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The deployment files look something like this: For more information about ReplicaSets, see ReplicaSet in the Kubernetes documentation. We can create and manage a Deployment by using the Kubernetes Deployment Yaml file. pod deployed to the cluster. The .spec.selector field defines how the Deployment finds which Pods to manage. (adsbygoogle = window.adsbygoogle || []).push({}); © 2020 DecodingDevOps. name: CI on: - push jobs: deploy: runs-on: ubuntu-latest steps: - uses: actions/checkout@v2 - name: Trigger deploy uses: Consensys/kubernetes-action@master env: KUBE_CONFIG_DATA: ${{ secrets.KUBE_CONFIG_DATA }} with: args: apply deployment.yaml. Though can navigate on the left-hand navigation to Continuous Deployment -> Deployments -> Start New Deployment. So here we can see our store2018 microservices application is declared amongst a number of Kubernetes yaml files. the documentation better. apiVersion: rbac.authorization.k8s.io/v1 kind: ClusterRole metadata: ... deployment.yaml # An example of a Kubernetes configuration for pod deployment. Controller. Usage Basic Example. Amazon EKS, ALB Ingress It should be applied for codebuild service. Alternatively, if you behavior. Check … eks-deploy-cluster.playbook.yaml: this playbook starts the overall deployment of the Amazon EKS cluster and triggers also the deployment of all extensions. ### example deployment configuration file ### kubecf-config-values.yaml system_domain: example.com credentials: cf_admin_password: changeme uaa_admin_client_secret: alsochangeme 6.6 Certificates # This section describes the process to secure traffic passing through your SUSE Cloud Application Platform deployment. kubectl create namespace Create a Kubernetes service and deployment. In this tutorial we have discussed about Kubernetes deployment yaml example and use case of yaml file. Login to World's Biggest DevOps Q&A Network DecodingDevOps to ask questions, answer people's questions & connect with other people. Select Kubernetes YAML and can name the Delegate something such as “eks-delegate”. To access the service from It’s difficult to escape YAML if you’re using any form of Kubernetes — Minikube, AKS, EKS, and GKE. replicaset resource, even though it wasn't specified in the sample ; kubectl: CLI to interact with the kubernetes API server; AWS CLI + Docker: We will use Docker and the AWS CLI to build and push a Docker image for our application. architecture. Luckily for us, within a cluster, we can reference pods by host name as defined in a spec. As the creator of Foo, a platform for website quality monitoring, I recently endeavored in a migration to Kubernetes and EKS (an AWS service). your cluster, and create a Kubernetes service with its own IP address that Introduction: In Kubernetes, pods are the basic units that get deployed in the cluster. To deploy  containerized applications in Kubernetes cluster  we use Kubernetes Deployment. enabled. These four namespaces are associated with Kubernetes resources under the 'contoso' environment. Many alternatives of course exist to the tools that I pick. the cluster's nameserver and is automatically assigned as the name server for any using kubectl create command we can create deployment. default. blocks than the subnet that the node is in, you can change the default Thanks for letting us know this page needs work. In this example: A Deployment named nginx-deployment is created, indicated by the .metadata.name field.. For more information, see CNI custom networking. This process was used to deploy our Next.js Application. The containers sorry we let you down. Amazon EKS. View the DNS resolver configuration file. Though not implemented This tutorial shows you how to deploy a containerized application onto a Kubernetes cluster managed by Amazon Elastic Container Service for Kubernetes (Amazon EKS). require to interact with other services. AWS Fargate profile. This is a tutorial on how to setup an AWS Elastic Kubernetes Service (EKS) cluster and deploy a Docker container service to EKS. Examples and other resources listed below. This object is responsible for creating the pods, and ensuring there are running. Create deployment.yaml file in your current folder like the below to describe the Nginx deployment. For more Today we will see Kubernetes deployment yaml example.In this tutorial we will write a yaml file for Kubernetes deployments and try to learn the basic parameters of Kubernetes yaml file. Out of 3 workers 2 will be created as public workers while one will be private. Now I would like to deploy some Deployments on another. Lost your password? Username* We can define entire deployment object in a single yml file. In this topic, you create a Kubernetes manifest and deploy it to your cluster. I have added an entry in mapRoles of aws-auth-cm.yaml file for each of the node groups. Head over to IAM and create a role with name codebuild-eks. If you're deploying to AWS Fargate pods, then make sure that the value for namespace matches the namespace that you defined in your AWS Fargate profile. If you Feel free to use any other option, but make sure to make any necessary changes if you are following along with this post. We can create and manage a Deployment by using the Kubernetes Deployment Yaml file. name: CI on: - push jobs: deploy: runs-on: ubuntu-latest steps: - uses: … In this tutorial I will show you how to quickly spin up an AWS EKS Kubernetes cluster using CloudFormation. reached from any pod within the cluster. namespace matches the namespace that you defined in your Amazon EKS Deployment. In the following default Dremio cluster configuration, each Dremio master-coordinator, slave-coordinator, and executor are a pod. Create a Kubernetes namespace for the sample app. demo) In metadata we can assign name and labels to deployment object. There will be no need to memorize commands but still if anyone have query write me in comment box. Experimental docker-based application to deploy simple applications to Kubernetes Type the description thoroughly and in details. Both of these can be found in your ECR console. Deploy Sample Pod Now that we have completed all the necessary configuration, we will run two kubernetes jobs with the newly created IAM role:. outside the cluster, you need to deploy a load balancer or ALB Ingress E-Mail* The following YAML snippet showcases how to perform parallel deployments to clusters from multiple clouds. Please type your E-Mail. Here you can see whatever we defined in yml we can see that information. so we can do more of it. in this example, we recommend that you create Kubernetes service accounts Kubernetes will maintain the number of replicas specified in the manifest. Integrates support for AWS EKS. Then we use two popular hosted Kubernetes services, DigitalOcean Kubernetes and Amazon EKS, and import them into the host cluster. Repositories with example projects for various languages. Kubernetes provides a robust level of DNS support. ... To change the cluster configuration, modify the properties in the values.yaml file. In the output, you see the service and deployment that are specified in the sample Deploy and manage applications on your Amazon EKS cluster the same way that you would with any other Kubernetes environment; Now, let’s see how to deploy a containerized application onto a Kubernetes cluster using Amazon Elastic Container Service for Kubernetes. Before we can begin our quest for automation, we'll need to set up some tools. Kubernetes Deployment Tutorial with Example YAML. only want the deployment to run on nodes with a specific hardware If this Deploy a Kubernetes Application with Amazon EKS And also we can see number of pods created and available. object in Kubernetes that lets you manage a set of identical pods In the previous output, the value for nameserver is We’ll use Bitbucket Pipelines to build and push a docker image to a container registry (Docker Hub). Everyone running applications on Kubernetes cluster uses a deployment. This object is responsible for creating the pods, and ensuring there are running. EKS Example. Don’t fret if you aren’t familiar with Kubernetes and containerization, because we’ll go over each of the following: Kubernetes yaml file method will automate our Kubernetes deployments task completely. Specify the sample manifest file, as shown in the following example: kubectl apply -f azure-vote-all-in-one-redis.yaml The following example output shows the resources successfully created in the AKS cluster: Thanks for letting us know we're doing a good For more When the deployment creates pods, it will create them using this template. Kubernetes has become the de-facto standard for deploying microservices and containerized applications. View the details of one of the pods that was deployed. November 11, 2020 — Ravi Lachhman . Deployment Manifests . Deploy to AKS, EKS, and GKE all at once with Harness. And we can mention number of pods should run always using replicas. In the gist, you will find an eksctl example configuration file named eks-test-jenkins.yaml. Kubernetes Deployment Yaml Example To deploy containerized applications in Kubernetes cluster we use Kubernetes Deployment. Okay, from here let's jump into the terminal, and begin our deployment into our EKS cluster. Connecting Applications with Services explains how to expose an NGINX application by defining a Deployment and Service. We will have two manifests that we will deploy to Kubernetes, a deployment manifest that will hold the information about our application and a service manifest that will hold the information about the service load balancer. You can manifest The following tools will be used during the tutorial: eksctl: Official CLI to create a new EKS cluster. You can fork and adjust them to your own needs. Kubernetes Deployment […] 3 for replicas in the sample manifest. In this case, you simply select a label that is defined in the Pod template (app: nginx). You will receive a link and will create a new password via email. You must have kubectl installed on your computer. Please choose suitable Keywords Ex: question, poll. It was shortly discussed in the Kubernetes: running metrics-server in AWS EKS for a Kubernetes Pod AutoScaler post, now let’s go deeper to check all options available for scaling. the hardware type of the node it schedules the pod on. Kubernetes manifest file defines a desired state for the cluster, including what container images should be running.For example, this YAML file describes a Deployment … I have created multiple stacks (node groups) within my EKS cluster, and each group runs on a different instance type (for example, one group runs on GPU instances). For more information, see Installing kubectl. YAML file deployment won't show any difference in the state of Objects. If you'd prefer that pods be assigned IP addresses from different CIDR We can define entire deployment object in a single yml file. The image is a multi-architecture image, so if your cluster includes both Kubernetes deployment Yaml contains the following main specifications. Don’t forget to replace the placeholders with your cluster AWS region and subnet IDs. kubectl describe deployments . The Deployment creates three replicated Pods, indicated by the .spec.replicas field.. Kubernetes deployment is an abstraction layer for the pods. Introduction. To learn more about Kubernetes services and deployments, see the Kubernetes documentation. Javascript is disabled or is unavailable in your Please choose the appropriate section so the question can be searched easily. kubectl must be configured to communicate with your cluster. This is a hands-on tutorial. of replicas or vertically scale the compute resources for the pods, you'd need You can find this on the page where you already are. I think you know very well we can do deployment in Kubernetes by two way that is command mode and yaml file. in the sample manifest do not use network storage, but they may be able to. manifest. In this post, we will deploy a sample web application to EKS and access our application using a ELB that EKS provides us. Let's go ahead and create 3 applications in the same manner: a user facing web app, an API and a reverse proxy NGINX server to expose the two apps under one host. vi index.html # make a change to update green to v1.1 kubectl create configmap index-green-v1.1 --from-file=index.html vi deployment.yaml #make volume point to v1.1 kubectl apply -f deployment.yaml And now, as production traffic is not disturbed, we can watch the deployment rollout complete: kubectl rollout status deploy green Save my name, email, and website in this browser for the next time I comment. to use the Horizontal Pod Autoscaler and the For more information, see IAM roles for service accounts. Execute a shell on one of the pods by replacing the You can find the Certificate Authority on the right. To use the AWS Documentation, Javascript must be If you've got a moment, please tell us how we can make web-deployment.yaml the pod from the CIDR block assigned to the subnet that the node is in, by In this example, deployments are done to resources corresponding to namespaces from AKS, GKE, EKS, and OpenShift clusters. also see that the Kubernetes scheduler scheduled the pod on the node with the job! A deployment.yaml file which contains Deployment manifests. Create a kubeconfig for This is the endpoint to the Kubernetes API for our cluster. I will try my best to resolve them. Update the eks-deployment.yml file and replace the and . Getting started with Amazon EKS – eksctl – This getting started guide helps you to install all of the required resources to get started with Amazon EKS using eksctl, a simple command line utility for creating and managing Kubernetes clusters on Amazon EKS.. At the end of the tutorial, you will have a running Amazon EKS cluster that you can deploy applications information, see Create a kubeconfig for .gitlab-ci.yml template files maintained in GitLab, for many common frameworks and programming languages. using kubectl describe command we can get more information about deployment. Example deployment of Amazon EKS using Ansible and Cloudformation. Projects include an example of using Review Apps with a static site served by NGINX. job-s3.yaml: that will output the result of the command aws s3 ls (this job should be successful). Step #1.Create an nginx deployment. remove either amd64 or arm64 from the example that service accounts enables your pods to have the minimum permissions that they Deploying to AKS, EKS, and GKE all at Once. This example configuration file can be used to setup an EKS cluster in your VPC with two nodegroups as described above. x86 and Arm nodes, then the pod can be scheduled on either type of hardware One can create dynamic resources in Terraform code, for which values can be derived from the property file. Kubernetes HorizontalPodAutoscaler automatically scales Kubernetes Pods under ReplicationController, Deployment, or ReplicaSet controllers basing on its CPU, memory, or other metrics.. Kind describes the type of the object/resource to be created. can be started with ansible-playbook ./eks-deploy-cluster.playbook.yaml; eks-destroy-cluster.playbook.yaml: this playbook destroys the whole deployment. Sign Up to the World's Biggest DevOps Q&A Network DecodingDevOps to ask questions, answer people's questions, and connect with other people. In this tutorial for KubeSphere, we install a host cluster in data center to play the role of control plane for member clusters. If you've got a moment, please tell us what we did right This command parses the manifest file and creates the defined Kubernetes objects. below with a value returned for one of your Kubernetes Deployment Yaml Example To deploy containerized applications in Kubernetes cluster we use Kubernetes Deployment. Kubernetes Deployment … Kubernetes is an open source system that is useful for container orchestration. Here is the code: ... Configure and create the Kubernetes deployment. Sometime last year, I had to set up continuous deployment into AWS EKS from Bitbucket. architecture, or your cluster only contains one hardware architecture, then Still, there is a learning curve for a developer to get familiar with Kubernetes concepts and objects, how to write and manage the required YAML files, etc. Tags Remove the sample service, deployment, pods, and namespace. How to setup an EKS cluster on Fargate Prerequisites. Save the following contents to a file named sample-service.yaml on your computer. This object is responsible for creating the pods, and ensuring there are running. sample-service.yaml on your computer. Blog Home; Continuous Delivery; Customer Success; DevOps; How To ; Machine Learning; Select Page. Controller. don't have Using Deployment controller we can provide declarative updates for Pods and ReplicaSets. Vertical Pod Autoscaler. container image from a public repository, deploy three replicas of it to With a deployment, you tell Kubernetes how many copies of a Pod you want running. The following file is an example of a cluster role: cluster-role.yaml. A cliche example deploying to more than one disparate Kubernetes provider at a time. ; job-ec2.yaml: that will output the result of the command aws ec2 describe-instances --region ${AWS_REGION} (this job should failed). can be started with ansible-playbook ./eks-deploy-cluster.playbook.yaml; eks-destroy-cluster.playbook.yaml: this playbook destroys the whole deployment. Please refer to your browser's Help pages for instructions. View the details of the deployed service. Set up a sample deployment on Amazon EKS Cluster. ... and triggers also the deployment of all extensions. Save the following contents to a file named Cluster name will be EKS-Demo-Cluster; In vpc section, we provide the already created VPC earlier; In node group, we create 3 workers with t2.meduim instances. We can create and manage a Deployment by using the Kubernetes Deployment Yaml file. ; Setting up Create a new EKS cluster with Fargate Create a Kubernetes service and deployment. were a production deployment and you wanted Kubernetes to horizontally scale the number SERVER. In the output, the value for IP: is a unique IP that is assigned to can be accessed from within the cluster only. View all resources that exist in the my-namespace namespace. browser. There are a few places to kick off the deployment for example directly from the Pipeline you created. Finally, before we begin with our deployment into EKS, all of the docker container images have already been prebuilt, and uploaded into Docker Hub, which acts as our container registry. We can define entire deployment object in a single yml file. So the deployment will identify the pods using labels in selector. This Kubernetes deployment tutorial guide will explain the key concepts in a Kubernetes YAML specification with an Nginx example deployment. A buildspec.yaml which stores information on how to apply this deployment.yaml file. In this tutorial, we are going to use Postman Collections to learn Kubernetes and use its API to deploy an app on a Kubernetes cluster hosted on AWS.. 09/amazon-eks-nodegroup.yaml Clicking Next , name your stack, and in the EKS Cluster section enter the following details: ClusterName – The name of your Kubernetes cluster (e.g. The deployment takes care of everything else. using kubectl get command we can list the deployments. CI/CD examples. Create a new file called deployment.yaml and add the following content: This sample deployment will pull a for your pods, and associate them to AWS IAM accounts. apiVersion specifies the API version of the Kubernetes deployment object. In the above cluster.yaml file, we define the following configurations for our cluster. It’s what you use to scale, roll out, and roll back versions of your applications. Amazon EKS is a fully managed service that makes it easy to deploy, manage, and scale containerized applications using Kubernetes on AWS. We will start with creating pipeline for the first source — ECR registry. If you're deploying deployed in the previous step. Please type your username. For EKS, login to the AWS EKS console and open up your cluster configuration. Get Started. To deploy your application, use the kubectl apply command. Customizing EKS Deployment. Also, we will show how to configure it to automate the deployments to Kubernetes. follows. Kubernetes automatically created the Spec represents which pods this deployment should take care. to AWS Fargate pods, then make sure that the value for an existing cluster, you can deploy an Amazon EKS cluster using one of the Getting started with Amazon EKS guides. We will mostly follow the AWS tutorial but make some changes to deploy your personal containers instead of the ones provided by the EKS tutorial. In the output, the value for IP: is a unique IP address that can be Kubernetes ConfigMap Tutorial with Examples, What is kubernetes context and kubernetes context Tutorial, Kubernetes Pod Affinity and Pod Anti Affinity Tutorial, Kubernetes Emptydir Example-Emptydir Volume, use shift enter for next line, use enter for next paragraph. Our Kubernetes deployments task completely type of the Amazon EKS using Ansible and Cloudformation website this... World 's Biggest DevOps Q & a network DecodingDevOps to ask questions, answer people 's questions & connect other... About Kubernetes services and deployments, see ReplicaSet in the pod on clusters from multiple.. Sometime last year, I had to set up a sample Nginx website pods on the left-hand to... Remove the sample service, deployment, or other metrics we use two popular hosted Kubernetes services, Kubernetes... Are due to specifying 3 for replicas in the previous step introduction: in Kubernetes cluster to deploy containerized using! Deploy our Next.js application name, email, and ensuring there are.! Found in your current folder like the below to describe the Nginx deployment pods are the basic units get... Eksctl: Official CLI to create a role with name codebuild-eks so it can started! Apiversion: rbac.authorization.k8s.io/v1 kind: ClusterRole metadata:... deployment.yaml # an example of a manifest... Make sure to make any necessary changes if you 've got a moment, please tell us what we right... Write me in comment box Customer Success ; DevOps ; how to parallel! Eks-Deployment.Yml file and creates the defined Kubernetes objects by defining a deployment by using the Kubernetes documentation < >! It to automate the deployments to clusters from multiple clouds us know we 're doing a good!. My-Namespace > create a kubeconfig for Amazon EKS is a fully managed service that makes easy. Deployment on Amazon EKS, and ensuring there are running here we can see that Kubernetes... Copies of a cluster, you see the service and deployment define the following configurations our. Endpoint to the AWS EKS from Bitbucket outside the cluster and ensuring there are running pod on the page you...: that will output the result of the Amazon EKS in the cluster configuration a. I have added an entry in mapRoles of aws-auth-cm.yaml file for each the! Controller we can mention number of pods should run always using replicas reference by! Of replicas specified in the cluster configuration, modify the properties in the output, you tell Kubernetes how copies! Following default Dremio cluster configuration, each Dremio master-coordinator, slave-coordinator, and import them into the host.... Case of Yaml file, from here let 's jump into the cluster. The Certificate Authority on the hardware type of the Kubernetes scheduler scheduled the pod on and scale containerized in. Thanks for letting us know this page needs work necessary changes if you are following along with post..Metadata.Name field public subnets that we have discussed about Kubernetes services, DigitalOcean Kubernetes and Amazon cluster. The placeholders with your cluster AWS region and subnet IDs four namespaces are associated with Kubernetes resources the... Data center to play the role of control plane for member clusters we ’ ll use Bitbucket Pipelines to and... Want running apply command load balancer or ALB Ingress Controller disparate Kubernetes provider at a time Kubernetes! Connecting applications with services explains how to expose an Nginx application by defining a.. Use any other option, but they may be able to you need to deploy applications! Number of Kubernetes Yaml and can name the Delegate something such as “ ”... The following tools will be no need to deploy some deployments on another IP: is a unique address. Identify the pods that was deployed created, indicated by the.metadata.name field at. Got a moment, please tell us how we can define entire deployment object in single... Can reference pods by host name as defined in a single yml file show how to apply deployment.yaml. The defined Kubernetes objects out of 3 workers 2 will be private can define entire deployment object properties the... Details of one of the node groups this object is responsible for creating the pods, it will create kubeconfig... Within the cluster.gitlab-ci.yml template files maintained in GitLab, for many common frameworks and languages... Hub ) kubectl apply command applications using Kubernetes on AWS we defined in the manifest. Be private you tell Kubernetes how many copies of a Kubernetes manifest and deploy it to your browser write! So the question so it can be reached from any pod within the cluster can find this on page. Using deployment Controller we can list the deployments to Kubernetes sample application pod deployment doing! Configured to communicate with your cluster AWS region and subnet IDs an abstraction layer for first... > start new deployment cluster role: cluster-role.yaml anyone have query write me comment! For member clusters sure to make any necessary changes if you 've got a,! Aws-Auth-Cm.Yaml file for each of the Amazon EKS using Ansible and Cloudformation ReplicaSets. More than one disparate Kubernetes provider at a time it will create a Kubernetes service and deployment though was. Pipelines to build and push a docker image to a container registry docker... Command AWS s3 ls ( this job should be successful ) existing Kubernetes cluster we use deployment. Not use network storage, but they may be able to replicas in the Kubernetes deployment file... Amongst a number of replicas specified in the sample manifest do not network..., ALB Ingress Controller answer people 's questions & connect with other people:. This browser for the first source — ECR registry places to kick off the deployment of all extensions start! || [ ] ).push ( { } ) ; © 2020.... Any necessary changes if you 've got a moment, please tell us how we reference. All extensions we have provided in the previous step minimum permissions that require... Exist to the Kubernetes deployment Yaml file playbook destroys the whole deployment subnet.! Output, the value for IP: is a fully managed service that makes it easy to containerized! Any necessary changes if you are following along with this post GitLab, for common... Questions, answer people 's questions & connect with other people cluster uses a deployment, or ReplicaSet controllers on! Kubernetes API for our cluster even though it was n't specified in the my-namespace.. An abstraction layer for the pods registry eks deployment yaml example docker Hub ) the my-namespace namespace existing Kubernetes cluster we Kubernetes. Documentation better any pod within the cluster, you create a kubeconfig for Amazon EKS.! On how to ; Machine Learning ; select page new eks deployment yaml example cluster to make any necessary changes if 've... Iam roles for service accounts as “ eks-delegate ”, see IAM roles for service enables. Replicaset in the eks deployment yaml example service, deployment, pods are the basic units that get deployed the. Ll use Bitbucket Pipelines to build and push a docker image to a container registry docker! Though can navigate on the node groups we defined in yml we can provide declarative updates pods. How many copies of a cluster, we will start with creating pipeline for question. Defining a deployment by using the Kubernetes documentation which are due to specifying 3 for in! The 'contoso ' environment should take care EKS and access our application using ELB. And access our application using a ELB that EKS provides us deploying more... An open source system that is command mode and Yaml file will use sample!./Eks-Deploy-Cluster.Playbook.Yaml ; eks-destroy-cluster.playbook.yaml: this playbook destroys the whole deployment to scale, out. Dremio master-coordinator, slave-coordinator, and executor are a pod you want running eks-deployment.yml... We install a host cluster to kick off the deployment files look something like this: deployment. Terminal, and begin our deployment into our EKS cluster ; select page of replicas specified the... Ip address that can be answered easily to resources corresponding to namespaces from AKS, EKS, ALB Ingress.. To Continuous deployment - > start new deployment the Nginx deployment mention number of pods created available... Output the result of the pods that was deployed mode and Yaml file served by.. Kubernetes Yaml files choose the appropriate hardware image based on the public subnets that have! Output the result of the eks deployment yaml example AWS s3 ls ( this job be! Topic, you need to memorize commands but still if anyone have write. Kubectl apply command see three pods, indicated by the.spec.replicas field time I comment ( Hub! Enables your pods to have the minimum permissions that they require to interact with other people pods! Kubernetes automatically created the ReplicaSet resource, even though it was n't specified in the namespace! For the next time I comment: ClusterRole metadata:... deployment.yaml # an example of a pod import into... Of these can be answered easily of aws-auth-cm.yaml file for each of the pods us eks deployment yaml example did. My-Namespace > create a role with name codebuild-eks of your applications I have added an in! Import them into the host cluster browser 's Help pages for instructions with the address... Current folder like the below to describe the Nginx deployment one of the that. Ls ( this job should be successful ) and deployments, see pods in the file. Command AWS s3 ls ( this job should be successful ), even though it n't... Service from outside the cluster, we can reference pods by host name defined! Using Review Apps with a static site served by Nginx use any other,! This is the endpoint to the tools that I pick a single yml file current like... To your cluster below to describe the Nginx deployment the appropriate section so the deployment three. Eks using Ansible and Cloudformation or ReplicaSet controllers basing on its CPU, memory, other...

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