dify/api/services/workflow_service.py

84 lines
2.5 KiB
Python

import json
from datetime import datetime
from extensions.ext_database import db
from models.account import Account
from models.model import App, ChatbotAppEngine
from models.workflow import Workflow, WorkflowType
from services.workflow.defaults import default_block_configs
from services.workflow.workflow_converter import WorkflowConverter
class WorkflowService:
"""
Workflow Service
"""
def get_draft_workflow(self, app_model: App) -> Workflow:
"""
Get draft workflow
"""
# fetch draft workflow by app_model
workflow = db.session.query(Workflow).filter(
Workflow.tenant_id == app_model.tenant_id,
Workflow.app_id == app_model.id,
Workflow.version == 'draft'
).first()
# return draft workflow
return workflow
def sync_draft_workflow(self, app_model: App, graph: dict, account: Account) -> Workflow:
"""
Sync draft workflow
"""
# fetch draft workflow by app_model
workflow = self.get_draft_workflow(app_model=app_model)
# create draft workflow if not found
if not workflow:
workflow = Workflow(
tenant_id=app_model.tenant_id,
app_id=app_model.id,
type=WorkflowType.from_app_mode(app_model.mode).value,
version='draft',
graph=json.dumps(graph),
created_by=account.id
)
db.session.add(workflow)
# update draft workflow if found
else:
workflow.graph = json.dumps(graph)
workflow.updated_by = account.id
workflow.updated_at = datetime.utcnow()
# commit db session changes
db.session.commit()
# return draft workflow
return workflow
def get_default_block_configs(self) -> dict:
"""
Get default block configs
"""
# return default block config
return default_block_configs
def chatbot_convert_to_workflow(self, app_model: App) -> Workflow:
"""
basic mode of chatbot app to workflow
:param app_model: App instance
:return:
"""
# check if chatbot app is in basic mode
if app_model.app_model_config.chatbot_app_engine != ChatbotAppEngine.NORMAL:
raise ValueError('Chatbot app already in workflow mode')
# convert to workflow mode
workflow_converter = WorkflowConverter()
workflow = workflow_converter.convert_to_workflow(app_model=app_model)
return workflow