# coding=utf-8 import hashlib import logging import os import sys import uuid from datetime import datetime # Ensure sys path includes root for imports if not already project_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) if project_root not in sys.path: sys.path.append(project_root) from Apps.AiTeJiYiChong.ReadImageKit import ReadImageKit from DbKit.Db import Db from Config.Config import DB_URL from Model.StationProfile import StationProfile from Model.StationStatus import StationStatus from Model.StationPriceSchedule import StationPriceSchedule # 配置日志 logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s') logger = logging.getLogger(__name__) class AiTeJiYiChongService: def __init__(self): self.db = Db(db_url=DB_URL) self.station_profile_model = StationProfile() self.station_status_model = StationStatus() self.station_price_schedule_model = StationPriceSchedule() self.operator = "艾特吉易充" def generate_id(self): return str(uuid.uuid4()) def get_hash(self, s: str) -> str: return hashlib.md5(s.encode('utf-8')).hexdigest() async def init_db(self): await self.db.init_db() async def close_db(self): await self.db.close() async def process_price_detail_data(self, station_name, hourly_schedule) -> bool: """ 直接保存已处理好的小时段价格数据 """ if not station_name or not hourly_schedule: return False station_hash = self.get_hash(station_name) now = datetime.now() async with await self.db.get_session() as session: schedule_id = self.generate_id() await self.station_price_schedule_model.save( session=session, id=schedule_id, station_hash=station_hash, schedule_json=hourly_schedule, valid_start_time=now ) await session.commit() return True async def process_price_detail(self, image_path, station_name) -> list: """ 处理三级价格详情页截图 """ prices = await ReadImageKit.get_price_detail_from_image(image_path) if not prices: return None station_hash = self.get_hash(station_name) now = datetime.now() # 将识别到的原始分时价格扩展为 24 小时整点数据 hourly_schedule = ReadImageKit.expand_schedule_to_24h(prices) async with await self.db.get_session() as session: schedule_id = self.generate_id() await self.station_price_schedule_model.save( session=session, id=schedule_id, station_hash=station_hash, schedule_json=hourly_schedule, valid_start_time=now ) await session.commit() logger.info(f"三级页面价格详情处理完成: {station_name}, 共 {len(hourly_schedule)} 个小时段") return hourly_schedule async def process_station_detail(self, image_path, station_name=None) -> dict: """ 处理场站详情页截图 """ detail = await ReadImageKit.get_station_detail_from_image(image_path) if not detail: return None name = station_name or detail.get("station_name") if not name: return None station_hash = self.get_hash(name) now = datetime.now() async with await self.db.get_session() as session: # 1. 更新 Profile 中的地址信息 profile_id = self.generate_id() await self.station_profile_model.save( session=session, id=profile_id, station_hash=station_hash, operator=self.operator, station_name=name, address=detail.get("address"), valid_start_time=now ) await session.commit() logger.info(f"场站详情处理完成: {name}") return detail async def process_station_list_hybrid(self, image_path, device_info=None) -> list: """ 基于混合模式处理场站列表 (图形学切片 + VL 模型) """ station_list = await ReadImageKit.get_stations_hybrid(image_path, device_info=device_info) if not station_list: return [] processed_stations = [] async with await self.db.get_session() as session: for station in station_list: name = station.get("station_name") if not name: continue station_hash = self.get_hash(name) now = datetime.now() station["station_hash"] = station_hash # 1. 保存 Profile profile_id = self.generate_id() await self.station_profile_model.save( session=session, id=profile_id, station_hash=station_hash, operator=self.operator, station_name=name, valid_start_time=now ) station["profile_id"] = profile_id station["valid_start_time"] = now.isoformat() # 2. 保存 Status (解析价格和电桩) status_id = self.generate_id() # 处理 piles 字段 piles_data = station.get("piles") total, free = 0, 0 if isinstance(piles_data, list): for p in piles_data: total += int(p.get("total", 0)) free += int(p.get("free", 0)) await self.station_status_model.save( session=session, id=status_id, station_hash=station_hash, total_piles=total, free_piles=free, piles_detail_json=piles_data, current_price=float(station.get("price", 0)) if station.get("price") else 0.0, parking_info=station.get("parking", ""), distance=station.get("distance", ""), valid_start_time=now ) station["status_id"] = status_id processed_stations.append(station) await session.commit() return processed_stations async def process_station_list_vl(self, image_path, device_info=None) -> list: """ 基于 VL 模式处理场站列表 """ # 优先使用带绿框的 _vl.jpg 图片进行识别 vl_img_path = image_path.replace(".jpg", "_vl.jpg") if os.path.exists(vl_img_path): logger.info(f"使用带绿框的图片进行识别: {vl_img_path}") image_to_process = vl_img_path else: image_to_process = image_path station_list = await ReadImageKit.get_stations_from_image(image_to_process, device_info=device_info) if not station_list: return [] processed_stations = [] async with await self.db.get_session() as session: for station in station_list: name = station.get("station_name") if not name: continue station_hash = self.get_hash(name) now = datetime.now() station["station_hash"] = station_hash # 1. 保存 Profile profile_id = self.generate_id() await self.station_profile_model.save( session=session, id=profile_id, station_hash=station_hash, operator=self.operator, station_name=name, valid_start_time=now ) station["profile_id"] = profile_id station["valid_start_time"] = now.isoformat() # 2. 保存 Status (解析价格和电桩) status_id = self.generate_id() # 处理 piles 字段 piles_data = station.get("piles") total, free = 0, 0 if isinstance(piles_data, list): for p in piles_data: total += int(p.get("total", 0)) free += int(p.get("free", 0)) await self.station_status_model.save( session=session, id=status_id, station_hash=station_hash, total_piles=total, free_piles=free, piles_detail_json=piles_data, current_price=float(station.get("price", 0)) if station.get("price") else 0.0, parking_info=station.get("parking", ""), distance=station.get("distance", ""), valid_start_time=now ) station["status_id"] = status_id processed_stations.append(station) await session.commit() return processed_stations