UAV/utils/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"""
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
mode: 模式
"""
self.max_retries = max_retries
self.check_interval = check_interval
self.logger = logging.getLogger('UAV_Preprocess.ODMMonitor')
self.mode = mode
def _check_docker_container(self, process_name: str = "opendronemap/odm") -> bool:
"""检查是否有指定的Docker容器在运行"""
try:
result = subprocess.run(
["docker", "ps", "--filter",
f"ancestor={process_name}", "--format", "{{.ID}}"],
capture_output=True,
text=True
)
return bool(result.stdout.strip())
except Exception as e:
self.logger.error(f"检查Docker容器状态时发生错误: {str(e)}")
return False
def _check_success(self, grid_dir: str) -> bool:
"""检查ODM是否执行成功"""
if self.mode == "快拼模式":
success_markers = ['odm_orthophoto', 'odm_georeferencing']
else:
success_markers = ['odm_orthophoto',
'odm_georeferencing', '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"""
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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")
# 创建日志文件
log_file = os.path.join(grid_dir, f'odm_attempt_{attempt + 1}.log')
# 使用 subprocess.Popen 启动进程,并设置适当的参数
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process = subprocess.Popen(
command,
shell=True,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
bufsize=1, # 使用行缓冲
text=True, # 使用文本模式
universal_newlines=True # 统一换行符处理
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)
# 使用非阻塞方式读取输出
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while True:
# 读取输出
output = process.stdout.readline()
if output:
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with open(log_file, 'a', encoding='utf-8') as f:
f.write(output)
self.logger.info(f"网格 {grid_idx + 1}: {output.strip()}")
# 检查进程是否结束
if process.poll() is not None:
break
# 检查Docker容器状态
if not self._check_docker_container():
break
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time.sleep(0.1) # 短暂休眠避免CPU过度使用
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# 获取最终返回码
return_code = process.wait()
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# 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}{attempt + 1} 次尝试失败")
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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:
wait_time = (attempt + 1) * 30
self.logger.info(f"等待 {wait_time} 秒后重试...")
time.sleep(wait_time)
error_msg = f"网格 {grid_idx + 1}{self.max_retries} 次尝试后仍然失败"
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self.logger.error(error_msg)
return False, error_msg