|  | @@ -87,15 +87,18 @@ class WorkflowEngineManager:
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				|  |  |  
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				|  |  |          return default_config
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				|  |  |  
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				|  |  | -    def run_workflow(self, *, workflow: Workflow,
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				|  |  | -                     user_id: str,
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				|  |  | -                     user_from: UserFrom,
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				|  |  | -                     invoke_from: InvokeFrom,
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				|  |  | -                     user_inputs: Mapping[str, Any],
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				|  |  | -                     system_inputs: Mapping[SystemVariable, Any],
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				|  |  | -                     callbacks: Sequence[WorkflowCallback],
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				|  |  | -                     call_depth: int = 0,
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				|  |  | -                     variable_pool: Optional[VariablePool] = None) -> None:
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				|  |  | +    def run_workflow(
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				|  |  | +        self,
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				|  |  | +        *,
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				|  |  | +        workflow: Workflow,
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				|  |  | +        user_id: str,
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				|  |  | +        user_from: UserFrom,
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				|  |  | +        invoke_from: InvokeFrom,
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				|  |  | +        user_inputs: Mapping[str, Any],
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				|  |  | +        system_inputs: Mapping[SystemVariable, Any],
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				|  |  | +        callbacks: Sequence[WorkflowCallback],
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				|  |  | +        call_depth: int = 0
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				|  |  | +    ) -> None:
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				|  |  |          """
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				|  |  |          :param workflow: Workflow instance
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				|  |  |          :param user_id: user id
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				|  | @@ -120,12 +123,11 @@ class WorkflowEngineManager:
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				|  |  |              raise ValueError('edges in workflow graph must be a list')
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				|  |  |  
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				|  |  |          # init variable pool
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				|  |  | -        if not variable_pool:
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				|  |  | -            variable_pool = VariablePool(
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				|  |  | -                system_variables=system_inputs,
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				|  |  | -                user_inputs=user_inputs,
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				|  |  | -                environment_variables=workflow.environment_variables,
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				|  |  | -            )
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				|  |  | +        variable_pool = VariablePool(
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				|  |  | +            system_variables=system_inputs,
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				|  |  | +            user_inputs=user_inputs,
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				|  |  | +            environment_variables=workflow.environment_variables,
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				|  |  | +        )
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				|  |  |  
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				|  |  |          workflow_call_max_depth = dify_config.WORKFLOW_CALL_MAX_DEPTH
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				|  |  |          if call_depth > workflow_call_max_depth:
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