技能 硬件工程 查询CAST AI集群和成本报告

查询CAST AI集群和成本报告

v20260423
castai-hello-world
该技能提供了一套完整的API调用流程,用户可以通过`curl`命令与CAST AI平台交互。它可以用于列出所有连接的Kubernetes集群、获取详细的成本节省报告,并检查集群节点库存。适用于环境连接验证、云成本审计以及资源状态监控。
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概览

CAST AI Hello World

Overview

First API calls against the CAST AI REST API: list connected clusters, retrieve the savings report, and inspect node inventory. All examples use curl with the X-API-Key header -- no SDK required.

Prerequisites

  • Completed castai-install-auth setup
  • CASTAI_API_KEY environment variable set
  • At least one cluster connected to CAST AI

Instructions

Step 1: List Connected Clusters

curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  https://api.cast.ai/v1/kubernetes/external-clusters \
  | jq '.items[] | {id, name, status, providerType}'

Expected output:

{
  "id": "abc123-def456",
  "name": "production-eks",
  "status": "ready",
  "providerType": "eks"
}

Step 2: Get Cluster Savings Report

export CASTAI_CLUSTER_ID="your-cluster-id"

# Current month savings
curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  "https://api.cast.ai/v1/kubernetes/clusters/${CASTAI_CLUSTER_ID}/savings" \
  | jq '{
    monthlySavings: .monthlySavings,
    savingsPercentage: .savingsPercentage,
    currentCost: .currentMonthlyCost,
    optimizedCost: .optimizedMonthlyCost
  }'

Step 3: List Cluster Nodes

curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  "https://api.cast.ai/v1/kubernetes/external-clusters/${CASTAI_CLUSTER_ID}/nodes" \
  | jq '.items[] | {
    name: .name,
    instanceType: .instanceType,
    lifecycle: .lifecycle,
    cpu: .allocatableCpu,
    memory: .allocatableMemory,
    zone: .zone
  }'

Step 4: Check Autoscaler Policies

curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  "https://api.cast.ai/v1/kubernetes/clusters/${CASTAI_CLUSTER_ID}/policies" \
  | jq '{
    enabled: .enabled,
    unschedulablePods: .unschedulablePods.enabled,
    nodeDownscaler: .nodeDownscaler.enabled,
    spotInstances: .spotInstances.enabled
  }'

Output

  • List of connected clusters with IDs and status
  • Monthly savings report with before/after cost
  • Node inventory with instance types and lifecycle (spot vs on-demand)
  • Autoscaler policy status

Error Handling

Error Cause Solution
401 Unauthorized Bad API key Regenerate at console.cast.ai
404 Not Found Wrong cluster ID List clusters first to get correct ID
Empty items array No clusters connected Run castai-install-auth to onboard
agentStatus: offline Agent not running Check kubectl get pods -n castai-agent

Resources

Next Steps

Proceed to castai-local-dev-loop to set up a development workflow.

信息
Category 硬件工程
Name castai-hello-world
版本 v20260423
大小 3.24KB
更新时间 2026-04-27
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