{ "$schema": "https://json-schema.org/draft/2020-12/schema", "$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" } } }