P2.2+P2.3: NATS offload node-worker + router offload integration
Node Worker (services/node-worker/):
- NATS subscriber for node.{NODE_ID}.llm.request / vision.request
- Canonical JobRequest/JobResponse envelope (Pydantic)
- Idempotency cache (TTL 10min) with inflight dedup
- Deadline enforcement (DEADLINE_EXCEEDED on expired jobs)
- Concurrency limiter (semaphore, returns busy)
- Ollama + Swapper vision providers
Router offload (services/router/offload_client.py):
- NATS req/reply with configurable retries
- Circuit breaker per node+type (3 fails/60s → open 120s)
- Concurrency semaphore for remote requests
Model selection (services/router/model_select.py):
- exclude_nodes parameter for circuit-broken nodes
- force_local flag for fallback re-selection
- Integrated circuit breaker state awareness
Router /infer pipeline:
- Remote offload path when NCS selects remote node
- Automatic fallback: exclude failed node → force_local re-select
- Deadline propagation from router to node-worker
Tests: 17 unit tests (idempotency, deadline, circuit breaker)
Docs: ops/offload_routing.md (subjects, envelope, verification)
Made-with: Cursor
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153
services/router/offload_client.py
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153
services/router/offload_client.py
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"""NATS offload client — sends inference requests to remote nodes with
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circuit breaker, retries, and deadline enforcement."""
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import asyncio
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import json
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import logging
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import os
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import time
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from typing import Any, Dict, Literal, Optional, Set
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logger = logging.getLogger("offload_client")
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CB_FAILS = int(os.getenv("ROUTER_OFFLOAD_CB_FAILS", "3"))
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CB_WINDOW_S = int(os.getenv("ROUTER_OFFLOAD_CB_WINDOW_S", "60"))
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CB_OPEN_S = int(os.getenv("ROUTER_OFFLOAD_CB_OPEN_S", "120"))
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MAX_RETRIES = int(os.getenv("ROUTER_OFFLOAD_RETRIES", "1"))
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MAX_CONCURRENCY = int(os.getenv("ROUTER_OFFLOAD_MAX_CONCURRENCY_REMOTE", "8"))
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_semaphore: Optional[asyncio.Semaphore] = None
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_breakers: Dict[str, Dict[str, Any]] = {}
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def _get_semaphore() -> asyncio.Semaphore:
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global _semaphore
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if _semaphore is None:
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_semaphore = asyncio.Semaphore(MAX_CONCURRENCY)
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return _semaphore
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def _breaker_key(node_id: str, req_type: str) -> str:
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return f"{node_id}:{req_type}"
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def is_node_available(node_id: str, req_type: str) -> bool:
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key = _breaker_key(node_id, req_type)
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state = _breakers.get(key)
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if not state:
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return True
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open_until = state.get("open_until", 0)
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if open_until > time.time():
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return False
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if open_until > 0 and open_until <= time.time():
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return True
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now = time.time()
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window_start = now - CB_WINDOW_S
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recent = [t for t in state.get("failures", []) if t > window_start]
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state["failures"] = recent
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return len(recent) < CB_FAILS
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def record_failure(node_id: str, req_type: str):
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key = _breaker_key(node_id, req_type)
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state = _breakers.setdefault(key, {"failures": [], "open_until": 0})
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state["failures"].append(time.time())
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window_start = time.time() - CB_WINDOW_S
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recent = [t for t in state["failures"] if t > window_start]
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state["failures"] = recent
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if len(recent) >= CB_FAILS:
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state["open_until"] = time.time() + CB_OPEN_S
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logger.warning(f"Circuit OPEN: {key} ({len(recent)} failures in {CB_WINDOW_S}s, open for {CB_OPEN_S}s)")
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def record_success(node_id: str, req_type: str):
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key = _breaker_key(node_id, req_type)
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state = _breakers.get(key)
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if state:
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state["failures"] = []
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state["open_until"] = 0
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def get_unavailable_nodes(req_type: str) -> Set[str]:
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result = set()
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for key, state in _breakers.items():
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if not key.endswith(f":{req_type}"):
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continue
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nid = key.rsplit(":", 1)[0]
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if not is_node_available(nid, req_type):
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result.add(nid)
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return result
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async def offload_infer(
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nats_client,
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node_id: str,
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required_type: Literal["llm", "vision", "stt", "tts"],
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job_payload: Dict[str, Any],
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timeout_ms: int = 25000,
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) -> Optional[Dict[str, Any]]:
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"""Send inference job to remote node via NATS request/reply.
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Returns parsed JobResponse dict or None on total failure.
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Retries on transient errors (timeout, busy). Does NOT retry on provider errors.
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"""
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subject = f"node.{node_id.lower()}.{required_type}.request"
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payload_bytes = json.dumps(job_payload).encode()
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sem = _get_semaphore()
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for attempt in range(1 + MAX_RETRIES):
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timeout_s = timeout_ms / 1000.0
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if timeout_s <= 0:
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logger.warning(f"[offload] deadline exhausted before attempt {attempt}")
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return None
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t0 = time.time()
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try:
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async with sem:
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logger.info(
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f"[offload.start] node={node_id} subj={subject} "
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f"timeout={timeout_ms}ms attempt={attempt}"
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)
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msg = await nats_client.request(subject, payload_bytes, timeout=timeout_s)
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resp = json.loads(msg.data)
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latency = int((time.time() - t0) * 1000)
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status = resp.get("status", "error")
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if status == "ok":
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record_success(node_id, required_type)
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logger.info(
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f"[offload.done] node={node_id} status=ok latency={latency}ms "
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f"provider={resp.get('provider')} model={resp.get('model')} "
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f"cached={resp.get('cached', False)}"
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)
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return resp
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if status in ("timeout", "busy") and attempt < MAX_RETRIES:
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elapsed = int((time.time() - t0) * 1000)
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timeout_ms -= elapsed
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logger.warning(f"[offload.retry] node={node_id} status={status} → retry {attempt+1}")
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continue
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record_failure(node_id, required_type)
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logger.warning(
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f"[offload.fail] node={node_id} status={status} "
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f"error={resp.get('error', {}).get('code', '?')}"
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)
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return resp
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except asyncio.TimeoutError:
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record_failure(node_id, required_type)
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elapsed = int((time.time() - t0) * 1000)
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timeout_ms -= elapsed
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if attempt < MAX_RETRIES:
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logger.warning(f"[offload.timeout] node={node_id} {elapsed}ms → retry {attempt+1}")
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continue
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logger.warning(f"[offload.timeout] node={node_id} all retries exhausted")
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return None
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except Exception as e:
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record_failure(node_id, required_type)
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logger.warning(f"[offload.error] node={node_id} {e}")
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return None
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return None
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