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Python

"""
cAIc — Cluster protocol implementation.
Maintains node registry, event log, coordinator state, and ping-based health checks.
"""
import asyncio
import logging
import uuid
from collections import deque
from datetime import datetime, timezone
from amqp import publish, subscribe
from config import AMQP_EXCHANGE_ADMIN, AMQP_EXCHANGE_SYSTEM
log = logging.getLogger("caic")
CLUSTER_NODES: dict[str, dict] = {}
CLUSTER_EVENTS: deque = deque(maxlen=1000)
CLUSTER_COORDINATOR: str | None = None
_pending_pings: dict[str, tuple[str, asyncio.Event]] = {}
NODE_NAME: str = "ultron"
PING_TIMEOUT: float = 5.0
def _push_event(category: str, severity: str, node_name: str | None, message: str, details: dict | None = None) -> dict:
record = {
"category": category,
"severity": severity,
"node": node_name,
"message": message,
"details": details or {},
"timestamp": datetime.now(timezone.utc).isoformat() + "Z",
}
CLUSTER_EVENTS.append(record)
level = {"info": logging.INFO, "warn": logging.WARNING, "error": logging.ERROR, "critical": logging.CRITICAL}.get(severity, logging.INFO)
log.log(level, "[cluster] %s: %s", node_name or "system", message)
return record
async def handle_registration(exchange: str, routing_key: str, payload: dict) -> None:
global CLUSTER_COORDINATOR
node_name = payload.get("node_name", routing_key.split(".")[1] if "." in routing_key else "unknown")
node_type = payload.get("node_type", "worker")
if node_name in CLUSTER_NODES:
_push_event("cluster", "warn", node_name, "Duplicate registration rejected")
await publish(AMQP_EXCHANGE_ADMIN, f"node.{node_name}.rejected", {
"from": NODE_NAME, "node_name": node_name, "type": "rejected",
"reason": "duplicate_node_name",
"timestamp": datetime.now(timezone.utc).isoformat() + "Z",
})
return
if "node_type" not in payload or "capabilities" not in payload:
_push_event("cluster", "warn", node_name, "Malformed registration rejected")
await publish(AMQP_EXCHANGE_ADMIN, f"node.{node_name}.rejected", {
"from": NODE_NAME, "node_name": node_name, "type": "rejected",
"reason": "malformed_payload",
"timestamp": datetime.now(timezone.utc).isoformat() + "Z",
})
return
now = datetime.now(timezone.utc).isoformat() + "Z"
node = {
"name": node_name,
"type": node_type,
"status": "active",
"ip": payload.get("ip"),
"capabilities": payload.get("capabilities", []),
"active_model": payload.get("active_model"),
"inventory": payload.get("inventory", []),
"load": payload.get("load"),
"registered_at": now,
"last_seen": now,
}
CLUSTER_NODES[node_name] = node
_push_event("cluster", "info", node_name, f"Node registered (type={node_type})")
await publish(AMQP_EXCHANGE_ADMIN, f"node.{node_name}.admitted", {
"from": NODE_NAME, "node_name": node_name, "type": "admitted",
"coordinator": CLUSTER_COORDINATOR,
"timestamp": now,
})
if node_type == "coordinator" and CLUSTER_COORDINATOR is None:
CLUSTER_COORDINATOR = node_name
_push_event("cluster", "info", node_name, "Elected as coordinator")
await publish(AMQP_EXCHANGE_SYSTEM, "cluster.coordinator.response", {
"from": NODE_NAME, "type": "coord_response",
"coordinator": node_name, "nodes": list(CLUSTER_NODES.keys()),
"timestamp": now,
})
async def handle_deregistration(exchange: str, routing_key: str, payload: dict) -> None:
global CLUSTER_COORDINATOR
node_name = payload.get("node_name", routing_key.split(".")[1] if "." in routing_key else "unknown")
removed = CLUSTER_NODES.pop(node_name, None)
if not removed:
log.warning("[cluster] deregistration for unknown node %s", node_name)
return
_push_event("cluster", "info", node_name, "Node deregistered")
if CLUSTER_COORDINATOR == node_name:
CLUSTER_COORDINATOR = None
_push_event("cluster", "warn", node_name, "Coordinator deregistered — no coordinator active")
async def handle_pong(exchange: str, routing_key: str, payload: dict) -> None:
node_name = payload.get("node_name", routing_key.split(".")[1] if "." in routing_key else "unknown")
correlation_id = payload.get("correlation_id")
if correlation_id and correlation_id in _pending_pings:
_, event = _pending_pings.pop(correlation_id)
event.set()
if node_name in CLUSTER_NODES:
now = datetime.now(timezone.utc).isoformat() + "Z"
CLUSTER_NODES[node_name]["last_seen"] = now
if "status" in payload:
CLUSTER_NODES[node_name]["status"] = payload["status"]
if "active_model" in payload:
CLUSTER_NODES[node_name]["active_model"] = payload["active_model"]
if "load" in payload:
CLUSTER_NODES[node_name]["load"] = payload["load"]
else:
log.warning("[cluster] pong from unknown node %s", node_name)
async def handle_event(exchange: str, routing_key: str, payload: dict) -> None:
node_name = payload.get("node_name", routing_key.split(".")[1] if "." in routing_key else "unknown")
severity = payload.get("severity", "info")
message = payload.get("message", "")
details = payload.get("details")
_push_event("application", severity, node_name, message, details)
async def handle_coordinator_query(exchange: str, routing_key: str, payload: dict) -> None:
if CLUSTER_COORDINATOR is None:
return
now = datetime.now(timezone.utc).isoformat() + "Z"
await publish(AMQP_EXCHANGE_SYSTEM, "cluster.coordinator.response", {
"from": NODE_NAME, "type": "coord_response",
"coordinator": CLUSTER_COORDINATOR,
"nodes": list(CLUSTER_NODES.keys()),
"timestamp": now,
})
async def ping_node(node_name: str) -> bool:
global CLUSTER_COORDINATOR
if node_name not in CLUSTER_NODES:
return False
correlation_id = str(uuid.uuid4())
event = asyncio.Event()
_pending_pings[correlation_id] = (node_name, event)
now = datetime.now(timezone.utc).isoformat() + "Z"
await publish(AMQP_EXCHANGE_ADMIN, f"node.{node_name}.ping", {
"from": NODE_NAME, "node_name": node_name, "type": "ping",
"correlation_id": correlation_id, "timestamp": now,
})
try:
await asyncio.wait_for(event.wait(), timeout=PING_TIMEOUT)
return True
except asyncio.TimeoutError:
_pending_pings.pop(correlation_id, None)
CLUSTER_NODES.pop(node_name, None)
_push_event("cluster", "warn", node_name, "Node unresponsive — deregistered after ping timeout")
if CLUSTER_COORDINATOR == node_name:
CLUSTER_COORDINATOR = None
_push_event("cluster", "warn", node_name, "Coordinator unresponsive — no coordinator active")
return False
async def request_model_swap(node_name: str, model_filename: str) -> bool:
"""Request a worker node to swap its active model."""
if node_name not in CLUSTER_NODES:
log.warning("request_model_swap: unknown node %s", node_name)
return False
CLUSTER_NODES[node_name]["status"] = "swapping"
_push_event("cluster", "info", node_name, f"Model swap requested: {model_filename}")
now = datetime.now(timezone.utc).isoformat() + "Z"
await publish(AMQP_EXCHANGE_ADMIN, f"node.{node_name}.cmd.swap_model", {
"model_filename": model_filename,
"requested_at": now,
})
return True
async def handle_model_ready(exchange: str, routing_key: str, payload: dict) -> None:
node_name = payload.get("node_name", routing_key.split(".")[1] if "." in routing_key else "unknown")
model_filename = payload.get("active_model")
port = payload.get("port", 8081)
if node_name not in CLUSTER_NODES:
log.warning("handle_model_ready: unknown node %s", node_name)
return
inventory = CLUSTER_NODES[node_name].get("inventory") or []
model_info = None
for inv in inventory:
if inv.get("filename") == model_filename:
model_info = {**inv, "port": port}
break
if model_info is None:
model_info = {"filename": model_filename, "port": port}
now = datetime.now(timezone.utc).isoformat() + "Z"
CLUSTER_NODES[node_name]["active_model"] = model_info
CLUSTER_NODES[node_name]["status"] = "active"
CLUSTER_NODES[node_name]["last_seen"] = now
_push_event("cluster", "info", node_name, f"Model swap complete: {model_filename}")
async def handle_heartbeat(exchange: str, routing_key: str, payload: dict) -> None:
node_name = payload.get("node_name", routing_key.split(".")[1] if "." in routing_key else "unknown")
if node_name not in CLUSTER_NODES:
log.warning("heartbeat from unknown node %s — ignore, full registration required", node_name)
return
now = datetime.now(timezone.utc).isoformat() + "Z"
CLUSTER_NODES[node_name]["last_seen"] = now
async def handle_model_failed(exchange: str, routing_key: str, payload: dict) -> None:
node_name = payload.get("node_name", routing_key.split(".")[1] if "." in routing_key else "unknown")
error = payload.get("error", "unknown error")
if node_name not in CLUSTER_NODES:
log.warning("handle_model_failed: unknown node %s", node_name)
return
CLUSTER_NODES[node_name]["status"] = "error"
_push_event("cluster", "error", node_name, f"Model swap failed: {error}")
SUBSCRIBE_TABLE = [
(AMQP_EXCHANGE_ADMIN, ["node.*.register"], handle_registration),
(AMQP_EXCHANGE_ADMIN, ["node.*.deregister"], handle_deregistration),
(AMQP_EXCHANGE_ADMIN, ["node.*.pong"], handle_pong),
(AMQP_EXCHANGE_SYSTEM, ["node.*.event"], handle_event),
(AMQP_EXCHANGE_SYSTEM, ["cluster.coordinator.query"], handle_coordinator_query),
(AMQP_EXCHANGE_SYSTEM, ["node.*.heartbeat"], handle_heartbeat),
(AMQP_EXCHANGE_SYSTEM, ["node.*.model_ready"], handle_model_ready),
(AMQP_EXCHANGE_SYSTEM, ["node.*.model_failed"], handle_model_failed),
]
async def start_cluster_subscriptions() -> None:
for exchange, routing_keys, handler in SUBSCRIBE_TABLE:
await subscribe(exchange, routing_keys, handler)
log.info("cluster subscriptions started")