#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright 2019 The FATE 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 pipeline.param.base_param import BaseParam class EncryptedModeCalculatorParam(BaseParam): """ Define the encrypted_mode_calulator parameters. Parameters ---------- mode: {'strict', 'fast', 'balance', 'confusion_opt'} encrypted mode, default: strict re_encrypted_rate: float or int numeric number in [0, 1], use when mode equals to 'balance', default: 1 """ def __init__(self, mode="strict", re_encrypted_rate=1): self.mode = mode self.re_encrypted_rate = re_encrypted_rate def check(self): descr = "encrypted_mode_calculator param" self.mode = self.check_and_change_lower(self.mode, ["strict", "fast", "balance", "confusion_opt", "confusion_opt_balance"], descr) if self.mode in ["balance", "confusion_opt_balance"]: if type(self.re_encrypted_rate).__name__ not in ["int", "long", "float"]: raise ValueError("re_encrypted_rate should be a numeric number") if not 0.0 <= self.re_encrypted_rate <= 1: raise ValueError("re_encrypted_rate should in [0, 1]") return True