/*
* This file is part of Gradoop.
*
* Gradoop is free software: you can redistribute it and/or modify
* 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.io.impl.graph;
import org.apache.flink.api.common.typeinfo.TypeInformation;
import org.apache.flink.api.java.DataSet;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.api.java.tuple.Tuple3;
import org.apache.flink.api.java.typeutils.TupleTypeInfo;
import org.gradoop.common.model.impl.pojo.Edge;
import org.gradoop.common.model.impl.pojo.Vertex;
import org.gradoop.flink.io.impl.graph.functions.UpdateEdge;
import org.gradoop.flink.model.impl.GraphTransactions;
import org.gradoop.flink.model.impl.LogicalGraph;
import org.gradoop.flink.model.impl.functions.tuple.Value2Of3;
import org.gradoop.flink.util.GradoopFlinkConfig;
import org.gradoop.flink.io.api.DataSource;
import org.gradoop.flink.io.impl.graph.functions.InitVertex;
import org.gradoop.flink.io.impl.graph.functions.InitEdge;
import org.gradoop.flink.io.impl.graph.tuples.ImportEdge;
import org.gradoop.flink.io.impl.graph.tuples.ImportVertex;
import org.gradoop.flink.model.impl.GraphCollection;
import org.gradoop.flink.model.impl.functions.tuple.Project3To0And1;
import org.gradoop.common.model.impl.id.GradoopId;
import java.io.IOException;
import static com.google.common.base.Preconditions.checkNotNull;
/**
* Transforms an external graph into an EPGM database. The external graph needs
* to be represented by a data set of {@link ImportVertex} and a data set of
* {@link ImportEdge}. This class transforms the external graph into an EPGM
* {@link LogicalGraph}.
*
* @param <K> External vertex/edge identifier type
*/
public class GraphDataSource<K extends Comparable<K>> implements DataSource {
/**
* Vertices to import.
*/
private final DataSet<ImportVertex<K>> importVertices;
/**
* Edges to import.
*/
private final DataSet<ImportEdge<K>> importEdges;
/**
* Used to store the lineage information at the resulting EPGM element.
*/
private final String lineagePropertyKey;
/**
* Gradoop config
*/
private final GradoopFlinkConfig config;
/**
* Creates a new graph reader with no lineage information stored at the
* resulting EPGM graph.
*
* @param importVertices vertices to import
* @param importEdges edges to import
* @param config gradoop config
*/
public GraphDataSource(DataSet<ImportVertex<K>> importVertices,
DataSet<ImportEdge<K>> importEdges, GradoopFlinkConfig config) {
this(importVertices, importEdges, null, config);
}
/**
* Creates a new graph reader.
*
* If the given {@code lineagePropertyKey} is {@code null}, no lineage info
* is stored.
*
* @param importVertices vertices to import
* @param importEdges edges to import
* @param lineagePropertyKey property key to store import identifiers
* (can be {@code null})
* @param config gradoop config
*/
public GraphDataSource(DataSet<ImportVertex<K>> importVertices,
DataSet<ImportEdge<K>> importEdges, String lineagePropertyKey,
GradoopFlinkConfig config) {
this.importVertices = checkNotNull(importVertices);
this.importEdges = checkNotNull(importEdges);
this.lineagePropertyKey = lineagePropertyKey;
this.config = checkNotNull(config);
}
/**
* Transforms the import graph into a logical graph.
*
* @return logical graph
*/
@Override
public LogicalGraph getLogicalGraph() {
TypeInformation<K> externalIdType = ((TupleTypeInfo<?>) importVertices
.getType()).getTypeAt(0);
DataSet<Tuple3<K, GradoopId, Vertex>> vertexTriples = importVertices
.map(new InitVertex<>(
config.getVertexFactory(), lineagePropertyKey, externalIdType));
DataSet<Vertex> epgmVertices = vertexTriples
.map(new Value2Of3<K, GradoopId, Vertex>());
DataSet<Tuple2<K, GradoopId>> vertexIdPair = vertexTriples
.map(new Project3To0And1<K, GradoopId, Vertex>());
DataSet<Edge> epgmEdges = importEdges
.join(vertexIdPair)
.where(1).equalTo(0)
.with(new InitEdge<>(
config.getEdgeFactory(), lineagePropertyKey, externalIdType))
.join(vertexIdPair)
.where(0).equalTo(0)
.with(new UpdateEdge<Edge, K>());
return LogicalGraph.fromDataSets(epgmVertices, epgmEdges, config);
}
@Override
public GraphCollection getGraphCollection() throws IOException {
return GraphCollection.fromGraph(getLogicalGraph());
}
@Override
public GraphTransactions getGraphTransactions() throws IOException {
return getGraphCollection().toTransactions();
}
}