Open source news and updates, #68

Kubernetes
海外精选
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{"value":"### **May 17th, 2021 - Instalment #68**\nNewsletter #68.\n\nWhat better way that to celebrate my 100th post on dev.to with the latest Amazon Web Services open source news and updates. This week we have posts covering Rust, OpenSearch, SaaS Boost, Apache Airflow, Kubernetes, Taurus, Spring Boot, Jenkins, GraphQL, Redis and more. If you are looking for projects, make sure you check out SaaS Boost which generated a lot of buzz last week, as well as the first beta of OpenSearch, sls-test-tools, Amazon Web Services-assume-role-lib and more. On top of that, check out the workshops this week, covering Apache Airflow and Laravel and finally some new videos and events for your diaries.\n\n### **Celebrating open source contributors**\n\nThe articles posted in this series are only possible thanks to contributors and project maintainers and so I would like to shout out and thank those folks who really do power open source and enable us all to build on top of what they have created.\n\nSo thank you to the following open source heroes: Ben Kehoe, Kyle Davis, Andrew Hopp, Becki Lee, Drew Wright, James Sorling, Ernest Chiang, Sebastian Bille, Vu Dao, Jimmy Ray, Alexei Ledenev, Ajay Swamy, George Lenz, Rotem Bar, Adrian De Luca, Mikhail Vasilyev, Brian Carlson, Claudio Sidi, Jim Gallagher, Mirus Lu, Arjan Schaaf, Benjamin Meyer, Shane Miller, James Sun, Alon Gendler, Dima Breydo, Michael Song, Rajesh Mikkilineni, Matheen Raza and Aaron Miller.\n\nMake sure you find and follow these builders and keep up to date with their open source projects and contributions.\n\n### **Latest from open source projects**\n#### **Amazon Web Services-saas-boost**\n\n++[Amazon Web Services-saas-boost](https://aws-oss.beachgeek.co.uk/if)++ announced during re:Invent 2020, Amazon Web Services SaaS Boost is an open source tool that helps software developers migrate their existing solutions to a Software-as-a-Service (SaaS) delivery model, removing the complexities of building SaaS solutions with ready-to-use core software elements. Those elements include tenant management, deployment automation, analytics dashboards, billing and metering, an administrative web interface, and more.\n\n![image.png](1)\n\nRead the announcement blog post, ++[Amazon Web Services SaaS Boost released as open source](https://aws-oss.beachgeek.co.uk/ig)++ from Adrian De Luca to find out more. This announcement generated a LOT of interest last week, but rather than share the links here I suggest if you are interested in this project, check out some of the other posts that the tech press has written to get some additional perspectives.\n\n#### **OpenSearch**\n\n++[OpenSearch](https://aws-oss.beachgeek.co.uk/hz)++ big news last week from the OpenSearch team, who shared the first beta of OpenSearch and OpenSearch Dashboards. Check out the blog post, ++[OpenSearch Beta 1](https://aws-oss.beachgeek.co.uk/i0)++ from Kyle Davis and Andrew Hopp. Download links are available from that blog post, or if you prefer you can always check out the GitHub repos and the source code. Finally, keep up to date with the latest news by bookmarking the webpage, ++[https://opensearch.org/](https://opensearch.org/)++\n\nOn a related note, the ++[Apache SkyWalking](https://aws-oss.beachgeek.co.uk/ic)++ project wrote last week, ++[OpenSearch, a new storage option to avoid ElasticSearch's SSPL](https://aws-oss.beachgeek.co.uk/id)++ sharing that they had begun work on supporting OpenSearch and that they were supporting it as a storage option for their project.\n\n\n#### **sls-test-tools**\n\n++[sls-test-tools](https://aws-oss.beachgeek.co.uk/iw)++ from the same folks that brought you the amazing sls-dev-tools we have an alpha of sls-test-tools, an open source tool that provides a range of utilities, setup, teardown and assertions to make it easier to write effective and high quality integration tests for Serverless Architectures on Amazon Web Services.\n\n#### **Amazon Web Services-assume-role-lib**\n\n++[Amazon Web Services-assume-role-lib](https://aws-oss.beachgeek.co.uk/iu)++ this library from Amazon Web Services Hero Ben Kehoe is something you will find useful if you work with Amazon Web Services in Python and you do role assumption. As Ben ++[tweeted](https://twitter.com/ben11kehoe/status/1393701765749436418)++ yesterday:\n\nYesterday I had to write a script that iterated over every account and assumed the Organizations access role in each one to do some work. The amount of thinking/remembering about the details of sts.assume_role was zero.\n\nYou can find that script over at ++[his Gists](https://aws-oss.beachgeek.co.uk/iv)++.\n\n#### **dragoneye**\n\n++[dragoneye](https://aws-oss.beachgeek.co.uk/ir)++ dragoneye is an open source tool from Indeni written in Python that is used to collect data about your Amazon Web Services environment using the cloud provider's APIs. It is intended to function as component in other tools who have the need to collect data quickly (multi-threaded), or as a command line to collect a snapshot of a cloud account.\n\n#### **staticweb-open-wp**\n\n++[staticweb-open-wp](https://aws-oss.beachgeek.co.uk/i5)++ this is an open-source, customisable template for Static WordPress stacks on Amazon Web Services that uses WP2Static to deploy HTML files to Amazon Web Services S3. The generated website is served by Amazon Web Services CloudFront and you can read more about this project in the blog post, ++[Open-Source WordPress Stack](https://aws-oss.beachgeek.co.uk/i6)++ that provides a generator that create the CloudFormation stack to deploy this project. If you deploy WordPress sites, make sure you take a look.\n\n### **Community open source posts**\n#### **Open Distro for Elasticsearch**\n\n++[SSRF in Open Distro for Elasticsearch](https://aws-oss.beachgeek.co.uk/ie)++ I enjoyed this post from Rotem Bar that dives deep into CVE-2021-31828, an issue that effects Open Distro for ElasticSearch (ODFE), versions until 1.12.0.2. The post covers the background, the time line and the remediation process, and is a fascinating read for those wanting to know more about how these kinds of vulnerabilities are managed responsibly.\n\n#### **Serverless**\n\n++[Serverless Framework vs SAM vs Amazon Web Services CDK](https://aws-oss.beachgeek.co.uk/i7)++ Sebastian Bille shares his thoughts and experiences as he compares a number of open source developer tools that developers can use when building serverless applications. Seb takes the approach of trying these different tools to build and deploy the same application, sharing his thoughts as he goes along. Nice.\n\n#### **Kubernetes**\n\nA couple of Kubernetes related community posts this week. First up we have, ++[Amazon Web Services CDK for EKS — Kubernetes Manifest Handling](https://aws-oss.beachgeek.co.uk/i8)++ where Jimmy Ray follows up from a previous post on using Amazon Web Services CDK to deploy a sample Java application on Amazon EKS, with this post that dives deeper into Kubernetes YAML manifests. From what these are to how to use them with Amazon Web Services CDK, this is a great post to understand what your options are when managing Kubernetes manifests and the resulting Kubernetes resources that get created.\n\nFollowing that we have Vu Dao with, ++[Add Taints To Amazon Web Services EKS Cluster And Trouble Shooting](https://aws-oss.beachgeek.co.uk/i9)++ which takes a look at a newly released feature within Amazon Web Services EKS, Kubernetes node taints (see Quick Updates below for more info), and how you can get started with these to help you with managing and troubleshooting your EKS Clusters.\n\n#### **Spotinfo**\n\n++[Spotinfo — a new CLI for Amazon Web Services Spot](https://aws-oss.beachgeek.co.uk/ia)++ a couple of weeks back I covered a great new open source tool from Alexei Ledenev called ++[spotinfo](https://dev.to/aws/aws-open-source-news-and-updates-66-1bhj)++, a command-line tool that helps you determine Amazon Web Services Spot instance types with the least chance of interruption and provides the savings you get over on-demand rates. Alexei has put together this post shows you how it works and how to get started. If you like this tool like I do, then remember to check out the GitHub repo and give it some love.\n\n#### **Regula**\n\nLast week Fugue posted news that their open source tool Regula, now supported Amazon Web Services CloudFormation. You can read the full post from Drew Wright, ++[Regula Adds Support for Amazon Web Services CloudFormation Security Checks](https://aws-oss.beachgeek.co.uk/i2)++ and then if that piques your interest, why not take the next step and follow their clear tutorial, ++[Checking Amazon Web Services CloudFormation IaC Security with Regula](https://aws-oss.beachgeek.co.uk/i1)++ that Becki Lee has put together.\n\n#### **Apache Airflow**\n\n++[Working with the RedshiftToS3Transfer operator and Amazon Managed Workflows for Apache Airflow](https://aws-oss.beachgeek.co.uk/it)++ something I worked on last week after some discussions in the Apache Airflow community slack channel, where a community member was getting some unexpected behaviour when using the Airflow operator that lets you move data from Redshift to S3. Took me a while to get this working in a secure way, so have made this super easy for you to reproduce in this blog post now. How to work and integration Amazon Redshift with your Apache Airflow workflows.\n\n### **Amazon Web Services open source posts**\n#### **Kubernetes**\n++[Migrating from self-managed Kubernetes to Amazon EKS? Here are some key considerations](https://aws-oss.beachgeek.co.uk/iq)++ Matheen Raza and Aaron Miller talk about some of the things to think about when planning your migration from your own, self managed Kubernetes clusters to Amazon EKS. They cover topics such as versions, security, networking and storage as well as some ideas on how to approach testing. If this is something you have been thinking about, this post is for you.\n\n#### **Rust**\n\nThe Rust language builds on the superpowers of other languages and innovates when required to deliver big on performance, reliability, productivity, and accessibility. In this post, ++[Innovating with Rust](https://aws-oss.beachgeek.co.uk/im)++ Shane Miller takes a look at the missions and goals of Rust within Amazon Web Services, how we working with the open source community, the Amazon Web Services Rust team and the future.\n\n#### **Apache Airflow**\n\n++[Manage and process your big data workflows with Amazon MWAA and Amazon EMR on Amazon EKS](https://aws-oss.beachgeek.co.uk/il)++ James Sun, Alon Gendler, and Dima Breydo provided a great deep dive in how you can orchestrate an ETL pipeline using Amazon MWAA with EMR on EKS, using the sample Citi Bike dataset and providing you with everything you need so you can reproduce this in your own environment. That is my weekend sorted.\n\n![image.png](2)\n\n\n#### **GraphQL**\n\n++[How Takeda uses the GraphQL API with Amazon Web Services AppSync to support data scientists](https://aws-oss.beachgeek.co.uk/ip)++ Michael Song and Rajesh Mikkilineni from Takeda show you how you can deploy an API using JupyterHub to access data via GraphQL, and use JupyterHub to run queries to fetch the dataset using the GraphQL API. They have taken this approach to provide API-based access to data as the flexibility of GraphQL enables researchers to access data the way they need it. To dive deeper, read on.\n\n#### **Taurus**\n\nTaurus is an open source tool that simplifies the process of performance and functional tests with an automation-friendly convenience wrapper for a number of open source testing tools such as JMeter, Gatling, Locust.io, Grinder and Selenium WebDriver. In this post, ++[Ensure Optimal Application Performance with Distributed Load Testing on v](https://aws-oss.beachgeek.co.uk/ib)++ Ajay Swamy and George Lenz walk you through a new open sourced solution, Distributed Load Testing on Amazon Web Services, to help you automate the performance testing of your software applications at scale.\n\n![image.png](3)\n\n#### **Jenkins**\n\n++[Unify your iOS mobile app CI/CD pipeline with Amazon EC2 Mac Instances](https://aws-oss.beachgeek.co.uk/ik)++ Benjamin Meyer shares with you how you can use Jenkins to build a CI/CD pipeline with the new Amazon EC2 Mac instance types to build and test your iOS and macOS applications. The post also talks about Fastlane, an open-source platform aimed at simplifying Android and iOS deployment, and the walk through shows you how you can incorporate to automate the development and release workflow of mobile applications.\n\n![image.png](4)\n\n#### **Redis**\n\n++[Manage Amazon Web Services ElastiCache for Redis access with Role-Based Access Control, Amazon Web Services Secrets Manager, and IAM](https://aws-oss.beachgeek.co.uk/ii)++ Claudio Sidi, Jim Gallagher, and Mirus Lu collaborate on this solution to address the lack of an out-of-the-box way to grant IAM entities (roles, users, or groups) read and write access to Redis when using RBAC. The post shows you how you can associate IAM entities with ElastiCache RBAC users and ACLs, through the use of Amazon Web Services Secrets Manager as a proxy for granting access to ElastiCache RBAC user credentials.\n\n![image.png](5)\n\n#### **Spring Boot**\n\n++[Amazon DynamoDB single-table design using DynamoDBMapper and Spring Boot](https://aws-oss.beachgeek.co.uk/ij)++ Arjan Schaaf with a great post for Java/Spring Boot fans, taking a look at how to us a single-table design approach in conjunction with Spring Data (used by Spring Boot based application for data access) when using a nonrelational database, in this case DynamoDB. Check out the code in the GitHub repo and suggestions of how you can tailor this solution for your own needs.\n\n#### **Open Source on Amazon Web Services**\n++[Choosing a CI/CD approach: Open Source on Amazon Web Services, an Iponweb story](https://aws-oss.beachgeek.co.uk/ih)++ Mikhail Vasilyev and Brian Carlson take a look at how one customer, Iponweb, approached choosing a continuous integration, continuous deployment (CI/CD) environment using open source tools running on Amazon Web Services.\n\nI loved the quote from Michael Benuhis, CTO at Iponweb.\n\n“Iponweb was able to get the best of open-source software and public cloud services by building the continuous integration platform on Amazon Web Services. Open-source tools provided Iponweb platform agnosticism for serving our diverse customer base, while managed Amazon EKS on EC2 Spot Instances eliminated the operational burden of managing our own Kubernetes infrastructure, and with greater cost efficiency.”\n\n#### **Quick updates**\n#### **Apache Ranger**\n\nAmazon EMR integration with Apache Ranger is now available on EMR 6.3, allowing you to define, enforce, and audit fine-grained data access control. With this feature, you can define and enforce 1/ database, table, and column level authorisation policies for Apache Spark and Apache Hive users to access data through Hive Metastore, and 2/ prefix and object level authorisation policies when accessing data in Amazon S3 via the Amazon EMR File System (EMRFS), leveraging Amazon CloudWatch to capture auditing logs.\n\nApache Ranger is an open-source tool to enable, monitor, and manage comprehensive data security across the Hadoop platform. Previously, you can use Apache Ranger to enforce fine-grained authorisation on data in HDFS with Apache Hive using this blog post. Now this native integration enables additional capabilities. You can define three types of authorisation policies on Apache Ranger Policy Admin server. You can set table, column, and row level authorisation for Apache Hive, table and column level authorisation for Apache Spark, and prefix and object level authorisation for Amazon S3. Amazon EMR automatically installs and configures the corresponding Apache Ranger plugins on the cluster. These Ranger plugins sync up with the Policy Admin server for authorisation polices, enforce data access control, and send auditing events to Amazon CloudWatch Logs.\n\nCheck out the full announcement here, ++[Amazon EMR 6.3 now supports Apache Ranger for fine-grained data access control](https://aws-oss.beachgeek.co.uk/hw)++\n\n#### **Kubernetes**\n\nAmazon Elastic Kubernetes Service (EKS) managed node groups now supports Kubernetes node taints, simplifying node lifecycle management for clusters with varying application resource requirements.\n\nWith managed node group support for Kubernetes node taints, you can easily section off groups of Amazon EC2 instances in your cluster as designated for only certain applications. You can apply a toleration to your pods that allows them to be scheduled onto nodes with matching taints. Taints and tolerations work together to ensure that pods are not scheduled onto inappropriate nodes.\n\n### **Workshop**\n#### **Apache Airflow**\n\nReally good to see this new workshop, ++[Apache Airflow for Analytics.](https://aws-oss.beachgeek.co.uk/hx)++\n\nIn this workshop, you will learn how to build and orchestrate data and ML pipelines that include services such as Amazon S3, Amazon Redshift, Amazon EMR, Amazon Web Services Glue, and Amazon SageMaker. You will gain familiarity and a better understanding of the hooks and operators available as part of Airflow to manage your pipelines/workflows on Amazon Web Services.\n\n#### **Laravel**\n\n++[laravel-on-Amazon Web Services-ecs-workshops](https://aws-oss.beachgeek.co.uk/i4)++ I somehow missed this when it surfaced a few months ago, but better late than never. If you are a PHP/Laravel developer, then this workshop from Ernest Chiang will guide you to deploying your Laravel applications onto Amazon Web Services, guiding you through a number of different steps that improve your architecture and enable you to move to support production workloads.\n\n### **Video of the week**\n#### **Amazon Web Services Copilot and Wordpress**\n\nIn last weeks Containers from the Couch session, Austin Ely from the Copilot team walks you through what it takes to build a highly available, containerised Wordpress site. This video includes building a network file system using Amazon EFS, and a serverless relational MySQL database using Aurora Serverless. All that is done while diving into the latest features we've added to the Amazon Web Services Copilot CLI!\n\n<video src=\"https://dev-media.amazoncloud.cn/47287422e42445d186ac391aa0cd0500_Deploying%20a%20production%20ready%20Wordpress%20site%20in%20minutes%20with%20the%20AWS%20Copilot%20CLI.mp4\" class=\"manvaVedio\" controls=\"controls\" style=\"width:160px;height:160px\"></video>\n\n#### **DevSecOps**\n\nLast week I enjoyed listening to ++[Security Superfriends | James Sorling, Security Architect, WirelessCar](https://aws-oss.beachgeek.co.uk/i3)++ which talks about meeting developers where they were, in their toolchains, and in their workflows and getting them to scan their infrastructure as code (IaC) early in development. This often uses open source tools, and James (who I featured last week) is a contributor to CFN-nag and integration of that into tools like SonarQube.\n\n<video src=\"https://dev-media.amazoncloud.cn/ff36ce3a4b6545efba12229fbaaf0538_Security%20Superfriends%20Episode%207%EF%BC%9A%20James%20S%C3%B6rling.mp4\" class=\"manvaVedio\" controls=\"controls\" style=\"width:160px;height:160px\"></video>\n\n#### **Events for your diary**\n#### **Open Sourcing Amazon Web Services DeepRacer**\n#### **May 18th, 8:00PM CET**\n\nRecently we expanded Amazon Web Services DeepRacer’s educational capabilities to coding robotics applications with the introduction of Amazon Web Services DeepRacer Open Source. Now, aspiring ROS developers can use their Amazon Web Services DeepRacer device to experiment with sample projects developed by our GitHub community, and contribute their own projects for a chance to be featured. During this tech talk we’ll provide an overview of DeepRacer Open Source, how to access sample projects in the DeepRacer GitHub community, and finally we’ll show you how to program your DeepRacer to scare off unwanted critters with the DeepRacer Robocat project.\n\nFind out more and register by clicking over ++[here](https://aws-oss.beachgeek.co.uk/in)++.\n\n#### **How to Run Your First HPC Job on Amazon Web Services**\n#### **May 25th, 8:00PM CET**\n\nIn this online webinar you will learn how to set up your first HPC cluster on Amazon Web Services. We'll cover everything from installing Amazon Web Services ParallelCluster (and open source cluster management tool to deploy and manage HPC clusters in the Amazon Web Services cloud), selecting the your Amazon EC2 instances, when to use Spot Instances to save up to 90% on compute, to launching your first MPI “hello world” job from the command line.\n\nFind out more and register by clicking over ++[here](https://aws-oss.beachgeek.co.uk/io)++.\n\n#### **Mobile and Front-End Live**\n#### **May 25th, 9:00 - 15:00 PDT**\n\nThis is a LIVE streamed event on Twitch focused on accelerating full-stack mobile and web development. Learn about Amazon Web Services Amplify, a set of purpose-built tools and services for front-end web and mobile developers that simplify app development. Deep dive into GraphQL and Amazon Web Services AppSync, a fully-managed GraphQL service that improves app performance and developer productivity.\n\nYou can read more about what you can expect in the blog post, ++[Mobile and Front-End Live, May 25](https://aws-oss.beachgeek.co.uk/f4)++ and ++[register via this link](https://aws-oss.beachgeek.co.uk/f3)++.\n\n#### **Cloud Native Day**\n#### **23rd September, Bern Switzerland**\n\nWhat is this, an in person event returning? A stellar line up including our own Michael Hausenblas, an event looking at CNCF projects and the future of IT. Find out more and to view prices/register, by clicking ++[here](https://cloudnativeday.ch/en/#speakers)++.\n\n### **Stay in touch with open source at Amazon Web Services**\nI hope this summary has been useful. Remember to check out the ++[Open Source homepage](https://aws.amazon.com/opensource/?opensource-all.sort-by=item.additionalFields.startDate&opensource-all.sort-order=asc)++ to keep up to date with all our activity in open source by following us on ++[@Amazon Web ServicesOpen](https://twitter.com/AWSOpen)++.\n\n\n\n\n\n\n\n\n\n","render":"<h3><a id=\"May_17th_2021__Instalment_68_0\"></a><strong>May 17th, 2021 - Instalment #68</strong></h3>\n<p>Newsletter #68.</p>\n<p>What better way that to celebrate my 100th post on dev.to with the latest Amazon Web Services open source news and updates. This week we have posts covering Rust, OpenSearch, SaaS Boost, Apache Airflow, Kubernetes, Taurus, Spring Boot, Jenkins, GraphQL, Redis and more. If you are looking for projects, make sure you check out SaaS Boost which generated a lot of buzz last week, as well as the first beta of OpenSearch, sls-test-tools, Amazon Web Services-assume-role-lib and more. On top of that, check out the workshops this week, covering Apache Airflow and Laravel and finally some new videos and events for your diaries.</p>\n<h3><a id=\"Celebrating_open_source_contributors_5\"></a><strong>Celebrating open source contributors</strong></h3>\n<p>The articles posted in this series are only possible thanks to contributors and project maintainers and so I would like to shout out and thank those folks who really do power open source and enable us all to build on top of what they have created.</p>\n<p>So thank you to the following open source heroes: Ben Kehoe, Kyle Davis, Andrew Hopp, Becki Lee, Drew Wright, James Sorling, Ernest Chiang, Sebastian Bille, Vu Dao, Jimmy Ray, Alexei Ledenev, Ajay Swamy, George Lenz, Rotem Bar, Adrian De Luca, Mikhail Vasilyev, Brian Carlson, Claudio Sidi, Jim Gallagher, Mirus Lu, Arjan Schaaf, Benjamin Meyer, Shane Miller, James Sun, Alon Gendler, Dima Breydo, Michael Song, Rajesh Mikkilineni, Matheen Raza and Aaron Miller.</p>\n<p>Make sure you find and follow these builders and keep up to date with their open source projects and contributions.</p>\n<h3><a id=\"Latest_from_open_source_projects_13\"></a><strong>Latest from open source projects</strong></h3>\n<h4><a id=\"Amazon_Web_Servicessaasboost_14\"></a><strong>Amazon Web Services-saas-boost</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/if\" target=\"_blank\">Amazon Web Services-saas-boost</a></ins> announced during re:Invent 2020, Amazon Web Services SaaS Boost is an open source tool that helps software developers migrate their existing solutions to a Software-as-a-Service (SaaS) delivery model, removing the complexities of building SaaS solutions with ready-to-use core software elements. Those elements include tenant management, deployment automation, analytics dashboards, billing and metering, an administrative web interface, and more.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"1\" /></p>\n<p>Read the announcement blog post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/ig\" target=\"_blank\">Amazon Web Services SaaS Boost released as open source</a></ins> from Adrian De Luca to find out more. This announcement generated a LOT of interest last week, but rather than share the links here I suggest if you are interested in this project, check out some of the other posts that the tech press has written to get some additional perspectives.</p>\n<h4><a id=\"OpenSearch_22\"></a><strong>OpenSearch</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/hz\" target=\"_blank\">OpenSearch</a></ins> big news last week from the OpenSearch team, who shared the first beta of OpenSearch and OpenSearch Dashboards. Check out the blog post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/i0\" target=\"_blank\">OpenSearch Beta 1</a></ins> from Kyle Davis and Andrew Hopp. Download links are available from that blog post, or if you prefer you can always check out the GitHub repos and the source code. Finally, keep up to date with the latest news by bookmarking the webpage, <ins><a href=\"https://opensearch.org/\" target=\"_blank\">https://opensearch.org/</a></ins></p>\n<p>On a related note, the <ins><a href=\"https://aws-oss.beachgeek.co.uk/ic\" target=\"_blank\">Apache SkyWalking</a></ins> project wrote last week, <ins><a href=\"https://aws-oss.beachgeek.co.uk/id\" target=\"_blank\">OpenSearch, a new storage option to avoid ElasticSearch’s SSPL</a></ins> sharing that they had begun work on supporting OpenSearch and that they were supporting it as a storage option for their project.</p>\n<h4><a id=\"slstesttools_29\"></a><strong>sls-test-tools</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/iw\" target=\"_blank\">sls-test-tools</a></ins> from the same folks that brought you the amazing sls-dev-tools we have an alpha of sls-test-tools, an open source tool that provides a range of utilities, setup, teardown and assertions to make it easier to write effective and high quality integration tests for Serverless Architectures on Amazon Web Services.</p>\n<h4><a id=\"Amazon_Web_Servicesassumerolelib_33\"></a><strong>Amazon Web Services-assume-role-lib</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/iu\" target=\"_blank\">Amazon Web Services-assume-role-lib</a></ins> this library from Amazon Web Services Hero Ben Kehoe is something you will find useful if you work with Amazon Web Services in Python and you do role assumption. As Ben <ins><a href=\"https://twitter.com/ben11kehoe/status/1393701765749436418\" target=\"_blank\">tweeted</a></ins> yesterday:</p>\n<p>Yesterday I had to write a script that iterated over every account and assumed the Organizations access role in each one to do some work. The amount of thinking/remembering about the details of sts.assume_role was zero.</p>\n<p>You can find that script over at <ins><a href=\"https://aws-oss.beachgeek.co.uk/iv\" target=\"_blank\">his Gists</a></ins>.</p>\n<h4><a id=\"dragoneye_41\"></a><strong>dragoneye</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ir\" target=\"_blank\">dragoneye</a></ins> dragoneye is an open source tool from Indeni written in Python that is used to collect data about your Amazon Web Services environment using the cloud provider’s APIs. It is intended to function as component in other tools who have the need to collect data quickly (multi-threaded), or as a command line to collect a snapshot of a cloud account.</p>\n<h4><a id=\"staticwebopenwp_45\"></a><strong>staticweb-open-wp</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/i5\" target=\"_blank\">staticweb-open-wp</a></ins> this is an open-source, customisable template for Static WordPress stacks on Amazon Web Services that uses WP2Static to deploy HTML files to Amazon Web Services S3. The generated website is served by Amazon Web Services CloudFront and you can read more about this project in the blog post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/i6\" target=\"_blank\">Open-Source WordPress Stack</a></ins> that provides a generator that create the CloudFormation stack to deploy this project. If you deploy WordPress sites, make sure you take a look.</p>\n<h3><a id=\"Community_open_source_posts_49\"></a><strong>Community open source posts</strong></h3>\n<h4><a id=\"Open_Distro_for_Elasticsearch_50\"></a><strong>Open Distro for Elasticsearch</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ie\" target=\"_blank\">SSRF in Open Distro for Elasticsearch</a></ins> I enjoyed this post from Rotem Bar that dives deep into CVE-2021-31828, an issue that effects Open Distro for ElasticSearch (ODFE), versions until 1.12.0.2. The post covers the background, the time line and the remediation process, and is a fascinating read for those wanting to know more about how these kinds of vulnerabilities are managed responsibly.</p>\n<h4><a id=\"Serverless_54\"></a><strong>Serverless</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/i7\" target=\"_blank\">Serverless Framework vs SAM vs Amazon Web Services CDK</a></ins> Sebastian Bille shares his thoughts and experiences as he compares a number of open source developer tools that developers can use when building serverless applications. Seb takes the approach of trying these different tools to build and deploy the same application, sharing his thoughts as he goes along. Nice.</p>\n<h4><a id=\"Kubernetes_58\"></a><strong>Kubernetes</strong></h4>\n<p>A couple of Kubernetes related community posts this week. First up we have, <ins><a href=\"https://aws-oss.beachgeek.co.uk/i8\" target=\"_blank\">Amazon Web Services CDK for EKS — Kubernetes Manifest Handling</a></ins> where Jimmy Ray follows up from a previous post on using Amazon Web Services CDK to deploy a sample Java application on Amazon EKS, with this post that dives deeper into Kubernetes YAML manifests. From what these are to how to use them with Amazon Web Services CDK, this is a great post to understand what your options are when managing Kubernetes manifests and the resulting Kubernetes resources that get created.</p>\n<p>Following that we have Vu Dao with, <ins><a href=\"https://aws-oss.beachgeek.co.uk/i9\" target=\"_blank\">Add Taints To Amazon Web Services EKS Cluster And Trouble Shooting</a></ins> which takes a look at a newly released feature within Amazon Web Services EKS, Kubernetes node taints (see Quick Updates below for more info), and how you can get started with these to help you with managing and troubleshooting your EKS Clusters.</p>\n<h4><a id=\"Spotinfo_64\"></a><strong>Spotinfo</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ia\" target=\"_blank\">Spotinfo — a new CLI for Amazon Web Services Spot</a></ins> a couple of weeks back I covered a great new open source tool from Alexei Ledenev called <ins><a href=\"https://dev.to/aws/aws-open-source-news-and-updates-66-1bhj\" target=\"_blank\">spotinfo</a></ins>, a command-line tool that helps you determine Amazon Web Services Spot instance types with the least chance of interruption and provides the savings you get over on-demand rates. Alexei has put together this post shows you how it works and how to get started. If you like this tool like I do, then remember to check out the GitHub repo and give it some love.</p>\n<h4><a id=\"Regula_68\"></a><strong>Regula</strong></h4>\n<p>Last week Fugue posted news that their open source tool Regula, now supported Amazon Web Services CloudFormation. You can read the full post from Drew Wright, <ins><a href=\"https://aws-oss.beachgeek.co.uk/i2\" target=\"_blank\">Regula Adds Support for Amazon Web Services CloudFormation Security Checks</a></ins> and then if that piques your interest, why not take the next step and follow their clear tutorial, <ins><a href=\"https://aws-oss.beachgeek.co.uk/i1\" target=\"_blank\">Checking Amazon Web Services CloudFormation IaC Security with Regula</a></ins> that Becki Lee has put together.</p>\n<h4><a id=\"Apache_Airflow_72\"></a><strong>Apache Airflow</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/it\" target=\"_blank\">Working with the RedshiftToS3Transfer operator and Amazon Managed Workflows for Apache Airflow</a></ins> something I worked on last week after some discussions in the Apache Airflow community slack channel, where a community member was getting some unexpected behaviour when using the Airflow operator that lets you move data from Redshift to S3. Took me a while to get this working in a secure way, so have made this super easy for you to reproduce in this blog post now. How to work and integration Amazon Redshift with your Apache Airflow workflows.</p>\n<h3><a id=\"Amazon_Web_Services_open_source_posts_76\"></a><strong>Amazon Web Services open source posts</strong></h3>\n<h4><a id=\"Kubernetes_77\"></a><strong>Kubernetes</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/iq\" target=\"_blank\">Migrating from self-managed Kubernetes to Amazon EKS? Here are some key considerations</a></ins> Matheen Raza and Aaron Miller talk about some of the things to think about when planning your migration from your own, self managed Kubernetes clusters to Amazon EKS. They cover topics such as versions, security, networking and storage as well as some ideas on how to approach testing. If this is something you have been thinking about, this post is for you.</p>\n<h4><a id=\"Rust_80\"></a><strong>Rust</strong></h4>\n<p>The Rust language builds on the superpowers of other languages and innovates when required to deliver big on performance, reliability, productivity, and accessibility. In this post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/im\" target=\"_blank\">Innovating with Rust</a></ins> Shane Miller takes a look at the missions and goals of Rust within Amazon Web Services, how we working with the open source community, the Amazon Web Services Rust team and the future.</p>\n<h4><a id=\"Apache_Airflow_84\"></a><strong>Apache Airflow</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/il\" target=\"_blank\">Manage and process your big data workflows with Amazon MWAA and Amazon EMR on Amazon EKS</a></ins> James Sun, Alon Gendler, and Dima Breydo provided a great deep dive in how you can orchestrate an ETL pipeline using Amazon MWAA with EMR on EKS, using the sample Citi Bike dataset and providing you with everything you need so you can reproduce this in your own environment. That is my weekend sorted.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"2\" /></p>\n<h4><a id=\"GraphQL_91\"></a><strong>GraphQL</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ip\" target=\"_blank\">How Takeda uses the GraphQL API with Amazon Web Services AppSync to support data scientists</a></ins> Michael Song and Rajesh Mikkilineni from Takeda show you how you can deploy an API using JupyterHub to access data via GraphQL, and use JupyterHub to run queries to fetch the dataset using the GraphQL API. They have taken this approach to provide API-based access to data as the flexibility of GraphQL enables researchers to access data the way they need it. To dive deeper, read on.</p>\n<h4><a id=\"Taurus_95\"></a><strong>Taurus</strong></h4>\n<p>Taurus is an open source tool that simplifies the process of performance and functional tests with an automation-friendly convenience wrapper for a number of open source testing tools such as JMeter, Gatling, Locust.io, Grinder and Selenium WebDriver. In this post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/ib\" target=\"_blank\">Ensure Optimal Application Performance with Distributed Load Testing on v</a></ins> Ajay Swamy and George Lenz walk you through a new open sourced solution, Distributed Load Testing on Amazon Web Services, to help you automate the performance testing of your software applications at scale.</p>\n<p><img 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\" alt=\"image.png\" rel=\"3\" /></p>\n<h4><a id=\"Jenkins_101\"></a><strong>Jenkins</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ik\" target=\"_blank\">Unify your iOS mobile app CI/CD pipeline with Amazon EC2 Mac Instances</a></ins> Benjamin Meyer shares with you how you can use Jenkins to build a CI/CD pipeline with the new Amazon EC2 Mac instance types to build and test your iOS and macOS applications. The post also talks about Fastlane, an open-source platform aimed at simplifying Android and iOS deployment, and the walk through shows you how you can incorporate to automate the development and release workflow of mobile applications.</p>\n<p><img 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\" alt=\"image.png\" rel=\"4\" /></p>\n<h4><a id=\"Redis_107\"></a><strong>Redis</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ii\" target=\"_blank\">Manage Amazon Web Services ElastiCache for Redis access with Role-Based Access Control, Amazon Web Services Secrets Manager, and IAM</a></ins> Claudio Sidi, Jim Gallagher, and Mirus Lu collaborate on this solution to address the lack of an out-of-the-box way to grant IAM entities (roles, users, or groups) read and write access to Redis when using RBAC. The post shows you how you can associate IAM entities with ElastiCache RBAC users and ACLs, through the use of Amazon Web Services Secrets Manager as a proxy for granting access to ElastiCache RBAC user credentials.</p>\n<p><img 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FRgCb8B30noS7AJUYQOAl9e3hTh8+asNfAOtPQDbBspCIhKjOyzHnrbMwiCZBk35MUTP8PSm7wHqAt7NvT6r5+urgDm5Kx1NgQLeo+lVpUuBUqAUWJgC04A3sBiPqzhdCdACVhDZl7EPUsFppv/imZWnfGJulcuHJQKxjvEM2/f1tGZjvy0e3kltqWO+3+bpvfCN1pch6GZf/QppWNglsxOGwNwPf/TD0eXLl0cfffRRLfsa0OMHP/jBCLhVOroCBbxH16xqlAKlQCmwEAUmAS9QzBLgBaPDmN2+jHLA0hLvLDhu6eNPvLQA1YciArS8woCWJ3dcdj82WD6oDeymLeu0NQl6+/Lpu7wC3oVcLlttJB7LP/uzPxudO3dudO21145uvvnm0R133DG6/fbbd36hwy233DK65pprRo888kh7IHBBRLetvjgWNLgC3gUJWWZKgVKgFDiKAm5Uk4A3oNivQaMlwBkATZnk209ZkAlwAS1YtjSw3dtrN0nbyQfBADheXzbYiv1J61Zm39PbPHIXvtHAdlhPuQLeo1wZu1c20MZ7ed99941uuOGG0fnz50c//vH+Q9vuSTJxxHs/3xu9+uqrozvvvHN04403jr773e+2cn/+538xsXxlHlSggPegHrVXCpQCpcDKFOiBNxA7ad0gcn8qsGnHk9+XDfxaOw48E5srfMFHISx9OZ7bAG5sTlqnjHULb9jba4DNVo6pZ7+Ad2WX1EY2BHhB21e+8pXR9ddfP3rvvffaOOSDlOMs7J1kCYTrSOz04qbPObaKddr3YHDPPfeMvvjFL7a+ye/7m3K1PqhAAe9BPWqvFCgFSoGVKOAG1QNvD4mTAHOYN6u8420BsPsL+OTJ5dEV2/vNq64aH5sGun07/bb+2A/Q8iYLp2g292eDKOBdyaW00Y0E1N5+++3muXzqqafaeABkjp3GAH/2s5+NXnvttRZHnH5cuXJl9PLLL4/01XEJRAV27ffb9tVd1FjYSl8uXbrUvLwXLlxo/dBGpcMVKOA9XJ86WgqUAqXA0hTogXcItMvanzRLw0naCgQDX0v2YzNAnJfpliZmGd5IBQJqQPK6664bfe973xuPw7E/ev+90Tvv/eF43W8Pj2VfGV7Q46QApfpXXXXV6Pnnn29mwO69997b8sQYB3j7NjKWPq/fju0+76jbsSHWWfhH/4BwVFu7Vr6Ad9fOeI23FCgF1kIBN67TAN6AaYB0UWugO4Rdtnl8K6RhLS65texEIPGFF15oMAnkJED5T37/mdFv/KO/Nfp7T/5X4/Vw2/5wUed/+j/+/ui73/vTZiuQOI8AKQt4vTTHy2vGCCEEAFgMbfr84Ycfjs6ePdug86233mrmv3PpUvMC92W+/vWvjwE89ufpy2Fl2H/ooYdGTz75ZCuW9g6rs+vHCnh3/Qqo8ZcCpcCpKXAawLsowJ3XTgHvqV1eG9FwQC3AmxfVwGrANZ5b61ff+Wbz9tq++N4bbT/rHAPK/9FDN7ZjRxUhQMqj+4UvfKHBLE+qWSPAb/r7/vvvj+66664GwUDYDArf+ta3GgAr++6777amn3766RaXvKgXzNI/8FbAe7SzW8B7NL2qdClQCpQCC1HAjauAdyFSlpENViAAGeCNhzfA++ULj7fRBWbt2Aa5wxQYTF3lkjcsO20/5QEvD68wC0BrWrAPPvigVeN9fvzxx1u+F+zMngCKb7vtttGbb77Z4PhrX/tag2MzKigrxfa0tufJjw26FfDOo9inZQp4P9WitkqBUqAUWKkCAV5hBjyh27p4Ia5ieFd6aW1MY/MCb8Ib4r21DvxlsNnvgTfH5l3HBuC96aabmnfW7BGg1/y3+iuUISEO4nrvv//+NpWaGSZyTB5AVk9Ig5SxztuXSeXSvwLeSeocnlfAe7g+dbQUKAVKgaUpAHj/wa/8aotx9TLZti7m9y3gXdpltNGGA4GzPLwAVFzuVf/pVW1tf5gCg4sCXnPdeimMB/fBBx9s8CqsQXyvcAbe3wceeGD08MMPt7V4WuPh3eXtlS/UQfiDlLEO+32U/YyxgPcoqn1StoD36JpVjVKgFCgFFqKAmD83zmeeeaZNFWaO3G1d3GwqlQJDBQKBs4BXeIK4XIvYXlA7TIHBRQAvqAW8r7zySmsmszbcfffdIy+mPfroow2AA7Nf+tKXmqdXYWENvMO8u0888USrn3EO+3zU/YyxgPeoyn0yhVw7L0evWjVKgVKgFCgFTqIA4HUDNSWT5GaWG9pJ7C6i7iL6sU7jWYQmZWPxCgQEZwGvEAazMXhZjacXAA9TrtlJwDvvtRgbAFeIQsIRtPXNb36zQSzY9TcrxvfMmTPtc79eVMuMCV684/kFvC+++GLrZsY57PNR99O/At6jKlfAe3TFqkYpUAqUAgtSIMCbm+qibooL6l6ZKQWWrkCu+VnAC2ITxmCu3rzc1ncwMKgsOB6/tPZxX+qT7ZT97JFPcvwi4ZeXjz76aFxEm/KA709/+tPR66+/3sIWhC4A24xFOfG+XlhLn2e1N25kxkbsFPDOEGrC4QppmCBKZZUCpUApsAoFCnhXoXK1sc4KBBLnAV4gK1n3H6jI+AKDjgt76L3A4nDNrmDdp9Tp806yzTMshvfqq69un0pmK2M8id3UTX8LeKPI/OsC3vm1qpKlQClQCixUgQLehcpZxjZQgcDgLOA1PZn4XdORgVkhDqmbYQcG4+FVlrdVGITyWYAwYE5ceerFTtbsT1uUUa8/Ls98u8IZHnvssTZjQ8rF5knX6at2a1qyo6lZwHs0vap0KVAKlAILU6CAd2FSlqENVQC4SbOA1+eChSlc9d9+MktDvL2Thh3IBbbiff/d//FfH3/Ego3sA2BlpYDkJHtHyRPqcPny5bHdo9Sdp2z6WcA7j1oHyxTwHtSj9kqBUqAUWJkCmwC8brC1lAbLugYCvM8//3x7ySsAmrCEfHgiXlvTkoFWoQOHpXiCE8vLy8uGxTGwC3zZT5uBydgVv2sWBvPpWgPZhESkbK+LesbDnvAJ8bvqSH25Yd20lzLZn7RO3QLeSeocnlfAe7g+dbQUKAVKgaUpsM7Amxvr0gZfhkuBTgEvbprxIPA5BF6eWvAqX2gDUE1IQszkmuUNHsJsyvRr4Btbgc2slfviF7/YpiYzA4PFS2hnz54d9zHt9TaBsY9OnDt3rnmtvdAmDcsO93sbh22nXgHvYSpNPlbAO1mXyi0FSoFSYOkKrDPwGjxvFk+auEQxj7xVbujxevF81VIanOQacC25trzoZRqvacALdH/4ox+2v0nlLYE/mdlWBhgDZLZcw31d5eJVVk/YAzgGv5JjsWUeXtB76dKltvQfn1BW+IIvq/n7SL/feuutNp2Z+XfpIlRDYtPfkrx4p/WVjSQ25KX95PfrHCvg7VWZb7uAdz6dqlQpUAqUAgtXYF2B100ViPikqk+n3nDDDe1TqjxcPF2+MFVLabCIa8D1BCzjRQ04Dj28+eMLrAoZAIsBwKyBawAWzHrBjRcXAAtrAMCgUjtpi7c4oROjjz+dVcFX0nxpLQnYgnJ5oNXfxxe+8IU2H68X1YQwvPfee+0rawDeV9m8vCaZwsxHZpS3Fi6hzuOPP976pC/Kms4sQJwxpX3r5BXw9qrMt13AO59OVaoUKAVKgYUrsI7ACwZyI3dz5qlyozeZvhtxLaXBIq8BnlqwJ1TgmmuuGUPoEHh7zyvYBbDicBNT64/TNnDNsYQrAF9e34AvCFZGXuJ55emLFKgGvKD0nXfeaV9XMysC4AWvFy5caNsAFdz6SIVQBn8rt99+e/sbks9DzK4PzHhgFLrh70qoQ0Im6OnXE7Z9sc3fmhS4bTv7/ySvgLdXZb7tAt75dKpSpUApUAosXIF1A143Xh5d4GFyfSk3/4UPvgyWAp0CQPCwkAbXpgRqwSovLiiWAoFAEfAmpCHgq5xjqRevrzU71urwAEu55m+99dbWJ79wAFr98+EJUHvPPfc0iA0kA1gebzB8xx13tAdFnmBhEP7O1fXJYUnYg6+yWftb+/bFi80zrAyvcN+HttP9k7EW8HaizLlZwDunUFWsFCgFSoFFK7BOwMvL5iaen1sXPdayVwpMUiBwOW1aMl5cIBrABbSmJgucAsBAoGs4wNtDLw+v8Ae2+nwA3ENvADp94uHl1RV3ywObfGELjvHG+kVE8ksIMPagyJNrP8D70ksvNeAVJiTpL1sW4Rza4En2tycmWEpbbaf7J2N1vObh7YSZY7OAdw6RqkgpUAqUAstQYJ2Al8fJzbefRmkZYy6bpUCvQMBuGvACWCnTiAHUgGlvJ9vKKROYFbIgBIId0DwEXvnKyg+8pk88vMJ7sh/Y5G0WviBMIXUA680339yAFfCq9/TTTzcP7xtvvNGAlydX8ncPlvVLuXiQbecltrSVcWWd/ALeKDL/uoB3fq2qZClQCpQCC1VgXYAX5Po5NmEMuakudLBlrBSYoEBgchLwJgYXGIJccMpby5MLOi1eFLMILVAu3mDga2EjYQvqtvTxJ15W17kF7Cor6U+uf+EGwBQoJQ37+9xzz414cP39eGjkxQWwjz76aINZIULCKfx6ItRByIPwCHbZ4tEVynDTTTeNgHH6kPaG6/RN3fLwDtU5fL+A93B96mgpUAqUAktTYB2A143Tz6+8UlJu6EsbdBkuBToFcr0NgTfxuIAVkMYza52Y2+T3eTy6wDieYB5T8/LGEwt6+hfdlNVGvMaBYF00g8Irr7xy4G8iwGmWBX83INbfDsAF4gBWvnqvvvpq8/KyBWbBL68wUE1/HAO8jiVOOW10Mo03c6yAdyzJ3BsFvHNLVQVLgVKgFFisAusAvIBA7CDvVKVSYNUKTANe/QC9vLJZeGGzPW0NJC2A15JY3+G4EtMrHpgtKX0Zlh3uBzrlp71hmX4/5dnnhU4yPh5fwPvss882z3LKpsxwneMFvENlZu8X8M7WqEqUAqVAKbAUBdYBeN10xe7mZZlJA3WTdYPtl9x4J5VfVJ42ZrXT96nfnlVvVh9ja1a5RR7XZzdl67R/0nHE1nH7qX6W9OkwW8ocpc/KS0MPb2xYp4xy6Uvy06fkp29CHDIrQ0IhAsnAmVeYZ1fetD5Py+/7kfZStu9XtlO+L2sb7Apl4PGdx7vb23GdmAEiD6rar3S4AgW8h+tTR0uBUqAUWJoC6wC8mZ1h2g3TTXtaOuzYtDqVP1mBw7Q87Nhka6efO2+fc90FeD2AJbFx3IUN1zagBb6J5c2LayA4YQw+NnHclP7NU39YFpSDXjHIkuPzJrpVDO+8an1SroD3aHpV6VKgFCgFFqbAugCvkAY3g2EKjIhXzBRL5hs1ob48KTdxZS3Dm3byY8vxw/JSH6yY7zSxjqnX95Edc5uKn9Qvi5eBvHynvtS3xUbsJH9oz3Ft+okZjMRGyqW+/WwPbR2Wn2PWSdn2wpMPGXjjP967AKA2hnWzn2O9PXkSm85d3v5PX3NcGXZ6Wznm53dTcqnrFwCzCNBEWWloSznz1L777rufOZ467UD3T9oyD6+XxDLersixNtOedV56E98rnjeAybDjKXushhZUad4+pBytfbjC36IUHRfUna00U8C7lae1BlUKlAKboMA6AC+4E9IwvGH2N1YQefXVVzePkpusmMP77ruvAemydAZY2shE/H076Zs+e0FIf0wTpW9eILLvS1jzpthLedB12223NYBOnnVfrt+eVqbPn7YdO8DSm/6+wuUTs8aTcWWquGk2ks9W7CXPAwGQzE/myc96WD751tqlKch1nQR4+zL9tjZcS2YtmDflutOGacCOUndWG4eNTd1Zx2fZX9Txo/QjZV0vtH7++edbN6Ljovq0jXYKeLfxrNaYSoFSYCMUWBfgBVnDG2b2M4coL6E8N1xxg7zC8YCaXzTACVBTFwDxupqSSX2J11Z90zmBVfYuXbrUwCpw5S16P9cCPnXBrxs8b1a+bKWedkCYjwDYd0PjvfPGu/5859Kl9usADo0AACAASURBVLY8ryNoZ4fHk2129SMgyCPs87b6oKy379kGfd7Wz5v9xspexmJ82jO+eCf1VT5gZ5M3zjFwYtzseYM/yTFlfZKW5zz6mcfVg4Y+u1ZAPG/2iy++2GzK018eYRomZYzGmbFowxhpqL/sxHvO3ssvv9xA2zHjU97aOXCuHTfGfC2MF5cXWvlz58417WnpQUFZyVgd1z99kpynSYkXVp9A3LyAP8nOLuS5Fp132uYcTtN1F/SYd4wFvPMqVeVKgVKgFFiwAusCvF6cCWRliNl/++23G4SAYrAE5gAc8LQGxCbc550z5dKZM2caCAMYEBdgsgZAgNe2BUAJP1AftIJM7YBEXk5l2ABA+fSsr1xJQ+BNv0EXG4HKfB420GZ97bXXNohjXzugQQiDff2gh23j9flXEBawCBTH+8l7atzKO0YX0GdM8gGr/HyOVjn2e+CNJnkoCLwAVPq7UYNGdfUdqOuvfmVaLN5h58b4jVHZeLv1A+yrJ5+mNAJNbMebrN/ynUNwDmSVzwMLe2JtwSudaMuW8s4PENMn1wSIZguUmXc2fci5y/nq9/Vf39kGzfpW6aACHricD3P95teP/K0eLFl7QwUKeIeK1H4pUAqUAitSYJ2BlwQBL55FAAfeLEDHPKOA183XMR4/EAhYQM758+fHH7MAi2JTQSjwAlE8j7yx1mAtHkC22QRQ2oo3FQzRK+AZ4AWl7IErIAkE7IMufQqQAlF9sA+89Z0HVN/1FVACOu3YZwMg8miynbhP/WEH0CkDCtni7eQRZtN4ABtgla8NfQ+0gpZ4jOls7GxpVwIw0b5ljEYNTpUBz6AW+NKJR/idd94Zf+wAkDrmQYJdQOx8AGz19VGigX3jBb50AVCBb7qCbba0SU8gGngHyco6n+rSSr/BLW+zc82+c+ChgTc/ntvh2DJGa32mmetAe7Rbp0WfPBicRt+0SRfnM7B7mJa9rrU9ag9Q7WG2xCgFSoFSoBRYrQLrDrzUAGaADhiBJD/Vg0oQYj/eTVDIuwf2AAFoAUugT2IjIQVACPyAV9BmX102AqjASp611N/Ysw2wgJY6+qVNAB3v6cWLFxs05yd2fQW1gFECDdoGqWDC+ZBApDGAQ8BrrAFtwAvmeGOND/RJCRlgn8eTRm6u9LAAeMBrCexmHLTVj3h4c5xm6lmDUv3XD/CuPLvaoJO+OM6+/Xj9PJjIFxsbnaO1fbDMSwuijMFivHQVEqIsuLcNtozfOQX9GSM7yuun/gh1seThI55hx+dJygF2NmkNlrMM95M/XB+n3GF1HPMQ4FoxXutJ/Rv2Y1H72nc9Ohd5YXQeLavMpwqUh/dTLWqrFCgFSoGVKnCawBvYAlAgJYAUAbLvBguYAomOywNYvHxACai6+QcIrO0DPwAlAUPwyIMHhHhMLYBX++qAKcDm53qgxlsIqiU3q/S5Zex7QkEAWJ2UQBfbAV595YGOp5HnWl2xo8aQcsBcfg+8AXegB2LE1wJtsCoZl0UcLkgE4MYDjJTnIQWWwCVAm/HoD3hVtk/6QwP9obX6zpfyoMt5Acm0VjftOTc5fzzQNA7wKuchQp/owR6YtjhX9o2dTZ5Z5wp089R6CNBG+iUchA7G6/wZD1h27kA5fdnRT+cBNEsZdz/WTdn2gOC6znnflH5XP8vDW9dAKVAKlAKnpsCygRdY9AsIGsLGLOAFL+AKFIJWsAVuQFVACyAlpAGwgrD8zA5YeaRADxtAQV0QJ8VjLB9UAi92eWe1qy1J7C7QDngbh/EAN+1LGV9gD/ACSeAl9V5jYwGQ2hNiYFsf9SPxvPoBYvWDDsZkGwjzQAq5MFZwJ3SAd9kCAB0H9MoatzYAJmAW3yzlXOivvrFtzZ7xJj6Xx1P/gKtj7AJRfaetsmzrIxgFZAlPoI1jrjX2AasEYsG/88924Ne+/gf2bRsjLXl4nQ/jka8svYA/kM+1BO6dV2WdU9eAtvNAkXG3jkz5R5l1WnJNeWgzFte7lGtulX2dIlllz1CgPLwzBKrDpUApUAosS4FlA+9h/fafvxRIyQ09dQIlvH55gcyNPgugAZ/52Tv51mCLPWWSD5AAI1AAoflZFgjmp29lwRNwY5tXkIdTPQDpeA8a2gClbEvpc8bCNhvsScYKatMn68TNekmrz9dHoGf8QM8x7VgLnWAL3KaOdkChBwI/4SffGvABZ8Dae3j7PoNY4NnXowvAkhyzAF7jBI99Wf0FvuyA1/6YMdMbgPb5Hk5cB+z2Hl6eXA8SYDYvtAF1AM5jTFcPLWw5X6AaZNNQW87/sH/6lPCPnKc2sA35J9cUr7dx99fhhgxh57tZwLvzl0AJUAqUAqelwDKBF1TwrgEwsAM2QJcXisCjn6LBnDJgLTf0Xovkgc/UAW+2gZekDJu8ohaAlp/stQ18gBCPrcQWIHLzCfgAWp5N8KmcfAu44IlkR3vaBZpS6vIUJ2Y3eVkry176ql48xdpTL/as7cvXZ15KurEFbvTN+dJ3/ZK0zXvsRTHjjl50lseW8jy6jqnnPKR/zUg3Fv1kD1TSki6xmYeFeIfpB7CVc070MWW1zxuuD8aknGSM9NQvxzN2548u6jt3HmLYsG9ND+0boz7KNy5t00R9do3NGOmif9r20KAf7GxyirbGV8C7mWeygHczz1v1uhQoBbZAgWUCL8DgTeS941nkdeSpBLfxqAITP5fzXAIdIObGniX706ROueHxw/JTlu1p9qfVT13Hh3VTZ9Ix9XI8Nvq1Y9PStGOT8qe1kbGmjZTLejiWlLNOmeSlrPxhGpbtj08q73ifP+yn/UmprzPpuLxJddO/TV0bF+gv4J121tc7v4B3vc9P9a4UKAW2WIFlAq+f8d2Ypy1eXuLd5TH0wlalUqAUmK0A77e/qXis54H/2VarxCoUKOBdhcrVRilQCpQCExRYFvDyrglXcFP28pGXq8RcZu2G7Sdsyc/QPLzmXPWzdS2lQV0Dn70GgK6/FaEb/n48UHpgLOCd8B/bmmYV8K7pialulQKlwPYrsCzgjXLCFMRQerHITTovGnlT340aGHvj3jEwXEtpsAnXgOt51UseFr0c6O9F+0KGQK80KYQjf4e1Xg8FCnjX4zxUL0qBUmAHFVgm8HpRyRvzeeNeHK8btX2eKgn0eglJXK8Xw7xQVktpUNfAZ68Bfyfg1ouT4Nffl3AgEFVpMxQo4N2M81S9LAVKgS1UYFHA23uXvITGq8ubC3gDsgFeN2wpP8W6iVcM7xZeXDWkpSgg3MODY8XwLkXepRot4F2qvGW8FCgFSoHpCiwKeNOC+VF96YvHNh9bcEw8rzlXzbUKgKUAr6mplI+nCjxnid1lrHtIX4b949o8rF/L1OWwdieNJeWznlSmz5u3nDrDssP93m6/PU+5lMl6Unu9zeF2X294rLc1q1zq9uVs9/spY52/l5qWrFdls7YLeDfrfFVvS4FSYIsUOAnw5gZMDj+t8uqKLwS1fn6dNwV4e3vz1k25ISj0+9nOelhnVn6O9+uT2pi3fspl3fch245lO+tpecN83nWeQjfivm7KWUs5lvV+dst33iblD/NSp9bHUyB/HwW8x9NvHWoV8K7DWag+lAKlwE4qcBzgBTK5+RKNV9eXrm6++eb2MYAIqVyfpgHQIoC3b2ee7WHfUmdafo7PWve6HFZ2mhaH1Zl27Ch9Hpb1wQY/j5sPOWlYZt4xpX6tl6NAzkMB73L0XYXVAt5VqFxtlAKlQCkwQYGjAm9uukwB1czA4NO/8eoqM4SmCU2Ps04KvNrykpPP0OaNdWET9vVFTLG4R2DuZbmMwc3H18EABC9n8tWzyLNk3zRqpk5jO2V9CU19HwOwLWU6NvVMJWWtjj4AzOikrG15yiWfbdvqpR1ledHTF3X0hXZS/yU7ZYxNnjLpc86J/hmLsfuCmYcVdWiTPmQMsa//xqld20na0Hf5PiksxT6I1oZ+Vzq5ArkWCnhPruVpWSjgPS3lq91SoBTYeQWOAry54RLNJ1u9aAaW3ICT+jLJm7U+KfACqq997WstDhh4SY888kj7qhv4SqjFmTNnmjczL83J593M4jO1khftkufjGHfccUfbz9fheLLBHdjLdGvWviRn/PqgvnLWwjwcS/tCPowZEMpPW75CF8h9+OGHWz5YT1LefMX6kb6Ii5ZM7Za8+++/v73J79zEtr6wbZo4U1klX5/MmuGNf/XpKDm/yoBlECwuO3W8fKgvHgb0J/l33XVXG1e+BOalRTYDzQHu1kD9c2QF8rdVwHtk6damQgHv2pyK6kgpUArsmgLzAK8bbW62QCcfkjCXbjyCfZmjargo4AV4YFNfAC9QBaWg7MEHH2zgBXKfe+65Bn9A7fz58638E0880cDUeO69994GccYHEtll6+LFi+1FPPV4a0EiMAXVgVwwzVOqDK83+AtAv/baaw02wSfdgSnbwFEd4MkeLzV7+uYGmWQs7PpUs+0XXnih7eujc+LYl770pdZntth+4403mmfbMWPUByBKB55ZkAq0jYVO8qUAr/MN+tVRhj39f/rpp9vnotXXF3qA27Nnz7ZyXkI0bh7eSotRIH+DBbyL0fM0rBTwnobq1WYpUAqUAqNRAy9g4utNUm6qEaff9/M3KAJTYCmpL5O8o6wXBbxArAde/eSJ5QUFfE8++WSDSBAH3uQBTGCZKdPkgziaGJe+KccrKoFLHltg66d9HlGQCF6VA6HK2GZLAoyxByT1CxgCUot+gVH9N7+q/vUpnlH57KorCePgeQXPQJct4Mwr3PfZGPRBWeN1DuVJCWnQV8DaAy/vL8D1AOCBIedZGwBXG7SiAbgHxTzWbAJeDwiVFqdA9C/gXZymq7ZUwLtqxau9UqAUKAX2FZjm4QVZucHyQAIlP9vzjsarq0xg7CSCnhR4AR7oAnxAXL8BHoB0TP8DmCCN5zYeTDCsLA8pG/oC4nhRJWNVB5RKYl+vv/769oAAlB0TogBYASLg1Z58McMSWATE+gWUeVR5SK0tvNFCEgLkgdFWuZuiC/BqwzmQeFbV94lZNuJt5XHu+6xcoNt4nUewLAFdug2Bl002eKgBL/v6b6FJD7yOAV7950E2Rhppt9LiFKC9VMC7OE1XbamAd9WKV3ulQClQCuwrMAl4c2NV5KWXXmoeQZ673mO3CNDNSTgp8IpLBZAADYgBPl5UfQaJYB18GRf4BH3GojxAk3i4gatwAt7YAC8wBIhgWAK8vJegmVcYZErx6gLFhDSARQlsBnjprW/A2Fp9Xmjt6qd2xCSDSmDTnwtj0GdwLem7fXG2gJMt41VffLUx0IYtXml95n1VJ95neoBmnlyQCvyl6BlY9vBAV/vGzRPMU6yN9NcYjd/DBG+xvlRanAK5Fgp4F6fpqi0V8K5a8WqvFCgFSoF9BSYBr0O8lGAmcZnxCDq2SNhl76TAywYIAKbgDfiBOpAG9vyUDwABmZ/dAWM8ucYnX3nACxB5PAOy6jsWyIxnk5eVV1YIAp3yYhuYjnc0UMk+SAQswFo/n3/++TGwagtka8f5UE6Igr4OX1rTnj7n3GhXGVANxIG3pH/sgX6LbX03bvtsJ4wDuIq1Bc3K8ejKsy1ExMOBPgN0mmoT+KcNfU8brpuAOPCvtDgFCngXp+VpWSrgPS3lq91SoBTYeQWGwAue/Pyfl45A26IBdyj6IoAXqAItoMhLalxCCkACCJMPPM+dO9cgWB8AGZAFuupkui12ALRED7YAnsQTC2h5L8EwTycvKU84zybt2PWzfqbpoiEvrKSOctrSN+XUt2iHt5TeyrPpBpmkTV5YUA22xRUHcMGs8eqfZO1Ld8ryHOsD21LgFiQDcH1wTJ94eIEvT7B+5kHHNjvCFqIFbdTv29B345afvrRG658TK1DAe2IJT91AAe+pn4LqQClQCuyqAmCHhw7kgTEeUl48IBdgW7Y2iwDe9HEanMsP8KWsNYgISNifVr+vM9xeRP3extB++gR4eV2BsHRYndhQZlI5Niflp96kdfoxPNa3Ma3MsE7tH12BnK8KaTi6dutSo4B3Xc5E9aMUKAV2RoGACdD107bFT9bW8nJzXYUgiwTeVfR31W3kXHkg4U0Vbyslf9X9qfYmK+B8LPOc5G+ygHey/puQW8C7CWep+lgKlAJboUB/U3YD9RM8r6EYVy8q5SfsZd64h0IW8A4VmbzvZgl6lxkqsMrzPnmUlTtNgQLeacpsTn4B7+acq+ppKVAKbLACuWEagnAFcave3vciVKbdcmzV0LMI4A3IWxvncAyz8od1huXt9zaH29m3Zqu3J69fonHKmv3AYj/H2saMf3qbsRUbsdOXSd6wf2lGvqQvro/UzfFJ+5NsKdePX/3UzTo2h+scn2Qjdoa2+/yMIXaHdmI/dewnDY8Nx5bjWfc2lHUdexgZ9iH2T7qO3fLwnlTJ06tfwHt62lfLpUApsAMKuEHnZunlLjdM4QvexPfClhheL2JJKbdKWRYBvIf11/gnpaPmT7LR502yN0tPccVenPMC2jwx0zmXs+z2/cr2pP7lWL92LXjBr495HtYd7qsvb1J+b/u424fZnXRsUt68bU+qO0+eFw/FvnuZT3KOJtWbtx/DcjnnBbxDZTZnv4B3c85V9bQUKAU2TIHcJHU7Xwbzpj+g8Va/mQHE7XqjX+rLr2qoJwVeUAEy2DFGszJY97AhFMDsAuaRddNJ4s1U3mwHHgaS+vI04bkT7mHbwn7Ahg1tS8pop7fnuIVNi2TfS2hmTDANmGnG2GQ77bSC3T9pO1mAVNnYNg42U05+NJnUv14HddRX59lnn23TsumPegFfGoByZSXbxqpNtqK3/PQleeoae/qTMfRrZZVTxnliQ53YUNZ+bKcf8vU7uvfjMoac95TLg4VxOZ7xaZcdqT+P/Xl23DH1Ys+5poEXPkGvvvdJP/sx9MeOsp3xFvAeRbX1KuvaNAPOVevVrepNKVAKlAKbq4AbbG6Q/pMFt5nr1fypuembbso8sKaRklJnlSMHGm4Cx20bqPJKmmYLOPJcg/jMAwt45ItVNl9sxgpMfCXMvLbq+HKaPpgSzMthytPGQ4E6YCbARUtTfdFWOIjwEMd4zM1xazzsSfpmSi/H9BEgmf6Ll50d8/7GthcGPYzk/DiPWXJOAJePWmjTFGK8w/prHPqrX8bhuHYBtY9OmLpM+8alTTHbEv1Artk56KRPypnBw5p+Eg1Mh0Y3fdBnITE0ffHFF1ubwE9ffBFOvunNJP1lWx39zcNFD4L6rB/pcx7M6NXb0H99zEMa+FTH+PUn59c1T/OUd155YGnmmqOHPgJI+86j49rLGGhiKjvJudF/54cuxso7L/6dxjmP7Dj3HmYAfFI/1uQdZZ2/jwLeo6i2XmULeNfrfFRvSoFSYMMV6G+sbspuwGDATdyHBJLcQDMtWSAhN9WUWcX6uMCbcfLAAQ9gA3BAC/ABJY4ZNxgB92DFhygAlzGrA5yADLgByWCZt04+gARqIE1ZsJF6IAv4KQuc7Suj/WyDp7wY6JgpxdjyIQeQpD/y9ZEtx/UDPEsZo219C9ir45zqG7g0Pu0kTAWUOqacMfjQReDP9WC8jhkPu7b1J/3WR0AsvhtAS0ARIAJF4zUG5YzBNlvKsAWA6a+PNDCzhPwA6aTrTB4dlNNXwG7bw0FA2jhds8ZGJ95Z4/aQAa61SQPjN0bnmmbWbOu3hxFjynkxTvs+qKF+zon2oxNYBrz6k7b0y74ytLOtDQ8Fto2VPurlfDYhj/lPNCvgPaaAa1CtgHcNTkJ1oRQoBbZDgQCS/1h51cCbm69P2eanWSNNOd5L3rJNB17wAfzAhcSjadwgEvCAmu9cutQABIT5WZwXThkwCKKUUz5fFANQdAE7+doYuyBGPfDFi6c8YJKnHxLg0h82AlbxdoIv5wXog0H9AXjado7Udf6S/Iyu3ZxLwMZLr35s5/wZBwC3D9z0kYcWpOpfvLoAUj+0y4OpDm+kttQDvmzrW4DXQ4U+BPx8zMN1REsQbcknjenCWwuEaZL22Qq4ZXxZB3iBLKizr0377GnXw0Q88PpmbDnXrnEPNR4aeMgDxa5xeerpKxDV14AtSLVPq4xBuxKdnEe6ZQyuE4l9+tGMl5m+4Nf5098AMUDWlnoJn2gGjvhPdCvgPaJwa1S8gHeNTkZ1pRQoBTZfATdcN9t8lctNO8lNM7Arb1uAF6AAOKAhAT8AAgrBIaCzbwGMyoEUHkt5YIcN0AfKaCefTaDCQwf2LACXJxDc0ZkNsKp84BAEeZAAYWBJ2YRYADVAKekf7yBwmuYFBHFsqwfS1UkCcgAunnvnmoczQAe08vDDRsIT9BewGYsytpN4Z+UNgZfn0pi0yZbjUuCcRxzcZeEdVo5GHhhoGeDrr8G069rULj2iFXBnA2x6YKCjfUuAtz+P4Fh7HhwC5so6R64J+c61Nnh0nU917BtbQjtyHmmtLtD2wMSW9iTaJWxF39lxXhPGYIz+Fj0YqAf+2ThuKuA9rnLrU6+Ad33ORfWkFCgFNlgBP9MDAzduN1ewlZukYU2CjG0CXpDKiyeBV5ABnIANoAE7gAOQ0YmnTHmAAmCVB3F+flcPPKoLkMATuKGrcrznbNrn1QNG8nkbJZ5bnkHgxCYYCmzaBpjOB8gF4PHwOl9guT9v+gHM2HduwRe76gcIQbHEWw14tQke2TU+gK8+WJWMD7DxVtNK2IPkhkwLCxu0CvzpM/gTG2tswhdiC9QLAQChtgE12GODFvqnbg+DrXL3jzHrMzCmlb4ASJDLpnPhOM1c29oyLufS+eHVVd44tSdPH+jnHKrPLnB33qKlftmnhbHSxVgyNg8UHgKMW7nAuHNCJ+dB37Vr37Vg/NpnMw9b+pbY7G7Yc2/mmigP79ySrV3BAt61OyXVoVKgFNg0BUCAm6ubMygAFgHcrCeNaZOBN+MBsrx6gIMGIBAkARqwFc8bLygAVI63ENQ4BpoAFe0AKzBSDhwBGAAJqgKNAAZIJd4UXHnYUIc90MTDqh3nhU221ZcAFzjXZ31QTt1AErtDMAI7jid2FngBKN5DnlT1nUt9A6/6C8jks6UuYAWJPJ3aBq3GYZz6IC9hHmyzZzxs0BT82o8uNAbfNHKMXddeNHAulOHdBX9AMsCbc9evXaeJmVUX1OqXMQJ158H4gaeHDcf0l9aBZIAt3/nVb/aEMegXbcCqhxVl6NxfE86bhw31tOW8ehhw7tigh3q2pcQrazMPWNoBx7R3Xujt+PAhph/3vNsFvPMqtb7lCnjX99xUz0qBUmDNFfATMa8luHOTBiZHSdsEvKALYFlAF5iTwAht5AMRx4AmGJafY0DUDQlEyQMrPIPx2vIU0hmMAVwgwzubn+mBoDraAaRATBIjC9DiGQTB7IBefQFryspnU35+Np/0sKJtYRbAlh19zDjYA5ceAsCevoJdST7oY1+/46EFY6BVn0Gp/oNMcBowZjcPAnSgLVvadQycSqBRf5wLoJg2wCPg1nfgpn/9QkPa6zMN9Y9tYwSY6jk/ac951FfleVS1pd/qOt90o7t+qKOvQFSiLQ085OgDaFcmmtPJGNhSP+eR5tpNORrYV0Z/c20AZucbWC8yFfAuUs3TsVXAezq6V6ulQCmwgQr0AARkQIAbLs9SbohHGdYmA2+0AC3Ayk/TIFYaamEfNCVlmw2g6UbUJ+XlHzUN7aWPk+ycxOsXu0Az3uN+zDmedvt9102/nzJ0nOSBHWqT8tZ9m32+NvIg0OfbBv4eIoYLQAWNgDEPK8O62uvbHJ5HY+iTPgRQ+/x5to3hsLHHhnKrSBl3hTSsQu3ltFHAuxxdy2opUApskQIAJZDiP00/E4MDnivQmpQy2Z+13hbg5YXjbcvPzYGD4fgP0+ewY7EzLDPcTznr/li/3ZcZlpu0PyxvP+Pj0XcNHOdlqGl9mjc/5bJOP4f7yU+fnSPni5d9uIBdoQbxhqdObGStjWntTMtPXethmeF+X7bfHpbLvvWk7b7uSbejRQHvSZU8vfoFvKenfbVcCpQCG6BAbnS6yuuYt77FWcaj1Zc5ypA2GXgzTmPn2QUC8VAGPlJm29YZH0+oMAI/629CSr+n9VVYiLjaXNfTyu1ifv7GC3g39+wX8G7uuauelwKlwBIVAAe5yVmLgxTvKa6RhzcpZbJ/lPU6Aa+bQaXtVyDXtet2uGz/6I8/wvydF/AeX8PTrlnAe9pnoNovBUqBtVMgNzcd8/Mub643xP0ULPZTUmaWx2zWwNYFeL1w1I95Vr+HxwNRw/xt38+4T3odrItOxrEtY1m0pvn7yCwTmfUj+Ytur+wtXoEC3sVrWhZLgVJggxWIp9NajKY3wL31nRucoaXMSYe5DsAL4AFv/Yx90rNZ9bdZgYCtkA8Pv8I/pORv89i3ZWwFvNtyJmscpUApcCIFeu+Wm1nmeTVt0iK9un0n1wF4xd168coHHyqVAqXA4QqYY9iUbLNe7DvcSh09DQUKeE9D9WqzFCgF1kqBeGl4OfOhAvOWAt/8xJsyi+z4OgCvqaV4sAG+lPEucpxlqxTYZAXyN2EKNDNZmDc506Hl2CaPb1f6XsC7K2e6xlkKlAITFcgNC9wCP/Oqmq6pf/M+ZSYaOEHmOgCv7vtKl9CNCms4wcmsqlurQB52ffRDOIO/F2lZ/y9srZCnPLAC3lM+AdV8KVAKnK4C+aKVL135gIRY3dzgln1DWxfgpYEvdplyTVr2uE/3jFfrpcD8CuRvwcOgX308FOfDHPl/Yn5rVfI0FSjgPU31q+1SoBQ4VQV4dX2y1adMh17dVXRsXYDXWN95553mvfJp3z7lht/n1XYpsO0K9Nc9sPWZZ7+CmJZMKtjdvCuggHfzzln1uBQoBY6hQH8D8xLa448/3gBP7CrY648fw/yxqqwD8PbjfvbZZ0dnzpxpG8AR5gAAIABJREFUccwG1B871gCrUimw4Qr49cMnxG+44YbRSy+9NP6bqL+NzTuxBbybd86qx6VAKXAEBfobk//wTCvkLWuLGRhO8+WT0wTeXpfIKY+HlyfrzjvvHH374sX29TQPCH7SraU02IVrwPUuhl+srlAfs5iYnaG8uvmfYjPXBbybed6q16VAKTCHAv0Nyg2s9+oC36RJ8Jdjy1yfFvBGF+P2uWSfx+01eO2119qsDTfeeOPo2muvbbGLPr7xyCOP1FIabPU14DoXp+uXDvNTm5HBxyYqbb4CBbybfw5rBKVAKTBQALwF6n72s5+1OWZ5LHlq/GwP8iRletAbmFn67qqB11gzXp46H9bwU62ploaJ59vnlMU2gwAv9NVSGmz7NSDEyfXu1x8PfpmtJX83w7+T2t8cBQp4N+dcVU9LgVJgDgUCuooCW58DNpWQG1nv1e3LzWF2KUVWCbz9eOkiLpEu1l7e69Pw5q68ifZrKQ22/Row9VjCnPI30f/tJK/Wm6dAAe/mnbPqcSlQCkxQAKTlxuQ/Nt7Ju+++u8XgXbhwYXTlypVWS5kh0E0wt5KsVQBvrwtv9yuvvNJmprj99ttbjCJP76SUeuui1aQ+Vl4psCwF6vpflrKnZ7eA9/S0r5ZLgVJgQQoEdJkzR6afI3kv/fxqBoakvlzyTnO9bODtYZUu8XaLS3z//ffHQ5+lCzuLXvLgsWi7J7V3WL8cO+z4Sds+Sv30I+tZdectx86w7HB/WlvzlEuZrCe1N83+PGVjN+vDbA3t9XXGfxy1sTUKFPBuzamsgZQCu6mAm5bkZuWt6nvuuWfkZSteXVMKSbmxtZ01+meZwBtd/CcfXbyE423zeHWVSbk1kqW6UgqUAqXAwhUo4F24pGWwFCgFVq2AuDveS19L8wLWBx98MO4CEF7XtEzgNWaxt1464+32lahN0WVdz1f1qxQoBTZXgQLezT131fNSYOcV8B+YmNS77rqreXXNOiAvad29l8sCXpAvhjne7ueff36jdMn5q3UpUAqUAotSoIB3UUqWnVKgFFipAmJSzatrWi3ey8uXL4/bX3fQTUeXAbwmzRfDbP5cDwLeqk/aFF3S31qXAqVAKbAoBQp4F6Vk2SkFSoGVKOA/LTGpvpTmi2C2+7RJULdI4DXuixcvtpkp6HL27NlelorVPaBG7ZQCpcCuKVDAu2tnvMZbCmyYAj3A8ur62hegM6/ucL7MDRva6CTA2+viJTSAe/3113/Gq7tpmlR/S4FSoBRYhgIFvMtQtWyWAqXAiRUAdIE6Mang0Hftb7nllvbltBM3sAYGjgu80cUQfDTCp1CHXt2+zBoMtbpQCpQCpcCpKlDAe6ryV+OlQCkwSYF+ZoV4dXkvxezmU599mUk2NiHvqMA7fAh46aWXRtddd117OS2xun2ZTdCg+lgKlAKlwCoUKOBdhcrVRilQCsylAFgLyNoGhObUveOOO0bfuXRpbCNlxhkbunEU4O3HbHoxIR0eAl588cXR3s/3mgJ9mQ2VpLpdCpQCpcBSFCjgXYqsZbQUKAWOqkAPa4Du4YcfbvPHPvvsswe8ukB4W9K8wNtrY+o18w0LY8i8uv2DwrZoU+MoBUqBUmCRChTwLlLNslUKlALHUsB/RBKw8yWw/Ey/zp8FPtZAB5VmAW8PsnkIOHPmTJuZIl+Ro9k2PQQMJKrdUqAUKAUWokAB70JkLCOlQClwHAV6oPPy1f3339+8uryY5pOVthnoDgPe3qvrIYBX14ck3n///bHUfZlxZm2UAqVAKVAKfEaBAt7PSFIZpUApsAoFAmv+Ezp//nz7UIIPSLz77rvj5lNmnLFlG9OAN+MeenX7F/bKq7tlF0MNpxQoBZaqQAHvUuUt46VAKTBUoPfq8lbyWgph4MXMz/Tq7ALQTQNe4/dBDbr4Wlof2rELugyvmdovBUqBUuCkChTwnlTBql8KlAJzKxBY86EEn7/1WWBhDL1XN2XmNrrBBYfAaygffvhhm4EB7J47d278wp5ju6TNBp/W6nopUAqsoQIFvGt4UqpLpcA2K8Cre+utt46+8IUvtCm1wO+uJl7cu+++u3m3aQCA49X99sWLuypLjbsUKAVKgYUrUMC7cEnLYClQCkSB3iPpJTQfjjB3rDlkeXX746kzaz1vnXnLzWpvmcdfffXVNr3Yk08+OfrSl77UYPcrX/nK6Hvf+94ymy3bpUApUArsnAIFvDt3ymvApcDyFehh038yYlB5dH0W+LnnnjsQqztvb3qbtsX7eonrypUrox/84AdtbV/+sOy8bayiXN+31157bXTbbbeNrr766hary8ObF9ZW0ZdqoxQoBUqBXVGggHdXznSNsxRYkQI9sAFRnstrr7129NBDD40udV9L68HvsK715X72s5+NLl++PHrhhRfay25igK+66qrxYt9LcM8//3yLhc0XyNjv7RzW3jKP9drw4pqVQv/FMYvdrVQKlAKlQCmwHAUKeJeja1ktBXZOAUAZqBSX+8YbbzSP7s0339y8uplXN2XmEagv+9FHH4383G8+WjHAvsR29uzZFv8qFvaVV15p+4888kjzmiqnfA+Svb152l9UGe0GdmnDs+uTyR4EeL3NOyylzKLaLTulQClQCpQCnyhQwFtXQilQCpxYgR7UAOajjz7awBR89lNq9eVmNdrD6cWLF0d33nnnCDz71DCb0+Jc5TuuHJgUMqD+aaV+zKCdNkD3iSeeGH3ta19rHukC3tM6O9VuKVAK7IoCBby7cqZrnKXAEhToPZdiZ8WgBkxfeuml8dfSlOsBdlZX+rJe7OIN5dH1NbY+pX1Qaenr2c+HG8x8wKu6ypS+adN/tNoH4MIuzDks3OL1119vszQU8K7yzFRbpUApsIsKFPDu4lmvMZcCC1Cg91yaaozn8syZMy1md1Gfv+WpBYhs56MUAckebvvhDI+rZ3YI0NvP99vXWfR2D9883kIrzE4hjrnvgzAM05IV8C76DJS9UqAUKAUOKlDAe1CP2isFSoEZCgDKwCaYBG2+BnbTTTc1z2U/r27KzTA58bAZF+64447m2Y3NHrInVhpkpryX3R588MEGl/k876DownbTJoPx4HoxDdRmHGls+OGJvm7K1LoUKAVKgVLg5AoU8J5cw7JQCuyMAj3A8uKK0Y1X1+wJSScFN/V5ZcXfJlZ3ks3Ad9Zpv1+nHjjnLRY7u6wUfWhhbl2hGGZg6EMx0h99KOBd1pkou6VAKVAKHFSggPegHrVXCpQCMxQAjryVvLrm1uXh7SEu0DfDzKGHzehgloULFy60cr39QytOOZj6+q3PpktbVnrrrbfaxyR4db04l7a1N9SmgHdZZ6HslgKlQClwUIEC3oN61F4pUAocosB3v/vdFmLAqyse1YtXgbisD6k+9yEfp7j99tvbhyVUmmQbePv87vnz59u8u2Jj+3l3JzUGPnld1WFzkt1J9ebJA9FPPfVUA2pzAfdxzNPaKeCdR9kqUwqUAqXAyRUo4D25hmWhFNh6BeLVNQODmQbMnNCnaUDXl5l3G5TyHvtghdjbYdKWMqb08oWyfHjCS2EvvvhiK35Yf8TyfvGLXxzbPqzssO1p+0IWfERCf4Qy9Okw+wW8vVK1XQqUAqXA8hQo4F2etmW5FNgKBcwyYEqwfC3NfxrLTOzzwgqVkHpgTHiAY4FdsxxYgK9wBSEFUsq2ne4fkCk2+DgfwmCm7w8bvurmIQCk97G6XZNTNwt4p0pTB0qBUqAUWKgCBbwLlbOMlQKbrUAPc2YUEPMKDoUXCB9YRRKW4OWyhAT0fQrECkkQVnHvvfe2LgFNQA56AaiUssM+ewkOGGe2ht7+sOxwvy/rQcALaaY784LdcVIB73FUqzqlQClQChxdgQLeo2tWNUqBrVSgB8Teq/vYY4+Np9PqyyxLBMDLw5tZH3rIzLZjYBwU65MwArBrajSfNJam9VV4hnJXrlxp5WLzsPEok3IeBHiYPQjwLPdfkkuZw2z1xwp4ezVquxQoBUqB5SlQwLs8bctyKbARCvQwBzZfeOGF5gEFc9+5dGk8hmkAOS6woI0ArxfkpMMgUp+AL4AFvF6k85/aYfWArvLzenj7cQPtBx54oIVT+JhE2urLtMbn/KeAd06hqlgpUAqUAidUoID3hAJW9VJgkxXoQc1neAEjcDTbQGJc/SdxGHQuevza4+HNp4CHbWffrAigU38tXhqbFAYx7B8P8K233joeX+wNy8mPPvrkRT0fwhh6dVNmWH+e/QLeeVSqMqVAKVAKnFyBAt6Ta1gWSoGNU6CHOR5V88V6CQw09p++PQnMHVcUbYoZ9oGISbM0sCsswSwOQFc8Li9v39fDINZnisX+5qtnk8r2eby6eRAQOqFtSXt9ueOMt4D3OKpVnVKgFCgFjq5AAe/RNasapcBGK9CDofhTP9EDRy97LRLmTiISsDSXbfoTsEzfeVu92ObjFGZIePrpp0dnz55tU5VlpoTUGfaDd9eUZtOANW2oL1aXV3c4A4P/OBeRCngXoWLZKAVKgVJgtgIFvLM1qhKlwNYoEJjj3RS2AHTNSZt4WQNNmdMcNK8qmBXW0INp+hbvrv4PF2EO08ZhpgnhEh999NHE4cW+9k3Fxjb4TngHCJ4G0hMNzsgs4J0hUB0uBUqBUmBBChTwLkjIMlMKrLMCPaSZp5b3lIf0pZdeGv+0r/99udMcD/DkeRZ60Ht50z+zSLz++uttqjQQ++abb7bF2Ew7NhxLQJanVnhC7GSM/f7LL7/cYnx9ZOPSpUvjB4DYSJ1FrAt4F6Fi2SgFSoFSYLYCBbyzNaoSpcBGKxCYA47iYnktwSRoTEqZ7K/DmhdWX3miA5vH6WfqsmPO3KF3NzaBcmJ16ZRZHGiRMovWpYB30YqWvVKgFCgFJitQwDtZl8otBbZKAV5Qsa5eBrtw4cLYa2qQy4K5RQjIwwp6n3vuuQPmjtpn9dnp58ztDYoJ9vIbD7AwCv8xriIV8K5C5WqjFCgFSoFR+3+9TWFZYpQCpcB2KNDDoNhTsahmYOC97GN1N2W0Qgzi6c3MCn3fjTfLMN9+YpXzqeK+jKnNHnzwwWbf19ISDtGXWeZ2Ae8y1S3bpUApUAp8qkB5eD/VorZKgY1WoAddf9g8leJ0eS1BY2JhN3GQxsJDbRG7ayymU5uUTGVmMd+ur6F5olenT8IcxPt6gc28uvSZBNN9nWVsF/AuQ9WyWQqUAqXAZxUo4P2sJpVTCmycAolT1XGxp7y5Z86cad7dfIzBsR6KN22Q5gfmrQapwg/MpwtqxeRmuXjx4oin9uabb27l6CCMoR83r25mYDDbQx/LvGpNCnhXrXi1VwqUAruqQAHvrp75GvdWKND/lM9DCaB4dc0wYLufTmuTBxxgNR7xyKYKM4NDPiks5MFiX76pyXh1lU9dXl8xwbzE5tZ98cUXx/r0Dwyr1KmAd5VqV1ulQCmwywoU8O7y2a+xb7QCPaSZN5bHE/TxWm6LV7c/QQFXeeBVPDKA5eUFt9b25Q/DE3h1M0MFr++66FPA25/h2i4FSoFSYHkKFPAuT9uyPEEB0ALUpi091EyoXln7YQmBXXGs4k/9xC9e1WwDidVVZtv0zPUz60KIPsA48w4Lc/A1uStXrrTq66AP4BVjzdss+Q9Zv2opDeoaqGugroHFXgMcITVLw6y7Zx0/sQL5w53H0FHKzmNvm8rQJomXUryqL5Lx7vZey75cym/TGvgGfnO99GtjBbY+Iczr7Wty+eSwY+uiD+D1ERAv5VUqBUqBUqAUWK4CHB9XLbeJsr6rCgw9jF4u8mKRGz3P5Ne//vW2tu9rWX6a79Owfn9sl7YDd8bMa+kLabfeemvz7PLq5id85XZVs0Cs8QtvuP/++0fXX3/96OzZsyMhDUnrpM83v/nN5pn3Ep1p05xXfxPHWcyvPG+9ecrOU2be9jap3GHjduyw46cxzlX0Z9425i031Oko9Y5SdtjOpP3eXr89q+yk46eZp++z+n+U/p3E1knqTuvj0OZw/7B6ylowh3dcCnhzN6z1whQIWAA0kPvMM8+0L3x5ocoXr/KikbV9+eZEVc7P0OpJAZmFdWzDDEVH3Raj+sgjjzS9QFI/w8Au6xSNvKT29NNPt//UTDfWf2hCmZRbl0vA+XTd938Ltf3JC4ilQ+lQ10BdA4u+Bhp7rMsNoPqxXQr4GdnP7uJLXWh+WhZH6ed3k/zz6FrbP3/+fDt+7bXXtvLqffDBB02QdQOVVZ2ljFtcrjhPXl3TcvGIi/dMSrns7+LaLwQemFxnZnFYxaeBT6Kzc+YcCr3wd1BLaVDXQF0DdQ0s9xrAG+XhPcmdq+qOFQh4uZGfO3eufcrWC1W8bqDNMs0TKd9P80BF7KV6po/yU0TgLvbHDe7ABi8gkAO6Zhjw83x0yHoHZJg6RNeMXwXEZrlegG+fSqNejdouBUqBUmC3FSjg3e3zv5DRByzMHMDD5qeIBx54YDxrwLAR5bMMj9nn+RKHyQ6g2TXo9XDwwgsvNK+uN0u92BSN6dNvT9JvF/L8guAhQFyW6dgy7/Am6ZO/gVp/+v9BaVFa1DVQ18CyroEC3l2ggyWO0YUZyAjsgrXkH7dp9f2UD3q9fBR7WR/X7rrX81Ux4R+83GJ1wW+lTxUQ3y0ExoMAr+7w08GflqytUqAUKAVKgVLgUwUKeD/VoraOoUDCFAKnYkwXmbzNDnqtty318A5shXD4eV68rtkGKn3qzaaVmT48BIBd3t14dXsdS7NSoBQoBUqBUmCSAgW8k1SpvLkUCOz6wpU406eeempc76QQ0tfnOebxBDxSf2zc4IZt9GPw8/x9993XNPRp3Ew1Fn03bGgL6240ooOpu1xjZjbovbops7BGy1ApUAqUAqXAVipQwLuVp3V1gwIcPn4A2AJq80DIUcrw5JlqCgwmnnd1I1xsS8YdkOXVNT8gkDO+71y6NG4sZcYZO7TRj92btT4NLFbXdbZOX0vboVNSQy0FSoFSYOMVKODd+FN4OgMIlJjvVMjB22+/3TqS/MN6BfqyHFbOsQCukAZfFuu/mjWr7rod77WJV5d2zz777DhWV5l5HgbWbWyL6k+vkQ9r8Oyb2u7bFy+Om+jLjDNroxQoBUqBUqAUOESBAt5DxKlDsxUwjZgZGYDpLFA7Lsyxy/69997bpjnbNOBJ/6nJq+vLMOYcNhNFD/CbNq7ZV8f8JWiU8Zt+TRjL1Vdf3bz6+Vqa4ykzv+UqWQqUAqVAKVAKjGoe3roIjq5AwNZE2bxvPosqzQMj6gI+Lx+JxZynTry8Qhr89O9n7k1Jxhe9zMAA2nl1xaT2X5RLmU0Z1yL72V8DpmBzTfHsVojHIlUuW6VAKVAK7LYC5eHd7fN/rNEHznwYQWylzwFLPbgMDZujVznxmO0Tf1dd1bx48mel2PUTt1kM+s/Gzqp7mscD6ry6whbOnDnTQD9fkdO3jO00+3mabWf84rQ90HgYsM5DjWstZU6zn9V2KVAKlAKlwGYrUMC72efvVHof4OWN89Z8PuWa/L5TyTPDApixAD9rX2ELFPZ1htux4aft22+/vX2IYVhmnfb1N5Dm08k0AvmAPfnKZFzr1PdV9aXXiKffnLqmG/MQFV2i1ar6VO2UAqVAKVAKbK8CBbzbe26XNrIAiRfJxKFKyZvWKC+neFV1zDN7FOBlM/Bzzz33tJkNprVz2vnRwXh5KsXqPv744+Mp1fQvZU67r6fVfsZvVo94dWkkRCYpZbJf61KgFCgFSoFS4CQKFPCeRL0drRsYEYcqFlcKkE6TJHV4eu+6664TAa8PNKxz4tUVenHLLbc0wO+1iQ7r3P9l9i3jN6uHBx+xuhcvXpx5/SyzT2W7FCgFSoFSYPsVKODd/nO88BEGWnhrH3zwwWa/h7pJDaaOj1ScFHi99LYuKePSH3GoHgB4dR977LEWh5rjWa9Lv1fZj37sPN9m9kg8s+uhUilQCpQCpUApsGwFCniXrfAW2g/AiEkVYpAXz5I/acg5dhzgTV3xvmAZaJ92Sp/0Q794LH1AQiwqz/c8scmnPYZVt+9lQx5d3u8+nnnV/aj2SoFSoBQoBXZPgQLe3TvnJx5xYM9P0QDGT/hS8ic1kGM98D7zzDNzgWG8x6b1EibQf4RgUlvLzkt/tONFOnHMPJbiUM0ukLEuux/rbL/XwEuNXlA0r+5DDz10YO7hdR5D9a0UKAVKgVJgexQo4N2ec7mykQRmTK9lWrJvfetbre0eBIedyTF1zLPqpTU/bcc7PCzf76fu2bNnW9znaf0MbtwZu5/meSkBP68zr+5RPq3cj2/btnO+aJWHFN5vsdel0bad7RpPKVAKlAKboUAB72acp7XqZaDPhxPE8HrTXgroTOps6nhpjUcUAL344ouH1omd2NWWGNlAU44ve63v6YO2ALevy4F28wobU1LGmf1dWvca8XTz4ItnppWPSESbrHdJmxprKVAKlAKlwOkqUMB7uvpvbOuBFl7O66+/fvThhx+2sfTQM2lwjivL8+clr1kp9kxpBpLN/bvKpP30QX99Vc7sAr74xrMd+KZHNFll/9alrWhEA3BLH7D73HPPHZineZc1WpdzVf0oBUqBUmAXFSjg3cWzvoAxB1zEsPqwgvCEpBzL/knWAakvfelL7QU57a0qpW3tAXQe5nh1A/iO9eVW1bd1acfYM37nRtiJB5P77ruvfVkvx7Jel35XP0qBUqAUKAV2S4EC3t063wsdbSCGp9MLSfnE8CzgdVzdWeVi35e4vBS2qpfV0j9ieeEKxIk7FqvLoy2UQ1Ju1hgWKviaGcv50S2zVHzxi18cXXPNNS2UoX8w6cut2RCqO6VAKVAKlAI7okAB746c6GUMM7BnCi5xmjx78Xzm2HHbDSSx56dxsbuZ6uuktg/rU28bxMWrmxkYUjf9y/4urWmU8QvzyMuEPP39RySU6/XcJY1qrKVAKVAKlALrpUAB73qdj43rTcDHZ2F5QMVumonhuKkHJC+HmdfWXL/xGPbHj9vGtHqxfeXKlRaiwasL4sQNZzYJZVJump1tzu/HfunSpfYC4nXXXdf0yjky/lwX26xFja0UKAVKgVJgcxQo4N2cc7W2PQ3cmI8XoN5+++3tp//jdhhUCZMw5y6IzjRkPWwd1/asej6OYBYJsbrihk0/lrSK9tPWOq+9qGeGDefZORq+SFg6rfPZq76VAqVAKbCbChTw7uZ5X/ioAzlCEECq8IYnn3zyyN5e0Kye+X15djPlV+wvvOP7BsXqevEOwPHqikcOyCuy7PaXNa5F23V+PBCYmcPnk/uZNkqjRatd9kqBUqAUKAUWpUAB76KULDtjBYCiuXl9Qhb82uYF5KnlHQRGWezLd1w5sKneU089dQA4x8YXvKGvZmAQg+yn+UceeWQcvrDgpjbanPPE686D76FgHT7vvNGCVudLgVKgFCgFVqpAAe9K5d6txoCsl81ArHhYHltg+eijj7bP8Frbl594WcCZEIZlqNV7IXkneXVvuummBubAt9JnFeC19/KeBwLnsw/z+GzpyikFSoFSoBQoBdZPgQLe9TsnW9GjHiy98OXTu34C93O4OVrvvffetrYvn8cwszAQoK+/CEHiUWaLV9eHLDKzBM8yD+Yy2l1E31dpo9eJJm+88cb4geXrX//6KrtSbZUCpUApUAqUAgtToIB3YVKWoaEC4KmPgx0en7Sv/DJgN22BOOESvJU8y2JSpR70UnbX1r3uPg3spT1Twj300EPjWN2jns9d07DGWwqUAqVAKbCeChTwrud52bpeAaVZyzIGHUADc4nV9ULcuXPnxj/N957lZfRhE2xGJ+t8GliYCc98Uspkv9alQClQCpQCpcCmKFDAuylnqvp5JAV6j60voz399NNtqjFfA4tXl8Fdh7heJzNVCO/wtTRe3cyrq8yu63Ski68KlwKlQClQCqydAgW8a3dKqkMnVaCHM95KccJCGMwykBeueHWB3C6nXicfkRDiwftNpxwr7/cuXyE19lKgFCgFtkeBAt7tOZc7P5LeE5lYXR+Q8HJaP/NDYG6XBYsGHgB4da+++urm1RW7m5Qy2a91KVAKlAKlQCmwqQoU8G7qmat+H1Cgh7PXX3+9eStNN2aWgXgpldl1r67xRwNeXbNleCjg1c3nk0unA5dW7ZQCpUApUApsgQIFvFtwEnd9CAE43srHH3+8AZwY1MuXL4+l6YF4nLljG9GJ9zteXfPrXrlyZaxE6TSWojZKgVKgFCgFtkiBAt4tOpm7PJRXX3119IUvfKHNGXvx4sWxF5MmAb1d1icamKlCrK4X08yrG+936bTLV0eNvRQoBUqB7VeggHf7z/HWjTDwZmC8uryU5ov1lbY+BrUvt3UiHHFA8eoKX6BXZmBgpnQ6opgLKv7un+yNnn/lJ2357/7eq6O/+au/OfrP/vPfHf0nd/zPW7V4EK2lNKhroK6B07oGhDdaCngXdPMqM8tXoAcznklzxJ45c2Z09913j95+++0Ct+4U9FqZho1G/uCfe+658VfluuK1uWIF9vZGDXT/g9+4PPrVv/v/jqz//V//YOuWv/1ff7d91dA1WEtpUNdAXQOncQ34ZdNMTQW8K77RVXPHU6CPLTVfrPl0r7/++haz28fqHs/69tTqQffHP/5x+6ocr66Y5n6miu0Z8WaOxHn6J+cvN9AFvNu6/Je//YPNPEHV61KgFNgqBXiXC3i36pRu32CAQSDOByQuXLjQXkqLVzcxqCmzfQrMP6L+ocBTtFhdXt2zZ8+OPw1cOs2v5zJL8vBuO/DyWgPe/rpcpqZluxQoBUqBXoHc78xAVCENvTK1vXYK5Ebpov3oo49a7KmfJZ588snRhx9+OO5vLupxxo5tGH804P1+9tln20OB+Yf9lNPruGPSrPVwtx14ea0LeNf6EqzOlQItLWrbAAAgAElEQVQ7oQDHWAHvTpzqzRskeAukednq/PnzLVb3rrvuGr311lvjmQUCeZs3wsX1ODqxyKt73333tRkYnnrqqfGLaT0QL67lsnQSBeLhFbe7reEM8fAaa6VSoBQoBU5LgdUDr6+4fvzJG+G5AWctv1IpQIEe4N55550WeypW92tf+1p5dbtLxN9OtOLV9TIa77cPSdCt/4hEV60210WBjz8JadgF4M11ui7SVz9KgVJgtxRYDfDuA+48QBv4tZ6n/G6dru0fbQ9wphrzszzQve2220bm1e1jdds1sv2STB1hDxC8uqYZ82Kaj0n0L/Dtuk5TBVyDA5M8vP2MDbY3beGpHo6hQhrW4GKrLpQCO67A8oB335N7QN+PR6OfX7482nv/T0f/8g9eP7D89NIftmMHymdu0PL8DmXZyv0ezHwW+P777x/dcMMNzavbz6vbg95WCjHHoKKBUA8PBR4I7rzzztF3Ll0ae3Xp2Ws6h9kqsmoFBh7eHhQT+woWN2kp4F31RVTtlQKlwDwKLAd4e0Dd2xuB2R+eOz+6/Lv/cPQnv/07o3fvvmf0nZt+pS3f/vwvtvXbv/Z32rHvf/mrox/842caDP/Fj348zxiqzBYoEDDzs7zZBEwdIrj8jTfeGP9kXwB38OMQH3zwQfvIBq/uww8/3F7oy6UQPbNf6/VUYOjhDfAKcfAxiv/nn/1/o3/x/Z9vzPLGmz9pcJ4QjXiny8O7ntdf9aoU2CUFlgO8o9EIrP7wwjca5ILZb1511Xj5vav+0ui1v/xXRoFda3l9GUAMjoEyj3Cl7VeAV9fLVjfeeOPoiSeeaF9Py6jj0cz+Lq9pce7cuebRveWWW0avvfbaAU9uwe5mXR1maegB0Uca/tW/8cHIF9gk60t/+JO2tr2OC9D98U/+fATg/5f/7fujf/M/fn/8IQ3QW8C7Wddk9bYU2EYFFg68AV2wCmpBLJiNB5eXF8SC4YQxCG/g1Y0HWNnUVZ9H2HHhEJW2TwGftzWbwK233jq6+eabD3h1jbYA7tNzblq2Rx99tH1C2Uc37CeVTlFic9bTPLw98PL09iENgFjYQNa2sy9PWet+yfGs+zLJG64PKxPb6RfI5Y2eBrzK10Pr5lyX1dNSYBsVWCjwAtgedHlu46Vt4QkzXl5zw7Y0aD53vtXl6Y3nF/j+5JvfGrX/VbfxbOzgmIQs+DCCEIbHH3985KMSSQVwUeKTWSt8bEOsrgeDr3/9658erIeCA1ps0o5r/Kv/+z9rHlGe0P/w1/+4wSuPL88viPTyLuhNeAC4nLYAUOD6Ww9+tJIyPLn6wrtrCZzrf/prW78KeDfpyqy+lgLbp8BigHdvr4FoQhcSjsArKxwBCANVXl15Fl5eeby7LWSBa2BCUpfnN+D77V/43EicbwPoCeUra30V6AH2ypUrY6+ul63efPPN9e34KfSs18qMCx4GzFYh5KM+DXwKJ2SJTfbAG+gNLALF3/+DK611YAlkW+rfk+j6BpKVm/LfaSsJStkBqBPTx6OREAVlpkGq6zN2hFuwpd2+/+DdPuDl4T2sTxP7UZmlQClQCixQgRMDL/AEsEC0D10At8AUBA/jc+OxtVZPmRbqsB/mMPyf0X+uQ+8xz/EYeqf8579AncrUghRwLn00wscjeHXNq2umAWnazXVBTW+EmR50/XG++uqrzavLs+tlvqS+XPJqvYEKfDz6jId3CI2gFywCTFDp3ANS+1kCxdnnFRbrm31rZbwAZ80OSAWrfRnb2pKvjDTJjjL6ANZ5odXj7Q3kDtcV0rCB12Z1uRTYMgVOBLyAE6gCWuCaEAahBz3UAlp5ILVf5KkzLAuUD7yoFtfA3l6D68T3sjUuV9C7lpdmD2ZidZ955pkGujyVptBK6sslb9fWvQa08unka6+9tk3PZp5dqS+za/ps63jj4QWJPSjaBpE8rT3w2pYnztfxf+W6iy1kICEF4BPwAlbHlLMAaSALVB0Dv8MyvLEAVrkH/9c/bg+h+seOttgBryA4dmyDaMfVH44jHt56oN3WK7jGVQpshgLHB969vebBBav9jAuBVzAKXIUuCFvwwhlA7hew6pgyyvagDJJ5icde3EDvaNTyA8rqjMtshuY708v+Bvf22283r66vgPlEcHl1D14G0QrQCu/gAefVNcduUspkv9ZboEDn4R3CrlhcQAooA7n2bVsrDz4BZQ/F8dIC1cCmsjzFPagC5GEZ9oBwgNf1GCB3jB1tgWLAa9taOeEU2hhCb/rQ/Re+BSeuhlAKlAKbpsDRgXffkwpSeXUDuwlb4PEN4A7F8J/itMXNHACD3B582cvsDMqoL2lD+wBbmZbKy/uJDqf8r3MUOPPBCD/F81Q+9NBDo3fffXfcu5QZZ+zgRq+VL8s9/fTTo6uvvrp5dc2zm1RaRYntWwcowWQW3lIA6bwDU9vyeuANWMoHngc8vKNPQyXYDHTyxALigLS1+n0ZwPtHf/xnzab2+/6xE+AFxSA4+86MvL/73//R2GZvt4B3+67dGlEpsEkKHB14B7AZ6IxHtrkf9hXwn6WlQSoYnbDkht/K7NcDvokLBrQAWAyvlPK2vfTmONgGyp8U+GRV/56OAuPzPRqNeHW9kHbNNdeMXnnllTEE92VOp5fr0Sodkt55553Rvffe26ZlMwNDZqsoraLQlq4HHt4Ar9AB0CmBUvtg8zDgBZSJzwWeyrIXz2zgFKBmuz+WsoA4L79pH/BqP/AawA3wAmZ2eHrjfU751HG8gHdLr+EaVimwIQocGXh5W+OBDeweiKU1cP+zHcPb2sMsM4AWSINaszT00BtA5t11XLl4go/T9oacr7XtZn/uxJ96Gc0XwL7yla+MPvzww3G/e8gbZ+7gRq+DuGZeXXHNpdXuXQy9BxUgWgAjoJTiMZ0GvH/91kutDFBlC1xalGcn8bf2wWkANdvyE+ubY/oAbAG0WF758rQ1BN70FyTzMitfwLt713GNuBRYdwXmB959gI3nNS+OAc0eRBcBm4FZ4rEdwAa9eUktZcTvJp5XHLCUY+su/rb0j97R/NKlSy321NfSfAEsqTyVnyhBp8Due++9N/LxCNONmY2hj2uOntGv1luqwCEe3lnACz7BZpYecm2DX15X8bYWoQrTFsfBrTricAFrD79pQ94QePVDPuCeBLyO6095eLf0Gq5hlQIbosB8wLsPu2Az8NlmZvj8L45DCRZ+g+48xH27AHv8ktp+GfG88fIGiBcB3htyDk+1m4G3H//4x6PHHnuseXXFodpPSpns7+q6/xsR1yzUw0c3yqu7q1fEJ+Oex8P7V3/5reZd7UMaeuANdDoOXoFnkm154BfUDhcvsgHhpJTnsQW68e7a1g6PM3sJaUjbBbxRsNalQCmwjgrMBby5UfPuAt3+BbWlDgrQ7kMtT2/CG9pLar27YG9vDOLl5V3qGZlo3PRiN910U/Psvv766+MyrptcO+PMHd2IDl5E49UFuzzgidUlS8rsqEQ7OWzn/KTACzh5UIEse4AVfIJf3ljHLIBV+EK8tbYtOa6sOgFXJwQIywv0Hgd41dVG/1/2Tp7sGnQpUAqcqgJHAl6xujyp8aYmlCFQeqyRdFA7sf4+8GrDi2kJXxh7clX6+NMX2PRx6AGeaLcyT6wAL+4DDzzQvLpPPfXUyMUUaMv6xI1ssIGhBl5GE6vr5bT6WtoGn9hFdn0/pIEHNx5U62EM72EeXkDJGwsowSq4jNfVMYv9wxZltGGtfTaAOJu8uWA49SeFNKgbUBbDKyY441GvgHeRF03ZKgVKgeMoMBN4c9MWNhAPK+CdORVYQDbAetTepb56+zaAbKBbaEXvMnAsU6R52a2l47Z91L7uQPlcB4YqRIF38oYbbmjzxb7xxhtj0N0BKeYaYq8XuI1X9+WXXx7H6s5lqApttQKuE2A5L/CCSRAaryuYBJbCC4CpcIO8pJZjs9bqZ1HWoj+gG8SmPXmOJaRBiETg2rH+pbUC3q2+bGtwpcBGKjATeBN/mXAGsOvlsSNDpf819xdwOm3pITaK9vAAvLWvH+NZGRTc22sQLv9AWENBb2Q89rrX3wwMPJRmYDATQ+/VPXYDW1Sx18qwPBjQimZeUqtUChxQYIqHFzD2L60FNnvgDZyCTuEMknhcHlgAG6+tulnUkf9Lv/L62PObY1krw2a8xv7bDpT3wNvH8KpbHt4DZ7Z2SoFSYM0UmBt4QSSYtPCuAtapaW+vwSggtQhFUJ931gJYswhRsNjnQeY5Fiqh3oE29vbGH6aIp5kt4B3wVU//5I/rFvBOPU2zDvTwZgYBP8nz6nrRilc3D0Oz7OzK8V4PXt3777+/hTCcO3fuwEt8u6JHjXO2Av7GepgElGD1MOBlVWwtD2vg1rbY3fgVgC9gTRwvryyIjSe3XztmAdP6Ap7ZZy822QG1jvMkS+XhnX1+q0QpUAqsjwKHA++EUAJAOQ5nGI5jv/ww/CGgnHVmeAC5gd3M6duX6YG29zCnTNbqAlzgKw8QLyS+eDi+HdoP7O79fK/Fm5ojNl5dXwSTUmaHZJk4VDpECw8G8ep6MHjrrbfGdVJmnFEbpUDn4QW7s4A38bOANF9DU8c2AAWmQ2ANtKoDhJXt1yA5cBvQBbUB4Hh4QTiIdswCfoGz9sHwtJAG3mSwzU6lUqAUKAVOS4FDgTc3aPAYr6o4WfA5Me0Db14uA7O8wcDVApR5ei0+Tcw7awHI9h1XTh11x0C77wHWNkh23KJPygFedfXLPqC2P/byTuxsZc5SwMUh5tQ8sYD32xcvthAG9XJtzLKx7cd7r+77778/evDBB5tXV7iHzypHq9Jr26+E443PdTH08P7ar7850cMLKkHnVWf+z7bYBpM98MY7LA8cs/3yK5dbeATQnbaAZOUAM2+v+tpRvwfetG+dJf0aAi8blgLe410bVasUKAUWq8ChwJubee+xBZTgdGLaB94WxrAPtLazNAD1v+fe3meASVuOW8zAAIRBK7BtL6P9wucaALe29/bGZUFvpkkLICsvb/y54YmdrcxpCgTOzMJgvlgzMFy+fHlcPMfHGTu4QYP8ffB4f+tb32rhHrfeeuvI1Gw5lvUOSlRDnkeBCR5ekAgmhzG8AJbXNYv9QGU8vGA5eYnTDZBaz1oC0IHuHnjVTehD+mCdfhwGvOyVh3eeC6LKlAKlwLIUmAy8H3/iwQvYAN54XHlY7Zs5oR3fh9xxB5N/2P9u+9Db/gfM9tjAJxtsB355brULaEFwPMPWAV7H40lOWfUyhoH52p1DAdqBucwVa7/0/GSWiujgRbSHHnpodO21146eeOKJ+ojEHNdVFflUAdfRPB5eEJtwg4QoCEtISAHg5aUN7M5aB2ynlQOoPLz/6PH/u/03ba2txAonBMJ/3wl/KOD99LzWVilQCqyfAp8B3tzIdRVwglsgyWuakAKg2adWJ6DbA/D+i2bK87byzoJQ0Dpc5CvTYm97G/v90Id4cIdr/VI3gMwrrEwBb3+WTrbdXxcns7S5tWkQj62HAOEet912W/Ps+jRwPRhs7rk9lZ7v/585BF4QOvTwAlAJ9AJLMyKoF2DlDQa9PLA8sT3Qqpty86zVteiDtkAt4FXXWl4WbTouFEIeEOb1VTdtsVUe3lO5wqrRUqAU6BT4DPA6JqQAnILMeHYTNgAuASWYbHDqf7s+7e21/ICtsmyoNwTV4X5sg2EAKxQiSVts8d7y6lpnUT4gok4Bb1Q7+RrkFewe/MVDrC6vrq/LPfzww+XVPflltrMW/G31wBs4BIxgUgK34mslwKt8lsy8wLvrV7e8TCYfcILfv/bvfGv07/2N32sQG5jt146lXNoHztr033uA1zEwm7ateXwlwK1tZXvgTTsFvE2m+qcUKAVOUYGDwLu310AWMA4B14tmwDLhAmAVeILivIQGUpWRH5hlB/Cqx65FHeWy2JcfuFbXi2ixPQbr/enOALkF3PLqtv9l90Us4D3Fq2lLmw7we6ji1b3rrrtG1113XZumzawMSSmX/VqXAocq0Hl4QSlABYgBVR5TEDlcgLA8kJkXzBJqAIhBpzVQ5nkVY6ucBXj2CzCWn/hgbbLlWmYj9uLhZTP9EVKR7azTp348gLqA99AroQ6WAqXAChT4FHj39hpgxhMLUAFnQgX8B+iGDz4DtT2gqtdPLRYY5ukV0gBQx3C6t/fJz797e82mTvhfOraH8MuWNtmJjYQvsKue0At91V6A23ZByAquoh1o4sMPP2xe3Ztvvrl9TvmDDz4Yj7qusbEUtXFEBVw7PKUAMd7QrEFiYDTQGjDNy2LKAGSgCVQdj+cVrPo/O17aQLJyWcBzYoKVsy2PxzjeXPmAt39pLf3o+5XtgHvGYV3Ae8QLo4qXAqXAwhUYAy9o5FnlkQWc9lsaxNP6D9riOCAGvfEGA151eXzH4QiD+oeNYAwOe3vj2OHAa7y+7Mcj7FgW/QDd+pL+tBkdjtD+YX2rY7upgGtSfC6v7o033jjyEYmEz1BkfM3upjw16hMq4FqaBrxAkXcUDIPNhB4k/MC+BWAGUm0rDzADv7y2whNAbEA3a3kWZfQD5IJsdoYvrQmzGPYh/Uq+dQ+6GUMB7wkvlKpeCpQCJ1ZgDLw8paASNAJK3lEeU9A4Xvb3AW1gt4dk5ZoH9sTd+tQAcNbe0Our3SzNuzwhbMKYKpUCx1XAVGyPPfZYi9V94IEHRmJ3JZBboHtcVater4Dr6DDgHcLjtP0AL7AEnRbgm8U+iHV8uGYz5awDrf08vDy8gHda+4flg+IC3v6s13YpUAqchgJj4PUfr7CBPkwhQDltrexJPLozB7wf49bgYm+vATj4tQDyflu4g7CGxPWOvXDl4Z0pcxU46Kl1vb355pujO++8s8HuM89M+dBKCVcKnFCBWR7ew0DSscBpgBfMJm9YV/60ZVgWoE7y8A7LzbOvzQLeE14oVb0UKAVOrMAYeGMpL55NChtIOAEwBpsgs39hzFvCy0gNeAeGJ+WlyPjYkvrTt+OG5fO7Xl4yZ23mrSXsGLpTodZrqcD4ehmNRj/4wQ/ahzZuuOGGFrP77rvvtj4r05dby4FUpzZOAdfUJA9vD63ZzrqHzOQJUQC9whGAKk9tX+4o22yqz6ObmRqGHt60O22tvf5YAe/GXZrV4VJg6xQ4ALz9DV1oAm8pr6lFzG68p70KYxBYMly2NjuPb9rNusG2PmTpO7nAbXOt/vBHP2xfHvMik5eX/NTtAwTgyPJH77/X8r773e+2Kat8YhYIFwAv8EQsyFR/zTuH99xzT4vV9XW5pDpvUaLWi1bAtTUEXqDYL0N4HO6DSXG4Euhl757/5g8atIJf4JqQhUBobNgP3KYse2J52cwLbz3wxkbfx2z3dpNnXcC76Cun7JUCpcBRFTgAvCqPAXKCpQYH+9DpP+rsTyi6VVm8tzx/ABcUvf322+3zsT4hO8/yxhtvjN55550GweJCATPhk3roSl6tl6tAf507Hy+88EILXzC/rnMsKVOwu9zzsOvWXWM98AYSA45Zy++3+31hDDy8/TRiZmTIy2hg9X/4+xeb9xd4pg1rHmFLZmTg0TXjQ2ZsYCezNOSltb5++pR136/kAeoC3l2/0mv8pcDpK/AZ4B13ad9TGjCwXrb3dNz2mmwIVeCd5bUV0xm4BbD2Zy3fvnixlbFWR31rwMwrDLQCVE3fNRn3tnej1/qjjz4a3XfffaNrrrlm9PTTT4+HnvMyzqiNUmAJCrjOJgFvD5WztoElSAW4PLsAFwCbYkwCrIFhAMsLnMV+5tpNWceA73/xG/9X69thwDurb+34X/+nBbxLuHbKZClQChxNgenAezQ7W1XaTej/Z+/+Qua57jy/C3Kt6+gquhWBRRdmNloSxEI8yqxhQQGTVUDKgkl04YvEN/FufONcGHwhMAkmEkLEi0HEICKEWK/1X56V1zHeOAxeWR5NHHm8OOsxjndi8Aze8U7c4VW/3+fp89Svuru6n66nu6q/B6rr36lzTn3q1Dnv+ta3TrPosvSBVaAaeAW5lvedAseOC/wOge+ihDzDkwnIstp/85vfXD3++OOrz3/+8yvuJwmJk/WalwJTKeDhK8A7Ch4bd4fOgvq3/1lnsQWpgFca8eEFv7HcGnbM/gxHlrlt4Nb+WIJZY1ll77vvH3fbArzS3beM4peFd6raU+mWAqXAPgoU8PbUAkL8cgFqLLKHQu4mKA78Bnw/+OCDDrj4BwutBbJXvFo9UAGaRlcPM1/4whdW9913X/eBGku+AHQT58Bs6rBSYC8F1Ll7gPcuxHZwmeXMAe/Aciy8rctCB633/28dAAeCA6AtuA7F+4O/80/vGaXhHuBNOfrzXhn/g//oD8vCu1etqMilQCkwhQIFvI2qXAz42gJR07FBdwiA5ZH8uE74uE0o8GouzA0XoyW4eOedd1af/OQnuz+S4M7Q7rthNnV4KbC3AurfNeDtw+PI9QBva/UFtcDVdAXP0rs7AdEsJ278brcCb9JowXZLOQH1f/b3vt25VuwtUB1QCpQCpcCRFCjgvQuXfHVZWsHnEJjexjZ5//GHH65+/etfH+nyVjJRgFXXn0ew6r700kt3/tr67s5Ab+LWvBS4LQW4CwDef/ffe3MNpQHJPlhmvYXLu8tcE/jjZliyPsy2YHsFv/Lp53U3D5Bqki5fYK4RXRlThqHjNmwr4L2t2lT5lAKlwDYFLh54wQ7YjaX1NsB2Ux4pw4cffnhl6d128WrfOAXefffdzlf3qaee6txVclSBbpSo+akUiIX3GkwGKsfMf/+fdyAKSH18Jj2QalQGMBtwHTsHyqyx/HkBtCC9KzAegtod5Uya4L5CKVAKlAKnUuDigZcbA6sq6+r7B3yMtgleD90OevkO+2AuPr2nqhxzzLeFWA8ysep+7Wtf6/4g5Bjn1OYhPTdR+8cj+QMS2/gH9+P3149Rpkpjngpcs/DuAMcrK20/3u//8xWo9JEa1wauOyYA7OM0FmRADILFaad/8A+/e/VhW6zEyqSOOh74XrlJ9PMduV4W3nnWzSp1KbA0BS4aeLkOxGcXaB4Kqcc+LtBr6LKC3nG3XAuRlr/97W93fyDx6U9/unugGZfK9lhtHkD2V7/6VTfSQ/6swr+zPfroo91k2fTkk0+uwLZRIABwQptWttX88hRQD0Bl38ILYE2B3HbZtqF128Cl4cSMugBYuSMAWFO7PLRNWyOOURvAMdCVZptXu5yytfN+fPsCvCC8QilQCpQCp1LgYoGXFc5HYiy75wS7gedArxEjXKQKmxVoO1Ifoj3zzDOdry7QPNZHgC2ggtdnn322y4ObhGVDnLHKsyrzF3bdvvvd766++tWvrj772c+uHnrooRX49oCVtDLffGa15xIUaIE3wBiwzHogN+v9efZnDjKNqgBa88cS8snwZO1QZKy/rL5cGTKaQ9JPepvWs72d948p4L2EWlznWAqcvwIXCbwACbSc8gO1gO2uOfDldlHhXgUAY2BXRf7e977XWVVZXLmFZN9NwTLHs4C9/vrr3Z9UgFhWZNdG3onTLyVLMMsut5kvf/nLHSR/5Stf6cBY3E3H9dOp9WUq4PpvAt4WIg9ZBp6Bz9975J2V6d//G2921mQWZcvZLv3EzzG78ky8zDfFlw+Yzv24zCtZZ1UKlALnrsBFAi8LnD99mAPwKiPLYfs6/Nwr1W2Ur+08PbwEJllUXV8BTBwLKKXpb4eN8vD1r3/9noeQ5NWft1qAXyD+8Y9/fPXEE09cfUB3rDK2edXyfBSYCnj7ABowNW+X+/GOvV7AO5+6WCUtBZaswMUBL3CMK8Mu6+q57Ae9v/jFL44Gb3Ov0CqtwOLKqvuJT3yicxfgQpAHgxaIb3q+rLj+je2xxx7r3BSStvkYWA0EpxzcHViIjQfMT1sYk06Or/lyFFCHArxAMxbXbfM23q7lFl6lmfV2ud22Kd+hOLYlfpYzb9MP8PIbrlAKlAKlwKkUuCjgBRV8PM9hNIZ9YBrw8v2MP+qpKsup83X9Apusus8991xncTX3QJBwbHjkE8wq6zokpBxZHzNXrpSNry+fXpM6KWTfmLQqznIU2Aa8LUAGLuc2L+BdTl2tMykF5qzARQEv6x/3AOCyD3CeQ1xlBkmXGgKYKux3vvOd1ac+9aluBAR+tHkQaIHyWDr5ZzZuDMbyFY6RR87lZz/7WZf2888/f7Qh04513pXO7SigLmwD3rnB7VB5C3hvpy5VLqVAKbBdgYsC3jn57vYhG/B6Fc4P9NJCABHws+Y+8MAD3fi6sYzSYwrrKFcGbgxGe3CjHDOflJdLhqHM+PYeM/0usfo5fwV+t7os4P2dm/U0Ux5Wb3uu/aqpNLhJHWjr7Pk3audbwosC3rmMzNCHXeuA99LcGgKFGgpWXaMv8HtldW3/fjnxjnWbJT2jKfi4jCVWyPZj5SMdN+DTTz/dAXz7sd0x86i0zlcBdZuF9777/vG1URNYRec6ZQSIlN+5/cHf+aeT3D/ne2WrZKVAKXBuClwM8PrAaa7uDAFe0BsoOreKNFV5uCt45c8K6kMvVu6pQ8AWXL/88stHcWPYVmZ/Jf3www93vuXigaAKl6GAuuaf0AChobt+729+9WrZ+twm4/n697b239ws+yMLf4Thn+BOMfkXOWMPv/OHHxx1+ta3vrV67733unG4jcWdyTZuUEaP+cIXvtA90PrXx5pKg33rgNGBGF9ee+21lb6i+ofD+4aLAd72X9WGLKhz2AZ4vca/hAoPBLzmB7mPP/746pVXXrny1VXdA6WHV/3hI5OuvLkzeEjaFRyj/miYdG5cIHJc0htKI/u4TgB6cO3BTMi+oeNq27IU+Fd/9m9WgMz0n/zd/7arPz/6l7+92pZ9c5j/+E//sgNbcNtOzhH0+he4U0weHDxUeKA45vT3/ov/aXoHH1MAACAASURBVPXiiy92QxW++uqrq0yGLtRmab/826JvDmoqDQ6tA94Cmnzk/LnPfa6rcxnhZ1mt4bRnczHA629gDf4PGucAt0NlVHZuGS7a3AOgA+4myy3ggT6diL/m5cbAleO2Qh4mWGZ0Vts+FEyZM7auj9sycYWIX27S3HQOPqaMJSh+yUl70zG1fSEK/G79cOOhXIcIloTUm9SFzO3Lcn/e7huzfNPj+3lYF6Sbybq/LI7bRkae4PLgI7e4Pkw9H/qgLmUZ2je0TXzgbFJeIA3mK5QCUyqgH/K9h34R8Gon9DH6DUxQYZwCiwfeNOgqzAcffDB74J37h2u5HlwVWEBeeOGFKzcNHbyHEmPeGlvXzR1f3Rw3rlofHiuQAXa9RorFtZ9iyuM8lBfoegL/xje+0fkZW/eXw0LS7KfRrhttoh2Xd8wx7fG1PF8FUpdY+lkD+8A73zNblxzw8u0FjCy9/uJ4zpNzcC6Al4tGhVLgNhXwBpGrnz7HG1BtRkYrus1yzC2viwFelrMhq+mctrHw/vgn8/7XtYAcqy0LLjCMX65X+g8++GBn1Y119LZvqJRPQ/Lmm29uzD6QAsjfeOON7knbOfGxZpV2Xv71TUiaQ4klHRoYfSLW7G3HDKVT2+arQOoA4H3qqacWB7zOLxZe0MulgT/ttRBLd28Eh04b25pwtS3b7x5ztX1T3CbtLu7YeMnn7kemQJ1fMos14OXGUaEUuA0F1Nu27hp/nivdxz72sa4P8iZbaOPcRrnmksfFAK8v7UHUnAC3X1bAC4jm+iSXm9Ar/PxpBMBl3WTp9eEWq66OXzgF9CVPr4yMDLFP8HfVnrbBrj+qCLQnzaG0ogngdZw0hG3HDKVT2+arQOrAUoHXlfEva0CRZRQomqwLfJONVLFtEodPsGO2xbMPgHIz2BVPWtIE37viyl9wjLJzd4ilGsxXKAVuUwFtRttH6Gu8IfQNSUHv5itxMcDLwZsPTB8i57QOeFXsuVbodOz+6Q7o3n///auHHnqom7gFBBBV1/Zm3lx9j78n+bLwAvExIefltRJoNXni9lfHQtIcSivHFvAOqXMZ21IHlgy8ztEEMI1KARoBY8A0ELxpzqIKNlmHN8XJdumD2KxvmksLyLYQvimuOMA2+QPkAt3LuD/P+SzdU+lfWHsZXIwCMVej2NRaXwzwsoyy2P3gBz+YNfQ6h3xIlY5y6kpyjPRTVjcip3tQ6BW+yTLn+wy5lrjHyHffNNJ4+Bo2vpTb0nAD+WiAT5Xyuz78f52ThkdImkPp5Fx/9KMfdRbucmkYUmnZ21IHlgy8rqB7RQC9wJI7QKyr1kElWG0n2/jKAk3bDXkmLuBs41kXx4dk2See+ImX7eY+OgPRLfDaHguyY6wHhgO80pRPPlTr7u3G5WHZNbXO7lwVyB9SYQMj/uhPs+1cy3yKcl0M8HpVbMzEuQKvcrPw+tOFKf8IYepKCAhjAeXCwMJrbhv/RdfolCFwyuKs0dj0pBxI4RsObL1OStlfeuml7nykEfeMxB86N/tef/317svbDDWTcgzFr23LUiB1Y+nAm/MEiwFHwAksrYNfrg86pUy2cR/oA2+AU3z3Cmtr4DTgKk0A26YprmPBtjRb4P3+D+58fJY0zePC0AIviE7+Oadl1cg6mzkqkAdKll5vT/VD1Y9cv5IXA7xelxsU3EgNc3JjSFkDvKyO+chrLo1tyqlD59sKbvuTVzEZkinxr1fV21lLA+GDM24Nebjo554yOqdYrI3ba2QG5+H8xlh4pevDN3Ds44M5Wu/72tT6fgq0dWmJH621arDuBnCf+R//tLP2Zh3cXgu/W3UQvA14E99oKpuAN3Ey3wW8uR7+ArkPvBmOTJmdS4VS4JwUCPRyx+M2mPHgz6mMpyzLxQAvf8q33npr1sALej21pRJfNcynrEF75M1aaqgvf8zgXIC7CVR6KuWb7IO2U4ZoytIKYPMR2VCZEpc7gmHUWohn8c34iIHofho5HjRrnFh5hWzvx6/1ZSqQ671kC6+OhpsAqyrLK4hlXXVvAN9YeEFmAgvrLgtvtNtm4b1K827au4C3u19/t/7QTtlYdQXlsQ58nQsgLl/eXLGan4MC6W+MFuQjtlP3qeegScpwMcDrVbrho+Zs4WWlNs5rQCqNfS7mHOb8ivIUeq7lja4stUaT2OTW0JYfrIBk9QwAs9oKSauN219+++23u48NHCekwerHq/VlKpA6smTgBYVA0cSdAOwKtl+z8DbAS5exwBv3A1Zex0g/Lgv9WrMLeHM93Iex8PL37cJdqzPgzbnUsGR9hWv9HBTwTQlDSj4GT70+h7KdqgwXA7xGaPC3jy4+62JcBeYyB+r+nx20s4YKc6/Ayt+fTnUjtPlGV28EuGAERLO9jXvTZU/f8mD5DlhPkc9Ny1nHT6dArvdSgdf5BXjBbvtHDduAF3CCVx+ixZrKGgw2B90J7lplO4tuu9y7dI5lsQXHyhJXiPjw5nq0wBsLb/Y5Tpn659PLqlZLgZMq4APqdtSG1N+TFuqEmV8M8AJbr9L5tnhNPRfQTTmVGbCDsLkOS3bCen5w1qy8Y8Y27Dck/fVNBeAr3P7D2tjjNqVX2+enQK75UoHXFWmBt7WIbgNe4MpSy7oKSvOhWPcG5O4fVVhuJ3kB2uTR7rMcrePmIH8QDV5zTOKIHwtvgNc2QdwAb47rdmz4kebQJHq2bzh09OaUOwf00+3vT7wx85scK/2UpT8fk/emOG2Z2uVN8cdsP1Y6yatNr13O/qnnDGUMKvWX9XeUvhjgNdwTK5p/z5oj8AJff8pglIZYAqe+WSr9VeemwDc3/5pGk3R6h+jTNnrqobQz/Fm775C065h5KpDrvlTgdX4HAe/dyxl9uC34OA34AtGAatwL4jLRn/t3N3GAs2NYjZVHWkm7mzfuFLK27VjAO8+aeb6lznU71xJuK9+2fcc+H28QjQmPG6498B07o5mkdzHAy78StPjoi1vDXHx5DUUGjLgzGAGAj6iLVuH2FPAxmfGCA6ZyPqTxaEE5fzQx1kf49s62crptBdIBLhV46XlT4GVF5evrY7cWaLk7gFmuBSZQm4lVNlZYccRtj7UP0LIIg+l+cL8eA3hBBzc0H+f2J9808LV07QV1Qb5D7Uu7L3EdL648WPGk1dYn33v0vyvIscnHvA39fORh9BjfJeSY5NFPq93epqlcyuf8lclcmtJOGm2+Scc8Uz9vaTL+JG0PMELimSedTdv1pXnwcQ2UK/3rUDqbytJl3PuRrnPGGgxuzjflSTrmbTnbPJNc4vbXsz1pOLYf6MutoR1iU/xLDYsH3lxYN8Yrr7zSQaPxUkEkmIzLwLnOMxwZdwzDVs11hIZch7nOuZOAXg9NOpeENFBDjUgapLZBc8N54GLZ1Qjl47akV/PLUyB1Z6nA6/wOBV7HGd2BlRasAt64OABgQMrtgf8ty2+swObuOzDL35ZVN38mERBOmn/rb/+zbp+8unCXBxx/DOA1HGZGcDHueJb9QYAH3yeffHL1zDPP3Ml6DxjRDr388stdnwCmDI+ondLGZJQZeRnqztyrbdu3hdTFNs6HH364euSRR7q82u2Wh+IPbfNHPsqgDVWOaKD8bXvapk//oZDtzosBS99oWMe8tu8fM1SexKGHNARGJSMbAOh9Qz8P7ToDlfN84oknuj+DsOwN820G5XJ+7Xn1y3qb5Tl1XhcBvLnAhiYDjW4QH7F58jpn6I11100CjlTcfLB26opzKfmn7jhfHZcBvT0x//GHH97TUGuI26mvEevBCy+80DWCwDmw2+bRP6bWl69Arv9SgdcVPAR4QWtGcPBva/x4W4tsBz4xVt316W1rS3S92va7OxCsLCAYAIPfWH65O7TQK/1jAC+QAjsMLWAqwzFqy4Gq8b617wL4A5j+fl08HbRgztihTwi0aoMAtD7NNv2bY4AfyDK2uWO0MwwnhlkExXSRj49x5WPeadnltOossOJL33Zp+86AS51tprYfYslUZscEFvvaAy7n6WFf+eTpYyq6OE6QJkOU9POdintC/qzCjFLOJ4CsHdYnypsVO9vFl6Y84v6XhwBp2K7M4jsnGtKBFdY3PkkneUo/6Sijdlw55CFOzjVzaXOfdG6uvXNwXVxj25yfIA3pyVccx1uWrn20N8kj1mHlsC5+tJG283Le7XXsMlmtOk3VhTwQpJzZf0nziwDeXFAVAmioeK+99tqVdfccoTewC8yVWeOgwXQzVbhdBdoGQoPEGqPhUo90MhqnNIhtydxcGieNqYaZLxVLh8Y517FNuz22li9HgdQBHdgS/3jC+Y0F3mjh6oNSbgpgF5x2MBrAjXXRejs5MOvt8l0gbtMHByzAoFY+LMgZLk08wH1M4AV70nWdQaj8gYwPY1kDhTwQa19YVR0jMHqAFttN3KvAmmVjgDsOAIrnwRzEmbcBaHnLCei4aSUtc+2YAAbBbfaxwIJQ7VZrnZaX9k1abZmBNiAUWq3BrmMCk/YzPMlH+xkdkq/+jk55G5Y/87FfnyiAaOcjHSAvDeBHt6Sj/NJpz9d5sISDzVib6a+flaa2nA7523tp2Qfmn3/++e5hIv8O6iFCn9AGnKEMsdpnn+sNgJVTcD3pIn19hGuacpvr72nDeg2gHZ9r4eN1/Yh4seBbVm6B9tHfeSrP0HXpIl/Qz0UBr5vNOLYqogp0rq4NYNdTnslN4Gb0FN+/sS6onp78VNsGRGelsdEQgViNvOuj8XW9MmkcdRQBXds1PglpkLJe88tUIPVgqcDrqo4B3sBmVwua8W7533JJSKCXzj/3ZKdfIHfDvI2bY5MedwjAy8Why0cad4N1IHyTURpi4dUWaDNAVayTrjmY0x8BKhAEPi2LZ4QYD8cg1DprHsADu2AQeAFOEAh8bLff+KvtG6ROo7vnZLv2CjTpE6WrbEBPGtozZQCL3C7MlRdQ2Q7+LHtDyiJqWVmAHPCUNo2F5CsPcKh84FMa2kXnB8R8y2Ad4EkXxIurz5M+4wKQVA5pCfLS5tqn/LRRXsvKQ1NAS399KKMDXcG07bSPVh4GtM+OVx550AJA580eI1ms0s6BfnRW9hbkXQvnovyCcktbOsZcD5QG4qXrnHOeNFBeYO78nKdzpKnz4gID2KO9fKTpuonXN6a4LsrD+CLkmnQrF/ZzUcDr2qowAUiV3Q18jq4NyuRp3c0E0N2seTK8sDp6NqebTjMF0nFoaDRmGvk0khokja7GUR1T5zS0bSdwyY1O9Kv5HQVSF5YKvM5vDPCypvo4LZZcsJmPzXxgxsrL6pv76Eb153d3hhaTp7S5NZgC1sqgLPI8FvCCXX2PdkGbbkz1AK/tQiyW2pRArjiOBUTaE30BiArIiAuS+sDbPlxLG9CCQum9++67XVrADWQ7Flxy2QKjgnhAUB8ZmLLdNkCqLMrNemhZfwVIrctHSN3WNiq/fY4FYNbBGkAEf2Az58+6yvrpvMQDnkKsmtpTsAzGlUH60hGXHgJ9lN2rfMYt52Wf9lkZbAeN8hVX+e2jiW3abUF9A8iuG/jUtsvfMfJ1bfJwIb486Qi4hQBwLOS51jRnFAGozkMe3CdyDJhWT+QxBLyuoTTVBcG5Wc91j/bK6cGogPeOaxCd7+sUu4AfFdVNBVBUIhVNxT4n6PXawtOgm0EZTay+R2noL+AaT32KaUiSj6dGnYlGTydhsmxbnrYTt39sttf8chVInVBvdILpsJd0v28DXr6zoBJ4mmLpDfC2IzPYn4/V7AelJu4H8tg090EbWJY2yJWGj9/ka5JHLLx0F8f+uDocw8ILfATXWdug3QAjAR/b404AHAO8+ixQo88CdCb9Viya+rNY+GzXdwAfQC2kHunnABSwNZdO4A9ceqMINKUnKCPLJdgExUBbWoDXOqADgfJyPJAAZ7b3oQskiiNvbaPzERdIK7N9oMw52wYsbdfvSTdQ5xyUmxW2D7yBYXArpD2mjbg535wzABQX3CovS2vuP+cUFwAaKAP9XReA65o4RjlN8krQf8uLxoLrKj7ADrzaLi/QKtDMevIMiMeQggWMuKAO0Z6Fl4XZMdGa9TjaSDPtSgFvJ3H3c3EWXmftJmI5VZk8bak8bmoV1T7Ltz3JV4OjDF7BeE0FdN00bvw48a8vXS2dWoE0KGPKsU/cMelVnOUokLqxVOB1fkPAa7spH6bl4zGwKQBaIyiAXFDcAipIZf21zWT/tikjMzgmkGsegDa3Ls/2YzkQbJK2EHgE2Y4BxJa3hbg0AC9Bp5trDkbi0mA/YOHPKYA0cAVsWSeBJrCyzTHSBYgekMAb+NFXgEMWTPvyqh0UAUqW2FhC9XECYHOs+sfyGlBjXZWX/hGwOtb566NAl7z0U/KRvvMSh9W2HW5MHo4He8AvAWACbOVXBucUONT32U4LmoBZQZ7WpUMfcB4Lb6zBcSVwnvr4+BgDQkHa9KEl4ASz8qWnZekobwv+LNMsvwC/BV4A3AdeaTlXaeWa0835KnssvzTPQ0nKnoei1Bl5Sl+eOX+WX2l5sJGeeiHQwbo6JbR1rCy8nSRdHXVdLsbC67Q9ufLldTOo/OBXxQKdLL2ngN3k66ktsKtsymhfhfNWIJ330Py8S16lO7UC6Zh0lDrBS7Hw5rwBI8g1cSEIQIJPltf8yxorrf2BX7AZy2wLsUPLoFVcxwSQk5cP1wBxgFd9YA1OmcxTprbMY4E3ljdAB5BYM00gxitswAhWgC1gsV27z+fVun5JfPECa8DLsbGSAmL79R3AUx1yrOOAoX1eswMrx9kHpKTHwmkfaydYBFTSBYXi+NMCVlGgBtxAKIAChPGxdV6xGoPShOjleHUbmGdbLLJcCYAy+HXu0lIm0BfgdXystLQRxGN1lq/90mYJVf6kQSf6O3/6O1+w7vyVM+WXDg1ZdoFwIFmejqOj6yPdgDuLbUDevdsGlmia0lAa4oFm+eINgSU797rjY+FWZlBGC2AfkHUtOli7775rPrypS9Kmo+svROey8HZydD+0uTjgdeaevNwcgV7LbgCvEjzBBkBvA37lJx9PbW4GN6VJ2eqf1daVtZZKgSUqkI5pqcDr/IYsvPl73+6a3v3YLFrY1wde8VhfxQG/3BPECZiyFA9NwFYccTNeL3AzCYA31mNxrsrVfgDXxVxDBAAeC7xxRwgcASbLQAikaff1OzpjwAnOwA6gFFdf5e2fZfscF19Px4kLnMQHWvRhYWWZBZkAz7F8SwVWX/sAl3I4VhoA1JtEfU/KAJBt0zdKW2DNVU6wKC9GGnmAO/1XrLhX13K16vKTD5jMdgAJVvW1jgGZ0gCvAUHnB4TBnvKCwbz2B6h0YRV17gxZ4E4ccaUtD1qwpAJXOoBCfau5ffR0Pqy9zpM+cZlwXo6Th/oiDoAWR37StS2uazk3cR2Ta+Y6MLI5r1hxMQcNBcclPg1cj1iH8YHzVw7lBueOkx64jzauW94ESy9lKeDtJO5+LhZ4VVg3U+Ayc0+xKrSbe2rwdaObVHSV15Occpi7Wd18qcDrS1ZLpUApsCQF0jEtFXhdqyHgBax9QGW9ZV0VhoB36Lqnc99n3qYzBLxDZVNW5Qs0sxaPcWlo8xqznPqQuO26fmtXaONb3nQMKGvjtunuux1IbMpnU1ptflkGoHkQsQ1MAsBA7j5pJc2bzEHtmDy3xXE+7TltK494NNgVxAP8HljCCJvKUMC7VvNigZcEnjb5wcTKG+j1lOopyj7gC0o9SZpuavFNOnkyZcH1dNmHXdu8MrnE4MbdNl2iJnXOy1UgHdVSgdf5tcDLOmudqwI3Au4GrRsCi6zQAi8oFTqtmmHDuo2H/DR/VNF3aWBFBrZtmdpyAl/QGwtvAP2QNivX/urcNpxLGy9x+9va7fvuS7b946wPTZvyGorbptnf36aTMrRzxiBuBPkwC+gljf6x7fakkW3mQ6Hd3sZtt7f59OPsWm/z7McdSndT/GxPuegQn2LthtBqk7xsL+CNehc4SsP61O8sqSwsuqC3BV/LXjkEfN14Lay2y5sguI3TLktLnl6pgOvkG8uuVztexVTYrUBu7G3z3alUjFLgdAqkE1sq8FK2D7yglxuBD9XiUwsyQTCYFACvP50AltnWv0q0A6zSG5rkG337x2Y97gmgVp7is/AqTzsF0M3tD/DGvzfp1fx4CrCwVl84rKf2Ipbv4Rh3thbwrtW5aAtvGkKW3rg3BD5j7bUOSsGpJypWX8CaURVakN20DIgd41g+PEOgKz95AWx+XZcaXBOvxlwTjZ3JOh+pvO7KdTtEI8eOmQ5Ju44pBQ5RIPV5scD7uztv01hyjZLAQsqKyx0A8AJI6yb7ApDgU3wfm4FifriglgWWNUsAtKDU/v7kQzRpO068q/C7O77A0rJPHGCtfPLkwwuwU6bMlQ0UA115KptzYOHVPqW9WvJcu3ybU9r/28xz6rzc58eYlJM+29JS5wt4r+78yxylYX36648QwBTXBa4ELfTG1SDbWF/F4V/L75bDPpD1hauPAjj+W7aNFRckc6h3DItxwNY8aQeufbywyx+nLfsSl928/Kjz5Sndae5BwMMCXensWvmggtuHDx4cl4YqjaROyBNdXvUcotcYOE6cQ9KvY0qBxQNvY+HN0GNxEbDed2kAoUKAN8eYg1jgaR+INYFO6dkPXAFyjkk+oBUoC4DaurQSzzzAK17g1vHtlHjiWv69v/nV7pW7dsp3F2MmH1UdOvnAat/JB1DHmHwctc/EFeHQycdeN534t9500g8dMvnAbIrJx2/SNfdxn8lypqyb+/CQ8Uz/WMOS3bn3L9rCe0eCNfRa5yvkC9YAbmA0cGp7pkArkAVpnMhNAM22/jH9tLJuDuTi9B/rRcp3SXOw6oHBQwItaa2x1vi50X196yMGQ4uYDN3jS1o3vDjiOsY1YEkHyT58AMmGuBmCZHkeC5IDv7vml3RN61y3K7B04HV+gchYXVlVs5y5bay03AUEUGscXttiUQ18gk1WWMBrv+0sr6yttpscL21wKh3bBOkHsllp5Rtodozy5ti2bFlu55bbdjzL2v6hydvCTZM+Y9ekXetP+p5dk7a07aPSV/XnDDO2tXPLQ5P2ddfEUCGO+a6JESlxLG+a9A2bJn23feba/k1z+6aeMipDfz51vm36YLcsvN1t3/0U8N7VIoBilaUQILnJwVMaMfO2EWu3B4Izb/flmHZbllVOw48U7K4rZbtEFzctXyXD+xiOheuIjwldI64oANmYjazprhltA8lAGBCDY2M7GgvRvA/JLDM6G8drJFnnWetbSGZ9z2sk5TLd1Iqcerdt3upRy8tTwLUXvKVQX7UJwtIefEHvkJ9tf5t7SgCdrLWAlFXWZJt1wBv3BqALeMGnkHvJMmuxuPbHcgySWXitSxMkO1Yc6Qvi9Ms1tO6atW2Bsvcnbw9tMx+adMLbJvVgzJTzHpp3J1U/F6kA4PWHInGVTHtziWIU8PauejoZcxUFVHni7YNvgNU8QJt5trVx2mVpeXrNP+ekCJdcEaOBeRr3dtvYZRrqgMApa72bHCh7qDB2JVjmfw2Y+VUbJYNVwbXzqpCVGHSwIgNjDUUfkr0m82rPa0nHqR+upwHUAbj0Y0nWIW6yIDvPfa65uNumsRpVvPNSIHVg6cC7l+obxuGllY/UgKplYNoHXmBtEgAsN4cr4L37sb790b0/SsPVOLx7FXjZkWk15ZS2MHmkD6j5uIedTTqplWXhXd+bBbxrLa6W0hDaoCKxMIIjlhevk7bBbwu27bJjWA+5LoAhlsKE3ORZr/lagWiz6YZut7fXbZ3C7iXHgWTXxLUGyizKgWXXCzCb+A67hgDXq8lAMp8pkAyO+UsBZcBsGzcMfmD82cRXF+Jy4XUXCzUAl4+8414RCzKrkBs157rPeUa/dr5bkYpxmwrkei4eeO8OBdbWxaHlTvstwNtemyHglaZ7RQC8YLcPvPZFd8Abt4jOwnsXiofK1m4Dxu36HJZb7bYtO5c29NfbfbV83goU8K6vTwHvWot7ltqbXAMKQMAIGPK627+s8BfiowRgArh8pWyzTxywHJDJ67pk1uaRbTW/mQI07U+Bxf780JykD0TVB6DMohxY9iGdKdAMlOOXrJ6wDA9ZkltI9sEBn+XWmqx+sSZzuQDdgWQNWiA5r077gFz17NArPf1xuTaLB959pNwGvM0Yui3wxoeXjy43BfBqG3/djKZwVYQmjbLwXqlSCwtUoIB3fVELeNda7LUUcCIg8AEagLhvlbM/HdpeGVTkW1XANRo7HVow6as36ksensCyCewEmjVQINlDlbcKHqD4GLMQsxSD4b5Pcj7eY00GyvmAz3Egm0Wa+4aHLy4e8hqqq6nX5hVuR4G0DwW8jd4N8LK+cmEYCgHebsSER965GqUhw5mBXcv5YG0oDcAbt4jWwjsUt7aVAnNToIB3fcUuGnhbwNHBg9ZY7HQ+gZEAiW397fY5Zmgae3ziSQMMKUvKVv5k68p6rku5VpvmNy23dAOi7QNW+5AFYLlE8Dk3vN3Qx3tAmYsFOG6nuF0ElLld8E32loJfMkiOG04e6vqwnPIp603DJh2PkfZNyzbF8TmvAt5G3bvAC1bBLOhluU3dSMwh4M3QZGA3Vt/Ev5rfHYtXmuL4OE78At4rhWphIQoU8K4v5MUAr4YyUKtj8bpZJ+6r/x/+8IfdXwb72GifyR9K7Io/Jk4/Dccok7KxxsUdwsVyDhVKgUMUyD2QuftA/QK0xpP28Z6RKrhc+CiPOwUIBspGtQDGsSybB5TjdsE3mcsFqzTwdn9x85CPqX04DDAfo04HgsbMD9Ft6mOUW6DRkkdp2EvHHvDGDxcAG2GBxdYDX4DX/ozSIB8ga9sQxBptwTi70kq6Bbx7XZ2KPCMFCnjXF2vxwAsQdSQ+QPKapV1WmAAAIABJREFUuA+g1s95amEYBP/4J3c+bAIM6SjXl7OWSoFpFIgFF8ACWf7D/Ij5qYNc/sUsw9wuAsrcKzIknI/52tEuYk0G11w2+CUb4cI96mE0ftAe9jTYAWdvQdR9DddN6n/Op51vAuZpFF2nmvMo4F1r4s0Wayso5X9rKLL44wZSQe0m4LXd2L3i9q28jjMub/b1x+Gtt2rNdajF2StQwLu+hIsFXk//6ZwDuecMtvuUDQQb0gwYAACddoVS4CYKbIK9/vaxeeQ4LjruQ5Zk9dbHeyzA+dCTVbgFZRbO+CgD5AwLx5psJAy+yeIbIYNfsvQMNweUgbh8fvrTn3YPuKBZY8/dg3VZmxC4HHseiee4Fo6HlnPO++aR+AW8UdsQCtfH4eVnG8ts4BfUGl4M0ILXWHgzJJkP12LFZdHNdvWAldg26UpnaJSGpjS1WArMVoEC3vWlWxzw6mBdYB2gDnYfkJxbXOfH6quD16Gn41xf3loqBY6vQAt2u5bH5C6NAKQGiQXXPQxe3ZMsv3yJAS5rMv9iH+Plz0VYi1mT+SW3luTW5UJcx3Hb8M97LNQmfywS9yHA7F7yICl/AKosh4ac05i5POQH6j0QCI672NADXrCbAFytm7ewGuClW9rC/EUwiy7L7rVw1928Rmm4pkqtLEyBAt71BV0U8II+r/yXDrpDYK7T1lHfpINeV4taKgWOp8AuKM7+XTkmXgBS4+UBl8XOmw7uDyDZn4vwIQa2m6zJRrvI2MnGS84USzK3DJDMVcMHgIYXZE02GT2D3zNgNi5zfO1ZlFmzD70HWaJZuLl3CM4r59qfR4tdms12/wbgpUMbAG/+FpiVVmi1MbpDLMD2B5zbOID3moW3zaCWS4GZK1DAu76AswZejZagY9DZeM1/ibDbAjDLtgoOBCqUAnNRIACya77v+UgvsBg4BqQmFlXtBkgGriCWX7I/A2EJ5lsMePkZxzcZkOYDPhZlgNz/m+p8vMe/WVr+8tqQcP7+OrAMyt2rvi1wvyqjdkz6QH1syLmNmUfbsWlPFS9lVZ6NYQPwXh1z91DAy1cX1LLmCokjHyHj8YrTWnkTryy8nUz1s1AFCnjXF3a2wJvGSseVV58t+F3qcoBfR+riVigFlqaAe3/MdMh5SzdA1gdkb5BYcEEy9wfQCpKBLKiNy0UgOSNdxC8ZGGdqx0sWDyTzS+azDK5ZpgGzIeYAMLcOFmX+ytwudGKHWpJzfrvm0fgQHcceEyi9J/5d4DXEGFDNOLy5Pub8fM1Zbe2P9bb/0RkoThxwK8/u+LuZ2hYrcDcs2T2FqQ2lwHwVKOBdX7tZAm8aK68xdTyBvEuF3E3nXdC7rui1dLkKaC/GTIcqBKACx+axIGufQDJLctwtuB6BZK4RLSRnOLiHHnqo+2jPx3mguJ2AM1cM+0Cyj/fAtWP9uQj/Zh8DAm+gzFrNtYP1mlFAGaaA5CFtN2lJH+ViQaeL0AfQHAtiuSsYWsyHaqyz+fAscfrzwbJsMCQDYWmyDBuWzORDN0E6FUqBJShQwLu+irMD3jREOpNL+DBtE8yO3V7Qu67stVQKjFGghaY2vnuJlZW1NRZX1tZ9g/RBnkkDHF9d1mMf4LHsCnzygSpXrSFIjiU57hZg2PHA2GTZxB8ZJIvHL5mLho/+WJV9yNf+FbrxmJ2b9oUx4SaQ3OqYdts5O7/77ruvg3YuHrYJmXcrfu5aeTPSgjn3hX/yxi86UGW13QXAV2mt7nzgBqJZcY3SAKKTNkuydK/SK95tpavlGStQwLu+eLMDXkUv2B03djDLt6mgd13ha6kUGKsASANkwDIjQoBHE7gMSMYlgWtDG4aAr93fX2YNBqj8fvtBWoDQpNE2xaoci7LjdW4tJCsTa2/rk5xh4EBwzsX5ZMo52t+CMg0cC5aBMouydKXPYq2tGQPJ2iPAa+LCIT1wPxScNytsC6eGIAOqPjSznYXWBFj7U4Yfs19cxwRypcOqazsILtgdugK1be4KFPCur+DsgJc1pNwYxgEvK03cPVhqKpQCpcBuBbQxLJ0sonEjAHtGa+CGACJNRm7gQsBiChJjUR0C1m25gjphimHJAt2B5cwDzWBZh8hSHUtyC8n5UxHnCOxpEhAOMAeQ23kbxzFAOR/zSdNYy4Fec+vgmZV7KLTuB4YfA61cHUBrJn9BHNeELGdf5o5xrDRAMNDlw1uhFFiqAgW86ys7K+DVePtgJJbLsa/1Lz0evQydxDIupINdV4NaKgUuV4H2fvAwDW6NvmAOanUYQhsvamUbUPNxGSj0YRr4A5AJiZf1dp59gBdgn+M4vMqYCSQ73z4kZ3QLQMsCDJJpSJPAMvg18U0Gug888MDq/vvvv4Jf5x49Wo0s66y05fxs/bUway5o5ebASmvy8VmmWIBtF4+11zEsxlcfuPUzqfVSYGEKFPCuL+isgNcruxp6bLx1twV90KuDYuGpUAqUAncUaOGK7yrQZZ0ErxrHQ4LX+9wDpCXNhDavbDPP9nMG3ra8hyyzmut4GSx8SAd2H3zwwSvQBb6svHyV+yH6ONbYyT78a4O0WYBZasFwJv66tpv6Ize0x9dyKbBkBQp411d3NsDLX41vWl7RtzBXy7shOLptemW4rhK1VApchgIBKWf79ttvd/DFKhmL7k1U8HDO9/fjH/945/6QtNo8+9uWDLw5Vx0OC3DcGfwzHs1Zdje5XeUh3QO747T3QrYn7cw7je9+dGZ5SPPErXkpsHQFCnjXV3gWwKvBAmqG1wFuxr8syN0Nua1GNPOFuYeGQy1X62pTS6XA/BUICLEqAimv4TNs1yaYGnPWOVb6/H79QQWrZkLy7a8vGXhzzjpfWnPdAL4s4G17lHjRxjx6Al5W4a3AC3TbqU2olkuBC1SggHd90WcDvL7ijZWyBblaHg++9PM6kPWpQilwyQoErLwmZ4VljT0G7EbTQJq5P5QAvfzoh0LKsmTgzXnTmMuHP9BIcP50ig7Znnm0HAW8OajmpUAp0ClQwLuuCLMAXo2kMXdZKMu6Ox5w+w8DsfJuenW4rha1VAosV4GAFTcpoMtnN64+gatjnH3S8rGoPHysBWqFlKFdvgTgbXWlTzRqt/eXE6eAt69MrZcCuxUo4F1rdPbAq2NwweLO0Ie4Wh8PwAHecmtY3wC1dLkKaDu8Xs9oCgGrYyqS1/Xy4q/qX8b6+QR+LwV4nX9fg22aJ24B7zaVal8pMKxAAe9al7MHXo1d/uGorLvj4Xbbg4CHh3JrWN8EtXR5CsTqysLrK38h4DlGDXHHxg+w+QtgIxH86le/upZf0rkU4B2jbxsn+hXwtqrUcikwToEC3rVOswBeFslyZzgO7MbKm1e466pQS6XA8hVo4ZJ1N76kgaopFEja/rXNUGXmKYf8slzAO6x+9CvgHdantpYC2xQo4F2rc/bAy/piMPgC3uMCr5ugQilwiQoAzJdffrnzqz3kz1gypixADYxt0zFA661K/po3VmXHZX8B77CK0XiuwJvrO3x2e269O9zankdV9AtWoIB3ffHPHnjrg7XjgG7r4uDhwagXR22I13WqlkqBs1YAbPoDA8NiaQDH3AeJA5BfeOGFbmQHozt4+yRk/6YTD7R95Stf6f5lLCNCtMcW8A6rF+3mBryuMdgwEsjYh6MhBdRRbjDSkV5bd4bi17ZSoFWggHetxtkDL6uI4Xxq/N3jgG9cGnQeLn6FUuDSFAAMPiDLv6DtgtVWn/fee6/70I07hMnoMUKgrI3bLmf/q6++2gGvt1YJyb+AN4pcn0e7uQCv8vruRFvbDqWproz9dqKtE+n/pGXyDQb4jS7X1aq1UuC6AgW8az3OHnh1Avk74fpo7TjQq9H88U8+uvpYZ10daqkUWL4CrLSAd6x1NvBhOL9PfepTHeiy7gLegOsu+Mh+wCyNoT+iKOAdrnvRbg7Aq66A3cBp+2bNNn3ZLgtt6lvb9/XTkZa3dNFmWLnaWgqsurcCDz/8cFcv6ZH6dYnaFPC+fxyIbBukc16O1YG1YVfDe4k3RJ3z8hVgZXv00Uevxt4d0wFoKPOXuJ///OdXn/vc565ZeHelETDxr26f/vSnV+++++5Vx5NjC3iH6160mwPw+hjYn/sA0k39gPPIOQ2f8R0oEY/72VA60m//RCh1aFN6tf1yFSgL7/raF/BeKPCyTJ0T8Gqwd3UC62pbS6XA4QoAXhba/vBg21IEHSy6hjEDG08//XS3zpon7Kq72R/gfeeddwp4twne7It2cwDeWHeHIDXGBqDqT0+GQsDVWwhGiU3gnO3l2jCkYm1rFSjgXatRwFvAu64NJ1gq0D2B6BeeZVwaAquBjE2yeDA0ugLgfemllzqrGwuxdX8kset46Qba/K0uWI7/sH05viy8w1cg2s0BeJUxMDoEvbYB3k3DQqYu2L/NhU8epgLe4TpTW9cKFPCutSjgLeBd14ZbWtKo68TSkclWZ58xUW+pGJXNhSoQ4GVtFQIZm+QAH0888UQHuCA3E784y2N8gVPXv/71r6+eeuqp7kPc5Jf8C3ijyPV5tJsD8GYIzU2wC1Lff//9e0fJ6Q03BmTVz03QG+ClySZr8XUVa+1SFSjgXV/5At4C3nVtuIWldF7JCiwYiP+LX/xiBw8a8AqlwJQKGJbMP5597WtfGzVSCQvvm2++ufJPaS+++OLqmWee6Vwi7r///s7FIV/eB1yHyp5673jwHHcKcXNcAe+Qcmvr+ByAF6T6INFICqA04GsZvPLJZd1PnfHw5WNIgGtuXeDO4G1APx3pJV15SU9dUod05upZTbs1yD03XOOWtbWAd309C3gLeNe1YcKltoHR2Gv0vR6OLyRL2eOPP959SSrupkbbvjatCYtcSS9UAXXLWLo+PIt1bFedsj9xAYdRHtRZYCJIc1NI2hpbsOyjt6TlmOwv4B1WMNrOAXiNwvH22293bguB1QCqERrAsKHpPHQBVdtAqzgm7g75tgLQmmwL6CaOdXmB5AqHKZB6ddjR8zmqgHd9rQp4C3jXtWHiJY08n8dYc9tXww8++GBn6R1bBI3VpglAZBqbXsW7LAXA0z5Dk7Xq6ED8UxtotiwEWtt4WU7HCl5YllmLs609toA3il2fR6s5AK8yenPwjW98owNYY+h6KAK/LLYs/OoBSy6QDQz3LcGO/+xnP9uNDOINmOOlIz1x7ffA5gHKn5k899xz3RsIbyE2TWPi5Nh+3P564vXnY+IlTubSaJf7afbXd8XN/szb9I204jroi4TUres1bllrBbzr63kRwOtVUn9KAzOnef8crO9bfsdoZE8xSoNG5tlnn+0sY14HP/TQQ6sHHnhgZRnwsnyBYY34l770patXyCwiQJklhAsEMBgbAr7b5mPTqnjzVyBgCjgee+yxDkBSN3adXRuPhVZ9Tnrbjk2nGneGQHKOSRoFvFHk+jz6zQF4XUvtK8gCV3y2Td5mafteeeWVzrJrDN0+7GrLgS0g1v6pL+DZcR6wpKMtlC7IlaZ4wNdHldrPmrZrYEhA9z298s1I6tf1WrectQLe9bVcPPACPKCUSWNi+RBY3Bcujxl/6Dw0mPueh/inAl7Vzs33+uuvX30EBHYDvxpwT+UaI9aNz3zmM92YpdweMmmwbNfIp6HX6LO2Of6tt97qOgxAv+lL6HX1r6VLVkBbYLQFdUUIeB5Tk3SmOlcdLXDJtuSTfAt4o8j1efSaA/AqufKyxIJb7Zmh7EAqNy5tkv3q3BDwpp0HxAKXBWM2A1zpSE+6rL067zx4efiqabcG3Ei4lehD/AGM6yTkHuxWFvZTwLu+oIsGXg2K10ZeYYAhT8yvvfbaLIE3r8RyHvzE5gi8aVxYaoEqK29cG+KPloZc46STi++bsUs19joPjT8wBr0tHAPiFo6tm8RhPWYtYTUB3Ro+HUc6ofVtUUtLViCdG19yIyaoF/mIKPuOcf5Ji0+muq4exrqbffLJcgHvsOpzA95cU9da++JhRzuWD9K0b5uAl5FEu659FE8AsgDYNumkrg6rVVvHKOBe0yewiNNXyH045vg5xSngXV+txQOvJzhwCHS8KmdhmaOFF/B6re88dJ7A/RAL8qktvOuqt+o+zmD1yN+1aoDSyLfx+ssapkw6Q42XMVV1LKx2LCItGAOavPJr4RgYy9sEfEygRCMIqD0geY3Ih049AuQsKvJsp5SlX84x6znWvMLtKRC9XVcPXK5zQvZl/ZB5m4a0ue5od4ZC4hbwDqmz9rM8ZwuvawhEgalyZtIuZbLNQ7wHIFA7ZLCIS4O6oj54GJdmRnHQBlm2TbqW5ZuHgmEF72xNPdsWJ/v6cfvridefj4mXOJlLo13up9lf3xU3+zPvH591/cXHPvax7uM/28ZomGPnNC/gXV+txQMv6yDLoFdBQBEIzRl4+YaBMRbKuQNvqqGOwCs7YDAGeHPcvvN0SCAHGHuAkCeLL13VDw9FfctxwNhwUkaSMIFk1mXHxFcPvHujoBPSqbHomLMgAGXnplHd1RAPnZdjhqahuLVtPwW0D3zI1Yc23OQ6JR0PX4Ca72Xqdj/drBfwRrXr84CIdsJ10u4J2X499u2vKYd7XrsCYvUvmQK22e4ctAveOqa9ALkmxghp+CDN2yftBgtx0hqa08Ix8k/9un0F5pmj/oBxAxsI51Kfjq1mAe9aUfeIf9m8b73pvJZ0AqB16Gl4F/A5xrFLsfDqPAPuS7DwDtW0dP5D+25rmw6JBSVgbPgfYMydJF9Ee+gAxxrMWI2BcaDYTWViNbY/YAx8dHY6OBYa9duk8Q0gg+TA8T7nTLtt0z5pXULc1DVg4UGYtcf1cS0SWj2zrT8fiuNaShPseiCyLiTPNo1sK+BtVVkvB0TOFXjBpr4IkG7qk/JmTX/kOrMuqhcettK3Od4IHtoY56oeOm5Tmtme41l/U5dS19q6meUom/V2nn3tPPvbbVnOvsyzfS5zb/G0zULq2VzKPracBbxrpQp4ZzIsGcvh0lwa1tXwDghoNKcMaZQ1bJumfcoAYnR2scIA2TfeeKMDHVZjHVo+NuFWwSKcjyUMT+UjJkNjbQNj/8qk89Noeb3plWgLyGBt34baOeb8o0l/PuV1OKe0c709ZHiocT1cJ/6StG1DdItWNMzxiceS72FJJ8oayYVqG+w6LmkU8EbF6/PU73MC3lwzUBqDTAB02xycetDlw+th2Me2GY1Be8Flzdsn6W7z823zaGFaPd4VUvZd8bbt35bGtn3b0jzFPu10Ae8plD9NnosG3jQKGhmNiMmrIk/SY56cc/y5zJW7PY882e9TvjSOGtMxjeNpquXxc02nuStljfXQFEBs57vSyn7Aw/pCcwDLJ9jDCys9K2A+RNTZBYz5Ej/55JOrT3ziEx2E+RtbIwroJFtXChZJFmh1AaQBcHkFkEGU/F3rsRqk3HRwzJAeti0lRBdz7QPtaQ1AaErDPvy2526fOEDXtWTVZe13rybtbXplXwFvq+p6ORqeI/C639x7Y9tgcT0gezh2b1vWDngwYt2NBRgU75uut0bue4Fmypb2IG2CB7Ls9wCd/ebWUxe7SHfTkSYA7+8TR7qui/tk6Pikc67zAt5zvTLTlGvRwAvuQKLGw4kKbuxA39hG6hziBWhi0dPI7NMg5hxy7pcCvP1GWsOtAVcPAEoafLCRjlU96R83dPuJk8mxm6ahY4e2gVJl03no+NRdfn7gmOWYBVLHyCoUMI4bBSuxV/JGvdgExtKRpmvvnsi566icP22UIffKUBn729rzz3J/3j/mHNdTZmWjjQcJDxf05LZi3T3kvlNvTJY9wLgurgfQ5dLiGtknqBPS3hayv4B3WKXclzQ9Fx/eXDP1wD2V9nXbXNtrAqYerNSpQKe5tPJgnDRzzLZ07dMXSNc9LbjHtQ3aAnVY2+ABWl11f6vj6qw3GvbTleuVcqUdk462yFsp3zion4JzlwZod4+o93nIU5bE6RbO/KeA98wv0JGLp97qKxfpw6ux0HBoKNNoAgoNwyGwuKvRmXK/8joPF8y5aNjS0O2TL02kdQnAm2sevcAjH+hY8FhNNfg+QPNaiz8djWMFSad203tOOibl2DaNzQeU6iB1WixErilrIsuxTig+xyyU/Ix1ZM7Rx3bpAIfAmPsFWKOD9Pgw0yMdsXvnpmAcLYbmY89/ynipM/LQ2asz/LXBQh4o1BsTDc1BLp3p7r5KaNPKtqE5LYQC3iF11r6V6uK5Aa92OHC6rR1Ou+se9cEx2PUACrgCmcYQd/95S+DNj3ji7+qrkrZ+DTALjgOhHo7lY1JHbRNPu5H92gz71W9tROow40reWIjrfkiQvmvhbZNlxwNsabhOQup1jjnHeQHvOV6V6cp0McDrRAUNQhqIbQ3Uue3T6GlwYuEFIYeUMee+dOANbPB51XFojP3BBfjT2eik4h7iVSJrB3jR4Gvk6SvcZqMdCNwGxfuUJ6/adcrqjk6OL7h64/xNPujMhxsBY69adVw6NFMsxvbrNHWiOmYdtM6aNboF477FONeiE3THTzQYmu849Gi7lbfVmUsI/YBCW28su5/cS7F+KUSu39gCJa8C3mHFUn/OGXjVDeCoTVEn2rbZuu0g1r2ToSXBonvPA6aHWPCl7bHNQ5Z44muv+ummHQebHsrURfd2gFd87ZmH4gT6AVcPZrZb9oYiwZsM971jBXU+QzZqB5TftXB/MxqwlLX1PvGVRch161bO9KeA90wvzETFujjgnbOFV4PC+qiDLODdfEekoaVRXjVr2ICJxnooAGOdANcBljuAHEvHUPxTbmth0LkOTYGoMeVUp+LqQTMdo3MHyKy8OledZDoH4OtVpo/udKo6Q5rl4zuvQOnOmu4YPoo6ZR2ytAG4jjlgDCjzILdPuaPDmHM8JE50HXvsvvGTbs65gDeKXJ/TVThn4FW3gSnoBb8BXssA0n0AXt0H+iDb3DOuOdh1ju5Bk20m7ZH0uBOAzTxgMX4EeLVXhjEL8Lq3BOm7L7kwuI+BrTc+IFdcfYn8Qa60Qbb7GYQrX9IQn8HAvextmHbSse5197gAIlKH3dPu57mEtGnKm3o2l7KPLafr2T785FqNPX5J8Qp4ZzJKQyy8Bbzbb7/czIDNa2hwpsHvh8BJv5FzvM7GWLwsnbF29I+fw7pzydSeb7u8z3k4TmdGH40oaAXIOmYwQmcdOusvC5XOk4UoYKyD1fCyGHMDYCXS4YqrM9Y5BxikKX356GSBQMC47WD3Kf+hcWnYaja0LM6hIcfS1YMEHQT5VFjrcM7ACyLdC+4BbbUJ7JoDYdcUjKrD6rT2iRuAucmDZZbbh8LEZ/n1Jkp6gV1QLa7JNlMsvMrjz04Aq7m3W5a1hwDbsGjuQ9uArLnJg7405MvNC9iKq/z2522RY923QyH1eWjfuW0r4D23KzJteQp4C3inrWG3mHoAQccDVkGrziXB/k2Nse05XnzLrBoafK/shU3HJv25zp3XpmmbZpvO1zEstjrNWKxYflwLk+uTj3ZoDHp1tK6ZzhcUe7VKe8O32aejZlGKOwVY0MHr7M8FjDfpsWt76lUB77BSuS9da1ZLoCdk+/BR027NNQOAIBRgxvoZKGX1Vc9ZSNV79wIIFtc5gFzLmybpSCMPmPHptc3x6r/8pW1bC7yx8LpP7KcdH33QCmBZaS17QM19Crht42LhfgXK9I7vv33A28OoB1b3ZXsdnB9LsbK027uVM/0p4D3TCzNRsQp4C3gnqlq3m2w6IA21V+qsi7F2BObGlihpmYMsVkodhJB9Y9NaWrxouWm+z/lKA7R4awGQWZ50vumAdeZgwCtbnbUHGFZhnS2rMSuTCRjrlFn0W6uxzoyPMnAA2S0Ygwj5yFcjeA7wVMA7XHtybc4ReMEfuAS26isLr3X11jz+stolkGq7uUm9zHLmoDXL9psco6568Oazm7TNaaIMlk3KICiPNyqgOkHcQK5jLCtjgjxs81DpTYtlb16UgYUX4HoQVU/j7wtyE+TpGOUQct2y/xznBbzneFWmK1MBbwHvdLXrllPWwPJHA0Fp6PuN7lhQE08AY9JjidQhCNnXrdTPXgrcRLtcO9e0nViwgEL/AzwdNAsxy7EJJJvAsYcYVmMf4enU+RkHIALGICVgDMbjTrTPCafMQ/OkE00KeKPI9Xnu4XMC3pQJ5KlDHoz5yWp/rHMHsA1QgVAPzOCyBdqA7ba5+OolQJUOC2rS51LAGgtO8yGc8giBz/ajtECu+yQWXuUE0dwutHPuE+kxGnCvoXmCOIAW1CuXZfcYy7A0uE1Ib07tZAFvru5lzAt4C3hnX9MDDECFBcJrN3AiZN9NTpKVhhVRIy+ks7tJmnXs7SsAYFnJXE9+xh5iWI2Br45bB59/wNP5g2PrsRr7eIilC7gABlZjEAK4WzhmNd6n3iWuV+IZK5U6Gmf7sv/2FTuPHHO/nRPw5pqAPdBpxJJYWn1IZp3PLZjVLsV9YV/gdTwLKzcBIKnucW2QtnxtlzbXBSCrPALQVW/BaYJ6qq6Dcsd5C+ZtiXpv7iEQKLPaAl/xUgel4d4BwtpXQf6O0za6X6QXQM41S97nOi/gPdcrM025CngLeKepWSdIFchoqONz2290dVKgIqACVkw6JJCyKbDuadA19G4YIR3epmNq++kUcG2GprElAq9AgdUK4LIAs6YFjoEESFDX1AuTZcCg0xcXUIMHYAwCYqFT16QPKvp1zkOaNADTUHBO6nR/6p/r0LFz3pb7+JyAdx898wYCuG6z5m7a5zhtWiyn++R9G3HVaW8nEtTHuYQC3rlcqeOUs4C3gPc4NenEqegMwIZXahpgod/wiuM1o1dx/SmWkHSu7ekAE68M+a0Bl6G02/i1fL4KtHDYB0fr/Tqz7Ux08ixqrG750wD+j+pgC8f56McHeeCYVYylzKtpHa5XyD7YpiRNAAAgAElEQVQkko64/JVBsQczD2geuPYJQ+eVbe3575PmKeMqu3COwNvXs123rOyANyM2sPDuY+UVtw+8/Tz667RK3uZtUJ7ET51o54mfeO2x/TSTTuIMHZN95zov4D3XKzNNuQp4C3inqVm3nCr4ABP8zIQ03G0x8kqP2wNfOK8BWeJY8QDGpuNs50fHigdMBI17hWUqkI48HXwLBFkeql+b1Gi/3vcWQn3T0XKRAMcepOIz6ct4YKyugV/WZA9prMxeWbM6A2P1EUR5UAOCHvL2tQDmXDbN9znHTed+jO3KJ5wj8O46Pxq2wMvqrw6A2E3gax+XA+2TURTE29fCm7rbXsNsi567yj52f/IwBxRtPtk3Nq3bjlfAe9uKnza/At4C3tPWwCPlDipYbXUmwlCjzjrLJxNQgAbwyqVhW0iDLZ70dUab0t+WTu1bngLqRtu5D4Fj6s+Ys1fH1E9WYn6ZRqfwQAZ2vWEAvnwwuT2AYb6TpiE/Yz6e7777bmc9Vtf5dIJjVuP29fOucu06P+e8zznuym9of+7lSwNebdmhwDukY7vt2NdsW3rb9rVlOsVyAe8pVD9dnmcPvEDG0y6LBtjYd3IcPzonKrCE8JU6NL198z9W/JyH1+s6AB3XoWlLS+e376vS01XT3TkHeL0eFtJJWk6DCyJ8iJQB2QGsdUDQxutW7v7k2AAv7YQ2/TZ+LZcCrQLqz64pdYlfr4/WwKqQutempx1T18Efq5+6yxLozUasxlwluPf0R6kAxrbFz1h8QO1YH0IBLOlJV/rHBONo0J7L2OXoM2fgjWuCdld/lI/Rhtrw9E/O98c/+ajrq/SB+1jwPdwbeURdSVC/1K182EbXdko816q/vb+trZtZ1kaqS1xyvEFTp1LmoeP725J/8raeOOZZzn7zm4YC3psqOK/jzx543aRuUI0wYNln0rhoKMBhbo58kLJPOucQ1/k7DxfMjQ/cDy1XOrT+RzPzqrrXSzsGeHU68d1lKfMaOdCrExJST5I6rQV6i1vAG2VqfiwFUscApo/huDwIudf3yUdaJve2ewL4aCfUWw+DrMY+vgQlfXcKQMxyzMcYGLtHwLPRLAIxABlISUua7pu4A40pp7K1wNIup+zmbcg9OVfgpY82lwuKcwCGWdc/DU1AmCuE6weAXcMxBopox6dce6UPTJC3bUZf2BRyfLt/aFv2Z1/eTkhfvfJQZdlbibH1I2n10876FPMC3ilUPd80zxp43QAgz1OpJ0cdwb6TBprVIo0FeNboH5revvkfK75Giv+XJ2YdAHg79BykxZqzjwXnfKvwnZI5F765OmOh33ja5it411/noTOhJ/cGDfM2VwjH6qD4COuchHTC3Ur9lAI3UCB1tQ+8/TomXn/aN9scL21TC8bgKGBspAhtJ9A16kT8jDN8GyhmjeZe4cHR/owPC5C5YTie37H2V9ruubFBOVPG6ADYvJ0BgEK2j03zFPGUUR+mreGeoP1gteWL7aHBfGhitQe7dBOPhow/uwLdBMdr22LNtS366f8E7aBr5fq67jlWvhmZRNmEWG+l64GptRzrk0Cut2UegLSz6pV+RtvKnUbdBuGOB5nqAiMCP3b5a7dpJS3nC/gFsJxxg/V5rMbKr64p803rQAFvJ/PF/Jw98Lrh3RRpTN1YYyc3kq+l3Ux5taLhsH1sGucSz5OyBkTD4aJpOA7RxPk4ziunfTqgc78jXF8f+GjA0xinAU/ZNfCuvYcQwfkHeDWywlADSm966dh1GpvidTvqpxTYU4HU013AuytZ6fSnXccM7U8a7gWT+g9ilA+8aZNBJ4DL6BQBJO0U6557BRwD4kzuT1Zj+wPI7lfQAWLAFb96IBRN2vLZ7qE2MDR0r7bxz2GZdsrLB1vbow3nW81P23nb1p/E1W/pq4x1S1PxQeeuEN30D/5prQ+8ANQ+IOkaeaPgQV5cQKnt9DBDZx9Oiq8c4FIcfy7hTUBrtQW54mV83raMAWDlcLx46oEHAHPryd/xYFsd0U8J6pr9MVLleO22hx/xbxIKeG+i3vyOdT/67uG+cyy6m1eFz+u3fsOwaz0ferAQB3jduGl8dh1/Tvs1AEAtwMsieUj5nLu03OhLAl6dH4s3q5M6I6RDTCego9FgarR1IMDfuhtg2+gL6k6Gi0o9SprneN9UmealQOrSTYF3n7OWZ6Z9juvHlYb7LJMOhSUSnIEcsAeMtcEsvi0Yg964FrVwbNkEiGI9TpvtfuUaIOT+7pfpnNaVUTurzCydNAHurJbA0UO4fWAzk3X9FA09YNPQG6a0PdvOL3UpwAs4E8Ah/TxYSN8yi6nrpS/RBjIugV371UcPJ64RUAfArotzSD7SVjZp5e0aQBbPtTPJz7mJIy3nrB5YZ2iQD6i37lzFsS6IC2617SZx6EhT5VGum9SDAt7UjsuYF/AOPGEfApJTHwPOjgG8yrk04E3jq4Pw1J+B+7M9t7L9GlONZjsNWSZyjLkGXSegIRdu0sC26dZyKUCB1NPbBN5TKe9cTe4hABcwHrIY5+GctdMEnty3c3YryrUGgCyeOuBjhqQPJKWfh395BHhj4fVA8eCDD3Zw6g0WNwQGA9vAOMu8NCwDVC4LQLgfQKnrAj4FwO56BWJdR8dJSxsKsKUNpr0xELTZ0vBgpI3W3wkBXhZeZQTkCeI4h9banH1j5wW8Y5VaRrxZAO9NXRryFOuSueECfcBvLpPGQ4OiU3TRNFqHll1DsSQLbxp5ftoaV6/pYtnowynLgMZTHaCphja+cUlHPclyOgENeBrW7FtGE1BncWoFUp8uAXgP0dr9SZtYJcGi0L+3D0n7to/JtQb4Dz/88GTAy1IKMPUTCXE9YHGnHbcCIMvSzooKksGtN176Fvu0eyyr2klvxlh3hZyHZVZosOpNbBu0x8BWW+vaMRo4bw86Hl4ArwcegTFHGvrnFnhZnW3XhytPm4eyefOmTT80FPAeqtw8jztr4HVTekJ1M5iASpbHzL1icbO6sQM1rHVjjj3HOPy5+FjRRQPi3PbVRPxMXq0tJaQB1oBqBLks5BXgpo5x0/akRZu8ytNQC+2+pWhX53FaBVKnCniHr0P0YaEEcbkXN92/w6mcx9acS4CXb/QxQ9IHoXxfASfwBIUMR+CRVRX0Al3btZMgl7EARLLkeqhQH/lYewPG8upYFtd+kD4YtR80MxLIX1q2aYuBrGunLxb0zfalb2Z84KKgbIBXueUvb/H0WdpiaQB38ZQZTMv/0FDAe6hy8zzurIHXzQtU3ZRAj4XNfNskTqYc48ZxooKbO+lsmm9LP2kmTtLIeubZ3s4tZ72fTru+KQ4dNCZ0cU6Jl3mbRsqReeJkDnZv0lCcc3WPNUFj1p4j3drJOVjPPPus60zjB+dBo93XHVA/pcCRFEgddE+3w5LNEeiOJMm1ZKIDiPK6fUnAm37p2gkfYQVIM9qAxXbiFiBwC6Glfay7Ju0mmMzHajkOxPLDtd66SEgndReAgtQcY849AnRrh6UNVqUjiA+sE58rGr9m11r8bHeMybnEh1dZ7Tfvl6dLfI+fAt49xFpA1LMG3gXoW6fQKKBx1KCZApDtvIl60GIaX5XaB2peoXkF1rdkt+VIWdoMPWRpYL3C86FN0m3j1HIpcCwFUr8KeIcVdY8KBbzD+mzaSjcfN4M6FlhtojomqHOsrtpH+4Fo4NtHYSyrjmEJBs8MJwwA5v2Q+ssCr72UnsnbVKBrO0OL480FafL1TVz78kZOe639VQbGBuUE4izUrNLA2HHKmbrRL9PYdelw3xBumtbYPG87HkMZ9xnXQcj1uu1ynEN+Zw+8Ls4xplbsY6R3qjSOeR5tWueyTFcNTzsNab2pvOIKKrbXZfn4QoOuIU2j2j+eJVhjzHqkUdVAaGyX2gj2z7/WT6dA6mwB7/A1yD24ROA9tkvDsILXt6Y9vb71zlrq4tC+bdv2OW5b3G37tMtcG44ZCniPqeb5p3X2wHv+ElYJxyrAcuop08TXNq4qtgPOdGxj09M4BowtZ7ItDaePLDzBe2VmqBxWAxYD21kNzEEui4KPKLzmMxcnIWllvealwDEVSP0q4B1WNe3C0oDXG6ic2/CZ33xr2sfMU9eknG2ZJ7esZ26746y3xyd+5omT4zK3Pfva47M/823pOE4bzUotABfH3TQU8N5UwXkdX8A7r+s129JqnDRYPjTwUZmvdD2x++iAX5kPEvL6yqswIKqDuwkcp3EF1F6feUXHrwz8xkfMnOuCMvlAA+jmtZvjk8Zsha+Cn70CqWMFvMOXKmCzJODlQ8u/NS4Gw2deW1sFtOOmYwXWdR/q6YOE1LNjpX8u6ZRLw/pKFPCutailCRXQqbPqAk8fQfD14pPlS17w6999dAA+UAiEsoBwSTDWIjhmqeVz5lj/8MRNwdfEQ3CsI9E4cmEIUDg9bg0suz528MWxyfHAunV30Pg5rj9NKFElfaEKpH4W8A5XgIDIkoDXufhA0YO+kDowrEBtbRU4llY+nNPveOsnpJ61eS1huYB3fRULeNda1NItKqBx4cagk2dRBaKAGHjqDExAFNSyDANdQ9cEjlmKwTFrLTcEX+yCY24LXBKMNQyovbLi9+XjDbAtfXnJM0DsSd+NYLJ8rAb1FuWsrGasQOpbAe/wRQyILAF4c4baPm2aN0un8ONNOeY0d5/kXjlGuT1s6DP0CcIx0z5G+Y6VRgHvWskC3rUWtTSxAoc2WDo8nQILLEgNJLuRTQBWo8UdwfiOXBcCx1wYDH/DWgyMTZYNvWNfXCsy0Lqhb8Axv95YjlkC5CEveSuDDsvNs9RGcuKqUMk3CqQOFfA2ojSLSwRep6dNYWH0cO7aF/g2F33CRf2IUSG8UYyFPXVswmxPlnQB71r6At61FrV0ywoEgLfN9y2StALIoNSkgQssg1WWZEBrMHX+w2A3g52zuGgIWYxN8TkGx1wrYj2Oa4WGU1rcJEB34JgFuYXjshzveyUvJ34B7/ZrHRhZkoU3ZwxGtDl5te77BW1JTcfXgAGDMUNbbxSeuDLk/ss1Wdq8gHd9RQt411rU0pkrEDBWzCxnfpOiS0OnmslNkUlj4QMTYKuB9JEDf2KWYT54OisW5EwsxxkKTRw+yo7hWmH8SONSxnIMkPujVQDzQ+HYeSS0y9lW8/NUINeqLLzD12fJwOuM/ZmQ9kG7kXbk1HMP+plOXZZj5q991n63f1iR+2+49s1/awHv+hoW8K61qKVS4EYKsOr6CM5HeV6VsQJ7XckqzDrsn4hYcnRsGl4NeQA5vsdxreCaETiO9Rgcx/8YHN0UjjX026YbiVEHj1YgHW4B77BkfeD1hwNCtg8fVVtLgctWIO0K4OXGt3Rf5TFXu4B3jEoVpxQ4sgLghqXXn2O8/vrrnYXHsGh8j2NBDiSzIsfaApDje8x67H/qfdTHfzkjTgSQuVdo7Pw7EleOQ3wENZqxfLfzPigfWZ6LSi4dUwHv8GUP2KrP3I08CArZPnxUbT1EgdRF2tLbQ7WQ7YekWcecVoHcN+bCJV/LAt7T1sXKfWEKaEz6UwuKlvdtcIAQiNXRc61gPfZhHlcJFmSAHCsy6zE4BgbmYJn1WBzxDenm70IN58ZfECRLm39k3CsOheP+efbXo8vCLvmNTyf1oYB3WMro4+2Gunzsf9sazvWytxodx/CQ3Ljcx0Kuw2UrM7+z194zkrh/Lv06FvDOr/5WiRegQODPvA+G/fV9Thc0gVdAq6F74403OsgNIHOZyNjHfJBZjMGxybJtPuoQj18hwGaFZkH+/ve/3/kz838LILMe+zBwnzDmnKPPPunONa5zFQp4h69g9OEy5AHP5KFMyL7hI2vrPgpESw++3K+8YfIAXS4k+6h4XnH1Jd4cMohoX4Rc5/Mq6e2UpoD3dnSuXEqBgxXQQJn6INxf37ch0wDy6/rwww87oAW33CNYdQCyhhL4aixZ1uJaAY75H8e1ghuG+CxvPsyTDtgGyUawYEUGyNwrCo7vrQa5bgW892pjS/TxcZdhA9VDUNbuGz6yth6iADcpH9x6o+Th2NuhgqVDlDz9Me4Z341ony0LuZ9OX7rbL0EB7+1rXjmWApMooCHL1Ifh/vo+BZCmDo8PGOuujhDQglsAwhLsAz1/0amDZBkCwyzG3CrMNbq26zz9IQio5l4BsFmhDRfEksyaxLfZ67f4D44ta/8ch9ajz9g0byOeMgkFvJvVjkZGTDGWtjoiZPvmI2vPPgrQ1R/6uC8F9yS93e9C6d3JMJsfb+B8sOaNX12/VTf6kj7pvtlcwSpoKVAK3FgBHdemCSi2+/bJzBN04FjnqaHVaQJaI0+A3FiP8+cgXp96dcpyZwLH7agVLE6A2pjJjmdJZkXOh3rtxzVjyzoEw+22Q89/bP5tPHkJBbytKteXo5G3BKyP6sIhH2FeT7XW+grkoTT+nh463X8ggfaC+6TC+SvgnmGQ4KbGHUjIfXT+pZ+mhGXhnUbXSrUUWIwCGslt06EnGjj2etqHc6x3INawbv4UxMd5rMc63HZ4Nw04QDYFjjPmsXjcMLhjAGuWZKNgsFCBby4c8f8cW+4WhNvlviZj0+vHSydUwNtX5t51+ntw8kEV65UQ/e6NXVv2UcCHaqy77j/B/Sm4L/NHDQW7nSSz+fGgkg8P6z4pC+9sKm4VtBSYgwItBB6jvEmPNQ+osjyBY37HQ64V4Bjwcp0AwSzFAJmLhSkf4/gwj2+yeCzNRrAAyCCb9Vja8tkXjlPe/nybFuIKBbzbVFqDLX9wDzs68mi3/cjau0sBFkCuR+6BgG7qsGPfeeedDoaN7FLhvBXIPeGa+d6ixt9dX6+y8K61qKVSoBS4BQXSIGd+jCzTObNA9eHYR3OBY51A63cMjvkdg98AMigGySbLoNmrXvsBMity/JDfeuutzirNfSMWx0PPp4B3t3KpM94AsPJmbNHdR1aMbQrwzX/ggQc61yPxYsnN3NsRer/77rvbkql9J1Yg94e2BOx6gM+2ExftLLIv4D2Ly1CFKAVKgdtUoAVkfor8E1kOA8de74JjH++0H+WBXdDLQtwCMusx9woT6yNQDiD7mI/PqVfx/JnBBYsamFCOQAVrMrDOB0PZfpu6nHte6bzp5xrQuXS6+VWjobrnbUff39PIKu4Br8drdIybaz1VCmnTpO86+h4C+FZYK1DAu9ailkqBUqAU2KpA4NhrQnBsbOIWjr1m91qYBZj1WMcTQAYUAA0U64wAhMmyfazMrGzic6vgSymPDOcGPEyGF2LF1ngDlUOBLx3ktvlWMSbaGajdlHz2e3CgHX/tbMt807G1fbMC3lIYkSEPXOqX4O0I664PTyucpwJtvWfV5YvN7avCdQUKeK/rUWulQClQChxFAXDaWo4Dx14LG2nCiBMsv0agAMisxz4OYi0Gv/k4DxQbWsg+fpag2X7xHctFAxz7uIgFjlXHxGJsAukBZQ1+2zmOPVHH7JrGpjU23rZyZp+PHB955JHOAhnwz76x+VS8OwrQzQMaFx7+64L6m6EG+5bf0u08FGjruw90wW49nAxfmwLeYV1qaylQCpQCoxRIh2PeTqMOvhsJrIFV7hAsxNwrjCyh4zJOMahlPQbIPszjJgFOgC/rMDhm7QR/999/f2cpBsrg2Kv/Fo6labxjVmofAYIaMGMKKINkVuRA5D7nQgPHmVo92uVN6cWC3g6S77ihkO3OxwMB3XKc+IeUfSifS9qmLuQBwnl7kGLd9TAlRPNL0uRcz7Wt35ZZ5tsxlM+13KcsVwHvKdWvvEuBUmDxCrSg11/WUaXjYo0FqKy/2wIQBac+2PIaGrxmOLf4HQPkjHlsBIo+HLMUsxiDGYDcwjFXDJbj/ogVAFmewBwot4DMgpzz2Fb2dh8tcv45Nr6iwF76Cdmf9cwDYMDMOXAHYZ1s41uO7jmu5sMK0Ml1Vw99GMgPXf3xICJE7+Gja+uUCqQOt3Vbfh6O3bMeVEBvrlHmU5ZpbmkX8M7tilV5S4FSYFEKpGNiXeXOEB/KWFh1cO20z8lLQ7ogFQgaVopPpo/nQCJABjbyBJv8YVs45m8MJPkWg2NT4Jh1OXAMrqWVPwORlymQHEAG9dvg2GgAvi6XD9iSXmBr03lHP+fldbxjnZNzbi2+Ob7VspbvrVvqC+09FKmPfKUFsFB6XdfrtvRIHU8ddi3Ub/ewtxveDPmWIPEyT/ya31GggLdqQilQCpQCJ1QgnRPQ4JoQ4NWZbgqOybSt0910/NB2nYEygFNWI6DzwQcfXAEyFwsdLJjkXtH+IQjQ1OmyMgWMt8Gx4dxAt/Tlw1INkMEt2EoaPqKSj33KtylEQxbofLTz2GOPdVr68A8c7ALnTWlf4nYPRq6B61ThPBRQf92b7hcjvngYdY28DXG/JuReyHrN1woU8K61qKVSoBQoBW5dgXRQ+wDv2EIGis23gfE2uB7KS8fBWsvnE2QCUmDJ1/NfvP9+B8ksrvxrASgXCX7EGUqM9ZBlKmDLgsxybD9Qtb21KnsQ8EFOoDWatWVrz0FZWJ1Zi0EzazQLdvyXAZ2v2Gu6roHr51qyrLsGHr5Y6T2YlFbXtboNPdRT2nvQ9JDJZYefbnzWlSFvMdT/ofuivUcufbmA99JrQJ1/KVAKnFSBdFJTAO8+J6YcmbbBcco7Nm1pAVU+uSxUAApUseoCU5060PJKluWKpRhs8S3WuZusg+RYslq4bcvRdvqW5QO8WYn5pcZvWXo1bdagfdgonTbrdFvaqLce+vhTexhRr7kGJWy6H7K/5ncUKOCtmlAKlAKlwAkVCECeGnj3kSBgnLkOd2jKuY1NW2fO0tuChM6edRYot538tjT7AOC4wDZoBgw1DWvAYu/hwwMHC6/1uJyUZsOaTamL+qruq795w5G636/n2V7zYQUKeId1qa2lQClQCtyKAoHCOQHvvsIEjNt5H5ClyfUgsMuXl3WWLnltK070GlMGeewTf0yalxAHXLkO9K9wXgqoz1WvD7smBbyH6VZHlQKlQClwFAUCZEsG3l1CxVLFz5efIi361tzotCutof2OrWm3BrkOrIqAl6VXAAql3279bkOjofpd28YpUMA7TqeKVQqUAqXAJAroJIVLBl7nTwfAFeiK2NEn6zWfToFo7RU64DWShtC/JtOVoFIuBaZToIB3Om0r5VKgFCgFdioQyLh04N0pVEWYXIHUxQLeyaWuDE6gQAHvCUSvLEuBUqAUiAKBjALeKFLzUymQuljAe6orUPlOqUAB75TqVtqlQClQCuxQIJBRwLtDqNo9uQKpiwW8k0tdGZxAgQLeE4heWZYCpUApEAUCGQW8UaTmp1IgdbGA91RXoPKdUoEC3inVrbRLgVKgFNihQCCjgHeHULV7cgVSFwt4J5e6MjiBAgW8JxC9siwFSoFSIAoEMgp4o0jNT6VA6mIB76muQOU7pQIFvFOqW2mXAqVAKbBDgUBGAe8OoWr35AqkLhbwTi51ZXACBQp4TyB6ZVkKlAKlQBQIZBTwRpGan0qB1MUC3lNdgcp3SgUKeKdUt9IuBUqBUmCHAoGMAt4dQtXuyRVIXSzgnVzqyuAEChTwnkD0yrIUKAVKgSgQyCjgjSI1P5UCqYsFvKe6ApXvlAoU8E6pbqVdCpQCpcAOBQIZBbw7hKrdkyuQuljAO7nUlcEJFCjgPYHolWUpUAqUAlEgkFHAG0VqfioFUhcLeE91BSrfKRUo4J1S3Uq7FCgFSoEdCgQyCnh3CFW7J1cgdbGAd3KpK4MTKFDAewLRK8tSoBQoBaJAIKOAN4rU/FQKpC4W8J7qClS+UypQwDulupV2KVAKlAI7FAhkFPDuEKp2T65A6mIB7+RSVwYnUKCA9wSiV5alQClQCkSBQEYBbxSp+akUSF0s4D3VFah8p1SggHdKdSvtUqAUKAV2KBDIKODdIVTtnlyB1MUC3smlrgxOoEAB7wlEryxLgVKgFIgCgYwC3ihS81MpkLpYwHuqK1D5TqlAAe+U6lbapUApUArsUCCQUcC7Q6jaPbkCqYsFvJNLXRmcQIEC3hOIXlmWAqVAKRAFAhkFvFGk5qdSIHWxgPdUV6DynVKBAt4p1a20S4FSoBTYoUAgo4B3h1C1e3IFUhcLeCeXujI4gQIFvCcQvbIsBUqBUiAKBDIKeKNIzU+lQOpiAe+prkDlO6UCBbxTqltplwKlQCmwQ4FARgHvDqFq9+QKpC4W8E4udWVwAgUKeE8gemVZCpQCpUAUCGQU8EaRmp9KgdTFAt5TXYHKd0oFCninVLfSLgVKgVJghwKBjALeHULV7skVSF0s4J1c6srgBAoU8J5A9MqyFCgFSoEoEMgo4I0iNT+VAqmLBbynugKV75QKFPBOqW6lXQqUAqXADgUCGQW8O4Sq3ZMrkLpYwDu51JXBCRQo4D2B6JVlKVAKlAJRIJBRwBtFan4qBVIXC3hPdQUq3ykVKOCdUt1KuxQoBUqBHQoEMgp4dwhVuydXIHWxgHdyqSuDEyhQwHsC0SvLUqAUKAWiQCCjgDeK1PxUCqQuFvCe6gpUvlMqUMA7pbqVdilQCpQCOxQIZBTw7hCqdk+uQOpiAe/kUlcGJ1CggPcEoleWpUApUApEgUBGAW8UqfmpFEhdLOA91RWofKdUoIB3SnUr7VKgFCgFdigQyCjg3SFU7Z5cgdTFAt7Jpa4MTqBAAe8JRK8sS4FSoBSIAoGMAt4oUvNTKZC6WMB7qitQ+U6pQAHvlOpW2qVAKVAK7FAgkFHAu0Oo2j25AqmLBbyTS10ZnECBAt4TiF5ZlgKlQCkQBQIZBbxRpOanUiB1sYD3VFeg8p1SgQLeKdWttEuBUqAU2KFAIKOAd4dQtXtyBVIXC3gnl7oyOIECBbwnEL2yLAVKgVIgCgQyCnijSM1PpUDqYgHvqa5A5TulAgW8U6pbaXGHNdIAACAASURBVJcCpUApsEOBQEYB7w6havfkCqQuFvBOLnVlcAIFCnhPIHplWQqUAqVAFAhkFPBGkZqfSoHUxQLeU12ByndKBQp4p1S30i4FSoFSYIcCgYwC3h1C1e7JFUhdLOCdXOrK4AQKFPCeQPTKshQoBUqBKBDIKOCNIjU/lQKpiwW8p7oCle+UChTwTqlupV0KlAKlwA4FAhkFvDuE2rCbfn/91//f1bQhWm0eoUDqYgHvCLEqyuwUKOCd3SWrApcCpcCSFAhkFPCOv6o0+6u/+qvVr3/969Uvf/nL1c9+9rNu+sUvftFt+81vfrOKruNTrZjRrIC36sISFSjgXeJVrXMqBUqB2SgQyCjgHXfJWHP//M//fPWjH/1o9S/ef7+bvv/9768y2fYnf/InK/D723/723GJVqxOgdTFAt6qEEtUoIB3iVe1zqkUKAVmo0Ago4B39yUDsGAM3P7RH/3RFeQGdtu5/R999NGKtbfCOAVSFwt4x+lVsealQAHvvK5XlbYUKAUWpkAgo4B3+4XVWf30pz+9At1Yd7fNC3q3a9rfm7pYwNtXptaXoEAB7xKuYp1DKVAKzFaBQEYB7+ZLyI3h5z//+ZVFdxvktvt+8IMfdIAM4KRRYbsCqYsFvNt1qr3zVKCAd57XrUpdCpQCC1EgkFHAu/mC/uVf/uXqjz/8sINXENtC7Zhlx/jArcJ2BVIXC3i361R756lAAe88r1uVuhQoBRaiQCCjgHf4gtLHB2iHgC4YjpXXaA6r3w3nUVvvKJC6WMBbNWKJChTwLvGq1jmVAqXAbBQIZBTwDl8yrgiGHfNB2hhrbj9OgLfcGob1bbemLhbwtqrU8lIUKOBdypWs8ygFSoFZKhDIKOAdvnw6KUOQfe9731t98MEHB0EvWDZUGdeICpsVSF0s4N2sUe2ZrwIFvPO9dlXyUqAUWIACgYwC3uGLaSiy999/f/Wd73xn9cMf/vAgSy8rL2A2fm+FzQqkLhbwbtao9sxXgQLe+V67KnkpUAosQIFARgHv8MXUSflg7bvf/e7BFl7Dk4Hm+nBtWONsTV0s4I0iNV+SAgW8S7qadS6lQCkwOwUCGQW8w5fOXwgD1kMsvFwZWIXfe++9bl7/vDascbamLhbwRpGaL0mBAt4lXc06l1KgFJidAoGMAt7hS+ejNf63X//61zvw3detgXX45Zdf7qzEwznU1iiQuljAG0VqviQFCniXdDXrXEqBUmB2CgQyCnjvvXTRhivCq6++unrppZc6S+0Y6OW3C3aBMuA1tFmF7QpE7wLe7TrV3nkqUMA7z+tWpS4FSoGFKBDIKODdfkF/8pOfrF544YXV1772te7DNdBr1AZg25/sMzwZ2H322Wc7C/H21GsvBVIXC3irPixRgQLeJV7VOqdSoBSYjQKBjALe4UsWfXRWfHKfe+65DnzBbIYqA76BX/6+b7311uqrX/3q6stf/nIXx7EVdisQrQt4d2tVMeanQAHv/K5ZlbgUKAUWpEAgo4B380WNRjqsjz76qHNRYLkFv88//3xn9WX5/cpXvtKt2/7iiy927g+B3aRhnol/sGXzmu5o4Cqwpt93332rb33rW91FoWHpc151JPU2ddm8wnYFCni361N7S4FSoBSYVIF0VAW842WmFbcFVl6WXK4OJsDL15c7gzF3o+34lCsmBX7zm9+sXnnllfJ7nll1UN89mFQYVqCAd1iX2loKlAKlwK0oECgr4B2WWwduaDL/kkYjIGvyERpLpH9hM4pDJtt+/vOfX8VzjGMNSQbkfvnLX65++tOfdpZix7IYmyzXtNaAjtG3dFnrcg5atHXWNfLX2+0Y0wW+w21JAe+wLrW1FCgFSoFbUaCAd1hmugBV8KqDN+JCPlRjweWz++GHH94DqcDXvsRxjEka5lwdPvWpT63uv//+7rX9o48+2s29wq+pNJhDHXjwwQdXqbcPP/zw6umnn+5cefi0879OKGtvlLgzL+C9rketlQKlQClwqwoU8N4rt46aJRa8Alcfq22afKTWTok3dJx4/FJfe+21qz+yAM0BZP/GVlNpcO51wIObequc/oGQ//pnP/vZ7oHNw9w777zTPSi6s9K+3HuXXd6WAt7Lu+Z1xqVAKXBGCqRDKpeGOxdFp+QVraHGWnjN0GNAdt/JsY4xZykG0oC6QimwBAW8CXHPcLfg085KDYCBcULamaxf4ryA9xKvep1zKVAKnI0C6YgKeO9cEi4Msc7uC7Zj4geiWXv5P/IPdg1YlWsqDeZWB9J+pEEDv+o14H3sscdW3/zmN1dAT+jHzTGXMi/gvZQrXedZCpQCZ6lAOqEC3lX34Q0LLCgdA683iSMPFl8fwFUoBeasgDbEBNYTtCdGLeGrbjSTQG/2X+K8gPcSr3qdcylQCpyNAgW8a8uT17K3AbsBZXn5yKdg4GxuhyrIDRUI/ErGyCT+VvuBBx64GlM57c0Ns5nl4QW8s7xsVehSoBRYigLpgC7dwss65VUsV4MA6dRzwMvv0WtgIddiKXWrzuNyFUhdBr3GqH7iiSe6+4sirSX4khQq4L2kq13nWgqUAmenQDqmAt47wHvbFl4uFBnDNNfi7CpJFagUOECB1Gdti9EbvvCFL1y58GTfAcnO9pAC3tleuip4KVAKLEGBdDyXDrx08IcQhlrKiAw3nW+zEEsbXJsX8C7hTqpzGFIg1lxvT4zeYBgzIe3O0DFL3VbAu9QrW+dVCpQCs1AgHc9Sgdf5/T//+t9207/6s38zOLffvv/9//jV6p0//OAoE9cI8BzoNdYuuM26+RyAN/VDZQYv/i2u3dYuz6LCVyFvVYHUD247X/rSl1af//znV7/61a+6MmTfrRbohJkV8J5Q/Mq6FCgFSoF0OksF3t/+drV681t/sfrvnvn56Om/+u//fGfcfpx23fL/8r/+2RXgAt3vfOc7K/9EdWzgBaDg+hvf+MbqlVde6SbLtoEMkCr/t956a/Xqq692HxG9/fbb3Z9dtLVfZ8y94tvf/vY9QMICzTL33HPPrb74xS+uXnrppe6f42K9Sx1SFnnJO/vk4W+Y/eFGfJXtc0ymlCPrmdtuuR+/v188EKXs0cG50jzjHSeNzJNGO++XwzrLpOvWHpdyOTahTSfb+9s2bU8aS53TTvDQx8rLb12IHt3KBfwU8F7ARa5TLAVKgfNVIJ3OUoHX+QHe//i//MXq7/7X/+/WqR8n6/15m072ZVvWA7z5MM2A/IZnMhh/oPcmFt5cN+MGP/LII6uHHnqos6A988wz3V+9Agv/6AY2P/3pT3egwYeSlU18+/1bVoIRKrIdnApARSedPxOQ9vPPP796/PHHV/5eFtgmnrk0nnrqqW6f4xKAZws62d7Ocz7ttjHLOY6m8pC/c3Su1s1jURyTXj8OgHa+YD4heW5at70fZ1vc7FvqPFp4ePDxmgez6Jl9Sz339rwKeFs1arkUKAVKgVtWIB3OUoE3Ft6AaMB06nmAt4VbgNi6NRwDeFkwQZ6/d01wLQ36/5nPfKaD0i9/+cvdcixtoPvhhx/uXi/nGGWx7ROf+EQHuInLGgwcWXUT+DqLByzjf2wfuPbK2gdKLfA6b2kbgs1X+yyxhqt68803rz5icjxLqocC1mhpqZv+lc52x7AyO1/rsdym/oqnnPYlKLNtNHfOyvHuu+92oE8j6YGv119/vfPfznHAzHm/9957q2effbY7J+fcWozFcXys1vaxKvtbXXEF+5THdvk6J8F+adsnjWjd7VzgT66RuqIuekuQh5DsW+Bp33NKBbz3SFIbSoFSoBS4PQXS4SwVeJ1fa+H9D//+T1f/zu9PM0k7IB3gBVvAxj+qAR7Q1UKw/YHGXIsxVz9xgd8nP/nJDlJzHLBkrWXd9PqYZRaggjJgCAQ/9rGPdbDlGNY2EALuAJs/C/joo4+65ADso48+2llvbQBn8gZt4sRSZx9rs3/YYsVrgdf5G4uVBRi4yvtzn/tcB6Pm4r7xxhvdungg1XYWaH9eYN304osvdlpadi5CdOgDr+0BXuWMlduxHg6kZZn1VnnMaamMgN0+Dw3mwB6gWnb9BFZvEO+Y7KOxODSTDqC3/vGPf7yb0wYEg3rbTa6NsmbqEl/gT66Th5knn3zyngeWBZ7yPadUwHuPJLWhFCgFSoHbUyAd0VKBt7XwsvL+D//oX3cADIKPPUk70NsHXhYtIMqSCniB7rEsvAANlAJcsMXiC6aAGJgOXAK7gJY5K6WgXNb5WKoHlv0lrBCLbSyq3cbeTyyU24CXywXwBLBAUnrWWVjlD7K5Swi2KwOotC3lkY/yKWf+oS71l/+xNIAtK6JyOw7Ig3LbnT/49hBgH9h0XVhZgTZAVh7uGrRRDhArHjcPx/gQUQDNIFk5xJefZSDOsi4tDx3GoFVGoOwasRx7qJCWOIc87HQFmNlP6ggd1QV1Rcj1m9npHFTcAt6DZKuDSoFSoBQ4jgLpcJYKvDraWHj/xn/6k9U/eeMXq1//xV934AtQjzGBW2lKWx6svAFecAuy6MvqN4WFl8UM0Hk1z+cU5AEqr9KBJRhjBVYOIMfKygoLhAWQJj4LZECRtVcAe8Atr+ltoykYBOwBNtvbvLguJABK1lAWbsvyCpgCVZqAUWUCq8qR8jgXAB/ATZqZp/5KxzHKD0bBpHTpLg6NPBCAjr41GHDTQhzHe4BIkI5tNJO+6ymwEANeGig77QXpx21D/KeffrrT0PlaVwbWbMdGu5xDl8BCfwK86hp98wB1CeeeS1rAGyVqXgqUAqXACRRIh7NU4I2Fl+WVhfc//2/+7yvLLij9/g/+optAMWA1NzyZ7Vm3nG0A2bIpx0jHJG15/MHf/9NunSXSFPACvLHq2m6Zb+kh4JPrBhzALABLsA2EgStwB1pZHZOPeEZcALKsn/YBMLBpCpxJJy4FsWw6VjpATtzWF9Preq//WUsDOOKzmsqDWwfLnnO2TTzwA8yV17GAmGUaGAH0lD3+rznHzKNDIBaYCm3+lsG0tJQhceUlWFc+egFfeiYNugLevoWXfiy2HiCUnZuC4D7yMACAAa54zkW5nJd9zh3EA+O2nF0CC/3JedKRhT/XM9dvoad97bQKeK/JUSulQClQCtyuAulwlgq8OlpgCniBKP9dcPqjf/nbDmgtG7JMHGPxWs+wYh/+n3/RxQO5trWQm2HOpONYcVh35WH6n7/yf3XABtqADjAER+AHaJkCdS00jr36uW6gFKx6/Z9teYUP1IAqkARxrLTyAlxgF7Q6HpiBTh0yvZTZNuVj/QR24gZSWFDtj1XTMQEaadvHf1WI+4BX+wKoDBzGl5UW3ALsE0Ch8trPpQEUJ2/l5QdqLuScA7HKnO3Zp2yAN+4NHjxYnK07Z/krMxCXJxBXblrZDpQTh6uH9DwUiOe+oT9QtkwTWrEM082xguOdB21prTzxf045u4gL/Un9cC+41uXSsNALXadVCpQCpcC5KpDOdqnA21p4QS8wBaiAlQXXPK4OgNc6KGatFdcUUHZc4NY26YFgx7ACt9D7D/7hnXFrgR6wApusW6yirH4my/aDSiHXYkxdSVwgCLhYYrONpRU8+liKv2j8YAGYCcQBSh+FgVfLrn8CEAPLoM4ywOQfCxJzvLLnGPkmbyDqWHnI33HSB7FCIBfwgW7lVF4QmGPMuTWAdTqxhgaQWEr///buJtSy60zveJG5polH8SAQRCB4YLrjhsSY4DYJmRREJDWwyCDBAw8aZaIEZWASCjQwGIKghDAYDAKBwRgTIZW+yp241Y4bgrHLcpcw6jbYGON2G4FjhNqhT/ht6bnadXRO3XvP1z17n2fBvvtrrXe961nr3vO/71l7bcA0Blt2M6VhXYSXD/qBzyDXKhGpT7u0lR9gWF4wm4fW+Og6eFXGvF5ltI/+YFY7tcee3uoZ18EeEKYnGD5V4O0c3k8vruUXrfsqUAWqQBU4nAIBFR/QwAKQSInIHM6T/dSkHSA10ddALKAN8ALXL/73vxzA9Y/+y18sbCBW3kSAx9fdA7xsAF7l5VMPWE6EF2yKCNIUCAJM8zddt0yVKKj7y9HKyyihfSLH4zmu+hSIuQ7i2PeQXFaHAIeJmNoHRsfgCvBAumupg+/awha7UsbP2GdjyTQOEAtwAqvyAD5RTpFge3klEMouSIwmbPNdefcl0ynoOJ6e4Tq72ht7Y78caw9bGdfy85EfIHncB/4B0VbRSDbzD4k8rvE71/nFJp/8YyBKHG3UYdqKOuiQPkq0f2jQifyI7gXeAu+JDPk2swpUgWNTIGAwV+AV4QW2Y+AFt2Pg/Qf//I0BcgGrSK09gB1vuceWsp965N4Z8DoGx2Pg/V/f/uUAaaDH5gMfHOU8e3NKAwPHNjbqTxXYlQIZ4wXeAu+uxlTtVIEqUAUupcDcgdcH7XnAC2DBKmgVrQWw9iA5x/YitwFbZdwX4R0D79/52N0hn+tD+uDts5fql2PMnLGyb98OVU/asaq+VdfkX3f9vHup61T3Bd73vsUY1mQ+1UHQdleBKlAFrlKBfIDPNcKrfQFeYCq6mwhvINd5HmIzXSHTF5b37on6muvrnnJj4BXVDfA6VrcP+m7V4NTHQJapMyWk6/Be5V/81l0FqkAVOFEF5g68mdLwz/7V94ZILEgVpRWdBcLOM//WOQi2OR5vuS4vOAa8mfJgSgSbAV5gbWpEUxWoAvcrYP5zV2m4X5OeVYEqUAWqwAEUOEXgFan91//uhwPs2gdcTVlwDmblGW+uuQduLVf2X//b3fvuA+cx8GZZMqsJeIq/WzU45THg98CqG1awsMpFHmTM358D/Km78irM4e+UhivvhjpQBarAqSqQD5y5TmnwVbJILVDNlAbRWhFYb0cDponwAlyRYHlNTRhv4/KJ8JrO8Bd/+dvFX/3174apDQHef/NvX19c+7t/NCxhZRmrbtWgY+CDMWA94gLvqX7itN1VoApUgStSYO7AmykNf/CHfzbALKgFvOAU9GaKg6it66YmuLZqA8YgN3N4MwUiKzsoGzB+7Y/fGD7ULV/VrRp0DPxkWPrNsnPWci7wXtEf/FZbBapAFThVBeYOvInwBnhFcE1NsLdde+hPz6Y0mKYAdIFtYNbeeUDY1AZRXXlFgGNH9DjH9merNJzqwGq7q8AKBUzr6BzeFcL0UhWoAlWgCuxXgbkD73KEF/hmC/BmWgNo/Ye//50BXEHxeJM39wK8YDm2xkAtrwiylKfz6XyRTf51+S5ra52dXVyPn9mfZ/Oi+dhZzrt8vq6ui+RLnuxX1bfO/kXyxm72D7K1bE+ZB5Ub31t3fJn6VuUd2132b1X+XFNuuWzu2efFIV2loevw7vcTrdarQBWoAmsU8GEkzX0Ob2AVjNoCqKK0orqmJYjk5uG0Mew6fuw//p+zlRlMaXA+thl7sR3gXcxoHd41Q6iXq8C5CoBhqS+eKPCeO1iaoQpUgSqwDwXmDryJ8ILT5Wjsv/iX/3OY0iDCm3m9QBX4Lm+mNuSeCO9/+s/fPZvSMLab4wLvPkZrbU5VgQJvXzwx1bFbv6tAFZiJAnMHXh+0YHUZeBORNS0B8NrksYnomqM73lxzT/51UxoCu/IFeKPvTIbLZJrhq/Of//znk/F37o4WeAu8cx/jbV8VqAJHrkCAbK5TGu6L8H7qTxZ/MNpEeP/e3395AFsRXYBrSgKoXd5ArOXG5PFAmikNyo7tOWbzkMCb/ttmmG1rY1x+fDz2ad31cZ7LHI/tjY/Z+M1vfrO4fv36AvReJC2Xv0iZ5rmcAgXeAu/lRkxzV4EqUAV2rEA+7OcMvGAWhC7D6XD+h3823BPhFQlOtFcZc3udO851eUDvWnuf+pP7gHebObzvvPPOwpupfvnL9x6A+/Wvfz28wMJ12/e+972FZZ5ee+21YcknQ0N//vCHP1w8//zzw/WUtWfrB3fvDiD4s5/9bDhn4xvf+MZgi03JklEvvfTS4pvf/OZ915X//ve/P5QHk2+99dZwX13u5fWxb7/99jBXc9ku/9Xnfny1f+ONN4aXEpjfqU4vKPCQkzHJrjLuOf/Vr361uHPnztBu9377298Otuzlu3379sJLDrzcwH1tYU/bQNePf/zjxb179wb7/GCL/8q+++67gy1afetb3xp8oaVy2uaYr+5F16FAf5yrQIG3wHvuIGmGKlAFqsA+FZg78AJOwPqP/vF70dh/8k//eLFqE9EVnQW2Iri2zNv1QFtA17QFkd2xDeDsPEC9qwgvKH3ooYcG+DQGwJYXGLhueaePf/zji8cee2y4dvPmzQHYXn/99cXDDz88bJZ/+vznPz/AGQjMyw/A4LPPPjucf+xjH1t85jOfGY4Boujoo48+uvjIRz4ylGVDWeNEXjZcs2fHxkfnQBJY3rp1azgXZXUdUEp8dg66pUDQ5z73ueE6P9iTB5hau9axzRuqlH/yySeH889+9rPDHiBLgFg+bR/b0E7nNOPbE088saAV+0899dRQxrqw2gRkQbX7bMX/6ELL+PPmm28O9fbHxRRIX/ehtT60drER01xVoApUgR0rMHfg9UEb4B1D6vIxWP29T7y2uHbtf6zfHvrTIU8Ad9lGzsfAu02EF6SBsZdffnno9T+/d28AUSD4la98ZfGJT3ziDH6fe+65ARCBG6gDbqAMoL344otDVNbxV7/61aGM8uAQzP30pz8dYPZrX/vacO/xxx8fgJANb8X6whe+MEREASnoEzH98pe/PNgWYWYDkLL5yiuvDD4Cb1FRfgFHIC06++qrr55FowNBbIJ3UVa+8AvI8h9Muy+arC5tSLTXa2rZdk+bbSK66pQP1Dq+cePGYBfwagvQTZ4XXnhhKOOafx5ooP5Ehb/0pS8t6EFze3pob6LBO/51nK259HWBt8A720HehlWBKnDcCswdeLXvIsAbWBXlfdC2CnaBsvK5Nwbe6LvJKAC8oDbAmwgvKEzEFqQBQXAI0kRhRWhdS6T1i1/84gByIBB0SmARpEqmD8gDWIGJiKxj18AfSAR4fAHMkmkU7KkXGINS0VfgyAf2RVeVlQ8AL6doAyLBKiDlCxvqBqPKiuxK4JM/Sf4B8A+B/IAZTEl0c04vYPvII48MwGvag+ituuyVBbKSNohQu64O7eS/dvFB9JfW9k2XV6DA2ykNlx81LVEFqkAV2KECgQ4f+EApXz/nA2qHVV2JKe0AvKYhmNawjw3sju2qaxerNAR4RU0lEUvwJaIJXEVEE6kEZqKioBRkmmMLGM1pBcL6VVmwrM8BrYitFBAEeFY2kA/csW+6AUBcBl72RJNBp/ms8gHeQKlIrsiyucDyrloxIWMvUWRRYBv/bdrDF37IG5jOXGGRVjAL7kWCA7wgFvD+6Ec/GqBVHlpqp3ZpD6CWB7BL2mCqhXppSD9+awO4l8/vR8B9Lr8fQ+MP8CN6NcLbCO8BhlurqAJVoAp8WIFAx1yBV8QQ8FpVYd1mTd119x50Xbl//x/+9+L3fv+rZ+VzLcC7zZQGX8+LNoJTSdTUfNSArgeupEwjCNSCTgkU+xoeGAI48Aj8JBFM0wEkkVWw6ut8eeUDnlJg1LGIMCiWgDTfREXVA7hFlNkAwuBcEhF1XR0eEhOtzUNrgSCwLNqqvepVvykT8SURXvDpHpCVnn766aF9yvAz7aaHfHzw4BzbHjjz0JzrwFnU3DEAM/ZdA8M0Brx5KA1M+6cCsBd4B9k3+pG+LvAWeDcaQC1UBapAFdhWgbkDL+D8zf/9f4u/+uvf7XxjV4QThC7X4XzblMgrMMuDXSKZIpiJfgJa9YM1QAfw5AdngNSxqC7wzDG/AJ5zCYyyA6zZdh3A5qEt5yDbHmRKqQdIgkM+iI6CVhHU2LBXlwRcY8t5ICjTBkRibfKIqIJpx6ZvSGDdfNw8UOceyJcy/YFOfHEPMNOEZqK5yrrOPzCch9NSpzYC25xHc1qDYvX6x0GK78NJf5yrQPQq8BZ4zx0szVAFqkAV2IcCswfe95fq2od2bAKkREpTRzTN+TZ70VAgBvoAn81X+iLXlggTgXQf2Emug0WQBs4yZ1cUFMzmYSv5E+3lL2hNVBMM+hofzAJY4Oie/KkHADoHy2BGvpSXB9zyTTRWHik+AHkpEAQsQSh/TRnItAvl+Jz88RM0AW5TO2Jbu+gAgPmvnPokfipjTq9jftJJG5RRp+tJ7svPf7YyhUIeZZour0D6usBb4L386GmJKlAFqsAOFAic+SCf4xzeM4n+Fvm+v7mY4799b+3a8fmFjxeLAc4CvIOWsXtW8X4PAhLLtaRfl68f8nzs2yp/cs0SY6KtAduL+Jiy8q47voidB+UZ231Qvt47X4GMhQJvgff80dIcVaAKVIE9KJAP9dkD7x60Y1I08j7g3VM9czSbsWeOrPnIiT5Pva1p19TbsUv/C7xdpWGX46m2qkAVqAKXViAfzgXeS0s3FCjwbqbbuJRpCZk2ML7e4/koUOAt8M5nNLclVaAKTFKBAu923bZv4NU/NsBgS3/xehfXAyKxF/v24+N19ceH5I2PINZc2NjP9fPUTr3Zr6t32+tjf1JXfBufp55V+cfXcpx2m57BTtN7CtBH6pSGTmno70QVqAJV4EoUyIdyI7ybyb9v4F3nVfpt+f5lry+Xdx44cbzK3qpry3assGCViDzItnx/+ZzNcb3L93O+ru7LXo+9B+1X2Vzl4zifB9uyQgTb8tvGeR5U51zvRbcCb4F3rmO87aoCVeDIFcgHcYF3s47aJ/BaSSCrClj+zIoBWZWAt/oMWNqytq3+tDqBlRqskAA408dWbHBNfnlASFZukCd1sc2e89Sj/thzjR9WqLBlJYXY46cVF7zYwuoNaceqh9KUCQyx69gqD3zlO9vqZSftULcVGqy64HqSaRGuW10ivrunrdosP9vs6Df6Sepyrrx5xNoUX9WvtFb7lwAAHWtJREFUnDZljjHb7LhnLzlmI2sHW+Uiq0QMGd5vW9qQa6eyTx8XeAu8pzLm284qUAWOTIF8ABd4N+uYfQIv4LOCQda1FTn08gVJvda9dc3mpQvATX96OYTX+7pu5Q15Aaw84/wgzQN3luYCZ9ap9eIFyfJe6pUna/Yqa71eQKguL3vIurdAD+TKY91btryoAhCq39q48kjgh58Ze64Zf+57gM1av+pUF2hmUz3gFoh6aUbaYQ1fQCxZus1LJtzTftfVIX/WJLYahHqUs3QbXbzkQjkgDWzd89Y15b2EIm3Kmr/xjU1LmrGnrdbppTef2aS3Mv75GM9RDvwNTp/Ij7S5wFvgPZEh32ZWgSpwbAoEOgq8m/XMPoFXJBFsgUVQ6nW4wAz0eWUvyBK59NYwsOXlEvxRxkskRCYBmPt5+xhAA4aAFHyAM0AIYJXzAgsQ6O1ooC2wK4+ysa0edTq3Xi2b4BAkA0kveuAr4AWq4DxgGvihODtWaMhLINjwtjawy7Zjb3VjD8hrL0j36mLtA7b8ZFNbvTEOpPMDPANXZR1bt1j72LGXF6w6VpfosBdY8Juv6qGTNYWjA9gPcCtPNz6Df+3mA5/4DdzZBcZ8pHciwpuNtumWSp8XeAu80x3F9bwKVIFJK1Dg3a779gm8bHtNL3iSgByAAr9gGFD56hyAgU8vYwgkAz5QCMJAGkBWFgi7DoBFkEE02FSX+4AN9IFAAM0O+MxX/MDVNeDCNz4YQwFqPkoAEwiqA+wAvUwJcF9EGciqByAm4gqOA8hgk18SYAxA00O7RE9Fk0WlTZsQBRYR57c8fBFdpQ2/+agcn0A6+/xUhm12gC1flKMHW1K0N7WD3gA30WtAK7ot5W1y9BExBs7yg2d18MM/B1J+94aTmf8o8HaVhpkP8TavClSBY1cgH7qN8G7WU/sGXtFJUUgJCIIwwCpaCSidiwADPxAnAUHl3ANm5rQCzEQmXQdeopMADYwBSqAH+LxaF/gCa7CrnAQqRX4BLxBkJ6CnvPNEMPkM8Pg8TgEf0VT344vIbZKxqA4gDtYlYCqvcnx3DLjtTR2QaKItrol+80199EheUBwQlk/7tFVdABiAay//6WuKg6QdzgGvttokED3Ol384RMPHyTn76lSflN+9cb65HqffG+FthHeuY7ztqgJV4MgVyIdugXezjto38AJZsCeBLcAkMiqyKjIpWgnKAK7oJZgzhQHMgkj5wRzgAoCuB1ZFhJWXRxRUZFce56BShFJZIJzoLGgTCVWnfOqSQKXzAKo8QDARXtcTJZbfsbLgGrCrD2jmwTLA617KOddGoCki7Dq45o9rxrGoLr/YBq6J9oJSwJ8otikNwBl48pmW/lngryke7tGOJrSWoj0b2pY6Aa4+EmmXoh+w4wetRdWBNfv88k+GlN+94WTmPwq8jfDOfIi3eVWgChy7AvnQLfBu1lP7BN5ECwEhGARwAA/UBihBXh5GA6emLoicitS6B7LAmfKu2zsHj6AsD6v5Wl5bRElB4DhaDPzYBobugbuAMkiWTAHgp4gy30CpOkCpdiRiLG/gxx5Ui6aKvLKtPMAHiM7Va66sY6CqTXyVB0jyDZADentACaTVp5x/AkAsPbQJnLJhvItWswtA7969O/jMHr/4zQeRYnWxzSZ/6U2LtENU2cae/hFN5qs89GeTL0Ba+fzObTbiplkqWjXC2wjvNEdwva4CVWDyCuTDt8C7WVfuG3jBXeaYAsrM/wSmAMx9MCVCCtCAJ/ACnGDNddFQgOo+GANnABCE2ERngaUEpkEn+5IoJcALwJrza6yIFLOX6RYiwFaQANU24MkmwKPRKuAdKnj/Bz+AMUjkm/JA1aYd6gXnHqjTJu0GyeBae0ArXwAsndSX6QjK8h980ko9Ei3ZMF1Bm9Sr/iQasKU9fIj26hQ1TjL1QzSar7SjFy1EpcE1v089FXgb4T3134G2vwpUgStWoMC7XQfsE3jBJ1ATfVyV0ner7plvm2kI4/sANvAxvn7eMXAdlxsfL/uh7m0SqAXT4BRYr0rLdeacn6va7fpF/Yot9WqnsuvSOO946bF1+U/1esZLI7yN8J7q70DbXQWqwBUrkA/sRng364h9Aq/Io6/IzWuV0lebebrbUnzZtT+xN462Bnhzb7etqLVDKVDgbYT3UGOt9VSBKlAFVioQkCjwrpTn3Iv7BF6RSl+rH9NX4hkvY2HG18bH4zyXORaJFd22HUPU9KJtWpdv3fXLaDL1vAXeAu/Ux3D9rwJVYOIK5MO4wLtZR+4TeDfz6DClwPiqqQMPqj1j7UF5NrkXmNqk7K7KjNtmCoTfp7E+4/u7qnNKdtJHndLQKQ1TGrf1tQpUgRkpkA/iAu9mnbpv4AUKNv2UfTx1bby5Pj7P8XnXY3dd/txnx8NvVkHwQJrNygcisfKYH+xBsYCeazbJWsAejout7Md1jv1MWfdzPbaGC++31QNjIEo6z2bqis3YOW8vv3nUeQhuXXkPDFoFw8NveaGHh9Y8NJg09sFx2uRBOlqK5muT5czcswqGl1ckX+xMbR//C7wF3qmN3fpbBarATBTIh3eBd7MO3TfwrvIqfbbq3qprgY1V91ZdW5ffdSskWG7MslvgzpJbHqwzfiy7ZVUD4LucTM2wvNc62/Jv0i6rKlgN4bLponWZQwxErcJgPnWgd7k+S7VZusxSacDeGsdWcvDwnRUnjJMHJcuqWWECHANmKz6YzmE1Clo/SLcH2T2We/G/wFvgPZYxWT+qQBU4MQXywV/g3azj9w281oMVJQRBgFE0VRJFtUyW68AzD7aBTbBlabJxfnaAmPzs5WEwX7/LbyktdmJfuxKtBHzs2kAZG0mWAgODXrjguvuW7VJePXfu3Ble3iBq6SUOIpjg0DGQk5eNjEPrCINGdcojaqpe5QFkosepXwTUag5S9NB2xyBLO7Wb3axHnLe6pc7Ykn/5Gn/5o12WdOOHNM4H9N3TLsfqUYb/NATk9OW7jVZZfi32sqSaCLoyINlcZsucifaO64u/U9oXeDuHd0rjtb5WgSowQwXyQVrg3axz9wm8YEtENZBpHVlflUsBJBFEEVdr9SY6KL9oo738IDbQBqREZe0lkMYuyJIfnFkWDLxayxaoue4+OAZ2orjOf3D37gCwrqsbeMqrLsDp2MYWqE6kM76py33r3PpKHxw7Z59PjkExWI8fNBknwAislZffurrqcWwaRd425zz1up9pBsZ/fgdiF5wF0FzzljV1iE6OyyW/9oFcuoF/x2BXnf7pAOWJfCeSm8ivvtM/eZOblTnox1e6+ocA9E89Rc9GeBvhnfpYrv9VoApMVIF82Bd4N+vAfQMv4MvX6OApb1oDwjbRT7AHoERFQRbgAhigUx7nIBdsSUDVG8ecuw/SQCWYc830A9cALOgCjmyJOIIvdaknEAlmjaPAnLGkDveBIl+8iEFdfAWlorBsA3dTIoCrtoHHRHSVB3/OwSQYDDilt/jEb7bzogu+gFrX2AfPtFGfPS20UYq9+KKtSXwVjZVHPfbLEWZ1aY95zYFW/oBY/tMhbU8dIs5S/mlRR/KPgRfca7u6p56ic4G3wDv1sVz/q0AVmKgCBd7tOm6fwAt0gJRon6+2gRrYFJU1xzOv9dUC8z19bS9i+Oqrrw6N0regKSAsYgsEgSUYc91X8I4BrnuBYqDqunqBo3xJbJoqAFLdl8+bzhLVDbACTV/RS3wN8Krf1/QSONQWrwAGvoFB10VFA7xD5qUfGbsgkQ/jt5+ZMqBNosYiyJk6wE95c84GQAfgrtOY3uoFsomoB9iWXBhAX5/wHyyzQUPlHduzF12Brci2a9onzzrg5ddcUvQr8BZ45zKm244qUAUmpkCgoRHezTpun8ArwggCgSioA4kgzooBgAmUSmACNIFKUw7AlwRKXQd/ASs2PfUPPPjOLggDgoCYfVHJRCljE6yK5MoTWFSHiC/bpjgAbcAIiOUBmiKzUqKc6ge8oF1y7rW9bCsroi3xTXnRaQC9KmXsik7zK+2WV3Tapl3sx+dAec7lFWn1cJhrpkDQW5uALB2k1DWcLP1QrzJ0NPUCwNNLH+k/2ogMa4fr/ikx5/oiEd6lqiZ7WuDtHN7JDt46XgWqwDwUyAd5gXez/twn8Gb+KTgFSyKD4C0PoIGyPJQlmirCCBLlA7KmBwAxkVz3zQcFHuASiLEvb6KYYBAwmzqRh6WoAvycBxadq9fYybxbPmZKg7rBnDr4KoncKgdwr1+/fhaNpR8ABOauq8cUDqAdkE7EGFguTylIr7HPd/ZFldnkrzaCWf5I8THn2mCqgTL5XVCf9gH3iyQ++UeBliLhIF9ZG+2BN5t00UYgrC4ReW30j4w2O5YH5NOhEd6LqD+dPL6x8ft7bTou19MqUAWqwHwUyId8gXezPt0n8OoTkAjkACtQAkVASTQRZJmLC+5EEcFsvsJXBvw6B2SiwSKo8gNRUV99D1TZBIX2IqwAMF/Jy8tOIrLAki/spA5Ax1daiLTKD+JAWyK8phsAaxFT7QC4UiK+4BT0AXQRYA/h8Yff4BOsg4VlCM34VRZM8slmOgLYdp1OiegGxJfn8G7W+x+UUpf2maagbu3QBsfalghn/vngI63k0cfaKTIMeP3DAZ6X2/pBbdM7SvuNN2NNO6X03/RadHmPC7yX16wlqkAVqAI7UyAfOAXezSTdJ/DySL+YYmDqAAACuiBREpUEbqKKIFUCFnxyXb6ABugFf4CDrURKfQiLgrruvkikpC6QaEoAe7ET+yKl7qlD3caRDcjwh33HGV/sAVfJPvWwpx3mIINifrCp7sB9/FEufgyGRj/Uww64VJZuUuxrp8RXdnI+XNzRD23iuykn9KcbEB77rJ105iM/aKRPlZWXX7Tif7TbkXtXaiYaFHgb4b3SgdjKq0AVOF0F8qFa4N1sDOwbeNd5lX5bd3+b6/u0vc4vQCSKKzpsnqvIqIhtHpa7Cp/W+drrl1egwNs5vJcfNS1RBapAFdihAgGJAu9mou4bePXPqo234+tj71dddw102ByP06r8F7W/zlbKp57UMb4eX+KXCKf1a809znJs7qXMcl2xnX3qyH58Pcf259kZ573sceoe75dtjO/leN9+Lftw6PP0YyO8jfAeeuy1vipQBarAoIAPXKnAu9mA2DfwbubV/aXSx/dfPc4zYGQsZorGcXpZry6rQIG3Ed7LjpnmrwJVoArsVIHAUIF3M1kPAbxgIVv6yz7Xsk8Llu+5bl6oB7ZMEZB/OU/syju+N76ecqlnOe/4fnyyH6fxdXOAzWOlId+MwaTkG9efe91PT4GMg0Z4G+Gd3uitx1WgCsxCgQBFgXez7tw38KZ/xt6tupb76+55oMubyCz3tS4PG6vuubbueuod75fzBnbGeRybo+vhNxDEN1quSsv2VuXpteNWIGOgwFvgPe6RWu+qQBWYrQKBiQLvZl28b+DlleintXOtQJCv+j3p7wUS7lnqysoAVgCQPPEPLLwIwnWrMlgNwLkVH0R72RLttbatJcJcS9Im9ZlPm+vGiXV+rSgAXjJu3LfigBcpqNM4cp/N+MWu/K7Lp05+Wy5MGW0B4sryPWXZzWoKqS8+dj8tBQq8ndIwrRFbb6tAFZidAgGJAu9mXbtP4AUJgNDKBda9tX6pNVol0Jj1Zi3fZY1aMKmMFxdYK1c5UGk9XNMHrL1rHd0/v3dvWC/WerhZfzdvbXNP5FV9Nm8O8zCZxI4HykBuxg1YVYcy1qAF11nzN37llb8g17q+6rQGrfug1n0RXgDOd/bc0wbtDywNTvTHJBVIH+rPrsM7yS6s01WgClSBaSsQcCnwbtaP+wRe0xC8VMJLCMx1BblA0FqvL7/88nAMYEFEXssrnzzAFOSCUOeg0nJfXlABMoEn4AW44FMdosdeIgFevSBCFDhljRMvoxD1lS8AI8oMvMGxl02Izjq3ygL/2bPEmGMvZvByBeDrmG1RYxDPh9R369atIeoLgt0bR5k366WWumoFMl4KvJ3ScNVjsfVXgSpwogoUeLfr+H0CLxgEhd7aBVTBo3MgC3RFXAODjkGk6Kpj0V5JPmVMZwCQQBRwip6aniABYFDquuibY3ArIgxeAajpEsZKwCV7wMx+orjsOxcZ5jPfQbfr4J0fkmgu6FZnfOaHN4+JVivP90yhGAr1x2QVyHgp8BZ4JzuI63gVqALTVqDAu13/7RN4waDIqa/4RWOBKHg0jUC01ytpzXmVArx5aYM8EsBYB7yiwZJ5vmx7gEx9Irzqszl+8cUXz+YHDwXef4OZYxFe9tmQRJadx1+RW6ANal0XxZXMKQa2AV6gazoEO9qlXlBuHnDmLWesDgb6Y1IKFHg7h3dSA7bOVoEqMD8FAhGd0rBZ3+4TeEErSDR9QTKVQdRVVNdDZcvAKwIskgpaRVLBsEgpG8sRXvN7A7weZAO8IsogE5xK6jGnNtFi0VagCl4CMAFe4CqZgqC+zPt1n0/RSeRYunPnzpDPK3gT4X3ppZeG8m+//fYwBQLEA19lpdQ5nPTHpBRI3zXC2wjvpAZuna0CVWA+ChR4t+vLgBwr0XI7ix+UBpygFkCKkpqnK8LrOrAEqY4l10V3+SO66txeGVMHAC9bgNOUCDbNq5VMJTCVwTmQdo8tNhy7L4FPAA2kAzCZdpHILUiXLzbs+W61hcxB5seNGzfObANiZRJhNs/XNAr1qy/wvGt9h0b1x0EUyHgp8BZ4DzLgWkkVqAJVYFmBQEQjvMvKXOx8n8DLAxFVUV3QCP7u3bs3OAYwX3vttbNlu8AkmPD1v73IrDm0HkYTzRWBBZTg1QNpIDOwLHIMoI0FcCniqj5zguXPGFFGtFkduca/RHCjmDKAFTS7x/64LSLR6njmmWeGeyLIpk0Yg/zUTvWPy6a+1NH9tBQo8HZKw7RGbL2tAlVgdgoEJAq8m3XtPoE3fbPsWeAh18f5wKXILrgFtoDXg2OJ5qZM9uOyuba8l2dVvoteY2/Z5+U6HnS+qp4H5e+941Mg/d8IbyO8xzc661EVqAInoUBgosC7WXfvE3h5pH/AQvYBB/scy5dje9MWTAuwKgLYNY92XD7HafH4PMfZx27qGJ8v+xd78thiw36cN/fHedYdp2xsdz9NBfSvVOAt8E5zBNfrKlAFJq9AgKLAu1lX7ht4N/NqMczltWSYB8CaqsBVKzAGXnPKTYWR8vfnqv07RP3msVuZ5NohKmsdVaAKVIEqcL8C+cAp8N6vy0XPAK9oqhQtL1r2UPmO1a9Dtb/1XL0CAV4vJvEgY4H36vukHlSBKlAFTkqBwFCBd7Nut7SXh7OkaLmZpd2WAhi2Y/Jpty2stSkpEOC1DJ2HEv29kU5pfDbCO6URW1+rQBWYnQL5wCnwbta1HgyzXqwULTez1FJVYL4KBHitLuIlI3mI8pR+Zwq88x3fbVkVqAITUCAfOAXezTrLqgjm5WWJr82stFQVmLcCAV5TGvy+FHjn3d9tXRWoAlXg6BQo8G7XJaY0eEFC3jQWPbez2tJVYD4K5Hfi3XffPVsb+hRfJtII73zGdFtSBarABBXIh1EjvJt1nsiuN5550YOUSNZm1s4vlf6Sc3x8fsnmqAJXo0DGqek/1oj2QhRv65Ny72o8O2ytBd7D6t3aqkAVqAL3KZAPnALvfbJc+ATgemuYD3Jp38B7YceasQociQL5nbAe9Ec/+tGzb0OOxL2DuVHgPZjUragKVIEq8GEFCrwf1uSyV0SuHn744cWbb745FI2ml7WzKv/f/O5vhlf5uucDM5Exx17xG5hYVbbXqsBVK5Dfhfxj6AHPzN89tbFb4L3q0dj6q0AVOGkF8oHUCO/mwwB4WprsySefHIz4YNtFArfPPvvssLEnQqYe9d29e3dx8+bN4QUTu6irNqrAPhTI3xfrVXvhxO3bt4d/3NSVe/uo9xhtFniPsVfqUxWoAiejQD50CrzbdflPfvKTYUH9H9y9OxgSmd02Ad6nnnpq2Nhi23xh84Y9JCda9tZbb21bTctXgb0okL8tjN+6dWsYux7ylE4tuqvNBd6h6/ujClSBKnA1CuRDqcC7nf4+wH2oP/LII2dLlG0b6dU34FbfSCK7AQbHXht8iuCwXU+19KEUyN+WvF3t9ddfH6rO9UP5cSz1FHiPpSfqRxWoAiepQD58Crybd/9Yw8cff3xhG8+13dzyByVTxwdXelQFjlMBYzX/iPkm4pOf/OTi61//+iLfepzqWC7wHud4rVdVoAqciAL58Cnwbtfh0dGLKEw7eOKJJxZZa9SHfwDgsrWwG9vrji9rs/mrwD4UMD7H41xE1xrVzzzzzNmDlxnL+6j/2G0WeI+9h+pfFagCs1YgH0AF3u27OVqazwt6LVXm69xAgPvJs31ttVAFjkeB8bg27ea5554bIrtg99Qju+mlAm+U6L4KVIEqcAUK5IOqwLu9+NGSJZFeUV5f53rw7Dvf+c72FdRCFThiBYDuCy+8MEzpsUyf9anH/+wdsesHca3AexCZW0kVqAJVYLUCgbQC72p9trlqHq9lmB599NFhs4yYt0x9+9vfHlZXsB6paQ9AoVs1mNoY+MUvfrF44403Fq+88sri6aefHkDXQ5vmsLuevy3Zb/O7NIeyBd459GLbUAWqwGQVyIdRgXd/XQhqn3/++WGKA/g13eGxxx4bwCAPuXX/3sN+1WFaOhjHxrNx7R+67373u2fr7O7vN2qalgu80+y3el0FqsBMFCjwHrYjvZXtzp07w8skLGOWdXa7f2+94eowHR3MzzVtwXSdrEpy2N+madVW4J1Wf9XbKlAFZqZAgfdwHRqtD1dja6oCh1Og4/vBWhd4H6xP71aBKlAF9qpAPqQ6pWGvMt9nnObZPNTTrRpMcQxkDOdvyH2DvCcfUqDA+yFJeqEKVIEqcDgF8mFV4D2c5q2pClSB01OgwHt6fd4WV4EqcEQKFHiPqDPqShWoArNVoMA7265tw6pAFZiCAgXeKfRSfawCVWDqChR4p96D9b8KVIFJK1DgnXT31fkqUAUmokCBdyIdVTerQBWYpwIF3nn2a1tVBarAcSlQ4D2u/qg3VaAKnJgCBd4T6/A2twpUgStRoMB7JbK30ipQBarAewoUeDsSqkAVqAL7V6DAu3+NW0MVqAJVYK0CBd610vRGFagCVWBnChR4dyZlDVWBKlAFLq9AgffymrVEFagCVeCyChR4L6tY81eBKlAFdqhAgXeHYtZUFagCVWCNAgXeNcL0chWoAlXgEAoUeA+hcuuoAlXg1BUo8J76CGj7q0AVuFIFCrxXKn8rrwJV4EQUKPCeSEe3mVWgChynAgXe4+yXelUFqsC8FCjwzqs/25oqUAUmpkCBd2IdVnerQBWYpAIF3kl2W52uAlVgLgoUeOfSk21HFagCx6xAgfeYe6e+VYEqMHsFCryz7+I2sApUgSNQoMB7BJ1QF6pAFThdBQq8p9v3bXkVqAKHU6DAezitW1MVqAJV4EMKFHg/JEkvVIEqUAV2rkCBd+eS1mAVqAJV4OIKFHgvrlVzVoEqUAU2VaDAu6lyLVcFqkAV2IECBd4diFgTVaAKVIFzFCjwniNQb1eBKlAF9qlAgXef6tZ2FagCVeA9BQq8HQlVoApUgStUoMB7heK36ipQBU5GgQLvyXR1G1oFqsAxKlDgPcZeqU9VoArMTYEC79x6tO2pAlVgUgoUeCfVXXW2ClSBiSpQ4J1ox9XtKlAF5qFAgXce/dhWVIEqcNwKFHiPu3/qXRWoAjNXoMA78w5u86pAFTgKBQq8R9ENdaIKVIFTVaDAe6o933ZXgSpwSAUKvIdUu3VVgSpQBZYUKPAuCdLTKlAFqsAeFCjw7kHUmqwCVaAKXFSBAu9FlWq+KlAFqsDmChR4N9euJatAFagCWyswBt4bN24sbt++Pdh85513Fv5Ad6sGHQMdAx0D248Bf1M//elPL65t/Ve7BqpAFagCVeDSCoyB9+bNm4tr164trl+/Pvxh9se5WzXoGOgY6BjYzRh46KGHFv8f0W0sdo7/nHsAAAAASUVORK5CYII=\" alt=\"image.png\" rel=\"5\" /></p>\n<h4><a id=\"Spring_Boot_113\"></a><strong>Spring Boot</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ij\" target=\"_blank\">Amazon DynamoDB single-table design using DynamoDBMapper and Spring Boot</a></ins> Arjan Schaaf with a great post for Java/Spring Boot fans, taking a look at how to us a single-table design approach in conjunction with Spring Data (used by Spring Boot based application for data access) when using a nonrelational database, in this case DynamoDB. Check out the code in the GitHub repo and suggestions of how you can tailor this solution for your own needs.</p>\n<h4><a id=\"Open_Source_on_Amazon_Web_Services_117\"></a><strong>Open Source on Amazon Web Services</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ih\" target=\"_blank\">Choosing a CI/CD approach: Open Source on Amazon Web Services, an Iponweb story</a></ins> Mikhail Vasilyev and Brian Carlson take a look at how one customer, Iponweb, approached choosing a continuous integration, continuous deployment (CI/CD) environment using open source tools running on Amazon Web Services.</p>\n<p>I loved the quote from Michael Benuhis, CTO at Iponweb.</p>\n<p>“Iponweb was able to get the best of open-source software and public cloud services by building the continuous integration platform on Amazon Web Services. Open-source tools provided Iponweb platform agnosticism for serving our diverse customer base, while managed Amazon EKS on EC2 Spot Instances eliminated the operational burden of managing our own Kubernetes infrastructure, and with greater cost efficiency.”</p>\n<h4><a id=\"Quick_updates_124\"></a><strong>Quick updates</strong></h4>\n<h4><a id=\"Apache_Ranger_125\"></a><strong>Apache Ranger</strong></h4>\n<p>Amazon EMR integration with Apache Ranger is now available on EMR 6.3, allowing you to define, enforce, and audit fine-grained data access control. With this feature, you can define and enforce 1/ database, table, and column level authorisation policies for Apache Spark and Apache Hive users to access data through Hive Metastore, and 2/ prefix and object level authorisation policies when accessing data in Amazon S3 via the Amazon EMR File System (EMRFS), leveraging Amazon CloudWatch to capture auditing logs.</p>\n<p>Apache Ranger is an open-source tool to enable, monitor, and manage comprehensive data security across the Hadoop platform. Previously, you can use Apache Ranger to enforce fine-grained authorisation on data in HDFS with Apache Hive using this blog post. Now this native integration enables additional capabilities. You can define three types of authorisation policies on Apache Ranger Policy Admin server. You can set table, column, and row level authorisation for Apache Hive, table and column level authorisation for Apache Spark, and prefix and object level authorisation for Amazon S3. Amazon EMR automatically installs and configures the corresponding Apache Ranger plugins on the cluster. These Ranger plugins sync up with the Policy Admin server for authorisation polices, enforce data access control, and send auditing events to Amazon CloudWatch Logs.</p>\n<p>Check out the full announcement here, <ins><a href=\"https://aws-oss.beachgeek.co.uk/hw\" target=\"_blank\">Amazon EMR 6.3 now supports Apache Ranger for fine-grained data access control</a></ins></p>\n<h4><a id=\"Kubernetes_133\"></a><strong>Kubernetes</strong></h4>\n<p>Amazon Elastic Kubernetes Service (EKS) managed node groups now supports Kubernetes node taints, simplifying node lifecycle management for clusters with varying application resource requirements.</p>\n<p>With managed node group support for Kubernetes node taints, you can easily section off groups of Amazon EC2 instances in your cluster as designated for only certain applications. You can apply a toleration to your pods that allows them to be scheduled onto nodes with matching taints. Taints and tolerations work together to ensure that pods are not scheduled onto inappropriate nodes.</p>\n<h3><a id=\"Workshop_139\"></a><strong>Workshop</strong></h3>\n<h4><a id=\"Apache_Airflow_140\"></a><strong>Apache Airflow</strong></h4>\n<p>Really good to see this new workshop, <ins><a href=\"https://aws-oss.beachgeek.co.uk/hx\" target=\"_blank\">Apache Airflow for Analytics.</a></ins></p>\n<p>In this workshop, you will learn how to build and orchestrate data and ML pipelines that include services such as Amazon S3, Amazon Redshift, Amazon EMR, Amazon Web Services Glue, and Amazon SageMaker. You will gain familiarity and a better understanding of the hooks and operators available as part of Airflow to manage your pipelines/workflows on Amazon Web Services.</p>\n<h4><a id=\"Laravel_146\"></a><strong>Laravel</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/i4\" target=\"_blank\">laravel-on-Amazon Web Services-ecs-workshops</a></ins> I somehow missed this when it surfaced a few months ago, but better late than never. If you are a PHP/Laravel developer, then this workshop from Ernest Chiang will guide you to deploying your Laravel applications onto Amazon Web Services, guiding you through a number of different steps that improve your architecture and enable you to move to support production workloads.</p>\n<h3><a id=\"Video_of_the_week_150\"></a><strong>Video of the week</strong></h3>\n<h4><a id=\"Amazon_Web_Services_Copilot_and_Wordpress_151\"></a><strong>Amazon Web Services Copilot and Wordpress</strong></h4>\n<p>In last weeks Containers from the Couch session, Austin Ely from the Copilot team walks you through what it takes to build a highly available, containerised Wordpress site. This video includes building a network file system using Amazon EFS, and a serverless relational MySQL database using Aurora Serverless. All that is done while diving into the latest features we’ve added to the Amazon Web Services Copilot CLI!</p>\n<p><video src=\"https://dev-media.amazoncloud.cn/47287422e42445d186ac391aa0cd0500_Deploying%20a%20production%20ready%20Wordpress%20site%20in%20minutes%20with%20the%20AWS%20Copilot%20CLI.mp4\" controls=\"controls\"></video></p>\n<h4><a id=\"DevSecOps_157\"></a><strong>DevSecOps</strong></h4>\n<p>Last week I enjoyed listening to <ins><a href=\"https://aws-oss.beachgeek.co.uk/i3\" target=\"_blank\">Security Superfriends | James Sorling, Security Architect, WirelessCar</a></ins> which talks about meeting developers where they were, in their toolchains, and in their workflows and getting them to scan their infrastructure as code (IaC) early in development. This often uses open source tools, and James (who I featured last week) is a contributor to CFN-nag and integration of that into tools like SonarQube.</p>\n<p><video src=\"https://dev-media.amazoncloud.cn/ff36ce3a4b6545efba12229fbaaf0538_Security%20Superfriends%20Episode%207%EF%BC%9A%20James%20S%C3%B6rling.mp4\" controls=\"controls\"></video></p>\n<h4><a id=\"Events_for_your_diary_163\"></a><strong>Events for your diary</strong></h4>\n<h4><a id=\"Open_Sourcing_Amazon_Web_Services_DeepRacer_164\"></a><strong>Open Sourcing Amazon Web Services DeepRacer</strong></h4>\n<h4><a id=\"May_18th_800PM_CET_165\"></a><strong>May 18th, 8:00PM CET</strong></h4>\n<p>Recently we expanded Amazon Web Services DeepRacer’s educational capabilities to coding robotics applications with the introduction of Amazon Web Services DeepRacer Open Source. Now, aspiring ROS developers can use their Amazon Web Services DeepRacer device to experiment with sample projects developed by our GitHub community, and contribute their own projects for a chance to be featured. During this tech talk we’ll provide an overview of DeepRacer Open Source, how to access sample projects in the DeepRacer GitHub community, and finally we’ll show you how to program your DeepRacer to scare off unwanted critters with the DeepRacer Robocat project.</p>\n<p>Find out more and register by clicking over <ins><a href=\"https://aws-oss.beachgeek.co.uk/in\" target=\"_blank\">here</a></ins>.</p>\n<h4><a id=\"How_to_Run_Your_First_HPC_Job_on_Amazon_Web_Services_171\"></a><strong>How to Run Your First HPC Job on Amazon Web Services</strong></h4>\n<h4><a id=\"May_25th_800PM_CET_172\"></a><strong>May 25th, 8:00PM CET</strong></h4>\n<p>In this online webinar you will learn how to set up your first HPC cluster on Amazon Web Services. We’ll cover everything from installing Amazon Web Services ParallelCluster (and open source cluster management tool to deploy and manage HPC clusters in the Amazon Web Services cloud), selecting the your Amazon EC2 instances, when to use Spot Instances to save up to 90% on compute, to launching your first MPI “hello world” job from the command line.</p>\n<p>Find out more and register by clicking over <ins><a href=\"https://aws-oss.beachgeek.co.uk/io\" target=\"_blank\">here</a></ins>.</p>\n<h4><a id=\"Mobile_and_FrontEnd_Live_178\"></a><strong>Mobile and Front-End Live</strong></h4>\n<h4><a id=\"May_25th_900__1500_PDT_179\"></a><strong>May 25th, 9:00 - 15:00 PDT</strong></h4>\n<p>This is a LIVE streamed event on Twitch focused on accelerating full-stack mobile and web development. Learn about Amazon Web Services Amplify, a set of purpose-built tools and services for front-end web and mobile developers that simplify app development. Deep dive into GraphQL and Amazon Web Services AppSync, a fully-managed GraphQL service that improves app performance and developer productivity.</p>\n<p>You can read more about what you can expect in the blog post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/f4\" target=\"_blank\">Mobile and Front-End Live, May 25</a></ins> and <ins><a href=\"https://aws-oss.beachgeek.co.uk/f3\" target=\"_blank\">register via this link</a></ins>.</p>\n<h4><a id=\"Cloud_Native_Day_185\"></a><strong>Cloud Native Day</strong></h4>\n<h4><a id=\"23rd_September_Bern_Switzerland_186\"></a><strong>23rd September, Bern Switzerland</strong></h4>\n<p>What is this, an in person event returning? A stellar line up including our own Michael Hausenblas, an event looking at CNCF projects and the future of IT. Find out more and to view prices/register, by clicking <ins><a href=\"https://cloudnativeday.ch/en/#speakers\" target=\"_blank\">here</a></ins>.</p>\n<h3><a id=\"Stay_in_touch_with_open_source_at_Amazon_Web_Services_190\"></a><strong>Stay in touch with open source at Amazon Web Services</strong></h3>\n<p>I hope this summary has been useful. Remember to check out the <ins><a href=\"https://aws.amazon.com/opensource/?opensource-all.sort-by=item.additionalFields.startDate&amp;opensource-all.sort-order=asc\" target=\"_blank\">Open Source homepage</a></ins> to keep up to date with all our activity in open source by following us on <ins><a href=\"https://twitter.com/AWSOpen\" target=\"_blank\">@Amazon Web ServicesOpen</a></ins>.</p>\n"}
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