/* * 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.graph; import org.apache.flink.api.common.JobExecutionResult; import org.apache.flink.api.common.accumulators.Accumulator; import org.apache.flink.api.common.io.RichOutputFormat; import org.apache.flink.api.java.ExecutionEnvironment; import org.apache.flink.configuration.Configuration; import org.apache.flink.util.AbstractID; import org.apache.flink.util.Preconditions; import java.io.IOException; import java.io.Serializable; /** * A {@link GraphAnalytic} computes over a DataSet and returns the results via * Flink accumulators. This computation is cheaply performed in a terminating * {@link RichOutputFormat}. * * This class simplifies the creation of analytic helpers by providing pass-through * methods for adding and getting accumulators. Each accumulator name is prefixed * with a random string since Flink accumulators share a per-job global namespace. * This class also provides empty implementations of {@link RichOutputFormat#open} * and {@link RichOutputFormat#close}. * * @param <T> element type */ public abstract class AnalyticHelper<T> extends RichOutputFormat<T> { private static final String SEPARATOR = "-"; private String id = new AbstractID().toString(); @Override public void configure(Configuration parameters) {} @Override public void open(int taskNumber, int numTasks) throws IOException {} /** * Adds an accumulator by prepending the given name with a random string. * * @param name The name of the accumulator * @param accumulator The accumulator * @param <V> Type of values that are added to the accumulator * @param <A> Type of the accumulator result as it will be reported to the client */ public <V, A extends Serializable> void addAccumulator(String name, Accumulator<V, A> accumulator) { getRuntimeContext().addAccumulator(id + SEPARATOR + name, accumulator); } /** * Gets the accumulator with the given name. Returns {@code null}, if no accumulator with * that name was produced. * * @param accumulatorName The name of the accumulator * @param <A> The generic type of the accumulator value * @return The value of the accumulator with the given name */ public <A> A getAccumulator(ExecutionEnvironment env, String accumulatorName) { JobExecutionResult result = env.getLastJobExecutionResult(); Preconditions.checkNotNull(result, "No result found for job, was execute() called before getting the result?"); return result.getAccumulatorResult(id + SEPARATOR + accumulatorName); } }