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feat: Add cluster-autoscaler example, update Inferentia example
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# EKS Cluster w/ Cluster Autoscaler | ||
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### Prerequisites: | ||
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Ensure that you have the following tools installed locally: | ||
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1. [aws cli](https://docs.aws.amazon.com/cli/latest/userguide/install-cliv2.html) | ||
2. [kubectl](https://Kubernetes.io/docs/tasks/tools/) | ||
3. [terraform](https://learn.hashicorp.com/tutorials/terraform/install-cli) | ||
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### Deployment | ||
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1. Provision resources as they are defined in the `us-east-1` directory using: | ||
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```sh | ||
terraform init -upgrade=true | ||
terraform apply | ||
``` | ||
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2. Once the cluster is up and running and the node group is provisioned, update your Terraform state to align with changes made by the AWS API. This doesn't modify any resources, it just simply aligns your statefile with the current state. You can read more about this at the following links if interested: | ||
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- https://github.com/hashicorp/terraform/pull/28634 | ||
- https://github.com/hashicorp/terraform/issues/28803 | ||
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```sh | ||
terraform apply -refresh-only | ||
terraform plan # should show `No changes. Your infrastructure matches the configuration.` | ||
``` | ||
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3. Update your kubeconfig to access the cluster: | ||
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```sh | ||
aws eks --region us-east-1 update-kubeconfig --name cluster-autoscaler | ||
``` | ||
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4. Deploy the sample inflate deployment - this will cause cluster-autoscaler to scale up the nodegroup to satisfy the pending pod requests: | ||
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```sh | ||
kubectl apply -f inflate.yaml | ||
``` | ||
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### Tear Down & Clean-Up | ||
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1. Remove the resources created by Terraform | ||
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```sh | ||
terraform destroy -target=module.eks_blueprints_addons | ||
terraform destroy | ||
``` |
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################################################################################ | ||
# Addons | ||
################################################################################ | ||
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module "eks_blueprints_addons" { | ||
source = "aws-ia/eks-blueprints-addons/aws" | ||
version = "~> 1.16" | ||
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cluster_name = module.eks.cluster_name | ||
cluster_endpoint = module.eks.cluster_endpoint | ||
cluster_version = module.eks.cluster_version | ||
oidc_provider_arn = module.eks.oidc_provider_arn | ||
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# Wait for compute to be available | ||
create_delay_dependencies = [for group in module.eks.eks_managed_node_groups : | ||
group.node_group_arn if group.node_group_arn != null | ||
] | ||
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enable_cluster_autoscaler = true | ||
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tags = module.tags.tags | ||
} |
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################################################################################ | ||
# EKS Cluster | ||
################################################################################ | ||
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module "eks" { | ||
source = "terraform-aws-modules/eks/aws" | ||
version = "~> 20.4" | ||
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cluster_name = local.name | ||
cluster_version = "1.29" | ||
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# To facilitate easier interaction for demonstration purposes | ||
cluster_endpoint_public_access = true | ||
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# Gives Terraform identity admin access to cluster which will | ||
# allow deploying resources (Karpenter) into the cluster | ||
enable_cluster_creator_admin_permissions = true | ||
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cluster_addons = { | ||
coredns = {} | ||
kube-proxy = {} | ||
vpc-cni = {} | ||
} | ||
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vpc_id = module.vpc.vpc_id | ||
subnet_ids = module.vpc.private_subnets | ||
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eks_managed_node_group_defaults = { | ||
iam_role_additional_policies = { | ||
# Not required, but used in the example to access the nodes to inspect drivers and devices | ||
AmazonSSMManagedInstanceCore = "arn:aws:iam::aws:policy/AmazonSSMManagedInstanceCore" | ||
} | ||
} | ||
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eks_managed_node_groups = { | ||
default = { | ||
instance_types = ["m5.large"] | ||
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min_size = 1 | ||
max_size = 20 | ||
desired_size = 1 | ||
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tags = { | ||
"k8s.io/cluster-autoscaler/enabled" : true, | ||
"k8s.io/cluster-autoscaler/${local.name}" : "owned", | ||
} | ||
} | ||
} | ||
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tags = module.tags.tags | ||
} |
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apiVersion: apps/v1 | ||
kind: Deployment | ||
metadata: | ||
name: inflate | ||
spec: | ||
replicas: 8 | ||
selector: | ||
matchLabels: | ||
app: inflate | ||
template: | ||
metadata: | ||
labels: | ||
app: inflate | ||
spec: | ||
terminationGracePeriodSeconds: 0 | ||
containers: | ||
- name: inflate | ||
image: public.ecr.aws/eks-distro/kubernetes/pause:3.7 | ||
resources: | ||
# We are consuming (nearly) all resources for an m5.large | ||
# which maps one pod per node | ||
requests: | ||
cpu: 1500m | ||
memory: 6Gi | ||
limits: | ||
cpu: 1500m | ||
memory: 6Gi |
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terraform { | ||
required_version = "~> 1.3" | ||
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required_providers { | ||
aws = { | ||
source = "hashicorp/aws" | ||
version = ">= 5.38" | ||
} | ||
helm = { | ||
source = "hashicorp/helm" | ||
version = ">= 2.7" | ||
} | ||
} | ||
} | ||
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provider "aws" { | ||
region = local.region | ||
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# assume_role { | ||
# role_arn = "<TODO>" | ||
# session_name = local.name | ||
# } | ||
} | ||
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provider "helm" { | ||
kubernetes { | ||
host = module.eks.cluster_endpoint | ||
cluster_ca_certificate = base64decode(module.eks.cluster_certificate_authority_data) | ||
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exec { | ||
api_version = "client.authentication.k8s.io/v1beta1" | ||
command = "aws" | ||
# This requires the awscli to be installed locally where Terraform is executed | ||
args = ["eks", "get-token", "--cluster-name", module.eks.cluster_name] | ||
} | ||
} | ||
} | ||
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################################################################################ | ||
# Common Locals | ||
################################################################################ | ||
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locals { | ||
name = "cluster-autoscaler" | ||
region = "us-east-1" | ||
environment = "nonprod" | ||
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vpc_cidr = "10.0.0.0/16" | ||
azs = slice(data.aws_availability_zones.available.names, 0, 3) | ||
} | ||
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################################################################################ | ||
# Common Data | ||
################################################################################ | ||
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data "aws_availability_zones" "available" {} | ||
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################################################################################ | ||
# Common Modules | ||
################################################################################ | ||
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module "tags" { | ||
source = "clowdhaus/tags/aws" | ||
version = "~> 1.0" | ||
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application = local.name | ||
environment = local.environment | ||
repository = "https://github.com/clowdhaus/eks-reference-architecture" | ||
} |
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output "update_kubeconfig" { | ||
description = "Update kubeconfig" | ||
value = "aws eks --region ${local.region} update-kubeconfig --name ${module.eks.cluster_name}" | ||
} |
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################################################################################ | ||
# VPC | ||
################################################################################ | ||
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module "vpc" { | ||
# https://registry.terraform.io/modules/terraform-aws-modules/vpc/aws/latest | ||
source = "terraform-aws-modules/vpc/aws" | ||
version = "~> 5.0" | ||
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name = local.name | ||
cidr = local.vpc_cidr | ||
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azs = local.azs | ||
private_subnets = [for k, v in local.azs : cidrsubnet(local.vpc_cidr, 4, k)] | ||
public_subnets = [for k, v in local.azs : cidrsubnet(local.vpc_cidr, 8, k + 48)] | ||
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enable_nat_gateway = true | ||
single_nat_gateway = true | ||
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public_subnet_tags = { | ||
"kubernetes.io/role/elb" = 1 | ||
"kubernetes.io/cluster/${local.name}" = "shared" | ||
} | ||
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private_subnet_tags = { | ||
"kubernetes.io/role/internal-elb" = 1 | ||
"kubernetes.io/cluster/${local.name}" = "shared" | ||
# Tags subnets for Karpenter auto-discovery | ||
"karpenter.sh/discovery" = local.name | ||
} | ||
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tags = module.tags.tags | ||
} |
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