from collections.abc import Mapping from typing import Any from core.app.entities.app_invoke_entities import InvokeFrom, UserFrom, build_dify_run_context from dify_graph.entities.graph_init_params import GraphInitParams def build_test_run_context( *, tenant_id: str = "tenant", app_id: str = "app", user_id: str = "user", user_from: UserFrom | str = UserFrom.ACCOUNT, invoke_from: InvokeFrom | str = InvokeFrom.DEBUGGER, extra_context: Mapping[str, Any] | None = None, ) -> dict[str, Any]: normalized_user_from = user_from if isinstance(user_from, UserFrom) else UserFrom(user_from) normalized_invoke_from = invoke_from if isinstance(invoke_from, InvokeFrom) else InvokeFrom(invoke_from) return build_dify_run_context( tenant_id=tenant_id, app_id=app_id, user_id=user_id, user_from=normalized_user_from, invoke_from=normalized_invoke_from, extra_context=extra_context, ) def build_test_graph_init_params( *, workflow_id: str = "workflow", graph_config: Mapping[str, Any] | None = None, call_depth: int = 0, tenant_id: str = "tenant", app_id: str = "app", user_id: str = "user", user_from: UserFrom | str = UserFrom.ACCOUNT, invoke_from: InvokeFrom | str = InvokeFrom.DEBUGGER, extra_context: Mapping[str, Any] | None = None, ) -> GraphInitParams: return GraphInitParams( workflow_id=workflow_id, graph_config=graph_config or {}, run_context=build_test_run_context( tenant_id=tenant_id, app_id=app_id, user_id=user_id, user_from=user_from, invoke_from=invoke_from, extra_context=extra_context, ), call_depth=call_depth, )