Files
dify-plugin-sdks/python/dify_plugin/plugin.py
T
2024-07-12 15:47:08 +08:00

117 lines
4.3 KiB
Python

import logging
import sys
from typing import Type
from pydantic import BaseModel
from dify_plugin.config.config import DifyPluginConfig
from dify_plugin.core.runtime.entities.request import PluginInvokeType, ToolInvokeRequest
from dify_plugin.core.runtime.session import Session
from dify_plugin.core.server.io_server import IOServer
from dify_plugin.logger_format import DifyPluginLoggerFormatter
from dify_plugin.model.model import Model, ModelProvider
from dify_plugin.tool.entities import ToolRuntime
from dify_plugin.tool.tool import Tool, ToolProvider
from dify_plugin.utils.io_writer import PluginOutputStream
logger = logging.getLogger(__name__)
logger.setLevel(logging.INFO)
handler = logging.StreamHandler(sys.stdout)
handler.setLevel(logging.INFO)
handler.setFormatter(DifyPluginLoggerFormatter())
logger.addHandler(handler)
class Plugin(IOServer):
class ToolRegistration(BaseModel):
cls: Type[ToolProvider]
tools: list[Type[Tool]]
tools: list[ToolRegistration]
models: list[Type[ModelProvider]]
def __init__(self, config: DifyPluginConfig) -> None:
self.tools = []
self.models = []
super().__init__(config)
def register_model_provider(self, provider: Type[ModelProvider]):
pass
def register_model(self, tool: Type[Model]):
pass
def register_tool_provider(self, tool: Type[ToolProvider]):
if not issubclass(tool, ToolProvider):
raise ValueError('Tool must be a subclass of ToolProvider')
logger.info(f'Registering tool provider {tool.__name__}')
self.tools.append(self.ToolRegistration(cls=tool, tools=[]))
return tool
def register_tool(self, provider: Type[ToolProvider]):
def decorator(cls: Type[Tool]):
if not issubclass(cls, Tool):
raise ValueError('Tool must be a subclass of Tool')
logger.info(f'Registering tool {cls.__name__} for provider {provider.__name__}')
for tool_registration in self.tools:
if tool_registration.cls == provider:
tool_registration.tools.append(cls)
break
else:
raise ValueError(f'Provider {provider.__name__} not found')
return cls
return decorator
def get_tool_provider_cls(self, provider: str):
for provider_registration in self.tools:
if provider_registration.cls.configuration().name == provider:
return provider_registration.cls
return None
def get_tool_cls(self, provider: Type[ToolProvider], tool: str):
for tool_registration in self.tools:
if tool_registration.cls == provider:
for tool_cls in tool_registration.tools:
if tool_cls.configuration().name == tool:
return tool_cls
return None
async def _execute_request(self, session_id: str, data: dict):
session = Session(session_id=session_id, executor=self.executer)
if data.get('type') == PluginInvokeType.Tool.value:
request = ToolInvokeRequest(**data)
provider_cls = self.get_tool_provider_cls(request.provider)
if provider_cls is None:
raise ValueError(f'Provider {request.provider} not found')
tool_cls = self.get_tool_cls(provider_cls, request.tool)
if tool_cls is None:
raise ValueError(f'Tool {request.tool} not found for provider {request.provider}')
provider = provider_cls()
tool = tool_cls(runtime=ToolRuntime(
credentials=request.credentials,
user_id=request.user_id
))
response = session.run_tool(action=request.action,
provider=provider,
tool=tool,
parameters=request.parameters)
async for message in response:
PluginOutputStream.session_message(
session_id=session_id,
data=PluginOutputStream.stream_object(
data=message
)
)
elif data.get('type') == PluginInvokeType.Model.value:
request = ToolInvokeRequest(**data)