merge branch with fork master

dhp-schemas/src/main/java/eu/dnetlib/dhp/schema/common/ModelConstants.java

@@ -1,6 +1,10 @@
 
 package eu.dnetlib.dhp.schema.common;
 
+import java.security.Key;
+
+import eu.dnetlib.dhp.schema.oaf.DataInfo;
+import eu.dnetlib.dhp.schema.oaf.KeyValue;
 import eu.dnetlib.dhp.schema.oaf.Qualifier;
 
 public class ModelConstants {
@@ -95,6 +99,9 @@ public class ModelConstants {
 		SYSIMPORT_CROSSWALK_ENTITYREGISTRY, SYSIMPORT_CROSSWALK_ENTITYREGISTRY,
 		DNET_PROVENANCE_ACTIONS, DNET_PROVENANCE_ACTIONS);
 
+	public static final KeyValue UNKNOWN_REPOSITORY = keyValue(
+		"10|openaire____::55045bd2a65019fd8e6741a755395c8c", "Unknown Repository");
+
 	private static Qualifier qualifier(
 		final String classid,
 		final String classname,
@@ -107,4 +114,12 @@ public class ModelConstants {
 		q.setSchemename(schemename);
 		return q;
 	}
+
+	private static KeyValue keyValue(String key, String value) {
+		KeyValue kv = new KeyValue();
+		kv.setKey(key);
+		kv.setValue(value);
+		kv.setDataInfo(new DataInfo());
+		return kv;
+	}
 }

dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/promote/PromoteActionPayloadForGraphTableJob.java

@@ -4,6 +4,7 @@ package eu.dnetlib.dhp.actionmanager.promote;
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 import static eu.dnetlib.dhp.schema.common.ModelSupport.isSubClass;
 
+import java.io.IOException;
 import java.util.Objects;
 import java.util.Optional;
 import java.util.function.BiFunction;
@@ -20,6 +21,7 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.exc.UnrecognizedPropertyException;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.common.FunctionalInterfaceSupport.SerializableSupplier;
@@ -134,24 +136,39 @@ public class PromoteActionPayloadForGraphTableJob {
 			.map(
 				(MapFunction<String, G>) value -> OBJECT_MAPPER.readValue(value, rowClazz),
 				Encoders.bean(rowClazz));
-
-		/*
-		 * return spark .read() .parquet(path) .as(Encoders.bean(rowClazz));
-		 */
 	}
 
 	private static <A extends Oaf> Dataset<A> readActionPayload(
 		SparkSession spark, String path, Class<A> actionPayloadClazz) {
 		logger.info("Reading action payload from path: {}", path);
+
 		return spark
 			.read()
 			.parquet(path)
+			.map((MapFunction<Row, String>) value -> extractPayload(value), Encoders.STRING())
 			.map(
-				(MapFunction<Row, A>) value -> OBJECT_MAPPER
+				(MapFunction<String, A>) value -> decodePayload(actionPayloadClazz, value),
-					.readValue(value.<String> getAs("payload"), actionPayloadClazz),
 				Encoders.bean(actionPayloadClazz));
 	}
 
+	private static String extractPayload(Row value) {
+		try {
+			return value.<String> getAs("payload");
+		} catch (IllegalArgumentException | ClassCastException e) {
+			logger.error("cannot extract payload from action: {}", value.toString());
+			throw e;
+		}
+	}
+
+	private static <A extends Oaf> A decodePayload(Class<A> actionPayloadClazz, String payload) throws IOException {
+		try {
+			return OBJECT_MAPPER.readValue(payload, actionPayloadClazz);
+		} catch (UnrecognizedPropertyException e) {
+			logger.error("error decoding payload: {}", payload);
+			throw e;
+		}
+	}
+
 	private static <G extends Oaf, A extends Oaf> Dataset<G> promoteActionPayloadForGraphTable(
 		Dataset<G> rowDS,
 		Dataset<A> actionPayloadDS,

dhp-workflows/dhp-broker-events/pom.xml

@@ -24,11 +24,7 @@
 			<groupId>org.apache.spark</groupId>
 			<artifactId>spark-sql_2.11</artifactId>
 		</dependency>
-		<dependency>
+		
-			<groupId>org.apache.spark</groupId>
-			<artifactId>spark-hive_2.11</artifactId>
-			<scope>test</scope>
-		</dependency>
 
 		<dependency>
 			<groupId>eu.dnetlib.dhp</groupId>
@@ -45,10 +41,6 @@
 			<artifactId>dnet-pace-core</artifactId>
 		</dependency>
 
-		<dependency>
-			<groupId>com.jayway.jsonpath</groupId>
-			<artifactId>json-path</artifactId>
-		</dependency>
 		<dependency>
 			<groupId>dom4j</groupId>
 			<artifactId>dom4j</artifactId>
@@ -61,7 +53,7 @@
 		<dependency>
 			<groupId>eu.dnetlib</groupId>
 			<artifactId>dnet-openaire-broker-common</artifactId>
-			<version>[3.0.1,4.0.0)</version>
+			<version>[3.0.3,4.0.0)</version>
 		</dependency>
 
 	</dependencies>

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/model/EventFactory.java

@@ -11,7 +11,7 @@ import org.apache.commons.codec.digest.DigestUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.time.DateUtils;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.oa.util.UpdateInfo;
 
 public class EventFactory {
@@ -49,8 +49,8 @@ public class EventFactory {
 	private static Map<String, Object> createMapFromResult(final UpdateInfo<?> updateInfo) {
 		final Map<String, Object> map = new HashMap<>();
 
-		final OpenaireBrokerResult source = updateInfo.getSource();
+		final OaBrokerMainEntity source = updateInfo.getSource();
-		final OpenaireBrokerResult target = updateInfo.getTarget();
+		final OaBrokerMainEntity target = updateInfo.getTarget();
 
 		map.put("target_datasource_id", target.getCollectedFromId());
 		map.put("target_datasource_name", target.getCollectedFromName());

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/GenerateEventsApplication.java

@@ -18,25 +18,20 @@ import org.slf4j.LoggerFactory;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.broker.model.Event;
 import eu.dnetlib.dhp.broker.oa.util.BrokerConstants;
+import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
 import eu.dnetlib.dhp.broker.oa.util.ConversionUtils;
 import eu.dnetlib.dhp.broker.oa.util.EventFinder;
 import eu.dnetlib.dhp.broker.oa.util.EventGroup;
 import eu.dnetlib.dhp.broker.oa.util.aggregators.simple.ResultAggregator;
 import eu.dnetlib.dhp.broker.oa.util.aggregators.simple.ResultGroup;
-import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.OpenaireBrokerResultAggregator;
+import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.OaBrokerMainEntityAggregator;
-import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedEntityFactory;
-import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedProject;
-import eu.dnetlib.dhp.common.HdfsSupport;
-import eu.dnetlib.dhp.schema.oaf.OtherResearchProduct;
-import eu.dnetlib.dhp.schema.oaf.Project;
 import eu.dnetlib.dhp.schema.oaf.Publication;
 import eu.dnetlib.dhp.schema.oaf.Relation;
 import eu.dnetlib.dhp.schema.oaf.Result;
-import eu.dnetlib.dhp.schema.oaf.Software;
 import eu.dnetlib.dhp.utils.ISLookupClientFactory;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
 import eu.dnetlib.pace.config.DedupConfig;
@@ -46,8 +41,6 @@ public class GenerateEventsApplication {
 
 	private static final Logger log = LoggerFactory.getLogger(GenerateEventsApplication.class);
 
-	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
-
 	public static void main(final String[] args) throws Exception {
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
 			IOUtils
@@ -75,126 +68,108 @@ public class GenerateEventsApplication {
 		log.info("dedupConfigProfileId: {}", dedupConfigProfileId);
 
 		final SparkConf conf = new SparkConf();
-		conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
+		// conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
-		conf.registerKryoClasses(BrokerConstants.getModelClasses());
+		// conf.registerKryoClasses(BrokerConstants.getModelClasses());
 
-		final DedupConfig dedupConfig = loadDedupConfig(isLookupUrl, dedupConfigProfileId);
+		// TODO UNCOMMENT
+		// final DedupConfig dedupConfig = loadDedupConfig(isLookupUrl, dedupConfigProfileId);
+		final DedupConfig dedupConfig = null;
 
 		runWithSparkSession(conf, isSparkSessionManaged, spark -> {
 
-			removeOutputDir(spark, eventsPath);
+			ClusterUtils.removeDir(spark, eventsPath);
 
-			spark
+			// TODO REMOVE THIS
-				.emptyDataset(Encoders.kryo(Event.class))
+
-				.union(generateEvents(spark, graphPath, Publication.class, dedupConfig))
+			expandResultsWithRelations(spark, graphPath, Publication.class)
-				.union(generateEvents(spark, graphPath, eu.dnetlib.dhp.schema.oaf.Dataset.class, dedupConfig))
-				.union(generateEvents(spark, graphPath, Software.class, dedupConfig))
-				.union(generateEvents(spark, graphPath, OtherResearchProduct.class, dedupConfig))
 				.write()
 				.mode(SaveMode.Overwrite)
-				.option("compression", "gzip")
 				.json(eventsPath);
+
+			// TODO UNCOMMENT THIS
+			// spark
+			// .emptyDataset(Encoders.bean(Event.class))
+			// .union(generateEvents(spark, graphPath, Publication.class, dedupConfig))
+			// .union(generateEvents(spark, graphPath, eu.dnetlib.dhp.schema.oaf.Dataset.class, dedupConfig))
+			// .union(generateEvents(spark, graphPath, Software.class, dedupConfig))
+			// .union(generateEvents(spark, graphPath, OtherResearchProduct.class, dedupConfig))
+			// .write()
+			// .mode(SaveMode.Overwrite)
+			// .option("compression", "gzip")
+			// .json(eventsPath);
 		});
 
 	}
 
-	private static void removeOutputDir(final SparkSession spark, final String path) {
-		HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
-	}
-
 	private static <SRC extends Result> Dataset<Event> generateEvents(
 		final SparkSession spark,
 		final String graphPath,
 		final Class<SRC> sourceClass,
 		final DedupConfig dedupConfig) {
 
-		final Dataset<OpenaireBrokerResult> results = expandResultsWithRelations(spark, graphPath, sourceClass);
+		final Dataset<OaBrokerMainEntity> results = expandResultsWithRelations(spark, graphPath, sourceClass);
 
-		final Dataset<Relation> mergedRels = readPath(spark, graphPath + "/relation", Relation.class)
+		final Dataset<Relation> mergedRels = ClusterUtils
+			.readPath(spark, graphPath + "/relation", Relation.class)
 			.filter(r -> r.getRelClass().equals(BrokerConstants.IS_MERGED_IN_CLASS));
 
-		final TypedColumn<Tuple2<OpenaireBrokerResult, Relation>, ResultGroup> aggr = new ResultAggregator()
+		final TypedColumn<Tuple2<OaBrokerMainEntity, Relation>, ResultGroup> aggr = new ResultAggregator()
 			.toColumn();
 
 		return results
-			.joinWith(mergedRels, results.col("result.id").equalTo(mergedRels.col("source")), "inner")
+			.joinWith(mergedRels, results.col("openaireId").equalTo(mergedRels.col("source")), "inner")
 			.groupByKey(
-				(MapFunction<Tuple2<OpenaireBrokerResult, Relation>, String>) t -> t._2.getTarget(), Encoders.STRING())
+				(MapFunction<Tuple2<OaBrokerMainEntity, Relation>, String>) t -> t._2.getTarget(), Encoders.STRING())
 			.agg(aggr)
-			.map((MapFunction<Tuple2<String, ResultGroup>, ResultGroup>) t -> t._2, Encoders.kryo(ResultGroup.class))
+			.map((MapFunction<Tuple2<String, ResultGroup>, ResultGroup>) t -> t._2, Encoders.bean(ResultGroup.class))
-			.filter(ResultGroup::isValid)
+			.filter(rg -> rg.getData().size() > 1)
 			.map(
 				(MapFunction<ResultGroup, EventGroup>) g -> EventFinder.generateEvents(g, dedupConfig),
-				Encoders.kryo(EventGroup.class))
+				Encoders.bean(EventGroup.class))
-			.flatMap(group -> group.getData().iterator(), Encoders.kryo(Event.class));
+			.flatMap(group -> group.getData().iterator(), Encoders.bean(Event.class));
 	}
 
-	private static <SRC extends Result> Dataset<OpenaireBrokerResult> expandResultsWithRelations(
+	private static <SRC extends Result> Dataset<OaBrokerMainEntity> expandResultsWithRelations(
 		final SparkSession spark,
 		final String graphPath,
 		final Class<SRC> sourceClass) {
-		final Dataset<Project> projects = readPath(spark, graphPath + "/project", Project.class);
-		final Dataset<eu.dnetlib.dhp.schema.oaf.Dataset> datasets = readPath(
-			spark, graphPath + "/dataset", eu.dnetlib.dhp.schema.oaf.Dataset.class);
-		final Dataset<Software> softwares = readPath(spark, graphPath + "/software", Software.class);
-		final Dataset<Publication> publications = readPath(spark, graphPath + "/publication", Publication.class);
 
-		final Dataset<Relation> rels = readPath(spark, graphPath + "/relation", Relation.class)
+		// final Dataset<eu.dnetlib.dhp.schema.oaf.Dataset> datasets = readPath(
-			.filter(r -> !r.getRelClass().equals(BrokerConstants.IS_MERGED_IN_CLASS))
+		// spark, graphPath + "/dataset", eu.dnetlib.dhp.schema.oaf.Dataset.class);
-			.cache();
+		// final Dataset<Software> softwares = readPath(spark, graphPath + "/software", Software.class);
+		// final Dataset<Publication> publications = readPath(spark, graphPath + "/publication", Publication.class);
 
-		final Dataset<OpenaireBrokerResult> r0 = readPath(
+		final Dataset<OaBrokerMainEntity> r0 = ClusterUtils
-			spark, graphPath + "/" + sourceClass.getSimpleName().toLowerCase(), Result.class)
+			.readPath(spark, graphPath + "/" + sourceClass.getSimpleName().toLowerCase(), sourceClass)
 			.filter(r -> r.getDataInfo().getDeletedbyinference())
-				.map(ConversionUtils::oafResultToBrokerResult, Encoders.kryo(OpenaireBrokerResult.class));
+			.map(ConversionUtils::oafResultToBrokerResult, Encoders.bean(OaBrokerMainEntity.class));
 
-		final Dataset<OpenaireBrokerResult> r1 = join(r0, rels, relatedEntities(projects, rels, RelatedProject.class));
+		// TODO UNCOMMENT THIS
-		final Dataset<OpenaireBrokerResult> r2 = join(r1, rels, relatedEntities(softwares, rels, RelatedProject.class));
+		// final Dataset<OaBrokerMainEntity> r1 = join(r0, relatedProjects(spark, graphPath));
-		final Dataset<OpenaireBrokerResult> r3 = join(r2, rels, relatedEntities(datasets, rels, RelatedProject.class));
+		// final Dataset<OaBrokerMainEntity> r2 = join(r1, relatedDataset(spark, graphPath));
-		final Dataset<OpenaireBrokerResult> r4 = join(
+		// final Dataset<OaBrokerMainEntity> r3 = join(r2, relatedPublications(spark, graphPath));
-			r3, rels, relatedEntities(publications, rels, RelatedProject.class));
+		// final Dataset<OaBrokerMainEntity> r4 = join(r3, relatedSoftwares(spark, graphPath));
-		;
 
-		return r4;
+		return r0; // TODO it should be r4
 	}
 
-	private static <T, RT> Dataset<RT> relatedEntities(final Dataset<T> targets,
+	private static <T> Dataset<OaBrokerMainEntity> join(final Dataset<OaBrokerMainEntity> sources,
-		final Dataset<Relation> rels,
-		final Class<RT> clazz) {
-		return rels
-			.joinWith(targets, targets.col("id").equalTo(rels.col("target")), "inner")
-			.map(
-				t -> RelatedEntityFactory.newRelatedEntity(t._1.getSource(), t._1.getRelType(), t._2, clazz),
-				Encoders.kryo(clazz));
-	}
-
-	private static <T> Dataset<OpenaireBrokerResult> join(final Dataset<OpenaireBrokerResult> sources,
-		final Dataset<Relation> rels,
 		final Dataset<T> typedRels) {
 
-		final TypedColumn<Tuple2<OpenaireBrokerResult, T>, OpenaireBrokerResult> aggr = new OpenaireBrokerResultAggregator<T>()
+		final TypedColumn<Tuple2<OaBrokerMainEntity, T>, OaBrokerMainEntity> aggr = new OaBrokerMainEntityAggregator<T>()
 			.toColumn();
-		;
 
 		return sources
-			.joinWith(typedRels, sources.col("result.id").equalTo(rels.col("source")), "left_outer")
+			.joinWith(typedRels, sources.col("openaireId").equalTo(typedRels.col("source")), "left_outer")
 			.groupByKey(
-				(MapFunction<Tuple2<OpenaireBrokerResult, T>, String>) t -> t._1.getOpenaireId(), Encoders.STRING())
+				(MapFunction<Tuple2<OaBrokerMainEntity, T>, String>) t -> t._1.getOpenaireId(), Encoders.STRING())
 			.agg(aggr)
-			.map(t -> t._2, Encoders.kryo(OpenaireBrokerResult.class));
+			.map(t -> t._2, Encoders.bean(OaBrokerMainEntity.class));
-	}
 
-	public static <R> Dataset<R> readPath(
-		final SparkSession spark,
-		final String inputPath,
-		final Class<R> clazz) {
-		return spark
-			.read()
-			.textFile(inputPath)
-			.map((MapFunction<String, R>) value -> OBJECT_MAPPER.readValue(value, clazz), Encoders.bean(clazz));
 	}
 
 	private static DedupConfig loadDedupConfig(final String isLookupUrl, final String profId) throws Exception {
+
 		final ISLookUpService isLookUpService = ISLookupClientFactory.getLookUpService(isLookupUrl);
 
 		final String conf = isLookUpService

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/GenerateRelatedDatasets.java

@@ -0,0 +1,73 @@
+
+package eu.dnetlib.dhp.broker.oa;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.util.Optional;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
+import eu.dnetlib.dhp.broker.oa.util.ConversionUtils;
+import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedDataset;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+
+public class GenerateRelatedDatasets {
+
+	private static final Logger log = LoggerFactory.getLogger(GenerateRelatedDatasets.class);
+
+	public static void main(final String[] args) throws Exception {
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					GenerateRelatedDatasets.class
+						.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/generate_relations.json")));
+		parser.parseArgument(args);
+
+		final Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+		final String graphPath = parser.get("graphPath");
+		log.info("graphPath: {}", graphPath);
+
+		final String relsPath = parser.get("relsPath");
+		log.info("relsPath: {}", relsPath);
+
+		final SparkConf conf = new SparkConf();
+
+		runWithSparkSession(conf, isSparkSessionManaged, spark -> {
+
+			ClusterUtils.removeDir(spark, relsPath);
+
+			final Dataset<eu.dnetlib.dhp.schema.oaf.Dataset> datasets = ClusterUtils
+				.readPath(spark, graphPath + "/dataset", eu.dnetlib.dhp.schema.oaf.Dataset.class);
+
+			final Dataset<Relation> rels = ClusterUtils.readPath(spark, graphPath + "/relation", Relation.class);
+
+			rels
+				.joinWith(datasets, datasets.col("id").equalTo(rels.col("target")), "inner")
+				.map(
+					t -> new RelatedDataset(
+						t._1.getSource(),
+						t._1.getRelType(),
+						ConversionUtils.oafDatasetToBrokerDataset(t._2)),
+					Encoders.bean(RelatedDataset.class))
+				.write()
+				.mode(SaveMode.Overwrite)
+				.json(relsPath);
+
+		});
+
+	}
+
+}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/GenerateRelatedProjects.java

@@ -0,0 +1,79 @@
+
+package eu.dnetlib.dhp.broker.oa;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.util.Optional;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
+import eu.dnetlib.dhp.broker.oa.util.ConversionUtils;
+import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedProject;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.oaf.Project;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+
+public class GenerateRelatedProjects {
+
+	private static final Logger log = LoggerFactory.getLogger(GenerateRelatedProjects.class);
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	public static void main(final String[] args) throws Exception {
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					GenerateRelatedProjects.class
+						.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/generate_relations.json")));
+		parser.parseArgument(args);
+
+		final Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+		final String graphPath = parser.get("graphPath");
+		log.info("graphPath: {}", graphPath);
+
+		final String relsPath = parser.get("relsPath");
+		log.info("relsPath: {}", relsPath);
+
+		final SparkConf conf = new SparkConf();
+
+		runWithSparkSession(conf, isSparkSessionManaged, spark -> {
+
+			ClusterUtils.removeDir(spark, relsPath);
+
+			final Dataset<Project> projects = ClusterUtils.readPath(spark, graphPath + "/project", Project.class);
+
+			final Dataset<Relation> rels = ClusterUtils
+				.readPath(spark, graphPath + "/relation", Relation.class)
+				.filter(r -> r.getRelType().equals(ModelConstants.RESULT_PROJECT));
+
+			rels
+				.joinWith(projects, projects.col("id").equalTo(rels.col("target")), "inner")
+				.map(
+					t -> new RelatedProject(
+						t._1.getSource(),
+						t._1.getRelType(),
+						ConversionUtils.oafProjectToBrokerProject(t._2)),
+					Encoders.bean(RelatedProject.class))
+				.write()
+				.mode(SaveMode.Overwrite)
+				.json(relsPath);
+		});
+
+	}
+
+}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/GenerateRelatedPublications.java

@@ -0,0 +1,78 @@
+
+package eu.dnetlib.dhp.broker.oa;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.util.Optional;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
+import eu.dnetlib.dhp.broker.oa.util.ConversionUtils;
+import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedPublication;
+import eu.dnetlib.dhp.schema.oaf.Publication;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+
+public class GenerateRelatedPublications {
+
+	private static final Logger log = LoggerFactory.getLogger(GenerateRelatedPublications.class);
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	public static void main(final String[] args) throws Exception {
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					GenerateRelatedPublications.class
+						.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/generate_relations.json")));
+		parser.parseArgument(args);
+
+		final Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+		final String graphPath = parser.get("graphPath");
+		log.info("graphPath: {}", graphPath);
+
+		final String relsPath = parser.get("relsPath");
+		log.info("relsPath: {}", relsPath);
+
+		final SparkConf conf = new SparkConf();
+
+		runWithSparkSession(conf, isSparkSessionManaged, spark -> {
+
+			ClusterUtils.removeDir(spark, relsPath);
+
+			final Dataset<Publication> pubs = ClusterUtils
+				.readPath(spark, graphPath + "/publication", Publication.class);
+
+			final Dataset<Relation> rels = ClusterUtils.readPath(spark, graphPath + "/relation", Relation.class);
+
+			rels
+				.joinWith(pubs, pubs.col("id").equalTo(rels.col("target")), "inner")
+				.map(
+					t -> new RelatedPublication(
+						t._1.getSource(),
+						t._1.getRelType(),
+						ConversionUtils.oafPublicationToBrokerPublication(t._2)),
+					Encoders.bean(RelatedPublication.class))
+				.write()
+				.mode(SaveMode.Overwrite)
+				.json(relsPath);
+
+		});
+
+	}
+
+}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/GenerateRelatedSoftwares.java

@@ -0,0 +1,76 @@
+
+package eu.dnetlib.dhp.broker.oa;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.util.Optional;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
+import eu.dnetlib.dhp.broker.oa.util.ConversionUtils;
+import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedSoftware;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.Software;
+
+public class GenerateRelatedSoftwares {
+
+	private static final Logger log = LoggerFactory.getLogger(GenerateRelatedSoftwares.class);
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	public static void main(final String[] args) throws Exception {
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					GenerateRelatedSoftwares.class
+						.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/generate_relations.json")));
+		parser.parseArgument(args);
+
+		final Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+		final String graphPath = parser.get("graphPath");
+		log.info("graphPath: {}", graphPath);
+
+		final String relsPath = parser.get("relsPath");
+		log.info("relsPath: {}", relsPath);
+
+		final SparkConf conf = new SparkConf();
+
+		runWithSparkSession(conf, isSparkSessionManaged, spark -> {
+
+			ClusterUtils.removeDir(spark, relsPath);
+			final Dataset<Software> softwares = ClusterUtils.readPath(spark, graphPath + "/software", Software.class);
+
+			final Dataset<Relation> rels = ClusterUtils.readPath(spark, graphPath + "/relation", Relation.class);
+
+			rels
+				.joinWith(softwares, softwares.col("id").equalTo(rels.col("target")), "inner")
+				.map(
+					t -> new RelatedSoftware(
+						t._1.getSource(),
+						t._1.getRelType(),
+						ConversionUtils.oafSoftwareToBrokerSoftware(t._2)),
+					Encoders.bean(RelatedSoftware.class))
+				.write()
+				.mode(SaveMode.Overwrite)
+				.json(relsPath);
+
+		});
+
+	}
+
+}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/GenerateSimpleEntitities.java

@@ -0,0 +1,85 @@
+
+package eu.dnetlib.dhp.broker.oa;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.util.Optional;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+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;
+
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.broker.oa.util.ClusterUtils;
+import eu.dnetlib.dhp.broker.oa.util.ConversionUtils;
+import eu.dnetlib.dhp.schema.oaf.Publication;
+import eu.dnetlib.dhp.schema.oaf.Result;
+
+public class GenerateSimpleEntitities {
+
+	private static final Logger log = LoggerFactory.getLogger(GenerateSimpleEntitities.class);
+
+	public static void main(final String[] args) throws Exception {
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					GenerateSimpleEntitities.class
+						.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/generate_simple_entities.json")));
+		parser.parseArgument(args);
+
+		final Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+		final String graphPath = parser.get("graphPath");
+		log.info("graphPath: {}", graphPath);
+
+		final String simpleEntitiesPath = parser.get("simpleEntitiesPath");
+		log.info("simpleEntitiesPath: {}", simpleEntitiesPath);
+
+		final SparkConf conf = new SparkConf();
+
+		runWithSparkSession(conf, isSparkSessionManaged, spark -> {
+
+			ClusterUtils.removeDir(spark, simpleEntitiesPath);
+
+			expandResultsWithRelations(spark, graphPath, Publication.class)
+				.write()
+				.mode(SaveMode.Overwrite)
+				.json(simpleEntitiesPath);
+
+			// TODO UNCOMMENT THIS
+			// spark
+			// .emptyDataset(Encoders.bean(Event.class))
+			// .union(generateEvents(spark, graphPath, Publication.class, dedupConfig))
+			// .union(generateEvents(spark, graphPath, eu.dnetlib.dhp.schema.oaf.Dataset.class, dedupConfig))
+			// .union(generateEvents(spark, graphPath, Software.class, dedupConfig))
+			// .union(generateEvents(spark, graphPath, OtherResearchProduct.class, dedupConfig))
+			// .write()
+			// .mode(SaveMode.Overwrite)
+			// .option("compression", "gzip")
+			// .json(eventsPath);
+		});
+
+	}
+
+	private static <SRC extends Result> Dataset<OaBrokerMainEntity> expandResultsWithRelations(
+		final SparkSession spark,
+		final String graphPath,
+		final Class<SRC> sourceClass) {
+
+		return ClusterUtils
+			.readPath(spark, graphPath + "/" + sourceClass.getSimpleName().toLowerCase(), sourceClass)
+			.filter(r -> r.getDataInfo().getDeletedbyinference())
+			.map(ConversionUtils::oafResultToBrokerResult, Encoders.bean(OaBrokerMainEntity.class));
+	}
+
+}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/UpdateMatcher.java

@@ -12,7 +12,7 @@ import java.util.function.Function;
 import org.apache.commons.codec.digest.DigestUtils;
 import org.apache.commons.lang3.StringUtils;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.util.UpdateInfo;
 import eu.dnetlib.pace.config.DedupConfig;
@@ -21,11 +21,11 @@ public abstract class UpdateMatcher<T> {
 
 	private final boolean multipleUpdate;
 	private final Function<T, Topic> topicFunction;
-	private final BiConsumer<OpenaireBrokerResult, T> compileHighlightFunction;
+	private final BiConsumer<OaBrokerMainEntity, T> compileHighlightFunction;
 	private final Function<T, String> highlightToStringFunction;
 
 	public UpdateMatcher(final boolean multipleUpdate, final Function<T, Topic> topicFunction,
-		final BiConsumer<OpenaireBrokerResult, T> compileHighlightFunction,
+		final BiConsumer<OaBrokerMainEntity, T> compileHighlightFunction,
 		final Function<T, String> highlightToStringFunction) {
 		this.multipleUpdate = multipleUpdate;
 		this.topicFunction = topicFunction;
@@ -33,13 +33,13 @@ public abstract class UpdateMatcher<T> {
 		this.highlightToStringFunction = highlightToStringFunction;
 	}
 
-	public Collection<UpdateInfo<T>> searchUpdatesForRecord(final OpenaireBrokerResult res,
+	public Collection<UpdateInfo<T>> searchUpdatesForRecord(final OaBrokerMainEntity res,
-		final Collection<OpenaireBrokerResult> others,
+		final Collection<OaBrokerMainEntity> others,
 		final DedupConfig dedupConfig) {
 
 		final Map<String, UpdateInfo<T>> infoMap = new HashMap<>();
 
-		for (final OpenaireBrokerResult source : others) {
+		for (final OaBrokerMainEntity source : others) {
 			if (source != res) {
 				for (final T hl : findDifferences(source, res)) {
 					final Topic topic = getTopicFunction().apply(hl);
@@ -68,7 +68,7 @@ public abstract class UpdateMatcher<T> {
 		}
 	}
 
-	protected abstract List<T> findDifferences(OpenaireBrokerResult source, OpenaireBrokerResult target);
+	protected abstract List<T> findDifferences(OaBrokerMainEntity source, OaBrokerMainEntity target);
 
 	protected static boolean isMissing(final List<String> list) {
 		return list == null || list.isEmpty() || StringUtils.isBlank(list.get(0));
@@ -86,7 +86,7 @@ public abstract class UpdateMatcher<T> {
 		return topicFunction;
 	}
 
-	public BiConsumer<OpenaireBrokerResult, T> getCompileHighlightFunction() {
+	public BiConsumer<OaBrokerMainEntity, T> getCompileHighlightFunction() {
 		return compileHighlightFunction;
 	}
 

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/relatedDatasets/AbstractEnrichMissingDataset.java

@@ -5,13 +5,12 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.Dataset;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerRelatedDataset;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public abstract class AbstractEnrichMissingDataset
+public abstract class AbstractEnrichMissingDataset extends UpdateMatcher<OaBrokerRelatedDataset> {
-	extends UpdateMatcher<Dataset> {
 
 	public AbstractEnrichMissingDataset(final Topic topic) {
 		super(true,
@@ -23,14 +22,14 @@ public abstract class AbstractEnrichMissingDataset
 	protected abstract boolean filterByType(String relType);
 
 	@Override
-	protected final List<Dataset> findDifferences(final OpenaireBrokerResult source,
+	protected final List<OaBrokerRelatedDataset> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 
 		final Set<String> existingDatasets = target
 			.getDatasets()
 			.stream()
 			.filter(rel -> filterByType(rel.getRelType()))
-			.map(Dataset::getOriginalId)
+			.map(OaBrokerRelatedDataset::getOriginalId)
 			.collect(Collectors.toSet());
 
 		return source

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/relatedProjects/EnrichMissingProject.java

@@ -4,12 +4,12 @@ package eu.dnetlib.dhp.broker.oa.matchers.relatedProjects;
 import java.util.ArrayList;
 import java.util.List;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.Project;
+import eu.dnetlib.broker.objects.OaBrokerProject;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMissingProject extends UpdateMatcher<Project> {
+public class EnrichMissingProject extends UpdateMatcher<OaBrokerProject> {
 
 	public EnrichMissingProject() {
 		super(true,
@@ -19,7 +19,7 @@ public class EnrichMissingProject extends UpdateMatcher<Project> {
 	}
 
 	@Override
-	protected List<Project> findDifferences(final OpenaireBrokerResult source, final OpenaireBrokerResult target) {
+	protected List<OaBrokerProject> findDifferences(final OaBrokerMainEntity source, final OaBrokerMainEntity target) {
 		if (target.getProjects().isEmpty()) {
 			return source.getProjects();
 		} else {

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/relatedProjects/EnrichMoreProject.java

@@ -5,12 +5,12 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.Project;
+import eu.dnetlib.broker.objects.OaBrokerProject;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMoreProject extends UpdateMatcher<Project> {
+public class EnrichMoreProject extends UpdateMatcher<OaBrokerProject> {
 
 	public EnrichMoreProject() {
 		super(true,
@@ -19,13 +19,13 @@ public class EnrichMoreProject extends UpdateMatcher<Project> {
 			prj -> projectAsString(prj));
 	}
 
-	private static String projectAsString(final Project prj) {
+	private static String projectAsString(final OaBrokerProject prj) {
 		return prj.getFunder() + "::" + prj.getFundingProgram() + "::" + prj.getCode();
 	}
 
 	@Override
-	protected List<eu.dnetlib.broker.objects.Project> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerProject> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 
 		final Set<String> existingProjects = target
 			.getProjects()

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/relatedPublications/AbstractEnrichMissingPublication.java

@@ -5,12 +5,12 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.Publication;
+import eu.dnetlib.broker.objects.OaBrokerRelatedPublication;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public abstract class AbstractEnrichMissingPublication extends UpdateMatcher<Publication> {
+public abstract class AbstractEnrichMissingPublication extends UpdateMatcher<OaBrokerRelatedPublication> {
 
 	public AbstractEnrichMissingPublication(final Topic topic) {
 		super(true,
@@ -23,15 +23,15 @@ public abstract class AbstractEnrichMissingPublication extends UpdateMatcher<Pub
 	protected abstract boolean filterByType(String relType);
 
 	@Override
-	protected final List<eu.dnetlib.broker.objects.Publication> findDifferences(
+	protected final List<OaBrokerRelatedPublication> findDifferences(
-		final OpenaireBrokerResult source,
+		final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 
 		final Set<String> existingPublications = target
 			.getPublications()
 			.stream()
 			.filter(rel -> filterByType(rel.getRelType()))
-			.map(Publication::getOriginalId)
+			.map(OaBrokerRelatedPublication::getOriginalId)
 			.collect(Collectors.toSet());
 
 		return source

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/relatedSoftware/EnrichMissingSoftware.java

@@ -4,12 +4,13 @@ package eu.dnetlib.dhp.broker.oa.matchers.relatedSoftware;
 import java.util.ArrayList;
 import java.util.List;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
+import eu.dnetlib.broker.objects.OaBrokerRelatedSoftware;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
 public class EnrichMissingSoftware
-	extends UpdateMatcher<eu.dnetlib.broker.objects.Software> {
+	extends UpdateMatcher<OaBrokerRelatedSoftware> {
 
 	public EnrichMissingSoftware() {
 		super(true,
@@ -19,9 +20,9 @@ public class EnrichMissingSoftware
 	}
 
 	@Override
-	protected List<eu.dnetlib.broker.objects.Software> findDifferences(
+	protected List<OaBrokerRelatedSoftware> findDifferences(
-		final OpenaireBrokerResult source,
+		final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 
 		if (target.getSoftwares().isEmpty()) {
 			return source.getSoftwares();

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/relatedSoftware/EnrichMoreSoftware.java

@@ -5,12 +5,12 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.Software;
+import eu.dnetlib.broker.objects.OaBrokerRelatedSoftware;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMoreSoftware extends UpdateMatcher<Software> {
+public class EnrichMoreSoftware extends UpdateMatcher<OaBrokerRelatedSoftware> {
 
 	public EnrichMoreSoftware() {
 		super(true,
@@ -20,14 +20,14 @@ public class EnrichMoreSoftware extends UpdateMatcher<Software> {
 	}
 
 	@Override
-	protected List<eu.dnetlib.broker.objects.Software> findDifferences(
+	protected List<OaBrokerRelatedSoftware> findDifferences(
-		final OpenaireBrokerResult source,
+		final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 
 		final Set<String> existingSoftwares = source
 			.getSoftwares()
 			.stream()
-			.map(Software::getName)
+			.map(OaBrokerRelatedSoftware::getName)
 			.collect(Collectors.toSet());
 
 		return target

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMissingAbstract.java

@@ -5,7 +5,7 @@ import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
@@ -19,7 +19,7 @@ public class EnrichMissingAbstract extends UpdateMatcher<String> {
 	}
 
 	@Override
-	protected List<String> findDifferences(final OpenaireBrokerResult source, final OpenaireBrokerResult target) {
+	protected List<String> findDifferences(final OaBrokerMainEntity source, final OaBrokerMainEntity target) {
 		if (isMissing(target.getAbstracts()) && !isMissing(source.getAbstracts())) {
 			return Arrays.asList(source.getAbstracts().get(0));
 		} else {

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMissingAuthorOrcid.java

@@ -7,12 +7,12 @@ import java.util.stream.Collectors;
 
 import org.apache.commons.lang3.StringUtils;
 
-import eu.dnetlib.broker.objects.Author;
+import eu.dnetlib.broker.objects.OaBrokerAuthor;
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMissingAuthorOrcid extends UpdateMatcher<Author> {
+public class EnrichMissingAuthorOrcid extends UpdateMatcher<OaBrokerAuthor> {
 
 	public EnrichMissingAuthorOrcid() {
 		super(true,
@@ -22,13 +22,13 @@ public class EnrichMissingAuthorOrcid extends UpdateMatcher<Author> {
 	}
 
 	@Override
-	protected List<Author> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerAuthor> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 
 		final Set<String> existingOrcids = target
 			.getCreators()
 			.stream()
-			.map(Author::getOrcid)
+			.map(OaBrokerAuthor::getOrcid)
 			.filter(StringUtils::isNotBlank)
 			.collect(Collectors.toSet());
 

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMissingOpenAccess.java

@@ -5,28 +5,28 @@ import java.util.Arrays;
 import java.util.List;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.Instance;
+import eu.dnetlib.broker.objects.OaBrokerInstance;
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 import eu.dnetlib.dhp.broker.oa.util.BrokerConstants;
 
-public class EnrichMissingOpenAccess extends UpdateMatcher<Instance> {
+public class EnrichMissingOpenAccess extends UpdateMatcher<OaBrokerInstance> {
 
 	public EnrichMissingOpenAccess() {
 		super(true,
 			i -> Topic.ENRICH_MISSING_OA_VERSION,
 			(p, i) -> p.getInstances().add(i),
-			Instance::getUrl);
+			OaBrokerInstance::getUrl);
 	}
 
 	@Override
-	protected List<Instance> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerInstance> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 		final long count = target
 			.getInstances()
 			.stream()
-			.map(Instance::getLicense)
+			.map(OaBrokerInstance::getLicense)
 			.filter(right -> right.equals(BrokerConstants.OPEN_ACCESS))
 			.count();
 

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMissingPid.java

@@ -5,12 +5,12 @@ import java.util.Arrays;
 import java.util.List;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.TypedValue;
+import eu.dnetlib.broker.objects.OaBrokerTypedValue;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMissingPid extends UpdateMatcher<TypedValue> {
+public class EnrichMissingPid extends UpdateMatcher<OaBrokerTypedValue> {
 
 	public EnrichMissingPid() {
 		super(true,
@@ -20,8 +20,8 @@ public class EnrichMissingPid extends UpdateMatcher<TypedValue> {
 	}
 
 	@Override
-	protected List<TypedValue> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerTypedValue> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 		final long count = target.getPids().size();
 
 		if (count > 0) {

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMissingPublicationDate.java

@@ -5,7 +5,7 @@ import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
@@ -19,8 +19,8 @@ public class EnrichMissingPublicationDate extends UpdateMatcher<String> {
 	}
 
 	@Override
-	protected List<String> findDifferences(final OpenaireBrokerResult source,
+	protected List<String> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 
 		if (isMissing(target.getPublicationdate()) && !isMissing(source.getPublicationdate())) {
 			return Arrays.asList(source.getPublicationdate());

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMissingSubject.java

@@ -5,12 +5,12 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.TypedValue;
+import eu.dnetlib.broker.objects.OaBrokerTypedValue;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMissingSubject extends UpdateMatcher<TypedValue> {
+public class EnrichMissingSubject extends UpdateMatcher<OaBrokerTypedValue> {
 
 	public EnrichMissingSubject() {
 		super(true,
@@ -20,8 +20,8 @@ public class EnrichMissingSubject extends UpdateMatcher<TypedValue> {
 	}
 
 	@Override
-	protected List<TypedValue> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerTypedValue> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 		final Set<String> existingSubject = target
 			.getSubjects()
 			.stream()
@@ -35,7 +35,7 @@ public class EnrichMissingSubject extends UpdateMatcher<TypedValue> {
 			.collect(Collectors.toList());
 	}
 
-	private static String subjectAsString(final TypedValue s) {
+	private static String subjectAsString(final OaBrokerTypedValue s) {
 		return s.getType() + "::" + s.getValue();
 	}
 

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMoreOpenAccess.java

@@ -5,24 +5,24 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.Instance;
+import eu.dnetlib.broker.objects.OaBrokerInstance;
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 import eu.dnetlib.dhp.broker.oa.util.BrokerConstants;
 
-public class EnrichMoreOpenAccess extends UpdateMatcher<Instance> {
+public class EnrichMoreOpenAccess extends UpdateMatcher<OaBrokerInstance> {
 
 	public EnrichMoreOpenAccess() {
 		super(true,
 			i -> Topic.ENRICH_MORE_OA_VERSION,
 			(p, i) -> p.getInstances().add(i),
-			Instance::getUrl);
+			OaBrokerInstance::getUrl);
 	}
 
 	@Override
-	protected List<Instance> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerInstance> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 		final Set<String> urls = target
 			.getInstances()
 			.stream()

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMorePid.java

@@ -5,12 +5,12 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.TypedValue;
+import eu.dnetlib.broker.objects.OaBrokerTypedValue;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMorePid extends UpdateMatcher<TypedValue> {
+public class EnrichMorePid extends UpdateMatcher<OaBrokerTypedValue> {
 
 	public EnrichMorePid() {
 		super(true,
@@ -20,8 +20,8 @@ public class EnrichMorePid extends UpdateMatcher<TypedValue> {
 	}
 
 	@Override
-	protected List<TypedValue> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerTypedValue> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 		final Set<String> existingPids = target
 			.getPids()
 			.stream()
@@ -35,7 +35,7 @@ public class EnrichMorePid extends UpdateMatcher<TypedValue> {
 			.collect(Collectors.toList());
 	}
 
-	private static String pidAsString(final TypedValue pid) {
+	private static String pidAsString(final OaBrokerTypedValue pid) {
 		return pid.getType() + "::" + pid.getValue();
 	}
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/matchers/simple/EnrichMoreSubject.java

@@ -5,12 +5,12 @@ import java.util.List;
 import java.util.Set;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.TypedValue;
+import eu.dnetlib.broker.objects.OaBrokerTypedValue;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 
-public class EnrichMoreSubject extends UpdateMatcher<TypedValue> {
+public class EnrichMoreSubject extends UpdateMatcher<OaBrokerTypedValue> {
 
 	public EnrichMoreSubject() {
 		super(true,
@@ -20,8 +20,8 @@ public class EnrichMoreSubject extends UpdateMatcher<TypedValue> {
 	}
 
 	@Override
-	protected List<TypedValue> findDifferences(final OpenaireBrokerResult source,
+	protected List<OaBrokerTypedValue> findDifferences(final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target) {
+		final OaBrokerMainEntity target) {
 		final Set<String> existingSubjects = target
 			.getSubjects()
 			.stream()
@@ -35,7 +35,7 @@ public class EnrichMoreSubject extends UpdateMatcher<TypedValue> {
 			.collect(Collectors.toList());
 	}
 
-	private static String subjectAsString(final TypedValue s) {
+	private static String subjectAsString(final OaBrokerTypedValue s) {
 		return s.getType() + "::" + s.getValue();
 	}
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/ClusterUtils.java

@@ -0,0 +1,31 @@
+
+package eu.dnetlib.dhp.broker.oa.util;
+
+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.SparkSession;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.common.HdfsSupport;
+
+public class ClusterUtils {
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	public static void removeDir(final SparkSession spark, final String path) {
+		HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
+	}
+
+	public static <R> Dataset<R> readPath(
+		final SparkSession spark,
+		final String inputPath,
+		final Class<R> clazz) {
+		return spark
+			.read()
+			.textFile(inputPath)
+			.map((MapFunction<String, R>) value -> OBJECT_MAPPER.readValue(value, clazz), Encoders.bean(clazz));
+	}
+
+}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/ConversionUtils.java

@@ -3,18 +3,28 @@ package eu.dnetlib.dhp.broker.oa.util;
 
 import java.util.ArrayList;
 import java.util.List;
+import java.util.Objects;
 import java.util.stream.Collectors;
 
 import org.apache.commons.lang3.StringUtils;
-import org.apache.commons.lang3.tuple.Pair;
 import org.dom4j.Document;
 import org.dom4j.DocumentException;
 import org.dom4j.DocumentHelper;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import com.google.common.base.Function;
-import eu.dnetlib.broker.objects.TypedValue;
+
+import eu.dnetlib.broker.objects.OaBrokerAuthor;
+import eu.dnetlib.broker.objects.OaBrokerExternalReference;
+import eu.dnetlib.broker.objects.OaBrokerInstance;
+import eu.dnetlib.broker.objects.OaBrokerJournal;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
+import eu.dnetlib.broker.objects.OaBrokerProject;
+import eu.dnetlib.broker.objects.OaBrokerRelatedDataset;
+import eu.dnetlib.broker.objects.OaBrokerRelatedPublication;
+import eu.dnetlib.broker.objects.OaBrokerRelatedSoftware;
+import eu.dnetlib.broker.objects.OaBrokerTypedValue;
 import eu.dnetlib.dhp.schema.oaf.Author;
 import eu.dnetlib.dhp.schema.oaf.Dataset;
 import eu.dnetlib.dhp.schema.oaf.ExternalReference;
@@ -24,6 +34,7 @@ import eu.dnetlib.dhp.schema.oaf.Journal;
 import eu.dnetlib.dhp.schema.oaf.KeyValue;
 import eu.dnetlib.dhp.schema.oaf.Project;
 import eu.dnetlib.dhp.schema.oaf.Publication;
+import eu.dnetlib.dhp.schema.oaf.Qualifier;
 import eu.dnetlib.dhp.schema.oaf.Result;
 import eu.dnetlib.dhp.schema.oaf.Software;
 import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
@@ -32,145 +43,148 @@ public class ConversionUtils {
 
 	private static final Logger log = LoggerFactory.getLogger(ConversionUtils.class);
 
-	public static List<eu.dnetlib.broker.objects.Instance> oafInstanceToBrokerInstances(final Instance i) {
+	public static List<OaBrokerInstance> oafInstanceToBrokerInstances(final Instance i) {
-		return i.getUrl().stream().map(url -> {
+		if (i == null) {
-			return new eu.dnetlib.broker.objects.Instance()
+			return new ArrayList<>();
-				.setUrl(url)
-				.setInstancetype(i.getInstancetype().getClassid())
-				.setLicense(BrokerConstants.OPEN_ACCESS)
-				.setHostedby(i.getHostedby().getValue());
-		}).collect(Collectors.toList());
 		}
 
-	public static TypedValue oafPidToBrokerPid(final StructuredProperty sp) {
+		return mappedList(i.getUrl(), url -> {
-		return sp != null ? new TypedValue()
+			final OaBrokerInstance res = new OaBrokerInstance();
-			.setValue(sp.getValue())
+			res.setUrl(url);
-			.setType(sp.getQualifier().getClassid()) : null;
+			res.setInstancetype(classId(i.getInstancetype()));
+			res.setLicense(BrokerConstants.OPEN_ACCESS);
+			res.setHostedby(kvValue(i.getHostedby()));
+			return res;
+		});
 	}
 
-	public static final Pair<String, String> oafSubjectToPair(final StructuredProperty sp) {
+	public static OaBrokerTypedValue oafPidToBrokerPid(final StructuredProperty sp) {
-		return sp != null ? Pair.of(sp.getQualifier().getClassid(), sp.getValue()) : null;
+		return oafStructPropToBrokerTypedValue(sp);
 	}
 
-	public static final eu.dnetlib.broker.objects.Dataset oafDatasetToBrokerDataset(final Dataset d) {
+	public static OaBrokerTypedValue oafStructPropToBrokerTypedValue(final StructuredProperty sp) {
-		return d != null ? new eu.dnetlib.broker.objects.Dataset()
+		return sp != null ? new OaBrokerTypedValue(classId(sp.getQualifier()), sp.getValue()) : null;
-			.setOriginalId(d.getOriginalId().get(0))
-			.setTitle(structPropValue(d.getTitle()))
-			.setPids(d.getPid().stream().map(ConversionUtils::oafPidToBrokerPid).collect(Collectors.toList()))
-			.setInstances(
-				d
-					.getInstance()
-					.stream()
-					.map(ConversionUtils::oafInstanceToBrokerInstances)
-					.flatMap(List::stream)
-					.collect(Collectors.toList()))
-			.setCollectedFrom(d.getCollectedfrom().stream().map(KeyValue::getValue).findFirst().orElse(null))
-			: null;
 	}
 
-	public static eu.dnetlib.broker.objects.Publication oafPublicationToBrokerPublication(final Publication p) {
+	public static final OaBrokerRelatedDataset oafDatasetToBrokerDataset(final Dataset d) {
-		return p != null ? new eu.dnetlib.broker.objects.Publication()
+		if (d == null) {
-			.setOriginalId(p.getOriginalId().get(0))
+			return null;
-			.setTitle(structPropValue(p.getTitle()))
-			.setPids(p.getPid().stream().map(ConversionUtils::oafPidToBrokerPid).collect(Collectors.toList()))
-			.setInstances(
-				p
-					.getInstance()
-					.stream()
-					.map(ConversionUtils::oafInstanceToBrokerInstances)
-					.flatMap(List::stream)
-					.collect(Collectors.toList()))
-			.setCollectedFrom(p.getCollectedfrom().stream().map(KeyValue::getValue).findFirst().orElse(null))
-			: null;
 		}
 
-	public static final OpenaireBrokerResult oafResultToBrokerResult(final Result result) {
+		final OaBrokerRelatedDataset res = new OaBrokerRelatedDataset();
-
+		res.setOpenaireId(d.getId());
-		return result != null ? new OpenaireBrokerResult()
+		res.setOriginalId(first(d.getOriginalId()));
-			.setOpenaireId(result.getId())
+		res.setTitle(structPropValue(d.getTitle()));
-			.setOriginalId(result.getOriginalId().get(0))
+		res.setPids(mappedList(d.getPid(), ConversionUtils::oafPidToBrokerPid));
-			.setTypology(result.getResulttype().getClassid())
+		res.setInstances(flatMappedList(d.getInstance(), ConversionUtils::oafInstanceToBrokerInstances));
-			.setTitles(structPropList(result.getTitle()))
+		res.setCollectedFrom(mappedFirst(d.getCollectedfrom(), KeyValue::getValue));
-			.setAbstracts(fieldList(result.getDescription()))
+		return res;
-			.setLanguage(result.getLanguage().getClassid())
-			.setSubjects(structPropTypedList(result.getSubject()))
-			.setCreators(
-				result.getAuthor().stream().map(ConversionUtils::oafAuthorToBrokerAuthor).collect(Collectors.toList()))
-			.setPublicationdate(result.getDateofacceptance().getValue())
-			.setPublisher(fieldValue(result.getPublisher()))
-			.setEmbargoenddate(fieldValue(result.getEmbargoenddate()))
-			.setContributor(fieldList(result.getContributor()))
-			.setJournal(
-				result instanceof Publication ? oafJournalToBrokerJournal(((Publication) result).getJournal()) : null)
-			.setCollectedFromId(result.getCollectedfrom().stream().map(KeyValue::getKey).findFirst().orElse(null))
-			.setCollectedFromName(result.getCollectedfrom().stream().map(KeyValue::getValue).findFirst().orElse(null))
-			.setPids(result.getPid().stream().map(ConversionUtils::oafPidToBrokerPid).collect(Collectors.toList()))
-			.setInstances(
-				result
-					.getInstance()
-					.stream()
-					.map(ConversionUtils::oafInstanceToBrokerInstances)
-					.flatMap(List::stream)
-					.collect(Collectors.toList()))
-			.setExternalReferences(
-				result
-					.getExternalReference()
-					.stream()
-					.map(ConversionUtils::oafExtRefToBrokerExtRef)
-					.collect(Collectors.toList()))
-			: null;
 	}
 
-	private static List<TypedValue> structPropTypedList(final List<StructuredProperty> list) {
+	public static OaBrokerRelatedPublication oafPublicationToBrokerPublication(final Publication p) {
-		return list
-			.stream()
-			.map(
-				p -> new TypedValue()
-					.setValue(p.getValue())
-					.setType(p.getQualifier().getClassid()))
-			.collect(Collectors.toList());
-	}
-
-	private static eu.dnetlib.broker.objects.Author oafAuthorToBrokerAuthor(final Author author) {
-		return author != null ? new eu.dnetlib.broker.objects.Author()
-			.setFullname(author.getFullname())
-			.setOrcid(
-				author
-					.getPid()
-					.stream()
-					.filter(pid -> pid.getQualifier().getClassid().equalsIgnoreCase("orcid"))
-					.map(pid -> pid.getValue())
-					.findFirst()
-					.orElse(null))
-			: null;
-	}
-
-	private static eu.dnetlib.broker.objects.Journal oafJournalToBrokerJournal(final Journal journal) {
-		return journal != null ? new eu.dnetlib.broker.objects.Journal()
-			.setName(journal.getName())
-			.setIssn(journal.getIssnPrinted())
-			.setEissn(journal.getIssnOnline())
-			.setLissn(journal.getIssnLinking()) : null;
-	}
-
-	private static eu.dnetlib.broker.objects.ExternalReference oafExtRefToBrokerExtRef(final ExternalReference ref) {
-		return ref != null ? new eu.dnetlib.broker.objects.ExternalReference()
-			.setRefidentifier(ref.getRefidentifier())
-			.setSitename(ref.getSitename())
-			.setType(ref.getQualifier().getClassid())
-			.setUrl(ref.getUrl())
-			: null;
-	}
-
-	public static final eu.dnetlib.broker.objects.Project oafProjectToBrokerProject(final Project p) {
 		if (p == null) {
 			return null;
 		}
 
-		final eu.dnetlib.broker.objects.Project res = new eu.dnetlib.broker.objects.Project()
+		final OaBrokerRelatedPublication res = new OaBrokerRelatedPublication();
-			.setTitle(fieldValue(p.getTitle()))
+		res.setOpenaireId(p.getId());
-			.setAcronym(fieldValue(p.getAcronym()))
+		res.setOriginalId(first(p.getOriginalId()));
-			.setCode(fieldValue(p.getCode()));
+		res.setTitle(structPropValue(p.getTitle()));
+		res.setPids(mappedList(p.getPid(), ConversionUtils::oafPidToBrokerPid));
+		res.setInstances(flatMappedList(p.getInstance(), ConversionUtils::oafInstanceToBrokerInstances));
+		res.setCollectedFrom(mappedFirst(p.getCollectedfrom(), KeyValue::getValue));
+
+		return res;
+	}
+
+	public static final OaBrokerMainEntity oafResultToBrokerResult(final Result result) {
+		if (result == null) {
+			return null;
+		}
+
+		final OaBrokerMainEntity res = new OaBrokerMainEntity();
+
+		res.setOpenaireId(result.getId());
+		res.setOriginalId(first(result.getOriginalId()));
+		res.setTypology(classId(result.getResulttype()));
+		res.setTitles(structPropList(result.getTitle()));
+		res.setAbstracts(fieldList(result.getDescription()));
+		res.setLanguage(classId(result.getLanguage()));
+		res.setSubjects(structPropTypedList(result.getSubject()));
+		res.setCreators(mappedList(result.getAuthor(), ConversionUtils::oafAuthorToBrokerAuthor));
+		res.setPublicationdate(fieldValue(result.getDateofacceptance()));
+		res.setPublisher(fieldValue(result.getPublisher()));
+		res.setEmbargoenddate(fieldValue(result.getEmbargoenddate()));
+		res.setContributor(fieldList(result.getContributor()));
+		res
+			.setJournal(
+				result instanceof Publication ? oafJournalToBrokerJournal(((Publication) result).getJournal()) : null);
+		res.setCollectedFromId(mappedFirst(result.getCollectedfrom(), KeyValue::getKey));
+		res.setCollectedFromName(mappedFirst(result.getCollectedfrom(), KeyValue::getValue));
+		res.setPids(mappedList(result.getPid(), ConversionUtils::oafPidToBrokerPid));
+		res.setInstances(flatMappedList(result.getInstance(), ConversionUtils::oafInstanceToBrokerInstances));
+		res.setExternalReferences(mappedList(result.getExternalReference(), ConversionUtils::oafExtRefToBrokerExtRef));
+
+		return res;
+	}
+
+	private static OaBrokerAuthor oafAuthorToBrokerAuthor(final Author author) {
+		if (author == null) {
+			return null;
+		}
+
+		final String pids = author.getPid() != null ? author
+			.getPid()
+			.stream()
+			.filter(pid -> pid != null)
+			.filter(pid -> pid.getQualifier() != null)
+			.filter(pid -> pid.getQualifier().getClassid() != null)
+			.filter(pid -> pid.getQualifier().getClassid().equalsIgnoreCase("orcid"))
+			.map(pid -> pid.getValue())
+			.filter(StringUtils::isNotBlank)
+			.findFirst()
+			.orElse(null) : null;
+
+		return new OaBrokerAuthor(author.getFullname(), pids);
+	}
+
+	private static OaBrokerJournal oafJournalToBrokerJournal(final Journal journal) {
+		if (journal == null) {
+			return null;
+		}
+
+		final OaBrokerJournal res = new OaBrokerJournal();
+		res.setName(journal.getName());
+		res.setIssn(journal.getIssnPrinted());
+		res.setEissn(journal.getIssnOnline());
+		res.setLissn(journal.getIssnLinking());
+
+		return res;
+	}
+
+	private static OaBrokerExternalReference oafExtRefToBrokerExtRef(final ExternalReference ref) {
+		if (ref == null) {
+			return null;
+		}
+
+		final OaBrokerExternalReference res = new OaBrokerExternalReference();
+		res.setRefidentifier(ref.getRefidentifier());
+		res.setSitename(ref.getSitename());
+		res.setType(classId(ref.getQualifier()));
+		res.setUrl(ref.getUrl());
+		return res;
+	}
+
+	public static final OaBrokerProject oafProjectToBrokerProject(final Project p) {
+		if (p == null) {
+			return null;
+		}
+
+		final OaBrokerProject res = new OaBrokerProject();
+		res.setOpenaireId(p.getId());
+		res.setTitle(fieldValue(p.getTitle()));
+		res.setAcronym(fieldValue(p.getAcronym()));
+		res.setCode(fieldValue(p.getCode()));
 
 		final String ftree = fieldValue(p.getFundingtree());
 		if (StringUtils.isNotBlank(ftree)) {
@@ -187,13 +201,27 @@ public class ConversionUtils {
 		return res;
 	}
 
-	public static final eu.dnetlib.broker.objects.Software oafSoftwareToBrokerSoftware(final Software sw) {
+	public static final OaBrokerRelatedSoftware oafSoftwareToBrokerSoftware(final Software sw) {
-		return sw != null ? new eu.dnetlib.broker.objects.Software()
+		if (sw == null) {
-			.setName(structPropValue(sw.getTitle()))
+			return null;
-			.setDescription(fieldValue(sw.getDescription()))
+		}
-			.setRepository(fieldValue(sw.getCodeRepositoryUrl()))
+
-			.setLandingPage(fieldValue(sw.getDocumentationUrl()))
+		final OaBrokerRelatedSoftware res = new OaBrokerRelatedSoftware();
-			: null;
+		res.setOpenaireId(sw.getId());
+		res.setName(structPropValue(sw.getTitle()));
+		res.setDescription(fieldValue(sw.getDescription()));
+		res.setRepository(fieldValue(sw.getCodeRepositoryUrl()));
+		res.setLandingPage(fieldValue(sw.getDocumentationUrl()));
+
+		return res;
+	}
+
+	private static String first(final List<String> list) {
+		return list != null && list.size() > 0 ? list.get(0) : null;
+	}
+
+	private static String kvValue(final KeyValue kv) {
+		return kv != null ? kv.getValue() : null;
 	}
 
 	private static String fieldValue(final Field<String> f) {
@@ -205,6 +233,10 @@ public class ConversionUtils {
 			: null;
 	}
 
+	private static String classId(final Qualifier q) {
+		return q != null ? q.getClassid() : null;
+	}
+
 	private static String structPropValue(final List<StructuredProperty> props) {
 		return props != null
 			? props.stream().map(StructuredProperty::getValue).filter(StringUtils::isNotBlank).findFirst().orElse(null)
@@ -226,4 +258,55 @@ public class ConversionUtils {
 				.collect(Collectors.toList())
 			: new ArrayList<>();
 	}
+
+	private static List<OaBrokerTypedValue> structPropTypedList(final List<StructuredProperty> list) {
+		if (list == null) {
+			return new ArrayList<>();
+		}
+
+		return list
+			.stream()
+			.map(ConversionUtils::oafStructPropToBrokerTypedValue)
+			.filter(Objects::nonNull)
+			.collect(Collectors.toList());
+	}
+
+	private static <F, T> List<T> mappedList(final List<F> list, final Function<F, T> func) {
+		if (list == null) {
+			return new ArrayList<>();
+		}
+
+		return list
+			.stream()
+			.map(func::apply)
+			.filter(Objects::nonNull)
+			.collect(Collectors.toList());
+	}
+
+	private static <F, T> List<T> flatMappedList(final List<F> list, final Function<F, List<T>> func) {
+		if (list == null) {
+			return new ArrayList<>();
+		}
+
+		return list
+			.stream()
+			.map(func::apply)
+			.flatMap(List::stream)
+			.filter(Objects::nonNull)
+			.collect(Collectors.toList());
+	}
+
+	private static <F, T> T mappedFirst(final List<F> list, final Function<F, T> func) {
+		if (list == null) {
+			return null;
+		}
+
+		return list
+			.stream()
+			.map(func::apply)
+			.filter(Objects::nonNull)
+			.findFirst()
+			.orElse(null);
+	}
+
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/EventFinder.java

@@ -4,7 +4,7 @@ package eu.dnetlib.dhp.broker.oa.util;
 import java.util.ArrayList;
 import java.util.List;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.broker.model.EventFactory;
 import eu.dnetlib.dhp.broker.oa.matchers.UpdateMatcher;
 import eu.dnetlib.dhp.broker.oa.matchers.relatedDatasets.EnrichMissingDatasetIsReferencedBy;
@@ -68,7 +68,7 @@ public class EventFinder {
 	public static EventGroup generateEvents(final ResultGroup results, final DedupConfig dedupConfig) {
 		final List<UpdateInfo<?>> list = new ArrayList<>();
 
-		for (final OpenaireBrokerResult target : results.getData()) {
+		for (final OaBrokerMainEntity target : results.getData()) {
 			for (final UpdateMatcher<?> matcher : matchers) {
 				list.addAll(matcher.searchUpdatesForRecord(target, results.getData(), dedupConfig));
 			}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/UpdateInfo.java

@@ -9,10 +9,10 @@ import org.slf4j.LoggerFactory;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 
-import eu.dnetlib.broker.objects.Instance;
+import eu.dnetlib.broker.objects.OaBrokerEventPayload;
-import eu.dnetlib.broker.objects.OpenAireEventPayload;
+import eu.dnetlib.broker.objects.OaBrokerInstance;
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
-import eu.dnetlib.broker.objects.Provenance;
+import eu.dnetlib.broker.objects.OaBrokerProvenance;
 import eu.dnetlib.dhp.broker.model.Topic;
 import eu.dnetlib.pace.config.DedupConfig;
 import eu.dnetlib.pace.model.MapDocument;
@@ -25,11 +25,11 @@ public final class UpdateInfo<T> {
 
 	private final T highlightValue;
 
-	private final OpenaireBrokerResult source;
+	private final OaBrokerMainEntity source;
 
-	private final OpenaireBrokerResult target;
+	private final OaBrokerMainEntity target;
 
-	private final BiConsumer<OpenaireBrokerResult, T> compileHighlight;
+	private final BiConsumer<OaBrokerMainEntity, T> compileHighlight;
 
 	private final Function<T, String> highlightToString;
 
@@ -37,9 +37,9 @@ public final class UpdateInfo<T> {
 
 	private static final Logger log = LoggerFactory.getLogger(UpdateInfo.class);
 
-	public UpdateInfo(final Topic topic, final T highlightValue, final OpenaireBrokerResult source,
+	public UpdateInfo(final Topic topic, final T highlightValue, final OaBrokerMainEntity source,
-		final OpenaireBrokerResult target,
+		final OaBrokerMainEntity target,
-		final BiConsumer<OpenaireBrokerResult, T> compileHighlight,
+		final BiConsumer<OaBrokerMainEntity, T> compileHighlight,
 		final Function<T, String> highlightToString,
 		final DedupConfig dedupConfig) {
 		this.topic = topic;
@@ -55,16 +55,22 @@ public final class UpdateInfo<T> {
 		return highlightValue;
 	}
 
-	public OpenaireBrokerResult getSource() {
+	public OaBrokerMainEntity getSource() {
 		return source;
 	}
 
-	public OpenaireBrokerResult getTarget() {
+	public OaBrokerMainEntity getTarget() {
 		return target;
 	}
 
-	private float calculateTrust(final DedupConfig dedupConfig, final OpenaireBrokerResult r1,
+	private float calculateTrust(final DedupConfig dedupConfig,
-		final OpenaireBrokerResult r2) {
+		final OaBrokerMainEntity r1,
+		final OaBrokerMainEntity r2) {
+
+		if (dedupConfig == null) {
+			return BrokerConstants.MIN_TRUST;
+		}
+
 		try {
 			final ObjectMapper objectMapper = new ObjectMapper();
 			final MapDocument doc1 = MapDocumentUtil
@@ -98,11 +104,11 @@ public final class UpdateInfo<T> {
 		return highlightToString.apply(getHighlightValue());
 	}
 
-	public OpenAireEventPayload asBrokerPayload() {
+	public OaBrokerEventPayload asBrokerPayload() {
 
 		compileHighlight.accept(target, getHighlightValue());
 
-		final OpenaireBrokerResult hl = new OpenaireBrokerResult();
+		final OaBrokerMainEntity hl = new OaBrokerMainEntity();
 		compileHighlight.accept(hl, getHighlightValue());
 
 		final String provId = getSource().getOriginalId();
@@ -111,18 +117,20 @@ public final class UpdateInfo<T> {
 		final String provUrl = getSource()
 			.getInstances()
 			.stream()
-			.map(Instance::getUrl)
+			.map(OaBrokerInstance::getUrl)
 			.findFirst()
 			.orElse(null);
 		;
 
-		final Provenance provenance = new Provenance().setId(provId).setRepositoryName(provRepo).setUrl(provUrl);
+		final OaBrokerProvenance provenance = new OaBrokerProvenance(provId, provRepo, provUrl);
 
-		return new OpenAireEventPayload()
+		final OaBrokerEventPayload res = new OaBrokerEventPayload();
-			.setPublication(target)
+		res.setResult(target);
-			.setHighlight(hl)
+		res.setHighlight(hl);
-			.setTrust(trust)
+		res.setTrust(trust);
-			.setProvenance(provenance);
+		res.setProvenance(provenance);
+
+		return res;
 	}
 
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/simple/ResultAggregator.java

@@ -5,11 +5,11 @@ import org.apache.spark.sql.Encoder;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.expressions.Aggregator;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import eu.dnetlib.dhp.schema.oaf.Relation;
 import scala.Tuple2;
 
-public class ResultAggregator extends Aggregator<Tuple2<OpenaireBrokerResult, Relation>, ResultGroup, ResultGroup> {
+public class ResultAggregator extends Aggregator<Tuple2<OaBrokerMainEntity, Relation>, ResultGroup, ResultGroup> {
 
 	/**
 	 *
@@ -22,13 +22,15 @@ public class ResultAggregator extends Aggregator<Tuple2<OpenaireBrokerResult, Re
 	}
 
 	@Override
-	public ResultGroup reduce(final ResultGroup group, final Tuple2<OpenaireBrokerResult, Relation> t) {
+	public ResultGroup reduce(final ResultGroup group, final Tuple2<OaBrokerMainEntity, Relation> t) {
-		return group.addElement(t._1);
+		group.getData().add(t._1);
+		return group;
 	}
 
 	@Override
 	public ResultGroup merge(final ResultGroup g1, final ResultGroup g2) {
-		return g1.addGroup(g2);
+		g1.getData().addAll(g2.getData());
+		return g1;
 	}
 
 	@Override
@@ -38,13 +40,13 @@ public class ResultAggregator extends Aggregator<Tuple2<OpenaireBrokerResult, Re
 
 	@Override
 	public Encoder<ResultGroup> bufferEncoder() {
-		return Encoders.kryo(ResultGroup.class);
+		return Encoders.bean(ResultGroup.class);
 
 	}
 
 	@Override
 	public Encoder<ResultGroup> outputEncoder() {
-		return Encoders.kryo(ResultGroup.class);
+		return Encoders.bean(ResultGroup.class);
 
 	}
 

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/simple/ResultGroup.java

@@ -5,7 +5,7 @@ import java.io.Serializable;
 import java.util.ArrayList;
 import java.util.List;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 
 public class ResultGroup implements Serializable {
 
@@ -14,23 +14,14 @@ public class ResultGroup implements Serializable {
 	 */
 	private static final long serialVersionUID = -3360828477088669296L;
 
-	private final List<OpenaireBrokerResult> data = new ArrayList<>();
+	private List<OaBrokerMainEntity> data = new ArrayList<>();
 
-	public List<OpenaireBrokerResult> getData() {
+	public List<OaBrokerMainEntity> getData() {
 		return data;
 	}
 
-	public ResultGroup addElement(final OpenaireBrokerResult elem) {
+	public void setData(final List<OaBrokerMainEntity> data) {
-		data.add(elem);
+		this.data = data;
-		return this;
 	}
 
-	public ResultGroup addGroup(final ResultGroup group) {
-		data.addAll(group.getData());
-		return this;
-	}
-
-	public boolean isValid() {
-		return data.size() > 1;
-	}
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/withRels/OaBrokerMainEntityAggregator.java

@@ -5,11 +5,11 @@ import org.apache.spark.sql.Encoder;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.expressions.Aggregator;
 
-import eu.dnetlib.broker.objects.OpenaireBrokerResult;
+import eu.dnetlib.broker.objects.OaBrokerMainEntity;
 import scala.Tuple2;
 
-public class OpenaireBrokerResultAggregator<T>
+public class OaBrokerMainEntityAggregator<T>
-	extends Aggregator<Tuple2<OpenaireBrokerResult, T>, OpenaireBrokerResult, OpenaireBrokerResult> {
+	extends Aggregator<Tuple2<OaBrokerMainEntity, T>, OaBrokerMainEntity, OaBrokerMainEntity> {
 
 	/**
 	 *
@@ -17,17 +17,17 @@ public class OpenaireBrokerResultAggregator<T>
 	private static final long serialVersionUID = -3687878788861013488L;
 
 	@Override
-	public OpenaireBrokerResult zero() {
+	public OaBrokerMainEntity zero() {
-		return new OpenaireBrokerResult();
+		return new OaBrokerMainEntity();
 	}
 
 	@Override
-	public OpenaireBrokerResult finish(final OpenaireBrokerResult g) {
+	public OaBrokerMainEntity finish(final OaBrokerMainEntity g) {
 		return g;
 	}
 
 	@Override
-	public OpenaireBrokerResult reduce(final OpenaireBrokerResult g, final Tuple2<OpenaireBrokerResult, T> t) {
+	public OaBrokerMainEntity reduce(final OaBrokerMainEntity g, final Tuple2<OaBrokerMainEntity, T> t) {
 		if (g.getOriginalId() == null) {
 			return t._1;
 		} else if (t._2 instanceof RelatedSoftware) {
@@ -38,13 +38,15 @@ public class OpenaireBrokerResultAggregator<T>
 			g.getPublications().add(((RelatedPublication) t._2).getRelPublication());
 		} else if (t._2 instanceof RelatedProject) {
 			g.getProjects().add(((RelatedProject) t._2).getRelProject());
+		} else {
+			throw new RuntimeException("Invalid Object: " + t._2.getClass());
 		}
 		return g;
 
 	}
 
 	@Override
-	public OpenaireBrokerResult merge(final OpenaireBrokerResult g1, final OpenaireBrokerResult g2) {
+	public OaBrokerMainEntity merge(final OaBrokerMainEntity g1, final OaBrokerMainEntity g2) {
 		if (g1.getOriginalId() != null) {
 			g1.getSoftwares().addAll(g2.getSoftwares());
 			g1.getDatasets().addAll(g2.getDatasets());
@@ -57,13 +59,13 @@ public class OpenaireBrokerResultAggregator<T>
 	}
 
 	@Override
-	public Encoder<OpenaireBrokerResult> bufferEncoder() {
+	public Encoder<OaBrokerMainEntity> bufferEncoder() {
-		return Encoders.kryo(OpenaireBrokerResult.class);
+		return Encoders.bean(OaBrokerMainEntity.class);
 	}
 
 	@Override
-	public Encoder<OpenaireBrokerResult> outputEncoder() {
+	public Encoder<OaBrokerMainEntity> outputEncoder() {
-		return Encoders.kryo(OpenaireBrokerResult.class);
+		return Encoders.bean(OaBrokerMainEntity.class);
 	}
 
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/withRels/RelatedDataset.java

@@ -3,7 +3,7 @@ package eu.dnetlib.dhp.broker.oa.util.aggregators.withRels;
 
 import java.io.Serializable;
 
-import eu.dnetlib.broker.objects.Dataset;
+import eu.dnetlib.broker.objects.OaBrokerRelatedDataset;
 
 public class RelatedDataset implements Serializable {
 
@@ -11,11 +11,14 @@ public class RelatedDataset implements Serializable {
 	 *
 	 */
 	private static final long serialVersionUID = 774487705184038324L;
-	private final String source;
+	private String source;
-	private final String relType;
+	private String relType;
-	private final Dataset relDataset;
+	private OaBrokerRelatedDataset relDataset;
 
-	public RelatedDataset(final String source, final String relType, final Dataset relDataset) {
+	public RelatedDataset() {
+	}
+
+	public RelatedDataset(final String source, final String relType, final OaBrokerRelatedDataset relDataset) {
 		this.source = source;
 		this.relType = relType;
 		this.relDataset = relDataset;
@@ -25,12 +28,24 @@ public class RelatedDataset implements Serializable {
 		return source;
 	}
 
+	public void setSource(final String source) {
+		this.source = source;
+	}
+
 	public String getRelType() {
 		return relType;
 	}
 
-	public Dataset getRelDataset() {
+	public void setRelType(final String relType) {
+		this.relType = relType;
+	}
+
+	public OaBrokerRelatedDataset getRelDataset() {
 		return relDataset;
 	}
 
+	public void setRelDataset(final OaBrokerRelatedDataset relDataset) {
+		this.relDataset = relDataset;
+	}
+
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/withRels/RelatedEntityFactory.java

@@ -1,34 +0,0 @@
-
-package eu.dnetlib.dhp.broker.oa.util.aggregators.withRels;
-
-import eu.dnetlib.dhp.broker.oa.util.ConversionUtils;
-import eu.dnetlib.dhp.schema.oaf.Dataset;
-import eu.dnetlib.dhp.schema.oaf.Project;
-import eu.dnetlib.dhp.schema.oaf.Publication;
-import eu.dnetlib.dhp.schema.oaf.Software;
-
-public class RelatedEntityFactory {
-
-	@SuppressWarnings("unchecked")
-	public static <RT, T> RT newRelatedEntity(final String sourceId,
-		final String relType,
-		final T target,
-		final Class<RT> clazz) {
-
-		if (clazz == RelatedProject.class) {
-			return (RT) new RelatedProject(sourceId, relType,
-				ConversionUtils.oafProjectToBrokerProject((Project) target));
-		} else if (clazz == RelatedSoftware.class) {
-			return (RT) new RelatedSoftware(sourceId, relType,
-				ConversionUtils.oafSoftwareToBrokerSoftware((Software) target));
-		} else if (clazz == RelatedDataset.class) {
-			return (RT) new RelatedDataset(sourceId, relType,
-				ConversionUtils.oafDatasetToBrokerDataset((Dataset) target));
-		} else if (clazz == RelatedPublication.class) {
-			return (RT) new RelatedPublication(sourceId, relType,
-				ConversionUtils.oafPublicationToBrokerPublication((Publication) target));
-		} else {
-			return null;
-		}
-	}
-}

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/withRels/RelatedProject.java

@@ -3,7 +3,7 @@ package eu.dnetlib.dhp.broker.oa.util.aggregators.withRels;
 
 import java.io.Serializable;
 
-import eu.dnetlib.broker.objects.Project;
+import eu.dnetlib.broker.objects.OaBrokerProject;
 
 public class RelatedProject implements Serializable {
 
@@ -12,11 +12,14 @@ public class RelatedProject implements Serializable {
 	 */
 	private static final long serialVersionUID = 4941437626549329870L;
 
-	private final String source;
+	private String source;
-	private final String relType;
+	private String relType;
-	private final Project relProject;
+	private OaBrokerProject relProject;
 
-	public RelatedProject(final String source, final String relType, final Project relProject) {
+	public RelatedProject() {
+	}
+
+	public RelatedProject(final String source, final String relType, final OaBrokerProject relProject) {
 		this.source = source;
 		this.relType = relType;
 		this.relProject = relProject;
@@ -26,12 +29,24 @@ public class RelatedProject implements Serializable {
 		return source;
 	}
 
+	public void setSource(final String source) {
+		this.source = source;
+	}
+
 	public String getRelType() {
 		return relType;
 	}
 
-	public Project getRelProject() {
+	public void setRelType(final String relType) {
+		this.relType = relType;
+	}
+
+	public OaBrokerProject getRelProject() {
 		return relProject;
 	}
 
+	public void setRelProject(final OaBrokerProject relProject) {
+		this.relProject = relProject;
+	}
+
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/withRels/RelatedPublication.java

@@ -3,7 +3,7 @@ package eu.dnetlib.dhp.broker.oa.util.aggregators.withRels;
 
 import java.io.Serializable;
 
-import eu.dnetlib.broker.objects.Publication;
+import eu.dnetlib.broker.objects.OaBrokerRelatedPublication;
 
 public class RelatedPublication implements Serializable {
 
@@ -12,11 +12,15 @@ public class RelatedPublication implements Serializable {
 	 */
 	private static final long serialVersionUID = 9021609640411395128L;
 
-	private final String source;
+	private String source;
-	private final String relType;
+	private String relType;
-	private final Publication relPublication;
+	private OaBrokerRelatedPublication relPublication;
 
-	public RelatedPublication(final String source, final String relType, final Publication relPublication) {
+	public RelatedPublication() {
+	}
+
+	public RelatedPublication(final String source, final String relType,
+		final OaBrokerRelatedPublication relPublication) {
 		this.source = source;
 		this.relType = relType;
 		this.relPublication = relPublication;
@@ -26,12 +30,24 @@ public class RelatedPublication implements Serializable {
 		return source;
 	}
 
+	public void setSource(final String source) {
+		this.source = source;
+	}
+
 	public String getRelType() {
 		return relType;
 	}
 
-	public Publication getRelPublication() {
+	public void setRelType(final String relType) {
+		this.relType = relType;
+	}
+
+	public OaBrokerRelatedPublication getRelPublication() {
 		return relPublication;
 	}
 
+	public void setRelPublication(final OaBrokerRelatedPublication relPublication) {
+		this.relPublication = relPublication;
+	}
+
 }

dhp-workflows/dhp-broker-events/src/main/java/eu/dnetlib/dhp/broker/oa/util/aggregators/withRels/RelatedSoftware.java

@@ -3,7 +3,7 @@ package eu.dnetlib.dhp.broker.oa.util.aggregators.withRels;
 
 import java.io.Serializable;
 
-import eu.dnetlib.broker.objects.Software;
+import eu.dnetlib.broker.objects.OaBrokerRelatedSoftware;
 
 public class RelatedSoftware implements Serializable {
 
@@ -11,11 +11,14 @@ public class RelatedSoftware implements Serializable {
 	 *
 	 */
 	private static final long serialVersionUID = 7573383356943300157L;
-	private final String source;
+	private String source;
-	private final String relType;
+	private String relType;
-	private final Software relSoftware;
+	private OaBrokerRelatedSoftware relSoftware;
 
-	public RelatedSoftware(final String source, final String relType, final Software relSoftware) {
+	public RelatedSoftware() {
+	}
+
+	public RelatedSoftware(final String source, final String relType, final OaBrokerRelatedSoftware relSoftware) {
 		this.source = source;
 		this.relType = relType;
 		this.relSoftware = relSoftware;
@@ -25,12 +28,24 @@ public class RelatedSoftware implements Serializable {
 		return source;
 	}
 
+	public void setSource(final String source) {
+		this.source = source;
+	}
+
 	public String getRelType() {
 		return relType;
 	}
 
-	public Software getRelSoftware() {
+	public void setRelType(final String relType) {
+		this.relType = relType;
+	}
+
+	public OaBrokerRelatedSoftware getRelSoftware() {
 		return relSoftware;
 	}
 
+	public void setRelSoftware(final OaBrokerRelatedSoftware relSoftware) {
+		this.relSoftware = relSoftware;
+	}
+
 }

dhp-workflows/dhp-broker-events/src/main/resources/eu/dnetlib/dhp/broker/oa/generate_all/oozie_app/workflow.xml

@@ -80,20 +80,32 @@
     </kill>
     
     <action name="generate_events">
-        <java>
+        <spark xmlns="uri:oozie:spark-action:0.2">
-            <prepare>
+            <master>yarn</master>
-                <delete path="${eventsOutputPath}"/>
+            <mode>cluster</mode>
-            </prepare>
+            <name>GenerateEvents</name>
-            <main-class>eu.dnetlib.dhp.broker.oa.GenerateEventsApplication</main-class>
+            <class>eu.dnetlib.dhp.broker.oa.GenerateEventsApplication</class>
+            <jar>dhp-broker-events-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-cores=${sparkExecutorCores}
+                --executor-memory=${sparkExecutorMemory}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.shuffle.partitions=3840
+            </spark-opts>
             <arg>--graphPath</arg><arg>${graphInputPath}</arg>
             <arg>--eventsPath</arg><arg>${eventsOutputPath}</arg>
             <arg>--isLookupUrl</arg><arg>${isLookupUrl}</arg>
             <arg>--dedupConfProfile</arg><arg>${dedupConfProfId}</arg>
-        </java>
+        </spark>
         <ok to="End"/>
         <error to="Kill"/>
     </action>
     
+
     <end name="End"/>
 
 </workflow-app>

dhp-workflows/dhp-broker-events/src/main/resources/eu/dnetlib/dhp/broker/oa/generate_relations.json

@@ -0,0 +1,14 @@
+[
+	{
+		"paramName": "g",
+		"paramLongName": "graphPath",
+		"paramDescription": "the path where there the graph is stored",
+		"paramRequired": true
+	},
+	{
+		"paramName": "o",
+		"paramLongName": "relsPath",
+		"paramDescription": "the path where the generated relations will be stored",
+		"paramRequired": true
+	}
+]

dhp-workflows/dhp-broker-events/src/main/resources/eu/dnetlib/dhp/broker/oa/generate_simple_entities.json

@@ -0,0 +1,14 @@
+[
+	{
+		"paramName": "g",
+		"paramLongName": "graphPath",
+		"paramDescription": "the path where there the graph is stored",
+		"paramRequired": true
+	},
+	{
+		"paramName": "o",
+		"paramLongName": "simpleEntitiesPath",
+		"paramDescription": "the path where the generated simple entities (without relations) will be stored",
+		"paramRequired": true
+	}
+]

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/clean/CleanGraphSparkJob.java

@@ -3,9 +3,13 @@ package eu.dnetlib.dhp.oa.graph.clean;
 
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 
+import java.io.BufferedInputStream;
+import java.util.Objects;
 import java.util.Optional;
+import java.util.stream.Collectors;
 
 import org.apache.commons.io.IOUtils;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.Dataset;
@@ -19,7 +23,9 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.common.HdfsSupport;
+import eu.dnetlib.dhp.oa.graph.raw.common.OafMapperUtils;
 import eu.dnetlib.dhp.oa.graph.raw.common.VocabularyGroup;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
 import eu.dnetlib.dhp.schema.oaf.*;
 import eu.dnetlib.dhp.utils.ISLookupClientFactory;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
@@ -84,12 +90,86 @@ public class CleanGraphSparkJob {
 
 		readTableFromPath(spark, inputPath, clazz)
 			.map((MapFunction<T, T>) value -> OafCleaner.apply(value, mapping), Encoders.bean(clazz))
+			.map((MapFunction<T, T>) value -> fixDefaults(value), Encoders.bean(clazz))
 			.write()
 			.mode(SaveMode.Overwrite)
 			.option("compression", "gzip")
 			.json(outputPath);
 	}
 
+	private static <T extends Oaf> T fixDefaults(T value) {
+		if (value instanceof Datasource) {
+			// nothing to clean here
+		} else if (value instanceof Project) {
+			// nothing to clean here
+		} else if (value instanceof Organization) {
+			Organization o = (Organization) value;
+			if (Objects.isNull(o.getCountry()) || StringUtils.isBlank(o.getCountry().getClassid())) {
+				o.setCountry(qualifier("UNKNOWN", "Unknown", ModelConstants.DNET_COUNTRY_TYPE));
+			}
+		} else if (value instanceof Relation) {
+			// nothing to clean here
+		} else if (value instanceof Result) {
+
+			Result r = (Result) value;
+			if (Objects.isNull(r.getLanguage()) || StringUtils.isBlank(r.getLanguage().getClassid())) {
+				r
+					.setLanguage(
+						qualifier("und", "Undetermined", ModelConstants.DNET_LANGUAGES));
+			}
+			if (Objects.nonNull(r.getSubject())) {
+				r
+					.setSubject(
+						r
+							.getSubject()
+							.stream()
+							.filter(Objects::nonNull)
+							.filter(sp -> StringUtils.isNotBlank(sp.getValue()))
+							.filter(sp -> Objects.nonNull(sp.getQualifier()))
+							.filter(sp -> StringUtils.isNotBlank(sp.getQualifier().getClassid()))
+							.collect(Collectors.toList()));
+			}
+			if (Objects.isNull(r.getResourcetype()) || StringUtils.isBlank(r.getResourcetype().getClassid())) {
+				r
+					.setResourcetype(
+						qualifier("UNKNOWN", "Unknown", ModelConstants.DNET_DATA_CITE_RESOURCE));
+			}
+			if (Objects.isNull(r.getBestaccessright()) || StringUtils.isBlank(r.getBestaccessright().getClassid())) {
+				r
+					.setBestaccessright(
+						qualifier("UNKNOWN", "not available", ModelConstants.DNET_ACCESS_MODES));
+			}
+			if (Objects.nonNull(r.getInstance())) {
+				for (Instance i : r.getInstance()) {
+					if (Objects.isNull(i.getAccessright()) || StringUtils.isBlank(i.getAccessright().getClassid())) {
+						i.setAccessright(qualifier("UNKNOWN", "not available", ModelConstants.DNET_ACCESS_MODES));
+					}
+					if (Objects.isNull(i.getHostedby()) || StringUtils.isBlank(i.getHostedby().getKey())) {
+						i.setHostedby(ModelConstants.UNKNOWN_REPOSITORY);
+					}
+				}
+			}
+
+			if (value instanceof Publication) {
+
+			} else if (value instanceof eu.dnetlib.dhp.schema.oaf.Dataset) {
+
+			} else if (value instanceof OtherResearchProduct) {
+
+			} else if (value instanceof Software) {
+
+			}
+		}
+
+		return value;
+	}
+
+	private static Qualifier qualifier(String classid, String classname, String scheme) {
+		return OafMapperUtils
+			.qualifier(
+				classid, classname, scheme, scheme);
+	}
+
 	private static <T extends Oaf> Dataset<T> readTableFromPath(
 		SparkSession spark, String inputEntityPath, Class<T> clazz) {
 

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/clean/CleaningRuleMap.java

@@ -4,10 +4,13 @@ package eu.dnetlib.dhp.oa.graph.clean;
 import java.io.Serializable;
 import java.util.HashMap;
 
+import org.apache.commons.lang3.StringUtils;
+
 import eu.dnetlib.dhp.common.FunctionalInterfaceSupport.SerializableConsumer;
 import eu.dnetlib.dhp.oa.graph.raw.common.VocabularyGroup;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.oaf.Country;
 import eu.dnetlib.dhp.schema.oaf.Qualifier;
-import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
 
 public class CleaningRuleMap extends HashMap<Class, SerializableConsumer<Object>> implements Serializable {
 
@@ -18,23 +21,24 @@ public class CleaningRuleMap extends HashMap<Class, SerializableConsumer<Object>
 	 */
 	public static CleaningRuleMap create(VocabularyGroup vocabularies) {
 		CleaningRuleMap mapping = new CleaningRuleMap();
-		mapping.put(Qualifier.class, o -> {
+		mapping.put(Qualifier.class, o -> cleanQualifier(vocabularies, (Qualifier) o));
-			Qualifier q = (Qualifier) o;
+		mapping.put(Country.class, o -> {
+			final Country c = (Country) o;
+			if (StringUtils.isBlank(c.getSchemeid())) {
+				c.setSchemeid(ModelConstants.DNET_COUNTRY_TYPE);
+				c.setSchemename(ModelConstants.DNET_COUNTRY_TYPE);
+			}
+			cleanQualifier(vocabularies, c);
+		});
+		return mapping;
+	}
+
+	private static <Q extends Qualifier> void cleanQualifier(VocabularyGroup vocabularies, Q q) {
 		if (vocabularies.vocabularyExists(q.getSchemeid())) {
 			Qualifier newValue = vocabularies.lookup(q.getSchemeid(), q.getClassid());
 			q.setClassid(newValue.getClassid());
 			q.setClassname(newValue.getClassname());
 		}
-		});
-		mapping.put(StructuredProperty.class, o -> {
-			StructuredProperty sp = (StructuredProperty) o;
-			// TODO implement a policy
-			/*
-			 * if (StringUtils.isBlank(sp.getValue())) { sp.setValue(null); sp.setQualifier(null); sp.setDataInfo(null);
-			 * }
-			 */
-		});
-		return mapping;
 	}
 
 }

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/common/VocabularyGroup.java

@@ -122,7 +122,11 @@ public class VocabularyGroup implements Serializable {
 	}
 
 	public boolean vocabularyExists(final String vocId) {
-		return vocs.containsKey(vocId.toLowerCase());
+		return Optional
+			.ofNullable(vocId)
+			.map(String::toLowerCase)
+			.map(id -> vocs.containsKey(id))
+			.orElse(false);
 	}
 
 	private void addSynonyms(final String vocId, final String termId, final String syn) {

dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/clean/CleaningFunctionTest.java

@@ -21,6 +21,7 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 import eu.dnetlib.dhp.oa.graph.raw.common.VocabularyGroup;
 import eu.dnetlib.dhp.schema.oaf.Publication;
 import eu.dnetlib.dhp.schema.oaf.Qualifier;
+import eu.dnetlib.dhp.schema.oaf.Result;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
 
@@ -56,6 +57,9 @@ public class CleaningFunctionTest {
 		String json = IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/oa/graph/clean/result.json"));
 		Publication p_in = MAPPER.readValue(json, Publication.class);
 
+		assertTrue(p_in instanceof Result);
+		assertTrue(p_in instanceof Publication);
+
 		Publication p_out = OafCleaner.apply(p_in, mapping);
 
 		assertNotNull(p_out);
@@ -63,6 +67,9 @@ public class CleaningFunctionTest {
 		assertEquals("und", p_out.getLanguage().getClassid());
 		assertEquals("Undetermined", p_out.getLanguage().getClassname());
 
+		assertEquals("DE", p_out.getCountry().get(0).getClassid());
+		assertEquals("Germany", p_out.getCountry().get(0).getClassname());
+
 		assertEquals("0018", p_out.getInstance().get(0).getInstancetype().getClassid());
 		assertEquals("Annotation", p_out.getInstance().get(0).getInstancetype().getClassname());
 

dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/clean/result.json

@@ -202,6 +202,12 @@
   "contributor": [
   ],
   "country": [
+    {
+      "classid": "DE",
+      "classname": "DE",
+      "schemeid": "dnet:countries",
+      "schemename": "dnet:countries"
+    }
   ],
   "coverage": [
   ],

dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/export/DLIToOAF.scala

@@ -4,9 +4,12 @@ import java.time.LocalDateTime
 import java.time.format.DateTimeFormatter
 
 import eu.dnetlib.dhp.common.PacePerson
-import eu.dnetlib.dhp.schema.oaf.{Author, DataInfo, Dataset, Field, Instance, KeyValue, Publication, Qualifier, Relation, StructuredProperty}
+import eu.dnetlib.dhp.schema.action.AtomicAction
+import eu.dnetlib.dhp.schema.oaf.{Author, DataInfo, Dataset, ExternalReference, Field, Instance, KeyValue, Oaf, Publication, Qualifier, Relation, StructuredProperty}
 import eu.dnetlib.dhp.schema.scholexplorer.{DLIDataset, DLIPublication, DLIRelation}
+import eu.dnetlib.dhp.utils.DHPUtils
 import org.apache.commons.lang3.StringUtils
+import org.codehaus.jackson.map.ObjectMapper
 
 import scala.collection.JavaConverters._
 
@@ -77,6 +80,76 @@ object DLIToOAF {
   )
 
 
+  val rel_inverse: Map[String, String] = Map(
+    "isRelatedTo" -> "isRelatedTo",
+    "IsSupplementedBy" -> "isSupplementTo",
+    "cites" -> "IsCitedBy",
+    "IsCitedBy" -> "cites",
+    "reviews" -> "IsReviewedBy"
+  )
+
+
+  val PidTypeMap: Map[String, String] = Map(
+    "pbmid" -> "pmid",
+    "pmcid" -> "pmc",
+    "pmid" -> "pmid",
+    "pubmedid" -> "pmid",
+    "DOI" -> "doi",
+    "doi" -> "doi"
+  )
+
+
+  def toActionSet(item: Oaf): (String, String) = {
+    val mapper = new ObjectMapper()
+
+    item match {
+      case dataset: Dataset =>
+        val a: AtomicAction[Dataset] = new AtomicAction[Dataset]
+        a.setClazz(classOf[Dataset])
+        a.setPayload(dataset)
+        (dataset.getClass.getCanonicalName, mapper.writeValueAsString(a))
+      case publication: Publication =>
+        val a: AtomicAction[Publication] = new AtomicAction[Publication]
+        a.setClazz(classOf[Publication])
+        a.setPayload(publication)
+        (publication.getClass.getCanonicalName, mapper.writeValueAsString(a))
+      case relation: Relation =>
+        val a: AtomicAction[Relation] = new AtomicAction[Relation]
+        a.setClazz(classOf[Relation])
+        a.setPayload(relation)
+        (relation.getClass.getCanonicalName, mapper.writeValueAsString(a))
+      case _ =>
+        null
+    }
+  }
+
+  def convertClinicalTrial(dataset: DLIDataset): (String, String) = {
+    val currentId = generateId(dataset.getId)
+    val pids = dataset.getPid.asScala.filter(p => "clinicaltrials.gov".equalsIgnoreCase(p.getQualifier.getClassname)).map(p => s"50|r3111dacbab5::${DHPUtils.md5(p.getValue.toLowerCase())}")
+    if (pids.isEmpty)
+      null
+    else
+      (currentId, pids.head)
+  }
+
+
+  def insertExternalRefs(publication: Publication, externalReferences: List[DLIExternalReference]): Publication = {
+
+    val eRefs = externalReferences.map(e => {
+      val result = new ExternalReference()
+      result.setSitename(e.sitename)
+      result.setLabel(e.label)
+      result.setUrl(e.url)
+      result.setRefidentifier(e.pid)
+      result.setDataInfo(generateDataInfo())
+      result.setQualifier(createQualifier(e.classId, "dnet:externalReference_typologies"))
+      result
+    })
+    publication.setExternalReference(eRefs.asJava)
+    publication
+
+  }
+
   def filterPid(p: StructuredProperty): Boolean = {
     if (expectecdPidType.contains(p.getQualifier.getClassname) && p.getQualifier.getClassname.equalsIgnoreCase("url"))
       if (filteredURL.exists(u => p.getValue.contains(u)))
@@ -97,7 +170,6 @@ object DLIToOAF {
   }
 
   def convertDLIDatasetToExternalReference(dataset: DLIDataset): DLIExternalReference = {
-    val currentId = generateId(dataset.getId)
     val pids = dataset.getPid.asScala.filter(filterPid)
 
     if (pids == null || pids.isEmpty)
@@ -126,43 +198,50 @@ object DLIToOAF {
   }
 
 
-  def convertDLIPublicationToOAF(p: DLIPublication): Publication = {
+  def convertDLIPublicationToOAF(inputPublication: DLIPublication): Publication = {
-
     val result = new Publication
-    result.setId(generateId(p.getId))
+    val cleanedPids = inputPublication.getPid.asScala.filter(p => PidTypeMap.contains(p.getQualifier.getClassid))
+      .map(p => {
+            p.setQualifier(createQualifier(PidTypeMap(p.getQualifier.getClassid), p.getQualifier.getSchemeid))
+            p
+    })
+    if (cleanedPids.isEmpty)
+      return null
+    result.setId(generateId(inputPublication.getId))
     result.setDataInfo(generateDataInfo(invisibile = true))
-    if (p.getCollectedfrom == null || p.getCollectedfrom.size() == 0 || (p.getCollectedfrom.size() == 1 && p.getCollectedfrom.get(0) == null))
+    if (inputPublication.getCollectedfrom == null || inputPublication.getCollectedfrom.size() == 0 || (inputPublication.getCollectedfrom.size() == 1 && inputPublication.getCollectedfrom.get(0) == null))
       return null
-
+    result.setCollectedfrom(inputPublication.getCollectedfrom.asScala.map(c => collectedFromMap.getOrElse(c.getKey, null)).filter(p => p != null).asJava)
-    result.setCollectedfrom(p.getCollectedfrom.asScala.map(c => collectedFromMap.getOrElse(c.getKey, null)).asJava)
+    if(result.getCollectedfrom.isEmpty)
-    result.setPid(p.getPid)
+      return null
-    result.setDateofcollection(p.getDateofcollection)
+    result.setPid(cleanedPids.asJava)
-    result.setOriginalId(p.getPid.asScala.map(p => p.getValue).asJava)
+    result.setDateofcollection(inputPublication.getDateofcollection)
+    result.setOriginalId(inputPublication.getPid.asScala.map(p => p.getValue).asJava)
     result.setDateoftransformation(LocalDateTime.now().format(DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss'Z'")))
-    if (p.getAuthor == null || p.getAuthor.isEmpty)
+    if (inputPublication.getAuthor == null || inputPublication.getAuthor.isEmpty)
       return null
-    result.setAuthor(p.getAuthor.asScala.map(convertAuthor).asJava)
+    result.setAuthor(inputPublication.getAuthor.asScala.map(convertAuthor).asJava)
-    result.setResulttype(createQualifier(p.getResulttype.getClassid, p.getResulttype.getClassname, "dnet:result_typologies", "dnet:result_typologies"))
+    result.setResulttype(createQualifier(inputPublication.getResulttype.getClassid, inputPublication.getResulttype.getClassname, "dnet:result_typologies", "dnet:result_typologies"))
 
-    if (p.getSubject != null)
+    if (inputPublication.getSubject != null)
-      result.setSubject(p.getSubject.asScala.map(convertSubject).asJava)
+      result.setSubject(inputPublication.getSubject.asScala.map(convertSubject).asJava)
 
-    if (p.getTitle == null || p.getTitle.isEmpty)
+    if (inputPublication.getTitle == null || inputPublication.getTitle.isEmpty)
       return null
 
-    result.setTitle(List(patchTitle(p.getTitle.get(0))).asJava)
+    result.setTitle(List(patchTitle(inputPublication.getTitle.get(0))).asJava)
 
-    if (p.getRelevantdate == null || p.getRelevantdate.size() == 0)
+    if (inputPublication.getRelevantdate == null || inputPublication.getRelevantdate.size() == 0)
       return null
 
-    result.setRelevantdate(p.getRelevantdate.asScala.map(patchRelevantDate).asJava)
+    result.setRelevantdate(inputPublication.getRelevantdate.asScala.map(patchRelevantDate).asJava)
 
 
-    result.setDescription(p.getDescription)
+    result.setDescription(inputPublication.getDescription)
 
-    result.setDateofacceptance(asField(p.getRelevantdate.get(0).getValue))
+    result.setDateofacceptance(asField(inputPublication.getRelevantdate.get(0).getValue))
-    result.setPublisher(p.getPublisher)
+    result.setPublisher(inputPublication.getPublisher)
-    result.setSource(p.getSource)
+    result.setSource(inputPublication.getSource)
     result.setBestaccessright(createQualifier("UNKNOWN", "not available", "dnet:access_modes", "dnet:access_modes"))
 
     val dois = result.getPid.asScala.filter(p => "doi".equalsIgnoreCase(p.getQualifier.getClassname)).map(p => p.getValue)
@@ -170,7 +249,7 @@ object DLIToOAF {
       return null
 
 
-    val i: Instance = createInstance(s"https://dx.doi.org/${dois.head}", firstInstanceOrNull(p.getInstance()), result.getDateofacceptance)
+    val i: Instance = createInstance(s"https://dx.doi.org/${dois.head}", firstInstanceOrNull(inputPublication.getInstance()), result.getDateofacceptance)
 
     if (i != null)
       result.setInstance(List(i).asJava)
@@ -211,7 +290,9 @@ object DLIToOAF {
     val result: Dataset = new Dataset
     result.setId(generateId(d.getId))
     result.setDataInfo(generateDataInfo())
-    result.setCollectedfrom(d.getCollectedfrom.asScala.map(c => collectedFromMap.getOrElse(c.getKey, null)).asJava)
+    result.setCollectedfrom(d.getCollectedfrom.asScala.map(c => collectedFromMap.getOrElse(c.getKey, null)).filter(p => p != null).asJava)
+    if(result.getCollectedfrom.isEmpty)
+      return null
 
 
     result.setPid(d.getPid)
@@ -280,7 +361,7 @@ object DLIToOAF {
     if (dataset)
       i.setInstancetype(createQualifier("0021", "Dataset", "dnet:publication_resource", "dnet:publication_resource"))
     else
-      i.setInstancetype(createQualifier("0000", "UNKNOWN", "dnet:publication_resource", "dnet:publication_resource"))
+      i.setInstancetype(createQualifier("0000", "Unknown", "dnet:publication_resource", "dnet:publication_resource"))
     if (originalInstance != null && originalInstance.getHostedby != null)
       i.setHostedby(originalInstance.getHostedby)
 

dhp-workflows/dhp-graph-provision-scholexplorer/src/main/java/eu/dnetlib/dhp/export/SparkExportContentForOpenAire.scala

@@ -4,10 +4,16 @@ import eu.dnetlib.dhp.application.ArgumentApplicationParser
 import eu.dnetlib.dhp.schema.oaf.{Publication, Relation, Dataset => OafDataset}
 import eu.dnetlib.dhp.schema.scholexplorer.{DLIDataset, DLIPublication, DLIRelation}
 import org.apache.commons.io.IOUtils
+import org.apache.hadoop.io.Text
+import org.apache.hadoop.io.compress.GzipCodec
+import org.apache.hadoop.mapred.SequenceFileOutputFormat
 import org.apache.spark.rdd.RDD
 import org.apache.spark.sql.{Dataset, Encoder, Encoders, SaveMode, SparkSession}
+import org.apache.spark.sql.functions._
+import org.apache.spark.sql.expressions.Window
 import org.apache.spark.{SparkConf, SparkContext}
 import org.codehaus.jackson.map.ObjectMapper
+
 import scala.collection.mutable.ArrayBuffer
 
 
@@ -36,57 +42,66 @@ object SparkExportContentForOpenAire {
     implicit  val dliRelEncoder: Encoder[DLIRelation] = Encoders.bean(classOf[DLIRelation])
     import spark.implicits._
 
-//
+
-//    val relRDD:RDD[Relation] = sc.textFile(s"$workingPath/relation_j")
+    val relRDD:RDD[Relation] = sc.textFile(s"$workingPath/relation_j")
-//      .map(s => new ObjectMapper().readValue(s, classOf[DLIRelation]))
+      .map(s => new ObjectMapper().readValue(s, classOf[DLIRelation]))
-//      .filter(p => p.getDataInfo.getDeletedbyinference == false)
+      .filter(p => p.getDataInfo.getDeletedbyinference == false)
-//      .map(DLIToOAF.convertDLIRelation).filter(p=>p!= null)
+      .map(DLIToOAF.convertDLIRelation).filter(p=>p!= null)
-//    spark.createDataset(relRDD).write.mode(SaveMode.Overwrite).save(s"$workingPath/relationDS")
+    spark.createDataset(relRDD).write.mode(SaveMode.Overwrite).save(s"$workingPath/relationDS")
-//
+
-//    val datRDD:RDD[OafDataset] = sc.textFile(s"$workingPath/dataset")
+    val datRDD:RDD[OafDataset] = sc.textFile(s"$workingPath/dataset")
-//      .map(s => new ObjectMapper().readValue(s, classOf[DLIDataset]))
+      .map(s => new ObjectMapper().readValue(s, classOf[DLIDataset]))
-//      .filter(p => p.getDataInfo.getDeletedbyinference == false)
+      .filter(p => p.getDataInfo.getDeletedbyinference == false)
-//      .map(DLIToOAF.convertDLIDatasetTOOAF).filter(p=>p!= null)
+      .map(DLIToOAF.convertDLIDatasetTOOAF).filter(p=>p!= null)
-//    spark.createDataset(datRDD).write.mode(SaveMode.Overwrite).save(s"$workingPath/datasetDS")
+    spark.createDataset(datRDD).write.mode(SaveMode.Overwrite).save(s"$workingPath/datasetDS")
-//
+
-//
+
-//    val pubRDD:RDD[Publication] = sc.textFile(s"$workingPath/publication")
+    val pubRDD:RDD[Publication] = sc.textFile(s"$workingPath/publication")
-//      .map(s => new ObjectMapper().readValue(s, classOf[DLIPublication]))
+      .map(s => new ObjectMapper().readValue(s, classOf[DLIPublication]))
-//      .filter(p => p.getDataInfo.getDeletedbyinference == false)
+      .filter(p => p.getDataInfo.getDeletedbyinference == false)
-//      .map(DLIToOAF.convertDLIPublicationToOAF).filter(p=>p!= null)
+      .map(DLIToOAF.convertDLIPublicationToOAF).filter(p=>p!= null)
-//    spark.createDataset(pubRDD).write.mode(SaveMode.Overwrite).save(s"$workingPath/publicationDS")
+    spark.createDataset(pubRDD).write.mode(SaveMode.Overwrite).save(s"$workingPath/publicationDS")
-//
+
-//
+
-//
+
-//    val pubs:Dataset[Publication] = spark.read.load(s"$workingPath/publicationDS").as[Publication]
+    val pubs:Dataset[Publication] = spark.read.load(s"$workingPath/publicationDS").as[Publication]
-//    val dats :Dataset[OafDataset] = spark.read.load(s"$workingPath/datasetDS").as[OafDataset]
+    val dats :Dataset[OafDataset] = spark.read.load(s"$workingPath/datasetDS").as[OafDataset]
-    var relDS :Dataset[Relation] = spark.read.load(s"$workingPath/relationDS").as[Relation]
+    val relDS1 :Dataset[Relation] = spark.read.load(s"$workingPath/relationDS").as[Relation]
-//
+
-//
+
-//    pubs.joinWith(relDS, pubs("id").equalTo(relDS("source"))).map(k => k._2).write.mode(SaveMode.Overwrite).save(s"$workingPath/relationDS_f1")
+    val pub_id = pubs.select("id").distinct()
-//
+    val dat_id = dats.select("id").distinct()
-//    relDS= spark.read.load(s"$workingPath/relationDS_f1").as[Relation]
+
-//
+
-//    relDS.joinWith(dats, relDS("target").equalTo(dats("id"))).map(k => k._1).write.mode(SaveMode.Overwrite).save(s"$workingPath/relationDS_filtered")
+    pub_id.joinWith(relDS1, pub_id("id").equalTo(relDS1("source"))).map(k => k._2).write.mode(SaveMode.Overwrite).save(s"$workingPath/relationDS_f1")
-//
+
-//
+    val relDS2= spark.read.load(s"$workingPath/relationDS_f1").as[Relation]
-//    val r_source = relDS.select(relDS("source")).distinct()
+
-//    val r_target = relDS.select(relDS("source")).distinct()
+    relDS2.joinWith(dat_id, relDS2("target").equalTo(dats("id"))).map(k => k._1).write.mode(SaveMode.Overwrite).save(s"$workingPath/relationDS_filtered")
-//
+
-//
+
-//    pubs.joinWith(r_source, pubs("id").equalTo(r_source("source")), "inner").map(k => k._1).write.mode(SaveMode.Overwrite).save(s"$workingPath/publicationDS_filtered")
+    val r_source = relDS2.select(relDS2("source")).distinct()
-//
+    val r_target = relDS2.select(relDS2("target")).distinct()
-//    dats.joinWith(r_target, dats("id").equalTo(r_target("target")), "inner").map(k => k._1).write.mode(SaveMode.Overwrite).save(s"$workingPath/datasetDS_filtered")
+
-//
+
-//    spark.createDataset(sc.textFile(s"$workingPath/dataset")
+    val w2 = Window.partitionBy("id").orderBy("lastupdatetimestamp")
-//      .map(s => new ObjectMapper().readValue(s, classOf[DLIDataset]))
+
-//      .map(DLIToOAF.convertDLIDatasetToExternalReference)
+    pubs.joinWith(r_source, pubs("id").equalTo(r_source("source")), "inner").map(k => k._1)
-//      .filter(p => p != null)).as[DLIExternalReference].write.mode(SaveMode.Overwrite).save(s"$workingPath/externalReference")
+      .withColumn("row",row_number.over(w2)).where($"row" === 1).drop("row")
-//
+      .write.mode(SaveMode.Overwrite).save(s"$workingPath/publicationDS_filtered")
+
+    dats.joinWith(r_target, dats("id").equalTo(r_target("target")), "inner").map(k => k._1)
+      .withColumn("row",row_number.over(w2)).where($"row" === 1).drop("row")
+      .write.mode(SaveMode.Overwrite).save(s"$workingPath/datasetAS")
+
+    spark.createDataset(sc.textFile(s"$workingPath/dataset")
+      .map(s => new ObjectMapper().readValue(s, classOf[DLIDataset]))
+      .map(DLIToOAF.convertDLIDatasetToExternalReference)
+      .filter(p => p != null)).as[DLIExternalReference].write.mode(SaveMode.Overwrite).save(s"$workingPath/externalReference")
 
     val pf = spark.read.load(s"$workingPath/publicationDS_filtered").select("id")
-    relDS  = spark.read.load(s"$workingPath/relationDS").as[Relation]
+    val relDS3  = spark.read.load(s"$workingPath/relationDS").as[Relation]
-    val relationTo = pf.joinWith(relDS, pf("id").equalTo(relDS("source")),"inner").map(t =>t._2)
+    val relationTo = pf.joinWith(relDS3, pf("id").equalTo(relDS3("source")),"inner").map(t =>t._2)
 
     val extRef =  spark.read.load(s"$workingPath/externalReference").as[DLIExternalReference]
 
@@ -100,11 +115,64 @@ object SparkExportContentForOpenAire {
       (f._1, dli_ext)
     })).write.mode(SaveMode.Overwrite).save(s"$workingPath/externalReference_grouped")
 
+    val pubf :Dataset[Publication] = spark.read.load(s"$workingPath/publicationDS_filtered").as[Publication]
+
+    val groupedERf:Dataset[(String, List[DLIExternalReference])]= spark.read.load(s"$workingPath/externalReference_grouped").as[(String, List[DLIExternalReference])]
+
+    groupedERf.joinWith(pubf,pubf("id").equalTo(groupedERf("_1"))).map(t =>
+      {
+        val publication = t._2
+        if (t._1 != null) {
+          val eRefs = t._1._2
+          DLIToOAF.insertExternalRefs(publication, eRefs)
+
+        } else
+          publication
+      }
+    ).write.mode(SaveMode.Overwrite).save(s"$workingPath/publicationAS")
 
 
+    spark.createDataset(sc.textFile(s"$workingPath/dataset")
+      .map(s => new ObjectMapper().readValue(s, classOf[DLIDataset]))
+      .map(DLIToOAF.convertClinicalTrial)
+      .filter(p => p != null))
+      .write.mode(SaveMode.Overwrite).save(s"$workingPath/clinicalTrials")
+
+    val ct:Dataset[(String,String)] = spark.read.load(s"$workingPath/clinicalTrials").as[(String,String)]
+
+    val relDS= spark.read.load(s"$workingPath/relationDS_f1").as[Relation]
+
+    relDS.joinWith(ct, relDS("target").equalTo(ct("_1")), "inner")
+      .map(k =>{
+        val currentRel = k._1
+        currentRel.setTarget(k._2._2)
+        currentRel
+      }).write.mode(SaveMode.Overwrite).save(s"$workingPath/clinicalTrialsRels")
 
 
+    val clRels:Dataset[Relation] = spark.read.load(s"$workingPath/clinicalTrialsRels").as[Relation]
+    val rels:Dataset[Relation] = spark.read.load(s"$workingPath/relationDS_filtered").as[Relation]
 
+    rels.union(clRels).flatMap(r => {
+      val inverseRel = new Relation
+      inverseRel.setSource(r.getTarget)
+      inverseRel.setTarget(r.getSource)
+      inverseRel.setDataInfo(r.getDataInfo)
+      inverseRel.setCollectedfrom(r.getCollectedfrom)
+      inverseRel.setRelType(r.getRelType)
+      inverseRel.setSubRelType(r.getSubRelType)
+      inverseRel.setRelClass(DLIToOAF.rel_inverse(r.getRelClass))
+      List(r, inverseRel)
+    }).write.mode(SaveMode.Overwrite).save(s"$workingPath/relationAS")
+
+
+    val fRels:Dataset[(String,String)] = spark.read.load(s"$workingPath/relationAS").as[Relation].map(DLIToOAF.toActionSet)
+    val fpubs:Dataset[(String,String)] = spark.read.load(s"$workingPath/publicationAS").as[Publication].map(DLIToOAF.toActionSet)
+    val fdats:Dataset[(String,String)] = spark.read.load(s"$workingPath/datasetAS").as[OafDataset].map(DLIToOAF.toActionSet)
+
+
+    fRels.union(fpubs).union(fdats).rdd.map(s => (new Text(s._1), new Text(s._2))).saveAsHadoopFile(s"$workingPath/rawset", classOf[Text], classOf[Text], classOf[SequenceFileOutputFormat[Text,Text]], classOf[GzipCodec])
+  }
 
 
 
@@ -113,6 +181,4 @@ object SparkExportContentForOpenAire {
 
 
 
-  }
-
 }