Spaces:
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import asyncio
import logging
from datetime import datetime, timedelta
from typing import Dict, List, Optional, Set, Callable, Any
from dataclasses import dataclass, field
from enum import Enum
import json
import time
from concurrent.futures import ThreadPoolExecutor
import threading
from collections import defaultdict, deque
from config import get_config, MonitoringConfig
from data_models import (
SpaceInfo, SpaceStatusInfo, SpaceStatus, MonitorEvent, EventType,
AlertLevel, DatabaseManager, BuildLog, WebhookEvent, Alert, AlertRule
)
from huggingface_client_v2 import HuggingFaceClient, RetryClient, WebhookHandler
class MonitorState(Enum):
MONITOR_STATE = "monitor_state"
STARTING = "starting"
RUNNING = "running"
PAUSED = "paused"
STOPPING = "stopping"
STOPPED = "stopped"
ERROR = "error"
@dataclass
class SpaceMonitor:
space_id: str
config: Dict[str, Any]
last_check: Optional[datetime] = None
last_status: Optional[SpaceStatus] = None
error_count: int = 0
consecutive_errors: int = 0
events: List[MonitorEvent] = field(default_factory=list)
active: bool = True
task: Optional[asyncio.Task] = None
class MonitorEngine:
HuggingFace Spaces 监控引擎
def __init__(self, config: Optional[MonitoringConfig] = None):
self.config = config or get_config().monitoring
self.logger = logging.getLogger(__name__)
self.client = RetryClient(HuggingFaceClient())
self.db_manager = DatabaseManager()
self.webhook_handler = None
self.monitored_spaces: Dict[str, SpaceMonitor] = {}
self.state = MonitorState.STOPPED
self.monitor_task: Optional[asyncio.Task] = None
self.event_queue = asyncio.Queue()
self.event_callbacks: Dict[EventType, List[Callable]] = defaultdict(list)
self.alert_rules: Dict[str, AlertRule] = {}
self._shutdown_event = asyncio.Event()
self._executor = ThreadPoolExecutor(max_workers=4)
self.stats = {
'total_checks': 0,
'successful_checks': 0,
'failed_checks': 0,
'events_generated': 0,
'alerts_triggered': 0,
'start_time': None,
'last_check_time': None
}
async def start(self) -> None:
if self.state != MonitorState.STOPPED:
self.logger.warning("监控引擎已在运行中")
return
try:
self.state = MonitorState.STARTING
self.logger.info("启动监控引擎...")
await self.client.client.validate_token()
self._shutdown_event.clear()
self.monitor_task = asyncio.create_task(self._monitor_loop())
self.state = MonitorState.RUNNING
self.stats['start_time'] = datetime.now()
self.logger.info("监控引擎启动成功")
except Exception as e:
self.state = MonitorState.ERROR
self.logger.error(f"启动监控引擎失败: {e}")
raise
async def stop(self) -> None:
if self.state == MonitorState.STOPPED:
return
try:
self.state = MonitorState.STOPPING
self.logger.info("停止监控引擎...")
self._shutdown_event.set()
if self.monitor_task:
self.monitor_task.cancel()
try:
await self.monitor_task
except asyncio.CancelledError:
pass
for space_monitor in self.monitored_spaces.values():
if space_monitor.task:
space_monitor.task.cancel()
try:
await space_monitor.task
except asyncio.CancelledError:
pass
await self.client.client.close()
self._executor.shutdown(wait=True)
self.state = MonitorState.STOPPED
self.logger.info("监控引擎已停止")
except Exception as e:
self.state = MonitorState.ERROR
self.logger.error(f"停止监控引擎失败: {e}")
raise
async def add_space(self, space_id: str, config: Optional[Dict[str, Any]] = None) -> None:
if space_id in self.monitored_spaces:
self.logger.warning(f"Space {space_id} 已在监控中")
return
monitor_config = config or self.config.model_dump()
try:
space_info = await self.client.client.get_space_info(space_id)
initial_status = await self.client.get_space_status(space_id)
space_monitor = SpaceMonitor(
space_id=space_id,
config=monitor_config,
last_check=datetime.now(),
last_status=initial_status.status
)
self.monitored_spaces[space_id] = space_monitor
await self.db_manager.save_space_info(space_info)
event = MonitorEvent(
space_id=space_id,
event_type=EventType.BUILD_STARTED,
timestamp=datetime.now(),
message=f"开始监控 Space {space_id},当前状态: {initial_status.status.value}",
current_status=initial_status.status
)
await self._emit_event(event)
self.logger.info(f"已添加 Space {space_id} 到监控列表")
except Exception as e:
self.logger.error(f"添加 Space {space_id} 失败: {e}")
raise
async def remove_space(self, space_id: str) -> None:
if space_id not in self.monitored_spaces:
self.logger.warning(f"Space {space_id} 不在监控中")
return
space_monitor = self.monitored_spaces[space_id]
if space_monitor.task:
space_monitor.task.cancel()
try:
await space_monitor.task
except asyncio.CancelledError:
pass
del self.monitored_spaces[space_id]
event = MonitorEvent(
space_id=space_id,
event_type=EventType.SPACE_STOPPED,
timestamp=datetime.now(),
message=f"停止监控 Space {space_id}"
)
await self._emit_event(event)
self.logger.info(f"已从监控列表移除 Space {space_id}")
async def get_monitored_spaces(self) -> List[str]:
return list(self.monitored_spaces.keys())
async def get_space_status(self, space_id: str) -> Optional[SpaceStatusInfo]:
if space_id not in self.monitored_spaces:
return None
return await self.client.get_space_status(space_id)
async def get_space_events(self, space_id: str, limit: int = 100) -> List[MonitorEvent]:
return await self.db_manager.get_recent_events(space_id, limit)
async def add_alert_rule(self, rule: AlertRule) -> None:
self.alert_rules[rule.rule_id] = rule
await self.db_manager.save_alert(Alert(
rule_id=rule.rule_id,
space_id=rule.space_id or "*",
severity=rule.severity,
title=f"告警规则创建: {rule.name}",
message=f"告警规则 '{rule.name}' 已创建",
timestamp=datetime.now()
))
self.logger.info(f"已添加告警规则: {rule.name}")
async def remove_alert_rule(self, rule_id: str) -> None:
if rule_id in self.alert_rules:
del self.alert_rules[rule_id]
self.logger.info(f"已移除告警规则: {rule_id}")
def register_event_callback(self, event_type: EventType, callback: Callable) -> None:
self.event_callbacks[event_type].append(callback)
def unregister_event_callback(self, event_type: EventType, callback: Callable) -> None:
if callback in self.event_callbacks[event_type]:
self.event_callbacks[event_type].remove(callback)
async def _monitor_loop(self) -> None:
self.logger.info("监控循环开始")
while not self._shutdown_event.is_set():
try:
if self.monitored_spaces:
await self._check_all_spaces()
await asyncio.sleep(1)
if self._shutdown_event.is_set():
break
except asyncio.CancelledError:
break
except Exception as e:
self.logger.error(f"监控循环异常: {e}")
await asyncio.sleep(5)
self.logger.info("监控循环结束")
async def _check_all_spaces(self) -> None:
tasks = []
for space_id, monitor in self.monitored_spaces.items():
if not monitor.active:
continue
interval = monitor.config.get('check_interval_seconds', self.config.default_check_interval)
if monitor.last_check and (datetime.now() - monitor.last_check).total_seconds() < interval:
continue
task = asyncio.create_task(self._check_space(space_id, monitor))
tasks.append(task)
if tasks:
results = await asyncio.gather(*tasks, return_exceptions=True)
for i, result in enumerate(results):
if isinstance(result, Exception):
space_id = list(self.monitored_spaces.keys())[i]
self.logger.error(f"检查 Space {space_id} 失败: {result}")
async def _check_space(self, space_id: str, monitor: SpaceMonitor) -> None:
try:
self.stats['total_checks'] += 1
status_info = await self.client.get_space_status(space_id)
monitor.last_check = datetime.now()
self.stats['last_check_time'] = monitor.last_check
status_changed = monitor.last_status != status_info.status
if status_changed:
await self._handle_status_change(space_id, monitor.last_status, status_info)
monitor.last_status = status_info.status
if status_info.status == SpaceStatus.ERROR:
monitor.error_count += 1
monitor.consecutive_errors += 1
await self._handle_error_state(space_id, status_info, monitor)
threshold = monitor.config.get('error_threshold', self.config.error_threshold)
if monitor.consecutive_errors >= threshold:
await self._trigger_error_alert(space_id, monitor)
else:
monitor.consecutive_errors = 0
await self.db_manager.save_status_history(status_info)
self.stats['successful_checks'] += 1
except Exception as e:
self.stats['failed_checks'] += 1
monitor.consecutive_errors += 1
self.logger.error(f"检查 Space {space_id} 异常: {e}")
event = MonitorEvent(
space_id=space_id,
event_type=EventType.ERROR_DETECTED,
timestamp=datetime.now(),
message=f"检查失败: {str(e)}",
severity=AlertLevel.HIGH
)
await self._emit_event(event)
async def _handle_status_change(self, space_id: str, old_status: Optional[SpaceStatus], new_status: SpaceStatusInfo) -> None:
event_type = None
message = f"状态变化: {old_status.value if old_status else 'UNKNOWN'} → {new_status.status.value}"
if new_status.status == SpaceStatus.BUILDING:
event_type = EventType.BUILD_STARTED
elif new_status.status == SpaceStatus.RUNNING:
event_type = EventType.SPACE_STARTED
elif new_status.status == SpaceStatus.STOPPED:
event_type = EventType.SPACE_STOPPED
elif new_status.status == SpaceStatus.ERROR:
event_type = EventType.BUILD_FAILED
if event_type:
event = MonitorEvent(
space_id=space_id,
event_type=event_type,
timestamp=datetime.now(),
previous_status=old_status,
current_status=new_status.status,
message=message
)
await self._emit_event(event)
async def _handle_error_state(self, space_id: str, status_info: SpaceStatusInfo, monitor: SpaceMonitor) -> None:
try:
logs = await self.client.get_space_logs(space_id, lines=monitor.config.get('log_lines_count', 50))
error_entries = [entry for entry in logs.entries if 'error' in entry.message.lower()]
if error_entries:
latest_error = error_entries[-1].message
event = MonitorEvent(
space_id=space_id,
event_type=EventType.ERROR_DETECTED,
timestamp=datetime.now(),
current_status=SpaceStatus.ERROR,
message=f"检测到错误: {latest_error[:200]}...",
severity=AlertLevel.HIGH,
data={'error_logs': [entry.message for entry in error_entries[-5:]]}
)
await self._emit_event(event)
except Exception as e:
self.logger.error(f"处理错误状态失败: {e}")
async def _trigger_error_alert(self, space_id: str, monitor: SpaceMonitor) -> None:
alert = Alert(
rule_id="auto_error_threshold",
space_id=space_id,
severity=AlertLevel.CRITICAL,
title=f"Space {space_id} 连续错误",
message=f"Space {space_id} 连续 {monitor.consecutive_errors} 次检查失败,超过阈值 {monitor.config.get('error_threshold', self.config.error_threshold)}",
timestamp=datetime.now()
)
await self.db_manager.save_alert(alert)
self.stats['alerts_triggered'] += 1
self.logger.critical(f"触发严重告警: {alert.title}")
async def _emit_event(self, event: MonitorEvent) -> None:
self.stats['events_generated'] += 1
await self.db_manager.save_monitor_event(event)
await self.event_queue.put(event)
for callback in self.event_callbacks[event.event_type]:
try:
if asyncio.iscoroutinefunction(callback):
await callback(event)
else:
await self._executor.submit(callback, event)
except Exception as e:
self.logger.error(f"事件回调执行失败: {e}")
for rule_id, rule in self.alert_rules.items():
if await self._should_trigger_alert(rule, event):
await self._create_alert(rule, event)
async def _should_trigger_alert(self, rule: AlertRule, event: MonitorEvent) -> bool:
if not rule.enabled:
return False
if rule.space_id and rule.space_id != event.space_id:
return False
if rule.last_triggered:
cooldown = timedelta(minutes=rule.cooldown_minutes)
if datetime.now() - rule.last_triggered < cooldown:
return False
condition = rule.condition
if 'event_type' in condition and condition['event_type'] != event.event_type.value:
return False
if 'severity' in condition:
required_severity = AlertLevel(condition['severity'])
if event.severity.value < required_severity.value:
return False
return True
async def _create_alert(self, rule: AlertRule, event: MonitorEvent) -> None:
alert = Alert(
rule_id=rule.rule_id,
space_id=event.space_id,
severity=rule.severity,
title=f"告警: {rule.name}",
message=f"{rule.description or ''} - {event.message}",
timestamp=datetime.now(),
metadata={'event_id': event.event_id, 'rule_name': rule.name}
)
await self.db_manager.save_alert(alert)
self.stats['alerts_triggered'] += 1
rule.last_triggered = datetime.now()
self.logger.warning(f"触发告警: {alert.title}")
async def get_stats(self) -> Dict[str, Any]:
uptime = None
if self.stats['start_time']:
uptime = (datetime.now() - self.stats['start_time']).total_seconds()
return {
**self.stats,
'state': self.state.value,
'monitored_spaces_count': len(self.monitored_spaces),
'active_spaces_count': sum(1 for m in self.monitored_spaces.values() if m.active),
'uptime_seconds': uptime,
'alerts_rules_count': len(self.alert_rules)
}
async def set_webhook_handler(self, handler: WebhookHandler) -> None:
self.webhook_handler = handler
async def handle_webhook(self, payload: Dict[str, Any], headers: Dict[str, str]) -> WebhookEvent:
if not self.webhook_handler:
raise ValueError("Webhook 处理器未设置")
webhook_event = await self.webhook_handler.handle_webhook(payload, headers)
await self.db_manager.save_webhook_event(webhook_event)
space_id = webhook_event.space_id
if space_id in self.monitored_spaces:
await self._check_space(space_id, self.monitored_spaces[space_id])
return webhook_event
async def pause_monitoring(self, space_id: Optional[str] = None) -> None:
if space_id:
if space_id in self.monitored_spaces:
self.monitored_spaces[space_id].active = False
self.logger.info(f"已暂停监控 Space {space_id}")
else:
self.state = MonitorState.PAUSED
for monitor in self.monitored_spaces.values():
monitor.active = False
self.logger.info("已暂停所有监控")
async def resume_monitoring(self, space_id: Optional[str] = None) -> None:
if space_id:
if space_id in self.monitored_spaces:
self.monitored_spaces[space_id].active = True
self.logger.info(f"已恢复监控 Space {space_id}")
else:
self.state = MonitorState.RUNNING
for monitor in self.monitored_spaces.values():
monitor.active = True
self.logger.info("已恢复所有监控")
class HealthChecker:
健康检查器
def __init__(self, engine: MonitorEngine):
self.engine = engine
self.logger = logging.getLogger(__name__)
async def check_health(self) -> Dict[str, Any]:
health_status = {
'status': 'healthy',
'timestamp': datetime.now().isoformat(),
'checks': {}
}
try:
stats = await self.engine.get_stats()
health_status['checks']['engine'] = {
'status': 'healthy' if stats['state'] == 'running' else 'unhealthy',
'details': stats
}
token_valid = await self.engine.client.client.validate_token()
health_status['checks']['token'] = {
'status': 'healthy' if token_valid else 'unhealthy',
'details': {'valid': token_valid}
}
try:
await self.engine.db_manager._init_database()
health_status['checks']['database'] = {
'status': 'healthy',
'details': {'connection': 'ok'}
}
except Exception as e:
health_status['checks']['database'] = {
'status': 'unhealthy',
'details': {'error': str(e)}
}
overall_status = 'healthy'
for check in health_status['checks'].values():
if check['status'] != 'healthy':
overall_status = 'unhealthy'
break
health_status['status'] = overall_status
except Exception as e:
health_status['status'] = 'unhealthy'
health_status['error'] = str(e)
return health_status |