeZkluekVuZnluWmluVlFuWmluVnluWlluZnFuenFuRlluZnleWkidIyc7G0iPUhfv/3Lth1IcB9p07OffqOW704B++GPnD5+9P+Txo8idDNy2YUJu0isiKUD/81dL9s0VIubECbNPdmDGZCKOpFfMy0bredpPJZCQMClXRRsHdtbG/RNCYvd8P8M47vxbO3gPn7BNnbpOlb0YfbEXvhGjLDxPGJkv3zBYh5cYKsE13889QVe7Di9fj/OO1qXsTD63KvrAB1B4FVYdA+e9E2XaidIc+J0bfkGDpZtoopNxYAbbsbl4NIyCaIG3tcU3eElC0yVi8uyl/e1PhVm3h5qbcjU3Zi5R5a3SPbgOjxtINtVFIubECSHfzShA4rFdUacr2Ke98rU7/QZv+nSJ1kjZtWlPdJYNKQBjId8xivFBu0jMt1zCSx6j1+O59+5Nv36qvLa+qeFhV8bC+tjzp9s3d+/ar9bilW/eGQgATATQE0AKgJYAGADJZY3n06ZnPlRv8WiKBKciweKhFokPbYjMvnqvLe1B9P736fnpd3oOMi+cObYtVi0QWb94bGgo1odS2CQ2hUFm+VbYd+LXEZ8kNnQvTuYi3P+IXSIbFA/YNFHP9ZN4DIJ+BrSHzHiDm+sG+lm8eGWS8bHj7m7XlGXIDu7HhPkwy3oRAqRzEjQ27sloDcWOjVI7FG0YGGa8Qbuznyw0ZZJBBxr8QT8gNCQkJyb8NKTckJCTtxP8BMfxwV0LPV2AAAAAASUVORK5CYII=" 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图4-4-1
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*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" alt="" />
图4-4-2
好了,SQL Server 相关的并行知识就给大家介绍这么多吧,后面有时间给大家带来相关的实践应用.
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