feat: 插件内存管理 - TTL自动淘汰 + 懒加载
新增 plugin_memory_manager.py: - 后台线程定期扫描空闲插件,超过TTL自动从内存卸载 - AI调用已卸载插件时自动重新加载(懒加载) - 核心插件(tool_search)可钉住永不淘汰 - 可配置: TTL(300s), 最大空闲数(10), 扫描间隔(60s), 钉住列表 改造 unified_tool_manager.py: - 集成 PluginMemoryManager - execute/mcp_call/search_tools/get_tool 统一走 _ensure_loaded - search_tools 可搜索已卸载插件(使用缓存信息) - 新增 get_all_tools_info/get_tool_by_name/memory_manager 属性 改造 tui.py: - /status 命令显示内存管理详细状态 - 侧栏显示已加载/已卸载工具数
This commit is contained in:
1 parent
038fbe24c8
commit
fb41c79b14
4 files changed
+761
-74
No files matched your search
@@ -130,3 +130,7 @@ class LiuginManager:
|
||||
if tool.get('name', '').lower() == tool_name.lower():
|
||||
return tool
|
||||
return None
|
||||
|
||||
def get_tool_info_only(self, tool_name):
|
||||
"""根据名称获取工具信息(不含 handler,用于搜索已卸载插件)"""
|
||||
return self.get_tool_by_name(tool_name)
|
||||
@@ -0,0 +1,355 @@
|
||||
"""
|
||||
插件内存管理器 - TTL 自动淘汰 + 懒加载
|
||||
|
||||
机制:
|
||||
1. 每个插件记录 last_used 时间戳
|
||||
2. 后台线程定期扫描,超过 TTL 未使用的插件从内存卸载
|
||||
3. AI 调用已卸载的插件时,自动重新加载
|
||||
4. 核心插件(tool_search 等)可钉住,永不淘汰
|
||||
|
||||
配置:
|
||||
- plugin_ttl: 插件空闲多久后淘汰(秒),默认 300(5分钟)
|
||||
- max_idle_plugins: 最多保留多少个空闲插件,超出后淘汰最久未用的,默认 10
|
||||
- check_interval: 后台扫描间隔(秒),默认 60
|
||||
- pinned_plugins: 钉住的插件名列表,永不淘汰
|
||||
"""
|
||||
|
||||
import os
|
||||
import time
|
||||
import threading
|
||||
import importlib.util
|
||||
from typing import Dict, Optional, List, Any, Callable
|
||||
from colorama import Fore, Style
|
||||
|
||||
from .config import logger
|
||||
|
||||
|
||||
class PluginMemoryManager:
|
||||
"""插件内存管理器 - 自动淘汰空闲插件,按需懒加载"""
|
||||
|
||||
# 默认钉住的插件(核心工具,不淘汰)
|
||||
DEFAULT_PINNED = {'tool_search'}
|
||||
|
||||
def __init__(self,
|
||||
plugin_ttl: int = 300,
|
||||
max_idle_plugins: int = 10,
|
||||
check_interval: int = 60,
|
||||
pinned_plugins: Optional[List[str]] = None):
|
||||
self.plugin_ttl = plugin_ttl
|
||||
self.max_idle_plugins = max_idle_plugins
|
||||
self.check_interval = check_interval
|
||||
self.pinned = set(pinned_plugins or self.DEFAULT_PINNED)
|
||||
|
||||
# ── 插件元数据 ──
|
||||
# name -> {path, protocol, last_used, info_cache, ...}
|
||||
self._registry: Dict[str, Dict[str, Any]] = {}
|
||||
self._lock = threading.RLock()
|
||||
|
||||
# ── 已加载的实例引用(由 UnifiedToolManager 提供注册/注销回调) ──
|
||||
self._load_callback: Optional[Callable] = None # (name) -> tool_dict or None
|
||||
self._unload_callback: Optional[Callable] = None # (name) -> None
|
||||
|
||||
# ── 后台清理线程 ──
|
||||
self._cleanup_thread: Optional[threading.Thread] = None
|
||||
self._running = False
|
||||
|
||||
# ── 统计 ──
|
||||
self.stats = {
|
||||
'evictions': 0,
|
||||
'lazy_loads': 0,
|
||||
'pins_hit': 0,
|
||||
}
|
||||
|
||||
# ==================== 生命周期 ====================
|
||||
|
||||
def start(self) -> None:
|
||||
"""启动后台清理线程"""
|
||||
if self._running:
|
||||
return
|
||||
self._running = True
|
||||
self._cleanup_thread = threading.Thread(
|
||||
target=self._cleanup_loop, daemon=True, name="plugin-gc"
|
||||
)
|
||||
self._cleanup_thread.start()
|
||||
print(f"{Fore.CYAN}[插件内存管理] 已启动 (TTL={self.plugin_ttl}s, "
|
||||
f"最大空闲={self.max_idle_plugins}, 检查间隔={self.check_interval}s){Style.RESET_ALL}")
|
||||
|
||||
def stop(self) -> None:
|
||||
"""停止后台清理线程"""
|
||||
self._running = False
|
||||
if self._cleanup_thread:
|
||||
self._cleanup_thread.join(timeout=5)
|
||||
self._cleanup_thread = None
|
||||
|
||||
# ==================== 回调注册 ====================
|
||||
|
||||
def set_callbacks(self,
|
||||
load_fn: Callable[[str], Optional[Dict]],
|
||||
unload_fn: Callable[[str], None]) -> None:
|
||||
"""
|
||||
注册加载/卸载回调(由 UnifiedToolManager 提供)
|
||||
|
||||
Args:
|
||||
load_fn: 加载插件函数,接收插件名,返回 tool_dict 或 None
|
||||
unload_fn: 卸载插件函数,接收插件名
|
||||
"""
|
||||
self._load_callback = load_fn
|
||||
self._unload_callback = unload_fn
|
||||
|
||||
# ==================== 插件注册 ====================
|
||||
|
||||
def register(self, name: str, path: str, protocol: str = 'liugin',
|
||||
info_cache: Optional[Dict] = None) -> None:
|
||||
"""
|
||||
注册一个插件的元数据(加载时调用)
|
||||
|
||||
Args:
|
||||
name: 插件名
|
||||
path: 插件文件路径
|
||||
protocol: 协议类型 (liugin/skill)
|
||||
info_cache: 缓存的工具信息(name, description, keywords 等)
|
||||
"""
|
||||
with self._lock:
|
||||
self._registry[name] = {
|
||||
'path': path,
|
||||
'protocol': protocol,
|
||||
'last_used': time.time(),
|
||||
'loaded': True,
|
||||
'info_cache': info_cache or {},
|
||||
}
|
||||
|
||||
def mark_used(self, name: str) -> None:
|
||||
"""标记插件被使用(每次工具调用时)"""
|
||||
with self._lock:
|
||||
if name in self._registry:
|
||||
self._registry[name]['last_used'] = time.time()
|
||||
|
||||
def mark_loaded(self, name: str) -> None:
|
||||
"""标记插件已加载"""
|
||||
with self._lock:
|
||||
if name in self._registry:
|
||||
self._registry[name]['loaded'] = True
|
||||
self._registry[name]['last_used'] = time.time()
|
||||
|
||||
def mark_unloaded(self, name: str) -> None:
|
||||
"""标记插件已卸载"""
|
||||
with self._lock:
|
||||
if name in self._registry:
|
||||
self._registry[name]['loaded'] = False
|
||||
|
||||
# ==================== 懒加载 ====================
|
||||
|
||||
def ensure_loaded(self, name: str) -> Optional[Dict]:
|
||||
"""
|
||||
确保插件已加载,如果已卸载则自动重新加载
|
||||
|
||||
Args:
|
||||
name: 插件名
|
||||
|
||||
Returns:
|
||||
tool_dict 如果加载成功,None 如果失败
|
||||
"""
|
||||
with self._lock:
|
||||
entry = self._registry.get(name)
|
||||
if not entry:
|
||||
return None # 未注册的插件,不管
|
||||
|
||||
if entry['loaded']:
|
||||
# 已加载,更新时间戳
|
||||
entry['last_used'] = time.time()
|
||||
return None # 返回 None 表示不需要重新加载
|
||||
|
||||
# 需要重新加载(锁外执行,避免死锁)
|
||||
print(f"{Fore.CYAN}[插件内存管理] 懒加载插件: {name}{Style.RESET_ALL}")
|
||||
result = self._do_load(name)
|
||||
if result:
|
||||
self.stats['lazy_loads'] += 1
|
||||
print(f"{Fore.GREEN}[插件内存管理] 懒加载成功: {name}{Style.RESET_ALL}")
|
||||
else:
|
||||
print(f"{Fore.RED}[插件内存管理] 懒加载失败: {name}{Style.RESET_ALL}")
|
||||
return result
|
||||
|
||||
def _do_load(self, name: str) -> Optional[Dict]:
|
||||
"""执行实际的插件加载"""
|
||||
if not self._load_callback:
|
||||
return None
|
||||
|
||||
with self._lock:
|
||||
entry = self._registry.get(name)
|
||||
if not entry:
|
||||
return None
|
||||
|
||||
try:
|
||||
result = self._load_callback(name)
|
||||
if result:
|
||||
with self._lock:
|
||||
if name in self._registry:
|
||||
self._registry[name]['loaded'] = True
|
||||
self._registry[name]['last_used'] = time.time()
|
||||
return result
|
||||
except Exception as e:
|
||||
logger.error(f"懒加载插件 '{name}' 失败: {e}")
|
||||
return None
|
||||
|
||||
# ==================== 淘汰 ====================
|
||||
|
||||
def evict(self, name: str) -> bool:
|
||||
"""
|
||||
淘汰指定插件
|
||||
|
||||
Args:
|
||||
name: 插件名
|
||||
|
||||
Returns:
|
||||
是否成功淘汰
|
||||
"""
|
||||
if name in self.pinned:
|
||||
self.stats['pins_hit'] += 1
|
||||
return False
|
||||
|
||||
with self._lock:
|
||||
entry = self._registry.get(name)
|
||||
if not entry or not entry['loaded']:
|
||||
return False
|
||||
|
||||
# 执行卸载(锁外)
|
||||
if self._unload_callback:
|
||||
try:
|
||||
self._unload_callback(name)
|
||||
except Exception as e:
|
||||
logger.error(f"卸载插件 '{name}' 失败: {e}")
|
||||
return False
|
||||
|
||||
with self._lock:
|
||||
if name in self._registry:
|
||||
self._registry[name]['loaded'] = False
|
||||
|
||||
self.stats['evictions'] += 1
|
||||
print(f"{Fore.YELLOW}[插件内存管理] 已淘汰: {name} "
|
||||
f"(空闲 {self._idle_time(name):.0f}s){Style.RESET_ALL}")
|
||||
return True
|
||||
|
||||
def _idle_time(self, name: str) -> float:
|
||||
"""获取插件空闲时间"""
|
||||
with self._lock:
|
||||
entry = self._registry.get(name)
|
||||
if not entry:
|
||||
return 0
|
||||
return time.time() - entry['last_used']
|
||||
|
||||
# ==================== 后台清理 ====================
|
||||
|
||||
def _cleanup_loop(self) -> None:
|
||||
"""后台清理循环"""
|
||||
while self._running:
|
||||
try:
|
||||
time.sleep(self.check_interval)
|
||||
if not self._running:
|
||||
break
|
||||
self._cleanup_once()
|
||||
except Exception as e:
|
||||
logger.error(f"插件清理线程异常: {e}")
|
||||
|
||||
def _cleanup_once(self) -> None:
|
||||
"""执行一次清理"""
|
||||
with self._lock:
|
||||
# 收集所有已加载且未钉住的插件
|
||||
candidates = []
|
||||
for name, entry in self._registry.items():
|
||||
if entry['loaded'] and name not in self.pinned:
|
||||
idle = time.time() - entry['last_used']
|
||||
if idle >= self.plugin_ttl:
|
||||
candidates.append((name, idle))
|
||||
|
||||
if not candidates:
|
||||
return
|
||||
|
||||
# 按空闲时间排序,最久未用的优先淘汰
|
||||
candidates.sort(key=lambda x: x[1], reverse=True)
|
||||
|
||||
# 也检查总数限制
|
||||
with self._lock:
|
||||
loaded_count = sum(1 for e in self._registry.values()
|
||||
if e['loaded'] and e.get('name') not in self.pinned)
|
||||
|
||||
evicted = 0
|
||||
for name, idle in candidates:
|
||||
# 如果已超过最大空闲数限制 或 超过 TTL
|
||||
if loaded_count - evicted > self.max_idle_plugins or idle >= self.plugin_ttl:
|
||||
if self.evict(name):
|
||||
evicted += 1
|
||||
|
||||
if evicted:
|
||||
print(f"{Fore.CYAN}[插件内存管理] 本轮淘汰 {evicted} 个插件, "
|
||||
f"累计淘汰 {self.stats['evictions']} 次, "
|
||||
f"懒加载 {self.stats['lazy_loads']} 次{Style.RESET_ALL}")
|
||||
|
||||
# ==================== 查询接口 ====================
|
||||
|
||||
def is_loaded(self, name: str) -> bool:
|
||||
"""检查插件是否已加载"""
|
||||
with self._lock:
|
||||
entry = self._registry.get(name)
|
||||
return entry['loaded'] if entry else False
|
||||
|
||||
def is_registered(self, name: str) -> bool:
|
||||
"""检查插件是否已注册"""
|
||||
with self._lock:
|
||||
return name in self._registry
|
||||
|
||||
def get_info_cache(self, name: str) -> Optional[Dict]:
|
||||
"""获取插件的缓存信息(不需要加载实例)"""
|
||||
with self._lock:
|
||||
entry = self._registry.get(name)
|
||||
return entry.get('info_cache') if entry else None
|
||||
|
||||
def get_all_registered(self) -> List[str]:
|
||||
"""获取所有已注册的插件名"""
|
||||
with self._lock:
|
||||
return list(self._registry.keys())
|
||||
|
||||
def get_loaded_names(self) -> List[str]:
|
||||
"""获取当前已加载的插件名"""
|
||||
with self._lock:
|
||||
return [n for n, e in self._registry.items() if e['loaded']]
|
||||
|
||||
def get_unloaded_names(self) -> List[str]:
|
||||
"""获取当前已卸载的插件名"""
|
||||
with self._lock:
|
||||
return [n for n, e in self._registry.items() if not e['loaded']]
|
||||
|
||||
def get_status(self) -> Dict[str, Any]:
|
||||
"""获取内存管理状态"""
|
||||
with self._lock:
|
||||
loaded = sum(1 for e in self._registry.values() if e['loaded'])
|
||||
unloaded = sum(1 for e in self._registry.values() if not e['loaded'])
|
||||
return {
|
||||
'total': len(self._registry),
|
||||
'loaded': loaded,
|
||||
'unloaded': unloaded,
|
||||
'pinned': list(self.pinned),
|
||||
'ttl': self.plugin_ttl,
|
||||
'max_idle': self.max_idle_plugins,
|
||||
'check_interval': self.check_interval,
|
||||
'stats': dict(self.stats),
|
||||
}
|
||||
|
||||
def format_status(self) -> str:
|
||||
"""格式化状态信息(用于 /status 命令)"""
|
||||
s = self.get_status()
|
||||
lines = [
|
||||
f" 插件内存管理:",
|
||||
f" 总注册: {s['total']} 已加载: {s['loaded']} 已卸载: {s['unloaded']}",
|
||||
f" TTL: {s['ttl']}s 最大空闲: {s['max_idle']} 扫描间隔: {s['check_interval']}s",
|
||||
f" 钉住: {', '.join(s['pinned']) or '无'}",
|
||||
f" 统计: 淘汰 {s['stats']['evictions']} 次, "
|
||||
f"懒加载 {s['stats']['lazy_loads']} 次, "
|
||||
f"钉住保护 {s['stats']['pins_hit']} 次",
|
||||
]
|
||||
|
||||
# 显示已卸载的插件
|
||||
unloaded = self.get_unloaded_names()
|
||||
if unloaded:
|
||||
lines.append(f" 已卸载: {', '.join(unloaded)}")
|
||||
|
||||
return '\n'.join(lines)
|
||||
+20
-5
@@ -562,6 +562,14 @@ if TEXTUAL_AVAILABLE:
|
||||
status_container.mount(Static(f" 工具: {len(self.bridge.tools())} 个", classes="tool-item"))
|
||||
status_container.mount(Static(f" 引擎: {len(self.bridge.engines())} 个", classes="tool-item"))
|
||||
|
||||
# 内存管理状态
|
||||
if hasattr(self.cli, 'liugin_manager') and hasattr(self.cli.liugin_manager, 'memory_manager'):
|
||||
mgr = self.cli.liugin_manager.memory_manager
|
||||
s = mgr.get_status()
|
||||
status_container.mount(Static(f" 已加载: {s['loaded']}", classes="tool-item"))
|
||||
if s['unloaded'] > 0:
|
||||
status_container.mount(Static(f" 已卸载: {s['unloaded']}", classes="tool-item"))
|
||||
|
||||
def _update_status(self, text: str):
|
||||
bar = self.query_one("#status-bar")
|
||||
engine = self.bridge.current_engine()
|
||||
@@ -807,11 +815,18 @@ if TEXTUAL_AVAILABLE:
|
||||
self._system('\n'.join(lines))
|
||||
|
||||
def _show_status(self):
|
||||
self._system(f""" 系统状态:
|
||||
引擎: {self.bridge.current_engine()}
|
||||
引擎数: {len(self.bridge.engines())}
|
||||
工具数: {len(self.bridge.tools())}
|
||||
对话数: {len(self.bridge.history())}""")
|
||||
status_lines = [
|
||||
f" 系统状态:",
|
||||
f" 引擎: {self.bridge.current_engine()}",
|
||||
f" 引擎数: {len(self.bridge.engines())}",
|
||||
f" 工具数: {len(self.bridge.tools())}",
|
||||
f" 对话数: {len(self.bridge.history())}",
|
||||
]
|
||||
# 内存管理状态
|
||||
if hasattr(self.cli, 'liugin_manager') and hasattr(self.cli.liugin_manager, 'memory_manager'):
|
||||
mgr = self.cli.liugin_manager.memory_manager
|
||||
status_lines.append(mgr.format_status())
|
||||
self._system('\n'.join(status_lines))
|
||||
|
||||
# ── AI 生成 ──
|
||||
|
||||
|
||||
Reference in new issue
Block a user