Open source news and updates, #73

.NET
海外精选
开源
海外精选的内容汇集了全球优质的亚马逊云科技相关技术内容。同时,内容中提到的“AWS” 是 “Amazon Web Services” 的缩写,在此网站不作为商标展示。
0
0
{"value":"### **21st June, 2021 - Instalment #73**\nNewsletter #73.\n\nThis week's new projects include a project than can help you reduce your costs if you are running Amazon EKS workloads, an Amazon Web Services CDK pattern to help you easily create internal and external access points for your applications, a GraphQL solution and some sample Amazon Web Services projects. We have community and Amazon Web Services authored posts featuring Kubernetes, Apache Flink, Firecracker, OpenSearch, Apache Tinkerpop, Apache Kafka, as well as .NET, GraphQL and Amazon Corretto and many more. To add to that we have a new workshop if you want to get started with High Performance Computing, a great video walkthrough of the open source tool cfn_nag and all the videos from last weeks Open@Amazon, which leads me nicely to...\n\n#### **Open@Amazon**\n\nMost of my time last week was taken making sure that we were able to get the Open@Amazon show, supporting a number of fellow Amazon Web Services open source enthusiasts as we put on sixteen sessions which were very well received. If you missed it, you still can check out the ++[recorded video over on Twitch](https://aws-oss.beachgeek.co.uk/nv)++.\n\nIf you want to catch the individual sessions, see below where I have broken them out.\n\n#### **Tweet of last week**\n\nThis weeks \"++[Tweet of the week](https://aws-oss.beachgeek.co.uk/mz)++\" comes from Curtis Einsmann, who shares in a Twitter thread some of the details of how he was able to author over 550 PRs. Well worth a quick look. Nice job Curtis.\n\n\n### **Celebrating open source contributors**\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: Pete Wilcock, Jonathan Tuliani, Josh Haycraft, Jeremy Ber, Satish Sathiya, Jiayuan Chen, Lokesh Gupta, Debu Panda, Anna Kaur, Vishram Thatte, Xuejiao Zhang, Sheetal Joshi, Rajalakshmi Ramasubramanian, Andy Hopper, Curtis Einsmann, Viji Sarathy, Imaya Kumar Jagannathan, Rafael Pereyra, Mike George, Bruno Schaatsbergen, David Tippett, Vu Dao, Hidenori Koizumi, Chiaki Ishio, Christian Kniep, François Bouteruche, Pahud Hsieh, and Pedro Vallese\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#### **kubesurvival**\n++[kubesurvival](https://aws-oss.beachgeek.co.uk/nc)++ this project KubeSurvival, allows you to significantly reduce your Kubernetes costs by finding the cheapest machines that successfully run your workloads. The docs cover how to get started, provide some examples and how it works as well as how you can contribute to the project. If you have a multi-tenant environment, ML training jobs, a large number of ML model servers, etc, this tool can help you optimize your K8s compute costs.\n\n#### **finderio**\n\n++[finderio](https://aws-oss.beachgeek.co.uk/nb)++ Finderio is a GraphQL interface server from Pedro Vallese that connects to a DynamoDB database and fetches DynamoDB data based on GraphQL data. Very much a starting point as Pedro points out there are still some things needed, but take a look and see if you want to collaborate.\n\n![image.png](1)\n\n#### **cdk-fargate-patterns**\n\n++[cdk-fargate-patterns](https://aws-oss.beachgeek.co.uk/ne)++ - saw this Amazon Web Services CDK pattern last week from Pahud Hsieh last week and thought it was pretty nice, having needed to do this many times in the past, this is going to save folks a lot of effort. It allows you to create one or many Fargate services with both internet-facing ALB and internal ALB associated with all services.\n\n![image.png](2)\n\n#### **amazon-fraud-detector-end-to-end**\n\n++[amazon-fraud-detector-end-to-end](https://aws-oss.beachgeek.co.uk/nf)++ - if you wanted to get started with Amazon Fraud Detector (a fully managed service that makes it easy to identify potentially fraudulent online activities such as online payment fraud and the creation of fake accounts) then this repository has sample code, projects that will make it easy to get started with a number of use cases which you can use as a base for your own needs.\n\n![image.png](3)\n\n#### **I Love My Local Farmer**\n\n++[i-love-my-local-farmer](https://aws-oss.beachgeek.co.uk/na)++ François Bouteruche shared with me last week a series of posts together with all the code which has been open sourced around a fictional company inspired by customer interactions with Amazon Web Services Solutions Architects. I Love My Local Farmer is an online marketplace that lets people buy and sell locally grown fruit and vegetables. You can follow the series of blogs, the first of which, ++[Launch announcement](https://aws-oss.beachgeek.co.uk/n9)++ provides much more background. This project (and post) definitely appeals to me, maybe because of my farming roots (both my parents were farmers from the north west of Spain)\n\n### **Community open source posts**\n#### **Firecracker**\n\nFirecracker is an open source virtual machine monitor (VMM) that uses the Linux Kernel-based Virtual Machine (KVM) to create and manage microVMs. In the post ++[Behind the scenes, Amazon Web Services Lambda](https://aws-oss.beachgeek.co.uk/n4)++ Bruno Schaatsbergen dives deep into the architecture behind Amazon Web Services Lambda and shares how Firecracker is key to how it all hangs together.\n\n![image.png](4)\n\n\n#### **Kubernetes**\n\nVu Dao is on a streak (I think this might be the fourth or more post he has written in as many weeks). Last week he put together ++[EKS Cluster Console Credentials](https://aws-oss.beachgeek.co.uk/n3)++ which will help you understand in more detail how IAM and Kubernetes RBAC works.\n\n#### **Open Distro, Elasticsearch and OpenSearch**\n\nThis post from David Tippett will answer the question you might be asking yourself if you thought what are these and how are they similar/different. In his post, ++[The Difference Between Elasticsearch, Open Distro, and OpenSearch](https://aws-oss.beachgeek.co.uk/n2)++ provides a concise and clear guide as to what the various capabilities and differences between Open Distro and Open Search.\n\n![image.png](5)\n\n\n#### **HuggingFace**\n\nHugging Face and Amazon are introducing new Hugging Face Deep Learning Containers (DLCs) to make it easier than ever to train Hugging Face Transformer models in Amazon SageMaker. To find out more, read the post ++[Run training on Amazon SageMaker](https://aws-oss.beachgeek.co.uk/n8)++ which you can follow and try this out for yourself as well as find a bunch of useful links to do even more with HuggingFace on Amazon Web Services.\n\n#### **Wordpress**\n\n++[Serverless Static Wordpress on Amazon Web Services for $0.01 a day](https://aws-oss.beachgeek.co.uk/nw)++ Amazon Web Services Community Builder Pete Wilcock with a post that Wordpress lovers will want to read. Ihave spoken with many people who have been dreaming of a \"serverless\" Wordpress deployment. Could this be it? Read on to find out more...\n\n### **Workshop**\n#### **Amazon Web Services ParallelCluster**\n\nIf you are looking to get started with High Performance Computing (HPC), then last week I found a new workshop after reading this blog post from Christian Kniep, ++[Getting started with containers in HPC at ISC’21](https://aws-oss.beachgeek.co.uk/n6)++ where he writes how Amazon Web Services is hosting the ‘High Performance Container Workshop’ at ISC High Performance 2021 conference (ISC’21) in a few weeks.\n\nYou can find the workshop here, ++[Container Runtimes/Engines on Amazon Web Services ParallelCluster](https://aws-oss.beachgeek.co.uk/n7)++\n\n### **Amazon Web Services and Amazon open source posts**\n#### **Cloud Custodian**\n\nCloud Custodian is an open source rules engine for managing public cloud accounts and resources. It allows users to define policies to enable a well managed cloud infrastructure. In the latest of a number of posts in this area, Xuejiao Zhang takes a look how you achieve compliance by default through a combination of Open Policy Agent policy checks integrated into your CI/CD pipeline, using Cloud Custodian to do real time scanning and auto remediation. Read her post, ++[Cloud governance and compliance on Amazon Web Services with policy as code](https://aws-oss.beachgeek.co.uk/mu)++\n\n![image.png](6)\n\n#### **Kubernetes**\n\n++[A multi-cluster shared services architecture with Amazon EKS using Cilium ClusterMesh](https://aws-oss.beachgeek.co.uk/my)++ Viji Sarathy takes a look at the details of implementing a Cilium ClusterMesh with two or more Amazon EKS clusters. What is a Cilium ClusterMesh? Cilium provides network connectivity between applications deployed using Linux container management platforms like Docker and Kubernetes that enables users to set up cross-cluster connectivity with standard Kubernetes semantics for transparent service discovery. ClusterMesh is Cilium’s multi-cluster implementation that is built on top of Cilium CNI. Liz Rice did a great session at Open@Amazon on this, so check this out if you want to dive deeper.\n\n![image.png](7)\n\n#### **Prometheus**\n\nA couple of posts last week on Prometheus. First up we have this post, ++[Automating the installation and configuration of Prometheus using Systems Manager documents](https://aws-oss.beachgeek.co.uk/n0)++ from Mike George showing you how you can use a number of Amazon Web Services services to automate and ensure that Prometheus is installed in exactly the same way every time.\n\nFollowing that we have Imaya Kumar Jagannathan and Rafael Pereyra who have written ++[Collect on-premises metrics using Amazon Managed Service for Prometheus](https://aws-oss.beachgeek.co.uk/n1)++ where they show you how you can set up a secure environment to collect Prometheus metrics from an on-premises VM and remote write metrics to Amazon Managed Service for Prometheus (AMP).\n\n![image.png](8)\n\n#### **Apache Kafka**\n\nAnusha Dharmalingam takes a look at how to set up a highly resilient deployment across Amazon Web Services Regions in the post, ++[Increase Apache Kafka’s resiliency with a multi-Region deployment and MirrorMaker 2](https://aws-oss.beachgeek.co.uk/mt)++. You can use this solution to build a data redundancy capability to meet regulatory compliance, business continuity, and DR requirements.\n\n\n![image.png](9)\n\n#### **Apache Flink**\n\nWe have a couple of posts this week on Apache Flink, an open source distributed stream processing engine. First up we have Josh Haycraft with the post, ++[Collecting Apache Flink metrics in the Amazon CloudWatch agent](https://aws-oss.beachgeek.co.uk/mq)++, where he shoes you how you can not only view Flink metrics through its web UI, but generate events so you can react with them. Josh covers how to use the CloudWatch agent to collect Flink metrics into Amazon CloudWatch, where you can monitor them, add them to a dashboard, and trigger alerts or event-driven processes. Detailed walkthrough provided so you can try this out for yourself.\n\n![image.png](10)\n\nFollowing that we have Jeremy Ber who writes, ++[Top 10 Flink SQL queries to try in Amazon Kinesis Data Analytics Studio](https://aws-oss.beachgeek.co.uk/mr)++ where he shows you how you can run Apache Flink SQL queries in Kinesis Data Analytics Studio, powered by the open source Apache Calcite project. This implements the SQL standard, allowing you to write simple SQL statements to create, transform, and insert data into streaming tables defined in Apache Flink.\n\n#### **GraphQL**\n\nAmazon Web Services AppSync is a fully managed service that makes it easy to develop GraphQL APIs. In the post, ++[Build a GraphQL API for Amazon DocumentDB (with MongoDB compatibility) using Amazon Web Services AppSync](https://aws-oss.beachgeek.co.uk/mv)++ Anna Kaur and Vishram Thatte show you how you can build a simple GraphQL API using Amazon Web Services AppSync to retrieve data from Amazon DocumentDB.\n\n![image.png](11)\n\n#### **Apache TinkerPop**\n\nHidenori Koizumi and Chiaki Ishio wrote ++[Build a graph application with Amazon Neptune and Amazon Web Services Amplify](https://aws-oss.beachgeek.co.uk/n5)++ showing you how you can use Amplify to develop an application that interacts with a graph database, writing functions in Amazon Web Services Lambda that uses Apache TinkerPop Gremlin.\n\n![image.png](12)\n\n#### **.NET**\n\nPorting Assistant is an open source tool from Amazon Web Services that helps developers accelerate the conversion of their code from the Windows-only .NET Framework runtime to the cross-platform .NET runtime. In the post, ++[Accelerate .NET application modernization with Porting Assistant for .NET Visual Studio IDE extension](https://aws-oss.beachgeek.co.uk/mx)++ Andy Hopper explains how to analyse and port .NET Framework applications to .NET Core or .NET 5 using Visual Studio Extension for Porting Assistant for .NET.\n\n![image.png](13)\n\n#### **Amazon Corretto**\n\n++[Announcing migration of the Java 8 runtime in Amazon Web Services Lambda to Amazon Corretto](https://aws-oss.beachgeek.co.uk/mp)++ Jonathan Tuliani writes about a change to the Java 8 managed runtimes within Amazon Web Services Lambda, that will be switching from the OpenJDK implementation to Amazon Corretto. The post covers what this will mean and look like and the impact and timelines. It also provides some useful tips around testing and validating your current functions, as well as what to do if you absolutely need to carry on using OpenJDK.\n\n#### **XGBoost**\n\nThe XGBoost algorithm (eXtreme Gradient Boosting) is an optimized open-source implementation of the gradient boosted trees algorithm, and is designed from the ground up to handle many data science problems in a highly efficient, flexible, portable, and accurate way. XGBoost can be used for regression, binary classification, multi-class classification, and ranking problems. In this collaboration from Satish Sathiya, Jiayuan Chen, Lokesh Gupta, and Debu Panda, ++[Build XGBoost models with Amazon Redshift ML](https://aws-oss.beachgeek.co.uk/nx)++, they share how data scientists can train models using the XGBoost algorithm. covering how you can use Redshift ML to train ML models\n\n### **Video of the week**\n#### **cfn_nag**\n\n++[cfn_nag](https://aws-oss.beachgeek.co.uk/ng)++ is an open source library from Mphasis Stelligent that performs static analysis on Amazon Web Services CloudFormation templates. This screencast is a complete walkthrough of developing rules for cfn_nag in a test-driven way.\n\n<video src=\"https://dev-media.amazoncloud.cn/19c4a86d5df946b897b4799b3f2ae2e1_Custom%20rule%20development%20for%20cfn_nag.mp4\" class=\"manvaVedio\" controls=\"controls\" style=\"width:160px;height:160px\"></video>\n\n#### **Quick updates**\n#### **Apache Cassandra**\n\nAmazon Keyspaces (for Apache Cassandra) a fully managed Cassandra-compatible database service, is now in scope for Amazon Web Services ISO and CSA STAR certifications and services to help you run highly regulated Cassandra workloads more easily. Amazon Web Services has certification for compliance with ISO/IEC 27001:2013, 27017:2015, 27018:2019, ISO 9001:2015, and CSA STAR CCM v3.0.1. Now, you can run Cassandra workloads that are subject to ISO and CSA STAR compliance more easily by using a fully managed and serverless database service.\n\n#### **Envoy**\n\nAmazon Web Services App Mesh is a service mesh that provides application-level networking to make it easy for your services to communicate with each other across multiple types of compute infrastructure.App Mesh uses the open source Envoy proxy, making it compatible with a wide range of Amazon Web Services partner and open source tools. A couple of updates this week, which you can read about in more detail in the post from Sheetal Joshi and Rajalakshmi Ramasubramanian, ++[Amazon Web Services App Mesh ingress and route enhancements](https://aws-oss.beachgeek.co.uk/mw)++\n\n- The Amazon Web Services App Mesh introduces enhanced ingress traffic management capabilities. Now you can control how App Mesh rewrites external requests, so that they reach the correct destination within your mesh. You also have greater flexibility controlling how the requests are matched to the destinations in the Gateway and Virtual Router Routes. Now Gateway Routes provide flexible controls that allow you to enable or disable rewrites, add or remove prefix, edit path, and match the requests to destinations based on the hostname and header. This enables you adjust the behavior of traffic that enters your mesh and simplifies building applications with sophisticated structure of microservices.\n\n- Amazon Web Services App Mesh Controller for Kubernetes v1.4.0 is now available and includes support for enhanced ingress traffic management capabilities. The Amazon Web Services App Mesh Controller for Kubernetes provides a way to configure and manage Amazon Web Services App Mesh using Kubernetes directly.\n\n#### **PostgreSQL**\n\nA few quick updates this week covering PostgreSQL on Amazon Aurora and RDS:\n\n- Amazon Aurora PostgreSQL-Compatible Edition adds support for the pg_bigm extension. pg_bigm extension provides full text search capability in PostgreSQL. This extension allows a user to create 2-gram (bigram) index for faster full text search. Characters that comprise text are represented as numbers to computers. Languages such as English, French, Russian, and Hebrew use character sets of fewer than 256 characters that can be encoded in a single byte. Languages with many characters (e.g., Japanese) require more numbers, which are represented by multi-byte encoding. pg_bigm allows you to create a 2-gram (bigram) index for faster full text search of text encoded with multi-byte characters.\n\n- Amazon Aurora PostgreSQL-Compatible Edition supports the Partition Manager (pg_partman) extension. pg_partman is a PostgreSQL extension that helps you to manage both time series and serial-based table partition sets, including automatic management of partition creation and runtime maintenance. pg_partman works with PostgreSQL native partitioning so users can benefit from significant performance enhancements.\n\n- Amazon Aurora PostgreSQL-Compatible Edition adds support for the pg_cron extension. pg_cron allows you to use cron syntax to schedule PostgreSQL commands directly within your database. You can use pg_cron to schedule tasks such as periodically rolling up data for analytic reports, refreshing materialized views, and scheduling vacuum jobs to reclaim storage. pg_cron includes an Amazon Web Services open source contribution that adds an audit table so that you can query the outcome of each scheduled job.\n- Amazon Aurora PostgreSQL-Compatible Edition adds support for the pg_proctab extension. pg_proctab is a collection of stored functions that can access the operating systems process table so that system statistics can be queried through the database. pg_proctab functions make it easier to collect data on your PostgreSQL database including up-to-date information on processor and I/O statistics on SQL queries which makes troubleshooting easier.\n\n- Following the announcement of updates to the PostgreSQL database by the open source community, we have updated Amazon Aurora PostgreSQL-Compatible Edition to support PostgreSQL versions 12.6, 11.11, 10.16, and 9.6.21. These releases contain bug fixes and improvements by the PostgreSQL community. As a reminder, Amazon Aurora PostgreSQL 9.6 will reach end of life on January 31, 2022. You can initiate a minor version upgrade manually by modifying your DB cluster, or you can enable the “Auto minor version upgrade” option when creating or modifying a DB cluster. Doing so means that your DB cluster is automatically upgraded after Amazon Web Services tests and approves the new version.\n\n- Amazon RDS for PostgreSQL adds support for extension allowlists to provide database administrators more control over usage of extensions. RDS for PostgreSQL supports over 70 PostgreSQL extensions. Extensions expand on the functionality provided by the PostgreSQL engine. However, for regulatory or compliance purposes, some organizations would like to be able to specify approved extensions. With extension allowlists, you can specify which specific extensions can be installed on a PostgreSQL DB instance.\n\n### **Open@Amazon**\nLast week we were joined by thousands of attendees to check out some great open source on Amazon Web Services sessions. We had sixteen sessions, so have broken them out here so you can catch them again.\n\n++**[Add some Amazon Web Services into your TMUX: How to make a great Open Source tool even better from Darko Meszaros](https://aws-oss.beachgeek.co.uk/nh)**++\n\n++**[Cloud native observability in practice: open source and open specifications from Michael Hausenblas](https://aws-oss.beachgeek.co.uk/ni)**++\n\n++**[Accelerate robot application development in ROS with Amazon Web Services RoboMaker from Emilia Brzozowska](https://aws-oss.beachgeek.co.uk/nj)**++\n\n++**[Lambda Powertools: Lessons learned on the road to the first 1 million downloads from Heitor Lessa](https://aws-oss.beachgeek.co.uk/nk)**++\n\n++**[Unify your data and ML projects with Amazon Web Services Orbit Workbench with Antje Barth](https://aws-oss.beachgeek.co.uk/nl)**++\n\n++**[StackGres: Running Postgres on EKS with Amazon Web Services Hero Álvaro Hernández](https://aws-oss.beachgeek.co.uk/nm)**++\n\n++**[Why and how to use Terraform Amazon Web Services modules? with Amazon Web Services Hero Anton Babenko](https://aws-oss.beachgeek.co.uk/nn)**++\n\n++**[Kubernetes Network Policy with Cilium with Amazon Web Services Hero Liz Rice](https://aws-oss.beachgeek.co.uk/no)**++\n\n++**[How to use Docker as a front-end for Amazon ECS and Amazon Web Services Fargate with Massimo Re Ferre’](https://aws-oss.beachgeek.co.uk/np)**++\n\n++**[COBOL & Amazon Web Services Lambda go together like? ....How to modernize your legacy COBOL applications by running them on Amazon Web Services Lambda with Veliswa Boya](https://aws-oss.beachgeek.co.uk/nq)**++\n\n++**[My journey contributing to Terraform. Demystifying the process of contributing upstream* with Tyler Lynch & K.G. Nesbit](https://aws-oss.beachgeek.co.uk/nr)**++\n\n++**[Connected data with Apache TinkerPop and Amazon Neptune with Stephen Mallette](https://aws-oss.beachgeek.co.uk/ns)**++\n\n++**[AI in Java with Deep Java Library (DJL) with Qing Lan & Frank Liu](https://aws-oss.beachgeek.co.uk/nt)**++\n\n++**[Amazon Web Services SaaS Boost: An Open-Source Tool for Accelerating SaaS Migration with Michael Beardsley](https://aws-oss.beachgeek.co.uk/nu)**++\n\n### **Events for your diary**\n#### **Amazon Web Services + Confluent Immersion Day**\n#### **June 24th, 10am - 3pm PDT**\n\nA free, half-day virtual workshop experience where you will learn more about Apache Kafka and what problems it can help you solve, taking a look at the features from Confluent that make running Confluent easier and how you can integrate with your favourite Amazon Web Services services. Joseph Morais and Jobin George are your hosts, so you know this is going to be a must attend event.\n\nFind out more and ++[register here](https://aws-oss.beachgeek.co.uk/ms)++.\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/AWSOpen2](https://twitter.com/AWSOpen2)++\n\n\n\n\n\n\n\n\n\n","render":"<h3><a id=\"21st_June_2021__Instalment_73_0\"></a><strong>21st June, 2021 - Instalment #73</strong></h3>\n<p>Newsletter #73.</p>\n<p>This week’s new projects include a project than can help you reduce your costs if you are running Amazon EKS workloads, an Amazon Web Services CDK pattern to help you easily create internal and external access points for your applications, a GraphQL solution and some sample Amazon Web Services projects. We have community and Amazon Web Services authored posts featuring Kubernetes, Apache Flink, Firecracker, OpenSearch, Apache Tinkerpop, Apache Kafka, as well as .NET, GraphQL and Amazon Corretto and many more. To add to that we have a new workshop if you want to get started with High Performance Computing, a great video walkthrough of the open source tool cfn_nag and all the videos from last weeks Open@Amazon, which leads me nicely to…</p>\n<h4><a id=\"OpenAmazon_5\"></a><strong>Open@Amazon</strong></h4>\n<p>Most of my time last week was taken making sure that we were able to get the Open@Amazon show, supporting a number of fellow Amazon Web Services open source enthusiasts as we put on sixteen sessions which were very well received. If you missed it, you still can check out the <ins><a href=\"https://aws-oss.beachgeek.co.uk/nv\" target=\"_blank\">recorded video over on Twitch</a></ins>.</p>\n<p>If you want to catch the individual sessions, see below where I have broken them out.</p>\n<h4><a id=\"Tweet_of_last_week_11\"></a><strong>Tweet of last week</strong></h4>\n<p>This weeks “<ins><a href=\"https://aws-oss.beachgeek.co.uk/mz\" target=\"_blank\">Tweet of the week</a></ins>” comes from Curtis Einsmann, who shares in a Twitter thread some of the details of how he was able to author over 550 PRs. Well worth a quick look. Nice job Curtis.</p>\n<h3><a id=\"Celebrating_open_source_contributors_16\"></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: Pete Wilcock, Jonathan Tuliani, Josh Haycraft, Jeremy Ber, Satish Sathiya, Jiayuan Chen, Lokesh Gupta, Debu Panda, Anna Kaur, Vishram Thatte, Xuejiao Zhang, Sheetal Joshi, Rajalakshmi Ramasubramanian, Andy Hopper, Curtis Einsmann, Viji Sarathy, Imaya Kumar Jagannathan, Rafael Pereyra, Mike George, Bruno Schaatsbergen, David Tippett, Vu Dao, Hidenori Koizumi, Chiaki Ishio, Christian Kniep, François Bouteruche, Pahud Hsieh, and Pedro Vallese</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_23\"></a><strong>Latest from open source projects</strong></h3>\n<h4><a id=\"kubesurvival_24\"></a><strong>kubesurvival</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/nc\" target=\"_blank\">kubesurvival</a></ins> this project KubeSurvival, allows you to significantly reduce your Kubernetes costs by finding the cheapest machines that successfully run your workloads. The docs cover how to get started, provide some examples and how it works as well as how you can contribute to the project. If you have a multi-tenant environment, ML training jobs, a large number of ML model servers, etc, this tool can help you optimize your K8s compute costs.</p>\n<h4><a id=\"finderio_27\"></a><strong>finderio</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/nb\" target=\"_blank\">finderio</a></ins> Finderio is a GraphQL interface server from Pedro Vallese that connects to a DynamoDB database and fetches DynamoDB data based on GraphQL data. Very much a starting point as Pedro points out there are still some things needed, but take a look and see if you want to collaborate.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"1\" /></p>\n<h4><a id=\"cdkfargatepatterns_33\"></a><strong>cdk-fargate-patterns</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/ne\" target=\"_blank\">cdk-fargate-patterns</a></ins> - saw this Amazon Web Services CDK pattern last week from Pahud Hsieh last week and thought it was pretty nice, having needed to do this many times in the past, this is going to save folks a lot of effort. It allows you to create one or many Fargate services with both internet-facing ALB and internal ALB associated with all services.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"2\" /></p>\n<h4><a id=\"amazonfrauddetectorendtoend_39\"></a><strong>amazon-fraud-detector-end-to-end</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/nf\" target=\"_blank\">amazon-fraud-detector-end-to-end</a></ins> - if you wanted to get started with Amazon Fraud Detector (a fully managed service that makes it easy to identify potentially fraudulent online activities such as online payment fraud and the creation of fake accounts) then this repository has sample code, projects that will make it easy to get started with a number of use cases which you can use as a base for your own needs.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"3\" /></p>\n<h4><a id=\"I_Love_My_Local_Farmer_45\"></a><strong>I Love My Local Farmer</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/na\" target=\"_blank\">i-love-my-local-farmer</a></ins> François Bouteruche shared with me last week a series of posts together with all the code which has been open sourced around a fictional company inspired by customer interactions with Amazon Web Services Solutions Architects. I Love My Local Farmer is an online marketplace that lets people buy and sell locally grown fruit and vegetables. You can follow the series of blogs, the first of which, <ins><a href=\"https://aws-oss.beachgeek.co.uk/n9\" target=\"_blank\">Launch announcement</a></ins> provides much more background. This project (and post) definitely appeals to me, maybe because of my farming roots (both my parents were farmers from the north west of Spain)</p>\n<h3><a id=\"Community_open_source_posts_49\"></a><strong>Community open source posts</strong></h3>\n<h4><a id=\"Firecracker_50\"></a><strong>Firecracker</strong></h4>\n<p>Firecracker is an open source virtual machine monitor (VMM) that uses the Linux Kernel-based Virtual Machine (KVM) to create and manage microVMs. In the post <ins><a href=\"https://aws-oss.beachgeek.co.uk/n4\" target=\"_blank\">Behind the scenes, Amazon Web Services Lambda</a></ins> Bruno Schaatsbergen dives deep into the architecture behind Amazon Web Services Lambda and shares how Firecracker is key to how it all hangs together.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"4\" /></p>\n<h4><a id=\"Kubernetes_57\"></a><strong>Kubernetes</strong></h4>\n<p>Vu Dao is on a streak (I think this might be the fourth or more post he has written in as many weeks). Last week he put together <ins><a href=\"https://aws-oss.beachgeek.co.uk/n3\" target=\"_blank\">EKS Cluster Console Credentials</a></ins> which will help you understand in more detail how IAM and Kubernetes RBAC works.</p>\n<h4><a id=\"Open_Distro_Elasticsearch_and_OpenSearch_61\"></a><strong>Open Distro, Elasticsearch and OpenSearch</strong></h4>\n<p>This post from David Tippett will answer the question you might be asking yourself if you thought what are these and how are they similar/different. In his post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/n2\" target=\"_blank\">The Difference Between Elasticsearch, Open Distro, and OpenSearch</a></ins> provides a concise and clear guide as to what the various capabilities and differences between Open Distro and Open Search.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"5\" /></p>\n<h4><a id=\"HuggingFace_68\"></a><strong>HuggingFace</strong></h4>\n<p>Hugging Face and Amazon are introducing new Hugging Face Deep Learning Containers (DLCs) to make it easier than ever to train Hugging Face Transformer models in Amazon SageMaker. To find out more, read the post <ins><a href=\"https://aws-oss.beachgeek.co.uk/n8\" target=\"_blank\">Run training on Amazon SageMaker</a></ins> which you can follow and try this out for yourself as well as find a bunch of useful links to do even more with HuggingFace on Amazon Web Services.</p>\n<h4><a id=\"Wordpress_72\"></a><strong>Wordpress</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/nw\" target=\"_blank\">Serverless Static Wordpress on Amazon Web Services for $0.01 a day</a></ins> Amazon Web Services Community Builder Pete Wilcock with a post that Wordpress lovers will want to read. Ihave spoken with many people who have been dreaming of a “serverless” Wordpress deployment. Could this be it? Read on to find out more…</p>\n<h3><a id=\"Workshop_76\"></a><strong>Workshop</strong></h3>\n<h4><a id=\"Amazon_Web_Services_ParallelCluster_77\"></a><strong>Amazon Web Services ParallelCluster</strong></h4>\n<p>If you are looking to get started with High Performance Computing (HPC), then last week I found a new workshop after reading this blog post from Christian Kniep, <ins><a href=\"https://aws-oss.beachgeek.co.uk/n6\" target=\"_blank\">Getting started with containers in HPC at ISC’21</a></ins> where he writes how Amazon Web Services is hosting the ‘High Performance Container Workshop’ at ISC High Performance 2021 conference (ISC’21) in a few weeks.</p>\n<p>You can find the workshop here, <ins><a href=\"https://aws-oss.beachgeek.co.uk/n7\" target=\"_blank\">Container Runtimes/Engines on Amazon Web Services ParallelCluster</a></ins></p>\n<h3><a id=\"Amazon_Web_Services_and_Amazon_open_source_posts_83\"></a><strong>Amazon Web Services and Amazon open source posts</strong></h3>\n<h4><a id=\"Cloud_Custodian_84\"></a><strong>Cloud Custodian</strong></h4>\n<p>Cloud Custodian is an open source rules engine for managing public cloud accounts and resources. It allows users to define policies to enable a well managed cloud infrastructure. In the latest of a number of posts in this area, Xuejiao Zhang takes a look how you achieve compliance by default through a combination of Open Policy Agent policy checks integrated into your CI/CD pipeline, using Cloud Custodian to do real time scanning and auto remediation. Read her post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/mu\" target=\"_blank\">Cloud governance and compliance on Amazon Web Services with policy as code</a></ins></p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"6\" /></p>\n<h4><a id=\"Kubernetes_90\"></a><strong>Kubernetes</strong></h4>\n<p><ins><a href=\"https://aws-oss.beachgeek.co.uk/my\" target=\"_blank\">A multi-cluster shared services architecture with Amazon EKS using Cilium ClusterMesh</a></ins> Viji Sarathy takes a look at the details of implementing a Cilium ClusterMesh with two or more Amazon EKS clusters. What is a Cilium ClusterMesh? Cilium provides network connectivity between applications deployed using Linux container management platforms like Docker and Kubernetes that enables users to set up cross-cluster connectivity with standard Kubernetes semantics for transparent service discovery. ClusterMesh is Cilium’s multi-cluster implementation that is built on top of Cilium CNI. Liz Rice did a great session at Open@Amazon on this, so check this out if you want to dive deeper.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"7\" /></p>\n<h4><a id=\"Prometheus_96\"></a><strong>Prometheus</strong></h4>\n<p>A couple of posts last week on Prometheus. First up we have this post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/n0\" target=\"_blank\">Automating the installation and configuration of Prometheus using Systems Manager documents</a></ins> from Mike George showing you how you can use a number of Amazon Web Services services to automate and ensure that Prometheus is installed in exactly the same way every time.</p>\n<p>Following that we have Imaya Kumar Jagannathan and Rafael Pereyra who have written <ins><a href=\"https://aws-oss.beachgeek.co.uk/n1\" target=\"_blank\">Collect on-premises metrics using Amazon Managed Service for Prometheus</a></ins> where they show you how you can set up a secure environment to collect Prometheus metrics from an on-premises VM and remote write metrics to Amazon Managed Service for Prometheus (AMP).</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"8\" /></p>\n<h4><a id=\"Apache_Kafka_104\"></a><strong>Apache Kafka</strong></h4>\n<p>Anusha Dharmalingam takes a look at how to set up a highly resilient deployment across Amazon Web Services Regions in the post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/mt\" target=\"_blank\">Increase Apache Kafka’s resiliency with a multi-Region deployment and MirrorMaker 2</a></ins>. You can use this solution to build a data redundancy capability to meet regulatory compliance, business continuity, and DR requirements.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"9\" /></p>\n<h4><a id=\"Apache_Flink_111\"></a><strong>Apache Flink</strong></h4>\n<p>We have a couple of posts this week on Apache Flink, an open source distributed stream processing engine. First up we have Josh Haycraft with the post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/mq\" target=\"_blank\">Collecting Apache Flink metrics in the Amazon CloudWatch agent</a></ins>, where he shoes you how you can not only view Flink metrics through its web UI, but generate events so you can react with them. Josh covers how to use the CloudWatch agent to collect Flink metrics into Amazon CloudWatch, where you can monitor them, add them to a dashboard, and trigger alerts or event-driven processes. Detailed walkthrough provided so you can try this out for yourself.</p>\n<p><img src=\"data:image/png;base64,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\" alt=\"image.png\" rel=\"10\" /></p>\n<p>Following that we have Jeremy Ber who writes, <ins><a href=\"https://aws-oss.beachgeek.co.uk/mr\" target=\"_blank\">Top 10 Flink SQL queries to try in Amazon Kinesis Data Analytics Studio</a></ins> where he shows you how you can run Apache Flink SQL queries in Kinesis Data Analytics Studio, powered by the open source Apache Calcite project. This implements the SQL standard, allowing you to write simple SQL statements to create, transform, and insert data into streaming tables defined in Apache Flink.</p>\n<h4><a id=\"GraphQL_119\"></a><strong>GraphQL</strong></h4>\n<p>Amazon Web Services AppSync is a fully managed service that makes it easy to develop GraphQL APIs. In the post, <ins><a href=\"https://aws-oss.beachgeek.co.uk/mv\" target=\"_blank\">Build a GraphQL API for Amazon DocumentDB (with MongoDB compatibility) using Amazon Web Services AppSync</a></ins> Anna Kaur and Vishram Thatte show you how you can build a simple GraphQL API using Amazon Web Services AppSync to retrieve data from Amazon DocumentDB.</p>\n<p><img src=\"data:image/png;base64,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