# # Copyright 2024 The InfiniFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from abc import ABC import pandas as pd from agent.component.base import ComponentBase, ComponentParamBase class SwitchParam(ComponentParamBase): """ Define the Switch component parameters. """ def __init__(self): super().__init__() """ { "cpn_id": "categorize:0", "not": False, "operator": "gt/gte/lt/lte/eq/in", "value": "", "to": "" } """ self.conditions = [] self.default = "" def check(self): self.check_empty(self.conditions, "[Switch] conditions") self.check_empty(self.default, "[Switch] Default path") for cond in self.conditions: if not cond["to"]: raise ValueError(f"[Switch] 'To' can not be empty!") def operators(self, field, op, value): if op == "gt": return float(field) > float(value) if op == "gte": return float(field) >= float(value) if op == "lt": return float(field) < float(value) if op == "lte": return float(field) <= float(value) if op == "eq": return str(field) == str(value) if op == "in": return str(field).find(str(value)) >= 0 return False class Switch(ComponentBase, ABC): component_name = "Switch" def _run(self, history, **kwargs): for cond in self._param.conditions: input = self._canvas.get_component(cond["cpn_id"])["obj"].output()[1] if self._param.operators(input.iloc[0, 0], cond["operator"], cond["value"]): if not cond["not"]: return pd.DataFrame([{"content": cond["to"]}]) return pd.DataFrame([{"content": self._param.default}])