re-implemented inverting the couple: from (projectId, relatedResultList) to (resultId, relatedProjectList)
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@ -12,6 +12,7 @@ import eu.dnetlib.dhp.schema.oaf.Relation;
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import java.util.Arrays;
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import java.util.List;
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import org.apache.commons.io.IOUtils;
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import org.apache.hadoop.io.compress.GzipCodec;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.sql.*;
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@ -95,45 +96,57 @@ public class PrepareProjectResultsAssociation {
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resproj_relation.createOrReplaceTempView("resproj_relation");
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query =
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"SELECT projectId, collect_set(resId) resultSet "
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+ "FROM ("
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+ " SELECT r1.target resId, r2.target projectId "
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"SELECT resultId, collect_set(projectId) projectSet "
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+ "FROM ( "
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+ "SELECT r1.target resultId, r2.target projectId "
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+ " FROM (SELECT source, target "
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+ " FROM relation "
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+ " WHERE datainfo.deletedbyinference = false "
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+ getConstraintList(" relClass = '", allowedsemrel)
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+ ") r1"
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+ " ) r1"
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+ " JOIN resproj_relation r2 "
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+ " ON r1.source = r2.source "
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+ " ) tmp "
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+ "GROUP BY projectId ";
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+ "GROUP BY resultId ";
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// query =
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// "SELECT projectId, collect_set(resId) resultSet "
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// + "FROM ("
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// + " SELECT r1.target resId, r2.target projectId "
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// + " FROM (SELECT source, target "
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// + " FROM relation "
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// + " WHERE datainfo.deletedbyinference = false "
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// + getConstraintList(" relClass = '", allowedsemrel)
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// + ") r1"
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// + " JOIN resproj_relation r2 "
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// + " ON r1.source = r2.source "
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// + " ) tmp "
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// + "GROUP BY projectId ";
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spark.sql(query)
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.as(Encoders.bean(ProjectResultSet.class))
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.toJSON()
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.write()
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.mode(SaveMode.Overwrite)
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.option("compression", "gzip")
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.text(potentialUpdatePath);
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// .toJavaRDD()
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// .map(r -> OBJECT_MAPPER.writeValueAsString(r))
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// .saveAsTextFile(potentialUpdatePath, GzipCodec.class);
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.as(Encoders.bean(ResultProjectSet.class))
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// .toJSON()
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// .write()
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// .mode(SaveMode.Overwrite)
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// .option("compression", "gzip")
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// .text(potentialUpdatePath);
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.toJavaRDD()
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.map(r -> OBJECT_MAPPER.writeValueAsString(r))
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.saveAsTextFile(potentialUpdatePath, GzipCodec.class);
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query =
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"SELECT target projectId, collect_set(source) resultSet "
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"SELECT source resultId, collect_set(target) projectSet "
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+ "FROM resproj_relation "
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+ "GROUP BY target";
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+ "GROUP BY source";
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spark.sql(query)
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.as(Encoders.bean(ProjectResultSet.class))
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.toJSON()
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.write()
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.mode(SaveMode.Overwrite)
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.option("compression", "gzip")
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.text(alreadyLinkedPath);
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// .toJavaRDD()
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// .map(r -> OBJECT_MAPPER.writeValueAsString(r))
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// .saveAsTextFile(alreadyLinkedPath, GzipCodec.class);
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.as(Encoders.bean(ResultProjectSet.class))
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// .toJSON()
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// .write()
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// .mode(SaveMode.Overwrite)
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// .option("compression", "gzip")
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// .text(alreadyLinkedPath);
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.toJavaRDD()
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.map(r -> OBJECT_MAPPER.writeValueAsString(r))
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.saveAsTextFile(alreadyLinkedPath, GzipCodec.class);
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}
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}
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@ -1,25 +0,0 @@
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package eu.dnetlib.dhp.projecttoresult;
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import java.io.Serializable;
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import java.util.ArrayList;
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public class ProjectResultSet implements Serializable {
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private String projectId;
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private ArrayList<String> resultSet;
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public String getProjectId() {
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return projectId;
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}
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public void setProjectId(String projectId) {
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this.projectId = projectId;
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}
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public ArrayList<String> getResultSet() {
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return resultSet;
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}
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public void setResultSet(ArrayList<String> resultSet) {
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this.resultSet = resultSet;
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}
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}
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@ -0,0 +1,25 @@
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package eu.dnetlib.dhp.projecttoresult;
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import java.io.Serializable;
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import java.util.ArrayList;
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public class ResultProjectSet implements Serializable {
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private String resultId;
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private ArrayList<String> projectSet;
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public String getResultId() {
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return resultId;
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}
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public void setResultId(String resultId) {
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this.resultId = resultId;
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}
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public ArrayList<String> getProjectSet() {
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return projectSet;
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}
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public void setProjectSet(ArrayList<String> project) {
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this.projectSet = project;
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}
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}
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@ -9,6 +9,7 @@ import eu.dnetlib.dhp.countrypropagation.PrepareDatasourceCountryAssociation;
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import eu.dnetlib.dhp.schema.oaf.Relation;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Optional;
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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.*;
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@ -44,9 +45,6 @@ public class SparkResultToProjectThroughSemRelJob3 {
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final String alreadyLinkedPath = parser.get("alreadyLinkedPath");
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log.info("alreadyLinkedPath {}: ", alreadyLinkedPath);
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final Boolean writeUpdates = Boolean.valueOf(parser.get("writeUpdate"));
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log.info("writeUpdate: {}", writeUpdates);
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final Boolean saveGraph = Boolean.valueOf(parser.get("saveGraph"));
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log.info("saveGraph: {}", saveGraph);
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@ -60,12 +58,7 @@ public class SparkResultToProjectThroughSemRelJob3 {
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removeOutputDir(spark, outputPath);
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}
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execPropagation(
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spark,
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outputPath,
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alreadyLinkedPath,
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potentialUpdatePath,
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writeUpdates,
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saveGraph);
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spark, outputPath, alreadyLinkedPath, potentialUpdatePath, saveGraph);
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});
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}
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@ -74,21 +67,12 @@ public class SparkResultToProjectThroughSemRelJob3 {
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String outputPath,
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String alreadyLinkedPath,
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String potentialUpdatePath,
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Boolean writeUpdate,
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Boolean saveGraph) {
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Dataset<ProjectResultSet> toaddrelations =
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readAssocProjectResults(spark, potentialUpdatePath);
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Dataset<ProjectResultSet> alreadyLinked = readAssocProjectResults(spark, alreadyLinkedPath);
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Dataset<ResultProjectSet> toaddrelations =
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readAssocResultProjects(spark, potentialUpdatePath);
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Dataset<ResultProjectSet> alreadyLinked = readAssocResultProjects(spark, alreadyLinkedPath);
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if (writeUpdate) {
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toaddrelations
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.toJSON()
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.write()
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.mode(SaveMode.Overwrite)
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.option("compression", "gzip")
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.text(outputPath + "/potential_updates");
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}
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if (saveGraph) {
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getNewRelations(alreadyLinked, toaddrelations)
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.toJSON()
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@ -100,27 +84,38 @@ public class SparkResultToProjectThroughSemRelJob3 {
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}
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private static Dataset<Relation> getNewRelations(
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Dataset<ProjectResultSet> alreadyLinked, Dataset<ProjectResultSet> toaddrelations) {
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Dataset<ResultProjectSet> alreadyLinked, Dataset<ResultProjectSet> toaddrelations) {
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return toaddrelations
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.joinWith(
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alreadyLinked,
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toaddrelations.col("projectId").equalTo(alreadyLinked.col("projectId")),
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"left")
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toaddrelations.col("resultId").equalTo(alreadyLinked.col("resultId")),
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"left_outer")
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.flatMap(
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value -> {
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List<Relation> new_relations = new ArrayList<>();
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ProjectResultSet potential_update = value._1();
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ProjectResultSet already_linked = value._2();
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String projId = already_linked.getProjectId();
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potential_update.getResultSet().stream()
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ResultProjectSet potential_update = value._1();
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Optional<ResultProjectSet> already_linked =
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Optional.ofNullable(value._2());
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if (already_linked.isPresent()) {
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already_linked.get().getProjectSet().stream()
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.forEach(
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rId -> {
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if (!already_linked.getResultSet().contains(rId)) {
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(p -> {
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if (potential_update
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.getProjectSet()
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.contains(p)) {
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potential_update.getProjectSet().remove(p);
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}
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}));
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}
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String resId = potential_update.getResultId();
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potential_update.getProjectSet().stream()
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.forEach(
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pId -> {
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new_relations.add(
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getRelation(
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rId,
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projId,
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resId,
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pId,
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RELATION_RESULT_PROJECT_REL_CLASS,
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RELATION_RESULTPROJECT_REL_TYPE,
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RELATION_RESULTPROJECT_SUBREL_TYPE,
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@ -129,27 +124,26 @@ public class SparkResultToProjectThroughSemRelJob3 {
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PROPAGATION_RELATION_RESULT_PROJECT_SEM_REL_CLASS_NAME));
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new_relations.add(
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getRelation(
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projId,
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rId,
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pId,
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resId,
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RELATION_PROJECT_RESULT_REL_CLASS,
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RELATION_RESULTPROJECT_REL_TYPE,
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RELATION_RESULTPROJECT_SUBREL_TYPE,
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PROPAGATION_DATA_INFO_TYPE,
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PROPAGATION_RELATION_RESULT_PROJECT_SEM_REL_CLASS_ID,
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PROPAGATION_RELATION_RESULT_PROJECT_SEM_REL_CLASS_NAME));
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}
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});
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return new_relations.iterator();
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},
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Encoders.bean(Relation.class));
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}
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private static Dataset<ProjectResultSet> readAssocProjectResults(
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private static Dataset<ResultProjectSet> readAssocResultProjects(
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SparkSession spark, String potentialUpdatePath) {
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return spark.read()
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.textFile(potentialUpdatePath)
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.map(
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value -> OBJECT_MAPPER.readValue(value, ProjectResultSet.class),
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Encoders.bean(ProjectResultSet.class));
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value -> OBJECT_MAPPER.readValue(value, ResultProjectSet.class),
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Encoders.bean(ResultProjectSet.class));
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}
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}
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