minor changes
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@ -13,7 +13,6 @@ import eu.dnetlib.pace.util.MapDocumentUtil;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.JavaPairRDD;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.JavaSparkContext;
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@ -29,6 +28,7 @@ import scala.Tuple2;
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import java.io.IOException;
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import java.util.ArrayList;
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import java.util.Iterator;
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import java.util.List;
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public class SparkCreateConnectedComponent extends AbstractSparkAction {
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@ -45,7 +45,7 @@ public class SparkCreateConnectedComponent extends AbstractSparkAction {
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SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json")));
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parser.parseArgument(args);
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new SparkCreateSimRels(parser, getSparkSession(parser)).run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
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new SparkCreateConnectedComponent(parser, getSparkSession(parser)).run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
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}
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@Override
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@ -56,12 +56,16 @@ public class SparkCreateConnectedComponent extends AbstractSparkAction {
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final String isLookUpUrl = parser.get("isLookUpUrl");
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final String actionSetId = parser.get("actionSetId");
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System.out.println(String.format("graphBasePath: '%s'", graphBasePath));
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System.out.println(String.format("isLookUpUrl: '%s'", isLookUpUrl));
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System.out.println(String.format("actionSetId: '%s'", actionSetId));
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System.out.println(String.format("workingPath: '%s'", workingPath));
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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for (DedupConfig dedupConf: getConfigurations(isLookUpService, actionSetId)) {
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final String entity = dedupConf.getWf().getEntityType();
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final String subEntity = dedupConf.getWf().getSubEntityValue();
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System.out.println(String.format("Creating mergerels for: '%s'", subEntity));
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final JavaPairRDD<Object, String> vertexes = sc.textFile(graphBasePath + "/" + subEntity)
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.map(s -> MapDocumentUtil.getJPathString(dedupConf.getWf().getIdPath(), s))
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@ -72,28 +76,35 @@ public class SparkCreateConnectedComponent extends AbstractSparkAction {
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final Dataset<Relation> similarityRelations = spark.read().load(DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity)).as(Encoders.bean(Relation.class));
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final RDD<Edge<String>> edgeRdd = similarityRelations.javaRDD().map(it -> new Edge<>(getHashcode(it.getSource()), getHashcode(it.getTarget()), it.getRelClass())).rdd();
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final JavaRDD<ConnectedComponent> cc = GraphProcessor.findCCs(vertexes.rdd(), edgeRdd, dedupConf.getWf().getMaxIterations()).toJavaRDD();
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final Dataset<Relation> mergeRelation = spark.createDataset(cc.filter(k -> k.getDocIds().size() > 1).flatMap((FlatMapFunction<ConnectedComponent, Relation>) c ->
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c.getDocIds()
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.stream()
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.flatMap(id -> {
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List<Relation> tmp = new ArrayList<>();
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Relation r = new Relation();
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r.setSource(c.getCcId());
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r.setTarget(id);
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r.setRelClass("merges");
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tmp.add(r);
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r = new Relation();
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r.setTarget(c.getCcId());
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r.setSource(id);
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r.setRelClass("isMergedIn");
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tmp.add(r);
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return tmp.stream();
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}).iterator()).rdd(), Encoders.bean(Relation.class));
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mergeRelation.write().mode("overwrite").save(DedupUtility.createMergeRelPath(workingPath, actionSetId, subEntity));
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final Dataset<Relation> mergeRelation = spark.createDataset(cc.filter(k -> k.getDocIds().size() > 1)
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.flatMap(this::ccToMergeRel).rdd(), Encoders.bean(Relation.class));
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mergeRelation
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.write().mode("overwrite")
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.save(DedupUtility.createMergeRelPath(workingPath, actionSetId, subEntity));
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}
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}
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public Iterator<Relation> ccToMergeRel(ConnectedComponent cc){
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return cc.getDocIds()
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.stream()
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.flatMap(id -> {
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List<Relation> tmp = new ArrayList<>();
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Relation r = new Relation();
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r.setSource(cc.getCcId());
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r.setTarget(id);
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r.setRelClass("merges");
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tmp.add(r);
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r = new Relation();
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r.setTarget(cc.getCcId());
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r.setSource(id);
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r.setRelClass("isMergedIn");
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tmp.add(r);
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return tmp.stream();
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}).iterator();
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}
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public static long getHashcode(final String id) {
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return Hashing.murmur3_128().hashString(id).asLong();
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}
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@ -32,7 +32,7 @@ public class SparkCreateDedupRecord extends AbstractSparkAction {
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SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/oa/dedup/createDedupRecord_parameters.json")));
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parser.parseArgument(args);
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new SparkCreateSimRels(parser, getSparkSession(parser)).run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
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new SparkCreateDedupRecord(parser, getSparkSession(parser)).run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
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}
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@Override
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@ -43,10 +43,16 @@ public class SparkCreateDedupRecord extends AbstractSparkAction {
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final String actionSetId = parser.get("actionSetId");
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final String workingPath = parser.get("workingPath");
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System.out.println(String.format("graphBasePath: '%s'", graphBasePath));
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System.out.println(String.format("isLookUpUrl: '%s'", isLookUpUrl));
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System.out.println(String.format("actionSetId: '%s'", actionSetId));
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System.out.println(String.format("workingPath: '%s'", workingPath));
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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for (DedupConfig dedupConf: getConfigurations(isLookUpService, actionSetId)) {
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String subEntity = dedupConf.getWf().getSubEntityValue();
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System.out.println(String.format("Creating deduprecords for: '%s'", subEntity));
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final String mergeRelPath = DedupUtility.createMergeRelPath(workingPath, actionSetId, subEntity);
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final String entityPath = DedupUtility.createEntityPath(graphBasePath, subEntity);
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@ -61,16 +61,18 @@ public class SparkCreateSimRels extends AbstractSparkAction {
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final String workingPath = parser.get("workingPath");
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System.out.println(String.format("graphBasePath: '%s'", graphBasePath));
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System.out.println(String.format("isLookUpUrl: '%s'", isLookUpUrl));
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System.out.println(String.format("actionSetId: '%s'", actionSetId));
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System.out.println(String.format("workingPath: '%s'", workingPath));
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System.out.println(String.format("isLookUpUrl: '%s'", isLookUpUrl));
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System.out.println(String.format("actionSetId: '%s'", actionSetId));
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System.out.println(String.format("workingPath: '%s'", workingPath));
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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//for each dedup configuration
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for (DedupConfig dedupConf: getConfigurations(isLookUpService, actionSetId)) {
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final String entity = dedupConf.getWf().getEntityType();
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final String subEntity = dedupConf.getWf().getSubEntityValue();
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System.out.println(String.format("Creating simrels for: '%s'", subEntity));
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JavaPairRDD<String, MapDocument> mapDocument = sc.textFile(DedupUtility.createEntityPath(graphBasePath, subEntity))
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.mapToPair((PairFunction<String, String, MapDocument>) s -> {
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@ -60,6 +60,10 @@ public class SparkPropagateRelation extends AbstractSparkAction {
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final String workingPath = parser.get("workingPath");
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final String dedupGraphPath = parser.get("dedupGraphPath");
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System.out.println(String.format("graphBasePath: '%s'", graphBasePath));
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System.out.println(String.format("workingPath: '%s'", workingPath));
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System.out.println(String.format("dedupGraphPath:'%s'", dedupGraphPath));
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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final Dataset<Relation> mergeRels = spark.read().load(DedupUtility.createMergeRelPath(workingPath, "*", "*")).as(Encoders.bean(Relation.class));
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@ -69,6 +69,10 @@ public class SparkUpdateEntity extends AbstractSparkAction {
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final String workingPath = parser.get("workingPath");
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final String dedupGraphPath = parser.get("dedupGraphPath");
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System.out.println(String.format("graphBasePath: '%s'", graphBasePath));
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System.out.println(String.format("workingPath: '%s'", workingPath));
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System.out.println(String.format("dedupGraphPath: '%s'", dedupGraphPath));
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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//for each entity
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