package eu.dnetlib.doiboost.crossref import eu.dnetlib.dhp.application.ArgumentApplicationParser import eu.dnetlib.dhp.schema.oaf import eu.dnetlib.dhp.schema.oaf.{Oaf, Publication, Relation, Dataset => OafDataset} import org.apache.commons.io.IOUtils import org.apache.hadoop.io.{IntWritable, Text} import org.apache.spark.SparkConf import org.apache.spark.rdd.RDD import org.apache.spark.sql.{Dataset, Encoder, Encoders, SaveMode, SparkSession} import org.slf4j.{Logger, LoggerFactory} case class Reference(author: String, firstPage: String) {} object SparkMapDumpIntoOAF { def main(args: Array[String]): Unit = { val logger: Logger = LoggerFactory.getLogger(SparkMapDumpIntoOAF.getClass) val conf: SparkConf = new SparkConf() val parser = new ArgumentApplicationParser(IOUtils.toString(SparkMapDumpIntoOAF.getClass.getResourceAsStream("/eu/dnetlib/dhp/doiboost/convert_map_to_oaf_params.json"))) parser.parseArgument(args) val spark: SparkSession = SparkSession .builder() .config(conf) .appName(SparkMapDumpIntoOAF.getClass.getSimpleName) .master(parser.get("master")).getOrCreate() implicit val oafEncoder: Encoder[Oaf] = Encoders.kryo[Oaf] implicit val mapEncoderPubs: Encoder[Publication] = Encoders.kryo[Publication] implicit val mapEncoderRelatons: Encoder[Relation] = Encoders.kryo[Relation] implicit val mapEncoderDatasets: Encoder[oaf.Dataset] = Encoders.kryo[OafDataset] val targetPath = parser.get("targetPath") import spark.implicits._ spark.read.load(parser.get("sourcePath")).as[CrossrefDT] .flatMap(k => Crossref2Oaf.convert(k.json)) .filter(o => o != null) .write.mode(SaveMode.Overwrite).save(s"$targetPath/mixObject") val ds:Dataset[Oaf] = spark.read.load(s"$targetPath/mixObject").as[Oaf] ds.filter(o => o.isInstanceOf[Publication]).map(o => o.asInstanceOf[Publication]).write.mode(SaveMode.Overwrite).save(s"$targetPath/crossrefPublication") ds.filter(o => o.isInstanceOf[Relation]).map(o => o.asInstanceOf[Relation]).write.mode(SaveMode.Overwrite).save(s"$targetPath/crossrefRelation") ds.filter(o => o.isInstanceOf[OafDataset]).map(o => o.asInstanceOf[OafDataset]).write.mode(SaveMode.Overwrite).save(s"$targetPath/crossrefDataset") } }