Unified Cloud Graph

The unified cloud graph is the core of Orcaopta. It merges all cloud systems into a single global topology.

Sources Included

OpenStack

• Servers
• Networks
• Ports
• Routers
• Volumes
• Security groups

OVN / Neutron

• Logical switches
• Logical routers
• ACLs
• Routes

Ceph

• Pools
• PG health
• Usage metrics

Kubernetes

• Namespaces
• Pods
• RBAC roles
• PodSecurity labels
• NetworkPolicies

Terraform

• Drift detection
• Planned deletes
• Public exposure
• Missing tags

Machine Learning

• Anomaly scores
• Forecasts
• Autoscaling signals

Reinforcement Learning

• Autoscaling actions
• Resource optimization actions
• Reward signals

Example Usage

graph = build_cloud_graph()
plan = ai_self_heal_plan([{"cloud_graph": graph}])