# Copyright (c) MONAI Consortium # 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 __future__ import annotations import abc from monai.fl.utils.exchange_object import ExchangeObject class Filter(abc.ABC): """ Used to apply filter to content of ExchangeObject. """ @abc.abstractmethod def __call__(self, data: ExchangeObject, extra: dict | None = None) -> ExchangeObject: """ Run the filtering. Arguments: data: ExchangeObject containing some data. Returns: ExchangeObject: filtered data. """ raise NotImplementedError class SummaryFilter(Filter): """ Summary filter to show content of ExchangeObject. """ def __call__(self, data: ExchangeObject, extra: dict | None = None) -> ExchangeObject: """ Example filter that doesn't filter anything but only prints data summary. Arguments: data: ExchangeObject containing some data. Returns: ExchangeObject: filtered data. """ print(f"Summary of ExchangeObject: {data.summary()}") return data