CAST AI · Schema

CAST AI Workload

A Workload represents a Kubernetes workload monitored by CAST AI for optimization, including resource requests and recommendations.

AutoscalingCloud InfrastructureCost OptimizationDevOpsFinOpsKubernetesObservability

Properties

Name Type Description
id string Unique identifier for the workload.
clusterId string ID of the cluster the workload belongs to.
namespace string Kubernetes namespace of the workload.
name string Name of the workload.
type string Kubernetes workload type.
containers array Containers within the workload.
View JSON Schema on GitHub

JSON Schema

workload.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://github.com/api-evangelist/cast-ai/blob/main/json-schema/workload.json",
  "title": "CAST AI Workload",
  "description": "A Workload represents a Kubernetes workload monitored by CAST AI for optimization, including resource requests and recommendations.",
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "format": "uuid",
      "description": "Unique identifier for the workload."
    },
    "clusterId": {
      "type": "string",
      "format": "uuid",
      "description": "ID of the cluster the workload belongs to."
    },
    "namespace": {
      "type": "string",
      "description": "Kubernetes namespace of the workload."
    },
    "name": {
      "type": "string",
      "description": "Name of the workload."
    },
    "type": {
      "type": "string",
      "enum": [
        "Deployment",
        "StatefulSet",
        "DaemonSet",
        "Job",
        "CronJob"
      ],
      "description": "Kubernetes workload type."
    },
    "containers": {
      "type": "array",
      "description": "Containers within the workload.",
      "items": {
        "type": "object",
        "properties": {
          "name": {
            "type": "string",
            "description": "Name of the container."
          },
          "requests": {
            "type": "object",
            "description": "Current resource requests for the container.",
            "properties": {
              "cpu": {
                "type": "string",
                "description": "CPU resource request (e.g., 100m, 1)."
              },
              "memory": {
                "type": "string",
                "description": "Memory resource request (e.g., 128Mi, 1Gi)."
              }
            }
          },
          "recommendations": {
            "type": "object",
            "description": "CAST AI recommended resource values for the container.",
            "properties": {
              "cpu": {
                "type": "string",
                "description": "Recommended CPU resource request."
              },
              "memory": {
                "type": "string",
                "description": "Recommended memory resource request."
              }
            }
          }
        }
      }
    }
  }
}