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refactor: port reqparse to Pydantic model (#28913)

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Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
This commit is contained in:
Asuka Minato
2025-11-30 16:09:42 +09:00
committed by GitHub
parent bb096f4ae3
commit 247069c7e9
19 changed files with 1013 additions and 1369 deletions
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386
api/controllers/console/app/workflow.py
View File

@@ -1,10 +1,11 @@
import json
import logging
from collections.abc import Sequence
from typing import cast
from typing import Any
from flask import abort, request
from flask_restx import Resource, fields, inputs, marshal_with, reqparse
from flask_restx import Resource, fields, marshal_with
from pydantic import BaseModel, Field, field_validator
from sqlalchemy.orm import Session
from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
@@ -49,6 +50,7 @@ from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseE
logger = logging.getLogger(__name__)
LISTENING_RETRY_IN = 2000
DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
# Register models for flask_restx to avoid dict type issues in Swagger
# Register in dependency order: base models first, then dependent models
@@ -107,6 +109,104 @@ if workflow_run_node_execution_model is None:
workflow_run_node_execution_model = console_ns.model("WorkflowRunNodeExecution", workflow_run_node_execution_fields)
class SyncDraftWorkflowPayload(BaseModel):
graph: dict[str, Any]
features: dict[str, Any]
hash: str | None = None
environment_variables: list[dict[str, Any]] = Field(default_factory=list)
conversation_variables: list[dict[str, Any]] = Field(default_factory=list)
class BaseWorkflowRunPayload(BaseModel):
files: list[dict[str, Any]] | None = None
class AdvancedChatWorkflowRunPayload(BaseWorkflowRunPayload):
inputs: dict[str, Any] | None = None
query: str = ""
conversation_id: str | None = None
parent_message_id: str | None = None
@field_validator("conversation_id", "parent_message_id")
@classmethod
def validate_uuid(cls, value: str | None) -> str | None:
if value is None:
return value
return uuid_value(value)
class IterationNodeRunPayload(BaseModel):
inputs: dict[str, Any] | None = None
class LoopNodeRunPayload(BaseModel):
inputs: dict[str, Any] | None = None
class DraftWorkflowRunPayload(BaseWorkflowRunPayload):
inputs: dict[str, Any]
class DraftWorkflowNodeRunPayload(BaseWorkflowRunPayload):
inputs: dict[str, Any]
query: str = ""
class PublishWorkflowPayload(BaseModel):
marked_name: str | None = Field(default=None, max_length=20)
marked_comment: str | None = Field(default=None, max_length=100)
class DefaultBlockConfigQuery(BaseModel):
q: str | None = None
class ConvertToWorkflowPayload(BaseModel):
name: str | None = None
icon_type: str | None = None
icon: str | None = None
icon_background: str | None = None
class WorkflowListQuery(BaseModel):
page: int = Field(default=1, ge=1, le=99999)
limit: int = Field(default=10, ge=1, le=100)
user_id: str | None = None
named_only: bool = False
class WorkflowUpdatePayload(BaseModel):
marked_name: str | None = Field(default=None, max_length=20)
marked_comment: str | None = Field(default=None, max_length=100)
class DraftWorkflowTriggerRunPayload(BaseModel):
node_id: str
class DraftWorkflowTriggerRunAllPayload(BaseModel):
node_ids: list[str]
def reg(cls: type[BaseModel]):
console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
reg(SyncDraftWorkflowPayload)
reg(AdvancedChatWorkflowRunPayload)
reg(IterationNodeRunPayload)
reg(LoopNodeRunPayload)
reg(DraftWorkflowRunPayload)
reg(DraftWorkflowNodeRunPayload)
reg(PublishWorkflowPayload)
reg(DefaultBlockConfigQuery)
reg(ConvertToWorkflowPayload)
reg(WorkflowListQuery)
reg(WorkflowUpdatePayload)
reg(DraftWorkflowTriggerRunPayload)
reg(DraftWorkflowTriggerRunAllPayload)
# TODO(QuantumGhost): Refactor existing node run API to handle file parameter parsing
# at the controller level rather than in the workflow logic. This would improve separation
# of concerns and make the code more maintainable.
@@ -158,18 +258,7 @@ class DraftWorkflowApi(Resource):
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
@console_ns.doc("sync_draft_workflow")
@console_ns.doc(description="Sync draft workflow configuration")
@console_ns.expect(
console_ns.model(
"SyncDraftWorkflowRequest",
{
"graph": fields.Raw(required=True, description="Workflow graph configuration"),
"features": fields.Raw(required=True, description="Workflow features configuration"),
"hash": fields.String(description="Workflow hash for validation"),
"environment_variables": fields.List(fields.Raw, required=True, description="Environment variables"),
"conversation_variables": fields.List(fields.Raw, description="Conversation variables"),
},
)
)
@console_ns.expect(console_ns.models[SyncDraftWorkflowPayload.__name__])
@console_ns.response(
200,
"Draft workflow synced successfully",
@@ -193,36 +282,23 @@ class DraftWorkflowApi(Resource):
content_type = request.headers.get("Content-Type", "")
payload_data: dict[str, Any] | None = None
if "application/json" in content_type:
parser = (
reqparse.RequestParser()
.add_argument("graph", type=dict, required=True, nullable=False, location="json")
.add_argument("features", type=dict, required=True, nullable=False, location="json")
.add_argument("hash", type=str, required=False, location="json")
.add_argument("environment_variables", type=list, required=True, location="json")
.add_argument("conversation_variables", type=list, required=False, location="json")
)
args = parser.parse_args()
payload_data = request.get_json(silent=True)
if not isinstance(payload_data, dict):
return {"message": "Invalid JSON data"}, 400
elif "text/plain" in content_type:
try:
data = json.loads(request.data.decode("utf-8"))
if "graph" not in data or "features" not in data:
raise ValueError("graph or features not found in data")
if not isinstance(data.get("graph"), dict) or not isinstance(data.get("features"), dict):
raise ValueError("graph or features is not a dict")
args = {
"graph": data.get("graph"),
"features": data.get("features"),
"hash": data.get("hash"),
"environment_variables": data.get("environment_variables"),
"conversation_variables": data.get("conversation_variables"),
}
payload_data = json.loads(request.data.decode("utf-8"))
except json.JSONDecodeError:
return {"message": "Invalid JSON data"}, 400
if not isinstance(payload_data, dict):
return {"message": "Invalid JSON data"}, 400
else:
abort(415)
args_model = SyncDraftWorkflowPayload.model_validate(payload_data)
args = args_model.model_dump()
workflow_service = WorkflowService()
try:
@@ -258,17 +334,7 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
@console_ns.doc("run_advanced_chat_draft_workflow")
@console_ns.doc(description="Run draft workflow for advanced chat application")
@console_ns.doc(params={"app_id": "Application ID"})
@console_ns.expect(
console_ns.model(
"AdvancedChatWorkflowRunRequest",
{
"query": fields.String(required=True, description="User query"),
"inputs": fields.Raw(description="Input variables"),
"files": fields.List(fields.Raw, description="File uploads"),
"conversation_id": fields.String(description="Conversation ID"),
},
)
)
@console_ns.expect(console_ns.models[AdvancedChatWorkflowRunPayload.__name__])
@console_ns.response(200, "Workflow run started successfully")
@console_ns.response(400, "Invalid request parameters")
@console_ns.response(403, "Permission denied")
@@ -283,16 +349,8 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
"""
current_user, _ = current_account_with_tenant()
parser = (
reqparse.RequestParser()
.add_argument("inputs", type=dict, location="json")
.add_argument("query", type=str, required=True, location="json", default="")
.add_argument("files", type=list, location="json")
.add_argument("conversation_id", type=uuid_value, location="json")
.add_argument("parent_message_id", type=uuid_value, required=False, location="json")
)
args = parser.parse_args()
args_model = AdvancedChatWorkflowRunPayload.model_validate(console_ns.payload or {})
args = args_model.model_dump(exclude_none=True)
external_trace_id = get_external_trace_id(request)
if external_trace_id:
@@ -322,15 +380,7 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
@console_ns.doc("run_advanced_chat_draft_iteration_node")
@console_ns.doc(description="Run draft workflow iteration node for advanced chat")
@console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
@console_ns.expect(
console_ns.model(
"IterationNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
"inputs": fields.Raw(description="Input variables"),
},
)
)
@console_ns.expect(console_ns.models[IterationNodeRunPayload.__name__])
@console_ns.response(200, "Iteration node run started successfully")
@console_ns.response(403, "Permission denied")
@console_ns.response(404, "Node not found")
@@ -344,8 +394,7 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
Run draft workflow iteration node
"""
current_user, _ = current_account_with_tenant()
parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
args = parser.parse_args()
args = IterationNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
try:
response = AppGenerateService.generate_single_iteration(
@@ -369,15 +418,7 @@ class WorkflowDraftRunIterationNodeApi(Resource):
@console_ns.doc("run_workflow_draft_iteration_node")
@console_ns.doc(description="Run draft workflow iteration node")
@console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
@console_ns.expect(
console_ns.model(
"WorkflowIterationNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
"inputs": fields.Raw(description="Input variables"),
},
)
)
@console_ns.expect(console_ns.models[IterationNodeRunPayload.__name__])
@console_ns.response(200, "Workflow iteration node run started successfully")
@console_ns.response(403, "Permission denied")
@console_ns.response(404, "Node not found")
@@ -391,8 +432,7 @@ class WorkflowDraftRunIterationNodeApi(Resource):
Run draft workflow iteration node
"""
current_user, _ = current_account_with_tenant()
parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
args = parser.parse_args()
args = IterationNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
try:
response = AppGenerateService.generate_single_iteration(
@@ -416,15 +456,7 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
@console_ns.doc("run_advanced_chat_draft_loop_node")
@console_ns.doc(description="Run draft workflow loop node for advanced chat")
@console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
@console_ns.expect(
console_ns.model(
"LoopNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
"inputs": fields.Raw(description="Input variables"),
},
)
)
@console_ns.expect(console_ns.models[LoopNodeRunPayload.__name__])
@console_ns.response(200, "Loop node run started successfully")
@console_ns.response(403, "Permission denied")
@console_ns.response(404, "Node not found")
@@ -438,8 +470,7 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
Run draft workflow loop node
"""
current_user, _ = current_account_with_tenant()
parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
args = parser.parse_args()
args = LoopNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
try:
response = AppGenerateService.generate_single_loop(
@@ -463,15 +494,7 @@ class WorkflowDraftRunLoopNodeApi(Resource):
@console_ns.doc("run_workflow_draft_loop_node")
@console_ns.doc(description="Run draft workflow loop node")
@console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
@console_ns.expect(
console_ns.model(
"WorkflowLoopNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
"inputs": fields.Raw(description="Input variables"),
},
)
)
@console_ns.expect(console_ns.models[LoopNodeRunPayload.__name__])
@console_ns.response(200, "Workflow loop node run started successfully")
@console_ns.response(403, "Permission denied")
@console_ns.response(404, "Node not found")
@@ -485,8 +508,7 @@ class WorkflowDraftRunLoopNodeApi(Resource):
Run draft workflow loop node
"""
current_user, _ = current_account_with_tenant()
parser = reqparse.RequestParser().add_argument("inputs", type=dict, location="json")
args = parser.parse_args()
args = LoopNodeRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
try:
response = AppGenerateService.generate_single_loop(
@@ -510,15 +532,7 @@ class DraftWorkflowRunApi(Resource):
@console_ns.doc("run_draft_workflow")
@console_ns.doc(description="Run draft workflow")
@console_ns.doc(params={"app_id": "Application ID"})
@console_ns.expect(
console_ns.model(
"DraftWorkflowRunRequest",
{
"inputs": fields.Raw(required=True, description="Input variables"),
"files": fields.List(fields.Raw, description="File uploads"),
},
)
)
@console_ns.expect(console_ns.models[DraftWorkflowRunPayload.__name__])
@console_ns.response(200, "Draft workflow run started successfully")
@console_ns.response(403, "Permission denied")
@setup_required
@@ -531,12 +545,7 @@ class DraftWorkflowRunApi(Resource):
Run draft workflow
"""
current_user, _ = current_account_with_tenant()
parser = (
reqparse.RequestParser()
.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
.add_argument("files", type=list, required=False, location="json")
)
args = parser.parse_args()
args = DraftWorkflowRunPayload.model_validate(console_ns.payload or {}).model_dump(exclude_none=True)
external_trace_id = get_external_trace_id(request)
if external_trace_id:
@@ -588,14 +597,7 @@ class DraftWorkflowNodeRunApi(Resource):
@console_ns.doc("run_draft_workflow_node")
@console_ns.doc(description="Run draft workflow node")
@console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
@console_ns.expect(
console_ns.model(
"DraftWorkflowNodeRunRequest",
{
"inputs": fields.Raw(description="Input variables"),
},
)
)
@console_ns.expect(console_ns.models[DraftWorkflowNodeRunPayload.__name__])
@console_ns.response(200, "Node run started successfully", workflow_run_node_execution_model)
@console_ns.response(403, "Permission denied")
@console_ns.response(404, "Node not found")
@@ -610,15 +612,10 @@ class DraftWorkflowNodeRunApi(Resource):
Run draft workflow node
"""
current_user, _ = current_account_with_tenant()
parser = (
reqparse.RequestParser()
.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
.add_argument("query", type=str, required=False, location="json", default="")
.add_argument("files", type=list, location="json", default=[])
)
args = parser.parse_args()
args_model = DraftWorkflowNodeRunPayload.model_validate(console_ns.payload or {})
args = args_model.model_dump(exclude_none=True)
user_inputs = args.get("inputs")
user_inputs = args_model.inputs
if user_inputs is None:
raise ValueError("missing inputs")
@@ -643,13 +640,6 @@ class DraftWorkflowNodeRunApi(Resource):
return workflow_node_execution
parser_publish = (
reqparse.RequestParser()
.add_argument("marked_name", type=str, required=False, default="", location="json")
.add_argument("marked_comment", type=str, required=False, default="", location="json")
)
@console_ns.route("/apps/<uuid:app_id>/workflows/publish")
class PublishedWorkflowApi(Resource):
@console_ns.doc("get_published_workflow")
@@ -674,7 +664,7 @@ class PublishedWorkflowApi(Resource):
# return workflow, if not found, return None
return workflow
@console_ns.expect(parser_publish)
@console_ns.expect(console_ns.models[PublishWorkflowPayload.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -686,13 +676,7 @@ class PublishedWorkflowApi(Resource):
"""
current_user, _ = current_account_with_tenant()
args = parser_publish.parse_args()
# Validate name and comment length
if args.marked_name and len(args.marked_name) > 20:
raise ValueError("Marked name cannot exceed 20 characters")
if args.marked_comment and len(args.marked_comment) > 100:
raise ValueError("Marked comment cannot exceed 100 characters")
args = PublishWorkflowPayload.model_validate(console_ns.payload or {})
workflow_service = WorkflowService()
with Session(db.engine) as session:
@@ -741,9 +725,6 @@ class DefaultBlockConfigsApi(Resource):
return workflow_service.get_default_block_configs()
parser_block = reqparse.RequestParser().add_argument("q", type=str, location="args")
@console_ns.route("/apps/<uuid:app_id>/workflows/default-workflow-block-configs/<string:block_type>")
class DefaultBlockConfigApi(Resource):
@console_ns.doc("get_default_block_config")
@@ -751,7 +732,7 @@ class DefaultBlockConfigApi(Resource):
@console_ns.doc(params={"app_id": "Application ID", "block_type": "Block type"})
@console_ns.response(200, "Default block configuration retrieved successfully")
@console_ns.response(404, "Block type not found")
@console_ns.expect(parser_block)
@console_ns.expect(console_ns.models[DefaultBlockConfigQuery.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -761,14 +742,12 @@ class DefaultBlockConfigApi(Resource):
"""
Get default block config
"""
args = parser_block.parse_args()
q = args.get("q")
args = DefaultBlockConfigQuery.model_validate(request.args.to_dict(flat=True)) # type: ignore
filters = None
if q:
if args.q:
try:
filters = json.loads(args.get("q", ""))
filters = json.loads(args.q)
except json.JSONDecodeError:
raise ValueError("Invalid filters")
@@ -777,18 +756,9 @@ class DefaultBlockConfigApi(Resource):
return workflow_service.get_default_block_config(node_type=block_type, filters=filters)
parser_convert = (
reqparse.RequestParser()
.add_argument("name", type=str, required=False, nullable=True, location="json")
.add_argument("icon_type", type=str, required=False, nullable=True, location="json")
.add_argument("icon", type=str, required=False, nullable=True, location="json")
.add_argument("icon_background", type=str, required=False, nullable=True, location="json")
)
@console_ns.route("/apps/<uuid:app_id>/convert-to-workflow")
class ConvertToWorkflowApi(Resource):
@console_ns.expect(parser_convert)
@console_ns.expect(console_ns.models[ConvertToWorkflowPayload.__name__])
@console_ns.doc("convert_to_workflow")
@console_ns.doc(description="Convert application to workflow mode")
@console_ns.doc(params={"app_id": "Application ID"})
@@ -808,10 +778,8 @@ class ConvertToWorkflowApi(Resource):
"""
current_user, _ = current_account_with_tenant()
if request.data:
args = parser_convert.parse_args()
else:
args = {}
payload = console_ns.payload or {}
args = ConvertToWorkflowPayload.model_validate(payload).model_dump(exclude_none=True)
# convert to workflow mode
workflow_service = WorkflowService()
@@ -823,18 +791,9 @@ class ConvertToWorkflowApi(Resource):
}
parser_workflows = (
reqparse.RequestParser()
.add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=10, location="args")
.add_argument("user_id", type=str, required=False, location="args")
.add_argument("named_only", type=inputs.boolean, required=False, default=False, location="args")
)
@console_ns.route("/apps/<uuid:app_id>/workflows")
class PublishedAllWorkflowApi(Resource):
@console_ns.expect(parser_workflows)
@console_ns.expect(console_ns.models[WorkflowListQuery.__name__])
@console_ns.doc("get_all_published_workflows")
@console_ns.doc(description="Get all published workflows for an application")
@console_ns.doc(params={"app_id": "Application ID"})
@@ -851,16 +810,15 @@ class PublishedAllWorkflowApi(Resource):
"""
current_user, _ = current_account_with_tenant()
args = parser_workflows.parse_args()
page = args["page"]
limit = args["limit"]
user_id = args.get("user_id")
named_only = args.get("named_only", False)
args = WorkflowListQuery.model_validate(request.args.to_dict(flat=True)) # type: ignore
page = args.page
limit = args.limit
user_id = args.user_id
named_only = args.named_only
if user_id:
if user_id != current_user.id:
raise Forbidden()
user_id = cast(str, user_id)
workflow_service = WorkflowService()
with Session(db.engine) as session:
@@ -886,15 +844,7 @@ class WorkflowByIdApi(Resource):
@console_ns.doc("update_workflow_by_id")
@console_ns.doc(description="Update workflow by ID")
@console_ns.doc(params={"app_id": "Application ID", "workflow_id": "Workflow ID"})
@console_ns.expect(
console_ns.model(
"UpdateWorkflowRequest",
{
"environment_variables": fields.List(fields.Raw, description="Environment variables"),
"conversation_variables": fields.List(fields.Raw, description="Conversation variables"),
},
)
)
@console_ns.expect(console_ns.models[WorkflowUpdatePayload.__name__])
@console_ns.response(200, "Workflow updated successfully", workflow_model)
@console_ns.response(404, "Workflow not found")
@console_ns.response(403, "Permission denied")
@@ -909,25 +859,14 @@ class WorkflowByIdApi(Resource):
Update workflow attributes
"""
current_user, _ = current_account_with_tenant()
parser = (
reqparse.RequestParser()
.add_argument("marked_name", type=str, required=False, location="json")
.add_argument("marked_comment", type=str, required=False, location="json")
)
args = parser.parse_args()
# Validate name and comment length
if args.marked_name and len(args.marked_name) > 20:
raise ValueError("Marked name cannot exceed 20 characters")
if args.marked_comment and len(args.marked_comment) > 100:
raise ValueError("Marked comment cannot exceed 100 characters")
args = WorkflowUpdatePayload.model_validate(console_ns.payload or {})
# Prepare update data
update_data = {}
if args.get("marked_name") is not None:
update_data["marked_name"] = args["marked_name"]
if args.get("marked_comment") is not None:
update_data["marked_comment"] = args["marked_comment"]
if args.marked_name is not None:
update_data["marked_name"] = args.marked_name
if args.marked_comment is not None:
update_data["marked_comment"] = args.marked_comment
if not update_data:
return {"message": "No valid fields to update"}, 400
@@ -1040,11 +979,8 @@ class DraftWorkflowTriggerRunApi(Resource):
Poll for trigger events and execute full workflow when event arrives
"""
current_user, _ = current_account_with_tenant()
parser = reqparse.RequestParser().add_argument(
"node_id", type=str, required=True, location="json", nullable=False
)
args = parser.parse_args()
node_id = args["node_id"]
args = DraftWorkflowTriggerRunPayload.model_validate(console_ns.payload or {})
node_id = args.node_id
workflow_service = WorkflowService()
draft_workflow = workflow_service.get_draft_workflow(app_model)
if not draft_workflow:
@@ -1172,14 +1108,7 @@ class DraftWorkflowTriggerRunAllApi(Resource):
@console_ns.doc("draft_workflow_trigger_run_all")
@console_ns.doc(description="Full workflow debug when the start node is a trigger")
@console_ns.doc(params={"app_id": "Application ID"})
@console_ns.expect(
console_ns.model(
"DraftWorkflowTriggerRunAllRequest",
{
"node_ids": fields.List(fields.String, required=True, description="Node IDs"),
},
)
)
@console_ns.expect(console_ns.models[DraftWorkflowTriggerRunAllPayload.__name__])
@console_ns.response(200, "Workflow executed successfully")
@console_ns.response(403, "Permission denied")
@console_ns.response(500, "Internal server error")
@@ -1194,11 +1123,8 @@ class DraftWorkflowTriggerRunAllApi(Resource):
"""
current_user, _ = current_account_with_tenant()
parser = reqparse.RequestParser().add_argument(
"node_ids", type=list, required=True, location="json", nullable=False
)
args = parser.parse_args()
node_ids = args["node_ids"]
args = DraftWorkflowTriggerRunAllPayload.model_validate(console_ns.payload or {})
node_ids = args.node_ids
workflow_service = WorkflowService()
draft_workflow = workflow_service.get_draft_workflow(app_model)
if not draft_workflow: