forked from D-Net/dnet-hadoop
implemented merge scholix
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parent
754c86f33e
commit
66efb39634
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@ -9,7 +9,6 @@ import org.junit.jupiter.api.BeforeAll;
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import org.junit.jupiter.api.Disabled;
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import org.junit.jupiter.api.Test;
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@Disabled
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public class HttpConnectorTest {
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@ -6,11 +6,36 @@ import eu.dnetlib.dhp.provision.scholix.summary.ScholixSummary
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import eu.dnetlib.dhp.schema.oaf.Relation
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import org.apache.commons.io.IOUtils
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import org.apache.spark.SparkConf
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import org.apache.spark.sql.expressions.Aggregator
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import org.apache.spark.sql.{Dataset, Encoder, Encoders, SaveMode, SparkSession}
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object SparkGenerateScholixIndex {
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def getScholixAggregator(): Aggregator[(String, Scholix), Scholix, Scholix] = new Aggregator[(String, Scholix), Scholix, Scholix]{
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override def zero: Scholix = new Scholix()
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override def reduce(b: Scholix, a: (String, Scholix)): Scholix = {
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b.mergeFrom(a._2)
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b
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}
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override def merge(wx: Scholix, wy: Scholix): Scholix = {
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wx.mergeFrom(wy)
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wx
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}
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override def finish(reduction: Scholix): Scholix = reduction
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override def bufferEncoder: Encoder[Scholix] =
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Encoders.kryo(classOf[Scholix])
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override def outputEncoder: Encoder[Scholix] =
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Encoders.kryo(classOf[Scholix])
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}
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def main(args: Array[String]): Unit = {
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val parser = new ArgumentApplicationParser(IOUtils.toString(SparkGenerateScholixIndex.getClass.getResourceAsStream("/eu/dnetlib/dhp/provision/input_generate_summary_parameters.json")))
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parser.parseArgument(args)
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@ -40,7 +65,7 @@ object SparkGenerateScholixIndex {
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(relation.getTarget, Scholix.generateScholixWithSource(summary,relation))
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}).write.mode(SaveMode.Overwrite).save(s"$workingDirPath/scholix_source")
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}).repartition(6000).write.mode(SaveMode.Overwrite).save(s"$workingDirPath/scholix_source")
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val sTarget:Dataset[(String,Scholix)] = spark.read.load(s"$workingDirPath/scholix_source").as[(String, Scholix)]
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@ -53,9 +78,16 @@ object SparkGenerateScholixIndex {
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scholix.generateIdentifier()
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scholix.generatelinkPublisher()
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scholix
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}).write.mode(SaveMode.Overwrite).save(s"$workingDirPath/scholix")
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}).repartition(6000).write.mode(SaveMode.Overwrite).save(s"$workingDirPath/scholix_r")
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val finalScholix:Dataset[Scholix] = spark.read.load(s"$workingDirPath/scholix_r").as[Scholix]
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finalScholix.map(d => (d.getIdentifier, d))(Encoders.tuple(Encoders.STRING, scholixEncoder))
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.groupByKey(_._1)(Encoders.STRING)
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.agg(getScholixAggregator().toColumn)
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.map(p => p._2)
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.write.mode(SaveMode.Overwrite).save(s"$workingDirPath/scholix")
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}
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@ -5,6 +5,8 @@ import java.io.Serializable;
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import java.util.*;
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import java.util.stream.Collectors;
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import org.apache.commons.lang3.StringUtils;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.dhp.provision.scholix.summary.ScholixSummary;
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@ -91,13 +93,91 @@ public class Scholix implements Serializable {
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s.setSource(ScholixResource.fromSummary(scholixSummary));
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s.setIdentifier(rel.getTarget());
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// ScholixResource mockTarget = new ScholixResource();
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// mockTarget.setDnetIdentifier(rel.getTarget());
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// s.setTarget(mockTarget);
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// s.generateIdentifier();
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return s;
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}
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private List<ScholixEntityId> mergeScholixEntityId(final List<ScholixEntityId> a, final List<ScholixEntityId> b) {
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final List<ScholixEntityId> m = new ArrayList<>(a);
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if (b != null)
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b.forEach(s -> {
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int tt = (int) m.stream().filter(t -> t.getName().equalsIgnoreCase(s.getName())).count();
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if (tt == 0) {
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m.add(s);
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}
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});
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return m;
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}
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private List<ScholixIdentifier> mergeScholixIdnetifier(final List<ScholixIdentifier> a,
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final List<ScholixIdentifier> b) {
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final List<ScholixIdentifier> m = new ArrayList<>(a);
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if (b != null)
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b.forEach(s -> {
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int tt = (int) m.stream().filter(t -> t.getIdentifier().equalsIgnoreCase(s.getIdentifier())).count();
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if (tt == 0) {
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m.add(s);
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}
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});
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return m;
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}
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private List<ScholixCollectedFrom> mergeScholixCollectedFrom(final List<ScholixCollectedFrom> a,
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final List<ScholixCollectedFrom> b) {
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final List<ScholixCollectedFrom> m = new ArrayList<>(a);
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if (b != null)
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b.forEach(s -> {
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int tt = (int) m
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.stream()
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.filter(t -> t.getProvider().getName().equalsIgnoreCase(s.getProvider().getName()))
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.count();
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if (tt == 0) {
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m.add(s);
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}
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});
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return m;
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}
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private ScholixRelationship mergeRelationships(final ScholixRelationship a, final ScholixRelationship b) {
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ScholixRelationship result = new ScholixRelationship();
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result.setName(StringUtils.isEmpty(a.getName()) ? b.getName() : a.getName());
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result.setInverse(StringUtils.isEmpty(a.getInverse()) ? b.getInverse() : a.getInverse());
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result.setSchema(StringUtils.isEmpty(a.getSchema()) ? b.getSchema() : a.getSchema());
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return result;
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}
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private ScholixResource mergeResource(final ScholixResource a, final ScholixResource b) {
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final ScholixResource result = new ScholixResource();
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result.setCollectedFrom(mergeScholixCollectedFrom(a.getCollectedFrom(), b.getCollectedFrom()));
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result.setCreator(mergeScholixEntityId(a.getCreator(), b.getCreator()));
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result
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.setDnetIdentifier(
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StringUtils.isBlank(a.getDnetIdentifier()) ? b.getDnetIdentifier() : a.getDnetIdentifier());
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result.setIdentifier(mergeScholixIdnetifier(a.getIdentifier(), b.getIdentifier()));
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result.setObjectType(StringUtils.isNotBlank(a.getObjectType()) ? a.getObjectType() : b.getObjectType());
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result
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.setObjectSubType(
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StringUtils.isNotBlank(a.getObjectSubType()) ? a.getObjectSubType() : b.getObjectSubType());
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result.setPublisher(mergeScholixEntityId(a.getPublisher(), b.getPublisher()));
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result
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.setPublicationDate(
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StringUtils.isNotBlank(a.getPublicationDate()) ? a.getPublicationDate() : b.getPublicationDate());
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result.setTitle(StringUtils.isNotBlank(a.getTitle()) ? a.getTitle() : b.getTitle());
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return result;
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}
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public void mergeFrom(final Scholix other) {
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linkprovider = mergeScholixEntityId(linkprovider, other.getLinkprovider());
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publisher = mergeScholixEntityId(publisher, other.getPublisher());
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if (StringUtils.isEmpty(publicationDate))
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publicationDate = other.getPublicationDate();
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relationship = mergeRelationships(relationship, other.getRelationship());
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source = mergeResource(source, other.getSource());
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target = mergeResource(target, other.getTarget());
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generateIdentifier();
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}
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public void generatelinkPublisher() {
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Set<String> publisher = new HashSet<>();
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if (source.getPublisher() != null)
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@ -108,7 +108,7 @@
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<arg>-m</arg> <arg>yarn-cluster</arg>
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<arg>--workingPath</arg><arg>${workingDirPath}</arg>
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</spark>
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<ok to="DropAndCreateIndex"/>
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<ok to="End"/>
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<error to="Kill"/>
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</action>
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