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优化docker sdk版本

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龙澳 2024-12-26 11:20:55 +08:00
parent cdea54e77a
commit 9d5f1d2dd3
2 changed files with 54 additions and 81 deletions
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36
utils/command_runner.py
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@ -8,19 +8,20 @@ from utils.odm_monitor import ODMProcessMonitor
class CommandRunner: class CommandRunner:
"""执行网格处理命令的类""" """执行网格处理命令的类"""
def __init__(self, output_dir: str, max_retries: int = 3, mode: str = "快拼模式"): def __init__(self, output_dir: str, mode: str = "快拼模式"):
self.output_dir = output_dir self.output_dir = output_dir
self.max_retries = max_retries
self.logger = logging.getLogger('UAV_Preprocess.CommandRunner') self.logger = logging.getLogger('UAV_Preprocess.CommandRunner')
self.monitor = ODMProcessMonitor(max_retries=max_retries, mode=mode) self.monitor = ODMProcessMonitor(mode=mode)
self.mode = mode self.mode = mode
def _run_command(self, grid_idx: int): def run_grid_commands(self, grid_points: Dict[int, pd.DataFrame]):
"""执行单个网格的处理""" """处理所有网格"""
try: self.logger.info("开始执行网格处理")
grid_dir = os.path.join(self.output_dir, f'grid_{grid_idx + 1}') for grid_idx in grid_points.keys():
grid_dir = os.path.abspath(grid_dir) # 确保使用绝对路径 grid_dir = os.path.abspath(os.path.join(
self.output_dir, f'grid_{grid_idx + 1}'
))
success, error_msg = self.monitor.run_odm_with_monitor( success, error_msg = self.monitor.run_odm_with_monitor(
grid_dir=grid_dir, grid_dir=grid_dir,
grid_idx=grid_idx, grid_idx=grid_idx,
@ -28,19 +29,4 @@ class CommandRunner:
) )
if not success: if not success:
raise Exception(error_msg) raise Exception(f"网格 {grid_idx + 1} 处理失败: {error_msg}")
except Exception as e:
self.logger.error(f"网格 {grid_idx + 1} 处理失败: {str(e)}")
raise
def run_grid_commands(self, grid_points: Dict[int, pd.DataFrame]):
"""处理所有网格"""
self.logger.info("开始执行网格处理")
for grid_idx in grid_points.keys():
try:
self._run_command(grid_idx)
except Exception as e:
self.logger.error(f"网格 {grid_idx + 1} 处理失败，停止后续执行: {str(e)}")
raise

99
utils/odm_monitor.py
View File

@ -1,5 +1,4 @@
import os import os
import time
import logging import logging
import docker import docker
from typing import Tuple from typing import Tuple
@ -23,66 +22,54 @@ class ODMProcessMonitor:
def run_odm_with_monitor(self, grid_dir: str, grid_idx: int, fast_mode: bool = True) -> Tuple[bool, str]: def run_odm_with_monitor(self, grid_dir: str, grid_idx: int, fast_mode: bool = True) -> Tuple[bool, str]:
"""运行ODM容器""" """运行ODM容器"""
attempt = 0 try:
while attempt < self.max_retries: self.logger.info(f"开始处理网格 {grid_idx + 1}")
try:
self.logger.info(f"网格 {grid_idx + 1} 第 {attempt + 1} 次尝试")
# 准备容器配置 # 准备容器配置
volumes = { volumes = {
grid_dir: {'bind': '/datasets', 'mode': 'rw'} grid_dir: {'bind': '/datasets', 'mode': 'rw'}
} }
# 准备命令参数 # 准备命令参数
command = [ command = [
"--project-path", "/datasets", "project", "--project-path", "/datasets", "project",
"--max-concurrency", "10", "--max-concurrency", "10",
"--force-gps", "--force-gps",
"--rerun-all" "--rerun-all"
] ]
if fast_mode: if fast_mode:
command.extend([ command.extend([
"--feature-quality", "lowest", "--feature-quality", "lowest",
"--orthophoto-resolution", "8", "--orthophoto-resolution", "8",
"--fast-orthophoto", "--fast-orthophoto",
"--skip-3dmodel" "--skip-3dmodel"
]) ])
# 运行容器 # 运行容器并等待完成
container = self.client.containers.run( container = self.client.containers.run(
"opendronemap/odm", "opendronemap/odm",
command=command, command=command,
volumes=volumes, volumes=volumes,
detach=True, detach=True,
remove=True remove=True,
) environment={"PYTHONUNBUFFERED": "1"},
mem_limit="0", # 不限制内存
cpu_count=0, # 使用所有CPU
network_mode="host" # 使用主机网络模式
)
# 等待容器完成 # 等待容器完成并获取状态码
result = container.wait() result = container.wait()
# 只在失败时获取日志 # 检查是否成功完成
if result['StatusCode'] != 0: if result['StatusCode'] == 0 and self._check_success(grid_dir):
logs = container.logs().decode('utf-8') self.logger.info(f"网格 {grid_idx + 1} 处理成功")
self.logger.error("容器执行失败，最后10行日志：") return True, ""
self.logger.error(''.join(logs.split('\n')[-10:]))
# 检查是否成功完成 return False, f"网格 {grid_idx + 1} 处理失败"
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)}"
except Exception as e: self.logger.error(error_msg)
error_msg = f"执行异常: {str(e)}" return False, error_msg
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