feat: decouple WorkflowAppRunner from AppRunner (#21739)
Signed-off-by: -LAN- <laipz8200@outlook.com>
This commit is contained in:
@@ -7,7 +7,8 @@ from typing import Any, Literal, Optional, Union, overload
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from flask import Flask, current_app
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from pydantic import ValidationError
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from sqlalchemy.orm import sessionmaker
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from sqlalchemy import select
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from sqlalchemy.orm import Session, sessionmaker
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import contexts
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from configs import dify_config
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@@ -486,21 +487,52 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
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"""
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with preserve_flask_contexts(flask_app, context_vars=context):
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try:
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# get conversation and message
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conversation = self._get_conversation(conversation_id)
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message = self._get_message(message_id)
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# get conversation and message
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conversation = self._get_conversation(conversation_id)
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message = self._get_message(message_id)
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# chatbot app
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runner = AdvancedChatAppRunner(
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application_generate_entity=application_generate_entity,
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queue_manager=queue_manager,
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conversation=conversation,
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message=message,
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dialogue_count=self._dialogue_count,
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variable_loader=variable_loader,
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with Session(db.engine, expire_on_commit=False) as session:
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workflow = session.scalar(
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select(Workflow).where(
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Workflow.tenant_id == application_generate_entity.app_config.tenant_id,
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Workflow.app_id == application_generate_entity.app_config.app_id,
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Workflow.id == application_generate_entity.app_config.workflow_id,
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)
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)
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if workflow is None:
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raise ValueError("Workflow not found")
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# Determine system_user_id based on invocation source
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is_external_api_call = application_generate_entity.invoke_from in {
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InvokeFrom.WEB_APP,
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InvokeFrom.SERVICE_API,
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}
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if is_external_api_call:
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# For external API calls, use end user's session ID
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end_user = session.scalar(select(EndUser).where(EndUser.id == application_generate_entity.user_id))
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system_user_id = end_user.session_id if end_user else ""
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else:
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# For internal calls, use the original user ID
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system_user_id = application_generate_entity.user_id
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app = session.scalar(select(App).where(App.id == application_generate_entity.app_config.app_id))
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if app is None:
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raise ValueError("App not found")
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runner = AdvancedChatAppRunner(
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application_generate_entity=application_generate_entity,
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queue_manager=queue_manager,
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conversation=conversation,
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message=message,
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dialogue_count=self._dialogue_count,
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variable_loader=variable_loader,
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workflow=workflow,
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system_user_id=system_user_id,
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app=app,
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)
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try:
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runner.run()
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except GenerateTaskStoppedError:
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pass
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@@ -1,6 +1,6 @@
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import logging
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from collections.abc import Mapping
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from typing import Any, cast
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from typing import Any, Optional, cast
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from sqlalchemy import select
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from sqlalchemy.orm import Session
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@@ -9,13 +9,19 @@ from configs import dify_config
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from core.app.apps.advanced_chat.app_config_manager import AdvancedChatAppConfig
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from core.app.apps.base_app_queue_manager import AppQueueManager
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from core.app.apps.workflow_app_runner import WorkflowBasedAppRunner
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from core.app.entities.app_invoke_entities import AdvancedChatAppGenerateEntity, InvokeFrom
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from core.app.entities.app_invoke_entities import (
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AdvancedChatAppGenerateEntity,
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AppGenerateEntity,
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InvokeFrom,
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)
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from core.app.entities.queue_entities import (
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QueueAnnotationReplyEvent,
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QueueStopEvent,
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QueueTextChunkEvent,
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)
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from core.app.features.annotation_reply.annotation_reply import AnnotationReplyFeature
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from core.moderation.base import ModerationError
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from core.moderation.input_moderation import InputModeration
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from core.variables.variables import VariableUnion
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from core.workflow.callbacks import WorkflowCallback, WorkflowLoggingCallback
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from core.workflow.entities.variable_pool import VariablePool
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@@ -23,8 +29,9 @@ from core.workflow.system_variable import SystemVariable
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from core.workflow.variable_loader import VariableLoader
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from core.workflow.workflow_entry import WorkflowEntry
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from extensions.ext_database import db
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from models import Workflow
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from models.enums import UserFrom
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from models.model import App, Conversation, EndUser, Message
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from models.model import App, Conversation, Message, MessageAnnotation
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from models.workflow import ConversationVariable, WorkflowType
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logger = logging.getLogger(__name__)
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@@ -37,21 +44,29 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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def __init__(
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self,
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*,
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application_generate_entity: AdvancedChatAppGenerateEntity,
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queue_manager: AppQueueManager,
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conversation: Conversation,
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message: Message,
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dialogue_count: int,
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variable_loader: VariableLoader,
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workflow: Workflow,
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system_user_id: str,
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app: App,
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) -> None:
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super().__init__(queue_manager, variable_loader)
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super().__init__(
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queue_manager=queue_manager,
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variable_loader=variable_loader,
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app_id=application_generate_entity.app_config.app_id,
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)
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self.application_generate_entity = application_generate_entity
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self.conversation = conversation
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self.message = message
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self._dialogue_count = dialogue_count
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def _get_app_id(self) -> str:
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return self.application_generate_entity.app_config.app_id
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self._workflow = workflow
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self.system_user_id = system_user_id
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self._app = app
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def run(self) -> None:
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app_config = self.application_generate_entity.app_config
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@@ -61,18 +76,6 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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if not app_record:
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raise ValueError("App not found")
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workflow = self.get_workflow(app_model=app_record, workflow_id=app_config.workflow_id)
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if not workflow:
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raise ValueError("Workflow not initialized")
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user_id: str | None = None
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if self.application_generate_entity.invoke_from in {InvokeFrom.WEB_APP, InvokeFrom.SERVICE_API}:
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end_user = db.session.query(EndUser).filter(EndUser.id == self.application_generate_entity.user_id).first()
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if end_user:
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user_id = end_user.session_id
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else:
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user_id = self.application_generate_entity.user_id
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workflow_callbacks: list[WorkflowCallback] = []
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if dify_config.DEBUG:
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workflow_callbacks.append(WorkflowLoggingCallback())
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@@ -80,14 +83,14 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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if self.application_generate_entity.single_iteration_run:
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# if only single iteration run is requested
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graph, variable_pool = self._get_graph_and_variable_pool_of_single_iteration(
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workflow=workflow,
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workflow=self._workflow,
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node_id=self.application_generate_entity.single_iteration_run.node_id,
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user_inputs=dict(self.application_generate_entity.single_iteration_run.inputs),
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)
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elif self.application_generate_entity.single_loop_run:
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# if only single loop run is requested
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graph, variable_pool = self._get_graph_and_variable_pool_of_single_loop(
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workflow=workflow,
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workflow=self._workflow,
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node_id=self.application_generate_entity.single_loop_run.node_id,
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user_inputs=dict(self.application_generate_entity.single_loop_run.inputs),
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)
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@@ -98,7 +101,7 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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# moderation
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if self.handle_input_moderation(
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app_record=app_record,
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app_record=self._app,
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app_generate_entity=self.application_generate_entity,
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inputs=inputs,
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query=query,
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@@ -108,7 +111,7 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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# annotation reply
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if self.handle_annotation_reply(
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app_record=app_record,
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app_record=self._app,
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message=self.message,
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query=query,
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app_generate_entity=self.application_generate_entity,
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@@ -128,7 +131,7 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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ConversationVariable.from_variable(
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app_id=self.conversation.app_id, conversation_id=self.conversation.id, variable=variable
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)
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for variable in workflow.conversation_variables
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for variable in self._workflow.conversation_variables
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]
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session.add_all(db_conversation_variables)
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# Convert database entities to variables.
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@@ -141,7 +144,7 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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query=query,
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files=files,
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conversation_id=self.conversation.id,
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user_id=user_id,
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user_id=self.system_user_id,
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dialogue_count=self._dialogue_count,
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app_id=app_config.app_id,
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workflow_id=app_config.workflow_id,
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@@ -152,25 +155,25 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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variable_pool = VariablePool(
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system_variables=system_inputs,
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user_inputs=inputs,
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environment_variables=workflow.environment_variables,
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environment_variables=self._workflow.environment_variables,
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# Based on the definition of `VariableUnion`,
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# `list[Variable]` can be safely used as `list[VariableUnion]` since they are compatible.
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conversation_variables=cast(list[VariableUnion], conversation_variables),
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)
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# init graph
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graph = self._init_graph(graph_config=workflow.graph_dict)
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graph = self._init_graph(graph_config=self._workflow.graph_dict)
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db.session.close()
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# RUN WORKFLOW
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workflow_entry = WorkflowEntry(
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tenant_id=workflow.tenant_id,
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app_id=workflow.app_id,
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workflow_id=workflow.id,
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workflow_type=WorkflowType.value_of(workflow.type),
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tenant_id=self._workflow.tenant_id,
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app_id=self._workflow.app_id,
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workflow_id=self._workflow.id,
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workflow_type=WorkflowType.value_of(self._workflow.type),
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graph=graph,
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graph_config=workflow.graph_dict,
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graph_config=self._workflow.graph_dict,
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user_id=self.application_generate_entity.user_id,
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user_from=(
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UserFrom.ACCOUNT
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@@ -241,3 +244,51 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
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self._publish_event(QueueTextChunkEvent(text=text))
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self._publish_event(QueueStopEvent(stopped_by=stopped_by))
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def query_app_annotations_to_reply(
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self, app_record: App, message: Message, query: str, user_id: str, invoke_from: InvokeFrom
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) -> Optional[MessageAnnotation]:
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"""
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Query app annotations to reply
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:param app_record: app record
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:param message: message
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:param query: query
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:param user_id: user id
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:param invoke_from: invoke from
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:return:
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"""
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annotation_reply_feature = AnnotationReplyFeature()
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return annotation_reply_feature.query(
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app_record=app_record, message=message, query=query, user_id=user_id, invoke_from=invoke_from
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)
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def moderation_for_inputs(
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self,
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*,
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app_id: str,
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tenant_id: str,
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app_generate_entity: AppGenerateEntity,
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inputs: Mapping[str, Any],
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query: str | None = None,
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message_id: str,
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) -> tuple[bool, Mapping[str, Any], str]:
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"""
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Process sensitive_word_avoidance.
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:param app_id: app id
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:param tenant_id: tenant id
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:param app_generate_entity: app generate entity
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:param inputs: inputs
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:param query: query
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:param message_id: message id
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:return:
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"""
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moderation_feature = InputModeration()
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return moderation_feature.check(
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app_id=app_id,
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tenant_id=tenant_id,
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app_config=app_generate_entity.app_config,
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inputs=dict(inputs),
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query=query or "",
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message_id=message_id,
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trace_manager=app_generate_entity.trace_manager,
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)
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