Adds a NATS JetStream consumer to ml/serving so the feature pipeline can react to events without the API triggering every read. - nats_consumer.py: durable push consumers for signals.> and feedback.> streams; acks on success, naks for redeliver, up to NATS_MAX_DELIVER attempts; per-consumer health state (last_msg_ts, processed, errors) - main.py: FastAPI lifespan wires start/stop; /health exposes nats state - requirements.txt: adds nats-py>=2.9.0 - Dockerfile.ml: copy all *.py from ml/serving (was missing prompts.py) Handled subjects: signals.task.synced → writes per-user sync metadata to STATE_DIR signals.tip.feedback → logged for observability (reward via HTTP path) Config: NATS_URL (empty = disabled), NATS_DURABLE_PREFIX, NATS_MAX_DELIVER Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
149 lines
5.3 KiB
Python
149 lines
5.3 KiB
Python
"""
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JetStream durable consumers for ml/serving.
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Streams:
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signals (subjects: signals.>) — durable: {prefix}-signals
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feedback (subjects: feedback.>) — durable: {prefix}-feedback
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Handled subjects:
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signals.task.synced → write per-user sync metadata to STATE_DIR
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signals.tip.feedback → log for observability (reward is applied via HTTP path)
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Config (env vars):
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NATS_URL — broker URL; empty = consumers disabled (default: "")
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NATS_DURABLE_PREFIX — prefix for durable consumer names (default: "feature-pipeline")
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NATS_MAX_DELIVER — max redelivery attempts before dropping (default: 5)
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"""
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from __future__ import annotations
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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 pathlib import Path
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from typing import Optional
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logger = logging.getLogger(__name__)
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NATS_URL = os.getenv("NATS_URL", "")
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NATS_DURABLE_PREFIX = os.getenv("NATS_DURABLE_PREFIX", "feature-pipeline")
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NATS_MAX_DELIVER = int(os.getenv("NATS_MAX_DELIVER", "5"))
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# Exposed to /health
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consumer_health: dict[str, dict] = {
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"signals": {"last_msg_ts": None, "processed": 0, "errors": 0},
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"feedback": {"last_msg_ts": None, "processed": 0, "errors": 0},
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}
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_nc = None # nats.aio.Client
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_subs: list = [] # active JetStream subscriptions
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# ── Subject handlers ───────────────────────────────────────────────────────
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def _sync_meta_path(state_dir: Path, user_id: str) -> Path:
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safe = "".join(c if c.isalnum() else "_" for c in user_id)
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return state_dir / f"{safe}_sync.json"
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async def _handle(subject: str, payload: dict, state_dir: Path) -> None:
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if subject == "signals.task.synced":
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user_id = payload.get("userId", "")
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if user_id:
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p = _sync_meta_path(state_dir, user_id)
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p.write_text(json.dumps({
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"last_sync_ts": payload.get("syncedAt") or time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()),
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"task_count": payload.get("count", 0),
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}))
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logger.info("[nats] task_synced user=%s count=%s", user_id, payload.get("count"))
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elif subject == "signals.tip.feedback":
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logger.info(
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"[nats] tip_feedback user=%s tip=%s action=%s reward=%s",
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payload.get("userId"), payload.get("tipId"),
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payload.get("action"), payload.get("reward"),
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)
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else:
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logger.debug("[nats] unhandled subject=%s", subject)
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# ── Consumer factory ───────────────────────────────────────────────────────
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def _make_handler(key: str, state_dir: Path):
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"""Return an async push-consumer callback that acks on success, naks on error."""
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async def handler(msg) -> None:
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consumer_health[key]["last_msg_ts"] = time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime())
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try:
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payload = json.loads(msg.data)
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await _handle(msg.subject, payload, state_dir)
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await msg.ack()
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consumer_health[key]["processed"] += 1
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except Exception as exc:
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consumer_health[key]["errors"] += 1
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logger.warning("[nats] processing error key=%s subject=%s: %s", key, msg.subject, exc)
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await msg.nak()
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return handler
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# ── Lifecycle ──────────────────────────────────────────────────────────────
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async def start(state_dir: Path) -> None:
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"""Connect to NATS and register durable push consumers. No-op if NATS_URL is unset."""
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global _nc
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if not NATS_URL:
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logger.info("[nats] NATS_URL unset — JetStream consumers disabled")
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return
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try:
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import nats as nats_lib
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from nats.js.api import ConsumerConfig, AckPolicy
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_nc = await nats_lib.connect(
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NATS_URL,
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name="ml-serving",
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reconnect_time_wait=5,
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max_reconnect_attempts=-1,
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)
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js = _nc.jetstream()
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logger.info("[nats] connected to %s", NATS_URL)
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except Exception as exc:
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logger.warning("[nats] connection failed: %s — consumers disabled", exc)
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_nc = None
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return
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config = ConsumerConfig(
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ack_policy=AckPolicy.EXPLICIT,
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max_deliver=NATS_MAX_DELIVER,
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)
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for key, subject in [("signals", "signals.>"), ("feedback", "feedback.>")]:
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durable = f"{NATS_DURABLE_PREFIX}-{key}"
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try:
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sub = await js.subscribe(
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subject,
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durable=durable,
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cb=_make_handler(key, state_dir),
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config=config,
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)
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_subs.append(sub)
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logger.info("[nats] subscribed subject=%s durable=%s", subject, durable)
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except Exception as exc:
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logger.warning("[nats] subscribe failed key=%s: %s", key, exc)
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async def stop() -> None:
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"""Drain subscriptions and close NATS connection."""
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global _nc
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for sub in _subs:
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try:
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await sub.unsubscribe()
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except Exception:
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pass
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_subs.clear()
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if _nc:
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try:
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await _nc.drain()
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except Exception:
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pass
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_nc = None
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logger.info("[nats] disconnected")
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