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import psutil
import logging
import asyncio
import configparser
from datetime import datetime
from sqlalchemy import create_engine, Column, Integer, String, Float, Text
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker, scoped_session
from sqlalchemy.exc import SQLAlchemyError
from asyncpg import create_pool
from aiomonitor import Monitor
from concurrent.futures import ThreadPoolExecutor
import os
# 配置日志记录
logging.basicConfig(filename='process_stats.log', level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
# 读取配置文件
config = configparser.ConfigParser()
config.read('config.ini')
DB_PATH = os.getenv('DB_PATH', config.get('Database', 'DB_PATH', fallback='postgresql+asyncpg://localhost/detailed_process_stats'))
UPDATE_INTERVAL = int(os.getenv('UPDATE_INTERVAL', config.get('Settings', 'UPDATE_INTERVAL', fallback=10)))
MONITOR_INTERVAL = int(os.getenv('MONITOR_INTERVAL', config.get('Settings', 'MONITOR_INTERVAL', fallback=60)))
MAX_WORKERS = int(os.getenv('MAX_WORKERS', config.get('Settings', 'MAX_WORKERS', fallback=10)))
# SQLAlchemy 设置
engine = create_engine(DB_PATH, echo=False)
Session = scoped_session(sessionmaker(bind=engine))
Base = declarative_base()
# 定义数据库模型
class ProcessStats(Base):
__tablename__ = 'process_stats'
pid = Column(Integer, primary_key=True)
name = Column(String)
cmdline = Column(Text, primary_key=True)
cpu_user_time = Column(Float)
cpu_system_time = Column(Float)
memory_info = Column(Text)
threads = Column(Integer)
open_files = Column(Text)
connections = Column(Text)
count = Column(Integer)
last_update = Column(String)
Base.metadata.create_all(engine)
def serialize_list(items):
"""序列化列表,将其转为字符串以便存储在数据库中"""
return ', '.join(str(item) for item in items)
async def collect_process_stats(queue):
"""定期收集进程信息并将其放入队列中"""
while True:
current_processes = {}
for p in psutil.process_iter(['pid', 'name', 'cmdline', 'cpu_times', 'memory_info', 'num_threads', 'open_files', 'connections']):
try:
info = p.info
cmdline = ' '.join(info['cmdline'])
current_processes[p.pid] = {
'name': info['name'],
'cmdline': cmdline,
'cpu_user_time': info['cpu_times'].user,
'cpu_system_time': info['cpu_times'].system,
'memory_info': str(info['memory_info']),
'threads': info['num_threads'],
'open_files': serialize_list(info['open_files']),
'connections': serialize_list(info['connections']),
}
except (psutil.NoSuchProcess, psutil.AccessDenied, psutil.ZombieProcess) as e:
logging.warning(f"Could not retrieve information for process PID: {p.pid}. Reason: {str(e)}")
continue
await queue.put(current_processes)
await asyncio.sleep(UPDATE_INTERVAL) # 每 UPDATE_INTERVAL 秒更新一次
async def update_process_stats(pool, queue):
"""从队列中获取进程信息并更新数据库"""
async with pool.acquire() as conn:
async with conn.transaction():
while True:
processes = await queue.get()
current_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
update_queries = []
insert_queries = []
for pid, info in processes.items():
result = await conn.fetchrow('''
SELECT cpu_user_time, cpu_system_time, count
FROM process_stats
WHERE pid = $1 AND cmdline = $2
''', pid, info['cmdline'])
if result:
old_cpu_user_time, old_cpu_system_time, count = result
update_queries.append((
info['cpu_user_time'],
info['cpu_system_time'],
info['memory_info'],
info['threads'],
info['open_files'],
info['connections'],
count + 1,
current_time,
pid,
info['cmdline']
))
else:
insert_queries.append((
pid,
info['name'],
info['cmdline'],
info['cpu_user_time'],
info['cpu_system_time'],
info['memory_info'],
info['threads'],
info['open_files'],
info['connections'],
1,
current_time
))
if update_queries:
try:
await conn.executemany('''
UPDATE process_stats SET
cpu_user_time = $1,
cpu_system_time = $2,
memory_info = $3,
threads = $4,
open_files = $5,
connections = $6,
count = $7,
last_update = $8
WHERE pid = $9 AND cmdline = $10''', update_queries)
except SQLAlchemyError as e:
logging.error(f"Failed to update database: {str(e)}")
if insert_queries:
try:
await conn.executemany('''
INSERT INTO process_stats (
pid,
name,
cmdline,
cpu_user_time,
cpu_system_time,
memory_info,
threads,
open_files,
connections,
count,
last_update
) VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11)''', insert_queries)
except SQLAlchemyError as e:
logging.error(f"Failed to insert into database: {str(e)}")
async def monitor_system():
"""监控系统健康状况"""
while True:
mem = psutil.virtual_memory()
cpu = psutil.cpu_percent(interval=1)
logging.info(f"Memory Usage: {mem.percent}% | CPU Usage: {cpu}%")
await asyncio.sleep(MONITOR_INTERVAL) # 每 MONITOR_INTERVAL 秒记录一次
async def async_main():
"""主函数,初始化数据库并开始进程信息收集和系统监控"""
pool = await create_pool(dsn=DB_PATH)
queue = asyncio.Queue()
with ThreadPoolExecutor(max_workers=MAX_WORKERS) as executor:
loop = asyncio.get_running_loop()
loop.set_default_executor(executor)
async with Monitor():
await asyncio.gather(
collect_process_stats(queue),
update_process_stats(pool, queue),
monitor_system()
)
if __name__ == "__main__":
try:
asyncio.run(async_main())
except KeyboardInterrupt:
logging.info("Process stats collection stopped.")
except Exception as e:
logging.error(f"Unexpected error: {str(e)}")
# 尝试重新启动程序
os.execv(__file__, ['python'] + [__file__])