package eu.dnetlib.dhp.oa.dedup; import java.io.IOException; import java.util.Optional; import org.apache.commons.io.IOUtils; import org.apache.spark.SparkConf; 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.SaveMode; import org.apache.spark.sql.SparkSession; import org.dom4j.DocumentException; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import eu.dnetlib.dhp.application.ArgumentApplicationParser; import eu.dnetlib.dhp.schema.common.EntityType; import eu.dnetlib.dhp.schema.common.ModelSupport; import eu.dnetlib.dhp.schema.oaf.OafEntity; import eu.dnetlib.dhp.utils.ISLookupClientFactory; import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException; import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService; public class SparkCopyOpenorgs extends AbstractSparkAction { private static final Logger log = LoggerFactory.getLogger(SparkCopyOpenorgs.class); public SparkCopyOpenorgs(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/copyOpenorgs_parameters.json"))); parser.parseArgument(args); SparkConf conf = new SparkConf(); new SparkCopyOpenorgs(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 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("actionSetId: '{}'", actionSetId); log.info("workingPath: '{}'", workingPath); String subEntity = "organization"; log.info("Copying openorgs to the working dir"); final String outputPath = DedupUtility.createDedupRecordPath(workingPath, actionSetId, subEntity); removeOutputDir(spark, outputPath); final String entityPath = DedupUtility.createEntityPath(graphBasePath, subEntity); final Class clazz = ModelSupport.entityTypes.get(EntityType.valueOf(subEntity)); filterEntities(spark, entityPath, clazz) .write() .mode(SaveMode.Overwrite) .option("compression", "gzip") .json(outputPath); } public static Dataset filterEntities( final SparkSession spark, final String entitiesInputPath, final Class clazz) { // Dataset entities = spark .read() .textFile(entitiesInputPath) .map( (MapFunction) it -> { T entity = OBJECT_MAPPER.readValue(it, clazz); return entity; }, Encoders.kryo(clazz)); return entities.filter(entities.col("id").contains("openorgs____")); } }