/*
* 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;
}