from collections.abc import Mapping from typing import Any from core.app.entities.app_invoke_entities import InvokeFrom, UserFrom, build_dify_run_context from core.workflow.variable_pool_initializer import add_node_inputs_to_pool, add_variables_to_pool from graphon.entities.graph_init_params import GraphInitParams from graphon.runtime import VariablePool from graphon.variables.variables import Variable 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, ) def build_test_variable_pool( *, variables: list[Variable] | tuple[Variable, ...] = (), node_id: str | None = None, inputs: Mapping[str, Any] | None = None, ) -> VariablePool: variable_pool = VariablePool() add_variables_to_pool(variable_pool, variables) if node_id is not None and inputs is not None: add_node_inputs_to_pool(variable_pool, node_id=node_id, inputs=inputs) return variable_pool