package eu.dnetlib.dhp.actionmanager.transformativeagreement; import static eu.dnetlib.dhp.actionmanager.Constants.DEFAULT_DELIMITER; import static eu.dnetlib.dhp.actionmanager.Constants.isSparkSessionManaged; import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession; import java.io.Serializable; import java.util.Arrays; 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.*; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import eu.dnetlib.dhp.actionmanager.opencitations.model.COCI; import eu.dnetlib.dhp.actionmanager.transformativeagreement.model.TransformativeAgreementModel; import eu.dnetlib.dhp.application.ArgumentApplicationParser; public class ReadTransformativeAgreement implements Serializable { private static final Logger log = LoggerFactory.getLogger(ReadTransformativeAgreement.class); public static void main(String[] args) throws Exception { String jsonConfiguration = IOUtils .toString( ReadTransformativeAgreement.class .getResourceAsStream( "/eu/dnetlib/dhp/actionmanager/transformativeagreement/input_read_parameters.json")); final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration); parser.parseArgument(args); final String outputPath = parser.get("outputPath"); log.info("outputPath: {}", outputPath); final String inputFile = parser.get("inputFile"); log.info("inputFile {}", inputFile); Boolean isSparkSessionManaged = isSparkSessionManaged(parser); log.info("isSparkSessionManaged: {}", isSparkSessionManaged); SparkConf sconf = new SparkConf(); final String delimiter = Optional .ofNullable(parser.get("delimiter")) .orElse(DEFAULT_DELIMITER); runWithSparkSession( sconf, isSparkSessionManaged, spark -> { doRead( spark, inputFile, outputPath, delimiter); }); } private static void doRead(SparkSession spark, String inputFile, String outputPath, String delimiter) { Dataset data = spark .read() .format("csv") .option("sep", delimiter) .option("inferSchema", "true") .option("header", "true") .load(inputFile) .repartition(100); data.map((MapFunction) row -> { TransformativeAgreementModel trm = new TransformativeAgreementModel(); trm.setInstitution(row.getString(2)); trm.setDoi(row.getString(7)); return trm; }, Encoders.bean(TransformativeAgreementModel.class)) .write() .mode(SaveMode.Overwrite) .option("compression", "gzip") .json(outputPath + inputFile); } }