Files
LangBot/src/langbot/pkg/core/app.py
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2026-08-01 07:40:42 +00:00

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26 KiB
Python

from __future__ import annotations
import logging
import asyncio
import contextlib
import traceback
import os
from ..platform import botmgr as im_mgr
from ..platform.webhook_pusher import WebhookPusher
from ..provider.session import sessionmgr as llm_session_mgr
from ..provider.modelmgr import modelmgr as llm_model_mgr
from ..box import service as box_service_module
from langbot.pkg.provider.tools import toolmgr as llm_tool_mgr
from ..config import manager as config_mgr
from ..command import cmdmgr
from ..plugin import connector as plugin_connector
from ..pipeline import pool
from ..pipeline import controller, pipelinemgr
from ..pipeline import aggregator as message_aggregator
from ..utils import version as version_mgr, proxy as proxy_mgr, httpclient
from ..persistence import mgr as persistencemgr
from ..api.http.controller import main as http_controller
from ..api.http.service import user as user_service
from ..api.http.service import space as space_service
from ..api.http.service import model as model_service
from ..api.http.service import provider as provider_service
from ..api.http.service import pipeline as pipeline_service
from ..api.http.service import bot as bot_service
from ..api.http.service import knowledge as knowledge_service
from ..api.http.service import mcp as mcp_service
from ..api.http.service import apikey as apikey_service
from ..api.http.service import webhook as webhook_service
from ..api.http.service import monitoring as monitoring_service
from ..api.http.service import skill as skill_service
from ..api.http.service import maintenance as maintenance_service
from ..discover import engine as discover_engine
from ..storage import mgr as storagemgr
from ..utils import bounded_executor, event_loop_monitor, logcache
from . import taskmgr
from . import entities as core_entities
from ..rag.knowledge import kbmgr as rag_mgr
from ..rag.service import RAGRuntimeService
from ..vector import mgr as vectordb_mgr
from ..telemetry import telemetry as telemetry_module
from ..survey import manager as survey_module
from ..skill import manager as skill_mgr
from ..workspace import service as workspace_service_module
from ..workspace import collaboration as workspace_collaboration_module
from ..workspace import invitation_delivery as invitation_delivery_module
from ..cloud import bootstrap as cloud_bootstrap_module
from ..cloud import launch as cloud_launch_module
from ..cloud import support_admin as cloud_support_admin_module
from ..cloud import directory_projection as cloud_directory_projection_module
from ..cloud import entitlements as cloud_entitlements_module
from ..cloud import model_catalog as cloud_model_catalog_module
from ..api.http.context import ExecutionContext, PrincipalContext, PrincipalType
class Application:
"""Runtime application object and context"""
event_loop: asyncio.AbstractEventLoop = None
# asyncio_tasks: list[asyncio.Task] = []
task_mgr: taskmgr.AsyncTaskManager = None
discover: discover_engine.ComponentDiscoveryEngine = None
platform_mgr: im_mgr.PlatformManager = None
webhook_pusher: WebhookPusher = None
cmd_mgr: cmdmgr.CommandManager = None
sess_mgr: llm_session_mgr.SessionManager = None
model_mgr: llm_model_mgr.ModelManager = None
rag_mgr: rag_mgr.RAGManager = None
rag_runtime_service: RAGRuntimeService = None
# TODO move to pipeline
tool_mgr: llm_tool_mgr.ToolManager = None
box_service: box_service_module.BoxService = None
# ======= Config manager =======
command_cfg: config_mgr.ConfigManager = None # deprecated
pipeline_cfg: config_mgr.ConfigManager = None # deprecated
platform_cfg: config_mgr.ConfigManager = None # deprecated
provider_cfg: config_mgr.ConfigManager = None # deprecated
system_cfg: config_mgr.ConfigManager = None # deprecated
instance_config: config_mgr.ConfigManager = None
instance_id: config_mgr.ConfigManager = None # used to identify the instance
# ======= Metadata config manager =======
sensitive_meta: config_mgr.ConfigManager = None
pipeline_config_meta_trigger: config_mgr.ConfigManager = None
pipeline_config_meta_safety: config_mgr.ConfigManager = None
pipeline_config_meta_ai: config_mgr.ConfigManager = None
pipeline_config_meta_output: config_mgr.ConfigManager = None
# =========================
plugin_connector: plugin_connector.PluginRuntimeConnector = None
query_pool: pool.QueryPool = None
msg_aggregator: message_aggregator.MessageAggregator = None
ctrl: controller.Controller = None
pipeline_mgr: pipelinemgr.PipelineManager = None
ver_mgr: version_mgr.VersionManager = None
proxy_mgr: proxy_mgr.ProxyManager = None
logger: logging.Logger = None
persistence_mgr: persistencemgr.PersistenceManager = None
workspace_service: workspace_service_module.WorkspaceService = None
workspace_collaboration_service: workspace_collaboration_module.WorkspaceCollaborationService = None
invitation_delivery_service: invitation_delivery_module.InvitationDeliveryService = None
space_launch_service: cloud_launch_module.SpaceLaunchService = None
support_admin_session_service: cloud_support_admin_module.SupportAdminSessionService = None
deployment: cloud_bootstrap_module.OpenSourceDeployment | cloud_bootstrap_module.VerifiedCloudDeployment = None
deployment_admission: cloud_bootstrap_module.DeploymentAdmissionGuard = None
directory_projection_service: cloud_directory_projection_module.DirectoryProjectionService | None = None
cloud_model_catalog_service: cloud_model_catalog_module.CloudModelCatalogSyncService | None = None
manifest_refresh_service: cloud_bootstrap_module.CloudManifestRefreshService | None = None
entitlement_resolver: cloud_entitlements_module.EntitlementResolver | None = None
vector_db_mgr: vectordb_mgr.VectorDBManager = None
http_ctrl: http_controller.HTTPController = None
log_cache: logcache.LogCache = None
storage_mgr: storagemgr.StorageMgr = None
# ========= HTTP Services =========
user_service: user_service.UserService = None
space_service: space_service.SpaceService = None
llm_model_service: model_service.LLMModelsService = None
embedding_models_service: model_service.EmbeddingModelsService = None
rerank_models_service: model_service.RerankModelsService = None
provider_service: provider_service.ModelProviderService = None
pipeline_service: pipeline_service.PipelineService = None
bot_service: bot_service.BotService = None
knowledge_service: knowledge_service.KnowledgeService = None
mcp_service: mcp_service.MCPService = None
apikey_service: apikey_service.ApiKeyService = None
webhook_service: webhook_service.WebhookService = None
telemetry: telemetry_module.TelemetryManager = None
survey: survey_module.SurveyManager = None
monitoring_service: monitoring_service.MonitoringService = None
skill_service: skill_service.SkillService = None
skill_mgr: skill_mgr.SkillManager = None
maintenance_service: maintenance_service.MaintenanceService = None
blocking_executor: bounded_executor.BoundedThreadPoolExecutor | None = None
event_loop_monitor: event_loop_monitor.EventLoopLagMonitor
def __init__(self):
self._shutdown_lock = asyncio.Lock()
self._shutdown_complete = False
self._shutdown_task: asyncio.Task | None = None
self.event_loop_monitor = event_loop_monitor.EventLoopLagMonitor()
def get_runtime_resource_stats(self) -> dict[str, object]:
"""Return aggregate O(1) counters for liveness and soak validation."""
try:
asyncio_tasks = len(asyncio.all_tasks(self.event_loop))
except (RuntimeError, TypeError):
asyncio_tasks = 0
task_stats = self.task_mgr.get_stats() if self.task_mgr is not None else {}
query_pool_stats = {}
if self.query_pool is not None:
query_pool_stats = {
'queued': len(self.query_pool.queries),
'cached': len(self.query_pool.cached_queries),
'active_workspaces': len(self.query_pool.active_query_count_by_workspace),
}
model_stats = {}
if self.model_mgr is not None:
model_stats = {
'providers': len(self.model_mgr.provider_dict),
'llms': len(self.model_mgr.llm_model_dict),
'embeddings': len(self.model_mgr.embedding_model_dict),
'rerankers': len(self.model_mgr.rerank_model_dict),
}
runtime_stats = {
'bots': len(getattr(self.platform_mgr, '_bots_by_key', {})),
'pipelines': len(getattr(self.pipeline_mgr, '_pipelines_by_key', {})),
'knowledge_bases': len(getattr(self.rag_mgr, 'knowledge_bases', {})),
'message_aggregation_buffers': len(getattr(self.msg_aggregator, 'buffers', {})),
'message_aggregation_scopes': len(
getattr(
self.msg_aggregator,
'_buffer_counts_by_scope',
{},
)
),
'plugin_installations': len(
getattr(
self.plugin_connector,
'_known_desired_states',
{},
)
),
}
mcp_loader = getattr(self.tool_mgr, 'mcp_tool_loader', None)
runtime_stats.update(
{
'mcp_sessions': len(getattr(mcp_loader, '_sessions', {})),
'mcp_host_tasks': len(getattr(mcp_loader, '_hosted_mcp_tasks', ())),
'mcp_dispatch_tasks': len(getattr(mcp_loader, '_host_dispatch_tasks', ())),
'mcp_projection_retirements': len(getattr(mcp_loader, '_pending_projection_retirements', ())),
'mcp_projection_reconcile_active': int(
(
projection_task := getattr(
mcp_loader,
'_projection_reconcile_task',
None,
)
)
is not None
and not projection_task.done()
),
}
)
directory_stats = {}
directory_snapshot = getattr(self.directory_projection_service, 'resource_snapshot', None)
if callable(directory_snapshot):
directory_stats = directory_snapshot()
database_stats = {}
database_snapshot = getattr(self.persistence_mgr, 'get_resource_stats', None)
if callable(database_snapshot):
database_stats = database_snapshot()
return {
'asyncio_tasks': asyncio_tasks,
'event_loop': self.event_loop_monitor.snapshot(),
'blocking_executor': (self.blocking_executor.snapshot() if self.blocking_executor is not None else {}),
'application_tasks': task_stats,
'database_pool': database_stats,
'directory': directory_stats,
'query_pool': query_pool_stats,
'models': model_stats,
'runtimes': runtime_stats,
'telemetry_tasks': len(getattr(self.telemetry, 'send_tasks', ())),
}
async def initialize(self):
pass
async def run(self):
self.event_loop_monitor.start()
try:
if self.directory_projection_service is not None:
self.task_mgr.create_task(
self.directory_projection_service.run(),
name='cloud-directory-projection',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
if self.cloud_model_catalog_service is not None:
self.task_mgr.create_task(
self.cloud_model_catalog_service.run(),
name='cloud-model-catalog-sync',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
if self.manifest_refresh_service is not None:
self.task_mgr.create_task(
self.manifest_refresh_service.run(),
name='cloud-manifest-refresh',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
await self.plugin_connector.initialize_plugins()
# 后续可能会允许动态重启其他任务
# 故为了防止程序在非 Ctrl-C 情况下退出,这里创建一个不会结束的协程
async def never_ending():
while True:
await asyncio.sleep(1)
self.task_mgr.create_task(
self.platform_mgr.run(),
name='platform-manager',
scopes=[
core_entities.LifecycleControlScope.APPLICATION,
core_entities.LifecycleControlScope.PLATFORM,
],
)
self.task_mgr.create_task(
self.ctrl.run(),
name='query-controller',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
self.task_mgr.create_task(
self.http_ctrl.run(),
name='http-api-controller',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
# Telemetry instance heartbeat (startup + daily); respects
# space.disable_telemetry via TelemetryManager.send().
if self.telemetry is not None:
from ..telemetry import heartbeat as telemetry_heartbeat
self.task_mgr.create_task(
telemetry_heartbeat.heartbeat_loop(self),
name='telemetry-heartbeat',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
monitoring_cfg = self.instance_config.data.get('monitoring', {})
auto_cleanup_cfg = monitoring_cfg.get('auto_cleanup', {})
monitoring_enabled = auto_cleanup_cfg.get('enabled', True)
retention_days = self._get_positive_int_config(
auto_cleanup_cfg.get('retention_days', 30),
default=30,
name='monitoring.auto_cleanup.retention_days',
)
delete_batch_size = self._get_positive_int_config(
auto_cleanup_cfg.get('delete_batch_size', 1000),
default=1000,
name='monitoring.auto_cleanup.delete_batch_size',
)
monitoring_interval_seconds = (
self._get_positive_float_config(
auto_cleanup_cfg.get('check_interval_hours', 1),
default=1,
name='monitoring.auto_cleanup.check_interval_hours',
)
* 3600
)
storage_cleanup_cfg = self.instance_config.data.get('storage', {}).get('cleanup', {})
storage_enabled = storage_cleanup_cfg.get('enabled', True) and self.maintenance_service is not None
storage_interval_seconds = (
self._get_positive_float_config(
storage_cleanup_cfg.get('check_interval_hours', 1),
default=1,
name='storage.cleanup.check_interval_hours',
)
* 3600
)
maintenance_intervals: dict[str, float] = {}
if monitoring_enabled:
maintenance_intervals['monitoring'] = monitoring_interval_seconds
if storage_enabled:
maintenance_intervals['storage'] = storage_interval_seconds
if self.workspace_collaboration_service is not None:
maintenance_intervals['invitations'] = 3600.0
if maintenance_intervals:
async def resource_maintenance_loop():
"""Share tenant discovery and serialize periodic maintenance."""
loop = asyncio.get_running_loop()
started_at = loop.time()
next_due = {name: started_at + interval for name, interval in maintenance_intervals.items()}
while True:
await asyncio.sleep(max(min(next_due.values()) - loop.time(), 0.0))
observed_at = loop.time()
due = {name for name, due_at in next_due.items() if due_at <= observed_at}
if not due:
continue
try:
bindings = await self.workspace_service.list_active_execution_bindings()
except asyncio.CancelledError:
raise
except Exception as exc:
self.logger.warning(f'Resource maintenance Workspace discovery failed: {exc}')
else:
for binding in bindings:
context = ExecutionContext(
instance_uuid=binding.instance_uuid,
workspace_uuid=binding.workspace_uuid,
placement_generation=binding.placement_generation,
trigger_principal=PrincipalContext(PrincipalType.SYSTEM),
)
if 'monitoring' in due:
try:
deleted = await self.monitoring_service.cleanup_expired_records(
context,
retention_days,
batch_size=delete_batch_size,
)
total_deleted = sum(deleted.values())
if total_deleted > 0:
self.logger.info(
f'Monitoring auto-cleanup: deleted {total_deleted} expired records '
f'for Workspace {context.workspace_uuid} '
f'(retention={retention_days}d): {deleted}'
)
except asyncio.CancelledError:
raise
except Exception as exc:
self.logger.warning(
f'Monitoring auto-cleanup failed for '
f'Workspace {context.workspace_uuid}: {exc}'
)
if 'storage' in due:
try:
deleted = await self.maintenance_service.cleanup_expired_files(context)
total_deleted = sum(deleted.values())
if total_deleted > 0:
self.logger.info(
f'Storage maintenance for Workspace {context.workspace_uuid}: '
f'deleted expired files: {deleted}'
)
except asyncio.CancelledError:
raise
except Exception as exc:
self.logger.warning(
f'Storage maintenance failed for Workspace {context.workspace_uuid}: {exc}'
)
if 'invitations' in due:
try:
await self.workspace_collaboration_service.cleanup_expired_invitations(
active_bindings=bindings,
)
except asyncio.CancelledError:
raise
except Exception as exc:
self.logger.warning(f'Expired Workspace invitation cleanup failed: {exc}')
completed_at = loop.time()
for name in due:
next_due[name] = completed_at + maintenance_intervals[name]
self.task_mgr.create_task(
resource_maintenance_loop(),
name='resource-maintenance',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
self.task_mgr.create_task(
never_ending(),
name='never-ending-task',
scopes=[core_entities.LifecycleControlScope.APPLICATION],
)
await self.print_web_access_info()
await self.task_mgr.wait_all()
except asyncio.CancelledError:
pass
except Exception as e:
self.logger.error(f'Application runtime fatal exception: {e}')
self.logger.debug(f'Traceback: {traceback.format_exc()}')
def _get_positive_int_config(self, value, default: int, name: str) -> int:
try:
parsed = int(value)
except (TypeError, ValueError):
self.logger.warning(f'Invalid {name}: {value!r}, using {default}')
return default
if parsed < 1:
self.logger.warning(f'Invalid {name}: {value!r}, using {default}')
return default
return parsed
def _get_positive_float_config(self, value, default: float, name: str) -> float:
try:
parsed = float(value)
except (TypeError, ValueError):
self.logger.warning(f'Invalid {name}: {value!r}, using {default}')
return default
if parsed <= 0:
self.logger.warning(f'Invalid {name}: {value!r}, using {default}')
return default
return parsed
async def shutdown(self):
"""Stop application work and deterministically release runtime resources."""
async with self._shutdown_lock:
if self._shutdown_complete:
return
if self.task_mgr is not None:
self.task_mgr.cancel_by_scope(core_entities.LifecycleControlScope.APPLICATION)
with contextlib.suppress(Exception):
await self.event_loop_monitor.stop()
mcp_mount = getattr(self.http_ctrl, 'mcp_mount', None)
if mcp_mount is not None:
with contextlib.suppress(Exception):
await mcp_mount.stop_session_manager()
if self.platform_mgr is not None:
with contextlib.suppress(Exception):
await self.platform_mgr.shutdown()
if self.tool_mgr is not None:
with contextlib.suppress(Exception):
await self.tool_mgr.shutdown()
if self.model_mgr is not None:
with contextlib.suppress(Exception):
await self.model_mgr.shutdown()
if self.box_service is not None:
with contextlib.suppress(Exception):
await self.box_service.shutdown()
if self.plugin_connector is not None:
with contextlib.suppress(Exception):
await self.plugin_connector.aclose()
if self.telemetry is not None:
with contextlib.suppress(Exception):
await self.telemetry.shutdown()
if self.vector_db_mgr is not None:
with contextlib.suppress(Exception):
await self.vector_db_mgr.shutdown()
if self.storage_mgr is not None:
with contextlib.suppress(Exception):
await self.storage_mgr.shutdown()
manifest_provider = getattr(self.deployment, 'manifest_provider', None)
if manifest_provider is not None:
with contextlib.suppress(Exception):
await manifest_provider.aclose()
if self.task_mgr is not None:
tasks = [wrapper.task for wrapper in self.task_mgr.tasks if not wrapper.task.done()]
if tasks:
await asyncio.gather(*tasks, return_exceptions=True)
with contextlib.suppress(Exception):
await httpclient.close_all()
persistence_shutdown = getattr(self.persistence_mgr, 'shutdown', None)
if callable(persistence_shutdown):
with contextlib.suppress(Exception):
await persistence_shutdown()
else:
# Compatibility for lightweight test/application doubles.
persistence_db = getattr(self.persistence_mgr, 'db', None)
persistence_engine = getattr(persistence_db, 'engine', None)
if persistence_engine is not None:
with contextlib.suppress(Exception):
await persistence_engine.dispose()
self._shutdown_complete = True
def dispose(self):
"""Compatibility wrapper for callers that cannot await shutdown."""
if self._shutdown_complete:
return
loop = self.event_loop
if loop is not None and not loop.is_closed():
if self._shutdown_task is None or self._shutdown_task.done():
self._shutdown_task = loop.create_task(self.shutdown())
return
if self.plugin_connector is not None:
self.plugin_connector.dispose()
if self.box_service is not None:
self.box_service.dispose()
async def print_web_access_info(self):
"""Print access webui tips"""
from ..utils import paths
frontend_path = paths.get_frontend_path()
if not os.path.exists(frontend_path):
self.logger.warning('WebUI 文件缺失,请根据文档部署:https://docs.langbot.app/zh')
self.logger.warning(
'WebUI files are missing, please deploy according to the documentation: https://docs.langbot.app/en'
)
return
host_ip = '127.0.0.1'
port = self.instance_config.data['api']['port']
tips = f"""
=======================================
✨ Access WebUI / 访问管理面板
🏠 Local Address: http://{host_ip}:{port}/
🌐 Public Address: http://<Your Public IP>:{port}/
📌 Running this program in a container? Please ensure that the {port} port is exposed
=======================================
""".strip()
for line in tips.split('\n'):
self.logger.info(line)