Deployment & Scaling

Kubernetes Deployment

Here's a revised YAML configuration for the Deployment:

apiVersion: apps/v1
kind: Deployment
metadata:
  name: compi-agent-swarm
spec:
  replicas: 3
  selector:
    matchLabels:
      app: compi-agents
  template:
    metadata:
      labels:
        app: compi-agents
    spec:
      containers:
      - name: lyra-agent
        image: compi/lyra-agent:latest
        resources:
          requests:
            memory: "512Mi"
            cpu: "250m"
          limits:
            memory: "1Gi"
            cpu: "500m"
        env:
        - name: AGENT_TYPE
          value: "whale_scanner"
        - name: HELIUS_API_KEY
          valueFrom:
            secretKeyRef:
              name: compi-secrets
              key: helius-key
      - name: aria-agent
        image: compi/aria-agent:latest
        resources:
          requests:
            memory: "512Mi"
            cpu: "250m"
          limits:
            memory: "1Gi"
            cpu: "500m"
      - name: clara-agent
        image: compi/clara-agent:latest
        resources:
          requests:
            memory: "512Mi"
            cpu: "250m"
          limits:
            memory: "1Gi"
            cpu: "500m"

This configuration should deploy your Kubernetes pods properly. Make sure that the compi-secrets secret exists in your namespace for the environment variable to be set correctly.

Auto-Scaling Configuration

class AgentSwarmAutoscaler:
    def __init__(self):
        self.metrics_collector = MetricsCollector()
        self.kubernetes_client = KubernetesClient()

    async def scale_based_on_demand(self):
        """
        Auto-scale agent pods based on analysis demand
        """
        current_metrics = await self.metrics_collector.get_current_load()

        if current_metrics['queue_depth'] > 100:
            await self.kubernetes_client.scale_deployment(
                'compi-agent-swarm',
                replicas=min(10, current_metrics['queue_depth'] // 50)
            )
        elif current_metrics['queue_depth'] < 10:
            await self.kubernetes_client.scale_deployment(
                'compi-agent-swarm',
                replicas=max(1, current_metrics['queue_depth'] // 10)
            )