import asyncio import logging from common.db.run import select_run from common.db.hospital import select_hospital from common.db.market import upsert_market_status, upsert_market_result from common.db.source import select_run_raw_data from integrations.llm.llm_service import LLMService from integrations.llm.prompt import ( market_competitors_prompt, market_keywords_prompt, market_trend_prompt, market_target_audience_prompt, ) logger = logging.getLogger(__name__) _TYPES = ["competitors", "keywords", "trend", "target_audience"] async def _save(analysis_run_id: str, analysis_type: str, result, exc: Exception | None) -> None: if exc: logger.warning("[market] %s failed run=%s: %s", analysis_type, analysis_run_id, exc) await upsert_market_status(analysis_run_id, analysis_type, "failed") else: await upsert_market_result(analysis_run_id, analysis_type, result.model_dump()) async def run_market_analysis(analysis_run_id: str) -> None: logger.info("[market] start run=%s", analysis_run_id) run = await select_run(analysis_run_id) clinic = await select_hospital(run["hospital_id"]) raw = await select_run_raw_data(analysis_run_id) mainpage = raw.get("mainpage") or {} clinic_name = (clinic or {}).get("hospital_name") or "" address = (clinic or {}).get("road_address") or "" services = mainpage.get("services", []) services_str = ", ".join(services[:3]) primary_service = services[0] if services else "" for analysis_type in _TYPES: await upsert_market_status(analysis_run_id, analysis_type, "processing") llm = LLMService(provider="perplexity") results = await asyncio.gather( llm.generate(market_competitors_prompt, {"address": address, "services": services_str}), llm.generate(market_keywords_prompt, {"services": services_str}), llm.generate(market_trend_prompt, {"service": primary_service}), llm.generate(market_target_audience_prompt, {"clinic_name": clinic_name}), return_exceptions=True, ) # 그다지 좋은 방식은 아님 await asyncio.gather(*[ _save( analysis_run_id, analysis_type, result=None if isinstance(r, Exception) else r, exc=r if isinstance(r, Exception) else None, ) for analysis_type, r in zip(_TYPES, results) ]) logger.info("[market] done run=%s", analysis_run_id)