merged again from beta

dhp-common/src/main/java/eu/dnetlib/dhp/oa/merge/AuthorMerger.java

@@ -10,6 +10,7 @@ import org.apache.commons.lang3.StringUtils;
 import com.wcohen.ss.JaroWinkler;
 
 import eu.dnetlib.dhp.schema.oaf.Author;
+import eu.dnetlib.dhp.schema.oaf.Qualifier;
 import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
 import eu.dnetlib.pace.model.Person;
 import scala.Tuple2;
@@ -146,10 +147,20 @@ public class AuthorMerger {
 	}
 
 	public static String pidToComparableString(StructuredProperty pid) {
-		final String classid = pid.getQualifier().getClassid() != null ? pid.getQualifier().getClassid().toLowerCase()
+		final String classId = Optional
-			: "";
+			.ofNullable(pid)
-		return (pid.getQualifier() != null ? classid : "")
+			.map(
-			+ (pid.getValue() != null ? pid.getValue().toLowerCase() : "");
+				p -> Optional
+					.ofNullable(p.getQualifier())
+					.map(Qualifier::getClassid)
+					.map(String::toLowerCase)
+					.orElse(""))
+			.orElse("");
+		return Optional
+			.ofNullable(pid)
+			.map(StructuredProperty::getValue)
+			.map(v -> String.join("|", v, classId))
+			.orElse("");
 	}
 
 	public static int countAuthorsPids(List<Author> authors) {

dhp-common/src/main/java/eu/dnetlib/dhp/schema/oaf/utils/MergeUtils.java

@@ -270,8 +270,9 @@ public class MergeUtils {
 		}
 
 		HashMap<String, KeyValue> values = new HashMap<>();
-		left.forEach(kv -> values.put(kv.getKey(), kv));
+
-		right.forEach(kv -> values.putIfAbsent(kv.getKey(), kv));
+		Optional.ofNullable(left).ifPresent(l -> l.forEach(kv -> values.put(kv.getKey(), kv)));
+		Optional.ofNullable(right).ifPresent(r -> r.forEach(kv -> values.putIfAbsent(kv.getKey(), kv)));
 
 		return new ArrayList<>(values.values());
 	}

dhp-pace-core/src/test/java/eu/dnetlib/pace/util/UtilTest.java

@@ -7,9 +7,11 @@ import java.util.HashMap;
 import java.util.Map;
 
 import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Test;
 
 import eu.dnetlib.pace.model.Person;
+import jdk.nashorn.internal.ir.annotations.Ignore;
 
 public class UtilTest {
 
@@ -20,7 +22,8 @@ public class UtilTest {
 		params = new HashMap<>();
 	}
 
-	// @Test
+	@Test
+	@Disabled
 	public void paceResolverTest() {
 		PaceResolver paceResolver = new PaceResolver();
 		paceResolver.getComparator("keywordMatch", params);

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/transformativeagreement/CreateActionSetSparkJob.java

@@ -93,7 +93,7 @@ public class CreateActionSetSparkJob implements Serializable {
 			.filter((FilterFunction<Relation>) Objects::nonNull)
 			.toJavaRDD()
 			.map(p -> new AtomicAction(p.getClass(), p));
-//TODO relations in stand-by waiting to know if we need to create them or not In case we need just make a union before saving the sequence file
+
 		spark
 			.read()
 			.textFile(inputPath)
@@ -108,6 +108,7 @@ public class CreateActionSetSparkJob implements Serializable {
 			.filter((FilterFunction<Result>) r -> r != null)
 			.toJavaRDD()
 			.map(p -> new AtomicAction(p.getClass(), p))
+			.union(relations)
 			.mapToPair(
 				aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
 					new Text(OBJECT_MAPPER.writeValueAsString(aa))))

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/webcrawl/CreateActionSetFromWebEntries.java

@@ -0,0 +1,232 @@
+
+package eu.dnetlib.dhp.actionmanager.webcrawl;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.io.Serializable;
+import java.util.*;
+import java.util.stream.Collectors;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.compress.GzipCodec;
+import org.apache.hadoop.mapred.SequenceFileOutputFormat;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.FlatMapFunction;
+import org.apache.spark.sql.*;
+import org.apache.spark.sql.types.StructType;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory;
+import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
+import eu.dnetlib.dhp.schema.oaf.utils.PidCleaner;
+import eu.dnetlib.dhp.schema.oaf.utils.PidType;
+import scala.Tuple2;
+
+/**
+ * @author miriam.baglioni
+ * @Date 18/04/24
+ */
+public class CreateActionSetFromWebEntries implements Serializable {
+	private static final Logger log = LoggerFactory.getLogger(CreateActionSetFromWebEntries.class);
+	private static final String DOI_PREFIX = "50|doi_________::";
+
+	private static final String ROR_PREFIX = "20|ror_________::";
+
+	private static final String PMID_PREFIX = "50|pmid________::";
+
+	private static final String PMCID_PREFIX = "50|pmc_________::";
+	private static final String WEB_CRAWL_ID = "10|openaire____::fb98a192f6a055ba495ef414c330834b";
+	private static final String WEB_CRAWL_NAME = "Web Crawl";
+	public static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	public static void main(String[] args) throws Exception {
+		String jsonConfiguration = IOUtils
+			.toString(
+				CreateActionSetFromWebEntries.class
+					.getResourceAsStream(
+						"/eu/dnetlib/dhp/actionmanager/webcrawl/as_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);
+
+		SparkConf conf = new SparkConf();
+
+		runWithSparkSession(
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+
+				createActionSet(spark, inputPath, outputPath);
+
+			});
+	}
+
+	public static void createActionSet(SparkSession spark, String inputPath,
+		String outputPath) {
+
+		final Dataset<Row> dataset = readWebCrawl(spark, inputPath)
+			.filter("publication_year <= 2020 or country_code=='IE'")
+			.drop("publication_year");
+
+		dataset.flatMap((FlatMapFunction<Row, Relation>) row -> {
+			List<Relation> ret = new ArrayList<>();
+			final String ror = ROR_PREFIX
+				+ IdentifierFactory.md5(PidCleaner.normalizePidValue("ROR", row.getAs("ror")));
+			ret.addAll(createAffiliationRelationPairDOI(row.getAs("doi"), ror));
+			ret.addAll(createAffiliationRelationPairPMID(row.getAs("pmid"), ror));
+			ret.addAll(createAffiliationRelationPairPMCID(row.getAs("pmcid"), ror));
+
+			return ret
+				.iterator();
+		}, Encoders.bean(Relation.class))
+			.toJavaRDD()
+			.map(p -> new AtomicAction(p.getClass(), p))
+			.mapToPair(
+				aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
+					new Text(OBJECT_MAPPER.writeValueAsString(aa))))
+			.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
+
+	}
+
+	private static Dataset<Row> readWebCrawl(SparkSession spark, String inputPath) {
+		StructType webInfo = StructType
+			.fromDDL(
+				"`id` STRING , `doi` STRING, `ids` STRUCT<`pmid` :STRING, `pmcid`: STRING >, `publication_year` STRING, "
+					+
+					"`authorships` ARRAY<STRUCT <`institutions`: ARRAY <STRUCT <`ror`: STRING, `country_code` :STRING>>>>");
+
+		return spark
+			.read()
+			.schema(webInfo)
+			.json(inputPath)
+			.withColumn(
+				"authors", functions
+					.explode(
+						functions.col("authorships")))
+			.selectExpr("id", "doi", "ids", "publication_year", "authors.institutions as institutions")
+			.withColumn(
+				"institution", functions
+					.explode(
+						functions.col("institutions")))
+			.selectExpr(
+				"id", "doi", "ids.pmcid as pmcid", "ids.pmid as pmid", "institution.ror as ror",
+				"institution.country_code as country_code", "publication_year")
+			.distinct();
+
+	}
+
+	private static List<Relation> createAffiliationRelationPairPMCID(String pmcid, String ror) {
+		if (pmcid == null)
+			return new ArrayList<>();
+
+		return createAffiliatioRelationPair(
+			PMCID_PREFIX
+				+ IdentifierFactory
+					.md5(PidCleaner.normalizePidValue(PidType.pmc.toString(), removeResolver("PMC", pmcid))),
+			ror);
+	}
+
+	private static List<Relation> createAffiliationRelationPairPMID(String pmid, String ror) {
+		if (pmid == null)
+			return new ArrayList<>();
+
+		return createAffiliatioRelationPair(
+			PMID_PREFIX
+				+ IdentifierFactory
+					.md5(PidCleaner.normalizePidValue(PidType.pmid.toString(), removeResolver("PMID", pmid))),
+			ror);
+	}
+
+	private static String removeResolver(String pidType, String pid) {
+		switch (pidType) {
+			case "PMID":
+				return pid.substring(33);
+			case "PMC":
+				return "PMC" + pid.substring(43);
+			case "DOI":
+				return pid.substring(16);
+		}
+
+		throw new RuntimeException();
+
+	}
+
+	private static List<Relation> createAffiliationRelationPairDOI(String doi, String ror) {
+		if (doi == null)
+			return new ArrayList<>();
+
+		return createAffiliatioRelationPair(
+			DOI_PREFIX
+				+ IdentifierFactory
+					.md5(PidCleaner.normalizePidValue(PidType.doi.toString(), removeResolver("DOI", doi))),
+			ror);
+
+	}
+
+	private static List<Relation> createAffiliatioRelationPair(String resultId, String orgId) {
+		ArrayList<Relation> newRelations = new ArrayList();
+
+		newRelations
+			.add(
+				OafMapperUtils
+					.getRelation(
+						orgId, resultId, ModelConstants.RESULT_ORGANIZATION, ModelConstants.AFFILIATION,
+						ModelConstants.IS_AUTHOR_INSTITUTION_OF,
+						Arrays
+							.asList(
+								OafMapperUtils.keyValue(WEB_CRAWL_ID, WEB_CRAWL_NAME)),
+						OafMapperUtils
+							.dataInfo(
+								false, null, false, false,
+								OafMapperUtils
+									.qualifier(
+										"sysimport:crasswalk:webcrawl", "Imported from Webcrawl",
+										ModelConstants.DNET_PROVENANCE_ACTIONS, ModelConstants.DNET_PROVENANCE_ACTIONS),
+								"0.9"),
+						null));
+
+		newRelations
+			.add(
+				OafMapperUtils
+					.getRelation(
+						resultId, orgId, ModelConstants.RESULT_ORGANIZATION, ModelConstants.AFFILIATION,
+						ModelConstants.HAS_AUTHOR_INSTITUTION,
+						Arrays
+							.asList(
+								OafMapperUtils.keyValue(WEB_CRAWL_ID, WEB_CRAWL_NAME)),
+						OafMapperUtils
+							.dataInfo(
+								false, null, false, false,
+								OafMapperUtils
+									.qualifier(
+										"sysimport:crasswalk:webcrawl", "Imported from Webcrawl",
+										ModelConstants.DNET_PROVENANCE_ACTIONS, ModelConstants.DNET_PROVENANCE_ACTIONS),
+								"0.9"),
+						null));
+
+		return newRelations;
+
+	}
+
+}

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/webcrawl/as_parameters.json

@@ -0,0 +1,20 @@
+[
+  {
+    "paramName": "sp",
+    "paramLongName": "sourcePath",
+    "paramDescription": "the zipped opencitations file",
+    "paramRequired": true
+  },
+  {
+    "paramName": "op",
+    "paramLongName": "outputPath",
+    "paramDescription": "the working path",
+    "paramRequired": true
+  },
+  {
+    "paramName": "issm",
+    "paramLongName": "isSparkSessionManaged",
+    "paramDescription": "the hdfs name node",
+    "paramRequired": false
+  }
+]

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/webcrawl/job.properties

@@ -0,0 +1,2 @@
+sourcePath=/user/miriam.baglioni/openalex-snapshot/data/works/
+outputPath=/tmp/miriam/webcrawlComplete/

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/webcrawl/oozie_app/config-default.xml

@@ -0,0 +1,58 @@
+<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>oozie.action.sharelib.for.spark</name>
+        <value>spark2</value>
+    </property>
+    <property>
+        <name>hive_metastore_uris</name>
+        <value>thrift://iis-cdh5-test-m3.ocean.icm.edu.pl:9083</value>
+    </property>
+    <property>
+        <name>spark2YarnHistoryServerAddress</name>
+        <value>http://iis-cdh5-test-gw.ocean.icm.edu.pl:18089</value>
+    </property>
+    <property>
+        <name>spark2ExtraListeners</name>
+        <value>com.cloudera.spark.lineage.NavigatorAppListener</value>
+    </property>
+    <property>
+        <name>spark2SqlQueryExecutionListeners</name>
+        <value>com.cloudera.spark.lineage.NavigatorQueryListener</value>
+    </property>
+    <property>
+        <name>oozie.launcher.mapreduce.user.classpath.first</name>
+        <value>true</value>
+    </property>
+    <property>
+        <name>sparkExecutorNumber</name>
+        <value>4</value>
+    </property>
+    <property>
+        <name>spark2EventLogDir</name>
+        <value>/user/spark/spark2ApplicationHistory</value>
+    </property>
+    <property>
+        <name>sparkDriverMemory</name>
+        <value>15G</value>
+    </property>
+    <property>
+        <name>sparkExecutorMemory</name>
+        <value>6G</value>
+    </property>
+    <property>
+        <name>sparkExecutorCores</name>
+        <value>1</value>
+    </property>
+</configuration>

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/webcrawl/oozie_app/workflow.xml

@@ -0,0 +1,53 @@
+<workflow-app name="WebCrawl Integration" xmlns="uri:oozie:workflow:0.5">
+
+    <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>${oozieActionShareLibForSpark2}</value>
+            </property>
+
+        </configuration>
+    </global>
+
+    <start to="create_actionset"/>
+
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+
+    <action name="create_actionset">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Produces the AS for WC</name>
+            <class>eu.dnetlib.dhp.actionmanager.webcrawl.CreateActionSetFromWebEntries</class>
+            <jar>dhp-aggregation-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${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>${sourcePath}</arg>
+            <arg>--outputPath</arg><arg>${outputPath}</arg>
+        </spark>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
+    <end name="End"/>
+</workflow-app>

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/collection/crossref/irish_funder.json

@@ -271,12 +271,6 @@
     "name": "An Roinn Sl\u00e1inte",
     "synonym": []
   },
-  {
-    "id": "100018998",
-    "uri": "http://dx.doi.org/10.13039/100018998",
-    "name": "Irish Research eLibrary",
-    "synonym": []
-  },
   {
     "id": "100019428",
     "uri": "http://dx.doi.org/10.13039/100019428",

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/webcrawl/CreateASTest.java

@@ -0,0 +1,287 @@
+
+package eu.dnetlib.dhp.actionmanager.webcrawl;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.io.Text;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+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.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory;
+import eu.dnetlib.dhp.schema.oaf.utils.PidCleaner;
+import eu.dnetlib.dhp.schema.oaf.utils.PidType;
+
+/**
+ * @author miriam.baglioni
+ * @Date 22/04/24
+ */
+public class CreateASTest {
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	private static SparkSession spark;
+
+	private static Path workingDir;
+	private static final Logger log = LoggerFactory
+		.getLogger(CreateASTest.class);
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files
+			.createTempDirectory(CreateASTest.class.getSimpleName());
+		log.info("using work dir {}", workingDir);
+
+		SparkConf conf = new SparkConf();
+		conf.setAppName(CreateASTest.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(CreateASTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
+	}
+
+	@AfterAll
+	public static void afterAll() throws IOException {
+		FileUtils.deleteDirectory(workingDir.toFile());
+		spark.stop();
+	}
+
+	@Test
+	void testNumberofRelations() throws Exception {
+
+		String inputPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/")
+			.getPath();
+
+		CreateActionSetFromWebEntries
+			.main(
+				new String[] {
+					"-isSparkSessionManaged",
+					Boolean.FALSE.toString(),
+					"-sourcePath",
+					inputPath,
+					"-outputPath",
+					workingDir.toString() + "/actionSet1"
+				});
+
+		final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+
+		JavaRDD<Relation> tmp = sc
+			.sequenceFile(workingDir.toString() + "/actionSet1", Text.class, Text.class)
+			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
+			.map(aa -> ((Relation) aa.getPayload()));
+
+		Assertions.assertEquals(64, tmp.count());
+
+	}
+
+	@Test
+	void testRelations() throws Exception {
+
+//		 , "doi":"https://doi.org/10.1126/science.1188021", "pmid":"https://pubmed.ncbi.nlm.nih.gov/20448178", https://www.ncbi.nlm.nih.gov/pmc/articles/5100745
+
+		String inputPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/")
+			.getPath();
+
+		CreateActionSetFromWebEntries
+			.main(
+				new String[] {
+					"-isSparkSessionManaged",
+					Boolean.FALSE.toString(),
+					"-sourcePath",
+					inputPath,
+					"-outputPath",
+					workingDir.toString() + "/actionSet1"
+				});
+
+		final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+
+		JavaRDD<Relation> tmp = sc
+			.sequenceFile(workingDir.toString() + "/actionSet1", Text.class, Text.class)
+			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
+			.map(aa -> ((Relation) aa.getPayload()));
+
+		tmp.foreach(r -> System.out.println(new ObjectMapper().writeValueAsString(r)));
+
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						r -> r
+							.getSource()
+							.equals(
+								"50|doi_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue(PidType.doi.toString(), "10.1098/rstl.1684.0023"))))
+					.count());
+
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						r -> r
+							.getTarget()
+							.equals(
+								"50|doi_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue(PidType.doi.toString(), "10.1098/rstl.1684.0023"))))
+					.count());
+
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						r -> r
+							.getSource()
+							.equals(
+								"20|ror_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue("ROR", "https://ror.org/03argrj65"))))
+					.count());
+
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						r -> r
+							.getTarget()
+							.equals(
+								"20|ror_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue("ROR", "https://ror.org/03argrj65"))))
+					.count());
+
+		Assertions
+			.assertEquals(
+				5, tmp
+					.filter(
+						r -> r
+							.getSource()
+							.equals(
+								"20|ror_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue("ROR", "https://ror.org/03265fv13"))))
+					.count());
+
+		Assertions
+			.assertEquals(
+				5, tmp
+					.filter(
+						r -> r
+							.getTarget()
+							.equals(
+								"20|ror_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue("ROR", "https://ror.org/03265fv13"))))
+					.count());
+
+		Assertions
+			.assertEquals(
+				2, tmp
+					.filter(
+						r -> r
+							.getTarget()
+							.equals(
+								"20|ror_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue(PidType.doi.toString(), "https://ror.org/03265fv13")))
+							&& r.getSource().startsWith("50|doi"))
+					.count());
+
+		Assertions
+			.assertEquals(
+				2, tmp
+					.filter(
+						r -> r
+							.getTarget()
+							.equals(
+								"20|ror_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue(PidType.doi.toString(), "https://ror.org/03265fv13")))
+							&& r.getSource().startsWith("50|pmid"))
+					.count());
+
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						r -> r
+							.getTarget()
+							.equals(
+								"20|ror_________::" + IdentifierFactory
+									.md5(
+										PidCleaner
+											.normalizePidValue(PidType.doi.toString(), "https://ror.org/03265fv13")))
+							&& r.getSource().startsWith("50|pmc"))
+					.count());
+	}
+
+	@Test
+	void testRelationsCollectedFrom() throws Exception {
+
+		String inputPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl")
+			.getPath();
+
+		CreateActionSetFromWebEntries
+			.main(
+				new String[] {
+					"-isSparkSessionManaged",
+					Boolean.FALSE.toString(),
+					"-sourcePath",
+					inputPath,
+					"-outputPath",
+					workingDir.toString() + "/actionSet1"
+				});
+
+		final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+
+		JavaRDD<Relation> tmp = sc
+			.sequenceFile(workingDir.toString() + "/actionSet1", Text.class, Text.class)
+			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
+			.map(aa -> ((Relation) aa.getPayload()));
+
+		tmp.foreach(r -> {
+			assertEquals("Web Crawl", r.getCollectedfrom().get(0).getValue());
+			assertEquals("10|openaire____::fb98a192f6a055ba495ef414c330834b", r.getCollectedfrom().get(0).getKey());
+		});
+
+	}
+
+}

dhp-workflows/dhp-doiboost/src/test/java/eu/dnetlib/doiboost/orcid/OrcidClientTest.java

@@ -47,7 +47,7 @@ public class OrcidClientTest {
 	private static Path testPath;
 
 	@BeforeAll
-	private static void setUp() throws IOException {
+	public static void setUp() throws IOException {
 		testPath = Files.createTempDirectory(OrcidClientTest.class.getName());
 		System.out.println("using test path: " + testPath);
 	}
@@ -150,8 +150,9 @@ public class OrcidClientTest {
 		System.out.println(valueDt.toString());
 	}
 
-	// @Test
+	@Test
-	private void testModifiedDate() throws ParseException {
+	@Disabled
+	public void testModifiedDate() throws ParseException {
 		testDate(toRetrieveDate);
 		testDate(toNotRetrieveDate);
 		testDate(shortDate);
@@ -224,7 +225,7 @@ public class OrcidClientTest {
 
 	@Test
 	@Disabled
-	private void slowedDownDownloadTest() throws Exception {
+	public void slowedDownDownloadTest() throws Exception {
 		String orcid = "0000-0001-5496-1243";
 		String record = slowedDownDownload(orcid);
 		String filename = "/tmp/downloaded_".concat(orcid).concat(".xml");
@@ -330,6 +331,7 @@ public class OrcidClientTest {
 	}
 
 	@Test
+	@Disabled
 	void testUpdatedRecord() throws Exception {
 		final String base64CompressedRecord = IOUtils
 			.toString(getClass().getResourceAsStream("0000-0001-7281-6306.compressed.base64"));
@@ -338,6 +340,7 @@ public class OrcidClientTest {
 	}
 
 	@Test
+	@Disabled
 	void testUpdatedWork() throws Exception {
 		final String base64CompressedWork = "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";
 		final String work = ArgumentApplicationParser.decompressValue(base64CompressedWork);
@@ -409,6 +412,7 @@ public class OrcidClientTest {
 	}
 
 	@Test
+	@Disabled
 	void testDownloadedAuthor() throws Exception {
 		final String base64CompressedWork = "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";
 		final String work = ArgumentApplicationParser.decompressValue(base64CompressedWork);
@@ -416,6 +420,7 @@ public class OrcidClientTest {
 	}
 
 	@Test
+	@Disabled
 	void testDownloadedWork() throws Exception {
 		final String base64CompressedWork = "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";
 		final String work = ArgumentApplicationParser.decompressValue(base64CompressedWork);

dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/sql/queryProjects.sql

@@ -33,7 +33,7 @@ SELECT
                 dc.officialname                                                                                            AS collectedfromname,
                 p.contracttype || '@@@' || p.contracttypescheme                                                            AS contracttype,
                 p.provenanceactionclass || '@@@' || p.provenanceactionscheme                                             AS provenanceaction,
-                array_remove(array_agg(DISTINCT i.pid || '###' || i.issuertype || '@@@' || i.issuertype), NULL)            AS pid,,
+                array_remove(array_agg(DISTINCT i.pid || '###' || i.issuertype || '@@@' || i.issuertype), NULL)            AS pid,
                 array_agg(DISTINCT s.name || '###' || s.semanticclass || '@@@' || s.semanticscheme)          AS subjects,
                 array_agg(DISTINCT fp.path)                                                                                         AS fundingtree
 

dhp-workflows/dhp-graph-provision/src/main/resources/eu/dnetlib/dhp/oa/provision/oozie_app/workflow.xml

@@ -185,6 +185,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -212,6 +213,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -239,6 +241,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -266,6 +269,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -293,6 +297,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -320,6 +325,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -347,6 +353,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -386,6 +393,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -414,6 +422,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -442,6 +451,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -470,6 +480,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -498,6 +509,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -526,6 +538,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
@@ -554,6 +567,7 @@
                 --executor-cores=${sparkExecutorCoresForJoining}
                 --executor-memory=${sparkExecutorMemoryForJoining}
                 --driver-memory=${sparkDriverMemoryForJoining}
+                --conf spark.executor.memoryOverhead=${sparkExecutorMemoryForJoining}
                 --conf spark.extraListeners=${spark2ExtraListeners}
                 --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
                 --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}

pom.xml

@@ -960,7 +960,7 @@
         <commons.logging.version>1.1.3</commons.logging.version>
         <commons-validator.version>1.7</commons-validator.version>
         <dateparser.version>1.0.7</dateparser.version>
-        <dhp-schemas.version>[6.1.0]</dhp-schemas.version>
+        <dhp-schemas.version>[6.1.1]</dhp-schemas.version>
         <dhp.cdh.version>cdh5.9.2</dhp.cdh.version>
         <dhp.commons.lang.version>3.5</dhp.commons.lang.version>
         <dhp.guava.version>11.0.2</dhp.guava.version>