/* * 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.gsa; import org.apache.flink.api.java.DataSet; import org.apache.flink.api.java.tuple.Tuple2; import org.apache.flink.graph.EdgeDirection; import org.apache.flink.graph.IterationConfiguration; import java.util.ArrayList; import java.util.List; /** * A GSAConfiguration object can be used to set the iteration name and * degree of parallelism, to register aggregators and use broadcast sets in * the {@link org.apache.flink.graph.gsa.GatherFunction}, {@link org.apache.flink.graph.gsa.SumFunction} as well as * {@link org.apache.flink.graph.gsa.ApplyFunction}. * * The GSAConfiguration object is passed as an argument to * {@link org.apache.flink.graph.Graph#runGatherSumApplyIteration(org.apache.flink.graph.gsa.GatherFunction, * org.apache.flink.graph.gsa.SumFunction, org.apache.flink.graph.gsa.ApplyFunction, int)} */ public class GSAConfiguration extends IterationConfiguration { /** the broadcast variables for the gather function **/ private List<Tuple2<String, DataSet<?>>> bcVarsGather = new ArrayList<>(); /** the broadcast variables for the sum function **/ private List<Tuple2<String, DataSet<?>>> bcVarsSum = new ArrayList<>(); /** the broadcast variables for the apply function **/ private List<Tuple2<String, DataSet<?>>> bcVarsApply = new ArrayList<>(); private EdgeDirection direction = EdgeDirection.OUT; public GSAConfiguration() {} /** * Adds a data set as a broadcast set to the gather function. * * @param name The name under which the broadcast data is available in the gather function. * @param data The data set to be broadcasted. */ public void addBroadcastSetForGatherFunction(String name, DataSet<?> data) { this.bcVarsGather.add(new Tuple2<String, DataSet<?>>(name, data)); } /** * Adds a data set as a broadcast set to the sum function. * * @param name The name under which the broadcast data is available in the sum function. * @param data The data set to be broadcasted. */ public void addBroadcastSetForSumFunction(String name, DataSet<?> data) { this.bcVarsSum.add(new Tuple2<String, DataSet<?>>(name, data)); } /** * Adds a data set as a broadcast set to the apply function. * * @param name The name under which the broadcast data is available in the apply function. * @param data The data set to be broadcasted. */ public void addBroadcastSetForApplyFunction(String name, DataSet<?> data) { this.bcVarsApply.add(new Tuple2<String, DataSet<?>>(name, data)); } /** * Get the broadcast variables of the GatherFunction. * * @return a List of Tuple2, where the first field is the broadcast variable name * and the second field is the broadcast DataSet. */ public List<Tuple2<String, DataSet<?>>> getGatherBcastVars() { return this.bcVarsGather; } /** * Get the broadcast variables of the SumFunction. * * @return a List of Tuple2, where the first field is the broadcast variable name * and the second field is the broadcast DataSet. */ public List<Tuple2<String, DataSet<?>>> getSumBcastVars() { return this.bcVarsSum; } /** * Get the broadcast variables of the ApplyFunction. * * @return a List of Tuple2, where the first field is the broadcast variable name * and the second field is the broadcast DataSet. */ public List<Tuple2<String, DataSet<?>>> getApplyBcastVars() { return this.bcVarsApply; } /** * Gets the direction from which the neighbors are to be selected * By default the neighbors who are target of the edges are selected * * @return an EdgeDirection, which can be either IN, OUT or ALL. */ public EdgeDirection getDirection() { return direction; } /** * Sets the direction in which neighbors are to be selected * By default the neighbors who are target of the edges are selected * * @param direction - IN, OUT or ALL */ public void setDirection(EdgeDirection direction) { this.direction = direction; } }