forked from D-Net/dnet-hadoop
removed file from different propagation
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package eu.dnetlib.dhp.resulttocommunityfromorganization;
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/**
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* @author miriam.baglioni
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* @Date 16/10/23
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*/
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/**
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* @author miriam.baglioni
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* @Date 16/10/23
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*/
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import static eu.dnetlib.dhp.PropagationConstant.*;
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import static eu.dnetlib.dhp.PropagationConstant.OBJECT_MAPPER;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import java.util.*;
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import java.util.stream.Collectors;
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import org.apache.commons.io.IOUtils;
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import org.apache.hadoop.io.ObjectWritable;
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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.function.*;
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import org.apache.spark.api.java.function.FilterFunction;
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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.sql.*;
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import org.apache.spark.sql.types.DataTypes;
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import org.apache.spark.sql.types.StructType;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.google.gson.Gson;
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import eu.dnetlib.dhp.api.Utils;
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import eu.dnetlib.dhp.api.model.CommunityEntityMap;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.schema.common.ModelConstants;
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import eu.dnetlib.dhp.schema.oaf.Relation;
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import scala.Tuple2;
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public class PrepareResultCommunity2 {
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private static final Logger log = LoggerFactory
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.getLogger(eu.dnetlib.dhp.resulttocommunityfromorganization.PrepareResultCommunitySet.class);
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public static void main(String[] args) throws Exception {
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String jsonConfiguration = IOUtils
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.toString(
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eu.dnetlib.dhp.resulttocommunityfromorganization.PrepareResultCommunitySet.class
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.getResourceAsStream(
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"/eu/dnetlib/dhp/resulttocommunityfromorganization/input_preparecommunitytoresult_parameters.json"));
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
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parser.parseArgument(args);
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Boolean isSparkSessionManaged = isSparkSessionManaged(parser);
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log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
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String inputPath = parser.get("sourcePath");
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log.info("inputPath: {}", inputPath);
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final String outputPath = parser.get("outputPath");
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log.info("outputPath: {}", outputPath);
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final boolean production = Boolean.valueOf(parser.get("production"));
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log.info("production: {}", production);
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final CommunityEntityMap organizationMap = Utils.getCommunityOrganization(production);
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log.info("organizationMap: {}", new Gson().toJson(organizationMap));
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SparkConf conf = new SparkConf();
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runWithSparkSession(
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conf,
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isSparkSessionManaged,
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spark -> {
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removeOutputDir(spark, outputPath);
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prepareInfo(spark, inputPath, outputPath, organizationMap);
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});
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}
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private static void prepareInfo(
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SparkSession spark,
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String inputPath,
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String outputPath,
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CommunityEntityMap organizationMap) {
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final StructType structureSchema = new StructType()
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.add(
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"dataInfo", new StructType()
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.add("deletedbyinference", DataTypes.BooleanType)
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.add("invisible", DataTypes.BooleanType))
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.add("source", DataTypes.StringType)
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.add("target", DataTypes.StringType)
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.add("relClass", DataTypes.StringType);
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readPath(spark, inputPath, Relation.class)
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.foreach((ForeachFunction<Relation>) r -> System.out.println(new ObjectMapper().writeValueAsString(r)));
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Dataset<Row> resultOrganization = spark
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.read()
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.schema(Encoders.bean(Relation.class).schema())
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.json(inputPath)
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.filter(
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"dataInfo.deletedbyinference != true " +
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"and relClass == '" + ModelConstants.HAS_AUTHOR_INSTITUTION + "'")
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.select(
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new Column("source").as("resultId"),
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new Column("target").as("organizationId"));
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resultOrganization
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.foreach((ForeachFunction<Row>) r -> System.out.println(new ObjectMapper().writeValueAsString(r)));
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Dataset<Row> organizationOrganization = spark
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.read()
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.schema(structureSchema)
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.json(inputPath)
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.filter(
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"dataInfo.deletedbyinference != true " +
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"and relClass == '" + ModelConstants.MERGES + "'")
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.select(
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new Column("source").as("masterOrganization"),
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new Column("target").as("duplicateOrganization"));
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resultOrganization
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.joinWith(
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organizationOrganization, resultOrganization
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.col("organizationId")
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.equalTo(organizationOrganization.col("masterOrganization")),
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"left")
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.groupByKey(
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(MapFunction<Tuple2<Row, Row>, String>) t2 -> (String) t2._1().getAs("resultId"), Encoders.STRING())
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.mapGroups((MapGroupsFunction<String, Tuple2<Row, Row>, ResultCommunityList>) (k, v) -> {
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ResultCommunityList rcl = new ResultCommunityList();
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rcl.setResultId(k);
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ArrayList<String> cl = new ArrayList<>();
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Tuple2<Row, Row> first = v.next();
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cl.addAll(organizationMap.get(first._1().getAs("organizationId")));
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if (Optional.ofNullable(first._2()).isPresent()) {
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cl.addAll(organizationMap.get(first._2().getAs(("duplicateOrganization"))));
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}
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v.forEachRemaining(o -> cl.addAll(organizationMap.get(o._2().getAs("duplicateOrganization"))));
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if (cl.size() == 0)
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return null;
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rcl.setCommunityList(new ArrayList<>(cl.stream().distinct().collect(Collectors.toList())));
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return rcl;
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}, Encoders.bean(ResultCommunityList.class))
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.filter(Objects::nonNull)
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.write()
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.mode(SaveMode.Overwrite)
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.option("compression", "gzip")
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.json(outputPath);
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// Dataset<Relation> relation = readPath(spark, inputPath, Relation.class)
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// .filter((FilterFunction<Relation>) r -> !r.getDataInfo().getDeletedbyinference() );
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//
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// relation.createOrReplaceTempView("relation");
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//
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// String query = "SELECT result_organization.source resultId, result_organization.target orgId, org_set merges "
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// + "FROM (SELECT source, target "
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// + " FROM relation "
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// + " AND lower(relClass) = '"
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// + ModelConstants.HAS_AUTHOR_INSTITUTION.toLowerCase()
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// + "') result_organization "
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// + "LEFT JOIN (SELECT source, collect_set(target) org_set "
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// + " FROM relation "
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// + " AND lower(relClass) = '"
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// + ModelConstants.MERGES.toLowerCase()
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// + "' "
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// + " GROUP BY source) organization_organization "
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// + "ON result_organization.target = organization_organization.source ";
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//
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// Dataset<ResultOrganizations> result_organizationset = spark
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// .sql(query)
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// .as(Encoders.bean(ResultOrganizations.class));
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//
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// result_organizationset
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// .map(mapResultCommunityFn(organizationMap), Encoders.bean(ResultCommunityList.class))
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// .filter(Objects::nonNull)
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// .toJavaRDD()
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// .mapToPair(value -> new Tuple2<>(value.getResultId(), value))
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// .reduceByKey((a, b) -> {
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// ArrayList<String> cl = a.getCommunityList();
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// b.getCommunityList().stream().forEach(s -> {
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// if (!cl.contains(s)) {
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// cl.add(s);
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// }
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// });
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// a.setCommunityList(cl);
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// return a;
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// })
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// .map(value -> OBJECT_MAPPER.writeValueAsString(value._2()))
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// .saveAsTextFile(outputPath, GzipCodec.class);
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}
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private static MapFunction<ResultOrganizations, ResultCommunityList> mapResultCommunityFn(
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CommunityEntityMap organizationMap) {
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return value -> {
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String rId = value.getResultId();
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Optional<List<String>> orgs = Optional.ofNullable(value.getMerges());
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String oTarget = value.getOrgId();
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Set<String> communitySet = new HashSet<>();
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if (organizationMap.containsKey(oTarget)) {
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communitySet.addAll(organizationMap.get(oTarget));
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}
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if (orgs.isPresent())
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for (String oId : orgs.get()) {
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if (organizationMap.containsKey(oId)) {
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communitySet.addAll(organizationMap.get(oId));
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}
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}
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if (!communitySet.isEmpty()) {
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ResultCommunityList rcl = new ResultCommunityList();
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rcl.setResultId(rId);
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ArrayList<String> communityList = new ArrayList<>();
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communityList.addAll(communitySet);
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rcl.setCommunityList(communityList);
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return rcl;
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}
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return null;
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};
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}
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}
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