/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you 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. */ package org.apache.flink.api.common.functions; import org.apache.flink.annotation.Public; import java.io.Serializable; /** * A filter function is a predicate applied individually to each record. * The predicate decides whether to keep the element, or to discard it. * <p> * The basic syntax for using a FilterFunction is as follows: * <pre>{@code * DataSet<X> input = ...; * * DataSet<X> result = input.filter(new MyFilterFunction()); * }</pre> * <p> * <strong>IMPORTANT:</strong> The system assumes that the function does not * modify the elements on which the predicate is applied. Violating this assumption * can lead to incorrect results. * * @param <T> The type of the filtered elements. */ @Public public interface FilterFunction<T> extends Function, Serializable { /** * The filter function that evaluates the predicate. * <p> * <strong>IMPORTANT:</strong> The system assumes that the function does not * modify the elements on which the predicate is applied. Violating this assumption * can lead to incorrect results. * * @param value The value to be filtered. * @return True for values that should be retained, false for values to be filtered out. * * @throws Exception This method may throw exceptions. Throwing an exception will cause the operation * to fail and may trigger recovery. */ boolean filter(T value) throws Exception; }