UAV/utils/odm_monitor.py

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import os
import logging
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import subprocess
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from typing import Tuple
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class ODMProcessMonitor:
"""ODM进程监控器"""
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def __init__(self, max_retries: int = 3, mode: str = "快拼模式"):
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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"""
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success_markers = ['odm_orthophoto', 'odm_georeferencing']
if self.mode != "快拼模式":
success_markers.append('odm_texturing')
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return all(os.path.exists(os.path.join(grid_dir, 'project', marker)) for marker in success_markers)
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def run_odm_with_monitor(self, grid_dir: str, grid_idx: int, fast_mode: bool = True) -> Tuple[bool, str]:
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"""运行ODM命令"""
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try:
self.logger.info(f"开始处理网格 {grid_idx + 1}")
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# 构建基础命令
cmd = [
"docker", "run", "--rm",
"-v", f"{grid_dir}:/datasets",
"opendronemap/odm",
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"--project-path", "/datasets", "project",
"--max-concurrency", "10",
"--force-gps",
"--rerun-all"
]
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if fast_mode:
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command.extend([
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"--feature-quality", "lowest",
"--orthophoto-resolution", "8",
"--fast-orthophoto",
"--skip-3dmodel"
])
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# 运行容器
container = self.client.containers.run(
"opendronemap/odm",
command=command,
volumes=volumes,
detach=True,
remove=True
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)
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# 等待容器完成
result = container.wait()
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# 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:]))
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# 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, ""
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self.logger.warning(f"网格 {grid_idx + 1}{attempt + 1} 次尝试失败")
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except Exception as e:
error_msg = f"执行异常: {str(e)}"
self.logger.error(error_msg)
return False, error_msg