import os import logging import subprocess 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 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命令""" try: self.logger.info(f"开始处理网格 {grid_idx + 1}") # 构建基础命令 cmd = [ "docker", "run", "--rm", "-v", f"{grid_dir}:/datasets", "opendronemap/odm", "--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("容器执行失败,最后10行日志:") self.logger.error(''.join(logs.split('\n')[-10:])) # 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