package eu.dnetlib.dhp.actionmanager.datacite import eu.dnetlib.dhp.application.ArgumentApplicationParser import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup import eu.dnetlib.dhp.schema.mdstore.MetadataRecord import eu.dnetlib.dhp.schema.oaf.{Oaf, Result} import eu.dnetlib.dhp.utils.ISLookupClientFactory import org.apache.spark.SparkConf import org.apache.spark.sql.{Dataset, Encoder, Encoders, SaveMode, SparkSession} import org.slf4j.{Logger, LoggerFactory} import scala.io.Source object FilterCrossrefEntitiesSpark { val log: Logger = LoggerFactory.getLogger(getClass.getClass) def main(args: Array[String]): Unit = { val conf = new SparkConf val parser = new ArgumentApplicationParser(Source.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/actionmanager/datacite/filter_crossref_param.json")).mkString) parser.parseArgument(args) val master = parser.get("master") val sourcePath = parser.get("sourcePath") log.info("sourcePath: {}", sourcePath) val targetPath = parser.get("targetPath") log.info("targetPath: {}", targetPath) val spark: SparkSession = SparkSession.builder().config(conf) .appName(getClass.getSimpleName) .master(master) .getOrCreate() implicit val oafEncoder: Encoder[Oaf] = Encoders.kryo[Oaf] implicit val resEncoder: Encoder[Result] = Encoders.kryo[Result] val d:Dataset[Oaf]= spark.read.load(sourcePath).as[Oaf] d.filter(r => r.isInstanceOf[Result]).map(r => r.asInstanceOf[Result]).write.mode(SaveMode.Overwrite).save(targetPath) } }