import os import time import psutil import logging import subprocess from typing import Optional, Tuple from collections import deque class ODMProcessMonitor: """ODM进程监控器""" def __init__(self, max_retries: int = 3, check_interval: int = 10, mode: str = "快拼模式"): """ 初始化监控器 Args: max_retries: 最大重试次数 check_interval: 检查间隔(秒) mode: 模式 """ self.max_retries = max_retries self.check_interval = check_interval self.logger = logging.getLogger('UAV_Preprocess.ODMMonitor') self.mode = mode # 用于存储最后N行输出 self.last_outputs = deque(maxlen=50) def _check_success(self, grid_dir: str) -> bool: """检查ODM是否执行成功""" success_markers = ['odm_orthophoto', 'odm_georeferencing'] if self.mode != "快拼模式": success_markers.append('odm_texturing') return all(os.path.exists(os.path.join(grid_dir, 'project', marker)) for marker in success_markers) def run_odm_with_monitor(self, command: str, grid_dir: str, grid_idx: int) -> Tuple[bool, str]: """运行ODM命令并监控进程""" attempt = 0 while attempt < self.max_retries: try: self.logger.info(f"网格 {grid_idx + 1} 第 {attempt + 1} 次尝试执行ODM") # 使用 subprocess.Popen 启动进程 process = subprocess.Popen( command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE, bufsize=-1, # 使用系统默认缓冲 text=True ) # 等待进程完成并获取所有输出 stdout, stderr = process.communicate() return_code = process.returncode # 只保存最后N行输出 last_lines = stdout.strip().split('\n')[-50:] if last_lines: self.logger.info(f"网格 {grid_idx + 1} 最后的输出:") for line in last_lines: self.logger.info(line) # 检查是否成功完成 if return_code == 0 and self._check_success(grid_dir): self.logger.info(f"网格 {grid_idx + 1} ODM处理成功") return True, "" self.logger.warning(f"网格 {grid_idx + 1} 第 {attempt + 1} 次尝试失败") if stderr: self.logger.error(f"错误输出: {stderr}") except Exception as e: error_msg = f"监控进程发生异常: {str(e)}" self.logger.error(error_msg) return False, error_msg attempt += 1 if attempt < self.max_retries: time.sleep(30) # 固定等待时间 error_msg = f"网格 {grid_idx + 1} 在 {self.max_retries} 次尝试后仍然失败" self.logger.error(error_msg) return False, error_msg