package eu.dnetlib.dhp.oa.dedup; import eu.dnetlib.dhp.application.ArgumentApplicationParser; import eu.dnetlib.dhp.schema.oaf.DataInfo; import eu.dnetlib.dhp.schema.oaf.Relation; import eu.dnetlib.dhp.utils.ISLookupClientFactory; import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException; import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService; import eu.dnetlib.pace.config.DedupConfig; import org.apache.commons.io.IOUtils; import org.apache.spark.SparkConf; import org.apache.spark.api.java.JavaRDD; import org.apache.spark.api.java.function.MapFunction; import org.apache.spark.sql.Dataset; import org.apache.spark.sql.Encoders; import org.apache.spark.sql.SparkSession; import org.dom4j.DocumentException; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.IOException; import java.util.Optional; //copy simrels (verified) from relation to the workdir in order to make them available for the deduplication public class SparkCopySimRels extends AbstractSparkAction{ private static final Logger log = LoggerFactory.getLogger(SparkCopySimRels.class); public SparkCopySimRels(ArgumentApplicationParser parser, SparkSession spark) { super(parser, spark); } public static void main(String[] args) throws Exception { ArgumentApplicationParser parser = new ArgumentApplicationParser( IOUtils .toString( SparkCreateSimRels.class .getResourceAsStream( "/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json"))); parser.parseArgument(args); SparkConf conf = new SparkConf(); new SparkCreateSimRels(parser, getSparkSession(conf)) .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl"))); } @Override public void run(ISLookUpService isLookUpService) throws DocumentException, IOException, ISLookUpException { // read oozie parameters final String graphBasePath = parser.get("graphBasePath"); final String isLookUpUrl = parser.get("isLookUpUrl"); final String actionSetId = parser.get("actionSetId"); final String workingPath = parser.get("workingPath"); final int numPartitions = Optional .ofNullable(parser.get("numPartitions")) .map(Integer::valueOf) .orElse(NUM_PARTITIONS); log.info("numPartitions: '{}'", numPartitions); log.info("graphBasePath: '{}'", graphBasePath); log.info("isLookUpUrl: '{}'", isLookUpUrl); log.info("actionSetId: '{}'", actionSetId); log.info("workingPath: '{}'", workingPath); // for each dedup configuration for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) { final String entity = dedupConf.getWf().getEntityType(); final String subEntity = dedupConf.getWf().getSubEntityValue(); log.info("Copying simrels for: '{}'", subEntity); final String outputPath = DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity); removeOutputDir(spark, outputPath); final String relationPath = DedupUtility.createEntityPath(graphBasePath, "relation"); JavaRDD simRels = spark.read().textFile(relationPath).map(patchRelFn(), Encoders.bean(Relation.class)).toJavaRDD().filter(r -> filterRels(r, entity)); simRels.saveAsTextFile(outputPath); } } private static MapFunction patchRelFn() { return value -> { final Relation rel = OBJECT_MAPPER.readValue(value, Relation.class); if (rel.getDataInfo() == null) { rel.setDataInfo(new DataInfo()); } return rel; }; } private boolean filterRels(Relation rel, String entityType) { switch(entityType) { case "result": if (rel.getRelClass().equals("isSimilarTo") && rel.getRelType().equals("resultResult") && rel.getSubRelType().equals("dedup")) return true; break; case "organization": if (rel.getRelClass().equals("isSimilarTo") && rel.getRelType().equals("organizationOrganization") && rel.getSubRelType().equals("dedup")) return true; break; default: return false; } return false; } }