Linux Network IO Model、Socket IO Model - select、poll、epoll

目录

. 引言
. IO机制简介
. 阻塞式IO模型(blocking IO model)
. 非阻塞式IO模型(noblocking IO model)
. IO复用式IO模型(IO multiplexing model)
. 信号驱动式IO模型(signal-driven IO model)
. 异步IO式IO模型(asynchronous IO model)
. Linux Socket IO技术简介
. IO模型编程举例

0. 引言

Linux将所有外部设备都看做一个文件来进行操作。因此,linux对所有外部设备(包括实体设备、以及虚拟设备)的操作都可以看做是文件的操作。文件的操作当然需要有个标示描述它,这就是文件描述符(file descriptor)
而对文件的操作,本质上就是IO的操作,本问将重点讨论IO操作中的网络IO(Network IO)操作,在开始学习之前,我们需要明白一点,不管是对于linux还是window来说,都存在模式和技术方案的关系

. IO模式
所谓是一种理论模型,是一种思想
. IO技术(机制)
指linux下具体的IO通信技术

1. IO机制简介

0x1: IO系统的分层

Linux Network IO Model、Socket IO Model - select、poll、epoll

. File System(文件系统)
解决了空间管理的问题,即
) 数据如何存放
) 数据如何读取 . Buffer Cache
解决数据缓冲的问题
) 对读,进行cache
缓存经常要用到的数据
) 对写,进行buffer
缓冲一定数据以后,一次性进行写入 . Vol Mgmt
VM(Vol Mgmt)其实跟IO没有必然联系。他是处于文件系统和磁盘(存储)中间的一层。VM屏蔽了底层磁盘对上层文件系统的影响。当没有VM的时候,文件系统直接使用存储上的地址空间,因此文件系统直接受限于物理硬盘,这时如果
发生磁盘空间不足的情况,对应用而言将是一场噩梦,不得不新增硬盘,然后重新进行数据复制。而VM则可以实现动态扩展,而对文件系统没有影响。另外,VM也可以把多个磁盘合并成一个磁盘,对文件系统呈现统一的地址空间 /*
数据实际存储
数据最终会放在这里,因此,效率、数据安全、容灾是这里需要考虑的问题。而提高存储的性能,则可以直接提高物理IO的性能
*/
. Device Driver
. IO Channel
. Disk Device

值得主要的是:

//逻辑IO和物理IO不是一一对应的
. Logical IO
逻辑IO是操作系统发起的IO,这个数据可能会放在磁盘上,也可能会放在内存(文件系统的Cache)里 . Physical IO
物理IO是设备驱动发起的IO,这个数据最终会落在磁盘上

0x2: IO请求的两个阶段

. 等待资源阶段(排队)
IO请求一般需要请求特殊的资源(如磁盘、RAM、文件),当资源被上一个使用者使用没有被释放时,IO请求就会被阻塞,直到能够使用这个资源(阻塞条件解除)
在等待数据阶段,IO分为阻塞IO和非阻塞IO
1.1 阻塞IO
资源不可用时,IO请求一直阻塞,直到反馈结果(有数据或超时)
1.2 非阻塞IO(返回失败)
资源不可用时,IO请求离开返回,返回数据标识资源不可用
1.3 非阻塞IO(异步回调)
资源不可用时,IO请求离开返回,返回数据标识资源不可用,但使用注册回调机制,当资源可用时由资源方主动向资源请求方发出通知信号(表明资源可用) . 使用资源阶段(服务)
真正进行数据接收和发生
在使用资源阶段,IO分为同步IO和异步IO
2.1 同步IO
应用阻塞在发送或接收数据的状态,直到数据成功传输或返回失败
. 异步IO
应用发送或接收数据后立刻返回,数据写入OS缓存,由OS完成数据发送或接收,并返回成功或失败的信息给应用

0x3: Unix/Linux下的的5个IO模型

. 阻塞式IO模型(blocking IO model)
. 非阻塞式IO模型(noblocking IO model)
. IO复用式IO模型(IO multiplexing model)
. 信号驱动式IO模型(signal-driven IO model)
. 异步IO式IO模型(asynchronous IO model)

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" alt="" />

Linux Network IO Model、Socket IO Model - select、poll、epoll

在我们详细学习这5种IO模型之前,我们先来对它们的核心概念进行一下区分

0x4: 5个IO模型的区别

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" alt="" />

值得注意的是,所谓"同步和异步"的说法,更注重的是通信上的问题(数据描述符缓存的读写)、而"阻塞和非阻塞",更注重的是整个执行流的角度(即请求方需要等待被请求方执行完毕之后才能继续)

. 同步异步标准是
数据描述符缓存是由谁来进行读取的
) 由用户程序读取: 则判断为同步
) 由内核推送: 判断为异步 . 阻塞非阻塞标准是
调用的用户进程是否是阻塞的状态
) 资源请求方的用户进程处于阻塞状态(发出调用后阻塞等待): 阻塞式IO
) 资源请求方的用户进程处于非阻塞状态(发出调用后立即返回): 非阻塞式IO

也就是说,本质上来说,"同步异步"和"阻塞非阻塞"是可以两种独立讨论的概念,并不是说异步就一定是非阻塞,它们的评判角度是不同的

0x5: 各种IO模型的特点

. 阻塞IO
使用简单,但随之而来的问题就是会形成阻塞,需要独立线程配合,而这些线程在大多数时候都是没有进行运算的。Java的BIO使用这种方式,问题带来的问题很明显,一个Socket需要一个独立的线程,因此,会造成线程膨胀 . 非阻塞IO
采用轮询方式,不会形成线程的阻塞。Java的NIO使用这种方式,对比BIO的优势很明显,可以使用一个线程进行所有Socket的监听(select),大大减少了线程数。 . 同步IO
同步IO保证一个IO操作结束之后才会返回,因此同步IO效率会低一些,但是对应用来说,编程方式会简单。Java的BIO和NIO都是使用这种方式进行数据处理 . 异步IO
由于异步IO请求只是写入了缓存,从缓存到硬盘是否成功不可知,因此异步IO相当于把一个IO拆成了两部分,一是发起请求,二是获取处理结果。因此,对应用来说增加了复杂性。但是异步IO的性能是所有很好的,而且异步的思想贯穿了
IT系统方方面面

Relevant Link:

http://pengjiaheng.iteye.com/blog/847588
http://pengjiaheng.iteye.com/blog/847615
unix网络编程 ().pdf .2节
http://www.cnblogs.com/yjf512/archive/2012/05/29/2523692.html
http://www.360doc.com/content/12/0426/15/507289_206688978.shtml
http://blog.chinaunix.net/uid-26000296-id-4100620.html

2. 阻塞式IO模型(blocking IO model)

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" alt="" width="521" height="273" />

Linux Network IO Model、Socket IO Model - select、poll、epoll

. 首先application调用recvfrom()转入kernel,注意kernel有2个过程
) wait for data
) copy data from kernel to user
. 直到最后copy complete后
. recvfrom()才返回
. 此过程一直是阻塞的

Relevant Link:

http://blog.csdn.net/shallwake/article/details/5265287

3. 非阻塞式IO模型(noblocking IO model)

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+RqiT3o1L6aPMXUkGyIGYgIqo1eHaTEKqU7O3tVVFROX78eGxsbHFxMQBAIBA4ODgcPXp0ZGTk7NmzR44c8fT0zM/PFwgEenp633///f3798PDw1euXKmurs5gMFatWvXJJ5/cvXtXQ0Pj448/vn//flZW1qxZs9LT02FxRUVFn3zyia6ubkpKSmZm5htvvHHixIljx459/vnnHh4eL7zwgpaWVmlp6fLly3k8HunxJwdJ9MYfB3ESPHo7U2x5UoZEepIJGjGXoP1KIpHo6ektW7aMSAMPBAJBc3Mzm82Gf9HXigqn6P4+sglIC7BoPWXtc2RXYkmPc/36dXV19YqKCjT9FJudSNnZ2blt2zbZb4h/vNkVRdOT4e7du6qqqk96F9pp0JFMjCJ0zQcgBI0Ob7FYzGKxnJ2d7e3tMzMzIamRBjyJ2UndV1bCmmS+Qa2YCUYgcdA0IEW2DoFF9Pb2PnjwgFAlC4XCsrIyBoOB43hfX19tbS3cvBHH8dHR0a6uLrg1FJPJbGxs5PP5Dx48aGho6O3tbW1traysZLPZAoGgvr5+eHiYWPJtaWlpa2vj8/kSiYTJZPb29nK5XAaDcf/+fQaD0dXVNTw8XFdXB+0HZOdLuU+B0pDszgxoy5PY+Q+/9GUJa2hoqKWlZXx8nCiovr6+tbWVVI3R0dGSkhIVFZWlS5fCtuVwOGVlZTiOFxcXb926lclkAgCGh4ebmpqgUghmCHdBhPlAi8be3t6RkREcxxkMBofDAY9mhYaGBpgJk8lkMploBWBWo6Oj8H11dHRUVVXBpxAIBHV1dQMDA+CRkU93d3dQUJCamlp5eTmLxbp37x6Px+vq6srLy2tubsYnXuZBOzN8s3Pnzr179y7xiTZDdo+jaFoOCDu8nJycbdu2PentdXV1u3btunLlCpfLPXXq1MmTJ8fHx319fTU1Nf38/IhheeXKlf379588efLatWudnZ2ampoFBQVcLldTU3Pnzp0MBsPe3v69997btm3bhQsXWlpaxGLxqVOnKisrAwMDTUxMWlpaAADR0dEaGhp6enpdXV2Dg4O2traurq7x8fFGRkYPHz580tV/QipHFTskie9JW4OUOUFzOI6z2ezU1NSIiAiBQIAWBOVEUuXRuuHIXlCkepLmKlkWJh2gmfwhpRK5WVparl692s7OrqenB71EEkj/UGYkPq1wHB8eHnZ0dLx48aK3t/f8+fN//vnnjo4OiURy7dq1pKSkQ4cOZWRkELnV1tZGREScPn0aw7DVq1fjON7e3u7l5bVu3bqEhISQkJCXXnpJQ0OjoqIiIyNDQ0NjyZIl8fHxAICHDx9evXpVW1s7LCwsKChIS0tLW1t7+fLl165du3nzppaW1vvvvw8L0tbW3rdv37vvvkuj0czMzBQUFK5cuUI0UU9Pj5qa2saNG/X09EpLSy9fvnzx4sWkpCSpVJqVlaWpqblq1aqUlBQAQGVlpbu7++LFi9esWTM6Orpnz55XX321oqLi3r1727Ztu3HjxlSoFjZma2srhmE5OTmyL+W50sg/c1A0LQcEQdy+fRtVYk4RQ0NDiYmJO3fudHFxiYmJiYqKotFoERERdDrd2dnZzs4Ox/HY2FhbW9ubN2+GhoZqaWnV1dUZGhqWlJTweDw9PT0vL6+xsbGMjAwdHZ2IiIiampqxsTEcxy0tLbdv356ampqcnNzW1hYZGWltbZ2enh4eHm5mZlZUVLR58+ZDhw5ZW1vr6upaWVnBASB9fOPEiUC6+jSMjGYiEonQrNAviYGBgcDAwIaGBtnpAa0DOoxJQxoV/MHj+iXSN4qsxgAg3xBTIWiU1v/973/Pnj0bw7DZs2d/+eWXmpqaaWlp/f394HFdPPoUkwPeZWBg8N133xUUFKSkpGAYduPGDRqNZmpq2tfX19fXp6urC5Pl5uauW7fuwYMHHR0da9euXbp0KWzMmpqasLAwdXX1+Ph4DMMuX77c0dHR0dFRWlq6ZcuWw4cP9/T0aGlp+fr6Ojo6GhoahoeHYximra2dlJRUUVHR3t7e0NDw5ZdfmpqaAgAWLlxYWVm5f//+b7/9tr6+3tDQEC7VwiYdGBj47LPPDA0N9+zZs3Llyvr6+sTERBUVlfb2dj6fn5eXt3Tp0v/+9799fX2hoaEAACsrq82bN3d3d/v4+GAYlpCQ0Nraev36dSh0T/Kdh/bblpYWDMMKCgrAU1tk/2+Bomk5IMZVXl7eL7/8Mo3be3t7HRwcGAwG7EPHjh0zNDQ8ffq0qqrq9u3bx8bG1NTUqqqqAABisZjNZo+Pj9+4ccPT05PD4bi6ukL6ePjwYUhISGtrK7EndGRk5IULF+BxQ0NDfHw8k8mEtXV1db1w4cLBgwdDQkICAwMTExP19fWh+vUPaUKuvFxWVmZnZ+fo6OiMwMXFxVkenCaAi4uLh4eHk5OTs7Ozg4ODk5OTm5ubk5OTq6urk5OTo6Ojp6fn5cuX4RlHR0d3d3d7e3vHRyDyJ864ubk5OjrCDF1cXBwcHNzc3GDmLi4uLi4uRLlEHWD1iF94CVYD3gX/Xrx40dXVVe7TOTo6wswvXrzo5OQUFBSEPcKsWbNmzZqloKAAj5cuXRoVFYU24x8ubKAJ/Pz8lJWVm5qaxsfHP/zwQxqNpqWldf78+dHRUalUqqamBmdrKyurpUuXQst9IyOjRYsWAQBYLFZ8fPz169cVFRXr6+u//vprmA+NRktPTz979qyxsXFzc/OWLVtOnjwZEhKSnZ3NZDLffffd8+fPSySSsbGx+Pj40tJSQ0PDI0eOiMXiH3/8USgUxsXFbd++XSQSlZSUzJkzp6SkBFZVJBIdPHjQw8Pj4MGDs2bN8vT0NDc3t7e37+npKSkpSUtLU1JSWrVqVVxcnIuLCwAgIyNDU1MTqqe++eab06dPh4SE1NXVTd44xHct/Pvw4UMMw27fvv1MZIj/IVA0TQaqlr19+zbhrvZE6OrqysjIGBwchFnZ2toGBgbSaLS4uDg6nQ4AOHLkyI0bNwAAEomkq6uLx+P19/efO3fOzMwsODgY9suWlpbAwEDC1EwqlSYmJqalpcG/HR0dHh4eUGctkUjMzMx8fHz09PRCQkJCQ0PDwsIOHjxIOEwSPjtya0ucR9eU8vPz7e3tIbWhHCeXyCaCvb09yoCQWCHbovwOGZmgV3d3d3iLo6MjzAEyKUxD0LSDg4OHh4e9vb29vb2HhwdRSfQumAlRB+JGSPru7u4w/UQEDQFrBQ+gfw0hSs+aNQvy9ezZsxUUFH766aewsDBCSP9DjsYRiMViHx8fdXV16MTx9ttvZ2RkWFtbb9y4Eep/z549C9+Uu7s7FGzHx8d//vnnjz/+WCwWq6ioeHl5dXV1bd26taamZtWqVU1NTQEBAZs3b+ZyuQ4ODrt37wYARERE6OjoVFVVSSSSlpaW+fPnOzo6AgBMTU137twpFAoPHDiwb98+AMCPP/44NjYWFRW1Y8cOAEBOTg6GYYWFhXCA8Pl8fX19Dw8PMzMzDMOqq6th/4mMjDx8+DCbzd61a9enn36an59/7NgxAICDg8P3339fWVkJALh27doXX3xhbm5OqMgnol3iGwg+eGtrq4KCAlEH9MZ/NnFTND0ZpidNc7ncgIAAfX19b2/ve/fuwSUdCwuLtLS0kydP2tvbS6XSuro6VVVVFxeXEydOQD4ViUQWFhbLly+HazjDw8NRUVEqKioeHh5ZWVksFgsAcPr0aV1d3Vu3bnG5XIlEEhAQoKSk5O3tfeTIEQsLi87OTl1dXW9v7zNnziQlJamoqAiFwqmbqRBkDVkGpXVCF4w/IQCy5TlJ4QAe11GQzBtwGXMCqMZFl2dRBQipzqSi4b3EIxB5EgkIzYzcpyAUNYTG/M0334QSNIZhr7/+uqWlZXl5OaGnBo9/iU/+RY8euLq6btiwoba2FsfxBQsWuLq6dnR0wIOqqio4Q+M4Pjg4+Pbbb3/wwQeOjo4rV678+OOPx8bGfv3112XLlrm5uW3YsKGlpeWDDz44efKkk5MThmGWlpYaGhrKysqwiFdeeWXv3r3Q8edf//qXtbW1VCq1trZ+4YUXHB0dN2zYoKWlJRaLv/nmGz6f7+npuX79eqFQWFBQMGfOnPz8fFhhPp+vpKTk5uZWXl4+b968L774Iisrq6ysLC4u7pNPPrGysvrqq68WLFggEAi2bt1qYWGxb9++H3/88e7duwCAxsbGFStWREZG/mH7kASLpqYmqPSAL2ImqDsgKJomAx2ueXl5mzZtetIc+vv7MzMzExISoqOja2trIQXcuXMnJSWFTqcT0nFdXV1cXNytW7fg8MZxvKmpCQ5RHMfhZ2ZcXFx8fPytW7eGh4dxHL9161ZcXFxWVhaXy4X1bGpqSk1NzcjIGBkZAQDcu3evsbGxvr6+r6+vurpaIBDAsggl9UR1/vOMwVH+RTNHVcYoj5OIW5avSTUknURnCHT8Sx8PDCJbEzBp+6ClSKVSW1vb77///vLly+hnu2yh6NNNAqhhF4lERUVFaWlpra2tAID8/Px79+5JpdLOzs6CgoKamhp00h0eHk5ISMjJybl//35GRgaHwxkcHKTRaLW1tffu3ZNIJOXl5SUlJSMjI7du3SoqKmIymZWVlRUVFR4eHhcvXjxz5sxHH310/fr1wsLC/Px82Mipqan37t3r7OzMz8/v6+uj0+nDw8PFxcU3btzo7+/n8/lZWVlQBQeVJHQ6vbq6Gsfx4eHh1NRUOp0+MjIiFApzc3NhxfLz81ksVmNjI41G6+npuXPnTkNDA47jQ0NDN2/eJOwFpwI4WcIlxOzs7Cdq3n8AKJqeDLm5udOQpmcgZCkVyAQRlTuo5FIbibVRBSXJ1BcgS3Yk/kWlZllSJjEySa5HCf1pmuV5w61bt06dOlVTU1NfX29gYFBaWvrX12FwcDA7O7usrGxyRRwJ8EVA3XReXh6YSRwNKJqeHBRNTxGQ0Qg+RYcfGtWBMMyAJndyNQwkuZXIn6RyIU0Acq/KWqajNQSPzx8klQj+uGnHPwMCgaCkpCQ5ObmoqAiaWPz1T5eQkBAbG8tms4nmlT7u/yUXFE1TmBAUTU8RJFaFkNU5oKoV1CRO+gjwqmyMadkiJhql6Bn0mOACWCIsgpDQSXeh3PFPIgLSp8bf8rmAvuipL5xQNE1hQlA0PUXIahX4fD6Xy+3v7+/t7eXz+cPDw3w+f3x8XCqVcjgcHo8HbxkdHeVwOHA5iMPhsNlssVg8Ojo6MDAAc2Cz2SwWC0rfIpFoeHi4t7cXmjACAAQCAbyrv79/bGxMKpXy+fz+/n4ej0d4SMP6cDgcKD+CR95rw8PDIyMjYrEYHg8PD4+Pj4+NjbFYLFkq/4cB5cq/HvB1o1qsqZjEAIqmKcgFRdNTB0lK8vLy+vbbb7W1taHlr42Nzfr161taWrhc7okTJ3744YfW1tbOzk5ohODs7MxkMtevXw8d59zc3NasWePu7u7m5vbdd9/9+uuv0MCgoaFhy5Ytqqqq+vr67u7u0KlaSUlpy5YtGhoap06dGhoaiouLW758+YEDB6BtDI7jo6Oj6enp+vr6hw4dunHjBqTglJQUTU3N48ePe3l5Qd8NFRWVhw8fnj179ssvv8zKyvobW/LPg+y3yN8iTaPLAFO8i6JpChOCoukpAh3wcOxFREQsWbKETqfn5uYaGxsfO3Zs9+7dNTU1sbGxPj4+33zzTW5urpubm4WFRUJCwsmTJzMzM9XV1S0tLQEASUlJP/74Y3Jycm1trZaWlpOTE/TT6enpMTExSUhIiI+P19PTi4+PHxwcXLZsmbu7e35+vqGhYXBwcFNT0wcffHDt2rXR0VEAgEQiSUlJ0dDQCAsLu3Llira29o0bN0ZGRmCJhw8fXrFiRWVlpaOjo4qKSkZGxtGjRx0cHKDmFMdxUgDbfwBI7PY30hxqQ0nppicHRdOTgaLpqYNkKVxfX79v3z6hUHjjxo3CwsLr16+7uhL85doAACAASURBVLra2tq+8MILOTk5Fy9evHLlysmTJ+GNfX19ycnJNBotJSVFKpU2NTW5uLiUl5fjOA632oKDWSwW37x5E9qVs1gsHx+f8fFxXV3dyspKoVCYlJQUGBiI4/iePXsI/UZ3d/fu3buhS5FUKm1sbPT19b179+69e/cAAGw2Ozc3t7+/PycnZ/fu3Xv37s3Ozn4eKOzPhty1hL+r6KlUg6JpChNi5tC03FhLJBkZHWC4jKUzkRKerKqqWrNmTUpKyvfff9/Q0JCRkaGiouLo6Lh//347O7sLFy4EBAScP38ePPLXSEtLCw4OTkhIwHG8trb2zJkzFRUVUqk0IiIC+kRwOJz29vakpCSozeBwOJcvXxaLxYqKinZ2dklJSWpqatevX5dKpTt27Ojo6MBxnMvlwhgXbW1tsG79/f1paWmZmZmEvTOs9vXr15csWbJjxw40YOxUpDxZ4DIRl2ZIFLe/ABRNU5CDGULTBK2gKzmE/QMuE7oT/SsbVhv+FhQU/PrrrxwOJzExMSkpqbW19dNPP01JSens7Fy/fr2Tk1N5ebmxsfHAwIBIJKqoqLhx44aPj4+Pjw8AIC8vz8nJqb6+XiKR+Pv7w1A7v//+e0xMTHJycnNzs0AgKCoqCg0NFYlEW7ZsyczMHB8fz87O3rFjB3R7a2hoGB4eTk9P37Zt2/nz56Ojo0dGRoaGhrKzs729vZuamrKzs4eGhrhc7sjIiFQqhaJ9Tk7OpUuXYEBO1KQPtdubCLJpcGSjXgrPBBRNU5CDGULTELKWwrLGbailmiwHoUzt5eW1aNEif3//hIQELS2t0dHR//znP5GRkX19fZ999pmzszMAIDAw0NTU1MHBwcbGpq6uLi0tbf/+/S4uLra2tlD7ER8fv3HjxqNHjwYFBRkYGHh7e2tra8MQTocOHSooKGCxWJ999pm5uXlgYKCFhcXx48fz8/Pffffdc+fO+fj46Ojo7N+/v6Wl5fTp046OjufPnz927FhJSQmO4w4ODjBGR2ZmpkAgMDAw2LJlC4fDiYqKOnDgACSC6dlNQ6NsWV9ECk8PiqYpyMHMoWlU0SFrqiyR2YaK5MBN+iuRSGJjYw0NDU1NTa2srOAuZSEhIY2NjWKxOD4+nsFgAADYbHZwcLClpWVqaiokfTqdfvLkyaCgoKGhofHx8ZCQEGNjY1NT02PHjpmYmGRlZZmZmZmYmNja2kJjjPb2dktLS2NjYzMzs/PnzwuFwszMTCMjo1OnTp04ccLU1BQ6FjMYDBsbG0dHR6j9EIvFVVVVx44d8/X1ZbFYg4OD9vb2NjY2LBars7PT3Nw8JibmD93rSe0m24zTsGegMDkomqYgBzOEplFyIXypZU1Zx8fHBwYGcnJyGhoaUH0ryWlFVoUNOYtkq4sWQXLgRkcgYQ8AHp8MUJUCEREJ/JEITBQq60QObbplr06DZEk3zhAq+QtA0TQFOZhpNC1LdqOjo83NzWVlZRkZGadPn/7iiy8wDNPQ0IAhUkle10SGqACOIxHmABJ8g1Q0aU0S/QsmpV3idrSgyVc+iZNisXgSFp4KEci9OqOCt/2VoGiaghzMEJoGjwuAkOx6e3uDgoLWrl37+uuvw/DKRGzlzz//HAbh6+3t7ejo6O7u7urq6unpYTKZnZ2dnZ2d3d3dvb29XV1dHR0dTCazp6enra2tp6ens7MT/nZ3dzOZzK6uru7u7vb29r6+vq6urs7OThaLBVMymcyHDx92d3fDDNlsdldXV1dXF5PJhCdh0TCrjo4OeEtfXx+81NnZ2d7eDitG3AU39Gtvb+/p6YF16+3thfWBf+FBW1sbzAEm7u3tZU4MIn94DEsHj89Jf+uL/UeBomkKcjBDaBp/HAAAqVSalZW1Zs2aefPmQXYmOBrDsBdffNHZ2fny5cvQUdDDw8PNzQ0eE7+urq5ubm7wqqurK0zj6urq7u4Oj+Gvm5ubp6cnPI/mcOnSJRcXF09PT5ge5kYUBPP39PT09PR0cXG5dOkSKVtPT0+Y0sPDw8PDg8iZuOru7k6kgYDJ3N3dL126BCtMpHeXB1gWWmdXV1cXF5dr166hYfwopn4mwCm7aQoTYYbQNIRc9e7AwMDt27etrKxWrVoFZWoMw1RVVeHGNKQbnwaoOD9tQ+OJzObkqiBIz4tPEFTziYgAlwnO96Q5UJALiqYpTIgZQtOk9TRCtUoiTSaTWVhYGBwcnJOTM/XNXqcI2fH2rMIDESF+JloYnPZSIZCZGAiVN/xLObY8K1A0TWFCzBCall1CxJEIzgAAqVQqEolQQwvSlt7PpA4k+41J4mlMvVDSwiZxQMxDpEVFVPMzPZBiaj9RbSlMBIqmKUyIGULTYAJZUtYeg2RA/WcoXmULfcrcSI9GcDQus33XszXPmFyXQuGJQNE0hQkxc2iatOqFehsS54ljVJR+VqoJVKVL5PkMlQZisVgikRCbQ6LzzTOcGHAcJxn5yXoGUZgGKJqmMCFmDk2DCcwSJqEwsVg8vZgV+AQAMpPBk+YgFwTX37lzx9TU9M6dOwwGIzg4GJ6EgffQ0uVWbBrPSKj4ZwiV/KmgaJrChJghNC2rFoAHsmNArg7hmdQBfzyiCI/HKygoaGlpeSaZAwAkEklpaencuXNPnDjR0dGxdetWIE8p/0yAsjMlTT8TUDRNYUJMj6ZlnZ5JwprcW0hXZaMgkTzu0CJQTKKO+Ov3i5LbAkNDQ+3t7UKhkM/nd3Z2wvj9PT09AAAej9fV1SUUCpubmxUVFd3c3GA+MKVEIhkdHZVIJC0tLf39/VKpFLqloGVJpdKhoaHGxkZoMjgyMtLa2trX1wcAePDgwcKFC/X09NhstpKSEqlBJndHJL0X9Bh9BdObtEhKkomykluHiSoMZFzwZS0FAfJosj2QlJvcx0RPTjTnySYm7SAst1C5oGiaghw8pTRNsmwjAPWkpB6GDkJ0mAF545M05OSOFuLv3+hhgSO7iQMAeDxeREREZWVleXl5YmJienr64sWLAwICxGJxWFjYnTt3ent7CwoKkpOT4+LiXn311a+//rqqqiohISErKysjI+P27du6urrGxsbXrl3bvHmzhYUFjUb75ZdfLly4AJXOOI4zGIzExMTw8PCTJ082NTVlZGQkJCQcPHgwLy+vr69v8eLFpqamQ0NDKioqhCUJ1IpMrgef6I1ASOVFp3oiyGV/HDHvI8iUSIaG4iNt/IjjONEg6DNORK+keRTIWEOiChy0S+MT7L9O1JzIkNibWG7TTbGVKJqmIAfTlqZJo44YBmi0B3TgEScJsiBZv6HHpK4pEonQLktkKDvSnvRBniFgC7BYrC+++EJPT6+wsLC5ubm2tvadd95Zt24dAODWrVsmJiampqZ0Op3JZGZlZX366aeenp45OTnLli27dOnS3bt3HR0d//vf/3711VcPHz7U0tJau3ZtY2OjlpYWhmHd3d2wIEdHx8rKys7OzqtXr0IH7vLycg0NDQMDg8HBwQ8//NDQ0JDH4+3YsQPITHuTg0Qo0sf3Sice84mahWQISPCa7AonMd3KMh3J7I94FmLj3YmmeSDvwWF3Inh2kjle9jwaAwt9RlKsFZi/UChE6zkVUDRNQQ6mLU2ThgH61QxBiDCkKHHE1YlMxFChDx1CuMymIbJiyzQe5OmB1kckEsXFxSkrK3/zzTeGhoYAAH9//1WrVqWmpjY3N6empmpoaCxevPjAgQOFhYVaWlp0Ov3KlStz5869du3awMBAfX29mpqasrIyn8+/fv26oaGhSCSKioqaNWsWjKQBAFBXV4cHYrG4ubnZ399/cHDQyspq165dQ0NDy5cvNzIy4vP5qqqqMBnBHZNMY6g8i8qekzzs1CH7omV3WpAbSFb6uJk5UUkSlZO+0mRJcyKWJHoUyXZFKpXCDxG0IHQyQNsHPYYFye3nU2w3iqYpyMFT0vREA4YkMpNUdeivrJ0yPECHFo7o+FDJehIZ6q+EFHEhYbPZSUlJ9fX158+f/+ijj9hsdnd398aNG5WUlPr6+mpqahobG/X19VesWBESEqKoqOjj45OcnDxnzpzjx49zOByhULht27bNmzePjY2FhoYaGxsLBILg4GAMwzo6OiBzqaurR0REsFgsLpdrYWHxyiuvNDc36+rq/vbbbxwO59///reBgcHAwMD27dulE1scyoL0ymQbedp8gYqu4FFnkEgkpPmYVDSERCJpa2tjs9myGm30W2qSeYjQ/EBBWJa40WlJVqTAH19ShjmgJE4cwPBY4PFpg9QCfwiKpinIwfRomuigqEMaysJyhw0hHwGEo6uqqvz8/K5cuQJ3fkLHjKzMgkYBJX2S/43ucFDPgz9aPLxy5UpISEhRUdGDBw9wHIdysZ+fn1AopNFoAQEBGRkZzc3No6OjYWFhjo6OTCbzzp07tra2np6ePT09FhYWJ06cYDAY3t7eR48ebW9vr6ur09bWrqiogEU8ePDAzs7Ox8ensrKyurr6yJEjCQkJSUlJ5ubmycnJurq6fn5+jY2Np06dgkuXsnQmC1KbE2+KpIWYxiyIPw6CmlH7cbQvoR9ncIXj8OHDP/zwA1Ex8Gg6LCwsHB0dJYmrpE4oN9438bCEso40Sch2afQRSD0fvn2pVJqQkGBgYFBdXY0+OFEERdOTg6LpyTA9mu7t7Y2IiIDGZDk5Obm5uRKJ5N69e8SuJRCtra1JSUnFxcW9vb0CgSA1NZXJZIrFYhqNFhsbOzAwANfHLC0tY2NjW1pacByHHbSuri47O5vP54vF4t7e3sTExKysLIFAMDo6WllZWVdXx2QyCwoK0EWkv7dPoyyG/nI4nJs3b0ZFRQmFQtI4R8lF7vQmqykmDoh7SXsXTERMUwEhYMJKuru7nzhxoqSkRCAQkCbLabQPUduqqqqGhobMzMw9e/ZER0dDsbSlpSUlJcXBwYFk03Lr1q3z58+/+eabX3zxBY7jo6OjMTExmpqa9+/fT0xMfOutt0JCQkZGRhgMhrm5+fHjx7u6ugAAYrG4pKTE19e3p6fnwYMHN2/ejI6ONjU1LS8vb25uNjMzO378ONwUmE6nW1hYHDp0iMfjBQQEaGlpMZlMotHGxsays7N9fHwCAgJEIlFQUJCnpyf8pikvL7e2trazs2Oz2TiOs1isqKiorVu3bt26lclkuru779q16/79+3fv3tXV1U1PT5/6W6BomoIcTI+mGxoatLS0tLW14+PjTUxMDAwMmpqaXF1dT506dfbs2dLSUgBAe3v7kSNHDA0NDQ0NtbW1GQzG+vXr8/PzuVzu2rVrf/311+bmZmdn5wULFuzZs8fJyYnFYuE4rqmpef78eUdHR2Nj46ampqqqquPHj+vp6ampqUVGRra0tGzcuFFTU/Ps2bM//fRTdHQ0KR7/1B8B7f344x+2Tw8i87KyMl1d3aysrL9Lb/5EQGeCjz/+GAYL3Lhx49WrV3NycphMpuxTTIVKiElILBbv3bt3w4YNV69e3bhx4+zZswsLC5lMpo2NTVlZWVhYGNyIHQDA4XAuXLgQExOTmpr68ssvr169GgDQ0tKSmJhobGxsYWHh5+eHYZi6unpxcTGdTvfz81u0aJG1tbVUKvX39/f19dXV1TUwMLhw4cK//vWvTZs2qaioREVF5efn+/v7z58/39XVFQCwaNEiBweHJUuW6OnpeXl5vf76699+++3Y2BiscGtr64IFC77//ntFRUVLS8uSkpK4uLhTp04NDw9XVFS4ubktXLjw0KFDAIDU1NTc3Nw1a9Z89913o6OjcMk3Pz+/paXl5MmTtbW11BLiH4Ki6ckwPZoWi8VdXV0GBgaxsbG9vb0DAwNOTk4+Pj6pqanW1tbbt28fGRmxsLBITU3lcrk9PT3x8fGdnZ1BQUHx8fF8Pt/Ly6uxsREA0NTU5O3tzWAw+Hw+7I4BAQF6enrd3d2jo6Otra2BgYGFhYVDQ0M8Hs/c3DwkJERbW9vd3d3b2zsgIODQoUMjIyNErSZZIiOMulBxta+vr7W1FYa9h/HyieOpo0seuru729raurq6mpqaiouL29raiPj9T5o/qZSp1+GJALcIIDIUiUTz58+f/QiQr+fMmbNs2TJdXd3s7GySzD5Jy5P0LY6Ojjt27KipqREIBPPnz8/IyLC2tj5//jyXywUAKCsrQx3CpUuXPvvsM6lUyuPx9PT0Fi1aBKfS0tLSq1evKikpFRcXL1u2DNJZW1tbXl6ekZHR0aNHGxsb161b5+LiEhIS4uXlVVdXN3/+fCsrq4GBAbFY3NbWdv/+/e3btxsZGYnF4u+++47NZvv5+a1fv35wcPDGjRsYhlVVVcEKDw0NqaurOzs7GxoaKigoRERE2Nraqqmptbe3j46OZmVlrVu37quvvrp9+/bly5cBAImJiRoaGvX19WVlZfPmzfP29s7JySkuLiYU2VMZWRRNU5CDaS8hcrnc5ORk+NEHADh69KiZmZmZmZmpqamvr69YLN61a1dzczNMDL/fGxoabG1t6XQ6ITR1dHSEh4f39/eDRx/dqampsbGxcGzDb9v29nbY0R0cHGxtbY8dOxYREREeHh4fH29gYADVr08kDsOCRCJRaGiokpKSsrKyioqK8iOoqKioqqqqqqoSB/B4IijLg6qq6o4dO3bv3q2qqqqjo6OiorJjxw6Y+RRBSjyVmkwRqvKgoqKyd+/e3bt3Kysr7927V1tbm9ghAe6WQJA1lGEBogAhzM4mAqo1DgwM3LdvX2trq1gs/vDDDzMzM/ft22dsbDw0NAQAMDY2Hh8fF4lEVlZWr7zyCuw5Wlpan3zyCQAgJCQkKiqqsbFRSUmprq5u7dq1TCazoqLC1NS0tbX18uXLBgYGPB7PysrKyMgoNzcX7rDz/vvvw13eExMTbWxs+Hw+3AIYALB582aJREKj0Xbv3o3jeGFhIYZhd+/ehdUWCoUHDhy4fPkybI2ioqKioiI47wYGBra2tmpra69YsSIxMfHcuXNSqTQ2Nnbnzp2VlZU4jpuZme3evfvcuXOdnZ3gcSuRyUHRNAU5mPYSYnZ2tqura0lJCYfDAQBEREQEBATU1tZGR0eHhoZKJJL4+PiDBw+WlZUlJye7ubkNDQ3x+fyTJ0+uWrUKakUAAPn5+WZmZnQ6va+vDyqaL126ZG9vPzY2JhQKpVKplZWViYlJTU1NQkKCnp5eTk7O7t27fXx83NzcQkJCVFRUCDF8cr0H5BTCugBShkgkYrPZg4ODg4ODXC6Xy+UODg4ODQ1xuVzOI6DHcsGdGENDQwMDAxwOh81mDw0NEbewH4fcbCdKwJaHyWs4FXC53L6+Pg6HMzg4yGazAQBz585VUFCAvKygoPDuu+8eO3asvLycz+cTU+MfbuRIgFC7u7i4bNq0qaGhAQDw2muvBQYG/v7776+++mpaWhqPx/Px8YF5FhcXYximq6ubk5Pz/vvvL1iwgMfjrVixQllZmUajbdq0qba29r333gsPDz9x4sSrr76anp6upqa2YcMGAEBYWNiqVauioqKgZIBh2JkzZyQSia6u7rvvvkun03/44Qd1dXWRSLR69Wo+n+/r6wsN2+l0OqRj2D0EAsGuXbucnJwiIiIwDLO2tmYymSwWy8vL69tvv01OTl69evV//vOfrq4uRUXF0tLSPXv2rFq1Ci4hlpaWvv3227DcJxpZFE1TkIPp0TSTyfT29jYzM7OxsYGLe319ffb29h4eHubm5tHR0QAAkUjk6Oh45swZGxubkJAQ2PUjIyPPnTsHTaPGxsYiIyMPHTp09uzZyMhIaHTl4uJy9OjR4ODg9vZ2qVTa2trq7Ox85swZMzOzwsJCsVgMVStRUVGVlZVubm5TVHqAx51iALLKT8KTNoXcTKTyrHGff6A2IaqqqnPmzFmxYoWpqSn8oJFIJMT3O9rUk4uKqFGgVCoNCgoyMTGpq6sTiUQnTpyAq3NOTk7+/v63bt0iIpwIBIKwsDAlJSVHR0cHBwd9fX0ej5eUlKSsrBweHn7+/PmBgYHjx487OzuXlJTs3Lnz3Llz4eHhrq6uTCbT3t5+1apVmzZt0tPTy8jI0NfXDwgIAADcvXv3l19+uXz5sp+fn5OTE5vNNjExgV6jR48ehZtVqqqqVlRUwGfkcDiWlpYxMTF8Pt/Hx2f37t2RkZGNjY2NjY0GBga2trYXL148evQoh8O5dOnSiRMnwsPDL1y4UFhYCADo7Oy0tLQsLy8nlogpaXpyUDQ9GaZH00KhkMfjDQwMsFgs+M0LpQ8Oh0N8AsPBzOVyh4eH4RlIAYQdq1QqHRsbg8Igj8eDI39wcJDH45HsZAcGBgQCAcF9kC+kSOA3iEmcoWFiomJTeUbSGuNEmEpWxCid6PbJs52k9OlNLX/4vEKhcGRkZGBgYHR0FHXCnoptnyxQM8rh4WEejwc7CeEBKBKJhEIhYV1HlCUUCoeHh2GcE9gBxsbGAABQnJdIJFB/NTo6SszWOTk59vb2Dx48KCkpWbZsWXp6Oo7jPB4PXiWWBwcHBwUCAbQdgrcLBAKRSCSRSIjvMwDA8PAwNNGBUgXRS8fHx2GvhgFYYHPhOC4UCgUCgVgsZjKZdXV1sLb4k2jkKJqmIAfTdhYnfmUNlkUiEck8Fm6Mgo5AeBVHtJZEDkSGhGOuLJ2hlSFJdpPXnNT1Sbk9wyExkVHE8wn8cWN2eJL0luXWH71RLmQ/cdCPDKL9ZUuZqHeh/YR0VSKR1NTUWFpa+vv75+bmxsbGQgWO7EOhRZNKRNPjiKk+kOldqNMAPAOnDRhu5d69e3LrPzkomqYgB9NeQpQVTtFehY4B0kCdfOCBiful7IAnzqC+zhMBR1TYEzHORJQ9DUmWdOk5136gRtwQqMcgWnnS6wZT4xG5vuBAhitJrUQiR1Qql8utEM3NzdHR0XQ6HZLmJPM60TknV7Kjt8MEqIEdybkGABAcHHz16lW41vKkHx8UTVOQg2nT9AwESiXodwB6aSKxlHQvaeyR8iGAGjKDx8ct/vintCzBTTIxyEqUFJ4TQJrOz8+fxr2kZQDZ2WUSoB0GFWVIJ2WznbrafXJQND0ZKJqeImT7Itr1oXgFVa6E2A7NEOWG7CHOo0a1xC+MW4LGD0INVEhO1SiDoyIweLQMQBpXxM68JEmWwvMAVJqeOtC9j0maGULwn4SpiQ6AfiKTJA/ZnGVvfxpQND0ZKJp+UuCPNpcqKCjw8fHx9fX18vIqKCjIysoKCAjo6OgYHx+PjY29evUqXLkqLS0NDw9vaGgYHBwMDAwMCgpqbW3Ny8vz9fW9detWdna2l5eXt7f3/fv3cRzv7u728/Pz9vYODw9vb28HALBYrMjISG9v78uXL0N1Z3FxsZeXV3h4OKF4xXGcx+PFxcXFxcURS7jQgzk3N7etrY3FYiUmJoaGhnK53IKCAkdHxwcPHsBkf2j1TOGvxPRoGoLEyKSPrUmWbUhaRyAjSsvVcE5jMXkSUDQ9GSianjpIxnzXrl1bvXo1nU5PSkqytbW1tLTcu3dvYWGht7e3n5/fxo0b6XS6r6+vr69vUlKSu7v777//rq+vb2lpyeVyk5KSFBUVExMTy8rKdHR0PDw8mEwmjuN9fX3Hjx+Pjo5OTk62s7ODDkTfffedl5dXRkaGjY1NTEzMgwcPFi9efO3aNWgaIRQKExISrK2tExMTY2Jizpw5Q6fTWSzWpUuX0tLS7OzsVFVVa2pqnJyc9uzZExMTY2Njc+nSpc7OTumj0ELPud58RgHSdG5u7tS5D0q+qCkOYWwKJlgEkgv0+4xYAED1dbJ6uT9coZk6KJqeDBRNTxFEZyVsV+rq6jZu3Jifn6+lpcVgMDIyMk6cOHH8+PH3338/PDzc3t7e19fX2toa3shms2/cuHH16lUajSaRSBgMhr29fXl5OQAgKioKiskCgYDP59NoNBgYaHBw0N/ff3x8fMeOHVeuXMnLyzM2Nk5MTAQAaGhoPHz4EDza//DXX3+FFsdisZjNZsfGxmZlZdXU1ABEhZKamvrRRx/98ssv5eXlxFPIVYhT+BsxDWlaVoUlqxwDU1BPg8cXLeAB1M7JlcRRM9Op13YiUDQ9GSianiJIRlcAgIqKivXr11dXVx8+fLisrOzu3bvff/99ZGRkdna2jo6Og4MDjUY7ffo01JAMDAwkJyeHhIRA35/q6uoLFy5AdoabconF4rq6ury8vPT0dBiFqqenx9/fXyqV/vbbbyEhIbW1ta6urlZWVlKpdPv27W1tbQCAqqoqAwMDExOTgoICWKvGxsawsLB79+6VlZWhtQ0PD1dVVb148WJYWBgMoAGmNnQp/JV4miVEiUQCrbllWXV8fLy6uprwYJCFrNBdW1tbUVFBMvKZXHnyNKBoejJQND11oIHzcRyn0Wg//PBDfX09g8GAqoy33norKiqKxWJ98sknrq6ug4ODpqamCQkJlZWVV69eLSgoCA8Pt7CwqK2tjYyMDAgI4PF49fX1pqam4eHhHR0dPj4+/v7+7u7udDq9srLS09Pz+vXrPB5v3bp1UVFRra2tGRkZUHBevXp1amoqVGVs3749ISHBxsamsrIyJyfn4sWL4eHhQ0NDgYGBpaWld+7caWhokEgkZ8+ePX78OCwlNDS0r6+PpH+k8DwA0jQx6U4dOI7X1tb6+vp2dHSMjY1Bfx/YY3k8XkxMzJ49e6CDpdx7weN6Z4lEYmlpOXfuXKKfEEI6k8nk8XgkDcl0H/f/B0XTk2GG0DRqqARkjBwmijMpKzig+Tg5OS1fvlxLS+vgwYOHDh0SCoW7du3KzMzkcDiamppQO1FVVXXgwAE1NTVzc3MWi9XZ2Wltba2srHz8+HGolHBycvr222+3bdumr6+/YcOGoKCgrVu3qqurq6mpWVpaDgwMPHz4cN26ddu2bdu3b5+ysjJUhS9ZskRdXf3AgQObTuc0dgAAIABJREFUN292cXEBAFy5ckVNTW3//v2hoaEwjFFwcLCKioqRkVFBQQGPx9PU1Pzxxx97e3tzc3MVFRUDAwNRneYfthsJcl1gKEwPKD+2tLRgGHbz5k14BjasUCiEu8hDQOdeeGlkZASSJo7jNTU1Pj4+bDY7PT09MzMTPOrnkZGR2traLS0tMJlYLIZenfijKDdEkBaiGlKp1NXVdc6cOR0dHdDHEkYLaG1tPXDgAAyOhuP42NjY4OAgRdN/OmYITQMZC1AgYwRKKJ27u7s5HA5xUtYyCaKnp6ehoaGysvLevXswEBoxlmCfhreMjo4yGIzh4WF4O5/Pb25uhrsxjY+PNzc3V1VVVVZWFhcXV1RUsNnshoaGkpKS5uZm6Go8NjbW1NRUU1NTUlICo+Z3dXU1NjZWVlYWFRVVV1fDZGKxuL29vampCdpmQUfq2travr4+AIBQKGxoaGhtbYUTT3V1dVtb2xPJQWjKSfbwpvCkIPUuDofz1ltvrV69GjqvAwBGRkYiIyNdXFz6+/sfPnyYnJzc1dUVHBz84MGDnp6evLw8JyenhIQEAEBRUVF8fDwAwN7e/ujRo4SL/KFDh5YvX56TkwMAaGtrq66uLi4uDgsLe/jwobe3d35+vp+f39jYGKwAi8WqqamprKzU0tKaO3dub29vXV1dZGSkn58fi8Wqrq5euHChqqoqDJ+bl5dnb2+P7gQybVA0PRlmFE3LKuDg+jUUCvr6+m7fvn348OF58+adPXuWz+fLMhGxkk5ygCRZMqH5gwmETbnOKSRFBGqyOhEb4oh3JZBnDU18E8BAKGiJf7gERHqciZ6CYuqnAeoMJZVK7969O2/evK1btxIBHQMCAjZs2NDX1+fm5jZr1qzKyko/P7/m5uY7d+4wmcxjx45t3LiRzWZra2vPmjWrrKzM2NhYRUUFflThOK6jozNv3rzIyMj29nYTE5N79+4NDAx89NFHTk5OL730koeHh4ODA0zMYrFMTEycnJzGx8ePHz/+4osvdnV1MRiMnJyc5cuXm5mZ5ebmvvjii9u3by8oKLhz505vb6+RkZGjo+PTNwJF05Nh5tA0BI64gYyNjVVUVPj7+xsYGPz6668ffPABEVL5888/r6ur43A4RKT8jo6O7u5uJpPZ1dXV29vLZDL7+vra29v7+/vb29t7e3s7OztbW1t7enqIZB0dHUwms6OjY2BgoKOjo6urq729HW5sCoURGJWtra2tq6sLRuWHB/De7u7u7u5ueAAVJkSazs7Onp4emHlXVxc8bmtrIypJbBfAZDLhjgQ9PT2w6Pb29vb2drh3AbqlACyX+IVAr0J0dnaiek+0VSlMGyTtU1VVFYZhioqK8GR9fb2RkVF8fHxKSsqXX34ZHx/f2to6Pj6en5/f2dmZkZGhqKh4//79gICA+fPnFxcXx8fH0+l08GgC8PLyMjIyAgCEhoa+8cYbPB4Px3F3d3dLS8uff/45MzOTEA7odPp7772XmZkpkUiuXr36+uuvd3R0MBiM/v7+n376SUlJqb29XUVF5fr161KpNC8vj8lk0mg0BweHp28BiqYnw8yhaVm579atWy+//DIMew8j36PB73ft2gUj5e/Zs2ffvn3q6urq6up79+5VV1cnNg1QV1eHsf/37Nmjpqa2d+9eVVVVeADvJdLDM3v27NHQ0FBTUyMSa2pqwjOqqqr79u2DCeAvLBqG7d+3b5+KigrUWcNqwII0NDRgEerq6vv27dPU1FRTU9uzZw9MQxQKE0NoaGjAu4j67927V20CwMxhobCSu3btioiIADJh//6u1/q/Dlkvf4lEUlxc/Nprr73zzjvwzMDAgLq6+rJly9rb22/dunXkyBGhUJifn//f//43NjY2ISHhxx9/rKmpCQ4Ofu211+7du3ft2jWoBoHs7+HhoaurCwC4evXqSy+91NDQgOO4t7e3p6enoqLinTt3iDoUFBQoKCjA1Q4HB4d58+YVFBTo6ek1NDSsWbNm8+bNjY2NmzZtioqKunPnznfffZeUlBQdHW1nZ/f07UDR9GSYOTRNWpWWSqW3bt167733YNh7IgQ+QdkaGhqGhoYGBgZ6eno6Ojp6enq6urr79+/X09Pbv3//wYMHdXV19fT09PX14aWDBw/q6OjAvzo6Ojo6OvAMvKSrq6ujo3PgwAFtbW14+/79+3V1dXV1deFJfX19fX19XV1dLS0tfX19bW1tmPn+/fsPHDigo6MDi4alwzz19fX37dsHi4NZaWtrE5XU09PT0tLS09M7cOAAzAfWR1NTc//+/fAW4nEmAnEVHmhra2toaERGRqKtCihp+umAasZwHL93797HH3+8du3a7u5umEAsFltYWCgoKFRWVtbU1KipqQEAMjMzX375ZWNjY0dHx9WrV+fm5trZ2WEYlpWVlZubC/fhhRkeOHDgiy++YDAY4+PjSkpKhoaG5eXlVlZWdDr93XffDQwMBI++jfr7+3fs2DF//nx/f389Pb05c+YkJSUtWrQoODh46dKlX3/9dWdnJ1yXjo6O/s9//mNqanr27FkjI6On7wAUTU+GGULTJJsNYkiIxeLq6mobG5uVK1cSorSCgsKPP/4IjYuJqJskcyXZnOEB9CWBZ9CIbuBxqRPNgdDDyIaCA4+PYTR05x8ODLllkfCHYTZlCyJ8F9HzlKXHUwK+WRzHh4aGPvzwQwUFBRhgj2j/lpaW6OhogUAwPDx8+/ZtiUQiEAh8fHxsbGzy8vJ8fHxu3boVHh6uq6tbUFDA5/M9PDxgBx4dHXV0dDxy5EheXp5EImlpaYH70dTU1LS0tBw8eNDf35/P54NHnYHD4Zw+fdrExCQ+Pt7a2rq6utre3t7b2zssLOzChQtsNjs7O9vZ2bmtrS0wMNDa2rqkpCQ0NPTpv6gomp4MM4SmIUhiC3qJz+ffv3+/oKAgKChIUVHRx8cH3d8APE6asreTrgJ5YiYpjdysUEolUTnJphA8Hr4V5U3ZQoG8SUKu++8UgfI7pfR4GpAmPGg3DQ02wONLKQSIZkfPow7iQF6vQPszadkZIGZO6F8UE7mtop7l03n+R6BoejLMKJr+M0D0UVRXCyUjHImYgXI0kYzo4sT8gT+K60S6RTZKA2nKQfMk3YLeRfHpcwv41iBNw/0YZ9T8R9H0ZKBo+ulBUnnLGmhDQPFHVpAhrso9j8aoBDI2y6iMg8pWxDxBZE7R9HMOlKZv374t95PoHwyKpicDRdPPBLIKXHgA6RIlXzQ2CHoXSYOBbndCMs0Gj2iXpHmQSqUPHz68ffs2i8Xq7e2FW1wT1aDUx8854HuUG9NjJrw7iqYnA0XTzwpolAOASMGE/CurmhgYGGCz2aiuEFU4yl36k1V/oykLCwvff/99Hx8fBoMBbbCAjOhN4fkEStNEhLyZo/qgaHoyUDT99MAR3wRir+ve3l4AANwEXSgUSqVSGMV/ZGRkaGgIx/G+vj4rK6usrCw4CIVCIZvNJvKB3uo4jkNfcIDEUIVpBgYGiPMDAwNSqVQsFt+/f3/evHm6uro8Hm/z5s2k4U3R9PMMlKZzc3PRkzMBFE1PBoqmnxKktUGxWMxgMBgMRmFhYWpqak5Ozs6dO1NTU6VS6fXr11tbW5lMZlpaGo1Gy8/PX7hw4ffff9/e3t7S0lJQUJCRkVFbWwvj5Lm4uGhqaiYkJPj7++/cuRM6lUHweLzIyEgbG5sLFy709/cXFBRcvnz55MmTAwMD7e3tS5YsOXTo0ODgoIqKivSZRgSm8KdCrjQtm+CfCoqmJwNF088K8OOUw+H89ttvUVFRLS0tN27cSE9PxzAM2v/HxMR4enqmpaVVVFTk5ORcu3bt1VdfVVFRodPpe/fu9fX1pdPpnp6ey5YtW7FiRUJCwvLly9esWUOj0RYuXLhixQpCvo6Pjw8PD4+Pj9fV1a2vr6fT6QkJCWvXrr1w4cLQ0NDChQsPHz7M4/F27tz5zx7Y/zBMJE1TSg8K06RpVCtKiJNyzQlQY4NJjC4BIpbK6hBI9gxongDRvU6y0kK6BX/c5vTpQegTRkZGzMzMFi5cuHr16piYGKFQqKent3LlSgaDUV9fb2dnt2DBgi+++CI8PLy6unrLli0pKSmJiYlz587V1dX19vYODQ1VVFT86aefhoeHXV1dlZWVBQLB5cuXMQxjMpmwCOgrDABobW1ls9k5OTmFhYWGhoZqampcLvfDDz88fPjw4ODgrl27iFpNUd2BP7LSRfXs6BIoupiJGrdMziNyzbTl2rqgeYLHXyhqZi63A8jWAe1XpOVW2XxkY1HJ8iOpo6In5VZMdgvBSSArTc+oLyGKpifDtKVpdAih1Ck3VBup+5JSgsfVu3J7J5qAcMaTuyn9JLWVO+rQv9MD2hrj4+M1NTVhYWE//PDDRx99JBAIysvLV69effjw4ZaWlpaWlpiYmAULFixevDguLm7Pnj2///57REQEhmEXLlzo6ekZGhras2ePsrLy2NgYjUYzNzcXCoVRUVEYhg0MDMDiFBUVWSwWVFWHhYX9/PPPg4ODR48e3bVrF5fLXbp0qaGh4eDgoLq6OqmRUSPriR6BaBPSVrYEd6OvSdZFUy5I3EfUStY8kcgH3YFB1q4Rl1loJXn3kLIlTeT441tPyaZHH0d2wiDljD+K2kwyeEdvR+12Jm8liqYpyMH0aJoYFaTNjNHRRRwQHV1WOILdXSgUEnYRJM4lnGjhX5TxZasE/qhPE5WctvedXKCmdY2NjQcOHLhx48b169cPHToEvXs1NTU3b948MjISEhKSnZ1ta2trYmJSU1Pzyy+//PLLL3CzrmXLlvn6+vb09Hz11VcrVqzo7u4+efLk2rVrh4eHr169imHY3bt3YREXL15csWLFlStXsrOzbWxsMAzz8fHZtGnTN998U1paimHY7t27Ozo6Vq1aBd+O3DlSbstAyPVZJyVG3dWm2IywA+CPZHNZ8iVtzgATjI2NHTly5Ny5c+irJ+WA1kHW34eUIXo76S60TxJBRNHWI3UbtLcLBAJ7e/vz58/D7U6kjzajmooMQeQPKJqmIBdPr5sm9d1J+hbpEpQ+6uvr3dzcPD09q6ur0aFIygH9fiSJTk86EtDEqDgpt9wpgsiEz+f7+fk5OjoWFBQQ4VLT09OjoqLgFuB2dna///473HHj+vXr9vb2vb29XV1dZ86csbW1bWlpOXXq1JEjR6qrq52cnA4dOlRTU9PY2Lh///6ioiLILGw22/L/sffdYVFc6/8rKd/c3JviNfEmMXoTjUm8MWpii1FjF8SCimJFihULKiq9K01ApCMdQWRhEZBelwWRuvQmTcpSFlh22WX77pzfH+dxnnF2IUj8JUbn8wfPMDtzzpkz53zmPe95i6mpnZ0dnU6H6WAiIyOTkpIuXbrk7+9//Phxb2/vxsbGCxcu8Hg8XL/97oNg90KBggCO+9binn28nkH5UTFLDq40LFECAKRSqVAo3L9//6xZs8DzY2x4eLioqIjL5Sp6PItEImx7JBIJTvkAzW8UawcKgxn9tCDPe4pii0KPQ0NDN2/eDFNQAoxcQtD0ZEDQ9ESYGk1LpVKcoRic2IpxA2AoeuSZDzRWTSmXy7u6uuzt7YODg9HUJIhCpAJUdkPXyDghCChM74mBYJTgL/rgSoGbumNjY11dXWKxGEEQsVjMYrGys7OhkMXj8RgMBtp1YrGYx+NBYRza8CEI0t3dPTw8PDo6Ojg42N3dLZFI5HI5i8VCg/rDFcbw8DAa7AnGQoPRqwcGBkZGRgQCwcDAgFQqRZkRfWqlj4AN6gQva29vR12WwfNkgds5mAzQcmCbu7q68vLyYOBjeL66uppGo2H1WgCA/v7+tLS0jRs3fv311/B8Y2NjUlKSVCql0Wjbtm2rr68HAAgEgtzc3KqqKrSukZGRpqYmtPaRkZGSkhKYDiojI6O1tRUdY7m5uTC/e2NjY1FREaLg39/X19fc3AxbWFhYCO9isVgFBQUwawmCIAKBoKmp6ebNmwcOHKitrW1ubk5ISBgZGWEwGGQyuaGhYTIfSIKmCYyLqdF0U1PT1atXvby86HS6m5vb9evXR0dHHzx4YG9vHx4ePjg4CACQSCQUCsXOzs7X1xemZNXX16+oqGCz2TCuZkdHh4+Pz9y5c0+dOuXr69vZ2QkAsLS0zM/Pj42NdXR0hOHwKRSKubm5tbV1U1PT0NDQtWvXPD09yWSysbFxQ0MDunTFLfAVgdsWm1gAnDzA8wyIFguJYGRk5Pbt2ykpKdgacdej53Fcidt5UxqVCdWHoooXVLGDrQ77IRnvKbA1AgC2b99OIpE+/PBDKyurx48fw1QAKC9j5VNkQjkdx++BgYHOzs6BgYHz589fu3Yt3Be9e/duWlqaubl5QkICGgPo0aNHFArF3t7+nXfeWbRoEQCAwWAEBwfv3r07KioqPDycRCLZ29s/ffo0KyvrwoULS5cujYmJQRCETqdHRkaeOnUqOTk5PT1dU1Pz5MmT69evj4+Pf/TokaGh4YIFC5KSkhAE0dbWPnny5Lx58yIjI+3t7T/55BMYahlibGzs/Pnzu3bt0tXVzcnJoVAoHh4eZDIZAFBQUHDhwoVffvmFTCaLxWI6nR4UFPTDDz+sW7eOx+MdPXr0gw8+oNPplZWVampqKSkpYBJsS9A0gXExZWm6rq7u/PnzSUlJPT09g4OD7u7uUVFRycnJPj4+58+fF4lE5ubmKSkpUKbIyMjo6+sLCQmJiopiMpk2Njb19fVSqbSqqsrZ2bm8vJzD4UDChbdDkbCjoyMyMjI/P39wcLCnp8fW1jYoKOjIkSO3bt1yd3f38PA4c+YMjMGI0tB4fIEobOUjCFJTU+Pj4xMQEHDnzp2AZ7jzgggICPD394d/AwMDsYX4+/t7eXk5ODhAE44ADNB74TEsAd4Oz8O/QUFBsFi0Ongleg1aKfprYGCgv78/7ongSdyTYoGWAw9iY2PfeeedadOmqaiowLQJ06ZN++STT1avXn3kyJEHDx4ABcYfb6hgOxwAcPPmzR07dlRVVXV3d3/00UdJSUnW1tZmZmYsFksgEBw9ehSqI7y8vBYuXMjlcjkczr59+7755hsAAJPJpNFokZGRe/fupdPp3377bXFxsVAoLCwsLCoqOnfu3Pnz53t7e/fv329paenr6xsfH//kyZPp06dfunSpt7e3r6+vuLi4rq5OS0vrwoULCIKsWLGir6/P3d1927ZtIyMjISEhJBKptrYWPFM3a2pq2tvbHz9+/N///ndaWpqXl9fly5fb29s7Ojry8/PXrVu3fPnyoqIiDw8PBEGCgoL27dvX2tpKp9PnzZvn4OCQlpZGo9FgmkGCpifGi9G0op3WePEkwfNDECc14LoYK6eMd41imUDZTgtQpmccr1VKHwF7I5VK3bRpk5KOmBByuRxyKPSsAwA4OztnZ2fX1NTU1NSUlZXJ5XIjI6PIyEgAAI/Ha2xsZLFYIyMjJiYmBw8eDA8Ph4U0NTW5uLg0NjaibYuIiIiOjobH/f39NjY2Dx8+BAAIBIJTp04FBgYeOXLEz8/P29s7IiLi4MGDMCnyJNuMPZDJZAwGo6ysrKKigv4iqKyspNPp8C70uLKysrKyEnsSez0EnU4vLy9Hq4MHFRigpWGvKS8vxxZVVVUFf4V5RdFK0RvRuhSbgV4Gy4H3VlZWlpeXw1+rqqrodHppaWlfXx/MjQCjb5NIpHfeeWfDhg1WVlaQ+5SG1pyg29HR6Obmpq6uDtUI//rXv6Kjo52dnZcuXdrW1gYAgFn1oNCtoqJSVFTE4/F++umnr776is/n//bbby4uLu3t7evXr6+vr//666+rq6sdHR1/+eWX0dHRK1eubNy4EQCQmpq6a9eux48fAwCqq6vfffddCwsLAIC+vv62bduEQiHMSoMgyLJly0Qi0Z07dzZv3gwAyMrKmjZt2uPHj2FrhULhgQMHXFxcrl69CqmTz+dzudzAwEB9ff2RkZGNGzd++umnJSUl+vr6AAATE5PFixdDFUp8fPycOXMuXbo0MjIyGY4GBE1P8BtuSwTtUMUFKfK8zhSn8kOvVHwl6J4vzggJQnEli303uL0XbC3YW7Bb80o39CBwC1X4U35+PhyjL4TR0dGgoKDLly/7+PjQ6XSpVEqn0z09PRMTE318fGCY8K6uLgsLi8jISG9vb2dnZxaLJZFIPD091dXVYX5MHo9HoVBOnjzp4eGRlZUFGd/e3v7cuXMZGRlQc5KQkHDp0qXw8HB3d3dPT08Gg2FkZBQcHOzn55eVlXXmzBm4GIci2MSqUrQr0H7ABT+aDLAdq/hpRIH9Bit+j5VWOrFYqvRbPsGXXnE0Kuricf+iKhcAgFgs/vrrr9G0kL6+vpWVlTweD/Yzuv82ee9zOCxFItHNmzdVVVWhunblypVubm7t7e0aGhre3t4VFRVUKhVeyWKx1qxZo6amFh8fr6GhsXLlyuHh4cuXLx8+fDguLm7Pnj1dXV0aGhr+/v5RUVE//fSTj4+PoaGhlpYWpN3vv//ewMAgKSmppKTkm2++gTTt5+f3888/h4eHw+Q1QqFw8+bNMpnM3d1948aNHA6nsrJyxowZqAKaz+fv27fP29u7ubl59erV2trajx8/7urqSkxM1NTUDA4O1tTUXLZsWV9fn4GBgbe3t5mZ2Y4dOwoKCuRyeWdn59atW2NiYmBRkzHSJ2h6XGDnBvK8qRCWW7GCGDpDUM8LOGpx8i+CUZhC4Ox7xhOHcWyC+2wAhRiVuF1sBEFGR0dpNBqHwyksLOzo6EAQBMaUUHx2MFWaFolE/f39fX197e3t0GhBLpfDwGzd3d1wq10qlXK53M7OzoGBATRLN4fDGRsbQ62dhoaGOjo6YPpXSBMwG2xPTw/sRqFQyOFwYApXVNs7NjY2Ojo6NjYGi4Xnf3cmYHsY7Q0c7U4A3PUTFP67DfhdjDc/X2jGjvcxmLgotGcoFEpKSsrw8DD8pgJlu7vo+QkahnONGR4eHhwchGVyOBy4+cnhcIaHh9lsNna+jI6OwiS58FeJRMLlcru7u0dHR2FeEjabPTg4KBKJGAzG0NAQn88XiUQNDQ23b9/OycnJy8ubNWvWgwcPxGIxh8MRiURSqbSvr29kZITD4XC5XIFAwGQyZTLZ0NDQ4OAgOiDR9ZlEImEymWw2GwDA4/Hg9iwcukwms6urSyAQwNHI4XBgJl8WiwXlhsHBwaKiIhaLpbjvPR4Imv4dYLtDUTuBswxFlG2YoGIsdp8K+yu2Ity/0DAePG8jjFOP4O7l8Xg4q0+sEQWCIKtWraJQKIaGhkuXLlVaDtqAvLy8KdC0InDbXIoftgkms+KaBluC0ohx0KQERzrI8yFDccCJlpM3+MXejus9XAlYARNH7lhpQPFipQWOJ//iTBFw3YstX7EcxdcBD+QKhvAwyRPsJVwJuP3JiWlasfHYk6gNOywTbQz8FbWmV/R7xG1mom2gUqmGhoZ5eXmVlZUXL15sb2/HWo8ozlP4E24dptjt440WtA+xxTY1NQUFBZWWliq+lN/tH4KmJwKiYACAfXNyuVwsFsPdKnRYYPflBQIBOuVQyVEikYyNjaFDDRaOUxNzuVzFlqATBjtVoEQMfzI2Nm5paYFXoh9/BEHQutauXevr6+vp6Tljxgw+nw/bjK5V4Z4GvIVKpaqqqk6yK7HAeR5iJwAEdnhhFxw48Qo8v4THlonrFqDgEoabdb+7BkcmlKNfvA/wzQPjTKrxCp/kPFRs3niOJxPfOEF1uMuUfj8UuxdHT0qBFT5wpIatV6kMgT2DyzkJoRgtVigUhoWFXbt2LTIysre3d7zmIZgsOWg7FRsAm4qqHFHD0PEaDHHmzJmjR4/CGQqUSX5KQdD0uIDdOjIyEhgYmJ2dHRcXt2nTJriPkZaWdvXqVVdX1ytXrnR0dMTHx0dFReXm5gIABgcHk5OTL1++7O3tPTY21trampOT8/Dhw76+voKCgvT09LCwsI6OjsbGxvLy8oCAAKhxk0gkaWlp0dHR58+fv3//Pp/PLygoSEhISE9PZ7PZrq6uAQEBPj4+Z8+eBQCMjIyUl5fHx8cnJyePjY0NDAxERUVpa2vfunULALBx40ZnZ2eJRNLS0lJQUODu7g5d1JhMZk5OTnx8vIqKSlBQUEBAwKxZs6RS6enTp69cuSKXy2k02smTJ7FOAVQqdevWrS/ap7jZheVN9BqJRIIzxVWUtcE4UwgoGKJh1wpY4OqdmBAnuOB3gdaIk/3RXxXFf9y3CnuM46nxvhOKdSldZuEIFCenYwvH1YITLRFl2XiVaudwBf5ur+JWS1j+UlwtKcq2uPcLS8Bt2ADMyGGz2VCdAp59y+H1qOSOvR419sfK9bjWjveC0Bqxv46NjeEKmQwImv4ddHV1rV69euPGjWVlZRYWFnPnzo2IiLhx4waJRLK0tDQ3Nzc0NGSz2QEBAUuWLMnKyvLx8XFycoqPj4+NjYUWvq2trUeOHFFTU7OxseFyuQ0NDbGxsTt27GAwGI8ePQoLC4PjzMrK6qeffvL09IyLi9PX14+JiWlubp47d254ePj8+fM/+eST0tLSZcuW+fj4hIaGWlpaPn36VEND49KlS1VVVUVFRUZGRgsXLqyqqvr1119dXFyysrJsbW0ZDIaBgcGWLVvy8/PPnDlTVFQ0MDBAIpGgLdeXX34pk8lOnTo1d+5cAEBUVJSBgQF264xKpSoGJp4M0MmDTnVUm68oK6FABW1FngLPhvt4QxxH3OhJeDCxEkORa8abeC8EWKlSvlDK0Vi5En1k7L+487i60GdRpGaAeQVAGe9j/0U9ZbD3Kn1ApZoTZEJDIxywm+3Y7Ralj690VKBQqlBC70LfguL3EgfULQjXDByw8gHusgm+i7jl3SRFaUDQ9GQu8vPz09XVhQoQ1jH2AAAgAElEQVQBc3NzLS2tvLy8d999t7i4uKenBxr6PHr0aObMmSQSSV9fv6amBgAgl8sPHz78wQcf2Nra7t69+8qVK0uWLPn444+NjY3b29t37949Y8aMNWvW1NXVwfeUnJwMLYGSk5NVVFQOHz5sa2v71VdfpaWlHTt2DNrwR0dHf/jhhx9//PFXX31169atpUuXGhsbDw0N0en0hISEffv2UalUGCxCR0fnn//8540bN/bu3btjx47169evX7+ewWDIZDJ1dXVoDztnzhyxWNzd3b1u3brGxsaUlJSenh74yPD1T20LEVsCUCbM4vSn6FhXnF1YhsIWrnR6oNej905mAmBvfOGHHAcymWxsbGx4eLivr6+zs1MgEPB4vOHhYT6fL5fL+/v7uVwurE4oFI6OjgqFQplMNjAwMDQ0JBAIOBwOk8lksVgsFovBYDCZTKhSE4vFcBsWRvoHAIhEIg6HA81+oRKMy+WyWCx4AZYdOBzOyMgIliA4HA7c0UIQZGRkBLrhjY2NMZlMqG3D9TyOi9GT2D7EdYLi2n+87lK8ZjKGIkq/duiowC3msI3Bybk4ulR8TNxnUulDKbYE9yuuJS80SgmaHheoVBUaGmpsbIwgyOjoqLOzs5eXF5VK/ec//1lSUsJgMJYtWwYAKC4u/u67795///0VK1akpaXBEtTU1ObMmQON2CUSSWtrq5GREYlEIpPJXC43KCjo3XffXbFiBZwVaWlpenp6AIDo6GgSiRQREdHV1QWnkJqa2pYtW+RyeWxs7IoVK955553t27fDxB+tra1aWlpubm6NjY179+6l0WgGBgYikWjr1q3z5s0rLCyEG9+7du2aPXt2R0cHAGDRokXBwcFBQUFffPEFnEuampqampplZWW4t059s+NNj7eix85VxWM45x0dHefOnQs71tzc/Ny5c8uWLevs7IRulsuXL29tbWUwGIaGhnv37r1+/XpnZ+eyZcu2bdtWXV1tb2+/YMGCW7duOTo6LlmyZN26dQUFBQCA2tra1atXq6ur792718nJiclktrW1/frrrxs3bty5c+eZM2c4HM7du3fnzJlz8OBB6Fwul8vFYvG9e/e0tLSg7wls3v379/fv329gYGBvbw9zbqmpqT158sTMzOy7777LyckBGKHvT+twAuOBoOlxgX6Qvby8SCSSr6/vgwcPyGSyUCgMDQ1F43Orq6vHxMTk5+ffuHGjtrZ2+/btc+bMCQ8Pb2trS05OXrFihY6ODvRYDQ4O7unpcXd3t7e3P3/+/NOnTwMCApycnKD+KyIiAu7XDQ4O/vrrrytXrkxISMjMzBwbG1NVVSWRSBQK5e7du319fRcvXpw1axa0V83Ozv7mm2+WLVvm6em5ePHi9PT0ffv2+fv75+Tk/Pzzz7q6utHR0Q0NDXQ6/aOPPtqyZUtMTMwnn3zi4eFx/fr1t956C9oje3p6kkgkODmxeMNpWlEXgfsVK/Ljfo2Li/v5559ramrq6+svX75sZmamra1No9GcnJyCgoLWrl2bnZ1tY2Pj6+tLpVK9vb1TU1PPnTvn4OAgl8szMjL27NmTmpra2tp67ty5gIAAGOiDyWRaWFhkZ2cXFhY6OjrGxcUNDw+vXLkyNDS0qqrKycnJy8uLwWDMnz//wYMHqLh9586d06dP02i0hw8fXrp0KSoqisViwR0LBweHTZs2lZeXe3l5aWtrQ61XWFgYNKMEkzPpJfAngKDp3wGCIP7+/rNnz7527VpsbCxczwYEBGzcuDEiIgIA0NjYCGNNiEQiaNtraWl5+vRpaAlfVFSkpaWVnJycmpp67do1Dw+Pp0+fslgsKysrGxubwsJCVEUVGhqqra1dVlYGABAIBNeuXTt27FhpaSl0S502bZqdnV1LSwsAgMfjBQQEaGpqJiYmSiSSBw8eHDt2LDk5+datW/7+/mQy2dPTUyaTFRYWHjhwwM7O7unTpzKZrL6+fsOGDc7Ozj4+PmFhYdDjKysrSyqVtra2Hjp0CIY3woKgaey/qE36BItflNkbGhp27NjBZDKDg4NLS0uTk5OvX78O11JpaWk2NjaBgYFGRkbwruHh4cTExJiYmMTERARBWlpa3NzciouLAQBkMrm+vh4lzdTUVBhOmsPh+Pj4AAD27duXkpLC4XCCg4PDwsIAAEePHmUymbAZPT09O3fufPToEayIwWCEhobm5uZCp2c2m11eXs7lcrOysnbu3Llr1668vDxkEhYaBP5kEDQ9LuBslEqloaGh0FVpvGvgBEYNgADGsQrtTdzONXi2azyBRgyWMzAwoKqqunHjRqw9A/wVtyBFA85hf1Wq3sVexufzs7OzoTUIofTAYoI5gFW4Y7XA6EFVVdWiRYs8PDwWLlxYX1+fkZGhrq7u4+Nz8+ZNExMTGxubkJAQa2trAAB0rEhNTQ0KCqJQKAiCVFZWWlpaQh3UnTt34KthMBhw8xkugIaGhnx8fORy+ZYtW86dO3f79u0NGzbcvXtXIpHs2LEDelcPDAy4u7vr6Oi0t7fDtg0PD1MolJycnJqaGuwqISIi4rvvvtPS0kpMTMQ9PqH0eBVA0PS4gAQnEonCwsI8PDyEQqFS7SR25YvduMBaRCnKX9hJgj3GWTtAhbiFhYW5uTluTwa7I4Hbc0erwxWluFUikUju3r2bnp6Oi8ML8YbTNHj+24l9xfC8otsF+m9cXNzy5csLCwsTEhJsbW2HhoZmz5599+5dJpP5888/Ozs7M5lMBweH0NDQzMxMX1/f/Pz86OjoixcvpqWlBQQEBAcHDw4OVldXnzt3zsvLq7i42MXFJTg42NbWNikpKTU11cHBITExkc1mr1692s/Pr6ioyMfHR1dXt6WlZdGiRVFRUXl5eQ4ODvv378/MzHRwcEhPT6dQKDdu3EhPT2exWJ6enhkZGTA3rlgstrGxOXLkSHNzc0hIyK1bt2BUDfnztuoE/kIQND0usGMUFylcjnFUw23gYg/4fD7WcAc8M/RBbU5x60qscwdulxxXAk40VtzFBgpGTtjqUH7BVYdrzxtO09j+gcfQqwh1LALKeBz+m5ycfOXKFVNTUwsLi7t378rl8gcPHnR3dwsEgpycHKi84vP5CQkJjo6OcFdAJBLR6XR7e3symSyTySQSSUREBNRrm5iYmJmZ0Wg0KysrIyMjGDgQANDV1eXm5mZqanr16lUPDw8AQHZ29tWrV21sbMzNzY2NjaEk3t3dffPmzdu3b7NYLPiKW1tbzczMyGQyj8cbHByE8WZhTGobG5u4uDilIQQI/FUgaHpSUBSfwfM9hV0hIs9srSgUCtwDTExMRC3qx7MqVarKwInhuIsVhR0YAQfnQwWef52KwZjGA0HT8ACGjHj69GlWVpampmZQUBBkauw1uI801iIYfU2Kkwq76FFaNbZM7NhT6g2ErQj73cVZgCnWorjUw7ZtEl1F4P8vCJqeChTHPXZ8owfXr18/fPgwi8X69ddfYTYHoGxio+cn8IHGycVKabe9vT0mJqagoECR8bGVKtI9UDaHwVQDmf59gfsAs9ns0tLSsLAwa2vrzZs3w9Cd06ZN+/nnn4eGhtC73pCpogilDz7ep4jAHwFB01MElulYLBabzYZhksbGxgYHB6HCIS8vDyadU1VVra6uhkasqFsBeEajbDabz+eLxWIYggNBEIFAMDg4CL0ewDOVC5PJhBpk6AGBIIhEIhEIBHw+H0EQJpNpb29vbW2dmZkJAODxeNDOTygUoktdqVTKZrO5XC5MeTU6OgqX89B7AmDC1sB68/LypuAs/rcDblEC/TDpdLq6ujqJRHr33XdJz+OLL76IjY3Nz8/PyMjIysrKzc3NfiORlZWF/oUHmZmZFRUVqLYNp1sjMGUQND0VoBtuEomkpqYmPj7+3r17HR0dQ0NDmZmZN27cCAsLE4vFNBrtypUrTCZTU1OzoqICBlanUqmpqakCgQBSp1gsjo+PDwkJyczMhKlLh4eHY2Nj7969SyaTYRBFkUiUnJwcHBwcEhLS0tKSmprq4eHR2dnJ5XL9/f39/f25XO69e/dWr15tY2PT09ODIAg08GppacnJyfH09ITBwO7fvx8YGHjz5s2Ojg4ymRwSEgL3o/z9/dva2nBu1giC5OXlqaurvwl7/ehnDDXIuXXrFsrLKioqMP49eqytrX3+/Pnjx4/r6OgcO3ZMl4Curo6OztGjR21tbWGXKlXLEJgaCJp+YWA1G1wu19LSsrm5OScnp6Sk5OnTpy0tLXp6el988UVtbW1paamxsTGLxdLS0urs7NyzZ4+VlVVycnJ8fDxWoKZSqTDvTmBg4ODgoIODw+nTpxMSEoyNjZ2cnGQyGZlM3rdvX1ZW1vHjx6lUam5u7qlTp+rr6/v6+nR0dExMTAAAaWlpe/fu9fHx6e3tBQBUVFScPHny2LFjd+7cCQ4O7uzsjImJuXTpUkpKire3d1hY2JUrV9zc3E6ePKmrq2tgYGBnZweej2aHvLxApn9HjI6OVlRUnDt3bv78+ShBo7Hw6+vr2Wx2d3c3jKM98CLofxG8aMm/e+aFGvlCV/b19TEYDJixQelGC4Epg6DpF4b8GQAAzc3NR44cgcd8Pr+kpARG1PvPf/6TkJBAp9NNTExYLNbu3bu7u7v9/Px27969bds2d3d3qOVAy1y4cGF1dbVMJmtvbz969Kirq2tmZqarq+uJEyeam5u1tbVhrofW1tbOzk4+n3/37t3Y2FgqlXr58mWYm7Wzs9Pf37+urg61/7Ozs3N0dISRy4eHh2FiY1hdbGwsTE/l7OycmpqakpJy/PhxRamHSqVu2LBhKv36d4OilQ7A7AR0d3ffvXv3xIkTmzdvfuedd4yNjVHrTPDGTJUXhdIQegSmBoKm/xCam5vXrFnDZrPlcnlpaemOHTtiYmJ8fX3/9a9/JSQkVFRUnD9/nsPhqKmplZeX9/T0FBQU7N+/f/r06dA0FTxjATU1NSiGdHd3m5iY3Lp1Kzw8HAZQ7e3t1dPTCw0NZbFY/f398K7s7GwNDQ0dHZ2AgAB4pqSkxMjIKDMzE765/v7+W7dulZWVQZsEuVyup6eXk5PDYrH6+voePHgQHx/PYrHc3NzS0tJSU1P19fXlcnlnZyeLxQLPlB5UKnXr1q2v/VDAWUdAYzjsGSzgEmoC443JVKcUL+tBJj4z+aImeS+ul5SGZp5aGwigIGj6hYHqMeHB6dOn9fT08vLyHj169Ntvv8HMxDNmzAgLC4uIiFi/fn1xcfH69evT0tIuXrwYHR2dmZl5+/Zt1J0XAODm5jZjxowbN25wOBw+n5+YmOjo6Ojl5eXn55eZmQm1IhcuXDA3N3d3d4dJBoaHh48fP75lyxboOiyRSLy8vJYuXQpzssnl8rCwsHXr1h0+fNjX15fH40ml0pycHBMTE2tr68uXL6empvr4+OTk5Ny6dcvMzCwhIUFVVbW2tnbdunUVFRXoQhVGyHtDhgLOzAM1p0Ft5JHn3ZfAM4Z6Q/pnCiA0Hi8LBE1PBdgFb1dXl4ODQ1ZWlkQiKSwsDAwMLC4uDg4OTkpKolAorq6u2dnZ3t7eTU1N2dnZMA8A1mVcIBD4+fnZ2dmhMZh4PB6ZTLa3tw8KCoJev1BUt7OzQ6MjIQjS1taWl5cH+WJsbCwqKsrMzMzU1BQa5N29e9fa2vratWve3t5QTgcAFBUVubm5eXt7s1iskpISGo3W0tISHR3d2dkZHBxsZma2YMEC+P2AxT5+/HjNmjVT66K/ERTVFzgJV6kXkqLY+AYCJ3RjjUcVTbwJTBkETf8OcKbHOPtixcUv1pkYG0hX0c0Pt9ZW2u9YF2TFX4HCPMFeg3OTmeDR5HK5VCpNTEysrKxEr5fL5YGBgW+ye8tLAdZrVJHRgMKrweVvw96LE/Oxf8dzXcFe3N/fX1ZWxuFwOBwO/PxPnOXvVQOuD1+p1mJn6P8PAiVoelxgRSqcV4j8+fSjqHSM7goqlb9w8oUiveJSCOJGJLYByPjRxBFMsnDFEtDmKV3jY9vJ4/GWLl2alJQ0QRcRmBhYDoXAypvg+TeCvUYul4+MjGBTWQJlGSAVRX6l8iw8zs/Pnz9//p07d2pqamBkc9yNr/icx4osr6aEjp1TBE2/RPx+vGlEIaoOLlIddrYgmGSXWOUmLBBehpaJAicc4W5Ea0QwQK9Evx+yZ2mecXdhq8M2QGl70PKrq6uXLVtmb28PFD45BF4I2C+9XC4XCAQsFquzs7Onp2dwcPDRo0e9vb0Igjx9+lQkErHZ7K6uLiaT2dTUdPDgQVdXV4FAIBKJBgYGurq6RkdHW1tbu7q6njx5UlFR0d/f39nZWVZWhu76AgAkEklvb29jY2Nzc7NcLh8cHGxpaamtrZVIJA0NDTNnztTX12ez2WpqatiRgzb1L+yo34VcWVixv7pRADyfBQZBxk00/kdA0PS4QFkMPYOLdYCTQNEuk0gkqDgDT2IziKN7j1hAfxl0ESqTyVJSUnJzc1HhCCc0KX09ivMNG1kCAFBXV5ednR0TE9PR0QEAoNPpERERFAqFwWBA9XdQUNDw8DCCIG1tbTt27Dh16pQck0OPwBSA/WZDs8j09HQmk5mbm5ucnPzOO+8YGhpKpdKIiAgfH5+ampqWlhYajUYmk99///3t27fTaLTz58/Hx8eXlZUFBwf/+OOPMKXAunXrNm7cWFBQsHz58lWrVkE/UgRBkpOTyWRydnb25cuX6+vrCwsLi4uLd+7c6enp2d/fP3fu3LNnz46MjGhoaCht56sM3NLhlRKoFb8ZL7c/CZoeF+iwUFTyKmUuSNlcLjc9Pb25uVkikdDpdBj8ITo6WiqVYu/CMjK2EEiLBQUFp06dgpnCsfXi2qMYpU+xQAiRSBQbGwuDYd65c+f8+fN9fX2FhYWffPLJ5s2bmUxmaWnpoUOHrKysoHeMTCbr7e2dM2dOa2vrBF1E4HeBfTUsFmv//v0bNmywtrZOT08fGhravn370qVL+/v7KysrjY2Nd+7caWFhQaPRysrK1q1bFxYWFhUV9dFHH3l7ezc2NoaGhq5bt27t2rUcDsfFxUVVVVUgENjb27/11lvd3d1wJFy4cAEG+SopKRkaGqqurm5vbz9//vzevXtHRka++eab06dPczicffv2QVemv9Fsh1MDeT7A9ysCrIz//0OsIWh6XGAVuDB6Bnh+10UkEsFQpQKBAJtS/smTJzweLzs7e+3atampqXK5vKysDE2tPTw8jC1EKpXCe9E0LkNDQ3PnzqVQKJDihUIhTHWKcjQqXMPmCYVCGFEEPNOEsFgsaDQCw1PI5XJfX9+vv/46JSWFy+VyOJyzZ8+qq6vL5fIFCxa4uLh0dnZqaGiEh4fDxIlotFV3d3ctLa1XX856ZYH9rMpkMrFYXFdXFxUVtWPHjiVLlojF4qKiouXLl5uamra2tra1tcXGxi5evPinn36iUCi6uro5OTnBwcEkEglaxw8ODurr6x84cEAsFsfFxVlbW8tksri4OBKJBI15ZDKZmpqaQCCAURLj4+O1tLQAABcvXtTU1BQIBN9++62RkdHY2NiBAwcAZpIriiOvIBTF1Vd2nYcGUHxZIGh6XGAVYeBZuqyamhqxWFxcXMzn8zs7O+3t7evq6h4/fnz79m0vLy+hUFhcXOzl5SUWiwMCAkgk0qlTp2pra2NiYtra2ry9vR8+fJibm6unp3f37l2ZTNbd3d3U1JSQkGBnZwczIUml0qioKBUVlatXr4rF4oqKivz8/IKCgpCQEC6XS6FQnJ2dTUxMYmNjIXt2d3cXFRXdunUrKCgIfhsoFIq3t7eBgQHM1wXx5ZdfqqmpQY9EBEFiY2NJJBIAYP369VpaWoGBgRQKBX1q9K5Hjx6tWrXqJXf5mwd0FPX09BgZGRUUFAQHBx84cADmDj906NCGDRvYbDaZTKbRaJaWlocPH87Ozl6/fr2enh6VSl20aNG6detiY2NHRkb+97//ff31121tbaampsuWLevv7w8PDyeRSKWlpbAuIyMjDQ2N+Pj4yspKU1NTEomUmpq6Z8+ehQsX5uTkkEgkDQ2Nrq6ub7/9FihYGb3iKCwszM3NBa9ea3HdyOfzc3Nzs7KyXm4VgKBppUBnF/xbUlKioqISHh7+9OnTBQsWxMXF9fT06Orqtre3d3d3h4SEfPPNN7GxsYWFhevXr6+oqAgJCZk2bdqVK1eqqqq2b9/e1dW1cuXKEydOMBiM3bt3z549u6enx87OrqOjo62tjUQi3blzB4qxERER06ZNs7S0rKio2Lt3b3Fx8dOnT48cOWJjY2NsbLxkyZLg4OCMjAyoY+nt7e3p6QkKCvrxxx8TExPj4+MNDAwqKyunT59+8uRJgUCAIAiXyyWRSGZmZlDElslkJSUlkKZhMtyFCxeij4x99vz8fFVV1akNBWzX4XpScQ8WKAw4eMuTJ08cHBxgFHzsJxM8L/phDSeQ580AJrM/pqh3eokLCKzEx2aznZycXF1dc3JyoEMpVEZ5enqKRKKQkBA7O7ukpCQGg4EgSFBQ0NWrV3t6euh0uqGhoZWVVVtb2/nz57W1tcvLy2/cuHHkyJEnT57ALMk0Gg39bBsYGFy/fr28vLyxsVFbWzswMDAyMvLkyZPBwcEaGhrOzs7Nzc3Hjh1D13+TAXZRD5QZPoFxTOWm3JnoXWgH+vj4HDx4UPEaNpvd0dGhGOkJqy9WOhpxD4g9wG4D4oYQ9l6cJIf+SqFQzp8/PzQ0pDiqX6gTAGb5LpfLOzo6pk2bRqVSwfNz6rUn6xegaTabvWbNGlVV1cLCwkWLFq1du7a0tJRMJnM4nNra2oyMjC+++MLKyorFYp09e5ZGoyUlJc2YMSM6OhoAsGPHDrlcfuDAAWNjYwBAZGTkJ5988uTJk7179yYkJDQ3N7///vs1NTWw3oKCgrfeeotOp5PJ5O+//x5uP5qZmX366adeXl5r164FAEANDCSy+vr69PT0mTNn3rp1q7W11cbGBgDwyy+/7Nmzh8lkwkGmoqKycOHC/v5++CxpaWnvvPMOAGDTpk0bN25cuXLl4sWLe3p6YAPQcZmXlzcFu2mpVDoyMiLD5IeEPQm3udAQlwAAmOQXHkilUqFQKJfLYQx+BEG6urpgspLw8PDi4mK0NOyERBAEBrFCXxb8VSKR4PT1E5OF/JmbOJZV//g0wFEbAIDD4XR2dnI4HHiGx+MVFhZ2dnYiCAINOeDjSKVSsVg8ODgokUhkMhmbze7r6xOLxb29vUNDQ2NjY0wms7u7G17MYrG4XC7A0BaDwUD1VywWSyaT9ff39/X1MZlMDoczNjbW19eH+sRje2CCzoGA/TMwMIBNYYMlRFy6IjAlbsIWAmvv7Oy0trbetWsX/PfJkyd1dXXw18zMTBh9TC6XczicxsZGbFdUV1fDyQJLY7FYra2tUqm0oqKitbUVrUgmk5WWlkKbmdraWhhmEvsgMpmMwWDAp+7p6YEReIRCIQzChZoMiMXihoYGT09PAwODvr6+jo6O9vZ2NptdWVk5tW0eLAVBaRouKd4oTIqm0VEYFBSkoqLi6+ubkpJCIpFOnDgBAIiLiwsKCmpqapo1axZkYRcXl/Ly8vv373/00UdkMhkAcPToUQDAxYsXPT09pVJpTEzM7Nmz+/r6goKCdu/eHRERAZOKQkmwsbFRRUWlp6cH1sJgMCQSiYeHxy+//HL37l2ssrizs/PChQvR0dH19fVffvmlh4cHh8O5ffs2AEBVVRUuq2GxZ8+eVVFRgYpyuVzu4+Nz+fJloVC4bt26O3fuNDc3q6io/O9//wPPmw/m5+dv2bLlRadZY2Ojrq5uREREd3e3jY2NiYmJUCi8c+fO6dOnAwICUKOXqKgoAwMDBweH6OjooaEhXV1dmOX68OHD2trazc3N169f//zzz3fs2GFvbw9NU8zMzKqrqyMiIiwtLbu6uvh8PoVCOX78+NmzZ9vb21ks1o0bNzw9PePj442NjWGXguez1Yz3orFMJH8WdBv9VenxJIEtHFdLQ0ODoaEhGpUFy+mKFeE2JHCA6yTwvOiHxmWFvyqKh+B5w81JPoVIJNqyZct777135coVNOu5ooyJNnuCYpUC3cVBj2tqashk8q+//qqrqysWi2tra+/cubNq1SpTU1MAgL29/YwZM27dutXS0nLv3r3t27dDgaO+vt7Pz+/SpUsGBgYPHz709fU9cODA3r17165dS6PRTp06tWHDhsePHz99+lRTU/P48eOrV6/evn17Xl7eoUOHPv/8866uLvhoJSUl2traFApl5cqVVCq1q6srPDzcwcEhNjb20aNHOjo6K1euhEHNYAOsra3nz5+vq6uLIMjVq1dPnTpFp9NXrVrl6ur6ouMHJyhAmkZXTuDvYJ/zUjApgzxUGmpqavrxxx/v3bs3NjamqqoKHakjIiIWLFhgY2Pz3nvv7d69Ozs7e+HChW5ublVVVe++++7x48d7enrmzZtXV1e3cOHCtWvX8ni85ORkqE/MyMggkUjff//9tm3bGhsb4cvw8fEhkUhhYWHDw8Nr1qzZsWNHamqql5cXjUY7e/bsf//7X7Q9w8PDampqixYtsrW1JZFIurq69+7d27NnDwBgxYoV3377LZxFCIJwudwzZ85s27bNysqKTCb7+vqyWCw6nf7WW28tW7ZseHiYRqN99tln//73v1FHRAAAlUqdQiDToaGhoKAgDQ0NmHo1NDQ0OTk5PDz84cOHbm5u9vb2fD4/NjbW3Nw8PDzcy8vrzJkzTU1NOjo6+fn5bDZbV1fX2dmZzWYnJCTs27fP19e3qKiIw+HIZLKrV69qaWmRyeTQ0NC2tjao04+IiPD29ra0tKRSqdu2bdPV1TU3N9+7d6+lpSWa7kCpXgX3roECjWIXworL20kCm9gBeT47JYPBCAwMRI000HAh4tcAACAASURBVPGGFQ4UpXtssQCzPEe3oHGNRBcKcmUZ0CcIMoUDlo5nzpwJY7r+4x//+OGHH3bu3GlkZJSfnw+FTexutmJ7JgPsLQEBAQcOHGhubr527Rrc+ezt7WUymTY2NiQSqbGx0dHR8csvv6RQKH19fU1NTQ4ODiEhIXV1dStWrAgPD3/06NGKFSuuXbtmbGxMIpF27dpFoVDa29vb2to0NTXPnTtXU1Pz7rvvrlixoqqq6rvvvtPU1CwtLd28eTMMIQkAqK2t/e9//+vp6RkSEuLv779kyZLHjx8nJSWRSKSGhoacnJyZM2eePHmSx+M5Ozs/evSop6fHxMTk0KFDEokkLS3NyMiopKTE1NS0qanpRfsB1xvt7e0qKioFBQVAwWPu9cZkU9ai9stNTU18Pl8ikXR2dpaUlEil0v7+/rCwsIKCgujo6KioKBqN5uLikpaWxuVyYYzQtra2wMDAsrIy+KbZbPbw8DBkH29vbxMTE1dX17Vr1wYGBsJpmZmZaWFhAbcg2traIiMjc3Nzu7q6AADx8fHBwcHDw8No8yoqKkJDQ6lU6r179+Li4lJTU+/evQsAgEYCfX194JnEBKMvRUZGpqamdnd3y+Xyx48fOzo6ent7d3Z2AgCqqqquXr0KaRo++NRoGgDAYDCcnZ2rq6uhHGdgYHDq1KmTJ0/u3r1bTU1NKBTu2bOnsrISunsMDg6OjY2lpaW5u7sLhUJHR0c421tbW4ODg6FbM5z5oaGhjo6OsIr6+vrExESY+xUAYGtra25ufuzYsdDQUB8fn/v37+vp6cG8Ntg3OB6wAqZcLhcKhUlJSdeuXTMzMzM3NzczM4MHMMW7IizGgZmZmZWVFYy1YmlpaWFhYWNjc+3aNWtra3jSzMwMnjQ3N7eysjI1NYXXw3+trKwsLS2NjY1h1loLCwv4K7wSlm9tbW1paWllZWVhYWFtbQ1Pmpubm5qaKjYPPouFhYWlpSUs2dzcHDYMlqn06czNzdHaLSwsbt68iQvADXOPwTOnT5/GdvjUeAS72fDtt99u376dz+d7e3traWlJpdKampq4uDi4I5qamvrw4UNo4D86OhoXFxcTE+Pg4FBaWvrll1+6u7v39/dfv369oqIiNTX1888/d3R0RBCkpaWloqLi6tWre/bs4fP5y5cv37t3r1wu37p164EDB/h8vr+/f3JyMmpECxO0AwDOnj1LIpGcnZ3t7e01NDRgzpqjR4+qqqo2NDQYGRnB73FGRga0qBEIBHZ2duXl5ehAnQLQzzaUpiEzoJ/A3xVBXgP8Pk3jJjBQNvLEYjHyzJ5aJBIJhUI0Ezm8HbXbEwqFqPxCoVA2bNgAOTc0NDQ8PByWBhW1cPcPFgLJDi57xWIxthlQSkIt88RiMWoMBFW9ONFmbGwMTT0DE3Fhk6aPjY2h10Olx9SSbI2OjmZlZUENLADA0tISRt/Ozs5OT08Xi8UnTpxIT0+H9ba1tcH81hYWFkZGRnfu3IHN6+zsjIiIGBgYAM9oNDk5mUKhwA5kMBguLi5UKhW2/OzZszdv3jx9+nRYWFhYWNj9+/d1dHSgs/VkYiQpStMFBQUwYLeTk5PjMziNA9wF6L8ODg6urq7Xr193cnJycXFxcHC4fv26h4eHjY3NzZs33dzc3N3dnZ2dnZycHBwcHB0db968iR7cuHHj+vXrLi4uN27ccHFxwZZsb2/v5ubm7OwMr7l+/TosxPkZbty44ezsjJbm4OAAD2AL7e3tHRwcbty4cfPmzZs3b6K3Ozg4KH06WKajo+ONGzccHByCgoLQXDZvvfXWW2+9Bfn67bff3rt3r7e3N24F8KJMjRIQfHFr1659++23h4aG7O3tjx07JpfLNTQ0GhoaMjMzVVRUsrOzyWTyyZMnpVLpwYMHN23alJCQYGtrK5fLPTw89PX1u7q64Ix4+PDhnDlz4GdeT0+vtrb2ypUr27dvRxBk5cqVu3btAgBs3bp13759EonE19cXGyZBW1u7uLgYAABz+qSlpcG4KGZmZkwmc+3atdu2bWtra1uxYkVubq5MJrOxsTl48CBczGlpaVlaWqJaqSlDJpO1t7dPmzYNG38N/LHP4d8Fk5WmkWcugrhoSlgehz2FxtNAVWxKCUImkzGZTH19/YyMjObmZjs7O5jTFtaC7XR0uQ3pGF3hAswbwn5RsXvr8IzSSCNoCagqVnFvfWpbiENDQ15eXgYGBq6urtBQrKCgwNTUNC4u7sKFC3Ce0On0gwcPuru7m5mZXb58mc/ni0QiKyurxYsXQ2txiUQSERGhoaHh6uqakZExMjICNX06OjpUKhXuhUZERGhqanp6ehobGxsbG0N7GFdXVycnp+joaG1tbfQ7IZ/QsRinAYQQi8VsNnt0dHR0dJTD4cC/bDab8yIYGRmBhupDQ0NsNpvH47HZbJg5E4bsGB4e5nK5bDYb1oX+Ci9Gb4S/wn9HR0e5XC484PP5XC6Xx+MNDw/DRo6MjMC/6C1cLnd0dHR4eBj+5fF48AyLxYK3oCWPjY1N8BQsFmtsbGxsbEwmk/3jH/9A5ehffvnFxsamvLz86dOnXC4XHWzQZh9MiUGwt9Dp9OnTp6uqqqqrq+/cuRMAsHjxYh0dHWdnZxKJFBcXV1paumjRonv37h0+fJhEIpmYmJw9e1YqldrZ2b377ruHDx++dOlSTU3NgwcP3nvvPWtrawDArl27Ll++fOTIkU2bNtHp9Hnz5u3bt08kEq1Zs2bbtm0CgSA4ODgyMhIdz7/99ltAQIBIJBoaGtq0adPmzZtjYmIePXqkrq7u4eGxatWqLVu2wDXi9OnTb9y4cezYse3bt3d2dsrlckNDw0OHDmEdiV8IWArq6OiYN28ebiuSkKbx6siJ969xmk3sGShWK65T+vv76+rqmpub4e4zthZs+dhXpbQ6pRdjN2EmuH68QuRyOXVKaQE4HA6VSk1OTk5JSWlsbIQWBXl5eVQqNSsrq6GhARb4+PHjtLS0tLS0pqYm+LVob2+HejcAAJ/Ph0kmU1JSiouLeTwegiC5ubkpKSmFhYWjo6NwoVBSUpKenv7w4UM0tVhra2tNTc3AwEBFRQVubkzmQXAqP9wAmMJkwH4hcK8AXQ8prQsXngmr6sW9YtzwwH2zFZuE/oR7nPGeTrH9ZDLZ1NQ0KCiooKCAzWajC0TcAnQy65gJmoeW0NjYGBUVVVZWlpeXBwCorKy8f/9+S0tLdnY2TK/x8OHDx48f9/X1xcfH19fXV1RUUKnUkydP+vn5USgUdXX1uXPn5uTk5OTkVFdXS6XS1tbW/Pz82traoqKiurq6tLS08vJyoVBYUFCQlZUlEAgGBgZQVfLAwEBSUlJlZSW0q+nt7Y2Pjy8sLOzp6SkrKyspKYGlAQC6urqio6PT09Pb29uLiorgrsPDhw9R+XcKXyzs6+7o6Ni+fTt4leKZ/Dn4o9lbUGAFW+w4QzCbkOi/qHQMnmktsGcUS4BDf3R0FCtZowVi50Z9fX17e3t9fT2VSkW5DC0fvVKxHCjP4hoJafpFuwJ55s6LW3lgVwO42icuB7urhv0XWzKWqt6oEfznA30vf2aNsucDRk78lmUyGZVK1dfXz87Obmho8Pf3v337Npp9dPKVKq0OUcB4JUgkkoSEhKioKNQ8dGo0DZ71uaurKzaAxJuDl0bTitGRIOBoHhkZGRgYwL1UlFtxGgz0V/BMpBIKhXQ6vb6+Hmf/iwpcUJyRSCTZ2dnu7u5+fn5vv/12cnIyAMDGxoZOp6MrULSFuNb29vbSaDRc+ZCmX2W1F8HIryv+4JuVy+U8Hq+qqqqiogI3+P80yOXypqYmmGcDF9p7CkhNTf3yyy9fRrv+fnhpNA0wAwtuJAIABgYGoHo0KSnJ29sb6+sBFLyb0BfZ09ODZUaJRPL48WNDQ0Po6g0AGB4ehgbREEKhkMFgwNLa2tqCgoISEhI+/fTTxMREAEBnZ+fY2BgqjcJgeLBSqI6EhYhEImtr67CwMGzD8vPzN27c+BJ75o+XQwjLBH4XyPOGjH8tFFVVL3RvYWFhUFDQ999/Dy2m38zB/zJpurm52cfHJzAw8Pbt21VVVS0tLUlJSba2tg8ePHB1dd2xY0dFRYWZmVlISAgAgEwmu7u7c7nc0tJSR0fHlJSUe/fuOTk5FRQUnDt3bvfu3R3P/F85HM6pU6eOHz8ulUofPHjg5+fn6+urrq7u7e2NIEhXV1dCQoKXl9fVq1erqqqGh4fDw8MpFMoHH3yQnp7e2tpqZ2c3MDDQ2NhoYWGRnp5uaGiooaHR09MDTZSMjY2hKzZs0sqVKwFGos/Ly9u0adMf7xncGuLNHGoE/nxgU+f8JYtCVNc3tduFQuHmzZtJJNKSJUtSUlJ+V0/4uuJl0nRTU9Pu3bsNDQ37+voCAwNPnDjR1NQUGBj43//+19DQ8PTp06Ojo5999tnu3bsBADY2NosWLWKz2eXl5T/++COFQqmqqvr+++/z8/MbGxt/+OEHc3Nz8Mxe7YcffnBycgIAHD9+XFNTUy6XX79+fcaMGdeuXTt27Jivry8AYNeuXUuWLCkvL4cG1DNmzMjJyWlqavrhhx9qa2uhYby/v39PT88HH3xw8+bN3377TSqVWltbv/322zDqU3Nz83/+8x80iA+CIPn5+S+FpqcGgtAJTA3oshX81WH/0AGMxqB/UXC5XCaTCY1o30yOBi+RpmGEUjMzM0iaZ86cef/992NjYykUyqlTp7y9vb28vAAAq1atgqY/UVFRv/3229DQ0NDQ0J49e548eSIWi3ft2gVV2OfPnz9//jwsuaKiYvr06VAGh34Wcrm8ubl5+/bt06dP/+yzz0JCQuRyubu7+zfffBMcHBwdHZ2QkPDhhx9mZmZyudydO3c2NTUJBIJPPvkEGnVu3LjR0tJyzpw5dXV11tbWGzZsgBUxGAwSiQS926GVHo1Gm5p7CwECfy0UP/B/1Sf/D9KrHBOv9Y2VWl6mNN3X12dpaRkREQEAuHr16meffQbNdGQyWWRkpIuLCwBg2bJl27Ztk8lkN27cWLt27cDAQH9//+HDh1taWiQSye7du5lMplwuP3HihKmpKVyy9fT0LFy40MbGBkEQExOTK1euAAAKCgoOHz5sbm4+a9YsW1tbAICTk9PGjRsLCwvJZHJ8fPzHH3+clpYmEAjU1NRqamoEAsHMmTOzs7Plcvm6desCAwNdXFwOHz4MLZzgMKLRaNOmTYNWmXBA5OXlqaqqvsQuQjGZATfJQfnGjl0C40Hp3s9fC9Rg40XvqqysjIqKgk6MhDT9EkClUn/++eddu3ZxuVwYT1JTUzM4OLi+vj4rK0tVVXVgYMDT03POnDnBwcEXLlz48MMPMzIy7t+/P2vWLEdHx6ampg8//NDPzw8AcOrUqZ9++kkoFEIhXU9PT1NTEwBw+fLlmTNnxsXFxcbG5uXlSaVSBwcHLS2t6Ohof3//tLS0hw8fHj161MrKCkZGzc3N/fjjj/38/OLj41VUVOzs7GQy2bZt2+zt7W1tbbdu3aqnp3fw4EE6nS6Xy+3s7HBbyVQqlcgsTuDPB9bhAIxjva6U8nCGnjhzJqxhFWrTjSsNe4ANwIIz38LdpRgsBQKqX7B25S/aFUFBQatXr547d+7WrVuh0Qju2d8E7n6ZNN3a2pqUlJSTkwN7E24PPnr0iM1mi0SiiooK6KNRVVVVU1PDZDILCgqqq6urq6uhy8bAwEBycnJ5eTmMV5mXlwf9yAEAWVlZ+/fvZ7PZFhYWWlpaXV1d6E8wcGJBQQE809DQkJ+fX1lZmZOT09bWVlNTk5OTU1FRQafTMzIy6HQ6AODJkye5ubkmJibx8fEJCQmff/75unXrAACampre3t7YJyJomsBfCOT54E2K3kDogSLJgnFS0MmfhVVQvBhbNdbdF0evuKBXuLjn2MiuuNqnwNGwfOgv9sMPP+jp6WE9hpR+kF5LvDSaxnWcUhcv7GtD93+R5yNJKjp2IwgikUiSk5OpVKqtra2Zmdl4bcB5f4y3eSKXy+/fv79v3z4oLGhra1tbW+fn51+7dg13JUHTBP5CjOe1hPUwUGRD3DzCOffCv3FxcTQaDWCy0AEAYAQYRfkadftCa8TGvUGvxMbvR9sMlLmbviigd4xIJJo/f/7w8LBSv1aCpicFnF8s2n1ovHCAGTGKB7h9BkWW5/P5HR0dOjo6MKwBzjJU0TEPPcblOIciQG9vr56eXmBg4L1795ydnaVS6ZMnT2AQPiwImibwl0BRZIbuY2iwVvQAAkeRWLcvpfPCz8/Pzc0NWwWcgJmZmWlpaWhuUjDOVEULVPxyYMV/8PwXZWpA7xUKhZGRkXZ2dhNc87riZSo9gALbwrcF4+dh3xzyDLh4DorfW5zRJZ1OLykpwSbExF6guMRTKoxAcLncvLw8mC9xPK0ZQdMEXh0MDAxkZWXBkAkMBqOsrKyyshIm54XBgevq6igUCofDyc3NJZPJTCZzcHAwOTm5qqoKPJsLAoGgvb3d0tIyICBALpfz+fySkpKMjAwY8GvLli0bNmxob29HEATNt4IgiEgk6ujogPHQhUKhVCqFKXg6Ozv5fD6NRoOOJ1KpdGBgoKOjIy8vr6GhYWxsDKbmgYWgAv7kgZuYT5482bNnDxrT7bVnZxQvU+mhGJgJy5Loh11R4lb8FxcACI1gN0H+EdxHXqkOC46k8VZhiILlEEHTBP58oIMWK3YIBILQ0NBly5bduXOnrKzMyckpODh4w4YNfn5+IpFo06ZNO3fudHJy+sc//uHk5ARD5VVUVOTl5c2cOfPOnTuwwMHBwaSkpIiIiO+++w4GwMvPzzcyMnr//ffPnj0rk8lWrlxJIpFiY2P7+/svXLjw/fffP336FACQmJh47949PT09DQ0NMpmcmZm5du1amKWzoqLixIkTs2bNCgkJKS8vX7Zs2Z49e9avXz937lw3NzdVVdVz584hzyvZpwC4CO7o6Pj888+bmpqwxPLHO/zVx8uUprFaadwgg//KMSGE5M+CoCIYyJ+PTAQwygq0HGyB6C3YShUbgK1UaSG42lEQNE3gzwduIsC/165d8/b25vF49fX1ixYtggIyjUabM2dOfn7+0qVLV6xYAaXsdevWjY2NXbhwwc7Orq6urrCwEA5vHo9nYGBgZGQkl8sDAgKCgoKEQmFOTk5ra6urq+vWrVtZLNbmzZtVVVXb29tbWlqqqqpIJNLt27fr6uq+//771tbW5ubmTZs2FRUVtbW17dy5MzQ0dHBwsLi4uK6u7sCBA/PmzRsaGtq9e/eFCxfEYvHKlSthky5duoRmqnxRVsVNzI6OjmnTpuXm5ipVT7/GeMlKj9cMBE0T+EugSGchISHa2tpDQ0MCgWDJkiUXL16USCQ5OTknTpzo6+tbvXr1f/7zHwDAkydPXFxcEAQhk8kkEsnCwgK7ZLx06dLq1avpdPrFixcpFEpUVNTs2bOTkpLc3NxWr149MjKybdu2zZs3CwSC5cuX379/X0VFBWY39fHxMTIyysnJGRoakkqlPB5PW1s7Nja2uLj4m2++aW9v19TU/PTTT7lcrq6u7sWLFxEEWb169erVq2GlMFal0ud6IcDsLdAbA7c0f71B0PREIGiawF8C7M4bqvHT19cPCAhgMBgJCQlr1qwpLS2NiorKycmRSqWLFy+G6UPv378P1RR0Ov27776DJCt7lmy+trZ248aN27dvv3jxYnR0dHl5+dKlSy9evOjo6Hjo0KHu7m4PD4/FixdXVVXBRBNz5sxxdnbmcDiGhoY7duwwMDDYsWNHcHDw0NDQkSNHAgMD29vbFy5caGVldfr0aTU1tfLycgMDg+vXrwsEgn379u3fvx8A4OLiAlPo/nFKJWiagBIQNE3gzweqr8PlRerq6ioqKoIxHZubmxsaGgYHBwEAPB5v+fLlCxYsaGtrgwlTAADt7e1RUVFPnz7FbcP09/c/fPhwYGAAXtnS0vL48WOBQNDd3c1iscRiMY1GgxlEq6ur+/r6ent7Q0JCdu3alZaWlpWVtWnTJhKJJBAIqqurnzx5IhKJ2tvby8vLBwcHnzx50tzcTKfTu7u7ORxOfX19c3OzTCbr7e2FPg3jJXKaPAiaJqAEBE0T+GuBNa3DWkZj99hHRka++uqr5cuXoyYQ6enpt27dKi0txVrRIc8bVoHnLakVgep/r169qq6uPjIyMjY25uXldfLkSfBMgY5zfcCVj1N0ENL0lEHQ9EQgaJrAXwVF9+vxiInJZGpoaGzevBkGZOfz+RYWFufOnRMIBPAC3CYbdoMdeWYyi60L5wMxNDR0//59Hx+f+Pj4/Px8NOMzUDB+hefRr8UEzzI1EDRNQAkImibwFwKbxhPrfo3+hSL22NgYg8FobW2FuTJkMtnAwAC0g8bZyKLlYMvHxRdFORpnINvY2NjR0YG9Ei0Kl0kdYNgTmuEiz7spThkETRNQAoKmCfwlwDLaBEoJ8DxlAwXOhVAkU0WnMOgmg7sFPB/TA2fnimsb1jEC63uMVbAQuumpgaDpiUDQNIE/H0qpB91/w0atw2mEFXXBiqIxzu0Ly7kA4PUh2PO4WA7Y24Ey42VcjJGXAoKmCSgBQdME3gSEhoYWFBTg4vC8UoB0TNA0ASUgaJrAaw+RSPTee++pqalxOBwYSgH81am5FEHQNIFxQdA0gdceMpmMRCL99ttvcAcSYAw/Xh0QNE1gXBA0TeC1h0AgIJFI6urqUJoGryT3ETRNYFwQNE3gtYdQKJw2bdrmzZtHRkZwW4uvDgiaJjAuCJom8NpDLBaTSKQtW7bAAEkvxXLupYOgaQLjgqBpAq89BAKBiorKli1boEcMICw9Xj0QND0R8vLyCJom8HpDJBJBaZrNZr+yrEfQNIFxQdA0gdceBE2/+iBoeiIQNE3gtQdB068+CJqeCIRumsBrD4KmX30QND0RCJom8NqDoOlXHwRNTwSCpgm89iBo+tUHQdMTgaBpAq89CJp+9UHQ9EQgaJrAaw+Cpl99EDQ9EQiaJvDaQygUojT9V7fldwBpmkajTRDDGpvQAD2pmGZMaZBuxfRgip8BbIRubDng+WjdELhUDNhylOYnGw8ETU8EgqYJvPb4m9I0zFQACQ5SHozCis1ggCapwXIx9i7UMx49KCsru337NoPBQC/Diu1ozhrFAltaWm7fvl1WVoZtG/qr4l/YQlgUQdN/CARNE3jtoUjTr6wmAdJ0Xl4eTm5FFPLUKHIf7gzyfD4aFBKJ5NChQ+np6dgsYiwWKzw83MPDAxfwBK2LQqEcP348Li6Oz+djS1NMvg4U5PHJPDhB0xOBoGkCrz3+djSdm5uLnoFaBRaLFRISEhERIZVKBwcHAwMDCwoKAAAikWhgYKC9vd3W1jYiIkImkzU1NRkYGJSVlYWEhNjZ2bFYLChTIwgiEokSExP9/f23bt2am5s7PDzs4OCQmJiIIAiDwVi5cuXPP/8M2bawsNDZ2bmmpgbtqKNHj86ePbu5uRlBkKdPnxYXF0dGRnZ3d0ul0vv37/f09AAARkZGmpubIyMjbW1tEQQpLS21sbGBMb6xqSmVgqDpiUDQNIHXHn87mi4oKEAwqcorKipcXV2NjIyOHDmSkpLi7++fmJh46NCh2NjYyMjIb7/99vLlyxcuXPj4448vXbrU1NQ0ffr0xMREHR0dfX199JFra2uDgoLIZPKVK1c+/PDDoqKigoICc3Pzjz/+mEKhcLncWbNm/d///V9TU1Nvb++9e/e0tLRmz57d3d0NUyjs2rWLRCJFR0cHBgauXLlSS0vr0qVL4eHhLi4uISEhhw4dYjKZOjo6n376qamp6fz58zU1NQMDA7/88stly5YJBAJC6fGHQNA0gdcefzuaRpUeAIDW1tadO3caGxsDAAQCAZlMtrGxQRDk5s2bv/32m4mJyaeffhoYGAgAiImJIZFIWVlZ4eHhcXFxgYGBfX19aMnnzp3LysoCAEgkkiNHjuTm5nI4nOrq6n379hkaGvL5/FWrVq1Zswaqv3t7e6Ojo2fOnAlvkclkenp68+bNY7FYhYWFn3/+eXBwMADg4sWLOjo6Y2NjCxYsMDU1NTQ0nDVrVnd3d2lp6aJFi0ZHR7u7uz/88MOSkpLffXCCpicCQdMEXnv87WiaSqWCZ42k0+mzZ88+efIkvCAuLu7y5csAAC8vL3V1dVNT059++ikuLg5BkOTk5G+//baoqKi/v19fX7+4uBjqOqC2YdeuXZmZmQAAgUCgqalJo9E8PT1bW1t1dHTOnj0rEol+/fVXVVVVBEESExNjYmIyMzNnz56dnp4O6z1+/Pj//ve/wcHBwsLCRYsWUSgUmUympaV15MgRHo+3bt06S0vL/9feuUdFVbV//DBYrjDL9LXeNH9Eq7LXCs1KE0tTgUzNVhpKGjdFRcu8pSKCmAgICqggSr4kSshdBAUdYGBQhBkYQHCggRnuyJ2Zgblfztm/P/byrOMMw6uIgsP+/MGadebMPns2Z3/nOc9+nmcfOHDAwsKiqamprKzM2tpaKpV2dHRMnz6dxWIhp8cTgWQaYfSQcdNCoRAeGVEyTQ2VEwgE0JoGD4LY+vr6fv755+nTp/P5fK1Wy+FwFi5cCACIiYlJSkqKj48fO3Ys9AUfP348ODhYLBZrtdqpU6cWFhYCymrehg0bLC0tKyoqsrOzJ0+ezGQyraysuru7v/zySzs7O4IgvvjiC0tLy66uLjs7u5CQkLy8PAzDrl27BgDQarWrVq2aOHFie3s7g8F4/fXXz58/r9VqAwMDp06dWlZWtnfvXh6Pt23btldeeaWxsTEzM/Pjjz/u6upqa2t74403srOz/+cgIJkeCCTTCKNnJMu0Tk/q6+uhb5p8lyCIurq6o0eP+vn5cTgcjUYTGhrKZDLv3r0rl8tv3ryJXNRKrAAAH2JJREFUYdjixYvpdHpFRUVfXx80Wrdu3VpdXQ0owcuNjY329vaHDh1KTk729PS8ceOGr69vSkpKQEBAYGAgQRDJycnOzs7V1dVJSUm7d++Oi4vbtGkTm80GACiVSl9f340bN7a3t3M4HEdHx7i4OABAd3e3u7t7eno6n88HAAQHB69Zs6azszM/P9/FxYXH4ykUit9++426ImoIJNMDgWQaYfSMZJmGaLVaaE03NDRgGJaamkoGIFPDomHEGzXQLTIy0tzcPCEhgQxVhu2QBixsQX8FD4YzkyJOzWEhPwhfkLuww/VMfag9hB0ge/vou+QgmR4IJNMIo2cky7SOPkokEktLy3HjxnV3d1OduVS9o2aOhIWFYRgWEhJCvtvQ0LBv377bt2/rN66TdaLTGjXOmrwcNQIa6I2bTmvUNBkqjyLWSKYHAsk0wugZyTINHng2SBu5tbX13XffnT59OkwUJLUVngYjMeAHcRxPTEycN29eUFCQUqmELbDZ7BUrVtTX18NzoIBSDVvSsqZa01RzG55JZjCSkD2k9gdQrGmqbU41/B8FJNMDgWQaYfSMcJkGFDmDL7hcLo1Ge//99/VP0DlCZnXrtAD6K8dBfUGKrFqt1jexqVfRN7EBRZphMAn5QX2z+n/GeECQTA8EkmmE0TOSZVq/OodCobh06RKGYRs3bgQAaDSa2traxsZGsqwH0HMTK5VKQPlSOspLmurV1dVNTU36x6lObfCw94PqHwcPxB1qMXl+vyY5eeQRxwHJ9EAgmUYYPSNZpsHDbgSRSGRtbf3BBx/AoA6oicnJyU5OTjU1NQRBSKVSjUaj1WplMhkUa/hZrVarVCqhgKpUKqVSSfpSJBIJbOfChQuffvppV1cXfKu5uRkGaAMA4GkwXZDq3NC3waVSqVwuJ5VaJpORiq9SqciEQyjiVMt94DFHMj0QSKYRRs8Il2kSHMdhQB4MgwMPbN6bN2/++uuvbW1tOTk53t7eYrGYw+GEh4enp6eLRKLCwsLk5OTQ0NDQ0FAGg1FRUZGSkrJnzx6lUqlSqTgcztmzZ1NSUjQaTXJy8uzZs1tbW6Fq//XXX9OnT29qalIqlXl5eefOnQsPD4ehdXB8Ghsbb968qVKpGAwGl8tVKBQCgSAlJcXf37+oqEgul9+9ezc8PLyioiI/Pz8+Pj4gIGDv3r1kDtGjO6YBkumBQTKNMHqeF5kGD7IQYZwGeGCHZmVlubi4XL58+dSpU6GhoXfu3AkMDExPT587d+7Ro0dXr15tYWHh7Ox85MiRRYsW2draXrhwwdzcnMlkBgcHh4SEsFisiRMnXr58OScnZ+bMmbAWEgAgJCTE1NT04sWLISEhmzZtqqio8PLy+vTTT2tqagAAWq02KSnpu+++UygU8+bN27p1q0AgOHDgQGxs7OXLl5OTk93d3Xfv3p2Xl3f06FF7e3sTE5OVK1e6urrev3+fXLd89C+OZHogkEwjjJ7nTqZhFiIZ1FFYWGhhYTFp0iSYE7h58+YlS5bQ6fSPP/744MGDoaGh1tbWJSUlAAA/P79ly5bx+fyTJ0+ePHnSxMRk48aNWVlZ06ZNO3jwYHp6+ueff97S0gIA0Gq1ly5d2rx5s0KhmDBhwm+//abVau/evWtqavrrr7+Sndm+fTsAwNfXd8+ePXw+f/78+ZMnT4aGvKmp6WeffZaZmbl9+3Z/f38Mw4qLi6nO7scaZCTTA4FkGmH0jHyZJl23fD6flGnwwCC9c+fO7Nmzp02b5ubm1tnZuXnz5nnz5t2+fTs7O1ur1UZFRS1btqykpIQgiJMnT65du7atrS0kJCQoKAjDsFWrVl25ciUzM1MikSQnJ//nP//p7u6GjScnJ2/evLm3t3fMmDHr168HALBYLAzDfv/9d9glgUCwY8cOHMc9PT1hUZGMjAxbW1szM7NPP/3U1NT0o48+SkxMFAgEp0+fHjduHIfDIQcWrmo+OkimBwLJNMLoGfkyDR54cgUCgYmJCdwLkQzniImJ2bhxY1FRkZOTk7W1dUpKipWVVXZ2NvQj+/v7z5s3D26q4uPjs2LFiurqaj8/v/j4eBcXl+XLl9PpdC6XCwC4ePGihYVFS0sLTCy8du3azJkz6+rqduzYYWZmdv/+/eLi4i1btgiFQjg+3d3dS5cuTU1NXbFihaOjY1VVFYvF6unpcXd3379//9KlS2fMmBEXF9fT0+Pn50ej0cgFyUGAZHogkEwjjJ4RLtNUF0Ftba2JiQlpTeM4rlars7OzfX19Ozo6amtrvby8+Hy+j48PLKbR0dGRmprq4eFRWloKAEhISPDy8mpoaMjNzc3Ozm5raztw4ICPj09ycnJXV1dCQsKePXtgCX8AQEtLi5ubW1lZmVKp/OOPP65evVpXV9fZ2UmNyggMDDx+/PiFCxeio6MLCgrS0tIyMjIKCgr6+vp6enoOHz7s5eVVVVV18+ZNJycnaE3rJLg/IkimBwLJNMLoGeEyTfXnknshUhNGJBKJRCKRSqWAEtQMI/MIglAqlb29vWq1Wi6XSyQSGKiH47hCoYBtwm9NhtwpFAqdXBh4LaFQCC8BKHU8YJwfAAAG4clksp6eHmompEgk0mq1KpVKq9WSH/+f4Xf6IJkeCCTTCGOCzHwjo4kBAHK5fMyYMUuWLIGxYoMQkWcAVaah02MQC3HPL0imBwLJNMLIoFaTwHEcFmzDMMza2rqvr2+4e2cQJNMIgyCZRhgTpK+A6hiVy+UYhn3zzTcikQg+sBMGdt0eRpBMIwyCZBphfMAYCZjCRxCESqWi0WhLlizp7e0Fj7m09cxAMo0wCJJphDFBShvVrJZKpRiG2drawsW0kSl8SKYRBkEyjTAmqKWCYNVjGB8GU5klEgl4sMD4WKnMzwAk0wiDIJlGGBM6TufGxsYlS5a88MILpqamGIaNGTPGz89PKpWOQO1DMo0wCJLpZ8ygC/KSUGNdgV4IGrUq5pP39nmEWjazs7MTwzAajYZhGFTqVatWjcx4DyTTCIMgmR5GBvHcTZ20MNqs33YM7S462tBoND/88AP2ABqNdurUqZHm7oAgmUYYBMn0swTGHoAnCDbQCSajzmFCb6O8J+vs8w05SklJSaRGYxjGYrHIE4a1g7ogmUYYBMn0M0NnvhkyhP9nI9T9ockWdMznkWkwPgP01waFQuGkSZMwDDMxMZk8eTK5y9RIA8k0wiBIpp8xpKcCDNbghZ+ibrBE/oWVesAj7xNqlFBLZEC+/fZbaEq7urqSlS5GGkimEQZBMv3MIB5sEAceSAl1q+ZHB246J5VKSbNRLBbLZDJ4EACg1WrFYvHgGjcCqG4lmCm+e/fuMWPGYBh248YN8rSR9jOGZBphECTTzxhDnuVH/3h5eXlgYODu3bsPHTpUXV1NEASdTrexsbG3t4dlhQMCAn766SdyL6VRRb+u//DwcOie5vF4Oi6jkQOSaYRBkEw/S3Acv379Op1Op7osHguhUOju7s5isYqKio4dO/bmm29GRER0dnZaWlp+9913OI6Hh4evX78+Ly9vlExvHajRilCR4Q/bmDFjxo8fLxAIwEj1CCGZRhgEyTR1xhp6/bhTBVb+1Wq1DQ0NMPNNJBL19vZKJBIHB4d169Z1dXVBNwX0hCgUCo1GI5VK5XJ5c3MzrLcpk8k4HE5LSwvVAP/ll1/8/Pxgl9rb27/44gsMw+Ry+Zo1a7Zu3cpms3/88cd//vnnOV1C1LGFdeJYgF72ygBhLdRCpgRBYBi2YMGC9vZ2nfP1B0rnotSA9H77SW3hSdQfyTTCIKNcpsk5QIbK6bxLzZV4dJhM5oIFCzw9PQMDAzMyMvLz8/Py8nx8fLKysj7++OOXX345KSlpw4YNs2fPFggEycnJs2bNys3NPXPmjJub28mTJ319fVeuXJmamhoQEPD222/n5ubCAAaCIGg0WlJSEo7jUB2ioqLgs/yPP/5Io9EOHjwok8meU40GBqSQlFqdt/T/L1TdpGaNAwAKCgqKi4upp5GKT/1VoCoj2Q4ZPUIQBKyRr3Np/VWHQX93JNOIfkAy3W+cnFqtpk7Ox222ra3N3t7+4MGDAIDY2Ni5c+cyGAw7O7sjR464uro6OjoCAPz9/SdOnJifn89kMsePHx8XF8fn8/ft20cQRFFR0YIFC7KysgAAtra2fn5+MD4EWoVxcXGwS2q1+vr16zQarbKy0tnZGcMwc3Nzcj+653F6U6PC9Z9syKhwUhbJIzriSB7UP05dWaVKuY7s9lsQVUf6gZ6SPsmYI5lGGATJNHWKwolNnfmDs6ZFIpG7u3toaCiO40FBQa+88kpycnJ9fX1HRwcp02fOnJk8eXJycjKdTh8/fnxUVFRPT09YWBhBEBUVFXZ2dqWlpQRBODg4+Pr6kr7s/fv3u7q6CoVCuVze1NTk4ODw008/yeVyW1tbBweH/Pz8WbNmLV68mM1mP4/TmxRWqlhT1ZZ8qgCUOqVUUSaPkK91/qHUcD19U526wCiTyZqbm6FjiuwGfBdqPdkgtRuDHnYk0wiDjHKZBoanAXXqPm6bxcXFVlZW9vb2cAPQM2fOWFpaBgcHAwDOnTs3Y8aMtLQ0pVK5atWqTz755MCBA+bm5p6enhEREatWrZLL5QkJCe+99x70Qe/bt2/ZsmUwKQP2JCAgYN26dadPnz537hwM7aDT6e+8886cOXOampo0Go2bmxuGYffu3RvskAwnBMX73K/HmaBsigoeFlag59fW8f9QG9TPCIUnk+lCfD7f3Ny8sLCQKs3wfLlc/ogu8sf64gDJNKJfRrlMk3MAVrwEDyePPInT486dO0VFReSaVX19fWdnJwBAo9E0NjbC+vRtbW18Pl8sFre0tHC5XIFAUFJSolKpamtr2Ww2l8vVaDQSiYTD4chkMtgOVCUul8vj8RQKBTzC5/PZbHZxcXFzczO0N7lc7vMYkKfvVpZKpTrpKqS2qlQqMvdSrVarVCpqNDq56SoAADqUqZcABsqZUv/XQqFw7NixmZmZVPdXSUmJnZ1dSkoK1f1CmtKwdOrgvjuSaYRBkEwDysNva2trQkLCwoUL/f39e3t7By3Thq41gDNUx7Kj/n6Ah21GQi/yWqe1oe32s6Svry8sLOz7779PT0/HcZzL5Z4+fdrT07Oqqkomk6Wnp7NYrD///HPnzp1qtdrd3f2rr75is9m3bt1ydHTMyMiAjWg0mp6eHnd3dzabDQBgsVhhYWFHjhwpKytTq9XR0dGpqalbt261s7OLj49fvXo1jNLLy8tLTEwsLy9fsGCBq6srAKC7u/u1115jMBh3794NDAw8d+4cAODGjRsYhq1btw4A0NbWdvHixcOHD9fW1oInHnAk04iHoM7q3NzcJUuWDG9/nhn6T9NyuZzFYkVERHh4eCxatIgs0GNlZdXa2goAgKFy6qEAWn/PHRqNRqVSqVQqjUYDh0JnDIdQR2JiYuLi4rZt23bs2LH4+PgtW7b09PQcOnTotddei46Onjlz5tq1a69evfrJJ5/cuXMnKCgIw7Cqqio+n+/t7V1bWwu7VFxc7OHhceLECSaTGR8f7+PjU1dXt3PnzmXLlhUUFLz66qvz588PDg6eMGHC9u3bx44dO3fuXADAmjVrxo8fz2Awtm/fbmFhsWPHDrFYPHny5PPnz7u4uPD5/E2bNrm6usJCTp9//jmdTt+zZ090dHRsbKyPj8+TDAXVAIcynZ+frz+8IzDWewhBMt0/0MGXm5u7dOnS4e7LU0fnkRn+ZTKZb7/9NkbhxRdfJF87Oztv3Lhx8+bNLi4urq6uG0Ylzs7OLi4u8K+Li4uTk9P69ev//vtvnceCoVLqY8eOQZdFX1+fqanpzz//jOO4WCx+8cUX9+3bFx4evm3bNgBATk6Ot7d3R0fHBx98sGvXroKCgoSEBNgHlUrl4OCwcuVKmDFvY2MTHR1NEIRIJJo7d25UVJSNjY2jo6NWqz1z5sy1a9fOnz+PYZhCobh06dKMGTPgkwqbzX733Xf5fP60adPWrl2LYVhKSsqiRYuWLl2anZ1tbm4eFxeXmZk5ceJEDw8PPz8/Hx8f6IQBTyCmcD7W1tbSaDQGg0E1KZ7fCMtHB8m0LtRJlZOTY21tPRruA4harSY9mMePH4eF06Auky+gQT1p0iRzc/PXX3992rRpUwwztT8e6+SRDOwz2fM33nhj0qRJW7ZsgYOpszXBk7NlyxahUAiVmkajLV++HAAgkUjee++9I0eOREREuLu7EwSRnZ0dHx+P4/iuXbvGjx8fEhLS2toKO6NSqWxtbT/88EORSNTd3W1jYxMQEEAQRHd3t52dXUJCwooVK1xdXcVicVRUVGZmZnh4uImJiUaj+euvv7788kvYCJPJdHR0FAqFU6ZMWbNmDYZhXC63vLxcoVBkZWW9/vrrcXFxaWlpEyZMCA0Nrays7O7u7nfF8lHQWYrk8/kYhuXl5ZFvDe0P4YgFyXQ/jDanh869TkbdqtXq6OhoKysrcncPyOLFi+EqH/Fw2tuQ9KFfx/QjMujLDQ6yKbJZatIHHENY3mhIhmjTpk3e3t5sNrupqenUqVMWFhYdHR23bt2ytbVtb2/38PCYMmVKUVFRZGQkXI8tKCiYMmUK9DmQnUxJSTEzM/vvf/+L4/jhw4dnzJhRVFSUnZ3t7++v1WoXLly4evVqiUTi6+ubmpoaHBxsYmIikUhiY2NNTU3Pnj3LYrFOnjzJ4/HEYjGNRgsKCvrXv/6VkpLC4/FEIhGbzX755ZddXV15PN7777//zTff3Lt3TywWgydwJVMDV+rq6mg0Ggx+f5I82OcOJNP9A2+CnJycxYsXG/1NQP2C/WaE9/b2ZmVleXl5ff3115MnTz527FhfX9/jKuMoQWdYhnCIKioqtm/ffvbs2aqqKo1Gc+HChdjY2Ly8vPr6eq1WC23nyMjIe/fuwTXVtra2mJgYMvSQeOD3uH79up+fHywcGBIScvnyZSaTCYOgjx49GhgY2NnZGRkZyWAwuFzu9u3bxWJxUlISjUbbu3fvxYsXq6urAQACgWDTpk0VFRURERGurq5xcXF1dXUKheL06dN//PEHjuMMBsPFxSU0NLSmpoZq+Q7ii5P3YU1NDYZhmZmZ+qvETzy6Ixok07qQ/3iCIJhM5nfffTfcPXrqEA/b0YASsIVTCkCT6Bgyxr16MwADG3QqlYoaazxUl6MOuFKphDeqTCbz8PDw9PQkA+BUKtW9e/eys7OB3nomtQWtVqtSqcgkb3gQ+r6om92cOXPmq6++Ij0n0CMMY6v182KAXimPJ3FJU3suEAimTJlSWVlJnmD0Ag1BMt0/8F5ns9nff//9cPflWUDV4gHi3gBlkmu12lFbtfl/MlQlh6iQ/w7yH0Hm+9XX1y9atGjlypVQW5VKZUxMzC+//FJWVgY/As8k7VkdI5Rq7eqcCT976NChl156qaKiwlCYNrWT1O+uVquJh7MiB/fF4SX4fP6qVauoNsQgWnseQTLdD+R9VlFRYWlpWV5ePrz9eQboz1jw8OzVOU3n/FGLju5Qh4VqZj7VDhAEUVdX5+/vHxQUBEsGSqXSjIyMtLQ0sjPgwV1NzeSm0u+TAanmsbGxnp6eaWlpOlGb+u4d/RiMJ4lN1PlIQUHBzz//DPRqgRm9TY1k2iAEQbS3t0+aNGnOnDk698EgHmP1n38HmMDUt0iLVWd5ytCnkMsYYUxQ1d/BweHatWvD3aNhAMm0LnD5hSwZU1pa6uLiYmNjc/z4cTab3djYCFOT8cfc54KsTaMTSKQPTimLo98f8PCNq1PAgXoaAvG8QxBEa2trZWXlxYsXHRwc7O3th7tHwwOS6X6g6iMMqMrIyPjwww9ffPHFOXPmFBQUDMKaZrFYZWVl5eXliYmJdDpdIpEIBAIGg3Hv3r20tDSxWMzj8VgsVmVlJRRZPp+fn5+fn5/f29vb0tJSXV1dWlra1tbW1NTE4/EEAoFYLO7t7W1tbS0sLCT33QCjeNtshPGhUCgcHBwmTpxoZma2bds2Qq/MyCgByXQ/9Ot4ValURUVFV65cgXnS4DH3VLWyspo6dWpWVlZwcPC4ceOOHj0aHx//0ksveXt7e3p6Hj58ODExcd++fZ9//nlPT09hYWFYWNjVq1cPHz586dKlyMjI4uJid3d3Z2dnPz+/27dv83i8zMzMiIiIO3fuxMbGZmVlyeVy8KAo0ij3FyOMCTqdnpmZCYOvRy1IpgdCx70AKAr4uEEOMK0W3m0//PADhmF8Pv+tt97KyMiQyWQYhl29ejUrKwvDMJiFHBgYCAD4559/nJyc1q5d29PTc+LEieXLly9cuHD//v23bt1iMpnOzs6Ojo7Hjh3jcDjwKv1us4JAPKfoRKSMTlMaIJnulwHSfKmGKlln51Fwc3OzsLCALR84cMDS0rKzs3P+/PnFxcVCoRDDsCtXrnA4HFjsZsaMGR4eHjiOC4XCH3/88auvvmpvb29ra6upqYmKilq8ePEHH3xw9epVJpO5d+9eDMM2bdrU1dVlqM8IxPMLvJ8fa64ZH0im+wdWWCYM7AE6iF/1X375xcTE5Ny5cywWy8vLKzc3l8vlmpmZRUdHazSadevWeXt7Z2VlrV69uri4eOfOnZ988kliYmJJScmff/45d+7cgICAkpISBoNx5coVFov1+++/e3t7JyYmVlZWrl271s3NTSQSjVpbA2Gs6ETdjVoTBMn0U0E/72vnzp1jxoxxcnKKioq6f/8+juOJiYlLliwJCQlRq9VCofDYsWO5ubktLS0AgI6ODi8vrzVr1ty8eRPH8dOnT69Zs+bs2bM5OTkHDx5MTExsbm6urKz08vIKDAzkcDhws239XAMEAmEEIJl+KlAd2TBWxMnJ6c033+RyuX19ffB4bW1tTU1NQ0MDfKBrb2+XSCRknJ9UKoXhHLDBlpaW1tZWtVpdX1/f3NwMPeMwAgRWQQL9ZRwgEAgjAMn00KO/7zJBED/88MP48eMlEomOzWuokLxWq1U/2ImV+pesuKaT4gWQHY1AGClIpoce/Xg+HMfPnTu3e/ducvc/oFf9gNDbHQpQSjGAhzf2BuChnMPHzbVBIBDPEUimnyJUw1mlUkmlUlg1hqrO1BoLZDk6/bRvHavZUJ0EpNcIhPGBZHrooQol1M2MjIx+d0ql1rghRVm/EB31I9QSH/peDp04UwQCYQQgmX5aUBXTxsYGLvRR3c1arVYkEikUCvBwWoqhymqwJqROTDdUcx1/CJJpBMKYQDI99JCmsVqtbm1tra6unj17tlAoVKvV9+/fv3XrFpvNxnG8sbFx/vz5cXFxcrm8p6enoKCgqakJrhA2NzeXl5cXFxfX1tb29PTU19eXlpYWFBTU1NTU1dXR6fSKigqCIBoaGsrKykpLSzMzM+vr65uamjIyMjo6OoZ7ABAIxFCCZPqpoFQqu7q6Nm7cePXqVYFA8NFHHwmFwr6+vo6ODjqdPm7cuAsXLpSXl48dOzY4OFgsFldVVcXExFhbW/f29p49e9bd3b2uru6nn35atGhRW1ubu7v7a6+9dvjw4Rs3bjQ3N586dcre3r6hoeH33383MzOLjY3dsWPHZ599xmAw9uzZ4+Xlhar1IxDGBJLpoQf6K06fPv3vf/+7pKQEx/GlS5eKRCKpVFpeXt7X12dmZubq6tre3j5r1qysrCwAQGlpKYPBWLBgAY/H27Vrl5WVlVKp3Lt374YNG9RqdUBAwAsvvJCTkyMSie7du5eXl2dvb89isQ4cODBhwoSysjI6nW5lZVVVVcXj8Xbu3DncA4BAIIYSJNNPBRzHT506RW5WP3fuXJlMFhAQEBMTg+P4q6++un79eplM9s477xQWFvJ4PCsrKzabPWfOnObm5ry8vMWLFx89epRMLwwICJgwYUJxcXFYWNiZM2daWlpcXFw4HI6np+f//d//cTic27dvf/vtt1wul8/ne3h4DPe3RyAQQwmS6acCjuMtLS1vvfXW119/nZqaOm3atNbWVjc3t2XLlhUUFGAYNmvWLIVCMXPmzP379+fk5NBotNDQ0IkTJ5aUlLS0tEyfPv3rr7/28/O7desWjuObN2/GMCwrK2vXrl3Lly9PT0//4osvIiIiHBwcMAy7fft2TEzMm2++mZOT09DQ4OzsPMrr1CAQRgaS6aGHjMfo7OwMCgqKi4v7888/Kysrm5qaTpw4weVyIyMj//jjD6FQWFBQEBsbK5FIEhMTs7OzT5w4wWAwmEymi4uLj4+Pg4PDe++9d/78+bS0tC1btty+fbu+vj4yMvKff/5JSkr6+++/T5065eHhUVhYeP369V27dl27dk2tVv/111/knp4IBMIIQDL9VCDD6aRSqUQiUavVSqUSAABrdBAEQe7URUqqUqlUq9V8Pn/Pnj3Xrl3DcZzD4djY2ISFhREE0dfXp1QqtVqtVCoFAKjV6r6+PplMJpPJCIJQqVRisVilUmm1Whjhh0AgjAYk00OPTnoLeDgdUf8calmP3t5eHx+fbdu2VVVVxcbGRkVFUfe67Tc7Rif/BQVNIxBGBpLpYUYnJ0Wj0fT29qanp8fGxhYVFUFbG6WAIxCjGSTTw4x+6qBWq4W+C53CpKjqPwIxOkEyPVKg2sukIpNJ5MiaRiBGLUimRxCGnBtk5TwEAjEKQTI9/OhLM1lFWqemEgKBGIUgmR5+kEwjEIgBQDKNQCAQIxok0wgEAjGi+X+LbrgR54PaEgAAAABJRU5ErkJggg==" alt="" width="562" height="266" />

Linux Network IO Model、Socket IO Model - select、poll、epoll

我们说过,阻塞和非阻塞的区别在于程序流的"连续性",从"阻塞IO"和"非阻塞IO"的图中可以看出来,在系统调用这个环节,非阻塞IO比阻塞IO"连贯",但是就数据通信这个环节,它们都还是同步的,即数据通信是"不连贯"的

可以看出,在非阻塞IO模式下,recvfrom()的系统调用会以轮询的方式进行,每次用户询问内核是否有数据报准备好(文件描述符缓冲区是否就绪),直到数据报准备好的时候(内核缓冲区有数据),就进行拷贝数据报的操作。当数据报没有准备好的时候,也不阻塞程序,内核直接返回未准备就绪的信号,等待用户程序的下一次轮询。
(从这个例子思考阻塞和同步的区别)

Relevant Link:

http://blog.csdn.net/shallwake/article/details/5265287


4. IO复用式IO模型(IO multiplexing model)

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" 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" 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IO复用模型是多了一个select函数,select函数有一个参数是文件描述符集合,意思就是对这些的文件描述符进行循环监听,select这是处于阻塞状态,当某个文件描述符就绪的时候(有活动套接字),就对这个文件描述符进行处理。与blocking I/O相比,select会有两次系统调用,但是select能处理多个套接字。所以依然属于阻塞同步IO。但是由于它可以对多个文件描述符进行阻塞监听,所以它的效率比阻塞IO模型高效。

Linux Network IO Model、Socket IO Model - select、poll、epoll


5. 信号驱动式IO模型(signal-driven IO model)

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" 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*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" 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信号驱动IO模型是应用进程告诉内核:当你的数据报准备好的时候,给我发送一个信号哈,并且调用我的信号处理函数来获取数据报。这个模型是由信号进行驱动

与I/O multiplexing (select and poll)相比,它的优势是,免去了select的阻塞与轮询,当有活跃套接字时,由注册的handler处理,但是copy date过程依然是阻塞的,所以属于非阻塞同步IO


6. 异步IO式IO模型(asynchronous IO model)

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" 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" alt="" />

很少有*nix系统支持,windows的IOCP则是此模型(这里不讨论windows)

当应用程序调用aio_read的时候,内核一方面去取数据报内容返回,另外一方面将程序控制权还给应用进程,应用进程继续处理其他事务。这样应用进程就是一种非阻塞的状态。

当内核的数据报就绪的时候,是由内核将数据报拷贝到应用进程中,返回给aio_read中定义好的函数处理程序。所以这是一种阻塞异步IO模型

Relevant Link:

http://www.cnblogs.com/yjf512/archive/2012/05/31/2527966.html
http://www.blogjava.net/lihao336/archive/2009/12/27/307430.html

7. Linux Socket IO技术简介

0x1: socket read()流程

我们说网络socket的read()是一个IO操作命令,具体流程是这样的:

. 应用程序调用read命令,通知内核需要做读取数据操作
. 内核创建一个文件描述符
. 内核从物理层收到读数据的命令,从网络中获取数据包
. 数据包传递到TCP/IP层,解析数据包的头
. 内核将数据包缓存在文件描述符的读缓存区(接受缓存区)中,注意这里的读缓存区是在内核中的
. 当文件描述符读缓存区数据字节数大于应用程序定义的低水位(阈值)的时候(read的一个参数),此时文件描述符处于读就绪的状态
. 将读缓存区中的数据复制到应用程序(用户区)返回

Linux Network IO Model、Socket IO Model - select、poll、epoll

值得注意的是

. 每个文件描述符都有自己的读缓冲区和写缓冲区,读缓冲区对应的是read操作,写缓冲区对应的就是write操作了
. 读缓冲区和写缓冲区都是在内核区中

0x2: Linux Poll技术

poll IO技术属于IO复用模型(同步阻塞),

0x3: Linux epoll技术

I/O multiplexing

signal driven I/O(callback特性)

0x4: Kqueue技术

I/O multiplexing

0x4: Linux select技术

I/O multiplexing

0x5: javaScript、nodejs中的读取网络(文件)数据

javaScript或者nodejs中的读取网络(文件)数据,然后提供回调函数进行处理,是异步阻塞IO

0x6: IOCP

asynchronous I/O

windows下的IO技术,本文暂不讨论

7. IO模型编程举例

0x1: 同步阻塞模型

在这个模式中,用户空间的应用程序执行一个系统调用,并阻塞,直到系统调用完成为止(数据传输完成或发生错误)
Socket设置为阻塞模式,当socket不能立即完成I/O操作时,进程或线程进入等待状态,直到操作完成

Linux Network IO Model、Socket IO Model - select、poll、epoll

#include <stdio.h>
#include <stdlib.h>
#include <sys/socket.h>
#include <netdb.h>
#include <string.h>
#define SERVPORT 80
#define MAXDATASIZE 100 int main(int argc, char *argv[])
{
int sockfd, recvbytes;
char rcv_buf[MAXDATASIZE]; /*./client 127.0.0.1 hello */
char snd_buf[MAXDATASIZE];
struct hostent *host; /* struct hostent
* {
* char *h_name; // general hostname
* char **h_aliases; // hostname's alias
* int h_addrtype; // AF_INET
* int h_length;
* char **h_addr_list;
* };
*/ struct sockaddr_in server_addr; if (argc < )
{
printf("Usage:%s [ip address] [any string]\n", argv[]);
return ;
} *snd_buf = '\0';
strcat(snd_buf, argv[]); if ((sockfd = socket(AF_INET, SOCK_STREAM, )) == -)
{
perror("socket:");
exit();
} server_addr.sin_family = AF_INET;
server_addr.sin_port = htons(SERVPORT);
inet_pton(AF_INET, argv[], &server_addr.sin_addr);
memset(&(server_addr.sin_zero), , ); /* create the connection by socket
* means that connect "sockfd" to "server_addr"
* 同步阻塞模式
*/
if (connect(sockfd, (struct sockaddr *)&server_addr, sizeof(struct sockaddr)) == -)
{
perror("connect");
exit();
} /* 同步阻塞模式 */
if (send(sockfd, snd_buf, sizeof(snd_buf), ) == -)
{
perror("send:");
exit();
}
printf("send:%s\n", snd_buf); /* 同步阻塞模式 */
if ((recvbytes = recv(sockfd, rcv_buf, MAXDATASIZE, )) == -)
{
perror("recv:");
exit();
} rcv_buf[recvbytes] = '\0';
printf("recv:%s\n", rcv_buf); close(sockfd);
return ;
}

显然,代码中的connect,send,,recv都是同步阻塞工作模式,在结果没有返回时,程序什么也不做,这种模型非常经典,也被广泛使用

. 优势
在于非常简单,等待的过程中占用的系统资源微乎其微,程序调用返回时,必定可以拿到数据 . 缺点
程序在数据到来并准备好以前,不能进行其他操作,需要有一个线程专门用于等待,这种代价对于需要处理大量连接的服务器而言,是很难接受的

0x2: 同步非阻塞模型

同步阻塞I/O的一种效率稍低的变种是同步非阻塞I/O,在这种模型中,系统调用是以非阻塞的形式打开的。这意味着I/O操作不会立即完成, 操作可能会返回一个错误代码,说明这个命令不能立即满足(EAGAIN或EWOULDBLOCK),非阻塞的实现是I/O命令可能并不会立即满足,需要应用程序调用许多次来等待操作完成。这可能效率不高,因为在很多情况下,当内核执行这个命令时,应用程序必须要进行忙碌等待,直到数据可用为止,或者试图执行其他工作。因为数据在内核中变为可用到用户调用read返回数据之间存在一定的间隔,这会导致整体数据吞吐量的降低

Linux Network IO Model、Socket IO Model - select、poll、epoll

#include <stdio.h>
#include <stdlib.h>
#include <sys/socket.h>
#include <sys/types.h>
#include <errno.h>
#include <netdb.h>
#include <string.h>
#include <unistd.h>
#include <fcntl.h> #define SERVPORT 80
#define MAXDATASIZE 100 int main(int argc, char *argv[])
{
int sockfd, recvbytes;
char rcv_buf[MAXDATASIZE]; /*./client 127.0.0.1 hello */
char snd_buf[MAXDATASIZE];
struct hostent *host; /* struct hostent
* {
* char *h_name; // general hostname
* char **h_aliases; // hostname's alias
* int h_addrtype; // AF_INET
* int h_length;
* char **h_addr_list;
* };
*/ struct sockaddr_in server_addr;
int flags;
int addr_len; if (argc < )
{
printf("Usage:%s [ip address] [any string]\n", argv[]);
return ;
} *snd_buf = '\0';
strcat(snd_buf, argv[]); if ((sockfd = socket(AF_INET, SOCK_STREAM, )) == -)
{
perror("socket:");
exit();
} server_addr.sin_family = AF_INET;
server_addr.sin_port = htons(SERVPORT);
inet_pton(AF_INET, argv[], &server_addr.sin_addr);
memset(&(server_addr.sin_zero), , );
addr_len = sizeof(struct sockaddr_in); /* Setting socket to nonblock */
flags = fcntl(sockfd, F_GETFL, );
fcntl(sockfd, flags|O_NONBLOCK); /* create the connection by socket
* means that connect "sockfd" to "server_addr"
* 同步阻塞模式
*/
if (connect(sockfd, (struct sockaddr *)&server_addr, sizeof(struct sockaddr)) == -)
{
perror("connect");
exit();
} /* 同步非阻塞模式 */
while (send(sockfd, snd_buf, sizeof(snd_buf), MSG_DONTWAIT) == -)
{
sleep();
printf("sleep\n");
}
printf("send:%s\n", snd_buf); /* 同步非阻塞模式 */
while ((recvbytes = recv(sockfd, rcv_buf, MAXDATASIZE, MSG_DONTWAIT)) == -)
{
sleep();
printf("sleep\n");
} rcv_buf[recvbytes] = '\0';
printf("recv:%s\n", rcv_buf); close(sockfd);
return ;
}

这种模式在没有数据可以接收时,可以进行其他的一些操作,比如有多个socket时,可以去查看其他socket有没有可以接收的数据
实际应用中,这种I/O模型的直接使用并不常见,因为它需要不停的查询,而这些查询大部分会是无必要的调用,白白浪费了系统资源
非阻塞I/O应该算是一个铺垫,为I/O复用和信号驱动奠定了非阻塞使用的基础

while()
{
非阻塞read(设备1);
if(设备1有数据到达)
处理数据; 非阻塞read(设备2);
if(设备2有数据到达)
处理数据;
..............................
}

0x3: I/O复用(异步阻塞)模式

在这种模型中,配置的是非阻塞I/O,然后使用阻塞select系统调用来确定一个I/O描述符何时有操作。对于select调用来说非常有趣的是它可以用来为多个描述符提供通知,而不仅仅为一个描述符提供通知。于每个提示符来说,我们可以请求这个描述符可以写数据、有读数据可用以及是否发生错误的通知。I/O复用模型能让一个或多个socket可读或可写准备好时,应用能被通知到

Linux Network IO Model、Socket IO Model - select、poll、epoll

#include <stdio.h>
#include <stdlib.h>
#include <sys/socket.h>
#include <sys/select.h>
#include <sys/time.h>
#include <netdb.h>
#include <string.h> #include <sys/types.h>
#include <sys/stat.h>
#include <fcntl.h>
#define SERVPORT 80
#define MAXDATASIZE 100
#define TFILE "data_from_socket.txt" int main(int argc, char *argv[])
{
int sockfd, recvbytes;
char rcv_buf[MAXDATASIZE]; /*./client 127.0.0.1 hello */
char snd_buf[MAXDATASIZE];
struct hostent *host;
/* struct hostent
* {
* char *h_name; // general hostname
* char **h_aliases; // hostname's alias
* int h_addrtype; // AF_INET
* int h_length;
* char **h_addr_list;
* };
*/
struct sockaddr_in server_addr; /* */
fd_set readset, writeset;
int check_timeval = ;
struct timeval timeout={check_timeval,}; //阻塞式select, 等待1秒,1秒轮询
int maxfd;
int fp;
int cir_count = ;
int ret; if (argc < )
{
printf("Usage:%s [ip address] [any string]\n", argv[]);
return ;
} *snd_buf = '\0';
strcat(snd_buf, argv[]); if ((fp = open(TFILE,O_WRONLY)) < ) //不是用fopen
{
perror("fopen:");
exit();
} if ((sockfd = socket(AF_INET, SOCK_STREAM, )) == -)
{
perror("socket:");
exit();
} server_addr.sin_family = AF_INET;
server_addr.sin_port = htons(SERVPORT);
inet_pton(AF_INET, argv[], &server_addr.sin_addr);
memset(&(server_addr.sin_zero), , ); /* create the connection by socket
* means that connect "sockfd" to "server_addr"
*/
if (connect(sockfd, (struct sockaddr *)&server_addr, sizeof(struct sockaddr)) == -)
{
perror("connect");
exit();
} /**/
if (send(sockfd, snd_buf, sizeof(snd_buf), ) == -)
{
perror("send:");
exit();
}
printf("send:%s\n", snd_buf); while ()
{
FD_ZERO(&readset); //每次循环都要清空集合,否则不能检测描述符变化
FD_SET(sockfd, &readset); //添加描述符
FD_ZERO(&writeset);
FD_SET(fp, &writeset); maxfd = sockfd > fp ? (sockfd+) : (fp+); //描述符最大值加1 ret = select(maxfd, &readset, NULL, NULL, NULL); // 阻塞模式
switch( ret)
{
case -:
exit(-);
break;
case :
break;
default:
if (FD_ISSET(sockfd, &readset)) //测试sock是否可读,即是否网络上有数据
{
recvbytes = recv(sockfd, rcv_buf, MAXDATASIZE, MSG_DONTWAIT);
rcv_buf[recvbytes] = '\0';
printf("recv:%s\n", rcv_buf); if (FD_ISSET(fp, &writeset))
{
write(fp, rcv_buf, strlen(rcv_buf)); // 不是用fwrite
}
goto end;
}
}
cir_count++;
printf("CNT : %d \n",cir_count);
} end:
close(fp);
close(sockfd); return ;
} perl实现:
#! /usr/bin/perl
###############################################################################
# \File
# tcp_client.pl
# \Descript
# send message to server
###############################################################################
use IO::Socket;
use IO::Select; #hash to install IP Port
%srv_info =(
#"srv_ip" => "61.184.93.197",
"srv_ip" => "192.168.1.73",
"srv_port"=> "",
); my $srv_addr = $srv_info{"srv_ip"};
my $srv_port = $srv_info{"srv_port"}; my $sock = IO::Socket::INET->new(
PeerAddr => "$srv_addr",
PeerPort => "$srv_port",
Type => SOCK_STREAM,
Blocking => ,
# Timeout => ,
Proto => "tcp")
or die "Can not create socket connect. $@"; $sock->send("Hello server!\n", ) or warn "send failed: $!, $@";
$sock->autoflush(); my $sel = IO::Select->new($sock);
while(my @ready = $sel->can_read)
{
foreach my $fh(@ready)
{
if($fh == $sock)
{
while()
{
print $_;
}
$sel->remove($fh);
close $fh;
}
}
}
$sock->close();

用select来管理多个I/O,当没有数据时select阻塞,如果在超时时间内数据到来则select返回,再调用recv进行数据的复制,recv返回后处理数据

0x4: 信号驱动I/O模型

我们也可以用信号,让内核在描述字就绪时发送SIGIO信号通知我们

. 首先开启套接口的信号驱动 I/O功能,并通过sigaction系统调用安装一个信号处理函数
. 该系统调用将立即返回,我们的进程继续工作,也就是说没被阻塞
. 当数据报准备好读取时,内核就为该进程产生一个SIGIO信号
. 我们随后既可以在信号处理函数中调用recvfrom读取数据报,并通知主循环数据已准备好待处理,也可以立即通知主循环,让它读取数据报

Linux Network IO Model、Socket IO Model - select、poll、epoll

服务端

#include <stdio.h>
#include <sys/types.h>
#include <sys/socket.h>
#include <netinet/in.h>
#include <string.h>
#include <unistd.h>
#include <signal.h>
#include <fcntl.h> int listenfd1; void do_sigio(int sig)
{
int clifd, clilen;
struct sockaddr_in cli_addr;
char buffer[]; clifd = accept(listenfd1, (struct sockaddr *) &cli_addr, &clilen);
bzero(buffer, );
read(clifd, buffer, );
printf("Listenfd1 Message%s\r\n", buffer);
} int main(int argc, char *argv[])
{
//绑定监听7779端口的fd
struct sockaddr_in serv_addr1;
listenfd1 = socket(AF_INET, SOCK_DGRAM, ); bzero((char *) &serv_addr1, sizeof(serv_addr1));
serv_addr1.sin_family = AF_INET;
serv_addr1.sin_port = htons();
serv_addr1.sin_addr.s_addr = INADDR_ANY; struct sigaction sigio_action;
memset(&sigio_action, , sizeof(sigio_action));
sigio_action.sa_flags = ;
sigio_action.sa_handler = do_sigio;
sigaction(SIGIO, &sigio_action, NULL); fcntl(listenfd1, F_SETOWN, getpid());
int flags;
flags = fcntl(listenfd1, F_GETFL, );
flags |= O_ASYNC | O_NONBLOCK;
fcntl(listenfd1, F_SETFL, flags); bind(listenfd1, (struct sockaddr *) &serv_addr1, sizeof(serv_addr1)); while();
close(listenfd1); return ;
}

客户端

//客户端
#include <stdio.h>
#include <sys/socket.h>
#include <sys/types.h>
#include <netinet/in.h>
#include <string.h>
#include <unistd.h> int main(int argc, char* argv[])
{
int socketfd, n;
socketfd = socket(AF_INET, SOCK_DGRAM, ); struct sockaddr_in serv_addr; bzero((char *)&serv_addr, sizeof(serv_addr));
serv_addr.sin_family = AF_INET;
serv_addr.sin_port = htons(); connect(socketfd,(struct sockaddr *) &serv_addr, sizeof(serv_addr)); write(socketfd, "client message", );
return ; }

0x5: 异步非阻塞模式

linux下的asynchronous IO其实用得很少。与前面的信号驱动模型的主要区别在于

. 信号驱动I/O是由内核通知我们何时可以启动一个I/O操作
. 异步I/O模型是由内核通知我们I/O操作何时完成(是一种等待模式的完全解放)

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*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" alt="" />

client

#include <stdio.h>
#include <stdlib.h>
#include <sys/socket.h>
#include <sys/select.h>
#include <sys/time.h>
#include <netdb.h>
#include <string.h> #include <sys/types.h>
#include <sys/stat.h>
#include <fcntl.h>
#define SERVPORT 80
#define MAXDATASIZE 100
#define TFILE "data_from_socket.txt" int main(int argc, char *argv[])
{
int sockfd, recvbytes;
char rcv_buf[MAXDATASIZE]; /*./client 127.0.0.1 hello */
char snd_buf[MAXDATASIZE];
struct hostent *host; /* struct hostent
* {
* char *h_name; // general hostname
* char **h_aliases; // hostname's alias
* int h_addrtype; // AF_INET
* int h_length;
* char **h_addr_list;
* };
*/
struct sockaddr_in server_addr; /* */
fd_set readset, writeset;
int check_timeval = ;
struct timeval timeout={check_timeval,}; //阻塞式select, 等待1秒,1秒轮询
int maxfd;
int fp;
int cir_count = ;
int ret; if (argc < )
{
printf("Usage:%s [ip address] [any string]\n", argv[]);
return ;
} *snd_buf = '\0';
strcat(snd_buf, argv[]); if ((fp = open(TFILE,O_WRONLY)) < ) //不是用fopen
{
perror("fopen:");
exit();
} if ((sockfd = socket(AF_INET, SOCK_STREAM, )) == -)
{
perror("socket:");
exit();
} server_addr.sin_family = AF_INET;
server_addr.sin_port = htons(SERVPORT);
inet_pton(AF_INET, argv[], &server_addr.sin_addr);
memset(&(server_addr.sin_zero), , ); /* create the connection by socket
* means that connect "sockfd" to "server_addr"
*/
if (connect(sockfd, (struct sockaddr *)&server_addr, sizeof(struct sockaddr)) == -)
{
perror("connect");
exit();
} /**/
if (send(sockfd, snd_buf, sizeof(snd_buf), ) == -)
{
perror("send:");
exit();
}
printf("send:%s\n", snd_buf); while ()
{
FD_ZERO(&readset); //每次循环都要清空集合,否则不能检测描述符变化
FD_SET(sockfd, &readset); //添加描述符
FD_ZERO(&writeset);
FD_SET(fp, &writeset); maxfd = sockfd > fp ? (sockfd+) : (fp+); //描述符最大值加1 ret = select(maxfd, &readset, NULL, NULL, &timeout); // 非阻塞模式
switch( ret)
{
case -:
exit(-);
break;
case :
break;
default:
if (FD_ISSET(sockfd, &readset)) //测试sock是否可读,即是否网络上有数据
{
recvbytes = recv(sockfd, rcv_buf, MAXDATASIZE, MSG_DONTWAIT);
rcv_buf[recvbytes] = '\0';
printf("recv:%s\n", rcv_buf); if (FD_ISSET(fp, &writeset))
{
write(fp, rcv_buf, strlen(rcv_buf)); // 不是用fwrite
}
goto end;
}
}
timeout.tv_sec = check_timeval; // 必须重新设置,因为超时时间到后会将其置零 cir_count++;
printf("CNT : %d \n",cir_count);
} end:
close(fp);
close(sockfd); return ;
}

server

#include <stdio.h>
#include <sys/socket.h>
#include <sys/types.h>
#include <netinet/in.h>
#include <arpa/inet.h>
#include <string.h>
#include <stdlib.h>
#define SERVPORT 80
#define BACKLOG 10 // max numbef of client connection
#define MAXDATASIZE 100 int main(char argc, char *argv[])
{
int sockfd, client_fd, addr_size, recvbytes;
char rcv_buf[MAXDATASIZE], snd_buf[MAXDATASIZE];
char* val;
struct sockaddr_in server_addr;
struct sockaddr_in client_addr;
int bReuseaddr = ; char IPdotdec[]; /* create a new socket and regiter it to os .
* SOCK_STREAM means that supply tcp service,
* and must connect() before data transfort.
*/
if ((sockfd = socket(AF_INET, SOCK_STREAM, )) == -)
{
perror("socket:");
exit();
} /* setting server's socket */
server_addr.sin_family = AF_INET; // IPv4 network protocol
server_addr.sin_port = htons(SERVPORT);
server_addr.sin_addr.s_addr = INADDR_ANY; // auto IP detect
memset(&(server_addr.sin_zero),, ); setsockopt(sockfd, SOL_SOCKET, SO_REUSEADDR, (const char*)&bReuseaddr, sizeof(int));
if (bind(sockfd, (struct sockaddr*)&server_addr, sizeof(struct sockaddr))== -)
{
perror("bind:");
exit();
} /*
* watting for connection ,
* and server permit to recive the requestion from sockfd
*/
if (listen(sockfd, BACKLOG) == -) // BACKLOG assign thd max number of connection
{
perror("listen:");
exit();
} while()
{
addr_size = sizeof(struct sockaddr_in); /*
* accept the sockfd's connection,
* return an new socket and assign far host to client_addr
*/
printf("watting for connect...\n");
if ((client_fd = accept(sockfd, (struct sockaddr *)&client_addr, &addr_size)) == -)
{
/* Nonblocking mode */
perror("accept:");
continue;
} /* network-digital to ip address */
inet_ntop(AF_INET, (void*)&client_addr, IPdotdec, );
printf("connetion from:%d : %s\n",client_addr.sin_addr, IPdotdec); //if (!fork())
{
/* child process handle with the client connection */ /* recive the client's data by client_fd */
if ((recvbytes = recv(client_fd, rcv_buf, MAXDATASIZE, )) == -)
{
perror("recv:");
exit();
}
rcv_buf[recvbytes]='\0';
printf("recv:%s\n", rcv_buf); *snd_buf='\0';
strcat(snd_buf, "welcome"); sleep();
/* send the message to far-hosts by client_fd */
if (send(client_fd, snd_buf, strlen(snd_buf), ) == -)
{
perror("send:");
exit();
}
printf("send:%s\n", snd_buf); close(client_fd);
//exit(1);
} //close(client_fd);
} return ;
}

steps:

. 调用read
. read请求会立即返回,说明请求已经成功发起了
. 在后台完成读操作这段时间内,应用程序可以执行其他处理操作
. 当 read 的响应到达时,就会产生一个信号或执行一个基于线程的回调函数来完成这次I/O处理过程

用户进程发起read操作之后,立刻就可以开始去做其它的事
而另一方面,从kernel的角度,当它受到一个asynchronous read之后,首先它会立刻返回,所以不会对用户进程产生任何block
然后,kernel会等待数据准备完成,然后将数据拷贝到用户内存,当这一切都完成之后,kernel会给用户进程发送一个signal,告诉它read操作完成了

Relevant Link:

http://www.cnblogs.com/yjf512/archive/2012/06/05/2536005.html
http://www.cnblogs.com/yjf512/archive/2012/06/07/2539755.html
http://www.cnblogs.com/yjf512/archive/2012/06/11/2545615.html
http://blog.chinaunix.net/uid-26000296-id-4100620.html

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