package eu.dnetlib.dhp.bypassactionset.opencitations; import static eu.dnetlib.dhp.PropagationConstant.*; import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession; import java.io.IOException; import java.io.Serializable; import java.util.*; import org.apache.commons.cli.ParseException; 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.FlatMapFunction; 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; import com.fasterxml.jackson.databind.ObjectMapper; import eu.dnetlib.dhp.application.ArgumentApplicationParser; import eu.dnetlib.dhp.schema.common.ModelConstants; import eu.dnetlib.dhp.schema.oaf.*; import eu.dnetlib.dhp.schema.oaf.utils.CleaningFunctions; import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory; public class SparkUpdateOCRels implements Serializable { private static final Logger log = LoggerFactory.getLogger(SparkUpdateOCRels.class); private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper(); public static void main(final String[] args) throws IOException, ParseException { final ArgumentApplicationParser parser = new ArgumentApplicationParser( IOUtils .toString( Objects .requireNonNull( SparkUpdateOCRels.class .getResourceAsStream( "/eu/dnetlib/dhp/actionmanager/opencitations/as_parameters.json")))); parser.parseArgument(args); Boolean isSparkSessionManaged = Optional .ofNullable(parser.get("isSparkSessionManaged")) .map(Boolean::valueOf) .orElse(Boolean.TRUE); log.info("isSparkSessionManaged: {}", isSparkSessionManaged); final String inputPath = parser.get("inputPath"); log.info("inputPath {}", inputPath.toString()); final String outputPath = parser.get("outputPath"); log.info("outputPath {}", outputPath); final boolean shouldDuplicateRels = Optional .ofNullable(parser.get("shouldDuplicateRels")) .map(Boolean::valueOf) .orElse(Boolean.FALSE); SparkConf conf = new SparkConf(); runWithSparkSession( conf, isSparkSessionManaged, spark -> addOCRelations(spark, inputPath, outputPath, shouldDuplicateRels)); } private static void addOCRelations(SparkSession spark, String inputPath, String outputPath, boolean shouldDuplicateRels) { spark .sqlContext() .createDataset(spark.sparkContext().textFile(inputPath + "/*", 6000), Encoders.STRING()) .flatMap( (FlatMapFunction) value -> createRelation(value, shouldDuplicateRels).iterator(), Encoders.bean(Relation.class)) .filter((FilterFunction) value -> value != null) .write() .mode(SaveMode.Append) .option("compression", "gzip") .json(outputPath); } private static List createRelation(String value, boolean duplicate) { String[] line = value.split(","); if (!line[1].startsWith("10.")) { return new ArrayList<>(); } List relationList = new ArrayList<>(); String citing = ID_PREFIX + IdentifierFactory.md5(CleaningFunctions.normalizePidValue(DOI, line[1])); final String cited = ID_PREFIX + IdentifierFactory.md5(CleaningFunctions.normalizePidValue(DOI, line[2])); relationList .addAll( getRelations( citing, cited)); if (duplicate && line[1].endsWith(REF_DOI)) { citing = ID_PREFIX + IdentifierFactory .md5(CleaningFunctions.normalizePidValue(DOI, line[1].substring(0, line[1].indexOf(REF_DOI)))); relationList.addAll(getRelations(citing, cited)); } return relationList; } private static Collection getRelations(String citing, String cited) { return Arrays .asList( getRelation(citing, cited, ModelConstants.CITES), getRelation(cited, citing, ModelConstants.IS_CITED_BY)); } public static Relation getRelation( String source, String target, String relclass) { Relation r = new Relation(); r.setCollectedfrom(getCollectedFrom()); r.setSource(source); r.setTarget(target); r.setRelClass(relclass); r.setRelType(ModelConstants.RESULT_RESULT); r.setSubRelType(ModelConstants.CITATION); r .setDataInfo( getDataInfo( UPDATE_DATA_INFO_TYPE, OPENCITATIONS_CLASSID, OPENCITATIONS_CLASSNAME, ModelConstants.DNET_PROVENANCE_ACTIONS, OC_TRUST, false)); return r; } public static List getCollectedFrom() { KeyValue kv = new KeyValue(); kv.setKey(ModelConstants.OPENOCITATIONS_ID); kv.setValue(ModelConstants.OPENOCITATIONS_NAME); return Arrays.asList(kv); } }