ODM_pro/preprocess/odm_monitor.py

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import os
import time
import psutil
import logging
import subprocess
from typing import Optional, Tuple
class ODMProcessMonitor:
"""ODM进程监控器"""
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def __init__(self, max_retries: int = 3, check_interval: int = 300):
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"""
初始化监控器
Args:
max_retries: 最大重试次数
check_interval: 检查间隔
"""
self.max_retries = max_retries
self.check_interval = check_interval
self.logger = logging.getLogger('UAV_Preprocess.ODMMonitor')
def _is_process_running(self, pid: int) -> bool:
"""检查进程是否在运行"""
try:
process = psutil.Process(pid)
return process.is_running()
except psutil.NoSuchProcess:
return False
def _check_success(self, grid_dir: str) -> bool:
"""检查ODM是否执行成功"""
# ODM成功完成时会生成这些文件夹
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if self.mode == "快拼模式":
success_markers = ['odm_orthophoto', 'odm_georeferencing']
else:
success_markers = ['odm_orthophoto', 'odm_georeferencing', 'odm_texturing']
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return all(os.path.exists(os.path.join(grid_dir, 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
Args:
command: ODM命令
grid_dir: 网格目录
grid_idx: 网格索引
Returns:
Tuple[bool, str]: (是否成功, 错误信息)
"""
attempt = 0
while attempt < self.max_retries:
try:
self.logger.info(f"网格 {grid_idx + 1}{attempt + 1} 次尝试执行ODM")
# 启动ODM进程
process = subprocess.Popen(
command,
shell=True,
cwd=grid_dir,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
text=True
)
pid = process.pid
self.logger.info(f"ODM进程启动PID: {pid}")
# 监控进程
while True:
if not self._is_process_running(pid):
# 进程结束,检查是否成功
stdout, stderr = process.communicate()
# 保存日志
log_file = os.path.join(grid_dir, f'odm_attempt_{attempt + 1}.log')
with open(log_file, 'w', encoding='utf-8') as f:
f.write(f"=== 标准输出 ===\n{stdout}\n\n=== 错误输出 ===\n{stderr}")
if self._check_success(grid_dir):
self.logger.info(f"网格 {grid_idx + 1} ODM处理成功")
return True, ""
else:
self.logger.warning(f"网格 {grid_idx + 1}{attempt + 1} 次尝试失败")
break
time.sleep(self.check_interval)
# 如果不是最后一次尝试,等待后重试
if attempt < self.max_retries - 1:
wait_time = (attempt + 1) * 30
self.logger.info(f"等待 {wait_time} 秒后重试...")
time.sleep(wait_time)
attempt += 1
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
error_msg = f"网格 {grid_idx + 1}{self.max_retries} 次尝试后仍然失败,需要人工查看"
self.logger.error(error_msg)
return False, error_msg