"""Recommendation worker entrypoint - polls Redis for recommendation jobs.""" from __future__ import annotations import asyncio import json import logging import asyncpg from minio import Minio from services.recommendation.worker import generate_recommendation from services.shared.config import load_config from services.shared.logging import setup_logging from services.shared.redis_keys import QUEUE_RECOMMENDATION, queue_key logger = logging.getLogger("recommendation_main") async def main() -> None: config = load_config() setup_logging("recommendation", level=config.log_level, json_output=config.json_logs) pool = await asyncpg.create_pool(dsn=config.postgres.dsn, min_size=2, max_size=8) minio_client = Minio( config.minio.endpoint, access_key=config.minio.access_key, secret_key=config.minio.secret_key, secure=config.minio.secure, ) import redis.asyncio as aioredis redis_client = aioredis.from_url(config.redis.url) queue = queue_key(QUEUE_RECOMMENDATION) logger.info("Recommendation worker started, polling %s", queue) try: while True: raw = await redis_client.lpop(queue) if raw is None: await asyncio.sleep(1) continue payload = raw job = json.loads(payload) ticker = job.get("ticker", "") window = job.get("window", "7d") logger.info("Processing recommendation job for %s/%s", ticker, window) try: rec = await generate_recommendation( pool, ticker, window, minio_client=minio_client, ) if rec: logger.info( "Recommendation generated for %s: %s %s", ticker, rec.action.value, rec.mode.value, ) else: logger.info("No recommendation generated for %s (no trend data)", ticker) except Exception: logger.exception("Recommendation failed for %s", ticker) finally: await pool.close() await redis_client.close() if __name__ == "__main__": asyncio.run(main())