98 lines
3.2 KiB
Java
98 lines
3.2 KiB
Java
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package eu.dnetlib.dhp.oa.graph.groupbyid;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import java.util.Optional;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.function.FilterFunction;
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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.sql.SaveMode;
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import org.apache.spark.sql.SparkSession;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.common.HdfsSupport;
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import eu.dnetlib.dhp.oa.graph.raw.MigrateMongoMdstoresApplication;
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import eu.dnetlib.dhp.schema.common.ModelSupport;
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import eu.dnetlib.dhp.schema.oaf.Oaf;
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import eu.dnetlib.dhp.schema.oaf.OafEntity;
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import scala.Tuple2;
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public class DispatchEntitiesSparkJob {
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private static final Logger log = LoggerFactory.getLogger(DispatchEntitiesSparkJob.class);
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private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
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public static void main(final String[] args) throws Exception {
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils
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.toString(
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MigrateMongoMdstoresApplication.class
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.getResourceAsStream(
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"/eu/dnetlib/dhp/oa/graph/dispatch_entities_bytype_parameters.json")));
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parser.parseArgument(args);
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Boolean isSparkSessionManaged = Optional
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.ofNullable(parser.get("isSparkSessionManaged"))
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.map(Boolean::valueOf)
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.orElse(Boolean.TRUE);
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log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
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final String entitiesPath = parser.get("entitiesPath");
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log.info("entitiesPath: {}", entitiesPath);
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final String outputPath = parser.get("outputPath");
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log.info("outputPath: {}", outputPath);
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String graphTableClassName = parser.get("graphTableClassName");
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log.info("graphTableClassName: {}", graphTableClassName);
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Class<? extends OafEntity> entityClazz = (Class<? extends OafEntity>) Class.forName(graphTableClassName);
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SparkConf conf = new SparkConf();
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conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
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conf.registerKryoClasses(ModelSupport.getOafModelClasses());
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runWithSparkSession(
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conf,
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isSparkSessionManaged,
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spark -> {
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HdfsSupport.remove(outputPath, spark.sparkContext().hadoopConfiguration());
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dispatchOaf(spark, entityClazz, entitiesPath, outputPath);
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});
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}
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private static <T extends Oaf> void dispatchOaf(
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final SparkSession spark,
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final Class<T> clazz,
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final String sourcePath,
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final String targetPath) {
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log.info("Processing entities ({}) in file: {}", clazz.getName(), sourcePath);
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spark
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.read()
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.textFile(sourcePath)
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.filter((FilterFunction<String>) s -> isEntityType(s, clazz))
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.map((MapFunction<String, String>) s -> StringUtils.substringAfter(s, "|"), Encoders.STRING())
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.write()
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.option("compression", "gzip")
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.mode(SaveMode.Overwrite)
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.text(targetPath);
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}
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private static <T extends Oaf> boolean isEntityType(final String s, final Class<T> clazz) {
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return StringUtils.substringBefore(s, "|").equals(clazz.getName());
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}
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}
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