ScaleOps Workload

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/scaleops/main/json-schema/scaleops-workload-schema.json",
  "title": "ScaleOps Workload",
  "description": "A Kubernetes workload managed by ScaleOps for autonomous resource optimization",
  "type": "object",
  "required": ["name", "namespace", "kind"],
  "properties": {
    "name": {
      "type": "string",
      "description": "Workload name (Kubernetes resource name)"
    },
    "namespace": {
      "type": "string",
      "description": "Kubernetes namespace containing the workload"
    },
    "kind": {
      "type": "string",
      "enum": ["Deployment", "StatefulSet", "DaemonSet", "Job", "CronJob"],
      "description": "Kubernetes workload type"
    },
    "cluster": {
      "type": "string",
      "description": "Kubernetes cluster identifier"
    },
    "containers": {
      "type": "array",
      "description": "Container configurations within the workload",
      "items": {
        "type": "object",
        "properties": {
          "name": {
            "type": "string",
            "description": "Container name"
          },
          "current_resources": {
            "type": "object",
            "description": "Current resource configuration",
            "properties": {
              "requests": {
                "type": "object",
                "properties": {
                  "cpu": {
                    "type": "string",
                    "description": "CPU request (e.g., 100m, 0.5)"
                  },
                  "memory": {
                    "type": "string",
                    "description": "Memory request (e.g., 128Mi, 1Gi)"
                  }
                }
              },
              "limits": {
                "type": "object",
                "properties": {
                  "cpu": {
                    "type": "string"
                  },
                  "memory": {
                    "type": "string"
                  }
                }
              }
            }
          },
          "recommended_resources": {
            "type": "object",
            "description": "ScaleOps recommended resource configuration",
            "properties": {
              "requests": {
                "type": "object",
                "properties": {
                  "cpu": {
                    "type": "string"
                  },
                  "memory": {
                    "type": "string"
                  }
                }
              },
              "limits": {
                "type": "object",
                "properties": {
                  "cpu": {
                    "type": "string"
                  },
                  "memory": {
                    "type": "string"
                  }
                }
              }
            }
          },
          "actual_usage": {
            "type": "object",
            "description": "Observed actual resource usage",
            "properties": {
              "cpu_avg": {
                "type": "string",
                "description": "Average CPU usage"
              },
              "cpu_p95": {
                "type": "string",
                "description": "95th percentile CPU usage"
              },
              "memory_avg": {
                "type": "string"
              },
              "memory_p95": {
                "type": "string"
              }
            }
          }
        }
      }
    },
    "replicas": {
      "type": "object",
      "description": "Replica scaling configuration",
      "properties": {
        "current": {
          "type": "integer",
          "minimum": 0
        },
        "recommended": {
          "type": "integer",
          "minimum": 0
        },
        "min": {
          "type": "integer",
          "minimum": 0
        },
        "max": {
          "type": "integer",
          "minimum": 1
        }
      }
    },
    "optimization_status": {
      "type": "string",
      "enum": ["optimized", "pending", "not_applicable", "excluded"],
      "description": "Current ScaleOps optimization status"
    },
    "monthly_cost_current": {
      "type": "number",
      "description": "Current estimated monthly cost in USD"
    },
    "monthly_cost_optimized": {
      "type": "number",
      "description": "Estimated monthly cost after optimization in USD"
    },
    "monthly_savings": {
      "type": "number",
      "description": "Estimated monthly savings from optimization in USD"
    }
  }
}