ZHEN YUANLatest blog postshttps://zhenyuan.azurewebsites.net/post/build-custom-bot-with-microsoft-bot-frameworkhttps://zhenyuan.azurewebsites.net/post/build-custom-bot-with-microsoft-bot-frameworkLearn how to build a AI conversational bot with Microsoft bot framework<p><br></p><p><img alt="Diagram explaining the components of a conversation AI experience" src="https://bot-framework.azureedge.net/static/334210-be29347d1e/intercom-webui/v1.6.2/assets/landing-page/images/BotFrameworkDiagram.png"></p><p><br></p><p>Recently I’m building a bot for prototyping with <a href="https://dev.botframework.com/">Microsoft bot framework</a> by integrating with new Azure cognitive services (<a href="https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/">cognitive service for language</a>&nbsp; &amp; <a href="https://azure.microsoft.com/en-us/products/cognitive-services/question-answering/">question answering</a>). Frankly speaking, Microsoft bot framework is really easy to use and does not require steep learning curve.&nbsp;&nbsp; Today, I would like to share some of my experiences of building a bot, so you can build yours more effectively. </p><p>In the following article, I’m going to explain the tools I used and how to you can use them during the building life cycle as shown below.</p><p><br></p><p><img alt="Design timeline of a bot" src="https://bot-framework.azureedge.net/static/334210-be29347d1e/intercom-webui/v1.6.2/assets/landing-page/images/BotLifeCycle.png"></p><p><strong>Design&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Build&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Test&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Publish&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Connect&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Evaluate </strong></p><p><strong><br></strong></p><h2>Design Phase&nbsp;&nbsp;&nbsp;&nbsp; </h2><h3>Microsoft Whiteboard</h3><p>Brainstorming the goal of the bot by asking below questions </p><ul><li>why you need a bot?</li><li>what problem you are trying to resolve? </li><li>how to measure the success of your bot?</li><li>…etc.</li></ul><h3>Microsoft OneNote</h3><p>Design a conversational flow for your chatbot and try to analyze an example chatbot flowchart.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/7f14d790-5478-4d98-b2ba-2b6b5ee3d778.png"><img width="332" height="582" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/f367b462-6bde-4c34-9ee7-761ec4b87dad.png" border="0"></a></p><h2><br></h2><h2>Build Phase</h2><h3>Microsoft Visual Studio 2022</h3><p>Microsoft bot framework supports both Node.js and c#. In my case, I’m using c#.&nbsp; I would suggest to start getting familiar with the <a href="https://learn.microsoft.com/en-us/azure/bot-service/bot-service-quickstart-create-bot?view=azure-bot-service-4.0&amp;tabs=csharp%2Cvs">framework SDK</a>. It is well documented with code examples.&nbsp; In my case, I started project with echo bot, which is a very simple template. It helps you understand the events lifecycle in the bot, before starting to build the complicated business logic. </p><p>The Echobot template is a .net core project.&nbsp; If you are familiar with c# code.&nbsp; you will find the bot endpoint is an API controller.&nbsp; By default,&nbsp; the .net core application is running on IIS Express in which anonymous authentication is enabled.&nbsp; That’s why when you are not providing the username and password in bot framework emulator, it will still work. </p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/140b3a99-ab14-499f-bd0e-28291cdade3b.png"><img width="551" height="372" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/b848fb4d-75d5-4a1d-8425-bf8e96e85223.png" border="0"></a></p><p><br></p><h3>MS Teams dev Tool</h3><p>Microsoft provides a great tool for designing and building dialog cards. you can drag and drop the element into the canvas which will automatically generate the json with styling data.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/52c3818a-7707-439a-b06f-23e79d7ba047.png"><img width="570" height="368" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/04f8393a-7b72-459e-9991-89a97aea7133.png" border="0"></a></p><p><br></p><h3>Azure Cognitive Service for Language</h3><p>Azure cognitive service for language is a managed service to add high-quality natural language capabilities, from sentiment analysis and entity extraction to automated question answering.&nbsp; </p><p>With Azure bot framework SDK, it makes easier to call the Cognitive Service. Here is an example in c#.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/a291a864-2443-4fc3-bfc3-d69a1374133a.png"><img width="650" height="149" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/c814f69c-1d84-4fac-a813-439da4af1ee1.png" border="0"></a></p><h3>Azure Cognitive Service for Question Answering</h3><p>Azure Question answering provides cloud-based Natural Language Processing (NLP) that allows you to create a natural conversational layer over your data.&nbsp; It is used to find the most appropriate answer for any input from your custom knowledge base of information. Here is an example in c# with Azure bot framework SDK.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/9c996ce6-8d08-4f0f-b98e-756059f0fa71.png"><img width="648" height="122" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/f2c83b88-24b7-4d7c-9aac-c41ec5bdad33.png" border="0"></a></p><h2><br></h2><h2>Test Phase</h2><h3>Bot Framework Emulator v4</h3><p>Microsoft provides bot Framework Emulator so that you can test or debug your bot locally. For testing your bot in the Emulator, you only need to configure the endpoint.&nbsp; In my case, it’s the default <a href="http://localhost:3897/api/messages">http://localhost:3897/api/messages</a>. you can leave Microsoft API ID and Microsoft App password empty, if they are empty in you appsettings.json.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/21ef5497-56f8-4470-aa7b-fc7cc21e6cad.png"><img width="593" height="393" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/09d446a3-2c78-477e-b2b5-ee89ef6ae93a.png" border="0"></a></p><p>Once you completed, then click “save and connect”, you are ready to debug.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/eacfbdc7-fcc5-45c5-a9b0-67310fc4dd9a.png"><img width="621" height="329" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/116b1691-c1f9-4318-9a34-a71dd5c36c1a.png" border="0"></a></p><h2><br></h2><h2>Publish Phase</h2><p>Github</p><p>There are many tools you can use for your CI/CD process. i.e. Azure devOps.&nbsp; In my case, I’m using <a href="https://github.com/">Github</a>.&nbsp; I’m hosting my bot in Azure app service, in which it could natively connect with Github by a few configuration in deployment center. </p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/a3ba1f22-2171-4642-9ea7-ce71a3e39cc7.png"><img width="522" height="476" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/056ad385-2eb5-415c-b537-790f3871cfc6.png" border="0"></a></p><p><br></p><p>In addition, it’s important to keep you credentials secure. DON’T put into appsettings.json, you should use github actions secrets instead.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/28df9eb6-7ea6-45f8-a300-35f2b624f90b.png"><img width="638" height="339" title="image" style="display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/3ddee5aa-666a-4cab-b0d5-add79f101de7.png" border="0"></a></p><p>On your local, you should leverage environment variable for appsettings.json.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/dcf50118-6b34-46e6-ab71-f119b365e332.png"><img width="432" height="65" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/eb38bf8d-27ed-4aee-9127-84db20a69799.png" border="0"></a></p><p>Now, you are ready to deploy your bot into Azure.</p><p><br></p><h2>Connect Phase</h2><h3>MS Teams</h3><p>Azure bot supports different channels, Web chat, Microsoft Teams, Alex, Email, Facebook, Slack etc. The good news is that Microsoft have already done the hard job for you, so that you don’t need to worry about the message formatting from different channels.&nbsp; It will automatically convert into the conversational json required by your message endpoint. All you need to do in just register your channel.&nbsp; In my case, I have registered for MS Teams.</p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/5914871b-5483-40b4-8692-42e1beaaa766.png"><img width="649" height="65" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/48bf3640-730a-40a0-92f6-0821cad1619c.png" border="0"></a></p><p><br></p><p>After you registered the Teams channel in azure, you will need to create a Teams App package (manifest.zip) for the bot. It will need to be uploaded and installed in Teams. </p><p><br></p><h3>Ngrok</h3><p>Another tool i’m using here is Ngrok for debugging remotely.&nbsp; Ngrok secure tunnels allow you to instantly open access to remote systems without touching any of your network settings or opening any ports on your router.&nbsp; You can find more details <a href="https://learn.microsoft.com/en-us/azure/bot-service/bot-service-debug-channel-ngrok?view=azure-bot-service-4.0">here</a> for configuring ngrok.</p><p><br></p><h2>Evaluate Phase</h2><h3>Azure Monitor Log Analytics </h3><p>Enabling Azure logs for analyzing bot behavior with Kusto queries like below samples. there are more samples you can find <a href="https://learn.microsoft.com/en-us/azure/bot-service/bot-builder-telemetry-analytics-queries?view=azure-bot-service-4.0#analyzing-bot-behavior">here</a>.</p><h4><u>Number of users per specific period</u></h4><p><img alt="Sample chart of number of users per period." src="https://learn.microsoft.com/en-us/azure/bot-service/v4sdk/media/userscount.png?view=azure-bot-service-4.0"></p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/fc11d8a2-d149-41ac-8b11-ad987cee6b3b.png"><img width="519" height="240" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/26f7cdc9-294c-41c5-baa5-7c6213aa99d8.png" border="0"></a></p><h4><u>Activity per period</u></h4><p><a href="https://zhenyuan.azurewebsites.net/posts/files/d4e6de6f-a370-45c9-903b-2d73cc28176d.png"><img width="500" height="271" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/06f57717-527e-4a75-8ae1-51b1b90db3aa.png" border="0"></a></p><h3>Power BI</h3><p>Lastly, you can use Power BI&nbsp; to build a dashboard.</p><p><br></p><h2>Summary </h2><p>Microsoft bot framework is a comprehensive framework for building enterprise-grade conversational AI experiences.&nbsp; It makes easy to integrate with Azure Cognitive Services for creating a bot with the ability to speak, listen, understand, and learn.&nbsp; It allows you to create an AI experience that can extend your brand and keep you in control of your own data.&nbsp;&nbsp;&nbsp; Most importantly, Microsoft have already provided a full list of tools to smooth the process of your building experience.&nbsp; </p><p>yay! here is my bot, his name is Eric.&nbsp; Compose a bot today so as to boost your customers’ experience. </p><p><a href="https://zhenyuan.azurewebsites.net/posts/files/099d8011-9ce7-4491-9946-328dcef02571.png"><img width="495" height="444" title="image" style="border: 0px currentcolor; border-image: none; display: inline; background-image: none;" alt="image" src="https://zhenyuan.azurewebsites.net/posts/files/431dd072-6d87-4f0e-8690-609b44f5d9dd.png" border="0"></a></p>Mon, 09 Jan 2023 08:51:37 Z2023-01-09T08:51:37Zhttps://zhenyuan.azurewebsites.net/post/automating-performance-audit-using-google-lighthouse-with-azurehttps://zhenyuan.azurewebsites.net/post/automating-performance-audit-using-google-lighthouse-with-azureAutomating performance audit using Google Lighthouse with Azure<p>Running performance audits on a public-facing website is essential, in the past the audits was conducted manually. Recently, I have been asked to propose a solution for generating the Google Lighthouse report automatically.&nbsp; </p><p><br></p><p><strong><font color="#ff0000"><u>What is lighthouse?</u></font></strong></p><p>Lighthouse is an open-source tool that analyzes web apps and web pages, collecting modern performance metrics and insights on developer best practices. you can find the repo <a href="https://github.com/GoogleChrome/lighthouse">here</a>.</p><p>It mentioned in its document that you can run the report automatically with Node CLI.&nbsp; Great start!&nbsp; Yet,&nbsp; I can run it on my machine, but how I share the reports with other people i.e. business as well as integrating with powerBI for reporting purpose?</p><p><br></p><p>After googling around, I didn’t find anything useful. so I decided to come up with my own solution.&nbsp; </p><p><br></p><p><strong><font color="#ff0000"><u>Proposed solution</u></font></strong></p><p>Boom! here is the proposed solution. </p><p>Building the report on azure build agent, and publishing the report into blob storage. Simple right?!&nbsp; With this approach, there is no dedicated node server required. In addition, storing report in blob can be simply shared with stakeholders and integrated with PowerBI.&nbsp; </p><p>Brilliant, the completed architectural diagram as shown below. it’s a small implementation, but it still follows Well-Architected framework.&nbsp; </p><p><br></p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/7b2eedbd-bdef-476b-a1c1-ff4d498f32e5.png"><img width="730" height="324" title="image" style="margin: 0px; display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/ad73c62b-ef9b-4991-b2f1-eb11341af1b9.png" border="0"></a></p><p><p><strong><br></strong></p><strong>Operationally Excellence</strong></p><p>To trigger generating the reports via Azure devOps allows me to setup a scheduled pipeline.&nbsp; it provides insight about when pipeline is being triggered and sent notification if it fails.&nbsp; with code as infrastructure mindset, all code are managed in Azure git and deployed via CI/CD pipeline.</p><p><br></p><p><strong>Security</strong> </p><p>Integrating with Azure AD for authentication, and using RBAC for segregating duties within the team for performing the jobs i.e. update pipeline, setup scheduling.</p><p><br></p><p><strong>Reliability</strong></p><p>Microsoft guarantee at least 99.9% availability for Azure devOps service and using self-hosted agent as failover plan for high availability. </p><p><br></p><p><strong>Performance Efficiency</strong></p><p>A single blob supports up to 500 requests per second. Since there will not have massively requests for my project, so I’m not worry about the performance at all.&nbsp; Yet, if you want to tuning the performance for your project, you can always use CDN (content delivery network) to distribute operations on the blob. or you can even use block storage account, which provides a higher request rate, or IOPS.</p><p><br></p><p><b>Cost Optimization</b></p><p>Comparing with VM solution, I believe this solution deliver at scale with the lowest price. Storage only costs AUD $0.31 per GB. </p><p><br></p><p>Hopefully you like this solution or share your thoughts if you have better options. All comments/suggests are welcomed.</p>Thu, 21 Jul 2022 11:28:26 Z2022-07-21T11:28:26Zhttps://zhenyuan.azurewebsites.net/post/managed-identities-in-azurehttps://zhenyuan.azurewebsites.net/post/managed-identities-in-azureManaged Identities in Azure<p>The challenge in the past is that every time you are developing a new webapp or bot which requires authentication you will go through all the steps i.e. creating service principle, grant permissions, set credentials, store credentials on resources, rotate credentials, and etc..&nbsp;&nbsp; Now there is a better solution: <strong>Managed identities</strong> for Azure resources.</p><p><br></p><p>One of the examples where you can adopt the managed identities when you want to build an application using web application that accesses Azure blob storage without having to manage any credentials. </p><p><br></p><p><strong><font color="#ff0000">How to create</font></strong></p><p>Managed identities is using service principle under the hook. Once you created the user assigned identity in Azure portal the same way as you creating other Azure resources,&nbsp; you can now going to the target resources i..e blob storage and assign the permission i.e. contributor role to the user assigned identity you just created.&nbsp;&nbsp; Now, last step is to go to the Azure resource where you want to access the target blob storage, i.e. azure function, and in Identity blade, you can add the user assigned identity that you just have created.</p><p><br></p><p>Below is the example demonstrates authenticating the BlobClient from the Azure.Storage.Blobs client library using the DefaultAzureCredential with a user assigned managed identity configured.</p> <script src="https://gist.github.com/zqbe/2f5111ec5f9484678a74e0bb8fa7f733.js"></script><p>DefaultAzureCredential discovery mechanism allows you to run the code with your signed in account when you are using the code locally and automatically switching to use the user assigned identity when the code is deployed in azure. Please be noted that your local account will require to have the same permission as the user assigned identity in Azure.</p><p>Managed identities for Azure resources provide Azure services with an automatically managed identity in Azure Active Directory. Using a managed identity, you can authenticate to any service that supports Azure AD authentication without managing credentials. You can find the list of available services <a href="https://docs.microsoft.com/en-us/azure/active-directory/managed-identities-azure-resources/managed-identities-status">here</a>.</p>Tue, 21 Jun 2022 07:43:22 Z2022-06-21T07:43:22Zhttps://zhenyuan.azurewebsites.net/post/sitecore-9.3-marketing-automationhttps://zhenyuan.azurewebsites.net/post/sitecore-9.3-marketing-automationSitecore 9.3 Marketing Automation–Custom API<p><a href="http://zhenyuan.azurewebsites.net/posts/files/19c4d0ae-dec6-41e2-a43f-adfb0e7a0aa7.png"><img title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/2acb6323-17da-4d2d-bcaa-7dee52c9f9db.png" border="0"></a></p><p align="justify">Sitecore marketing automation provides a way to create automated online campaigns in Sitecore. A marketing automation campaign is a plan that allows you to determine how to interact with contacts based on their interaction behavior with the website.&nbsp; </p><p align="justify">The marketing automation is powerful, yet there are some challenges as stated below when you want to leverage for supporting the business.&nbsp;&nbsp; This article is to share my experience how to extend Sitecore marketing automation to fit your business goals and overcome these challenges.&nbsp;&nbsp;&nbsp; </p><p align="justify"><br></p><h2 align="justify">Challenges</h2><p align="justify"><strong>Only support MVC applications, unless you purchase JSS license</strong> </p><p align="justify">With the out-of-box Sitecore marketing automation, it supports MVC application natively. However, you may want to leverage marketing automation with your single page app (SPAs)i.e. ReactJS, Angular applications etc. via APIs.</p><p align="justify"><br></p><p align="justify"><strong>Tracking specific user behaviours</strong> </p><p align="justify">In addition, the out-of-the-box supports events like page view events , what if you want to track specific user actions i.e. tracking whom make quote on your website.</p><p align="justify"><br></p><h2 align="justify">Business requirements </h2><p align="justify">Before discussing the solution, let’s have a look what business wants to achieve. </p><p align="justify"><font color="#4f81bd"><em>One day morning, business came to me and ask if there is anyway we can get our customers more engaged than ever before? like sending them a reminder when they made a quote on our website.</em></font></p><p align="justify"><p align="justify"><em><font color="#4f81bd"><br></font></em></p><h2 align="justify">Technical requirements</h2><p align="justify">Engagement plan</p><p align="justify">Based on the business requirements, the first thing on top of my head is Sitecore marketing automation engagement plan. Someone makes a quote can be a goal that a user achieved on the website. Once they triggered a goal, we can send them a reminder email.&nbsp; Obviously, we need another goal when a user finalized the quote, as we don’t want to keep sending them reminders.&nbsp; </p><p align="justify"><br></p><h3 align="justify">Sitecore Services API</h3><p align="justify">We have engagement plan, now how are we going to trigger a goal? our site is not MVC application, it’s a single page application.&nbsp; Thus, tracking is not natively enabled. You can use MVC controller, however, why I decided to implement Sitecore services API is because that it has dependency injection enabled, and security enforced.&nbsp;&nbsp; </p><p align="justify"><br></p><h3 align="justify">EXM email template and custom token</h3><p align="justify">A company branded email template is required. What else? The ultimate goal of the reminder email is to encourage user to finalize the quote by purchasing the service.&nbsp; Adding a hyperlink i.e. “click here to complete your purchase” seems a good idea for increasing the conversion rate.&nbsp; Thus, we will need quote no. which will be a custom token. </p><p align="justify"><br></p><p align="justify"><h2 align="justify">Solution </h2><p align="justify">Cool, now we know what business wants to achieve and what’s required from technical point of view.&nbsp; </p><p align="justify"><br></p><h3 align="justify">1. Let’s start with creating <font color="#ff0000" style="font-weight: normal;">goals</font></h3><ul><li><div align="justify"><strong>Make a quote</strong>&nbsp; - when user make a quote on the website.</div></li><li><div align="justify"><strong>Complete a quote</strong> – when user completed the payment</div></li></ul><p align="justify"><br></p><p align="justify"><font size="5">2. I also created custom <font color="#ff0000">events</font> </font></p><p align="justify"><font size="4">This allows to store custom values i.e. quote Id which can be retrieved with custom token in EXM</font></p><ul><li><div align="justify"><strong><font size="4">Make quote event </font></strong></div></li><li><div align="justify"><font size="4"><strong>Complete quote event</strong></font></div></li></ul><p align="justify"><br></p><h3 align="justify">3. Next, design a user journey</h3><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/0656be2d-b9e3-4572-a42e-a187d310ce4c.png"><img width="730" height="1015" title="engagement plan" style="display: inline; background-image: none;" alt="engagement plan" src="http://zhenyuan.azurewebsites.net/posts/files/20e8b7ce-c55b-48a1-8c83-544f0c0984b2.png" border="0"></a></p><h3 align="justify"><br></h3><h3 align="justify">4. Creating Service APIs</h3><p align="justify">There are a few things you will need to consider</p><ul><li><div align="justify">Session</div></li><li><div align="justify">Authentication</div></li><li><div align="justify">Dependency Injection</div></li></ul><h4 align="justify"><br></h4><h4 align="justify"><font color="#4f81bd">Session</font></h4><p align="justify">Services API by default doesn’t support session. most likely you will get Analytics.Tracking is null error.&nbsp; Thus,&nbsp; you will need to add session handler to your router.</p><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/52c993fd-5021-4064-b7da-d504fdf31eca.png"><img width="501" height="180" title="image" style="margin: 0px; display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/b237bce8-026f-48fd-8a4e-f9523a5cc463.png" border="0"></a></p><p align="justify"><br></p><h4 align="justify"><font color="#4f81bd">Authentication</font></h4><p align="justify">The good news is you can leverage Sitecore built-in Services API authentication for your custom controller.&nbsp; you can find more details on how to authenticate your user <a href="https://doc.sitecore.com/xp/en/developers/93/sitecore-experience-manager/the-restful-api-for-the-itemservice.html">here</a>.&nbsp; I would suggest to create specific user for your application. </p><p align="justify"><br></p><h4 align="justify"><font color="#4f81bd">Dependency Injection</font></h4><p align="justify">Dependency injection allows you to loose coupling your code. Rather than instantiating objects directly in the code, often classes will declare their dependencies through constructor.&nbsp;&nbsp;&nbsp; Sitecore services API allows you configure your injection in configuration. you can find more details <a href="https://doc.sitecore.com/xp/en/developers/93/sitecore-experience-manager/dependency-injection.html">here</a>.</p><pre>&lt;configuration&gt; &lt;sitecore&gt; &lt;services&gt; &lt;register serviceType="IMyService, MyAbstraction.Assembly" implementationType="MyServiceImplementation, MyImplementation.Assembly" /&gt; &lt;register serviceType="MyServiceBase, MyAbstraction.Assembly" implementationType="MyServiceBaseImplementation, MyImplementation.Assembly" /&gt; &lt;/services&gt; &lt;/sitecore&gt; &lt;/configuration&gt;</pre><p align="justify"><font color="#4f81bd"><br></font></p><p align="justify"><font color="#4f81bd">Implement Triggering a goal</font></p><p align="justify">Cool, by now if you are following the above steps you should have your API up and running with authentication enabled.&nbsp; next is to create action for triggering the goal. </p><p align="justify"><br></p><h5 align="justify"><font color="#4f81bd">Identify contact</font></h5><p align="justify">In my case, I need to identify the contact and update their information. IdentifyAs is the method I’m using. This basically tells sitecore that If it doesn’t exist then creating a new contact, otherwise makes it as known contact. </p><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/93f1bd95-9ada-451e-a50d-56572c20b66d.png"><img width="565" height="36" title="image" style="margin: 0px; display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/7fbc1068-6672-4aee-8e03-57520863b626.png" border="0"></a></p><p align="justify"><br></p><h5 align="justify"><font color="#4f81bd">update contact</font></h5><p align="justify">After contact is created, next is to update the contact details i.e. addressList, </p><p align="justify">For updating contact, I’m using xConnect Client API.&nbsp; Sitecore xConnect client API allows trusted clients to create, read, update, and search contacts and interactions over HTTPs.&nbsp; you can find more details <a href="https://doc.sitecore.com/xp/en/developers/93/sitecore-experience-platform/xconnect-client-api-overview.html">here</a>.</p><p align="justify"><br></p><p align="justify">Don’t forget to extend the facets you want to update, as by default, sitecore doesn’t return most of the facets. Here is an example of extending facets.</p><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/212b35a9-b979-45a6-b37e-1adf3bf0886f.png"><img width="567" height="220" title="image" style="margin: 0px; display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/11735a66-2ebb-4c31-b24e-40d27f354a4c.png" border="0"></a></p><p align="justify"><br></p><h5 align="justify"><font color="#4f81bd">triggering goal</font></h5><p align="justify">It is a bit misleading about triggering a goal in Sitecore documentation. It states to register a goal for triggering it. Unfortunately, it won’t work with API, as it doesn’t have page context.</p><pre>var goalId = Guid.NewGuid(); // ID of goal var goalDefinition = Sitecore.Analytics.Tracker.MarketingDefinitions.Goals[goalId]; Sitecore.Analytics.Tracker.Current.CurrentPage.RegisterGoal(goalDefinition);</pre><p align="justify">Instead, I’ll still need to use xConnect Client API. Goal is specific type of an interaction. so you can add an interaction with a type of xConnect Goal</p><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/ca1ad352-8e3c-48a6-94c6-dc2031c40577.png"><img width="730" height="74" title="image" style="margin: 0px; display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/71076573-9fc4-405f-8d34-890808d6561a.png" border="0"></a></p><p align="justify">Once you added the goal, you are able to validate in the experience profile as shown below.</p><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/cfae5693-12a3-41ad-bf24-86f3590084b2.png"><img width="730" height="265" title="image" style="margin: 0px; display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/97ce5fae-6c6b-4a9a-ba8c-a922f7d02259.png" border="0"></a></p><p align="justify"><br></p><p align="justify">Awesome, by now we have our goal triggered. we can start configure our engagement plan.&nbsp; based on the business requirements,&nbsp; I have created 3 reminders as shown below.&nbsp; </p><p align="justify">When users trigger “make a quote” goal, they will be engaged into the campaign, during the period, if they never complete their purchase, 3 reminders will be sent to them.</p><p align="justify"><br></p><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/0ceac4ec-c5e0-4eaf-8bae-16cca37705cd.png"><img width="663" height="795" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/db75303b-dba1-4bd8-98a0-7d519b24d12d.png" border="0"></a></p><p align="justify">Here is my testing results:</p><p align="justify">I triggered two goals with different quote Id. Since I never completed the purchase, I have received 3 reminders for each of the quote.</p><p align="justify"><a href="http://zhenyuan.azurewebsites.net/posts/files/88a751b8-33ad-4850-8eae-9596f4c5b40b.png"><img width="611" height="168" title="image" style="margin: 0px; display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/d0cc9ebb-12e2-42e9-92ee-381b23a7de51.png" border="0"></a></p><p align="justify"><br></p><h2 align="justify">Summary</h2><p align="justify">Hooray!&nbsp; Now, the custom API extends Sitecore tracking capabilities to our SPAs and mobile apps.&nbsp; As you can seen that Sky is the limit for using Sitecore Marketing Automation to achieve your business goals.&nbsp;&nbsp; I hope you enjoyed this article.</p>Mon, 14 Mar 2022 11:08:33 Z2022-03-14T11:08:33Zhttps://zhenyuan.azurewebsites.net/post/issues-in-exercise–create-an-nva-and-virtual-machineshttps://zhenyuan.azurewebsites.net/post/issues-in-exercise%E2%80%93create-an-nva-and-virtual-machinesIssues in Exercise–Create an NVA and virtual machines<p>If you are learning <a href="https://docs.microsoft.com/en-us/learn/modules/control-network-traffic-flow-with-routes/5-exercise-create-nva-vm">AZ-303</a>, and changes are you will encounter the same error when following the Exercise – Create an NVA and virtual machines (unit 5-7) by the time i’m writing this document (11/07/2021). </p><p><br></p><p>I have reported this issue with the Exercise, but it might not be fixed anytime soon.&nbsp; so just in case you need help with completing your Exercise. I tried to document the issue in Exercise, and the solution how you can resolve them.</p><p>&nbsp;<a href="http://zhenyuan.azurewebsites.net/posts/files/a836e0f3-4839-43b0-8582-4dd7b576de59.png"><img width="632" height="143" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/7e1aa897-def8-49d0-8b85-d2b1abdd65fd.png" border="0"></a></p><h2><font color="#ff0000"><u>What’s the issue</u></font></h2><p>The requirement is to create vnent with 3 subnets </p><ul><li>10.0.0.0/24</li><li>10.0.1.0/24</li><li>10.0.2.0/24</li></ul><p><a href="http://zhenyuan.azurewebsites.net/posts/files/b6fca4b6-b829-4036-be00-f0891b466fc0.png"><img width="519" height="330" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/64a8beab-fe3d-4e93-a96b-651e1a6d763c.png" border="0"></a></p><p><br></p><p>in Unit 5 of 7 , it provides the code as below for creating the 1st VM in subnet dmzsubnet.&nbsp; The problem with the below command is it doesn’t specify the subnet address prefix, therefor by default, it will be 10.0.0.24.&nbsp; You won’t yet get any error at this stage, as it’s the first subnet. Although it’s already not matching the design.</p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/bd6d975d-67e8-4791-ac43-d424728c1879.png"><img width="524" height="156" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/45e3d190-b2cf-4814-a59c-dfee4a66f54e.png" border="0"></a></p><p>You will then get an error when you are following the Exercise along the way in Unit 6 of 7 with below code.&nbsp; you can’t create subnet with conflict address. </p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/3decb971-f5fa-4486-afb2-4bc2e29d3d42.png"><img width="540" height="187" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/077ebef9-b366-4bca-ba9c-1d05181263d9.png" border="0"></a></p><h2><font color="#ff0000"><u>What’s the Solution</u></font></h2><p>Adding&nbsp; “--subnet-address-prefix” when you create VMs. There are more optional parameters for creating VM you can find <a href="https://docs.microsoft.com/en-us/cli/azure/vm?view=azure-cli-latest#az_vm_create">here</a>.</p><p><p>here is the example code you can use </p><p>az vm create \<br>&nbsp;&nbsp;&nbsp;&nbsp; --resource-group learn-4bd2e66c-7759-446c-9a49-071b27237a7f \<br>&nbsp;&nbsp;&nbsp;&nbsp; --name public \<br>&nbsp;&nbsp;&nbsp;&nbsp; --vnet-name vnet \<br>&nbsp;&nbsp;&nbsp;&nbsp; --subnet publicsubnet \<br>&nbsp;&nbsp;&nbsp;&nbsp; --image UbuntuLTS \<br>&nbsp;&nbsp;&nbsp;&nbsp; --admin-username azureuser \<br>&nbsp;&nbsp;&nbsp;&nbsp; --no-wait \<br>&nbsp;&nbsp;&nbsp;&nbsp; --custom-data cloud-init.txt \<br>&nbsp; <font style="background-color: rgb(255, 255, 0);">&nbsp;&nbsp; --subnet-address-prefix 10.0.2.0/24 \</font><br>&nbsp;&nbsp;&nbsp;&nbsp; --admin-password &lt;changeme123&gt;</p><p><u><font color="#ff0000"><br></font></u></p>Sun, 11 Jul 2021 06:09:00 Z2021-07-11T06:09:00Zhttps://zhenyuan.azurewebsites.net/post/install-sitecore-9.3-with-sitecore-install-assistant(sia)https://zhenyuan.azurewebsites.net/post/install-sitecore-9.3-with-sitecore-install-assistant(sia)Install Sitecore 9.3 with Sitecore Install Assistant(SIA)<p><a href="http://zhenyuan.azurewebsites.net/posts/files/077e93c9-d9de-4be4-8f04-4efc44426793.png"><img title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/7db1e225-db06-4a94-99ef-b291b558233e.png" border="0"></a></p><p>Sitecore introduced new installation tool (SIA) for installing vanilla package. As part of this post, I will install the Sitecore new release 9.3 with SIA step by step.</p><p><strong>Step 1: download 9.3 package</strong> </p><p>download Sitecore 9.3 from here <a href="https://dev.sitecore.net/Downloads/Sitecore_Experience_Platform/93/Sitecore_Experience_Platform_93_Initial_Release.aspx">https://dev.sitecore.net/Downloads/Sitecore_Experience_Platform/93/Sitecore_Experience_Platform_93_Initial_Release.aspx</a></p><p><strong>Step 2:&nbsp; place Sitecore licence under the root installation folder</strong></p><p> i.e. C:\Installation\Sitecore 9.3.0 rev. 003498 (Setup XP0 Developer Workstation rev. 1.1.0-r105)</p><p><strong>Step 3:&nbsp; Update SIA installation configuration</strong>(setup.exe.config)</p><ul><li>SQL Server name <li>SQL Server username/Password<li>SOLR URL <li>SOLR root <li>Solr Serverice</li><li>Solr Port</li></ul><p>Please note the out-of-box configuration doesn’t not support zookeeper. if you are using Solr could with zookeeper, you will need to configure your own. </p><p><strong>Step 4:&nbsp; Install Sitecore</strong></p><ul><li>Install prerequisites</li></ul><p><a href="http://zhenyuan.azurewebsites.net/posts/files/36dfec8f-ea5b-4473-929b-4d00dd224472.png"><img title="1" style="display: inline; background-image: none;" alt="1" src="http://zhenyuan.azurewebsites.net/posts/files/b9cb2ef8-d5e5-461e-8705-feb780b80507.png" border="0"></a></p><ul><li>Install Solr</li></ul><p>I have multiple versions of Sitecore instances, so I changed the default port to <strong>8986</strong> </p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/66dfb53f-d413-4987-b2fe-8b1130b8973a.png"><img title="2" style="display: inline; background-image: none;" alt="2" src="http://zhenyuan.azurewebsites.net/posts/files/27328c2e-bac5-477c-a3c2-0088a1540602.png" border="0"></a></p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/d4680080-89e2-4e30-a797-73ed13cd2abf.png"><img title="3" style="display: inline; background-image: none;" alt="3" src="http://zhenyuan.azurewebsites.net/posts/files/e137c2a8-29ad-4ac5-be74-ce9e676897cc.png" border="0"></a></p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/34815fa5-52df-45f6-8697-1a9ee866e8b1.png"><img title="4" style="display: inline; background-image: none;" alt="4" src="http://zhenyuan.azurewebsites.net/posts/files/77bd23d9-2715-483f-8e0f-0bd737c7e82f.png" border="0"></a></p><ul><li>Install Sitecore and database</li></ul><p><a href="http://zhenyuan.azurewebsites.net/posts/files/f80b58b2-9db2-4073-9efb-3fb68cd437b2.png"><img title="5" style="display: inline; background-image: none;" alt="5" src="http://zhenyuan.azurewebsites.net/posts/files/704a96a5-f357-4ddb-aac9-86d07f566f23.png" border="0"></a></p><p>Once it completed, you should see the success message.</p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/dfff842b-94b1-41b8-824f-e04035b4dd3b.png"><img title="9" style="display: inline; background-image: none;" alt="9" src="http://zhenyuan.azurewebsites.net/posts/files/bec336c5-b560-4d1d-8b03-f7e44d40d44f.png" border="0"></a></p>Wed, 04 Dec 2019 05:59:54 Z2019-12-04T05:59:54Zhttps://zhenyuan.azurewebsites.net/post/boosting-your-website-built-with-custom-jss-libraryhttps://zhenyuan.azurewebsites.net/post/boosting-your-website-built-with-custom-jss-libraryBoosting your website built with custom JSS library<p><img src="data:image/png;base64,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"></p><p>More and more organizations are moving into Headless and Microservice architecture space.&nbsp; When talking about Headless, what’s the first thing on top of your head?&nbsp; Yes, that’s right! Single page application (<strong>SPA</strong>).&nbsp; The most popular front-end frameworks for a SPA are ReactJS, Angular and Vue etc.&nbsp; Sitecore saw the trends and introduced JSS when <strong>Sitecore 9</strong> is released.&nbsp; In this article , I’m going to show you how to leverage JSS to build you organization components library that can be reused crossing all projects.</p><p><strong><font color="#ff0000"><u>What’s JSS</u></font></strong></p><p><strong>Sitecore JavaScript Services (JSS)</strong> is a complete SDK for JavaScript developers that enables you to build full-fledged solutions using Sitecore and modern JavaScript UI libraries and frameworks.&nbsp; Use your favourite JavaScript framework. <a href="https://jss.sitecore.com/docs/getting-started/quick-start">Here</a> is the JSS official documentation, if you want to know more.</p><p><strong><font color="#ff0000"><u>Get Started</u></font></strong></p><p>In order to build a JSS component library that can be reused by other teams, you will need to create npm module. If you don’t know what’s npm module, please read the official document <a href="https://docs.npmjs.com/getting-started/">here</a>. </p><p>The sample component I’m going to build contains an Image, title and description as shown below</p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/5732b53a-fb70-4d4c-becc-d6f1795b4329.png"><img width="415" height="249" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/7dd87a37-bb0f-4997-b322-ace63f510c36.png" border="0"></a></p><p><strong><font color="#0080ff">Create component library</font></strong></p><p>Here is the code example of the sample <strong>component1</strong>.</p><script src="https://gist.github.com/walleyuan/b517c5df7da38bdabf811dc1edc509c1.js"></script><p>The <strong>component1</strong>inherits from JSS components Text, Image, RichText. </p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/85b6f38e-2f30-4533-9b37-8d188b010aa3.png"><img width="503" height="30" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/29c85c6f-cc80-44a7-b95a-73b5aba24cb1.png" border="0"></a></p><p>To make it simple here, I didn’t customize the styling. In my next JSS post will show you how to create theme. </p><p>Once you complete the <strong>component1</strong>, you can publish into <a href="https://www.npmjs.com">npm</a>. </p><p>Follow the below steps for publishing the npm module</p><ul><li>create package.json in which you will need to add devDependencies and peerDependencies. </li><li>installing babel and config the babel.config.js</li><pre><code>npm install --save-dev @babel/core @babel/cli @babel/preset-env @babel/preset-react</code></pre><li>Last is to include dist folder</li><pre><code>"files": [ "dist/*" ],</code></pre></ul><p>Now, you library is ready to be used for your projects. </p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/cc03602d-e6d1-4660-b846-6c1fc0c3e74d.png"><img width="511" height="264" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/fe5516e1-0a5b-4632-8e32-e1fca4ef0745.png" border="0"></a></p><p>Next step I’m going to show you how to use the library in the project.</p><p><strong><font color="#0080ff">Using the component library</font></strong></p><p>Install the library you just created in your project with the below commend.</p><p><font color="#666666">npm i qbe-jss-library</font></p><p>Once it is installed, the component can be used either in a page directly or be used to create a custom variation.&nbsp; Lets say you want to add a &lt;h2&gt; on top of the sample <strong>component1 </strong>component.&nbsp; </p><script src="https://gist.github.com/walleyuan/d3e4b58aac1a1cba95206e13d330b752.js"></script><p>Noticed instead of importing JSS library. I’m importing the custom library i.e. qbe-jss-library, and passing the value to the <strong>component1</strong> . </p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/68abd1d2-3ef1-4f88-a186-9b2b9858a81c.png"><img width="413" height="115" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/b20ff52a-8a1f-41f5-943c-3b4b04fcbb79.png" border="0"></a></p><p>Done!&nbsp; </p><p><font color="#666666">run mpn start</font></p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/1e3ee7cc-8de8-40f7-b889-4a15ba51bd61.png"><img width="457" height="451" title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/dc4cf3f4-0202-4e9f-96c7-51ebe9f0770f.png" border="0"></a></p><p>As you can see here,&nbsp; the custom library can be easily imported into project and reused by different team. The benefits are obvious </p><ul><li>High Reusability</li><li>High maintainability</li><li>High Consistency</li></ul><p>Hope you enjoyed reading my article. Please feel free to leave your message, if you have any questions.</p>Mon, 09 Sep 2019 12:05:10 Z2019-09-09T12:05:10Zhttps://zhenyuan.azurewebsites.net/post/sitecore-azure-ad-b2c-ssohttps://zhenyuan.azurewebsites.net/post/sitecore-azure-ad-b2c-ssoSitecore Azure AD B2C SSO<p><img width="437" height="309" 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"></p><p>Recently I’ve been working on Azure AD B2C SSO. The business requirement is to improve the user experience by personalizing the UI based on user roles.&nbsp; Personalization will be easily implement in Sitecore with virtual user roles. </p><p><img 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"></p><p><br></p><p>One of the challenge with the above user journey we had was that the roles are not included in the claims by default with Azure B2C basic policy.&nbsp; </p><p>So I had a discussion with the team (Simon and Ivan), and come up with two potential solutions:</p><p>- Using Azure Identity Experience Framework (custom policy) to include roles</p><p>- Using Microsoft Graph API for retrieving user roles</p><p>Based on the discussion, I did the POC for option 2.&nbsp; So, I’m going to walk you through how to I achieved. </p><p><br></p><h2>Terminologies </h2><p>Before diving into details, here are the terminologies that will be used in the below article:</p><p><strong><font color="#ff0000"><u>Azure AD B2C</u></font></strong></p><p>Azure Active Directory (Azure AD) B2C is a cloud identity management service that enables your applications to authenticate your customers. This white-label service is customizable, scalable, and reliable, and can be used on iOS, Android, and .NET, or any other platform</p><p><br></p><p><strong><font color="#ff0000"><u>OpenID Connector</u></font></strong></p><p>OpenID Connect is a simple identity layer built on top of the OAuth 2.0 protocol. OAuth 2.0 defines mechanisms to obtain and use access tokens to access protected resources, but they do not define standard methods to provide identity information. OpenID Connect implements authentication as an extension to the OAuth 2.0 authorization process. It provides information about the end user in the form of an id_token that verifies the identity of the user and provides basic profile information about the user.</p><p><br></p><p><strong><font color="#ff0000"><u>Microsoft Graph API</u></font></strong></p><p>Microsoft Graph is a RESTful web API that enables you to access Microsoft Cloud service resources. After you register your app and get authentication tokens for a user or service, you can make requests to the Microsoft Graph API.</p><p><br></p><h2>Solution (options 2)</h2><p>As mentioned above, option 2 is to make a call with MS Graph API for retrieving group membership information. So we updated the user follow by introducing step 7 and step 8 (shown in the below diagram.)</p> <p><br></p><p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAyAAAAI1CAYAAAAuHJ70AAAgAElEQVR4XuydB3RU1fbGv2TSJyGEhAAJIdTQSyiK6KOIFaUq2JBiFwtgwfJ8T2xPQX2APn3+nwVQREXpFhSkSVF6h9BDQuik92Tmv/aFm0xCkrlTM+U7a80aZu45++z9Ozd6vzlnn+MDAEaj0SjvLCRAAiRAAiRAAiRAAiRAAiTgKAI+UihAHIWXdkmABEiABEiABEiABEiABEwJUIDwfiABEiABEiABEiABEiABEnAaAQoQp6FmRyRAAiRAAiRAAiRAAiRAAhQgvAdIgARIgARIgARIgARIgAScRoACxGmo2REJkAAJkAAJkAAJkAAJkAAFCO8BEiABEiABEiABEiABEiABpxGgAHEaanZEAiRAAiRAAiRAAiRAAiRAAcJ7gARIgARIgARIgARIgARIwGkEKECchpodkQAJkAAJkAAJkAAJkAAJUIDwHiABEiABEiABEiABEiABEnAaAQoQp6FmRyRAAiRAAiRAAiRAAiRAAhQgvAdIgARIgARIgARIgARIgAScRoACxGmo2REJkAAJkAAJkAAJkAAJkAAFCO8BEiABEiABEvByAqP35uPD1oGo4+fr5SQYPgmQgDMIUIA4gzL7IAESIAESIAEXJbDiYgkG7MpHU38fbO+ph17n46Ke0i0SIAFPIUAB4ikjyThIgARIgARIwEICe3MM6LstF+dLLzUcHuWH7zoEwceHIsRClKxOAiRgAQEKEAtgsSoJkAAJkAAJeAqB/FIjem7Jw648Q4WQXo8PwD+aB3pKmIyDBEjABQlQgLjgoNAlEiABEiABEnAkAZnwuGpTLrblVhQfap/LOgXj5kg/R7pA2yRAAl5MgALEiwefoZMACZAACXgfAaPRiOu35GNNTimM1YQf4gukXhuKCD8uxfK+O4QRk4DjCVCAOJ6xx/ZQXGzA7gPnERToh8aNQlEnLMBjY2Vgrk0gNbMEKZnFCA/yRZO6/ggN4E4+rj1i9K62CBiNwNvJhfj7sSKzLtT388Geq0MQzb8ns6xYgQRIwDICFCCW8fL62n9tO41lq47jt9XJ2LrrLAqLLmcuAujSvj6GD2yFm/s1RbdO0V7PigDsT2DP6UJsPlmATSn52HmqUBEdIj4ql4hgnSJE4sL9lFfnRoEYmRgOPR+k7D8otOhWBJacK8HQPfmoeuHVlaEk6n2xPDEEkf6cCXGrgaazJODiBChAXHyAXMW9H5cfw//m7MbS345qcumRkR0xbkwndG5fX1N9ViKB6ghsSM7HzK0Z+O1QHk5kFNsEamy3cNzVuQ5ubqW3yQ4bk4A7Etifa0DXzbkoqG7dVTVBPdjAD//XNgg67ozljsNOn0nAJQlQgLjksLiWU9P/tx0TX11jsVNR9YLx/ae3oW+vxha3ZQMS+O1QLmZuzcS3O7PsDqNddCCGtg/F0PZh6BYbZHf7NEgCrkag0AC0+TMHxwstVB+XA3k2LgDvtgjg9ryuNrD0hwTclAAFiJsOnLPc/mZhEu4d94tN3W1edg+6d25gkw029h4CfxzPw3trL2LJ/pwag+7UMFBZZlU3WIe6Qb7Ke0GxAZkF8ipV3veeLaxyiZap4Ueuqgt5UYh4zz3mbZGWGIzoviUPO6vZ8UoLDx2Ab9oFYXgDfy3VWYcESIAEaiRAAcIbpFoCBw6n44bh83HydM0PgloQ/vjVYNx2QzMtVVnHSwmkZZXgvT8uYtq6i1USaFbPH/2ahyivG1vp0SBU2xahO04VYvmhXCw/nKu8V1cm9a6HKbcyd8lLbz+PDbvECAzflYdFF8vz9awNVu8DHO6lR0PmUlmLkO1IgAQuE6AA4a1QLYFhD/yIhb8ctguh6KgQ/PnT3WjWpI5d7NGIZxH4aGO6Ij6Op9ec4yE5HF/c2cjq4EWMzNySgVlbM5Ela1IqlWHtw/DBoAaIraNN3FjtCBuSgDMIGIG3kgvxytEiwE455DojkHxtKGID7WTQGRzYBwmQgMsRoABxuSFxDYdWb0hFvzt+sKsz4x9OxPTX+9jVJo25P4HXfj+PySvOXxFI43A/vHNLNNYczcOnmzPKrk+4th6m3W7bTMXRi8VKYvuM9enIriREOjUKwozbo9G3eYj7w2UEXktAttv9Iq0YDyUV2E18qDAb+vkg6Ro96vCMEK+9vxg4CdhKgALEVoIe2v6hZ1fg87l77B5d0vrRSGgeYXe7NOieBKoTHw92D8fUAdGoF6zDoQtFGPH1ScjshVr+2T8Kr90QZXPQsp3vy7+ew+9H8irYCvb3wc9j4ihCbCZMA7VFIKXAgPj1OTD6OmamYmg9HRZ0pkivrfFlvyTg7gQoQNx9BB3kf1zXz5B6yvbcj8ruvffq3/DsY90c5DXNuhOBqsSHzD784/pI3NkhrEIo3+3Kwt3fpFX47v3bovHMdfXsErKIkLdXX7jC1h+PxuO6psF26YNGSMCZBCL/yMFFSQCpoYg0GRHlh2fjAxCmg3IqenYp8NSBAmzOMcBoRrs8H+uPKa0CuTOWMweWfZGAhxCgAPGQgbRnGAePpqP1tbPtabLMlmzJu2r+nQ6xTaPuQ6Aq8TGkXRj+M7j6/IsXfjmLqWsrJqjPGt4Io7uG1xi4nB2yKaUAm1LzsTm1ABn5BmQUlJa9x9TxQ6MwP8j7ofNFOHCu4gnRax5pgt7N+Euv+9xd3u1pbqkRnf/KxREz2+36w4hViXpcW1f2t6pYZPnWT+eLMWRPAWpKXZeWn7YOwtgY7ozl3XcdoycBywlQgFjOzONbOCL/Q4UWER6Iiwce93iGDLB6AnK2xwM/nKpQQWtex+2zU/HTgfKZOX+dDxaOjMVtbUIr2DuVXYL/bcrAD7uzsedM+dIta8dl8ajGGNS2Yh/W2mI7EnAUgUKDEYN35eHX9JrPOa/rCxy7NhR1zeRw7MkpRY8teTUeXBjkA2zurkeHUF9HhUW7JEACHkiAAsQDB9XWkBwpQMS3E1sfRFxMxSU2tvrM9u5B4M8T+bhlZopyRoda6ut1OPtKK00ByC5Zg75Mxe7T5aIiMkSHH0c3Rs8mwRDh8cH6dLyz5srlVJo6qKZSlF6HdY/Go3X9AFvMsC0JOIyALJ968XAhpqZUnMGrqsOv2wbh3obaZi36bsvFmsyaBQ0MwJFeejQPpghx2ADTMAl4GAEKEA8bUHuE42gBIkuweDq6PUbKvWyI6BDxISLEtHSNDcLWJ5tqDmb10TwM+Sq1gohpGRmgLKFae6xiMrlmo5crStJ7q6gASBK6iB3TbYEf6B6Oz++wfgtgS31hfRKwhMDrRwvxWnKRaIEaS4APkNcnDDqNuenFRiBkdTZKzNiN8AFO9Q5FoIOS3i1hwbokQAKuT4ACxPXHyOkeOjIHRIKhAHH6kLpEh7LsSpZfqSUxJgjb0wqUnaZWPdzEIh/lHI+xlZZxWWQAQJ1AX1wTH4z+LUKUHA8RHiJA1PLFlkw8OL/iUjEuxbKUMus7g8DScyW4Z28+cmvOOVdcuSlch1+7as9pMhqNaPNXHg7mm5M2wA11dVieqN22M9iwDxIgAdckQAHimuNSq15l5xShTquPHeYDBYjD0Lqs4aryPkR4yGyGNQJEAq1uC9+aIMRH+EMOM+wZF4wbWunN/go85KuTWLwvu8zktfHBWPdYvMtypmPeR+BisRGtN+bgvMaDzu+O9MM3nSzY2c0IdNmci5255gWIbKP1XKw/3m0d5H0DwYhJgAQsIkABYhEu76nca+B32Lil4q+/9oo+/cDjqBseaC9ztOMGBG78PAUrDueWeSoiQJ0NsUaATPjxLGasr7gjVk0YusUGYUTHMMgyqii99lPO1yfn47pPkiuYnnJLfUzqE+kG1OmipxNILzYibkMOtGgDlUV3vS82X6XXjMYII5puyMUJM7tqqQZlZdeSjsG4LcrPXoeva/aVFUmABNyHAAWI+4yVUz394pu9ePCZ5Xbvs0v7+ti+4j6726VB1yUgh/zd8NmJMgcbhunwzd2x6Pfppe9kJ6vc1xKUdy2l13+TsbFSHkl17W5upcewDmEYmVgHIf7WJci+sOwcppoktbeo54/Dz7fQ4irrkIDDCJQYjbhuSx7+ytEwM2Hihcjv89fpEa7x7yGt0IjYdTmABX8+Ohix92o9WodcucWvw4DQMAmQgFsRoABxq+FynrPnL+aj201zceJk+fITe/Q++bmeePXZnvYwRRtuQuDB+afxxZaMMm8/GNgAHRsGlgkQufD7Q01wfYua147nFxsQ8s+DmqOWc0UW3h+ruX51Fc/nluC6T04g6Xz57kLMBbEZKw3YQEBSPR5PKsD/pRVbZWVgPT8s6Wx+GVapEUjcnIvdlkyxXPZIDjbc2j0ErShCrBojNiIBTydAAeLpI2xDfP/31W48Nul3GyxUbBrTMBRblt2DRg20T//brXMaqhUChy4Uo9P0YygoufQrbYNQHZKebaEkn6szIPL95Bui8Gr/qGp9TMsqQezbh83GID/qFpv8ICzLu34e0xjBGn/tra4DWe4ly77U8lCPcHw6jDtimR0QVrA7AUkKf+NYEV5NNr/dbnWdv9M0AC8007YM9kieAdduzcUZc9tgVdFZm2AfbOimR4S/ttlNu8OiQRIgAZclQAHiskPjGo4NGbsUi5cdsYsz773aG88+1tUutmjEPQhUThRXH9xTMovR5J3y+6prTBC2PlX1VrxykGDH6cfMBvx873ro1SQYTy45i5NZ5b8My25bKx6MQz0bfondd7YI7acdLfOhYagOp/6u7ewSs46zAgloJCAzH0vOleDOvfko0bDjVWWzsopqavMAPBtvXnzI7Ie6KlL6HL43H0VW9HlzhA4/dw6Grw9FiMZhZjUS8AoCFCBeMczWB3nqTC6a9vgCRcUat1ippqv+f2uCFfOGWe8IW7olgYGzU/GjycnlS0Y1xsDLJ4rXe/0g0k229pTDCOVQQtMi53r0+V95/khVEOoG+WLa7Q0wplu4cnlDcj6eWHwGO04VlFVvFuGv7F4lZ4VYW679JFmxrRYRNf1bcjbPWp5sZzmBw3kGdN6UizwrhIA/jPiqXTDualB+AOGRfAMO5BqUhHG15JYaMfloEWSm5b2ES7tZyb9npxXjgYOFstGVxeX+aD/Mbh/MpHSLybEBCXguAQoQzx1bu0W2fnMarhs0z2p7cujgF9NuQrMmday2wYbuR6DUYETUG4eRUXBJvMrD/8mXWpYFIkuwZBtetXw0uCHqBfsqh/8Vys+vsjRrxfkaA+/cKBCfDGmonIJuWo5cKMbji05jucnOWzIDsmlcU7SI1HYCdOWOK8/mPPe3enh3QLT7DQw9dksCuSVG1FmTDYMVB/3pjEZs6aFH5zBdBRHgtzobMBiRdl0oogMuZZm3/TMHB/Iv/f1t7BqCnuHlPwo8d6gA76dakXdiBLZ1D0FiHSalu+XNR6dJwAEEKEAcANUTTZ49n4eHn1uBJb+WL0PREufYu9vhw7f6QR9i3UOflj5YxzUJ/JWSj54fl29hKzMfMgOilo//zMATi09b7fx1TYPx5YgYyOxGVSW/2IiH5p/C3J1ZZZd1vj7Y8XRTdGhgfglKZZuVl2Hd1EqPXx+Is9p/NiQBrQQMchbHphzstmLqI8gH2Nxdj/ahvmXiY0N6CXrvyIf8NOADI/ZcFYp2+ksCxOf37LIdr/yMwJ6espvVpWuFBiM6/5mLJI1b8laIzwjsuEqPzqEWbKelFRDrkQAJuB0BChC3G7Ladfh/c3bjf1/txtZd5Qm5VXl0VWJDPPd4NwwfyHXytTtitdf79HUXMfGn8vukcqL5udxSRL95yCoHB7QOxezhjRBVaclWVcYm/ngW0yudGbLpiXj0aGx+F6DK9jpMP4a9ZwqVryWh/jTzQKwaPzayjMD9e/MxR7LALUyjqOfng187B6O7yczDzJPFePhggSI+FMFRgwCR66G+RmztoUeCSQ5Vuz9zsP/yLIklkYT5AH/1CEFbDX+3lthlXRIgAfcjQAHifmPmEh6LANm66wwOHLqI1FM5yMouQuOYUMTFhOH2G5ujWycuTXGJgapFJ4Z+dRKLTE4RXzq6MW5vE1rBo8rLsLS4K7kesuwq0E/709jUtRfxwi8VRfOaR5ogr9iA2duylGTbVlEBkFmNayot5zL16daZKVh2sPxAxdN/b4kGodbnlWiJl3W8l4DkXow/VIgPZdmT9ttdAdYkwAdLOwWjk+yHezmP493kIrxwtKiCLXMCRNo2DfTBX931iA645ER2qRFtNuYirdjyjJDmgT7Y1EOPSO6M5b03NiMnAfnxQ8rl/zhZ/l8SIvQIApJoLjMbsttV0pF0ZbmUCInEjtEYeUcbSA4HCwlYSqCyuEh6tjkSogLKzCzYm4075py0yGzlPBJLGs/ZnoUHfkirsE1vVe2HdwzDvHurPj9k+Ncn8cOe8rNxZAmWiBYWEnAEgWUXSnDrznyLxUd9HyN2XhOKRoGXljsZjEbcv68Ac89euZeuFgEiNm4O1+GnxJCynbH25Zai2195KLBQGImt3mG+WN09BD6WqipHQKZNEiCBWiFAAVIr2F2n0++XHsKEf65B2umcap0adHNzTHykq81C5PEXViJU74/bbmhmsy3XIUhPqiNQWYAUv9UGfibLv2+fnYKfDpTPJmglufPppujU6NLuPJaWlUfyMGpeGk5m1XyoQXUiZOwPpzBra2ZZt5KELsnoLCRgbwLH8g1o9Wdu2VIprfZjfYED14Ui9PIeugYYceO2fKzKLK1yByutAkT6vyFch98SQyA/W8ovlgvOluDOPXnyU6ZW98rqXRPmi/Xd9NY0tbgvNiABEnA9AhQgrjcmTvPo41m78MRLKzX3N25MJzzzaDe0aHppu1Ot5Y+/TuLZyX9g847yhONpr/XBhEcStZpgPTckYCpAmtT1R/ILLSpEEfHaobIdsiwJz9yhheZs/XowF7fMTDFXDQtGxmJo+7AK9Z5ccgYfbUwv++6dW+rjhT6RZm2xAglYQkC2x+3+Vy4yzK1LkOsmz/796+qwqGMwQi8vTyw2GnHHrnwsvVj9NuqWCBBZzPVei0BMaHJpJtNoBGadKsYDSeVbXldQOTXoErH1f62D8GAMNyix5N5gXRLwFAIUIJ4ykhbG8d/ZuzDuRe3iQzVfPzIYzzzaFRMf7YrAAPNbKk79aAtembIBxabHU182NvfjW3HP0NYWes7q7kLAVIDIieSrHm5S5vqOtAIkfnjcqlBsFSCVt9Otzole8cFY/1h8hcsvLjuHKWsulH33n0EN8MQ1EVbFwUYkUBWB7BIj+m3Lw9ZcQ5WARFsMq+eH/pF+aK33QWqBEWsuliLDIOd8BCHw8ja9YueO3flYnlHzGU6WCBBVdazoEoL+9S7lPpUYjbhvTwF+Ty/BAw39MaC+PxoEACcLjVh0tgRfnilGdtWhKApmZZcQ9Ltsi3cECZCA9xCgAPGesS6LdPWGVPS74webIu/aMRo39Y3HzX3jq1xOtX5TGt7979YaT1FvGlcHq+bfCXln8TwCNc2AaD3dvCoqU26NxqTe1i97GjH3JL7fXZ7HUR35qvJNJv1yFu+uvVjWZOadjcoOQPS8EWREziYgx98M3pWPny7KWRtXTh/U9/fByi7B6BBa848/F4oMuHFHPrZXI2JM47JYgIhnRmBLjxB0vZzgLguyCgxAUBVnlJwsMKDv9nwclgpVFJlL2dYjBO3NxOTssWB/JEACjiVAAeJYvi5p/aa7FmD52ppPl7bE8YbRevTo0gCNovWIaaiHCBx5aSlj7mqHmdNv0lKVddyMQOUdo0xzQM7mlKLBW9ZtwTt/ZCyGVVoaZQmae79NwzcmZ4NU17byuSVS77ZZKfg5qTxv5fv7YnFnh4rLtKTexYsXsXPHDnRJTEREhH1mSLZs2YLmzZqhXiSXfFky3m5T12jE0J35WJRe9YxFAIzI7BNW5UO+aYxZJQbErc9DlhweoqFYI0DErGRhne8dCv3lXJOaurpYZED0+hyUVpN0Xt8PONErFEEabGkIiVVIgATcgAAFiBsMkj1d/M8XO/DU31fb06TNtkSAiBBh8SwClfMlKu+C1fPj4/grxWTtuMbw815vjWAbtvDUugSrqqVe3f5zHNtOlvv8y9g4BKdtwZpVqyBbpv5j8qv4cvaXuPrqq7B44SJ07tIF3bp3xyf//S9ycrIRGxuLJ556Cq+9Ohk52dno0LEDQkL02LZtG06mpuKdqVPQOC4OAwfchkFDBiM6Ohq//rIMrRIScNPNN6Ftu3bw8+O2vxpvFbepJrkU/06RLXILIbMgVZU3mgbglWbmD9DcmV2KLpslMVxb+NYKELHeMdgXu3pq2wXul/PFGLCroFq/rg71xZ89tNnSFhlrkQAJuDIBChBXHh07+ybb7V494BukpFW/45Wdu9Rkrme3Rtj4412a6rKS+xCYtu4injE5iLDyOSAyCyGzEZaUqmYlLGkvdeXsj+s+OYHtaebFz+B2ofhs2KUDD3OLDEh4/yjSTHbQ2vpkU2yY/z9lxmPcE08gqn59THvvfdx4803YuX0H+vW/HrNnzUKHDh1xff/rcUO/67Fq7RoMGTgIi35cihPJyVi1ciW6d++BFq1a4qlxT+Cuu+/G6dOncFXPnvjoww/x/rRp+HD6DHTq3Bm3Dbzd0nBZ3w0I/JFegj7b82GsTjQYgZPX6hFzeVvdmkLKKTUiZl1O9XkXlRrbIkBi/H2Qel2oJq0jAj1yXS7SS6qfmbkrQoevOwdDZ8WuWm4wzHSRBEjAhAAFiBfdDq+9/ycmv/enS0b8zX9vxd1DmJDukoNjpVNL9udg8JflS/HeuDEKr1wfVcHayO/S8PWOLM09NI3wx/8NbWjz2Rs5hQY8/8tZfPJXxhV9t4z0x9O96uHppWeUa/F1/fHZHQ0RHeqHxA+OQV3Zog/wRc5rCSguLkZWVhbuGDIUC5csxqzPv7gkQHbsQN9+/fDlrNmKuOh/ww1y8BL8/f3xyIMPYc43c5F04ABWrVyF6/v3R9NmTXH/vffh/lGjkJmZiauuvgrvTpmqzIro/PwQGhqKgIDyc1Q0Q2NFlyawJ6cUXbfkoaYz/WTOq7jflUv9qgqsxADEb8jRfEigLQKkV6gv1muctRAB0nRjLk4UVi9ARH992DIQ4+ICNIkalx5YOkcCJFAjAQoQL7lBZPaj+y3f1HjeR22iuKVfU/wyd0htusC+7Uxg75kidJh+tMzqnR3D8H2lA/7O5pSgwVuHLe5Ztr4VQeNv45rx1Ufz8P3uLKRllULEzU2tQnBr60untSedK8LEn87il6RLM4bv3lofz/9yrszXfs1DsPLhJli7eg1iGzfGooUL0KdvX+zftx/X/u06rF+3DjExMfD19VWExq233Ybw8HDo9Xo8/MCDePmVvyMqKgrLf1uOsLAwnDx5EgmtE6Dz1SE9PR1X9bwac+fMQY+rrlKWcgUFBSnihcVzCFyQ2bgt+ThQTYK2GqmvESi9XpsAESHTZEMuThdVt/VURX62CJBrQ32xTrMAAeI35iClBgEinvkYjfipUzBujeK97jl3OiMhgSsJUIB4yV3hyrMf6hAc2jAGLZvV9ZIR8fww84sNCPnnwbJAW0YG4NBzzSsE/sGGdIy/PNNgKZF20YF4sW8k7k907C5qU9dcwAvLyoWH6ucLferhnVuilY+ZGZkIDglWZihKSkqg0+mUnJCioiIlZ0NEiIiK8Dp14OfvD4PBgNycHAQEBiIwMBDZ2dlKW/m3XJO2qo28vDwYDQboQ0OVGRQWzyGw4mIJbtyeB1Sxe1SFKI1GHL5GjxbB5rc+LzQYEb8uB2dq3n23zLy1AsTfaMSBa0LRPNjkdFEzQxOwOrvGmR61eX0dkHJtKAJt/IHBc+4URkICnkeAAsTzxrTKiIY9sBQLfzni0tF+/+ltuPP2Vi7tI52zjMCgL1OxdH95ztGKh5qgf4uQMiM3f5GC3w5VPA19UNtQdI29dNL5LQl6hAXqIFvn7j1TWGXnsguVLJEKDzL/cGaZ9+W1ZTmZCJH1yfllXy4Y2RhD21+aLWEhAWsJHJdDBzfn4oIZwTC2gT++aHfp78JcKTYYsSmrFAN25iPLzESIxQLECLzfPBAPxPqjrsbNICTJXmLcpmFbYIlzRkIgwi4fpmguVl4nARJwTwIUIO45bhZ7HdPlU8gyLFcur0y4Gm+8cI0ru0jfLCRQOQ/kge518fkdDcus+L184Ipdf2RWQWYXTEt2oQHjFp/BnO2ZVXoQ6OeDGbc3wKNXX5pBk6VVUiRvo1207XkTu08XotOMYxX6Tn2pJWLrWLYjVem5syjZ8hdKjx2BT2AgdK3bwq9dR/jW49a6Ft5aHlU9vdiI4bvz8Xtm9SokyAdYmRiCa8KrF9qVDkZHRokRbx0rVHbYMlQze2aJAGkX7ItvOwQp55Coc3GSEyWJ5ZE1iJEfz5Vg0J78CoekVx5A+St9v0UAHo8LYBK6R93dDIYEqiZAAeIFd8aR4xloec0sl4/09hubY+mXg1zeTzpoGYHYtw+X7RwV5OeLXROaoVWkvyIS5LDCymXNI03Qu1n5LInp9TdXXsA/ll+5HEqtIyeuq+JD/a59g0C82j8KwztqW0NfVXQv/XoO76wuPwF9VNdwzB7eSDOI4o3rUPz7rzCcTlPEh+HsGfj4+cO3UQx8GzeBb9NmCBxxH3SNy0+L12ycFT2EgBGPHyjE56eLq12mJHL363bBGFRfV+E8EBEBazNK8diBfLzfKgg31/ODn8nKqPPFRgzcmY9N2aWoPCGiRYDU1QHPxAbg780D4GsiZMTucwcLMfdsMRZ0DFJORw82WU4mwuqLU8V47rBsv1v98kE5B2Rm22AMiPJj8rmH3M0MgwTMEaAAMUfIA67/ujoZt9yz0OUjaVA/BKd3PeLyftJBywhI/oQsX1KLer7Gd7uycPc3FcM+fS0AACAASURBVLfhlURwyRPxq2FNvJxiPuHHMxW2w9Xi0eL7YzGoneUi5FR2CWL+VTFRfvmDcbihpbYzCwq+noWib7+C4cwpoKTkkquyJkWK+lAWGARdfFOETJkBXXwzLeGwjkcSMOLfJ4rxyrFC5NewdEqEyBvNAjGovh92ZBvw5IF8pJtuLlVqxI6r9Wir90XA5b8luTwrrRjPHi6A6VmHNQkQOfE8xs8HW64OQYMA3woaQpaOtfsrF/km/frDiFEN/dEpTIdfzpfgt4ulMJhJW4r2A3ZcpUcjDVsMe+SQMygS8FICFCBeMPDzlhzEXY/+7BaRZh0ah7BQ25fMuEWwXuKk5E1c90lyhWhXPdwE+88VYdyi0xW+H9MtHDPvND+zsOtUId5efQHf7tK+hW//lnqseDDOYuqVDy6UXbJ+HtNYk53CBd+h4N9vwyiJ5EYDQt7/GP7tOpS1NRaXoPDbr1D03VeAwQCfyCjUWfgrfEItF0qaHGIllycg2nRfngEd/szRkJwuIrbqkCR/u7GIh6v0yvIoVevmlRox6VAhPjpVfEkDw4g9V4Winf7SlInP79mALyAiZ01iCK6qo6swmyJ17t6dhwUXSjUllNcEvKG/D45eo0cwk81d/r6kgyRgbwIUIPYm6oL2Pv16Dx55boULenalS6vm34m+vbQ93LlFQHRSIXDPN2kVxIIslbq9TSie+/lsBUIiPkSEaC2L9uXg9d/PazpUUGy+NyAa3WKDIP1rKcWlRgS8klSh6jf3xOLuTuYFQtHvvyL3hfHwMRjg274j9P/6N3Rx8VV2W7TlTxS8/RoMx44oO2BFbD+kxT3W8WACZwoNuH57HvaZTjFYEW+AD3BDqC8+7hCCeEkkkQk4AHtyDHhgXz625pZWFCArsnFHAx2mtQpCXFDFHa5SCgy4bWce9uQZa8znMOemePFm0wBMahoI5pqbo8XrJOCZBChAPHNcK0T1rxmbsHztlWvtXTH0229shmcf6+aKrtEnGwjIqeNy+ricQq6W12+Mwj+Xn69g9dikFsp5HJaWyrttmWsfFuhbJkQignW49PJFsL8vsgoMyMgvQWahAZkFBkxeUe5j98ZB2PxEU3PmYchIR8GnH6Homy/h27I1Qv7xBvw6dqm2nTEzEwVLF6Dos49gzMqC/8ix0D/zktl+WMGzCZQYjXhwfwG+PHN56Z4N4YoQGd3AH39vGoD4y1vnyqHkc9KK0Luen7Kdrvx1Lj5TjMHRfhVyPaTb2WnFePxgQYUlV9a4E+4LfJAQiFGNONNtDT+2IQFPIUAB4ikjyThIwMUJVF7KVJW7xrfbWBXFhB/PYsb6i1a1taSRLL1SDyqsqV3J7h3IHj0CPkHBCHnu7wgYNqLa6oZTacib8jqK/1oP33pRMJ4+BZ+wUISv2lxj4q4lfrOuGxMwAlOTi/Dq8UIUVH+IuOYARd6/3TwQD8Zo20b3TKERY/bnY5lp4ojm3ipWbBzogyUdg5EY5rgts610jc1IgAScTIACxMnA2R0JeCsBmf2QWRCZDamuWCtAFuzNwR1zUh2KVmZs/nF9lKY+SnZsRc4D98CvxzUIfvYl6BKqF1aF381B/n/+DeRkI/Dx8Sj8/BNli97QbxZBF2t5zoomB1nJ7Qj8mVmKvttzUWi0/TBKWVh1qKfe7CGCOaVGNFyfi9xS25VPqA+Qdl0oz/dwuzuPDpOAYwhQgDiGK62SAAlUQUCSxiUfxN4CROxd9VEyNqeWHxRYuY9n/1YPO04VYvvJAlzM13hM9GUjcjji4lEac5NKS1G4ZiXyn3sCgfeORvDEFwFd9b/4Fv+1AYXffomSzX/B7299UfL7r4DOD0GTXkHQ0OpnTniDeR+BU4VG9NiSi5NFtgmCLsG+2N7T/C5ucqp6s425OGVLf0ZgSJQf5nUIhr/2Q9O9b3AZMQl4GQEKEC8bcIZLArVN4OmlZ/DhhvQq3bB2BkSMyXa5jy48XeHkdflezh557YZITOpTftifCBARIiJIcooq7nc6e1smjl28tEOQlJg6fpBtd9tFB2pDV1qCwuXLkP/yMwgcOfaSAKnhDISiRT+g8KdFMBxOgm+Xbihdtwbw80PQk88i6L4x2vpkLa8hILMS9+7Jx1I5Ot3KyZCv2wbh3obmc61E5vTYlIOtudYJHtEbH7cKxKONme/hNTcoAyUBjQQoQDSCYjUSIAH7ERgwKxW/JOVcYdAWAaIak3NCvt+dBX2Ar5LQfm+XcOXgQ3PlxwM5GD3vVIXZEfnFVna9uqOD+V2vyuwbjSjesgm5j94P/xtvRdAzL0HXoPz0d1M/jDnZkN2yCr76AsbjRxHwxEQU/d+H8PEPQMj/zYZ/u47m3OZ1LyQgBw/+/Wghppwosng3KtEsm7qFoHsdbXkYj+wrwKdnygW5VtwN/IDvOwbjb3VlQ18WEiABEqhIgAKEdwQJkECtELhlZgp+PZhboe/7utTB1FujlVkHZ5aPNmYohxuWyJPd5VI3yBdf3x2DAa1DLXZFktBzRo8AQkMROOZhBI24Hz6hFe0Yc3NQuPI3FC34Tpkh8buuLwzHjqJk2VL46ENRZ8UG5bR0FhKojsCy8yUYsicfhRZMUIgAWZcYjF4ahcHwXfn44YJlu3C1DPbF+m7BiOaaK968JEAC1RCgAOGtQQIkUGsEqtoZq16wDu/cWh8P96jrcL9OZpXg5V/P4cttmRX6iq3jhzl3xWg+L6Syo6XHjiD3xQkwHEpCwN33I+CeUdA1ioWPn59yCrrkiBTOnQ1d+44wnjoJmQmRbXqLly6AIe0kEN0AdZf94fD42YH7E5CtdKPWZiOzhpPTK0c5MdYf/04IMhu86PF2f+YgyYLtt3qG+mJ995ArtvE12xkrkAAJeBUBChCvGm4GSwKuR6C67XlvaxOKkYl1cHenOg5xWg4xfGnZWRw4V1TBfkJUAL4a0QhXxQXb1G/Ryt+Q98J4oLQU/veNhU9YGAwpyShJ2g9jbi58dTroel6L0g1r4dOgIYypKTCeO6skoNdZtw2+geYfEG1ykI09hsCFYgOG7y7AqowSTVs319MB53uHwsdMEklmiRH11+VoO/HcaMRrzQLxcnwA/HytTE7xmBFhICRAAuYIUICYI8TrJEACDifwzc4svLjsHE5kXLnWPDEmSBEisjyrQahtS7OOpxcr+SGSJ7I59crtgId3DMOr/eujfQPbk2YNF86h4LP/omjBPKC4CAFjH0HRwnnwKS6BUa9XTkg3ZmdD17MXkJ2N0m2bgYAABNw7GiFPP+9w5uzAswgUGIx4/lAh/pOmLV9jWIQOczsFI7AasSCipuOfeTglUyxmimzPML9jEAZE+VubF2+uC14nARLwMAIUIB42oAyHBNyVwMHzRYoIWbg3u8oQJCfj+hZ69G+phwiF+nptSbRy7si64/lYdzwPPyXlIrfSrlfSWctIf7zcLwpju4XbFV/Jgb0onDMLJX+sgjE7C0ajEf7X9oZvuw4wFhWh9M8NMCTtU3619mnYCH7XXAf9i5MBf+Z+2HUgvMSYEUbl0MJXjhZBS9bGkEgdJjcPRMdQHdQdcgsNwF+ZJbh3bwFOFpsXHy2DfLCumx4N5Kh1FhIgARLQSIACRCMoViMBEnAOgXm7s/HB+otYn1z9mR7iSd/mIQgP0iE8yPfyS4eCEiMy8kuRUVCKjHyDcujhhbzqz/zQ+QLjekbg5b6RaBhm2+xKdXQMFy+gaMkCFK9fg9Kd24CSio+GPhH1lPwPv5tvQ0C/G5TT01lIwFoCRiMgsxdyfkeOxryQUBjRN8IfeUYj1l4sQYnGJVTd9L7YclUIrN4P2Nog2Y4ESMDtCVCAuP0QMgAS8EwCkhgueRrVzYjYErWIFpntkFenRs7JtSg5lKTMhFwhQOo3gH+vv8G3mq16bYmTbb2XQFaJEVdtyUVSvvlZDIspGY14KT4QrzUPgH8NZ9xYbJcNSIAEvIYABYjXDDUDJQH3JJCSWYJvdmRi/t4cbEqpeVbEXIQiNga3DcXY7uFoFsFlTuZ48bp7E8guMeKxAwWYe7ZYU3K6pmiNRnzVNhj3NPSHjquuNCFjJRIggSsJUIDwriABEnAbAknnivDtriwkpxcjOaMYJzJKlPfi0oq/8ob4+yI23A+yne51TUNwdVwQJJldPrOQgDcRkBzyN48V4l8nirTtZlUDnIb+PliVGIw2GvOvvIkzYyUBErCMAAWIZbxYmwRIwAUJnMouUURJaMAl4RERrC1B3QVDoUskYHcCsvnBV6dLMOFgAdI15oVUdqJTiBwuGIJQP0572H2AaJAEvJAABYgXDjpDJgESIAES8D4CxQYj6v2Rozk5XSU0MEKHJV0k2ZyFBEiABOxDgALEPhxphQRIgARIgARcnkBGsREDduRho4YtsnyMRizoGIzbo/zBiQ+XH1o6SAJuRYACxK2Gi86SAAmQAAmQgG0EigxGTLp8aGF1m1RH6IDv2gfjhkg/Hi5oG262JgESqIIABQhvCxIgARIgARLwQgLvJRfijeNFyKqUF9IuxAdLOoWgRbB6PKEXwmHIJEACDiVAAeJQvDROAiRAAiRAAq5JQJLT/8w0YOjuPJyR8zGNQIcQH2y/OpRLrlxzyOgVCXgMAQoQjxlKBkICJEACJEAClhMoKDUibn0uxjbyw5SWQeDZgpYzZAsSIAHLCFCAWMaLtUmABEiABEiABEiABEiABGwgQAFiAzw2JQESIAESIAESIAESIAESsIwABYhlvFibBEiABEiABEiABEiABEjABgIUIDbAY1MSIAESIAESIAESIAESIAHLCFCAWMaLtUmABEiABEiABEiABEiABGwgQAFiAzw2JQESIAESIAESIAESIAESsIwABYhlvFjbRQnkHzkG/6hI+IXXcVEP6RYJkAAJkAAJkAAJkIAQoADhfWATgbVr1yrte/fubZMdSxoXHD+B3H0HkLc/CTn7kpT30pxcxURQfBxC2raGvl0bhLZvg5C2CdCFhlpinnVJgARIgARIgARIgAQcSIACxIFwvcH0p59+qoT58MMPOzxcER7JU2cgc91GpS//+pHQt22tCI7Qdm1QdP6CIkZy9yUhd38SYDQq9Zo89xQajrrH4f6xAxIgARJwdwLFxcWX/vvq7+/uodB/EiABFyZAAeLCg+MOrr3//vuKm88++6xD3T3zzQ84MXWGssyqyfNPQ9+hHQJjGlbbp7GkRBEh5xb+iHM/LEb4tT0RP2k8gprFO9RPGnc/Anv37lWcbt++vfs5T49JwM4E5EelmJgY3HbbbXa2THMkQAIkUE6AAoR3g00ENmzYoLTv1auXTXaqa1yYmobkqdORsXodogYPQPykCdCFWbak6uLyVTjx7gcoOntOESEN7h3uEF9p1D0JLFmyBNnZ2bjvvvvcMwB6TQJ2JCA/KiUkJGDgwIF2tEpTJEACJFCRAAUI7wiXJZB/9Dj23v0AfEOCFeEQOeAmq30tzclRRIjMiEQPH4Km/5hktS029CwCS5cuxcGDBx0+i+dZ1BiNpxKYN28eGjdu7LAflTyVG+MiARKwjAAFiGW8WNuJBA4+/gzyjhxF++9mwT+irl16PjX7G6S8/yFa/vtfqHdDX7vYpBH3JiDi4/z583zgcu9hpPckQAIkQAJuRIACxI0GyxVdlV/LpIwYMcKu7p2e/Q1OKELhLdS7oZ9dbSc9/gzyjxxFxwVfQxeqt6ttGiMBEiABEiABEiABEqiZAAUI7xCbCDgiCT3v4GHsuXMU6g8fgmYOWColS7v2DBup5JQ0e+1lm+JnYxIgARLwJAIpKSkICQlBZGSkJ4XFWEiABFyMAAWIiw2Iu7njCAFy4KGnUHTqNDosmAPfwECzSEqzsnH663mIGjQAgbGNzNaXCme+/h7JU6ahxZTXEXnrDZrasJJnEpCNFFJTU+0+i+eZtBiVpxNgErqnjzDjIwHXIEAB4hrj4LZe2FuA5OzYjX2jHkWrD6Ygou/fzHLJ3rwNR155E6XZ2UiYMQVhPbqabaNWOPjEszAUFKLN5/+pts3q1avRr18/GC+fKaLZeKWKPj4+WLVqFfr2Zd6JtQwd1Y5J6I4iS7vuSIACxB1HjT6TgPsRoABxvzFzKY/tvQ3vmbnfI/mdaej+1+/wDQ42G+vJjz9D1ODbcPSVN9B43EMWCZCTH32qzIR03fCbwwWI2UBYodYIUIDUGnp27IIEKEBccFDoEgl4IAEKEA8cVHcO6dg/3kLO3v3ouGCORWHsHzvOYgGSvnItDk14ER0XzUVw86ZV9ld5BiQjIwMzZsyAvNetWxfjx49X3qWo1+Tfo0ePhrSVGY+mTZti8uTJGDNmjFJv9uzZSjvVzuDBgzkzYtFo27cyBYh9edKaexOgAHHv8aP3JOAuBChA3GWkvMTPPXfcj5C2rdH8zVcsitgaAVJ0+ix23DQELd5+FZG33WxWgIjAaNasmSIeRFjMmjULO3fuxPbt25W2IjSGDBmivKZPn65cmzlzplJXXYIl9WRJl4gOESTHjx/HxIkTcezYMaU9i/MJMAfE+czZIwmQAAmQgHcToADx7vG3OXp7LsEqzc/H1qv7o8kLE9HwPstOK7dGgEjw2/sPQuQtN6DJ80+bFSAiKkR07Nixo6yuiAb5TsTJhAkTFEEhRT5HRESU5X1UFiAiWrp06aLUlXeZIRHhwkICJEACJEACJEACnk6AAsTTR9jB8dkzCT17207sH/M42s3+BKGJnSzy3FoBcuipSSjJzUXbLz4yK0BEYMhyKxELapHZDREOIjhkyZW81KKKE9MZEGmfmJhYIaldrsvL1K5FwbMyCZAACdiJALfhtRNImiEBEqiRAAUIbxCbCNhTgOQlHcae4aPQ+uP3EX7dNRb5Za0AkXa60FAkfDjVrABRBYJWASJiY9GiRRWWYKlixHRXLflOxA1nQCwacrtV5knodkNJQx5AgDkgHjCIDIEE3IAABYgbDJIru2hPASJxbunRDzEPj0bMI5cSts0VERDw8UFe0iEExjSCLiwU9QcPUHbG0lK29uyPhqPuRey4B80KEFlqJYnjas6HNBCRIbMeMgMydOhQpKenK3ZkKZbki6hb75puwyv/rixARNRwi14tI2b/OkxCtz9TWnRfAhQg7jt29JwE3IkABYg7jZYL+jpv3jzFqxEjRtjFu32jH4N/vQi0mva2JntyDkjlEhDTSNOBhHmHjyonosvsR90+15kVIFJB8jVEWMi75IKEh4crOSDqNcn7ECEhIkVEiSosKEA0DWetVKIAqRXs7NRFCVCAuOjA0C0S8DACFCAeNqDuHs6JKdNwceVadPl1ocNDOb/0Fxz9+xvosmIxAqLrV9mfiAgRGqazE2quh5q7YdpQzQExzeuQf8v3IlrUGRNTe2Jf8kXU7XwdHjg7qECAAoQ3BAmUE6AA4d1AAiTgDAIUIM6gzD40Ezi/5GccfeVNJP6+FP71IzW3s6aiHHgoZ4F0+c12sSNCRbbVlVwOVXCo2+xa4xvbOI8At+F1Hmv2RAIkQAIkQAJCgAKE94FNBOy5Da84kn/4KHYPG4m4iePQaOxIm3yrqbGxqBi7ht2HkBbN0GrGFLv0IwnnIkCSk5PRuXNnZWmWutWuXTqgERIgARIgARIgARLwAAIUIB4wiLUZgr2T0CWW5H+9jzPfzkeHebMQ0ibBIeEdf/NdnJ23EB3mzUZIm1YO6YNGSYAESIAESIAESIAEriRAAcK7wiYCjhAgxuJi7B52v7IEq7rzOWxxOv33NTg08SXEPfMEGo25zxZTbOsBBLgNrwcMIkOwGwHmgNgNJQ2RAAnUQIAChLeHTQQcIUDEoYy1G3DwyefQ+KlHEPOwti15tQRiyMtXlngFxceh9f9N19KEdTycAJPQPXyAGZ5FBChALMLFyiRAAlYSoACxEhybXSJg7214TbkmT5mOM1/PQ6vp7yDi+t42IzeWlCD5rfdwdv4SdFz4NYJbNLPZJg24PwEKEPcfQ0ZgPwIUIPZjSUskQALVE6AA4d3hsgSMBgOSHpuIrD83I/quYYifNB4+/v5W+Zvxx0aceHcGCo6fQJNJE9BwpH3OLbHKGTZyKQIUIC41HHSmlglQgNTyALB7EvASAhQgXjLQ7hzmqZlzkDLtYwQ1iUOTSeNRt3cv7eEYjTjx7gc4Pec7hHXrooiYkLattbdnTY8nwG14PX6IGaAFBFJSUhASEoLISMdug26BS6xKAiTggQQoQDxwUJ0ZkvzPSkpcXJxDu807cFARElmbtyF6xFDo27ZGSNsE6Nu1uaLf4vMXkLsvCXn7k3Bh2QrkHzmGxk8+gphH7JdL4tBgaZwESIAESIAESIAEPJgABYgHD64zQnNUEnp1vqd9OgvnFv2EwpSTShUfPz9lRkPfrjWKL1xE7t4DKDp1WrnmGxgIfYe2ym5XoR3bOwMH+yABEiABEiABEiABEjBDgAKEt4hNBJwtQFRnS9IzkLv/IHL3HVBmOuTdPypSmRERQRLarjWCE1raFBsbeweBCxcuIC8vz+GzeN5Bk1G6OwHmgLj7CNJ/EnAPAhQg7jFOLutlbQkQlwVCx9yOAJPQ3W7I6LADCVCAOBAuTZMACZQRoADhzWATAQoQm/CxsQsQoABxgUGgCy5DgALEZYaCjpCARxOgAPHo4WVwJEAC5ghQgJgjxOveRIACxJtGm7GSQO0RoACpPfbsmQRIwAUIUIC4wCDQBZchwG14XWYo6AgJeDQBChCPHl7HB+esbXgdHwl7IAESIAESIAESIAEScAYBChBnUPbgPpgD4sGDy9BIgARIgARIgARIwAEEKEAcANWbTFKAeNNoe2as3IbXM8eVUVlHYN68eWjcuDF69eplnQG2IgESIAENBChANEBileoJUIDw7nB3AswBcfcRpP/2JMAkdHvSpC0SIIHqCFCA8N6wiQAFiE342NgFCFCAuMAg0AWXIUAB4jJDQUdIwKMJUIB49PAyOBJwTwK//vqr4njnzp3RsGFDhwZBAeJQvDTuZgQoQNxswOguCbgpAQoQNx04uk0CnkxABMiCBQuUEOPi4tC1a1d06tRJWZtu70IBYm+itOfOBDZs2ICoqCgkJCS4cxj0nQRIwMUJUIC4+ADRPRLwRgIiQBYuXAij0Vgh/EaNGiliRGZG4uPjvRENYyYBEiABEiABtydAAeL2Q1i7AVSXA7J7925ERETUrnPs3W0JyK+wK1euvEKAiCDx9fVVvpdfabt166aIkRYtWrhVrIUpJ6ELrwO/OmFu5TedJQESIAESIAF7EKAAsQdFL7ZRnQB57733cOjQIS8mw9BtISDLP+T+qTwDotqU7318fBQxYjAYFDEiQqRLly4ut3Sk8GQa8vYfRO6+A8jdl6S8l2RkKqEENW0CfdvWCGnbGvp2baBvlwBdaKgt6NiWBGwiwG14bcLHxiRAAhoJUIBoBMVqVROoToBs2bIFYWH8dZf3jXUENm/ejHXr1lUpQHQ6HUpLSxESEqLMgEhuiLysLY7KASk6fQYn3v0AF5evUlzzC6+jiIyQtgnKu4iQvP1JyNmXpLyrJW7CODR6YKS14bAdCdhEgEnoNuFjYxIgAY0EKEA0gmI1ywQIeZGALQTUHBCZ3TCd6ahTp46SAyIzHW3btrWli7K2jhAg5xf9hOSpM+Dj64O4559GWGInBDWJq9ZfY0mJMjty4cdlOPPtfNS5ujviJ41HcCv3WlpmlwGhkVolQAFSq/jZOQl4DQEKEK8ZascEmpKSohiWnYpYSMBeBEyT0CWXSM31cMTOPPYUIMUXLuLE1Bm48Mty1Lu5P5o8/zQCoutbhCV91R9IeXcGClLT0OS5p9Bw1D0WtWdlErCFAAWILfTYlgRIQCsBChCtpFiPBEjAaQREgOTm5iozHc2bN3dov/YSIEVnzmLP8NEwFBUpsxf1hw2y2m9DQYEyg3Luh8WIGngLmr/1T6ttsSEJWEKA2/BaQot1SYAErCVAAWItObYjARLwCAIXLlxAXl6ezbN4h597BZkbN6HD97MRGNPILmzOfrcAx996TxEgIkRcqUyePBmrV69WXvJvKeq7o/2UPvv161ftJgXS/6xZs7BmzRrFldGjR6Nv376Odov2SYAESIAENBKgANEIitWqJlBdEjp5kYA3ETg3fwmOvfYOmr/xCqIGD7Br6IcmvoScbTvRYf5X8I+KtKttW4yZChBb7FTXdvr06cjIyKhS1JgTIGPGjMHx48eVtvI+YcIE7NixA02bNnWEq7RJAiRAAiRgIQEKEAuBsXpFAhQgvCO8nUBh2insHnofIvr1Rot3Ls0E2LMo9oeNRN3e16Ll1NftZloezGfPno3Bgwdj8eLFePXVVxXb8p08rNetW1e5Jsvg1DJjxgxFFMi19PT0shkQEQRSZJZBZh7kXWzK1sjyb7UvqSNtx48fXyEO1a4IBJmtEHuvvfaaUkc+i6AwLaoAOXbsmOKv+CT1VF9VP1TBMWTIEMhLtSPt1dkR8UV8YrlEgEuweCeQAAk4gwAFiDMoe3AfFCAePLheEpqtOSCHJryInO270GHBHPhH1quRWmlWNs4t+RnZm7cjMLYRGtw3Qnk3V84tWIJjk99Bs9deRv2ht5urrum6+hCvigyZLZDXokWLlHd5qJeZA/ksD/SVr8kMhTy4V16CpQoO9aFfREBiYqIiOuSatJPv5F2KXBMf5Jr0p75LexEU8p2pCJI2pr6LqBDBJPaqm+VQ/VeFidRVZ0fknbMj5bcMk9A1/fmwEgmQgI0EKEBsBOjtzSlAvP0OcP/4bREg+YePKrMTzf/1T0Tdbj5HY8+doxAQ2wiNRt6FrM3bcHrOd+i2YbkmiIef/wcKU0+i/TdfaKpvrpL6EL9w4UJldkCK7Di2ffv2sqVKMpshAkRecm3mzJllddVlTVUJEBEY0laK1BMxo36Wf4st0XBl0QAAIABJREFUmb0Qu/K9CAApMlMi36lCRBUOlWNRfRdfVXEiMajixbS+1FV9le9V0aS2EzEi7SqLHHP8PPU6BYinjizjIgHXIkAB4lrj4XbeyHS9lF69ermd73SYBISALQLk/JKfcfSVN9Hl9yUIqB9VI9C8AweRPGU62s78uKyeCJL4FyYgrEdXs4NxetbXODHtY/TYthY+Op3Z+uYqyEO/zD6op82rn02TtUUshIeHKzMOch7LqlWrypK5q0tCl/amwkH+nZycXCH/QvoS4SN2pQ91NsTU58p2KouKykno6qyNqS0RM/JZ3tVlVhKHGrM5Rt54nQLEG0edMZOA8wlQgDifOXskARJwIQK2CJDkKdOQvnItuvy60KqItva6EV2WLYCuTpjZ9ll/bcGBh59G+7mfQd+hndn6WiqYPozL7EOzZs0UkWFa5MFdZgdsESAyI1I5j0NsijiQftXZEVsFiLRXd+JS+6tsmwKk5jtj3rx5aNy4MX9U0vIHxDokQAJWE6AAsRodG5IACXgCAVu24d036jH416uLVtPfsRjF6a++gySYywyIllKanYOt196Epq88j+gRQ7U0MVun8sO4iA0150Maq0ujRCyIiJCHe/XBXt1pqqolWKYzICIypI7YVYskqEveh3w/duxYZTmW2p+aa6JlBsR0CZb4KD7JcqvKy75MQUg96UNddiZt5MVtes3eLqxAAiRAAnYjQAFiN5TeaUh+LZMyYsQI7wTAqL2awJYe/RDz8GjEPFJxlyZzUE5+/JkiPpq/+Q9zVStc3zXoboR17YJmk1+0qF11lSsLEJktmDhxovIAL0VyPtRdrURAiFhQH+7l4V+KOQEiS6zk4V5mV+ThX0SNLOtSZybkmuSEyDX5TpLVpQ8RBTt37lQ+V7cLVp8+fZTzQKQP8VVmU0RESVxiz3R3K9mRS12OJfYkTqkvcUgM3AnLLrcUjZAACZCAJgIUIJowsVJ1BJiEznvDWwnkJR1STj5v/dH7CP/bNZowyC5YBye8iJDWrTTPfJgaPvLiZBQcS0b772Zq6s9cJXnwrvzLvzyUq7kZMktgenaGiAd1hkQe8KWu+i59SV11C1/TdiIQxKZck/rq7IPqn3qgobrzlXyvJq6Lncr15ZpqS0SLiAepI+/qtcqxq0vJ5Hs12d20nTlW3nKd2/B6y0gzThKoXQIUILXL3+17pwBx+yH0+gDkgSs1NdXiWbzC1DTsHHAnWkx9HZG33KCJ4/6x4xBxfR80vP8uTfUrVzr41CQYcnPR5ouPrGrPRiRgjgCT0M0R4nUSIAF7EKAAsQdFL7ZBAeLFg+8hoduShL6tzwDUH3I74iaOM0sje/M27H/wSYR1T6xQt/7gAYgafJvZ9lJhe/9Bithp8vzTmuqzEglYSoACxFJirE8CJGANAQoQa6ixTRkBbsPLm8HdCdgiQJIefwYoLUXr/80wi0GWX8myrcolIKaRpsMIi06fwY6bhmo+c8SsQ6xAAlUQoADhbUECJOAMAhQgzqDMPkiABFyWgC0CJPXD/+HMd/PRbd2vDo9PtvuVU9c7LpqL4OZNHd4fO/BOAtyG1zvHnVGTgLMJUIA4mzj7IwEScCkCBw8exPnz56069yB9xWoceuZldFr6HYLi4xwa18mPPsXpOfPQbaO2k9Md6gyNkwAJkAAJkIANBChAbIDHpgCXYPEu8GYCRWmnseOWYYh9/EHl5ciy566x0IXq0fbz/ziyG9omARIgARIgAYcToABxOGLP7oBJ6J49vozOPIGUf/8Hp2bNRdvZnyAssZP5BlbUSJn+MU59MQdtZ36MsG5drLDAJiSgjUBKSgpCQkIQGRmprQFrkQAJkIAVBChArIDGJuUEKEB4N7g7AWu34TWNe8/wUfD1D0C7uZ/ZHUfWX1tw4OGnEfvoWMQ+8bDd7dMgCZgSYBI67wcSIAFnEKAAcQZlD+6DAsSDB9dLQrMlCV1FlLVpGw489CRiHh6Dxk89Yldyu++4H7rgYLSb8z+72qUxEqiKAAUI7wsSIAFnEKAAcQZlD+5DdkyRMmLECA+OkqF5MgF7CBDhk/rBJ0j77Eu0fO9N1LvpersgO/HeBzj95bdo99X/ENq5g11s0ggJ1ESAAoT3BwmQgDMIUIA4gzL7IAEScFkC9hIgEmDSuGeRuW4j6t8xCPGTxsM3ONiquLO3bEfy1BnIO3AQjZ96FDEPj7bKDhs5h4DkTcTFOXYXNOdEAlCAOIs0+yEB7yZAAeLd48/oScDrCdiyDW9V8E5/9S1OvPsBAmNjlBPLI67vbRFjOVsk7dNZ0LdvgybPj0dY184WtWdl5xNYs2YNVq5cicTERHTp0gVNm/KcFuePAnskARJwJwIUIO40Wi7oK7fhdcFBoUu1TiD/8FFlBiPrz82IvmsY9G0TENK2NfRtW1/hW0lmFvL2JyF3fxIuLl+N3D37EPPQKDR++rFaj4MOaCMgAmTu3Lnw8fGB0WhUdpDq2rWrIkZatmypzQhrkQAJkIAXEaAA8aLBdkSoTEJ3BFXa9BQCp2bOwdkfFqMw5aQSko+/P/TtLgmR4oxMRXgUJKdcCtfXF/p2bdBk4jiE9ejqKQi8Ig5VgChjfFmE6HQ6lJaWom7duooY6dy5M9q0aePyPLgNr8sPER0kAY8gQAHiEcNYe0FQgNQee/ZsHwL2XoJVlVclGZnI3XcAefuSlPesPfuR5wOk+fvipJ8vzuuD0XXIQBh9fOwTFK04nMDy5eUn0rdq1QqHDh2qtk9fX18YDAaEhoaiW7duihhp3769w320pgPmgFhDjW1IgAQsJUABYikx1q9AgAKEN4S7E7BnErpWFi+//DL8/Pxw5swZrU3sWi8iIsKu9lzFWHp6eq24Yk6AyKyIiBCZEZFD/lQR0rFjx1rxt6ZOKUBcbkjoEAl4JAEKEI8cVucFxW14nceaPTmGQG0IEMdEQqu1RcB0CZb4IHkgIjrUZVh16tQpywlp27ZtbbmpqV8KEE2YWIkESMBGAhQgNgJkcxIgAfcmQAHi3uPnCt6rAkSEh8x0yHu9evXKcj8SEhJcwU1NPlCAaMLESiRAAjYSoACxESCbkwAJuDcB2cktNTWVh2m69zDWqveqAImOji7bird58+a16hM7JwESIAFXJkAB4sqj4wa+yY4pUjzlEC43QE4XSYAEXIyACBA5+yM+Pt7FPKM7JEACJOCaBChAXHNc3MYrJqG7zVDRURIgARIgARIgARJwCQIUIC4xDO7rBAWI+44dPb9EwBnb8JI1CbgLAeaAuMtI0U8ScG8CFCDuPX617j0FSK0PAR2wkQCT0G0EyOYeRYACxKOGk8GQgMsSoABx2aFxD8coQNxjnOhl9QQoQHh3kEA5AQoQ3g0kQALOIEAB4gzK7IMESMBlCVCAuOzQ0LFaIEABUgvQ2SUJeCEBChAvHHSGTAIkUE6A2/DybiCBcgKys6Gc1h4ZGUksJEACJOAwAhQgDkPrHYa5Da93jDOjJAESIAESIAESIAF7EaAAsRdJL7XDHBAvHXiGTQIkQAIkQAIkQAJWEqAAsRIcm10iQAHCO8HdCXAbXncfQfpvTwLMAbEnTdoiARKojgAFCO8NmwhQgNiEj41dgACT0F1gEOiCyxCgAHGZoaAjJODRBChAPHp4HR8cBYjjGbMHxxKgAHEsX1p3LwIUIO41XvSWBNyVAAWIu46ci/jNJHQXGQi6YTUBChCr0bGhBxKgAPHAQWVIJOCCBChAXHBQ6BIJkIDzCFCAOI81e3J9AtyG1/XHiB6SgCcQoADxhFFkDCRAAiRAAiRAAiRAAiTgJgQoQNxkoFzVTeaAuOrI0C8SIAESIAESIAEScE0CFCCuOS5u4xUFiNsMFR2thsCFCxeQl5eHuLg4MiIBrycwb948NG7cGL169fJ6FgRAAiTgOAIUII5j6xWWKUC8Ypg9OkjmgHj08DI4CwkwCd1CYKxOAiRgFQEKEKuwsZFKgAKE94K7E6AAcfcRpP/2JEABYk+atEUCJFAdAQoQ3hs2EeA2vDbhY2MXIEAB4gKDYEcXZs2ahePHj2Py5Ml2tOo9pihAvGesGSkJ1CYBCpDapM++SYAEap0ABYhlQyAP97Nnz8bgwYOxePFivPrqq4oB+W7Hjh2oW7eucq1Lly5lhmfMmKGIgqZNmyrXVq9ejTFjxijvUvr27au8q7ZVm+rnjIwMpe348ePLbErbNWvWKJ/l2ujRoxV7r732mvKdfJY+WCwjsGHDBkRFRSEhIcGyhqxNAiRAAhYQoACxABarkgAJkIC3E5CH/H79+pWJDJlpkNeiRYuUdxELEyZMUD6LsKh8TWYopIgddZZCfVdtG41GxU6zZs0U0SF2pk+fjszMTKxatUoROvKd2BLBI9dEhEi/Q4YMUcSP/NtUBHn7uDF+EiABEnAlAhQgrjQabuiL7JgiZcSIEW7oPV0mARKwlIAqEhYuXKg87EuJiIjA9u3bFREgRYSBCBB5iYiYNm1aWV0RBiIgzAkQERVSTxUsYlfsi035XmY6pE8RICJWpMi/RZiowsfS2FifBEiABEjAOQQoQJzD2WN7YRK6xw6t1wTm6tvwFp0+g7z9B5Gz7wDy9iehJDsHoe1aI6Tt5VerFk4dK3n4T0xMhMxSSFE/q8uo5DsRBOHh4YrI8PHxUWYt1Osy2yHfmxMgIm527txZJmrUvkT4yMyGXE9OTi4THLLkSgoFiG23A7fhtY0fW5MACWgjQAGijRNrVUOAAoS3hrsTcMUckNwDB5H20WeK6Cg+d15BrNProW/fBrpQPXL3J6Ho1Bnle9/gYOjbJqD+HYMRNfAWpwyHiApVgEiehsxyiMgwLTIbIULBWgGi5m9UzuMQm2JbivStChkRJDJrQgFi2y3AJHTb+LE1CZCANgIUINo4sRYFCO8BDyXgagLk9KyvceLfHyEoPg51e1+LkLYJCG3XBkHNLy1vUkvR2fPKjEiuMjNyEOmr/0DUwFvR5Pmn4Vc33KGjZSpApCMRBGrOh3yWWREpIhZk2ZTMeqhCQoSCzJCowkFEhLrMSurJ0ioRNyImJMndVNjI5z59+pQlu6s5HmpSu9iiALFt6ClAbOPH1iRAAtoIUIBo48Ra1RCQHVOk8NRc3iLuSsBVBEje4aNIefcDZG7chAZ3DUOT58fDJ8BfM9az3y3Aifc+gK5OGJo8Nx6Rt96gua2lFSsLEBEQEydOVBK/pcycOVMRFSIGRJiMHTtWuSYC4dixY0oddRnW0KFDy8SJ5HTIzlZqErq0l9kVERoiaqStvJvaFFvyWYSJiBZ5yY5ckrzOXbAsHVmAAsRyZmxBAiRgOQEKEMuZsQUJkIAHEXAFAXLm6++RPGUaAmMaKTMYEf37WEW48EQqkt+dgYw161F/6O1o9trLVtkx10jEg2nOh9RXl0PJ7IbMcqgJ6XJNFQ3SRhUe6ha8ptdUoWFqW62v5n2ovkl/IjykP3XWQ67JZ/leZmXUJHlz8fB6OQFuw8u7gQRIwBkEKECcQZl9kAAJkEA1BPKSDmHP8NGof8cgZdZDFxJsMytV0DR57ik0HHWPzfbsacA0Cd2edmmLBEiABEjAfQhQgLjPWLmkp9yG1yWHhU65EYEDDz6JojPn0HHBHIuWXJkL8fgbU3H2+0XoMP8rhDh5p6yafKMAMTdyvE4CJEACnk+AAsTzx9ihEXIXLIfipXEPJ5D26Wykfvh/SPjwXdTtc61dozUUFGD3sJEIjI1Bm08/sKttGvNcAlyC5bljy8hIwJUIUIC40mi4oS8UIG44aHS5AoHaygHJ3bMfe+99EA3uG474FyaaHZXSrGycW/IzsjdvR0ibVogaNACBsY1qbJe+6g8cGv8C4iaMQ6MHRprtgxVIgEnovAdIgAScQYACxBmUPbgPChAPHlwvCa22BMj+B59E8YWL6LRgDuDra5b2njtHIaxHV9S7vjeyNm/D6TnfocP3X5oVIcf/9T7OfjsfiWt+hn/EpfMzWEigOgIUILw3SIAEnEGAAsQZlD24D27D68GD6yWh1ZYA2dKzPxqNvhexjz9olnTegYNI/e/nSJgxpazujpuHocWbryiipKYiZ4XsuWssWn8yHeG9rjLbV21WqHxooa2+yA5a/fr1Kzs0sTp7WuvZ6o87tKcAcYdRoo8k4P4EKEDcfwwZAQmQgA0EakOA5B85ht1D70OrD6Ygou/fLPZelmNtve5mdJg3CyFtEsy239y1N2LHPYSYh0aZrVubFewhQOT8EdmiV5LdtRYKkHJSsrFI48aNebaT1puH9UiABKwiQAFiFTY2IgES8BQCFy5cQF5eHuLi4pwW0vklv+DoK28gccVi+EfX19zv+cU/4dzinyFb9zZ/4xVEXN9bU9t9Ix9BQIP6aPn+W5rqa6kkh/3Jg76c9zF69GiliTz8y+edO3eic+fOyvkcUkfqSpGzOeSAQLXIGSByurkUsSGHDsrJ5+o5IDNmzFDaq+3kXYqclj548GDl0EKxIfWlvQgJuabak++l71dffVX5TvVFzgpR/RabFCBaRpx1SIAESMB+BChA7MfSKy1xCZZXDjuDtpFA8pTpSF+xGl2WL7LIUuHJUyhKO4WLK9cifeVatP3iI7M5INJB8lvvIWPdRnT+Zb5F/VVXWU4vl9PK5XRzOXk8IiJCOf1cFRxyAKB6GGFiYqIiOuSa1JVZjoULFyoHBorgUK/JjIUIClWAyNKp8PBwpQ8RCCJG5CR0EQxiQwSOXJPPcuK5iB/1sEJ5l2vSh7oES8SH+CJiRK5LfyJCpB0FiF1uCxohARIgAc0EKEA0o2LFqggwCZ33BQlYTmD/mMfhF14HrUxyOiy1IjMocnK6LK0yV84tWIpjk99G19U/wa9ehLnqNV6Xh3V54JcHeinyLg/x8kAvIkMEgZxELkW+U6+rRkU8iJCQOvJST0SXeuoMiNhQxYw66yGCQgSDvIsNETzihxR5l2uqD9JWPW9EFSAiRtTZEmljKjooQMqHnNvw2vTnwcYkQAIaCVCAaATFalUToADhneHuBGojB2TXwLtQp0dXNP3nC5rwnf7qO5z++jt0WbagrP7+seMQcX0fNLz/LrM2Mtasx8GnnkfH+V8h2MZDCWs6SFAe/NWHf3FK/p2cnKyIA7WICJAZEHnor0qcyAyIfD9x4kRlpkIt8p0ss5L+K+eKqPkeNQkQsSOzKKo4UgWJzORQgJTfQkxCN/vnxAokQAJ2IEABYgeI3myCAsSbR98zYq8NAXJ40j9ReCIV7b/9QhNESTrf/8AT0NUJU4RL3oFDKDyZpizBku/MlZOffIFTX8xB900rzVU1e11mO9RlS5UrVyVARHyoMxVqfREWshxLxIgqCOSaKixEHIgAkVkO0yKzIdLWGgEi/clLxIb4xBmQ6n9USkhIwMCBA83eC6xAAiRAAtYSoACxlhzbKQRkxxQpI0aMIBEScEsCtSFATs+ai5RpH6HHtrWATqeZm+R9yJa8svOV1gR0MS6HEZZkZqHtrP9q7qu6imouhZqPIZ/Hjh1blrthOgMiD/ySZC6zGmqRz5JALiJGZiS2b9+uXFIFgdQVgSDLsdLT05UlXep1+V5e1ggQNV/EdLZEEtY5A1JxpDkDYvOfCA2QAAloIEABogESq5AACXgugdoQIFmbtuLAQ0+h3defIrRje4fD3XHjENS7sR+aTCrfgcqWTuVhXhLGJdFcZjD69OmjzC5UngGRmQz5TsSEzFzIjIcklov4kGvynSSGy7sID9MkdNM+pK7Mhkh7cwJE/JCdryS5XeqqOSDSp8yqqMnp8fHxZZ9FEGk5L8QWZu7SltvwustI0U8ScG8CFCDuPX70ngRIwEYCtbENb2lODrb2uglNX3ke0SOG2hhBzc2LzpyFCJDmb/0TUQNvsVtfMmMhLxEhaq6GCASZsTDN+RDxIPXkmrpLleqEXBMBI+9qYru0VWc9pI20lc/Sj+lsiNhSP6sJ8dJWtakmspsmnqtLvlShJJ/lJbZN69kNEg2RAAmQAAlUSYAChDeGTQS4Da9N+NjYiwnsHnwPQhM7odnklxxK4eKK1Tj8zMvouPBrBLdo5tC+aJwESIAESIAEtBCgANFCiXWqJcAkdN4cJGAdgVMz5yBl2sdoNf0di/I5LOmtNCcXe+4YieDmzZDw339b0pR1vZRASkoKQkJCEBkZ6aUEGDYJkIAzCFCAOIOyB/dBAeLBg+slocksXmpqaq1spHDgkfEoOJGKTgu/hm9wkN2JH331X7iw5Gd0mD8Hwc3Lt8K1e0c06DEEmITuMUPJQEjApQlQgLj08Li+cxQgrj9G9LBmArWRhK56lH/4KHYPG4n6dwxCs1dftOtQXVi2Akcm/RPxL05Eg3uH29U2jXkuAQoQzx1bRkYCrkSAAsSVRsMNfbF2G95ffvkFt956qxtGTJc9jUBtChBhefqrb3Hi3Q/Q8r03Ue+m6+2CtyQjUxE2+vZtkfDhVLvYpBHvIEAB4h3jzChJoLYJUIDU9gh4Sf+y177s/y+v+fPn4/PPP8fw4fxV1kuG36XDrG0BInCSxj2LzHUbEfv4g8rLlpK+YjWSp05HSXoGOi74GoFxsbaYY1svI0AB4mUDznBJoJYIUIDUEnhv6LawsLBMdCxYsAAFBQXw9/dHcXGxcoAhBYg33AWuH+PBgwdx/vx59OrVq1adTfn3f3Bq1lyEJXZC3HNPI7RjO4v8MRQW4sTUGTj7/SKEX9sTTZ5/mnkfFhFkZRIgARIgAWcRoABxFmkP7Ud2TJESFxenvGdnZ5eJDtnfv6SkpEx0mCKgAPHQG4Jh2UQgc8MmnHh3BvKPHEPjpx5B1MABCGgYXaNNQ24esjZvRfLUGShMTUOT555Gw1F32+QHG5MACZAACZCAIwlQgDiSrhfYlun6vLw8xMbGKsJjyZIlStTqTEd1CK655hps3LjR6YRGjRrl9D7ZIQlYQsAHwLWp59D5XMalv6X6UdC3awN929bQt28NXVgYcvcdQN7+JOTuS1LEipQz9cKxKjocF4IDLemOdQF8+eWXTufwwgsv4J133nF6v+Y65Da85gjxOgmQgD0IUIDYg6IX2xABcuzYMQQFBeGHH35AcnIydDodSktLa6RSWwLEVYeqa9euruqax/uVm5uLoqIiREREuFSsDY0+aGL0QUJgCFoFBCEyNx+64pIyHzPr6HHCx4i9OVnK+zEfg0v5X9mZbdv+n70zga6qut74DgQDgZCESYYEgkAIiDI4tKYq0NpqRQ2gxllAqVJUAipoqy2gtf8CDgQttE6AolaUyaFFrTLYYhWFoEwJIISEmZBASMKU5L++iye+hCTvvvfuve8O310r6yXvnrPPPr99be/HPvucNbb2z2rnbr75ZnnrrbesHtbveKwB8YuIDUiABAwgQAFiAEQvm6i5De+XX36pZUIgRrZs2SIRERGCAvSaF5dgefmpsdfc7VCErpcIsh3lR4olukd3adCYmQ693NhOPwEKEP2s2JIESCB4AhQgwbNjTxGp7xyQtWvXakuyIEbWr19fjRcFCB8fuxBwkgCxCzP64V4CFCDujS1nRgJ2IkABYqdouNiXDRs2aGIEW/B+88033AXLxbF22tQoQJwWMfprJgEKEDPp0jYJkIAiQAHCZ8FyAlialZWVxW14LSfPAWsjYJdteBkdEiABEiABEvAKAQoQr0TapHnW3IbXpGFolgRIgARIgARIgARIwCUEKEBcEshwTaO+GpBw+cRxSYAESIAESIAESIAE7EuAAsS+sXGEZxQgjggTnayHAJdg8fEggR8JsAaETwMJkIAVBChArKDs4jEoQFwcXI9MjUXoHgk0p6mLAAWILkxsRAIkECIBCpAQAXq9OwWI158A58+fAsT5MeQMjCNAAWIcS1oiARKomwAFCJ+OkAiwCD0kfOxsAwIUIDYIAl2wDQEKENuEgo6QgKsJUIC4OrycHAmQgD8Cq1atkvz8fElPT/fXlPdJwPUE8I9K0dHR0rJlS9fPlRMkARIIHwEKkPCx58gkQAIkQAIkQAIkQAIk4DkCFCCeC7mxE2YNiLE8aY0ESIAESIAESIAE3E6AAsTtETZ5fhQgJgOmedMJcBte0xFzAAcRYA2Ig4JFV0nAwQQoQBwcPDu4TgFihyjQh1AIsAg9FHrs6zYCFCBuiyjnQwL2JEABYs+4OMYrChDHhIqO1kGAAoSPBgn8SIAChE8DCZCAFQQoQKyg7OIxuA2vi4PrkalRgHgk0JymLgIUILowsREJkECIBChAQgTI7iRAAs4mwG14nR0/em8sAW7DayxPWiMBEqidAAUInwwSIAESIAESIAESIAESIAHLCFCAWIbanQPNnz9fmxgPcXNnfDkrEiABEiABEiABEjCaAAWI0UQ9Zo9F6M4M+I4dO2Tu3LkyceLEqgnMmTNHBgwYIElJSaLu42ZcXJwMGzZM+8SVlZUlS5Ys0X5HW9zDhT7Lly/X2q1bt66abTtTKigokNLSUklMTLSzm/SNBCwhgH9USkhIkNTUVEvG4yAkQALeJEAB4s24GzZrChDDUFpqCEJh4MCBUllZWTUuxMekSZM0EQIRgd/79Okjixcv1gTFsmXLNIExZMgQycjI0NqNHTtW+5w+fbp2D39DlKAf+jvhYhG6E6JEH60iwCJ0q0hzHBLwNgEKEG/HP+TZU4CEjDAsBuoTIBAQnTt3lrVr12pCQmU38P3gwYM1gQHBgauoqEji4+M1IaNsFhYWVmVLwjK5AAelAAkQGJu7mgAFiKvDy8mRgG0IUIDYJhTOdAQ7COFiut5Z8fOXAUEmA0uykCVBhkMtwcLvubm5mghRF2whO4IL/bBEy0kXBYiTokVfzSZAAWI2YdonARIAAQoQPgck4EECtQkQZDuQ2YDIwIXsBtrhu8OHD2sZEVUjMnz48GrU0BfCA8uu0MdJFwWLEHfNAAAgAElEQVSIk6JFX80mgH9UatWqlSQnJ5s9FO2TAAl4mAAFiIeDz6l7lwAKxrHMSi2XUn8jk4HsBsQEllspIYJlVmiLDAcuZEfUvRUrVkhaWpomPJwoQLz7FHDmJEACJEACJBAeAhQg4eHumlG5Da9zQ4lsBoQFshfbt2/XRAeyHaqIfMSIEVotB75X9yFU0A+F6LgH0dG7d++qInQKEOc+D/ScBEiABEiABKwiQAFiFWmXjsMidP2BLS8rk9JNOVK6KVsiW8RL054p0rhT+LZ+xRIr7HCFC9kOiAuIDwgLdU9957vkSi3NUlkSVaiO79Fe/a2fTHhbchve8PLn6PYiwG147RUPekMCbiVAAeLWyFo0LwqQukGf2LdfDv17eZXoKN2y7YzGkc1jJLpHd02MRPdIlpZXXWFR5DiMIsAaED4LJPAjARah82kgARKwggAFiBWUXTwGBUjtwT2w+EPJm5Ypp4qPSpOu50hTH5HR9NwUOVlwSMuElGzIlhJ8btwspwqLJP7nl0vH8WMkqkN7Fz819poaBYi94kFvwkuAAiS8/Dk6CXiFAAWIVyJt0jy5DW91sBAWO6dmSsG/PpEWv/q5dJqQIY3atNZFv+DDj2TntBlSUXZMEsePkTY3pOnqx0ahEaAACY0fe7uLAAWIu+LJ2ZCAXQlQgNg1MvTLcQQKPvhIcqdOl8oTJ6Tj+Axpff11Ac/h5KFCyZs2Qw5++JG0+OVA6TghQ846u03AdthBPwEKEP2s2NL9BLgNr/tjzBmSgB0IUIDYIQr0wfEECpd9LlsyHpH4X/Q/vYSqfbuQ5nRgCZZwzZAmXc6RHnNnhWSLnUmABEiABEiABEjATgQoQOwUDQf6wiVYIhXHjsl3Q2/X6jZSXpphWBQPr/pSskeNk4TRI6X9qLsMs0tDJEACJEACJEACJBBOAhQg4aTvgrFZhC6y48mpsv+dxdLr3dckOrmroVHd+czzsnfuW9Lz9RelWe9ehto2y1hERITgQEN1onqo49R2anttNvW2q9mX2/CGGiH2dxMBLsFyUzQ5FxKwLwEKEPvGxhGeeV2AFP57uWx58PeS+NAD0m7YLabEbP0Nd0qDqCjp+cZLptg32qgRAgQnreNMERxsqPcKVoCwBkQvYbbzAgEWoXshypwjCYSfAAVI+GPgaA+8LEC0pVdpt0jjzknS/W/PBRTHva+/LU1TuknMRf389jv85deS/Zsx0v6e4ZJw/z1+2wfSYO7cuVUHEA4bNkzripd/HEi4bt067ZRzZDIgBtAWFw4qzMjIqBoGBxIuWbJE+xs2OnfuXC0DkpmZqfVX/fCJa/LkyZKWliYrVqzQTlvHOOgPIYF7yh6+x9gTJ07UvlO+4OBD+Ik+6lT2gQMHSmVlZSAIhAIkIFxs7HICFCAuDzCnRwI2IUABYpNAONUNnJqLKz093alTCNrvw6u+kuxRY6XXP16V6J4puu0UfrZStox9VDqMuks6jB6pq9/3v58spVu/l17zT4sAI64hQ4ZoL+tjx46V6dOnS3x8vMyePbtKcOB0dPzgJb9v376a6IAYQFtkORYtWqSdmA7Boe4hYwFBoZZgQRDExsZqY0BYQIxs375dEwywAYGDe/gbp61D/OAkdYyLT9zDGEpYQHzAF4gR3Md48A/9mAEx4qmgDa8ToADx+hPA+ZOANQQoQKzhzFFcSGDPK69L/gsvykVrVopEROia4fFde2TTXfdpBw5GxjTTLUD2vv4P7YyQC1cvlwZRZ+kaq75GeFnHCz9e6HHhEy/xeKGHyIAgWLx4sXYP36n7yibEA4QE2uAH9pQdlQGBDZU9UVkPCAoIBnzCBgQP/MCFT9xTPqAvfvcVFhAjKluCPr73KEBCfixogAQE/6iUkJAgqamppEECJEACphGgADENLQ27ncDWhx+XE3v2BVSbsWnEaGl7x81SujlHw6M3A1L8TZagb8/X/i7N+pwXMlr1Yq+Eg69BvPirl398j99zc3M1caAuiABkQNC/NnGCDAi+HzdunJapUBe+w5IpjF+zVkTVe9QnQGAHWRQljpQgQSYnWAESMkwaIAESIAESIAESCIgABUhAuNi4JgEvb8O77uobJDb1J5L0+HhdDwbqPo58vUaSM6fIrpkvByRAykvL5Juf/kI6PTpOzr71Rl3j1dcI2Q61bKlmu9oECMSHylSo9hAWWI4FMaIEAe4pYQFxAAGCLIfvhWwI+gYjQDAefiA24JMRGZCQYdIACZAACZAACZBAQAQoQALCxcY1CXi1CP1UYZGs6X+1dJ70O2k99Fq/D4ZaenXeO3OlYfOYgAUIBvhuyG3SrFdP6fzkY37H89dA1VKoegz8PWLEiKraDd8MCF74UWSOrIa68DcKyCFikJFYu3atdksJArSFQMByrMLCQm1Jl7qP7/ETjABR9SK+2RIUrDMD4i/ivE8C+ghwG159nNiKBEggNAIUIKHx83xvrwqQw198Jdn3jpVe8+dIdEqy3+cgJ+MRiZAIiU7pprU9snqN9tk67WpplTbIb380+P6xJ7WlW70WvK6rvb9GeJlHwTgKvpHB6N+/v5ZdqJkBQSYD30FMIHOBjAcKyyE+cA/foTAcnxAevkXovmOgLbIh6O9PgMAP7HyF4na0VUXoGBNZFVWc3qlTp6q/IYi4C5a/qPM+CdRPgEXofEJIgASsIEABYgVlF4/hVQFyYu8+yfrVEOnyfxOl5aAr/UYYwqG8+GhVuwNLPtR+b3v7TboEDNpuuPkuadwpQbpMecLveHobIGOBH7XrFPpBICBj4VvzAfGAdrindqlSY+AeBAw+VWE7+qqsB/qgL/7GOL7ZENhSf6uCePRVNlUhu2/huVrypYQS/sYPbPu208uA2/DqJcV2XiBAAeKFKHOOJBB+AhQg4Y+Boz3wqgBB0Nb+4jppedUV0nH8mIBjGGgNSGV5uazud7kkjhst7YbfFvB47FA3AQoQPh0k8CMBChA+DSRAAlYQoACxgjLHcCWBLQ9MkPKSEkl59a8Bzw81IbiiOrTT1bdk/UbZcOtISXn5eWl+8QW6+rCRPgIUIPo4sZU3CHAbXm/EmbMkgXAToAAJdwQ4vmMJ7Jr1iuyZ+6Zc+L9PTZ/D/rcXyo6nnpZ+//1IImNiTB/PSwMUFBRIaWmpJCYmemnanCsJkAAJkAAJhI0ABUjY0Ltj4Ly8PG0iXnx5K1z+uWwZ84j0WjhPorueY2pAt0/6ixxdu07OW/KWqePQOAmQAAmQAAmQAAmYTYACxGzCLrfv5RqQkwcLJOuqodLyyivknKf+YFqky7Z+L98NvV3a3JAmSX98xLRxaJgESIAE8I9K0dHR0rJlS8IgARIgAdMIUICYhtYbhr0sQBDhfW8vlNynnpZznvqjtLr2KlOCnn1PhhzL2yW9Fr4uDZs0MWUMLxtlDYiXo8+51yTAInQ+EyRAAlYQoACxgrKLx/C6AEFot4z7nRR/kyXnLZwnjVoZ+6+Ge2bPk7znZmqnp8cNvMzFT1L4pkYBEj72HNl+BChA7BcTekQCbiRAAeLGqFo4JwoQkeO798j6obdLXP9LpcuUyYbRx9kh69OHy9k3Xy+dfv+QYXZpqDoBChA+EW4lgENBDx06JL1795ZzztFXp0YB4tangfMiAXsRoACxVzzojUMJHFj4nqBQvO0dNwd1LkjNaRd/vVZyp2ZKRVmZnLfoDYmIjHQoGfu7TQFi/xjRw+AIQIC8+eabWucWLVrIBRdcIOeff74kJyfXaZACJDjW7EUCJBAYAQqQwHixNQnUSWD332dL/l9fkiZdz5FOEzKk+U8vCopW/vN/l90vzZWm56ZIxwkZEtO3d1B22EkfAW7Dq48TWzmPgK8AgfcNGzaU8vJyad68uSZGkBnp0aOH8yZGj0mABBxPgALE8SEM/wRWr14t8fHx4XfEBh6cytkmx+e+Jcc35Ui7EbdrJ5frvY5mfadlPXDoYJPrr5Umt92otyvbkQAJkMAZBLKysuSTTz454/uIiAhp0KCBJkaaNm0q/fr108TIeeedR4okQAIkYAkBChBLMLt3EKTr8/PztYPceP1I4KLdB+X83D0S2fZsad6rh0T36K5lNPDZKD5Oa1i2bbuUbNgsJZuypXRTthSvWSelLeNlRdt42d28KXGSAAmQQEgEunXrJlu2bPFrA2KkoqJC4uLitFoRLNO65JJL/PZjAxIgARIIlgAFSLDk2E8jAAFy9OhRGT58OInUIHBiw2Y59vkXUrE9V05s+V4qT57UWjRO7CAnCg5JRWmZ9ndkm1bSqOs50qBzJ2l281BytJjAt99+K/v27ZNf/vKXFo/M4UjAXAJr1qyRpUuX1jqIWo4VGxtbtRwrJSVF+9901Ihce+215jpH6yRAAp4mQAHi6fCHPnnugqWfIXa1Ktm4WUo35Uhki3hp2rO7lhE5q01r/UbY0nACLEI3HCkN2oRAzRoQLL2qrKzUDhnEsqs+ffpI165dq3lLAWKT4NENEnA5AQoQlwfY7OlRgJhNmPbNJkABYjZh2g8XAV8B0rZtW010YHlV586d63SJAiRc0eK4JOAtAhQg3oq34bPNy8vTbCYmJhpumwZJwAoCFCBWUOYY4SAAAVJcXKwVmOv932gKkHBEimOSgPcIUIB4L+acMQmQgA+BnJwcOXjwoKSmppILCZAACZAACZCABQQoQCyAzCFIgARIgARIgARIgARIgAROE6AA4ZMQEgHWgISEj51JgARIgARIgARIwHMEKEA8F3JjJ0wBYixPWrOewKpVq7SzbNLT060fnCOSgM0IsAbEZgGhOyTgUgIUIC4NrFXTogCxijTHMYsAi9DNIku7TiRAAeLEqNFnEnAeAQoQ58XMVh5TgNgqHHQmCAIUIEFAYxfXEqAAcW1oOTESsBUBChBbhcN5znAbXufFjB5XJ0ABwieCBH4kQAHCp4EESMAKAhQgVlDmGCRAArYlwG14bRsaOhYGAvhHpejoaO20dF4kQAIkYBYBChCzyNIuCZAACZAACZAACZAACZDAGQQoQPhQhERg/vz5Wn/uIBQSRnYmARIgARIgARIgAc8QoADxTKjNmSiL0M3hSqvWEeASLOtYcyT7E2ANiP1jRA9JwA0EKEDcEMUwzoECJIzwObQhBFiEbghGGnEJAQoQlwSS0yABmxOgALF5gOzuHgWI3SNE//wRoADxR4j3vUSAAsRL0eZcSSB8BChAwsfeFSPjFGlcqamprpgPJ+E9AhQg3os5Z1w3AQoQPh0kQAJWEKAAsYIyxyABErAtAYjo/Px8bqRg2wjRMSsJcBteK2lzLBLwLgEKEO/GnjMnARIgARIgARIgARIgAcsJUIBYjtxdA3IbXnfFk7MhARIgARIgARIgAbMJUICYTdjl9lmE7vIAe2B63IbXA0HmFHUTwD8qJSQksK5PNzE2JAESCIYABUgw1NinigAFCB8GpxNgEbrTI0j/jSQQbBH6zp07pWPHjka6QlskQAIuJkAB4uLgWjE1ChArKHMMMwlQgJhJl7adRiAQAfLvf/9blixZIgsXLpQvvviCAsRpwaa/JBBGAhQgYYTvhqG5Da8boujtOVCAeDv+nH11Av4EyIcffijvvfeeLFiwQAoKCqRRo0Zy8uRJyc3NpQDhw0QCJKCbAAWIblRsSAIk4EYC3IbXjVHlnIIlgP8eWrVqJcnJyZqJiooKLcuhMh3FxcVVosN3DAqQYImzHwl4kwAFiDfjzlmTAAmQAAmQQK0Ejh07ViU6Fi1aJPhbZTrqQjZu3DiJjY0Nmmj//v1lwIABQfdnRxIgAWcRoABxVrxs5y2XYNkuJHSIBEiABIImsGvXrirx8fHHH2t2IiMj5dSpU0Hb1NNx2bJlFCB6QLENCbiEAAWISwIZrmmwCD1c5DmuUQSwjr20tFQSExONMkk7JOBYAr7b8B44cKBKjHzwwQfanOrKhAS7BGv58uUycOBAMUqAnDp8RBo0aSwNzjrLsTGg4yTgBQIUIF6IsolzpAAxES5NW0KAReiWYOYgDiFQVxH64cOHNTGCAvTFixdLeXl5NTESDgFSXnxUSjZlS8nGzVK6KVuObsiW4zvzNNLRKcnStEd3aXpuikT3OP17RGSkQ6JAN0nA/QQoQNwfY1NnSAFiKl4at4AABYgFkDmEYwj42wULEykrK6sSI6pGxEoBUnHihORNmyH73l54mmtEhCYymvWE2OguFWVlUrIxWxMnx7bnVrFPfPA+aTf8NsfEgo6SgJsJUIC4OboWzA3pelzp6ekWjMYhSMB4AhQgxjOlRecS0CNAfGeHTAgyIxdeeGFQ2/AGugSraMV/Zee0GXJsZ55AUMRc0Eea9kyRiIYNa4V+qrhYSjflyKGPP5P98xdJ80sulk4TMqRJl87ODRI9JwEXEKAAcUEQOQUSIIHgCVCABM+OPd1HoOY2vGbPULcAqaiQ3GmZsu+NdyTmon6aiIju3i0g9wo/XaGJl+O790jHCRnS9vabAurPxiRAAsYRoAAxjiUtkQAJkAAJkAAJBEBAjwCpPHVK1t84TMq2bZeEB+6V9r8ZFsAI1ZuWl5ZJ3rRM2b/gPWl51RXSZeoTQdtiRxIggeAJUIAEz449RYTb8PIxIAESIAESCJaAHgGS++dnZN8/Fsi5b74iTXv1CHaoav0OLPpAtk/8syRNelTaDL3OEJs0QgIkoJ8ABYh+VmxZCwEWofOxcDoBbsPr9AjSfyMJ2G0JVuGyz2VLxiOSOHa0tLvrdiOnKtsm/FGKPl8lvRbMk6j2bQ21TWMkQAL1E6AA4RMSEgEKkJDwsbMNCLAGxAZBoAu2IRBoEXqojteXAak4dky+G3q7RHVoLykvzQh1qDP6nzhwUNZff4fEXNhXuj37Z8Pt0yAJkEDdBChA+HSERIACJCR87GwDAhQgNggCXbANATsJkB1PTpX97yyWXu++JtHJXetltGvmy9p2vL5Xq+uulqgO7ertV/D+Utn22BOS9Ph4aZM+xJA4QFStWLFCMjIyJC4uLiibAwYM0E6GnzRpUlD99XSyYgw9frCNNwlQgHgz7obNmgLEMJQ0FCYCFCBhAs9hbUnALgIE2YmsX1wnHR8eI23vvNkvq6/OT5UOo+6qLkDSBvkVIOjw/WNPyNFvN8j577/tdxw9Dfr27SuVlZUyfPhwGTt2rJ4uWpuIiAitHy6zxEHnzp1l+/btun3y19Boe/7G4333EKAAcU8sORMSIIEgCFCABAGNXVxLAGc7JSQkSGpqqiVzrGsJVtHKVZJz/8O6sh9wFALk4m9XBeUzsizItvT7fKlExjYPyobqlJWVJYMHD5Y5c+bIiBEjqr3sY65KXOBzx44dMnfuXJk4caKMGzdOpk+frmU8hg0bViVecAI92iGTgoyK7zg4f6WoqEj69++vjYkLY6B9UlKSdj6L6ofPyZMna/bVGGiLdhA7qi8yN2gLH1T2BnOCLVy+ftS0B1sq+4O2vXv3rvIrJKjs7EoCFCCuDCsnRQIkQAIkQAL2J1CXANn999my+5XX5cKvPvM7ifIjxfLNpVfKBf/5SEpztkrDZk0lOiXZbz/VoGTDZtlwy12S8mKmNP/pRbr71dYQWQ+8pENM4IUcQkS94KvlVOpTzR1ZD7SHCFm2bJn06dNHe3GHHXzCDjIp+IF99MP36IM2sIe/lbiAqMHLP9pjfJxSD7u1jaGWeeEe2sIGBAdsrF27VhMzyOjMnj27yg/0Qfua9uAX/PP1K9AsUEjw2dlRBChAHBUu+zmbl5enOZWYmGg/5+gRCZAACZCArQnUJUCw89WpoiPSY+4sv/4Xr14jm+6+X6sTaRjTTI7v3qstvUqe/hdp2DzGb//KigpZ3e9ySRwzKqSdtpCNwJIkvLhDNOBlHi/weLHHVZ8A8RUjaIuXfAgRvMyrvhAGixcv1sQGfvByj0uJhMLCQm0MjIfvcKGPWhJW2xhKgMTHx1eJH/TDuCqrgnnBF1ywoTI7tdmDT8ovjD1kyBBDl3z5DSYbOIYABYhjQmVPR1kDYs+40Cv9BLgNr35WbOl+AnbZhjfrV4Ml/uf9pdOj4/xCRwakNHuLdkK6urKuHKqddN72Dn2nnW+8daSc1aGddJ32pN/x6mqAF38sS1KCAyIAL+MQBipT4StEfF/ga3uZRwZDiQAIC7TBD0QO7PkWuON7ZFJ82yk/VW1JXQIEYyiRUtvcMjMzNeGDC2IEwgJj1bSHcSBUavMraKjs6FoCFCCuDa01E6MAsYYzRzGPAGtAzGNLy84jYIci9BP7D0jWFWlyzlN/kFbX/jooiLlTpktkTDPpMHqkrv47/jRNDn/xlfT+8B1d7WtrpF7ifV/AIULU8qlAMyBo77t8SwkQtSRLZSWULyqbodrpFSDwDxkQVQDvOzcIKJV5UTUeAwcOrFWAKJFVm19BQ2VH1xKgAHFtaK2ZGAWINZw5inkEKEDMY0vLziNgBwFysrBI1va/WjpPfFRaX+//lPLCz1ZK4bKVcs6Tj1cBDzQD8v0fn5KSbzfKeYvfCCpoqi5DFYwrIyorgp2naluShYxJbdkEiAlkJtQuWr6ZDVUXopZnISuB4vG0tLSgMiCwDXHhu+wKy6xQ9I7xfbcDhiBBfUhtPsMviA8ltMAC9ScokudFAjUJUIDwmQiJAAVISPjY2QYEKEBsEAS6YBsCdhAggPHtNekS85MLpfMfJvhlgyVYm+66T6v3aH5RPzmyeo1IZaUkZ07RVQOCAdbfOEyik7vIOU/90e94tTVQdQ9q+ZVvG2QG1BIm1ESotqgVgXDAy7yq1cALP1780cb3xd9XgKAt7kEkKNt4yVe7aNWVAYFQgdBQ4sJ3DPiH7zE+7EMwwQ6+R3E8voegiI2NFSzJgj/YvQvjY05q16yafuH7QLYiDgo+OzmSAAWII8NGp0mABIwiQAFiFEnacQMBu2zDu3X8H+T4rt1y7puv6MaKYvSSzVukaUq3avUg/gxUHDsuX188UDpOyNDqRoK58LJes/5B2cELPV7U8fKvljOpInMlJtAWNvA3hIHKpKAPLvztWwyO31V7lXmorZ2yq5ZyqfGVoFB+oR3uqa15Ve2J6q8yPJgj2vn6CdEFn+FrXX4Fw5R93E2AAsTd8eXsSIAE/BBgETofERIIH4G6dsHaM3ue5GXOkou++VwiGjYw1cGja7+VjcNGSY85sySmX29Tx6JxEiCB0wQoQPgkkAAJkAAJkAAJhIVAXQLk8P9WS/Y9GVoGpGmvHqb6tu+NdyR3ynPamSMNGjc2dSwaJwESoADhM2AAAdaAGACRJkiABEjAJgRwtlN0dLS0bNnSEo/qEiDqcMH2I++UhDGjTPUlZ/RDcnzffjlvweumjkPjJEACPxJgBoRPQ0gEKEBCwsfONiDAGhAbBIEu2IaAXYrQAST/+Rdl90tzJOXl56X5xReYwmjv6/+QndNmSNdnnpIWvxxoyhg0SgIkcCYBChA+FSERoAAJCR8724AABYgNgkAXbEPATgIEUDbcOlIqT56QXu+8Zjij0i3bZP31d0ibG9Ik6Y+PGG6fBkmABOomQAHCpyMkAhQgIeFjZxsQoACxQRDogm0IPP744/Lee+9ZtgQLE8cyrGXLllUduucL42jWd7Lxznul3fBbJfHB+w3lhBqTY3m75LxF81j7YShZGiMB/wQoQPwzYot6CGC9MK7ExERyIgFHEqAAcWTY6LRJBMIhQDAVnCmhtoqtObVds14R/HR99s/S4ooBhsx896uvS/70WdpZIXEDLzPEJo2QAAnoJ0ABop8VW5IACbiQALfhdWFQOSXXEcgeNU4Or/pS2tw4WDuvo0FUVFBzLNu2XXZOy5TDq76Ss2+7UTo9Mi4oO+xEAiQQGgEKkND4sTcJkAAJkAAJkIAFBPbOfUt2PvO8RCW0l04TMiRuQGCZi73z5kve0zPkrLZtpOPDYyTeoGyKBVPnECTgOgIUIK4LqbUTYg2Itbw5GgmQAAmYScDqbXgDnUtpzlbZOTVTjnz1jZx9yw3SrHcvadozRRondazVVMnGzVK6KUcKl38uRSv+K62HXKtlUBo2jQ50aLYnARIwkAAFiIEwvWiKAsSLUXfXnFkDUkc8KyuldFO2HN2YLZHNY7SXPPzLMy93E7B6F6xgae55dZ7sfeNtOXmgQDPRMKaZ9ow27dFdKsrKtOcWz2/lqVPa/cadEiXhvt9Ii6uuCHZI9iMBEjCQAAWIgTC9aIoCxItRd9ecKUBOx7P8aIkc+vhTKdmUIyUb8K/G2VJZXl4t2JHxcdoLHl70onsmS4sreG6Cu/5rEHGKAFHcj+/eqz2rKtNxdONmaRjd5MfnVHteu0tkXKzbQsX5kICjCVCAODp84XeeAiT8MaAHoRGgABE59O/lsnPqdDmxd7+W5dAERo/u0qxnd+3z1JHiH17yTv+rMl7ycFJ1XP9LtbX4UYkdQgsCe9uGgNMEiG3A0RESIIGACFCABISLjWsS4Da8fCacTsDLAqTi2DHtFOj97yyW2J/9VDqOHyNNzknSFdKCf32i9T1VXCydxmdIm/Qhuvqxkb0JUIDYOz70jgTcQoACxC2R5DxIgASCIuDVbXgLl32ubUd6PH+3tiNQ2ztvDpjfqcIi2fn0DDn4/lJtRyEIkbPanR2wHXYgARIgARLwFgEKEG/Fm7MlARIgASn+eq1suus+af6TC7WsR3Ry15CoHHzvX5oQierQTs5969WQbLEzCZAACZCA+wlQgLg/xqbOcP78+Zr99PR0U8ehcRIgAeMIrE8fLhENGxgqFo6sXiOb775f2o+8UxLGjDLOWVoiARIgARJwHQEKENeF1NoJsQjdWt4czXgCq1atkvz8fM+I6LznZsqe2fOkx5xZEtOvt6FA859/UXa/NEdSXn5Bml/cz1DbNGYNAdaAWMOZo5CA1wlQgHj9CQhx/hQgIQJk97AT8AwKAuoAACAASURBVFIR+uH/rZbsezKkw70jpMN9vzGF/cZbR0rFyRPS653XTLFPo+YSoAAxly+tkwAJnCZAAcInISQCFCAh4WNnGxDwkgBZf/0d0qBJY+k57yVd5ItXr5ED7/1TImNipNV1v5bolGS//YrXfiubho2StsNulY4P3e+3vZ4Gy5cvlxUrVmhN+/fvL3FxcdrfGRkZVd2LiookMzNThg0bJklJP+7kNWfOHO1v2IiIiKh1uJp99Pjk1jYUIG6NLOdFAvYiQAFir3g4zhssX8GVmprqON/pMAmAgFcEyNHvNsjG234jKS8/L80vvsBv8A8u+VD2vv62dBg9UsqLiyV3ynQtq4FCc39X7lNPS9GqL6X3h+/4a6rrPsQDfiAmhg8fLoMHD5a+fftKYWGhJkZwLV68WIYMGSKzZ8/W2qgL99EvKyur6rvJkydXEypo7ytadDnl0kYUIC4NLKdFAjYjQAFis4DQHRIgAWsJ5OTkyMGDB10vove/vVB2PPW0XPDfj6VhTDO/kLOuHCrJmX+pynqUbs6RqPbtpGHzGL99Dyx8T7ZP+ov0W/kvQ0+gHjBggOBn0qRJmmCYPn26JkZwKdGBTAjECC6IDgiVysrKaj4jE7Js2TLNFq/qBHC2U3R0tLRs2ZJoSIAESMA0AhQgpqGlYRIgARKwDwEIgqNr18l5S97y6xSWXuVkPCJ9li4UnBfSsHkzaX5BX13iA8ZLNmXLhptGSPe/PSexqT/xO57eBr4CZOzYsQKxgewGLrXMqk+fPtr3uCBUIEKUIFHjUIDoJc52JEACJGAOAQoQc7h6xiq34fVMqDlRhxPA1rs45bzLXyb5nQkESO7UTGnYrKk0v6iflGRvkdLsLXLe/Lm6RcjqC/pLwm/vlnYj7/Q7nt4GvgIEomLcuHGyfft2TWQgA4JPtEFmBEIEv+N73yVZGIsCRC9xtiMBEiABcwhQgJjD1TNWWYTumVC7dqJe2Ia38uRJgSDQe+I5BMimu++XC/7zUZXgWH/DndIqbZC0veMmXc/Cxtt/I2e1aS1dn/2zrvZ6GvkKECUkIEAgRnbs2KEJD/wgA4IMSXx8vCZQatZ3UIDUTZs1IHqeRLYhARIIlQAFSKgEPd6fAsTjD4ALpu+FIvSS9Rtlw60jJeWVF7SMhr9LCZCLvz29yQSuXTNf1j5RlK7nyv3zM1K4cpX0WbpAT3NdbWoKENR/4DsUqKvidGRBID7wo5Zg1TROAUIBouuBYyMSIAHTCFCAmIbWG4YpQLwRZzfP0gsC5NSRYllz6ZWS9Ph4aZM+RFc4axahB5oB2fybMRIRGSndZz2ra7zaGkFgqGJz3K9ZeI76D2Q/IECQAVE7YuETffGJjAgFiP4QMAOinxVbkgAJBE+AAiR4duwpIqwB4WPgdAJeECCI0XfX3SwxF/SRpImP6goZtuHF1rtt77hZSjdvkeO7dkuPV/+quwYEgqfNTddLwgP36BqvtkaqpgPb60JgYNtd3+108R1qPSBMfL+H+FiyZImsXbtWu08Boj8EFCD6WbElCZBA8AQoQIJnx54kQAIuIOCVbXi3PTJRynbslF5vz9YdNWy9e2T1Wu3sj+YX6t8F69iOnfLtdTdr9R8trghtq1uIDGQ5IDKw3EplOdQkkP3APd86D/TBT13b7KIPhElNW7rBuLght+F1cXA5NRKwEQEKEBsFg66QAAmQgFkE9sx5U/KefUEuWrNSWxpl5lXwr08Egqf30oUS1b6tmUPRNgmQAAmQgAMJUIA4MGh2cpknodspGvSFBOomcOSrNbJ55P3Sc96L0uz8Xqai2vnM83Lonx9Ln0/fN3UcGicBEiABEnAmAQoQZ8bNNl6zCN02oaAjQRLwyhKsitIyWXtFmsT+7CfSddqTQdLy3+3E3n3y3dA7TB/HvydsEQwB1PUlJCRIampqMN3ZhwRIgAR0EaAA0YWJjeoiQAHCZ8PpBLxShI44HVj0gWyf+GfpPOlRaT30OlNCt/Whx+Twl1/L+YvekEatW5kyBo2aR4BF6OaxpWUSIIEfCVCA8GkIiQAFSEj42NkGBLwkQIB764Q/StHK/8r5C9+Qswyuzzjw7hLZ/sQUOedPj0ur6662QXTpQqAEKEACJcb2JEACwRCgAAmGGvtUEeA2vHwYnE7AawLk5MECWX/9HdKsX2/p9tz/GRY+bNP73ZDbJf4X/aXL/000zC4NWUuAAsRa3hyNBLxKgALEq5HnvEmABDQC2EghPz9f0tPTPUPk4PtL5fvHnpCzb0uXThMyRCIiQpo7tuvNnZopZd/v0JZeRcbHhWSPncNHAP89tGrVSpKTk8PnBEcmARJwPQEKENeHmBMkARIggTMJ7H5pjuQ//6I0OaezdJyQIbGpFweFac/seZL33Exp3ClROk4YK3GXXRKUHXYiARIgARLwDgEKEO/E2pSZ4tAqXImJiabYp1ESIAHzCJSs36hlLo5mfSdth90qHR+6X/dgZVu/1/oe+d9qOfvm66Xj+DES0aiR7v5sSAIkQAIk4F0CFCDejb0hM2cRuiEYaSSMBILdhregoEBatmwZRs+NG3rXrFcEP8hiRPfoLk17JEvTninaT8OYZtpAqPEo2ZgtpZuypWTjZjm86iuJ6tBeW8IVN/Ay45yhpbAS4Da8YcXPwUnAMwQoQDwTanMmSgFiDldatY5AIEXoe/bskSVLlmg/aWlpMmrUKOscNXmk4rXfSsEHS6XkB4EhFZXaiI2TOkr5kWI5eahQ+zsyLlaa9uyuCZX29wyXhk2amOwZzVtJgEXoVtLmWCTgXQIUIN6NvSEzpwAxBCONhJGAPwGSm5urCY5FixbJ8uXLqzydNWuWqwSIbwgqyyuqMh3IdkTGxkp0j2Rp1jNFojomhDFaHNpsAhQgZhOmfRIgARCgAOFzEBIBCpCQ8LGzDQjUJkC2bNmiiY6FCxfKF198oXnZoEEDqaio8IQAsUFY6EKYCFCAhAk8hyUBjxGgAPFYwDldEiCB6gTUNrw9e/aU9957TxYsWCBr1qzxiwnb9v7sZz/z244NSMBJBLAl9ciRI7kNr5OCRl9JwIEEKEAcGDS6TAIkYByB3bt3a9kOiI+lS5dqhiMjI+XUqVP1DnL55ZfLypUrjXOElkjABgQuu+wyPtc2iANdIAG3E6AAcXuETZ4ft+E1GTDNW0oAO1upInMIElyNGjWSkydPnuHHzJkzLakBKS8rk9JNOadrMjZlS0VxiTRJ6aYVgTc7N0UatW5lKSMO5m4ClZWV2nJDXiRAAiRgJgEKEDPpesA2a0A8EGSXTxGio7S09IyzbIqLi6vEyOLFi7WMiK8YMbMIHVve7pr1qiY6Srdsq4pAdHJXbVtcFIZXlB3Tvj+rbRttu9zWQ66RuP6XujxanJ7ZBHgSutmEaZ8ESAAEKED4HIREgAIkJHzsbAMC/nbBgovHjx+vEiPYDausrEzMEiD7310iO6fNkAaNoyTu0ks0cRHd8/S5HA2ioqqI4SBACBFt29wN2XI061tpe9uN0nF8BirmbUCWLjiRAIvQnRg1+kwCziNAAeK8mNnKYwoQW4WDzgRBQI8A8TWLJSpYprV3715Dl2Cd2Ldfdk7NlEOfLJOWV/9KO1m8UcsWume0++XXJH/G36TJOUla39if/VR3XzYkAUWAAoTPAgmQgBUEKECsoOziMShAXBxcj0wtUAFiBpYDSz6UnVMyJaJBhCYeWqUNCmqYkg2bZee0TCles07a3nmLdHz4gaDssJN3CVCAeDf2nDkJWEmAAsRK2hyLBEjAdgTCLUCO5e6U74bcLvE/v1wTH2ed3SZkRrv+9qrsmvmyJP1hgrS5cXDI9mjAOwTmz58vCQkJkpqa6p1Jc6YkQAKWE6AAsRw5ByQBEiCBHwnk3P+wlGzKkfMWzpPI2OaGodn2+8lS+MlyOW/RGxKV0N4wuzREAiRAAiRAAqESoAAJlSD7kwAJkECQBPa9MV9yp0yXrtOelBZX/iJIK7V3O1VUpGVWmp13rnSbMcVQ2zRGAiRAAiRAAqEQoAAJhR77CmtA+BA4nUBd2/CaPa+ybdvlu6G3S+sh10rnSY+aMlzBvz6RbY9MlE6/e1DOvuUGU8agUXcR4Da87oonZ0MCdiVAAWLXyDjELwoQhwSKbtZJIFw1INm/fVCObd8h5y18QxpEN6k3Qsd37ZGD7/3zjDbNL+wrMRf1q7fv9398SgreXyp9V/5TImNiqrWdNGmSJCUlyfDhw8+wUfNeUVGRzJ07V3AmCq4BAwbIsGHDtP51Xb594uLitD5paWn19gn2UYW/y5cv1370Xmi7YsUKycjIEPinrh07dmhz9b0wT/iu2qlxMCc3XSxCd1M0ORcSsC8BChD7xsYRnlGAOCJMdLIeAuESIN/87Fdy9s03SMID9/iNjyZAlnxYrd2BJf+UhNF3+90xq2T9Rtlw60hJefl5aX7xBdVsRERESGxsrOCF2/cFHCIDoqRPnz5VL/T4HS/hY8eO1WygzZw5cyQrK6tWQYHvBw4cKP3795fBgwdr9tEHL/Y4SwXfGXkFI0AwJ1yYq5oX/oa4wHe+wgzf5ebmytq1a7W5YDxc6tPIuYTTFgVIOOlzbBLwDgEKEO/E2pSZUoCYgpVGLSQQDgFybMdO+fa6m6Xrs3+WFlcE/i/oxavXaLUjvd59zS+pyvJy+fqC/pIw9rfSbvhtZwgQ/Os/XsR9X7bxO16yISJUVgFiAmeg+F4QIBAltWUBOnfurGVIar6go4966cfn5MmTtcwCzlaZOHGidg8iBWPDBwgYZV+NByGgRBP8V0IAvmI8ZDVw1cxs+PoO+xBBsIn5wp66lJ2a2RQlwCBWKED8PnpsQAIkQAJ1EqAA4cMREoG8vDytf2JiYkh22JkEwkUgHAKk4J8fy7ZHJ0nvpQslqn3bgKeedeVQ6fKnx/0uv1KGN9xylzTumCBdpjxxhgDBv+jjBRwv5LiwbAov2shWqKwCvouPj9f+ViKhPqfx4g7BUlhYWC2zUlsfZGHUUi7Yx8s9+k+fPl0TBSNGjJDt27dXCZ1169ZpwgKiCe0hTtAWv2dmZmq2lLCA32rJWM2xlchCX8wXQkQJnboEiBJqbhYg3IY34P8c2YEESCAIAhQgQUBjFxIgARIIhcDOZ56Xgg8/lr6fvR+wmb2vvy1Hvl4jyZn6d7ba/sQUKf5qjZz/wdtnCBBkNfBijRd19SKuliApAYJOuI8X78OHD2vt66sBQX+IAAgAfxcEiO+SLJX5ULUlGAe2MDZ+V0u5YBfjDBkyRBM68BU+KiGlRFDNrI0SWcjQQHxhHPSF2FHZmZoCBPdUhkYtOXNrBsRfvHifBEiABIwgQAFiBEXaIAESIIEACGwe+YA0aBwlyS88HUCv000DzX6gz/53FsuOJ6dKv5X/ksi42Kox8fKPF3RkASAW8FKtXvbRyFeAqE54GccPXvaRcVi2bNkZS7Bqe/mHeFBLo2BLCQP44JspwQs+7KolUfgbGQ+V7YAd9fKvMjOwVbMGpD4BAqGBpV9KcGAsZESUH0pAQZyojJBafqXqRihAAn502YEESIAEfP//JyLih/8zqL64l5BIQAcB1oDogMQmJFCDwLqrb5DY1J9I0uPjA2JTujlHcjIelT4fLQyo3+H//k+w69a58+dI05TkMwQIXrLxYo2XfXyqbABe0OvbVUrVjagXeWVYCQO1dKqms0r44Hvf3/E3lnopwYG/ITiU6PD9HfeCFSBKRNTc+QpZFrUErDbx5TsPtwoQLKuNjo6Wli1bBvSMsTEJkAAJBEKAGZBAaLHtGQQoQPhQOJ1AOGpAtj78uJzYs096vvFSQPh2zXxZjqxeIz1mzwyo3+6X58ruv70qF359ujhbXb4v/2qnKrUkyTejoAq7ke3wvVSfmgIEbSBOUCyO5VW+L/o1MxO+PkAA9e3btyo7AoGBpVK+GRDfJVhqWRgEk94MiMpu1Nz5S2VFIJrqqgHxggDhLlgB/afFxiRAAkESoAAJEhy7nSZAAcInwekEwiFA9rzyuuS/8KJctGYlUgC6EWLnq8iYZtJh9EjdfdBwy7jfy8mDB6Xn6y/WKUDwMo96CpW18H2hhxBA9gFiQW2fi5d0tEU/lVHwNY4+ECEoGldb+EJgoO4CS75U9qRmBgQCCCIEfSB48DdsPPfcc5rIgF0UuCshAnECW3oFSF1ZG/juK268mgGhAAnoPy02JgESCJIABUiQ4NiNAoTPgDsIhEOAHPlitWy+N0PO/cer0rRnim6QWILVMCZGojq0090HDddddb3E9f+ZdiK67wUR4buFru/fyBCopVmqj9qWVwkSPYfwoQ9+YE8Vr9fMiPja8d25SokdiBy0gXhQy7BUJkOJn5r+wg7Grekj+qGPrw++88P3+FH+1gVa1ajUdxBjQEGySWMKEJsEgm6QgMsJUIC4PMBmT4/b8JpNmPbNJhAOAXKq6LCsufzXkvTHR6TNDWmmTvHkwQJZ+/NrpfMTj0nrwYNMHcts4zVrQMwez4v2KUC8GHXOmQSsJ0ABYj1zjkgCJGAjAgUFBVJaWmr5WTbrrkmX2J9cKEl/mGAqjcOffyHZ9z2kHVoYndzV1LHMNk4BYjZh2icBEiABawhQgFjDmaOQAAmQQDUCu2a9Ivjp/rfpEpt6sSl0cAr6+qG3S2R8nPSYM8uUMWiUBEiABEiABAIlQAESKDG2r0YAp+biSk9PJxkSIIEACWy8814pLz4q5y2cF1Axut5hcv/ynOx7852Aa0302mc79xHgNrzuiylnRAJ2JEABYseoOMgn7oLloGDR1VoJhKMGRDlSsn6jbLh1pLS9/SbpOCHD0AgVrfiP5DwwQRIyfivt777DUNs05l4CrAFxb2w5MxKwEwEKEDtFw4G+UIA4MGh0uRqBcAoQOLL7pbmS//zfpftfn5HYyy4xJDqVx0/Id0Nvk7PatZWUl583xCaNeIMABYg34sxZkkC4CVCAhDsCDh+fAsThAaT7Em4BghBsvus+OfL1Wi0LgmxIKNeRL7+WnVMzpXTLNlcUnofCgn0DJ0ABEjgz9iABEgicAAVI4MzYw4fAqlWrtL9SU1PJhQQcScAOAqS8tEx2Tp0uBxa+L3GXXSIdJ4yVxp0SA+aZ99xM2TN7njQ7/1xNzDQ7v1fANtjB2wQoQLwdf86eBKwiQAFiFWmOQwIkYEsC4dqGtzYYBR99KnnTZsjJQ4XSaUKGtEy7Who2aeKXG7InWtZjc460v3eEJNz3G7992MD9BHAGTKNWLd0/Uc6QBEjAcQQoQBwXMjpMAiTgZgKnjhRrIuTAkg+1aTbpeo52WnrTHt2lac/u0iCmmZRuypaSjZuldGOO9llx/LhE90zRREtMv95uxsO5BUBg39sLpejfyyVu4GUSP/ByOavd2QH0ZlMSIAESMI8ABYh5bD1hmdvweiLMnGQYCBxd+60c3ZhdJTbKtn5fzYuz2p4t0T2SpVnPFInu0V3iLucyyDCEydZDQoDkPvV0lY/N+54vsT/vL/EDL5PGHRNq9Z3b8No6pHSOBFxDgALENaEMz0RYhB4e7hzVOAJ2qAHRM5vysjIp3ZQj5cXFWkakUetWerqxjYcJ+AqQShGJ8GGBZyj+igGaGGnSpXPVHdaAePiB4dRJwEICFCAWwnbjUBQgboyqt+YEAXJ0yT9lwGWXe2vinK3rCRRnfSdFny6vNk9NiECJ4JcfriZdu0iLX0KMXC6zPnxPkpOT5dprr3U9H06QBEggfAQoQMLH3hUjU4C4IoyengQESJPMl6T5/oOe4xDRsKFn5lxZXu6ZuaqJxlzQR4q/yap33ngGFJv4AZfJVydKJW7ApTLo5tC2g/YcbE6YBEggIAIUIAHhYuOaBFgDwmfC6QScsgQrXJwrT52SiMjIcA3PcUMgULMGRCU+IhpFSuXJUwLxEf/zy7XMB5ZiNWgaLVyCFQJwdiUBEtBNgAJENyo2JAEScCOBnJwcOXjwIM+yQXArKqTkh8L3oxs3V/0e2TxGqztBsTt24sJnXUXMbnxGnDonJUC02o8fREeDqCiJ/8XpQnQIj4izGlWbHovQnRpt+k0CziJAAeKseNFbEiABEjCeQGWl5E7NlP1vvSuVFRWafRyEqERH+ZFiKdl0ekcunFGCKzI+ThIfvE9apw0y3h9aNISAEiANm0ZLiysG/rAd72U/FIEYMgSNkAAJkEBQBChAgsLGTooAT0Lns0ACziZweNVX2iGGZd9vl4QH7pGm552rbe3bsHlMrRM7nr9bEyIHl/5bCj9ZJq0GXSmJ48dIoxbxzgbhQu8hQBq3byexl13iwtlxSiRAAk4mQAHi5OjZwHcWodsgCHQhJAIQ0fn5+ZKenh6SHSd23vnMC7J37psS0/d86Th+jDTt1TOgaex/d4l2aGKDJo2lI05uv/pXAfVnY/sRYA2I/WJCj0jAjQQoQNwYVQvnRAFiIWwOZQoBLxahV544KRtuu1tKs7dKh1F3S4fRdwfN9viu3dryraJln8vZt9wgnX73YNC22DH8BChAwh8DekACXiBAAeKFKJs4RwoQE+HStCUEvChAdvxpmuyfv0h6zP2blv0w4trz6jzJmz5TkmdMkbgBlxlhkjbCQIACJAzQOSQJeJAABYgHg27klLkNr5E0aSscBLwmQAo/XSFbxv1OOj50v7QddquhyDf/ZowgI3LewnnSoHFjQ23TmDUEKECs4cxRSMDrBChAvP4EcP4k4HECXtqGt7ykVNZff4c0TkqU7n+bbnjky7Zsk++uv0Pa3DhYkv4wwXD7NGg+AW7Daz5jjkACJIDN+CIitC3CKysrKwmEBEiABEjAvQS2T/qLHFj0vpahaNKlc70Txda7B977pxR+tlKaX9RPWl13tUR1aOcXzt7X3pKdTz8v3Z79s8RfMcBvezYgARIgARLwHgEKEO/F3NAZ41/LcCUmJhpql8ZIgASMJXA8b5esG3SjtltV29tv8mt8/Q13Squ0QdI0pZsc371HcqdMl17vvKZLhGT/9kGBgOn5xkt+x2EDEiABEiAB7xGgAPFezA2dMYvQDcVJY2Eg4JVteA99/JlsffhxOf+D+X5PMS9evUY23X2/XPztqqqIbBoxWhJGj5SYi/r5jdLuV16X/BdelIvXrOShd35p2asBa0DsFQ96QwJuJUAB4tbIWjQvChCLQHMY0wh4pQgdO1QdWPi+9Fv5L78skb3Iumqo9Hj1rxKdkqxlM7J+fb30eOUF7W9/15EvvpLN946Vc//xqnaaOi/nEKAAcU6s6CkJOJkABYiTo2cD3ylAbBAEuhASAa8IkOx7x0plhEiKzuJzZEG2/eFPEtW+nbYEq+1tN0nbO/wv3UIwThUdljWX/1qS/viItLkhLaT4sLO1BChArOXN0UjAqwQoQLwaeYPmTQFiEEiaCRsBrwiQNZddpe1OlTBmlF/WKuPRaUKGxFzYT0qzt2g1IMmZf9GVAcEA315zkzT/yQWO2g1rwIABgp9Jkyb5ZeTWBhQgbo0s50UC9iJAAWKveNAbEiABiwl4YRveY7l58u21N+nemergkg/lwOIPpcfsmVXRgACJjGkmHUaP1BWhrRP+ICh8P/etV3W1t0MjChAR1ES1atVKkpP9L7WzQ8zoAwmQgDMJUIA4M270mgRIgAR0Ezi+M1/WXZMuXZ95Slr8cqDffth6N3fqdOmzdGFV25yMR6Rp9276Bcj4P2iHEp775itVNnbs2CFz586ViRMnVn03Z84cLeuQlJQk6j5uxsXFybBhw7RPXFlZWbJkyRLtd7TFPVzos3z5cq3dunXrqtlW9tLS0rS+alyMibbo079/f218XDUFiG872OjTp4/WrqioSJsHPnHBF/jEiwRIgARIQB8BChB9nNiqDgLchpePBgk4gwBqMlpff50kZvxWl8PYhjeqQ3uJ/mEbXpygDkHSsHmMrv4QPLE/ubDaEiwIhYEDB+LcqSobaskTPiEIsPwJL/qLFy/WRMKyZcs0gTFkyBDJyMjQRMLYsWO1z+nTp2v38DcEAPr5Lp9S4ynxgHtoi+/xOwQE/sZYSnwof3Af39fWbvDgwZqvw4cP1wQQ2sAmRYiuR4ONSIAESIAHEfIZCI0Aa0BC48fe4SfghSVYoLz53gz8D35AJ6CjEP3I6jVa3UfzC/vqFh+nCotkTf+rpfPERzXRo676BAhe3jt37ixr166tyjTg5R7f44UfnxAcuCAc4uPjNSGjbBYWFlZlS2qOt2jRIs0GLjDwHUOJGF8RAkEBgYGsixIVyIagDX7wHYQLfnApP8P/NIfuwfz58yUhIUFSU1NDN0YLJEACJFAHAWZA+GiERIACJCR87GwDAl4pQs/PnCX7F7ynaxveUMNyeNVXkj3qzG14/WVA8EKPF31kSZCJUEuw8Htubm61DANsITuCC/0gFmpe+K5v375VGZeaf6M97IwbN04TJSoLArGCfmpplhI9sbGxWnv4iDFVGzctwWIReqhPP/uTAAnoIUABoocS29RJgAKED4fTCXhFgKiDCHt/MF+iOiaYGrY9OIjwry/JRTiI0OeqTYBg2RSyEOplH9kNtMN3hw8frhIGyDpgyZPvhb4QFWoJVG2TQsZDLflCpgJZFt8lYGo5Fj6VAME4aKcEjrKLrIiqA1HiRWVGfLMlpsI12TgFiMmAaZ4ESEAjQAHCByEkAhQgIeFjZxsQ8IoAOZ6/W9ZdfYN0fPgBaXvnLaaSR/aj/Gip9Jz3YrVxlABQy6XU33jRh8DAS7xaKqWWWaGtWuqEl31cuLdixQpBbYevgPAnQHAfIkItt8LfsA17qhhe1YDUbKcyLPATBe2qCB42VO2J8t1UuCYbpwAxGTDNkwAJUIDwGSABEiABbDuan58v6enproex44kpsv/dJdJrwesS3a2LKfPdM+dNyXv2Ben23P9J/C/6nzEGSp/VqAAAIABJREFUXvBRv4GX9u3bt2uiA9kOVUQ+YsSIqvoLdR9CBf1QiA5hANHRu3fvqiJ0vRkQOKOWT2HZFYTH7Nmzq2o9fHfB8m2HfminRAp8R4YEnzVtmALVQqPchtdC2ByKBDxMgBkQDwefUycBEvAWgfKyMlk/9A5pnNhBur+YafjkS7O3yvob75Q2Nw2VpMcertU+XtiRgcCFjIEq4IawUPfUd75LrtTSLJUl8d0SF+19l0b5DqyWVvl+Bxtq1yq1+xbu43v4oQrP1Ra/GFsVwis7mINqDz/VdsGGQ6VBEiABEnAhAQoQFwaVUyIBEiCBugjgjI8tYx+VxHGjpd2I2w0Ftfnu++XEvv3Sa8E8aRB1lqG2aYwESIAESMA9BChA3BPLsMyENSBhwc5BDSQQ7Da8FceOS4PGUQZ6Yp2p3D8/I/v+sUA76TzmgtOH64V67X75Ncmf8TfpNmOqxA+4NFRz7B8mAtyGN0zgOSwJeIwABYjHAm70dClAjCZKe1YTCKQIvfxoiRQt+1wKl62U5j+9SNqkD7HaXUPGqzh5Ujbdfo+UbMqW9vcMl4T77wnaLk5Zz52WKUUr/itn33ajdHpkXNC22DH8BFiEHv4Y0AMS8AIBChAvRNnEOVKAmAiXpi0h4E+AnCo6LFi2pAmPFf+p8inp8fGOFSBqEnnTZ8qeV+dJs/N7ScfxY6RZ714BMd//9kLZ+fQMaRjTTDpOGCstr7oioP5sbD8CFCD2iwk9IgE3EqAAcWNULZwTBYiFsDmUKQRqEyAnDxyUQgiOT1fI4S++0saNaNhQpLxcKn/wwg0CBFM58uXXkjs1U8q2bJMOo0dKs/PPlege3aVRfFytvI/l7pTSTTlS8NGnGp+W114lncZnSGRcrCnxoVFrCVCAWMubo5GAVwlQgHg18gbNOy8vT7OUmJhokEWaIQFrCahteNN+dqkULf+PHPp0hRR/vfa06GjQQCorKiRCpEp4QIDg71aDrpSYi/pZ66yJox366FM58tU3Ullero0CAXJWu7YS1b6dYPesE3v2yvE9e6Wi7Jh2v2GzptLilz8POGti4hRo2gACq7/5RuIG/UpSU1MNsEYTJEACJFA7AQoQPhkkQAKeJoAaBi3bsWylFK9ZV0141AZGCRAUbxd/k+Vpdpy8+wg0v6ifpLzygvsmxhmRAAnYigAFiK3CQWdIgATCSeD4nn1StGylVvOBbMDpf+pvIFJeUeWWEiCoeWg99NpwumvN2JWVIhHI+fDyAgHs7taoRe3L77wwf86RBEjAGgIUINZwdu0orAFxbWg9M7GCggIpLS09YxnhyYMF2pIsZEaKPv9C4xER2VAqT51eouSWGhDPBJoT1UWAJ6HrwsRGJEACIRKgAAkRoNe7U4B4/Qlw/vz97YKFGZ46fKRKjGC5llRWUoA4P/ScQS0EWITOx4IESMAKAhQgVlB28RgUIC4OrkempkeA+KIoLy2TouWfC84Eceo5IB4JLacZBAEKkCCgsQsJkEDABChAAkbGDr4EKED4PDidQKACxOnzpf8kUB8BChA+HyRAAlYQoACxgrKLx8B6YVzcstHFQXb51ChAXB5gTi8gAvPnz5eEhAT+b3pA1NiYBEggUAIUIIESY3sSIAESIAESIAESIAESIIGgCVCABI2OHUmABEiABEiABEiABEiABAIlQAESKDG2r0YA6Xpc6enpJEMCjiRQ1za8jpwMnSaBEAlwG94QAbI7CZCALgIUILowsVFdBFiEzmfD6QRYA+L0CNJ/IwmwCN1ImrRFAiRQFwEKED4bIRGgAAkJHzvbgAAFiA2CQBdsQ4ACxDahoCMk4GoCFCCuDq/5k6MAMZ8xRzCXAAWIuXxp3VkEKECcFS96SwJOJUAB4tTI2cRvbsNrk0DQjaAJUIAEjY4dXUiAAsSFQeWUSMCGBChAbBgUukQCJEACJEACJEACJEACbiVAAeLWyHJeJEACJEACJEACJEACJGBDAhQgNgyKk1ziEiwnRYu+kgAJkED9BPLy8iQ6OlpatmxJVCRAAiRgGgEKENPQesMwi9C9EWc3z5I1IG6OLucWKAHWgARKjO1JgASCIUABEgw19qkiQAHCh8HpBChAnB5B+m8kAQoQI2nSFgmQQF0EKED4bIREgAIkJHzsbAMCFCA2CAJdsA0BChDbhIKOkICrCVCAuDq85k9u/vz52iDp6enmD8YRSMAEAhQgJkClSccSoABxbOjoOAk4igAFiKPCRWdJgASMJlBQUCClpaWSmJhotGnaIwESIAESIAESqIUABQgfCxIgARIgARIgARIgARIgAcsIUIBYhtqdA3EbXnfGlbMiARLwJgFuw+vNuHPWJGA1AQoQq4m7bDwWobssoB6cDmtAPBh0TrlOAqwB4cNBAiRgBQEKECsou3gMChAXB9cjU6MA8UigDZ5myeYcKd2YLaU5WyW6WxeJ7pEsTXumGDyK9eYoQKxnzhFJwIsEKEC8GHUD50wBYiBMmgoLATcJkOXLl8uKFSskIyND4uLiguI5YMAAwc+kSZOC6q86wZeBAwdKZWVlSHZqdi4qKpLMzEzt6/79+2u+WnEd+mSZFH+9Vko3ZcvRjZul8sRJbdiohPZyPH+39ntEZKQmQiBGYvr1lpa//qUVrhk6BgWIoThpjARIoA4CFCB8NEIiwG14Q8LHzjYg4CYB0rdvX+2Ff/jw4TJ27FjddCMiIqqEglECRPfgATbE3CCuBg8erM1xzpw50qdPnwCt6G9eXlomedMyZf+C9ySqfTuJ7tldmv6Q7Yju0V0atYiXU4VFUrIpRxMnJRs3S8mmbE2UtLruauk4foxExjbXP2CYW1KAhDkAHJ4EPEKAAsQjgeY0SYAEaicQzDa833zzjaxevVpGjRplG6xZWVnaSzleyEeMGCHbt2+v8g3ZCFwqW7Bjxw6ZO3euTJw4UcaNGyfTp0/XMh7Dhg2rEi+HDx8WtMPLPjIq6lJZFmQi8OKPPrjwvWqPexhLjQGfcnNzq7HyzV6gHfriSktLq1dQwC7sJSUlab5izvgx4yr8dIXsnDZDTuzZK4njx0jb22/SPcz+txdK7tRMaRQXKx0nZEiLK3+hu284G7IIPZz0OTYJeIcABYh3Ys2ZkgAJhEDgiy++kCVLlsi7774r27Ztk1mzZtlKgKjMAMQEXs7xkq4Eh1pOpT59l0ehPUTIsmXLtBd/vMyrDAPsIMuAH9hHP9xHH7SBPfyNT/zge4yJ79BXLcGCOIIowYVPCKTZs2dXZTFgF/1xD5++vtcMGWxjDAikRYsWaT4Fu9ysvsch96mnZd/bC6X5JRdLpwkZ0qRL54CfnmM782Tn1EwpWrlKWg+9TpIee0giGjUK2A47kAAJkIDbCFCAuC2iFs8H/1qGi4e4WQyew1lCAPUUSnTgWW/YsKGUl5drY9tJgODFvXPnzrJ27VrtxR8v8cgo4EUeV30CpGatBl7uIUQgJlRfCIjFixdXiQu1vAvfQ2QUFhZWCQeVyairBgTiA8vElG9Y/oVsDfzGhXFhV933DTRsoz9sQ8BAFGHu+FH9jXgwcv/ynOx78x1JfPA+aTf8tpBN7n1jviZE2gy5VpImPRqyPRogARIgAacToABxegTD7D+L0MMcAA4fMgGcZZOfny/p6emarU8++aRKdOzbt08iIyPl1KlTZ4xjJwGCl/XJkydXvbTjRR0v5xAGKlPhK0R8xUFtAgQCQy1rgnhBG/xA5ODF37fwGwIC40A4qHYYqzYBgjbwFQIDFz5Rt+JrD2IiNjZW6+97KZGFZWMQQ6oGBDZV5iTkh0FECpd/LlvGPCIJGb+V9nffYYRJzca+N+ZL7pTp0mXqE9LyqisMs2u0IdaAGE2U9kiABGojQAHC5yIkAhQgIeFjZxsQQBE6shwNGjSQBQsWyKFDh6RRo0Zy8uTpXY7quq655hr54IMPgp4BXuzxMm3EpYrPfZciQYSo5VOBZkDQ3nf5lhIWNZd2wXe9AgSiAf5AdCg/lQDB8i/fC/drFpb7ZkYwN/inhAj8MyIDUnH8uKwferuc1a6tpLz8vBGhqWYj5/6HpXRTjvRaOM+2hekUIIaHnQZJgARqIUABwsciJAIUICHhY2cbEFC7YJ177rmaEIEIOXDgQJ2ZD+UyBMiFF14Y1AxUzYQRAkTVZagCcOWQyopgeVNtS7KQMcFSqNoyICq7AFu+GRB8D2GgBA0EgFoG5dsO/XztqgJ5tK8pLCA21PIu9FPZkZrtVI2IWhqG+anaFPVdUMHw6bTjyamy/53F0uvd1yQ6uWuo5s7ofyx3p3w39A5te95z/vS44faNMEgBYgRF2iABEvBHgALEHyHer5cABQgfEKcTqG0b3s8++6xKjOzatatWMRLKEixkDYzKgEAA4KqtZkK93OP+kCFDNLGAC7UiqG+BAFFZCLzMY7crtPE9B8RXWKAt7qEOA7bx4q+KyesTIMjQ4PLdrapTp07aWPAbRfCqrgT2aitCV3UemAeyHfAFS7/wCX+we1YoZ4IUfrZStox9VBIfekDaDbvF72NdfqRYUNtxfPcebXvetrelS8PmMX77YXesHU89LV2mTLblOSEUIH5DyAYkQAIGEKAAMQAiTZAACTiXQE5Ojhw8eFBSU1NrncR//vOfKjGCbAKWalVUVIRUhG6kAEGmAdmC2naCUsud1Au7yjSgvRITmDRs4G8IApVJUUua8Lfachdt8bfvtr51tUMfNUbNeg7Y8V1mpWyij9pBq7Zg4L7a7lcVy2MM9MecQlmGlffsX+Xg+/+Svsv8L6uD+PgufZg0v7CvtE4bJAeWfCil2Vul1ztzdf2HsO7XN0jspT+VpMce1tXeykbchtdK2hyLBLxLgALEu7HnzEmABAIk8NVXX1WJEfyLfbDngBgpQAKcApvXQWDzyAekQVSUJP/1ab+MilevkW2P/0n6fLSwqm3WlUOly58el5iL+vntv/Whx+TEvgPSc96LftuyAQmQAAm4kQAFiBujauGcuA2vhbA5lK0I4F/egz2BmwLEVqHUnFnzs19Jm1tukIT77/HrHJZr7X39H9Jj9syqtptGjJbmF/WTDqNH+u2/++XXZNfMl+WiNSv9tmUDEiABEnAjAQoQN0bVwjmxBsRC2BzKFAI1t+E1ZZAaRilArKCsf4xj23Pl27RbpNtz/yfxv+jvt2Pp5hzZdNd90mfpQq3uQy3Jan3d1boEyJFVX8nmUWPl3LdnS9Me3f2OZ2UD1oBYSZtjkYB3CVCAeDf2hsycAsQQjDQSRgK1FaGb7Q4FiNmEA7N/8MOP5PvfTZbeSxdKVPu2ujp///iTcuTrtVoBOgQIrvifX65LgJwqLJI1/a+WzpMe1U5It9NFAWKnaNAXEnAvAQoQ98bWkplRgFiCmYOYSIACxES4DjGdnzlLDiz+UFcBuu+Uju/aIyd275Ho7t0kJ+MRaXvHzZoI0XOhED1+wM+k4yPj9DS3rA0FiGWoORAJeJoABYinwx/65ClAQmdIC+ElQAESPv6+ByRiVyvf7X9r86rmVr9GeX5o6b9l64Q/Su9/vStRHdr7NattwTvv7apsB/7OumqoXLDqE7990eDUoUJZM2CQdJ78e2k95BpdfaxqRAFiFWmOQwLeJkAB4u34c/Yk4HkC/rbhNQMQl2CdplrzhHYzWOuxiQMCv732Zun27J8l/ooBerrI+hvu1Oo/UHiObXgTfnu3tEobpKvv4f98IdmjH5Je8+dKdEo3XX2saoSaqFatWklycrJVQ3IcEiABDxKgAPFg0DllEiCB8BIwUoDgDIy5c+fKsGHDtE+clYHffXfoyszM1L7HhXvqvAwc+Id2OJSwd+/eWgYCNmATV//+/asd7gc76pwQXzs4VR0HAcKOOvsD99VVl01fAQJf4Bd8wBg4lR4+47wQ2MKnOgNEHWCI9miDcXEfBymq81DQVn2P/vC9vpPn11x2lbS+cbAkjhml++HAblhYhoVlV1Ed2unut+vFObLnpTly4erluvuwIQmQAAm4iQAFiJuiybmQAAk4goCRAgQv2gMHDtQEAF7MIQDwso3TzvGCjvNK0AYv+3ixx+nl+Fu97AMYRAgOAMT3vm3RVx1eiDFiY2Or7PmOgflAwKA9BIASCLCJcWFDiQ3cUzbrWoIVHx+viQmIEfgDMYL5+C7Bwr3c3FxNnOB3jI15QMigD8bGXNWJ7erk97oekM33ZEhEgwbS/W/Pmf4MbRn3OzlZcEh6vvZ308fiACRAAiRgRwIUIHaMioN8Yg2Ig4JFV2sl4PRteJUAwQu6ynrg5Ru/42W/c+fOUlhYWJUZwIs6sgZ4UVenieNFHZfqp4QBBIs6RR1tVRalZlsIkNmzZ2vj4cIn+sGO72nsuKdECu7VJUBgz3c+yg9fAQI7+B5iBhc+kYlBP4yvhAfuYa4jRoyQysrKOv8ryJs+Uw4u+kD6rvin6f+lrLtqqMT1v1Q6/e5B08cKdID58+dLQkKCpKamBtqV7UmABEhANwEKEN2o2LA2AhQgfC6cTsDpRehKgPi+XONFHWIBggKZC4gHdeGlvVOnTlqWAN/jZV0JB7V8CqIF95BVwSde4FVmQdlRGRV8D8GwbNmyqnF8hQXGgzBQy7rwiaxFfQIE4gIZFviP8dUSLF8BUrN+xJdDzYL22hjVfG6LPv9Ccu57SFuC1W7knaY91jjAcOe0GQHVm5jmTC2GWYRuJW2ORQLeJUAB4t3YGzJzChBDMNJIGAm4VYAAKV7EIUAgDnwvZAeQIVG7TvkKFLRTS7GQGYHAwKWWbgUqQCBmIGRqy7LUtwsWBBT8wPjr1q2T7du3V1uCVZsAgZCCwAlGgGBeuVOek31vvCM933xFmvXqYfhTWbb1e/lu6O3S+vrrpPPERw23b4RBChAjKNIGCZCAPwIUIP4I8X69BChA+IA4nYBbBIjvkqW+fftqWQO1FAqZDVV47rskStVOINOASxWzq5iq/rUt5VJ1J8hW1JcBqbmcCoKkvgyIqjtRWRn4omxgmZVvnQruKSGialfwqfoq8YQ2yMLUtwRLm3NFhSYQImNjpcfcWYY/2tn3jpWy3Dw5f9E8adCkieH2jTBIAWIERdogARLwR4ACxB8h3q+XQF5ennY/MTGRpEjAkQScvg2vWl6EHasgCpA5WLRoUVXtBTIPWM6El3J1Dy/yKgPie/YGXv6RbVAZEfRF9gRtcQ+F3BArEDHISGBsZFPqEyCwhaJy2FC2UFSOmhH0VyJCZS3gJ9oOGTKkqv4EY2FMf0uw1H21lAw24B/Gxbz8ChARObzqS8keNU4746PDqLsMe6b3zJ4nec/NlG7T/6L7sELDBg/AELfhDQAWm5IACQRNgAIkaHTsSAIkQALBETBjFywUmuNf/PHCDZGgtqOFh3ghV2LB917NAnG0VRkGZUdlTpQdtYOV77It9IFoUGOqeg+1TS76QPyo4nAlgBQ9VeiO/r59VPG5ymjgb9jBWL5jwA6+x3eqEB+/qy2D1diqj7+o5T3zvOyZ+5YkjB4p7Q0QIbtffk3yZ/xNzr5pqHR67GF/w/M+CZAACbieAAWI60PMCZIACdiNgBkCRM+/7tuNg1n+QBAh64MsC0TNuHHjtJ3A1JIsPePufOZ52Tv3LYnp21s6jh8jTYOoCSnN3io7p2XKka++kbNvvVE6PTpOz9BsQwIkQAKuJ0AB4voQmztB1oCYy5fWzSfgliVYFCDVnxUsGVM7dGF5msoOBfJEYTlW7tRMOfb9Dkl44F5p/5sfD1f0Z2fPnDcl79kXJCqxg3SakKFtu+uEi9vwOiFK9JEEnE+AAsT5MQzrDChAwoqfgxtAwOlF6AYgoIl6CFSWV8jOpzO13bEi42Klac8Uadqzu/YZ3SNZojq0l+O790rppmwp2bhZSjflaJ8nDxVKm/Qh0ml8hkREneUYxixCd0yo6CgJOJoABYijwxd+5ylAwh8DehAaAQqQ0Ph5pXfR56uk+JusKoFx6vARbeqRLeLl1KFC7feGMc2kmSZMukuzvudL/MDLHIeHAsRxIaPDJOBIAhQgjgybfZymALFPLOhJcAQgQMaMGVNV1ByclcB7YcemiRMnBt6RPWxB4NjOPCnZkC1lW7ZKk67naBmRxkkdbeFbKE5QgIRCj31JgAT0EqAA0UuK7WolgC0bcaWmppIQCTiSAJ7hp59+Wnr37m25/xQgliPngH4IsAaEjwgJkIAVBChArKDMMUiABEiABEiABEiABEiABDQCFCB8EEiABEiABEiABEiABEiABCwjQAFiGWp3DoR0Pa709HR3TpCzcj2BcGzD63qonKBjCfAkdMeGjo6TgKMIUIA4Klz2c5ZF6PaLCT0KjEA4dsEKzEO2JgHrCLAI3TrWHIkEvEyAAsTL0Tdg7hQgBkCkibASoAAJK34ObjMCFCA2CwjdIQGXEqAAcWlgrZoWBYhVpDmOWQQoQMwiS7tOJEAB4sSo0WcScB4BChDnxcxWHnMbXluFg84EQQDPcH5+PuuYgmDHLu4jwG143RdTzogE7EiAAsSOUfGAT1988YVccsklHpgpp0gCJEACJEACJEACJOBLgAKEz4NlBJYvXy7vvfeevPvuu4I0/4033mjZ2ByIBEiABEiABEiABEjAHgQoQOwRB8d64W8J1scffyxLliyRBQsWyL59+yQyMlJOnTolSPNTgDg27K5yvKCgQEpLSyUxMdFV8+JkSCAYAtyGNxhq7EMCJBAoAQqQQImxfTUCtRWhf/DBB1Wio7CwUBo1aiQnT56s1o8ChA+SXQiwCN0ukaAfdiDAInQ7RIE+kID7CVCAuD/Gps4Q/2dVUVEhXbp00UTHwoUL5ejRo7WKDl9HBg0aJN26dTPVNxonAT0Evv76axkwYIA8+eSTepqzDQm4mgAFiKvDy8mRgG0IUIDYJhTOdAT/Z7Vx40aJiIjQllkVFRX5FR+YKQrQ9+7d68xJ02tXEWjRooX8+te/pgBxVVQ5mWAJUIAES479SIAEAiFAARIILbY9gwCWUuFKT0/XPpcuXVpVaH7gwIGqmo+aHbkEiw+TXQhwCZZdIkE/7ECAAsQOUaAPJOB+AhQg7o9x2Ga4bNkybVkWdr3atWuXNGzYUMrLyzV/KEDCFhYOTAIkQAIkQAIkQAJhJUABElb83hn8v//9b5UY2b59OwWId0LPmZIACZAACZAACZBANQIUIHwgQiLgbxve2oyvXr1aduzYwW14QyLPzkYR4Da8RpGkHTcQyMvLk+joaGnZsqUbpsM5kAAJ2JQABYhNA+MUt2rbhtcpvtNPEgAB1oDwOSCBHwmwBoRPAwmQgBUEKECsoOziMZwsQE4eLJCSjdlSceyYNO2ZIlEJ7V0cKU6tLgIUIHw2SIAChM8ACZCAtQQoQKzl7brRnCRADv/3f1KyKVtKNmRL6aZsOb57T7V4NGoRL9E9umtiJLpHsrS4YoDr4sUJnUmAAoRPBQlQgPAZIAESsJYABYi1vF03Ws1teO04weO7dsvOaTOk8LOVEnFWI2mmCYwfhUaDxo01QYJsCD6Pbtws5UeKNSHScUKGxPTrbcdp0SeDCFCAGASSZlxBgEuwXBFGToIEbE+AAsT2IaKDoRDY/+4SyZs2Qxo0aSyJ48dIq0FX6jJX/E2W5E7N1ARJ+3uGS8L99+jqx0YkQAIkQAIkQAIkQAL1E6AA4RPiSgIn9u7Tsh6HPlmmiQ6IDyyxCvTKmz5T9rw6T5qd30s6jh8jzXr3CtQE25MACZAACZAACZAACfgQoADh4xASAWzZiCsxMTEkO0Z3Xn/DnQIRAuHROm1QSOaPfPm1lg0p27Zdzl/0hjTu3Ckke+xMAiRAAnYlwG147RoZ+kUC7iJAAeKueFo+GzsWoe98eobsfe0f0vP1Fw3LWJQfLZHvht4uTbp0lu6znrWcMwc0jwBrQMxjS8vOI8AaEOfFjB6TgBMJUIA4MWo28tluAgQ7XWX/9kHpMHqkdBh1l6GkCv+9XLY8+Hvp+PAD0vbOWwy1TWPhI0ABEj72HNl+BChA7BcTekQCbiRAAeLGqFo4JzsJkMqKClk/9HaJjI2VHnNnmUJh+xNT5MC7S+S8Ba9Lk25dTBmDRq0lQAFiLW+OZm8CFCD2jg+9IwG3EKAAcUskwzQPOwmQnVOek71vvCM933xFmvXqUSsRbK+794350uq6qyWqQ7tqbQ4u+VCOfL1Wotq3q/U+GuPQwu+G3CZRCR0k5aUZYaLOYY0kQAFiJE3acjoBChCnR5D+k4AzCFCAOCNO9FIHgbX9r5ZWg6+RxHGja21dvHqNbHv8T1JeXCzJmVMk5qJ+Ve1yp0wX3MfSreO79siuWS9Lr3deO0OkoMOhjz6VreP/IL3/+S5PT9cRF7s3KSgokNLSUtttpGB3bvTPnQRYhO7OuHJWJGA3AhQgdosI/QmKwLG8XfLtoBul67QnpcWVv6jVxq6ZL0urtEHy/eNPSsLokVUCBFmRby69Ui74z0fSsHmM1heCBFenR8aeYevYznz59pp06fr0n6TFr34elL/sRAIkQAIkQAIkQAJeJUAB4tXIGzRvu2zDe+jjz2Trw4/L+R/Ml8YdE+qd3aYRo6sJEJUZ6fPRwqp+WI51YPGH0mP2zFptrbn819L6+uskMeO31e5Pnjy52t9xcXGSlpYmSUlJBhE3z8zy5ctl4MCBUllZKfh90qRJ2qdRF+zhUp++dvHd8OHDz+A0ffp0GTx4sPY9fPn/9u4/tqqzjuP4t6DAyi/5tWW2gyEC5UdWfpgt4Y+BmkncSBhkQUNmkB9uRJaVZG6aTEN0RgnEsJo4NXECYZIxHVCD07hEwpY06haBIKMti1DE4QYZUEIdQcF8DvveHi63vaO999zn3vM+SdP23uec5zmv50CeT5/znHv8+PGoHBsCCCCAAAIIlK8AAaR8+y6IloeyBkQfGHgt7c1eAAALc0lEQVR65x6b9doreV1yBZCTz/3iurChUJL9WvzAravX2tWrZnU/vzZT4ltVVZUtW7YsM5A+d+6cNTY22ubNm4MfOMcDSF7EXhToKYDIbe/evTZv3rwbPP11D0SFDEWqjDUgvehMdqlYAdaAVGzXcmIIBCVAAAmqO8qvMaEEkNZH15pVmU3+2fWBIJdoIQLIPxt/au/9pslmv/6HbgfM/ob+ir9161bbv39/9NKBAwesqakp+ll/2Vdg0aa/7mtwrVkTBRf9pV+vaV8vq9kUva9NZfft2xeVnTt3bjRT4K973apH5RsaGjL7+TG1n9evMvEA4m1RG7Zs2WLt7e3Xnafq87CggKVjaYuHL/2u93SsGTNm2LFjx6IyuWZAugsgap/qV10EkPL7/4EWl58AAaT8+owWI1COAgSQcuy1gNocSgDRLVG3PrTQah9fnVcnO4B0trTZkRVrbHbzq5l9tV7kYuvRaLF6ru39V/fa2088bfW/+7UNvKMmUyTXQFoDaIUQBQ8f5G/atCkalK9duzYaXOt9vacBv15XmNDrPvDWQFxltO3evTv6Ulm9pvCgwbn20Xd9KbTU19dHx/cAoZkEBYXx48fbunXronr0njZ97+4WLLXbA4a+L1++PJrRUX2LFi2KgoXqVNDQLWgKWmqvBygPDmqTAsrNBBA/fwJI3suaAggURIAAUhBGDoIAAnkECCBcIn0SCCWAHF660gbV1tiEDd/Lez7ZAUQ7HJi/2CY1rrfquknR/ioz5sEHokXrubZTm18wzYLc/bfXzfr16zaAaAZCA27NXHhIiIcJDwRnz57NBAD97DMSGuxrQO+zIj5roQG5Bvi+HkLhQWFA+6oeBQoFAm3xYKH9FSh89iI7dORbAzJz5swoRCjY6Dj63duruvS6ByKFMYUTX/8SD1TZpt3NgBBA8l7OFECgoAIEkIJycjAEEOhGgADCpdEngVAWoR9/ZoN1/OXNaBF6d5tChVVVWWfr0eizPvoPHWJjFt4fhQwtOteTr8Y8uMAutrSZnow15Zc/yTwVK/uYegzvpX+9Y9O2P3/dWxpIa+bBbzvSYFyDaA3Mtenn8+fPZ26H8oCgkKFwkL3wW+UPHjyYmRHxW7ByDdj1mhaQZ9+qlL22Q7dFaQZFmwcSX3jeUwBRGFI5nzXx48bXbei8df5qg8KJyvvWmzUgmqXRLE8xZ0B4DG+f/gtg5woT4DG8FdahnA4CgQoQQALtGJp1cwKnX/6tHfvuepv12u/tY58YnnNnLSzP3gZ88vbMZ33oVqyON/bb4LqJVj15YrfhQ8fQY3iH3fMZu/M7T90QQHItpvZCGkj77UnxHTXQ1oxCridP+XoMDcRHjBgRLdZWsFGI8MG/goTeyxdAdAy/3cufLBUPHd0FEL+NzNeoeHBSebUnvqlt+tKtXvEAEp8dye4HlVcdvo7F348HrWKtAbm5K43SCCCAAAIIINBXAQJIXwXZPwiBi2+12OEvr4gWoQ+fc3dR2/Tfc+dNa07Gr/tW9Cje+NbdrURexm+Z8lkEBQctJNfMRvajb33thYcMv+VJg3pfI+IzKwoj+llhpacZEC/v60lUVus2epoBUbtUn47tC+B1PvpdISN+m5XKKtjoy28jU7jSphkRvxUtu4N0fNnt2rUr85baqPb5+hMCSFEvaw6OAAIIIIBAYgIEkMSoK7OiUNaAaAD95qx7rfaxR+z2lV8pKvb55r+aHsM7fcdmq54y+aYCiAbtChRar+EDdN2y5LMS8RkQBQ5f6K2y+n3cuHGZBe16T7dFadP+vjC8pwCioKJ9FEQ0sB8+fHi0r15TOMg1A6KZFbXZg4TqUzsUplSX1rmoLTqeAoSHENWhcKX31HatFfFbqbI7yF28LpXXbWnxWZFiBZDm5mY7efKkLVmypKjXDQdHoBwEWANSDr1EGxEofwECSPn3YUnPIJQAIoQjKx+zy++etuk7t1m/AQOK5nK04Zt24cAhm7Xvxs8c0eBbA/X4TEF2QzRQVzkPGD6w1+u+dsT30e8KDXrPn44Vf88/E8Nv7dJ72sfL6/fsheeq12/f0n4q7wvT/Xu8Lbk+d0Pn5+32p3vpNYWN+LlrX59B8dd7+lBGL69jq23ZMy7x8ypUB/M5IIWS5DiVIEAAqYRe5BwQCF+AABJ+HwXdwpACiNZw/H3JV+22Ly22cU9/oyhu7774srX/4Ec24YfrbNQD84tSBwdNVoAAkqw3tYUtQAAJu39oHQKVIkAAqZSeLNF5hBRARBA9HnfTczbx2fU24nP3FlTlg/YTdmjRwzbq/i/Yp77/7YIem4OVToAAUjp7ag5PgAASXp/QIgQqUYAAUom9muA5hfIY3vgptzzSYJdOnLTpO1+w/tW3FEyjdc0T1tly1O7a9asen5BVsAo5UCICbW1tdubMGZszZ04i9VEJAiELaE3U6NGjbdKka5+JxIYAAggUQ4AAUgxVjllSgf+8/Q87tPhhG3nfZ23sUw024LZb+9yeExt/bP/e9qJ9euMzNnL+5/t8PA6AAAIIIIAAAgikVYAAktaer/DzPtP0irVveNaqzOyOJxuiTzXvzdbx5zesfUOjKdTUrPma1Tx67alTbAgggAACCCCAAAK9EyCA9M6NvT4UeOmla588HuIjTC+/dzoKD+//8U826ov3RbMhHx818iP3ndaSaE3JkPrpNvbJx23IXdM/8r4ULB8BHsNbPn1FS4svoP/Ta2truSWx+NTUgECqBQggqe7+vp98aIvQc52RPiX9xMZG6zdwoA29Z7YNmVoXfX7H4Kl11n/okGiXq5cv28W3Wu3ikVbThxp2HmmzztajVrN6hdV8fVXfoThCsAIsQg+2a2hYCQRYhF4CdKpEIIUCBJAUdnohT3nHjh124cIFW7Uq7EH6pXdO2annt2XCxdUrVyKGQXeOtX6DBpke4evbLRPG2+Cpk23MQwtt6Mz6QnJxrAAFCCABdgpNKpkAAaRk9FSMQKoECCCp6m5ONprt+N8V6/xwpkOzHVc+uBTNhlRPmXRtVmRwNVApEiCApKizOdW8AgSQvEQUQACBAggQQAqAyCEQQKB8BXgMb/n2HS0vvACP4S28KUdEAIEbBQggXBUIIIAAAggggAACCCCQmAABJDFqKkIAAQQQQAABBBBAAAECCNcAAgikWoDH8Ka6+zn5LAEew8slgQACSQgQQJJQpg4EEAhWgEXowXYNDSuBAIvQS4BOlQikUIAAksJO55QRQKBLgADC1YBAlwABhKsBAQSSECCAJKFMHQggEKwAASTYrqFhJRAggJQAnSoRSKEAASSFnc4pI4BAlwBrQLgaEOgSYA0IVwMCCCQhQABJQpk6EEAAAQQQQAABBBBAIBIggHAhIIAAAggggAACCCCAQGICBJDEqKkIAQRCFOCT0EPsFdpUKgE+Cb1U8tSLQLoECCDp6m/OFgEEsgRYhM4lgUCXAIvQuRoQQCAJAQJIEsrUgQACwQrs2bPHOjo6bOnSpcG2kYYhkJTA9u3bbdiwYbZgwYKkqqQeBBBIoQABJIWdzikjgECXwOHDh6Nfpk2bBgsCqRfg30PqLwEAEEhEgACSCDOVIIAAAggggAACCCCAgAQIIFwHCCCAAAIIIIAAAgggkJgAASQxaipCAAEEEEAAAQQQQAABAgjXAAIIIIAAAggggAACCCQmQABJjJqKEEAAAQQQQAABBBBAgADCNYAAAggggAACCCCAAAKJCRBAEqOmIgQQQAABBBBAAAEEECCAcA0ggAACCCCAAAIIIIBAYgIEkMSoqQgBBBBAAAEEEEAAAQQIIFwDCCCAAAIIIIAAAgggkJgAASQxaipCAAEEEEAAAQQQQAABAgjXAAIIIIAAAggggAACCCQmQABJjJqKEEAAAQQQQAABBBBAQAHk/6LixXyRmB2RAAAAAElFTkSuQmCC"></p><p><br></p><p><br></p><p>In order to make a call to MS Graph API, you will have to create an app Azure and assign essential access permission to the app. </p><h3>Register application&nbsp; in B2C tenant</h3><p>Here is the steps for creating an app in Azure:</p><ol><li><p>Sign in to the <a href="https://portal.azure.com/">Azure portal</a> using either a work or school account or a personal Microsoft account.</p><li><p>If your account gives you access to more than one tenant, select your account in the top right corner, and set your portal session to the Azure AD tenant that you want.</p><li><p>In the left-hand navigation pane, select the <strong>Azure Active Directory </strong>service, and then select <strong>App registrations &gt; New registration</strong>.</p></li><li><p>Once you created, click on “<strong>certificates &amp; secrets</strong>” for creating client secret which you will be used in your code. </p></li><li><p>Last step is to assign permissions</p></li><ul><li>In the Required permissions menu, click on <strong>Windows Azure Active Directory</strong>. </li><li>In the Enable Access menu, select the <strong>Read and write directory data</strong> permission from <strong>Application Permissions</strong> and click <strong>Save</strong>. </li><li>Finally, back in the Required permissions menu, click on the <strong>Grant Permissions </strong>button. </li></ul></ol><h2>Build Application</h2> <p>Add the below configuration to your app</p> <script src="https://gist.github.com/walleyuan/8951e726ee150aa43e9e56193a218e18.js"></script> <p>Make HTTP request and add roles into claim</p> <script src="https://gist.github.com/walleyuan/2b6e31ebd5b0ec8fcb44d993c84a091c.js"></script> <h2>Display Roles</h2><p>I create a few groups in Azure and assigned them to my profile. After login, I can see which groups have been assigned to me.</p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/d11a4abc-df9b-48d2-bed9-858a51269e96.png"><img width="730" height="318" title="Capture" style="display: inline; background-image: none;" alt="Capture" src="http://zhenyuan.azurewebsites.net/posts/files/39ceb36c-1a4e-447d-89cb-b5eaa6fb0680.png" border="0"></a></p><h2>Sitecore Virtual User</h2><p>Since the user are not stored in Sitecore, we will need to create a virtual user for assigning these roles. </p>Sat, 06 Jul 2019 06:27:44 Z2020-08-13T16:37:52Zhttps://zhenyuan.azurewebsites.net/post/are-you-ready-for-headless-cmshttps://zhenyuan.azurewebsites.net/post/are-you-ready-for-headless-cmsAre you ready for Headless CMS<p><img alt="Image result for headless cms" src="https://cdn.sanity.io/images/3do82whm/production/102b140f79bf19fb6abf35a91350be5e25cf1e62-2825x1590.png?w=1500"></p><p><br></p><p>Headless CMS enabled architect to&nbsp; separate the content from the display layer or the front-end user experience. It is rising in popularity in the development world.&nbsp; This model allows breakthrough user experience by giving developers the great flexibility to innovate, as well as empowering architects to design the most scalable, decoupled solution.&nbsp; So, as a developer, are you ready for taking the challenge?&nbsp; </p><p>If not, skill up yourself and get ready!&nbsp; In this article, I’m going to explain some of the essential/popular technologies and tools for you. </p><p><br></p><h2><font color="#4bacc6" face="Calibri">NPM/Yarn</font></h2><p><img style="margin-right: auto; margin-left: auto; float: none; display: block;" alt="Image result for NPM yarn" src="https://miro.medium.com/max/944/1*hsD97BfFqM-zcPAeWJItAw.png"></p><p><br></p><p>NPM stands for Node Package Manager. If you are a .net backend developer, it’s similar to Nuget package which keeps track of all the packages and their versions. It allows the developers to easily update/remove them from the solution. Yarn is similar to NPM but with high performance. Yarn install packages in parallel.&nbsp; </p><h2><font color="#809ec2" face="Calibri">Babel</font></h2><p><img style="float: none; display: inline;" alt="Image result for Babel frontend" src="https://seesparkbox.com/uploads/article_uploads/babel.jpg"></p><p>Bable is a JavaScript transpiler that converts new JS code into old ones i.e. convert ES6 code into ES5, which allows developers to use latest JS specifications without worrying about the browser’s compatibility</p><p><br></p><h2><font color="#809ec2" face="Calibri">Webpack</font></h2><p><img alt="Image result for webpack" src="http://parseobjects.com/wp-content/uploads/2017/05/webpack-parse-objects-723x334.png"></p><p>Webpack is used to compile JavaScript modules, used for managing assets, styles, and compilation. it supports Sass, postCSS, UglifyJs etc.</p><h2><font color="#809ec2" face="Calibri"><p><br></p><font color="#809ec2" face="Calibri">ES6</font></font></h2><p><img alt="Image result for ES6" src="https://cdn-images-1.medium.com/max/1200/1*SL4sWHdjGR3vo0x5ta3xfw.jpeg"></p><p>JavaScript ES6 brings new syntax and new awesome features to make your code more modern and more readable. It allows you to write less code and do more. Learn more ES6 from here <a href="http://es6-features.org/">http://es6-features.org/</a></p><h1><font color="#809ec2" face="Calibri">Sitecore JSS</font></h1><p><img alt="Image result for sitecore jss" src="https://www.coreysmith.co/content/images/2019/01/jss.png"></p><p>Sitecore JavaScript Services (JSS) is a complete SDK for JavaScript developers that enables you to build full-fledged solutions using Sitecore and modern JavaScript UI libraries and frameworks.</p><p>JSS is comprised of a series of APIs and services. At a fundamental level JSS extends Sitecore's dynamic, component-based <a href="https://jss.sitecore.com/docs/fundamentals/understanding-layout">layout model</a> to the frontend. Whereas in a traditional JS application each route tends to host known components, in a JSS app a route's components and their data are defined dynamically by Sitecore (or disconnected data when in disconnected mode).<p>Driving layout dynamically enables JSS apps to support content editor driven layouts and support data-driven personalization and multivariate testing - all the power of Sitecore with all the flexibility of a headless deployment model.<p><img alt="JSS Sitecore Integration and Data Flow" src="https://jss.sitecore.com/assets/img/jss-sitecore-integration-data-flow.png"></p>Thu, 06 Jun 2019 13:12:41 Z2019-06-06T13:12:41Zhttps://zhenyuan.azurewebsites.net/post/sitecore-experience-extractorhttps://zhenyuan.azurewebsites.net/post/sitecore-experience-extractorSitecore Experience Extractor<p><a href="http://zhenyuan.azurewebsites.net/posts/files/f3a27071-a09b-44da-9828-734adcec47c1.png"><img title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/244a13c7-369f-46e9-ad6d-93be2ee1f71f.png" border="0"></a></p><p><font size="2">Recently, I’m working on Sitecore analytics project, and I found a useful tool for exporting the interactions data from xDB. That’s why I would like to share it with you.&nbsp; It’s an open source project and the source code is stored here <a href="https://github.com/Sitecore/experience-extractor">https://github.com/Sitecore/experience-extractor</a>.&nbsp; It does exactly the same job as Sitecore analytics, but allows us to export in details which you can use in below scenarios:</font></p><ul><li><font size="2">Analyze, present and share Sitecore data with external tools such as Excel, Power BI, R and Tableau </font><li><font size="2">Prepare and shape data for machine learning </font><li><font size="2">Integrate Sitecore Experience Data in other big data solutions</font></li></ul><p><font size="2">The shell section is the configuration for the export in Json format which consists of </font></p><ul><!--StartFragment--> <li><font size="2"> Source</font><li><font size="2">Mapper</font> <li><font size="2">And optionally post-processors</font></li></ul><p><font size="2">The source is the “Interactions” table in xDB. If you look into the integration table schema, it tells you what data Sitecore is capturing i.e. StartDateTime, the Browser, Location, Device etc. These fields can be the facets for your report.</font></p><p><a href="http://zhenyuan.azurewebsites.net/posts/files/0a582083-4694-4682-a307-348ff6c88b2d.png"><img title="image" style="display: inline; background-image: none;" alt="image" src="http://zhenyuan.azurewebsites.net/posts/files/2cd1490d-368b-4b62-b19b-5085a31f9982.png" border="0"></a></p><p><font size="2">There are more information about the dimension, filter and mapper can be found here <a href="https://github.com/Sitecore/experience-extractor/wiki">https://github.com/Sitecore/experience-extractor/wiki</a></font></p><p><font size="2">&nbsp;<br></font></p><p><font size="2"><br></font></p>Thu, 30 May 2019 03:53:33 Z2019-05-30T03:53:33Z