package eu.dnetlib.dhp.actionmanager.opencitations; 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.IOException; import java.io.Serializable; import java.util.Optional; import org.apache.commons.io.IOUtils; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.LocatedFileStatus; import org.apache.hadoop.fs.Path; import org.apache.hadoop.fs.RemoteIterator; 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.application.ArgumentApplicationParser; public class ReadCOCI implements Serializable { private static final Logger log = LoggerFactory.getLogger(ReadCOCI.class); public static void main(String[] args) throws Exception { String jsonConfiguration = IOUtils .toString( ReadCOCI.class .getResourceAsStream( "/eu/dnetlib/dhp/actionmanager/opencitations/input_readcoci_parameters.json")); final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration); parser.parseArgument(args); final String outputPath = parser.get("outputPath"); log.info("outputPath: {}", outputPath); final String hdfsNameNode = parser.get("nameNode"); log.info("nameNode: {}", hdfsNameNode); final String inputPath = parser.get("sourcePath"); log.info("input path : {}", inputPath); Boolean isSparkSessionManaged = isSparkSessionManaged(parser); log.info("isSparkSessionManaged: {}", isSparkSessionManaged); Configuration conf = new Configuration(); conf.set("fs.defaultFS", hdfsNameNode); FileSystem fileSystem = FileSystem.get(conf); SparkConf sconf = new SparkConf(); final String delimiter = Optional .ofNullable(parser.get("delimiter")) .orElse(DEFAULT_DELIMITER); runWithSparkSession( sconf, isSparkSessionManaged, spark -> { doRead( spark, fileSystem, inputPath, outputPath, delimiter); }); } public static void doRead(SparkSession spark, FileSystem fileSystem, String inputPath, String outputPath, String delimiter) throws IOException { RemoteIterator iterator = fileSystem .listFiles( new Path(inputPath), true); while (iterator.hasNext()) { LocatedFileStatus fileStatus = iterator.next(); Path p = fileStatus.getPath(); String p_string = p.toString(); Dataset cociData = spark .read() .format("csv") .option("sep", delimiter) .option("inferSchema", "true") .option("header", "true") .option("quotes", "\"") .load(p_string); cociData.map((MapFunction) row -> { COCI coci = new COCI(); coci.setOci(row.getString(0)); coci.setCiting(row.getString(1)); coci.setCited(row.getString(2)); return coci; }, Encoders.bean(COCI.class)) .write() .mode(SaveMode.Overwrite) .option("compression", "gzip") .json(outputPath + "/" + p_string.substring(p_string.lastIndexOf("/") + 1)); } } }