import os import time import logging import docker from typing import Tuple class ODMProcessMonitor: """ODM进程监控器""" def __init__(self, max_retries: int = 3, mode: str = "快拼模式"): self.max_retries = max_retries self.logger = logging.getLogger('UAV_Preprocess.ODMMonitor') self.mode = mode self.client = docker.from_env() 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, grid_dir: str, grid_idx: int, fast_mode: bool = True) -> Tuple[bool, str]: """运行ODM容器""" attempt = 0 while attempt < self.max_retries: try: self.logger.info(f"网格 {grid_idx + 1} 第 {attempt + 1} 次尝试") # 准备容器配置 volumes = { grid_dir: {'bind': '/datasets', 'mode': 'rw'} } # 准备命令参数 command = [ "--project-path", "/datasets", "project", "--max-concurrency", "10", "--force-gps", "--rerun-all" ] if fast_mode: command.extend([ "--feature-quality", "lowest", "--orthophoto-resolution", "8", "--fast-orthophoto", "--skip-3dmodel" ]) # 运行容器 container = self.client.containers.run( "opendronemap/odm", command=command, volumes=volumes, detach=True, remove=True ) # 等待容器完成 result = container.wait() # 只在失败时获取日志 if result['StatusCode'] != 0: logs = container.logs().decode('utf-8') self.logger.error(f"容器执行失败,最后100行日志:\n{''.join(logs.split('\n')[-100:])}") # 检查是否成功完成 if result['StatusCode'] == 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") except Exception as e: error_msg = f"执行异常: {str(e)}" self.logger.error(error_msg) return False, error_msg attempt += 1 if attempt < self.max_retries: time.sleep(30) 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