# # 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. # import numbers import os from abc import ABC from typing import Any from agent.component.base import ComponentBase, ComponentParamBase from api.utils.api_utils import timeout 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_ids = [] 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("[Switch] 'To' can not be empty!") self.check_empty(self.end_cpn_ids, "[Switch] the ELSE/Other destination can not be empty.") def get_input_form(self) -> dict[str, dict]: return { "urls": { "name": "URLs", "type": "line" } } class Switch(ComponentBase, ABC): component_name = "Switch" @timeout(os.environ.get("COMPONENT_EXEC_TIMEOUT", 3)) def _invoke(self, **kwargs): for cond in self._param.conditions: res = [] for item in cond["items"]: if not item["cpn_id"]: continue cpn_v = self._canvas.get_variable_value(item["cpn_id"]) self.set_input_value(item["cpn_id"], cpn_v) operatee = item.get("value", "") if isinstance(cpn_v, numbers.Number): operatee = float(operatee) res.append(self.process_operator(cpn_v, item["operator"], operatee)) if cond["logical_operator"] != "and" and any(res): self.set_output("next", [self._canvas.get_component_name(cpn_id) for cpn_id in cond["to"]]) self.set_output("_next", cond["to"]) return if all(res): self.set_output("next", [self._canvas.get_component_name(cpn_id) for cpn_id in cond["to"]]) self.set_output("_next", cond["to"]) return self.set_output("next", [self._canvas.get_component_name(cpn_id) for cpn_id in self._param.end_cpn_ids]) self.set_output("_next", self._param.end_cpn_ids) def process_operator(self, input: Any, operator: str, value: Any) -> bool: 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: return True if input > value else False elif operator == "<": try: return True if float(input) < float(value) else False except Exception: return True if input < value else False elif operator == "≥": try: return True if float(input) >= float(value) else False except Exception: return True if input >= value else False elif operator == "≤": try: return True if float(input) <= float(value) else False except Exception: return True if input <= value else False raise ValueError('Not supported operator' + operator) def thoughts(self) -> str: return "I’m weighing a few options and will pick the next step shortly."