DB-GPT/dbgpt/serve/flow/serve.py
Fangyin Cheng 9502251c08
feat(core): AWEL flow 2.0 backend code (#1879)
Co-authored-by: yhjun1026 <460342015@qq.com>
2024-08-23 14:57:54 +08:00

102 lines
3.4 KiB
Python

import logging
from typing import List, Optional, Union
from sqlalchemy import URL
from dbgpt.component import SystemApp
from dbgpt.core.interface.variables import VariablesProvider
from dbgpt.serve.core import BaseServe
from dbgpt.storage.metadata import DatabaseManager
from .api.endpoints import init_endpoints, router
from .config import (
APP_NAME,
SERVE_APP_NAME,
SERVE_APP_NAME_HUMP,
SERVE_CONFIG_KEY_PREFIX,
ServeConfig,
)
logger = logging.getLogger(__name__)
class Serve(BaseServe):
"""Serve component for DB-GPT"""
name = SERVE_APP_NAME
def __init__(
self,
system_app: SystemApp,
api_prefix: Optional[List[str]] = None,
api_tags: Optional[List[str]] = None,
db_url_or_db: Union[str, URL, DatabaseManager] = None,
try_create_tables: Optional[bool] = False,
):
if api_prefix is None:
api_prefix = [f"/api/v1/serve/awel", "/api/v2/serve/awel"]
if api_tags is None:
api_tags = [SERVE_APP_NAME_HUMP]
super().__init__(
system_app, api_prefix, api_tags, db_url_or_db, try_create_tables
)
self._db_manager: Optional[DatabaseManager] = None
self._variables_provider: Optional[VariablesProvider] = None
self._serve_config: Optional[ServeConfig] = None
def init_app(self, system_app: SystemApp):
if self._app_has_initiated:
return
self._system_app = system_app
for prefix in self._api_prefix:
self._system_app.app.include_router(
router, prefix=prefix, tags=self._api_tags
)
init_endpoints(self._system_app)
self._app_has_initiated = True
def on_init(self):
"""Called when init the application.
You can do some initialization here. You can't get other components here because they may be not initialized yet
"""
# import your own module here to ensure the module is loaded before the application starts
from .models.models import ServeEntity
def before_start(self):
"""Called before the start of the application."""
from dbgpt.core.interface.variables import (
FernetEncryption,
StorageVariablesProvider,
)
from dbgpt.storage.metadata.db_storage import SQLAlchemyStorage
from dbgpt.util.serialization.json_serialization import JsonSerializer
from .models.models import ServeEntity, VariablesEntity
from .models.variables_adapter import VariablesAdapter
self._db_manager = self.create_or_get_db_manager()
self._serve_config = ServeConfig.from_app_config(
self._system_app.config, SERVE_CONFIG_KEY_PREFIX
)
self._db_manager = self.create_or_get_db_manager()
storage_adapter = VariablesAdapter()
serializer = JsonSerializer()
storage = SQLAlchemyStorage(
self._db_manager,
VariablesEntity,
storage_adapter,
serializer,
)
self._variables_provider = StorageVariablesProvider(
storage=storage,
encryption=FernetEncryption(self._serve_config.encrypt_key),
system_app=self._system_app,
)
@property
def variables_provider(self):
"""Get the variables provider of the serve app with db storage"""
return self._variables_provider