{"data":{"allMarkdownRemark":{"edges":[{"node":{"id":"588b2b03-a726-5249-9d5a-975640153a62","frontmatter":{"category":"Architecture","title":"Evolution of SPA approach at AUTO1","date":"2019-04-11","summary":"Building single-page applications","thumbnail":null,"authorName":"Oleg Tudoran","authorDescription":"Software Engineer","authorAvatar":{"relativePath":"pages/spa-evolution/avatar.jpg","childImageSharp":{"resolutions":{"base64":"data:image/jpeg;base64,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","width":50,"height":50,"src":"/static/24ab1ea711b3329ac0f7f0d8386d0c6c/d2d31/avatar.jpg","srcSet":"/static/24ab1ea711b3329ac0f7f0d8386d0c6c/d2d31/avatar.jpg 1x,\n/static/24ab1ea711b3329ac0f7f0d8386d0c6c/0b804/avatar.jpg 1.5x,\n/static/24ab1ea711b3329ac0f7f0d8386d0c6c/753c3/avatar.jpg 2x,\n/static/24ab1ea711b3329ac0f7f0d8386d0c6c/31ca8/avatar.jpg 3x"}}},"headerImage":{"relativePath":"pages/spa-evolution/spa-winding-road-evolution.png","childImageSharp":{"resolutions":{"base64":"data:image/png;base64,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","width":1200,"height":630,"src":"/static/f11171542efa1c6ff84e967a0df8a206/6e93c/spa-winding-road-evolution.png","srcSet":"/static/f11171542efa1c6ff84e967a0df8a206/6e93c/spa-winding-road-evolution.png 1x"}}}},"html":"<p>Here, at <a href=\"https://auto1-group.com\">AUTO1 Group</a>, <strong>we are growing</strong>. Not only in terms of company size, number of employees, revenues, etc, but also in terms of database size, amount of servers, lines of code in applications, amount of accessible pages. For supporting this growing codebase we are adopting new approaches and new technologies. Different innovations were already introduced, but today I want to tell You about switch of a paradigm from MVC to SPA, and how implementation of SPA approach evolved.</p>\n<h2>MVC approach</h2>\n<p>We have our internal application, called <em>Admin</em>, which is heavily used by hundreds of colleagues in many countries. Historically, it was written as a monolith php application, based on Silex (and later Symfony) frameworks (some overview is present in <a href=\"https://auto1.tech/vigolante/\">this blog article</a>). <em>Admin</em> application had architectural layers, which fell into a concept of <em>Model-View-Controller</em> (<a href=\"https://en.wikipedia.org/wiki/Model%E2%80%93view%E2%80%93controller\">MVC</a>). The <em>View</em> part, which is in essence the HTML code of all pages, was prepared on web-server using TWIG templates. Usually, one developer was working on both back-end and front-end implementations of web-page. That was called <code class=\"language-text\">Full Stack development</code>.</p>\n<p>Downside of such approach became obvious when first HTML tables with complex internal structure were implemented. Lets take as an example a page that displays hundreds of cars, provides pagination, possibility to edit data, shows aggregated results, etc. Such page consists of static components (navigational menu, list of available locales, information about current user, html-template, that renders appearance of the page, etc) and dynamic components (information about cars). This kind of web-page is <code class=\"language-text\">hard to build for a single person</code>. Knowing that development cycle of such complex pages could be split between several software engineers, we divided responsibilities between back- and front-end developers. We decided to generate the <code class=\"language-text\">View</code> part of MVC architecture in client's browser instead of application's server.</p>\n<p>And this was exactly the case, that fitted well into SPA paradigm.</p>\n<h2>SPA paradigm</h2>\n<p><em>SPA</em> stands for <em>Single-Page Applications</em> - an architectural paradigm, that divides elements of the page into static and dynamic.  Static elements of the page (such as page layout, navigational menu, user information) should be loaded into client's browser only once per user session. The page layout rarely changes.  On the contrary, dynamic components of the page can be updated continuously.</p>\n<p>Regardless of the technologies involved for rendering a page in client's browser, main difference between SPA and non-SPA approaches is whether a browser <code class=\"language-text\">requests each time full page content</code> (including static content, such as layout, menus, etc), or it <code class=\"language-text\">requests only the important (dynamic) content</code>. This difference can be seen in a diagram below.</p>\n<p><a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/99908d8f36bcb222572f33850246a4f6/c9722/TraditionalVsSPAPageLifecycle.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 590px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 111.53415453527435%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n    ></span>\n    <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;box-shadow:inset 0px 0px 0px 400px white;\"\n        alt=\"Traditional vs SPA\"\n        title=\"Traditional Page Lifecycle vs SPA Lifecycle\"\n        src=\"/static/99908d8f36bcb222572f33850246a4f6/40fad/TraditionalVsSPAPageLifecycle.png\"\n        srcset=\"/static/99908d8f36bcb222572f33850246a4f6/707e9/TraditionalVsSPAPageLifecycle.png 148w,\n/static/99908d8f36bcb222572f33850246a4f6/649e0/TraditionalVsSPAPageLifecycle.png 295w,\n/static/99908d8f36bcb222572f33850246a4f6/40fad/TraditionalVsSPAPageLifecycle.png 590w,\n/static/99908d8f36bcb222572f33850246a4f6/b3fef/TraditionalVsSPAPageLifecycle.png 885w,\n/static/99908d8f36bcb222572f33850246a4f6/c9722/TraditionalVsSPAPageLifecycle.png 893w\"\n        sizes=\"(max-width: 590px) 100vw, 590px\"\n      />\n  </span>\n  </a></p>\n<p>First picture represents traditional request where full page contents are passed from web-server to a browser on each request. Second picture illustrates SPA approach: full page content is fetched only once, afterwords only dynamic content is downloaded and full page reload does not happen.</p>\n<h2>SPA evolution in AUTO1</h2>\n<p>Starting from a monolith application, where HTML was rendered on a server-side, we gradually moved to our current state, where a separate application serves SPA for us. But let's go step by step.</p>\n<h3>From Monolith to php-rendered SPA</h3>\n<p>Adopting of new front-end technologies, such as JavaScript library <a href=\"https://reactjs.org/\">React</a>, allowed us to start building first SPA pages. React code is executed in the web-browser. Front-end (React) developers became responsible for all the visual representation of a web-page.</p>\n<p>For organic integration with new technology we updated existing workflow of generating HTML of the page. Specifically, we introduced several new endpoints, that provided essential information for rendering HTML page layout. Those endpoints were:</p>\n<ul>\n<li>GET /menu - returned JSON-encoded structure for rendering navigational menu</li>\n<li>GET /locales - returned JSON-encoded list of available language and country settings</li>\n<li>GET /user/{id} - returned JSON-encoded data about current user</li>\n</ul>\n<p>Front-end developers wrote <a href=\"https://reactjs.org/\">React</a> code, which could fetch data from aforementioned endpoints and render HTML5-compliant page layout.</p>\n<p>Now we needed a way to pass this React code from web-server to client's browser during initial page load!</p>\n<p>This was achieved by introducing of what we call SPA-controller: set of php application's code (written with <a href=\"https://symfony.com/\">Symfony</a> framework), which returned very basic standard html template that contained latest version of the React code. Being executed in the browser, this code rendered HTML contents of specific SPA page.</p>\n<p><code class=\"language-text\">Under the hood</code> of SPA controller we implemented such functionality:</p>\n<ul>\n<li>based on request URL, define exactly which SPA page layout was requested</li>\n<li>check if we already have this HTML-template cached</li>\n<li>\n<p>(if template was not cached, or TTL of the cache is over) do a request to CDN, that contains actual version of front-end assets</p>\n<ul>\n<li>put new HTML-template into cache</li>\n</ul>\n</li>\n<li>return HTML-template of SPA index page to a requesting browser</li>\n</ul>\n<p>The response contains lightweight HTML similar to this:</p>\n<div class=\"gatsby-highlight\" data-language=\"html\"><pre class=\"language-html\"><code class=\"language-html\"><span class=\"token doctype\"><span class=\"token punctuation\">&lt;!</span><span class=\"token doctype-tag\">doctype</span> <span class=\"token name\">html</span><span class=\"token punctuation\">></span></span>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>html</span><span class=\"token punctuation\">></span></span>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>head</span><span class=\"token punctuation\">></span></span>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>meta</span> <span class=\"token attr-name\">charset</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>utf-8<span class=\"token punctuation\">\"</span></span><span class=\"token punctuation\">></span></span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>meta</span> <span class=\"token attr-name\">http-equiv</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>x-ua-compatible<span class=\"token punctuation\">\"</span></span> <span class=\"token attr-name\">content</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>ie=edge<span class=\"token punctuation\">\"</span></span><span class=\"token punctuation\">></span></span>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>meta</span> <span class=\"token attr-name\">name</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>viewport<span class=\"token punctuation\">\"</span></span> <span class=\"token attr-name\">content</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>width=device-width,initial-scale=1,shrink-to-fit=no<span class=\"token punctuation\">\"</span></span><span class=\"token punctuation\">></span></span>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>title</span><span class=\"token punctuation\">></span></span>SPA index<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;/</span>title</span><span class=\"token punctuation\">></span></span>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>link</span> <span class=\"token attr-name\">href</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>https://cdn.xyz.de/1.2.3/main.css<span class=\"token punctuation\">\"</span></span> <span class=\"token attr-name\">rel</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>stylesheet<span class=\"token punctuation\">\"</span></span><span class=\"token punctuation\">></span></span>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;/</span>head</span><span class=\"token punctuation\">></span></span>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>body</span><span class=\"token punctuation\">></span></span>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>noscript</span><span class=\"token punctuation\">></span></span>You need to enable JavaScript to run this app.<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;/</span>noscript</span><span class=\"token punctuation\">></span></span>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>div</span> <span class=\"token attr-name\">id</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>app<span class=\"token punctuation\">\"</span></span><span class=\"token punctuation\">></span></span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;/</span>div</span><span class=\"token punctuation\">></span></span>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;</span>script</span> <span class=\"token attr-name\">type</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>text/javascript<span class=\"token punctuation\">\"</span></span> <span class=\"token attr-name\">src</span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">=</span><span class=\"token punctuation\">\"</span>https://cdn.xyz.de/1.2.3/main.js<span class=\"token punctuation\">\"</span></span><span class=\"token punctuation\">></span></span><span class=\"token script\"></span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;/</span>script</span><span class=\"token punctuation\">></span></span>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;/</span>body</span><span class=\"token punctuation\">></span></span>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;/</span>html</span><span class=\"token punctuation\">></span></span></code></pre></div>\n<p>As You can see, SPA index page contains none of the data that should be shown on a page. This data will come as a result of subsequent requests.\nStages of building SPA page are illustrated in the diagram (notice 3 phases):</p>\n<p><a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/e5d2e836bb8bf89ae91ffab228f6e013/d9801/3phasesOfSPAPage.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 590px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 132.49566724436744%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAaCAYAAAC3g3x9AAAACXBIWXMAAAsSAAALEgHS3X78AAAGI0lEQVRIx41VaVBTVxSOYLVKdVRAQTu2g+DS0TraaZUfbSnj6NipdaYzHevWTrHjglqVcbe41a0ILggoEhSs7BAgbCGELIQskLBEdhIIECALIeFlhbzl9l4WI9Xp9Mx8c959957v3XPOd++j2ex24BwdBVabDWBWKxjBMBJAM5uxczRoY2NOT+SDVm+cA53nJLzgkhm0d5nQ4SDTcJzKnkQmQbgq4Oo6neEsmmdIZLOm1v6w68Dnu/cfDtm4eftSNE54FD3L6iC2ECTYAUO+czhHQ2klo6PkAzhKAICKh/4RAHgW9FKj6dQU0ewVeTNyS2sTyrhyopwnB4xSiepKTHZIxN513vVKh8NkA+OGWWzDNBYkjIODpxRFQYDHFEUgQqGyKzUnI+unXGbRr388yFhdIXw1IKnrBAJpi10kV4L0gurr6GP6IXOsacT6zGq1JRuGTFH/JqQgIZ4DxzyV+kb1nfu7Gv9Ov8BNSj/EFTcpxbJWQlTbYuFWK8DzLO5xyDdrcFCrhXDpdPox47BZiVLGYcokTJmEKZOxAIxlQEKxfuiMIPysTwe7Yk0anRFcUaUwK9o0oLZBCQoqFCCGXlF/+W72PL3B+IW6dyCkVzP4tbKrbxOtFgbnQhROAj1XTzTl0uvObX02s4xbd58rUqTxRIqkJy+5nHt0dlNkdL73W13u7OoJbelQhbYqu0PbIKD/pl2l3qpo7lyO5rNTMj1p/2FtKq2nXm/00EGoewY8aE6nU2CzWqsIHB8HSeA8h9NZr9GZ9qAApLd5C5fNXbJs1XJf/6Ctvv4rdyz2Dwzw8lowb4o0q0js/gKYNKRmAsLpck1IYMRy4Y2NvOcx08sP+rlI1BC+ASs/m48mfJYE0DZtO+9e2WSx4N0OB9FlNhNtQ0NEn83m6iZw0DCoS2IXle4SiiTHIL8PjRb8/vkr9w9G3oj9/cjpmA0o9vbtOx5v1UA2MkIqTSbQrNdT9f39AD7jSsjAVvddZ+WXHGAWl8WyONUnSyrrxFLYYbG8HRSxaxzPsgTfovi0/GqPc3eL3YSNJhNZYzSCRKjBJCRskhwXtqxf+zQ/M28Pm8M7lJbHCy0XNOqqpK0ET9xsgQAZhaIIFJ9TLPGsEQnchO1whx0YhgRNJcLjB/U4Lmxhr+YmM7fwUC6j8CGzrOoiT9TUL5a34mJZi62cXw+SMvgHUfxLhnDmtJRFsH4FBEE+hn15MiFuPG1ih8nFDOZxkUR6uaBMvJMjVGCv2vuBrFEF8soVIDqJ3RN5r/CD8Vo+LnPfPHyCAHRIgE5HOkQqBeuHxN2jucYp5fzILGbd5PAk4UUV8iMsfkNEOb8hPP5F5cO7T1mpp/9Mn404bsYVuXfYpzPs7TEY96l0hn0q/RDCXvgc1tSh/oT2Pyz6uXj6C6fdzrFjGId0uTgUAu5iOx0Oab/evGtSpx5bt++ctXptsLePX2Cwt1/QVx+tWO+7dv3mOVMccamV04UNswQ4BJK0HcfHhW02YZGT855+H66a6+MfFOC9+OOA+QuXBi1eujJw4ZKgRWh+0ZJA2vdhj94QNobhXTYb0Tk8TDTrdEQ3ho32osvBYDz5jgx9IZa+vjN2/vb2b6DOYiE1FgvoGxqiurVaYMQwYgDJRqu/28uoCeiT6zYAM5hLz+TuLyitkkAJydIYvPirsSzviXQ500kbzGZSBk+KliSpUXSWobCHoa/qGYh/lBMb8YAdHxNdTI9g8RtHZK96QFVNGxDKVOBFrvAEis9kij2jElluwlZIqDKbgQkR2mwUbAw+hnY4aLh6JD5sW0TJmbAz2bfCBJImfW19u0sib7UKJAqQzRSNCzu7SDxd2FV2O8HEcXIEihtQFKnu6HDBegKp1kBPSU8+ksbOOn/rBX1HOV+hFck7AV/cTBaU14F7yRXxKD63RDrjr8RyNyG6ndHJQHWzo2ZoNEAFvcJsu7Qubs2XISVbfv4l+/gxvuhVg7SurQvusIWeybfeS2bbL0YxFo6flIQSdx2b1X3hdeq+owK15mhlV+9RkdYQXjugi6hVtG58M5OLUTnzrt3PX3DjYZ7XqZsFQYcv53yK3qcwFbTdJ1Jer/sHgu6DalJSLToAAAAASUVORK5CYII='); background-size: cover; display: block;\"\n    ></span>\n    <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;box-shadow:inset 0px 0px 0px 400px white;\"\n        alt=\"3 phases of SPA page load\"\n        title=\"3 phases of rendering SPA page\"\n        src=\"/static/e5d2e836bb8bf89ae91ffab228f6e013/40fad/3phasesOfSPAPage.png\"\n        srcset=\"/static/e5d2e836bb8bf89ae91ffab228f6e013/707e9/3phasesOfSPAPage.png 148w,\n/static/e5d2e836bb8bf89ae91ffab228f6e013/649e0/3phasesOfSPAPage.png 295w,\n/static/e5d2e836bb8bf89ae91ffab228f6e013/40fad/3phasesOfSPAPage.png 590w,\n/static/e5d2e836bb8bf89ae91ffab228f6e013/b3fef/3phasesOfSPAPage.png 885w,\n/static/e5d2e836bb8bf89ae91ffab228f6e013/d9801/3phasesOfSPAPage.png 1154w\"\n        sizes=\"(max-width: 590px) 100vw, 590px\"\n      />\n  </span>\n  </a></p>\n<p>Page lifecycle consists of 3 phases:</p>\n<ul>\n<li>fetch SPA index and render empty HTML container</li>\n<li>fetch data about static page components and render a layout of the page</li>\n<li>fetch main content of the page and build it into existing layout</li>\n</ul>\n<p>This approach, regardless of its increased amount of requests, actually resulted in a faster page load times, mostly because caching of SPA index was introduced and because web-server did not render HTML code anymore (this responsibility was moved to the React application code, that was executed on the client-side in web-browser).</p>\n<p>Overtime we noticed drawbacks with this approach: actual SPA version was hardcoded in a config file in php code and full php application required re-deploy each time, when a new version of React code was introduced. Deployment of a big monolith application to production environment was slow, also release notes were meaningless and annoying. </p>\n<h3>Moving SPA index outside of monolith</h3>\n<p>Having understood that keeping a reference to a latest SPA version in the code of main application was causing real problems, we started thinking about another possibilities.</p>\n<p>The most promising was idea to create a standalone application, whose single responsibility would be to serve latest version of SPA index page to authorized users. Expected benefits were:</p>\n<ul>\n<li>decreased time of delivering information about new SPA version to a production environment</li>\n<li>decreasing time of serving SPA index page</li>\n<li>utilize web-browser's capabilities, such as <a href=\"https://developer.mozilla.org/en-US/docs/Web/HTTP/Caching\">HTTP caching</a></li>\n</ul>\n<p>As a result, we implemented a <a href=\"https://golang.org/\">Golang</a> application, that did exactly the same, as it's predecessor-monolith, but outside of php environment. The current page lifecycle started to look like this:</p>\n<p><a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/a4e563c6b73722bb48a1f8147604cacc/efe7c/SPAFromStandaloneApp.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 590px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 41.98606271777003%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n    ></span>\n    <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;box-shadow:inset 0px 0px 0px 400px white;\"\n        alt=\"SPA index served by standalone application\"\n        title=\"SPA page is served from standalone application\"\n        src=\"/static/a4e563c6b73722bb48a1f8147604cacc/40fad/SPAFromStandaloneApp.png\"\n        srcset=\"/static/a4e563c6b73722bb48a1f8147604cacc/707e9/SPAFromStandaloneApp.png 148w,\n/static/a4e563c6b73722bb48a1f8147604cacc/649e0/SPAFromStandaloneApp.png 295w,\n/static/a4e563c6b73722bb48a1f8147604cacc/40fad/SPAFromStandaloneApp.png 590w,\n/static/a4e563c6b73722bb48a1f8147604cacc/b3fef/SPAFromStandaloneApp.png 885w,\n/static/a4e563c6b73722bb48a1f8147604cacc/efe7c/SPAFromStandaloneApp.png 1148w\"\n        sizes=\"(max-width: 590px) 100vw, 590px\"\n      />\n  </span>\n  </a></p>\n<p>Now, initial request to fetch SPA index was re-routed to a standalone application, that served the same HTML, as we have seen above.\nAll other phases of SPA page lifecycle did not change.</p>\n<h2>Current state of rendering SPA pages</h2>\n<p>Implementing of a separate application, that serves SPA index pages, brought us several significant improvements in a page load lifecycle:</p>\n<ul>\n<li>SPA index page is returned significantly faster - <em>80-90 milliseconds instead of 1200-1500</em> milliseconds in old world</li>\n<li>time to deploy to production environment decreased almost 10 times (and now it is <em>under 4 minutes</em>)</li>\n<li>moving of configuration parameter outside of monolith allowed our front-end engineers to be able to <em>update version of SPA index directly</em>, without help of back-end guys</li>\n<li>additional configuration improvements allowed us to <em>gradually release feature</em> (allow switching to a new way of fetching SPA index one page by one) without a risk of braking full application</li>\n<li>automated support of <em>multiple development environments</em> was introduced ot of the box</li>\n<li>fine tuning of HTTP caching parameters allowed us <em>to serve less requests</em>, because of browser's caching possibilities</li>\n<li>In the first hour of work with this application on production environment <em>75% of all requests were served by HTTP cache</em>, with most requests not even reaching application</li>\n<li>other teams have <em>successfully adopted technology</em> and were able to release application themselves</li>\n</ul>\n<p>This is pretty good, huh?</p>\n<p>Of course, there are challenges in current approach also. We are investigating the best way to deal with user locales in SPA index, we learn how to do proper caching and authenticating user, but this is a topic of another story!</p>\n<h2>AUTO1 Group</h2>\n<h2>#spa #monolith #mvc #engineering</h2>","fields":{"slug":"/spa-evolution/","tags":["auto1","SPA","monolith","MVC"]}}},{"node":{"id":"3e19b9f8-fd63-5270-9ae1-29f538ecd8a9","frontmatter":{"category":"Architecture","title":"Migration to Microservice architecture","date":"2019-02-12","summary":null,"thumbnail":null,"authorName":"Alexander Egurtsov","authorDescription":"Team Lead Software Engineer","authorAvatar":{"relativePath":"pages/migration-to-microservices/avatar-big.png","childImageSharp":{"resolutions":{"base64":"data:image/png;base64,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","width":50,"height":50,"src":"/static/63581729799e31fcd1a0b0f4271c9cad/45876/avatar-big.png","srcSet":"/static/63581729799e31fcd1a0b0f4271c9cad/45876/avatar-big.png 1x,\n/static/63581729799e31fcd1a0b0f4271c9cad/eb85b/avatar-big.png 1.5x,\n/static/63581729799e31fcd1a0b0f4271c9cad/4f71c/avatar-big.png 2x,\n/static/63581729799e31fcd1a0b0f4271c9cad/9ec3e/avatar-big.png 3x"}}},"headerImage":null},"html":"<p><strong>The AUTO1 story started in 2012. In these six years company grew a lot. From one website\nwritten in PHP it evolved into a huge and complex system consisting of large number of components.\nThis article describes the evolution of AUTO1’s architecture from a monolithic approach to Microservices.</strong></p>\n<p>The brand independent automotive company owns business units like <strong>auto1.com</strong>, <strong>wirkaufendeinauto.de</strong> and <strong>autohero.com</strong>.</p>\n<h3>Original AUTO1 architecture</h3>\n<p>At the beginning we build several classic monolith applications that served different parts of business.</p>\n<p><a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/70d9ecd1cafac00e7fe76b6f887ea877/08646/original-architecture.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 590px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 67.62917933130699%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n    ></span>\n    <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;box-shadow:inset 0px 0px 0px 400px white;\"\n        alt=\"Original AUTO1 architecture\"\n        title=\"Original AUTO1 architecture\"\n        src=\"/static/70d9ecd1cafac00e7fe76b6f887ea877/40fad/original-architecture.png\"\n        srcset=\"/static/70d9ecd1cafac00e7fe76b6f887ea877/707e9/original-architecture.png 148w,\n/static/70d9ecd1cafac00e7fe76b6f887ea877/649e0/original-architecture.png 295w,\n/static/70d9ecd1cafac00e7fe76b6f887ea877/40fad/original-architecture.png 590w,\n/static/70d9ecd1cafac00e7fe76b6f887ea877/b3fef/original-architecture.png 885w,\n/static/70d9ecd1cafac00e7fe76b6f887ea877/301c0/original-architecture.png 1180w,\n/static/70d9ecd1cafac00e7fe76b6f887ea877/08646/original-architecture.png 1316w\"\n        sizes=\"(max-width: 590px) 100vw, 590px\"\n      />\n  </span>\n  </a></p>\n<p>The more we grew the more harder it became to support this applications.\nThey did their job well but suffered from classic problems of monolith architecture.</p>\n<p>Our biggest pains were:</p>\n<ul>\n<li><strong>Code duplication</strong></li>\n<li><strong>Shared database</strong></li>\n<li><strong>Git Merge nightmare</strong></li>\n<li><strong>Codebase complexity</strong></li>\n<li><strong>No ownership</strong></li>\n<li><strong>Regression testing is almost impossible</strong></li>\n<li><strong>Long process from development to deploy</strong></li>\n</ul>\n<p>They became too big and too complex, so that adding new features and even fixing tiny bug was difficult and time consuming.\nAdditionally applications were using same database and had lots of shared code existing in separate repo.</p>\n<h3>Breaking down monolith to microservices</h3>\n<p>We decided to migrate to microservices step by step in several iterations.</p>\n<p>In the first phase we defined services corresponding to business capabilities.\nThen, piece by piece, we extracted functionality to separate services.</p>\n<p>These services mostly used the same database as the existing applications and served as a business logic layer for them.\nSo for example when user visited <em>auto1.com/my-orders</em>, he still did request to the monolith application. The application, in turn, performed a request to the needed microservices to get all the necessary information in order to respond properly</p>\n<p>Apart from that, for all new functionality we started building microservices with own database and own infrastructure. These new services also were integrated into the monolith in the same manner.</p>\n<p><a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/ac45af715946c57a805d5a302c47dbc1/d6c21/breakdown-first-step.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 590px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 47.71573604060914%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n    ></span>\n    <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;box-shadow:inset 0px 0px 0px 400px white;\"\n        alt=\"Breakdown: first phase\"\n        title=\"Breakdown: first phase\"\n        src=\"/static/ac45af715946c57a805d5a302c47dbc1/40fad/breakdown-first-step.png\"\n        srcset=\"/static/ac45af715946c57a805d5a302c47dbc1/707e9/breakdown-first-step.png 148w,\n/static/ac45af715946c57a805d5a302c47dbc1/649e0/breakdown-first-step.png 295w,\n/static/ac45af715946c57a805d5a302c47dbc1/40fad/breakdown-first-step.png 590w,\n/static/ac45af715946c57a805d5a302c47dbc1/b3fef/breakdown-first-step.png 885w,\n/static/ac45af715946c57a805d5a302c47dbc1/d6c21/breakdown-first-step.png 985w\"\n        sizes=\"(max-width: 590px) 100vw, 590px\"\n      />\n  </span>\n  </a></p>\n<p>Now every team has list of services it is responsible for. Each microservice has it’s own repository (some with an own database) and are responsible only for some specific part of the business.</p>\n<p>Services communicate with each other, there is not need to copy/paste code anymore, each service is the source of truth for its own responsibility.</p>\n<p>Additionally we introduced a separate deployment pipeline for each service. This allows us to work and release separately from other teams and reduces the amount of dependencies.</p>\n<p>Usual service architecture:\n<a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/b759907550fdf036e7b553ebb1454105/633da/basic-service.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 590px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 46.12365063788027%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n    ></span>\n    <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;box-shadow:inset 0px 0px 0px 400px white;\"\n        alt=\"Usual service architecture\"\n        title=\"Usual service architecture\"\n        src=\"/static/b759907550fdf036e7b553ebb1454105/40fad/basic-service.png\"\n        srcset=\"/static/b759907550fdf036e7b553ebb1454105/707e9/basic-service.png 148w,\n/static/b759907550fdf036e7b553ebb1454105/649e0/basic-service.png 295w,\n/static/b759907550fdf036e7b553ebb1454105/40fad/basic-service.png 590w,\n/static/b759907550fdf036e7b553ebb1454105/b3fef/basic-service.png 885w,\n/static/b759907550fdf036e7b553ebb1454105/633da/basic-service.png 1019w\"\n        sizes=\"(max-width: 590px) 100vw, 590px\"\n      />\n  </span>\n  </a></p>\n<p>The first phase was a great beginning of our journey to the world of microservices.\nWe got amazing results and most of our problems were solved:</p>\n<ul>\n<li>Code duplication <strong>Solved</strong></li>\n<li>Shared database Partially <strong>Partially Solved</strong></li>\n<li>Git Merge nightmare <strong>Solved</strong></li>\n<li>Codebase complexity <strong>Solved</strong></li>\n<li>No ownership <strong>Solved</strong></li>\n<li>Regression testing is almost impossible <strong>Solved</strong></li>\n<li>Long process from development to deploy <strong>Solved</strong></li>\n</ul>\n<p>Unfortunately there is no silver bullet. The microservice approach approach has its drawbacks and we faced some of them.</p>\n<ul>\n<li>System architecture complexity increased</li>\n<li>Development time for complex features increased</li>\n<li>We still had some parts of monolith that added complexity to development</li>\n</ul>\n<p>To resolve last of this problems we introduced <strong>the SPA approach</strong>.\nWe started using <a href=\"https://reactjs.org/\">React</a>. It allowed us to call microservices directly from the frontend with proxying requests through our monolith applications.\nTo be able to do so, we introduced simple proxy layers just for communicating with services.\nMore about this approach you can read in our <a href=\"https://auto1.tech/vigolante/\">blog article</a>.</p>\n<p>As a result our architecture took it’s next look:</p>\n<p><a\n    class=\"gatsby-resp-image-link\"\n    href=\"/static/a6fe7ebe6a305ab8f472213e2f9001bd/68690/current-architecture.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n    <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 590px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 70.03154574132492%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,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'); background-size: cover; display: block;\"\n    ></span>\n    <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width:100%;height:100%;margin:0;vertical-align:middle;position:absolute;top:0;left:0;box-shadow:inset 0px 0px 0px 400px white;\"\n        alt=\"Current architecture\"\n        title=\"Current architecture\"\n        src=\"/static/a6fe7ebe6a305ab8f472213e2f9001bd/40fad/current-architecture.png\"\n        srcset=\"/static/a6fe7ebe6a305ab8f472213e2f9001bd/707e9/current-architecture.png 148w,\n/static/a6fe7ebe6a305ab8f472213e2f9001bd/649e0/current-architecture.png 295w,\n/static/a6fe7ebe6a305ab8f472213e2f9001bd/40fad/current-architecture.png 590w,\n/static/a6fe7ebe6a305ab8f472213e2f9001bd/b3fef/current-architecture.png 885w,\n/static/a6fe7ebe6a305ab8f472213e2f9001bd/301c0/current-architecture.png 1180w,\n/static/a6fe7ebe6a305ab8f472213e2f9001bd/68690/current-architecture.png 1268w\"\n        sizes=\"(max-width: 590px) 100vw, 590px\"\n      />\n  </span>\n  </a></p>\n<h3>Results</h3>\n<p>For the last six years we passed a long way from old fashioned php websites to huge distributed net of microservices.\nHere are some numbers at the end of 2018:</p>\n<ul>\n<li><strong>Over 250 microservices created</strong></li>\n<li><strong>Over 655 repositories</strong></li>\n<li><strong>Over 30 application databases</strong></li>\n<li><strong>Written on Java, PHP, Go, NodeJS</strong></li>\n<li><strong>Over 200 Engineers</strong></li>\n<li><strong>More than 20 teams (some of them are remote)</strong></li>\n<li><strong>Each team owns 5-20 services</strong></li>\n<li><strong>Average 10 releases per day</strong></li>\n</ul>\n<p>Microservices brought us lots of advantages, but along with advantages new challenges had come.</p>","fields":{"slug":"/migration-to-microservices/","tags":["auto1","engineering","monolith","microservices"]}}},{"node":{"id":"2b607647-03dd-50d4-8f72-310a92d54e79","frontmatter":{"category":"Coding","title":"Yet another story about a monolith and microservices","date":"2018-12-04","summary":null,"thumbnail":{"relativePath":"pages/vigolante/square-gopher.png","childImageSharp":{"resolutions":{"base64":"data:image/png;base64,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","width":570,"height":325,"src":"/static/dc7ba27f8138dca1c3ae8defbfbb334d/b3029/square-gopher.png","srcSet":"/static/dc7ba27f8138dca1c3ae8defbfbb334d/b3029/square-gopher.png 1x"}}},"authorName":"Dmytro Malyshenko","authorDescription":"Team Lead Software Engineer","authorAvatar":null,"headerImage":{"relativePath":"pages/vigolante/golang-banner.jpg","childImageSharp":{"resolutions":{"base64":"data:image/jpeg;base64,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","width":1280,"height":333,"src":"/static/b2168e9dcfd879a80bb3db0d5b429775/966a5/golang-banner.jpg","srcSet":"/static/b2168e9dcfd879a80bb3db0d5b429775/966a5/golang-banner.jpg 1x,\n/static/b2168e9dcfd879a80bb3db0d5b429775/aa36d/golang-banner.jpg 1.5x"}}}},"html":"<p><strong>The story about how one hackathon project sped up the development of our back office system by 2 days per feature. The story about how we enabled our teams to develop in the newest technology-agnostic stack by extending the architecture of legacy monolith application. The story about how we enabled our teams to extend a monolith back office without touching it.</strong></p>\n<h3>Once upon a time, there was a startup which was built as a monolith...</h3>\n<p>In AUTO1, as in the majority of other companies, we also have a back-office software (aka “Admin”) where our employers can manage our business operations. We’ve got a lot of business processes, and therefore a lot of business logic put into the code.</p>\n<p>A couple of facts about Admin:</p>\n<ul>\n<li>it's a web-based software, built with PHP</li>\n<li>the first commit dates back to 1st of Aug, 2013, by the current VP of Engineering</li>\n<li>it was built on the Silex framework, using ORM (doctrine) with direct connection to MySQL</li>\n<li>32.5k commits</li>\n<li>~100 contributors</li>\n<li>~600k lines of code</li>\n<li>at some point in time, we had 4 teams dedicated only to Admin</li>\n</ul>\n<p>From these facts, you can see, that what the thing we’re talking about - it's a typical monolith.</p>\n<p>An authentication between requests was handled with a very common approach for PHP applications - <a href=\"http://php.net/manual/en/book.session.php\">PHP Sessions</a>. With this approach the session identifier for the current user is put in a cookie, and on the server side, the session data is somehow stored as a document.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"Monolith PHP Application\"></p>\n<h3>The moment any monolith is afraid of</h3>\n<p>Then we’ve got our first microservices. Some business logic started to live its own life. And of course, our Admin should have had some control over it. So our Admin started to interact with our microservices, and initially it was treated more or less as a third-party API.</p>\n<p><img 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0D1bK7ybBEiABPxCwDZ6Xiw22qP0FjGYQsEvbvPaIN7yl7f68drEgqwj8vfc4QnJqcjKyq2XbmaRToHu+VphDyRAAiTgcwK2Ar1E0RiE2Jy8587gFAruUAvcPd7yl7f6CRwJY49M/p77T34XXkiS6i45phbpFOierxX2QAIkQAI+J6AJ9KysLJV/7mnkiELB5y7z6gDe8pe3+vHq5IKoM/L3jrMzs7KRkJSCkJAQ1aGnvw+9Y5V3e6FA9y5P9kYCJEACXidgW70ld4NoHDwMoDPFxete8m2H3hJ2nvRz/OQpjJ00E9t27kZ8/AVUqlgBt91cHe3bNMNV5cv6FoBd7yPGTcashcuwc9MahIbmijRfXQkXE/HxxGn47oetSElNRY2bbkT/ni+h8jUVXR7SE/4uD2byG8xefpEC3eQLmNMjARIwPgFbgS4R9DIlino8KW8Ihd/2/oEWHXrg43cH47EH73PJpnPn43HsxCncUv16631tXnoV99e5G52eb+lUX/EXEjBy/FR8v+UXJCWlKMHUuOEjaNqoAcLDw53qw9VGGzdvQbf+b2LX92t9LgxtbfOGv6Q/d/s5H38BjVp3QmJyMho8fD+KFY3Dob+O4KdftqNkieL4duV8azTTVabutF+5Zh2++f4ntfa0KKo7/RR2j3z22nfvD1nrrZs2QnRUJBYsXY3snBx8sXCa4uDK5S5/V8YIlrbim/MXk61pLmaLolOgB8tK5jxJgAR0SUA7GTQ/4+QfHXuBXrp4UV1E0D8cOwmzFixV4lyEkivXijVf45Opc7B+2Rzrba069kT9urXR5YXWTnXV8ZWB+Of4Cbz84nOIjorC9l17sHLtOiydNQFlryjjVB+uNjpx6l9s3vKLegjwpyDwlrBzt5/x0+Zg/NQ5mDvpY9S89SYrtr+PncDpM2dxR42bXUVpiPa//3EQTV54Gb26tEfndq2UzTv37IOs1SH9eqDVs0+5NA93+bs0SBA1ti29KNP252fS15gp0H1NmP2TAAmQgA0BR4I8P5Gu/WNzeYpLrMdRQ28IhYefeQ5Vq1yLn7f9ih++XIKoyEinfb38i68xfupsrF8+1y2BfiHhIu55rAkmjXoX9e6pZe1Dqjv4OuXB6Ul6saE3/CXmuNtPr9eHqgeTbd+s8uKs9N/VxcQkbNj0Ax66rw7iYmOUwRmZmahRryE6tm2B3i93cGkS7vJ3aZAgaizfZMSbNIpOgR5EC5lTJQESCAwBWwEuP4eGhCA8LAzhYSEqEi4VWewjP7miHOqrdPkvMzMLyalpqg56iaKxCA8L9WgyngqFXXv3oXWnXli/fA6ebNUR7w/ph0fur2u1aeDQEQgLDcXQ13ur1478cwwNmrXH5jWLIVHoZu27WdvOnvAR7rz9VhWVvK7KtTj6zzHs2XcA1atdh3cH90XFCuUum+upf8/ggUatMWHEO7i/bu18WXy2ai2mzF6If8+cw803VsOgPt1w/XWVVfsxk2Zg154/cEWZUvhm04+49uqKmPjRUDzQuDWGv/UaHn2gnmp36PBRPNWqI9Ytm42j/xxHlz5DsHPTF+o9eSAYNWEqVqxZp/wq3wAM6v0yIiMilJAb+ckUrP7qG2RkZKDePXfhjX49XE6L8ERY24Nx1+9DP/oEC5auuiyC7gi8MJk4Yy5WfPE1zp6PR+VrrkbX9m3wcP061uaSyz578XKMGjoIYyfPUj6vV7sWOj7fAk3avXxZdFrSWbr3f9M6vtw/ff4S/Ppdrh/kkjUjvhCfli5ZAnVq34G+3TspX2i+KswuZz5Uu3/fj+Yvdldr/umGjzhzi7WNu/xdGiTIGscnppiyogsFepAtZE6XBEjAfwQ0YS5/iliNighXIs6TDZ5Z2dnqHyPpz5PLU6Egm/R+338Q08cNR78331cPEx+9M9Bq0oC3PkRoWCjeG9xXvfbXkb/xRMsO2PTFIiWeFq/4Ap/OmI8vl8yExZKbLy4Cff+hw3hzwCu4skwpvD18rBLnEiV3dEnqwfETp/B0g4eV+Lu5+vVWMSbtf/j5f+jaZzDe7N8TN1S7DvM/W4nvt2zDV5/NVNH+UROmYeqcRejWsS1uv6U6/j52Ei2eeQI9B76t+I4alpu28+nM+Vi3cTOWzpyAzVu2oWvfwfht85fW96bOXog3+r+CUiWKQ7i81L41GjxUHx9PnI7Pv9qAt197FZGREfho3BSUKlkc40e847LrPPWXNqC7/UiqR/MO3RFSJASPPlgPNWvcjFur34Abq1W57NucYSNFzK9G88YNUbXytSoCvWXbr/h05DDrtx0a+/LlrkSTJx/D0WMnEB0ZqYS55LrHxERjwZQxVk59Br+rUpg2rJirxpP7Z8xfYvXDP8dPonHbl1C8aByeevwhpKVlYPGKz/HIA/WUkJbLGbuccUznV1/Hrj371NotXsy1/SDu8nfGrmBtk5aegaTUdNPlolOgB+uK5rxJgAR8RsBWmFvCwpQwDwkp4rPx3OnYU6Hw8LNt0fG5Fmj57JNYv/EHvPbOh/hh7WeIiLAocwoT6PnloF9ftQreGvCK6mPG/M8wYdpc/LJhhcMpnjz9L977eAK+/+kXpKWlq42hzzzxKAb26qrseG/UBBXBHTn0dXW/RHbvePApzBr/EWrcfKMSeSIkf163LI/IXLvhOwx5d6R1Pk1f6IbHHqynNq/aC3SJpN571x0qR1ku+YZD27TY+LmX0KpJIyX65RKBKRsOtei7K37z1F+eCnS5f+v2nfhwzKf4ff8hq+myQVR4P/HoA+q15OQU1H70WbRt8Qz69eisXpNvEpq+8DLKlCqFqWPeV69pAl3+LvxsL3lokvflG4sK5cqqyil1GzRXmzT7dOtovd9WoMtmYdkPsXzuJFS55mrV5uBfR1CmVEn1jYWzdhXmk3lLVuLdUePxRr+eau27ennLj66Oa+b2ErSQNBf53Jnp8CIKdDOvWs6NBEjArwRsU1nkH4qYSIvHJ376agKeCAWpaNGyY098t3oBSpcqidS0NNR5vBmGv/0aHrrvXmWyuwK9fp270aV9G9XHj1v/B9kIuvenrwvEkJ6egQN/HlZVPabMWqAi2N06tEWPAW9hw6YfL7t3zPtvqHQcEYE7du3BnE9H5WkjglDm89HQ13FjtevwUOM2Klp69VXlLxPo9Ro2R+9uHdWDgf119yPPQHKY7a+fvlrqcpqLJ/6yHd8b/chDz57f92PHb3uwcNnnkDKE8yePVg89Bw4dxtPPdcZrr3TBHbfdYh168qwF2H/wL6xdMiOPQN+x8XPrQ53WWFKghLnkd0uetzwwSQR9xdxJqFblWocCXb71OHDwsLV/e+bO2lXQQpNvEVp2egX1770LYz94062Ppjf4uzWwiW+S37vnEpIo0E3sY06NBEiABNwmYBs1l/zwmMgIj1JZ3DbEyRs9EQoffTIF0+ctuWykpx57CB++NcAq0IuEFMEHb/RXf//z8N94stWlFBdnqrj89MsOdOg5oFCBbmvI68M+wj/HTmD2xJGQnyWi/e6g3DQb7dI2kYpA37NvP6aN/fCyufQePAwWi0XlrcuGVklvkcs+gl63YXP07d4RjRteLtDlWwbJvbZ/z51NrJ74y9sC3ba//Yf+gnxT0L51UxUxl7KLHXq+5nAVRkdHYduGlQ4Ftv0NL3TrB9kIvHzOpyrl6Mjfx7By7mRrM/sUFynRKb62TYux7dNZu/L7+CQlJ6vcePkWZtnsidYNo05+3KzNvOVHV8c1c3tJrzt74aIS6GY6uIgRdDOvWs6NBEjAbwS0SiuRlnCV0qL3yxOh8Mizz+Opxx5EXZvqKb/t2afKJv745RKVavLOiLHYuft3LJ01UaHQxLaWgy4CfdzkWdiwYp4VlX2ZxYIEuvDe+8dB3HRD1Tyoe772tsrRH/fhWxg3ZTbWrt+I1fOnWiu7SP11ScuQqyCB/vW332PIe6NQtfI1ahOqRHIdCXTZ7CqbG3u+9IJ6Xzt+XH5+vmsfVLr6Kgwd+KrVRqknXqJ4MZeXhyf+8qVAF8F6e/0n1GZJ2RCsRaqFv/ZtiqPJ2gts+zZLV3+p+C+aNg5tu/ZGj07t0OG55vkKdGcj6IXZlZ9j+gx5D+s3bsb8KWMuW3OuONNbfnRlzGBoeyY+V6BrKS5mKLdIgR4MK5dzJAES8CkBTZxHR1gQYQnz6Vje6txdoSCVMkSUbly1QFU/0S5JC5Gyh2PeewOSprJq7Xq89s5wVYXlmooV8P7oiZDqF5pA/3bzFlWVY8ro93DnbbeqjaKuCPQvvv5WbU6VSitSZvGK0qXww8/bMHvRcnwy/G08WO8e7DtwSEU9pWa5CMhftu+CpFpIukqZ0iULFOiStlO3QTMkp6Ra01scCfSJ0+di2rwleOe1XihVsgSGj5uMTm1b4vGH7sPcJSvwwehP0b9HZ1S/oSo+W7kG+w78qVI1XL3c9Zf9OO72I3sBoqIiVW657QZlzQ+DendDm2ZPK153P9I4N4Xov022YoNEwGOio1RKlPZwZJtDbm+npAbVe6I5KpYvp6royINcuSsv1ba3F/haDvrKeZNxbaXcEz5lY7KMJ+URnbXLkV9kQ/NbH47B4D7dVR68J5e7/D0ZMxju/fd8AkJDQynQg8HZnCMJkAAJOENAE+cR4WGIjszdIGmEy12hIKUJf9y6XUU27a+X+72hKplIJFUiq++PnoDPv/pG5Vs3b/yEOvVTyixKBFs2db7UexC279yNKWPex9133Ab7k0RlU+KLPQZg9w+5FVPsr/Xf/YDPVq7FvoOHrCeJSpRVK48o7UVAjpsyS5VZrHbdtSoVQ3tf5iIPDVNG525ctL8kj/6vo39j8fRPrG9JqoRtmcXMrCw1LznZUir03HfvXRjUp7s6cVJSLsZMmgmJBssJsHJqar/unVG1yjUuLxF3/WU/kDv9yMNKm8691OZQeSiTg4oqViivThKVB63KlSris5kTrLnkQ0eMw4Jlq9WD2l01a6iUIylD2eDh+hg2qI8yqbAIurSRNKMvN2xCrZq3qo29tpf9/VL+8pm2XVSVHHkYk/U1f+kq9aCgVXFxxi57XoeP/qOqw5QoVkxV+7Hd6l31umtVJRtXLnf4u9J/MLaVFJcz8RToweh7zpkESIAEHBLQxLlUaCkWE2UoShQKhnKX2wcMeUOgSx/ysLHs86+wcfMW/HHwL5yPj8dV5cupBxKpbqMd4iNt5aFl4vR56lTX8+cv/JcmdDc6Pd/KmmrkqI65va2bftyKLn0Gq29h7DfhOrpfavN/PGE6ftu7T32bUffuO9G3RyfrAVrO2GVvgzwEStqUo6tt82cw8NWuLi0kfu5cwuVU4+zsnDw56Gap5MIUF6fcz0YkQAIkkJeAtilUhEvRmCjdVmvJz28UCsZa0d7yl7f6MRY9/VhL/t73hQj0+MTkPIcVmUGkU6B7f62wRxIggSAgYOToubiHQsFYi9Rb/vJWP8aipx9ryd93vsg9cTkbqRkZKsVO2yhq1A2jFOi+WyvsmQRIwMQERKBL9DwmKgKSf260i0LBWB7zlr+81Y+x6OnHWvL3jy/k93NqeiZS0zMMK9Qp0P2zVjgKCZCAiQho0XMR6MViow2X3sIIuvEWo7eEnbf6MR5BfVhM/v71g6S/JKWlIzMzy3BCnQLdv2uFo5EACZiAgK1AL1k0xvqL30hTo1Awkre8l5JEvwfW7+QfGP4ZmVlISk23Dm6EtBcK9MCsFY5KAiRgUAK2m0Mlgl6qWJyuTwzNDzOFgrEWoLf85a1+jEVPP9aSf+B8Ib+7k1LSkZGVG03Xu0inQA/cWuHIJEACBiRAgW5Ap5nAZG8JO2/1YwKkAZkC+QcEe55BE5PTDCHSKdADv1ZoAQmQgIEIaOkt8qccPlO6uETQbY8vMcZkKBSM4SfNSm/5y1v9GIuefqwlf334IiE51VrpRa+/vynQ9bFWaAUJkIBBCNgKdG2TaHhYqEGsv2QmhYKxXOYtf3mrH2PR04+15K8PX8jv8YfeujkAACAASURBVAtJqXlqp+vDsktWUKDrzSO0hwRIQNcE7FNcoiMtiI6M0LXNjozb8ttBZGZlo+YN10DmwEu/BJJT07F932FVLaj2Ldd5ZCj97hE+j272ph89MoQ3KwLy+y8hKQUhISHq73qLpFOgc6GSAAmQgIsEtCi6pLjIL/VSxWJd7CHwzXcdOIqEpFSULh6LSuVKIyqCIj3wXrncgpS0dBw5cQZn4hMRFxOJGlWv9shM+t0jfG7f7G0/um0Ib8xDQM/56BToXKwkQAIk4CIB2zKLkuYSGx2FqIhwF3sJbPNzCUnY++exwBrB0V0iUL1yBUhZT08u+t0Tet651xt+9I4l7EXqpMcnJluruugpik6BzvVJAiRAAi4SsN8oKr/USxaLRYjBNouKWPv71Fkkp6QjKzvbRQps7g8CoSEhiImy4KorS3kszjV76Xd/eC7vGL7wo/9nYc4RLySmIDsnR3elFynQzbneOCsSIAEfExCRLtFz7b/w8DCUiPMsuuljk9k9CZAACZCAHYG0jEwkpaTpLhedAp1LlQRIgATcIGBfzUXy0WWzaFxMlBu98RYSIAESIIFAEMjKylZpLrJZVE8HGFGgB2I1cEwSIAHDE9CqudhG0kWkR0ZEoFhslO4qAhgeOCdAAiRAAj4gIL/DJe2LAt0HcNklCZAACQSCgH0UXUt3ibBYUMLDzXyBmA/HJAESIIFgIyC/x89eSFQCXU8lFxlBD7aVyPmSAAl4lYB9RZeYqAhD1kX3KhR2RgIkQAIGIUCBbhBH0UwSIAEScIWArUCPtIRDBDovEiABEiABYxCQClbn/0txYQTdGD6jlSRAAiRQKAFNoIeHhSKW4rxQXmxAAiRAAnoikJGZhQv/bRKlQNeTZ2gLCZAACbhJQBPnUv+8aIxsDHWzI95GAiRAAiQQEAJSYlFOemUOekDwc1ASIAES8C4BrYqLbAwtGhOJsNBQ7w7A3kiABEiABHxKICcHOJeQCPl9HhoayjKLPqXNzkmABEjADwS06LnUzS0ey9rnfkDOIUiABEjAqwTkkKIEm/QW1kH3Kl52RgIkQAL+J6DVP5dNoRHhYf43gCOSQJASkJrV/5w6i6SUdMgGP16+JxAaEoKYKAsqli2NEnHRvh/QDyPI7/DT5y6oyLltDXQR6Xq4WGZRD16gDSRAAoYiYFu5pURcDEJC9PEL3VAQaSwJuEFAxPneP4+5cSdv8RaB6pUroKQJznlISEpBqk3uuSbSvcXJ034o0D0lyPtJgASCjoCtQC9VLDbo5s8Jk0CgCOw6cBQJSakoXTwWlcqVRlSEJVCmBNW4sonyyIkzOBOfiLiYSNSoerWh538xORXJKanWjaF6O0VU4FKgG3qJ0XgSIAF/E7DdHCobREsXj/O3CRyPBIKWwI+7DiA7Owc1b7gG0ZEU5/5cCMmp6di+7zDCQkNQ+5br/Dm018eS0ooSQZff53pMb6FA97rL2SEJkIDZCVCgm93DnJ+eCWz+db8yr+5t1fRspmltMxN/qeCSmJIKEeva5lC95J9ToJv2I8SJkQAJ+IqAlt4if2ZlZaFMiaK+Gor9kgAJ2BEwk0A0onPNyP9ichoysy6JdL34hSkuevEE7SABEjAEAXuBXrJYLKTCAS8SIAHfEzCjQPQ9Ne+NYFb+sq9BKgKxzKL31gp7IgESIAG/ErAV6LmHFEXBwjKLfvUBBwteAmYViEbxqFn5y+/18xeTdZXqwgi6UT4VtJMESEAXBOxz0GXDVPG4GF3YRiNIwOwEzCoQjeI3M/OXQ4tkI6yWhx7ofHQKdKN8KmgnCZCAbgjYllmUPPQSRWMRHhaqG/toCAmYlYCZBaIRfGZ2/vGJuZVd9JDqQoFuhE8EbSQBEtAVAVuBLmkuEkUXkc6LBEjAtwTMLhB9S8/z3s3OPy09E0mpaar0olyBjKJToHu+XtkDCZBAkBGwT3MRkR4dFYnYqIggI8HpkoB/CZhdIPqXpuujmZ1/tuSiJyTlqY3uOiXv3EGB7h2O7IUESCDICNhH0UWkx8VEITqSIj3IlgKn60cCngjE4ydPYeykmdi2czfi4y+gUsUKuO3m6mjfphmuKl/Wj7MARoybjFkLl2HnpjUIDfV9FaiTp/9F78Hv4tff9mL98jkoX/ZKt+brCX+3BvTzTVIb/VxCIgW6n7lzOBIgARLwGgHbKLr8LAJd/ouJjmIk3WuU2REJ5CXgrkA8H38BjVp3QmJyMho8fD+KFY3Dob+O4KdftqNkieL4duV8a1qDP5ivXLMO33z/Ez5+d7DPx/3fzt3o+drbEAZyfblkJq6+qrxb03SXv1uDBeimM/EXlU8CnebCCHqAFgCHJQESMD4B+5KLmkiPioxQ5RcDmb9ofLqcAQlcTsBdgTh+2hyMnzoHcyd9jJq33mTt+O9jJ3D6zFncUeNm0+Ie8NaH2H/oLzxQ7x58OmMeBXohntYEeqBPF6VAN+1HkhMjARLwBwFHIl2LqJcsFocIS7g/zOAYJBAUBNwV6L1eH4rNW37Btm9WBQUn20lu3rINtW6/FV9v/B4i1hlBz38JyO9uEeihoaEBr4lOgR50H1VOmARIwNsE7EW6JtDlT/maVHLTI8LDERJSxNtDsz8SCCoC7gr0oR99ggVLV10WQXcELysrGxNnzMWKL77G2fPxqHzN1ejavg0erl/H2lxy2WcvXo5RQwdh7ORZOPrPMdSrXQsdn2+BJu1expB+PdDq2aes7SWdpXv/N63jy/3T5y/Br999YW2zZ98BjJowFbv2/IHSJUugTu070Ld7J0RG5O5rccaughbD6q82UKAX8mmR00TPXUikQA+q3yqcLAmQgKkJ2Ip0W4Fu+3qExYKoSAssYWF+2RhmauCcXFAScFeg//7HQTTv0B0hRULw6IP1ULPGzbi1+g24sVqVy3LAh40UMb8azRs3RNXK12LDph+wZduv+HTkMNS7p5biPmrCNEydswjly12JJk8+hqPHTiA6MlIJc8l1j4mJxoIpY6w+6jP4XWzftQcbVsxV48n9M+YvwW+bv1Rt/jl+Eo3bvoTiRePw1OMPIS0tA4tXfI5HHqiH94f0U22csYsC3bOPRUpaOpJScsssMsXFM5a8mwRIgAR0QUDbNGq/edReuGt/j42OQtHYaF3YTiNIwCgE3BXoMr+t23fiwzGf4vf9h6zTlQ2iA3t1xROPPqBeS05OQe1Hn0XbFs+gX4/O6rWMzEw0feFllClVClPHvJ9HoMvf773rjjz4RLiLAF+3bDYqlCuLlNRU1G3QHK2bNkKfbh2t99sK9JHjp2LWgqVYPncSqlxztWpz8K8jKFOqpNrQ6qxdFOiereSzFxLVQUXcJOoZR95NAiRAArojYCvUbcW6GCqbSDWBbrGEoyQPN9Kd/2iQvgl4ItC1mUnayp7f92PHb3uwcNnnSLiYiPmTR6PGzTfiwKHDePq5znjtlS6447ZbrDAmz1qA/Qf/wtolM/II9B0bP0dEhCUPtBOn/sVDjdug98sd0LFtC6zd8B0kgr5i7iRUq3KtQ4Hec+DbOHDwsLV/ey84axcFuvvrNy0jExcuJqn0FtsIuvs9enYnc9A948e7SYAESMAhAUdC3Tb1RcR62dIlSI8ESMAFAt4Q6LbDSXWTxs+9hPatm6qIuZRd7NDzNYcWRUdHYduGlQ4Ftv0NL3TrhwsJF7F8zqcQ8X3k72NYOXeytZl9ikubl15VD/C2aTG2fTprFwW6C4vJpqkcUPTvuQvWyDkFunsceRcJkAAJGIKAJtLFWEfVXq4sVdwQ86CRJKAXAt4W6LLx8vb6T+Dpho9g6Ou9rRH0cR++hYfuuzffadsLbPuGS1d/iSHvjcKiaePQtmtv9OjUDh2ea56vQHc2gl6YXRTo7q3UC4nJSEvPuEygu9ebd+5iBN07HNkLCZAACRRIwD4XPSsrC6WKxyE0xPenCNI1JGAWAu4K9AnT5iIqKlLlloeFhlpxfPH1t+j35vsY1Lsb2jR7Gskpqbj7kcZ45P66GDVssLWdRMDlELLSpUqq1woT6BcTk1DvieaoWL4cDh0+ig0r5qHclWXyFehaDvrKeZNxbaWKqt1fR/5W48XFxjhtFwW66ytdxHlqWvplqS2BPseCAt11X/IOEiABEnCLgK1IF4EeFxONSEuYW33xJhIIRgLuCPTUtDS06dxLbQ69okwpdVBRxQrl1Umi327egsqVKuKzmROsueRDR4zDgmWrUb/O3birZg38c+wEVqxZhwYP18ewQX2cEujSqPfgYfhywybUqnkrZo3/KI+77AX+0X+O45m2XVCqZHEVzU9LS8f8pavUg4JWxcUZuyjQnf9USFqLiPP0fCLnFOjOs2RLEiABEjA0AdtNo5JvKpG84nGs5GJop9J4vxJwR6CLgfJ5W/b5V9i4eQv+OPgXzsfH46ry5XDfvXeh0/MtVZRauzKzsjBx+jysXLsO589fQNXK1+D+unej0/OtrOVRHdUxtwex6cet6NJnMN4d3BfPPPFonrcd3b9r7z58PGE6ftu7D6VKlkDdu+9E3x6dEBUZqe51xq6CnLF2/Ub0GfKetbqMO45zl787Y/nyHtkQei4+wWHOuVZe0ZfjO9M3I+jOUGIbEiABEvASAS2KLoJBouili8ddVofZS0OxGxIwHQGzCESjOsbo/OUhR+qcp6SmqTrnWjlF25rngY6ca2uDAt2onxLaTQIkYEgCtgJdRHpUhAWx0bkRMl4kQAIFEzC6QDS6f43IX37npmdmISk5RW0E1YS57Z+BPpTI0bqgQDf6p4X2kwAJGIqAfZqLRNGvKFlM/aPBiwRIgAJdz2sgEAJdfmeejU9AZEQELOHhCA2RyHeRfH9nSm55dnaO+oYyKTUNqf9Fy/MT5HoU57IGKND1/EmgbSRAAqYkYJ/mEh0VidioCFPOlZMiAW8SCIRA9Kb9Ru8rUPwlJeXchYtOBTK0YIftn/YpLPaiXI8BEgp0o39aaD8JkIDhCNhXc5FUl1LFiyIslCUXDedMGuxXAoESiH6dpI4HCxR/+Z158sx5q0DXBLXtWRO2ItsZka5h1qM4ZwRdxx8CmkYCJGBuAva56FLRpUTRS5UkzD17zo4E3CMQKIHonrXmuyuQ/BOTU5GcmqagFiSqHYlz23vs39erlxhB16tnaBcJkICpCTg6WVQ2i0ZHMtXF1I7n5DwiEEiB6JHhJrk5kPylAsv5hCQlzh0JdPvXHEXUCxP3enITBbqevEFbSIAEgoaA9tWs/CkpLtp/JYrFwhLGw4uCZiFwoi4RCKRAdMlQkzYOJP+cHODsf3noBdUqd0a8G8E9FOhG8BJtJAESMCUB+4oumkgvU6KY9UAUU06ckyIBNwkEUiC6abKpbgs0/wuJKcjKzs43iq7B1mteuSuLgQLdFVpsSwIkQAJeJuAo1UUOzygRF0OR7mXW7M74BLb8dhCZWdmoecM1iI60GH9CBppBcmo6tu87rDaz177luoBYnpKWjpS03Frmejnx01cgKNB9RZb9kgAJkICTBGw3jMrPUr9X/pTKLuFhoU72wmYkYH4Cuw4cRUJSKkoXj0WlcqXVQV+8fE9AhPGRE2dwJj4RcTGRqFH1at8P6mCEjMwsJCSlqBNAKdAD4gIOSgIkQALBQ8BRProm1EsUi0OkJVwXMM4lJOGfU2eRlJKuvmbmRQKFEQgNCUFMlAUVy5ZGibjowpoX+r6swb1/Hiu0HRv4jkD1yhVQMkAVp2SjqKS5UKD7zr/smQRIgARIwIZAfptG5XU5yKhoTFRAeVEYBRS/KQb3lrCTtfj3qbNI5oOi39aF9qB11ZWlAibOZbISGJBKLiLQNZHuNwh+HogpLn4GzuFIgARIID8CtptGteou2p9yxHWx2OiA5aUztYDr1h0CekmNcMd23qM/ArL/IP4iBbr+PEOLSIAESMDkBOwj6fZCvWhsjNoc5+8qBT/uOoDs7BxuzjP5+vPF9PSwudAX82Kf/icgKS7xF5MZQfc/eo5IAiRAAiRgK9LtBbq2odTfuemBLq/GVWFsAlw/xvafXqzPyMy05qAzxUUvXqEdJEACJBBEBOxFun2lF/l7aGgo5PRR2UTq64g6BVYQLT4fTJXrxwdQg7BLSZlKSkljBD0Ifc8pkwAJkIBuCNiKdDHKkUiXw43kio2OQnRkhM9y1CmwdLMsDGkI148h3aY7o6WCi6S5SECCEXTduYcGkQAJkEBwEcgvmm57yJH2c1hYmBLqlvAwdaCItyLrFFjBtea8PVuuH28TDc7+Tp+7oL45ZJnF4PQ/Z00CJEACuiTgrFC3jbbHREXBYglDeGioiq67K9j1LrCy008hxHKlLv1GowC9rx/6SP8E5JAi+wou7v4+0/9sAZZZNIKXaCMJkAAJ/EdAE+m2Itz2Z9uouqM24eHh1ui6RKFCQ0JRpAhy/5P/qSO0gRxrSk1uas3Puw8pC+reVk13vkg5OQ9pZz5H0WofI8RSVnf20SAKdK4BzwkkJqdCctAlgq6dIkqB7jlX9kACJEACJOBFAvZCPT/Brr1u/77t686YdejYGV0K9KQjY5Fx8SdElH4SUWXbODMVtgkAAUbQAwDdRENm5+TgzPkE6+ZQs+efi+sYQTfRAuZUSIAEgo+AI6Genyi333Sq0bLtIz+CB/4+rTuBnnhkDDIvbkFySjZKVx8OS0yl4FsABpkxBbpBHKVTM1NS03ExOSVo8s8p0HW6EGkWCZAACbhDwF5oOxLk+Qn6wsbbd/iErgS6Js6TklKRmJiKkLBYVLrzI4r0whwZoPcp0AME3gTDSvT833MXVPQ8WNJbKNBNsHA5BRIgARJwRMBRVNzZ1xz1t/fPY7oR6PbiXLM3V6SPhCXmai4KnRGgQNeZQwxkzoXEZKSlZ1wm0A00BbdMZYqLW9h4EwmQAAkYj4AzqSz5zWr3wb91IdC1nHMtcl6kSDhKVW6Nc4cXA0VCKdB1uiwp0J1zjHxGzbzx0TkKl1qlZ2bi/IXEy3LPg4ERBbqrq4XtSYAESMCEBAoS7/KP4W8HjgZcoKccn4G0c1+rnPOLCQnKnjJVO6Lk1U2QnnRUlaKxRFc0oXeMPyUKdOd8mJCUgriYKBRxrrmpW0lqy+mz8Xki55LmIhcFuqldz8mRAAmQAAk4SyDQAl0T51KtJTSuLo5s64vszESEhEahUq2PmXvurCMD1I4C3Tnwks4h4rxobLRzN5i41YWLyUjLyE1tsT2YKBjEuXoIiU9MkXK3vEiABEiABEggXwKBFOi24lwrpZiedESJdLmYd67/hUuB7pyPzp5PQGp6OooXjUNMVIRzN5mwlTyopKalB2Vqi+ZOCnQTLmxOiQRIgAS8TSBQAt2RONfmlnbxEELCohEeVc7b02V/XiZAge4c0OOnz1rTN4rGxgSlSLcX5xIxD6bUFgp05z4rbEUCJEACJAAEJAe9IHFOpxiLAAV64f7Scq5FkGonAgebSHckzoPh1FBHq4MR9MI/M2xBAiRAAkFPwFcR9IyEX5B29itkJu1BkdBYhEZeg8grnkXGhS1qQyhPCDXH0qNAL9yPGZmZOHch0RpB10R6VGQkisVGFd6BgVvIXOMTk5GenqHmH6x557YupEA38IKm6SRAAiTgLwK+EOippxYh9d8VCLGURXjsrWoqGYk7kZ1+Sv1Mce4v7/p+HAr0whlLBRep961tgtQEuvwZHhaGorFRCAsNLbwjg7XIyMyCRM6zsrKsm0GDcVOovdso0A22kGkuCZAACQSCgLcFesbF7Ug6MgKWEvURXb6TqmGurpxMJB+fgfTz3yD22kEIi7k5ENPlmF4moAn0OjWqBkWJPFfxSXrLmfMJeaqV2Ar07OxsyH9xMdGIjY50tXtdtpcKJUnJqbiYlOxwM6iW2qJL4/1gFAW6HyBzCBIgARIwOgFvC/TEP99GVvoJFLt+DFDEvlpFDhIO9EeIpTRiKw0wOjraD0AT6LVvuQ5Z2dmICA8jFxsCKanpSExJzSPQ1fNqTo76T8S59mdYWBiKxUYjPMy40fT0DImaJxUYNQ+Wcor5fRAo0PkrggRIgARIoFAC3hbo8XvawVL8XkRXeMnh2MnHp6o89GI3Ti3UNtsGR/85jgnT5+Lnbb8iPiEBFcpdiScfewgvtm4GiyXcpb7Y2HsENIF+Z/VrkZiUgtIlinqvc4P3lJMDnD6X90AeR2ku9kI9OipSRdND/zu8xwgYMrOykJSchuTUSw8j9ukswR451/xIgW6EFU0bSYAESCDABLwv0F+Apfg9+Qv0Y5OQHv8Tit800+mZH/n7GFp37oXklBQ8en89FC9WFNt37caefQdw9x23YeqYDxAamnsSoTNXUnIyXh00DO1aNkGdu+9w5ha2yYeAJtBvrlIBScki0Ishgg9MilZSappK9dA2RmolBW1R2kfSbcV6bHQUoqMidC3UJc/8YnIK0tLSrZtANSFuK9BlzsEeOadA569REiABEiABpwl4W6DnpricRLHrR1+e4pKTjgt/vIJQS1nEVn7TaRtFTG/47gcsnDYW1a+var1v1IRpmD5vCWZ8Mhy1bs/djOrMdebcedz3RAu82f8VtHjmCWduYZtCBHrl8qWsLcqVKRn0YkxSV/79L/c8NDRU8bCPIIsYl8s2J92RYI+KiEBUVIRKfQkpIueRBvbKzs5RJ4EmJqciMzPzMmFuO1dNlFOcX/IZI+iBXb8cnQRIgAQMQcDbAj3j4g4kHRkOS4n7EV2+o80m0SwkH5uC9PjvEFOpP8LjbneKT1ZWNu58qBHuqVUTE0a8k+ceETOnz5zFlWVKO9WX1ujfM+dQ/6mWGNKvB1o9+5RL97JxXgJaBP26q8pY34iMiEDxuOA+0v78xSRkZGRCE+f5HchjK9LtxbqWn66Jdnk/wmJBVKRFVX8Jc+FbI0/XbWZWNqRcpOTUp6Wnq+60OTlKZZH3Kc4dU6dA93Q18n4SIAESCAIC3hbogiz11GKk/rtclVkMi71J/qlGZuJvqsxiZJnGiLyyhdNkT/17Bg80aq0i3RLxLuz6/Y+DmDhjHnb/vh/n4uNRplQpPPnYA+jRqZ0SFGfOnsN9T7bM080vG1YgJjpXUK5Z9y2mzF6Ew3//gzKlSqJpowbo9HxLJTbWrt+IPkPew6Jp43BL9etV+wsJF1V/3To8h87tWln7bfLCyyhetCimjf1Avfb1t99jzqLlOHT4KNLT03FV+XLo2LYFnnzsQfV+jwFvqZSd9cvnWIWPvN6yQ09YIiyYPeGjwqYekPc1gV614hVWQaaqksRGIyYyOI+0FxGbkJSsxLmzZQULEuqOIuyamI+NiVYbcyXFS3LWvRGplsoz8mAseeXpGZkqdck2+m8fIbf/doDCvOCPIgV6QH5VcVASIAESMBYBXwh0IWB7UJH8PSzmJkSUegzhRWu5BOjIP8fQoFl7dGnfBj07tyv03jmLl2Pj5i2oX6c2RLzIptLVX23A26/1QrOnG6qqGd9u3qIEcbtWTfDo/XVx2y3VlQD56ptNKjf9vnvuwn333oXfDxzC0lVrlUB/teuLSozXbdgMnZ5vZbXl86++Qf+3PsDNN1bD4umfKPtO/3sW9zdqhYGvdkXb5s+o1/oMflcJ7dturq7+vmLN1/ht7x9YOW8yqlxzNVZ9uQGvvf0h5k76GDVvlYca4MSpf/FQ4zZ4rVdXPN8itx+9XZpAv75S2TwCXTiXKh6nIr3BdKVlZCI+IfGy8oLCwBnxXJBQ10S5rWDXXrP9MzIyApawMISEFLGK9tyxc1Nqcq8iECEufYkYlwo8Uqs9IyMj993/UmnyE+ZaG/v3nZ1nMK0J+7lSoAez9zl3EiABEnCSgK8EupPDF9pMIs5PteqIPt06osNzzVX72YuW44PRE6333nRDVSyZMT7fvh559nnUqnkr3hvcV7XJLwe9VceeSrTMnzzGuun0rQ/HYOXaddi2YZV6rUPPAbiQkIjPZuaO1/eN9/Hr7r04fuIUNn2+EKVLlcSyz7/C4HdHYv3yuShf9gqHdh0/eQoPP9MW7w3pi8YNH0VycgrqNGyGFo2fUIJcrrlLVuC9URPwzcp5KHvFpRSSQqH5sYEm0G+4plyeg3i0+t5lShRzaQOvH033+lAScdZqnttvDHVGnNsa5Eioy/u26S72P2v3a/dq7QubqK1tjn4uLELOiHlhhPO+T4HuGi+2JgESIIGgJKB3gf73sRN4rGk7lT7Sq0t75aODfx7G/3buUT+PnzYHFSuUw7xJH1v9J0Lp9L9ncD4+Qb028J3hqFSxAsZ9+FaBAv2ex5qo6PnzLZ+19vXDz9sw+tMZ2LhqAa4oUwrzP1uFYSM/wXerF6JkieKo06ApBvbqivdHT0S/7p3QpFEDFYU/euw4ls6ckGdNpaal4cTJ00hOSVV5vM+99Gqe6HjvwcOwY9deJchF9LTv3l9FNCWqrtdLE+jVK1ewmmi70VHmUTwuxtC1vZ1hL9Hn8w4i556WFnQktgsS745Eur3wz+9hIT9xLvfbzyM/Ue8Mq2BvQ4Ee7CuA8ycBEiABJwjoXaBrOeOSniJpKvZXvYbNcVfNGhg5bJB6a/3GH/DOR+NUrrnt9dB99xYo0EXU31q3Qb7EJGIuFWROnv4XDz7dBsMG9cHVV5VH++79sHnNEiXaU1PTMPq9N3Dv403QvnVTlZajXeOmzMb0eYtVOTrbyzZ9ZcOmH1XqzYKpY3FNxQoqnaZ/z5esaTJOuNPvTTSBflOVqy4T6FrJQImmlygaa9ryi0kpaXlOzRTxal9i0BuOyS8yXlDE3Pa9/GywF+yFRdQ1we6NOQVjHxToweh1zpkESIAEXCSgd4EuAqPWQ0/j9ltvwpTR7+eZndQzr/VQY5VLPqDnS0hJTcW9jzfFg3XvQad2LXFd5WsQFhqKFh164IrSpZyKoD/d4GFrikl+KJu174YK711qxAAAIABJREFU5cqqyL3kkc8cP0JtIB387iiMH/EOXuzRH6vmTVbjy7V1+0680K2f+gagwcP3q/skml7z/qfyRNAlWl63YXO1MbValWsxcOgIfLtqvstValxcAh41txXomrDTRKGW5qIJ9ZjoKMSZ5Dh7gSbzSkhKQUpqmjXn3Ffi3N5JjoS3s6/Z9uVMNF1r72qajkcLy8Q3U6Cb2LmcGgmQAAl4i4DeBbrMUzZPfv71t5g3eTRq3HSDdeojxk3GjPmfYfq44ah9520q9aVRm85KJD9Qt7ZqJyJRcr0lT11LcTkffwF1Gkh0ujNeaNXU2l+rTq/g3Pl4LJs90VrV5WJiEiRf/PrrKlvbTZq5AFPnLELpUiVUmUZJiZF2dR5vihuqVUHCxUR8ueTSQUxaWoxttRg5fKlB8/aXbQCV3PUt//sVN1xXWW1KnfPpKG+52if9WA8quq5inhx0TcDaHmUvP8upr8Viog2fly7fuCRcTEZGVlaeOuBa5Fzm729B60y03NlF4G/bnbXLDO0o0M3gRc6BBEiABHxMwAgCXfLQW3d6BYnJySoCLdHwHb/twS/bd+Hxh+7DqGGDFSWJStd/siXKXlkGLRo/iRIliuHzLzfgux+3KsGuCXQtKn/lFWXQpunTaPHMk0owrt3wnaq2cmO1KnjkgXpq46aUXQwPD8fqBVNVNF6ug38dQaPWndTPIsQl1UUu2UD60y878GKbZujbPfd9uXbs2oM2L72K+nXuRoOH6qt60nMXr8AfB/+8TKDL/dKPCKTXX30ZbZo97eMV4Fn3jgS6Js4diXQtml40NhpypH3gj91xff4pael5KrU4ippT4LrONVjuoEAPFk9zniRAAiTgAQEjCHSZ3tF/jmP81DnY8r8dKrJ8VfmyeOaJx1R6iyacpd3/du7G8LGTcODQYZQrewUaPf6wEvNyeM7o94ZYSS3/4mt8PHE6zp47j63rl1sj5l98/a2KjkuEu0K5K1Gzxs2qxGLxYkXzUH6yVQeEhYZhxdxJ1tcXLF2FoR99onLIbSP90mDJyjWYNncx5JCkKtdeja4vPod+b7yH3i93ROumjax9SJT5/qda4ez5eLUxtUzpkh541/e3agL9lqpXXzaY/UmZttF0eS8sLAxFY6JgCdd/KUaxV0ooXkxKQVZWljXH3FGdc4pz3687I49AgW5k79F2EiABEvATAaMIdD/h0MUwksMuJzfq9XAiW0gFCXT7SLpt/W7bUzIl7SU2KgrhYd45aMebTpSymxIxl9KatpHywk7P9KYN7MtcBCjQzeVPzoYESIAEfEKAAt0nWN3u9NiJk2jY/EUM7ttdHayk96swge5IpMtrtgLd9ue4mGh1lL3ttyKBYCAPSLL5M9HmFE3beuCOqrQwch4ITxlvTAp04/mMFpMACZCA3wlQoPsdeb4DyomnsxYsw4lTp7F++RxERUbqx7h8LHFGoGu32qe8ODrCXnstIsKC2KhIhIWFIuS/Uy19CUPO2NSOt09OTVPlMG0FeX4/i00U5r70jPn6pkA3n085IxIgARLwOgEKdK8jdbvDh59tq+4d9nofVZXGCJcrAt02mq79XJBI1wR9aGgootTx9aEq9zs0JLfOuCeX9C1RcqnGIiksUsPe/th6LaVFE+H5najpiR28N/gIUKAHn885YxIgARJwmQAFusvIeIMNAVcFunar/eE6jo6wtxXvtuJeu1eq60RawhESGoKwkNz89dxotsTDlaxGTo7UK89WKTVZ2TlIz8xUYlwT3bbi25EQtz3Gnqdncul7gwAFujcosg8SIAESMDkBCnSTO9jH03NXoBck1DUxbp8SYyvSC/rZ0ZQLOx3TUXTcVpxrfTKdxccLKgi6p0APAidziiRAAiTgKQEKdE8JBvf9ngr0/IS6rQC3FequCnN77zgS6s5EySnMg3ude3P2FOjepMm+SIAESMCkBCjQTepYP03LWwLd1lz79JeCRLyj9wqLoMv7hUXU7dv4CSeHCQICFOhB4GROkQRIgAQ8JUCB7inB4L7fFwI9P7FemBgv6Kh7RxFwZ18Lbg9z9t4mQIHubaLsjwRIgARMSIAC3YRO9eOUfC3QHU2lICHuytSZtuIKLbb1FgEKdG+RZD8kQAIkYGICFOgmdq4fphYIge6HaXEIEvAZAQp0n6FlxyRAAiRgHgIU6ObxZSBmQoEeCOoc08gEKNCN7D3aTgIkQAJ+IkCB7ifQJh2GAt2kjuW0fEaAAt1naNkxCZAACZiHAAW6eXwZiJlQoAeCOsc0MgEKdCN7j7aTAAmQgJ8IUKD7CbRJh6FAN6ljOS2fEaBA9xladkwCJEAC5iFAgW4eXwZiJhTogaDOMY1MgALdyN6j7SRAAiTgJwIU6H4CbdJhKNBN6lhOy2cEKNB9hpYdkwAJkIB5CFCgm8eXgZgJBXogqHNMIxOgQDey92g7CZAACfiJAAW6n0CbdBgKdJM6ltPyGQEKdJ+hZcckQAIkYB4CFOjm8WUgZkKBHgjqHNPIBCjQjew92k4CJEACfiJAge4n0CYdhgLdpI7ltHxGgALdZ2jZMQmQAAmYh8DeQ38jKzsHNW+4BtGRFvNMjDPxOYHk1HRs33cYoSFFUL1KRZ+PxwFIwAwEKNDN4EXOgQRIgAR8TODQ3ychQqt08VhUKlcaUREU6T5GboruU9LSceTEGZyJT0RUpAXXVSxrinlxEiTgawIU6L4mzP5JgARIwAQELian4vCx0yaYCacQKALXVLgCcdGRgRqe45KAoQhQoBvKXTSWBEiABAJHQET6qbPxSEvLQHZOTuAM4ciGIRBSpAgiI8JxRaniFOeG8RoN1QMBCnQ9eIE2kAAJkAAJkAAJkAAJkMB/BCjQuRRIgARIgARIgARIgARIQEcEKNB15AyaQgIkQAIkQAIkQAIkQAIU6FwDJEACJEACJEACJEACJKAjAhToOnIGTSEBEiABEiABEiABEiABCnSuARIgARIgAUMSSE5OwZYdu7Hv4F9o/tSjKF2yuCHnQaNJgARIwJ4ABTrXBAmQAAmQgKEInItPwNYdu/Hb7weQlZ2tbK9z122od9fthpoHjSUBEiCB/AhQoHNtkAAJkAAJGILA8ZOnVcR8/6EjufaqWuxF1P9VqXQVmj31iCHmQSNJgARIoDACFOiFEeL7JEACJEACASMgEvzQ4b/x847f8PexU1ZhnlOkiPq5yH8aPToqCj07tAyYnRyYBEiABLxJgALdmzTZFwmQAAmQgFcJbNryP/y4bZe1zxzk/CfKcwW6XP9pdLzcrjmKxsV4dXx2RgIkQAKBIECBHgjqHJMESIAESMApAt9v3YEftv6aV4xrityq0HOAIkXwbIMHUa1KJaf6ZSMSIAES0DMBCnQ9e4e2kQAJkECQExAtfuDPI/hh606cOnPWGjHX4uYSR9f0+j133or6te8IcmKcPgmQgBkIUKCbwYucAwmQAAkEAYF9Bw9jxZcb/5PkIsxz011y1D7RIri2Ynm0ePqxICDBKZIACZidAAW62T3M+ZEACZCASQh8++Mv+Hn77tyQufy//zaK2k7vte7tTTJbToMESCCYCVCgB7P3OXcSIAESMAiBlJRUfDJzMbKysqwW33RDFWRlZGHfocPW17q2a4ZicbEGmRXNJAESIAHHBCjQuTJIgARIgAR0T8AaPf/P0tDQUHR/oTmioiJx9vwFrP1mMy4mJePFFk8jIsKi+/nQQBIgARIoiAAFOtcHCZAACZCArgk4ip7fffvNeKBOLV3bTeNIgARIwF0CFOjukuN9JEACJEACfiHw7Q+/4Ocdu61j2UbP/WIAByEBEiABPxOgQPczcA5HAiRAAiTgPAFGz51nxZYkQALmIUCBbh5fciYkQAIkYDoCjJ6bzqWcEAmQgBMEKNCdgMQmJEACJEAC/ifgMHpe82Y8cC9zz/3vDY5IAiTgTwIU6P6kzbFIgARIgAScJsDoudOo2JAESMBkBCjQTeZQTocESIAEzECA0XMzeJFzIAEScJcABbq75HgfCZAACZCAzwh888Mv2MrKLT7jy45JgAT0TYACXd/+oXUkQAIkEHQEHEXPa9e8Bfffe2fQseCESYAEgpMABXpw+p2zJgESIAHdEmD0XLeuoWEkQAJ+IkCB7ifQHIYESIAESMA5AhNnL8GFhERrY0bPnePGViRAAuYhQIFuHl9yJiRAAiRgCgJjpy1AckqqdS49O7ZGdGSEKebGSZAACZCAMwQo0J2hxDYkQAIkQAJ+I/Dv2fNYuPIrJCWn4JH7auOOW2/029gciARIgAT0QIACXQ9eoA0kQAIkQAIkQAIkQAIk8B8BCnQuBRIgARIgARIgARIgARLQEQEKdB05g6aQAAmQAAmQAAmQAAmQAAU61wAJkAAJkAAJkAAJkAAJ6IgABbqOnEFTSIAESIAESIAESIAESIACnWuABEiABDwkkJScjLmLlmL9xs04/e8ZlCpRHHVq34UXnmuOUiVKOOz90F9H0LZzTzR45AEM6d/LQwvy3p6RkYH7n2iGrh2ex3MtnnWq77PnzuHJ5i8U2Pb2Gjdjwsj3Cu3vl+070bP/EEwZNwI333h9oe313mDyjLmYt2Q5vluzVO+m0j4SIAGTEKBAN4kjOQ0SIIHAEBAx/HKf17F77x+oXasmrqt8Df45fhKbftiCCuXLYurYEShaNO4y4ybNmIOZ85YgOjoKaz+bC4sl3K0JLF21Bnv27sMbr/W23p+enoH6DZugc/vn0L5Nc6f6TUlNxbzFy61tf921B//7dReaN34KcUVj1esVypVVDxSFXVt+2Y5XB76FT0d/iBo366NE4s7dv2PmvEUY3K8nSpUsWdgU8rw/YeoszF+yHJu/WuHSfWxMAiRAAu4SoEB3lxzvIwESIAEAKz7/Eh+OnoDundujTfNnrEy++W4zBg0djudbNVWRbPurebsuSEhMxIULCfjwnUG479673eI5fMwEbNr8Mz5fMssjgW4/+JyFSyHCdNm8qSh35RUu2aZHgb5+4/cYMmwEFk6fgEpXX+XSfCjQXcLFxiRAAl4gQIHuBYjsggRIIHgJ9HrtTfz62x6sW7kQ4WFheUA0f6ELQkJClCi0vfYf/BPtuvRC355d8Om02ahb+y68OfBSBNwVmh98PB6bfvgZaz6bTYFeALivv9mEN9/7CPOnjce1lSq6glg9qDCC7hIyNiYBEvCQAAW6hwB5OwmQQHATaPp8Z+Tk5GDpnCmXgZA87G07duHHdSvzvDdx2mzMXbQMXyyehTETp+H7n7ZizWdz8qS5vP3+KPx+4GAeca9FpmdMGIUbql0HiZ4vX/2lte/WzRqjx0svQktxaduyCc6dj8eWrdsRFhaKxx95AB3btUZYaGihTisogr7+u82YPf8zHP3nH5QsXgyPP/IgXmzb0tqvowj6e6M+wYaN32P6JyOtEex9+w8q8btn335EWiJQ555a6N7pBWtKkJZL36FtSxw/eSrfeQgDYfHx+2+pNCP7S4uea68LO2EoV1ZWNmbOW4wvvt6Ac+fP4+oKFdCmxbN47KH61m7sBXpycgq6vDoQOdnZmDZ+pNVv677dhDkLluLosWMoVbIEGjV4VH2DUqRIEdWXlps/dEh/rF6zDnv3/YHSpUuifZuWePTB+wr1CRuQAAkEDwEK9ODxNWdKAiTgAwKNWrbHlVeUxpSxIy7r/Y13P4KItk1rlyI8/FKOuYh6SRsZN2IYvvv+J7z29vsYPnQw6t1zl7UPScfYd+AglsyaZH3thy2/oO/godbNlydOnsLH46dgx297MGLoEJS98gqUvaK0VaCHhobg7jtromaNW7D1f79i6/92KAEvQr6wKz+BvvH7HzHw7Q9w4/VVlb0H/zyMbzb9gMZPPo4BvV5W3doL9IXLVmHsxGkY/s4g1P1vjmL7c517Kg4NH30IFxISsGz1WhXdnjxmuOpHe9CQedSudQduv/Vmh/MQcT1u0gy8O6Q/7rjt1sumlpBwEYtXrMa02QtVrn61KteiyrWVVLuPP5mi3qtf7x5cf10V/LhlK3b/vh/vDOqLRx7IFc22Al0exmT+O3/bi+kTRlrTf7SUpnvvuhP33H0H9h/6C6vXfJ0nxUnjEhFhwROPPYQry5TBmnXf4MjRfzDtk49Q/YZqhbmF75MACQQJAQr0IHE0p0kCJOAbAg2atEX166ti5HtvXDbAR2M+xdLVa7B+1ULEREer9yVq3P7l3ujXsyuebdQAsjmzYZO2eKDePXk2ejoj0KW/gnLQb7ulOiZ+/IEaNzs7G606dENcTCymfnL5w4S98fkJ9Jd6DVBR+dmTxiAqMlLdNnT4aHy5fiO+XDYPcbExeQS6RMFfGfDGZRVlRPTKBtdFMyaidKncTZvyMCMPNSLQb7npBqtAlweM8SPfdWse2rwc5aAL+0efboUH69fB26/3VU3T0tLxfJdXEBUZhZkTc6PstgJ96uwFmDVvMcaOGIbbb73Jiq1Tj77IzoGyXR4o5JK9CWvXfYMNqxar1zSB3vH51ujwfEvV5uTpM3i2TQe1f6Fbp4Kr6PhmBbNXEiABPRKgQNejV2gTCZCAYQgUFEGXnGfJfbaNoI+fMlNVS1m9aIa1mohEZLdt/1WluWiRdm8I9PbPtUDnF9pYWUrazC87duHzxTML5ZufQH+8yXOoX6c2Bvbubu1jw8bNGDxsuBK011e9zipE3xjwKkZPnIqoiAgsnz/NmuohN8qcDx89ijcHXMq9v5BwEZLT/9bAPirFRIugi5gVUatdrsyjIIH+5+EjaNOxh3U8ra08WK3d8C02rFqUR6C/O2QAXnvrfTz+0P2X7Rl47Nk2uLfWHWjRpJHVzp+37cCn0+dg1cIZKFO6lJWLPGzIQ4d2Pd2yPWrccpOK2vMiARIgASFAgc51QAIkQAIeEHA1B/2Z5zoiLTUdrZo+bR11157fsfmnrRgxdLA1BcQbAt2+zKLkgf/40y95Kr7kN3VHAj0zKwv1Hnvmsso023fuRrc+r+OjYUNQp3YtqxCVbw0iIyMhNdYltaTBw/dbh5NI/K7dvzscvmeXF9GqaWOrQPdkHgUJdC0nfPQHb+PuO2+32iJR8mmzF2DD6sWIjopUEXThISUxJbKecPEi5k/9BFdVKKfu0bjkx9L+wcW+/GSzdi/hhqrXYejgfh6sRN5KAiRgJgIU6GbyJudCAiTgdwKvDHgTO3c7ruLSon1XZY+kcci1Z98f6Ng9fxEmNcYl6iyXpHrs2r0XKxZMt87pu80/qQiu7QFArpRZ9FSgiyGuRNDlkKbpE0eq8obHjp/CopkTrKk+EkE/dvwkZk8ana/P8qvn7so8ChLorkTQRaBLfvtbA3urVKEaN1dXDyTaJRH0Bg8/gF4vd8x3PvmVn6RA9/vHlgOSgO4JUKDr3kU0kARIQM8Elq1aixFjJ+KVLi+iZdNLmy+1zZ9ykqeWWzz20+lYtGyVqt5SvHixPNOSdJgff95mTXP5ZPIMLPhsJVbMn6bSI+QaN2k65i9ZkUegfzR2Er5c/y3WrVxgTSHxhrDNL8Wl8yv9EX8hQeWgR0ZEKLuGjRiDteu+xZdL5yIuLtYaQf/gzYFq8+X+A4fwwsu91eZUqRcvl1SyWbBkBaaO/wjVqlRWr0me/K49+yC583J5Yx4aZG0TpxbNlte1HPSH769nTVmRMdt1fQUWSwRmTfxY3S4RdKm6s/azOShWrCgWLV+F0eOnYuS7b+Deu+9UbTr17Ifz8Rcw69PR1oeQi4lJOHn6NKpWvla1oUDX8yeZtpGAvghQoOvLH7SGBEjAYARkE2TXV19X0XGpalKlciX8c+wkpNpJ2bJXqJNERdRJ9Q/ZDFjxqgoYO3zoZbPUouNamsjuvfvQqWd/VW1EKn4cP3EKq79cpzYx2kbQRThKXnuzxk+qUz6luoo3hG1+Al0TujdXvx733VsbBw79pTZ3Nmr4qDUv3ZEQlQ2Tn69dh7lTxqkyizKftp17IDo6WuWbx8bE4oeft0JqxM+ZNBZXV6zg9Dzk4WD85Jl4Z3DfPLndtpD37tuPDt37qjKMUnFG8ujlGjluEj5b+QUeql8HN1Sris0//Qw5dVTLg9cEum0ddElpadf5FWRkZmLe1HFq34CUnhwydDiqXVcZ99e7FykpKVj/7SaEhYer2utS2pIC3WAfbppLAgEkQIEeQPgcmgRIwBwEEpOSMXvBEmz4bjPOnD2naoPfW7sWXnyuhXUj6O9/HMCL3frg9T498FSDRy6buAjvp1q+oE4UHdzvFfX+mq+/wcz5i3H+fDxuuvF6PPLgfRg2fIyq4S21vOWSEoKDhn4IyWNv0ugJSP62PDTUb5h7gqnUQtcuEck/bvkFKxfOKBS8ROolYr9iwTRVDtD2EkGu6qAfO4YSxYqhwaMPoMPzl+qra7ndtg8S8fEX0KpDd9x0YzVraogwkUj63n0HEBsTjRtuqIoX27RQIlcurQ56lxfbFjgP7VuMUe+9iXvuuiPfucnmz6++2YgK5ctbK7RIHfQZ8xZizVcbcPZ8PCpWKI82LZrkyZefPGMu5i1Zju/WLLX2LfXtpTqNfDuila2UDcFzFy7F38eOq/KLt95SHV1fbKse0ORyxEVel1So6tWqun1YVaHOZAMSIAHDEaBAN5zLaDAJkAAJkAAJkAAJkICZCVCgm9m7nBsJkAAJkAAJkAAJkIDhCFCgG85lNJgESIAESIAESIAESMDMBCjQzexdzo0ESIAESIAESIAESMBwBCjQDecyGkwCJEACJEACJEACJGBmAhToZvYu50YCJEACJEACJEACJGA4AhTohnMZDSYBEiABEiABEiABEjAzAQp0M3uXcyMBEiABEiABEiABEjAcAQp0w7mMBpMACZAACZAACZAACZiZAAW6mb3LuZEACZAACZAACZAACRiOAAW64VxGg0mABEiABEiABEiABMxMgALdzN7l3EiABExL4NBfR9C2c080eOQBDOnf67J57tz9O7r0GpDn9ciICFS6uiJaNGmEBg/fb32vZ/8hOH3mLBZOn5Avr/za7Nn3B7r1GYS6tWth2JC84/ka/uQZczFvyXJ8t2apr4di/yRAAiTgVwIU6H7FzcFIgARIwDsEJs2Yg5nzliA6OgprP5sLiyU8T8fbd+5Gtz6v4746tVG1yrXqvaTkZGzd9iv+PHwEPbu8iFZNG6vXX+7zOv49cxZLZk3K1zhHbS5cSMALXXvBEhGB6eNHIiY62juTc7KXCVNnYf6S5dj81Qon72AzEiABEjAGAQp0Y/iJVpIACZBAHgLN23VBQmIiRCR/+M4g3Hfv3Q4F+psDe+Pxhy5Fy7OystHl1QH48/BRrF+5EEWKFHFLoOfk5KDPoHew87c9mDLuI1S+5mq/e4gC3e/IOSAJkICfCFCg+wk0hyEBEiABbxHYf/BPtOvSC317dsGn02ajbu27IELc9tIi6PYCXdrMXbQM46fMxNI5U1C+3JVuCfQZcxdh8sx5GDqkPx6uX9dbU3OpHwp0l3CxMQmQgIEIUKAbyFk0lQRIgASEwMRps5XI/mLxLIyZOA3f/7QVaz6bkyfNpSCBPnrCVCxatgrrVi5EbEy0ywL9l+078cqAN1Qu+ytdOlzmFInSz5i3EGu+2oBz8RdU3vuLbZqjft17VNsBb76HP/YfxLJ5UxESEmK9v2P3frBEhGPCyPewfPWXGD5mAj5+/y3UrlXToePtBXpycgq6vDoQOdnZmDZ+pJXHum83Yc6CpTh67BhKlSyBRg0exfOtmqpvD/Yf+hPtXuqFgb27o1HDR63j/LT1f+j9+tsYP/Jd1KxxCxceCZAACfiVAAW6X3FzMBIgARLwnEDT5zuj3JVXYNyIYfju+5/w2tvvY/jQwah3z13WzjWB/saAV9VGUrmSU1Lx08/bMGzEGNxQrQomfvyBet2VHHQRz+26vIrz8fEYMXQw6tqMqQ0+ctwkLF21Bo2ffAyVr6mETT9swbYduzDy3Tdwz113YO36jXjng1H4dPSHqHHzjeq2k6fP4JnWL+KVlzui5bON8MXXGzBu0gy8O6Q/7rjt1kIFuqTcDHz7A+z8bS+mTxip+Mj1zXebMWjocNx715245+47sP/QX1i95msl0Lt2eF61adbuJdV+7PCh1nHeGzkO3/2wBV8smY2w0FDPncYeSIAESMAFAhToLsBiUxIgARIINIF9+w+i/cu90a9nVzzbqAFSUlPRsElbPFDvHrzx2qU0F02gO7L36ooV8NHQIah4VXmXBPrJk6dwRZnSOH7yNLKzc1CsaBzmTB6TJwouUezHnmmN5s8+hR4vvaj6z8jMRPuur6JUyZIY8+HbkDYNm7VF4yceR6+XO6o2i1esxsefTMGKBdNwZZkyTmG2jaBPnb0As+YtxtgRw3D7rTdZ7+/Uoy+yc4DJY4YjNDQ3Wv/h6AlYu+4bbFi1WL0mqTqz5i9R30gUL14M2dnZeKJZO9SvWxuvvdrNKVvYiARIgAS8SYAC3Zs02RcJkAAJ+JiA5I7PW7wcqxfNUIJXLokcb9v+q0pzCQ/PrebiqIpLbpnFq1D7ztut7aStsxH0HTt3q2jyhFHvq0owH3w8HoP69sSTjz9snbWUf3yuUw/06toBNW65JJRnLfgMh/48jMWzPlVtBw/9EL/t2YcVC6arVJPufQcjMzNDRdWdvTSB/u6QAXjtrffVZlj7XPzHnm2De2vdodJxtOvnbTvw6fQ5WLVwBsqULoW/jvyN1h264fXe3fFUw0exY9cevNx7oIqo16pZw1lz2I4ESIAEvEaAAt1rKNkRCZAACfiewDPPdURaajpaNX3aOtiuPb9j809b86ScFJSDbm+lKwK9b4+X0OTpJyB55q07dkNKSqoS3SL+/8/eWcBZUbVh/NkOultAGkUBkRAQ+ChBQEC6u1NaSUFCkO7u7k4FpAQEFKS7m6W4+SHQAAAgAElEQVS24/u9Z/feDTbuxp2de+9zlN/de+fMif85M/PMO+95R9KpM+fQo//QSEFISMgDW9eobeI+MnDYaMybNh4fZcmsLOrdO7VBwzqhQjommiLQl63eoEJNurm64c3bt1g5fzqyZsmkdvUPCEDZqnWiLGbxrInIlye32t6iYy+kSZ1S+bxPnjUfu/cfxI61S41W95jawu0kQAIkkJAEKNATkibLIgESIAEzEpCXAslCyqiS+JqLz7kkcwh0cXHZuGKBsfqDfx5T1vtObZqjZZP66neDBX3siB9RrnTJKNvq5+eH6vVboFa1ysiVMwdG/joZW1YvRPq0aU0maBDo4qM+fNAPaNy2Kz7/tCAmjBpiLEMs6NUqVTC60kRVuCy6nbNwmfI5b9XlB5QoVgQDenUxuS3MSAIkQAIJSYACPSFpsiwSIAESMCOBqbMXqugrBl/psFUNGz0Bx/46bXRzMYdAj+xlRnLDcPvuPaxfOkf5b8tC1Cq1G6F8mVLh3ix67/5DuLu7Gt1ypO2/TJiK0+f+Rd6Pcyrrt2HRqqkIRaCLsN61fhlSpEiONZu2YvKM+Wox6lcliqli2vfoh1cer7Fk9mTji5TevnuPx0+fIs/HwS9wkvToyTPUbdoWDevWUoxlAW6xIpEvTjW1fcxHAiRAAnElQIEeV3LcjwRIgAQ0JCBRSkRAZsuaJVy0EUMTDh05rvywxXpcuuSXZrGgRybQDTcCDWrXRO9u7VVzJkyZjQ3bdqp2SIjChw8fY+e+31GxfBnls25IEq6xR/8hyge9d9f2qF+7hnHbrn1/YMbcxfh5cN8owxxGDLMoLi0tO/RUi1JXzJ+m/Oz3HzqCISN/Rd7cH6N82a/g5eWF/X8chqOTE1YumBEuQkunXgPw73+XkTJFCmxbs5juLRrOb1ZFAiQQngAFOmcECZAACVgAgUtXrqFN1z74sU931KxW+YMW+/j4omajVuqNooP79cQ/Fy5BBOfIwf1QqXzZaHsoIvnp8xdYvXBmlPmiy9N/yChI3HDxRc+UMYPy/ZYXGYkof+3xRoVaLF2yGFo0rh9O9Eq0lFoNW+Olh4dasJk2TfCiV0kbt+7C+KmzMHH0MBWaMbI0d9FyrFi3CYd2bjBulnCOEqO9a/tWaFK/tvp97++HsXz1Btx78FCFU/ysUEF0btNcWd3Dpg1bdmDCtDkqOo5EyWEiARIggcQiQIGeWORZLwmQAAmQALr3G4yAwED1cqLETufOX0Tn3gP5cqLEHgjWTwIkAAp0TgISIAESIIFEIfDo8RM0bNUZfbp3xHffVk2UNoStdMzE6Thx8m9sWrkgXGz3RG8YG0ACJGBzBCjQbW7I2WESIAESSHwCuw8cxOr1W/Hk6TNsXDEPbq6uidaoBw8fY/OO3Vi5bjO6tGuJpg2iDs2YaI1kxSRAAjZFgALdpoabnSUBEiABfRCQeO6SfurTI9GjpezYewC/Tp6pIs8MGdA73MJRfdBiK0iABGyNAAW6rY04+0sCJEACJEACJEACJKBrAhTouh4eNo4ESIAESIAESIAESMDWCFCg29qIs78kQAIkEEcCl67fwp4/jqkX/lT/X2lkyZQ+jiVxNxIgARIggegIUKBzfpAACZAACcRIwNPbBzMXr4W/v7/K6+rsjF4dmsa4HzOQAAmQAAnEngAFeuyZcQ8SIAESsDkCB4+dxokz5439Tp0qBTo0rWtzHNhhEiABEtCCAAW6FpRZBwmQAAlYMAFvHx9MX7hGvSHUkEoWLYTyXxWz4F6x6SRAAiSgXwIU6PodG7aMBEiABHRB4ODx0zjxd6j13MnJEV1a1IebW+LFLtcFGDaCBEiABMxEgALdTGBZLAmQAAlYAwGxns9YvBZ+fsG+55JKflEI5UvRem4N48s+kAAJ6JMABbo+x4WtIgESIAFdEDh04m8cP/2vsS1iPe/aqiFcXZx10T42ggRIgASskQAFujWOKvtEAiRAAglAIDLreakvPkO5Ul8kQOksggRIgARIICoCFOicGyRAAiRAApESOHzibxyj9ZyzgwRIgAQ0J0CBrjlyVkgCJEAC+icQqfW82GcoV5LWc/2PHltIAiRg6QQo0C19BNl+EiABEjADgT//OoOjp/4xlkzfczNAZpEkQAIkEAUBCnRODRIgARIggXAEIrOef1XsM3xN6zlnCgmQAAloQoACXRPMrIQESIAELIfAnyfP4ujJc7SeW86QsaUkQAJWRoAC3coGlN0hARIggfgQiMx6XvrLz1G2RNH4FMt9SYAESIAEYkGAAj0WsJiVBEiABKydwJGT53Dk5Flaz619oNk/EiABXROgQNf18LBxJEACJKAdAV9fP/XWUB9fX2OlpYsXRtniRbRrBGsiARIgARIABTonAQmQAAmQgCJA6zknAgmQAAnogwAFuj7Gga0gARIggUQlEJn1vEzxwihD63mijgsrJwESsE0CFOi2Oe7sNQmQAAmEIyAxzyX2uSG5ODuhc8sGcHVxJikSIAESIAGNCVCgawyc1ZEACZCA3ghEbj0vArGgM5EACZAACWhPgAJde+askQRIgAR0ReDYqX9wOIL1vGurhnB2dtJVO9kYEiABErAVAhTotjLS7CcJkAAJREKA1nNOCxIgARLQHwEKdP2NCVtEAiRAApoRuH77HtZv32+sT3zPaT3XDD8rIgESIIFICVCgW+jEePvuPRavWIPf/zyGly9fIUO6dPimUnk0b1wPTo6OCd6rTr0GwM3NDZPGDI+y7GlzFmL1hq04vGsjHBzsE7wNLJAESCDhCVy7dRcbdhwwFlyu1Bco9cVnCV8RSyQBEiABEjCZAAW6yaj0k9HPzw+deg/CxctXUbZUcWT/KCsuX72O02f/xVclimHCqCGws7NL0Aa3795XCfSpv46Mstyde3/Hn8dP4pch/WFvT4GeoAPAwkjAjAQOnTiD46f/QfasmdC49jdmrIlFkwAJkAAJmEKAAt0USjrLs3n7boybPBN9e3TC97WqG1s3cfpcrN+yA3Mmj0OhT/InaKtNEegJWiELIwESIAESIAESIAEbJUCBboED32vgMFy8cg27NywPZ6n28/fH48dPkS1r5gTvFQV6giNlgSRAAiRAAiRAAiQQKQEKdAucGPVadICzoxNWLpwRY+uvXLuOmfOX4b9LV+Dk5IRSXxZB1w6tkCZ1auO+r155YPr8JTj+19/w8fVBwXx50LltCxTMn9eYJ6JAv3HrDjr1HoiK5cpgYO+uKt/cRcuxYt0mHNq5wbjfSw8PTJ+zCMdPnoG45ohlX+rPnTOHMU+N+i2RKWM6zJs2Icb+MAMJkAAJkAAJkAAJWDsBCnQLHOFajVojS6YMmDVpbLStf/TkKZq1747kSZOgaqUKePf2PXbt/x0Z06fHkrlT4OjggMDAQLTu8gPu3nuAalUqIEXyZNh94BBee7zBkjmTkS1LsDU+rEB/8+YtWnf9AenSpMa08aOU8Jc0c/4SrFy3CUf2bFbfAwIC0bpzbzx78RJ1alSFu7s7tu/Zj5evPLBqwXTjTUKTNl2RIUO6aBegWuAwsckkQAIkQAIkQAIkECcCFOhxwpa4O1X7vjkK5s+D334ZGm1D5ixahuWrN2LJnCn4OMdHKu+OPQcwavwUjB85GGVKFcepM+fQo/9QZQX/7tuqKs+du/fRvEMP1KtdAz06tQkn0CeNGYHeg4bh3v0HWDBzIlKnTGlsQ0SBfuLUGfQeNFwtWi1d8kuV79HjJ2jUpgvaNGuElk3qJy5I1p7oBN56euPpCw94+/ghMCgo0dvDBpCAuQnY29nB1cUJ6dOkRDJ3V3NXx/J1RCAoMAgBQUEIDApEYEDwZ0BgEALlX1Ag1PbAQGXckk/5rvIGBiIwCAiSc6T6X/4zfLdTv6vv8l9QECREhPotyM6QE2FPr4YgEhJLwk7+kx3s5K+w3wVc8Da1xQ6QuWsvn/b2sLezh529HRzs7VXUNvlu7yDb7eFgbwd7+Rf2NylfdmYymQAFusmo9JOxZsNWyJo5Y4wW9B9/HofrN25h7ZLZxsaLO0v1+i2U8G5cr7ZaVPrbtDnYunoR0qVNY8wnVu0sWTIpIS/JYEH/OGd2rNmwFT/+0A01q1cJByWiQF+3eTtk4erMiWPg5upizDvo57EoXrQwBv3QTT9Q2RLNCYg4v/3gqeb1skIS0AuBHFnSU6TrZTBi0Q4R1QEBAfAX4SxiOkRQ+8tvAQEICAgK+QwW1yK2/QMCY1GD9WYVQe/oICLeHvaO8ukARwc79UTf8Ld8Bm8LzWu9RKLuGQW6BY66qT7oErtcTgzzpo439lLuqktXqY3G9b5D945tlN/4ohVrcXjXBqOrimTu0udHeHl5Y9HMiUaBfuvOfbz39FRW82TJk2LZ3KnhYq5HFOhiwV+8Yl2khMV6bxD/FjgEbHICELhx7zE8vX2RNmVSZM+UFm4uzglQKosgAX0T8PLxxZ1Hz/Hc4x3cXJ2RO1tGfTfYxlrn7x8Av4AA+Pn5w1f+9veHn1/Ip3+g+h7XJJZrg8VZrMxieVbfQ6zQ4f8Ov12s1sqabbB0y6f6F2rhDv4eYgkPs82wn7TbYHlXxnhlZQ9+chn8d6gVPvTvMNvE+h9ywxFs6Q9v8Q9r/Q/9W25mQp4IxOMpqbzfxcnRXmkOJycH9ens6AAnJ0c4OTjA0dEhrsOi2/0o0HU7NFE3TKK4XLp6HbvWLwsXxUXu3J88eYYsmYNP+AltQb9w6SraNG+Ezz8tgJ4DhimB36R+bWNDo7Kg7928CsmSJrFA0myyOQlcuH5PXRSK5s8Bd1eKc3OyZtn6IiA3pmcu31auAAVzZdNX46y8NaIRff384e3rq1zrDELc318EuX84V5CoUCjLrohDh+BPsf6KeJRP9e+DbcG/J/DrSSxupIS96BQ//+AnDcE3Q4Hq0/D0wc9fnjaE3yZiP6YkNyZOwj1EwLs4OULeiuzq7AxnJ0eLZE+BHtOo63D7xq27MH7qrHB+49LMybPmY92m7Zg9aayKljJ74TKsWLMRy+ZOQ47sWVVP5GVCI3+djF9HDlYvOTr591kltsO6rNy7/xBN23fH999VR89ObdV+4uLi4+uPJbMnqTv0gcPHKP/1tYtnGRd7RhTof50+C7mZiBiv/fx/l5E/X26zvPFUh8PFJkVB4Py1u2pLmcKh0YIIiwRshcCRc1dVVwvlCV4fxJTwBEQIevv4qid1PiLIff3h4+sXbUXiO+3q7ASDwHNxdoSLk5MSe+pvZyflq82kHQER9j5+fkqDGD99Q7+bsoYpWKw7wtXFWT2tlU8R9HpOFOh6Hp0o2ubr64eOvQbgyrUbKFemFHJ8lAVXrt3E8ZN/o/gXRTB57HAlomVBporikiI5qlf+H96/88S2PfuQIW1aLJ03Vd3RGyKt3H/4CDW+qYTkyZNh177f8fKlB5bOmWKMqR4xzOLDR0/QuG0XFWZx6IDeqqWRRXFp2akn7j14qKLI5MiWVYV7/P3wUQzp3wvVq/xP7de8fQ+kT582xkWvFjhUbHI0BCjQOT1smQAFesKOvvh4e3r7wNPTB16+vvDy9lELMCMmcSsRAe7mEmxdNYhugxAX/2gmyyMg4x9RvMtTEi8fP/WkJDIrvDwJETczN2dnuLu7IImbi3I30kuiQNfLSMSyHW/fvsOC5atx+MhxvHjloRZ4flOpPFo2rh/Ol/zy1euYMW+xerGRhEMsWawIundsHS4OuiFW+bGTf8PP1xf58+ZBl/Yt8En+fMZWiT+7m5tbuFCIC5auxvylK7Fwxm8okC9P1HHQZy/EidPn4B/gj/x5cqHWt1VRqVwZY9nf1muBTBkzYP70UF/5WOJgdgskQIFugYPGJicYAQr0+KEU97g377zw5r0XPL18lHtK2CRWbnc3F7UIN6n8c3NRVlMK8Phxt9S9RcDL+o/3Xj545+kNCVIgf0dMzo6OSqwnd3dD8qRuytiZWIkCPbHIs14SsHECFOg2PgFsvPsU6HGbACKsXr15p8S5YYGjlCSWTxFUKZK6I0USNyR1d0lUcRW33nEvLQnI/Hnr6aNu8l6/88Sbd57hnrqIOJc5lTpZUiRNon1IVAp0LWcD6yIBEjASoEDnZLBlAhTopo++xAN/9fY9nr18Y7SUi0tK8iRuSBZi6RQLORMJxJfAOy8fvH0f/GRGbgJ9/IKfzMhC03SpkiNV8iSa3fhRoMd3NLk/CZBAnAhQoMcJG3eyEgIU6KYNpAilB09eqDjisqgvfarkyJg2BcOymoaPueJJQBYYP3n5Gk9evFHRZcRFKkuGNOrm0NyJAt3chFk+CZBApAQo0DkxbJkABXrMo3/38XO8fuupRFG2DGmQOV1KzayXMbeOOWyJgLjDPHzmgbtPXqjgGimTJUG2jKEvdzQHCwp0c1BlmSRAAjESoECPEREzWDEBCvToB/fxcw88e/VGvSOhUO5sug+JZ8VTlV0LQ0BCd56/fk+F7hSXl4xpU5qNDwW62dCyYBIggegIUKBzftgyAQr06EffcH74okAOurPY8oGiw75L9JezV+6olpnzPQYU6DocfDaJBGyBAAW6LYwy+xgVAQp00wR6kfzZkcSVC0B5JOmHAAW6fsaCLSEBEjADAQp0M0BlkRZDgALdNIFOFxeLmdI20dCwLi60oNvEkLOTJGB7BCjQbW/M2eNQAhTopgl0ycVFojxyEptAYFAQHoVZJGpoD11c4jgyQd6vEeDlgSB/HyAwAEF+XqokOyc3wN4Bdo4ucHBLCTvXFHGsgbuRAAnElQAFelzJcT9rIECBbppAz58jM27cfwKxXDLMojXMfMvqgywGffziNZ6+DA6zKPHQc2VNj0u3HqqOUKDHZjwDfOH/5hECPV8BQYGm7WlnD3v3VHBMnglwcDZtH+YiARKIFwEK9Hjh484WToAC3TSBXqZwXgQGBqlY1A+evoK3r5/a0fCiIvWyInlzKF9UZOFHhD6aH+5FRe+94OMb/KIiVxcnZEmXChnSpIC9nR20OH6tZ5FoUCD8Xz9A4Ltn8Rpl+6Tp4JgiC2BnH69yzL3zoydPMW/Rcpy9cBFvXr9B1iyZUahAfjRpUAeZM2Uwd/WRll+mam3Uql4F/Xt2UdsXrViLuYuWh8ubMkUKfFIgL9o2b4QC+fLEup17fz+M2QuX4fGTp5g79Vd8WiBfuDK27NiDsZNmYPGsiciXJ3esy5cdjv11GguWrcbtO3eRLl1a1KhaCY3r1YaDQ+icCAwMxOIVa7Ftz368euWB7NmyonXTBihf9qtwdcod9/LVG7H7wB949uw5PsqWFa0a10e5sqXi1DZr2okC3ZpGk32JLQEtLvCxbZOe8kd1fnj55r0Kv/jC4x3E7cCQHOzt1WvZU8i/JO5I6u7CmOl6GlAdtkVim7/19MGb9554/U7eHOqJgMDQOWVvb4c0KZKql2PJG0TDJi2OX6sQ6OK64vfiBuDvmzBTwNEZTmlyBbvC6DB5eLxG03bd8d7LExXLl0XyZElx+849nDpzDqlSpsSWVQthb6/9DUapSrVQs3oV/PhDN0Vt/tJVWLB0FRrWrYWkSZMgMCAA9x48wp/H/4K9nT1mTxqDvHlymUz43XtP1GrYClkzZ0LVSuXxbZX/IWXKUPckL29v1G/RCYULFcCoIQNMLjdsxr/P/YtufQejcKGCKFOqBC5cuoKDfx5Dh9bNlAA3pBnzFmP5mo1KkOfN/TEOHz2BK9duYPLY4Sj+RRFjvl+nzMSmbbtRqXxZ5MuTC4eOHMOFS1fxy5D++F+5MnFqo7XsRIFuLSPJfsSFgBYX+Li0Sy/7xHR+EHEuIv3V2/fqtezePsGWdUOyA+Du5oJk7q7qXxI3F7i6OCt/dibbIyBvovXy8YVEYHnn6Y23nt7q74hJLOXyVCZVsiRIkzKpspZHlrQ4fi1eoIufud+LW6a7s5g6L+3s4ZQmpy790w3Cd/bkcfj80wLGHj14+BjPXrxU4jIxUlQCfcvqhUifNq2xSRcuXkaHngNQpuSX+HXkYJObevXaDbTs3BvDB/VB1YrlPthPLPYLl67CyoUzkC1LZpPLDZux/5BROHfhIjavXAh3N1e1qfeg4bhy7SZ2rl+qvvv5+aFy7cYoUawoxo34Uf323tMTjVp3Qa6c2TF57Aj12+Onz1GnSRvUr10DP3TroH4Ti3rLDj0RiECsWjAzTm20lp1iugBbSz/ZDxJIrAu8JZOP7flBfNRFqL997413Xt5KhIkoi5jE0i4izM3FCa7OzspVxsVZ/naEs5MTBbyFThoZa18/P3j7+sPH10+5pnj7+sLLx0/dvAUEfjgXHB0c1JOWpG6uSJbEVT19kd9MSRToMVBSlvMnl0xhGec8ThkK6M6S/uPP4/DXqb9xYNvaOPfLHDuaKtCl7h79h+K/y1ewf8tqkx9DGqzbU8aNCGellvJev36Dei06oGrFCujbo2Ocuyc3D+89vVCiWKgVfM6iZVi8Yh0O7lgPFxdn3L5zH43bdkHnti3QonE9Y11ieb//4CE2r1qofjt64hT6Dh6JOZPH4bMwN1Li9rN45Tr8sX2dKs9WU2wvwLbKif22TgJaXOAtmVxCnB98/PyVUBdLqae3D957iWCL/km7uDW4OjvBxSlYuAf/c4SLU8insxMit6laMm19t108mXz8gkW38TNEhMt3EeBh3Z0i642bizOSuDnD3VUEuQuSuLuqMY5r0uL4tVwLeoAvfB9fTHjLecTRsrOHc8aCulo8OmHqHGzYugMRLeiRTbSAgEAsWrEaO/ccwEuP18j+UTa0adoA5cqE+kC/ePkSU2YtxKkz/8Db2xsfZcuCbyqVR92a1Y0C0pQ8sRHok2fOx5qNW7Fvy2okTeKu3EDEHWTSmOEo+WXRD7py5p8L6Non2FptSPOmjTf6oE+eNR/bdu7FumVzkTpl5K/e/ePwUazdtA237t6Hn68vMmfMiGaNvo/UGh+2nj4//Yxbd+5h4/J56ucr166jVecf0Ld7R3z/3bfGrAOGjca58/9hz8YV6jepT26mPhDoi1dg0fI16gbLYKWP60nCkvdLiAuwJfefbbdtAlpc4C2ZsLnODyL2RKSLYJcIHWJtFaurwfoqfskxJXGTcXIUi7uD+pToMhLdQ306OsAp5G8RgHZRuEjEVIe1b5eFv77+/io6j5+fP3zlU/2TsQj+lO/ytzx5jikJ57A3UnKTJTH0RZCLOE/oYdDi+LVYge737CqCfN7FNGYJst3OJSmc0uVNkLISohBx9WjTrY/y467w9Vf47NOC+CR/XuULHdH3/LdpIuZ3onaNqvg4R3blK3367L/47ZehKFX8C9WcXgOH4fK1G2jWoC7SpE6F/y5dxYnTf2PGb78gQ7p0JueJjUA3WKV3rF+qBPWOvQcwbc4i5Zv9ReHPPsDk6eWNbbv3YvKM+ejZqQ0K5M+HfHk+hquLC2TBbMNWneHuLo+nHNUjSvEN79imGdxcg91UJA0Z+SucXZzxaYH86vvOfQdw8fI1LJ83DTmzZ4t0aM7/J+44/dGmeSO0b9lE5TH8NnRAb1SrXMG4389jJ+LgkRP4fXvwk407d++jUZsuaPh9LfTq3E79JjdMrTr1wpu3b7Fl9aKEmA4WW4a5LsAWC4QNtykCWlzgLRloYp0fRBSK5d3gJhHOYitC0i84qoepSSzyziLinRwg7jXi0yzX6eDPkH8SSU7+Nv4WZntIfhGgIjLVp4SLVt9DfpNfDNvCbZefQ/eTNsv9R5D8FyT/5HvwDUnw95Df1PaQ3yJuCwqCBEkQi7WI7ODPwDB/y28h38NuDwpS1z8luv39Vf7YJLkBCn2qEf6JhvwuN0daJi2OX4sU6IGeL+D/8o6WYwHH1Nlh755G0zqjq+zMP+cxZdYCXL1+05hNFoj26tIOVf73tfrN09MLVes0QYO6NdG9Yxv1m9yVtu7cG2lSp4a4ikiqWLMBKlX4GoNCFndGVq8peWIj0BcsXY35S1di08qFyJg+1D89+j4HW9Gn/joSXxb93Jh16uyFWLV+Mwp9kh9ff1VSLdbcf/BPVCxXOtrFoiLs6zZth8H9e+LbKhU/qFoWpbbs1FOdqFbMn2YU+2f/uYAufX7E6KEDUOHr0sb95AnA9l37cXj3RuNvA0eMwaE/jyshnzdXThw8chz/XLikosL06BQ8JraaEusCbKu82W99EdDiAq+vHseuNXo+PxhEpl+IpVdZf8P9HWIR9vNH7GRo7BhZcm65uYj4xEHdyKinESFPJpzkiYT24tsUrlocvxYp0H0fX0i4iC2mjITkcXSGc8ZPTc2tWb6XHh64fOU6zl+8hI3bduPt23eYO2UcPi2YHzdu3UGz9t3Rq3NbfF7oE2Oblqxajxs3b2Ptktnqt469BuD6jVsqIkyBvHmQ/aOsynXE2dnJuI8peWIj0CNa0E0BZnBziSjQazZshVQpUmDRrEnGUIjy5GD9lh2qj2EXjHr7+ODJk2eQiC9iIenUawB6dmmHRnVrfdCEn34ehz+P/YXZk8eiYP7QJyhGC/rAH1CtUnnjfj+Pm4SDfx43WtBlg9wkzVqwFIeOnkCgWA8C/OHl6YU1i2chU8bECYdpCmst8uj5AqxF/1mHbRPQ4gJvyYSt5fwgVuNg941gq3Fcrc/hLNxi6TZatj+0dMu4R2YRl99Dre/BVnhlYzda38Nb3MNa30PzGCz9pj8FkHrU0wN7EeWOyg0obNhiS5ynWhy/FifQVdSW5zcSZTyd0ubSZVQXA4zrt26jefseaFK/trKYS9hFWYwZWRJ3kANb16hNj548w7Q5CyGLMN+8eat+E/EoLi6ZMqQ3OU9sBLr4jK/ZEOqDbsqARibQxcpd+btGaNeiCdq2aGQs5tz5i+jceyDGDhtkjDk+b8lKrFi7ET4RFglFJtDFLWjC1Nno3a09GtSuGa55l69eRwfEHxcAACAASURBVOsuMfugR+zTi1evUL95R9T6torR5cWUfltrHmu5AFvr+LBf5iWgxQXevD0wb+k8P5iXL0uPHwEtjl+LE+j+L28j0PNl/MjGcW9799RwTJ0jjnubfze5Uy9f/XtUq/I//Ninu9GCPnbEjyhXuqRJDRCBLtbe0b9NC+c7HXbnqPLERqD3HDAMFy5ewv6ta0xeRBOZQBcLdcVaDZV/uPiJG5JBoIuv/VclikFcgrr2+Qmd2jRXMcmzZM4IsaZX+Lb+BxZ0cRtq36MfvirxJcYMG/gBN0MUly7tWqJ5o++N27v3G4y79x5E6Vs+Ycps7Pn9INYvnYsUKZKbNB7WnIkXYGseXfYtJgJaXOBjaoOet/P8oOfRYdu0OH4tTqD7Pjhn/sgtUc09ieiSpXCiz0zx33Zzc1W+5WFjdspbNoeNnqBibkvsbVlYWaV2I5QvUyqcL/a9+w/h7u6q/NAlieW8cKFPwz1yqlG/JcqWLoEBvYLfCmpKHlMF+sXLV9G+R38VrUUEtKkpKhcXCa/o7uaORTMnGvswafo8rN28zejjLu4u4vayf+tqJHF3V1UKhwatOoUT6CL4W3XprR5DLpo5CcmShn97mOwncdArfdcIpUoUUxZ6SbKfLAjNmf0jo29/2H7de/AQTdp0RftWTcOFZjS179aYjxdgaxxV9slUAlpc4E1tix7z8fygx1FhmwwEtDh+LUqgS9QWid6SmEmiuUhUl8RKYvXt2HOAWhyaLm0afPZJfmTJnEm9SfTP4yeRI1tW5YttiK8tVtsN23aidMkvUfTzQnj48DF27vsdFcuXwU99e0DifotYzp0zh3IFSZkiOY7/9TeOnTxtDHloSh7hEZVAlwWRyZIlRUBAAB4+eow/Dh9Tq8hnTRyDAvnyKJS79v2BGXMX4+fBfVU7I0tRCfTdBw5ixJiJ6gVNX5cuiWvXb2LX/oOoXeMb4w3GvxcuKV974VCxXBn4+/tj3abtuHbzVjiB/suEqdi+ez++r1ldRYkxJjs7fFO5gvKfkyQuQSvXbUalcmWQL29u5Xsucd0njh5mjI4Ttg+DR47Dv/9dVj7xEnmGCeAFmLPAlglocYG3ZL48P1jy6Fl/27U4finQYzmPElugS3PFuisiUl6Ec+3mbbx+/VrF9C5V4gs0b1QvnNVX4odKzG0R5a893qhQi6VLFkOLxvWN1mYJu7h+6w5cvXZTlZU1axY0a1AHlSsER4ORZEqeMlVro1b1KujfM9jqLm/2lJfyhE3i2vFJvrxo06IhPsmfz7hp49ZdGD91VpQCVzJK9BNZ1Dnjt9Eo+nn4Bbv7Dx3BslXrlVU8bdrUqFapgopxbhDUsv+WHXuwfO1GvHjxCjmyZ0PrZg0xfPQEdG7XEvVC4pm36NBTifbIksQ3T548mdok7kQLl6/Gjt378er1a7UQtXXThurGJ2IyvAFVbohqfFMpljPOerPzAmy9Y8uexUxAiwt8zK3Qbw6eH/Q7NmwZoMXxa1ECPfDdU/h73E/UueGYMivskwYvnGQiARKIOwFegOPOjntaPgEtLvCWTInnB0sePetvuxbHr0UJdP/XjxD49lGijrx9skxwTJEpUdvAyknAGgjwAmwNo8g+xJWAFhf4uLZND/vx/KCHUWAboiKgxfFrUQI94M0jyL/ETA7JM0H+MZEACcSPAC/A8ePHvS2bgBYXeEsmxPODJY+e9bddi+OXAj2W84gCPZbAmJ0EoiDACzCnhi0T0OICb8l8eX6w5NGz/rZrcfxSoMdyHlGgxxIYs5MABTrnAAl8QECLC7wlY6dAt+TRs/62a3H8UqDHch5RoMcSGLOTAAU65wAJUKDHcg5QoMcSGLNrSoACPQJu+qBrOv9YGQmYlQAvwGbFy8J1TkCLC7zOEUTbPJ4fLHn0rL/tWhy/FmVBZxQX65/07KHtEOAF2HbGmj39kIAWF3hL5s7zgyWPnvW3XYvj16IEOuOgW/+kZw9thwAvwLYz1uwpBXps5wDPD7ElxvxaEqBAj0A7yOcd/J5d1XIMPqhLD28STVQArJwEEogAL8AJBJLFWCQBLS7wFgkmpNE8P1jy6Fl/27U4fi3Kgk6Bbv2Tnj20HQK8ANvOWLOntKDHdg7w/BBbYsyvJQEK9Eho+z44BwQFajkOoXXZ2cM5S+HEqZu1koAOCVy6fgvJkyRBlkzpY906vV2AZy9eialzFofrR4rkyVAwXx706NgKn3+S37itbY8BePz0OXasXvBBv0f8OgWbduzFuUM7jNsKlfkGAQGh5y0HB3tkz5YFVcqXRYdWjeHq4hIjP9m/wndN4OzshH0blsLOzi7GfeKToX7rrsiSKSMmjx5iLEZ+c3d3w5IZE+JTtEn7vvf0xJcVa6Nru+bo2ra5SftYUiYtLvCJzcOazg+JzZL164uAFsevRVnQZXj8X95GoOfLRBkpe/fUcEydI1HqZqUkoDcC3j6+mDxvhWpWmeJFULp4YcRGMupNoM9YsAwz5i9Di4Z1kCxZUgQFBeHlKw/s+f1PvH7zFqvmTUGhgvlUf1t27YsnT59j97rwgl62DRkzCZt37MH5I7uNQ1awVBXkz5MLFct9pX7z9fXDhUtXcfzUGVQoUxIzxv8c4/BK3rY9Bqp8K+dORuFCBWPcJz4Z6rbojCyZMmDauOHGYiZMnwdnZ2f06NAyPkV/sO+qjdvwz/mLGDtsgHGbj48v+g0bg2qVy6NaxXIJWp8eCtPiAp+Y/bS280NismTd+iOgxfFrcQI9yPs1/J7fSJTRckqbC3auKRKlblZKAnoj8M7TE9MXrjE2K0fWzKhdrQJcXZxNaqpeBfofW1ciQ7q0xj48ffYCNRq3RdHPP8Xs30bFWaB/X6saRg7qHY6NCN6FK9Zh7cLp+LRA3mi5DR0zCTv3H4Sfrx8a16uFgT07mcQ5rpkiE+hxLSum/eSpw4FDx3B4R+h8imkfS9+uxQU+MRlZ2/khMVmybv0R0OL4tTiBLsPk++gCEOCr7Yg5OMM506fa1snaSEDHBMJdgIMAMZ8nT5YE9WpUQvo0qWNsuaUIdOlIxx9+wvWbt3Fgc/ATg7hY0CMT6P9evIxGbXtg1E99ULdG1SiZ+QcEoGz1Bvi6VHFlzb964xYObF5uVjcXLQX6sLGTceDwMRzZuTbGeWMtGbS4wCcmK2s7PyQmS9atPwJaHL8WKdADPV/A/+UdTUfMMXV22Lun0bROVkYCeiZgvAAHAUF2Sp+rJP7V1SuWxSd5P462+ZYk0EWs2tnbYcPimQkq0EWUdh8wXLm4iKtLVOnoX3+jfa9BmDp2GF6/fqPcaMTl5vNPCxh3OX7qLMQ3/rdRP2H9ll04f/EykiVNgib1vkPbZg2M+cTPfunaTZgwYhBmLVqB6zfv4KOsmdGrU2uUK13CmC8ygd6sY2/lgz530mhjvv8uX8PEmfPx739XkDZ1KpQu+QX6dmtv9Kvf+8efWLZmE27cvgtfX19kzZwJ7Zo3RI2q/1NliPV8zaZQf/3WTeqhX/cO8PPzQ5HyNVW7JL8h7TpwCPOWrMatu/eQJlVK1KpWGV3aNoOjg4PKEpbDhq278e9/l5A+XRp0bt0M31apoJtDSosLfGJ21trOD4nJknXrj4AWx69FCnQZKr+nVxHk+06TUbNzTgqn9NE/ftakIbGoRBbn/HniLF56vI7FXsxKAqYTCEIQ7ESWh1jPERSEIDv1i0qfF8yLKuVKKcEeWdKrQBcreaYM6VSTX3m8xrK1mzF70Qp0at3U6HstFvQr126iVZN6H3Rt38EjuHr95gc+6GIhF0u5On/5++Pi5WsY+POvqg7xZU+ZInmU8Af/8ht27T+Eo7vXwcvLG2W/bYjmDetgQI+Oxn2OnDiNDr1/hJOTE6pV/Bo5smfDgUNHIQI6rIV+4swFmL9sDVKnSokaVSrA1dUVW3buw4uXr7B15Tzk+CirKjMygd64XQ8l0BdMHafy3H/4GLWbd0TK5MlQ85uK8PHxw9rN21G5QlmMGdJP5ekz+Bc4uzij8KfBPvObd+7F+YtXsGXFXOTK8REePHqM0RNn4vS585g5YSQyZ8yg+IuffuFy36oFup1aNVH7Ctueg35W7kD/K1sKV67fwp7fD6NB7W8xfEBPlcfAwcXFGXW+rYJMGdJj8859uHXnHtYsmGZcR2D6TDdPzugu8NZw/ra284N5ZgFLtVQCFOjRjVyAL3wfXzR/RBeJ3JKxIOBgml+tXibb3BUb8fIVxblexsMa2/HBBdjQSYNgB5A9SyY0rvONRQn0yBpbttSXmDZ2uIqgIkkE+qkz/0Y5rHJTEnGRaGSZxcI9Zmh/JTajSiLmxb2ldPEvlHXcUP/9B4+wf1Oom4tBmLZs/L1RuEsklBqN2iH3x9kxb/IYta9BoIe12l+6ch3ft+qC3p3boH2LRiqfKQL9txnzsWTVBmxaPkeJbUnXb91BujSpIRFwIksPHz9BpTrNMXpIX9SuXkVlicwHPTKB3rRjb3UjsWnZbLi5uqp9B40cj227D+D4ng3qiYGBQ7d2LZRlXdKjJ89QqU4ztGlaH326ttPF4RjdBd4azt/Wdn4w56Q58+9/kKdTYedsxPpkIfXI8dPUou2KXwcvNjcleXp5Y97SVdh/8CgePHqCjBnSIV/uj9GsQW188Xl4t105X8jNuxgDHj99pp6IlS9TUhkn5G9DMrT3t5E/olql8qY0w+ryUKDHMKRBfl7we3LJrAPvlKEA7JzczFqHOQq3hhO8ObiwzIQjYMoFOFuWDGhap3qklerVgm6I4iKNFpFZIG/uDy5kItAfPX6KvRuWftA3sXZv2bUv2iguDg4O+ChLJpQsVkRZsqNLh4+fRKcfBmPiqMH4puLXKuuKdVvwy8QZWDV/qjH8o0GYSljEKhXKGosUF5qbd+4ZQ0IaBPqx3evDWe1LVK6D6pXLY1j/YEu0KQK9x6ARuHb9NnatWxRtH7x9fBQvEQs+vr5KjAzs1VlFzJFkqkD/6pt6qFSuNH4Os9h294HD+GHwKKxfPEOFxDRwWDxjPIoX/dzYrgq1muCLwoUw4edBCXcQxKMkCnTAks4P8RjqGHc9dfZftOzSV4ngA1tWwMnR8YN9ZKH6zdv3VNjTsMd3dIVLJKp2PQcqty9xX5ObaLlBFpe5t+/eY9uq+cYba3Epa9GlL/65cAllShZTIv7u/YdqbUi2LJmwev5U4023ob3jhg9AzaoVY+yfNWagQDdhVFVUlxe3Et6SbmcPpzQ5LTZqizU8IjVh+JklEQlE9ghbNSckPnfBvB+jesUyRt/giE3Vq0CPGMUlMsQJtUjUlOETC7G4oIibh7iXSHr2/CWWrd2EVo3roX+PDuo3gzBdOO1XlCwW+r4Gif4ibiB/7duk8hkEulj4w7ofVavfWlnaDWEVTRHoYtEODAxU/vBRpWnzlmLhirWQsIlhU2wFuiyU/axMNWXhF0u/IRnEwqwJI5UIMXBYPmcSin72iTHfN/Vb4ZP8eSFWPz0kW3RxseTzgznnjGEOSx2RWaXDbo+NQDfsF9ZNTOoQcf7X3+fUza4hrd28A8PHTVHrR+RJkyHJuaP3T6PCHXcU6AAFuolHhLKkS+jFhIrs4uAMFVLRAi3nJiJjNhKIN4HoFoFV+boUPv8k+nUbFOgxD4FYtcpUb6AuqJGlzBnTKzeXsAI94gVeLOiyQHPnmoXhBLqENAz72Fos6PK42uDLbYpAj8mCfvLMP2jVtZ9a6ClliyVOrOlFy9c0uwXdkgV6zDND/zms7fxgTuIGwSs3zEUKfYKls34LV12fIaOx94/D6mVnsRHoK9dvxajfpmPdohn4JH+eaLsgi9BlHcjJ/Zs/sOBXa9Aa9vb2xqdwFOgU6LE7HoIC4XP9IOzcon9cHFOhQV4ecMldHrCLfGFbTPtzOwnYCgFrC6NmeFGRnizoB4+cQJd+Q1X0lrDWLplj67bshIQnXL1gKj4rmN9oOQ67GNXgg54rZ3bMnxLeB33s0P6oVa2Smq6Xrt7A9y07KyHdoWVj9Zt8T5cmDWZPDI79LiniIlGDD7os+MyZPZvKI4sx06ZJrfzBDQLh1IHNSOLurrbfufcAcsEPa0EfOWE6tu7aj5P7NxlDR0bmg96kQy+1qFZ80A1vX/1p1ARs2bUf4rKTPFlSq7CgW8M5xNrOD+YcE4PgrV65Anbu+wObl89B3lw5VZXysjRxz6ryv7LYsfcPo0CXG29ZAL5/0zIlng1JwrbKouylMyeoJ2di/e7ZsTU6tgo+rqNKVeu1VC9ni8xtT6JDnTh9Dv8d26N2p0CnQI/18eB7dh3sHJwQJCLdJQlgHxx2K8YUGAD4vIedlweCAvzgXCT08U50+3r4voKHrwceez2ET4APXBxckNEtM1I6p0RK59AFFTHWzwwkYIEErO1FJHoU6ANHjMP+Q0dxdNd6SFSSsEmE6tc1GqJFw7oqLKExioujI6pW/Fpd4CXqiURMkRckSRx2SQYXF/Gv/656Zbi7uWHzjr149uIFtiyfh49zBAtt8Xs/8+8FtXBNXowkfrERBbr4qNZp3glpUqdUZYkby8oNW1G5fBkVxeXsv/9B3GDE9UTeBioLXpev3Ywr12+GE+gLlq+FiP2m9b/Dd9UqqygtkQl0g+CQ8JKyUO7ytZtK0NSrVc3ol24NLi4WeDr4oMnWdn4w55gYBK+8CK3/8LFqLcjQfj1UlbJoc/r8pSq0qTyNMljQt+4+ADk/hH1SJIuhK9Zuajy2PD29UKtZBzx89ES5vZUuUUyt0yjyWUHjDa6hX+VrNVYRjyJzV+s7dIw6zv45vENFiaJAp0CP9fEgAj1ssnNJgiAnd8DBCZA7TEeX4M3+PkBgIBDgBzs/TwT5hH98HJNA/+flGZx4dgxPvB5F2cYMbplQIt1XKJy6aKz7wR1IwBIIiKvC5HkrVVPLFi+Cr4oXNoZYNKX9enNxmb14JSRG+OHtq5UFOLokFqXHT58bH/mGzSsLHjft2Itzh0Jjexcq840SkYYFmKbwkcfZJavURcWvS2HssAGR7iIvUJKFY/s2LjUK9F8G98X2Pb+rOOhitW78fU2jVdwg0BetXKei0sxcuFzFQc+aJZPy6w4bi10iNYgAkMgPYp0WQR9ZHHR52dKkmQtVfWlSp0KZEsXQt3t7Y5QVsfSLABe/+Vw5P0LnNs3Qb+ho/NClHZrUq6X6JS9f6v3TSEidTb7/TvnVRxUHXYTC3CWrcfvefaROKTcGldC1XYsP4qCHXUArdVRv2AaFCuSDLGzTQ9LChzUx+2lt5wdzsjQI3iUzJ+DwsZNYtWErDm5bjSTubhDLdokvCqNlo7qo1bSDUaCL+C5dvT4a1v5WCXJJy9dtViFLf9+yAhnTB4eKlTCmv0yciSPHT0HWcUgSkS3vG+jWPvS4KV2tvjo+wj4xM/RZosdIFBnDkzAKdAr0WB8PEQV6rAsI2SEqgS6W8jW3VuC1r4fJRadwTomGOZsqyzoTCVgbgbPnLyN1qhTInjVTrLumN4Ee6w7obIeoLMcRmykWdBHoYcNA6qwrNtEcaxfoMog8P5g2lcMK9CyZMqLK9y3wY+8u6gVi8m6DjUtnqRvQsAJdSpboRWf/vagEuZ2dHVp3669ubMWqHjFJBKWLl6/i/KWr2LBtl7qxl5CjhpeYRWdB7zdsjHKvoQU9lKoWx6/FvqgosmlvToEuVvMtdzeYdrRFkuu7j77H57Smx5kfd7Q+AhToCTumFOgJy9PcpWlxgTd3H8xZvi2dH8IK9C+LfKZexnXz9l1kz5YFb9+/x5IZE3D95u0PBLrhTcTytChHtiwoU70++vfoiOYNgsOXRpW8vL1RvUEbpE2TSi0glRSZD7r4nX/x+Sfo1GcwfdAjwNTi+KVAj2QGR7Sgx1ecG6qgSDfn6ZxlWxoBW7oAazE2FOhaUE64OrS4wCdca7UvyZbODxEF+umz/6qY5JKmjhmGSuVLRyrQDVGexH1O1pxISFZTFrlLueLP/ujJU+xZv0TV067nIPz9T2gUF4mXLqK9fOmSKgqUJEMkKLq40MUl1mcEc1jQb7+7iaXXF8S6LVHt0CFfV7q7JBhNFmTJBGzpAqzFOIm1q033/saoLlHVOXXuEuXicvbgdi2axTqiIECBHv3UsKXzQ0SBLmTqteqKN2/fYtfaxep9BZFZ0CWfvBjtxN/nkD/3x2otx7LZE41gDx39C38cOaHWl4R9s69EUpIwqvJCoiljhqr8qzdux8/jp6q3EMvbiCXNWrgc8h4DSWHfUEyBToEe6xO7OQT61IvjVaSW6FJ6t/Qokq4Izj07hydeT6LNKz7pPQv2i3XfuAMJWBsBW7oAW9vYsT/xJ0CBToFuIBCZQJcoRoFBgcZoK1EJdHlLqCxaFx908VuXSEiGJAvW12zaoRaLS+QWeTuohG2UaEiBgUFYv3imMWqTWOObd+oDWfQti8UlNOulq9dx7OQZFX6x1jcVMXpIPxXS0dBesexLVJiIqdSXRY1vOI7/kaLPErQ4funiEsnYG1xcTHVtGVB0AESkP/V6inFnxsU4m+jqEiMiZrABAhToNjDI7GKUBLS4wFsyfls6P0j0IomQFPHlWmHHT94v8G2jtupNvxJi1JDkTb7lazbGi1ceOLh1FdKlDR+BSp6sbdy+W4UkvffgITKmS4dCn+RD13bNkT1rlnBT5N17T8xdsgq7DxzC0+cvkCZVSpQtVRyOjg7qnQZD+nVH47o1VbQlaW9U6YcubdGueUNLnn4xtl2L49fiBbqPtzcOHfwDWzdvQqZk9mhToyTSJE8SI9zIMjx//R7ztx2Hl31S1PiuNi6kE4v44xjL+q106Fu/+hztE2N+CcHYMV+3GPMxAwlYMwFbugBb8ziyb3EjoMUFPm4t08dePD+YPg7i2uYfEKheTmSutGXnPvU2YGdnJ3NVYVHlanH8WqxAf/nyBXbt2I69e3bj/bt3xoF1cXZEpWL5UOOrgkiRxM2kAX/93gvbj13E3r8uwS8gUO3jlNIJBXoVMGn/2Ap0KbRHwb58mZFJdJnJWgnwAmytI8t+mUJAiwu8Ke3Qax6eH0wbGYlzLhFZBvfthvrfVTdtJ+aKNwEtjl+LE+i3bt7A9q1bcOTPwwgICbofGWlHB3sUzp0FubKkxcdZ0iireqpkwYLd450XxFp+6+FLXLn7BOdvPlJ3n2FTkhxJkKtVLpMGMS4CvUXutsiR9GOTymcmErBGArwAW+Oosk+mEtDiAm9qW/SYj+eHmEdl254DWLJqo4rGsn/TMuPLwWLekzniS0CL49ciBLosUPj79Cls27IZ/104H1+uJu2foXwGyL+IKaVzSvQu3BtJnZLGWM47v3eYdG5SpItMq2apjhLpSsdYBjOQgLUS4AXYWkeW/TKFgBYXeFPaodc8PD/EPDKV6jZXmUb92AclixWOeQfmSDACWhy/uhboYf3LHz9+lGBgTSkoKoH+deav8V3O0FXSMZW19dZWHHp46INs5TL+D+UyVoxpd24nAaslwAuw1Q4tO2YCAS0u8CY0Q7dZeH7Q7dCwYbDhMIuvXr7Eju3bsG/PLrx//z5RJkNUAj2Fcwr8UPgHWtATZVRYqTUR4AXYmkaTfYktAQr06Inx/BDbGcX8WhLQ4vjVlQX91s2b2LZ1M47G4F+uxSDQB10LyqzDlgnwAmzLo8++a3GBt2TKPD9Y8uhZf9u1OH4TXaAnhn+5KVOHUVxMocQ8JBB3ArwAx50d97R8Alpc4C2ZEs8Pljx61t92LY7fRBPoEoHl9/37sGXzRjx+pK1/ualTJ0+nPHDLGHOoxthGccnolgkdGAfd1GFgPislwAuwlQ4su2USAS0u8CY1RKeZeH7Q6cCwWYqAFsdvogj0a1evYNqUSXj44IGuhzpV4VTIVjtbjG3sX6Q/MrhnwBOvJ/j1zK8x5uebRGNExAw2QIAXYBsYZHYxSgJaXOAtGT/PD5Y8etbfdi2OX80F+t07dzCof1/4+HhbxAjm75Ufzimdo21rerf0KJKuCM49kzePPok2r4Rp7FGwn0X0nY0kAXMS4AXYnHRZtt4JaHGB1zuD6NrH84Mlj571t12L41dTgS5uLd06tcezZ88sZvRcM7oib6e8Cdbe1rk6IluyjxKsPBZEApZKgBdgSx05tjshCGhxgU+IdiZWGTw/JBZ51msKAS2OX00F+pHDhzB54gRT+q6rPKa6usTU6Hub76Hulw1Q7dsaMWXldhKwegK8AFv9ELOD0RDQ4gJvyQPA84Mlj571t12L41dTgT7q52E4d+aMRY5cfEW6iPNX514hf4GCGDVmnEUyYKNJICEJ8AKckDRZlqUR0OICb2lMwraX5wdLHj3rb7sWx6+mAr1Fk4bw9PS02JETd5ccjXLE6JMetoO+Hr64vfo2vB8H+9wnTZoUi5evslgGbDgJJBQBXoATiiTLsUQCWlzgLZGLoc08P1jy6Fl/27U4fjUV6PVq17SKURNretqSaaMNwej12AvPTzxXVvOIaf3mbVbBgZ0ggfgQ4AU4PvS4r6UT0OICb8mMeH6w5NGz/rZrcfxSoMdjHsnLjCTCi8RKd3B1QIB3AESYi9Xcz8MvypIp0OMBnbtaDQFegK1mKNmROBDQ4gIfh2bpZheeH3QzFGxIJAS0OH4p0BNh6lGgJwJ0Vqk7ArwA625I2CANCWhxgdewOwleFc8PCY6UBSYgAS2OXwr0BBwwU4uiQDeVFPNZMwFegK15dNm3mAhocYGPqQ163s7zg55Hh23T4vjVVKA3qlcH/v7+Nj2yjo6OWL1+k00zYOdJQAjwAsx5YMsEtLjAWzJfnh8sefSsv+1aHL+aCvTlS5dg88b11j9y0fSwdt16aNaipU0zYOdJgAKdc8DWCWhxgbdkxhToljx61t92LY5fTQW69Q8Ze0gCJGAqAV6ATSXFfNZIQIsLUHYcgwAAIABJREFUvCVz4/nBkkfP+tuuxfFLgW7984g9JAFdEuAFWJfDwkZpRECLC7xGXTFLNTw/mAUrC00gAlocvxToCTRYLIYESCB2BHgBjh0v5rYuAlpc4C2ZGM8Pljx61t92LY5fCnTrn0fsIQnokgAvwLocFjZKIwJaXOA16opZqrl86yH8/P1RJH92JHF1MUsdLJQE4kLgvZcPzl65A2dHR+TLmTkuRZi0DwW6SZiYiQRIIKEJUKAnNFGWZ0kEKNCjH63Hzz3w7NUbuLs6o1DubHBydLCk4WVbrZSAn38Azl+/B09vX6RLlRwZ06Y0W08p0M2GlgWTAAlER4ACnfPDlglQoMc8+vcev4DH2/dwdLBHtgxpkDldStjZ2cW8I3OQQAITCAwKwqNnHrj75AUCAgKRKlkSZM2YJoFrCV8cBbpZ8bJwEiCBqAhQoHNu2DIBCnTTRv/1Oy88eBosisSKnl5ZLVPAzcXZtAKYiwTiQUAs5Y9fvMbTl2/gHxAAR0cHZEmfGsmTuMWjVNN2pUA3jRNzkQAJJDABCvQEBsriLIoABbrpwxUUGIRXb9/j2cs38A152aGLs6MSSfIvWRI3JHWjn7rpRJkzKgLvvHzw9r0X3oT88/ENfrmms5OjcmlJlTyJZk9xKNA5T0mABBKFAAV6omBnpTohQIEet4F46+mNV2/e4c07LwQFBRkLcbC3R/Kkbkgh/5K4I6m7i2ZCKm494V6JTUDmz1tPH7x57wl5UvPmnScCAkPnlLhTyZxKnSwpkiZx1by5FOiaI2eFJEACQoACnfPAlglQoMdv9EVciUh/4+kFTy8f+PoFWzoNSTzV3d1ckMzdVf1L4uYCVxdn5c/OZHsE/AMC4eXjC4nA8s7TG3KjJ39HTGIpl3mT3N1NifPEXPNAgW5785Q9JgFdEKBA18UwsBGJRIACPWHBiwDz9PaBp6cPvHx94eXtE84aaqhNLO2uLk5wc3GCq7MzxFXGxVn+doSzkxMFfMIOi2alyfj7+vnB29cfPr5+ENcUb5kHPn7w9vFDQGDgB22RueDm6gw3Z2e4u7uomzj5TS+JAl0vI8F2kICNEaBAt7EBZ3fDEaBAN/+EkJB4YjX18vaFjxJr/krERZfs7e3g6uwEF6dg4R78zxEuTiGfzk5gHBnzj13YGsSTyccvWHQbP0NEuHwXAS5RVqJLcvPl5uKonqLIAmP51HvoTgp0becZayMBEgghcPHGPWXhKpo/h4p1zEQCtkJAIkOcuXwbDvZ2KJgrm610Wxf9FB0n7jBiXRVh5+fnD1//APj7B3+G9WuPqsHiJuPkKBZ3B/UpQk9cI9SnowOcQv4WkZ+YLhK6AB5FIwIDg9SCX7mJMoyB+lvGwS/4U77L3xI9JaYknIW/Gg8nB+MNljwlkbGxxOicFOgxjTq3kwAJmIXAjXuP1cse0qZMiuyZ0jJsmlkos1C9ERCL7p1Hz/Hc4516vJ47W0a9NdGm2+MvIjEgrGj0h59RMAYq4RibJBZ5eeOkiEZxn7C3s4O98VP+toO9nX3IZ8j3sNtD8osAFZGpPhHyafhNfjFsC7ddfg7dT9otNyhB8l+Q/JPvwZbn4O8hv6ntIb9F3BYUhMDAQGWxFpEd/BkY5m/5LeR72O1BQSpUphLd/v4qf2xS8I1Q8I2RsFQ3SIabIQcHFf7Q2hIFurWNKPtDAhZCQBbp3H7w1EJay2aSQMITyJElvVrAyGRZBMTfWay6IuYDRMzL9xBLr19gAAKUyA9Un7GToZbFIT6tlRsNB3kS4WAPB0cHODo4wMk+WGiLEHcIEd1ODg4qny0mCnRbHHX2mQR0QkBE+pMXHvAxwYdQJ01mM0ggXgTEgiqLFNOnSUlxHi+SlrGzWIrFIi9CXv4WK7VYnSW2uyxbDAoMVL+Ju1/wb4HBnyEWbLFOi8g3WLjli7KAh/yGILvgbfI9xDIuFvZQa7iyjyuLuCTlP2+0sgf/otw/DNb4IMP3MNb3SCz08hRARLa9WO7lKQDs1ae4bSkrvzwFkGJDvgc/ORBR7gAR3fI3U/QEKNA5Q0iABEiABEiABEiABEhARwQo0HU0GGwKCZAACZAACZAACZAACVCgcw6QAAmQAAmQAAmQAAmQgI4IUKDraDDYFBIgARIgARIgARIgARKgQOccIAESIAESIAESIAESIAEdEaBA19FgsCkkQALWSeDS9Vv486+zqnNlSxRBgdw5rbOj7BUJkAAJkECCEKBATxCMLIQESIAEoiYwd8VGvHz1WmVInSoFOjStS1xhCEjYuU27/lBvc6xfs7J6mQsTCZAACdgyAQp0Wx599p0ESEATAmOnLwpXz8BurTWp11Iq2XvoBM6cv6Sa+0WhAqhcrqSlNJ3tJAESIAGzEKBANwtWFkoCJEACoQQo0KOeDf9dvYltew+Fy1CzSjl8kvdjTiESIAESsFkCFOg2O/TsOAmQgFYEKNAjJ/30xUssWbtNvRI9+HWGwUle7d2yQU2kT5NaqyFiPSRAAiSgKwIU6LoaDjaGBEjAGglQoH84ql7ePli0ZgvevH0v7yUPJ9Ald/JkSdCmUW24ujhb45Rgn0iABEggWgIU6JwgJEACJGBmAhTo4QEHBQVh5eZduPfgiRLnQXZ2MNjPgwDj3zmyZkbD76rAjotGzTxDWTwJkIDeCFCg621E2B4SIAGrI0CBHn5Ifz96CifPXgCCgCC7IITK85B8YlEXmW4HlPriM5Qr9YXVzQl2iARIgASiI0CBzvlBAiRAAmYmQIEeCvj67XtYv31/rIg3+q4qcmTLHKt9mJkESIAELJkABboljx7bTgIkYBEEKNBDh+nK9dvYtPuPWI1bla9LouhnBWK1DzOTAAmQgCUToEC35NFj20mABCyCAAV69MNEPhYxjdlIEiABDQlQoGsIm1WRAAnYJgEKUAp025z57DUJkEBcCVCgx5Uc9yMBEiABEwlQoFOgmzhVmI0ESIAEFAEKdE4EEiABEjAzAQp0CnQzTzEWTwIkYGUEKNCtbEDZHRIgAf0RoECnQNffrGSLSIAE9EyAAl3Po8O2kQAJWAUBCnQKdKuYyOwECZCAZgQo0DVDzYpIgARslQAFOgW6rc599psESCBuBCjQ48aNe5EACZCAyQQo0PUh0N96euPpCw94+/ghUL2tlMnWCNjb2cHVxQnp06REMndXW+s++2tBBCjQLWiw2FQSIAHLJECBnvgCXcT57QdPLXMCsdVmIZAjS3qKdLOQZaEJQYACPSEosgwSIAESiIYABXriC/Qb9x7D09sXaVMmRfZMaeHm4sw5a4MEvHx8cefRczz3eAc3V2fkzpbRBimwy5ZAgALdEkaJbSQBErBoAhToiS/QL1y/h6CgIBTNnwPurhTnFn1AxbPxcqN25vJtONjboWCubPEsjbuTgHkIUKCbhytLJQESIAEjAQr0xBfo56/dVY0oUzgvZyYJ4Mi5q4pCoTwfkQYJ6JIABbouh4WNIgESsCYCFOgU6NY0n62hLxTo1jCK1t0HCnTrHl/2jgRIQAcEKNAp0HUwDdmEMAQo0Dkd9E6AAl3vI8T2kQAJWDwBCnQKdIufxFbWAQp0KxtQK+wOBboVDiq7RAIkoC8CFOgU6PqakWwNBTrngN4JUKDrfYTYPhIgAYsnQIFOgW7xk9jKOkCBbmUDaoXdoUC3wkFll0iABPRFgAKdAl1fM5KtoUDnHNA7AQp0vY8Q20cCJGDxBCjQKdAtfhJbWQco0K1sQK2wOxToVjio7BIJkIC+CFCgU6Dra0ayNRTonAN6J0CBrvcRYvtIgAQsngAFOgW6xU9iK+sABbqVDagVdocC3QoHlV0iARLQFwEKdAp0fc1ItoYCnXNA7wQo0PU+QmwfCZCAxROgQKdAt/hJbGUdoEC3sgG1wu5QoFvhoLJLJEAC+iJAgU6Brq8ZydZQoHMO6J0ABbreR4jtIwESsHgCFOgU6AYCsxYuh7ubG169foOM6dOhUd0aatPI8dOwZfd+1KjyPwwf0NMIzNPTC5XqNseg3p1Rs2pFk48FP39/TJq5EDv2/Q4/P39U/PorDOzVCUnc3Y1lrNuyE3OWrMLLlx4o9Ek+DO/fEzmzZzNuX7FuC5av3YxnL1/ik/x5MLBnZxTIm0ttj6of0TXw4eOn6P3TSNx/+BhHd60zuS/myEiBbg6qLDMhCVCgJyRNlkUCJEACkRCgQKdANxCYsWBZsED3eK0EepN6tXD95m3UatoBY4f2x1fFiyJtmtRGYItWrsfytZuwZ8NSODo4mHx8zV68EktWbcCon/rAyckRQ0ZPROXyZTC4TzdVxqmz/6Jll77o3bkNPvskP+YuWY1HT55i+6r5sLe3x9Zd+zF07CQM6tUFeXPlwIr1W/HX6bPYsWYhkidLisj6EVPjpD27fz+MBVPHwd3NNabsZt1OgW5WvCw8AQhQoCcARBZBAiRAAtERoECnQDcQ2H/wKJxdnPDe0wspkydDqS+L4siJ0+jabyj++XNnOFC+vn6o/H1ztG/RCM3q147VQTZ0zCRky5JJ7Stp+vylSnTv3bBUfZ8yZxFOnD6HVfOmqO+37tzDt43aYvPyOcibKyc6/TAYmTKmw7D+wdZ8aUupqt9j/M+D8L+ypRBZP2Jq4NQ5i3Hzzj1MHj0kpqxm306BbnbErCCeBCjQ4wmQu5MACZBATAQo0CnQoyLw8PETVKrT3LhZXF6G9uuhvq/dvAOTZy/Cgc3L4eYa3uJ88/Y9jJs6G+cvXoGvnx8K5MmFYf17IPfHOSKtas7iVdi1/6AS4JJGTpiuLOYzx/+svotFv3S1+pg/ZQy+Kv4FmnXsjcKFCqJvt/bG8kSg//hDlyhdbQb+/Ctu37mP1QumRtoGCvSYzhTcTgKhBCjQORtIgARIwMwEKNAp0KMj8Pufx9H7p1E4uW8THB0d4eBgj4CAQFRv2Bo1qlZEozo1kC5tqNuLlCXCfv+hYyjxxed45fEGc5eshJOTE+ZM/OWDqnx8fFGjcTt8U/Fr9OnaTm0fMHwcghCEX4cPVN8lT5HyNZRgL1+mJKbNW4rVG7dh5oSRyJMzO5au2Yipc5dg97rF+Chr5ki7s2XnPjx/+QptmzWIdPvP46eqen4Z3NfMR1zMxdOCHjMj5khcAhToicuftZMACdgAAQp0CvToCIiLS7cBw3Du0A5jNrF29xkyWvmDBwYGInu2LJg48icUyJc70qI27diLuUtWYdfaRR9sH/XbdOz94wh2rF6AZEmTqO3d+g9D6lQp8fOg3sb8BUtVwdQxw1CpfGl4+/goEb/v4BHj9q9LFcfsiaPidMSKeB8/fR5GD+kLKSexEwV6Yo8A64+JAAV6TIS4nQRIgATiSYACnQI9tgK9SYdeCAwIxISRP8LV1QXiUy5+4gYB/uDRYwwbOwXnLlyERHqRJJZtsXCHTWKd7zFwBOZPGYuSxQobN/UfPlb9HZUF3ZDx9Zu3uHP/AZq074UlMyfgi88/jdPRsHPfH/hl4kx1QyARZRI7UaAn9giw/pgIUKDHRIjbSYAESCCeBCjQKdBjI9D9AwJQtFwNTB4zVC3IlHTtxm1816wD9m9ajswZ06P7gOGQUIo/dGmLj3N8hO17DmD2opXhBPrTZy/UPo2/r4UeHVqGa0JMPuhhM4/4dYqqf/mcSfE6EiSUpJePD0bTxSVeHLmzbRCgQLeNcWYvSYAEEpEABToFemwEelBQEL6s+J2yNlevXEHt+s9/l9G4XQ8c37MBKZInQ7UGrZWvd71a1dR2iVm+bO0mo0AXt5g23QfA398fS2b+pvzawyaJ4nLyzL9YESK679x7oMrctGw28uX+2Jj1xSsPVKzdFFPHDou3awoXiSbiSYhVWxwBCnSLGzI2mARIwNIIUKBToMdGoEveH0dNwOmz/6qILq4uzhg3dQ6SJ0uGBVODXVMkDOLb9+9VXHNfX18MGDFO/W5wcRF/9BkLlmP2byNVvHVJsgBVQi9KkhCLbbr3R7/uHVQc9DmLV+Le/UfYvnpBODEvUWQOHf1LCfeY0tbdB/Di5Su0blIv0qwU6DER5HYSCCVAgc7ZQAIkQAJmJkCBToEeHYFjJ/9Gt/7DcebgNmO2956emDB9noo3Li4vZUoWw8BenZEmVUqVR8IsDhr5q3I9yZk9qwqNeODwMexcs1Btr9O8E65cvxmuWrG8iwXekFZv3I75y1ZDrOSf5s+L4QN7IVeOj4zbPb28UaFWY4wY2FtFgIkpSZhF8ZNfs2BapFnlpUsHDh3F4pkTYvXSpZjqjct2+qDHhRr30ZIABbqWtFkXCZCATRKgQKdAt8mJH6HT9x8+Rpd+Q5WV/eiudYmKhAI9UfGzchMIUKCbAIlZSIAESCA+BCjQKdDjM3+sbV9Z3Ork6Jio3aJAT1T8rNwEAhToJkBiFhIgARKIDwEKdAr0+Mwf7pvwBCjQE54pS0xYAhToCcuTpZEACZDABwQo0CnQeVjoiwAFur7Gg635kAAFOmcFCZAACZiZAAU6BbqZpxiLjyUBCvRYAmN2zQlQoGuOnBWSAAnYGgEKdAp0W5vzeu8vBbreR4jto0DnHCABEiABMxOgQKdAN/MUY/GxJECBHktgzK45AQp0zZGzQhIgAVsjQIFOgW5rc17v/aVA1/sIsX0U6JwDJEACJGBmAhToFOhmnmIsPpYEKNBjCYzZNSdAga45clZIAiRgawQo0CnQLWXO9xn8C9KmSY1BvTub1OTzF68gS6YMSB3yhlOTdtJBJgp0HQwCmxAtAQp0ThASIAESMDMBCnQKdDNPsQQrvtePI5E2TSoM7tPNpDIr1W2Obu2ao3b1Kibl10smCnS9jATbERUBCnTODRIgARIwMwEKdAp0M0+xBCs+1gK9TjN0bdcCdb6lQE+wQWBBJACAAp3TgARIgATMTIACnQLdQOD1m7cYMmYiTpw6C2dnZ3z2SX707NgK+XJ/rLJcuHQVv0ycgcvXbiBThvTKOl29cgW17fipM+jabxi6tW+B5Ws3w84OaNagjipj3JTZuHnnHgrmzY2RP/2A7FmzqH38/P3x2/R52Lbnd/j5+aFsqeIY2q87UiRPprbv/eNPLFqxDrfvPcBXXxbF2/fv8VHWzEYL+qGjf2HGgmW4cesunJ2dUOrLIhj1Yx+4u7uhc98hkO2Sihf9HItnjMd7T0+MnTIHR0+cxksPD2TNnBE9O7ZG5fJlzHyUxa54WtBjx4u5tSdAga49c9ZIAiRgYwQo0CnQDQTGTp6FU+fOY+Sg3rCzs8fBI8dRsVxp5M2VE56eXhCXkWKFC6Fp/e9w5MRpLFi+FmsXTsenBfKq7x16/4j/lS2Fts0a4NipM5gxfxmSuLvjpz5dkDljBowcPw3p06XFgqljVZWTZi3E9j0HMGJgb7i6umDCtHlIkzolZoz/GS9eeeB/3zVFpXKl0bDOt/j98DEsXbMJTerVMgp0uSl45fEaeXN/jNt37mP0pJmqbVK/f0AAqtRtgU6tm6BuzW/g6OCgfhPBX6JYYdjb2WPLrn3YtH0PTu7fDHt7e90c+RTouhkKNiQKAhTonBokQAKREmjfvS+a1K+jLuKnzvyDcSN+NObb+/thzF64DI+fPMXcqb/i0wL5wpWxZccejJ00A4tnTUS+PLnjRPjYX6exYNlq3L5zF+nSpUWNqpXQuF5tODiEXuQDAwOxeMVabNuzH69eeSB7tqxo3bQBypf9KlydHh6vMWP+Epz6+xw8vb1RMF8edOvYGrlz5jDmi6q/b9+9x6wFS/DnsZPw9fND4UKfoGentsicKYPJ/aJAp0A3EBg4YhzuPniE0YP7IsdHWcOBEQHetd9QHN+zQVmoJX3fqgvKfVUCPTq0NAr0wzvWIG3qVAgICESpqnVRpUJZjPqpj8ovAnvK7EX4+4+t6nvtZh3R+PtaSoBLOvPvf2jdrT/+ObwDh4+fRPcBI/DXvo1wdXFBUFAQvqnfCmVLfRmlD/qgkePh7OSEEQN7qfJi8kF/8OgxKtdtgUPbViNd2tQmHzPmzkiBbm7CLD++BCjQ40uQ+5OAlRJo3eUHNG1QB89fvsLpM/9gwqghqqfv3nuiVsNWyJo5E6pWKo9vq/wPKVOmMFLw8vZG/RadULhQAYwaMiBOdP4+9y+69R2MwoUKokypErhw6QoO/nkMHVo3UwLckGbMW4zlazYqQS4WvsNHT+DKtRuYPHY4in9RRGUTi16rTr1w/+Ej1KlZDcmSJIHcQLx5+w4rF85QbgSSoupvvyGj8Nfps6j33bfKUrluy3blHrBszlT1yN+URIEePSUt+Jy/dlc1okzhvKYMmdnyXLtxG90HDsfd+w/h5OiIwp8VxIgBvZRYX7NpB+YtXYX9m5Yb65eoKs4uzhgzpJ8S6J36DMaFo7uN25t06IWvihdFt3Yt1G9//X1OCfDzR3arm9kSletAbjIjJrkJ2LX/EOYvX4P9G5cZN7frOQg5PsoSxoJ+FuOnzcWN23eVi4yk72tVU08AJEUU6JLn5wnTlTVeLO+G9MfWlciQLq3ZuMa2YAr02BJjfq0JUKBrTZz1kYCFEIhKsF69dgMtO/fG8EF9ULViuQ96s2jFWixcukqJ32xZMsept/2HjMK5CxexeeVCuLu5qjJ6DxqOK9duYuf6peq7CIHKtRujRLGiRuu++L82at0FuXJmx+SxI1S+XfsP4uexEzFm2ECjZf3R4ydo2LoLalarhH49gsPJRdZfyVe3WXtlue/RqY3Kt//gnxgyajxm/DYaRT//1KT+aSFATWqITjNpwUcvAt0wBA8fP8V/l69i8uxFyPlRVkz/dQRWb9z+gWAWge7i6qIs7iLQO/cdrMS3ITXr2BulihdF17bN1U+nzv6Lll36GgW6COjOrZt+EGVFxPuqjduUC01UAl2eUJWuVh8Nan+Lxt/XRLo0aTB0zETYOzhEKdDFgr90zUaMHdofhQrkw/OXL5UFnQJdpwcfm6VbAhTouh0aNowEEpfAg4ePkSplCvj7+8PT2wcZ0wdbvwzW7SnjRhit1IaWvn79BvVadEDVihXQt0fHOHfgwsXLeO/phRLFgq3gkuYsWobFK9bh4I71cHFxVv6wjdt2Qee2LdCicT1jPrG833/wEJtXLVS/TZuzEOs278DBHevC+cB26jUAQVLu5HEqX2T99fHxxZl/ziuXmBQpkqt8Z/+5gC59/t/efYBHUe1tAH+zm2RT6AhSBSvFBoqCiKCCKKJUBZQivQsWBCkqCgKiIIIgTQFBehUQVLyKwgWvBRUREBQVaSIdkmzK7n3+Z7NLEgLZTWYmMzvv+OXbZHfmzDm/M9zn3bNnzg7Ba68MRd3aNYNqoxEBNKiKmHQnI3zMEtDlk5tCBQsEemLKu/Pw+aYtWDJrMr7a8g36Dhrum+KS/sb0kY59ULf27YEpLqEG9A69nkWFK8oFArWcWEa25d+23ODZb/ArF53icvTf46j3cBusWzIrcNNp/8GvoFChgpkCeu/O7dDioftVm14aMwHyKdrY4c+rv+UTg6btujOgm/TfHqtlXgEGdPP2DWtGAdMJfP/jz+jz7Pm56FLBGZNeD8xBn/DOTKz+6BMsmTsdxYoUybb+n3+5GYtXrMa+v/5GSnIyypQqhXZtWmY7Gp+xgGeHvoJ9f+7H8nkz1NO79+xFx17PYMCTPdCyqW9+rWyDXhqFH7bvwMfLP1B/j5s0DR+u+wSfr8kc0Hs9/TyS3MmYNWV8SM6jx7+NdZ9+jhXzZ6J40aJBHWtEAA2qIibdyQgfMwR0meP90GNdUbXSNWjT4mEkJydj5LjJqFWjOl4Y0FetgNKgeXvUvLUa2rdurgL79DkLsOjdSbixaqVcjaDPW7ISYyZMxcAnu6Nq5WuxdNVH2LXnd6ycNw3/HD2GBs3b4f76dVV9NmzcjDkLlgVuEpU57rUatsBD99+Djo8/oj7Beu6lMWjSqEEgoMsc+fJlSmNgv+7qJlUZkZefcSOGovTlJTB20nR8sWlrIKD/ffCweqNcppRvall+bZzikl/yPG+wAgzowUpxPwpQAAmJSVi9/hNMmDwT/Xt2RpXKlVDp2qvUDWaHjvyD1h17qZvbIp2RiHQ61JSSHp3bITbGN01FthdGjFVzam+oUln9/dGnn+GXXXswb8YkXFmhfLbK23fsQvf+A9G5fRt0e+JxtY//uRcHPY1G6cvQyfMynUUCwX/WLFb7rVi9HmPfmpJpxPvwP/+idcceuPeuO/HS4GeC7tkftv+C3s8MVnPz+3TrGPRxRgTQoCtjwh2N8DFDQBd6mYIy4/2F2LFrD2QKSZ1aNdR8b/+yh/LNnCPHvY3de39H6ZIl1ZKKjRueX2ax57MvqBs8/VuH3gNQ+7bq6NmprXrqux9/hoya//TVOjUHXc7x1rTZWLZ6PdLS0lTQf65vd1x7te8G6bWffI45C5epOfEyl13etJYrXQpDnumtXv/sy/9i9IR3cPLUadxy0/UoVLAgCsTHYfig/ur1dZ9txMg33sbVFa/A+++MU6Png15+DZu3fqe+8OiRJo3USjJfrlmovqFUlmYsVKAAXhueu/tTtLp8GdC1kmQ5egkwoOsly3IpEKYC/lH0iWNH4LZbbg60cuLU97Bg6UrceH1l1K1dS92sKfO1ZQm5S90sKsG+RduuGDawPxo3rH+BmtyU+kTP/vB6gQ9mTgqEff9Uk1EvDsI9de8MHCdhfM26Dfhy/XL1nLypeLxzb3VTaMumD6JggQJYuWYdDh05itdHDEOdO24PqqdkdLN99/5wuaIwe8oENc0m2M2IABpsXcy4nxE+ZgnoZvQ3sk4S0OWG2EF5mAKnRX0Z0LVQZBl6CjCg66nLsikQhgIXC+gPt+6IooULY9Y7bwaWQpTpJUtXrcXiOVMz3TCa5HbjyJGjarTNnZwCmQ/ev3dXtGnR5AKxoa+8hq/++zWmThit22HvAAAgAElEQVSDqpXPr8ARGEF//hk0anB34LhXXnsTX3y1JTCCLi8cPHQEb06Zoaa+SB1l6bcrypfBvOlvZ1q28VLdNWPOfLw3dyFmvv06rq+ceVnJnLrZiACaUx3M/LoRPgzo5rgCxrw1Vd3QWrBAfL5WiAE9X/l58iAEGNCDQOIuFKDAeYHsArqMct/XtA26dngcXTq0CewsU0JkrveYlwaj3l13qOcl6H6weDnkBsyMW3YBfdmHH+GNiVPxdN9uaNXs4Uz77/p1r1p5Jac56Fn7bvPWbzBg2IiQbvKUMp58bhiOnzilRvFD3YwIoKHWyUz7G+HDgG6mHs//ujCg538fsAaXFmBA5xVCAQqEJJBdQJdvQKzfpLWaHy7zxP2bP6CPe/VF1K5ZQ62I0ufZoejZuT0a3H0XypYpBRlNv6fxoxeMoP+693d06/ccate8TS2RmHXzr+LSu+sTaN+mZeBlCdJ/7T+AVQtnXXCMzMft0KO/mkM7NX31lmAbP2f+Eni83kzrsAd7rBEBNNi6mHE/I3wY0M3Y8/lXJwb0/LPnmYMTYEAPzol7UYAC6QIXm+IiyyvGxcapVVH83/b55tszsHjlaqyY/55aplGmu8i0lw0fLlRf+iPb/r8PolXHnpkCugT+jr2fVje4zZryZrYfh8s66A2atsEdNWuoEXrZ5Lg2nXvjygpXQJaBzLqt/eQzjBz7Fqa/NVbNlTdqMyKAGtUWPc5jhA8Duh49Z90yGdCt23d2qTkDul16mu2kgEYCFwvo6z/7Ai+PHq++/bPunbWwZ+/v6kuCmj30AAY95VsR4qefd6LHU4NwZ63bUL9eHbXG+pIVa7Dn932ZAvqrb0zEmvUb0PLhB9UqMYEtIgIP3HeP+gZG2WSN8/lLVqJBvTqodN01au75jl27MX7US7jj9lsztTg5OUWt3FLpumsxZrgv0IeyyVQd+VbSGRNfD+Uwta8RATTkSpnoACN8GNBN1OEmqAoDugk6gVW4pAADOi8QClAgJIEff96pburM7ps0N2zchLkLlqpR8csuK4ZGDe5Ra5z7A7WcaNXajzFv8XIcO3YCFSuUR6d2rTF81Bvo1fUJPJK+nnmH7v1VaM9uk/XN5YtSZJN1mt+btxBr12/AiVOn1I2ondq2Rv2761xw6KJlqzB5xhzMnT5RfXFLqJuMzMsydUvmTAv1UAb0HMQY0EO+pHhAHgUY0PMIyMN1F2BA152YJ6AABewuYEQAtbKxET4cQbfyFaJ93RnQtTdlidoKMKBr68nSKEABClwgYEQAtTK7ET4M6Fa+QrSvOwO69qYsUVsBBnRtPVkaBShAAQb0EK8Bqwb0Tn0HYuCT3TFi3NsYOeRZXFWxPP7cf0C1vkL5skEpbPnme2T9dtCgDgxip29/2I5ZHyxB20ebYtmH6zFu5NAcjzJT/Z8cNBz/+/5HjBsxVH3jqpYbA7qWmixLDwEGdD1UWSYFKECBDAJGBFArgxvho8cI+hN9BmDgkz0w8o1JGDHkGVxzVUUMGfmG6opRwwYE1SWbtn6LXgOGYfum9UHtH8pO32z7Ce9JQH+kKZZ+uA4TRr2Q4+Fmqn9KairGTpyGY8dPYPzIYTnWPZQdGNBD0eK++SHAgJ4f6jwnBShgKwEjAqiVQY3w0SOgT509H00eqI/laz5Gq6aNUbJEcQwe4VvlZ/QLzwXVJXoG9H1/7scXm79GnZo1sPW7bWjfqnmOdTJT/aWy7y9agY2bt+Ldia/lWPdQdmBAD0WL++aHAAN6fqjznBSggK0EjAigVgY1wkePgJ7VfNb8pXh90nT1tHwXwI9ffgSHw4Gfd/6KV8dPxq49v6H05SXRt2t7PHjfPWq/rAH9/YXLMXPeYqycOxXFihbBP0eP4eWxb+Hr735AXFwcWjV7EH26tEdERATkuwCq1XsI/bp3xNpP/oPD/xzFvXVrY/ig/ohxubK9JP4+eBgNW3bAtPGv4q47bsu0jxnrz4Bu5X/ZrHteBBjQ86LHYylAAQoEIWBEAA2iGqbdxQgfIwK6fLHW86+MVc6vDn0WUVFR6suzGrRojxrVblRzwSWQvztvMRa/9zZuqHJdpoC+7acd6NxvEGa8OQo1qt+kynmsW3/1pV5PduuAf4+fwLBXx6Fnx8fxxGMtIWv7V6vXGBWvKIcXBvTFiZOnMOzV8ejTtT26tGuVbX+fOn0GE6a+h7aPNsM1V1bItI8Z679s9XrMX7oKy+a8o+n1yxF0TTlZmA4CDOg6oLJIClCAAhkFjAigVhY3wseIgC59kHUOtwTyPs+9iC0fL0NcXKzqppYde6Ne7Zro1/2JQED/cs0itOjQC+1bN0fnto+q/SRM33F/S6xd+C6urFBePSfTar77YTtmTBgdCOjjRgxBowZ3q9d7DXgBjogITH79lVxdEmarv4z4t+/5DO6vXxfP9++ZqzZldxADumaULEgnAQZ0nWBZLAUoQAG/gBEB1MraRvjkV0BftGItZry/ABtWzAt00bPDXkW0K1rNU5cA3/PZYbjjturY/PV3KljfU6eW2lemxEhoz7pde3VFrJo3PRDQ504dj1tvvkHtNmHqLGzbvgNzJvtuVg11yxrQ87v+f/59AO26P42WTRrhqZ6dQm3ORfdnQNeMkgXpJMCArhMsi6UABSjAgB7cNRDOAX3h8jWYOW8RNiyfmymgu2JcaqUXCejdnx6CsqVLoVaNaipcr5w3HZFOJw4ePoIGzdtj/ZLZ6nX/FhEBNbfdP8Vl3rQ3cctN16uXJ06bje9++lmzgJ7f9ZfVZxYsX41ls6cEdzEFuRcDepBQ3C3fBBjQ842eJ6YABewiYEQAtbKlET5GjqDLXO4xLw5UXfLVlm/Qd9Bw3xSX2Bj13CMd+6Bu7dsDU1wkoC+dPVmFcLmB8+leXdCmxUNITUtDtbqNMfrF5/Dw/fXVsQmJSXA4ItRNoHoFdDPVnzeJWvlfNuueFwEG9Lzo8VgKUIACQQgYEUCDqIZpdzHCx6iA/trEadi4+WuMe2UIqlS6BucSEtQoeM1bq6n55RLYp89ZgEXvTsKNVStdsIrLzLmLMGfBMny8dI6as95v8MvYvmM3Bvbvgfi4WEyeORc3X18FQ57pnauALvPaJ82Yg8daNsHVFa+44JowW/0Z0E37z5YV01mAAV1nYBZPAQpQwIgAamVlI3yMCuh79/0J+QbM/QcOqWUWZbnF7b/sxshxb2P33t9RumRJ9O3WAY0b+pZZzPpNom53Mhq36YxmjRuib9cO6kbRF0e/ic3/+w6FCxZAzRrVMahfDxQuVFAts3hz3cZYMOMt3HxDFVXe2zPfx/c//oz3JvlWk8m6+ZdZnDp+JOrecfsFr5ut/vKG4fCRo3jzVX5RkZX/jbPuoQswoIduxiMoQAEKhCRgRAANqUIm29kIH6MCusloLV0deaPz0y+78OrQAahTq4ambeEcdE05WZgOAgzoOqCySApQgAIZBYwIoFYWN8KHAd16V4jMwXc6HOpLmbTeGNC1FmV5WgswoGstyvIoQAEKZBEwIoBaGd0IHwZ0K18h2tedAV17U5aorQADuraeLI0CFKDABQJGBFArsxvhw4Bu5StE+7ozoGtvyhK1FWBA19aTpVGAAhRgQA/xGmBADxGMu+dZgAE9z4QsQGcBBnSdgVk8BShAASMCqJWVjfDhCLqVrxDt686Arr0pS9RWgAFdW0+WRgEKUIAj6CFeAwzoIYJx9zwLMKDnmZAF6CzAgK4zMIunAAUoYEQAtbKyET4cQbfyFaJ93RnQtTdlidoKMKBr68nSKEABCnAEPcRrgAE9RDDunmcBBvQ8E7IAnQUY0HUGZvEUoAAFjAigVlY2wocj6Fa+QrSvOwO69qYsUVsBBnRtPVkaBShAAY6gh3gNMKCHCMbd8yzAgJ5nQhagswADus7ALJ4CFKCAEQHUyspG+HAE3cpXiPZ1Z0DX3pQlaivAgK6tJ0ujAAUowBH0EK8BBvQQwbh7ngUY0PNMyAJ0FmBA1xmYxVOAAhQwIoBaWdkIH46gW/kK0b7uDOjam7JEbQUY0LX1ZGkUoAAFOIIe4jVgRED/5bf9SPN4cUvlioiLiQ6xhtw9nAQSkpLx/a4/4HREoOrV5cOpaWxLGAkwoIdRZ7IpFKCAOQWMCKDmbHlwtTLC57f9hyHB7LIiBVCh9GWIdTGkB9c74bVXojsZfx76F/+ePIvYmGhcU75UeDWQrQkbAQb0sOlKNoQCFDCrgBEB1KxtD6ZeRvicSUjCHwf+CaY63McmAhXLlkTBuBibtJbNtJoAA7rVeoz1pQAFLCdgRAC1HEqGChvlIyH9yLGTcLtT4PF6rUzGuudSwBERgRhXFEoWL8JwnktDHmaMAAO6Mc48CwUoYGMBowKoVYnpY9WeY70pQAG9BBjQ9ZJluRSgAAXSBRhAL30p0If/VChAAQpkFmBA5xVBAQpQQGcBBlAGdJ0vMRZPAQqEmQADeph1KJtDAQqYT4ABnQHdfFcla0QBCphZgAHdzL3DulGAAmEhwIDOgB4WFzIbQQEKGCbAgG4YNU9EAQrYVYABnQHdrtc+200BCuROgAE9d248igIUoEDQAgzoDOhBXyzckQIUoAAABnReBhSgAAV0FmBAZ0DX+RJj8RSgQJgJMKCHWYeyORSggPkEGNAZ0M13VbJGFKCAmQUY0M3cO6wbBSgQFgIM6AzoYXEhsxEUoIBhAgzohlHzRBSggF0FGNAZ0O167bPdFKBA7gQY0HPnxqMoQAEKBC3AgM6AHvTFwh0pQAEK8CZRXgMUoAAF9BdgQGdA1/8q4xkoQIFwEuAIejj1JttCAQqYUoABnQHdlBcmK0UBCphWgAHdtF3DilGAAuEiwIDOgB4u1zLbQQEKGCPAgG6MM89CAQrYWIABnQHdxpc/m04BCuRCgAE9F2g8hAIUoEAoAgzoDOihXC/clwIUoAADOq8BClCAAjoLMKAzoOt8ibF4ClAgzAQY0MOsQ9kcClDAfAIM6Azo5rsqWSMKUMDMAgzoZu4d1o0CFAgLAQZ0BvSwuJDZCApQwDABBnTDqHkiClDADgK//fk3lqz+NKSmNm90DypdXTGkY8JpZ76BCafeZFsoQAEtBBjQtVBkGRSgAAXSBbZt34WPN24JyePBe+vgpqrXhnRMOO3MgB5Ovcm2UIACWggwoGuhyDIoQAEKpAt4vV7MX7kO+w8cgRde9WwEIjL5ZHy+YrkyaN20ISIiMu9jJ1AGdDv1NttKAQoEI8CAHowS96EABSgQgkBikhuzFq3C6TPnAK8XyBq+058rVDAends0Q4wrOoTSw2/X6R8sx/ETp1TDihUtjO5tW4RfI9kiClCAAiEIMKCHgMVdKUABCgQr8M+x45izeDXS0jxQA+npA+T+X51OB55o9TBKFi8WbJFhu9/Ovfvw1dfbVPvuqlkdVa65MmzbyoZRgAIUCEaAAT0YJe5DAQpQIBcCO379Has/2Zg+0eV8Spes/nDDerj+uqtyUSoPoQAFKECBcBdgQA/3Hmb7KECBfBX4ZONWfL99Z8ZBdNS4uSoa3FUzX+vFk1OAAhSggHkFGNDN2zesGQUoEAYCHq8X85atxcHDR1VrypQqgXYtG8Nh45tCw6Bb2QQKUIACugowoOvKy8IpQAEKAOcSEzF93nJEOpzo/HhTxMfGkoUCFKAABShwUQEGdF4cFKAABQwQkBVdoqOjbL9iiwHUPAUFKEABywswoFu+C9kAClCAAhSgAAUoQIFwEmBAD6feZFsoQAEKUIACFKAABSwvwIBu+S5kAyhAAQpQgAIUoAAFwkmAAT2cepNtoQAFKEABClCAAhSwvAADuuW7kA2gAAWsKuD1eJHm9cLj9cCT5ntM83jhkR+vB+p1j0d9G6k8yt9qX48HHi/g9cr/k/+T//x/R6jn1d/yn9ervsRUPeeN8O8JOdS/RaQv+SgPEfKfHBAhv2X8W/b2vaZeiYBaKtIhjw4HHBEORDgi4HQ4IN+SKn87nPK6A05HBBzyk/E5KV8O5kYBClCAAhcIMKDzoqAABSiQRwEJ1WlpaUiV4CxhOj1Qp8pzaWlIS/OmP/rCtYTt1DRPHs8aHodLoI90Soh3wBEpj05EOiMQ6XQGfpfnfK+d3zc8Ws9WUIACFMhegAGdVwYFKECBSwikpqYhJS0NKSmpSJbfU1ORkpL+mOpRf+d2k5Fr/4izjDLLyLP6O30UOvPvmV+XUWs1mu0f6ZZH9XN+hNv3d/pIeIbX/MdJvf0j72owXo2y+4bWfb+fH4U//3uG12T0P/0Nh2+kP/OIf8bR//O/y5uZ9E8EMg7jh4gYFRmJqEgH1GOUUz1GRzoRFRWJKKcTkZHOEEvk7hSgAAXMI8CAbp6+YE0oQIF8EJCMmJySiqTkZCS5UwJBPDVVAnlqpqkgF6ueGtmVcOj0Pcror4RHeVQ/F7zme97uXyYq9vIJQ0qq75MG35shj3r0f/qQkiqfNmR+TcJ+Tpu8MYkS9/QA74qKhEvWoY+ORnRUpO3tc/Lj6xSgQP4KMKDnrz/PTgEKGCggQTDJnYyEpGS4JZAnp8KdnHLJGsjc6ZjoKPgDnis6Eq6oKBX21O/RUWquNjfjBCTYu1NS4Jb+8z8mn/9b3mh5chid94X1SPXFUbGuaPUogZ4bBShAATMIMKCboRdYBwpQQHMBmeOdkORGQoIbicnJSExyqxsws24yrUQCeKzLN7rqD93+IC7zo7lZT0D6P2t4l09JEt0p6pOS7Ebh5ZOQ2JhoxEZHIy7OhfhYl5puxI0CFKCA0QIM6EaL83wUoIAuAjJn+vTZRJw+l4iERLeanpJxk1HuuFgXCsbFoID8xLrUqCkDuC7dYfpCJcAnupNxLtGNswlJOJOQpH7PukVHRqqwXiguFoUKxKo5/dwoQAEK6C3AgK63MMunAAV0FZBgdeL0WRXO/Tc4ygll5FMCVeECcSgcH4sCcS6GK117wvqFy/VzJsGt3uSdOpuA02cTMn3qIuFcrqliBQugQHyM9RvMFlCAAqYVYEA3bdewYhSgwMUEZD3wE2fO4ejx04GRcpmSUig+FgXTRzplhJwbBfIqcDbRjTPnfJ/MyJtAd4rvkxm50bRE0UIoWiieb/zyiszjKUCBCwQY0HlRUIAClhKQoHTgyDG1jrjc1FeyaCGUuqywutGPGwX0FpAbjI8cP4Ujx06r1WVkilTZy4urN4fcKEABCmglwICulSTLoQAFdBf46/C/OHUmQYWi8pcXR5kSRTh6qbs6T5CdgEyHOXj0JP46ckyt616kYDzKlypOLApQgAKaCDCga8LIQihAAb0FDv97EkdPnEZcTDRuvKY8l8TTG5zlByUgS3du37tfLd0pU15KXVYkqOO4EwUoQIFLCTCg8/qgAAUsIbB9z1+qnrdWqcjpLJboMftUUlZ/2bb7T9XgG6+9wj4NZ0spQAHdBBjQdaNlwRSggJYC/oBevXIFxMfwBlAtbVlW3gQY0PPmx6MpQIELBRjQeVVQgAKWEPAHdE5xsUR32aaSGae4cATdNt3OhlJAdwEGdN2JeQIKUEALAX9Al7J4k6gWoiwjLwJZbxL1l8UpLnlR5bEUoIBfgAGd1wIFKGAJAX9Ar1yxDH77+whk5JLLLFqi68KqkmqZxWOncOS4b5lFWQ/96nIlsXPfQdVOBvSw6m42hgL5JsCAnm/0PDEFKBCKgD+g16l2HTwer1qL+sA/J5CUnKKK8X9RkfqyIvnmUH5RUSi83PciApm+qOhcItzJvi8qinFFoWyJori8eGE4IiKw6YdfGdB5FVGAApoJMKBrRsmCKEABPQUyBvSM5zl++pxafvHYybPweL2Bl5wOh/pa9sLyEx+HAnEurpmuZweFQdkybeVMghunzyXg1Fn55tAEpHnOX1MORwSKFy6gvhxLvkE048aAHgYXAJtAARMJMKCbqDNYFQpQ4OICFwvo/iMknEtIP3HmnPpa9iS3b2Tdv0UAiIt1oWBcjPqJj3UhxhWt5rNzs5+AfBNtojsZsgLL2YQknElIUr9n3WSkXD6VKVowHsWLFFCj5dltDOj2u4bYYgroKcCArqcuy6YABTQTyCmgZz2RzFGXoH7mXBLOJiapECahLOsmI+0SwmJdUYiJjlZTZVzR8nskoqOiGOA160FjC5K+Tk5JQVJyKtzJKWpqSlJyMhLdKerNW5rnwmsh0ulUn7QUiI1BwfgY9emLPBfMxoAejBL3oQAFghVgQA9WivtRgAL5KhBqQM+usu6UVBXUZaQ0IcmNc4kS2JIv2S6Z1hATHQVXlC+4+34i4YpKf4yOQvZjqvnKFdYnl5lM7hRf6A48podw+VsCeMbpTtlhxLqiER8bjbgYCeQuxMfFqD7O7caAnls5HkcBCmQnwIDO64ICFLCEgBYBPbuGStiTkC6BXVbokNFWGXX1j77KvOScNpkmExUpI+5O9Siry8jqHuox0omo9N8lAEZcZIpETucI99flxt/k1FS1Ok9KSiqS5VH9SF/4HuVv+V1WT8lpE+eMb6TkTZasoS+BXMK51t3AgJ5Tj/B1ClAgFAEG9FC0uC8FKJBvAnoF9JwaJKFQRt790yQyjdhKkEzxreoR7CYj8tES4qOckOk1MqfZEXiU3yPgiHCkP6b/nfH19P0lgErIVI9If/Q/J8/4X8v0ujx9/jips7z/8Mp/XvmRv31vSHx/pz+nXk9/LutrXi88Ho8asZaQ7Xv0ZPhdnkv/O+PrXi/S0jy+0J2aqvYPZZM3QOc/1cj8iYY8L2+OjNwY0I3U5rkoEP4CDOjh38dsIQXCQiC/AnoweP6QmZI+0qtGfzP9nj4inJKK0GJoMGcPj33kjUbWTxzUGxn1aUT6JxNR8omE8eE7GGEG9GCUuA8FKBCsAAN6sFLcjwIUyFcBMwf0UGBk1Ng3fcM3apzb0edMI9wy0h0Y2b5wpPtiI+Ly/PnRd98ovBpjD4y+Zx5xzzj6fn4fGfEP7VMAOY/69MAhoTxSTQNyWnw1HQb0UP4VcF8KUCAnAQb0nIT4OgUoYAqBcAnopsBkJTQXYEDXnJQFUsDWAgzotu5+Np4C1hFgQLdOX9mxpgzodux1tpkC+gkwoOtny5IpQAENBRjQNcRkUZoLMKBrTsoCKWBrAQZ0W3c/G08B6wgwoFunr+xYUwZ0O/Y620wB/QQY0PWzZckUoICGAgzoGmKyKM0FGNA1J2WBFLC1AAO6rbufjaeAdQQY0K3TV3asKQO6HXudbaaAfgIM6PrZsmQKUEBDAQZ0DTFZlOYCDOiak7JACthagAHd1t3PxlPAOgIM6NbpKzvWlAHdjr3ONlNAPwEGdP1sWTIFKKChAAO6hpgsSnMBBnTNSVkgBWwtwIBu6+5n4ylgHQEGdOv0lR1ryoBux15nmymgnwADun62LJkCFNBQgAFdQ0wWpbkAA7rmpCyQArYWYEC3dfez8RSwjgADunX6yo41ZUC3Y6+zzRTQT4ABXT9blkwBCmgowICuISaL0lyAAV1zUhZIAVsLMKDbuvvZeApYR4AB3Tp9ZceaMqDbsdfZZgroJ8CArp8tS6YABTQUYEDXEJNFaS7AgK45KQukgK0FGNBt3f1sPAWsI8CAbp2+smNNGdDt2OtsMwX0E2BA18+WJVOAAhoKMKBriMmiNBdgQNeclAVSwNYCDOi27n42ngLWEWBAt05f2bGmDOh27HW2mQL6CTCg62fLkilAAQ0FGNA1xGRRmgswoGtOygIpYGsBBnRbdz8bTwHrCDCgW6ev7FhTBnQ79jrbTAH9BBjQ9bNlyRSggIYCDOgaYrIozQUY0DUnZYEUsLUAA7qtu5+Np4B1BBjQrdNXdqwpA7ode51tpoB+Agzo+tmyZApQQEMBvQP6wcNHMHHabHz74884efIUKpQvi2o3VEWnto+iXJlSGrYkuKLOJSTgtvrN0Kdre/Tp0j64g/K4V0JiEma8vwAbvtiMA4eOoNTlJVDpmqvQrlUz3HrzDXksPbwPZ0AP7/5l6yhgtAADutHiPB8FKJArAT0D+omTp9Dk8W44m5CARg3uRuFCBfHbvj+x5ZvvUaxoEXy+aj4cDkeu6p3bg9zuZDz30mg0uu9uNKpfL7fFBH2c1+tF1/7PY8s321Dvzpq4uuIVkDctm7/+DmfOnsPqBTPVc7J9/9MOTJ31AUYNG4DLihcL+hzhvCMDejj3LttGAeMFGNCNN+cZKUCBXAjoGdAnvzsXk2fOxbxpb+KWm64P1G7/gUP4599jthg9/mbbT3ii9wD069ERPTs+HjCQcP71dz+gQb07A8+t2/AFnn1hFNYufBdXViifi94Mv0MY0MOvT9kiCuSnAAN6furz3BSgQNACegb0p4aMwKat3+Db/3wYdH3Cbcf5Sz/EyHFvY8msybi+8rWXbN7aTz5Xo/sZR9XDzSPU9jCghyrG/SlAgUsJMKDz+qAABSwhoGdAH/HG21iw7MMLRtCzg0lL8+CdWfOwcu0nOHbiJK6qeAV6dWqbaYT532PHMeataWqKTGJiEq6sUA4PP1Afj7VoApcrWhWb0z4pKSmofvfDeKpnJ3Rt3/r86PVnGzFjzkLs+2s/ihctgiaN7kPvLu0Q6XSqfWSKSpd+gzBu5FAs+3A9ftqxEyVLFEevTu3QuOE9F+3rj//zJZ4eOhL9e3RCj46PXXQ//+i5fwcJ8xLqZRObabPnY8XaT/Dv8eOoWL4curRrhYfuvzdQnszzf3/xCowfMRQTp8/BX38fwF21bsOYlwbi1OkzeOe9D/Dfb77HoSP/qKlGNW+thoH9euCyYkUDZaz++DP1ice/x0+g6nXXoFnjhhj26jhMf3MU6tSqEahLTv2k5YXPgK6lJsuiAAUY0HkNUIAClhDQM6Dv3L0Xrbr0hSPCgYb33oVbbr4BN1WtjCrXXX3B3HMZZV6wbDVaNXsQ1151JT77csRQnLoAABGySURBVDO2fvsDpo4bibvuuE1ZdntqMHbs2qPCaYnixfDjjl1qhH7OlDdQqmSJoPZJTk5BtXqNM005+fSLTeg/+BXcUOU63HvXHdi9dx8kWLdq1hjDB/VX5W7a+i26Pz1EvRFo3rghSl9eEis/+hT7/tyPRe9Owo1VK2Xb3wkJiWjSrjsOHjqCWjWq4c6aNVC10rWoflNVxLhcgWMkRM9dvAJT3p2HMS8NQpVrr8a1V1dUr48aPwXzlqxEg7vvVMdu3LRVtf2NVwbjwft8bw7GT3kXM+cuQpnSl6PlQ/fjrwOHEBcTgxeeexK/7N6D518ei8YN78XlJYvjj78OYNb8pWh4Tx28/vJgdbyU91jXfurG3YcfaKAC/roNG+HxePDOGyPU/HnZguknLS98BnQtNVkWBSjAgM5rgAIUsISAngFdAP73/Y947a2p2PnrbwEPuUF08FO9AiPPEmJrNWyB9q2b47knu6v9UlJT8UjH3ihRvDhmvjVaPVfj3iYqkL4y+OmL2ua0T3YBvW2Pp3Hs+AmsmDsVsTExquzBI17H6vWfYcvHy1CwQHwgoPft2kGNrMt26MhRNGjeDp3bPopn+3S9aJ0OHDqMV8dPwaYt3yA1LU3tFxUVhU6PP4K+3ToERumzm4OemJSEmg2a4/76dQNhWm50bd6hJ+JiY7F0tm+U3R/Qxar27bfmeO0NGfmG6psNy+eqfUe/+Y76tGPlvOm4qqJv/vvA4WOw5uP/BAJ6sP2U48lD2IEBPQQs7koBCuQowICeIxF3oAAFzCCgd0D3t1GmrezY+Su2bd+BhcvX4PSZs5g/fQJuvqEK9vz2B5q2647n+/fErdVuDLBMn7MAv+7dh3VLZqnnJEjv3vObWhHmhiqVVJC8+foqiI6OChyT0z7ZBfTaDzyiptJkDP7rP/sSzwwbqQKwjFr7R9BnT34dt99yc+B89zR5XNVZRrNz2mS5xV92/YrtO3/FstXr8Psf+1Wwl08EZMsuoO/9/Q80adsdY4c/n2lKy4jXJ2HV+g349rNVmQL6ti/WBKb7ZK2PTP85+u9xeLxeNVr/+Vdb8PWnK9RuTw4arqb3rFnwbuAw/5x4/wh6sP2Uk0MorzOgh6LFfSlAgZwEGNBzEuLrFKCAKQSMCugZG/vrb/vQrF0PNYIsI+Yyp7xLv+ez9YiLiw2E0IOH/8HYidPU6icyJUS2sqVLYc6U11Gm1OXq75z2yRrQZUT7pjqN0K1DGzzdq3OgDv7VV/zh1B/Qs65I88CjHXF95eswbsSQkPpTRsYfbNUZlxUvGphrnl1A9899nzFhNO6seX5k3L9CjtyAGxcbo0bQZ81fgu2b1l9Qj9/++AvPvTgau/ac/xRDdpJPBvwB/dFOfdTf700aGzheRtg79nkuMIIebD+FBJHDzgzoWmqyLApQgAGd1wAFKGAJgfwI6HLTY/V6jdH0wfswYsgzgRH0Sa8NR/26tYNyk4C+YeNmvDBqPDq0aaFG37Nu2e2T1xF0rQK61FXCr9y0+fHSOarqeR1Bv1hA79B7gPqSqBcH9lOfBkigHzd5JhavXBsI6J2fHKjWZfffmCr1+c9XW9B34EuBgO4fQQ+ln4LqzEvsxICeV0EeTwEKZBRgQOf1QAEKWEJAz4AuNzzGxsaoueX+1VAExT91YugzfdD20aaQqR8172uG++6ug/EjhwXc/tx/APFxsYEv7ZGR8xrVboLTef7Ljeo2bo1769YO3MyZ0z7ZBfTHuz8F+VIlmYPuv3Fz6Mg3sGrdBvx3/VIUKlggMMUl1IC+cfPX+HzTVjU6L6un+DdpW4sOvdTqKG+NflE97V/xxT+tRp7zz0GXaT2vDR+k9pM2tHiiJ1wuF5bNnqKeu9QIukzhkTdDg/r1CJxflnP88r//CwR0Wa1F3vB8uWZRYMqQ3HQq5fo/RQi2n7S88BnQtdRkWRSgAAM6rwEKUMASAnoF9CS3G227P6VuDpXlCOWLisqXLaO+SVQC61UVymPp7CmB+dIyp3rB8tVqtRCZ4/33gUNqlZRGDeph5NBn8ePPO/FYt/647uorcd89dVC0cGEVML/c8r/AMoDB7JNdQPcHY5kPLyP4u/b8jo8+/RyPNGkUmJee2ykuL499C4tWrEV8XJxauaXSNVfh+ImTKox7PF5l4L8pc/svu9G6y5MqtLdu/lDg0wRZOUXWU3+gfl01nUbmjsu3jmacl36pgN61v6x+8yueeKyl+tbSbT/9gnmLV6g3T/4pLktWfYSXxkxA6+aN0adLe/z590E1eq6WaMywiktO/aT1Rc+ArrUoy6OAvQUY0O3d/2w9BSwjoFdAFwBZom/5mo/xxaataunCEydPolyZ0qhb+3Y151vmPPs3mQsua3WvWvcpTpw4hWuvqoi769REtw6PBUbMZdnF+ctWYefu31RZFa4ohy5tHw0sNShl5bTPxdZBl0A+fc5C/LH/bxQrUgRNH2yAPl3Pr7Dinwu+YOZE3Hx95UC9H2zdGTdWqRQY3c6u46VOy9esV8F//4GDKFWiBG68vhL6dG2PCuXKZjpEArCsR35FubKBFVoyrhEva5RXKF8WXdq1RpMH6geOlXXQ35u/BD9sXHtBFQ7/cxQj33hbrdoibxRq3VYdZUtfrkK/fELgH5WXZSRlH/92/7111RuJjAE9mH7S8uJnQNdSk2VRgAIM6LwGKEABSwjoGdAtAcBKBgS8Xq8K6MdPnlJfVCTLSMrc9PffGYcaGVbXMZKMAd1IbZ6LAuEvwIAe/n3MFlIgLAQY0MOiGzVphCzpeM1Vvi9Hkm3SjPfxznvzsOmjxZC16/NjY0DPD3WekwLhK8CAHr59y5ZRIKwEGNDDqjtz3Ri5mbXXgBfUvPfbqt+k5qAvWbkWDz1QH6OGDch1uXk9kAE9r4I8ngIUyCjAgM7rgQIUsIQAA7olusmQSn6wZJW6B+C3fX+h5GXF1beX9urU9qJffGREpRjQjVDmOShgHwEGdPv0NVtKAUsLMKBbuvvCvvIM6GHfxWwgBQwVYEA3lJsnowAFcivAgJ5bOR5nhAADuhHKPAcF7CPAgG6fvmZLKWBpAQZ0S3df2FeeAT3su5gNpIChAgzohnLzZBSgQG4FGNBzK8fjjBBgQDdCmeeggH0EGNDt09dsKQUsLcCAbunuC/vKM6CHfRezgRQwVIAB3VBunowCFMitAAN6buV4nBECDOhGKPMcFLCPAAO6ffqaLaWApQUY0C3dfWFfeQb0sO9iNpAChgowoBvKzZNRgAK5FWBAz60cjzNCgAHdCGWegwL2EWBAt09fs6UUsLQAA7qluy/sK8+AHvZdzAZSwFABBnRDuXkyClAgtwIM6LmV43FGCDCgG6HMc1DAPgIM6Pbpa7aUApYWYEC3dPeFfeUZ0MO+i9lAChgqwIBuKDdPRgEK5FaAAT23cjzOCAEGdCOUeQ4K2EeAAd0+fc2WUsDSAgzolu6+sK88A3rYdzEbSAFDBRjQDeXmyShAgdwKMKDnVo7HGSHAgG6EMs9BAfsIMKDbp6/ZUgpYWoAB3dLdF/aVZ0AP+y5mAylgqAADuqHcPBkFKJBbAQb03MrxOCMEGNCNUOY5KGAfAQZ0+/Q1W0oBSwswoFu6+8K+8gzoYd/FbCAFDBVgQDeUmyejAAVyK8CAnls5HmeEAAO6Eco8BwXsI8CAbp++ZkspYGkBBnRLd1/YV54BPey7mA2kgKECDOiGcvNkFKBAbgUY0HMrx+OMEGBAN0KZ56CAfQQY0O3T12wpBSwtsGvfQaSkpqJ65QqIj3FZui2sfHgJnEt0Y9vuPxEdGYlKV5YJr8axNRSgQL4IMKDnCztPSgEKhCpw+N+TOHriNOJionHjNeURFekMtQjuTwHNBVJS07B9734kJCWjRNFCKHVZEc3PwQIpQAH7CTCg26/P2WIKWFZg/+FjOHnmHCKdDpS/vDjKlCiCiIgIy7aHFbeugNfrxcGjJ/HXkWNIS/OgaMF4lCtV3LoNYs0pQAFTCTCgm6o7WBkKUCAngVNnE3HgH18oklH0kmrUsjBiXdE5HcrXKZBnARkpP3LsFI4cP43UtDRERjpRtmQxFIqPzXPZLIACFKCAX4ABndcCBShgOQGvx4sTZ87h6PHTSE5NVfV3RUeqkCQ/BeNjUSCW89Qt17EmrPDZRDfOnEvE6fQfd7LveouOilRTWooWiuenOCbsN1aJAlYXYEC3eg+y/hSwucCZhCScOH0Wp88mQqYd+Denw4FCBWJRWH7i41AgzsUgZfNrJafmy/VzJsGN0+cSIJ/UnD6bgDTP+WtKplPJNVWsYAEUiI/JqTi+TgEKUCDXAgzouabjgRSggJkEJFxJSD+dkIiERDeSU3wjnf5NZqrHxbpQMC5G/cTHuhDjilbz2bnZTyA1zYNEdzJkBZazCUmQN3rye9ZNRsrluikUF6vCOe95sN+1whZTID8EGNDzQ53npAAFdBeQAJaQ5EZCghuJyclITHJnGg31V0BG2mNcUYh1RSEmOlpNlXFFy++RiI6KYoDXvaf0OYH0f3JKCpKSU+FOToFMTUmS68CdgiR3CtI8ngtOLNdCbEw0YqOjERfnUm/i5DluFKAABYwWYEA3WpznowAF8k1AlsSTUdPEpGS4VVhLVSHuUpvDEYGY6Ci4onzB3fcTCVdU+mN0FLiOjLFdKjOZ3Cm+0B14TA/h8rcEcE+G6U7Z1U7efMW6ItWnKHKDsTxy6U5j+5FnowAFLi7AgM6rgwIUsLWA5DiZDiOjqxLsUlJSkZyahtRU32PGee0Xg5JpMlGRMuLuVI8S9GRqhHqMdCIq/XcJ+Zwikb2ix+NVN/zKmyh/H6jfpR9SfI/yt/wuq6fktImz+Kv+iHIG3mDJpyTSN1ydMydBvk4BCuSnAAN6furz3BSggOkFUiUkpmUMjalICQRGjwqOoWwyIi/fOCmhUaZPOCIi4Ag8yu8RcEQ40h/T/874evr+EkAlZKpHpD/6n5Nn/K9lel2ePn+c1FveoHjlP6/8yN++myJ9f6c/p15Pfy7ra14vPB6PGrGWkO179GT4XZ5L/zvj616vWipThe7UVLV/KJvvjZDvjZFYqjdI/jdDTqda/pAbBShAAasKMKBbtedYbwpQwDQCMt9ZRnUlzKdJmJe/00d6UzxpSFMh36MeQ4uhpmmi7hWRNxpO+STC6YAz0olIpxNRDl/QliDuTA/dUU6n2o8bBShAgXAWYEAP595l2yhAAdMJyEixjMhLkJffZZRaRp1lbXe5bdHr8ajnZHk/33Me32P6CLaMTkvI949wyx9qBDz9OXgjfK/J3+kj4zLCfn40XI2PqxFx2dT8+cAou+8ZNf3DPxrv9f+dYfQ9mxF6+RRAQrZDRu7lUwA41KPTIcdHIEI+BZBi0//2fXIgodwJCd3yOzcKUIACFEj/3+aTZxM5oMOrgQIUoAAFKEABClCAAiYR4Ai6STqC1aAABShAAQpQgAIUoID6LJMj6LwQKEABClCAAhSgAAUoYB4BBnTz9AVrQgEKUIACFKAABShAAY6g8xqgAAUoQAEKUIACFKCAmQQ4gm6m3mBdKEABClCAAhSgAAVsL8CAbvtLgAAUoAAFKEABClCAAmYSYEA3U2+wLhSgAAUoQAEKUIACthdgQLf9JUAAClCAAhSgAAUoQAEzCTCgm6k3WBcKUIACFKAABShAAdsLMKDb/hIgAAUoQAEKUIACFKCAmQQY0M3UG6wLBShAAQpQgAIUoIDtBRjQbX8JEIACFKAABShAAQpQwEwCDOhm6g3WhQIUoAAFKEABClDA9gIM6La/BAhAAQpQgAIUoAAFKGAmAQZ0M/UG60IBClCAAhSgAAUoYHsBBnTbXwIEoAAFKEABClCAAhQwkwADupl6g3WhAAUoQAEKUIACFLC9AAO67S8BAlCAAhSgAAUoQAEKmEmAAd1MvcG6UIACFKAABShAAQrYXoAB3faXAAEoQAEKUIACFKAABcwkwIBupt5gXShAAQpQgAIUoAAFbC/AgG77S4AAFKAABShAAQpQgAJmEvg/OLZVnkvAQQMAAAAASUVORK5CYII=\" alt=\"First microservices\"></p>\n<p>Our microservices are located behind an API gateway (we call it GateKeeper), every authenticated request should be signed with an OAuth token to get through it. Also, every request should be signed by the client application with an API key.</p>\n<p>Admin has become one of the external clients of microservices API. It had its own API key, every user was obtaining an OAuth token, which is kept in a session document, as a part of a session data.</p>\n<p>Months were passing. In general, an architecture stayed the same, apart from the fact the number of our microservices increased. And increased a lot.</p>\n<p><img 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\" alt=\"More microservices\"></p>\n<p>More and more business logic was covered by services while less and less logic was implemented in Admin. Then at some point were realized, that what happens in Admin - it’s just a proxying of requests to a gateway. The usual code for a new feature was more or less - send a request to the Gateway, get a request, send this request to a front-end client. Not the most exciting engineering work ever. </p>\n<p>Moreover, we’ve got another complication - some teams without any PHP engineer had to add some new features to back-office. For this, one needed to create a proxying code, and for this one would need some support from another team.</p>\n<h3>There should be a better way</h3>\n<p>So we’ve started to think of possibilities to send requests to the Gateway directly from Frontend, in order to avoid a necessity to make any implementation in Admin every time we do a new feature.\nAnd challenges were:</p>\n<ul>\n<li>we can't get rid of Admin. Even though it was getting almost no new features, there were a lot of old ones. And usually, we were adding new widgets into old pages.</li>\n<li>we can’t get rid of sessions - our old Admin features depend on them</li>\n<li>we don’t want to keep two mechanisms of authentication on a Frontend side.  I.e. we don’t want to introduce anything alongside sessions, in order to avoid consistency issues between the user session and our permissions model.</li>\n</ul>\n<p>Then unexpectedly a group of our engineers (Mikhail, Oleg, Alexey and Andy - thank you, guys!) came out with a prototype of Vigolante, as a <a href=\"https://auto1.tech/one-more-hackathon-at-auto1/\">Hackathons</a> project.</p>\n<p><em>Vigolante - a mix of GO and VIGILANTE (sp.), which means a guard.</em></p>\n<p><img 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\" alt=\"Vigolante\"></p>\n<p>The idea behind it can fit in one sentence: it’s an authentication layer, which uses the same cookie as Admin, gets a session identifier from a frontend request, connects to the sessions storage (Memcached), fetches a session data, gets a OAuth token from the data and, enriches the initial request with the token and then forwards it to a Gateway.</p>\n<p>Quite a simple flow, but once in place helped us to save a lot of development time in order to deliver new features to Admin. From now on, we don’t need to make any changes in Admin, when we need to send a request to a microservice from Frontend.</p>\n<p>We have chosen <a href=\"https://golang.org/\">Golang</a> as an underlining technology to build the project. The reasons are: </p>\n<ul>\n<li>it's fast. It adds only about 10ms of overhead per request.</li>\n<li>it's small. The resulting docker image is only 1MB big!</li>\n<li>it's fun. We gave ourselves a break from Java or PHP.</li>\n</ul>\n<p>Basically, the project was developed by the efforts of 4 engineers in a bit more than one day. We are proud to say, that this time was not just for coding but also for taking care of bringing the software to production; things as:</p>\n<ul>\n<li>build/release pipelines (as a code). We use Jenkins in AUTO1, and our pipelines should be delivered in a form of Groovy-based <a href=\"https://jenkinsci.github.io/job-dsl-plugin\">Jenkins DSL code</a>.</li>\n<li>Infrastructure (as a code). We using AWS services, and the application was prepared as a Docker container, <a href=\"https://aws.amazon.com/ecr/\">ECR</a> was used for as a container registry, <a href=\"https://aws.amazon.com/ecs/\">ECS</a> as a platform to run a container. All this was described in a form of <a href=\"https://www.terraform.io/\">Terraform</a> configuration</li>\n<li>Integration with platform, done in a form of a listener for <a href=\"https://docs.aws.amazon.com/elasticloadbalancing/latest/application/introduction.html\">Application Load Balancer</a> (ALB) for main Admin platform host. So, basically, every request with a certain prefix was directed to Vigolante, instead of Admin.</li>\n</ul>\n<p>There were few things yet to be resolved (such an implementation of mechanisms of refreshing of OAuth tokens, also there were some problems with encryption of PHP sessions from Memcached), but those were successfully resolved; one month later we released the first feature relying on Vigolante to production.</p>\n<p><strong>Feeling proud and fulfilled, we could now focus our attention on the our engineering challenges.</strong></p>","fields":{"slug":"/vigolante/","tags":["golang","microservices","monolith","PHP","back-office"]}}}]}},"pageContext":{"slug":"/tags/monolith","tag":"monolith","categories":["Architecture","Coding","DevOps","Engineering","ProjectManagement","QA","Social","TechRadar"]}}