ScaleOps · JSON Structure

Scaleops Workload Structure

Structure of a Kubernetes workload managed by ScaleOps for autonomous resource optimization

Type: Properties: 0
AzureCost OptimizationFinOpsGCPHelmKubernetesResource Management

ScaleOps Workload is a JSON Structure definition published by ScaleOps.

Meta-schema:

JSON Structure

scaleops-workload-structure.json Raw ↑
{
  "name": "ScaleOps Workload",
  "description": "Structure of a Kubernetes workload managed by ScaleOps for autonomous resource optimization",
  "fields": [
    {
      "name": "name",
      "type": "string",
      "description": "Kubernetes resource name",
      "required": true
    },
    {
      "name": "namespace",
      "type": "string",
      "description": "Kubernetes namespace",
      "required": true
    },
    {
      "name": "kind",
      "type": "enum",
      "values": ["Deployment", "StatefulSet", "DaemonSet", "Job", "CronJob"],
      "required": true
    },
    {
      "name": "cluster",
      "type": "string",
      "description": "Cluster identifier"
    },
    {
      "name": "containers",
      "type": "array",
      "description": "Container configurations",
      "itemType": {
        "name": "Container",
        "fields": [
          {"name": "name", "type": "string"},
          {
            "name": "current_resources",
            "type": "object",
            "fields": [
              {
                "name": "requests",
                "type": "object",
                "fields": [
                  {"name": "cpu", "type": "string"},
                  {"name": "memory", "type": "string"}
                ]
              },
              {
                "name": "limits",
                "type": "object",
                "fields": [
                  {"name": "cpu", "type": "string"},
                  {"name": "memory", "type": "string"}
                ]
              }
            ]
          },
          {
            "name": "recommended_resources",
            "type": "object",
            "description": "ScaleOps recommended values"
          },
          {
            "name": "actual_usage",
            "type": "object",
            "fields": [
              {"name": "cpu_avg", "type": "string"},
              {"name": "cpu_p95", "type": "string"},
              {"name": "memory_avg", "type": "string"},
              {"name": "memory_p95", "type": "string"}
            ]
          }
        ]
      }
    },
    {
      "name": "replicas",
      "type": "object",
      "fields": [
        {"name": "current", "type": "integer"},
        {"name": "recommended", "type": "integer"},
        {"name": "min", "type": "integer"},
        {"name": "max", "type": "integer"}
      ]
    },
    {
      "name": "optimization_status",
      "type": "enum",
      "values": ["optimized", "pending", "not_applicable", "excluded"]
    },
    {
      "name": "monthly_cost_current",
      "type": "number",
      "description": "Current monthly cost (USD)"
    },
    {
      "name": "monthly_cost_optimized",
      "type": "number",
      "description": "Optimized monthly cost (USD)"
    },
    {
      "name": "monthly_savings",
      "type": "number",
      "description": "Monthly savings from optimization (USD)"
    }
  ]
}

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