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@ -1,3 +1,4 @@
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import re
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from core.app.app_config.entities import RagPipelineVariableEntity, VariableEntity
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from models.workflow import Workflow
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@ -30,10 +31,34 @@ class WorkflowVariablesConfigManager:
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"""
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variables = []
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user_input_form = workflow.rag_pipeline_user_input_form()
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# filter variables by start_node_id
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for variable in user_input_form:
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if variable.get("belong_to_node_id") == start_node_id or variable.get("belong_to_node_id") == "shared":
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variables.append(RagPipelineVariableEntity.model_validate(variable))
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# get second step node
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rag_pipeline_variables = workflow.rag_pipeline_variables
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if not rag_pipeline_variables:
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return []
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variables_map = {item["variable"]: item for item in rag_pipeline_variables}
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# get datasource node data
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datasource_node_data = None
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datasource_nodes = workflow.graph_dict.get("nodes", [])
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for datasource_node in datasource_nodes:
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if datasource_node.get("id") == start_node_id:
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datasource_node_data = datasource_node.get("data", {})
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break
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if datasource_node_data:
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datasource_parameters = datasource_node_data.get("datasource_parameters", {})
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for key, value in datasource_parameters.items():
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if value.get("value") and isinstance(value.get("value"), str):
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pattern = r"\{\{#([a-zA-Z0-9_]{1,50}(?:\.[a-zA-Z0-9_][a-zA-Z0-9_]{0,29}){1,10})#\}\}"
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match = re.match(pattern, value["value"])
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if match:
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full_path = match.group(1)
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last_part = full_path.split(".")[-1]
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variables_map.pop(last_part)
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all_second_step_variables = list(variables_map.values())
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for item in all_second_step_variables:
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if item.get("belong_to_node_id") == start_node_id or item.get("belong_to_node_id") == "shared":
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variables.append(RagPipelineVariableEntity.model_validate(item))
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return variables
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