# # 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 from agent.component.base import ComponentBase, ComponentParamBase class SwitchParam(ComponentParamBase): """ Define the Switch component parameters. """ def __init__(self): super().__init__() """ { "logical_operator" : "and | or" "items" : [ {"cpn_id": "categorize:0", "operator": "contains", "value": ""}, {"cpn_id": "categorize:0", "operator": "contains", "value": ""},...], "to": "" } """ self.conditions = [] self.end_cpn_id = "answer:0" self.operators = ['contains', 'not contains', 'start with', 'end with', 'empty', 'not empty', '=', '≠', '>', '<', '≥', '≤'] def check(self): self.check_empty(self.conditions, "[Switch] conditions") for cond in self.conditions: if not cond["to"]: raise ValueError(f"[Switch] 'To' can not be empty!") class Switch(ComponentBase, ABC): component_name = "Switch" def get_dependent_components(self): res = [] for cond in self._param.conditions: for item in cond["items"]: if not item["cpn_id"]: continue if item["cpn_id"].find("begin") >= 0: continue cid = item["cpn_id"].split("@")[0] res.append(cid) return list(set(res)) def _run(self, history, **kwargs): for cond in self._param.conditions: res = [] for item in cond["items"]: if not item["cpn_id"]:continue cid = item["cpn_id"].split("@")[0] if item["cpn_id"].find("@") > 0: cpn_id, key = item["cpn_id"].split("@") for p in self._canvas.get_component(cid)["obj"]._param.query: if p["key"] == key: res.append(self.process_operator(p.get("value",""), item["operator"], item.get("value", ""))) break else: out = self._canvas.get_component(cid)["obj"].output()[1] cpn_input = "" if "content" not in out.columns else " ".join([str(s) for s in out["content"]]) res.append(self.process_operator(cpn_input, item["operator"], item.get("value", ""))) if cond["logical_operator"] != "and" and any(res): return Switch.be_output(cond["to"]) if all(res): return Switch.be_output(cond["to"]) return Switch.be_output(self._param.end_cpn_id) def process_operator(self, input: str, operator: str, value: str) -> bool: if not isinstance(input, str) or not isinstance(value, str): raise ValueError('Invalid input or value type: string') if operator == "contains": return True if value.lower() in input.lower() else False elif operator == "not contains": return True if value.lower() not in input.lower() else False elif operator == "start with": return True if input.lower().startswith(value.lower()) else False elif operator == "end with": return True if input.lower().endswith(value.lower()) else False elif operator == "empty": return True if not input else False elif operator == "not empty": return True if input else False elif operator == "=": return True if input == value else False elif operator == "≠": return True if input != value else False elif operator == ">": try: return True if float(input) > float(value) else False except Exception as e: return True if input > value else False elif operator == "<": try: return True if float(input) < float(value) else False except Exception as e: return True if input < value else False elif operator == "≥": try: return True if float(input) >= float(value) else False except Exception as e: return True if input >= value else False elif operator == "≤": try: return True if float(input) <= float(value) else False except Exception as e: return True if input <= value else False raise ValueError('Not supported operator' + operator)