package eu.dnetlib.dhp.oa.graph.dump.pid; import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession; import java.io.Serializable; import java.util.ArrayList; import java.util.List; import java.util.Optional; import java.util.stream.Collectors; import org.apache.commons.io.IOUtils; import org.apache.spark.SparkConf; import org.apache.spark.api.java.function.FlatMapFunction; import org.apache.spark.sql.*; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import com.google.gson.Gson; import eu.dnetlib.dhp.application.ArgumentApplicationParser; import eu.dnetlib.dhp.oa.graph.dump.Constants; import eu.dnetlib.dhp.oa.graph.dump.Utils; import eu.dnetlib.dhp.schema.common.ModelConstants; import eu.dnetlib.dhp.schema.common.ModelSupport; import eu.dnetlib.dhp.schema.dump.oaf.KeyValue; import eu.dnetlib.dhp.schema.oaf.Organization; import eu.dnetlib.dhp.schema.oaf.Relation; import scala.Tuple2; public class SparkDumpResultOrganizationRelation implements Serializable { private static final Logger log = LoggerFactory.getLogger(SparkDumpResultOrganizationRelation.class); public static void main(String[] args) throws Exception { String jsonConfiguration = IOUtils .toString( SparkDumpResultOrganizationRelation.class .getResourceAsStream( "/eu/dnetlib/dhp/oa/graph/dump_pid/input_dump_organizationrels.json")); final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration); parser.parseArgument(args); Boolean isSparkSessionManaged = Optional .ofNullable(parser.get("isSparkSessionManaged")) .map(Boolean::valueOf) .orElse(Boolean.TRUE); log.info("isSparkSessionManaged: {}", isSparkSessionManaged); final String inputPath = parser.get("sourcePath"); log.info("inputPath: {}", inputPath); final String outputPath = parser.get("outputPath"); log.info("outputPath: {}", outputPath); final String resultPidListPath = parser.get("preparedInfoPath"); final List allowedPids = new Gson().fromJson(parser.get("allowedOrganizationPids"), List.class); SparkConf conf = new SparkConf(); runWithSparkSession( conf, isSparkSessionManaged, spark -> { Utils.removeOutputDir(spark, outputPath); dumpResultOrganziationRelations(spark, inputPath, resultPidListPath, allowedPids, outputPath); }); } private static void dumpResultOrganziationRelations(SparkSession spark, String inputPath, String preparedInfoPath, List allowedPids, String outputPath) { Dataset relations = Utils.readPath(spark, inputPath + "/relation", Relation.class); Dataset organizations = Utils.readPath(spark, inputPath + "/organization", Organization.class); Dataset resultPid = Utils.readPath(spark, preparedInfoPath, ResultPidsList.class); relations.createOrReplaceTempView("relation"); organizations.createOrReplaceTempView("organization"); Dataset resultOrg = spark .sql( "SELECT source resultId , pid orgPids" + "FROM relation r " + "JOIN organization o " + "ON r.target = o.id " + "WHERE r.datainfo.deletedbyinference = false " + "AND o.datainfo.deletedbyinference = false " + "AND lower(relclass) = '" + ModelConstants.HAS_AUTHOR_INSTITUTION.toLowerCase() + "'") .as(Encoders.bean(ResultOrganization.class)); resultOrg .joinWith(resultPid, resultOrg.col("resultId").equalTo(resultPid.col("resultId")), "left") .flatMap( (FlatMapFunction, eu.dnetlib.dhp.schema.dump.oaf.graph.Relation>) value -> { List relList = new ArrayList<>(); Optional orel = Optional.ofNullable(value._2()); if (orel.isPresent()) { List orgList = value ._1() .getOrgPid() .stream() .filter(p -> allowedPids.contains(p.getQualifier().getClassid())) .map(pid -> pid.getQualifier().getClassid() + ":" + pid.getValue()) .collect(Collectors.toList()); if (orgList.size() > 0) { List resList = orel.get().getResultAllowedPids(); for (int i = 0; i < resList.size(); i++) { String pid = resList.get(i).getKey() + ":" + resList.get(i).getValue(); for (int j = 0; j < orgList.size(); j++) { relList .addAll( Utils .getRelationPair( pid, orgList.get(j), Constants.RESULT, Constants.ORGANIZATION, ModelConstants.AFFILIATION, ModelConstants.HAS_AUTHOR_INSTITUTION, ModelConstants.IS_AUTHOR_INSTITUTION_OF)); } } } } return relList.iterator(); }, Encoders.bean(eu.dnetlib.dhp.schema.dump.oaf.graph.Relation.class)) .write() .mode(SaveMode.Overwrite) .option("compression", "gzip") .json(outputPath + "/relationOrganization"); } }