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fix(workflow): Fix workflow release process and API call issues

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This commit is contained in:
Eternity
2026-01-15 11:21:50 +08:00
parent 88abdc49fe
commit 034559aac7
8 changed files with 314 additions and 284 deletions
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24
api/app/controllers/public_share_controller.py
View File

@@ -8,9 +8,10 @@ from sqlalchemy.orm import Session
from app.core.logging_config import get_business_logger from app.core.logging_config import get_business_logger
from app.core.response_utils import success from app.core.response_utils import success
from app.db import get_db from app.db import get_db, get_db_read
from app.dependencies import get_share_user_id, ShareTokenData from app.dependencies import get_share_user_id, ShareTokenData
from app.repositories import knowledge_repository from app.repositories import knowledge_repository
from app.repositories.workflow_repository import WorkflowConfigRepository
from app.schemas import release_share_schema, conversation_schema from app.schemas import release_share_schema, conversation_schema
from app.schemas.response_schema import PageData, PageMeta from app.schemas.response_schema import PageData, PageMeta
from app.services import workspace_service from app.services import workspace_service
@@ -19,7 +20,8 @@ from app.services.conversation_service import ConversationService
from app.services.release_share_service import ReleaseShareService from app.services.release_share_service import ReleaseShareService
from app.services.shared_chat_service import SharedChatService from app.services.shared_chat_service import SharedChatService
from app.services.app_chat_service import AppChatService, get_app_chat_service from app.services.app_chat_service import AppChatService, get_app_chat_service
from app.utils.app_config_utils import dict_to_multi_agent_config, workflow_config_4_app_release, agent_config_4_app_release, multi_agent_config_4_app_release from app.utils.app_config_utils import dict_to_multi_agent_config, workflow_config_4_app_release, \
agent_config_4_app_release, multi_agent_config_4_app_release
router = APIRouter(prefix="/public/share", tags=["Public Share"]) router = APIRouter(prefix="/public/share", tags=["Public Share"])
logger = get_business_logger() logger = get_business_logger()
@@ -183,7 +185,6 @@ def get_embed_code(
return success(data=embed_code) return success(data=embed_code)
# ---------- 会话管理接口 ---------- # ---------- 会话管理接口 ----------
@router.get( @router.get(
@@ -313,7 +314,7 @@ async def chat(
) )
end_user_id = str(new_end_user.id) end_user_id = str(new_end_user.id)
appid=share.app_id appid = share.app_id
"""获取存储类型和工作空间的ID""" """获取存储类型和工作空间的ID"""
# 直接通过 SQLAlchemy 查询 app # 直接通过 SQLAlchemy 查询 app
@@ -427,7 +428,7 @@ async def chat(
async for event in app_chat_service.agnet_chat_stream( async for event in app_chat_service.agnet_chat_stream(
message=payload.message, message=payload.message,
conversation_id=conversation.id, # 使用已创建的会话 ID conversation_id=conversation.id, # 使用已创建的会话 ID
user_id= str(new_end_user.id), # 转换为字符串 user_id=str(new_end_user.id), # 转换为字符串
variables=payload.variables, variables=payload.variables,
web_search=payload.web_search, web_search=payload.web_search,
config=agent_config, config=agent_config,
@@ -561,13 +562,14 @@ async def chat(
# return success(data=conversation_schema.ChatResponse(**result)) # return success(data=conversation_schema.ChatResponse(**result))
elif app_type == AppType.WORKFLOW: elif app_type == AppType.WORKFLOW:
config = workflow_config_4_app_release(release) config = workflow_config_4_app_release(release)
if not config.id:
with get_db_read() as db:
source_config = WorkflowConfigRepository(db).get_by_app_id(release.app_id)
config.id = source_config.id
if payload.stream: if payload.stream:
async def event_generator(): async def event_generator():
async for event in app_chat_service.workflow_chat_stream( async for event in app_chat_service.workflow_chat_stream(
message=payload.message, message=payload.message,
conversation_id=conversation.id, # 使用已创建的会话 ID conversation_id=conversation.id, # 使用已创建的会话 ID
user_id=end_user_id, # 转换为字符串 user_id=end_user_id, # 转换为字符串
@@ -578,7 +580,8 @@ async def chat(
storage_type=storage_type, storage_type=storage_type,
user_rag_memory_id=user_rag_memory_id, user_rag_memory_id=user_rag_memory_id,
app_id=release.app_id, app_id=release.app_id,
workspace_id=workspace_id workspace_id=workspace_id,
release_id=release.id
): ):
event_type = event.get("event", "message") event_type = event.get("event", "message")
event_data = event.get("data", {}) event_data = event.get("data", {})
@@ -610,7 +613,8 @@ async def chat(
storage_type=storage_type, storage_type=storage_type,
user_rag_memory_id=user_rag_memory_id, user_rag_memory_id=user_rag_memory_id,
app_id=release.app_id, app_id=release.app_id,
workspace_id=workspace_id workspace_id=workspace_id,
release_id=release.id
) )
logger.debug( logger.debug(
"工作流试运行返回结果", "工作流试运行返回结果",

10
api/app/controllers/service/app_api_controller.py
View File

@@ -242,8 +242,9 @@ async def chat(
memory=payload.memory, memory=payload.memory,
storage_type=storage_type, storage_type=storage_type,
user_rag_memory_id=user_rag_memory_id, user_rag_memory_id=user_rag_memory_id,
app_id=app.app_id, app_id=app.id,
workspace_id=workspace_id workspace_id=workspace_id,
release_id=app.current_release.id,
): ):
event_type = event.get("event", "message") event_type = event.get("event", "message")
event_data = event.get("data", {}) event_data = event.get("data", {})
@@ -274,8 +275,9 @@ async def chat(
memory=payload.memory, memory=payload.memory,
storage_type=storage_type, storage_type=storage_type,
user_rag_memory_id=user_rag_memory_id, user_rag_memory_id=user_rag_memory_id,
app_id=app.app_id, app_id=app.id,
workspace_id=workspace_id workspace_id=workspace_id,
release_id=app.current_release.id
) )
logger.debug( logger.debug(
"工作流试运行返回结果", "工作流试运行返回结果",

7
api/app/core/workflow/nodes/knowledge/node.py
View File

@@ -10,9 +10,8 @@ from app.core.workflow.nodes.base_node import BaseNode, WorkflowState
from app.core.workflow.nodes.knowledge import KnowledgeRetrievalNodeConfig from app.core.workflow.nodes.knowledge import KnowledgeRetrievalNodeConfig
from app.db import get_db_read from app.db import get_db_read
from app.models import knowledge_model, knowledgeshare_model, ModelType from app.models import knowledge_model, knowledgeshare_model, ModelType
from app.repositories import knowledge_repository from app.repositories import knowledge_repository, knowledgeshare_repository
from app.schemas.chunk_schema import RetrieveType from app.schemas.chunk_schema import RetrieveType
from app.services import knowledge_service, knowledgeshare_service
from app.services.model_service import ModelConfigService from app.services.model_service import ModelConfigService
logger = logging.getLogger(__name__) logger = logging.getLogger(__name__)
@@ -96,7 +95,7 @@ class KnowledgeRetrievalNode(BaseNode):
filters = self._build_kb_filter(kb_ids, knowledge_model.PermissionType.Share) filters = self._build_kb_filter(kb_ids, knowledge_model.PermissionType.Share)
share_ids = knowledge_service.knowledge_repository.get_chunked_knowledgeids( share_ids = knowledge_repository.get_chunked_knowledgeids(
db=db, db=db,
filters=filters filters=filters
) )
@@ -105,7 +104,7 @@ class KnowledgeRetrievalNode(BaseNode):
filters = [ filters = [
knowledgeshare_model.KnowledgeShare.target_kb_id.in_(kb_ids) knowledgeshare_model.KnowledgeShare.target_kb_id.in_(kb_ids)
] ]
items = knowledgeshare_service.knowledgeshare_repository.get_source_kb_ids_by_target_kb_id( items = knowledgeshare_repository.get_source_kb_ids_by_target_kb_id(
db=db, db=db,
filters=filters filters=filters
) )

8
api/app/models/workflow_model.py
View File

@@ -75,6 +75,14 @@ class WorkflowExecution(Base):
nullable=False, nullable=False,
index=True index=True
) )
release_id = Column(
UUID(as_uuid=True),
ForeignKey("app_releases.id", ondelete="CASCADE"),
nullable=True,
index=True
)
app_id = Column( app_id = Column(
UUID(as_uuid=True), UUID(as_uuid=True),
ForeignKey("apps.id", ondelete="CASCADE"), ForeignKey("apps.id", ondelete="CASCADE"),

6
api/app/services/app_chat_service.py
View File

@@ -527,6 +527,7 @@ class AppChatService:
conversation_id: uuid.UUID, conversation_id: uuid.UUID,
config: WorkflowConfig, config: WorkflowConfig,
app_id: uuid.UUID, app_id: uuid.UUID,
release_id: uuid.UUID,
workspace_id: uuid.UUID, workspace_id: uuid.UUID,
user_id: Optional[str] = None, user_id: Optional[str] = None,
variables: Optional[Dict[str, Any]] = None, variables: Optional[Dict[str, Any]] = None,
@@ -549,6 +550,7 @@ class AppChatService:
payload=payload, payload=payload,
config=config, config=config,
workspace_id=workspace_id, workspace_id=workspace_id,
release_id=release_id,
) )
async def workflow_chat_stream( async def workflow_chat_stream(
@@ -557,6 +559,7 @@ class AppChatService:
conversation_id: uuid.UUID, conversation_id: uuid.UUID,
config: WorkflowConfig, config: WorkflowConfig,
app_id: uuid.UUID, app_id: uuid.UUID,
release_id: uuid.UUID,
workspace_id: uuid.UUID, workspace_id: uuid.UUID,
user_id: str = None, user_id: str = None,
variables: Optional[Dict[str, Any]] = None, variables: Optional[Dict[str, Any]] = None,
@@ -565,7 +568,7 @@ class AppChatService:
storage_type: Optional[str] = None, storage_type: Optional[str] = None,
user_rag_memory_id: Optional[str] = None, user_rag_memory_id: Optional[str] = None,
) -> AsyncGenerator[str, None]: ) -> AsyncGenerator[dict, None]:
"""聊天（流式）""" """聊天（流式）"""
workflow_service = WorkflowService(self.db) workflow_service = WorkflowService(self.db)
payload = DraftRunRequest( payload = DraftRunRequest(
@@ -580,6 +583,7 @@ class AppChatService:
payload=payload, payload=payload,
config=config, config=config,
workspace_id=workspace_id, workspace_id=workspace_id,
release_id=release_id
): ):
yield event yield event

39
api/app/services/app_service.py
View File

@@ -129,7 +129,7 @@ class AppService:
Raises: Raises:
ResourceNotFoundException: 当应用不存在时 ResourceNotFoundException: 当应用不存在时
""" """
app = get_apps_by_id(self.db,app_id) app = get_apps_by_id(self.db, app_id)
if not app: if not app:
logger.warning("应用不存在", extra={"app_id": str(app_id)}) logger.warning("应用不存在", extra={"app_id": str(app_id)})
raise ResourceNotFoundException("应用", str(app_id)) raise ResourceNotFoundException("应用", str(app_id))
@@ -227,7 +227,6 @@ class AppService:
if not model_api_key: if not model_api_key:
raise ResourceNotFoundException("模型配置", str(multi_agent_config.default_model_config_id)) raise ResourceNotFoundException("模型配置", str(multi_agent_config.default_model_config_id))
# 3. 检查子 Agent 配置 # 3. 检查子 Agent 配置
if not multi_agent_config.sub_agents or len(multi_agent_config.sub_agents) == 0: if not multi_agent_config.sub_agents or len(multi_agent_config.sub_agents) == 0:
raise BusinessException( raise BusinessException(
@@ -875,7 +874,8 @@ class AppService:
self._validate_workspace_access(app, workspace_id) self._validate_workspace_access(app, workspace_id)
stmt = select(AgentConfig).where(AgentConfig.app_id == app_id, AgentConfig.is_active==True).order_by(AgentConfig.updated_at.desc()) stmt = select(AgentConfig).where(AgentConfig.app_id == app_id, AgentConfig.is_active == True).order_by(
AgentConfig.updated_at.desc())
agent_cfg: Optional[AgentConfig] = self.db.scalars(stmt).first() agent_cfg: Optional[AgentConfig] = self.db.scalars(stmt).first()
now = datetime.datetime.now() now = datetime.datetime.now()
@@ -948,7 +948,8 @@ class AppService:
# 只读操作，允许访问共享应用 # 只读操作，允许访问共享应用
self._validate_app_accessible(app, workspace_id) self._validate_app_accessible(app, workspace_id)
stmt = select(AgentConfig).where(AgentConfig.app_id == app_id, AgentConfig.is_active == True).order_by(AgentConfig.updated_at.desc()) stmt = select(AgentConfig).where(AgentConfig.app_id == app_id, AgentConfig.is_active == True).order_by(
AgentConfig.updated_at.desc())
config = self.db.scalars(stmt).first() config = self.db.scalars(stmt).first()
if config: if config:
@@ -1200,7 +1201,8 @@ class AppService:
default_model_config_id = None default_model_config_id = None
if app.type == AppType.AGENT: if app.type == AppType.AGENT:
stmt = select(AgentConfig).where(AgentConfig.app_id == app_id, AgentConfig.is_active == True).order_by(AgentConfig.updated_at.desc()) stmt = select(AgentConfig).where(AgentConfig.app_id == app_id, AgentConfig.is_active == True).order_by(
AgentConfig.updated_at.desc())
agent_cfg = self.db.scalars(stmt).first() agent_cfg = self.db.scalars(stmt).first()
if not agent_cfg: if not agent_cfg:
raise BusinessException("Agent 应用缺少配置，无法发布", BizCode.AGENT_CONFIG_MISSING) raise BusinessException("Agent 应用缺少配置，无法发布", BizCode.AGENT_CONFIG_MISSING)
@@ -1237,7 +1239,6 @@ class AppService:
# 4. 构建配置快照 # 4. 构建配置快照
config = { config = {
"model_parameters": model_parameters_to_dict(multi_agent_cfg.model_parameters), "model_parameters": model_parameters_to_dict(multi_agent_cfg.model_parameters),
"master_agent_id": str(multi_agent_cfg.master_agent_id), "master_agent_id": str(multi_agent_cfg.master_agent_id),
@@ -1264,6 +1265,7 @@ class AppService:
raise BusinessException("应用缺少有效配置，无法发布", BizCode.CONFIG_MISSING) raise BusinessException("应用缺少有效配置，无法发布", BizCode.CONFIG_MISSING)
config = { config = {
"id": workflow_cfg.id,
"nodes": workflow_cfg.nodes, "nodes": workflow_cfg.nodes,
"edges": workflow_cfg.edges, "edges": workflow_cfg.edges,
"variables": workflow_cfg.variables, "variables": workflow_cfg.variables,
@@ -1285,7 +1287,7 @@ class AppService:
id=uuid.uuid4(), id=uuid.uuid4(),
app_id=app_id, app_id=app_id,
version=version, version=version,
version_name = version_name, version_name=version_name,
release_notes=release_notes, release_notes=release_notes,
name=app.name, name=app.name,
description=app.description, description=app.description,
@@ -1457,7 +1459,6 @@ class AppService:
BusinessException: 当应用不在指定工作空间或目标工作空间无效时 BusinessException: 当应用不在指定工作空间或目标工作空间无效时
""" """
logger.info( logger.info(
"分享应用", "分享应用",
extra={ extra={
@@ -2009,7 +2010,8 @@ def create_app(db: Session, *, user_id: uuid.UUID, workspace_id: uuid.UUID, data
return service.create_app(user_id=user_id, workspace_id=workspace_id, data=data) return service.create_app(user_id=user_id, workspace_id=workspace_id, data=data)
def update_app(db: Session, *, app_id: uuid.UUID, data: app_schema.AppUpdate, workspace_id: uuid.UUID | None = None) -> App: def update_app(db: Session, *, app_id: uuid.UUID, data: app_schema.AppUpdate,
workspace_id: uuid.UUID | None = None) -> App:
"""更新应用（向后兼容接口）""" """更新应用（向后兼容接口）"""
service = AppService(db) service = AppService(db)
return service.update_app(app_id=app_id, data=data, workspace_id=workspace_id) return service.update_app(app_id=app_id, data=data, workspace_id=workspace_id)
@@ -2021,12 +2023,15 @@ def delete_app(db: Session, *, app_id: uuid.UUID, workspace_id: uuid.UUID | None
return service.delete_app(app_id=app_id, workspace_id=workspace_id) return service.delete_app(app_id=app_id, workspace_id=workspace_id)
def update_agent_config(db: Session, *, app_id: uuid.UUID, data: app_schema.AgentConfigUpdate, workspace_id: uuid.UUID | None = None) -> AgentConfig: def update_agent_config(db: Session, *, app_id: uuid.UUID, data: app_schema.AgentConfigUpdate,
workspace_id: uuid.UUID | None = None) -> AgentConfig:
"""更新 Agent 配置（向后兼容接口）""" """更新 Agent 配置（向后兼容接口）"""
service = AppService(db) service = AppService(db)
return service.update_agent_config(app_id=app_id, data=data, workspace_id=workspace_id) return service.update_agent_config(app_id=app_id, data=data, workspace_id=workspace_id)
def update_workflow_config(db: Session, *, app_id: uuid.UUID, data: WorkflowConfigUpdate, workspace_id: uuid.UUID | None = None) -> WorkflowConfig:
def update_workflow_config(db: Session, *, app_id: uuid.UUID, data: WorkflowConfigUpdate,
workspace_id: uuid.UUID | None = None) -> WorkflowConfig:
"""更新 Agent 配置（向后兼容接口）""" """更新 Agent 配置（向后兼容接口）"""
service = AppService(db) service = AppService(db)
return service.update_workflow_config(app_id=app_id, data=data, workspace_id=workspace_id) return service.update_workflow_config(app_id=app_id, data=data, workspace_id=workspace_id)
@@ -2040,6 +2045,7 @@ def get_agent_config(db: Session, *, app_id: uuid.UUID, workspace_id: uuid.UUID
service = AppService(db) service = AppService(db)
return service.get_agent_config(app_id=app_id, workspace_id=workspace_id) return service.get_agent_config(app_id=app_id, workspace_id=workspace_id)
def get_workflow_config(db: Session, *, app_id: uuid.UUID, workspace_id: uuid.UUID | None = None) -> WorkflowConfig: def get_workflow_config(db: Session, *, app_id: uuid.UUID, workspace_id: uuid.UUID | None = None) -> WorkflowConfig:
"""获取 Agent 配置（向后兼容接口） """获取 Agent 配置（向后兼容接口）
@@ -2049,13 +2055,16 @@ def get_workflow_config(db: Session, *, app_id: uuid.UUID, workspace_id: uuid.UU
return service.get_workflow_config(app_id=app_id, workspace_id=workspace_id) return service.get_workflow_config(app_id=app_id, workspace_id=workspace_id)
def publish(db: Session, *, app_id: uuid.UUID, publisher_id: uuid.UUID, workspace_id: uuid.UUID | None = None,version_name:str, release_notes: Optional[str] = None) -> AppRelease: def publish(db: Session, *, app_id: uuid.UUID, publisher_id: uuid.UUID, workspace_id: uuid.UUID | None = None,
version_name: str, release_notes: Optional[str] = None) -> AppRelease:
"""发布应用（向后兼容接口）""" """发布应用（向后兼容接口）"""
service = AppService(db) service = AppService(db)
return service.publish(app_id=app_id, publisher_id=publisher_id,version_name = version_name, workspace_id=workspace_id, release_notes=release_notes) return service.publish(app_id=app_id, publisher_id=publisher_id, version_name=version_name,
workspace_id=workspace_id, release_notes=release_notes)
def get_current_release(db: Session, *, app_id: uuid.UUID, workspace_id: uuid.UUID | None = None) -> Optional[AppRelease]: def get_current_release(db: Session, *, app_id: uuid.UUID, workspace_id: uuid.UUID | None = None) -> Optional[
AppRelease]:
"""获取当前发布版本（向后兼容接口）""" """获取当前发布版本（向后兼容接口）"""
service = AppService(db) service = AppService(db)
return service.get_current_release(app_id=app_id, workspace_id=workspace_id) return service.get_current_release(app_id=app_id, workspace_id=workspace_id)
@@ -2156,8 +2165,6 @@ async def draft_run_stream(
yield event yield event
# ==================== 依赖注入函数 ==================== # ==================== 依赖注入函数 ====================
def get_app_service( def get_app_service(

19
api/app/services/workflow_service.py
View File

@@ -4,7 +4,7 @@
import datetime import datetime
import logging import logging
import uuid import uuid
from typing import Any, Annotated, AsyncGenerator from typing import Any, Annotated, AsyncGenerator, Optional
from deprecated import deprecated from deprecated import deprecated
from fastapi import Depends from fastapi import Depends
@@ -266,6 +266,7 @@ class WorkflowService:
workflow_config_id: uuid.UUID, workflow_config_id: uuid.UUID,
app_id: uuid.UUID, app_id: uuid.UUID,
trigger_type: str, trigger_type: str,
release_id: uuid.UUID | None = None,
triggered_by: uuid.UUID | None = None, triggered_by: uuid.UUID | None = None,
conversation_id: uuid.UUID | None = None, conversation_id: uuid.UUID | None = None,
input_data: dict[str, Any] | None = None input_data: dict[str, Any] | None = None
@@ -273,6 +274,7 @@ class WorkflowService:
"""创建工作流执行记录 """创建工作流执行记录
Args: Args:
release_id: 应用发布 ID
workflow_config_id: 工作流配置 ID workflow_config_id: 工作流配置 ID
app_id: 应用 ID app_id: 应用 ID
trigger_type: 触发类型 trigger_type: 触发类型
@@ -289,6 +291,7 @@ class WorkflowService:
execution = WorkflowExecution( execution = WorkflowExecution(
workflow_config_id=workflow_config_id, workflow_config_id=workflow_config_id,
app_id=app_id, app_id=app_id,
release_id=release_id,
conversation_id=conversation_id, conversation_id=conversation_id,
execution_id=execution_id, execution_id=execution_id,
trigger_type=trigger_type, trigger_type=trigger_type,
@@ -414,12 +417,14 @@ class WorkflowService:
payload: DraftRunRequest, payload: DraftRunRequest,
config: WorkflowConfig, config: WorkflowConfig,
workspace_id: uuid.UUID, workspace_id: uuid.UUID,
release_id: uuid.UUID | None = None,
): ):
"""运行工作流 """运行工作流
Args: Args:
workspace_id: release_id: 发布 ID
config: workspace_id:工作空间 ID
config: 配置
payload: payload:
app_id: 应用 ID app_id: 应用 ID
@@ -463,7 +468,8 @@ class WorkflowService:
trigger_type="manual", trigger_type="manual",
triggered_by=None, triggered_by=None,
conversation_id=conversation_id_uuid, conversation_id=conversation_id_uuid,
input_data=input_data input_data=input_data,
release_id=release_id,
) )
# 3. 构建工作流配置字典 # 3. 构建工作流配置字典
@@ -562,10 +568,12 @@ class WorkflowService:
payload: DraftRunRequest, payload: DraftRunRequest,
config: WorkflowConfig, config: WorkflowConfig,
workspace_id: uuid.UUID, workspace_id: uuid.UUID,
release_id: Optional[uuid.UUID] = None,
): ):
"""运行工作流（流式） """运行工作流（流式）
Args: Args:
release_id: 发布id
workspace_id: workspace_id:
app_id: 应用 ID app_id: 应用 ID
payload: 请求对象（包含 message, variables, conversation_id 等） payload: 请求对象（包含 message, variables, conversation_id 等）
@@ -611,7 +619,8 @@ class WorkflowService:
trigger_type="manual", trigger_type="manual",
triggered_by=None, triggered_by=None,
conversation_id=conversation_id_uuid, conversation_id=conversation_id_uuid,
input_data=input_data input_data=input_data,
release_id=release_id,
) )
# 3. 构建工作流配置字典 # 3. 构建工作流配置字典

5
api/app/utils/app_config_utils.py
View File

@@ -120,12 +120,9 @@ def multi_agent_config_4_app_release(release: AppRelease) -> MultiAgentConfig:
def workflow_config_4_app_release(release: AppRelease) -> WorkflowConfig: def workflow_config_4_app_release(release: AppRelease) -> WorkflowConfig:
config_dict = release.config config_dict = release.config
with get_db_read() as db:
source_config = WorkflowConfigRepository(db).get_by_app_id(release.app_id)
source_config_id = source_config.id
config = WorkflowConfig( config = WorkflowConfig(
id=source_config_id, id=config_dict.get("id"),
app_id=release.app_id, app_id=release.app_id,
nodes=config_dict.get("nodes", []), nodes=config_dict.get("nodes", []),
edges=config_dict.get("edges", []), edges=config_dict.get("edges", []),