技能 硬件工程 Kubernetes上部署CAST AI

Kubernetes上部署CAST AI

v20260423
castai-install-auth
本技能提供了一份完整的指南,用于将任何Kubernetes集群(如EKS, GKE, AKS)连接到CAST AI。它涵盖了从API密钥的生成,到使用Helm图表安装CAST AI代理,再到通过Terraform配置提供商的整个流程,旨在实现成本优化、自动伸缩和安全监控。
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概览

CAST AI Install & Auth

Overview

Connect a Kubernetes cluster (EKS, GKE, AKS, or KOPS) to CAST AI for cost optimization, autoscaling, and security scanning. Covers API key generation, Helm chart installation of the CAST AI agent, and Terraform provider setup.

Prerequisites

  • A running Kubernetes cluster (EKS, GKE, AKS, or KOPS)
  • kubectl configured with cluster admin access
  • helm v3 installed
  • A CAST AI account at https://console.cast.ai

Instructions

Step 1: Generate an API Key

Log in to https://console.cast.ai and navigate to API > API Access Keys. Create a Full Access key for Terraform-managed clusters, or Read-Only for monitoring-only.

export CASTAI_API_KEY="your-api-key-here"

# Verify the key works
curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  https://api.cast.ai/v1/kubernetes/external-clusters | jq '.items | length'

Step 2: Install the CAST AI Agent via Helm

# Add the CAST AI Helm repository
helm repo add castai-helm https://castai.github.io/helm-charts
helm repo update

# Install the read-only monitoring agent (Phase 1)
helm upgrade --install castai-agent castai-helm/castai-agent \
  -n castai-agent --create-namespace \
  --set apiKey="${CASTAI_API_KEY}" \
  --set provider="eks"  # eks | gke | aks

kubectl get pods -n castai-agent

Step 3: Enable Full Automation (Phase 2)

export CASTAI_CLUSTER_ID="your-cluster-id"

# Cluster controller -- manages node lifecycle
helm upgrade --install cluster-controller castai-helm/castai-cluster-controller \
  -n castai-agent \
  --set castai.apiKey="${CASTAI_API_KEY}" \
  --set castai.clusterID="${CASTAI_CLUSTER_ID}"

# Evictor -- consolidates underutilized nodes
helm upgrade --install castai-evictor castai-helm/castai-evictor \
  -n castai-agent \
  --set castai.apiKey="${CASTAI_API_KEY}" \
  --set castai.clusterID="${CASTAI_CLUSTER_ID}"

# Spot handler -- graceful spot instance interruption
helm upgrade --install castai-spot-handler castai-helm/castai-spot-handler \
  -n castai-agent \
  --set castai.provider="eks" \
  --set castai.clusterID="${CASTAI_CLUSTER_ID}"

Step 4: Terraform Provider (Alternative)

terraform {
  required_providers {
    castai = {
      source  = "castai/castai"
      version = "~> 7.0"
    }
  }
}

provider "castai" {
  api_token = var.castai_api_token
}

variable "castai_api_token" {
  type      = string
  sensitive = true
}

resource "castai_eks_cluster" "this" {
  account_id = data.aws_caller_identity.current.account_id
  region     = var.aws_region
  name       = var.cluster_name
}

Step 5: Verify Connection

curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  "https://api.cast.ai/v1/kubernetes/external-clusters/${CASTAI_CLUSTER_ID}" \
  | jq '{name: .name, status: .status, agentStatus: .agentStatus}'
# => { "name": "my-cluster", "status": "ready", "agentStatus": "online" }

Error Handling

Error Cause Solution
401 Unauthorized Invalid or expired API key Regenerate at console.cast.ai > API
403 Forbidden Key lacks permissions Use Full Access key for write operations
Agent CrashLoopBackOff RBAC misconfiguration Check kubectl logs -n castai-agent
cluster not found Wrong cluster ID Verify ID at console.cast.ai > Clusters
Helm chart not found Repo not added Run helm repo add castai-helm ...

Resources

Next Steps

Proceed to castai-hello-world to query cluster savings and node status.

信息
Category 硬件工程
Name castai-install-auth
版本 v20260423
大小 4.35KB
更新时间 2026-04-27
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