Exclusion.java

/*
 * Copyright © 2014 - 2021 Leipzig University (Database Research Group)
 *
 * 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.
 */
/*
 * This file is part of Gradoop.
 *
 * Gradoop is free software: you can redistribute it and/or transform
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * Gradoop is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with Gradoop.  If not, see <http://www.gnu.org/licenses/>.
 */

package org.gradoop.flink.model.impl.operators.exclusion;

import org.apache.flink.api.java.DataSet;
import org.gradoop.common.model.api.entities.Edge;
import org.gradoop.common.model.api.entities.GraphHead;
import org.gradoop.common.model.api.entities.Vertex;
import org.gradoop.flink.model.api.epgm.BaseGraph;
import org.gradoop.flink.model.api.epgm.BaseGraphCollection;
import org.gradoop.flink.model.api.operators.BinaryBaseGraphToBaseGraphOperator;
import org.gradoop.flink.model.impl.functions.epgm.Id;
import org.gradoop.flink.model.impl.functions.utils.LeftWhenRightIsNull;

/**
 * Computes the exclusion graph from two base graphs.
 * Reduces the first input graph to contain only vertices and edges that don't exist in
 * the second graph. The graph head of the first graph is retained. Vertex and edge equality
 * is based on their respective identifiers.
 *
 * @param <G>  The graph head type.
 * @param <V>  The vertex type.
 * @param <E>  The edge type.
 * @param <LG> The type of the graph.
 * @param <GC> The type of the graph collection.
 */
public class Exclusion<
  G extends GraphHead,
  V extends Vertex,
  E extends Edge,
  LG extends BaseGraph<G, V, E, LG, GC>,
  GC extends BaseGraphCollection<G, V, E, LG, GC>>
  implements BinaryBaseGraphToBaseGraphOperator<LG> {

  @Override
  public LG execute(LG firstGraph, LG secondGraph) {
    DataSet<V> newVertexSet = firstGraph.getVertices()
      .leftOuterJoin(secondGraph.getVertices())
      .where(new Id<>())
      .equalTo(new Id<>())
      .with(new LeftWhenRightIsNull<>());

    return firstGraph.getFactory()
      .fromDataSets(firstGraph.getGraphHead(), newVertexSet, firstGraph.getEdges()).verify();
  }
}