From 8e8933d41abb871e49e20d7046f235afc6ed875b Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Thu, 14 Apr 2022 09:04:24 +0200
Subject: [PATCH 01/23] [BulkTagging] added fix if result.dataInfo is null

---
 .../main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java    | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java b/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
index 1a0afb981..6664d36ec 100644
--- a/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
+++ b/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
@@ -5,6 +5,7 @@ import static eu.dnetlib.dhp.PropagationConstant.removeOutputDir;
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 
 import java.util.ArrayList;
+import java.util.Objects;
 import java.util.Optional;
 
 import org.apache.commons.io.IOUtils;
@@ -102,6 +103,7 @@ public class SparkBulkTagJob {
 		ResultTagger resultTagger = new ResultTagger();
 		readPath(spark, inputPath, resultClazz)
 			.map(patchResult(), Encoders.bean(resultClazz))
+				.filter(Objects::nonNull)
 			.map(
 				(MapFunction<R, R>) value -> resultTagger
 					.enrichContextCriteria(
@@ -124,6 +126,9 @@ public class SparkBulkTagJob {
 	// TODO remove this hack as soon as the values fixed by this method will be provided as NON null
 	private static <R extends Result> MapFunction<R, R> patchResult() {
 		return r -> {
+			if(r.getDataInfo() == null){
+				return null;
+			}
 			if (r.getDataInfo().getDeletedbyinference() == null) {
 				r.getDataInfo().setDeletedbyinference(false);
 			}

From c5a863132c124e25d1b75ca8d7c8546a7db33043 Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Thu, 14 Apr 2022 14:14:13 +0200
Subject: [PATCH 02/23] [BulkTagging] revert it

---
 .../src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java  | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java b/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
index 6664d36ec..ad1e8721a 100644
--- a/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
+++ b/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
@@ -126,9 +126,6 @@ public class SparkBulkTagJob {
 	// TODO remove this hack as soon as the values fixed by this method will be provided as NON null
 	private static <R extends Result> MapFunction<R, R> patchResult() {
 		return r -> {
-			if(r.getDataInfo() == null){
-				return null;
-			}
 			if (r.getDataInfo().getDeletedbyinference() == null) {
 				r.getDataInfo().setDeletedbyinference(false);
 			}

From d580e154424a8f211cf35ab1cae079f2624b8e44 Mon Sep 17 00:00:00 2001
From: Sandro La Bruzzo <sandro.labruzzo@gmail.com>
Date: Thu, 21 Apr 2022 11:06:08 +0200
Subject: [PATCH 03/23] Modified last intersection since we lost many titles.
 this is my last resource, after that, I've to  change my job

---
 .../doiboost/SparkGenerateDoiBoost.scala      | 37 +++++++++++++++++--
 1 file changed, 34 insertions(+), 3 deletions(-)

diff --git a/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala b/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
index 79b9e8183..bc26e44d6 100644
--- a/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
+++ b/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
@@ -60,7 +60,7 @@ object SparkGenerateDoiBoost {
     val openaireOrganizationPath = parser.get("openaireOrganizationPath")
 
     val crossrefAggregator = new Aggregator[(String, Publication), Publication, Publication] with Serializable {
-      override def zero: Publication = new Publication
+      override def zero: Publication = null
 
       override def reduce(b: Publication, a: (String, Publication)): Publication = {
 
@@ -177,12 +177,43 @@ object SparkGenerateDoiBoost {
       .map(DoiBoostMappingUtil.fixPublication)
       .map(p => (p.getId, p))
       .groupByKey(_._1)
-      .agg(crossrefAggregator.toColumn)
-      .map(p => p._2)
+      .reduceGroups((left, right) =>
+        {
+          //Check left is not  null
+          if (left != null && left._1 != null)
+          {
+              //If right is null then return left
+              if (right == null || right._2 == null)
+                left
+              else {
+                // Here Left and Right are not null
+                // So we have to merge
+                val b1 = left._2
+                val b2 = right._2
+                b1.mergeFrom(b2)
+                b1.mergeOAFDataInfo(b2)
+                val authors = AuthorMerger.mergeAuthor(b1.getAuthor, b2.getAuthor)
+                b1.setAuthor(authors)
+                if (b2.getId != null && b2.getId.nonEmpty)
+                  b1.setId(b2.getId)
+                //Return publication Merged
+                (b1.getId, b1)
+              }
+            }
+          else {
+            // Left is Null so we return right
+            right
+          }
+        }
+
+      )
+      .filter(s => s!= null && s._2!=null)
+      .map(s => s._2)
       .write
       .mode(SaveMode.Overwrite)
       .save(s"$workingDirPath/doiBoostPublicationFiltered")
 
+
     val affiliationPath = parser.get("affiliationPath")
     val paperAffiliationPath = parser.get("paperAffiliationPath")
 

From d660895b309d185e84c4ea3d55d1c1351820f0b2 Mon Sep 17 00:00:00 2001
From: Sandro La Bruzzo <sandro.labruzzo@gmail.com>
Date: Thu, 21 Apr 2022 20:41:13 +0200
Subject: [PATCH 04/23] fixed wrong mapping type of dataset

---
 .../main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala b/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
index bc26e44d6..fbe42ef7c 100644
--- a/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
+++ b/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
@@ -208,7 +208,7 @@ object SparkGenerateDoiBoost {
 
       )
       .filter(s => s!= null && s._2!=null)
-      .map(s => s._2)
+      .map(s => s._2._2)
       .write
       .mode(SaveMode.Overwrite)
       .save(s"$workingDirPath/doiBoostPublicationFiltered")

From 2a8e0fb72f10ca5a1ae4496e24649e9e86d9f1e7 Mon Sep 17 00:00:00 2001
From: Claudio Atzori <claudio.atzori@isti.cnr.it>
Date: Mon, 9 May 2022 16:06:04 +0200
Subject: [PATCH 05/23] [openorgs] mapping parent/child relations without
 massaging the semantic labels

---
 .../dhp/oa/graph/raw/MigrateDbEntitiesApplication.java       | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java
index b5801ca5c..3e23e3493 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/raw/MigrateDbEntitiesApplication.java
@@ -711,10 +711,7 @@ public class MigrateDbEntitiesApplication extends AbstractMigrationApplication i
 			final Relation r = new Relation();
 			r.setRelType(ORG_ORG_RELTYPE);
 			r.setSubRelType(ModelConstants.RELATIONSHIP);
-			r
-				.setRelClass(
-					rs.getString("type").equalsIgnoreCase("parent") ? ModelConstants.IS_PARENT_OF
-						: ModelConstants.IS_CHILD_OF);
+			r.setRelClass(rs.getString("type"));
 			r.setSource(orgId1);
 			r.setTarget(orgId2);
 			r.setCollectedfrom(collectedFrom);

From 6031acb2e3a0a268ac2a837183d35a54999c5c91 Mon Sep 17 00:00:00 2001
From: Claudio Atzori <claudio.atzori@isti.cnr.it>
Date: Mon, 16 May 2022 09:20:30 +0200
Subject: [PATCH 06/23] [openorgs] fixed parent/child query, using the correct
 semantic labels

---
 .../dnetlib/dhp/oa/graph/sql/queryParentChildRelsOpenOrgs.sql   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/sql/queryParentChildRelsOpenOrgs.sql b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/sql/queryParentChildRelsOpenOrgs.sql
index 388fee3f5..0ac843401 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/sql/queryParentChildRelsOpenOrgs.sql
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/sql/queryParentChildRelsOpenOrgs.sql
@@ -10,4 +10,4 @@ SELECT
 	'OpenOrgs Database'                                            AS collectedfromname,
 	'sysimport:crosswalk:entityregistry@@@dnet:provenance_actions' AS provenanceaction
 FROM relationships
-WHERE reltype = 'Child' OR reltype = 'Parent'
\ No newline at end of file
+WHERE reltype = 'IsChildOf' OR reltype = 'IsParentOf'
\ No newline at end of file

From 46c07e0724f655d8cc86e6af1a4ec34fd19d7d21 Mon Sep 17 00:00:00 2001
From: "michele.artini" <michele.artini@isti.cnr.it>
Date: Mon, 16 May 2022 09:39:54 +0200
Subject: [PATCH 07/23] deleted hierarchical rels from ror action set

---
 .../ror/GenerateRorActionSetJob.java          | 62 ++++---------------
 1 file changed, 11 insertions(+), 51 deletions(-)

diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java
index e4d458780..6c76f8a4d 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java
@@ -3,7 +3,6 @@ package eu.dnetlib.dhp.actionmanager.ror;
 
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 import static eu.dnetlib.dhp.schema.common.ModelConstants.ENTITYREGISTRY_PROVENANCE_ACTION;
-import static eu.dnetlib.dhp.schema.common.ModelConstants.ORG_ORG_RELTYPE;
 import static eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils.dataInfo;
 import static eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils.field;
 import static eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils.listKeyValues;
@@ -39,7 +38,6 @@ import org.slf4j.LoggerFactory;
 import com.fasterxml.jackson.databind.ObjectMapper;
 
 import eu.dnetlib.dhp.actionmanager.ror.model.ExternalIdType;
-import eu.dnetlib.dhp.actionmanager.ror.model.Relationship;
 import eu.dnetlib.dhp.actionmanager.ror.model.RorOrganization;
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.common.HdfsSupport;
@@ -51,7 +49,6 @@ import eu.dnetlib.dhp.schema.oaf.KeyValue;
 import eu.dnetlib.dhp.schema.oaf.Oaf;
 import eu.dnetlib.dhp.schema.oaf.Organization;
 import eu.dnetlib.dhp.schema.oaf.Qualifier;
-import eu.dnetlib.dhp.schema.oaf.Relation;
 import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
 import eu.dnetlib.dhp.utils.DHPUtils;
 import scala.Tuple2;
@@ -64,21 +61,17 @@ public class GenerateRorActionSetJob {
 
 	private static final String ROR_NS_PREFIX = "ror_________";
 
-	private static final List<KeyValue> ROR_COLLECTED_FROM = listKeyValues(
-		"10|openaire____::993a7ae7a863813cf95028b50708e222", "ROR");
+	private static final List<KeyValue> ROR_COLLECTED_FROM = listKeyValues("10|openaire____::993a7ae7a863813cf95028b50708e222", "ROR");
 
-	private static final DataInfo ROR_DATA_INFO = dataInfo(
-		false, "", false, false, ENTITYREGISTRY_PROVENANCE_ACTION, "0.92");
+	private static final DataInfo ROR_DATA_INFO = dataInfo(false, "", false, false, ENTITYREGISTRY_PROVENANCE_ACTION, "0.92");
 
-	private static final Qualifier ROR_PID_TYPE = qualifier(
-		"ROR", "ROR", ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
+	private static final Qualifier ROR_PID_TYPE = qualifier("ROR", "ROR", ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
 
 	public static void main(final String[] args) throws Exception {
 
 		final String jsonConfiguration = IOUtils
-			.toString(
-				GenerateRorActionSetJob.class
-					.getResourceAsStream("/eu/dnetlib/dhp/actionmanager/ror/action_set_parameters.json"));
+			.toString(GenerateRorActionSetJob.class
+				.getResourceAsStream("/eu/dnetlib/dhp/actionmanager/ror/action_set_parameters.json"));
 
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
 
@@ -116,9 +109,8 @@ public class GenerateRorActionSetJob {
 		readInputPath(spark, inputPath)
 			.map(GenerateRorActionSetJob::convertRorOrg)
 			.flatMap(List::iterator)
-			.mapToPair(
-				aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
-					new Text(OBJECT_MAPPER.writeValueAsString(aa))))
+			.mapToPair(aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
+				new Text(OBJECT_MAPPER.writeValueAsString(aa))))
 			.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class);
 	}
 
@@ -153,12 +145,9 @@ public class GenerateRorActionSetJob {
 		o.setEcnutscode(null);
 		if (r.getCountry() != null) {
 			o
-				.setCountry(
-					qualifier(
-						r.getCountry().getCountryCode(), r
-							.getCountry()
-							.getCountryName(),
-						ModelConstants.DNET_COUNTRY_TYPE, ModelConstants.DNET_COUNTRY_TYPE));
+				.setCountry(qualifier(r.getCountry().getCountryCode(), r
+					.getCountry()
+					.getCountryName(), ModelConstants.DNET_COUNTRY_TYPE, ModelConstants.DNET_COUNTRY_TYPE));
 		} else {
 			o.setCountry(null);
 		}
@@ -168,38 +157,10 @@ public class GenerateRorActionSetJob {
 		final List<AtomicAction<? extends Oaf>> res = new ArrayList<>();
 		res.add(new AtomicAction<>(Organization.class, o));
 
-		for (final Relationship rorRel : r.getRelationships()) {
-			if (rorRel.getType().equalsIgnoreCase("parent")) {
-				final String orgId1 = calculateOpenaireId(r.getId());
-				final String orgId2 = calculateOpenaireId(rorRel.getId());
-				res
-					.add(
-						new AtomicAction<>(Relation.class,
-							calculateHierarchyRel(orgId1, orgId2, ModelConstants.IS_PARENT_OF)));
-				res
-					.add(
-						new AtomicAction<>(Relation.class,
-							calculateHierarchyRel(orgId2, orgId1, ModelConstants.IS_CHILD_OF)));
-			}
-		}
-
 		return res;
 
 	}
 
-	private static Relation calculateHierarchyRel(final String source, final String target, final String relClass) {
-		final Relation rel = new Relation();
-		rel.setSource(source);
-		rel.setTarget(target);
-		rel.setRelType(ORG_ORG_RELTYPE);
-		rel.setSubRelType(ModelConstants.RELATIONSHIP);
-		rel.setRelClass(relClass);
-		rel.setCollectedfrom(ROR_COLLECTED_FROM);
-		rel.setDataInfo(ROR_DATA_INFO);
-		rel.setLastupdatetimestamp(System.currentTimeMillis());
-		return rel;
-	}
-
 	private static String calculateOpenaireId(final String rorId) {
 		return String.format("20|%s::%s", ROR_NS_PREFIX, DHPUtils.md5(rorId));
 	}
@@ -212,8 +173,7 @@ public class GenerateRorActionSetJob {
 			final String type = e.getKey();
 			final List<String> all = e.getValue().getAll();
 			if (all != null) {
-				final Qualifier qualifier = qualifier(
-					type, type, ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
+				final Qualifier qualifier = qualifier(type, type, ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
 				for (final String pid : all) {
 					pids
 						.add(structuredProperty(pid, qualifier, ROR_DATA_INFO));

From 52cb086506161dfdbd98a331b4ff004e5fb8f2bd Mon Sep 17 00:00:00 2001
From: Claudio Atzori <claudio.atzori@isti.cnr.it>
Date: Mon, 16 May 2022 12:07:40 +0200
Subject: [PATCH 08/23] [graph grouping] drop relation target path before
 copying from source

---
 .../dnetlib/dhp/oa/graph/group/oozie_app/workflow.xml  | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/group/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/group/oozie_app/workflow.xml
index f77b46105..888a873c5 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/group/oozie_app/workflow.xml
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/group/oozie_app/workflow.xml
@@ -283,7 +283,15 @@
         <error to="Kill"/>
     </action>
 
-    <join name="wait_dispatch" to="copy_relation"/>
+    <join name="wait_dispatch" to="delete_target_relation"/>
+
+    <action name="delete_target_relation">
+        <fs>
+            <delete path="${nameNode}/${graphOutputPath}/relation"/>
+        </fs>
+        <ok to="copy_relation"/>
+        <error to="Kill"/>
+    </action>
 
     <action name="copy_relation">
         <distcp xmlns="uri:oozie:distcp-action:0.2">

From 8dd5517548d1224e5067c4f48c68bda5817431ca Mon Sep 17 00:00:00 2001
From: Claudio Atzori <claudio.atzori@isti.cnr.it>
Date: Mon, 16 May 2022 14:35:24 +0200
Subject: [PATCH 09/23] code formatting

---
 .../ror/GenerateRorActionSetJob.java          | 31 +++++++----
 .../doiboost/SparkGenerateDoiBoost.scala      | 52 ++++++++-----------
 2 files changed, 43 insertions(+), 40 deletions(-)

diff --git a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java
index 6c76f8a4d..6b5bed5b8 100644
--- a/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java
+++ b/dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/ror/GenerateRorActionSetJob.java
@@ -61,17 +61,21 @@ public class GenerateRorActionSetJob {
 
 	private static final String ROR_NS_PREFIX = "ror_________";
 
-	private static final List<KeyValue> ROR_COLLECTED_FROM = listKeyValues("10|openaire____::993a7ae7a863813cf95028b50708e222", "ROR");
+	private static final List<KeyValue> ROR_COLLECTED_FROM = listKeyValues(
+		"10|openaire____::993a7ae7a863813cf95028b50708e222", "ROR");
 
-	private static final DataInfo ROR_DATA_INFO = dataInfo(false, "", false, false, ENTITYREGISTRY_PROVENANCE_ACTION, "0.92");
+	private static final DataInfo ROR_DATA_INFO = dataInfo(
+		false, "", false, false, ENTITYREGISTRY_PROVENANCE_ACTION, "0.92");
 
-	private static final Qualifier ROR_PID_TYPE = qualifier("ROR", "ROR", ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
+	private static final Qualifier ROR_PID_TYPE = qualifier(
+		"ROR", "ROR", ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
 
 	public static void main(final String[] args) throws Exception {
 
 		final String jsonConfiguration = IOUtils
-			.toString(GenerateRorActionSetJob.class
-				.getResourceAsStream("/eu/dnetlib/dhp/actionmanager/ror/action_set_parameters.json"));
+			.toString(
+				GenerateRorActionSetJob.class
+					.getResourceAsStream("/eu/dnetlib/dhp/actionmanager/ror/action_set_parameters.json"));
 
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
 
@@ -109,8 +113,9 @@ public class GenerateRorActionSetJob {
 		readInputPath(spark, inputPath)
 			.map(GenerateRorActionSetJob::convertRorOrg)
 			.flatMap(List::iterator)
-			.mapToPair(aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
-				new Text(OBJECT_MAPPER.writeValueAsString(aa))))
+			.mapToPair(
+				aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
+					new Text(OBJECT_MAPPER.writeValueAsString(aa))))
 			.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class);
 	}
 
@@ -145,9 +150,12 @@ public class GenerateRorActionSetJob {
 		o.setEcnutscode(null);
 		if (r.getCountry() != null) {
 			o
-				.setCountry(qualifier(r.getCountry().getCountryCode(), r
-					.getCountry()
-					.getCountryName(), ModelConstants.DNET_COUNTRY_TYPE, ModelConstants.DNET_COUNTRY_TYPE));
+				.setCountry(
+					qualifier(
+						r.getCountry().getCountryCode(), r
+							.getCountry()
+							.getCountryName(),
+						ModelConstants.DNET_COUNTRY_TYPE, ModelConstants.DNET_COUNTRY_TYPE));
 		} else {
 			o.setCountry(null);
 		}
@@ -173,7 +181,8 @@ public class GenerateRorActionSetJob {
 			final String type = e.getKey();
 			final List<String> all = e.getValue().getAll();
 			if (all != null) {
-				final Qualifier qualifier = qualifier(type, type, ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
+				final Qualifier qualifier = qualifier(
+					type, type, ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES);
 				for (final String pid : all) {
 					pids
 						.add(structuredProperty(pid, qualifier, ROR_DATA_INFO));
diff --git a/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala b/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
index fbe42ef7c..72b93749b 100644
--- a/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
+++ b/dhp-workflows/dhp-doiboost/src/main/scala/eu/dnetlib/doiboost/SparkGenerateDoiBoost.scala
@@ -177,43 +177,37 @@ object SparkGenerateDoiBoost {
       .map(DoiBoostMappingUtil.fixPublication)
       .map(p => (p.getId, p))
       .groupByKey(_._1)
-      .reduceGroups((left, right) =>
-        {
-          //Check left is not  null
-          if (left != null && left._1 != null)
-          {
-              //If right is null then return left
-              if (right == null || right._2 == null)
-                left
-              else {
-                // Here Left and Right are not null
-                // So we have to merge
-                val b1 = left._2
-                val b2 = right._2
-                b1.mergeFrom(b2)
-                b1.mergeOAFDataInfo(b2)
-                val authors = AuthorMerger.mergeAuthor(b1.getAuthor, b2.getAuthor)
-                b1.setAuthor(authors)
-                if (b2.getId != null && b2.getId.nonEmpty)
-                  b1.setId(b2.getId)
-                //Return publication Merged
-                (b1.getId, b1)
-              }
-            }
+      .reduceGroups((left, right) => {
+        //Check left is not  null
+        if (left != null && left._1 != null) {
+          //If right is null then return left
+          if (right == null || right._2 == null)
+            left
           else {
-            // Left is Null so we return right
-            right
+            // Here Left and Right are not null
+            // So we have to merge
+            val b1 = left._2
+            val b2 = right._2
+            b1.mergeFrom(b2)
+            b1.mergeOAFDataInfo(b2)
+            val authors = AuthorMerger.mergeAuthor(b1.getAuthor, b2.getAuthor)
+            b1.setAuthor(authors)
+            if (b2.getId != null && b2.getId.nonEmpty)
+              b1.setId(b2.getId)
+            //Return publication Merged
+            (b1.getId, b1)
           }
+        } else {
+          // Left is Null so we return right
+          right
         }
-
-      )
-      .filter(s => s!= null && s._2!=null)
+      })
+      .filter(s => s != null && s._2 != null)
       .map(s => s._2._2)
       .write
       .mode(SaveMode.Overwrite)
       .save(s"$workingDirPath/doiBoostPublicationFiltered")
 
-
     val affiliationPath = parser.get("affiliationPath")
     val paperAffiliationPath = parser.get("paperAffiliationPath")
 

From 1dda11e0319eebe5ec3a772b1fafd6c75912ff56 Mon Sep 17 00:00:00 2001
From: Claudio Atzori <claudio.atzori@isti.cnr.it>
Date: Mon, 16 May 2022 15:53:27 +0200
Subject: [PATCH 10/23] [hb patch] updated map

---
 .../eu/dnetlib/dhp/datacite/hostedBy_map.json     | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/datacite/hostedBy_map.json b/dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/datacite/hostedBy_map.json
index 947a9a255..ecae6811a 100644
--- a/dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/datacite/hostedBy_map.json
+++ b/dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/datacite/hostedBy_map.json
@@ -15,7 +15,7 @@
   "official_name": "Aperta TÜBİTAK Open Archive"
  },
  "BL.CAM": {
-  "openaire_id": "re3data_____::r3d100010620",
+  "openaire_id": "opendoar____::109",
   "datacite_name": "Apollo",
   "official_name": "Apollo"
  },
@@ -196,7 +196,7 @@
  },
  "CSIC.DIGITAL": {
   "openaire_id": "re3data_____::r3d100011076",
-  "datacite_name": "DIGITAL.CSIC",
+  "datacite_name": "Digital CSIC",
   "official_name": "DIGITAL.CSIC"
  },
  "BL.DRI": {
@@ -644,6 +644,11 @@
   "datacite_name": "PANGAEA",
   "official_name": "PANGAEA"
  },
+ "TIB.PANGAEA": {
+  "openaire_id": "re3data_____::r3d100010134",
+  "datacite_name": "PANGAEA",
+  "official_name": "PANGAEA"
+ },
  "NASAPDS.NASAPDS": {
   "openaire_id": "re3data_____::r3d100010121",
   "datacite_name": "PDS",
@@ -896,7 +901,7 @@
  },
  "FIGSHARE.UCT": {
   "openaire_id": "re3data_____::r3d100012633",
-  "datacite_name": "ZivaHub",
+  "datacite_name": "University of Cape Town (UCT)",
   "official_name": "ZivaHub"
  },
  "BL.UCLAN": {
@@ -1030,9 +1035,9 @@
   "official_name": "ZBW Journal Data Archive"
  },
  "CERN.ZENODO": {
-  "openaire_id": "re3data_____::r3d100010468",
+  "openaire_id": "opendoar____::2659",
   "datacite_name": "Zenodo",
-  "official_name": "Zenodo"
+  "official_name": "ZENODO"
  },
  "ZBW.ZEW": {
   "openaire_id": "re3data_____::r3d100010399",

From ab8868bd3a5b170efc1d2fdc62812a6b308c589f Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Wed, 8 Jun 2022 17:03:15 +0200
Subject: [PATCH 11/23] [ZENODO-API] changed to iterate in all the deposited
 products and not just the last ten

---
 .../dhp/common/api/ZenodoAPIClient.java       | 29 ++++++++++++-------
 1 file changed, 18 insertions(+), 11 deletions(-)

diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java b/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java
index 3f5c6ad4a..56366bc72 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java
@@ -191,7 +191,7 @@ public class ZenodoAPIClient implements Serializable {
 	 * @throws MissingConceptDoiException
 	 */
 	public int newVersion(String concept_rec_id) throws IOException, MissingConceptDoiException {
-		setDepositionId(concept_rec_id);
+		setDepositionId(concept_rec_id, 1);
 		String json = "{}";
 
 		OkHttpClient httpClient = new OkHttpClient.Builder().connectTimeout(600, TimeUnit.SECONDS).build();
@@ -253,9 +253,9 @@ public class ZenodoAPIClient implements Serializable {
 
 	}
 
-	private void setDepositionId(String concept_rec_id) throws IOException, MissingConceptDoiException {
+	private void setDepositionId(String concept_rec_id, Integer page) throws IOException, MissingConceptDoiException {
 
-		ZenodoModelList zenodoModelList = new Gson().fromJson(getPrevDepositions(), ZenodoModelList.class);
+		ZenodoModelList zenodoModelList = new Gson().fromJson(getPrevDepositions(String.valueOf(page)), ZenodoModelList.class);
 
 		for (ZenodoModel zm : zenodoModelList) {
 			if (zm.getConceptrecid().equals(concept_rec_id)) {
@@ -263,20 +263,26 @@ public class ZenodoAPIClient implements Serializable {
 				return;
 			}
 		}
-
-		throw new MissingConceptDoiException("The concept record id specified was missing in the list of depositions");
+		if(zenodoModelList.size() == 0)
+			throw new MissingConceptDoiException("The concept record id specified was missing in the list of depositions");
+		setDepositionId(concept_rec_id, page + 1);
 
 	}
 
-	private String getPrevDepositions() throws IOException {
+	private String getPrevDepositions(String page) throws IOException {
+
 		OkHttpClient httpClient = new OkHttpClient.Builder().connectTimeout(600, TimeUnit.SECONDS).build();
 
+		HttpUrl.Builder urlBuilder = HttpUrl.parse(urlString).newBuilder();
+		urlBuilder.addQueryParameter("page", page);
+		String url = urlBuilder.build().toString();
+
 		Request request = new Request.Builder()
-			.url(urlString)
-			.addHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.toString()) // add request headers
-			.addHeader(HttpHeaders.AUTHORIZATION, "Bearer " + access_token)
-			.get()
-			.build();
+				.url(url)
+				.addHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.toString()) // add request headers
+				.addHeader(HttpHeaders.AUTHORIZATION, "Bearer " + access_token)
+				.get()
+				.build();
 
 		try (Response response = httpClient.newCall(request).execute()) {
 
@@ -289,6 +295,7 @@ public class ZenodoAPIClient implements Serializable {
 
 	}
 
+
 	private String getBucket(String url) throws IOException {
 		OkHttpClient httpClient = new OkHttpClient.Builder()
 			.connectTimeout(600, TimeUnit.SECONDS)

From b94a791bc5fe023aaeb43453c1fe4042e9441d24 Mon Sep 17 00:00:00 2001
From: "michele.artini" <michele.artini@isti.cnr.it>
Date: Thu, 9 Jun 2022 12:25:34 +0200
Subject: [PATCH 12/23] unit tests to transform cnr explora

---
 .../transformation/TransformationJobTest.java |  49 +++-
 .../dnetlib/dhp/transform/cnr_explora_tr.xslt | 214 ++++++++++++++
 .../dhp/transform/input_cnr_explora.xml       |  57 ++++
 .../eu/dnetlib/dhp/transform/synonyms.txt     | 266 +++++++++++++++++-
 .../eu/dnetlib/dhp/transform/terms.txt        | 135 ++++++++-
 5 files changed, 704 insertions(+), 17 deletions(-)
 create mode 100644 dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/cnr_explora_tr.xslt
 create mode 100644 dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/input_cnr_explora.xml

diff --git a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
index 7bd7baaea..fea7b53ac 100644
--- a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
+++ b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
@@ -19,7 +19,9 @@ import org.apache.spark.sql.Encoder;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SparkSession;
 import org.apache.spark.util.LongAccumulator;
-import org.junit.jupiter.api.*;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.DisplayName;
+import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.extension.ExtendWith;
 import org.junit.jupiter.api.io.TempDir;
 import org.mockito.junit.jupiter.MockitoExtension;
@@ -50,7 +52,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
 	@Test
 	@DisplayName("Test Date cleaner")
 	void testDateCleaner() throws Exception {
-		DateCleaner dc = new DateCleaner();
+		final DateCleaner dc = new DateCleaner();
 		assertEquals("1982-09-20", dc.clean("20/09/1982"));
 		assertEquals("2002-09-20", dc.clean("20-09-2002"));
 		assertEquals("2002-09-20", dc.clean("2002-09-20"));
@@ -68,9 +70,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
 		mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
 		mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_zenodo.xml")));
 		// We Load the XSLT transformation Rule from the classpath
-		XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
+		final XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
 
-		MetadataRecord result = tr.call(mr);
+		final MetadataRecord result = tr.call(mr);
 
 		// Print the record
 		System.out.println(result.getBody());
@@ -86,9 +88,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
 		mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
 		mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_itgv4.xml")));
 		// We Load the XSLT transformation Rule from the classpath
-		XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
+		final XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
 
-		MetadataRecord result = tr.call(mr);
+		final MetadataRecord result = tr.call(mr);
 
 		// Print the record
 		System.out.println(result.getBody());
@@ -108,9 +110,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
 		mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
 		mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_itgv4.xml")));
 		// We Load the XSLT transformation Rule from the classpath
-		XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
+		final XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
 
-		MetadataRecord result = tr.call(mr);
+		final MetadataRecord result = tr.call(mr);
 
 		// Print the record
 		System.out.println(result.getBody());
@@ -129,9 +131,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
 		mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
 		mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_omicsdi.xml")));
 		// We Load the XSLT transformation Rule from the classpath
-		XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
+		final XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
 
-		MetadataRecord result = tr.call(mr);
+		final MetadataRecord result = tr.call(mr);
 
 		// Print the record
 		System.out.println(result.getBody());
@@ -140,7 +142,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
 
 	@Test
 	@DisplayName("Test TransformSparkJobNode.main with oaiOpenaire_datacite (v4)")
-	void transformTestITGv4OAIdatacite(@TempDir Path testDir) throws Exception {
+	void transformTestITGv4OAIdatacite(@TempDir final Path testDir) throws Exception {
 
 		try (SparkSession spark = SparkSession.builder().config(sparkConf).getOrCreate()) {
 
@@ -150,9 +152,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
 				.getFile();
 			final String mdstore_output = testDir.toString() + "/version";
 
-			mockupTrasformationRule(
-				"simpleTRule",
-				"/eu/dnetlib/dhp/transform/scripts/xslt_cleaning_oaiOpenaire_datacite_ExchangeLandingpagePid.xsl");
+			mockupTrasformationRule("simpleTRule", "/eu/dnetlib/dhp/transform/scripts/xslt_cleaning_oaiOpenaire_datacite_ExchangeLandingpagePid.xsl");
 
 			final Map<String, String> parameters = Stream.of(new String[][] {
 				{
@@ -203,7 +203,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
 
 	@Test
 	@DisplayName("Test TransformSparkJobNode.main")
-	void transformTest(@TempDir Path testDir) throws Exception {
+	void transformTest(@TempDir final Path testDir) throws Exception {
 
 		try (SparkSession spark = SparkSession.builder().config(sparkConf).getOrCreate()) {
 
@@ -256,6 +256,25 @@ class TransformationJobTest extends AbstractVocabularyTest {
 		}
 	}
 
+	@Test
+	@DisplayName("Test Transform Single XML using cnr_explora_tr XSLTTransformator")
+	void testCnrExploraTransformSaxonHE() throws Exception {
+
+		// We Set the input Record getting the XML from the classpath
+		final MetadataRecord mr = new MetadataRecord();
+
+		mr.setProvenance(new Provenance("openaire____::cnr_explora", "CNR ExploRA", "cnr_________"));
+		mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_cnr_explora.xml")));
+		// We Load the XSLT transformation Rule from the classpath
+		final XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/cnr_explora_tr.xslt");
+
+		final MetadataRecord result = tr.call(mr);
+
+		// Print the record
+		System.out.println(result.getBody());
+		// TODO Create significant Assert
+	}
+
 	private XSLTTransformationFunction loadTransformationRule(final String path) throws Exception {
 		final String trValue = IOUtils.toString(this.getClass().getResourceAsStream(path));
 		final LongAccumulator la = new LongAccumulator();
diff --git a/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/cnr_explora_tr.xslt b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/cnr_explora_tr.xslt
new file mode 100644
index 000000000..78b167fde
--- /dev/null
+++ b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/cnr_explora_tr.xslt
@@ -0,0 +1,214 @@
+<xsl:stylesheet
+	xmlns:xsl="http://www.w3.org/1999/XSL/Transform"
+	xmlns:oaire="http://namespace.openaire.eu/schema/oaire/"
+	xmlns:vocabulary="http://eu/dnetlib/transform/clean"
+	xmlns:dateCleaner="http://eu/dnetlib/transform/dateISO"
+	xmlns:oaf="http://namespace.openaire.eu/oaf"
+	xmlns:oai="http://www.openarchives.org/OAI/2.0/"
+	xmlns:datacite="http://datacite.org/schema/kernel-4"
+	xmlns:dri="http://www.driver-repository.eu/namespace/dri"
+	xmlns:xs="http://www.w3.org/2001/XMLSchema"
+	xmlns:dr="http://www.driver-repository.eu/namespace/dr"
+	xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xmlns:dc="http://purl.org/dc/elements/1.1/"
+	exclude-result-prefixes="xsl vocabulary dateCleaner" version="2.0">
+	<xsl:param name="varOfficialName" />
+	<xsl:param name="varDataSourceId" />
+	<xsl:param name="varFP7" select="'corda_______::'" />
+	<xsl:param name="varH2020" select="'corda__h2020::'" />
+	<xsl:param name="repoCode"
+		select="substring-before(//*[local-name() = 'header']/*[local-name()='recordIdentifier'], ':')" />
+	<xsl:param name="index" select="0" />
+	<xsl:param name="transDate" select="current-dateTime()" />
+
+	<xsl:template match="/">
+		<record>
+			<xsl:apply-templates select="//*[local-name() = 'header']" />
+			<metadata>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:title" />
+					<xsl:with-param name="targetElement" select="'dc:title'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:creator/replace(., '^(.*)\|.*$', '$1')" />
+					<xsl:with-param name="targetElement" select="'dc:creator'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:contributor" />
+					<xsl:with-param name="targetElement" select="'dc:contributor'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:description" />
+					<xsl:with-param name="targetElement" select="'dc:description'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:subject" />
+					<xsl:with-param name="targetElement" select="'dc:subject'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:publisher" />
+					<xsl:with-param name="targetElement" select="'dc:publisher'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:format" />
+					<xsl:with-param name="targetElement" select="'dc:format'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:type" />
+					<xsl:with-param name="targetElement" select="'dc:type'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:source" />
+					<xsl:with-param name="targetElement" select="'dc:source'" />
+				</xsl:call-template>
+				<dc:language>
+					<xsl:value-of select="vocabulary:clean( //dc:language, 'dnet:languages')" />
+				</dc:language>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:rights" />
+					<xsl:with-param name="targetElement" select="'dc:rights'" />
+				</xsl:call-template>
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:relation[not(starts-with(.,'info:cnr-pdr'))]" />
+					<xsl:with-param name="targetElement" select="'dc:relation'" />
+				</xsl:call-template>
+				
+				<xsl:call-template name="allElements">
+					<xsl:with-param name="sourceElement" select="//dc:identifier[starts-with(., 'http')]" />
+					<xsl:with-param name="targetElement" select="'dc:identifier'" />
+				</xsl:call-template>
+				<xsl:for-each select="//dc:relation">
+					<xsl:if	test="matches(normalize-space(.), '(info:eu-repo/grantagreement/ec/fp7/)(\d\d\d\d\d\d)(.*)', 'i')">
+						<oaf:projectid>
+							<xsl:value-of select="concat($varFP7, replace(normalize-space(.), '(info:eu-repo/grantagreement/ec/fp7/)(\d\d\d\d\d\d)(.*)', '$2', 'i'))" />
+						</oaf:projectid>
+					</xsl:if>
+					<xsl:if test="matches(normalize-space(.), '(info:eu-repo/grantagreement/ec/h2020/)(\d\d\d\d\d\d)(.*)', 'i')">
+						<oaf:projectid>
+							<xsl:value-of select="concat($varH2020, replace(normalize-space(.), '(info:eu-repo/grantagreement/ec/h2020/)(\d\d\d\d\d\d)(.*)', '$2', 'i'))" />
+						</oaf:projectid>
+					</xsl:if>
+				</xsl:for-each>
+				
+				<oaf:accessrights>
+					<xsl:value-of select="vocabulary:clean( //dc:rights, 'dnet:access_modes')" />
+				</oaf:accessrights>
+				
+				<xsl:variable name="varCobjCategory" select="vocabulary:clean( //dc:type, 'dnet:publication_resource')" />
+				<xsl:variable name="varSuperType" select="vocabulary:clean( $varCobjCategory, 'dnet:result_typologies')" />				
+				<dr:CobjCategory type="{$varSuperType}"><xsl:value-of select="$varCobjCategory" /></dr:CobjCategory>
+				
+				
+				<xsl:variable name="varRefereedConvt" select="for $i in (//dc:type, //dc:description, //oai:setSpec) return vocabulary:clean( normalize-space($i), 'dnet:review_levels')" />
+				<xsl:variable name="varRefereedIdntf" select="(//*[string(node-name(.)) = 'dc:identifier' and matches(lower-case(.), '(^|.*[\.\-_/\s\(\)%\d#])pre[\.\-_/\s\(\)%\d#]?prints?([\.\-_/\s\(\)%\d#].*)?$')][count(//dc:identifier) = 1]/'0002', //*[string(node-name(.)) = 'dc:identifier' and matches(lower-case(.), '(^|.*[\.\-_/\s\(\)%\d#])refereed([\.\-_/\s\(\)\d%\d#].*)?$')]/'0001', //*[string(node-name(.)) = 'dc:identifier' and matches(lower-case(.), '.*-peer-reviewed-(fulltext-)?article-.*')]/'0001')" />
+				<xsl:variable name="varRefereedSourc" select="//*[string(node-name(.)) = ('dc:source', 'dc:publisher') and matches(lower-case(.), '^(.*\s)?pre[\s\-_]*prints?([\s\.,].*)?$')]/'0002'" />
+				<xsl:variable name="varRefereedDescr" select="(//dc:description[matches(lower-case(.), '.*(this\s*book|this\s*volume|it)\s*constitutes\s*the\s*(thoroughly\s*)?refereed') or matches(lower-case(.), '.*peer[\.\-_/\s\(\)]?review\s*under\s*responsibility\s*of.*') or matches(lower-case(.), '(this|a)\s*(article|preprint)\s*(has\s*been\s*)?(peer[\-\s]*)?reviewed\s*and\s*recommended\s*by\s*peer[\-\s]*community')]/'0001', //dc:description[matches(., '^version\s*(préliminaire.*|preliminary.*|0$)')]/'0002')" />
+				<xsl:variable name="varRefereedTitle" select="(//dc:title[matches(lower-case(.), '.*\[.*peer[\s\-\._]*review\s*:.*\]\s*$')]/'0001', //dc:title[matches(lower-case(.), '.*\(\s*pre[\s\-\._]*prints?\s*\)\s*$')]/'0002')" />
+				<xsl:variable name="varRefereedSubjt" select="(//dc:subject[matches(lower-case(.), '^\s*refereed\s*$')][//oaf:datasourceprefix = 'narcis______']/'0001', //dc:subject[matches(lower-case(.), '^\s*no[nt].{0,3}refereed\s*$')][//oaf:datasourceprefix = 'narcis______']/'0002')" />
+				<xsl:variable name="varRefereed" select="($varRefereedConvt, $varRefereedIdntf, $varRefereedSourc, $varRefereedDescr, $varRefereedTitle, $varRefereedSubjt)" />
+				<xsl:choose>
+					<xsl:when test="count($varRefereed[. = '0001']) &gt; 0">
+						<oaf:refereed>
+							<xsl:value-of select="'0001'" />
+						</oaf:refereed>
+					</xsl:when>
+					<xsl:when test="count($varRefereed[. = '0002']) &gt; 0">
+						<oaf:refereed>
+							<xsl:value-of select="'0002'" />
+						</oaf:refereed>
+					</xsl:when>
+				</xsl:choose>
+				
+				<oaf:dateAccepted>
+					<xsl:value-of select="dateCleaner:dateISO( //dc:date[1] )" />
+				</oaf:dateAccepted>
+				
+				<xsl:if test="//dc:relation[starts-with(., 'http')] and //dc:rights[.='info:eu-repo/semantics/openAccess']">
+					<oaf:fulltext>
+						<xsl:value-of select="//dc:relation[starts-with(., 'http')]" />
+					</oaf:fulltext>
+				</xsl:if>
+				
+				<oaf:hostedBy name="{$varOfficialName}" id="{$varDataSourceId}" />
+				<oaf:collectedFrom name="{$varOfficialName}" id="{$varDataSourceId}ß" />
+
+				<xsl:variable name="varKnownFileEndings" select="('.bmp', '.doc', '.docx', '.epub', '.flv', '.jpeg', '.jpg', '.m4v', '.mp4', '.mpg', '.odp', '.pdf', '.png', '.ppt', '.tiv', '.txt', '.xls', '.xlsx', '.zip')" />
+				<xsl:variable name="varIdDoi" select="distinct-values((//dc:identifier[starts-with(., '10.')][matches(., '(10[.][0-9]{4,}[^\s/&gt;]*/[^\s&gt;]+)')], //dc:identifier[starts-with(., 'http') and (contains(., '://dx.doi.org/10.') or contains(., '://doi.org/10.'))]/substring-after(., 'doi.org/'), //dc:identifier[starts-with(lower-case(.), 'doi:10.')]/substring-after(lower-case(.), 'doi:')))" />
+				<xsl:for-each select="$varIdDoi">
+					<oaf:identifier identifierType="doi">
+						<xsl:value-of select="." />
+					</oaf:identifier>
+				</xsl:for-each>
+				
+				<xsl:variable name="varIdHdl" select="distinct-values(//dc:identifier[starts-with(., 'http') and contains(., '://hdl.handle.net/')]/substring-after(., 'hdl.handle.net/'))" />
+				<xsl:for-each select="$varIdHdl" >
+					<oaf:identifier identifierType="handle">
+						<xsl:value-of select="." />
+					</oaf:identifier>
+				</xsl:for-each>
+				
+				<xsl:variable name="varIdUrn" select="distinct-values(//dc:identifier[starts-with(., 'urn:nbn:nl:') or starts-with(., 'URN:NBN:NL:')])" />
+				<xsl:for-each select="$varIdUrn">
+					<oaf:identifier identifierType="urn">
+						<xsl:value-of select="." />
+					</oaf:identifier>
+				</xsl:for-each>
+				
+				<xsl:variable name="varOrigBaseUrl" select="//*[local-name() = 'about']/*[local-name() = 'provenance']//*[local-name() = 'originDescription' and not(./*[local-name() = 'originDescription'])]/*[local-name() = 'baseURL']" />
+				<xsl:variable name="varIdLdpg" select="distinct-values(//dc:identifier[(contains(substring-after(., '://'), '/') and contains($varOrigBaseUrl, substring-before(substring-after(., '://'), '/'))) or (contains(substring-after(., '://'), ':') and contains($varOrigBaseUrl, substring-before(substring-after(., '://'), ':')))][not(replace(lower-case(.), '.*(\.[a-z]*)$', '$1') = $varKnownFileEndings)])" />
+				<xsl:for-each select="$varIdLdpg">
+					<oaf:identifier identifierType="landingPage">
+						<xsl:value-of select="." />
+					</oaf:identifier>
+				</xsl:for-each>
+				
+				<xsl:variable name="varIdUrl" select="distinct-values(//dc:identifier[starts-with(., 'http')][not(contains(., '://dx.doi.org/') or contains(., '://doi.org/') or contains(., '://hdl.handle.net/'))][count(index-of($varIdLdpg, .)) = 0])" />
+				<xsl:for-each select="$varIdUrl">
+					<oaf:identifier identifierType="url">
+						<xsl:value-of select="." />
+					</oaf:identifier>
+				</xsl:for-each>
+				
+				<xsl:for-each select="//oai:setSpec">
+					<xsl:variable name="rorDsId" select="vocabulary:clean(., 'cnr:institutes')" />
+					<xsl:if test="contains($rorDsId, '/ror.org/')">
+						<oaf:relation relType="resultOrganization" subRelType="affiliation" relClass="hasAuthorInstitution">
+							<xsl:value-of select="concat('ror_________::', $rorDsId)" />
+						</oaf:relation>
+					</xsl:if>
+				</xsl:for-each>
+				
+			</metadata>
+			
+			<xsl:copy-of select="//*[local-name() = 'about']" />
+		</record>
+	</xsl:template>
+	
+	
+	<xsl:template name="allElements">
+		<xsl:param name="sourceElement" />
+		<xsl:param name="targetElement" />
+	
+		<xsl:for-each select="$sourceElement">
+			<xsl:element name="{$targetElement}">
+				<xsl:value-of select="normalize-space(.)" />
+			</xsl:element>
+		</xsl:for-each>
+	</xsl:template>
+	
+	<xsl:template match="//*[local-name() = 'header']">
+		<xsl:copy>
+			<xsl:apply-templates select="node()|@*" />
+			<xsl:element name="dr:dateOfTransformation">
+				<xsl:value-of select="$transDate" />
+			</xsl:element>
+		</xsl:copy>
+	</xsl:template>
+	
+	<xsl:template match="node()|@*">
+		<xsl:copy>
+			<xsl:apply-templates select="node()|@*" />
+		</xsl:copy>
+	</xsl:template>
+	
+</xsl:stylesheet>
\ No newline at end of file
diff --git a/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/input_cnr_explora.xml b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/input_cnr_explora.xml
new file mode 100644
index 000000000..220c4ddbe
--- /dev/null
+++ b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/input_cnr_explora.xml
@@ -0,0 +1,57 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<record xmlns="http://www.openarchives.org/OAI/2.0/"> 
+  <header> 
+    <identifier><![CDATA[oai:it.cnr:prodotti:433382]]></identifier>  
+    <datestamp><![CDATA[2020-11-30T15:32:03Z]]></datestamp>  
+    <setSpec><![CDATA[openaire]]></setSpec>  
+    <setSpec><![CDATA[CDS027]]></setSpec>  
+    <setSpec><![CDATA[CDS080]]></setSpec> 
+  </header>  
+  <metadata> 
+    <oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">  
+      <dc:type><![CDATA[info:eu-repo/semantics/conferenceObject]]></dc:type>  
+      <dc:type><![CDATA[Presentazione]]></dc:type>  
+      <dc:title><![CDATA[A multiscale observing approach for understanding acidification process in a marginal sea (northern Adriatic)]]></dc:title>  
+      <dc:creator><![CDATA[Cantoni C.]]></dc:creator>  
+      <dc:creator><![CDATA[Barba L.]]></dc:creator>  
+      <dc:creator><![CDATA[Bastianini M.]]></dc:creator>  
+      <dc:creator><![CDATA[Bortoluzzi G.]]></dc:creator>  
+      <dc:creator><![CDATA[Celio M.]]></dc:creator>  
+      <dc:creator><![CDATA[Chiggiato J.]]></dc:creator>  
+      <dc:creator><![CDATA[Cozzi S.]]></dc:creator>  
+      <dc:creator><![CDATA[Luchetta A.]]></dc:creator>  
+      <dc:creator><![CDATA[Ravaioli M.]]></dc:creator>  
+      <dc:creator><![CDATA[Sparnocchia S.]]></dc:creator>  
+      <dc:language><![CDATA[eng]]></dc:language>  
+      <dc:description><![CDATA[The Northern Adriatic is a shallow, semi-enclosed industrialized sub-basin of the Mediterranean affected by significant ecosystem
+changes, which are studied through several research activities including the long-term monitoring of ILTER international network.
+Changes of pHT (-0.06) and TA (+74 ?mol/kg) in dense winter waters over the last 25 years already showed that this area is prone to
+acidification process under a complex inorganic carbon chemistry variability. To understand these changes, monthly sampling of the
+main biogeochemical and biological parameters has been carrying out since 2008 by a fixed station (PALOMA, Gulf of Trieste). In 2013
+the site has been implemented with continuous pCO2 measurements at 3 m depth and has been regularly visiting during basin wide
+surveys for the last two years. The combination of automated in situ measurements, monthly samplings and basin scale
+oceanographic cruises is used to better understand the processes controlling air-sea CO2 fluxes and inorganic carbon chemistry under
+three different scenarios: an extreme event of dense water formation, the phytoplankton blooms associated with riverine inputs and
+the late-summer marked oxygen under saturation in the deeper waters.]]></dc:description>  
+      <dc:source><![CDATA[ASLO - Aquatic Sciences Meeting, Granada, Spagna, 22-27/02/2015]]></dc:source>  
+      <dc:source><![CDATA[info:cnr-pdr/source/autori:Cantoni C., Barba L., Bastianini M., Bortoluzzi G., Celio M., Chiggiato J., Cozzi S., Luchetta A., Ravaioli M., Sparnocchia S./congresso_nome:ASLO - Aquatic Sciences Meeting/congresso_luogo:Granada, Spagna/congresso_data:22-27%2F02%2F2015/anno:2015/pagina_da:/pagina_a:/intervallo_pagine:]]></dc:source>  
+      <dc:date><![CDATA[2015]]></dc:date>  
+      <dc:identifier><![CDATA[http://www.cnr.it/prodotto/i/433382]]></dc:identifier>  
+      <dc:identifier><![CDATA[https://publications.cnr.it/doc/433382]]></dc:identifier>  
+      <dc:identifier><![CDATA[http://sgmeet.com/aslo/granada2015/]]></dc:identifier>  
+      <dc:relation><![CDATA[info:eu-repo/grantAgreement/EC/FP7/211574//Integrated Carbon Observation System/ICOS]]></dc:relation>  
+      <dc:relation><![CDATA[info:cnr-pdr/author/matricola:502/SPARNOCCHIA/STEFANIA]]></dc:relation>  
+      <dc:relation><![CDATA[info:cnr-pdr/author/matricola:990/BASTIANINI/MAURO]]></dc:relation>  
+      <dc:relation><![CDATA[info:cnr-pdr/author/matricola:5185/BARBA/LUISA]]></dc:relation>  
+      <dc:relation><![CDATA[info:cnr-pdr/author/matricola:5453/COZZI/STEFANO]]></dc:relation>  
+      <dc:relation><![CDATA[info:cnr-pdr/author/matricola:12491/LUCHETTA/ANNA]]></dc:relation>  
+      <dc:relation><![CDATA[info:cnr-pdr/author/matricola:12837/CANTONI/CAROLINA]]></dc:relation>  
+      <dc:relation><![CDATA[info:cnr-pdr/author/matricola:18161/RAVAIOLI/MARIANGELA]]></dc:relation>  
+      <dc:rights><![CDATA[info:eu-repo/semantics/openAccess]]></dc:rights>  
+      <dc:subject><![CDATA[ocean acidification]]></dc:subject>  
+      <dc:subject><![CDATA[Northern Adriatic Sea]]></dc:subject>  
+      <dc:subject><![CDATA[inorganic carbon system]]></dc:subject>  
+      <dc:subject><![CDATA[PALOMA]]></dc:subject> 
+    </oai_dc:dc> 
+  </metadata> 
+</record>
diff --git a/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/synonyms.txt b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/synonyms.txt
index 4fd95554a..74a75e46a 100644
--- a/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/synonyms.txt
+++ b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/synonyms.txt
@@ -1232,4 +1232,268 @@ dnet:review_levels @=@ 0001 @=@ 印刷物/電子媒体-学術雑誌論文（査
 dnet:review_levels @=@ 0001 @=@ 印刷物/電子媒体-紀要論文（査読有り）
 dnet:review_levels @=@ 0001 @=@ 印刷物/電子媒体-雑誌記事（査読有り）
 dnet:review_levels @=@ 0001 @=@ 原著論文（査読有り）
-dnet:review_levels @=@ 0001 @=@ 査読論文
\ No newline at end of file
+dnet:review_levels @=@ 0001 @=@ 査読論文
+cnr:institutes @=@ https://ror.org/00brf2d87 @=@ CDS001
+cnr:institutes @=@ https://ror.org/00brf2d87 @=@ IDASC - Istituto di Acustica e Sensoristica \"Orso Mario Corbino\"
+cnr:institutes @=@ https://ror.org/006qkqr45 @=@ CDS002
+cnr:institutes @=@ https://ror.org/006qkqr45 @=@ IAMC - Istituto per l'ambiente marino costiero
+cnr:institutes @=@ https://ror.org/054ye0e45 @=@ CDS003
+cnr:institutes @=@ https://ror.org/054ye0e45 @=@ IASI - Istituto di analisi dei sistemi ed informatica \"Antonio Ruberti\"
+cnr:institutes @=@ https://ror.org/00ygy3d85 @=@ CDS004
+cnr:institutes @=@ https://ror.org/00ygy3d85 @=@ IAC - Istituto per le applicazioni del calcolo \"Mauro Picone\"
+cnr:institutes @=@ https://ror.org/000sy1f36 @=@ CDS005
+cnr:institutes @=@ https://ror.org/000sy1f36 @=@ IASF - Istituto di astrofisica spaziale e fisica cosmica
+cnr:institutes @=@ https://ror.org/00x5wpm25 @=@ CDS006
+cnr:institutes @=@ https://ror.org/00x5wpm25 @=@ IBAM - Istituto per i beni archeologici e monumentali
+cnr:institutes @=@ https://ror.org/03eqeqg74 @=@ CDS007
+cnr:institutes @=@ https://ror.org/03eqeqg74 @=@ IBP - Istituto di biochimica delle proteine
+cnr:institutes @=@ https://ror.org/041xzk838 @=@ CDS008
+cnr:institutes @=@ https://ror.org/041xzk838 @=@ IBF - Istituto di biofisica
+cnr:institutes @=@ https://ror.org/00s2j5046 @=@ CDS009
+cnr:institutes @=@ https://ror.org/00s2j5046 @=@ IBFM - Istituto di bioimmagini e fisiologia molecolare
+cnr:institutes @=@ __CDS010__ @=@ CDS010
+cnr:institutes @=@ __CDS010__ @=@ IBAF - Istituto di biologia agro-ambientale e forestale
+cnr:institutes @=@ __CDS011__ @=@ CDS011
+cnr:institutes @=@ __CDS011__ @=@ IBC - Istituto di biologia cellulare
+cnr:institutes @=@ https://ror.org/02e5sbe24 @=@ CDS012
+cnr:institutes @=@ https://ror.org/02e5sbe24 @=@ IBBA - Istituto di biologia e biotecnologia agraria
+cnr:institutes @=@ https://ror.org/01nyatq71 @=@ CDS013
+cnr:institutes @=@ https://ror.org/01nyatq71 @=@ IBPM - Istituto di biologia e patologia molecolari
+cnr:institutes @=@ https://ror.org/01dy2q607 @=@ CDS014
+cnr:institutes @=@ https://ror.org/01dy2q607 @=@ IBIM - Istituto di biomedicina e di immunologia molecolare \"Alberto Monroy\"
+cnr:institutes @=@ https://ror.org/05nzf7q96 @=@ CDS015
+cnr:institutes @=@ https://ror.org/05nzf7q96 @=@ IBIOM - Istituto di Biomembrane, Bioenergetica e Biotecnologie Molecolari
+cnr:institutes @=@ https://ror.org/05m1yqp60 @=@ CDS016
+cnr:institutes @=@ https://ror.org/05m1yqp60 @=@ IBIMET - Istituto di biometeorologia
+cnr:institutes @=@ https://ror.org/03rqtqb02 @=@ CDS017
+cnr:institutes @=@ https://ror.org/03rqtqb02 @=@ IBB - Istituto di biostrutture e bioimmagini
+cnr:institutes @=@ https://ror.org/04r5fge26 @=@ CDS018
+cnr:institutes @=@ https://ror.org/04r5fge26 @=@ ICAR - Istituto di calcolo e reti ad alte prestazioni
+cnr:institutes @=@ https://ror.org/03wyf0g15 @=@ CDS019
+cnr:institutes @=@ https://ror.org/03wyf0g15 @=@ ICB - Istituto di chimica biomolecolare
+cnr:institutes @=@ https://ror.org/02fkw1114 @=@ CDS020
+cnr:institutes @=@ https://ror.org/02fkw1114 @=@ ICCOM - Istituto di chimica dei composti organo metallici
+cnr:institutes @=@ https://ror.org/0141vn777 @=@ CDS021
+cnr:institutes @=@ https://ror.org/0141vn777 @=@ ICRM - Istituto di chimica del riconoscimento molecolare
+cnr:institutes @=@ __CDS022__ @=@ CDS022
+cnr:institutes @=@ __CDS022__ @=@ ICTP - Istituto di chimica e tecnologia dei polimeri
+cnr:institutes @=@ __CDS023__ @=@ CDS023
+cnr:institutes @=@ __CDS023__ @=@ ICIS - Istituto di chimica inorganica e delle superfici
+cnr:institutes @=@ https://ror.org/00be3zh53 @=@ CDS024
+cnr:institutes @=@ https://ror.org/00be3zh53 @=@ ISASI - Istituto di Scienze Applicate e Sistemi Intelligenti \"Eduardo Caianiello\"
+cnr:institutes @=@ __CDS025__ @=@ CDS025
+cnr:institutes @=@ __CDS025__ @=@ ICEVO - Istituto di Studi sulle Civiltà dell'Egeo e del Vicino Oriente
+cnr:institutes @=@ https://ror.org/02ynrme92 @=@ CDS026
+cnr:institutes @=@ https://ror.org/02ynrme92 @=@ ICVBC - Istituto per la conservazione e valorizzazione dei beni culturali
+cnr:institutes @=@ https://ror.org/05wba8r86 @=@ CDS027
+cnr:institutes @=@ https://ror.org/05wba8r86 @=@ IC - Istituto di cristallografia
+cnr:institutes @=@ https://ror.org/03z58xd74 @=@ CDS028
+cnr:institutes @=@ https://ror.org/03z58xd74 @=@ IDPA - Istituto per la dinamica dei processi ambientali
+cnr:institutes @=@ https://ror.org/00n4jbh84 @=@ CDS029
+cnr:institutes @=@ https://ror.org/00n4jbh84 @=@ IEIIT - Istituto di elettronica e di ingegneria dell'informazione e delle telecomunicazioni
+cnr:institutes @=@ https://ror.org/04sn06036 @=@ CDS030
+cnr:institutes @=@ https://ror.org/04sn06036 @=@ IEOS - Istituto per l'endocrinologia e l'oncologia \"Gaetano Salvatore\"
+cnr:institutes @=@ https://ror.org/01rg40y89 @=@ CDS031
+cnr:institutes @=@ https://ror.org/01rg40y89 @=@ ICMATE - Istituto di Chimica della Materia Condensata e di Tecnologie per l'Energia
+cnr:institutes @=@ https://ror.org/00dqega85 @=@ CDS032
+cnr:institutes @=@ https://ror.org/00dqega85 @=@ IFAC - Istituto di fisica applicata \"Nello Carrara\"
+cnr:institutes @=@ https://ror.org/02n2bgz18 @=@ CDS033
+cnr:institutes @=@ https://ror.org/02n2bgz18 @=@ IFP - Istituto di fisica del plasma \"Piero Caldirola\"
+cnr:institutes @=@ __CDS034__ @=@ CDS034
+cnr:institutes @=@ __CDS034__ @=@ IFSI - Istituto di fisica dello spazio interplanetario
+cnr:institutes @=@ https://ror.org/01kdj2848 @=@ CDS035
+cnr:institutes @=@ https://ror.org/01kdj2848 @=@ IFC - Istituto di fisiologia clinica
+cnr:institutes @=@ https://ror.org/049ebw417 @=@ CDS036
+cnr:institutes @=@ https://ror.org/049ebw417 @=@ IFN - Istituto di fotonica e nanotecnologie
+cnr:institutes @=@ https://ror.org/01f5tnx94 @=@ CDS037
+cnr:institutes @=@ https://ror.org/01f5tnx94 @=@ IGI - Istituto gas ionizzati
+cnr:institutes @=@ __CDS038__ @=@ CDS038
+cnr:institutes @=@ __CDS038__ @=@ IGP - Istituto di genetica delle popolazioni
+cnr:institutes @=@ https://ror.org/04hadk112 @=@ CDS039
+cnr:institutes @=@ https://ror.org/04hadk112 @=@ IGB - Istituto di genetica e biofisica \"Adriano Buzzati Traverso\"
+cnr:institutes @=@ https://ror.org/03qpd8w66 @=@ CDS040
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+cnr:institutes @=@ https://ror.org/01gtsa866 @=@ IBBR - Istituto di Bioscienze e Biorisorse
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+cnr:institutes @=@ __CDS045__ @=@ ISIB - Istituto di ingegneria biomedica
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+cnr:institutes @=@ https://ror.org/0040zx077 @=@ IRPI - Istituto di ricerca per la protezione idrogeologica
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+cnr:institutes @=@ https://ror.org/01n1ayq61 @=@ IRPPS - Istituto di ricerche sulla popolazione e le politiche sociali
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+cnr:institutes @=@ https://ror.org/02db0kh50 @=@ IRSA - Istituto di ricerca sulle acque
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+cnr:institutes @=@ https://ror.org/04vnwke91 @=@ IRISS - Istituto di Ricerca su Innovazione e Servizi per lo Sviluppo
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+cnr:institutes @=@ https://ror.org/02wxw4x45 @=@ IREA - Istituto per il rilevamento elettromagnetico dell'ambiente
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+cnr:institutes @=@ https://ror.org/01j6drw72 @=@ ISTEC - Istituto di scienza e tecnologia dei materiali ceramici
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+cnr:institutes @=@ https://ror.org/05kacka20 @=@ ISTI - Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\"
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+cnr:institutes @=@ https://ror.org/00n8ttd98 @=@ ISAC - Istituto di scienze dell'atmosfera e del clima
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+cnr:institutes @=@ https://ror.org/05w9g2j85 @=@ ISTC - Istituto di scienze e tecnologie della cognizione
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+cnr:institutes @=@ https://ror.org/032tyv240 @=@ ISTM - Istituto di scienze e tecnologie molecolari
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+cnr:institutes @=@ https://ror.org/02hdf6119 @=@ ISMAR - Istituto di scienze marine
+cnr:institutes @=@ https://ror.org/01yg57d71 @=@ CDS081
+cnr:institutes @=@ https://ror.org/01yg57d71 @=@ ISN - Istituto di scienze neurologiche
+cnr:institutes @=@ https://ror.org/021z1mz76 @=@ CDS082
+cnr:institutes @=@ https://ror.org/021z1mz76 @=@ ISOF - Istituto per la sintesi organica e la fotoreattività
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+cnr:institutes @=@ https://ror.org/01wqae691 @=@ ISPAAM - Istituto per il sistema produzione animale in ambiente Mediterraneo
+cnr:institutes @=@ __CDS084__ @=@ CDS084
+cnr:institutes @=@ __CDS084__ @=@ ISAFoM - Istituto per i sistemi agricoli e forestali del mediterraneo
+cnr:institutes @=@ https://ror.org/00awwz417 @=@ CDS085
+cnr:institutes @=@ https://ror.org/00awwz417 @=@ ISPF - Istituto per la storia del pensiero filosofico e scientifico moderno
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+cnr:institutes @=@ https://ror.org/03a111314 @=@ ISEM - Istituto di storia dell'Europa mediterranea
+cnr:institutes @=@ https://ror.org/01zz9wh30 @=@ CDS087
+cnr:institutes @=@ https://ror.org/01zz9wh30 @=@ ISM - Istituto di struttura della materia
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+cnr:institutes @=@ https://ror.org/05k3cs357 @=@ CDS091
+cnr:institutes @=@ https://ror.org/05k3cs357 @=@ ISSIRFA - Istituto di studi sui sistemi regionali federali e sulle autonomie \"Massimo Severo Giannini\"
+cnr:institutes @=@ https://ror.org/02gcxw165 @=@ CDS092
+cnr:institutes @=@ https://ror.org/02gcxw165 @=@ ISMA - Istituto di Studi sul Mediterraneo Antico
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+cnr:institutes @=@ https://ror.org/05db0es39 @=@ ISMed - Istituto di studi sul Mediterraneo
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+cnr:institutes @=@ https://ror.org/04ehykb85 @=@ ITB - Istituto di tecnologie biomediche
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+cnr:institutes @=@ __CDS103__ @=@ STIIMA - Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato
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+cnr:institutes @=@ https://ror.org/03ta8pf33 @=@ CDS116
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+cnr:institutes @=@ https://ror.org/008fjbg42 @=@ IPSP - Istituto per la Protezione Sostenibile delle Piante
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+cnr:institutes @=@ __CDS124__ @=@ IAS - Istituto per lo studio degli impatti Antropici e Sostenibilità in ambiente marino
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+cnr:institutes @=@ __CDS125__ @=@ IRET - Istituto di Ricerca sugli Ecosistemi Terrestri
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+cnr:institutes @=@ __CDS127__ @=@ ISP - Istituto di Scienze Polari
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+cnr:institutes @=@ https://ror.org/03byxpq91 @=@ IRIB - Istituto per la Ricerca e l'Innovazione Biomedica
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+cnr:institutes @=@ __CDS130__ @=@ IBBC - Istituto di Biochimica e Biologia Cellulare
+cnr:institutes @=@ __CDS131__ @=@ CDS131
+cnr:institutes @=@ __CDS131__ @=@ IBE - Istituto per la BioEconomia
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+cnr:institutes @=@ https://ror.org/0263zy895 @=@ SCITEC - Istituto di Scienze e Tecnologie Chimiche \"Giulio Natta\"
+cnr:institutes @=@ __CDS133__ @=@ CDS133
+cnr:institutes @=@ __CDS133__ @=@ STEMS - Istituto di Scienze e Tecnologie per l'Energia e la Mobilità Sostenibili
\ No newline at end of file
diff --git a/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/terms.txt b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/terms.txt
index 93cc00eca..0f0ebaad4 100644
--- a/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/terms.txt
+++ b/dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/transform/terms.txt
@@ -1077,4 +1077,137 @@ dnet:topic_types @=@ dnet:topic_types @=@ ENRICH/MISSING/DATASET/IS_SUPPLEMENTED
 dnet:topic_types @=@ dnet:topic_types @=@ ENRICH/MISSING/AUTHOR/ORCID @=@ An Open Researcher and Contributor ID (ORCID) that can be associated to an author of your publications
 dnet:review_levels @=@ dnet:review_levels @=@ 0000 @=@ Unknown
 dnet:review_levels @=@ dnet:review_levels @=@ 0002 @=@ nonPeerReviewed
-dnet:review_levels @=@ dnet:review_levels @=@ 0001 @=@ peerReviewed
\ No newline at end of file
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+

From 7423577a082318d6d7648945243e237c9f847029 Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Tue, 21 Jun 2022 14:51:38 +0200
Subject: [PATCH 13/23] [Graph DUMP] add code to produce the delta of new
 projects with respect to the previous delta/dump

---
 .../ProjectsSubsetSparkJob.java               |  80 ++++++++
 .../graph/dump/project_subset_parameters.json |  27 +++
 .../oozie_app/config-default.xml              |  30 +++
 .../dump/projectsubset/oozie_app/workflow.xml | 171 ++++++++++++++++++
 4 files changed, 308 insertions(+)
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/project_subset_parameters.json
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/config-default.xml
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/workflow.xml

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
new file mode 100644
index 000000000..67da24185
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
@@ -0,0 +1,80 @@
+package eu.dnetlib.dhp.oa.graph.dump.projectssubset;
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+import java.io.Serializable;
+import java.util.List;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.stream.Collectors;
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.FilterFunction;
+import org.apache.spark.api.java.function.MapFunction;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
+import org.apache.spark.sql.SparkSession;
+import org.jetbrains.annotations.NotNull;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.oa.graph.dump.Utils;
+import eu.dnetlib.dhp.schema.dump.oaf.community.Funder;
+import eu.dnetlib.dhp.schema.dump.oaf.graph.Project;
+import scala.Tuple2;
+public class ProjectsSubsetSparkJob implements Serializable {
+    private static final Logger log = LoggerFactory.getLogger(ProjectsSubsetSparkJob.class);
+    public static void main(String[] args) throws Exception {
+        String jsonConfiguration = IOUtils
+                .toString(
+                        ProjectsSubsetSparkJob.class
+                                .getResourceAsStream(
+                                        "/eu/dnetlib/dhp/oa/graph/dump/project_subset_parameters.json"));
+        final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+        parser.parseArgument(args);
+        Boolean isSparkSessionManaged = Optional
+                .ofNullable(parser.get("isSparkSessionManaged"))
+                .map(Boolean::valueOf)
+                .orElse(Boolean.TRUE);
+        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+        final String inputPath = parser.get("sourcePath");
+        log.info("inputPath: {}", inputPath);
+        final String outputPath = parser.get("outputPath");
+        log.info("outputPath: {}", outputPath);
+        final String projectListPath = parser.get("projectListPath");
+        log.info("projectListPath: {}", projectListPath);
+        SparkConf conf = new SparkConf();
+        runWithSparkSession(
+                conf,
+                isSparkSessionManaged,
+                spark -> {
+                    Utils.removeOutputDir(spark, outputPath);
+                    getNewProjectList(spark, inputPath, outputPath, projectListPath);
+                });
+    }
+    private static void getNewProjectList(SparkSession spark, String inputPath, String outputPath,
+                                          String projectListPath) {
+        Dataset<String> projectList = spark.read().textFile(projectListPath);
+        // projectList.show(false);
+        Dataset<Project> projects;
+        projects = Utils.readPath(spark, inputPath, Project.class);
+        projects
+                .joinWith(projectList, projects.col("id").equalTo(projectList.col("value")), "left")
+                .map((MapFunction<Tuple2<Project, String>, Project>) t2 -> {
+                    if (Optional.ofNullable(t2._2()).isPresent())
+                        return null;
+                    return t2._1();
+                }, Encoders.bean(Project.class))
+                .filter(Objects::nonNull)
+                .write()
+                .mode(SaveMode.Overwrite)
+                .option("compression", "gzip")
+                .json(outputPath);
+        Utils
+                .readPath(spark, outputPath, Project.class)
+                .map((MapFunction<Project, String>) p -> p.getId(), Encoders.STRING())
+                .write()
+                .mode(SaveMode.Append)
+                .option("compression", "gzip")
+                .text(projectListPath);
+    }
+}
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/project_subset_parameters.json b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/project_subset_parameters.json
new file mode 100644
index 000000000..ed2313680
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/project_subset_parameters.json
@@ -0,0 +1,27 @@
+[
+  {
+    "paramName":"s",
+    "paramLongName":"sourcePath",
+    "paramDescription": "the path of the sequencial file to read",
+    "paramRequired": true
+  },
+  {
+    "paramName": "out",
+    "paramLongName": "outputPath",
+    "paramDescription": "the path used to store temporary output files",
+    "paramRequired": true
+  },
+  {
+    "paramName": "ssm",
+    "paramLongName": "isSparkSessionManaged",
+    "paramDescription": "true if the spark session is managed, false otherwise",
+    "paramRequired": false
+  },
+  {
+    "paramName": "pl",
+    "paramLongName": "projectListPath",
+    "paramDescription": "the path of the association result projectlist",
+    "paramRequired": true
+  }
+]
+
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/config-default.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/config-default.xml
new file mode 100644
index 000000000..d262cb6e0
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/config-default.xml
@@ -0,0 +1,30 @@
+<configuration>
+    <property>
+        <name>jobTracker</name>
+        <value>yarnRM</value>
+    </property>
+    <property>
+        <name>nameNode</name>
+        <value>hdfs://nameservice1</value>
+    </property>
+    <property>
+        <name>oozie.use.system.libpath</name>
+        <value>true</value>
+    </property>
+    <property>
+        <name>hiveMetastoreUris</name>
+        <value>thrift://iis-cdh5-test-m3.ocean.icm.edu.pl:9083</value>
+    </property>
+    <property>
+        <name>hiveJdbcUrl</name>
+        <value>jdbc:hive2://iis-cdh5-test-m3.ocean.icm.edu.pl:10000</value>
+    </property>
+    <property>
+        <name>hiveDbName</name>
+        <value>openaire</value>
+    </property>
+    <property>
+        <name>oozie.launcher.mapreduce.user.classpath.first</name>
+        <value>true</value>
+    </property>
+</configuration>
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/workflow.xml
new file mode 100644
index 000000000..619e3aa20
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/oozie_app/workflow.xml
@@ -0,0 +1,171 @@
+<workflow-app name="dump_graph" xmlns="uri:oozie:workflow:0.5">
+    <parameters>
+        <property>
+            <name>sourcePath</name>
+            <description>the source path</description>
+        </property>
+        <property>
+            <name>projectListPath</name>
+            <description>the path to the project list</description>
+        </property>
+        <property>
+            <name>outputPath</name>
+            <description>the output path</description>
+        </property>
+        <property>
+            <name>accessToken</name>
+            <description>the access token used for the deposition in Zenodo</description>
+        </property>
+        <property>
+            <name>connectionUrl</name>
+            <description>the connection url for Zenodo</description>
+        </property>
+        <property>
+            <name>metadata</name>
+            <description> the metadata associated to the deposition</description>
+        </property>
+        <property>
+            <name>depositionType</name>
+            <description>the type of deposition we want to perform. "new" for brand new deposition, "version" for a new version of a published deposition (in this case the concept record id must be provided), "upload" to upload content to an open deposition for which we already have the deposition id (in this case the deposition id should be provided)</description>
+        </property>
+        <property>
+            <name>conceptRecordId</name>
+            <description>for new version, the id of the record for the old deposition</description>
+        </property>
+        <property>
+            <name>depositionId</name>
+            <description>the depositionId of a deposition open that has to be added content</description>
+        </property>
+        <property>
+            <name>sparkDriverMemory</name>
+            <description>memory for driver process</description>
+        </property>
+        <property>
+            <name>sparkExecutorMemory</name>
+            <description>memory for individual executor</description>
+        </property>
+        <property>
+            <name>sparkExecutorCores</name>
+            <description>number of cores used by single executor</description>
+        </property>
+        <property>
+            <name>oozieActionShareLibForSpark2</name>
+            <description>oozie action sharelib for spark 2.*</description>
+        </property>
+        <property>
+            <name>spark2ExtraListeners</name>
+            <value>com.cloudera.spark.lineage.NavigatorAppListener</value>
+            <description>spark 2.* extra listeners classname</description>
+        </property>
+        <property>
+            <name>spark2SqlQueryExecutionListeners</name>
+            <value>com.cloudera.spark.lineage.NavigatorQueryListener</value>
+            <description>spark 2.* sql query execution listeners classname</description>
+        </property>
+        <property>
+            <name>spark2YarnHistoryServerAddress</name>
+            <description>spark 2.* yarn history server address</description>
+        </property>
+        <property>
+            <name>spark2EventLogDir</name>
+            <description>spark 2.* event log dir location</description>
+        </property>
+    </parameters>
+    <global>
+        <job-tracker>${jobTracker}</job-tracker>
+        <name-node>${nameNode}</name-node>
+        <configuration>
+            <property>
+                <name>mapreduce.job.queuename</name>
+                <value>${queueName}</value>
+            </property>
+            <property>
+                <name>oozie.launcher.mapred.job.queue.name</name>
+                <value>${oozieLauncherQueueName}</value>
+            </property>
+            <property>
+                <name>oozie.action.sharelib.for.spark</name>
+                <value>${oozieActionShareLibForSpark2}</value>
+            </property>
+        </configuration>
+    </global>
+    <start to="dump_project"/>
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+    <action name="dump_project">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Dump table project </name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.complete.SparkDumpEntitiesJob</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${sourcePath}/project</arg>
+            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Project</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/project</arg>
+            <arg>--communityMapPath</arg><arg>noneed</arg>
+        </spark>
+        <ok to="get_new_projects"/>
+        <error to="Kill"/>
+    </action>
+    <action name="get_new_projects">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Dump table project </name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectsSubsetSparkJob</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${workingDir}/project</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/tar/project</arg>
+            <arg>--projectListPath</arg><arg>${projectListPath}</arg>
+        </spark>
+        <ok to="make_archive"/>
+        <error to="Kill"/>
+    </action>
+    <action name="make_archive">
+        <java>
+            <main-class>eu.dnetlib.dhp.oa.graph.dump.MakeTar</main-class>
+            <arg>--hdfsPath</arg><arg>${outputPath}</arg>
+            <arg>--nameNode</arg><arg>${nameNode}</arg>
+            <arg>--sourcePath</arg><arg>${workingDir}/tar</arg>
+        </java>
+        <ok to="send_zenodo"/>
+        <error to="Kill"/>
+    </action>
+    <action name="send_zenodo">
+        <java>
+            <main-class>eu.dnetlib.dhp.oa.graph.dump.SendToZenodoHDFS</main-class>
+            <arg>--hdfsPath</arg><arg>${outputPath}</arg>
+            <arg>--nameNode</arg><arg>${nameNode}</arg>
+            <arg>--accessToken</arg><arg>${accessToken}</arg>
+            <arg>--connectionUrl</arg><arg>${connectionUrl}</arg>
+            <arg>--metadata</arg><arg>${metadata}</arg>
+            <arg>--conceptRecordId</arg><arg>${conceptRecordId}</arg>
+            <arg>--depositionType</arg><arg>${depositionType}</arg>
+            <arg>--depositionId</arg><arg>${depositionId}</arg>
+        </java>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
+    <end name="End"/>
+</workflow-app>
\ No newline at end of file

From b98f904d48a2923b13225a656510da850c07d533 Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Tue, 21 Jun 2022 17:52:27 +0200
Subject: [PATCH 14/23] [Funder Products Dump] new way to avoid using hive

---
 .../community/SparkPrepareResultProject.java  |   6 +-
 .../funderresults/SparkDumpFunderResults.java | 171 ++++-----
 .../SparkResultLinkedToProject.java           | 102 ++---
 .../graph/dump/funder_result_parameters.json  |  12 +-
 .../dump/input_parameter_select_relation.json |  20 +
 .../graph/dump/input_parameters_link_prj.json |   6 +
 .../oozie_app/config-default.xml              |  30 --
 .../oozie_app/workflow.xml                    | 347 ------------------
 .../community/oozie_app/import.txt            |   2 -
 .../community/oozie_app/workflow.xml          | 273 ++++++++++++--
 .../complete/oozie_app/workflow.xml           |   1 +
 .../subworkflows/funder/oozie_app/import.txt  |   2 -
 .../funder/oozie_app/workflow.xml             |  71 ++--
 .../dump/PrepareResultProjectJobTest.java     | 281 +++++++-------
 .../ResultLinkedToProjectTest.java            |  85 +++--
 .../dump/funderresult/SplitPerFunderTest.java |  74 ++--
 .../communityMapPath/communityMap             |   1 +
 .../{extendeddump/orp => ext/dataset}         |   0
 .../funderresource/ext/otherresearchproduct   |   0
 .../oa/graph/dump/funderresource/ext/project  |  12 +
 .../graph/dump/funderresource/ext/publication |  13 +
 .../oa/graph/dump/funderresource/ext/software |   0
 .../extendeddump/otherresearchproduct         |  32 ++
 .../dump/funderresource/fundersList/list      |   8 +
 .../funderresource/preparedInfo/resultProject |   1 +
 25 files changed, 744 insertions(+), 806 deletions(-)
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameter_select_relation.json
 delete mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/config-default.xml
 delete mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/workflow.xml
 delete mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/import.txt
 delete mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/import.txt
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath/communityMap
 rename dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/{extendeddump/orp => ext/dataset} (100%)
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/otherresearchproduct
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/project
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/publication
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/software
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/extendeddump/otherresearchproduct
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/fundersList/list
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo/resultProject

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/community/SparkPrepareResultProject.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/community/SparkPrepareResultProject.java
index 87ac20948..410feea02 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/community/SparkPrepareResultProject.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/community/SparkPrepareResultProject.java
@@ -10,6 +10,7 @@ import java.util.stream.Collectors;
 
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.FilterFunction;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.api.java.function.MapGroupsFunction;
 import org.apache.spark.sql.Dataset;
@@ -81,8 +82,9 @@ public class SparkPrepareResultProject implements Serializable {
 		Dataset<Relation> relation = Utils
 			.readPath(spark, inputPath + "/relation", Relation.class)
 			.filter(
-				"dataInfo.deletedbyinference = false and lower(relClass) = '"
-					+ ModelConstants.IS_PRODUCED_BY.toLowerCase() + "'");
+				(FilterFunction<Relation>) r -> !r.getDataInfo().getDeletedbyinference() &&
+					r.getRelClass().equalsIgnoreCase(ModelConstants.IS_PRODUCED_BY));
+
 		Dataset<eu.dnetlib.dhp.schema.oaf.Project> projects = Utils
 			.readPath(spark, inputPath + "/project", eu.dnetlib.dhp.schema.oaf.Project.class);
 
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java
index 6aed9d7a8..cfe47f29f 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java
@@ -1,140 +1,119 @@
-
 package eu.dnetlib.dhp.oa.graph.dump.funderresults;
-
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
-
 import java.io.Serializable;
 import java.util.List;
 import java.util.Objects;
 import java.util.Optional;
-
+import java.util.stream.Collectors;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.FlatMapFunction;
+import org.apache.spark.api.java.function.ForeachFunction;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.*;
+import org.jetbrains.annotations.NotNull;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
-
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.oa.graph.dump.Utils;
 import eu.dnetlib.dhp.schema.dump.oaf.community.CommunityResult;
+import eu.dnetlib.dhp.schema.dump.oaf.community.Funder;
 import eu.dnetlib.dhp.schema.dump.oaf.community.Project;
-
 /**
  * Splits the dumped results by funder and stores them in a folder named as the funder nsp (for all the funders, but the EC
  * for the EC it specifies also the fundingStream (FP7 or H2020)
  */
 public class SparkDumpFunderResults implements Serializable {
 	private static final Logger log = LoggerFactory.getLogger(SparkDumpFunderResults.class);
-
 	public static void main(String[] args) throws Exception {
 		String jsonConfiguration = IOUtils
-			.toString(
-				SparkDumpFunderResults.class
-					.getResourceAsStream(
-						"/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json"));
-
+				.toString(
+						SparkDumpFunderResults.class
+								.getResourceAsStream(
+										"/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json"));
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
 		parser.parseArgument(args);
-
 		Boolean isSparkSessionManaged = Optional
-			.ofNullable(parser.get("isSparkSessionManaged"))
-			.map(Boolean::valueOf)
-			.orElse(Boolean.TRUE);
+				.ofNullable(parser.get("isSparkSessionManaged"))
+				.map(Boolean::valueOf)
+				.orElse(Boolean.TRUE);
 		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
-
 		final String inputPath = parser.get("sourcePath");
 		log.info("inputPath: {}", inputPath);
-
 		final String outputPath = parser.get("outputPath");
 		log.info("outputPath: {}", outputPath);
-
-		final String graphPath = parser.get("graphPath");
-		log.info("relationPath: {}", graphPath);
-
 		SparkConf conf = new SparkConf();
-
 		runWithSparkSession(
-			conf,
-			isSparkSessionManaged,
-			spark -> {
-				Utils.removeOutputDir(spark, outputPath);
-				writeResultProjectList(spark, inputPath, outputPath, graphPath);
-			});
+				conf,
+				isSparkSessionManaged,
+				spark -> {
+					Utils.removeOutputDir(spark, outputPath);
+					writeResultProjectList(spark, inputPath, outputPath);
+				});
 	}
-
-	private static void writeResultProjectList(SparkSession spark, String inputPath, String outputPath,
-		String graphPath) {
-
-		Dataset<eu.dnetlib.dhp.schema.oaf.Project> project = Utils
-			.readPath(spark, graphPath + "/project", eu.dnetlib.dhp.schema.oaf.Project.class);
-
+	private static void writeResultProjectList(SparkSession spark, String inputPath, String outputPath) {
 		Dataset<CommunityResult> result = Utils
-			.readPath(spark, inputPath + "/publication", CommunityResult.class)
-			.union(Utils.readPath(spark, inputPath + "/dataset", CommunityResult.class))
-			.union(Utils.readPath(spark, inputPath + "/orp", CommunityResult.class))
-			.union(Utils.readPath(spark, inputPath + "/software", CommunityResult.class));
-
-		List<String> funderList = project
-			.select("id")
-			.map((MapFunction<Row, String>) value -> value.getString(0).substring(0, 15), Encoders.STRING())
-			.distinct()
-			.collectAsList();
-
+				.readPath(spark, inputPath + "/publication", CommunityResult.class)
+				.union(Utils.readPath(spark, inputPath + "/dataset", CommunityResult.class))
+				.union(Utils.readPath(spark, inputPath + "/otherresearchproduct", CommunityResult.class))
+				.union(Utils.readPath(spark, inputPath + "/software", CommunityResult.class));
+		log.info("Number of result {}", result.count());
+		Dataset<String> tmp = result
+				.flatMap((FlatMapFunction<CommunityResult, String>) cr -> cr.getProjects().stream().map(p -> {
+					return getFunderName(p);
+				}).collect(Collectors.toList()).iterator(), Encoders.STRING())
+				.distinct();
+		List<String> funderList = tmp.collectAsList();
 		funderList.forEach(funder -> {
-			String fundernsp = funder.substring(3);
-			String funderdump;
-			if (fundernsp.startsWith("corda")) {
-				funderdump = "EC_";
-				if (fundernsp.endsWith("h2020")) {
-					funderdump += "H2020";
-				} else {
-					funderdump += "FP7";
-				}
-			} else {
-				funderdump = fundernsp.substring(0, fundernsp.indexOf("_")).toUpperCase();
-			}
-			writeFunderResult(funder, result, outputPath, funderdump);
+			dumpResults(funder, result, outputPath);
 		});
-
 	}
-
-	private static void dumpResults(String nsp, Dataset<CommunityResult> results, String outputPath,
-		String funderName) {
-
-		results.map((MapFunction<CommunityResult, CommunityResult>) r -> {
-			if (!Optional.ofNullable(r.getProjects()).isPresent()) {
-				return null;
+	@NotNull
+	private static String getFunderName(Project p) {
+		Optional<Funder> ofunder = Optional.ofNullable(p.getFunder());
+		if (ofunder.isPresent()) {
+			String fName = ofunder.get().getShortName();
+			if (fName.equalsIgnoreCase("ec")) {
+				fName += "_" + ofunder.get().getFundingStream();
 			}
-			for (Project p : r.getProjects()) {
-				if (p.getId().startsWith(nsp)) {
-					if (nsp.startsWith("40|irb")) {
-						if (p.getFunder().getShortName().equals(funderName))
-							return r;
-						else
-							return null;
-					}
-					return r;
+			return fName;
+		} else {
+			String fName = p.getId().substring(3, p.getId().indexOf("_")).toUpperCase();
+			if (fName.equalsIgnoreCase("ec")) {
+				if (p.getId().contains("h2020")) {
+					fName += "_H2020";
+				} else {
+					fName += "_FP7";
 				}
+			} else if (fName.equalsIgnoreCase("conicytf")) {
+				fName = "CONICYT";
+			} else if (fName.equalsIgnoreCase("dfgf")) {
+				fName = "DFG";
+			} else if (fName.equalsIgnoreCase("tubitakf")) {
+				fName = "TUBITAK";
+			} else if (fName.equalsIgnoreCase("euenvagency")) {
+				fName = "EEA";
 			}
-			return null;
-		}, Encoders.bean(CommunityResult.class))
-			.filter(Objects::nonNull)
-			.write()
-			.mode(SaveMode.Overwrite)
-			.option("compression", "gzip")
-			.json(outputPath + "/" + funderName);
+			return fName;
+		}
 	}
-
-	private static void writeFunderResult(String funder, Dataset<CommunityResult> results, String outputPath,
-		String funderDump) {
-
-		if (funder.startsWith("40|irb")) {
-			dumpResults(funder, results, outputPath, "HRZZ");
-			dumpResults(funder, results, outputPath, "MZOS");
-		} else
-			dumpResults(funder, results, outputPath, funderDump);
-
+	private static void dumpResults(String funder, Dataset<CommunityResult> results, String outputPath) {
+		results.map((MapFunction<CommunityResult, CommunityResult>) r -> {
+					if (!Optional.ofNullable(r.getProjects()).isPresent()) {
+						return null;
+					}
+					for (Project p : r.getProjects()) {
+						String fName = getFunderName(p);
+						if (fName.equalsIgnoreCase(funder)) {
+							return r;
+						}
+					}
+					return null;
+				}, Encoders.bean(CommunityResult.class))
+				.filter(Objects::nonNull)
+				.write()
+				.mode(SaveMode.Overwrite)
+				.option("compression", "gzip")
+				.json(outputPath + "/" + funder);
 	}
-
-}
+}
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java
index d89b9e86d..5eed64e89 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java
@@ -5,9 +5,12 @@ import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 
 import java.io.Serializable;
 import java.util.Optional;
+import java.util.stream.Collectors;
 
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.FilterFunction;
+import org.apache.spark.api.java.function.FlatMapFunction;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.api.java.function.MapGroupsFunction;
 import org.apache.spark.sql.Dataset;
@@ -18,11 +21,18 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.oa.graph.dump.Constants;
+import eu.dnetlib.dhp.oa.graph.dump.DumpProducts;
+import eu.dnetlib.dhp.oa.graph.dump.ResultMapper;
 import eu.dnetlib.dhp.oa.graph.dump.Utils;
+import eu.dnetlib.dhp.oa.graph.dump.community.CommunityMap;
+import eu.dnetlib.dhp.oa.graph.dump.community.ResultProject;
 import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.dump.oaf.community.CommunityResult;
 import eu.dnetlib.dhp.schema.oaf.Project;
 import eu.dnetlib.dhp.schema.oaf.Relation;
 import eu.dnetlib.dhp.schema.oaf.Result;
+import scala.Tuple2;
 
 /**
  * Selects the results linked to projects. Only for these results the dump will be performed.
@@ -35,18 +45,18 @@ public class SparkResultLinkedToProject implements Serializable {
 
 	public static void main(String[] args) throws Exception {
 		String jsonConfiguration = IOUtils
-			.toString(
-				SparkResultLinkedToProject.class
-					.getResourceAsStream(
-						"/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json"));
+				.toString(
+						SparkResultLinkedToProject.class
+								.getResourceAsStream(
+										"/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json"));
 
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
 		parser.parseArgument(args);
 
 		Boolean isSparkSessionManaged = Optional
-			.ofNullable(parser.get("isSparkSessionManaged"))
-			.map(Boolean::valueOf)
-			.orElse(Boolean.TRUE);
+				.ofNullable(parser.get("isSparkSessionManaged"))
+				.map(Boolean::valueOf)
+				.orElse(Boolean.TRUE);
 		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
 		final String inputPath = parser.get("sourcePath");
@@ -58,59 +68,51 @@ public class SparkResultLinkedToProject implements Serializable {
 		final String resultClassName = parser.get("resultTableName");
 		log.info("resultTableName: {}", resultClassName);
 
-		final String graphPath = parser.get("graphPath");
-		log.info("graphPath: {}", graphPath);
+		final String resultProjectsPath = parser.get("graphPath");
+		log.info("graphPath: {}", resultProjectsPath);
+
+		String communityMapPath = parser.get("communityMapPath");
 
 		@SuppressWarnings("unchecked")
 		Class<? extends Result> inputClazz = (Class<? extends Result>) Class.forName(resultClassName);
 		SparkConf conf = new SparkConf();
 
 		runWithSparkSession(
-			conf,
-			isSparkSessionManaged,
-			spark -> {
-				Utils.removeOutputDir(spark, outputPath);
-				writeResultsLinkedToProjects(spark, inputClazz, inputPath, outputPath, graphPath);
-			});
+				conf,
+				isSparkSessionManaged,
+				spark -> {
+					Utils.removeOutputDir(spark, outputPath);
+					writeResultsLinkedToProjects(
+							communityMapPath, spark, inputClazz, inputPath, outputPath, resultProjectsPath);
+				});
 	}
 
-	private static <R extends Result> void writeResultsLinkedToProjects(SparkSession spark, Class<R> inputClazz,
-		String inputPath, String outputPath, String graphPath) {
+	private static <R extends Result> void writeResultsLinkedToProjects(String communityMapPath, SparkSession spark,
+																		Class<R> inputClazz,
+																		String inputPath, String outputPath, String resultProjectsPath) {
 
 		Dataset<R> results = Utils
-			.readPath(spark, inputPath, inputClazz)
-			.filter("dataInfo.deletedbyinference = false and datainfo.invisible = false");
-		Dataset<Relation> relations = Utils
-			.readPath(spark, graphPath + "/relation", Relation.class)
-			.filter(
-				"dataInfo.deletedbyinference = false and lower(relClass) = '"
-					+ ModelConstants.IS_PRODUCED_BY.toLowerCase() + "'");
-		Dataset<Project> project = Utils.readPath(spark, graphPath + "/project", Project.class);
-
-		results.createOrReplaceTempView("result");
-		relations.createOrReplaceTempView("relation");
-		project.createOrReplaceTempView("project");
-
-		Dataset<R> tmp = spark
-			.sql(
-				"Select res.* " +
-					"from relation rel " +
-					"join result res " +
-					"on rel.source = res.id " +
-					"join project p " +
-					"on rel.target = p.id " +
-					"")
-			.as(Encoders.bean(inputClazz));
-		tmp
-			.groupByKey(
-				(MapFunction<R, String>) value -> value
-					.getId(),
-				Encoders.STRING())
-			.mapGroups((MapGroupsFunction<String, R, R>) (k, it) -> it.next(), Encoders.bean(inputClazz))
-			.write()
-			.mode(SaveMode.Overwrite)
-			.option("compression", "gzip")
-			.json(outputPath);
+				.readPath(spark, inputPath, inputClazz)
+				.filter(
+						(FilterFunction<R>) r -> !r.getDataInfo().getDeletedbyinference() &&
+								!r.getDataInfo().getInvisible());
+		Dataset<ResultProject> resultProjectDataset = Utils
+				.readPath(spark, resultProjectsPath, ResultProject.class);
+		CommunityMap communityMap = Utils.getCommunityMap(spark, communityMapPath);
+		results
+				.joinWith(resultProjectDataset, results.col("id").equalTo(resultProjectDataset.col("resultId")))
+				.map((MapFunction<Tuple2<R, ResultProject>, CommunityResult>) t2 -> {
+					CommunityResult cr = (CommunityResult) ResultMapper
+							.map(
+									t2._1(),
+									communityMap, Constants.DUMPTYPE.FUNDER.getType());
+					cr.setProjects(t2._2().getProjectsList());
+					return cr;
+				}, Encoders.bean(CommunityResult.class))
+				.write()
+				.mode(SaveMode.Overwrite)
+				.option("compression", "gzip")
+				.json(outputPath);
 
 	}
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json
index 5dc8e8910..5669dca37 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json
@@ -17,10 +17,10 @@
 		"paramDescription": "true if the spark session is managed, false otherwise",
 		"paramRequired": false
 	},
-{
-	"paramName": "gp",
-	"paramLongName": "graphPath",
-	"paramDescription": "the relationPath",
-	"paramRequired": true
-}
+	{
+		"paramName": "gp",
+		"paramLongName": "graphPath",
+		"paramDescription": "the relationPath",
+		"paramRequired": false
+	}
 ]
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameter_select_relation.json b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameter_select_relation.json
new file mode 100644
index 000000000..1a67134a6
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameter_select_relation.json
@@ -0,0 +1,20 @@
+[
+  {
+    "paramName":"s",
+    "paramLongName":"sourcePath",
+    "paramDescription": "the path of the sequencial file to read",
+    "paramRequired": true
+  },
+  {
+    "paramName": "out",
+    "paramLongName": "outputPath",
+    "paramDescription": "the path used to store temporary output files",
+    "paramRequired": true
+  },
+  {
+    "paramName": "ssm",
+    "paramLongName": "isSparkSessionManaged",
+    "paramDescription": "true if the spark session is managed, false otherwise",
+    "paramRequired": false
+  }
+]
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json
index f5641bc45..6c45538cf 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json
@@ -28,6 +28,12 @@
 		"paramLongName":"graphPath",
 		"paramDescription": "the path to the relations",
 		"paramRequired": true
+	},
+	{
+		"paramName":"cmp",
+		"paramLongName":"communityMapPath",
+		"paramDescription": "the path to the relations",
+		"paramRequired": true
 	}
 ]
 
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/config-default.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/config-default.xml
deleted file mode 100644
index e5ec3d0ae..000000000
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/config-default.xml
+++ /dev/null
@@ -1,30 +0,0 @@
-<configuration>
-    <property>
-        <name>jobTracker</name>
-        <value>yarnRM</value>
-    </property>
-    <property>
-        <name>nameNode</name>
-        <value>hdfs://nameservice1</value>
-    </property>
-    <property>
-        <name>oozie.use.system.libpath</name>
-        <value>true</value>
-    </property>
-    <property>
-        <name>hiveMetastoreUris</name>
-        <value>thrift://iis-cdh5-test-m3.ocean.icm.edu.pl:9083</value>
-    </property>
-    <property>
-        <name>hiveJdbcUrl</name>
-        <value>jdbc:hive2://iis-cdh5-test-m3.ocean.icm.edu.pl:10000</value>
-    </property>
-    <property>
-        <name>hiveDbName</name>
-        <value>openaire</value>
-    </property>
-    <property>
-        <name>oozie.launcher.mapreduce.user.classpath.first</name>
-        <value>true</value>
-    </property>
-</configuration>
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/workflow.xml
deleted file mode 100644
index 5f954ff38..000000000
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app/workflow.xml
+++ /dev/null
@@ -1,347 +0,0 @@
-<workflow-app name="sub_dump_community_funder_results" xmlns="uri:oozie:workflow:0.5">
-    <parameters>
-
-        <property>
-            <name>sourcePath</name>
-            <description>the source path</description>
-        </property>
-        <property>
-            <name>outputPath</name>
-            <description>the output path</description>
-        </property>
-        <property>
-            <name>communityMapPath</name>
-            <description>the path to the community map</description>
-        </property>
-        <property>
-            <name>selectedResults</name>
-            <description>the path the the possible subset ot results to be dumped</description>
-        </property>
-        <property>
-            <name>hiveDbName</name>
-            <description>the target hive database name</description>
-        </property>
-        <property>
-            <name>hiveJdbcUrl</name>
-            <description>hive server jdbc url</description>
-        </property>
-        <property>
-            <name>hiveMetastoreUris</name>
-            <description>hive server metastore URIs</description>
-        </property>
-        <property>
-            <name>sparkDriverMemory</name>
-            <description>memory for driver process</description>
-        </property>
-        <property>
-            <name>sparkExecutorMemory</name>
-            <description>memory for individual executor</description>
-        </property>
-        <property>
-            <name>sparkExecutorCores</name>
-            <description>number of cores used by single executor</description>
-        </property>
-        <property>
-            <name>oozieActionShareLibForSpark2</name>
-            <description>oozie action sharelib for spark 2.*</description>
-        </property>
-        <property>
-            <name>spark2ExtraListeners</name>
-            <value>com.cloudera.spark.lineage.NavigatorAppListener</value>
-            <description>spark 2.* extra listeners classname</description>
-        </property>
-        <property>
-            <name>spark2SqlQueryExecutionListeners</name>
-            <value>com.cloudera.spark.lineage.NavigatorQueryListener</value>
-            <description>spark 2.* sql query execution listeners classname</description>
-        </property>
-        <property>
-            <name>spark2YarnHistoryServerAddress</name>
-            <description>spark 2.* yarn history server address</description>
-        </property>
-        <property>
-            <name>spark2EventLogDir</name>
-            <description>spark 2.* event log dir location</description>
-        </property>
-    </parameters>
-
-    <global>
-        <job-tracker>${jobTracker}</job-tracker>
-        <name-node>${nameNode}</name-node>
-        <configuration>
-            <property>
-                <name>mapreduce.job.queuename</name>
-                <value>${queueName}</value>
-            </property>
-            <property>
-                <name>oozie.launcher.mapred.job.queue.name</name>
-                <value>${oozieLauncherQueueName}</value>
-            </property>
-            <property>
-                <name>oozie.action.sharelib.for.spark</name>
-                <value>${oozieActionShareLibForSpark2}</value>
-            </property>
-
-        </configuration>
-    </global>
-
-    <start to="fork_dump"/>
-
-    <kill name="Kill">
-        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
-    </kill>
-
-
-
-
-    <fork name="fork_dump">
-        <path start="dump_publication"/>
-        <path start="dump_dataset"/>
-        <path start="dump_orp"/>
-        <path start="dump_software"/>
-    </fork>
-
-    <action name="dump_publication">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Dump table publication for community/funder related products</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --driver-memory=${sparkDriverMemory}
-                --conf spark.extraListeners=${spark2ExtraListeners}
-                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
-                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
-                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
-                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/publication</arg>
-            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
-            <arg>--outputPath</arg><arg>${workingDir}/dump/publication</arg>
-            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
-            <arg>--dumpType</arg><arg>${dumpType}</arg>
-        </spark>
-        <ok to="join_dump"/>
-        <error to="Kill"/>
-    </action>
-
-    <action name="dump_dataset">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Dump table dataset for community/funder related products</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --driver-memory=${sparkDriverMemory}
-                --conf spark.extraListeners=${spark2ExtraListeners}
-                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
-                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
-                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
-                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/dataset</arg>
-            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
-            <arg>--outputPath</arg><arg>${workingDir}/dump/dataset</arg>
-            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
-        </spark>
-        <ok to="join_dump"/>
-        <error to="Kill"/>
-    </action>
-
-    <action name="dump_orp">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Dump table ORP for community related products</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --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.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/otherresearchproduct</arg>
-            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
-            <arg>--outputPath</arg><arg>${workingDir}/dump/otherresearchproduct</arg>
-            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
-        </spark>
-        <ok to="join_dump"/>
-        <error to="Kill"/>
-    </action>
-
-    <action name="dump_software">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Dump table software for community related products</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --driver-memory=${sparkDriverMemory}
-                --conf spark.extraListeners=${spark2ExtraListeners}
-                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
-                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
-                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
-                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/software</arg>
-            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
-            <arg>--outputPath</arg><arg>${workingDir}/dump/software</arg>
-            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
-        </spark>
-        <ok to="join_dump"/>
-        <error to="Kill"/>
-    </action>
-
-    <join name="join_dump" to="prepareResultProject"/>
-
-    <action name="prepareResultProject">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Prepare association result subset of project info</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkPrepareResultProject</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --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.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${sourcePath}</arg>
-            <arg>--outputPath</arg><arg>${workingDir}/preparedInfo</arg>
-        </spark>
-        <ok to="fork_extendWithProject"/>
-        <error to="Kill"/>
-    </action>
-
-    <fork name="fork_extendWithProject">
-        <path start="extend_publication"/>
-        <path start="extend_dataset"/>
-        <path start="extend_orp"/>
-        <path start="extend_software"/>
-    </fork>
-
-    <action name="extend_publication">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Extend dumped publications with information about project</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --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.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${workingDir}/dump/publication</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/publication</arg>
-            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
-        </spark>
-        <ok to="join_extend"/>
-        <error to="Kill"/>
-    </action>
-
-    <action name="extend_dataset">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Extend dumped dataset with information about project</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --driver-memory=${sparkDriverMemory}
-                --conf spark.extraListeners=${spark2ExtraListeners}
-                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
-                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
-                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
-                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${workingDir}/dump/dataset</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/dataset</arg>
-            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
-        </spark>
-        <ok to="join_extend"/>
-        <error to="Kill"/>
-    </action>
-
-    <action name="extend_orp">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Extend dumped ORP with information about project</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --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.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${workingDir}/dump/otherresearchproduct</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/orp</arg>
-            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
-        </spark>
-        <ok to="join_extend"/>
-        <error to="Kill"/>
-    </action>
-
-    <action name="extend_software">
-        <spark xmlns="uri:oozie:spark-action:0.2">
-            <master>yarn</master>
-            <mode>cluster</mode>
-            <name>Extend dumped software with information about project</name>
-            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
-            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
-            <spark-opts>
-                --executor-memory=${sparkExecutorMemory}
-                --executor-cores=${sparkExecutorCores}
-                --driver-memory=${sparkDriverMemory}
-                --conf spark.extraListeners=${spark2ExtraListeners}
-                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
-                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
-                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
-                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
-            </spark-opts>
-            <arg>--sourcePath</arg><arg>${workingDir}/dump/software</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/software</arg>
-            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
-        </spark>
-        <ok to="join_extend"/>
-        <error to="Kill"/>
-    </action>
-    <join name="join_extend" to="End"/>
-
-    <end name="End"/>
-
-</workflow-app>
-
-
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/import.txt b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/import.txt
deleted file mode 100644
index 15387e988..000000000
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/import.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-## This is a classpath-based import file (this header is required)
-dump_common classpath eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml
index 319517026..b559a25dc 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml
@@ -77,42 +77,259 @@
         </configuration>
     </global>
 
-    <start to="common_action_community_funder"/>
+    <start to="fork_dump"/>
 
     <kill name="Kill">
         <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
     </kill>
 
-    <action name="common_action_community_funder">
-        <sub-workflow>
-            <app-path>${wf:appPath()}/dump_common
-            </app-path>
-            <propagate-configuration/>
-            <configuration>
-                <property>
-                    <name>sourcePath</name>
-                    <value>${sourcePath}</value>
-                </property>
-                <property>
-                    <name>selectedResults</name>
-                    <value>${sourcePath}</value>
-                </property>
-                <property>
-                    <name>communityMapPath</name>
-                    <value>${workingDir}/communityMap</value>
-                </property>
-                <property>
-                    <name>outputPath</name>
-                    <value>${workingDir}</value>
-                </property>
-            </configuration>
-        </sub-workflow>
-        <ok to="splitForCommunities" />
-        <error to="Kill" />
+    <fork name="fork_dump">
+        <path start="dump_publication"/>
+        <path start="dump_dataset"/>
+        <path start="dump_orp"/>
+        <path start="dump_software"/>
+    </fork>
+
+    <action name="dump_publication">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Dump table publication for community/funder related products</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --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.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${selectedResults}/publication</arg>
+            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/dump/publication</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
+            <arg>--dumpType</arg><arg>${dumpType}</arg>
+        </spark>
+        <ok to="join_dump"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="dump_dataset">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Dump table dataset for community/funder related products</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --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.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${selectedResults}/dataset</arg>
+            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/dump/dataset</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
+        </spark>
+        <ok to="join_dump"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="dump_orp">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Dump table ORP for community related products</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${selectedResults}/otherresearchproduct</arg>
+            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/dump/otherresearchproduct</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
+        </spark>
+        <ok to="join_dump"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="dump_software">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Dump table software for community related products</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkDumpCommunityProducts</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --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.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${selectedResults}/software</arg>
+            <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/dump/software</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
+        </spark>
+        <ok to="join_dump"/>
+        <error to="Kill"/>
+    </action>
+
+    <join name="join_dump" to="prepareResultProject"/>
+
+    <action name="prepareResultProject">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Prepare association result subset of project info</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkPrepareResultProject</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${sourcePath}</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/preparedInfo</arg>
+        </spark>
+        <ok to="fork_extendWithProject"/>
+        <error to="Kill"/>
+    </action>
+
+    <fork name="fork_extendWithProject">
+        <path start="extend_publication"/>
+        <path start="extend_dataset"/>
+        <path start="extend_orp"/>
+        <path start="extend_software"/>
+    </fork>
+
+    <action name="extend_publication">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Extend dumped publications with information about project</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${workingDir}/dump/publication</arg>
+            <arg>--outputPath</arg><arg>${outputPath}/ext/publication</arg>
+            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
+        </spark>
+        <ok to="join_extend"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="extend_dataset">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Extend dumped dataset with information about project</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --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.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${workingDir}/dump/dataset</arg>
+            <arg>--outputPath</arg><arg>${outputPath}/ext/dataset</arg>
+            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
+        </spark>
+        <ok to="join_extend"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="extend_orp">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Extend dumped ORP with information about project</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${workingDir}/dump/otherresearchproduct</arg>
+            <arg>--outputPath</arg><arg>${outputPath}/ext/orp</arg>
+            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
+        </spark>
+        <ok to="join_extend"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="extend_software">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Extend dumped software with information about project</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkUpdateProjectInfo</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --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.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${workingDir}/dump/software</arg>
+            <arg>--outputPath</arg><arg>${outputPath}/ext/software</arg>
+            <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
+        </spark>
+        <ok to="join_extend"/>
+        <error to="Kill"/>
     </action>
 
 
-
+    <join name="join_extend" to="splitForCommunities"/>
     <action name="splitForCommunities">
         <spark xmlns="uri:oozie:spark-action:0.2">
             <master>yarn</master>
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/complete/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/complete/oozie_app/workflow.xml
index 8eab56992..7cc133323 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/complete/oozie_app/workflow.xml
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/complete/oozie_app/workflow.xml
@@ -298,6 +298,7 @@
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
                 --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+                --conf spark.sql.shuffle.partitions=3840
             </spark-opts>
             <arg>--sourcePath</arg><arg>${sourcePath}</arg>
             <arg>--outputPath</arg><arg>${workingDir}/validrelation</arg>
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/import.txt b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/import.txt
deleted file mode 100644
index 15387e988..000000000
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/import.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-## This is a classpath-based import file (this header is required)
-dump_common classpath eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/commoncommunityfunder/oozie_app
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/workflow.xml
index b990f4e49..2c05256cf 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/workflow.xml
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/funder/oozie_app/workflow.xml
@@ -77,12 +77,36 @@
         </configuration>
     </global>
 
-    <start to="fork_result_linked_to_projects"/>
+    <start to="prepareResultProject"/>
 
     <kill name="Kill">
         <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
     </kill>
 
+    <action name="prepareResultProject">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Prepare association result subset of project info</name>
+            <class>eu.dnetlib.dhp.oa.graph.dump.community.SparkPrepareResultProject</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${sourcePath}</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/preparedInfo</arg>
+        </spark>
+        <ok to="fork_result_linked_to_projects"/>
+        <error to="Kill"/>
+    </action>
+
 
     <fork name="fork_result_linked_to_projects">
         <path start="select_publication_linked_to_projects"/>
@@ -111,7 +135,8 @@
             <arg>--sourcePath</arg><arg>${sourcePath}/publication</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
             <arg>--outputPath</arg><arg>${workingDir}/result/publication</arg>
-            <arg>--graphPath</arg><arg>${sourcePath}</arg>
+            <arg>--graphPath</arg><arg>${workingDir}/preparedInfo</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
         </spark>
         <ok to="join_link"/>
         <error to="Kill"/>
@@ -137,7 +162,8 @@
             <arg>--sourcePath</arg><arg>${sourcePath}/dataset</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
             <arg>--outputPath</arg><arg>${workingDir}/result/dataset</arg>
-            <arg>--graphPath</arg><arg>${sourcePath}</arg>
+            <arg>--graphPath</arg><arg>${workingDir}/preparedInfo</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
         </spark>
         <ok to="join_link"/>
         <error to="Kill"/>
@@ -163,7 +189,8 @@
             <arg>--sourcePath</arg><arg>${sourcePath}/otherresearchproduct</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
             <arg>--outputPath</arg><arg>${workingDir}/result/otherresearchproduct</arg>
-            <arg>--graphPath</arg><arg>${sourcePath}</arg>
+            <arg>--graphPath</arg><arg>${workingDir}/preparedInfo</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
         </spark>
         <ok to="join_link"/>
         <error to="Kill"/>
@@ -189,41 +216,14 @@
             <arg>--sourcePath</arg><arg>${sourcePath}/software</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
             <arg>--outputPath</arg><arg>${workingDir}/result/software</arg>
-            <arg>--graphPath</arg><arg>${sourcePath}</arg>
+            <arg>--graphPath</arg><arg>${workingDir}/preparedInfo</arg>
+            <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
         </spark>
         <ok to="join_link"/>
         <error to="Kill"/>
     </action>
 
-    <join name="join_link" to="common_action_community_funder"/>
-
-    <action name="common_action_community_funder">
-        <sub-workflow>
-            <app-path>${wf:appPath()}/dump_common
-            </app-path>
-            <propagate-configuration/>
-            <configuration>
-                <property>
-                    <name>sourcePath</name>
-                    <value>${sourcePath}</value>
-                </property>
-                <property>
-                    <name>selectedResults</name>
-                    <value>${workingDir}/result</value>
-                </property>
-                <property>
-                    <name>communityMapPath</name>
-                    <value>${workingDir}/communityMap</value>
-                </property>
-                <property>
-                    <name>outputPath</name>
-                    <value>${workingDir}</value>
-                </property>
-            </configuration>
-        </sub-workflow>
-        <ok to="dump_funder_results" />
-        <error to="Kill" />
-    </action>
+    <join name="join_link" to="dump_funder_results"/>
 
     <action name="dump_funder_results">
         <spark xmlns="uri:oozie:spark-action:0.2">
@@ -242,9 +242,8 @@
                 --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
-            <arg>--sourcePath</arg><arg>${workingDir}/ext</arg>
+            <arg>--sourcePath</arg><arg>${workingDir}/result</arg>
             <arg>--outputPath</arg><arg>${outputPath}</arg>
-            <arg>--graphPath</arg><arg>${sourcePath}</arg>
         </spark>
         <ok to="End"/>
         <error to="Kill"/>
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java
index 86d2f93c9..c6798ac58 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java
@@ -35,12 +35,12 @@ public class PrepareResultProjectJobTest {
 	private static Path workingDir;
 
 	private static final Logger log = LoggerFactory
-		.getLogger(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class);
+			.getLogger(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class);
 
 	@BeforeAll
 	public static void beforeAll() throws IOException {
 		workingDir = Files
-			.createTempDirectory(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName());
+				.createTempDirectory(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName());
 		log.info("using work dir {}", workingDir);
 
 		SparkConf conf = new SparkConf();
@@ -54,10 +54,10 @@ public class PrepareResultProjectJobTest {
 		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
 
 		spark = SparkSession
-			.builder()
-			.appName(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName())
-			.config(conf)
-			.getOrCreate();
+				.builder()
+				.appName(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName())
+				.config(conf)
+				.getOrCreate();
 	}
 
 	@AfterAll
@@ -70,23 +70,23 @@ public class PrepareResultProjectJobTest {
 	void testNoMatch() throws Exception {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/no_match")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/no_match")
+				.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-			"-isSparkSessionManaged", Boolean.FALSE.toString(),
-			"-outputPath", workingDir.toString() + "/preparedInfo",
-			"-sourcePath", sourcePath
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/preparedInfo",
+				"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-			.textFile(workingDir.toString() + "/preparedInfo")
-			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+				.textFile(workingDir.toString() + "/preparedInfo")
+				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(0, verificationDataset.count());
 
@@ -96,37 +96,37 @@ public class PrepareResultProjectJobTest {
 	void testMatchOne() throws Exception {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_one")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_one")
+				.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-			"-isSparkSessionManaged", Boolean.FALSE.toString(),
-			"-outputPath", workingDir.toString() + "/preparedInfo",
-			"-sourcePath", sourcePath
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/preparedInfo",
+				"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-			.textFile(workingDir.toString() + "/preparedInfo")
-			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+				.textFile(workingDir.toString() + "/preparedInfo")
+				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(1, verificationDataset.count());
 
 		assertEquals(
-			1,
-			verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
+				1,
+				verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
 
 		verificationDataset.createOrReplaceTempView("table");
 
 		Dataset<Row> check = spark
-			.sql(
-				"Select projList.provenance.provenance  " +
-					"from table " +
-					"lateral view explode (projectsList) pl as projList");
+				.sql(
+						"Select projList.provenance.provenance  " +
+								"from table " +
+								"lateral view explode (projectsList) pl as projList");
 
 		assertEquals(1, check.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
 
@@ -138,88 +138,88 @@ public class PrepareResultProjectJobTest {
 	void testMatch() throws Exception {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match")
+				.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-			"-isSparkSessionManaged", Boolean.FALSE.toString(),
-			"-outputPath", workingDir.toString() + "/preparedInfo",
-			"-sourcePath", sourcePath
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/preparedInfo",
+				"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-			.textFile(workingDir.toString() + "/preparedInfo")
-			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+				.textFile(workingDir.toString() + "/preparedInfo")
+				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(2, verificationDataset.count());
 
 		assertEquals(
-			1,
-			verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
+				1,
+				verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
 		assertEquals(
-			1,
-			verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
+				1,
+				verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
 
 		verificationDataset.createOrReplaceTempView("dataset");
 
 		String query = "select resultId, MyT.id project , MyT.title title, MyT.acronym acronym , MyT.provenance.provenance provenance "
-			+ "from dataset "
-			+ "lateral view explode(projectsList) p as MyT ";
+				+ "from dataset "
+				+ "lateral view explode(projectsList) p as MyT ";
 
 		org.apache.spark.sql.Dataset<Row> resultExplodedProvenance = spark.sql(query);
 		assertEquals(3, resultExplodedProvenance.count());
 		assertEquals(
-			2,
-			resultExplodedProvenance
-				.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-				.count());
+				2,
+				resultExplodedProvenance
+						.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
+						.count());
 
 		assertEquals(
-			2,
-			resultExplodedProvenance
-				.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
-				.count());
+				2,
+				resultExplodedProvenance
+						.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter(
-					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter(
+								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter(
-					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter(
+								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter(
-					"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter(
+								"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+						.count());
 
 		assertEquals(
-			3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
+				3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
 
 	}
 
@@ -227,98 +227,121 @@ public class PrepareResultProjectJobTest {
 	public void testMatchValidated() throws Exception {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_validatedRels")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_validatedRels")
+				.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-			"-isSparkSessionManaged", Boolean.FALSE.toString(),
-			"-outputPath", workingDir.toString() + "/preparedInfo",
-			"-sourcePath", sourcePath
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/preparedInfo",
+				"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-			.textFile(workingDir.toString() + "/preparedInfo")
-			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+				.textFile(workingDir.toString() + "/preparedInfo")
+				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(2, verificationDataset.count());
 
 		assertEquals(
-			1,
-			verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
+				1,
+				verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
 		assertEquals(
-			1,
-			verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
+				1,
+				verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
 
 		verificationDataset.createOrReplaceTempView("dataset");
 
 		String query = "select resultId, MyT.id project , MyT.title title, MyT.acronym acronym , MyT.provenance.provenance provenance, "
-			+
-			"MyT.validated.validatedByFunder, MyT.validated.validationDate "
-			+ "from dataset "
-			+ "lateral view explode(projectsList) p as MyT ";
+				+
+				"MyT.validated.validatedByFunder, MyT.validated.validationDate "
+				+ "from dataset "
+				+ "lateral view explode(projectsList) p as MyT ";
 
 		org.apache.spark.sql.Dataset<Row> resultExplodedProvenance = spark.sql(query);
 		assertEquals(3, resultExplodedProvenance.count());
 		assertEquals(3, resultExplodedProvenance.filter("validatedByFunder = true").count());
 		assertEquals(
-			2,
-			resultExplodedProvenance
-				.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-				.count());
+				2,
+				resultExplodedProvenance
+						.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
+						.count());
 
 		assertEquals(
-			2,
-			resultExplodedProvenance
-				.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
-				.count());
+				2,
+				resultExplodedProvenance
+						.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter(
-					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
-						"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
-						"and validatedByFunder = true " +
-						"and validationDate = '2021-08-06'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter(
+								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
+										"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
+										"and validatedByFunder = true " +
+										"and validationDate = '2021-08-06'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter(
-					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
-						"and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80' " +
-						"and validatedByFunder = true and validationDate = '2021-08-04'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter(
+								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
+										"and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80' " +
+										"and validatedByFunder = true and validationDate = '2021-08-04'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
+						.count());
 
 		assertEquals(
-			1,
-			resultExplodedProvenance
-				.filter(
-					"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' " +
-						"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
-						"and validatedByFunder = true and validationDate = '2021-08-05'")
-				.count());
+				1,
+				resultExplodedProvenance
+						.filter(
+								"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' " +
+										"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
+										"and validatedByFunder = true and validationDate = '2021-08-05'")
+						.count());
 
 		assertEquals(
-			3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
+				3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
 
 	}
+
+	@Test
+	void testMatchx() throws Exception {
+
+		final String sourcePath = getClass()
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match")
+				.getPath();
+
+		SparkPrepareResultProject.main(new String[] {
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/preparedInfo",
+				"-sourcePath", sourcePath
+		});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<ResultProject> tmp = sc
+				.textFile(workingDir.toString() + "/preparedInfo")
+				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+
+		tmp.foreach(r -> System.out.println(OBJECT_MAPPER.writeValueAsString(r)));
+	}
+
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java
index 4967ae5a5..579958a62 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java
@@ -22,6 +22,7 @@ import org.slf4j.LoggerFactory;
 import com.fasterxml.jackson.databind.ObjectMapper;
 
 import eu.dnetlib.dhp.oa.graph.dump.funderresults.SparkResultLinkedToProject;
+import eu.dnetlib.dhp.schema.dump.oaf.community.CommunityResult;
 import eu.dnetlib.dhp.schema.oaf.Publication;
 import eu.dnetlib.dhp.schema.oaf.Result;
 
@@ -34,15 +35,15 @@ public class ResultLinkedToProjectTest {
 	private static Path workingDir;
 
 	private static final Logger log = LoggerFactory
-		.getLogger(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class);
+			.getLogger(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class);
 
 	private static final HashMap<String, String> map = new HashMap<>();
 
 	@BeforeAll
 	public static void beforeAll() throws IOException {
 		workingDir = Files
-			.createTempDirectory(
-				eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName());
+				.createTempDirectory(
+						eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName());
 		log.info("using work dir {}", workingDir);
 
 		SparkConf conf = new SparkConf();
@@ -56,10 +57,10 @@ public class ResultLinkedToProjectTest {
 		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
 
 		spark = SparkSession
-			.builder()
-			.appName(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName())
-			.config(conf)
-			.getOrCreate();
+				.builder()
+				.appName(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName())
+				.config(conf)
+				.getOrCreate();
 	}
 
 	@AfterAll
@@ -72,32 +73,34 @@ public class ResultLinkedToProjectTest {
 	void testNoMatch() throws Exception {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json")
+				.getPath();
 
 		final String graphPath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo")
+				.getPath();
+
+		final String communityMapPath = getClass()
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath")
+				.getPath();
 
 		SparkResultLinkedToProject.main(new String[] {
-			"-isSparkSessionManaged", Boolean.FALSE.toString(),
-			"-outputPath", workingDir.toString() + "/preparedInfo",
-			"-sourcePath", sourcePath,
-			"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
-			"-graphPath", graphPath
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/preparedInfo",
+				"-sourcePath", sourcePath,
+				"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
+				"-graphPath", graphPath,
+				"-communityMapPath", communityMapPath
 
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
-		JavaRDD<Result> tmp = sc
-			.textFile(workingDir.toString() + "/preparedInfo")
-			.map(item -> OBJECT_MAPPER.readValue(item, Result.class));
+		JavaRDD<CommunityResult> tmp = sc
+				.textFile(workingDir.toString() + "/preparedInfo")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 
-		org.apache.spark.sql.Dataset<Result> verificationDataset = spark
-			.createDataset(tmp.rdd(), Encoders.bean(Result.class));
-
-		Assertions.assertEquals(0, verificationDataset.count());
+		Assertions.assertEquals(0, tmp.count());
 
 	}
 
@@ -105,32 +108,34 @@ public class ResultLinkedToProjectTest {
 	void testMatchOne() throws Exception {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match/papers.json")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match/papers.json")
+				.getPath();
 
-		final String relationPath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match")
-			.getPath();
+		final String graphPath = getClass()
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo")
+				.getPath();
+
+		final String communityMapPath = getClass()
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath")
+				.getPath();
 
 		SparkResultLinkedToProject.main(new String[] {
-			"-isSparkSessionManaged", Boolean.FALSE.toString(),
-			"-outputPath", workingDir.toString() + "/preparedInfo",
-			"-sourcePath", sourcePath,
-			"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
-			"-graphPath", relationPath
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/preparedInfo",
+				"-sourcePath", sourcePath,
+				"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
+				"-graphPath", graphPath,
+				"-communityMapPath", communityMapPath
 
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
-		JavaRDD<Publication> tmp = sc
-			.textFile(workingDir.toString() + "/preparedInfo")
-			.map(item -> OBJECT_MAPPER.readValue(item, Publication.class));
+		JavaRDD<CommunityResult> tmp = sc
+				.textFile(workingDir.toString() + "/preparedInfo")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 
-		org.apache.spark.sql.Dataset<Publication> verificationDataset = spark
-			.createDataset(tmp.rdd(), Encoders.bean(Publication.class));
-
-		Assertions.assertEquals(1, verificationDataset.count());
+		Assertions.assertEquals(1, tmp.count());
 
 	}
 
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java
index 477481c08..5bb5a1178 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java
@@ -5,10 +5,14 @@ import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
 
+// import eu.dnetlib.dhp.oa.graph.dump.funderresults.SparkDumpFunderResults2;
+// import eu.dnetlib.dhp.oa.graph.dump.funderresults.SparkGetFunderList;
 import org.apache.commons.io.FileUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.JavaRDD;
 import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.api.java.function.ForeachFunction;
+import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SparkSession;
 import org.junit.jupiter.api.AfterAll;
@@ -52,10 +56,10 @@ public class SplitPerFunderTest {
 		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
 
 		spark = SparkSession
-			.builder()
-			.appName(SplitPerFunderTest.class.getSimpleName())
-			.config(conf)
-			.getOrCreate();
+				.builder()
+				.appName(SplitPerFunderTest.class.getSimpleName())
+				.config(conf)
+				.getOrCreate();
 	}
 
 	@AfterAll
@@ -68,86 +72,80 @@ public class SplitPerFunderTest {
 	void test1() throws Exception {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/extendeddump")
-			.getPath();
+				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext")
+				.getPath();
 
 		SparkDumpFunderResults.main(new String[] {
-			"-isSparkSessionManaged", Boolean.FALSE.toString(),
-			"-outputPath", workingDir.toString() + "/split",
-			"-sourcePath", sourcePath,
-			"-graphPath", sourcePath
+				"-isSparkSessionManaged", Boolean.FALSE.toString(),
+				"-outputPath", workingDir.toString() + "/split",
+				"-sourcePath", sourcePath
 
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
-		// FP7 3
+		// FP7 3 and H2020 3
 		JavaRDD<CommunityResult> tmp = sc
-			.textFile(workingDir.toString() + "/split/EC_FP7")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/EC_FP7")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 
 		org.apache.spark.sql.Dataset<CommunityResult> verificationDataset = spark
-			.createDataset(tmp.rdd(), Encoders.bean(CommunityResult.class));
+				.createDataset(tmp.rdd(), Encoders.bean(CommunityResult.class));
 
 		Assertions.assertEquals(3, verificationDataset.count());
 
 		Assertions
-			.assertEquals(
-				1, verificationDataset.filter("id = '50|dedup_wf_001::0d16b1714ab3077df73893a8ea57d776'").count());
+				.assertEquals(
+						1, verificationDataset.filter("id = '50|dedup_wf_001::0d16b1714ab3077df73893a8ea57d776'").count());
 
 		// CIHR 2
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/CIHR")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/CIHR")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(2, tmp.count());
 
 		// NWO 1
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/NWO")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/NWO")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// NIH 3
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/NIH")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/NIH")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(2, tmp.count());
 
 		// NSF 1
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/NSF")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/NSF")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// SNSF 1
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/SNSF")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/SNSF")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// NHMRC 1
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/NHMRC")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/NHMRC")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// H2020 3
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/EC_H2020")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/EC_H2020")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(3, tmp.count());
 
 		// MZOS 1
 		tmp = sc
-			.textFile(workingDir.toString() + "/split/MZOS")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+				.textFile(workingDir.toString() + "/split/MZOS")
+				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
-		// CONICYT 0
-		tmp = sc
-			.textFile(workingDir.toString() + "/split/CONICYTF")
-			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
-		Assertions.assertEquals(0, tmp.count());
-
 	}
+
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath/communityMap b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath/communityMap
new file mode 100644
index 000000000..905cdabe9
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath/communityMap
@@ -0,0 +1 @@
+{"ee":"SDSN - Greece","epos":"EPOS","enrmaps":"Energy Research","fet-h2020":"FET H2020","instruct":"Instruct-Eric","egi":"EGI Federation","euromarine":"Euromarine","covid-19":"COVID-19","dariah":"DARIAH EU","rda":"Research Data Alliance","clarin":"CLARIN","aginfra":"Agricultural and Food Sciences","risis":"RISI","fam":"Fisheries and Aquaculture Management","beopen":"Transport Research","elixir-gr":"ELIXIR GR","fet-fp7":"FET FP7","ifremer":"Ifremer","science-innovation-policy":"Science and Innovation Policy Studies","mes":"European Marine Scinece","oa-pg":"EC Post-Grant Open Access Pilot","ni":"Neuroinformatics","dh-ch":"Digital Humanities and Cultural Heritage"}
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/extendeddump/orp b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/dataset
similarity index 100%
rename from dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/extendeddump/orp
rename to dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/dataset
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/otherresearchproduct b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/otherresearchproduct
new file mode 100644
index 000000000..e69de29bb
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/project b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/project
new file mode 100644
index 000000000..f68cead77
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext/project
@@ -0,0 +1,12 @@
+{"callidentifier":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"Fotoniikka ja modernit kuvantamismenetelmät LT"},"code":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"135027"},"collectedfrom":[{"key":"10|openaire____::6ac933301a3933c8a22ceebea7000326","value":"Academy of Finland"}],"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"dateofcollection":"2019-01-25","dateoftransformation":"2019-04-16","duration":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"0"},"ecarticle29_3":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"false"},"ecsc39":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"false"},"extraInfo":[],"fundedamount":0.0,"fundingtree":[{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"<fundingtree><funder>\n         <id>aka_________::AKA</id>\n         <shortname>AKA</shortname>\n         <name>Academy of Finland</name>\n         <originalname>Academy of Finland</originalname>\n         <jurisdiction>FI</jurisdiction>\n      </funder></fundingtree>"}],"id":"40|cihr________::1e5e62235d094afd01cd56e65112fc63","jsonextrainfo":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"{}"},"lastupdatetimestamp":1594398578323,"oamandatepublications":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"false"},"optional1":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"190,000 €"},"originalId":["aka_________::135027"],"pid":[],"subjects":[],"title":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900000000000000022"},"value":"Dynamic 3D resolution-enhanced low-coherence interferometric imaging / Consortium: Hi-Lo"},"totalcost":0.0}
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Departamento de Ciencias Ambientales y Recursos Naturales","Universidad de Alicante. Centro Iberoamericano de la Biodiversidad","Biodiversidad y Biotecnología aplicadas a la Biología de la Conservación","Terrestrial Ecology (TE)"],"country":[{"code":"NL","label":"Netherlands","provenance":{"provenance":"Propagation of country to result collected from datasources of type institutional repositories","trust":"0.85"}},{"code":"ES","label":"Spain","provenance":{"provenance":"Propagation of country to result collected from datasources of type institutional repositories","trust":"0.85"}}],"coverage":[],"dateofcollection":"2018-10-03T06:57:46.116Z","description":["Herbivory affects subsequent herbivores, mainly regulated by the phytohormones jasmonic (JA) and salicylic acid (SA). Additionally, organisms such as soil microbes belowground or parasitoids that develop inside their herbivorous hosts aboveground, can change plant responses to herbivory. However, it is not yet well known how organisms of trophic levels other than herbivores, below- and above-ground, alter the interactions between insect species sharing a host plant. Here, we investigated whether the parasitoid Aphidius colemani and different soil microbial communities (created through plant-soil feedbacks) affect the JA and SA signalling pathways in response to the aphid Myzus persicae and the thrips Frankliniella occidentalis, as well as subsequent thrips performance. Our results show that the expression of the JA-responsive gene CaPINII in sweet pepper was more suppressed by aphids than by parasitised aphids. However, parasitism did not affect the expression of CaPAL1, a biosynthetic gene of SA. Furthermore, aphid feeding enhanced thrips performance compared with uninfested plants, but this was not observed when aphids were parasitised. Soils where different plant species were previously grown, did not affect plant responses or the interaction between herbivores. Our study shows that members of the third trophic level can modify herbivore interactions by altering plant physiology.\nThis work and T.V.’s activities were supported by Spanish Ministry of Science and Innovation, (CGL2016-79054), the Open Technology Program of NWO (TTW-13848), and the STSM Cost Action FA1405 funded by the European Union. A.P. research activities were supported by the Netherlands Organisation for Scientific Research (NWO, project no. 870.15.080)."],"format":["application/pdf","application/octet-stream"],"id":"50|dedup_wf_001::01644aebfe64e809f593492e515bc070","instance":[{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|opendoar____::e820a45f1dfc7b95282d10b6087e11c0","value":"Repositorio Institucional de la Universidad de Alicante"},"hostedby":{"key":"10|opendoar____::e820a45f1dfc7b95282d10b6087e11c0","value":"Repositorio Institucional de la Universidad de Alicante"},"license":"Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.","publicationdate":"2018-09-26","refereed":"UNKNOWN","type":"Article","url":["http://hdl.handle.net/10045/80968"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|driver______::bee53aa31dc2cbb538c10c2b65fa5824","value":"DOAJ-Articles"},"hostedby":{"key":"10|doajarticles::70703810b20723fe33cba6ffd7128212","value":"Scientific 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Computer Science and Artificial Intelligence Laboratory","Massachusetts Institute of Technology. Department of Mathematics","Lipson, Mark","Loh, Po-Ru","Berger, Bonnie"],"country":[{"code":"DZ","label":"Algeria","provenance":{"provenance":"Propagation of country to result collected from datasources of type institutional repositories","trust":"0.85"}},{"code":"US","label":"United States","provenance":{"provenance":"Propagation of country to result collected from datasources of type institutional repositories","trust":"0.85"}}],"coverage":[],"dateofcollection":"2020-09-12T07:56:34.334Z","description":["Austronesian languages are spread across half the globe, from Easter Island to Madagascar. Evidence from linguistics and archaeology indicates that the ‘Austronesian expansion,’ which began 4,000–5,000 years ago, likely had roots in Taiwan, but the ancestry of present-day Austronesian-speaking populations remains controversial. Here, we analyse genome-wide data from 56 populations using new methods for tracing ancestral gene flow, focusing primarily on Island Southeast Asia. We show that all sampled Austronesian groups harbour ancestry that is more closely related to aboriginal Taiwanese than to any present-day mainland population. Surprisingly, western Island Southeast Asian populations have also inherited ancestry from a source nested within the variation of present-day populations speaking Austro-Asiatic languages, which have historically been nearly exclusive to the mainland. Thus, either there was once a substantial Austro-Asiatic presence in Island Southeast Asia, or Austronesian speakers migrated to and through the mainland, admixing there before continuing to western Indonesia.","National Science Foundation (U.S.). Graduate Research Fellowship Program","Simons Foundation","National Institutes of Health (U.S.) (Grant R01GM108348)","National Institutes of Health (U.S.) (Training Grant 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In terms of stimuli, passively heard normatively associated word pairs produced the highest detection rate of N400 effects (50% of the participants), compared with semantically-similar word pairs (0%) and high-cloze sentences (17%). This result is consistent with a prediction error account of N400 magnitude, with highly predictable targets leading to smaller N400 waves, and therefore larger N400 effects. Overall, our data indicate that non-repeating normatively associated word pairs provide the highest probability of detecting single-subject N400s during passive listening, and may thereby provide a clinically viable means of assessing residual linguistic function. 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New polyethers, such as iubol (2), 22-hydroxy-15(28)- dehydrovenustatriol (3), 1,2-dehydropseudodehydrothyrsiferol (4), and secodehydrothyrsiferol (5) have been isolated and characterized from this alga. The structures were determined through the interpretation of NMR spectroscopic data and the relative configuration was proposed on the basis of NOESY spectrum and biogenetic considerations. All new compounds exhibited significant cytotoxic activity against a panel of cancer cell lines. © 2011 by the authors.","Financial support was provided by the grants MAREX (FP 7; KBBE-3-245137) (EU), CTQ2008-06754-C04-01 and SAF2008-02251 (MICINN); C2008000145 and EXMAR (ACISII); RD06/0020/1037 from Red Temática de Investigación Cooperativa en Cáncer, Instituto de Salud Carlos III, co-funded by the Fondo Europeo de Desarrollo Regional of the European Union, and Junta de Castilla y León (CSI052A11-2, and GR15-Experimental Therapeutics and Translational Oncology Program). 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Participants were privately interviewed at age 18 concerning several psychiatric problems including depression, anxiety, self-injury, alcohol/cannabis dependence, and conduct disorder. There was only slight to fair agreement between prospective and retrospective reports of childhood maltreatment (all Kappa's ≤ 0.31). Both prospective and retrospective reports of maltreatment were associated with age-18 psychiatric problems, though the strongest associations were found when maltreatment was retrospectively self-reported. These findings indicate that prospective and retrospective reports of childhood maltreatment capture largely non-overlapping groups of individuals. 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Plants inoculated with the fungal pathogen showed reduced disease symptoms in the resistant genotype in both soils, but the susceptible genotype was partially protected from the pathogen only when grown on the suppressive soil.\r\nThe ‘state of alert’ detected in tomatoes reveals novel mechanisms operating in plants in native soils and the soil microbiota appears to be one of the drivers of these plant responses."],"format":[],"id":"50|dedup_wf_001::09e54cbad6670d8f40a7de2704e2d2a4","instance":[{"accessright":{"code":"c_16ec","label":"RESTRICTED","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2","value":"Crossref"},"hostedby":{"key":"10|issn___print::35ee75a5ad42581d604be113a8f56427","value":"New Phytologist"},"license":"http://doi.wiley.com/10.1002/tdm_license_1.1","publicationdate":"2018-02-09","refereed":"UNKNOWN","type":"Article","url":["https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fnph.15014","http://onlinelibrary.wiley.com/wol1/doi/10.1111/nph.15014/fullpdf","http://dx.doi.org/10.1111/nph.15014"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|openaire____::8ac8380272269217cb09a928c8caa993","value":"UnpayWall"},"hostedby":{"key":"10|issn___print::35ee75a5ad42581d604be113a8f56427","value":"New Phytologist"},"refereed":"UNKNOWN","type":"Article","url":["https://nph.onlinelibrary.wiley.com/doi/pdfdirect/10.1111/nph.15014"]},{"collectedfrom":{"key":"10|openaire____::5f532a3fc4f1ea403f37070f59a7a53a","value":"Microsoft Academic Graph"},"hostedby":{"key":"10|issn___print::35ee75a5ad42581d604be113a8f56427","value":"New Phytologist"},"refereed":"UNKNOWN","type":"Article","url":["https://nph.onlinelibrary.wiley.com/doi/full/10.1111/nph.15014","https://nph.onlinelibrary.wiley.com/doi/pdf/10.1111/nph.15014","http://onlinelibrary.wiley.com/doi/10.1111/nph.15014/abstract","https://aperto.unito.it/handle/2318/1660820","https://academic.microsoft.com/#/detail/2793208206"]},{"accessright":{"code":"c_16ec","label":"RESTRICTED","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|opendoar____::89fcd07f20b6785b92134bd6c1d0fa42","value":"Archivio Istituzionale"},"hostedby":{"key":"10|opendoar____::89fcd07f20b6785b92134bd6c1d0fa42","value":"Archivio Istituzionale"},"publicationdate":"2018-01-01","refereed":"UNKNOWN","type":"Article","url":["http://hdl.handle.net/2318/1660820"]},{"collectedfrom":{"key":"10|openaire____::9e3be59865b2c1c335d32dae2fe7b254","value":"Datacite"},"hostedby":{"key":"10|openaire____::55045bd2a65019fd8e6741a755395c8c","value":"Unknown Repository"},"publicationdate":"2018-12-01","refereed":"UNKNOWN","type":"Other literature type","url":["http://dx.doi.org/10.1111/nph.15014"]}],"language":{"code":"und","label":"Undetermined"},"lastupdatetimestamp":1603727328518,"maintitle":"Native soils with their microbiotas elicit a state of alert in tomato plants","originalId":["10.1111/nph.15014","2793208206","oai:iris.unito.it:2318/1660820"],"pid":[{"scheme":"doi","value":"10.1111/nph.15014"},{"scheme":"pmid","value":"29424928"}],"projects":[{"acronym":"TomRes","code":"727929","funder":{"fundingStream":"H2020","jurisdiction":"EU","name":"European Commission","shortName":"EC"},"id":"40|corda__h2020::94c4a066401e22002c4811a301bb4655","provenance":{"provenance":"Harvested","trust":"0.900000000000000022"},"title":"A NOVEL AND INTEGRATED APPROACH TO INCREASE MULTIPLE AND COMBINED STRESS TOLERANCE IN PLANTS USING TOMATO AS A MODEL"}],"publicationdate":"2018-12-01","publisher":"Wiley","subjects":[{"subject":{"scheme":"keywords","value":"Plant Science"}},{"subject":{"scheme":"keywords","value":"Physiology"}},{"provenance":{"provenance":"Harvested","trust":"0.9"},"subject":{"scheme":"UNKNOWN","value":"Arbuscular mycorrhizal fungi; Defence responses; Lignin biosynthesis; Microbiota; Suppressive and conducive soils; Susceptible and resistant genotypes; Tomato; Physiology; Plant Science"}},{"provenance":{"provenance":"Inferred by OpenAIRE","trust":"0.891"},"subject":{"scheme":"mesheuropmc","value":"food and beverages"}},{"provenance":{"provenance":"Inferred by OpenAIRE","trust":"0.891"},"subject":{"scheme":"mesheuropmc","value":"fungi"}},{"provenance":{"provenance":"Inferred by OpenAIRE","trust":"0.8739"},"subject":{"scheme":"mesheuropmc","value":"complex mixtures"}}],"type":"publication"}
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This study focuses on estimating the evapotranspiration and crop coefficients of table grapes vineyards trained on overhead “tendone” systems in the Apulia region (Italy). Maximum vineyard transpiration was estimated by adopting the “direct” methodology for ETp proposed by the Food and Agriculture Organization in Irrigation and Drainage Paper No. 56, with crop parameters estimated from Landsat 8 and RapidEye satellite data in combination with ground-based meteorological data. The modeling results of two growing seasons (2013 and 2014) indicated that canopy growth, seasonal and 10-day sums evapotranspiration values were strictly related to thermal requirements and rainfall events. The estimated values of mean seasonal daily evapotranspiration ranged between 4.2 and 4.1 mm·d−1, while midseason estimated values of crop coefficients ranged from 0.88 to 0.93 in 2013,  and 1.02 to 1.04 in 2014, respectively. The experimental evapotranspiration values calculated represent the maximum value in absence of stress, so the resulting crop coefficients should be used with some caution. It is concluded that the retrieval of crop parameters and evapotranspiration derived from remotely-sensed data could be helpful for downscaling to the field the local weather conditions and agronomic practices and thus may be the basis for supporting grape growers and irrigation managers."],"format":["application/pdf"],"id":"50|dedup_wf_001::0bc332de35b4eb0cc3d0c54b3ff22dd3","instance":[{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|openaire____::a8db6f6b2ce4fe72e8b2314a9a93e7d9","value":"Sygma"},"hostedby":{"key":"10|openaire____::55045bd2a65019fd8e6741a755395c8c","value":"Unknown Repository"},"license":"https://creativecommons.org/licenses/by/4.0/","refereed":"UNKNOWN","type":"Article","url":["http://dx.doi.org/10.3390/rs71114708"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2","value":"Crossref"},"hostedby":{"key":"10|doajarticles::f7180a75ef642fcf5309759e0d2c431a","value":"Remote Sensing"},"license":"https://creativecommons.org/licenses/by/4.0/","publicationdate":"2015-11-05","refereed":"UNKNOWN","type":"Article","url":["http://www.mdpi.com/2072-4292/7/11/14708/pdf","http://dx.doi.org/10.3390/rs71114708"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|openaire____::8ac8380272269217cb09a928c8caa993","value":"UnpayWall"},"hostedby":{"key":"10|doajarticles::f7180a75ef642fcf5309759e0d2c431a","value":"Remote Sensing"},"license":"cc-by","refereed":"UNKNOWN","type":"Article","url":["https://www.mdpi.com/2072-4292/7/11/14708/pdf"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|openaire____::5f532a3fc4f1ea403f37070f59a7a53a","value":"Microsoft Academic Graph"},"hostedby":{"key":"10|doajarticles::f7180a75ef642fcf5309759e0d2c431a","value":"Remote Sensing"},"refereed":"UNKNOWN","type":"Article","url":["https://dblp.uni-trier.de/db/journals/remotesensing/remotesensing7.html#VaninoPNMBD15","https://doi.org/10.3390/rs71114708","https://core.ac.uk/display/55147144","http://doi.org/10.3390/rs71114708","https://academic.microsoft.com/#/detail/2149946514"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|openaire____::c2cdfa5866e03cdd07d313cbc8fb8311","value":"Multidisciplinary Digital Publishing Institute"},"hostedby":{"key":"10|doajarticles::f7180a75ef642fcf5309759e0d2c431a","value":"Remote Sensing"},"license":"http://creativecommons.org/licenses/by/3.0/","publicationdate":"2015-11-05","refereed":"UNKNOWN","type":"Other literature type","url":["http://dx.doi.org/10.3390/rs71114708"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|driver______::bee53aa31dc2cbb538c10c2b65fa5824","value":"DOAJ-Articles"},"hostedby":{"key":"10|doajarticles::f7180a75ef642fcf5309759e0d2c431a","value":"Remote Sensing"},"publicationdate":"2015-11-01","refereed":"UNKNOWN","type":"Article","url":["http://www.mdpi.com/2072-4292/7/11/14708","https://doaj.org/toc/2072-4292"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|opendoar____::d8c24ca8f23c562a5600876ca2a550ce","value":"Archivio della ricerca - 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Vertical velocities can be estimated indirectly from in situ observations by theoretical frameworks like the-equation. Direct measures of vertical exchanges are challenging due to their typically ephemeral spatiotemporal scales. In this study we address this problem with an adaptive sampling strategy coupling various biophysical instruments. We analyze the 3-D organization of a cyclonic mesoscale structure finely sampled during the Observing Submesoscale Coupling At High Resolution cruise in the Ligurian Sea during fall 2015. The observations, acquired with a moving vessel profiler, highlight a subsurface low-salinity layer (≃50 m), as well as rising isopycnals, generated by geostrophic cyclonic circulation, in the structure's center. Reconstructed 3-D fields of density and horizontal velocities are used to estimate the vertical velocity field down to 250 m by applying the adiabatic QG-equation, for the first time in this region. The vertical motions are characterized by multipolar patterns of downward and upward velocities on the edges of the structure and significantly smaller vertical velocities in its center. Both the 3-D distribution of particles (size ≥100 μm), measured with a laser optical plankton counter, and the Synechococcus and Prochlorococcus abundances (cell per cubic meter) measured by flow cytometry are consistent with the 3-D velocity field. In particular, a secondary vertical recirculation is identified that upwells particles (from 250 to 100 m) along isohalines to the structure's center. Besides demonstrating the effect of vertical patterns on biogeochemical distributions, this case study suggests to use particle matter as a tracer to assess physical dynamics."],"format":["application/pdf"],"id":"50|dedup_wf_001::0d16b1714ab3077df73893a8ea57d776","instance":[{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|opendoar____::7e7757b1e12abcb736ab9a754ffb617a","value":"Hyper Article en Ligne"},"hostedby":{"key":"10|opendoar____::7e7757b1e12abcb736ab9a754ffb617a","value":"Hyper Article en 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+{"author":[{"fullname":"Sanda Pletikosic","rank":1},{"fullname":"Mladenka Tkalčić","rank":2}],"bestaccessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":[{"key":"10|opendoar____::2e3d2c4f33a7a1f58bc6c81cacd21e9c","value":"Repository of the University of Rijeka, Faculty of Humanities and Social Sciences"},{"key":"10|opendoar____::1c1d4df596d01da60385f0bb17a4a9e0","value":"HRČAK - Portal of scientific journals of Croatia"},{"key":"10|driver______::bee53aa31dc2cbb538c10c2b65fa5824","value":"DOAJ-Articles"}],"contributor":[],"country":[{"code":"HR","label":"Croatia","provenance":{"provenance":"Propagation of country to result collected from datasources of type institutional repositories","trust":"0.85"}}],"coverage":[],"dateofcollection":"2020-05-09T12:33:14.336Z","description":["Irritable bowel syndrome is regarded as a biopsychosocial disorder, the result of a complex combination of predisposing, precipitating and perpetuating factors. Personality traits, affective status and stress are some of the relevant factors contributing to lower quality of life and symptom exacerbation in IBS patients. In order to examine the role of stress in IBS symptom exacerbation, the aims of this study were to explore the relationship of daily stressful events and symptom severity in a prospective manner and to explore the roles of neuroticism, anxiety, depression and stress in the vicious circle of symptom perpetuation. A total of 49 patients with IBS reported their symptom severity and daily stressful events intensity each day for 14 consecutive days. They also completed the Big five personality inventory, the Beck Depression Inventory and the State-trait anxiety inventory. Cross-correlation analyses were performed on the time series data for daily stress and symptom severity for each participant separately. Four different patterns of relationships were found in different subgroups of participants: positive cross-correlations of symptom severity and stress intensity on the same day; higher symptom severity on days following stressful days; lower symptom severity on days following stressful days; and lower stress intensity on days following severe symptoms. Using average scores for daily stress and symptom severity, as well as scores for neuroticism, anxiety and depression, we performed a path analysis to test a model of symptom exacerbation. It showed that, on the group level, average stress intensity predicts average symptom severity. Neuroticism and anxiety were not significant predictors of symptom severity, while depression showed a marginally significant relationship with symptom severity, mediated by stress intensity. In conclusion, depression and daily stress seem to be important contributors to the vicious circle of IBS symptom perpetuation.","Síndrome del intestino irritable se considera un trastorno biopsicosocial, el resultado de la combinación compleja de factores predisponentes, precipitantes y perpetuos. Rasgos de personalidad, estado afectivo y estrés son algunos de los factores relevantes que contribuyen a la calidad de vida más baja y la exacerbación sintomática de los pacientes con SII. Para examinar el papel del estrés en la exacerbación sintomática de SII, el objetivo de este estudio era explorar la relación entre los acontecimientos cotidianos estresantes y la intensidad de los síntomas de forma prospectiva, tanto como explorar los papeles del neuroticismo, ansiedad, depresión y estrés en el círculo vicioso de perpetuación de los síntomas. Todos los 49 pacientes con SII informaron sobre la intensidad de los síntomas y la intensidad de los acontecimientos cotidianos estresantes cada día durante 14 días consecutivos. Además, completaron el Test de personalidad de los cinco grandes, Inventario de depresión de Beck e Inventario de ansiedad estado-rasgo. En los datos de series temporales se hizo el análisis de correlación cruzada para la intensidad del estrés diario y de los síntomas para cada participante por separado. Se encontraron cuatro patrones de relación diferentes en diferentes subgrupos de participantes: correlación cruzada positiva de la intensidad de los síntomas y del estrés el mismo día; intensidad de los síntomas más alta en los días después de los días estresantes; intensidad de los síntomas más baja en los días después de los días estresantes e intensidad del estrés más baja en los días después de los síntomas graves. Usando resultados promedios para el estrés diario y la intensidad de los síntomas, tanto como resultados para el neuroticismo, ansiedad y depresión, realizamos un análisis del camino para examinar el modelo de la exacerbación de los síntomas. Mostró que, al nivel de grupo, la intensidad del estrés promedia predice la intensidad de los síntomas promedia. Neuroticismo y ansiedad no eran predictores significativos de la intensidad de los síntomas, mientras que la depresión demostró una relación marginalmente significante con la intensidad de los síntomas, mediada por la intensidad del estrés. En conclusión, la depresión y el estrés diario parecen ser contribuidores importantes al círculo vicioso de la perpetuación de los síntomas SII."],"format":["application/pdf"],"id":"50|dedup_wf_001::054ea3bc3ccc386d150d900776e1070d","instance":[{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|opendoar____::2e3d2c4f33a7a1f58bc6c81cacd21e9c","value":"Repository of the University of Rijeka, Faculty of Humanities and Social Sciences"},"hostedby":{"key":"10|opendoar____::2e3d2c4f33a7a1f58bc6c81cacd21e9c","value":"Repository of the University of Rijeka, Faculty of Humanities and Social Sciences"},"license":"http://creativecommons.org/licenses/by/4.0/","publicationdate":"2016-04-01","refereed":"UNKNOWN","type":"Article","url":["https://repository.ffri.uniri.hr/islandora/object/ffri:1182","https://urn.nsk.hr/urn:nbn:hr:186:701987","https://repository.ffri.uniri.hr/islandora/object/ffri:1182/datastream/FILE0"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|opendoar____::1c1d4df596d01da60385f0bb17a4a9e0","value":"HRČAK - Portal of scientific journals of Croatia"},"hostedby":{"key":"10|opendoar____::1c1d4df596d01da60385f0bb17a4a9e0","value":"HRČAK - Portal of scientific journals of Croatia"},"publicationdate":"2016-01-01","refereed":"UNKNOWN","type":"Other literature type","url":["https://hrcak.srce.hr/156331","https://hrcak.srce.hr/file/230444"]},{"accessright":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"collectedfrom":{"key":"10|driver______::bee53aa31dc2cbb538c10c2b65fa5824","value":"DOAJ-Articles"},"hostedby":{"key":"10|doajarticles::23738aeeb586d9f9b652c75aaff54dd4","value":"Psychological Topics"},"publicationdate":"2016-04-01","refereed":"UNKNOWN","type":"Article","url":["http://pt.ffri.hr/index.php/pt/article/view/317","https://doaj.org/toc/1332-0742"]}],"language":{"code":"eng","label":"English"},"lastupdatetimestamp":1603727328518,"maintitle":"The role of stress in IBS symptom severity","originalId":["oai:repository.ffri.uniri.hr:ffri_1182","oai:hrcak.srce.hr:156331","oai:doaj.org/article:4394c5a4f62849ffac7ea485a91540a3"],"pid":[],"projects":[{"code":"009-0092660-2655","funder":{"jurisdiction":"HR","name":"Ministry of Science, Education and Sports of the Republic of Croatia (MSES)","shortName":"MZOS"},"id":"40|irb_hr______::ad496254144c27606e4058841e060fa0","provenance":{"provenance":"Harvested","trust":"0.900000000000000022"},"title":"Psychosomatic aspects of chronic functional and inflammatory bowel diseases"}],"publicationdate":"2016-04-01","subjects":[{"provenance":{"provenance":"Harvested","trust":"0.9"},"subject":{"scheme":"keyword","value":"irritable bowel syndrome"}},{"provenance":{"provenance":"Harvested","trust":"0.9"},"subject":{"scheme":"keyword","value":"symptom severity"}},{"provenance":{"provenance":"Harvested","trust":"0.9"},"subject":{"scheme":"keyword","value":"daily stress"}},{"provenance":{"provenance":"Harvested","trust":"0.9"},"subject":{"scheme":"keyword","value":"depression"}},{"provenance":{"provenance":"Harvested","trust":"0.9"},"subject":{"scheme":"keyword","value":"DRUŠTVENE ZNANOSTI. 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In natural materials, such as nacre, there are examples of multifunctional macromolecules that have combined binding affinities for different materials within the same molecule, thereby bridging these materials and acting as a molecular glue. Here, we describe the use of a designed multifunctional protein that is used for self-assembly of nanofibrillar cellulose. Recent advances in the production of cellulose nanofibrils have given inspiration for new uses of cellulosic materials. Cellulose nanofibrils have mechanical and structural features that open new possibilities for performance in composites and other nanoscale materials. Functionalisation was realised through a bi-functional fusion protein having both an ability to bind to cellulose and a second functionality of surface activity. The cellulose-binding function was obtained using cellulose-binding domains from cellulolytic enzymes and the surface activity through the use of a surface active protein called hydrophobin. Using the bi-functional protein, cellulose nanofibrils could be assembled into tightly packed thin films at the air/water interface and at the oil/water interface. It was shown that the combination of protein and cellulose nanofibrils resulted in a synergistic improvement in the formation and stability of oil-in-water emulsions resulting in emulsions that were stable for several months. The bi-functionality of the protein also allowed the binding of hydrophobic solid drug nanoparticles to cellulose nanofibrils and thereby improving their long-term stability under physiological conditions."}],"externalReference":[],"extraInfo":[],"format":[],"fulltext":[],"id":"50|355e65625b88::ffa5bad14f4adc0c9a15c00efbbccddb","instance":[{"accessright":{"classid":"CLOSED","classname":"Closed Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":{"key":"10|openaire____::4692342f0992d91f9e705c26959f09e0","value":"VTT Research Information 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+{"author":[{"fullname":"Macharia, Bodia","name":"Bodia","pid":[],"rank":1,"surname":"Macharia"}],"bestaccessright":{"classid":"OPEN","classname":"Open Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":[{"key":"10|openaire____::149c6590f8a06b46314eed77bfca693f","value":"Canada Research"}],"context":[],"contributor":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Crosta, Suzanne"},{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"French"}],"country":[],"coverage":[],"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"dateofacceptance":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"2006-06-01"},"dateofcollection":"2020-09-30T05:06:26.491Z","dateoftransformation":"2020-10-09T05:07:41.329Z","description":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"<p>Ce qui nous frappe en premier lieu dans le roman de Melchior Mbonimpa, Le Totem des Baranda, c'est l'efficacité de sa fonction didactique. Le livre est porteur d'un message, d'une vision sur l'histoire de l'Afrique des Grands Lacs qu'on rencontre rarement dans l'actualité ou l'histoire immédiate que nous livrent les médias.</p> <p>Cette thèse se penchera sur un aspect de ce roman qui a particulièrement attiré notre attention: la représentation de la résistance à travers l'affirmation identitaire des personnages féminins. Dans notre analyse de ce thème, nous accordons une grande importance au contexte socioculturel et à l'imaginaire collectif qui nourrissent l'auteur et dans lesquels s'inscrivent ses personnages. L'étude soulignera la fonction sociale de l'écrivain et relèvera la contribution de la fiction à la culture africaine. Nous mettrons en évidence les positions idéologiques de l'auteur et le message de sensibilisation qu'il adresse à diverses catégories de lecteurs: ceux qui se trouvent en Afrique, les Africains de la diaspora, et les lecteurs non-Africains qui s'intéressent à son œuvre. Cette orientation idéologique affecte évidemment la manière dont s'exprime la résistance des pnncIpaux personnages féminins du roman. Elle détermine la place que cette fiction accorde à la femme, et qui correspond sans doute à la place que, selon les souhaits de l'auteur, la femme devrait occuper dans le contexte culturel africain. Notre étude insiste aussi sur le fait que dans ce roman, la modernité se nourrit de la culture traditionnelle et ne renie pas les valeurs du passé.</p> <p>Ainsi, le parcours narratif montre que dans leur résistance, les héroïnes de la généalogie vivent à leur époque, mais chacune porte plus loin une mission transmise par les précédentes.</p>"},{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Master of Arts (MA)"}],"externalReference":[],"extraInfo":[],"format":[],"fulltext":[],"id":"50|73490d0e0f82::4ebf4c756904fa8a37615e44b1200332","instance":[{"accessright":{"classid":"OPEN","classname":"Open Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":{"key":"10|openaire____::149c6590f8a06b46314eed77bfca693f","value":"Canada Research"},"dateofacceptance":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"2006-06-01"},"distributionlocation":"","hostedby":{"key":"10|openaire____::149c6590f8a06b46314eed77bfca693f","value":"Canada Research"},"instancetype":{"classid":"0044","classname":"Thesis","schemeid":"dnet:publication_resource","schemename":"dnet:publication_resource"},"refereed":{"classid":"0000","classname":"UNKNOWN","schemeid":"dnet:review_levels","schemename":"dnet:review_levels"},"url":["https://canadaresearch.mcmaster.ca/handle/11375/10605"]}],"language":{"classid":"und","classname":"Undetermined","schemeid":"dnet:languages","schemename":"dnet:languages"},"lastupdatetimestamp":1603720429600,"oaiprovenance":{"originDescription":{"altered":true,"baseURL":"https%3A%2F%2Fcanadaresearch.mcmaster.ca%2Foai%2Frequest","datestamp":"2020-09-23T17:34:27Z","harvestDate":"2020-09-30T05:06:26.491Z","identifier":"oai:canadaresearch.mcmaster.ca:11375/10605","metadataNamespace":"http://www.openarchives.org/OAI/2.0/oai_dc/"}},"originalId":["oai:canadaresearch.mcmaster.ca:11375/10605"],"pid":[],"relevantdate":[],"resourcetype":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:dataCite_resource","schemename":"dnet:dataCite_resource"},"resulttype":{"classid":"publication","classname":"publication","schemeid":"dnet:result_typologies","schemename":"dnet:result_typologies"},"source":[],"subject":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:subject_classification_typologies","schemename":"dnet:subject_classification_typologies"},"value":"French and Francophone Language and Literature"},{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:subject_classification_typologies","schemename":"dnet:subject_classification_typologies"},"value":"French and Francophone Language and Literature"}],"title":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"main title","classname":"main title","schemeid":"dnet:dataCite_title","schemename":"dnet:dataCite_title"},"value":"Pour une renaissance généalogique: résistance féminine chez Melchior Mbonimpa"}]}
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Measurements were performed in magnetic fields up to 1.7 T. Small current densities ranging from 0.03 A/cm² to 3.0 A/cm² were applied. The resistivity of Bi₂Sr₂CaCu₂Ox single crystals was analyzed in terms of the thermally activated flux flow expression, ρ =ρ₀U/T exp(-U/T) where T is the temperature. It was found that the activation energy was given by Uα(Hsinθ)^(⁻α) where α≈1/3 and that the prefactor had the form, ρ₀Hsinθ, where H was the applied field and θ the angle of the field with respect to the CuO₂ planes. Results demonstrated that dissipation could be accounted for by the motion of two-dimensional vortices whose density is given by the field, Hsinθ, projected on the CuO₂ planes. Measurements of the resistivity and current dependent resistivity were performed with two Sn-doped and two Sb-doped polycrystalline Bi(1.7)Pb(0.3)Sr₂Ca₂Cu₃O(y) samples. Features in the temperature derivative of the resistivity curves were associated with the presence of a superconducting transition between superconducting grains, coupled by weak links with a distribution of critical currents and critical temperatures, and the superconducting transition within grains. The transition between grains was more strongly suppressed in temperature with the application of a magnetic field in samples with weaker coupling between grains. The presence of a transition in a magnetic field due to weak links between grains was verified at 77 K by the observation of a current dependent resistivity in a magnetic field. Measurements of a Bi₂Sr₂CaCu₂Ox diffusion grown thick film ring were done. The transverse voltage, the voltage at the centre of a 120 μm thick branch with respect to the centre of a 76 μm thick branch, was measured. 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new file mode 100644
index 000000000..515d1c9a6
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From ff74e733692e48a33afeed3d7826e685264f23cc Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Tue, 21 Jun 2022 18:02:51 +0200
Subject: [PATCH 15/23] [DUMP NEW FUNDED PRODUCTS] change in resources

---
 .../dhp/oa/graph/dump/funderresource/nomatch/papers.json        | 2 +-
 .../dhp/oa/graph/dump/funderresource/preparedInfo/resultProject | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json
index fda631c2f..dd6026980 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json
+++ b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json
@@ -12,7 +12,7 @@
 {"author":[{"fullname":"Sharp, Jeremy","name":"Jeremy","pid":[],"rank":1,"surname":"Sharp"}],"bestaccessright":{"classid":"OPEN","classname":"Open Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":[{"key":"10|openaire____::149c6590f8a06b46314eed77bfca693f","value":"Canada Research"}],"context":[],"contributor":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Savage, A."},{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"English"}],"country":[],"coverage":[],"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"dateofacceptance":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"1997-08-01"},"dateofcollection":"2020-09-30T05:06:27.768Z","dateoftransformation":"2020-10-09T05:07:56.297Z","description":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"<p>This study examines Leonard Cohen's novel <em>Beautiful Losers</em> through the lenses of allegorical and authorial theories to appreciate how the novel uses allegorical techniques to code into symbolic terms an exploration of the polysemous nature of the word ''translation.'' The first chapter studies the stylistic and conceptual dimensions of allegory as a literary genre - as critics like Northrop Frye, Angus Fletchet, and Maureen Quilligan help to define it - while arguing that Cohen's novel is consciously allegorical, challenging readers to interpret what it \"means,\" or may mean. The second chapter performs an intensive re-reading of <em>Beautiful Losers</em>, examining how the novel uses complex systems of verbal play (particularly puns) to coordinate a reunification of various dichotomies historical \"reality\"/imaginative myth, secularity/spirituality, enslavement/sanctification, among others - employed throughout the text. The thesis concludes that the novel is perpetually playing with various types of translation (spiritual, linguistic, physical, and so forth), affirming the need for emotionally-charged, devotional forms of expression (like song and prayer) over more clinical attempts to reorder or recreate the world and its inhabitants. Ultimately, this discussion argues that an understanding of the allegorical dimensions of <em>Beautiful Losers</em> may illuminate how Cohen's other works (particularly his songs) may be studied as attempts to associate word with voice, to emphasize the process of expression (translation) rather than just the finished product.</p>"},{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Master of Arts (MA)"}],"externalReference":[],"extraInfo":[],"format":[],"fulltext":[],"id":"50|73490d0e0f82::8ab8cb6d096b31eb67b4aaf43ca2d75f","instance":[{"accessright":{"classid":"OPEN","classname":"Open Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":{"key":"10|openaire____::149c6590f8a06b46314eed77bfca693f","value":"Canada Research"},"dateofacceptance":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"1997-08-01"},"distributionlocation":"","hostedby":{"key":"10|openaire____::149c6590f8a06b46314eed77bfca693f","value":"Canada Research"},"instancetype":{"classid":"0044","classname":"Thesis","schemeid":"dnet:publication_resource","schemename":"dnet:publication_resource"},"refereed":{"classid":"0000","classname":"UNKNOWN","schemeid":"dnet:review_levels","schemename":"dnet:review_levels"},"url":["https://canadaresearch.mcmaster.ca/handle/11375/11059"]}],"language":{"classid":"und","classname":"Undetermined","schemeid":"dnet:languages","schemename":"dnet:languages"},"lastupdatetimestamp":1603720442126,"oaiprovenance":{"originDescription":{"altered":true,"baseURL":"https%3A%2F%2Fcanadaresearch.mcmaster.ca%2Foai%2Frequest","datestamp":"2020-09-23T17:34:51Z","harvestDate":"2020-09-30T05:06:27.768Z","identifier":"oai:canadaresearch.mcmaster.ca:11375/11059","metadataNamespace":"http://www.openarchives.org/OAI/2.0/oai_dc/"}},"originalId":["oai:canadaresearch.mcmaster.ca:11375/11059"],"pid":[],"relevantdate":[],"resourcetype":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:dataCite_resource","schemename":"dnet:dataCite_resource"},"resulttype":{"classid":"publication","classname":"publication","schemeid":"dnet:result_typologies","schemename":"dnet:result_typologies"},"source":[],"subject":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:subject_classification_typologies","schemename":"dnet:subject_classification_typologies"},"value":"English Language and Literature"},{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:subject_classification_typologies","schemename":"dnet:subject_classification_typologies"},"value":"English Language and Literature"}],"title":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"main title","classname":"main title","schemeid":"dnet:dataCite_title","schemename":"dnet:dataCite_title"},"value":"''What'd I Say?\": Beautiful Losers' Allegory of Translation"}]}
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Vastaajien mukaan toimipisteen luonne oli yhteydessä osallisuuden tukemiseen päihdepalveluissa."}],"externalReference":[],"extraInfo":[],"format":[],"fulltext":[],"id":"50|a89337edbe55::5115f8bae044b12a72b0741673c66fcb","instance":[{"accessright":{"classid":"OPEN","classname":"Open Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":{"key":"10|openaire____::60c9c3845e65705771ad92eb451cfb2f","value":"Journal.fi"},"dateofacceptance":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"2014-09-23"},"distributionlocation":"","hostedby":{"key":"10|openaire____::60c9c3845e65705771ad92eb451cfb2f","value":"Journal.fi"},"instancetype":{"classid":"0001","classname":"Article","schemeid":"dnet:publication_resource","schemename":"dnet:publication_resource"},"refereed":{"classid":"0000","classname":"UNKNOWN","schemeid":"dnet:review_levels","schemename":"dnet:review_levels"},"url":["https://journal.fi/sla/article/view/47238"]}],"journal":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"edition":"","ep":"","iss":"2","issnLinking":"","issnOnline":"","issnPrinted":"0355-5097","name":"Sosiaalilääketieteellinen Aikakauslehti","sp":"","vol":"51"},"language":{"classid":"fin","classname":"Finnish","schemeid":"dnet:languages","schemename":"dnet:languages"},"lastupdatetimestamp":1603720434259,"oaiprovenance":{"originDescription":{"altered":true,"baseURL":"https%3A%2F%2Fjournal.fi%2Findex%2Foai","datestamp":"2015-07-02T10:20:48Z","harvestDate":"2020-08-27T13:08:26.705Z","identifier":"oai:journal.fi:article/47238","metadataNamespace":""}},"originalId":["oai:journal.fi:article/47238"],"pid":[],"publisher":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Sosiaalilääketieteen yhdistys ry"},"relevantdate":[],"resourcetype":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:dataCite_resource","schemename":"dnet:dataCite_resource"},"resulttype":{"classid":"publication","classname":"publication","schemeid":"dnet:result_typologies","schemename":"dnet:result_typologies"},"source":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Sosiaalilääketieteellinen Aikakauslehti"}],"subject":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:subject_classification_typologies","schemename":"dnet:subject_classification_typologies"},"value":"Artikkelit"}],"title":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"main title","classname":"main title","schemeid":"dnet:dataCite_title","schemename":"dnet:dataCite_title"},"value":"Päihdepalvelujen piirissä olevien vanhempien osallisuuden tukeminen"}]}
 {"author":[{"fullname":"Ritari, Katja","name":"Katja","pid":[],"rank":1,"surname":"Ritari"}],"bestaccessright":{"classid":"OPEN","classname":"Open Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":[{"key":"10|openaire____::60c9c3845e65705771ad92eb451cfb2f","value":"Journal.fi"}],"context":[],"contributor":[],"country":[],"coverage":[],"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"dateofacceptance":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"2018-12-05"},"dateofcollection":"","dateoftransformation":"2020-08-27T17:00:21.371Z","description":[],"externalReference":[],"extraInfo":[],"format":[],"fulltext":[],"id":"50|a89337edbe55::72070913a49aa49d3b5abc600f940893","instance":[{"accessright":{"classid":"OPEN","classname":"Open Access","schemeid":"dnet:access_modes","schemename":"dnet:access_modes"},"collectedfrom":{"key":"10|openaire____::60c9c3845e65705771ad92eb451cfb2f","value":"Journal.fi"},"dateofacceptance":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"2018-12-05"},"distributionlocation":"","hostedby":{"key":"10|openaire____::60c9c3845e65705771ad92eb451cfb2f","value":"Journal.fi"},"instancetype":{"classid":"0001","classname":"Article","schemeid":"dnet:publication_resource","schemename":"dnet:publication_resource"},"refereed":{"classid":"0000","classname":"UNKNOWN","schemeid":"dnet:review_levels","schemename":"dnet:review_levels"},"url":["https://journal.fi/scf/article/view/77169"]}],"journal":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"edition":"","ep":"","iss":"","issnLinking":"","issnOnline":"2242-4261","issnPrinted":"1795-097X","name":"Studia Celtica Fennica","sp":"","vol":"14"},"language":{"classid":"eng","classname":"English","schemeid":"dnet:languages","schemename":"dnet:languages"},"lastupdatetimestamp":1603720459568,"oaiprovenance":{"originDescription":{"altered":true,"baseURL":"https%3A%2F%2Fjournal.fi%2Findex%2Foai","datestamp":"2018-12-05T13:07:12Z","harvestDate":"2020-08-27T14:57:55.374Z","identifier":"oai:journal.fi:article/77169","metadataNamespace":""}},"originalId":["oai:journal.fi:article/77169"],"pid":[],"publisher":{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Finnish Society for Celtic Studies SFKS ry."},"relevantdate":[],"resourcetype":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:dataCite_resource","schemename":"dnet:dataCite_resource"},"resulttype":{"classid":"publication","classname":"publication","schemeid":"dnet:result_typologies","schemename":"dnet:result_typologies"},"source":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"value":"Studia Celtica Fennica"}],"subject":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"UNKNOWN","classname":"UNKNOWN","schemeid":"dnet:subject_classification_typologies","schemename":"dnet:subject_classification_typologies"},"value":"Editorial"}],"title":[{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"","inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:repository","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.9"},"qualifier":{"classid":"main title","classname":"main title","schemeid":"dnet:dataCite_title","schemename":"dnet:dataCite_title"},"value":"Editorial"}]}
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo/resultProject b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo/resultProject
index 515d1c9a6..5749f731d 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo/resultProject
+++ b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo/resultProject
@@ -1 +1 @@
-{"resultId":"50|a89337edbe55::43e8b61e5e8d682545cb867be8118585","projectsList":[{"id":"40|aka_________::01bb7b48e29d732a1c7bc5150b9195c4","code":"135027","acronym":null,"title":"Dynamic 3D resolution-enhanced low-coherence interferometric imaging / Consortium: Hi-Lo","funder":{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","fundingStream":null},"provenance":{"provenance":"Harvested","trust":"0.900000000000000022"},"validated":null},{"id":"40|aka_________::9d1af21dbd0f5bc719f71553d19a6b3a","code":"316061","acronym":null,"title":"Finnish Imaging of Degenerative Shoulder Study (FIMAGE): A study on the prevalence of degenerative imaging changes of the shoulder and their relevance to clinical symptoms in the general population.","funder":{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","fundingStream":null},"provenance":{"provenance":"Harvested","trust":"0.900000000000000022"},"validated":null}]}
+{"resultId":"50|a89337edbe55::43e8b61e5e8d682545cb867be8118585","projectsList":[{"id":"40|aka_________::01bb7b48e29d732a1c7bc5150b9195c4","code":"135027","acronym":null,"title":"Dynamic 3D resolution-enhanced low-coherence interferometric imaging / Consortium: Hi-Lo","funder":{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","fundingStream":null},"provenance":{"provenance":"Harvested","trust":"0.900000000000000022"},"validated":null},{"id":"40|aka_________::9d1af21dbd0f5bc719f71553d19a6b3a","code":"316061","acronym":null,"title":"Finnish Imaging of Degenerative Shoulder Study (FIMAGE): A study on the prevalence of degenerative imaging changes of the shoulder and their relevance to clinical symptoms in the general population.","funder":{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","fundingStream":null},"provenance":{"provenance":"Harvested","trust":"0.900000000000000022"},"validated":null}]}
\ No newline at end of file

From f561f13dd9d9796613198c1cdb54f8f74b166d5a Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Tue, 21 Jun 2022 18:18:17 +0200
Subject: [PATCH 16/23] [Funder Products Dump] fixed names of parameters in
 workflow

---
 .../community/oozie_app/workflow.xml             | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml
index b559a25dc..dfbe93b67 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/wf/subworkflows/community/oozie_app/workflow.xml
@@ -107,7 +107,7 @@
                 --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/publication</arg>
+            <arg>--sourcePath</arg><arg>${sourcePath}/publication</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
             <arg>--outputPath</arg><arg>${workingDir}/dump/publication</arg>
             <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
@@ -134,7 +134,7 @@
                 --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/dataset</arg>
+            <arg>--sourcePath</arg><arg>${sourcePath}/dataset</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
             <arg>--outputPath</arg><arg>${workingDir}/dump/dataset</arg>
             <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
@@ -160,7 +160,7 @@
                 --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/otherresearchproduct</arg>
+            <arg>--sourcePath</arg><arg>${sourcePath}/otherresearchproduct</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
             <arg>--outputPath</arg><arg>${workingDir}/dump/otherresearchproduct</arg>
             <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
@@ -186,7 +186,7 @@
                 --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
-            <arg>--sourcePath</arg><arg>${selectedResults}/software</arg>
+            <arg>--sourcePath</arg><arg>${sourcePath}/software</arg>
             <arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
             <arg>--outputPath</arg><arg>${workingDir}/dump/software</arg>
             <arg>--communityMapPath</arg><arg>${communityMapPath}</arg>
@@ -246,7 +246,7 @@
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
             <arg>--sourcePath</arg><arg>${workingDir}/dump/publication</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/publication</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/ext/publication</arg>
             <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
         </spark>
         <ok to="join_extend"/>
@@ -271,7 +271,7 @@
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
             <arg>--sourcePath</arg><arg>${workingDir}/dump/dataset</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/dataset</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/ext/dataset</arg>
             <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
         </spark>
         <ok to="join_extend"/>
@@ -296,7 +296,7 @@
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
             <arg>--sourcePath</arg><arg>${workingDir}/dump/otherresearchproduct</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/orp</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/ext/orp</arg>
             <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
         </spark>
         <ok to="join_extend"/>
@@ -321,7 +321,7 @@
                 --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
             </spark-opts>
             <arg>--sourcePath</arg><arg>${workingDir}/dump/software</arg>
-            <arg>--outputPath</arg><arg>${outputPath}/ext/software</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/ext/software</arg>
             <arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
         </spark>
         <ok to="join_extend"/>

From edddfc6c637d601823681c190305aa1105ee5834 Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Tue, 21 Jun 2022 18:28:53 +0200
Subject: [PATCH 17/23] [DUMP DELTA PROJECTS] adding test and resource

---
 .../projectssubset/ProjectSubsetTest.java     | 118 ++++++++++++++++++
 .../graph/dump/projectsubset/allnew/projects  |  12 ++
 .../dump/projectsubset/matchOne/projects      |  12 ++
 .../dhp/oa/graph/dump/projectsubset/projectId |  28 +++++
 4 files changed, 170 insertions(+)
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/allnew/projects
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/matchOne/projects
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId

diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
new file mode 100644
index 000000000..d5b1ce776
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
@@ -0,0 +1,118 @@
+package eu.dnetlib.dhp.oa.graph.dump.projectssubset;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashMap;
+import org.apache.commons.io.FileUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.SaveMode;
+import org.apache.spark.sql.SparkSession;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import eu.dnetlib.dhp.oa.graph.dump.funderresults.SparkResultLinkedToProject;
+import eu.dnetlib.dhp.schema.dump.oaf.community.CommunityResult;
+import eu.dnetlib.dhp.schema.dump.oaf.graph.Project;
+public class ProjectSubsetTest {
+    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+    private static SparkSession spark;
+    private static Path workingDir;
+    private static final Logger log = LoggerFactory
+            .getLogger(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class);
+    private static final HashMap<String, String> map = new HashMap<>();
+    @BeforeAll
+    public static void beforeAll() throws IOException {
+        workingDir = Files
+                .createTempDirectory(
+                        eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName());
+        log.info("using work dir {}", workingDir);
+        SparkConf conf = new SparkConf();
+        conf.setAppName(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName());
+        conf.setMaster("local[*]");
+        conf.set("spark.driver.host", "localhost");
+        conf.set("hive.metastore.local", "true");
+        conf.set("spark.ui.enabled", "false");
+        conf.set("spark.sql.warehouse.dir", workingDir.toString());
+        conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
+        spark = SparkSession
+                .builder()
+                .appName(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName())
+                .config(conf)
+                .getOrCreate();
+    }
+    @AfterAll
+    public static void afterAll() throws IOException {
+        FileUtils.deleteDirectory(workingDir.toFile());
+        spark.stop();
+    }
+    @Test
+    void testAllNew() throws Exception {
+        final String projectListPath = getClass()
+                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId")
+                .getPath();
+        final String sourcePath = getClass()
+                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/allnew/projects")
+                .getPath();
+        spark
+                .read()
+                .textFile(projectListPath)
+                .write()
+                .mode(SaveMode.Overwrite)
+                .text(workingDir.toString() + "/projectIds");
+        ProjectsSubsetSparkJob.main(new String[] {
+                "-isSparkSessionManaged", Boolean.FALSE.toString(),
+                "-outputPath", workingDir.toString() + "/projects",
+                "-sourcePath", sourcePath,
+                "-projectListPath", workingDir.toString() + "/projectIds"
+        });
+        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+        JavaRDD<Project> tmp = sc
+                .textFile(workingDir.toString() + "/projects")
+                .map(item -> OBJECT_MAPPER.readValue(item, Project.class));
+        Assertions.assertEquals(12, tmp.count());
+        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("aka_________")).count());
+        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("anr_________")).count());
+        Assertions.assertEquals(4, tmp.filter(p -> p.getId().substring(3, 15).equals("arc_________")).count());
+        Assertions.assertEquals(3, tmp.filter(p -> p.getId().substring(3, 15).equals("conicytf____")).count());
+        Assertions.assertEquals(1, tmp.filter(p -> p.getId().substring(3, 15).equals("corda_______")).count());
+        Assertions.assertEquals(40, sc.textFile(workingDir.toString() + "/projectIds").count());
+    }
+    @Test
+    void testMatchOne() throws Exception {
+        final String projectListPath = getClass()
+                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId")
+                .getPath();
+        final String sourcePath = getClass()
+                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/matchOne/projects")
+                .getPath();
+        spark
+                .read()
+                .textFile(projectListPath)
+                .write()
+                .mode(SaveMode.Overwrite)
+                .text(workingDir.toString() + "/projectIds");
+        ProjectsSubsetSparkJob.main(new String[] {
+                "-isSparkSessionManaged", Boolean.FALSE.toString(),
+                "-outputPath", workingDir.toString() + "/projects",
+                "-sourcePath", sourcePath,
+                "-projectListPath", workingDir.toString() + "/projectIds"
+        });
+        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+        JavaRDD<Project> tmp = sc
+                .textFile(workingDir.toString() + "/projects")
+                .map(item -> OBJECT_MAPPER.readValue(item, Project.class));
+        Assertions.assertEquals(11, tmp.count());
+        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("aka_________")).count());
+        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("anr_________")).count());
+        Assertions.assertEquals(4, tmp.filter(p -> p.getId().substring(3, 15).equals("arc_________")).count());
+        Assertions.assertEquals(3, tmp.filter(p -> p.getId().substring(3, 15).equals("conicytf____")).count());
+        Assertions.assertEquals(0, tmp.filter(p -> p.getId().substring(3, 15).equals("corda__h2020")).count());
+        Assertions.assertEquals(39, sc.textFile(workingDir.toString() + "/projectIds").count());
+    }
+}
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/allnew/projects b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/allnew/projects
new file mode 100644
index 000000000..82d9bef76
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/allnew/projects
@@ -0,0 +1,12 @@
+{"id":"40|aka_________::01bb7b48e29d732a1c7bc5150b9195c4","websiteurl":null,"code":"135027","acronym":null,"title":"Dynamic 3D resolution-enhanced low-coherence interferometric imaging / Consortium: Hi-Lo","startdate":null,"enddate":null,"callidentifier":"Fotoniikka ja modernit kuvantamismenetelmät LT","keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|aka_________::9d1af21dbd0f5bc719f71553d19a6b3a","websiteurl":null,"code":"316061","acronym":null,"title":"Finnish Imaging of Degenerative Shoulder Study (FIMAGE): A study on the prevalence of degenerative imaging changes of the shoulder and their relevance to clinical symptoms in the general population.","startdate":null,"enddate":null,"callidentifier":"Academy Project Funding TT","keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|anr_________::1f21edc5c902be305ee47148955c6e50","websiteurl":null,"code":"ANR-17-CE05-0033","acronym":"MOISE","title":"METAL OXIDES AS LOW LOADED NANO-IRIDIUM SUPPORT FOR COMPETITIVE WATER ELECTROLYSIS","startdate":null,"enddate":null,"callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ANR","name":"French National Research Agency (ANR)","jurisdiction":"FR","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|anr_________::547e78ffdcb7d72a1ef31058dede3a33","websiteurl":null,"code":"ANR-09-SEGI-0005","acronym":"GALAXY","title":"DEVELOPPEMENT COLLABORATIF DE SYSTEMES COMPLEXES SELON UNE APPROCHE GUIDEE  PAR LES MODELES","startdate":null,"enddate":null,"callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ANR","name":"French National Research Agency (ANR)","jurisdiction":"FR","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::838e781a8d479e27a11101421fd8b296","websiteurl":"http://purl.org/au-research/grants/arc/LE0347462","code":"LE0347462","acronym":null,"title":"Femtosecond laser micromachining facility","startdate":"2003-01-01","enddate":"2003-12-31","callidentifier":null,"keywords":"biomedical nanostructures,femtosecond laser machining,laser manufacturing,laser micromachining,microphotonics,photonic bandgap structures","openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Linkage Infrastructure, Equipment and Facilities","description":"Linkage Infrastructure, Equipment and Facilities"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::a461f180f7b6700c0499d4d3d53e58c7","websiteurl":"http://purl.org/au-research/grants/arc/LP140100567","code":"LP140100567","acronym":null,"title":"Linkage Projects - Grant ID: LP140100567","startdate":"2014-01-01","enddate":"2017-12-31","callidentifier":null,"keywords":"EDUCATIONAL MEASUREMENT; EDUCATIONAL MEASUREMENT; HIGH-STAKES TESTING; HIGH-STAKES TESTING; PERFORMANCE ASSESSMENT; PERFORMANCE ASSESSMENT; PERFORMANCE ASSESSMENT","openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Linkage Projects","description":"Linkage Projects"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::b46b9e07d4cea67ccf497520a75ad0c8","websiteurl":"http://purl.org/au-research/grants/arc/DP180101235","code":"DP180101235","acronym":null,"title":"Discovery Projects - Grant ID: DP180101235","startdate":"2018-01-01","enddate":"2023-12-31","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Discovery Projects","description":"Discovery Projects"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::c5f86314ce288f91a7f31c219b128fab","websiteurl":"http://purl.org/au-research/grants/arc/LE0989831","code":"LE0989831","acronym":null,"title":"The Australian Music Navigator: research infrastructure for discovering, accessing and analysing Australia's musical landscape","startdate":"2009-01-01","enddate":"2009-12-31","callidentifier":null,"keywords":"database metadata,digital sound,electroacoustic music,film music,music,music information retrieval","openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Linkage Infrastructure, Equipment and Facilities","description":"Linkage Infrastructure, Equipment and Facilities"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|conicytf____::05539f3427ad605d7c1de0168f3e337f","websiteurl":"http://repositorio.conicyt.cl/handle/10533/183109","code":"3120023","acronym":null,"title":"SYNTHESIS AND STRUCTURE-ACTIVITY RELATIONSHIPS OF HETEROARYLISOQUINOLINE- AND PHENANTHRIDINEQUINONES AS ANTITUMOR AGENTS","startdate":"2011-01-01","enddate":"2014-01-28","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"CONICYT","name":"Comisión Nacional de Investigación Científica y Tecnológica","jurisdiction":"CL","funding_stream":{"id":"CONICYT::FONDECYT::POSTDOCTORADO","description":"Fondecyt fundings - Fondecyt stream, POSTDOCTORADO"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|conicytf____::96b47b91a6c061e31f626612b1650c03","websiteurl":"http://repositorio.conicyt.cl/handle/10533/163340","code":"1040240","acronym":null,"title":"ESTUDIO TEORICO-EXPERIMENTAL DE LA PERMEACION DE FLUIDOS SUPERCRITICOS Y LA SEPARACION DE MEZCLAS A ALTA PRESION A TRAVES DE MEMBRANAS MICROPOROSAS.","startdate":"2004-01-15","enddate":"2007-01-15","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"CONICYT","name":"Comisión Nacional de Investigación Científica y Tecnológica","jurisdiction":"CL","funding_stream":{"id":"CONICYT::FONDECYT::REGULAR","description":"Fondecyt fundings - Fondecyt stream, REGULAR"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|conicytf____::b122147e0a13f34cdb6311a9d714f9a5","websiteurl":"http://repositorio.conicyt.cl/handle/10533/162452","code":"1020683","acronym":null,"title":"SINTESIS Y CARACTERIZACION DE SALES CUATERNARIAS CON EL ANION CALCOFOSFATO [P2Qy]4- (Q=S,Se;y=6,7) PROPIEDADES FISICAS Y REACCIONES DE INCLUSION.","startdate":"2002-01-15","enddate":"2006-01-15","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"CONICYT","name":"Comisión Nacional de Investigación Científica y Tecnológica","jurisdiction":"CL","funding_stream":{"id":"CONICYT::FONDECYT::REGULAR","description":"Fondecyt fundings - Fondecyt stream, REGULAR"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|corda_______::132bac68f17bb81c451d9071be6e4d6d","websiteurl":null,"code":"628405","acronym":"ANIM","title":"Precisely Defined, Surface-Engineered Nanostructures via Crystallization-Driven Self-Assembly of Linear-Dendritic Block Copolymers","startdate":"2014-05-01","enddate":"2016-04-30","callidentifier":"FP7-PEOPLE-2013-IIF","keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"EC","name":"European Commission","jurisdiction":"EU","funding_stream":{"id":"EC::FP7::SP3::PEOPLE","description":"SEVENTH FRAMEWORK PROGRAMME - SP3-People - Marie-Curie Actions"}}],"summary":null,"granted":null,"h2020programme":[]}
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/matchOne/projects b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/matchOne/projects
new file mode 100644
index 000000000..93f6c0266
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/matchOne/projects
@@ -0,0 +1,12 @@
+{"id":"40|aka_________::01bb7b48e29d732a1c7bc5150b9195c4","websiteurl":null,"code":"135027","acronym":null,"title":"Dynamic 3D resolution-enhanced low-coherence interferometric imaging / Consortium: Hi-Lo","startdate":null,"enddate":null,"callidentifier":"Fotoniikka ja modernit kuvantamismenetelmät LT","keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|aka_________::9d1af21dbd0f5bc719f71553d19a6b3a","websiteurl":null,"code":"316061","acronym":null,"title":"Finnish Imaging of Degenerative Shoulder Study (FIMAGE): A study on the prevalence of degenerative imaging changes of the shoulder and their relevance to clinical symptoms in the general population.","startdate":null,"enddate":null,"callidentifier":"Academy Project Funding TT","keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"AKA","name":"Academy of Finland","jurisdiction":"FI","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|anr_________::1f21edc5c902be305ee47148955c6e50","websiteurl":null,"code":"ANR-17-CE05-0033","acronym":"MOISE","title":"METAL OXIDES AS LOW LOADED NANO-IRIDIUM SUPPORT FOR COMPETITIVE WATER ELECTROLYSIS","startdate":null,"enddate":null,"callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ANR","name":"French National Research Agency (ANR)","jurisdiction":"FR","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|anr_________::547e78ffdcb7d72a1ef31058dede3a33","websiteurl":null,"code":"ANR-09-SEGI-0005","acronym":"GALAXY","title":"DEVELOPPEMENT COLLABORATIF DE SYSTEMES COMPLEXES SELON UNE APPROCHE GUIDEE  PAR LES MODELES","startdate":null,"enddate":null,"callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ANR","name":"French National Research Agency (ANR)","jurisdiction":"FR","funding_stream":null}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::838e781a8d479e27a11101421fd8b296","websiteurl":"http://purl.org/au-research/grants/arc/LE0347462","code":"LE0347462","acronym":null,"title":"Femtosecond laser micromachining facility","startdate":"2003-01-01","enddate":"2003-12-31","callidentifier":null,"keywords":"biomedical nanostructures,femtosecond laser machining,laser manufacturing,laser micromachining,microphotonics,photonic bandgap structures","openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Linkage Infrastructure, Equipment and Facilities","description":"Linkage Infrastructure, Equipment and Facilities"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::a461f180f7b6700c0499d4d3d53e58c7","websiteurl":"http://purl.org/au-research/grants/arc/LP140100567","code":"LP140100567","acronym":null,"title":"Linkage Projects - Grant ID: LP140100567","startdate":"2014-01-01","enddate":"2017-12-31","callidentifier":null,"keywords":"EDUCATIONAL MEASUREMENT; EDUCATIONAL MEASUREMENT; HIGH-STAKES TESTING; HIGH-STAKES TESTING; PERFORMANCE ASSESSMENT; PERFORMANCE ASSESSMENT; PERFORMANCE ASSESSMENT","openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Linkage Projects","description":"Linkage Projects"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::b46b9e07d4cea67ccf497520a75ad0c8","websiteurl":"http://purl.org/au-research/grants/arc/DP180101235","code":"DP180101235","acronym":null,"title":"Discovery Projects - Grant ID: DP180101235","startdate":"2018-01-01","enddate":"2023-12-31","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Discovery Projects","description":"Discovery Projects"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|arc_________::c5f86314ce288f91a7f31c219b128fab","websiteurl":"http://purl.org/au-research/grants/arc/LE0989831","code":"LE0989831","acronym":null,"title":"The Australian Music Navigator: research infrastructure for discovering, accessing and analysing Australia's musical landscape","startdate":"2009-01-01","enddate":"2009-12-31","callidentifier":null,"keywords":"database metadata,digital sound,electroacoustic music,film music,music,music information retrieval","openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"ARC","name":"Australian Research Council (ARC)","jurisdiction":"AU","funding_stream":{"id":"ARC::Linkage Infrastructure, Equipment and Facilities","description":"Linkage Infrastructure, Equipment and Facilities"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|conicytf____::05539f3427ad605d7c1de0168f3e337f","websiteurl":"http://repositorio.conicyt.cl/handle/10533/183109","code":"3120023","acronym":null,"title":"SYNTHESIS AND STRUCTURE-ACTIVITY RELATIONSHIPS OF HETEROARYLISOQUINOLINE- AND PHENANTHRIDINEQUINONES AS ANTITUMOR AGENTS","startdate":"2011-01-01","enddate":"2014-01-28","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"CONICYT","name":"Comisión Nacional de Investigación Científica y Tecnológica","jurisdiction":"CL","funding_stream":{"id":"CONICYT::FONDECYT::POSTDOCTORADO","description":"Fondecyt fundings - Fondecyt stream, POSTDOCTORADO"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|conicytf____::96b47b91a6c061e31f626612b1650c03","websiteurl":"http://repositorio.conicyt.cl/handle/10533/163340","code":"1040240","acronym":null,"title":"ESTUDIO TEORICO-EXPERIMENTAL DE LA PERMEACION DE FLUIDOS SUPERCRITICOS Y LA SEPARACION DE MEZCLAS A ALTA PRESION A TRAVES DE MEMBRANAS MICROPOROSAS.","startdate":"2004-01-15","enddate":"2007-01-15","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"CONICYT","name":"Comisión Nacional de Investigación Científica y Tecnológica","jurisdiction":"CL","funding_stream":{"id":"CONICYT::FONDECYT::REGULAR","description":"Fondecyt fundings - Fondecyt stream, REGULAR"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|conicytf____::b122147e0a13f34cdb6311a9d714f9a5","websiteurl":"http://repositorio.conicyt.cl/handle/10533/162452","code":"1020683","acronym":null,"title":"SINTESIS Y CARACTERIZACION DE SALES CUATERNARIAS CON EL ANION CALCOFOSFATO [P2Qy]4- (Q=S,Se;y=6,7) PROPIEDADES FISICAS Y REACCIONES DE INCLUSION.","startdate":"2002-01-15","enddate":"2006-01-15","callidentifier":null,"keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"CONICYT","name":"Comisión Nacional de Investigación Científica y Tecnológica","jurisdiction":"CL","funding_stream":{"id":"CONICYT::FONDECYT::REGULAR","description":"Fondecyt fundings - Fondecyt stream, REGULAR"}}],"summary":null,"granted":null,"h2020programme":[]}
+{"id":"40|corda__h2020::bf5d35ec8d24ae4abfb4a1c6a0af3856","websiteurl":null,"code":"628405","acronym":"ANIM","title":"Precisely Defined, Surface-Engineered Nanostructures via Crystallization-Driven Self-Assembly of Linear-Dendritic Block Copolymers","startdate":"2014-05-01","enddate":"2016-04-30","callidentifier":"FP7-PEOPLE-2013-IIF","keywords":null,"openaccessmandateforpublications":false,"openaccessmandatefordataset":false,"subject":[],"funding":[{"shortName":"EC","name":"European Commission","jurisdiction":"EU","funding_stream":{"id":"EC::FP7::SP3::PEOPLE","description":"SEVENTH FRAMEWORK PROGRAMME - SP3-People - Marie-Curie Actions"}}],"summary":null,"granted":null,"h2020programme":[]}
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId
new file mode 100644
index 000000000..9a7ea9085
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId
@@ -0,0 +1,28 @@
+40|nih_________::4c32cdbc4c9949853f02219fc4780a30
+40|nih_________::b485512ef116af73bee79d50c8f9ca01
+40|nih_________::b44d9bc8e99d9a0477ac06897e3e9c19
+40|nih_________::7d2d2b7d1644a722a6bbcb031d82fec6
+40|nsf_________::6b2674b0341e07b818a56c6f0daa2633
+40|nih_________::96bb39aecc8f7b9f3b02ed36ef09538b
+40|nsf_________::88d92bdf20ec2fac3ed9740f962b4fad
+40|nih_________::4bb8c14729a0082378bb04db8321ce14
+40|nih_________::08a8eed6c17c6d8e427afcfd29f87c7b
+40|nsf_________::c314f3d35af1990121bf5b803937e112
+40|nih_________::3ad6a2e6ebd561206f0da69468337f50
+40|nih_________::d02c60c65a59629e69a30abcf2ceaed1
+40|nih_________::d5a241cc94253feb72181cde15f51e96
+40|nih_________::b5df718bbca69af50d4b7213e26af3f0
+40|nih_________::bc90893c1be80503578e48f6ef6b7061
+40|rcuk________::2c39b38c26c260b14a9816b88c91c132
+40|nih_________::ab103ad117cd0579df66f7592a7d4adf
+40|nih_________::147aa6ad8bd201e2a02c7b6cc3f68348
+40|corda__h2020::bf5d35ec8d24ae4abfb4a1c6a0af3856
+40|nih_________::b8083208156f2764d07c736ba9b49dd2
+40|nih_________::f4d1e0aece0e6a9eff8d054c28e082db
+40|nsf_________::56297da8b472a4be8ac3f09af813c9f6
+40|nsf_________::6b6dc3398eeebb3de1ab66e6eb8c5cb3
+40|nih_________::93289a36ebffb0bee3d6b01c6fc0a3d6
+40|nih_________::6c3b00dd4ae9d43d6630ff18f189ebae
+40|nih_________::1d983a87768f13bc8377b1b7d17290a2
+40|nih_________::c3b56e91859b114644c1403e892eb80f
+40|rcuk________::c1e15330fc7956063652f9c06e584548
\ No newline at end of file

From 1d1fe3b151646e52a60d4c5f9fd70d313c506b2a Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Mon, 27 Jun 2022 18:04:59 +0200
Subject: [PATCH 18/23] [DUMP DELTA PROJECTS] refactoring

---
 .../projectssubset/ProjectSubsetTest.java     | 204 +++++++++---------
 1 file changed, 106 insertions(+), 98 deletions(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
index d5b1ce776..4ff1e1b96 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
@@ -1,8 +1,11 @@
+
 package eu.dnetlib.dhp.oa.graph.dump.projectssubset;
+
 import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.util.HashMap;
+
 import org.apache.commons.io.FileUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.JavaRDD;
@@ -15,104 +18,109 @@ import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+
 import com.fasterxml.jackson.databind.ObjectMapper;
-import eu.dnetlib.dhp.oa.graph.dump.funderresults.SparkResultLinkedToProject;
-import eu.dnetlib.dhp.schema.dump.oaf.community.CommunityResult;
+
 import eu.dnetlib.dhp.schema.dump.oaf.graph.Project;
+
 public class ProjectSubsetTest {
-    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
-    private static SparkSession spark;
-    private static Path workingDir;
-    private static final Logger log = LoggerFactory
-            .getLogger(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class);
-    private static final HashMap<String, String> map = new HashMap<>();
-    @BeforeAll
-    public static void beforeAll() throws IOException {
-        workingDir = Files
-                .createTempDirectory(
-                        eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName());
-        log.info("using work dir {}", workingDir);
-        SparkConf conf = new SparkConf();
-        conf.setAppName(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName());
-        conf.setMaster("local[*]");
-        conf.set("spark.driver.host", "localhost");
-        conf.set("hive.metastore.local", "true");
-        conf.set("spark.ui.enabled", "false");
-        conf.set("spark.sql.warehouse.dir", workingDir.toString());
-        conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
-        spark = SparkSession
-                .builder()
-                .appName(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName())
-                .config(conf)
-                .getOrCreate();
-    }
-    @AfterAll
-    public static void afterAll() throws IOException {
-        FileUtils.deleteDirectory(workingDir.toFile());
-        spark.stop();
-    }
-    @Test
-    void testAllNew() throws Exception {
-        final String projectListPath = getClass()
-                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId")
-                .getPath();
-        final String sourcePath = getClass()
-                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/allnew/projects")
-                .getPath();
-        spark
-                .read()
-                .textFile(projectListPath)
-                .write()
-                .mode(SaveMode.Overwrite)
-                .text(workingDir.toString() + "/projectIds");
-        ProjectsSubsetSparkJob.main(new String[] {
-                "-isSparkSessionManaged", Boolean.FALSE.toString(),
-                "-outputPath", workingDir.toString() + "/projects",
-                "-sourcePath", sourcePath,
-                "-projectListPath", workingDir.toString() + "/projectIds"
-        });
-        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-        JavaRDD<Project> tmp = sc
-                .textFile(workingDir.toString() + "/projects")
-                .map(item -> OBJECT_MAPPER.readValue(item, Project.class));
-        Assertions.assertEquals(12, tmp.count());
-        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("aka_________")).count());
-        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("anr_________")).count());
-        Assertions.assertEquals(4, tmp.filter(p -> p.getId().substring(3, 15).equals("arc_________")).count());
-        Assertions.assertEquals(3, tmp.filter(p -> p.getId().substring(3, 15).equals("conicytf____")).count());
-        Assertions.assertEquals(1, tmp.filter(p -> p.getId().substring(3, 15).equals("corda_______")).count());
-        Assertions.assertEquals(40, sc.textFile(workingDir.toString() + "/projectIds").count());
-    }
-    @Test
-    void testMatchOne() throws Exception {
-        final String projectListPath = getClass()
-                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId")
-                .getPath();
-        final String sourcePath = getClass()
-                .getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/matchOne/projects")
-                .getPath();
-        spark
-                .read()
-                .textFile(projectListPath)
-                .write()
-                .mode(SaveMode.Overwrite)
-                .text(workingDir.toString() + "/projectIds");
-        ProjectsSubsetSparkJob.main(new String[] {
-                "-isSparkSessionManaged", Boolean.FALSE.toString(),
-                "-outputPath", workingDir.toString() + "/projects",
-                "-sourcePath", sourcePath,
-                "-projectListPath", workingDir.toString() + "/projectIds"
-        });
-        final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
-        JavaRDD<Project> tmp = sc
-                .textFile(workingDir.toString() + "/projects")
-                .map(item -> OBJECT_MAPPER.readValue(item, Project.class));
-        Assertions.assertEquals(11, tmp.count());
-        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("aka_________")).count());
-        Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("anr_________")).count());
-        Assertions.assertEquals(4, tmp.filter(p -> p.getId().substring(3, 15).equals("arc_________")).count());
-        Assertions.assertEquals(3, tmp.filter(p -> p.getId().substring(3, 15).equals("conicytf____")).count());
-        Assertions.assertEquals(0, tmp.filter(p -> p.getId().substring(3, 15).equals("corda__h2020")).count());
-        Assertions.assertEquals(39, sc.textFile(workingDir.toString() + "/projectIds").count());
-    }
-}
\ No newline at end of file
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+	private static SparkSession spark;
+	private static Path workingDir;
+	private static final Logger log = LoggerFactory
+		.getLogger(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class);
+
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files
+			.createTempDirectory(
+				eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName());
+		log.info("using work dir {}", workingDir);
+		SparkConf conf = new SparkConf();
+		conf.setAppName(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName());
+		conf.setMaster("local[*]");
+		conf.set("spark.driver.host", "localhost");
+		conf.set("hive.metastore.local", "true");
+		conf.set("spark.ui.enabled", "false");
+		conf.set("spark.sql.warehouse.dir", workingDir.toString());
+		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
+		spark = SparkSession
+			.builder()
+			.appName(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
+	}
+
+	@AfterAll
+	public static void afterAll() throws IOException {
+		FileUtils.deleteDirectory(workingDir.toFile());
+		spark.stop();
+	}
+
+	@Test
+	void testAllNew() throws Exception {
+		final String projectListPath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId")
+			.getPath();
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/allnew/projects")
+			.getPath();
+		spark
+			.read()
+			.textFile(projectListPath)
+			.write()
+			.mode(SaveMode.Overwrite)
+			.text(workingDir.toString() + "/projectIds");
+		ProjectsSubsetSparkJob.main(new String[] {
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/projects",
+			"-sourcePath", sourcePath,
+			"-projectListPath", workingDir.toString() + "/projectIds"
+		});
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+		JavaRDD<Project> tmp = sc
+			.textFile(workingDir.toString() + "/projects")
+			.map(item -> OBJECT_MAPPER.readValue(item, Project.class));
+		Assertions.assertEquals(12, tmp.count());
+		Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("aka_________")).count());
+		Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("anr_________")).count());
+		Assertions.assertEquals(4, tmp.filter(p -> p.getId().substring(3, 15).equals("arc_________")).count());
+		Assertions.assertEquals(3, tmp.filter(p -> p.getId().substring(3, 15).equals("conicytf____")).count());
+		Assertions.assertEquals(1, tmp.filter(p -> p.getId().substring(3, 15).equals("corda_______")).count());
+		Assertions.assertEquals(40, sc.textFile(workingDir.toString() + "/projectIds").count());
+	}
+
+	@Test
+	void testMatchOne() throws Exception {
+		final String projectListPath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/projectId")
+			.getPath();
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/projectsubset/matchOne/projects")
+			.getPath();
+		spark
+			.read()
+			.textFile(projectListPath)
+			.write()
+			.mode(SaveMode.Overwrite)
+			.text(workingDir.toString() + "/projectIds");
+		ProjectsSubsetSparkJob.main(new String[] {
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/projects",
+			"-sourcePath", sourcePath,
+			"-projectListPath", workingDir.toString() + "/projectIds"
+		});
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+		JavaRDD<Project> tmp = sc
+			.textFile(workingDir.toString() + "/projects")
+			.map(item -> OBJECT_MAPPER.readValue(item, Project.class));
+		Assertions.assertEquals(11, tmp.count());
+		Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("aka_________")).count());
+		Assertions.assertEquals(2, tmp.filter(p -> p.getId().substring(3, 15).equals("anr_________")).count());
+		Assertions.assertEquals(4, tmp.filter(p -> p.getId().substring(3, 15).equals("arc_________")).count());
+		Assertions.assertEquals(3, tmp.filter(p -> p.getId().substring(3, 15).equals("conicytf____")).count());
+		Assertions.assertEquals(0, tmp.filter(p -> p.getId().substring(3, 15).equals("corda__h2020")).count());
+		Assertions.assertEquals(39, sc.textFile(workingDir.toString() + "/projectIds").count());
+	}
+}

From 71744a1f5274957a48e761a95c14370ec8f488a1 Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Mon, 27 Jun 2022 18:07:58 +0200
Subject: [PATCH 19/23] [DUMP DELTA PROJECTS] refactoring

---
 .../ProjectsSubsetSparkJob.java               | 121 +++++++++---------
 1 file changed, 60 insertions(+), 61 deletions(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
index 67da24185..83a9f3464 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
@@ -1,80 +1,79 @@
+
 package eu.dnetlib.dhp.oa.graph.dump.projectssubset;
+
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 import java.io.Serializable;
-import java.util.List;
 import java.util.Objects;
 import java.util.Optional;
-import java.util.stream.Collectors;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
-import org.apache.spark.api.java.function.FilterFunction;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SaveMode;
 import org.apache.spark.sql.SparkSession;
-import org.jetbrains.annotations.NotNull;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.oa.graph.dump.Utils;
-import eu.dnetlib.dhp.schema.dump.oaf.community.Funder;
 import eu.dnetlib.dhp.schema.dump.oaf.graph.Project;
 import scala.Tuple2;
+
 public class ProjectsSubsetSparkJob implements Serializable {
-    private static final Logger log = LoggerFactory.getLogger(ProjectsSubsetSparkJob.class);
-    public static void main(String[] args) throws Exception {
-        String jsonConfiguration = IOUtils
-                .toString(
-                        ProjectsSubsetSparkJob.class
-                                .getResourceAsStream(
-                                        "/eu/dnetlib/dhp/oa/graph/dump/project_subset_parameters.json"));
-        final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
-        parser.parseArgument(args);
-        Boolean isSparkSessionManaged = Optional
-                .ofNullable(parser.get("isSparkSessionManaged"))
-                .map(Boolean::valueOf)
-                .orElse(Boolean.TRUE);
-        log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
-        final String inputPath = parser.get("sourcePath");
-        log.info("inputPath: {}", inputPath);
-        final String outputPath = parser.get("outputPath");
-        log.info("outputPath: {}", outputPath);
-        final String projectListPath = parser.get("projectListPath");
-        log.info("projectListPath: {}", projectListPath);
-        SparkConf conf = new SparkConf();
-        runWithSparkSession(
-                conf,
-                isSparkSessionManaged,
-                spark -> {
-                    Utils.removeOutputDir(spark, outputPath);
-                    getNewProjectList(spark, inputPath, outputPath, projectListPath);
-                });
-    }
-    private static void getNewProjectList(SparkSession spark, String inputPath, String outputPath,
-                                          String projectListPath) {
-        Dataset<String> projectList = spark.read().textFile(projectListPath);
-        // projectList.show(false);
-        Dataset<Project> projects;
-        projects = Utils.readPath(spark, inputPath, Project.class);
-        projects
-                .joinWith(projectList, projects.col("id").equalTo(projectList.col("value")), "left")
-                .map((MapFunction<Tuple2<Project, String>, Project>) t2 -> {
-                    if (Optional.ofNullable(t2._2()).isPresent())
-                        return null;
-                    return t2._1();
-                }, Encoders.bean(Project.class))
-                .filter(Objects::nonNull)
-                .write()
-                .mode(SaveMode.Overwrite)
-                .option("compression", "gzip")
-                .json(outputPath);
-        Utils
-                .readPath(spark, outputPath, Project.class)
-                .map((MapFunction<Project, String>) p -> p.getId(), Encoders.STRING())
-                .write()
-                .mode(SaveMode.Append)
-                .option("compression", "gzip")
-                .text(projectListPath);
-    }
-}
\ No newline at end of file
+	private static final Logger log = LoggerFactory.getLogger(ProjectsSubsetSparkJob.class);
+
+	public static void main(String[] args) throws Exception {
+		String jsonConfiguration = IOUtils
+			.toString(
+				ProjectsSubsetSparkJob.class
+					.getResourceAsStream(
+						"/eu/dnetlib/dhp/oa/graph/dump/project_subset_parameters.json"));
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+		parser.parseArgument(args);
+		Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+		final String inputPath = parser.get("sourcePath");
+		log.info("inputPath: {}", inputPath);
+		final String outputPath = parser.get("outputPath");
+		log.info("outputPath: {}", outputPath);
+		final String projectListPath = parser.get("projectListPath");
+		log.info("projectListPath: {}", projectListPath);
+		SparkConf conf = new SparkConf();
+		runWithSparkSession(
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+				Utils.removeOutputDir(spark, outputPath);
+				getNewProjectList(spark, inputPath, outputPath, projectListPath);
+			});
+	}
+
+	private static void getNewProjectList(SparkSession spark, String inputPath, String outputPath,
+		String projectListPath) {
+		Dataset<String> projectList = spark.read().textFile(projectListPath);
+		Dataset<Project> projects;
+		projects = Utils.readPath(spark, inputPath, Project.class);
+		projects
+			.joinWith(projectList, projects.col("id").equalTo(projectList.col("value")), "left")
+			.map((MapFunction<Tuple2<Project, String>, Project>) t2 -> {
+				if (Optional.ofNullable(t2._2()).isPresent())
+					return null;
+				return t2._1();
+			}, Encoders.bean(Project.class))
+			.filter(Objects::nonNull)
+			.write()
+			.mode(SaveMode.Overwrite)
+			.option("compression", "gzip")
+			.json(outputPath);
+		Utils
+			.readPath(spark, outputPath, Project.class)
+			.map((MapFunction<Project, String>) p -> p.getId(), Encoders.STRING())
+			.write()
+			.mode(SaveMode.Append)
+			.option("compression", "gzip")
+			.text(projectListPath);
+	}
+}

From 0cb1c7078826ceca91a652ab8e23931728621a97 Mon Sep 17 00:00:00 2001
From: Claudio Atzori <claudio.atzori@isti.cnr.it>
Date: Fri, 1 Jul 2022 10:44:08 +0200
Subject: [PATCH 20/23] code formatting

---
 .../dhp/common/api/ZenodoAPIClient.java       |  19 +-
 .../transformation/TransformationJobTest.java |  10 +-
 .../dnetlib/dhp/bulktag/SparkBulkTagJob.java  |   2 +-
 .../funderresults/SparkDumpFunderResults.java |  86 +++---
 .../SparkResultLinkedToProject.java           |  68 ++---
 .../ProjectsSubsetSparkJob.java               |   3 +
 .../dump/PrepareResultProjectJobTest.java     | 272 +++++++++---------
 .../ResultLinkedToProjectTest.java            |  70 ++---
 .../dump/funderresult/SplitPerFunderTest.java |  60 ++--
 .../projectssubset/ProjectSubsetTest.java     |   1 -
 10 files changed, 304 insertions(+), 287 deletions(-)

diff --git a/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java b/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java
index 56366bc72..63f890a10 100644
--- a/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java
+++ b/dhp-common/src/main/java/eu/dnetlib/dhp/common/api/ZenodoAPIClient.java
@@ -255,7 +255,8 @@ public class ZenodoAPIClient implements Serializable {
 
 	private void setDepositionId(String concept_rec_id, Integer page) throws IOException, MissingConceptDoiException {
 
-		ZenodoModelList zenodoModelList = new Gson().fromJson(getPrevDepositions(String.valueOf(page)), ZenodoModelList.class);
+		ZenodoModelList zenodoModelList = new Gson()
+			.fromJson(getPrevDepositions(String.valueOf(page)), ZenodoModelList.class);
 
 		for (ZenodoModel zm : zenodoModelList) {
 			if (zm.getConceptrecid().equals(concept_rec_id)) {
@@ -263,8 +264,9 @@ public class ZenodoAPIClient implements Serializable {
 				return;
 			}
 		}
-		if(zenodoModelList.size() == 0)
-			throw new MissingConceptDoiException("The concept record id specified was missing in the list of depositions");
+		if (zenodoModelList.size() == 0)
+			throw new MissingConceptDoiException(
+				"The concept record id specified was missing in the list of depositions");
 		setDepositionId(concept_rec_id, page + 1);
 
 	}
@@ -278,11 +280,11 @@ public class ZenodoAPIClient implements Serializable {
 		String url = urlBuilder.build().toString();
 
 		Request request = new Request.Builder()
-				.url(url)
-				.addHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.toString()) // add request headers
-				.addHeader(HttpHeaders.AUTHORIZATION, "Bearer " + access_token)
-				.get()
-				.build();
+			.url(url)
+			.addHeader(HttpHeaders.CONTENT_TYPE, ContentType.APPLICATION_JSON.toString()) // add request headers
+			.addHeader(HttpHeaders.AUTHORIZATION, "Bearer " + access_token)
+			.get()
+			.build();
 
 		try (Response response = httpClient.newCall(request).execute()) {
 
@@ -295,7 +297,6 @@ public class ZenodoAPIClient implements Serializable {
 
 	}
 
-
 	private String getBucket(String url) throws IOException {
 		OkHttpClient httpClient = new OkHttpClient.Builder()
 			.connectTimeout(600, TimeUnit.SECONDS)
diff --git a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
index fea7b53ac..7fc80d168 100644
--- a/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
+++ b/dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/transformation/TransformationJobTest.java
@@ -142,7 +142,8 @@ class TransformationJobTest extends AbstractVocabularyTest {
 
 	@Test
 	@DisplayName("Test TransformSparkJobNode.main with oaiOpenaire_datacite (v4)")
-	void transformTestITGv4OAIdatacite(@TempDir final Path testDir) throws Exception {
+	void transformTestITGv4OAIdatacite(@TempDir
+	final Path testDir) throws Exception {
 
 		try (SparkSession spark = SparkSession.builder().config(sparkConf).getOrCreate()) {
 
@@ -152,7 +153,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
 				.getFile();
 			final String mdstore_output = testDir.toString() + "/version";
 
-			mockupTrasformationRule("simpleTRule", "/eu/dnetlib/dhp/transform/scripts/xslt_cleaning_oaiOpenaire_datacite_ExchangeLandingpagePid.xsl");
+			mockupTrasformationRule(
+				"simpleTRule",
+				"/eu/dnetlib/dhp/transform/scripts/xslt_cleaning_oaiOpenaire_datacite_ExchangeLandingpagePid.xsl");
 
 			final Map<String, String> parameters = Stream.of(new String[][] {
 				{
@@ -203,7 +206,8 @@ class TransformationJobTest extends AbstractVocabularyTest {
 
 	@Test
 	@DisplayName("Test TransformSparkJobNode.main")
-	void transformTest(@TempDir final Path testDir) throws Exception {
+	void transformTest(@TempDir
+	final Path testDir) throws Exception {
 
 		try (SparkSession spark = SparkSession.builder().config(sparkConf).getOrCreate()) {
 
diff --git a/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java b/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
index ad1e8721a..982e8ea75 100644
--- a/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
+++ b/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java
@@ -103,7 +103,7 @@ public class SparkBulkTagJob {
 		ResultTagger resultTagger = new ResultTagger();
 		readPath(spark, inputPath, resultClazz)
 			.map(patchResult(), Encoders.bean(resultClazz))
-				.filter(Objects::nonNull)
+			.filter(Objects::nonNull)
 			.map(
 				(MapFunction<R, R>) value -> resultTagger
 					.enrichContextCriteria(
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java
index cfe47f29f..34ca6697c 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkDumpFunderResults.java
@@ -1,10 +1,14 @@
+
 package eu.dnetlib.dhp.oa.graph.dump.funderresults;
+
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
 import java.io.Serializable;
 import java.util.List;
 import java.util.Objects;
 import java.util.Optional;
 import java.util.stream.Collectors;
+
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.FlatMapFunction;
@@ -14,29 +18,32 @@ import org.apache.spark.sql.*;
 import org.jetbrains.annotations.NotNull;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.oa.graph.dump.Utils;
 import eu.dnetlib.dhp.schema.dump.oaf.community.CommunityResult;
 import eu.dnetlib.dhp.schema.dump.oaf.community.Funder;
 import eu.dnetlib.dhp.schema.dump.oaf.community.Project;
+
 /**
  * Splits the dumped results by funder and stores them in a folder named as the funder nsp (for all the funders, but the EC
  * for the EC it specifies also the fundingStream (FP7 or H2020)
  */
 public class SparkDumpFunderResults implements Serializable {
 	private static final Logger log = LoggerFactory.getLogger(SparkDumpFunderResults.class);
+
 	public static void main(String[] args) throws Exception {
 		String jsonConfiguration = IOUtils
-				.toString(
-						SparkDumpFunderResults.class
-								.getResourceAsStream(
-										"/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json"));
+			.toString(
+				SparkDumpFunderResults.class
+					.getResourceAsStream(
+						"/eu/dnetlib/dhp/oa/graph/dump/funder_result_parameters.json"));
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
 		parser.parseArgument(args);
 		Boolean isSparkSessionManaged = Optional
-				.ofNullable(parser.get("isSparkSessionManaged"))
-				.map(Boolean::valueOf)
-				.orElse(Boolean.TRUE);
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
 		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 		final String inputPath = parser.get("sourcePath");
 		log.info("inputPath: {}", inputPath);
@@ -44,30 +51,32 @@ public class SparkDumpFunderResults implements Serializable {
 		log.info("outputPath: {}", outputPath);
 		SparkConf conf = new SparkConf();
 		runWithSparkSession(
-				conf,
-				isSparkSessionManaged,
-				spark -> {
-					Utils.removeOutputDir(spark, outputPath);
-					writeResultProjectList(spark, inputPath, outputPath);
-				});
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+				Utils.removeOutputDir(spark, outputPath);
+				writeResultProjectList(spark, inputPath, outputPath);
+			});
 	}
+
 	private static void writeResultProjectList(SparkSession spark, String inputPath, String outputPath) {
 		Dataset<CommunityResult> result = Utils
-				.readPath(spark, inputPath + "/publication", CommunityResult.class)
-				.union(Utils.readPath(spark, inputPath + "/dataset", CommunityResult.class))
-				.union(Utils.readPath(spark, inputPath + "/otherresearchproduct", CommunityResult.class))
-				.union(Utils.readPath(spark, inputPath + "/software", CommunityResult.class));
+			.readPath(spark, inputPath + "/publication", CommunityResult.class)
+			.union(Utils.readPath(spark, inputPath + "/dataset", CommunityResult.class))
+			.union(Utils.readPath(spark, inputPath + "/otherresearchproduct", CommunityResult.class))
+			.union(Utils.readPath(spark, inputPath + "/software", CommunityResult.class));
 		log.info("Number of result {}", result.count());
 		Dataset<String> tmp = result
-				.flatMap((FlatMapFunction<CommunityResult, String>) cr -> cr.getProjects().stream().map(p -> {
-					return getFunderName(p);
-				}).collect(Collectors.toList()).iterator(), Encoders.STRING())
-				.distinct();
+			.flatMap((FlatMapFunction<CommunityResult, String>) cr -> cr.getProjects().stream().map(p -> {
+				return getFunderName(p);
+			}).collect(Collectors.toList()).iterator(), Encoders.STRING())
+			.distinct();
 		List<String> funderList = tmp.collectAsList();
 		funderList.forEach(funder -> {
 			dumpResults(funder, result, outputPath);
 		});
 	}
+
 	@NotNull
 	private static String getFunderName(Project p) {
 		Optional<Funder> ofunder = Optional.ofNullable(p.getFunder());
@@ -97,23 +106,24 @@ public class SparkDumpFunderResults implements Serializable {
 			return fName;
 		}
 	}
+
 	private static void dumpResults(String funder, Dataset<CommunityResult> results, String outputPath) {
 		results.map((MapFunction<CommunityResult, CommunityResult>) r -> {
-					if (!Optional.ofNullable(r.getProjects()).isPresent()) {
-						return null;
-					}
-					for (Project p : r.getProjects()) {
-						String fName = getFunderName(p);
-						if (fName.equalsIgnoreCase(funder)) {
-							return r;
-						}
-					}
-					return null;
-				}, Encoders.bean(CommunityResult.class))
-				.filter(Objects::nonNull)
-				.write()
-				.mode(SaveMode.Overwrite)
-				.option("compression", "gzip")
-				.json(outputPath + "/" + funder);
+			if (!Optional.ofNullable(r.getProjects()).isPresent()) {
+				return null;
+			}
+			for (Project p : r.getProjects()) {
+				String fName = getFunderName(p);
+				if (fName.equalsIgnoreCase(funder)) {
+					return r;
+				}
+			}
+			return null;
+		}, Encoders.bean(CommunityResult.class))
+			.filter(Objects::nonNull)
+			.write()
+			.mode(SaveMode.Overwrite)
+			.option("compression", "gzip")
+			.json(outputPath + "/" + funder);
 	}
-}
\ No newline at end of file
+}
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java
index 5eed64e89..4b0072944 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/funderresults/SparkResultLinkedToProject.java
@@ -45,18 +45,18 @@ public class SparkResultLinkedToProject implements Serializable {
 
 	public static void main(String[] args) throws Exception {
 		String jsonConfiguration = IOUtils
-				.toString(
-						SparkResultLinkedToProject.class
-								.getResourceAsStream(
-										"/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json"));
+			.toString(
+				SparkResultLinkedToProject.class
+					.getResourceAsStream(
+						"/eu/dnetlib/dhp/oa/graph/dump/input_parameters_link_prj.json"));
 
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
 		parser.parseArgument(args);
 
 		Boolean isSparkSessionManaged = Optional
-				.ofNullable(parser.get("isSparkSessionManaged"))
-				.map(Boolean::valueOf)
-				.orElse(Boolean.TRUE);
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
 		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
 		final String inputPath = parser.get("sourcePath");
@@ -78,41 +78,41 @@ public class SparkResultLinkedToProject implements Serializable {
 		SparkConf conf = new SparkConf();
 
 		runWithSparkSession(
-				conf,
-				isSparkSessionManaged,
-				spark -> {
-					Utils.removeOutputDir(spark, outputPath);
-					writeResultsLinkedToProjects(
-							communityMapPath, spark, inputClazz, inputPath, outputPath, resultProjectsPath);
-				});
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+				Utils.removeOutputDir(spark, outputPath);
+				writeResultsLinkedToProjects(
+					communityMapPath, spark, inputClazz, inputPath, outputPath, resultProjectsPath);
+			});
 	}
 
 	private static <R extends Result> void writeResultsLinkedToProjects(String communityMapPath, SparkSession spark,
-																		Class<R> inputClazz,
-																		String inputPath, String outputPath, String resultProjectsPath) {
+		Class<R> inputClazz,
+		String inputPath, String outputPath, String resultProjectsPath) {
 
 		Dataset<R> results = Utils
-				.readPath(spark, inputPath, inputClazz)
-				.filter(
-						(FilterFunction<R>) r -> !r.getDataInfo().getDeletedbyinference() &&
-								!r.getDataInfo().getInvisible());
+			.readPath(spark, inputPath, inputClazz)
+			.filter(
+				(FilterFunction<R>) r -> !r.getDataInfo().getDeletedbyinference() &&
+					!r.getDataInfo().getInvisible());
 		Dataset<ResultProject> resultProjectDataset = Utils
-				.readPath(spark, resultProjectsPath, ResultProject.class);
+			.readPath(spark, resultProjectsPath, ResultProject.class);
 		CommunityMap communityMap = Utils.getCommunityMap(spark, communityMapPath);
 		results
-				.joinWith(resultProjectDataset, results.col("id").equalTo(resultProjectDataset.col("resultId")))
-				.map((MapFunction<Tuple2<R, ResultProject>, CommunityResult>) t2 -> {
-					CommunityResult cr = (CommunityResult) ResultMapper
-							.map(
-									t2._1(),
-									communityMap, Constants.DUMPTYPE.FUNDER.getType());
-					cr.setProjects(t2._2().getProjectsList());
-					return cr;
-				}, Encoders.bean(CommunityResult.class))
-				.write()
-				.mode(SaveMode.Overwrite)
-				.option("compression", "gzip")
-				.json(outputPath);
+			.joinWith(resultProjectDataset, results.col("id").equalTo(resultProjectDataset.col("resultId")))
+			.map((MapFunction<Tuple2<R, ResultProject>, CommunityResult>) t2 -> {
+				CommunityResult cr = (CommunityResult) ResultMapper
+					.map(
+						t2._1(),
+						communityMap, Constants.DUMPTYPE.FUNDER.getType());
+				cr.setProjects(t2._2().getProjectsList());
+				return cr;
+			}, Encoders.bean(CommunityResult.class))
+			.write()
+			.mode(SaveMode.Overwrite)
+			.option("compression", "gzip")
+			.json(outputPath);
 
 	}
 }
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
index 83a9f3464..38eb3cb37 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
+++ b/dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectsSubsetSparkJob.java
@@ -2,9 +2,11 @@
 package eu.dnetlib.dhp.oa.graph.dump.projectssubset;
 
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
 import java.io.Serializable;
 import java.util.Objects;
 import java.util.Optional;
+
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.MapFunction;
@@ -14,6 +16,7 @@ import org.apache.spark.sql.SaveMode;
 import org.apache.spark.sql.SparkSession;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.oa.graph.dump.Utils;
 import eu.dnetlib.dhp.schema.dump.oaf.graph.Project;
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java
index c6798ac58..f3b7246b1 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/PrepareResultProjectJobTest.java
@@ -35,12 +35,12 @@ public class PrepareResultProjectJobTest {
 	private static Path workingDir;
 
 	private static final Logger log = LoggerFactory
-			.getLogger(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class);
+		.getLogger(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class);
 
 	@BeforeAll
 	public static void beforeAll() throws IOException {
 		workingDir = Files
-				.createTempDirectory(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName());
+			.createTempDirectory(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName());
 		log.info("using work dir {}", workingDir);
 
 		SparkConf conf = new SparkConf();
@@ -54,10 +54,10 @@ public class PrepareResultProjectJobTest {
 		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
 
 		spark = SparkSession
-				.builder()
-				.appName(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName())
-				.config(conf)
-				.getOrCreate();
+			.builder()
+			.appName(eu.dnetlib.dhp.oa.graph.dump.PrepareResultProjectJobTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
 	}
 
 	@AfterAll
@@ -70,23 +70,23 @@ public class PrepareResultProjectJobTest {
 	void testNoMatch() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/no_match")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/no_match")
+			.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/preparedInfo",
-				"-sourcePath", sourcePath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/preparedInfo",
+			"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-				.textFile(workingDir.toString() + "/preparedInfo")
-				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+			.textFile(workingDir.toString() + "/preparedInfo")
+			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(0, verificationDataset.count());
 
@@ -96,37 +96,37 @@ public class PrepareResultProjectJobTest {
 	void testMatchOne() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_one")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_one")
+			.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/preparedInfo",
-				"-sourcePath", sourcePath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/preparedInfo",
+			"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-				.textFile(workingDir.toString() + "/preparedInfo")
-				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+			.textFile(workingDir.toString() + "/preparedInfo")
+			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(1, verificationDataset.count());
 
 		assertEquals(
-				1,
-				verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
+			1,
+			verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
 
 		verificationDataset.createOrReplaceTempView("table");
 
 		Dataset<Row> check = spark
-				.sql(
-						"Select projList.provenance.provenance  " +
-								"from table " +
-								"lateral view explode (projectsList) pl as projList");
+			.sql(
+				"Select projList.provenance.provenance  " +
+					"from table " +
+					"lateral view explode (projectsList) pl as projList");
 
 		assertEquals(1, check.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
 
@@ -138,88 +138,88 @@ public class PrepareResultProjectJobTest {
 	void testMatch() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match")
+			.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/preparedInfo",
-				"-sourcePath", sourcePath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/preparedInfo",
+			"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-				.textFile(workingDir.toString() + "/preparedInfo")
-				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+			.textFile(workingDir.toString() + "/preparedInfo")
+			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(2, verificationDataset.count());
 
 		assertEquals(
-				1,
-				verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
+			1,
+			verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
 		assertEquals(
-				1,
-				verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
+			1,
+			verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
 
 		verificationDataset.createOrReplaceTempView("dataset");
 
 		String query = "select resultId, MyT.id project , MyT.title title, MyT.acronym acronym , MyT.provenance.provenance provenance "
-				+ "from dataset "
-				+ "lateral view explode(projectsList) p as MyT ";
+			+ "from dataset "
+			+ "lateral view explode(projectsList) p as MyT ";
 
 		org.apache.spark.sql.Dataset<Row> resultExplodedProvenance = spark.sql(query);
 		assertEquals(3, resultExplodedProvenance.count());
 		assertEquals(
-				2,
-				resultExplodedProvenance
-						.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-						.count());
+			2,
+			resultExplodedProvenance
+				.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
+				.count());
 
 		assertEquals(
-				2,
-				resultExplodedProvenance
-						.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
-						.count());
+			2,
+			resultExplodedProvenance
+				.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter(
-								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter(
+					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter(
-								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter(
+					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter(
-								"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter(
+					"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+				.count());
 
 		assertEquals(
-				3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
+			3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
 
 	}
 
@@ -227,98 +227,98 @@ public class PrepareResultProjectJobTest {
 	public void testMatchValidated() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_validatedRels")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/resultProject/match_validatedRels")
+			.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/preparedInfo",
-				"-sourcePath", sourcePath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/preparedInfo",
+			"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-				.textFile(workingDir.toString() + "/preparedInfo")
-				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+			.textFile(workingDir.toString() + "/preparedInfo")
+			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		org.apache.spark.sql.Dataset<ResultProject> verificationDataset = spark
-				.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
+			.createDataset(tmp.rdd(), Encoders.bean(ResultProject.class));
 
 		assertEquals(2, verificationDataset.count());
 
 		assertEquals(
-				1,
-				verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
+			1,
+			verificationDataset.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'").count());
 		assertEquals(
-				1,
-				verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
+			1,
+			verificationDataset.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'").count());
 
 		verificationDataset.createOrReplaceTempView("dataset");
 
 		String query = "select resultId, MyT.id project , MyT.title title, MyT.acronym acronym , MyT.provenance.provenance provenance, "
-				+
-				"MyT.validated.validatedByFunder, MyT.validated.validationDate "
-				+ "from dataset "
-				+ "lateral view explode(projectsList) p as MyT ";
+			+
+			"MyT.validated.validatedByFunder, MyT.validated.validationDate "
+			+ "from dataset "
+			+ "lateral view explode(projectsList) p as MyT ";
 
 		org.apache.spark.sql.Dataset<Row> resultExplodedProvenance = spark.sql(query);
 		assertEquals(3, resultExplodedProvenance.count());
 		assertEquals(3, resultExplodedProvenance.filter("validatedByFunder = true").count());
 		assertEquals(
-				2,
-				resultExplodedProvenance
-						.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
-						.count());
+			2,
+			resultExplodedProvenance
+				.filter("resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter("resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80'")
+				.count());
 
 		assertEquals(
-				2,
-				resultExplodedProvenance
-						.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
-						.count());
+			2,
+			resultExplodedProvenance
+				.filter("project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter(
-								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
-										"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
-										"and validatedByFunder = true " +
-										"and validationDate = '2021-08-06'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter(
+					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
+						"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
+						"and validatedByFunder = true " +
+						"and validationDate = '2021-08-06'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter(
-								"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
-										"and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80' " +
-										"and validatedByFunder = true and validationDate = '2021-08-04'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter(
+					"project = '40|aka_________::0f7d119de1f656b5763a16acf876fed6' " +
+						"and resultId = '50|dedup_wf_001::51b88f272ba9c3bb181af64e70255a80' " +
+						"and validatedByFunder = true and validationDate = '2021-08-04'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter("project = '40|aka_________::03376222b28a3aebf2730ac514818d04'")
+				.count());
 
 		assertEquals(
-				1,
-				resultExplodedProvenance
-						.filter(
-								"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' " +
-										"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
-										"and validatedByFunder = true and validationDate = '2021-08-05'")
-						.count());
+			1,
+			resultExplodedProvenance
+				.filter(
+					"project = '40|aka_________::03376222b28a3aebf2730ac514818d04' " +
+						"and resultId = '50|dedup_wf_001::e4805d005bfab0cd39a1642cbf477fdb' " +
+						"and validatedByFunder = true and validationDate = '2021-08-05'")
+				.count());
 
 		assertEquals(
-				3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
+			3, resultExplodedProvenance.filter("provenance = 'sysimport:crosswalk:entityregistry'").count());
 
 	}
 
@@ -326,20 +326,20 @@ public class PrepareResultProjectJobTest {
 	void testMatchx() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match")
+			.getPath();
 
 		SparkPrepareResultProject.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/preparedInfo",
-				"-sourcePath", sourcePath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/preparedInfo",
+			"-sourcePath", sourcePath
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<ResultProject> tmp = sc
-				.textFile(workingDir.toString() + "/preparedInfo")
-				.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
+			.textFile(workingDir.toString() + "/preparedInfo")
+			.map(item -> OBJECT_MAPPER.readValue(item, ResultProject.class));
 
 		tmp.foreach(r -> System.out.println(OBJECT_MAPPER.writeValueAsString(r)));
 	}
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java
index 579958a62..7046b02c2 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/ResultLinkedToProjectTest.java
@@ -35,15 +35,15 @@ public class ResultLinkedToProjectTest {
 	private static Path workingDir;
 
 	private static final Logger log = LoggerFactory
-			.getLogger(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class);
+		.getLogger(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class);
 
 	private static final HashMap<String, String> map = new HashMap<>();
 
 	@BeforeAll
 	public static void beforeAll() throws IOException {
 		workingDir = Files
-				.createTempDirectory(
-						eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName());
+			.createTempDirectory(
+				eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName());
 		log.info("using work dir {}", workingDir);
 
 		SparkConf conf = new SparkConf();
@@ -57,10 +57,10 @@ public class ResultLinkedToProjectTest {
 		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
 
 		spark = SparkSession
-				.builder()
-				.appName(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName())
-				.config(conf)
-				.getOrCreate();
+			.builder()
+			.appName(eu.dnetlib.dhp.oa.graph.dump.funderresult.ResultLinkedToProjectTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
 	}
 
 	@AfterAll
@@ -73,32 +73,32 @@ public class ResultLinkedToProjectTest {
 	void testNoMatch() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/nomatch/papers.json")
+			.getPath();
 
 		final String graphPath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo")
+			.getPath();
 
 		final String communityMapPath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath")
+			.getPath();
 
 		SparkResultLinkedToProject.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/preparedInfo",
-				"-sourcePath", sourcePath,
-				"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
-				"-graphPath", graphPath,
-				"-communityMapPath", communityMapPath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/preparedInfo",
+			"-sourcePath", sourcePath,
+			"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
+			"-graphPath", graphPath,
+			"-communityMapPath", communityMapPath
 
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<CommunityResult> tmp = sc
-				.textFile(workingDir.toString() + "/preparedInfo")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/preparedInfo")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 
 		Assertions.assertEquals(0, tmp.count());
 
@@ -108,32 +108,32 @@ public class ResultLinkedToProjectTest {
 	void testMatchOne() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match/papers.json")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/match/papers.json")
+			.getPath();
 
 		final String graphPath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/preparedInfo")
+			.getPath();
 
 		final String communityMapPath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/communityMapPath")
+			.getPath();
 
 		SparkResultLinkedToProject.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/preparedInfo",
-				"-sourcePath", sourcePath,
-				"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
-				"-graphPath", graphPath,
-				"-communityMapPath", communityMapPath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/preparedInfo",
+			"-sourcePath", sourcePath,
+			"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
+			"-graphPath", graphPath,
+			"-communityMapPath", communityMapPath
 
 		});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
 
 		JavaRDD<CommunityResult> tmp = sc
-				.textFile(workingDir.toString() + "/preparedInfo")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/preparedInfo")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 
 		Assertions.assertEquals(1, tmp.count());
 
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java
index 5bb5a1178..e9d739db2 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/funderresult/SplitPerFunderTest.java
@@ -56,10 +56,10 @@ public class SplitPerFunderTest {
 		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
 
 		spark = SparkSession
-				.builder()
-				.appName(SplitPerFunderTest.class.getSimpleName())
-				.config(conf)
-				.getOrCreate();
+			.builder()
+			.appName(SplitPerFunderTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
 	}
 
 	@AfterAll
@@ -72,13 +72,13 @@ public class SplitPerFunderTest {
 	void test1() throws Exception {
 
 		final String sourcePath = getClass()
-				.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext")
-				.getPath();
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/funderresource/ext")
+			.getPath();
 
 		SparkDumpFunderResults.main(new String[] {
-				"-isSparkSessionManaged", Boolean.FALSE.toString(),
-				"-outputPath", workingDir.toString() + "/split",
-				"-sourcePath", sourcePath
+			"-isSparkSessionManaged", Boolean.FALSE.toString(),
+			"-outputPath", workingDir.toString() + "/split",
+			"-sourcePath", sourcePath
 
 		});
 
@@ -86,64 +86,64 @@ public class SplitPerFunderTest {
 
 		// FP7 3 and H2020 3
 		JavaRDD<CommunityResult> tmp = sc
-				.textFile(workingDir.toString() + "/split/EC_FP7")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/EC_FP7")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 
 		org.apache.spark.sql.Dataset<CommunityResult> verificationDataset = spark
-				.createDataset(tmp.rdd(), Encoders.bean(CommunityResult.class));
+			.createDataset(tmp.rdd(), Encoders.bean(CommunityResult.class));
 
 		Assertions.assertEquals(3, verificationDataset.count());
 
 		Assertions
-				.assertEquals(
-						1, verificationDataset.filter("id = '50|dedup_wf_001::0d16b1714ab3077df73893a8ea57d776'").count());
+			.assertEquals(
+				1, verificationDataset.filter("id = '50|dedup_wf_001::0d16b1714ab3077df73893a8ea57d776'").count());
 
 		// CIHR 2
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/CIHR")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/CIHR")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(2, tmp.count());
 
 		// NWO 1
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/NWO")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/NWO")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// NIH 3
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/NIH")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/NIH")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(2, tmp.count());
 
 		// NSF 1
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/NSF")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/NSF")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// SNSF 1
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/SNSF")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/SNSF")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// NHMRC 1
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/NHMRC")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/NHMRC")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 		// H2020 3
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/EC_H2020")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/EC_H2020")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(3, tmp.count());
 
 		// MZOS 1
 		tmp = sc
-				.textFile(workingDir.toString() + "/split/MZOS")
-				.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
+			.textFile(workingDir.toString() + "/split/MZOS")
+			.map(item -> OBJECT_MAPPER.readValue(item, CommunityResult.class));
 		Assertions.assertEquals(1, tmp.count());
 
 	}
diff --git a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
index 4ff1e1b96..8cdb285e4 100644
--- a/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
+++ b/dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/dump/projectssubset/ProjectSubsetTest.java
@@ -30,7 +30,6 @@ public class ProjectSubsetTest {
 	private static final Logger log = LoggerFactory
 		.getLogger(eu.dnetlib.dhp.oa.graph.dump.projectssubset.ProjectSubsetTest.class);
 
-
 	@BeforeAll
 	public static void beforeAll() throws IOException {
 		workingDir = Files

From 5b76321d9cb58f68a52ee01d14ea77f38e81d749 Mon Sep 17 00:00:00 2001
From: Sandro La Bruzzo <sandro.labruzzo@gmail.com>
Date: Wed, 20 Jul 2022 16:34:32 +0200
Subject: [PATCH 21/23] implemented oozie workflow to generate scholix dump
 filtering relclass semantic

---
 .../sx/graph/convert_dataset_json_params.json |   1 +
 .../sx/graph/convert_object_json_params.json  |   4 +-
 .../dumpScholix/oozie_app/config-default.xml  |  10 ++
 .../graph/dumpScholix/oozie_app/workflow.xml  | 145 ++++++++++++++++++
 .../sx/graph/SparkConvertObjectToJson.scala   |  33 +++-
 .../sx/graph/SparkConvertRDDtoDataset.scala   |  61 +++++---
 6 files changed, 228 insertions(+), 26 deletions(-)
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/config-default.xml
 create mode 100644 dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/workflow.xml

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json
index 8bfdde5b0..f3e8cdbad 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json
@@ -2,4 +2,5 @@
   {"paramName":"mt",  "paramLongName":"master",     "paramDescription": "should be local or yarn",  "paramRequired": true},
   {"paramName":"s",   "paramLongName":"sourcePath", "paramDescription": "the source Path",           "paramRequired": true},
   {"paramName":"t",   "paramLongName":"targetPath", "paramDescription": "the path of the raw graph", "paramRequired": true}
+  {"paramName":"r",   "paramLongName":"filterRelation", "paramDescription": "the relation to filter", "paramRequired": false}
 ]
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_object_json_params.json b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_object_json_params.json
index 890570a0b..cbb20bfe7 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_object_json_params.json
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_object_json_params.json
@@ -3,5 +3,7 @@
   {"paramName":"s",   "paramLongName":"sourcePath", "paramDescription": "the source Path",                        "paramRequired": true},
   {"paramName":"su",   "paramLongName":"scholixUpdatePath", "paramDescription": "the scholix updated Path",       "paramRequired": false},
   {"paramName":"t",   "paramLongName":"targetPath", "paramDescription": "the path of the raw graph",              "paramRequired": true},
-  {"paramName":"o",   "paramLongName":"objectType", "paramDescription": "should be scholix or Summary",           "paramRequired": true}
+  {"paramName":"o",   "paramLongName":"objectType", "paramDescription": "should be scholix or Summary",           "paramRequired": true},
+  {"paramName":"mp",   "paramLongName":"maxPidNumberFilter", "paramDescription": "filter max number of pids in source/target", "paramRequired": false}
+
 ]
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/config-default.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/config-default.xml
new file mode 100644
index 000000000..6fb2a1253
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/config-default.xml
@@ -0,0 +1,10 @@
+<configuration>
+    <property>
+        <name>oozie.use.system.libpath</name>
+        <value>true</value>
+    </property>
+    <property>
+        <name>oozie.action.sharelib.for.spark</name>
+        <value>spark2</value>
+    </property>
+</configuration>
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/workflow.xml b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/workflow.xml
new file mode 100644
index 000000000..a37d85ad4
--- /dev/null
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/dumpScholix/oozie_app/workflow.xml
@@ -0,0 +1,145 @@
+<workflow-app name="Create Scholix Dump" xmlns="uri:oozie:workflow:0.5">
+    <parameters>
+        <property>
+            <name>sourcePath</name>
+            <description>the working dir base path</description>
+        </property>
+        <property>
+            <name>targetPath</name>
+            <description>the final graph path</description>
+        </property>
+        <property>
+            <name>relationFilter</name>
+            <description>Filter relation semantic</description>
+        </property>
+        <property>
+            <name>maxNumberOfPid</name>
+            <description>filter relation with at least #maxNumberOfPid</description>
+        </property>
+
+    </parameters>
+
+    <start to="ImportDatasetEntities"/>
+
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+
+    <action name="ImportDatasetEntities">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Import JSONRDD to Dataset kryo</name>
+            <class>eu.dnetlib.dhp.sx.graph.SparkConvertRDDtoDataset</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.shuffle.partitions=3000
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+            </spark-opts>
+            <arg>--master</arg><arg>yarn</arg>
+            <arg>--sourcePath</arg><arg>${sourcePath}</arg>
+            <arg>--targetPath</arg><arg>${targetPath}</arg>
+            <arg>--filterRelation</arg><arg>${relationFilter}</arg>
+        </spark>
+        <ok to="CreateSummaries"/>
+        <error to="Kill"/>
+    </action>
+
+
+    <action name="CreateSummaries">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Convert Entities to summaries</name>
+            <class>eu.dnetlib.dhp.sx.graph.SparkCreateSummaryObject</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.shuffle.partitions=20000
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+            </spark-opts>
+            <arg>--master</arg><arg>yarn</arg>
+            <arg>--sourcePath</arg><arg>${targetPath}/entities</arg>
+            <arg>--targetPath</arg><arg>${targetPath}/provision/summaries</arg>
+        </spark>
+        <ok to="CreateScholix"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="CreateScholix">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Generate Scholix Dataset</name>
+            <class>eu.dnetlib.dhp.sx.graph.SparkCreateScholix</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.shuffle.partitions=30000
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+            </spark-opts>
+            <arg>--master</arg><arg>yarn</arg>
+            <arg>--summaryPath</arg><arg>${targetPath}/provision/summaries</arg>
+            <arg>--targetPath</arg><arg>${targetPath}/provision/scholix</arg>
+            <arg>--relationPath</arg><arg>${targetPath}/relation</arg>
+        </spark>
+        <ok to="DropJSONPath"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="DropJSONPath">
+        <fs>
+            <delete path='${targetPath}/json'/>
+            <mkdir path='${targetPath}/json/'/>
+        </fs>
+        <ok to="SerializeScholix"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="SerializeScholix">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Serialize scholix to JSON</name>
+            <class>eu.dnetlib.dhp.sx.graph.SparkConvertObjectToJson</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.shuffle.partitions=6000
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+            </spark-opts>
+            <arg>--master</arg><arg>yarn</arg>
+            <arg>--sourcePath</arg><arg>${targetPath}/provision/scholix/scholix</arg>
+            <arg>--targetPath</arg><arg>${targetPath}/json/scholix_json</arg>
+            <arg>--objectType</arg><arg>scholix</arg>
+            <arg>--maxPidNumberFilter</arg><arg>maxNumberOfPid</arg>
+        </spark>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
+
+
+
+    <end name="End"/>
+</workflow-app>
\ No newline at end of file
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertObjectToJson.scala b/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertObjectToJson.scala
index bfa07eb69..6695ebd3c 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertObjectToJson.scala
+++ b/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertObjectToJson.scala
@@ -4,6 +4,7 @@ import com.fasterxml.jackson.databind.ObjectMapper
 import eu.dnetlib.dhp.application.ArgumentApplicationParser
 import eu.dnetlib.dhp.schema.sx.scholix.Scholix
 import eu.dnetlib.dhp.schema.sx.summary.ScholixSummary
+import eu.dnetlib.dhp.sx.graph.SparkConvertObjectToJson.toInt
 import org.apache.commons.io.IOUtils
 import org.apache.hadoop.io.compress.GzipCodec
 import org.apache.spark.SparkConf
@@ -12,6 +13,14 @@ import org.slf4j.{Logger, LoggerFactory}
 
 object SparkConvertObjectToJson {
 
+  def toInt(s: String): Option[Int] = {
+    try {
+      Some(s.toInt)
+    } catch {
+      case e: Exception => None
+    }
+  }
+
   def main(args: Array[String]): Unit = {
     val log: Logger = LoggerFactory.getLogger(getClass)
     val conf: SparkConf = new SparkConf()
@@ -37,6 +46,8 @@ object SparkConvertObjectToJson {
     log.info(s"objectType  -> $objectType")
     val scholixUpdatePath = parser.get("scholixUpdatePath")
     log.info(s"scholixUpdatePath  -> $scholixUpdatePath")
+    val maxPidNumberFilter = parser.get("maxPidNumberFilter")
+    log.info(s"maxPidNumberFilter  -> $maxPidNumberFilter")
 
     implicit val scholixEncoder: Encoder[Scholix] = Encoders.kryo[Scholix]
     implicit val summaryEncoder: Encoder[ScholixSummary] = Encoders.kryo[ScholixSummary]
@@ -47,12 +58,22 @@ object SparkConvertObjectToJson {
       case "scholix" =>
         log.info("Serialize Scholix")
         val d: Dataset[Scholix] = spark.read.load(sourcePath).as[Scholix]
-        val u: Dataset[Scholix] = spark.read.load(s"$scholixUpdatePath/scholix").as[Scholix]
-        d.union(u)
-          .repartition(8000)
-          .map(s => mapper.writeValueAsString(s))(Encoders.STRING)
-          .rdd
-          .saveAsTextFile(targetPath, classOf[GzipCodec])
+//        val u: Dataset[Scholix] = spark.read.load(s"$scholixUpdatePath/scholix").as[Scholix]
+        if (maxPidNumberFilter != null && toInt(maxPidNumberFilter).isDefined) {
+          val mp = toInt(maxPidNumberFilter).get
+          d
+            .filter(s => (s.getSource.getIdentifier.size() <= mp) && (s.getTarget.getIdentifier.size() <= mp))
+            .map(s => mapper.writeValueAsString(s))(Encoders.STRING)
+            .rdd
+            .saveAsTextFile(targetPath, classOf[GzipCodec])
+        } else {
+          d
+            .repartition(8000)
+            .map(s => mapper.writeValueAsString(s))(Encoders.STRING)
+            .rdd
+            .saveAsTextFile(targetPath, classOf[GzipCodec])
+        }
+
       case "summary" =>
         log.info("Serialize Summary")
         val d: Dataset[ScholixSummary] = spark.read.load(sourcePath).as[ScholixSummary]
diff --git a/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala b/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala
index bd970a5cf..f72f8dd16 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala
+++ b/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala
@@ -4,9 +4,11 @@ import com.fasterxml.jackson.databind.ObjectMapper
 import eu.dnetlib.dhp.application.ArgumentApplicationParser
 import eu.dnetlib.dhp.schema.oaf.{OtherResearchProduct, Publication, Relation, Result, Software, Dataset => OafDataset}
 import org.apache.commons.io.IOUtils
+import org.apache.commons.lang3.StringUtils
 import org.apache.spark.SparkConf
 import org.apache.spark.sql.{Encoder, Encoders, SaveMode, SparkSession}
 import org.slf4j.{Logger, LoggerFactory}
+
 import scala.collection.JavaConverters._
 
 object SparkConvertRDDtoDataset {
@@ -34,6 +36,9 @@ object SparkConvertRDDtoDataset {
     val t = parser.get("targetPath")
     log.info(s"targetPath  -> $t")
 
+    val filterRelation = parser.get("filterRelation")
+    log.info(s"filterRelation  -> $filterRelation")
+
     val entityPath = s"$t/entities"
     val relPath = s"$t/relation"
     val mapper = new ObjectMapper()
@@ -94,28 +99,46 @@ object SparkConvertRDDtoDataset {
 
     log.info("Converting Relation")
 
-    val relationSemanticFilter = List(
-//      "cites",
-//      "iscitedby",
-      "merges",
-      "ismergedin",
-      "HasAmongTopNSimilarDocuments",
-      "IsAmongTopNSimilarDocuments"
-    )
+    if (filterRelation != null && StringUtils.isNoneBlank(filterRelation)) {
 
-    val rddRelation = spark.sparkContext
-      .textFile(s"$sourcePath/relation")
-      .map(s => mapper.readValue(s, classOf[Relation]))
-      .filter(r => r.getDataInfo != null && r.getDataInfo.getDeletedbyinference == false)
-      .filter(r => r.getSource.startsWith("50") && r.getTarget.startsWith("50"))
-      //filter OpenCitations relations
-      .filter(r =>
-        r.getCollectedfrom != null && r.getCollectedfrom.size() > 0 && !r.getCollectedfrom.asScala.exists(k =>
-          "opencitations".equalsIgnoreCase(k.getValue)
+      val rddRelation = spark.sparkContext
+        .textFile(s"$sourcePath/relation")
+        .map(s => mapper.readValue(s, classOf[Relation]))
+        .filter(r => r.getDataInfo != null && r.getDataInfo.getDeletedbyinference == false)
+        .filter(r => r.getSource.startsWith("50") && r.getTarget.startsWith("50"))
+        //filter OpenCitations relations
+        .filter(r =>
+          r.getCollectedfrom != null && r.getCollectedfrom.size() > 0 && !r.getCollectedfrom.asScala.exists(k =>
+            "opencitations".equalsIgnoreCase(k.getValue)
+          )
         )
+        .filter(r => r.getRelClass != null && r.getRelClass.equalsIgnoreCase(filterRelation))
+      spark.createDataset(rddRelation).as[Relation].write.mode(SaveMode.Overwrite).save(s"$relPath")
+    } else {
+
+      val relationSemanticFilter = List(
+        //      "cites",
+        //      "iscitedby",
+        "merges",
+        "ismergedin",
+        "HasAmongTopNSimilarDocuments",
+        "IsAmongTopNSimilarDocuments"
       )
-      .filter(r => !relationSemanticFilter.exists(k => k.equalsIgnoreCase(r.getRelClass)))
-    spark.createDataset(rddRelation).as[Relation].write.mode(SaveMode.Overwrite).save(s"$relPath")
+
+      val rddRelation = spark.sparkContext
+        .textFile(s"$sourcePath/relation")
+        .map(s => mapper.readValue(s, classOf[Relation]))
+        .filter(r => r.getDataInfo != null && r.getDataInfo.getDeletedbyinference == false)
+        .filter(r => r.getSource.startsWith("50") && r.getTarget.startsWith("50"))
+        //filter OpenCitations relations
+        .filter(r =>
+          r.getCollectedfrom != null && r.getCollectedfrom.size() > 0 && !r.getCollectedfrom.asScala.exists(k =>
+            "opencitations".equalsIgnoreCase(k.getValue)
+          )
+        )
+        .filter(r => !relationSemanticFilter.exists(k => k.equalsIgnoreCase(r.getRelClass)))
+      spark.createDataset(rddRelation).as[Relation].write.mode(SaveMode.Overwrite).save(s"$relPath")
+    }
 
   }
 }

From 5f651f231650d0e2547bfdf9f7969611e5d43d85 Mon Sep 17 00:00:00 2001
From: Sandro La Bruzzo <sandro.labruzzo@gmail.com>
Date: Thu, 21 Jul 2022 10:11:48 +0200
Subject: [PATCH 22/23] changed filter relation on SubRelType

---
 .../eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala    | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala b/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala
index f72f8dd16..0073afff5 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala
+++ b/dhp-workflows/dhp-graph-mapper/src/main/scala/eu/dnetlib/dhp/sx/graph/SparkConvertRDDtoDataset.scala
@@ -112,13 +112,11 @@ object SparkConvertRDDtoDataset {
             "opencitations".equalsIgnoreCase(k.getValue)
           )
         )
-        .filter(r => r.getRelClass != null && r.getRelClass.equalsIgnoreCase(filterRelation))
+        .filter(r => r.getSubRelType != null && r.getSubRelType.equalsIgnoreCase(filterRelation))
       spark.createDataset(rddRelation).as[Relation].write.mode(SaveMode.Overwrite).save(s"$relPath")
     } else {
 
       val relationSemanticFilter = List(
-        //      "cites",
-        //      "iscitedby",
         "merges",
         "ismergedin",
         "HasAmongTopNSimilarDocuments",

From ddc414b2586075f2ab32b59480115c826e9a863c Mon Sep 17 00:00:00 2001
From: Sandro La Bruzzo <sandro.labruzzo@gmail.com>
Date: Fri, 22 Jul 2022 09:43:15 +0200
Subject: [PATCH 23/23] fixed wrong json param

---
 .../eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json
index f3e8cdbad..3a2f90708 100644
--- a/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json
+++ b/dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/sx/graph/convert_dataset_json_params.json
@@ -1,6 +1,6 @@
 [
   {"paramName":"mt",  "paramLongName":"master",     "paramDescription": "should be local or yarn",  "paramRequired": true},
   {"paramName":"s",   "paramLongName":"sourcePath", "paramDescription": "the source Path",           "paramRequired": true},
-  {"paramName":"t",   "paramLongName":"targetPath", "paramDescription": "the path of the raw graph", "paramRequired": true}
+  {"paramName":"t",   "paramLongName":"targetPath", "paramDescription": "the path of the raw graph", "paramRequired": true},
   {"paramName":"r",   "paramLongName":"filterRelation", "paramDescription": "the relation to filter", "paramRequired": false}
 ]
\ No newline at end of file