package eu.dnetlib.dhp.oa.graph.clean.country; import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession; import java.io.Serializable; import java.util.List; import java.util.Optional; import java.util.stream.Collectors; import javax.swing.text.html.Option; import eu.dnetlib.dhp.schema.oaf.utils.PidType; import org.apache.commons.io.IOUtils; import org.apache.spark.SparkConf; import org.apache.spark.api.java.function.FilterFunction; import org.apache.spark.api.java.function.MapFunction; import org.apache.spark.sql.Dataset; import org.apache.spark.sql.Encoders; import org.apache.spark.sql.SaveMode; import org.apache.spark.sql.SparkSession; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** * @author miriam.baglioni * @Date 20/07/22 */ import com.fasterxml.jackson.databind.ObjectMapper; import eu.dnetlib.dhp.application.ArgumentApplicationParser; import eu.dnetlib.dhp.oa.graph.clean.CleanContextSparkJob; import eu.dnetlib.dhp.schema.oaf.Country; import eu.dnetlib.dhp.schema.oaf.Result; import eu.dnetlib.dhp.schema.oaf.StructuredProperty; public class CleanCountrySparkJob implements Serializable { private static final Logger log = LoggerFactory.getLogger(CleanCountrySparkJob.class); private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper(); public static void main(String[] args) throws Exception { String jsonConfiguration = IOUtils .toString( CleanContextSparkJob.class .getResourceAsStream( "/eu/dnetlib/dhp/oa/graph/input_clean_country_parameters.json")); final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration); parser.parseArgument(args); Boolean isSparkSessionManaged = Optional .ofNullable(parser.get("isSparkSessionManaged")) .map(Boolean::valueOf) .orElse(Boolean.TRUE); log.info("isSparkSessionManaged: {}", isSparkSessionManaged); String inputPath = parser.get("inputPath"); log.info("inputPath: {}", inputPath); String workingPath = parser.get("workingPath"); log.info("workingPath: {}", workingPath); String datasourcePath = parser.get("hostedBy"); log.info("datasourcePath: {}", datasourcePath); String country = parser.get("country"); log.info("country: {}", country); String[] verifyParam = parser.get("verifyParam").split(";"); log.info("verifyParam: {}", verifyParam); String collectedfrom = parser.get("collectedfrom"); log.info("collectedfrom: {}", collectedfrom); String graphTableClassName = parser.get("graphTableClassName"); log.info("graphTableClassName: {}", graphTableClassName); Class entityClazz = (Class) Class.forName(graphTableClassName); SparkConf conf = new SparkConf(); runWithSparkSession( conf, isSparkSessionManaged, spark -> { cleanCountry( spark, country, verifyParam, inputPath, entityClazz, workingPath, collectedfrom, datasourcePath); }); } private static void cleanCountry(SparkSession spark, String country, String[] verifyParam, String inputPath, Class entityClazz, String workingPath, String collectedfrom, String datasourcePath) { List hostedBy = spark .read() .textFile(datasourcePath) .collectAsList(); Dataset res = spark .read() .textFile(inputPath) .map( (MapFunction) value -> OBJECT_MAPPER.readValue(value, entityClazz), Encoders.bean(entityClazz)); res.map((MapFunction) r -> { if (r.getInstance().stream().anyMatch(i -> hostedBy.contains(i.getHostedby().getKey())) || !r.getCollectedfrom().stream().anyMatch(cf -> cf.getValue().equals(collectedfrom))) { return r; } if (r .getPid() .stream() .anyMatch(p -> p.getQualifier().getClassid() .equals(PidType.doi) && pidInParam(p.getValue(), verifyParam))) { r .setCountry( r .getCountry() .stream() .filter( c -> toTakeCountry(c, country)) .collect(Collectors.toList())); } return r; }, Encoders.bean(entityClazz)) .write() .mode(SaveMode.Overwrite) .option("compression", "gzip") .json(workingPath); spark .read() .textFile(workingPath) .map( (MapFunction) value -> OBJECT_MAPPER.readValue(value, entityClazz), Encoders.bean(entityClazz)) .write() .mode(SaveMode.Overwrite) .option("compression", "gzip") .json(inputPath); } private static boolean pidInParam(String value, String[] verifyParam) { for (String s : verifyParam) if (value.startsWith(s)) return true; return false; } private static boolean toTakeCountry(Country c, String country) { // If dataInfo is not set, or dataInfo.inferenceprovenance is not set or not present then it cannot be // inserted via propagation if (!Optional.ofNullable(c.getDataInfo()).isPresent()) return true; if (!Optional.ofNullable(c.getDataInfo().getInferenceprovenance()).isPresent()) return true; return !(c .getClassid() .equalsIgnoreCase(country) && c.getDataInfo().getInferenceprovenance().equals("propagation")); } }