WIP merged beta into main

.gitignore

@@ -27,3 +27,4 @@ spark-warehouse
 /**/.factorypath
 /**/.scalafmt.conf
 /.java-version
+/dhp-shade-package/dependency-reduced-pom.xml

dhp-build/dhp-build-properties-maven-plugin/src/test/java/eu/dnetlib/maven/plugin/properties/WritePredefinedProjectPropertiesTest.java

@@ -80,7 +80,15 @@ class WritePredefinedProjectPropertiesTest {
 		mojo.outputFile = testFolder;
 
 		// execute
-		Assertions.assertThrows(MojoExecutionException.class, () -> mojo.execute());
+		try {
+			mojo.execute();
+			Assertions.assertTrue(false); // not reached
+		} catch (Exception e) {
+			Assertions
+				.assertTrue(
+					MojoExecutionException.class.isAssignableFrom(e.getClass()) ||
+						IllegalArgumentException.class.isAssignableFrom(e.getClass()));
+		}
 	}
 
 	@Test

dhp-common/src/main/java/eu/dnetlib/dhp/common/PacePerson.java

@@ -38,7 +38,7 @@ public class PacePerson {
 					PacePerson.class
 						.getResourceAsStream(
 							"/eu/dnetlib/dhp/common/name_particles.txt")));
-		} catch (IOException e) {
+		} catch (Exception e) {
 			throw new RuntimeException(e);
 		}
 	}

dhp-common/src/main/java/eu/dnetlib/dhp/common/collection/HttpConnector2.java

@@ -12,9 +12,7 @@ import java.util.concurrent.TimeUnit;
 
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.math.NumberUtils;
-import org.apache.commons.lang3.time.DateUtils;
 import org.apache.http.HttpHeaders;
-import org.joda.time.Instant;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 

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

@@ -468,6 +468,10 @@ public class MergeUtils {
 		merge.setIsInDiamondJournal(booleanOR(merge.getIsInDiamondJournal(), enrich.getIsInDiamondJournal()));
 		merge.setPubliclyFunded(booleanOR(merge.getPubliclyFunded(), enrich.getPubliclyFunded()));
 
+		if (StringUtils.isBlank(merge.getTransformativeAgreement())) {
+			merge.setTransformativeAgreement(enrich.getTransformativeAgreement());
+		}
+
 		return merge;
 	}
 

dhp-common/src/main/resources/eu/dnetlib/scholexplorer/relation/relations.json

@@ -154,5 +154,13 @@
   "unknown":{
     "original":"Unknown",
     "inverse":"Unknown"
+  },
+  "isamongtopnsimilardocuments": {
+    "original": "IsAmongTopNSimilarDocuments",
+    "inverse": "HasAmongTopNSimilarDocuments"
+  },
+  "hasamongtopnsimilardocuments": {
+    "original": "HasAmongTopNSimilarDocuments",
+    "inverse": "IsAmongTopNSimilarDocuments"
   }
 }

dhp-common/src/main/scala/eu/dnetlib/dhp/application/SparkScalaApplication.scala

@@ -65,12 +65,13 @@ abstract class AbstractScalaApplication(
     val conf: SparkConf = new SparkConf()
     val master = parser.get("master")
     log.info(s"Creating Spark session: Master: $master")
-    SparkSession
+    val b = SparkSession
       .builder()
       .config(conf)
       .appName(getClass.getSimpleName)
-      .master(master)
+    if (master != null)
-      .getOrCreate()
+      b.master(master)
+    b.getOrCreate()
   }
 
   def reportTotalSize(targetPath: String, outputBasePath: String): Unit = {

dhp-common/src/main/scala/eu/dnetlib/dhp/sx/graph/scholix/ScholixUtils.scala

@@ -65,7 +65,11 @@ object ScholixUtils extends Serializable {
   }
 
   def generateScholixResourceFromResult(r: Result): ScholixResource = {
+    val sum = ScholixUtils.resultToSummary(r)
+    if (sum != null)
       generateScholixResourceFromSummary(ScholixUtils.resultToSummary(r))
+    else
+      null
   }
 
   val statsAggregator: Aggregator[(String, String, Long), RelatedEntities, RelatedEntities] =
@@ -153,6 +157,14 @@ object ScholixUtils extends Serializable {
 
   }
 
+  def invRel(rel: String): String = {
+    val semanticRelation = relations.getOrElse(rel.toLowerCase, null)
+    if (semanticRelation != null)
+      semanticRelation.inverse
+    else
+      null
+  }
+
   def extractCollectedFrom(summary: ScholixResource): List[ScholixEntityId] = {
     if (summary.getCollectedFrom != null && !summary.getCollectedFrom.isEmpty) {
       val l: List[ScholixEntityId] = summary.getCollectedFrom.asScala.map { d =>
@@ -377,10 +389,7 @@ object ScholixUtils extends Serializable {
     if (persistentIdentifiers.isEmpty)
       return null
     s.setLocalIdentifier(persistentIdentifiers.asJava)
-    if (r.isInstanceOf[Publication])
+//    s.setTypology(r.getResulttype.getClassid)
-      s.setTypology(Typology.publication)
-    else
-      s.setTypology(Typology.dataset)
 
     s.setSubType(r.getInstance().get(0).getInstancetype.getClassname)
 

dhp-common/src/test/java/eu/dnetlib/dhp/schema/oaf/utils/OafMapperUtilsTest.java

@@ -177,7 +177,7 @@ class OafMapperUtilsTest {
 		assertTrue(cfId(d1.getCollectedfrom()).contains(ModelConstants.CROSSREF_ID));
 
 		assertEquals(
-			ModelConstants.DATASET_RESULTTYPE_CLASSID,
+			ModelConstants.PUBLICATION_RESULTTYPE_CLASSID,
 			((Result) MergeUtils
 				.merge(p2, d1))
 					.getResulttype()

dhp-pace-core/pom.xml

@@ -24,7 +24,7 @@
 				<executions>
 					<execution>
 						<id>scala-compile-first</id>
-						<phase>initialize</phase>
+						<phase>process-resources</phase>
 						<goals>
 							<goal>add-source</goal>
 							<goal>compile</goal>
@@ -59,14 +59,6 @@
 			<groupId>edu.cmu</groupId>
 			<artifactId>secondstring</artifactId>
 		</dependency>
-		<dependency>
-			<groupId>com.google.guava</groupId>
-			<artifactId>guava</artifactId>
-		</dependency>
-		<dependency>
-			<groupId>com.google.code.gson</groupId>
-			<artifactId>gson</artifactId>
-		</dependency>
 		<dependency>
 			<groupId>org.apache.commons</groupId>
 			<artifactId>commons-lang3</artifactId>
@@ -91,10 +83,6 @@
 			<groupId>com.fasterxml.jackson.core</groupId>
 			<artifactId>jackson-databind</artifactId>
 		</dependency>
-		<dependency>
-			<groupId>org.apache.commons</groupId>
-			<artifactId>commons-math3</artifactId>
-		</dependency>
 		<dependency>
 			<groupId>com.jayway.jsonpath</groupId>
 			<artifactId>json-path</artifactId>
@@ -113,4 +101,90 @@
 		</dependency>
 	</dependencies>
 
+	<profiles>
+		<profile>
+			<id>spark-24</id>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+			</activation>
+
+			<build>
+				<plugins>
+					<plugin>
+						<groupId>org.codehaus.mojo</groupId>
+						<artifactId>build-helper-maven-plugin</artifactId>
+						<version>3.4.0</version>
+						<executions>
+							<execution>
+								<phase>generate-sources</phase>
+								<goals>
+									<goal>add-source</goal>
+								</goals>
+								<configuration>
+									<sources>
+										<source>src/main/spark-2</source>
+									</sources>
+								</configuration>
+							</execution>
+						</executions>
+					</plugin>
+				</plugins>
+			</build>
+		</profile>
+
+		<profile>
+			<id>spark-34</id>
+
+			<build>
+				<plugins>
+					<plugin>
+						<groupId>org.codehaus.mojo</groupId>
+						<artifactId>build-helper-maven-plugin</artifactId>
+						<version>3.4.0</version>
+						<executions>
+							<execution>
+								<phase>generate-sources</phase>
+								<goals>
+									<goal>add-source</goal>
+								</goals>
+								<configuration>
+									<sources>
+										<source>src/main/spark-2</source>
+									</sources>
+								</configuration>
+							</execution>
+						</executions>
+					</plugin>
+				</plugins>
+			</build>
+		</profile>
+
+		<profile>
+			<id>spark-35</id>
+
+			<build>
+				<plugins>
+					<plugin>
+						<groupId>org.codehaus.mojo</groupId>
+						<artifactId>build-helper-maven-plugin</artifactId>
+						<version>3.4.0</version>
+						<executions>
+							<execution>
+								<phase>generate-sources</phase>
+								<goals>
+									<goal>add-source</goal>
+								</goals>
+								<configuration>
+									<sources>
+										<source>src/main/spark-35</source>
+									</sources>
+								</configuration>
+							</execution>
+						</executions>
+					</plugin>
+				</plugins>
+			</build>
+		</profile>
+	</profiles>
+
 </project>

dhp-pace-core/src/main/java/eu/dnetlib/pace/clustering/LegalnameClustering.java

@@ -2,31 +2,41 @@
 package eu.dnetlib.pace.clustering;
 
 import java.util.*;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
 import java.util.stream.Collectors;
 
 import org.apache.commons.lang3.StringUtils;
 
 import eu.dnetlib.pace.config.Config;
 
-@ClusteringClass("keywordsclustering")
+@ClusteringClass("legalnameclustering")
-public class KeywordsClustering extends AbstractClusteringFunction {
+public class LegalnameClustering extends AbstractClusteringFunction {
 
-	public KeywordsClustering(Map<String, Object> params) {
+	private static final Pattern CITY_CODE_PATTERN = Pattern.compile("city::\\d+");
+	private static final Pattern KEYWORD_CODE_PATTERN = Pattern.compile("key::\\d+");
+
+	public LegalnameClustering(Map<String, Object> params) {
 		super(params);
 	}
 
+	public Set<String> getRegexList(String input, Pattern codeRegex) {
+		Matcher matcher = codeRegex.matcher(input);
+		Set<String> cities = new HashSet<>();
+		while (matcher.find()) {
+			cities.add(matcher.group());
+		}
+		return cities;
+	}
+
 	@Override
 	protected Collection<String> doApply(final Config conf, String s) {
 
-		// takes city codes and keywords codes without duplicates
-		Set<String> keywords = getKeywords(s, conf.translationMap(), paramOrDefault("windowSize", 4));
-		Set<String> cities = getCities(s, paramOrDefault("windowSize", 4));
-
 		// list of combination to return as result
 		final Collection<String> combinations = new LinkedHashSet<String>();
 
-		for (String keyword : keywordsToCodes(keywords, conf.translationMap())) {
+		for (String keyword : getRegexList(s, KEYWORD_CODE_PATTERN)) {
-			for (String city : citiesToCodes(cities)) {
+			for (String city : getRegexList(s, CITY_CODE_PATTERN)) {
 				combinations.add(keyword + "-" + city);
 				if (combinations.size() >= paramOrDefault("max", 2)) {
 					return combinations;
@@ -42,9 +52,6 @@ public class KeywordsClustering extends AbstractClusteringFunction {
 		return fields
 			.stream()
 			.filter(f -> !f.isEmpty())
-			.map(KeywordsClustering::cleanup)
-			.map(KeywordsClustering::normalize)
-			.map(s -> filterAllStopWords(s))
 			.map(s -> doApply(conf, s))
 			.map(c -> filterBlacklisted(c, ngramBlacklist))
 			.flatMap(c -> c.stream())

dhp-pace-core/src/main/java/eu/dnetlib/pace/common/AbstractPaceFunctions.java

@@ -27,6 +27,14 @@ public class AbstractPaceFunctions extends PaceCommonUtils {
 	private static Map<String, String> cityMap = AbstractPaceFunctions
 		.loadMapFromClasspath("/eu/dnetlib/pace/config/city_map.csv");
 
+	// keywords map to be used when translating the keyword names into codes
+	private static Map<String, String> keywordMap = AbstractPaceFunctions
+		.loadMapFromClasspath("/eu/dnetlib/pace/config/translation_map.csv");
+
+	// country map to be used when inferring the country from the city name
+	private static Map<String, String> countryMap = AbstractPaceFunctions
+		.loadCountryMapFromClasspath("/eu/dnetlib/pace/config/country_map.csv");
+
 	// list of stopwords in different languages
 	protected static Set<String> stopwords_gr = loadFromClasspath("/eu/dnetlib/pace/config/stopwords_gr.txt");
 	protected static Set<String> stopwords_en = loadFromClasspath("/eu/dnetlib/pace/config/stopwords_en.txt");
@@ -74,6 +82,64 @@ public class AbstractPaceFunctions extends PaceCommonUtils {
 		return s12;
 	}
 
+	public static String countryInference(final String original, String inferFrom) {
+		if (!original.equalsIgnoreCase("unknown"))
+			return original;
+
+		inferFrom = cleanup(inferFrom);
+		inferFrom = normalize(inferFrom);
+		inferFrom = filterAllStopWords(inferFrom);
+		Set<String> cities = getCities(inferFrom, 4);
+		return citiesToCountry(cities).stream().findFirst().orElse("UNKNOWN");
+	}
+
+	public static String cityInference(String original) {
+		original = cleanup(original);
+		original = normalize(original);
+		original = filterAllStopWords(original);
+
+		Set<String> cities = getCities(original, 4);
+
+		for (String city : cities) {
+			original = original.replaceAll(city, cityMap.get(city));
+		}
+
+		return original;
+	}
+
+	public static String keywordInference(String original) {
+		original = cleanup(original);
+		original = normalize(original);
+		original = filterAllStopWords(original);
+
+		Set<String> keywords = getKeywords(original, keywordMap, 4);
+
+		for (String keyword : keywords) {
+			original = original.replaceAll(keyword, keywordMap.get(keyword));
+		}
+
+		return original;
+	}
+
+	public static String cityKeywordInference(String original) {
+		original = cleanup(original);
+		original = normalize(original);
+		original = filterAllStopWords(original);
+
+		Set<String> keywords = getKeywords(original, keywordMap, 4);
+		Set<String> cities = getCities(original, 4);
+
+		for (String keyword : keywords) {
+			original = original.replaceAll(keyword, keywordMap.get(keyword));
+		}
+
+		for (String city : cities) {
+			original = original.replaceAll(city, cityMap.get(city));
+		}
+
+		return original;
+	}
+
 	protected static String fixXML(final String a) {
 
 		return a
@@ -208,6 +274,30 @@ public class AbstractPaceFunctions extends PaceCommonUtils {
 		return m;
 	}
 
+	public static Map<String, String> loadCountryMapFromClasspath(final String classpath) {
+
+		Transliterator transliterator = Transliterator.getInstance("Any-Eng");
+
+		final Map<String, String> m = new HashMap<>();
+		try {
+			for (final String s : IOUtils
+				.readLines(AbstractPaceFunctions.class.getResourceAsStream(classpath), StandardCharsets.UTF_8)) {
+				// string is like this: country_code;city1;city2;city3
+				String[] line = s.split(";");
+				String value = line[0];
+				for (int i = 1; i < line.length; i++) {
+					String city = fixAliases(transliterator.transliterate(line[i].toLowerCase()));
+					String code = cityMap.get(city);
+					m.put(code, value);
+				}
+			}
+		} catch (final Throwable e) {
+			return new HashMap<>();
+		}
+		return m;
+
+	}
+
 	public static String removeKeywords(String s, Set<String> keywords) {
 
 		s = " " + s + " ";
@@ -237,6 +327,10 @@ public class AbstractPaceFunctions extends PaceCommonUtils {
 		return toCodes(keywords, cityMap);
 	}
 
+	public static Set<String> citiesToCountry(Set<String> cities) {
+		return toCodes(toCodes(cities, cityMap), countryMap);
+	}
+
 	protected static String firstLC(final String s) {
 		return StringUtils.substring(s, 0, 1).toLowerCase();
 	}

dhp-pace-core/src/main/java/eu/dnetlib/pace/model/FieldDef.java

@@ -47,9 +47,21 @@ public class FieldDef implements Serializable {
 
 	private String clean;
 
+	private String infer;
+
+	private String inferenceFrom;
+
 	public FieldDef() {
 	}
 
+	public String getInferenceFrom() {
+		return inferenceFrom;
+	}
+
+	public void setInferenceFrom(final String inferenceFrom) {
+		this.inferenceFrom = inferenceFrom;
+	}
+
 	public String getName() {
 		return name;
 	}
@@ -126,6 +138,14 @@ public class FieldDef implements Serializable {
 		this.clean = clean;
 	}
 
+	public String getInfer() {
+		return infer;
+	}
+
+	public void setInfer(String infer) {
+		this.infer = infer;
+	}
+
 	@Override
 	public String toString() {
 		try {

dhp-pace-core/src/main/java/eu/dnetlib/pace/model/SparkModel.scala

@@ -3,7 +3,7 @@ package eu.dnetlib.pace.model
 import com.jayway.jsonpath.{Configuration, JsonPath}
 import eu.dnetlib.pace.common.AbstractPaceFunctions
 import eu.dnetlib.pace.config.{DedupConfig, Type}
-import eu.dnetlib.pace.util.MapDocumentUtil
+import eu.dnetlib.pace.util.{MapDocumentUtil, SparkCompatUtils}
 import org.apache.commons.lang3.StringUtils
 import org.apache.spark.sql.catalyst.encoders.RowEncoder
 import org.apache.spark.sql.catalyst.expressions.GenericRowWithSchema
@@ -52,7 +52,7 @@ case class SparkModel(conf: DedupConfig) {
   val orderingFieldPosition: Int = schema.fieldIndex(orderingFieldName)
 
   val parseJsonDataset: (Dataset[String] => Dataset[Row]) = df => {
-    df.map(r => rowFromJson(r))(RowEncoder(schema))
+    df.map(r => rowFromJson(r))(SparkCompatUtils.encoderFor(schema))
   }
 
   def rowFromJson(json: String): Row = {
@@ -123,9 +123,19 @@ case class SparkModel(conf: DedupConfig) {
               case _ => res(index)
             }
           }
+
+          if (StringUtils.isNotBlank(fdef.getInfer)) {
+            val inferFrom : String = if (StringUtils.isNotBlank(fdef.getInferenceFrom)) fdef.getInferenceFrom else fdef.getPath
+            res(index) = res(index) match {
+              case x: Seq[String] => x.map(inference(_, MapDocumentUtil.getJPathString(inferFrom, documentContext), fdef.getInfer))
+              case _ => inference(res(index).toString, MapDocumentUtil.getJPathString(inferFrom, documentContext), fdef.getInfer)
+            }
+          }
+
         }
 
         res
+
     }
 
     new GenericRowWithSchema(values, schema)
@@ -146,5 +156,17 @@ case class SparkModel(conf: DedupConfig) {
     res
   }
 
+  def inference(value: String, inferfrom: String, infertype: String) : String = {
+    val res = infertype match {
+      case "country" => AbstractPaceFunctions.countryInference(value, inferfrom)
+      case "city" => AbstractPaceFunctions.cityInference(value)
+      case "keyword" => AbstractPaceFunctions.keywordInference(value)
+      case "city_keyword" => AbstractPaceFunctions.cityKeywordInference(value)
+      case _ => value
+    }
+
+    res
+  }
+
 }
 

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/CityMatch.java

@@ -1,48 +0,0 @@
-
-package eu.dnetlib.pace.tree;
-
-import java.util.Map;
-import java.util.Set;
-
-import eu.dnetlib.pace.config.Config;
-import eu.dnetlib.pace.tree.support.AbstractStringComparator;
-import eu.dnetlib.pace.tree.support.ComparatorClass;
-
-@ComparatorClass("cityMatch")
-public class CityMatch extends AbstractStringComparator {
-
-	private Map<String, String> params;
-
-	public CityMatch(Map<String, String> params) {
-		super(params);
-		this.params = params;
-	}
-
-	@Override
-	public double distance(final String a, final String b, final Config conf) {
-
-		String ca = cleanup(a);
-		String cb = cleanup(b);
-
-		ca = normalize(ca);
-		cb = normalize(cb);
-
-		ca = filterAllStopWords(ca);
-		cb = filterAllStopWords(cb);
-
-		Set<String> cities1 = getCities(ca, Integer.parseInt(params.getOrDefault("windowSize", "4")));
-		Set<String> cities2 = getCities(cb, Integer.parseInt(params.getOrDefault("windowSize", "4")));
-
-		Set<String> codes1 = citiesToCodes(cities1);
-		Set<String> codes2 = citiesToCodes(cities2);
-
-		// if no cities are detected, the comparator gives 1.0
-		if (codes1.isEmpty() && codes2.isEmpty())
-			return 1.0;
-		else {
-			if (codes1.isEmpty() ^ codes2.isEmpty())
-				return -1; // undefined if one of the two has no cities
-			return commonElementsPercentage(codes1, codes2);
-		}
-	}
-}

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/CodeMatch.java

@@ -0,0 +1,51 @@
+
+package eu.dnetlib.pace.tree;
+
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+import eu.dnetlib.pace.config.Config;
+import eu.dnetlib.pace.tree.support.AbstractStringComparator;
+import eu.dnetlib.pace.tree.support.ComparatorClass;
+
+@ComparatorClass("codeMatch")
+public class CodeMatch extends AbstractStringComparator {
+
+	private Map<String, String> params;
+
+	private Pattern CODE_REGEX;
+
+	public CodeMatch(Map<String, String> params) {
+		super(params);
+		this.params = params;
+		this.CODE_REGEX = Pattern.compile(params.getOrDefault("codeRegex", "[a-zA-Z]::\\d+"));
+	}
+
+	public Set<String> getRegexList(String input) {
+		Matcher matcher = this.CODE_REGEX.matcher(input);
+		Set<String> cities = new HashSet<>();
+		while (matcher.find()) {
+			cities.add(matcher.group());
+		}
+		return cities;
+	}
+
+	@Override
+	public double distance(final String a, final String b, final Config conf) {
+
+		Set<String> codes1 = getRegexList(a);
+		Set<String> codes2 = getRegexList(b);
+
+		// if no codes are detected, the comparator gives 1.0
+		if (codes1.isEmpty() && codes2.isEmpty())
+			return 1.0;
+		else {
+			if (codes1.isEmpty() ^ codes2.isEmpty())
+				return -1; // undefined if one of the two has no codes
+			return commonElementsPercentage(codes1, codes2);
+		}
+	}
+}

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/CountryMatch.java

@@ -2,6 +2,7 @@
 package eu.dnetlib.pace.tree;
 
 import java.util.Map;
+import java.util.Set;
 
 import com.wcohen.ss.AbstractStringDistance;
 
@@ -12,8 +13,11 @@ import eu.dnetlib.pace.tree.support.ComparatorClass;
 @ComparatorClass("countryMatch")
 public class CountryMatch extends AbstractStringComparator {
 
+	private Map<String, String> params;
+
 	public CountryMatch(Map<String, String> params) {
 		super(params, new com.wcohen.ss.JaroWinkler());
+		this.params = params;
 	}
 
 	public CountryMatch(final double weight) {
@@ -26,6 +30,7 @@ public class CountryMatch extends AbstractStringComparator {
 
 	@Override
 	public double distance(final String a, final String b, final Config conf) {
+
 		if (a.isEmpty() || b.isEmpty()) {
 			return -1.0; // return -1 if a field is missing
 		}
@@ -45,4 +50,5 @@ public class CountryMatch extends AbstractStringComparator {
 	protected double normalize(final double d) {
 		return d;
 	}
+
 }

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/JaroWinklerLegalname.java

@@ -0,0 +1,59 @@
+
+package eu.dnetlib.pace.tree;
+
+import java.util.Map;
+import java.util.Set;
+
+import com.wcohen.ss.AbstractStringDistance;
+
+import eu.dnetlib.pace.config.Config;
+import eu.dnetlib.pace.tree.support.AbstractStringComparator;
+import eu.dnetlib.pace.tree.support.ComparatorClass;
+
+@ComparatorClass("jaroWinklerLegalname")
+public class JaroWinklerLegalname extends AbstractStringComparator {
+
+	private Map<String, String> params;
+
+	private final String CITY_CODE_REGEX = "city::\\d+";
+	private final String KEYWORD_CODE_REGEX = "key::\\d+";
+
+	public JaroWinklerLegalname(Map<String, String> params) {
+		super(params, new com.wcohen.ss.JaroWinkler());
+		this.params = params;
+	}
+
+	public JaroWinklerLegalname(double weight) {
+		super(weight, new com.wcohen.ss.JaroWinkler());
+	}
+
+	protected JaroWinklerLegalname(double weight, AbstractStringDistance ssalgo) {
+		super(weight, ssalgo);
+	}
+
+	@Override
+	public double distance(String a, String b, final Config conf) {
+
+		String ca = a.replaceAll(CITY_CODE_REGEX, "").replaceAll(KEYWORD_CODE_REGEX, " ");
+		String cb = b.replaceAll(CITY_CODE_REGEX, "").replaceAll(KEYWORD_CODE_REGEX, " ");
+
+		ca = ca.replaceAll("[ ]{2,}", " ");
+		cb = cb.replaceAll("[ ]{2,}", " ");
+
+		if (ca.isEmpty() && cb.isEmpty())
+			return 1.0;
+		else
+			return normalize(ssalgo.score(ca, cb));
+	}
+
+	@Override
+	public double getWeight() {
+		return super.weight;
+	}
+
+	@Override
+	protected double normalize(double d) {
+		return d;
+	}
+
+}

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/JaroWinklerNormalizedName.java

@@ -1,74 +0,0 @@
-
-package eu.dnetlib.pace.tree;
-
-import java.util.Map;
-import java.util.Set;
-
-import com.wcohen.ss.AbstractStringDistance;
-
-import eu.dnetlib.pace.config.Config;
-import eu.dnetlib.pace.tree.support.AbstractStringComparator;
-import eu.dnetlib.pace.tree.support.ComparatorClass;
-
-@ComparatorClass("jaroWinklerNormalizedName")
-public class JaroWinklerNormalizedName extends AbstractStringComparator {
-
-	private Map<String, String> params;
-
-	public JaroWinklerNormalizedName(Map<String, String> params) {
-		super(params, new com.wcohen.ss.JaroWinkler());
-		this.params = params;
-	}
-
-	public JaroWinklerNormalizedName(double weight) {
-		super(weight, new com.wcohen.ss.JaroWinkler());
-	}
-
-	protected JaroWinklerNormalizedName(double weight, AbstractStringDistance ssalgo) {
-		super(weight, ssalgo);
-	}
-
-	@Override
-	public double distance(String a, String b, final Config conf) {
-		String ca = cleanup(a);
-		String cb = cleanup(b);
-
-		ca = normalize(ca);
-		cb = normalize(cb);
-
-		ca = filterAllStopWords(ca);
-		cb = filterAllStopWords(cb);
-
-		Set<String> keywords1 = getKeywords(
-			ca, conf.translationMap(), Integer.parseInt(params.getOrDefault("windowSize", "4")));
-		Set<String> keywords2 = getKeywords(
-			cb, conf.translationMap(), Integer.parseInt(params.getOrDefault("windowSize", "4")));
-
-		Set<String> cities1 = getCities(ca, Integer.parseInt(params.getOrDefault("windowSize", "4")));
-		Set<String> cities2 = getCities(cb, Integer.parseInt(params.getOrDefault("windowSize", "4")));
-
-		ca = removeKeywords(ca, keywords1);
-		ca = removeKeywords(ca, cities1);
-		cb = removeKeywords(cb, keywords2);
-		cb = removeKeywords(cb, cities2);
-
-		ca = ca.replaceAll("[ ]{2,}", " ");
-		cb = cb.replaceAll("[ ]{2,}", " ");
-
-		if (ca.isEmpty() && cb.isEmpty())
-			return 1.0;
-		else
-			return normalize(ssalgo.score(ca, cb));
-	}
-
-	@Override
-	public double getWeight() {
-		return super.weight;
-	}
-
-	@Override
-	protected double normalize(double d) {
-		return d;
-	}
-
-}

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/KeywordMatch.java

@@ -1,50 +0,0 @@
-
-package eu.dnetlib.pace.tree;
-
-import java.util.Map;
-import java.util.Set;
-
-import eu.dnetlib.pace.config.Config;
-import eu.dnetlib.pace.tree.support.AbstractStringComparator;
-import eu.dnetlib.pace.tree.support.ComparatorClass;
-
-@ComparatorClass("keywordMatch")
-public class KeywordMatch extends AbstractStringComparator {
-
-	Map<String, String> params;
-
-	public KeywordMatch(Map<String, String> params) {
-		super(params);
-		this.params = params;
-	}
-
-	@Override
-	public double distance(final String a, final String b, final Config conf) {
-
-		String ca = cleanup(a);
-		String cb = cleanup(b);
-
-		ca = normalize(ca);
-		cb = normalize(cb);
-
-		ca = filterAllStopWords(ca);
-		cb = filterAllStopWords(cb);
-
-		Set<String> keywords1 = getKeywords(
-			ca, conf.translationMap(), Integer.parseInt(params.getOrDefault("windowSize", "4")));
-		Set<String> keywords2 = getKeywords(
-			cb, conf.translationMap(), Integer.parseInt(params.getOrDefault("windowSize", "4")));
-
-		Set<String> codes1 = toCodes(keywords1, conf.translationMap());
-		Set<String> codes2 = toCodes(keywords2, conf.translationMap());
-
-		// if no cities are detected, the comparator gives 1.0
-		if (codes1.isEmpty() && codes2.isEmpty())
-			return 1.0;
-		else {
-			if (codes1.isEmpty() ^ codes2.isEmpty())
-				return -1.0; // undefined if one of the two has no keywords
-			return commonElementsPercentage(codes1, codes2);
-		}
-	}
-}

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/support/TreeNodeDef.java

@@ -48,7 +48,7 @@ public class TreeNodeDef implements Serializable {
 	// function for the evaluation of the node
 	public TreeNodeStats evaluate(Row doc1, Row doc2, Config conf) {
 
-		TreeNodeStats stats = new TreeNodeStats();
+		TreeNodeStats stats = new TreeNodeStats(ignoreUndefined);
 
 		// for each field in the node, it computes the
 		for (FieldConf fieldConf : fields) {

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/support/TreeNodeStats.java

@@ -9,8 +9,11 @@ public class TreeNodeStats implements Serializable {
 
 	private Map<String, FieldStats> results; // this is an accumulator for the results of the node
 
-	public TreeNodeStats() {
+	private final boolean ignoreUndefined;
+
+	public TreeNodeStats(boolean ignoreUndefined) {
 		this.results = new HashMap<>();
+		this.ignoreUndefined = ignoreUndefined;
 	}
 
 	public Map<String, FieldStats> getResults() {
@@ -22,7 +25,10 @@ public class TreeNodeStats implements Serializable {
 	}
 
 	public int fieldsCount() {
+		if (ignoreUndefined)
 			return this.results.size();
+		else
+			return this.results.size() - undefinedCount(); // do not count undefined
 	}
 
 	public int undefinedCount() {
@@ -78,12 +84,23 @@ public class TreeNodeStats implements Serializable {
 		double min = 100.0; // random high value
 		for (FieldStats fs : this.results.values()) {
 			if (fs.getResult() < min) {
-				if (fs.getResult() >= 0.0 || (fs.getResult() == -1 && fs.isCountIfUndefined()))
+				if (fs.getResult() == -1) {
+					if (fs.isCountIfUndefined()) {
+						min = 0.0;
+					} else {
+						min = -1;
+					}
+				} else {
 					min = fs.getResult();
 				}
 			}
+		}
+		if (ignoreUndefined) {
+			return min == -1.0 ? 0.0 : min;
+		} else {
 			return min;
 		}
+	}
 
 	// if at least one is true, return 1.0
 	public double or() {
@@ -91,8 +108,12 @@ public class TreeNodeStats implements Serializable {
 			if (fieldStats.getResult() >= fieldStats.getThreshold())
 				return 1.0;
 		}
+		if (!ignoreUndefined && undefinedCount() > 0) {
+			return -1.0;
+		} else {
 			return 0.0;
 		}
+	}
 
 	// if at least one is false, return 0.0
 	public double and() {
@@ -100,7 +121,7 @@ public class TreeNodeStats implements Serializable {
 
 			if (fieldStats.getResult() == -1) {
 				if (fieldStats.isCountIfUndefined())
-					return 0.0;
+					return ignoreUndefined ? 0.0 : -1.0;
 			} else {
 				if (fieldStats.getResult() < fieldStats.getThreshold())
 					return 0.0;

dhp-pace-core/src/main/java/eu/dnetlib/pace/tree/support/TreeProcessor.java

@@ -44,12 +44,10 @@ public class TreeProcessor {
 			TreeNodeStats stats = currentNode.evaluate(doc1, doc2, config);
 			treeStats.addNodeStats(nextNodeName, stats);
 
-			// if ignoreUndefined=false the miss is considered as undefined
+			double finalScore = stats.getFinalScore(currentNode.getAggregation());
-			if (!currentNode.isIgnoreUndefined() && stats.undefinedCount() > 0) {
+			if (finalScore == -1.0)
 				nextNodeName = currentNode.getUndefined();
-			}
+			else if (finalScore >= currentNode.getThreshold()) {
-			// if ignoreUndefined=true the miss is ignored and the score computed anyway
-			else if (stats.getFinalScore(currentNode.getAggregation()) >= currentNode.getThreshold()) {
 				nextNodeName = currentNode.getPositive();
 			} else {
 				nextNodeName = currentNode.getNegative();

dhp-pace-core/src/main/spark-2/eu/dnetlib/pace/util/SparkCompatUtils.scala

@@ -0,0 +1,12 @@
+package eu.dnetlib.pace.util
+
+import org.apache.spark.sql.Row
+import org.apache.spark.sql.catalyst.encoders.{ExpressionEncoder, RowEncoder}
+import org.apache.spark.sql.types.StructType
+
+object SparkCompatUtils {
+
+  def encoderFor(schema: StructType): ExpressionEncoder[Row] = {
+    RowEncoder(schema)
+  }
+}

dhp-pace-core/src/main/spark-35/eu/dnetlib/pace/util/SparkCompatUtils.scala

@@ -0,0 +1,12 @@
+package eu.dnetlib.pace.util
+
+import org.apache.spark.sql.Row
+import org.apache.spark.sql.catalyst.encoders.ExpressionEncoder
+import org.apache.spark.sql.types.StructType
+
+object SparkCompatUtils {
+
+  def encoderFor(schema: StructType): ExpressionEncoder[Row] = {
+    ExpressionEncoder(schema)
+  }
+}

dhp-pace-core/src/test/java/eu/dnetlib/pace/clustering/ClusteringFunctionTest.java

@@ -8,6 +8,7 @@ import org.junit.jupiter.api.Test;
 
 import com.google.common.collect.Lists;
 import com.google.common.collect.Maps;
+import com.mongodb.connection.Cluster;
 
 import eu.dnetlib.pace.AbstractPaceTest;
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
@@ -177,41 +178,16 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 	}
 
 	@Test
-	public void testKeywordsClustering() {
+	public void legalnameClustering() {
 
-		final ClusteringFunction cf = new KeywordsClustering(params);
+		final ClusteringFunction cf = new LegalnameClustering(params);
-		final String s = "Polytechnic University of Turin";
+		String s = "key::1 key::2 city::1";
 		System.out.println(s);
 		System.out.println(cf.apply(conf, Lists.newArrayList(s)));
 
-		final String s1 = "POLITECNICO DI TORINO";
+		s = "key::1 key::2 city::1 city::2";
-		System.out.println(s1);
+		System.out.println(s);
-		System.out.println(cf.apply(conf, Lists.newArrayList(s1)));
+		System.out.println(cf.apply(conf, Lists.newArrayList(s)));
-
-		final String s2 = "Universita farmaceutica culturale di milano bergamo";
-		System.out.println("s2 = " + s2);
-		System.out.println(cf.apply(conf, Lists.newArrayList(s2)));
-
-		final String s3 = "universita universita milano milano";
-		System.out.println("s3 = " + s3);
-		System.out.println(cf.apply(conf, Lists.newArrayList(s3)));
-
-		final String s4 = "Politechniki Warszawskiej (Warsaw University of Technology)";
-		System.out.println("s4 = " + s4);
-		System.out.println(cf.apply(conf, Lists.newArrayList(s4)));
-
-		final String s5 = "İstanbul Ticarət Universiteti";
-		System.out.println("s5 = " + s5);
-		System.out.println(cf.apply(conf, Lists.newArrayList(s5)));
-
-		final String s6 = "National and Kapodistrian University of Athens";
-		System.out.println("s6 = " + s6);
-		System.out.println(cf.apply(conf, Lists.newArrayList(s6)));
-
-		final String s7 = "Εθνικό και Καποδιστριακό Πανεπιστήμιο Αθηνών";
-		System.out.println("s7 = " + s7);
-		System.out.println(cf.apply(conf, Lists.newArrayList(s7)));
-
 	}
 
 	@Test

dhp-pace-core/src/test/java/eu/dnetlib/pace/common/PaceFunctionTest.java

@@ -54,4 +54,47 @@ public class PaceFunctionTest extends AbstractPaceFunctions {
 		System.out.println("Fixed aliases  : " + fixAliases(TEST_STRING));
 	}
 
+	@Test
+	public void countryInferenceTest() {
+		assertEquals("IT", countryInference("UNKNOWN", "Università di Bologna"));
+		assertEquals("UK", countryInference("UK", "Università di Bologna"));
+		assertEquals("IT", countryInference("UNKNOWN", "Universiteé de Naples"));
+		assertEquals("UNKNOWN", countryInference("UNKNOWN", "Università del Lavoro"));
+	}
+
+	@Test
+	public void cityInferenceTest() {
+		assertEquals("universita city::3181928", cityInference("Università di Bologna"));
+		assertEquals("university city::3170647", cityInference("University of Pisa"));
+		assertEquals("universita", cityInference("Università del lavoro"));
+		assertEquals("universita city::3173331 city::3169522", cityInference("Università di Modena e Reggio Emilia"));
+	}
+
+	@Test
+	public void keywordInferenceTest() {
+		assertEquals("key::41 turin", keywordInference("Polytechnic University of Turin"));
+		assertEquals("key::41 torino", keywordInference("POLITECNICO DI TORINO"));
+		assertEquals(
+			"key::1 key::60 key::81 milano bergamo",
+			keywordInference("Universita farmaceutica culturale di milano bergamo"));
+		assertEquals("key::1 key::1 milano milano", keywordInference("universita universita milano milano"));
+		assertEquals(
+			"key::10 kapodistriako panepistemio athenon",
+			keywordInference("Εθνικό και Καποδιστριακό Πανεπιστήμιο Αθηνών"));
+	}
+
+	@Test
+	public void cityKeywordInferenceTest() {
+		assertEquals("key::41 city::3165524", cityKeywordInference("Polytechnic University of Turin"));
+		assertEquals("key::41 city::3165524", cityKeywordInference("POLITECNICO DI TORINO"));
+		assertEquals(
+			"key::1 key::60 key::81 city::3173435 city::3182164",
+			cityKeywordInference("Universita farmaceutica culturale di milano bergamo"));
+		assertEquals(
+			"key::1 key::1 city::3173435 city::3173435", cityKeywordInference("universita universita milano milano"));
+		assertEquals(
+			"key::10 kapodistriako panepistemio city::264371",
+			cityKeywordInference("Εθνικό και Καποδιστριακό Πανεπιστήμιο Αθηνών"));
+	}
+
 }

dhp-pace-core/src/test/java/eu/dnetlib/pace/comparators/ComparatorTest.java

@@ -35,6 +35,7 @@ public class ComparatorTest extends AbstractPaceTest {
 		params.put("name_th", "0.95");
 		params.put("jpath_value", "$.value");
 		params.put("jpath_classid", "$.qualifier.classid");
+		params.put("codeRegex", "key::\\d+");
 	}
 
 	@Test
@@ -44,52 +45,23 @@ public class ComparatorTest extends AbstractPaceTest {
 	}
 
 	@Test
-	public void cityMatchTest() {
+	public void codeMatchTest() {
-		final CityMatch cityMatch = new CityMatch(params);
+		CodeMatch codeMatch = new CodeMatch(params);
 
-		// both names with no cities
+		// both names with no codes
-		assertEquals(1.0, cityMatch.distance("Università", "Centro di ricerca", conf));
+		assertEquals(1.0, codeMatch.distance("testing1", "testing2", conf));
 
-		// one of the two names with no cities
+		// one of the two names with no codes
-		assertEquals(-1.0, cityMatch.distance("Università di Bologna", "Centro di ricerca", conf));
+		assertEquals(-1.0, codeMatch.distance("testing1 key::1", "testing", conf));
 
-		// both names with cities (same)
+		// both names with codes (same)
-		assertEquals(1.0, cityMatch.distance("Universita di Bologna", "Biblioteca di Bologna", conf));
+		assertEquals(1.0, codeMatch.distance("testing1 key::1", "testing2 key::1", conf));
 
-		// both names with cities (different)
+		// both names with codes (different)
-		assertEquals(0.0, cityMatch.distance("Universita di Bologna", "Universita di Torino", conf));
+		assertEquals(0.0, codeMatch.distance("testing1 key::1", "testing2 key::2", conf));
-		assertEquals(0.0, cityMatch.distance("Franklin College", "Concordia College", conf));
 
-		// particular cases
+		// both names with codes (1 same, 1 different)
-		assertEquals(1.0, cityMatch.distance("Free University of Bozen-Bolzano", "Università di Bolzano", conf));
+		assertEquals(0.5, codeMatch.distance("key::1 key::2 testing1", "key::1 testing", conf));
-		assertEquals(
-			1.0,
-			cityMatch
-				.distance(
-					"Politechniki Warszawskiej (Warsaw University of Technology)", "Warsaw University of Technology",
-					conf));
-
-		// failing becasuse 'Allen' is a transliterrated greek stopword
-		// assertEquals(-1.0, cityMatch.distance("Allen (United States)", "United States Military Academy", conf));
-		assertEquals(-1.0, cityMatch.distance("Washington (United States)", "United States Military Academy", conf));
-	}
-
-	@Test
-	public void keywordMatchTest() {
-		params.put("threshold", "0.5");
-
-		final KeywordMatch keywordMatch = new KeywordMatch(params);
-
-		assertEquals(
-			0.5, keywordMatch.distance("Biblioteca dell'Universita di Bologna", "Università di Bologna", conf));
-		assertEquals(1.0, keywordMatch.distance("Universita degli studi di Pisa", "Universita di Pisa", conf));
-		assertEquals(1.0, keywordMatch.distance("Polytechnic University of Turin", "POLITECNICO DI TORINO", conf));
-		assertEquals(1.0, keywordMatch.distance("Istanbul Commerce University", "İstanbul Ticarət Universiteti", conf));
-		assertEquals(1.0, keywordMatch.distance("Franklin College", "Concordia College", conf));
-		assertEquals(2.0 / 3.0, keywordMatch.distance("University of Georgia", "Georgia State University", conf));
-		assertEquals(0.5, keywordMatch.distance("University College London", "University of London", conf));
-		assertEquals(0.5, keywordMatch.distance("Washington State University", "University of Washington", conf));
-		assertEquals(-1.0, keywordMatch.distance("Allen (United States)", "United States Military Academy", conf));
 
 	}
 
@@ -155,15 +127,15 @@ public class ComparatorTest extends AbstractPaceTest {
 	}
 
 	@Test
-	public void jaroWinklerNormalizedNameTest() {
+	public void jaroWinklerLegalnameTest() {
 
-		final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
+		final JaroWinklerLegalname jaroWinklerLegalname = new JaroWinklerLegalname(params);
 
-		double result = jaroWinklerNormalizedName
+		double result = jaroWinklerLegalname
-			.distance("AT&T (United States)", "United States Military Academy", conf);
+			.distance("AT&T (United States)", "United States key::2 key::1", conf);
 		System.out.println("result = " + result);
 
-		result = jaroWinklerNormalizedName.distance("NOAA - Servicio Meteorol\\u00f3gico Nacional", "NOAA - NWS", conf);
+		result = jaroWinklerLegalname.distance("NOAA - Servicio Meteorol\\u00f3gico Nacional", "NOAA - NWS", conf);
 		System.out.println("result = " + result);
 
 	}
@@ -344,13 +316,13 @@ public class ComparatorTest extends AbstractPaceTest {
 		double result = countryMatch.distance("UNKNOWN", "UNKNOWN", conf);
 		assertEquals(-1.0, result);
 
-		result = countryMatch.distance("CHILE", "UNKNOWN", conf);
+		result = countryMatch.distance("CL", "UNKNOWN", conf);
 		assertEquals(-1.0, result);
 
-		result = countryMatch.distance("CHILE", "ITALY", conf);
+		result = countryMatch.distance("CL", "IT", conf);
 		assertEquals(0.0, result);
 
-		result = countryMatch.distance("CHILE", "CHILE", conf);
+		result = countryMatch.distance("CL", "CL", conf);
 		assertEquals(1.0, result);
 
 	}

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

@@ -11,6 +11,7 @@ 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 {
 

dhp-shade-package/pom.xml

@@ -0,0 +1,169 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>eu.dnetlib.dhp</groupId>
+        <artifactId>dhp</artifactId>
+        <version>1.2.5-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+
+    </parent>
+
+    <artifactId>dhp-shade-package</artifactId>
+    <packaging>jar</packaging>
+
+    <distributionManagement>
+        <site>
+            <id>DHPSite</id>
+            <url>${dhp.site.stage.path}/dhp-common</url>
+        </site>
+    </distributionManagement>
+
+    <description>This module create a jar of all module dependencies</description>
+
+
+    <dependencies>
+
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-actionmanager</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+<!--        <dependency>-->
+<!--            <groupId>eu.dnetlib.dhp</groupId>-->
+<!--            <artifactId>dhp-aggregation</artifactId>-->
+<!--            <version>${project.version}</version>-->
+<!--        </dependency>-->
+<!--        <dependency>-->
+<!--            <groupId>eu.dnetlib.dhp</groupId>-->
+<!--            <artifactId>dhp-blacklist</artifactId>-->
+<!--            <version>${project.version}</version>-->
+<!--        </dependency>-->
+<!--        <dependency>-->
+<!--            <groupId>eu.dnetlib.dhp</groupId>-->
+<!--            <artifactId>dhp-broker-events</artifactId>-->
+<!--            <version>${project.version}</version>-->
+<!--        </dependency>-->
+<!--        <dependency>-->
+<!--            <groupId>eu.dnetlib.dhp</groupId>-->
+<!--            <artifactId>dhp-dedup-openaire</artifactId>-->
+<!--            <version>${project.version}</version>-->
+<!--        </dependency>-->
+<!--        <dependency>-->
+<!--            <groupId>eu.dnetlib.dhp</groupId>-->
+<!--            <artifactId>dhp-enrichment</artifactId>-->
+<!--            <version>${project.version}</version>-->
+<!--        </dependency>-->
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-graph-mapper</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-graph-provision</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-impact-indicators</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-stats-actionsets</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-stats-hist-snaps</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-stats-monitor-irish</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-stats-promote</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-stats-update</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-swh</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-usage-raw-data-update</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>eu.dnetlib.dhp</groupId>
+            <artifactId>dhp-usage-stats-build</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+    </dependencies>
+
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-shade-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                        <configuration>
+                            <transformers>
+                                <transformer
+                                        implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
+                                    <mainClass>eu.dnetlib.dhp.oa.dedup.SparkCreateSimRels</mainClass>
+                                </transformer>
+                                <!-- This is needed if you have dependencies that use Service Loader. Most Google Cloud client libraries do. -->
+                                <transformer
+                                        implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/>
+                                <transformer
+                                        implementation="org.apache.maven.plugins.shade.resource.AppendingTransformer">
+                                    <resource>META-INF/cxf/bus-extensions.txt</resource>
+                                </transformer>
+                            </transformers>
+                            <filters>
+                                <filter>
+                                    <artifact>*:*</artifact>
+                                    <excludes>
+                                        <exclude>META-INF/maven/**</exclude>
+                                        <exclude>META-INF/*.SF</exclude>
+                                        <exclude>META-INF/*.DSA</exclude>
+                                        <exclude>META-INF/*.RSA</exclude>
+                                    </excludes>
+                                </filter>
+                            </filters>
+                            <relocations>
+                                <relocation>
+                                    <pattern>com</pattern>
+                                    <shadedPattern>repackaged.com.google.common</shadedPattern>
+                                    <includes>
+                                        <include>com.google.common.**</include>
+                                    </includes>
+                                </relocation>
+                            </relocations>
+                        </configuration>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>

dhp-workflows/dhp-actionmanager/pom.xml

@@ -51,48 +51,5 @@
             <artifactId>hadoop-distcp</artifactId>
         </dependency>
 
-        <dependency>
-            <groupId>eu.dnetlib</groupId>
-            <artifactId>dnet-actionmanager-api</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>eu.dnetlib</groupId>
-            <artifactId>dnet-actionmanager-common</artifactId>
-            <exclusions>
-                <exclusion>
-                    <groupId>eu.dnetlib</groupId>
-                    <artifactId>dnet-openaireplus-mapping-utils</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>saxonica</groupId>
-                    <artifactId>saxon</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>saxonica</groupId>
-                    <artifactId>saxon-dom</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>jgrapht</groupId>
-                    <artifactId>jgrapht</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>net.sf.ehcache</groupId>
-                    <artifactId>ehcache</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>org.springframework</groupId>
-                    <artifactId>spring-test</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>org.apache.*</groupId>
-                    <artifactId>*</artifactId>
-                </exclusion>
-                <exclusion>
-                    <groupId>apache</groupId>
-                    <artifactId>*</artifactId>
-                </exclusion>
-            </exclusions>
-        </dependency>
-
     </dependencies>
 </project>

dhp-workflows/dhp-actionmanager/src/main/java/eu/dnetlib/dhp/actionmanager/ISClient.java

@@ -4,7 +4,6 @@ package eu.dnetlib.dhp.actionmanager;
 import java.io.Serializable;
 import java.io.StringReader;
 import java.util.List;
-import java.util.NoSuchElementException;
 import java.util.Optional;
 import java.util.Set;
 import java.util.stream.Collectors;
@@ -22,7 +21,6 @@ import com.google.common.base.Splitter;
 import com.google.common.collect.Iterables;
 import com.google.common.collect.Sets;
 
-import eu.dnetlib.actionmanager.rmi.ActionManagerException;
 import eu.dnetlib.dhp.utils.ISLookupClientFactory;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
@@ -65,7 +63,7 @@ public class ISClient implements Serializable {
 						.map(t -> buildDirectory(basePath, t))
 						.collect(Collectors.toList()))
 				.orElseThrow(() -> new IllegalStateException("empty set list"));
-		} catch (ActionManagerException | ISLookUpException e) {
+		} catch (ISLookUpException e) {
 			throw new IllegalStateException("unable to query ActionSets info from the IS");
 		}
 	}
@@ -89,31 +87,18 @@ public class ISClient implements Serializable {
 		return Joiner.on("/").join(basePath, t.getMiddle(), t.getRight());
 	}
 
-	private String getBasePathHDFS(ISLookUpService isLookup) throws ActionManagerException {
+	private String getBasePathHDFS(ISLookUpService isLookup) throws ISLookUpException {
 		return queryServiceProperty(isLookup, "basePath");
 	}
 
 	private String queryServiceProperty(ISLookUpService isLookup, final String propertyName)
-		throws ActionManagerException {
+		throws ISLookUpException {
 		final String q = "for $x in /RESOURCE_PROFILE[.//RESOURCE_TYPE/@value='ActionManagerServiceResourceType'] return $x//SERVICE_PROPERTIES/PROPERTY[./@ key='"
 			+ propertyName
 			+ "']/@value/string()";
 		log.debug("quering for service property: {}", q);
-		try {
+
 		final List<String> value = isLookup.quickSearchProfile(q);
 		return Iterables.getOnlyElement(value);
-		} catch (ISLookUpException e) {
-			String msg = "Error accessing service profile, using query: " + q;
-			log.error(msg, e);
-			throw new ActionManagerException(msg, e);
-		} catch (NoSuchElementException e) {
-			String msg = "missing service property: " + propertyName;
-			log.error(msg, e);
-			throw new ActionManagerException(msg, e);
-		} catch (IllegalArgumentException e) {
-			String msg = "found more than one service property: " + propertyName;
-			log.error(msg, e);
-			throw new ActionManagerException(msg, e);
-		}
 	}
 }

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/bipaffiliations/PrepareAffiliationRelations.java

@@ -10,7 +10,6 @@ import java.util.List;
 import org.apache.commons.io.IOUtils;
 import org.apache.hadoop.io.Text;
 import org.apache.hadoop.io.compress.BZip2Codec;
-import org.apache.hadoop.io.compress.GzipCodec;
 import org.apache.hadoop.mapred.SequenceFileOutputFormat;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.JavaPairRDD;

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/bipfinder/SparkAtomicActionScoreJob.java

@@ -10,6 +10,7 @@ import java.util.stream.Collectors;
 
 import org.apache.commons.io.IOUtils;
 import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.compress.BZip2Codec;
 import org.apache.hadoop.io.compress.GzipCodec;
 import org.apache.hadoop.mapred.SequenceFileOutputFormat;
 import org.apache.spark.SparkConf;
@@ -83,7 +84,7 @@ public class SparkAtomicActionScoreJob implements Serializable {
 				resultsRDD
 					.union(projectsRDD)
 					.saveAsHadoopFile(
-						outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
+						outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, BZip2Codec.class);
 			});
 	}
 

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/createunresolvedentities/PrepareSDGSparkJob.java

@@ -6,26 +6,23 @@ import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 
 import java.io.Serializable;
 import java.util.ArrayList;
+import java.util.Iterator;
 import java.util.List;
+import java.util.Optional;
 
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.api.java.function.MapGroupsFunction;
-import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.*;
-import org.apache.spark.sql.Encoders;
+import org.jetbrains.annotations.NotNull;
-import org.apache.spark.sql.SaveMode;
-import org.apache.spark.sql.SparkSession;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import eu.dnetlib.dhp.actionmanager.createunresolvedentities.model.SDGDataModel;
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
-import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.common.ModelSupport;
 import eu.dnetlib.dhp.schema.oaf.Result;
-import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
 import eu.dnetlib.dhp.schema.oaf.Subject;
-import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
 import eu.dnetlib.dhp.utils.DHPUtils;
 
 public class PrepareSDGSparkJob implements Serializable {
@@ -52,42 +49,91 @@ public class PrepareSDGSparkJob implements Serializable {
 		final String outputPath = parser.get("outputPath");
 		log.info("outputPath: {}", outputPath);
 
+		final Boolean distributeDOI = Optional
+			.ofNullable(parser.get("distributeDoi"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+
+		log.info("distribute doi {}", distributeDOI);
+
 		SparkConf conf = new SparkConf();
 		runWithSparkSession(
 			conf,
 			isSparkSessionManaged,
 			spark -> {
+				if (distributeDOI)
 					doPrepare(
 						spark,
 						sourcePath,
 
 						outputPath);
+				else
+					doPrepareoaid(spark, sourcePath, outputPath);
+
 			});
 	}
 
 	private static void doPrepare(SparkSession spark, String sourcePath, String outputPath) {
-		Dataset<SDGDataModel> sdgDataset = readPath(spark, sourcePath, SDGDataModel.class);
+		Dataset<Row> sdgDataset = spark
+			.read()
+			.format("csv")
+			.option("sep", DEFAULT_DELIMITER)
+			.option("inferSchema", "true")
+			.option("header", "true")
+			.option("quotes", "\"")
+			.load(sourcePath);
 
 		sdgDataset
-			.groupByKey((MapFunction<SDGDataModel, String>) r -> r.getDoi().toLowerCase(), Encoders.STRING())
+			.groupByKey((MapFunction<Row, String>) v -> ((String) v.getAs("doi")).toLowerCase(), Encoders.STRING())
-			.mapGroups((MapGroupsFunction<String, SDGDataModel, Result>) (k, it) -> {
+			.mapGroups(
-				Result r = new Result();
+				(MapGroupsFunction<String, Row, Result>) (k,
-				r.setId(DHPUtils.generateUnresolvedIdentifier(k, DOI));
+					it) -> getResult(
-				SDGDataModel first = it.next();
+						DHPUtils
-				List<Subject> sbjs = new ArrayList<>();
+							.generateUnresolvedIdentifier(
-				sbjs.add(getSubject(first.getSbj(), SDG_CLASS_ID, SDG_CLASS_NAME, UPDATE_SUBJECT_SDG_CLASS_ID));
+								ModelSupport.entityIdPrefix.get(Result.class.getSimpleName().toLowerCase()) + "|" + k,
-				it
+								DOI),
-					.forEachRemaining(
+						it),
-						s -> sbjs
+				Encoders.bean(Result.class))
-							.add(getSubject(s.getSbj(), SDG_CLASS_ID, SDG_CLASS_NAME, UPDATE_SUBJECT_SDG_CLASS_ID)));
-				r.setSubject(sbjs);
-
-				return r;
-			}, Encoders.bean(Result.class))
 			.write()
 			.mode(SaveMode.Overwrite)
 			.option("compression", "gzip")
 			.json(outputPath + "/sdg");
 	}
 
+	private static void doPrepareoaid(SparkSession spark, String sourcePath, String outputPath) {
+		Dataset<Row> sdgDataset = spark
+			.read()
+			.format("csv")
+			.option("sep", DEFAULT_DELIMITER)
+			.option("inferSchema", "true")
+			.option("header", "true")
+			.option("quotes", "\"")
+			.load(sourcePath);
+		;
+
+		sdgDataset
+			.groupByKey((MapFunction<Row, String>) r -> "50|" + ((String) r.getAs("oaid")), Encoders.STRING())
+			.mapGroups(
+				(MapGroupsFunction<String, Row, Result>) PrepareSDGSparkJob::getResult, Encoders.bean(Result.class))
+			.write()
+			.mode(SaveMode.Overwrite)
+			.option("compression", "gzip")
+			.json(outputPath + "/sdg");
+	}
+
+	private static @NotNull Result getResult(String id, Iterator<Row> it) {
+		Result r = new Result();
+		r.setId(id);
+		Row first = it.next();
+		List<Subject> sbjs = new ArrayList<>();
+		sbjs.add(getSubject(first.getAs("sdg"), SDG_CLASS_ID, SDG_CLASS_NAME, UPDATE_SUBJECT_SDG_CLASS_ID));
+		it
+			.forEachRemaining(
+				s -> sbjs
+					.add(getSubject(s.getAs("sdg"), SDG_CLASS_ID, SDG_CLASS_NAME, UPDATE_SUBJECT_SDG_CLASS_ID)));
+		r.setSubject(sbjs);
+
+		return r;
+	}
+
 }

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

@@ -13,9 +13,6 @@ 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.JavaPairRDD;
-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.sql.Encoders;
 import org.apache.spark.sql.SparkSession;
@@ -24,13 +21,9 @@ import org.slf4j.LoggerFactory;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 
-import eu.dnetlib.dhp.actionmanager.opencitations.model.COCI;
 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.Result;
-import eu.dnetlib.dhp.schema.oaf.utils.*;
 import scala.Tuple2;
 
 public class CreateActionSetSparkJob implements Serializable {

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/personentity/CoAuthorshipIterator.java

@@ -0,0 +1,80 @@
+
+package eu.dnetlib.dhp.actionmanager.personentity;
+
+import java.util.Arrays;
+import java.util.Iterator;
+import java.util.List;
+
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.common.ModelSupport;
+import eu.dnetlib.dhp.schema.oaf.Person;
+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.utils.DHPUtils;
+
+public class CoAuthorshipIterator implements Iterator<Relation> {
+	private int firstIndex;
+	private int secondIndex;
+	private boolean firstRelation;
+	private List<String> authors;
+	private static final String PERSON_PREFIX = ModelSupport.getIdPrefix(Person.class) + "|orcid_______::";
+	private static final String OPENAIRE_PREFIX = "openaire____";
+	private static final String SEPARATOR = "::";
+	private static final String ORCID_KEY = "10|" + OPENAIRE_PREFIX + SEPARATOR
+		+ DHPUtils.md5(ModelConstants.ORCID.toLowerCase());
+	public static final String ORCID_AUTHORS_CLASSID = "sysimport:crosswalk:orcid";
+	public static final String ORCID_AUTHORS_CLASSNAME = "Imported from ORCID";
+
+	@Override
+	public boolean hasNext() {
+		return firstIndex < authors.size() - 1;
+	}
+
+	@Override
+	public Relation next() {
+		Relation rel = null;
+		if (firstRelation) {
+			rel = getRelation(authors.get(firstIndex), authors.get(secondIndex));
+			firstRelation = Boolean.FALSE;
+		} else {
+			rel = getRelation(authors.get(secondIndex), authors.get(firstIndex));
+			firstRelation = Boolean.TRUE;
+			secondIndex += 1;
+			if (secondIndex >= authors.size()) {
+				firstIndex += 1;
+				secondIndex = firstIndex + 1;
+			}
+		}
+
+		return rel;
+	}
+
+	public CoAuthorshipIterator(List<String> authors) {
+		this.authors = authors;
+		this.firstIndex = 0;
+		this.secondIndex = 1;
+		this.firstRelation = Boolean.TRUE;
+
+	}
+
+	private Relation getRelation(String orcid1, String orcid2) {
+		String source = PERSON_PREFIX + IdentifierFactory.md5(orcid1);
+		String target = PERSON_PREFIX + IdentifierFactory.md5(orcid2);
+		return OafMapperUtils
+			.getRelation(
+				source, target, ModelConstants.PERSON_PERSON_RELTYPE,
+				ModelConstants.PERSON_PERSON_SUBRELTYPE,
+				ModelConstants.PERSON_PERSON_HASCOAUTHORED,
+				Arrays.asList(OafMapperUtils.keyValue(ORCID_KEY, ModelConstants.ORCID_DS)),
+				OafMapperUtils
+					.dataInfo(
+						false, null, false, false,
+						OafMapperUtils
+							.qualifier(
+								ORCID_AUTHORS_CLASSID, ORCID_AUTHORS_CLASSNAME,
+								ModelConstants.DNET_PROVENANCE_ACTIONS, ModelConstants.DNET_PROVENANCE_ACTIONS),
+						"0.91"),
+				null);
+	}
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/personentity/Coauthors.java

@@ -0,0 +1,20 @@
+
+package eu.dnetlib.dhp.actionmanager.personentity;
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.List;
+
+import eu.dnetlib.dhp.schema.oaf.Relation;
+
+public class Coauthors implements Serializable {
+	private List<String> coauthors;
+
+	public List<String> getCoauthors() {
+		return coauthors;
+	}
+
+	public void setCoauthors(List<String> coauthors) {
+		this.coauthors = coauthors;
+	}
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/personentity/Couples.java

@@ -0,0 +1,40 @@
+
+package eu.dnetlib.dhp.actionmanager.personentity;
+
+import java.io.Serializable;
+
+import eu.dnetlib.dhp.schema.oaf.Person;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import scala.Tuple2;
+
+public class Couples implements Serializable {
+	Person p;
+	Relation r;
+
+	public Couples() {
+
+	}
+
+	public Person getP() {
+		return p;
+	}
+
+	public void setP(Person p) {
+		this.p = p;
+	}
+
+	public Relation getR() {
+		return r;
+	}
+
+	public void setR(Relation r) {
+		this.r = r;
+	}
+
+	public static <Tuples> Couples newInstance(Tuple2<Person, Relation> couple) {
+		Couples c = new Couples();
+		c.p = couple._1();
+		c.r = couple._2();
+		return c;
+	}
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/personentity/ExtractPerson.java

@@ -0,0 +1,437 @@
+
+package eu.dnetlib.dhp.actionmanager.personentity;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+import static org.apache.spark.sql.functions.*;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.*;
+import java.util.stream.Collectors;
+
+import org.apache.commons.cli.ParseException;
+import org.apache.commons.io.IOUtils;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.compress.BZip2Codec;
+import org.apache.hadoop.mapred.SequenceFileOutputFormat;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.*;
+import org.apache.spark.sql.*;
+import org.jetbrains.annotations.NotNull;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.spark_project.jetty.util.StringUtil;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.collection.orcid.model.Author;
+import eu.dnetlib.dhp.collection.orcid.model.Employment;
+import eu.dnetlib.dhp.collection.orcid.model.Work;
+import eu.dnetlib.dhp.common.HdfsSupport;
+import eu.dnetlib.dhp.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.common.ModelSupport;
+import eu.dnetlib.dhp.schema.oaf.KeyValue;
+import eu.dnetlib.dhp.schema.oaf.Person;
+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 eu.dnetlib.dhp.utils.DHPUtils;
+import scala.Tuple2;
+
+public class ExtractPerson implements Serializable {
+	private static final Logger log = LoggerFactory.getLogger(ExtractPerson.class);
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+	private static final String OPENAIRE_PREFIX = "openaire____";
+	private static final String SEPARATOR = "::";
+	private static final String orcidKey = "10|" + OPENAIRE_PREFIX + SEPARATOR
+		+ DHPUtils.md5(ModelConstants.ORCID.toLowerCase());
+
+	private static final String DOI_PREFIX = "50|doi_________::";
+
+	private static final String PMID_PREFIX = "50|pmid________::";
+	private static final String ARXIV_PREFIX = "50|arXiv_______::";
+
+	private static final String PMCID_PREFIX = "50|pmcid_______::";
+	private static final String ROR_PREFIX = "20|ror_________::";
+	private static final String PERSON_PREFIX = ModelSupport.getIdPrefix(Person.class) + "|orcid_______";
+	public static final String ORCID_AUTHORS_CLASSID = "sysimport:crosswalk:orcid";
+	public static final String ORCID_AUTHORS_CLASSNAME = "Imported from ORCID";
+
+	public static void main(final String[] args) throws IOException, ParseException {
+
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					Objects
+						.requireNonNull(
+							ExtractPerson.class
+								.getResourceAsStream(
+									"/eu/dnetlib/dhp/actionmanager/personentity/as_parameters.json"))));
+
+		parser.parseArgument(args);
+
+		Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+		final String inputPath = parser.get("inputPath");
+		log.info("inputPath {}", inputPath);
+
+		final String outputPath = parser.get("outputPath");
+		log.info("outputPath {}", outputPath);
+
+		final String workingDir = parser.get("workingDir");
+		log.info("workingDir {}", workingDir);
+
+		SparkConf conf = new SparkConf();
+		runWithSparkSession(
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+				HdfsSupport.remove(outputPath, spark.sparkContext().hadoopConfiguration());
+				createActionSet(spark, inputPath, outputPath, workingDir);
+			});
+
+	}
+
+	private static void createActionSet(SparkSession spark, String inputPath, String outputPath, String workingDir) {
+
+		Dataset<Author> authors = spark
+			.read()
+			.parquet(inputPath + "Authors")
+			.as(Encoders.bean(Author.class));
+
+		Dataset<Work> works = spark
+			.read()
+			.parquet(inputPath + "Works")
+			.as(Encoders.bean(Work.class))
+			.filter(
+				(FilterFunction<Work>) w -> Optional.ofNullable(w.getPids()).isPresent() &&
+					w
+						.getPids()
+						.stream()
+						.anyMatch(
+							p -> p.getSchema().equalsIgnoreCase("doi") ||
+								p.getSchema().equalsIgnoreCase("pmc") ||
+								p.getSchema().equalsIgnoreCase("pmid") ||
+								p.getSchema().equalsIgnoreCase("arxiv")));
+
+		Dataset<Employment> employmentDataset = spark
+			.read()
+			.parquet(inputPath + "Employments")
+			.as(Encoders.bean(Employment.class));
+
+		Dataset<Author> peopleToMap = authors
+			.joinWith(works, authors.col("orcid").equalTo(works.col("orcid")))
+			.map((MapFunction<Tuple2<Author, Work>, Author>) t2 -> t2._1(), Encoders.bean(Author.class))
+			.groupByKey((MapFunction<Author, String>) a -> a.getOrcid(), Encoders.STRING())
+			.mapGroups((MapGroupsFunction<String, Author, Author>) (k, it) -> it.next(), Encoders.bean(Author.class));
+
+		Dataset<Employment> employment = employmentDataset
+			.joinWith(peopleToMap, employmentDataset.col("orcid").equalTo(peopleToMap.col("orcid")))
+			.map((MapFunction<Tuple2<Employment, Author>, Employment>) t2 -> t2._1(), Encoders.bean(Employment.class));
+
+		Dataset<Person> people;
+		peopleToMap.map((MapFunction<Author, Person>) op -> {
+			Person person = new Person();
+			person.setId(DHPUtils.generateIdentifier(op.getOrcid(), PERSON_PREFIX));
+			person
+				.setBiography(
+					Optional
+						.ofNullable(op.getBiography())
+
+						.orElse(""));
+			KeyValue kv = OafMapperUtils.keyValue(orcidKey, ModelConstants.ORCID_DS);
+			kv.setDataInfo(null);
+			person.setCollectedfrom(Arrays.asList(kv));
+			person
+				.setAlternativeNames(
+					Optional
+						.ofNullable(op.getOtherNames())
+
+						.orElse(new ArrayList<>()));
+			person
+				.setFamilyName(
+					Optional
+						.ofNullable(op.getFamilyName())
+
+						.orElse(""));
+			person
+				.setGivenName(
+					Optional
+						.ofNullable(op.getGivenName())
+
+						.orElse(""));
+			person
+				.setPid(
+					Optional
+						.ofNullable(op.getOtherPids())
+						.map(
+							v -> v
+								.stream()
+								.map(
+									p -> OafMapperUtils
+										.structuredProperty(
+											p.getValue(), p.getSchema(), p.getSchema(), ModelConstants.DNET_PID_TYPES,
+											ModelConstants.DNET_PID_TYPES, null))
+								.collect(Collectors.toList()))
+						.orElse(new ArrayList<>()));
+			person
+				.getPid()
+				.add(
+					OafMapperUtils
+						.structuredProperty(
+							op.getOrcid(), ModelConstants.ORCID, ModelConstants.ORCID_CLASSNAME,
+							ModelConstants.DNET_PID_TYPES, ModelConstants.DNET_PID_TYPES, null));
+			person.setDateofcollection(op.getLastModifiedDate());
+			person.setOriginalId(Arrays.asList(op.getOrcid()));
+			return person;
+		}, Encoders.bean(Person.class))
+			.write()
+			.option("compression", "gzip")
+			.mode(SaveMode.Overwrite)
+			.json(workingDir + "/people");
+
+		works
+			.flatMap(
+				(FlatMapFunction<Work, Relation>) ExtractPerson::getAuthorshipRelationIterator,
+				Encoders.bean(Relation.class))
+			.write()
+			.option("compression", "gzip")
+			.mode(SaveMode.Overwrite)
+			.json(workingDir + "/authorship");
+
+		Dataset<Relation> coauthorship = works
+			.flatMap((FlatMapFunction<Work, Tuple2<String, String>>) w -> {
+				List<Tuple2<String, String>> lista = new ArrayList<>();
+				w.getPids().stream().forEach(p -> {
+					if (p.getSchema().equalsIgnoreCase("doi") || p.getSchema().equalsIgnoreCase("pmc")
+						|| p.getSchema().equalsIgnoreCase("pmid") || p.getSchema().equalsIgnoreCase("arxiv"))
+						lista.add(new Tuple2<>(p.getValue(), w.getOrcid()));
+				});
+				return lista.iterator();
+			}, Encoders.tuple(Encoders.STRING(), Encoders.STRING()))
+			.groupByKey((MapFunction<Tuple2<String, String>, String>) Tuple2::_1, Encoders.STRING())
+			.mapGroups(
+				(MapGroupsFunction<String, Tuple2<String, String>, Coauthors>) (k, it) -> extractCoAuthors(it),
+				Encoders.bean(Coauthors.class))
+			.flatMap(
+				(FlatMapFunction<Coauthors, Relation>) c -> new CoAuthorshipIterator(c.getCoauthors()),
+				Encoders.bean(Relation.class))
+			.groupByKey((MapFunction<Relation, String>) r -> r.getSource() + r.getTarget(), Encoders.STRING())
+			.mapGroups(
+				(MapGroupsFunction<String, Relation, Relation>) (k, it) -> it.next(), Encoders.bean(Relation.class));
+
+		coauthorship
+			.write()
+			.option("compression", "gzip")
+			.mode(SaveMode.Overwrite)
+			.json(workingDir + "/coauthorship");
+
+		employment
+			.filter((FilterFunction<Employment>) e -> Optional.ofNullable(e.getAffiliationId()).isPresent())
+			.filter((FilterFunction<Employment>) e -> e.getAffiliationId().getSchema().equalsIgnoreCase("ror"))
+			.map(
+				(MapFunction<Employment, Relation>) ExtractPerson::getAffiliationRelation,
+				Encoders.bean(Relation.class))
+			.write()
+			.option("compression", "gzip")
+			.mode(SaveMode.Overwrite)
+			.json(workingDir + "/affiliation");
+
+		people = spark
+			.read()
+			.textFile(workingDir + "/people")
+			.map(
+				(MapFunction<String, Person>) value -> OBJECT_MAPPER
+					.readValue(value, Person.class),
+				Encoders.bean(Person.class));
+
+		people.show(false);
+		people
+			.toJavaRDD()
+			.map(p -> new AtomicAction(p.getClass(), p))
+			.union(
+				getRelations(spark, workingDir + "/authorship").toJavaRDD().map(r -> new AtomicAction(r.getClass(), r)))
+			.union(
+				getRelations(spark, workingDir + "/coauthorship")
+					.toJavaRDD()
+					.map(r -> new AtomicAction(r.getClass(), r)))
+			.union(
+				getRelations(spark, workingDir + "/affiliation")
+					.toJavaRDD()
+					.map(r -> new AtomicAction(r.getClass(), r)))
+			.mapToPair(
+				aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
+					new Text(OBJECT_MAPPER.writeValueAsString(aa))))
+			.saveAsHadoopFile(
+				outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, BZip2Codec.class);
+	}
+
+	private static Dataset<Relation> getRelations(SparkSession spark, String path) {
+		return spark
+			.read()
+			.textFile(path)
+			.map(
+				(MapFunction<String, Relation>) value -> OBJECT_MAPPER
+					.readValue(value, Relation.class),
+				Encoders.bean(Relation.class));// spark.read().json(path).as(Encoders.bean(Relation.class));
+	}
+
+	private static Coauthors extractCoAuthors(Iterator<Tuple2<String, String>> it) {
+		Coauthors coauth = new Coauthors();
+		List<String> coauthors = new ArrayList<>();
+		while (it.hasNext())
+			coauthors.add(it.next()._2());
+		coauth.setCoauthors(coauthors);
+
+		return coauth;
+	}
+
+	private static Relation getAffiliationRelation(Employment row) {
+		String source = PERSON_PREFIX + IdentifierFactory.md5(row.getOrcid());
+		String target = ROR_PREFIX
+			+ IdentifierFactory.md5(PidCleaner.normalizePidValue("ROR", row.getAffiliationId().getValue()));
+		List<KeyValue> properties = new ArrayList<>();
+
+		Relation relation = OafMapperUtils
+			.getRelation(
+				source, target, ModelConstants.ORG_PERSON_RELTYPE, ModelConstants.ORG_PERSON_SUBRELTYPE,
+				ModelConstants.ORG_PERSON_PARTICIPATES,
+				Arrays.asList(OafMapperUtils.keyValue(orcidKey, ModelConstants.ORCID_DS)),
+				OafMapperUtils
+					.dataInfo(
+						false, null, false, false,
+						OafMapperUtils
+							.qualifier(
+								ORCID_AUTHORS_CLASSID, ORCID_AUTHORS_CLASSNAME, ModelConstants.DNET_PROVENANCE_ACTIONS,
+								ModelConstants.DNET_PROVENANCE_ACTIONS),
+						"0.91"),
+				null);
+
+		if (Optional.ofNullable(row.getStartDate()).isPresent() && StringUtil.isNotBlank(row.getStartDate())) {
+			KeyValue kv = new KeyValue();
+			kv.setKey("startDate");
+			kv.setValue(row.getStartDate());
+			properties.add(kv);
+		}
+		if (Optional.ofNullable(row.getEndDate()).isPresent() && StringUtil.isNotBlank(row.getEndDate())) {
+			KeyValue kv = new KeyValue();
+			kv.setKey("endDate");
+			kv.setValue(row.getEndDate());
+			properties.add(kv);
+		}
+
+		if (properties.size() > 0)
+			relation.setProperties(properties);
+		return relation;
+
+	}
+
+	private static Collection<? extends Relation> getCoAuthorshipRelations(String orcid1, String orcid2) {
+		String source = PERSON_PREFIX + "::" + IdentifierFactory.md5(orcid1);
+		String target = PERSON_PREFIX + "::" + IdentifierFactory.md5(orcid2);
+
+		return Arrays
+			.asList(
+				OafMapperUtils
+					.getRelation(
+						source, target, ModelConstants.PERSON_PERSON_RELTYPE,
+						ModelConstants.PERSON_PERSON_SUBRELTYPE,
+						ModelConstants.PERSON_PERSON_HASCOAUTHORED,
+						Arrays.asList(OafMapperUtils.keyValue(orcidKey, ModelConstants.ORCID_DS)),
+						OafMapperUtils
+							.dataInfo(
+								false, null, false, false,
+								OafMapperUtils
+									.qualifier(
+										ORCID_AUTHORS_CLASSID, ORCID_AUTHORS_CLASSNAME,
+										ModelConstants.DNET_PROVENANCE_ACTIONS, ModelConstants.DNET_PROVENANCE_ACTIONS),
+								"0.91"),
+						null),
+				OafMapperUtils
+					.getRelation(
+						target, source, ModelConstants.PERSON_PERSON_RELTYPE,
+						ModelConstants.PERSON_PERSON_SUBRELTYPE,
+						ModelConstants.PERSON_PERSON_HASCOAUTHORED,
+						Arrays.asList(OafMapperUtils.keyValue(orcidKey, ModelConstants.ORCID_DS)),
+						OafMapperUtils
+							.dataInfo(
+								false, null, false, false,
+								OafMapperUtils
+									.qualifier(
+										ORCID_AUTHORS_CLASSID, ORCID_AUTHORS_CLASSNAME,
+										ModelConstants.DNET_PROVENANCE_ACTIONS, ModelConstants.DNET_PROVENANCE_ACTIONS),
+								"0.91"),
+						null));
+
+	}
+
+	private static @NotNull Iterator<Relation> getAuthorshipRelationIterator(Work w) {
+
+		if (Optional.ofNullable(w.getPids()).isPresent())
+			return w
+				.getPids()
+				.stream()
+				.map(pid -> getRelation(w.getOrcid(), pid))
+				.filter(Objects::nonNull)
+				.collect(Collectors.toList())
+				.iterator();
+		List<Relation> ret = new ArrayList<>();
+		return ret.iterator();
+	}
+
+	private static Relation getRelation(String orcid, eu.dnetlib.dhp.collection.orcid.model.Pid pid) {
+		String target;
+		String source = PERSON_PREFIX + "::" + IdentifierFactory.md5(orcid);
+		switch (pid.getSchema()) {
+			case "doi":
+				target = DOI_PREFIX
+					+ IdentifierFactory
+						.md5(PidCleaner.normalizePidValue(PidType.doi.toString(), pid.getValue()));
+				break;
+			case "pmid":
+				target = PMID_PREFIX
+					+ IdentifierFactory
+						.md5(PidCleaner.normalizePidValue(PidType.pmid.toString(), pid.getValue()));
+				break;
+			case "arxiv":
+				target = ARXIV_PREFIX
+					+ IdentifierFactory
+						.md5(PidCleaner.normalizePidValue(PidType.arXiv.toString(), pid.getValue()));
+				break;
+			case "pmcid":
+				target = PMCID_PREFIX
+					+ IdentifierFactory
+						.md5(PidCleaner.normalizePidValue(PidType.pmc.toString(), pid.getValue()));
+				break;
+
+			default:
+				return null;
+		}
+
+		return OafMapperUtils
+			.getRelation(
+				source, target, ModelConstants.RESULT_PERSON_RELTYPE,
+				ModelConstants.RESULT_PERSON_SUBRELTYPE,
+				ModelConstants.RESULT_PERSON_HASAUTHORED,
+				Arrays.asList(OafMapperUtils.keyValue(orcidKey, ModelConstants.ORCID_DS)),
+				OafMapperUtils
+					.dataInfo(
+						false, null, false, false,
+						OafMapperUtils
+							.qualifier(
+								ORCID_AUTHORS_CLASSID, ORCID_AUTHORS_CLASSNAME, ModelConstants.DNET_PROVENANCE_ACTIONS,
+								ModelConstants.DNET_PROVENANCE_ACTIONS),
+						"0.91"),
+				null);
+	}
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/personentity/WorkList.java

@@ -0,0 +1,25 @@
+
+package eu.dnetlib.dhp.actionmanager.personentity;
+
+import java.io.Serializable;
+import java.util.ArrayList;
+
+import org.apache.hadoop.yarn.webapp.hamlet.Hamlet;
+
+import eu.dnetlib.dhp.collection.orcid.model.Work;
+
+public class WorkList implements Serializable {
+	private ArrayList<Work> workArrayList;
+
+	public ArrayList<Work> getWorkArrayList() {
+		return workArrayList;
+	}
+
+	public void setWorkArrayList(ArrayList<Work> workArrayList) {
+		this.workArrayList = workArrayList;
+	}
+
+	public WorkList() {
+		workArrayList = new ArrayList<>();
+	}
+}

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

@@ -0,0 +1,91 @@
+
+package eu.dnetlib.dhp.actionmanager.sdgnodoi;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.Objects;
+import java.util.Optional;
+
+import org.apache.commons.cli.ParseException;
+import org.apache.commons.io.IOUtils;
+import org.apache.hadoop.fs.Hdfs;
+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.MapFunction;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SparkSession;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.common.HdfsSupport;
+import eu.dnetlib.dhp.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.oaf.Result;
+import scala.Tuple2;
+
+public class CreateActionSetSparkJob implements Serializable {
+
+	private static final Logger log = LoggerFactory.getLogger(CreateActionSetSparkJob.class);
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	public static void main(final String[] args) throws IOException, ParseException {
+
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					Objects
+						.requireNonNull(
+							CreateActionSetSparkJob.class
+								.getResourceAsStream(
+									"/eu/dnetlib/dhp/actionmanager/fosnodoi/as_parameters.json"))));
+
+		parser.parseArgument(args);
+
+		Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+
+		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
+
+		final String inputPath = parser.get("sourcePath");
+		log.info("inputPath {}", inputPath);
+
+		final String outputPath = parser.get("outputPath");
+		log.info("outputPath {}", outputPath);
+
+		SparkConf conf = new SparkConf();
+		runWithSparkSession(
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+				HdfsSupport.remove(outputPath, spark.sparkContext().hadoopConfiguration());
+				createActionSet(spark, inputPath, outputPath);
+			});
+
+	}
+
+	private static void createActionSet(SparkSession spark, String inputPath, String outputPath) {
+		spark
+			.read()
+			.textFile(inputPath)
+			.map(
+				(MapFunction<String, Result>) value -> OBJECT_MAPPER.readValue(value, Result.class),
+				Encoders.bean(Result.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);
+	}
+
+}

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

@@ -5,11 +5,10 @@ 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.io.compress.BZip2Codec;
 import org.apache.hadoop.mapred.SequenceFileOutputFormat;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.FilterFunction;
@@ -113,7 +112,7 @@ public class CreateActionSetFromWebEntries implements Serializable {
 			.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);
+			.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, BZip2Codec.class);
 
 	}
 
@@ -153,11 +152,40 @@ public class CreateActionSetFromWebEntries implements Serializable {
 			.select("OpenAlexId");
 	}
 
+	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) {
-		if (pidType.equals("DOI")) {
+		switch (pidType) {
+			case "PMID":
+				return pid.substring(33);
+			case "PMC":
+				return "PMC" + pid.substring(43);
+			case "DOI":
 				return pid.substring(16);
 		}
-		throw new IllegalArgumentException("DOI is the only supported PID type");
+
+		throw new RuntimeException();
+
 	}
 
 	private static List<Relation> createAffiliationRelationPairDOI(String doi, String ror) {

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

@@ -0,0 +1,158 @@
+
+package eu.dnetlib.dhp.actionmanager.webcrawl;
+
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+import static org.apache.spark.sql.functions.*;
+
+import java.io.File;
+import java.io.Serializable;
+import java.util.Arrays;
+import java.util.Optional;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.commons.io.IOUtils;
+import org.apache.commons.io.filefilter.DirectoryFileFilter;
+import org.apache.commons.io.filefilter.FileFileFilter;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.compress.BZip2Codec;
+import org.apache.hadoop.io.compress.GzipCodec;
+import org.apache.hadoop.mapred.SequenceFileOutputFormat;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaPairRDD;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.api.java.function.FilterFunction;
+import org.apache.spark.api.java.function.MapFunction;
+import org.apache.spark.sql.*;
+import org.apache.spark.sql.types.*;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.common.HdfsSupport;
+import eu.dnetlib.dhp.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory;
+import scala.Tuple2;
+
+public class RemoveRelationFromActionSet
+	implements Serializable {
+	private static final Logger log = LoggerFactory.getLogger(CreateActionSetFromWebEntries.class);
+
+	private static final ObjectMapper MAPPER = new ObjectMapper();
+	private static final StructType KV_SCHEMA = StructType$.MODULE$
+		.apply(
+			Arrays
+				.asList(
+					StructField$.MODULE$.apply("key", DataTypes.StringType, false, Metadata.empty()),
+					StructField$.MODULE$.apply("value", DataTypes.StringType, false, Metadata.empty())));
+
+	private static final StructType ATOMIC_ACTION_SCHEMA = StructType$.MODULE$
+		.apply(
+			Arrays
+				.asList(
+					StructField$.MODULE$.apply("clazz", DataTypes.StringType, false, Metadata.empty()),
+					StructField$.MODULE$
+						.apply(
+							"payload", DataTypes.StringType, false, Metadata.empty())));
+
+	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);
+
+		// the actionSet path
+		final String inputPath = parser.get("sourcePath");
+		log.info("inputPath: {}", inputPath);
+
+		final String outputPath = parser.get("outputPath");
+		log.info("outputPath: {}", outputPath);
+
+		final String blackListInputPath = parser.get("blackListPath");
+		log.info("blackListInputPath: {}", blackListInputPath);
+
+		SparkConf conf = new SparkConf();
+
+		runWithSparkSession(
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+
+				removeFromActionSet(spark, inputPath, outputPath, blackListInputPath);
+
+			});
+	}
+
+	private static void removeFromActionSet(SparkSession spark, String inputPath, String outputPath,
+		String blackListInputPath) {
+		// read the blacklist
+		Dataset<String> blackList = readBlackList(spark, blackListInputPath)
+			.map(
+				(MapFunction<Row, String>) r -> IdentifierFactory
+					.idFromPid("50", "doi", ((String) r.getAs("doi")).substring(16), true),
+				Encoders.STRING());
+
+		// read the old actionset and get the relations in the payload
+		JavaPairRDD<Text, Text> seq = JavaSparkContext
+			.fromSparkContext(spark.sparkContext())
+			.sequenceFile(inputPath, Text.class, Text.class);
+
+		JavaRDD<Row> rdd = seq
+			.map(x -> RowFactory.create(x._1().toString(), x._2().toString()));
+
+		Dataset<Row> actionSet = spark
+			.createDataFrame(rdd, KV_SCHEMA)
+			.withColumn("atomic_action", from_json(col("value"), ATOMIC_ACTION_SCHEMA))
+			.select(expr("atomic_action.*"));
+
+		Dataset<Relation> relation = actionSet
+			.map(
+				(MapFunction<Row, Relation>) r -> MAPPER.readValue((String) r.getAs("payload"), Relation.class),
+				Encoders.bean(Relation.class));
+
+		// select only the relation not matching any pid in the blacklist as source for the relation
+		Dataset<Relation> relNoSource = relation
+			.joinWith(blackList, relation.col("source").equalTo(blackList.col("value")), "left")
+			.filter((FilterFunction<Tuple2<Relation, String>>) t2 -> t2._2() == null)
+			.map((MapFunction<Tuple2<Relation, String>, Relation>) t2 -> t2._1(), Encoders.bean(Relation.class));
+
+		// select only the relation not matching any pid in the blacklist as target of the relation
+		relNoSource
+			.joinWith(blackList, relNoSource.col("target").equalTo(blackList.col("value")), "left")
+			.filter((FilterFunction<Tuple2<Relation, String>>) t2 -> t2._2() == null)
+			.map((MapFunction<Tuple2<Relation, String>, Relation>) t2 -> t2._1(), 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, BZip2Codec.class);
+		;
+
+	}
+
+	private static Dataset<Row> readBlackList(SparkSession spark, String inputPath) {
+
+		return spark
+			.read()
+			.json(inputPath)
+			.select("doi");
+	}
+
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/CollectorWorker.java

@@ -22,9 +22,11 @@ import eu.dnetlib.dhp.collection.plugin.CollectorPlugin;
 import eu.dnetlib.dhp.collection.plugin.base.BaseCollectorPlugin;
 import eu.dnetlib.dhp.collection.plugin.file.FileCollectorPlugin;
 import eu.dnetlib.dhp.collection.plugin.file.FileGZipCollectorPlugin;
+import eu.dnetlib.dhp.collection.plugin.gtr2.Gtr2PublicationsCollectorPlugin;
 import eu.dnetlib.dhp.collection.plugin.mongodb.MDStoreCollectorPlugin;
 import eu.dnetlib.dhp.collection.plugin.mongodb.MongoDbDumpCollectorPlugin;
 import eu.dnetlib.dhp.collection.plugin.oai.OaiCollectorPlugin;
+import eu.dnetlib.dhp.collection.plugin.osf.OsfPreprintsCollectorPlugin;
 import eu.dnetlib.dhp.collection.plugin.rest.RestCollectorPlugin;
 import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
 import eu.dnetlib.dhp.common.collection.CollectorException;
@@ -58,7 +60,7 @@ public class CollectorWorker extends ReportingJob {
 
 	public void collect() throws UnknownCollectorPluginException, CollectorException, IOException {
 
-		final String outputPath = mdStoreVersion.getHdfsPath() + SEQUENCE_FILE_NAME;
+		final String outputPath = this.mdStoreVersion.getHdfsPath() + SEQUENCE_FILE_NAME;
 		log.info("outputPath path is {}", outputPath);
 
 		final CollectorPlugin plugin = getCollectorPlugin();
@@ -68,36 +70,36 @@ public class CollectorWorker extends ReportingJob {
 
 		try (SequenceFile.Writer writer = SequenceFile
 			.createWriter(
-				fileSystem.getConf(),
+				this.fileSystem.getConf(), SequenceFile.Writer.file(new Path(outputPath)), SequenceFile.Writer
-				SequenceFile.Writer.file(new Path(outputPath)),
+					.keyClass(IntWritable.class),
-				SequenceFile.Writer.keyClass(IntWritable.class),
+				SequenceFile.Writer
-				SequenceFile.Writer.valueClass(Text.class),
+					.valueClass(Text.class),
 				SequenceFile.Writer.compression(SequenceFile.CompressionType.BLOCK, new DeflateCodec()))) {
 			final IntWritable key = new IntWritable(counter.get());
 			final Text value = new Text();
 			plugin
-				.collect(api, report)
+				.collect(this.api, this.report)
-				.forEach(
+				.forEach(content -> {
-					content -> {
 					key.set(counter.getAndIncrement());
 					value.set(content);
 					try {
 						writer.append(key, value);
-						} catch (Throwable e) {
+					} catch (final Throwable e) {
 						throw new RuntimeException(e);
 					}
 				});
-		} catch (Throwable e) {
+		} catch (final Throwable e) {
-			report.put(e.getClass().getName(), e.getMessage());
+			this.report.put(e.getClass().getName(), e.getMessage());
 			throw new CollectorException(e);
 		} finally {
 			shutdown();
-			report.ongoing(counter.longValue(), counter.longValue());
+			this.report.ongoing(counter.longValue(), counter.longValue());
 		}
 	}
 
-	private void scheduleReport(AtomicInteger counter) {
+	private void scheduleReport(final AtomicInteger counter) {
 		schedule(new ReporterCallback() {
+
 			@Override
 			public Long getCurrent() {
 				return counter.longValue();
@@ -112,33 +114,37 @@ public class CollectorWorker extends ReportingJob {
 
 	private CollectorPlugin getCollectorPlugin() throws UnknownCollectorPluginException {
 
-		switch (CollectorPlugin.NAME.valueOf(api.getProtocol())) {
+		switch (CollectorPlugin.NAME.valueOf(this.api.getProtocol())) {
 			case oai:
-				return new OaiCollectorPlugin(clientParams);
+				return new OaiCollectorPlugin(this.clientParams);
 			case rest_json2xml:
-				return new RestCollectorPlugin(clientParams);
+				return new RestCollectorPlugin(this.clientParams);
 			case file:
-				return new FileCollectorPlugin(fileSystem);
+				return new FileCollectorPlugin(this.fileSystem);
 			case fileGzip:
-				return new FileGZipCollectorPlugin(fileSystem);
+				return new FileGZipCollectorPlugin(this.fileSystem);
 			case baseDump:
 				return new BaseCollectorPlugin(this.fileSystem);
+			case gtr2Publications:
+				return new Gtr2PublicationsCollectorPlugin(this.clientParams);
+			case osfPreprints:
+				return new OsfPreprintsCollectorPlugin(this.clientParams);
 			case other:
 				final CollectorPlugin.NAME.OTHER_NAME plugin = Optional
-					.ofNullable(api.getParams().get("other_plugin_type"))
+					.ofNullable(this.api.getParams().get("other_plugin_type"))
 					.map(CollectorPlugin.NAME.OTHER_NAME::valueOf)
 					.orElseThrow(() -> new IllegalArgumentException("invalid other_plugin_type"));
 
 				switch (plugin) {
 					case mdstore_mongodb_dump:
-						return new MongoDbDumpCollectorPlugin(fileSystem);
+						return new MongoDbDumpCollectorPlugin(this.fileSystem);
 					case mdstore_mongodb:
 						return new MDStoreCollectorPlugin();
 					default:
 						throw new UnknownCollectorPluginException("plugin is not managed: " + plugin);
 				}
 			default:
-				throw new UnknownCollectorPluginException("protocol is not managed: " + api.getProtocol());
+				throw new UnknownCollectorPluginException("protocol is not managed: " + this.api.getProtocol());
 		}
 	}
 

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/orcid/model/Author.java

@@ -20,6 +20,9 @@ public class Author extends ORCIDItem {
 
 	private String lastModifiedDate;
 
+	public Author() {
+	}
+
 	public String getBiography() {
 		return biography;
 	}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/orcid/model/ORCIDItem.java

@@ -11,4 +11,7 @@ public class ORCIDItem {
 	public void setOrcid(String orcid) {
 		this.orcid = orcid;
 	}
+
+	public ORCIDItem() {
+	}
 }

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/orcid/model/Work.java

@@ -32,4 +32,6 @@ public class Work extends ORCIDItem {
 		pids.add(pid);
 	}
 
+	public Work() {
+	}
 }

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/CollectorPlugin.java

@@ -11,7 +11,7 @@ public interface CollectorPlugin {
 
 	enum NAME {
 
-		oai, other, rest_json2xml, file, fileGzip, baseDump;
+		oai, other, rest_json2xml, file, fileGzip, baseDump, gtr2Publications, osfPreprints;
 
 		public enum OTHER_NAME {
 			mdstore_mongodb_dump, mdstore_mongodb

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/gtr2/Gtr2PublicationsCollectorPlugin.java

@@ -0,0 +1,43 @@
+
+package eu.dnetlib.dhp.collection.plugin.gtr2;
+
+import java.util.Iterator;
+import java.util.Spliterator;
+import java.util.Spliterators;
+import java.util.stream.Stream;
+import java.util.stream.StreamSupport;
+
+import eu.dnetlib.dhp.collection.ApiDescriptor;
+import eu.dnetlib.dhp.collection.plugin.CollectorPlugin;
+import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+import eu.dnetlib.dhp.common.collection.HttpClientParams;
+
+public class Gtr2PublicationsCollectorPlugin implements CollectorPlugin {
+
+	private final HttpClientParams clientParams;
+
+	public Gtr2PublicationsCollectorPlugin(final HttpClientParams clientParams) {
+		this.clientParams = clientParams;
+	}
+
+	@Override
+	public Stream<String> collect(final ApiDescriptor api, final AggregatorReport report) throws CollectorException {
+
+		final String baseUrl = api.getBaseUrl();
+		final String startPage = api.getParams().get("startPage");
+		final String endPage = api.getParams().get("endPage");
+		final String fromDate = api.getParams().get("fromDate");
+
+		if ((fromDate != null) && !fromDate.matches("\\d{4}-\\d{2}-\\d{2}")) {
+			throw new CollectorException("Invalid date (YYYY-MM-DD): " + fromDate);
+		}
+
+		final Iterator<String> iterator = new Gtr2PublicationsIterator(baseUrl, fromDate, startPage, endPage,
+			this.clientParams);
+		final Spliterator<String> spliterator = Spliterators.spliteratorUnknownSize(iterator, Spliterator.ORDERED);
+
+		return StreamSupport.stream(spliterator, false);
+	}
+
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/gtr2/Gtr2PublicationsIterator.java

@@ -0,0 +1,215 @@
+
+package eu.dnetlib.dhp.collection.plugin.gtr2;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Queue;
+import java.util.function.Function;
+
+import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.math.NumberUtils;
+import org.dom4j.Document;
+import org.dom4j.DocumentException;
+import org.dom4j.DocumentHelper;
+import org.dom4j.Element;
+import org.joda.time.DateTime;
+import org.joda.time.format.DateTimeFormat;
+import org.joda.time.format.DateTimeFormatter;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import eu.dnetlib.dhp.common.collection.CollectorException;
+import eu.dnetlib.dhp.common.collection.HttpClientParams;
+import eu.dnetlib.dhp.common.collection.HttpConnector2;
+
+public class Gtr2PublicationsIterator implements Iterator<String> {
+
+	public static final int PAGE_SIZE = 20;
+
+	private static final Logger log = LoggerFactory.getLogger(Gtr2PublicationsIterator.class);
+
+	private final HttpConnector2 connector;
+	private static final DateTimeFormatter simpleDateTimeFormatter = DateTimeFormat.forPattern("yyyy-MM-dd");
+
+	private static final int MAX_ATTEMPTS = 10;
+
+	private final String baseUrl;
+	private int currPage;
+	private int endPage;
+	private boolean incremental = false;
+	private DateTime fromDate;
+
+	private final Map<String, String> cache = new HashMap<>();
+
+	private final Queue<String> queue = new LinkedList<>();
+
+	private String nextElement;
+
+	public Gtr2PublicationsIterator(final String baseUrl, final String fromDate, final String startPage,
+		final String endPage,
+		final HttpClientParams clientParams)
+		throws CollectorException {
+
+		this.baseUrl = baseUrl;
+		this.currPage = NumberUtils.toInt(startPage, 1);
+		this.endPage = NumberUtils.toInt(endPage, Integer.MAX_VALUE);
+		this.incremental = StringUtils.isNotBlank(fromDate);
+		this.connector = new HttpConnector2(clientParams);
+
+		if (this.incremental) {
+			this.fromDate = parseDate(fromDate);
+		}
+
+		prepareNextElement();
+	}
+
+	@Override
+	public boolean hasNext() {
+		return this.nextElement != null;
+	}
+
+	@Override
+	public String next() {
+		try {
+			return this.nextElement;
+		} finally {
+			prepareNextElement();
+		}
+	}
+
+	@Override
+	public void remove() {
+		throw new UnsupportedOperationException();
+	}
+
+	private void prepareNextElement() {
+		while ((this.currPage <= this.endPage) && this.queue.isEmpty()) {
+			log.debug("FETCHING PAGE + " + this.currPage + "/" + this.endPage);
+			this.queue.addAll(fetchPage(this.currPage++));
+		}
+		this.nextElement = this.queue.poll();
+	}
+
+	private List<String> fetchPage(final int pageNumber) {
+
+		final List<String> res = new ArrayList<>();
+		try {
+			final Document doc = loadURL(cleanURL(this.baseUrl + "/outcomes/publications?p=" + pageNumber), 0);
+
+			if (this.endPage == Integer.MAX_VALUE) {
+				this.endPage = NumberUtils.toInt(doc.valueOf("/*/@*[local-name() = 'totalPages']"));
+			}
+
+			for (final Object po : doc.selectNodes("//*[local-name() = 'publication']")) {
+				final Element mainEntity = (Element) ((Element) po).detach();
+
+				if (filterIncremental(mainEntity)) {
+					res.add(expandMainEntity(mainEntity));
+				} else {
+					log.debug("Skipped entity");
+				}
+
+			}
+		} catch (final Throwable e) {
+			log.error("Exception fetching page " + pageNumber, e);
+			throw new RuntimeException("Exception fetching page " + pageNumber, e);
+		}
+
+		return res;
+	}
+
+	private void addLinkedEntities(final Element master, final String relType, final Element newRoot,
+		final Function<Document, Element> mapper) {
+
+		for (final Object o : master.selectNodes(".//*[local-name()='link']")) {
+			final String rel = ((Element) o).valueOf("@*[local-name()='rel']");
+			final String href = ((Element) o).valueOf("@*[local-name()='href']");
+
+			if (relType.equals(rel) && StringUtils.isNotBlank(href)) {
+				final String cacheKey = relType + "#" + href;
+				if (this.cache.containsKey(cacheKey)) {
+					try {
+						log.debug(" * from cache (" + relType + "): " + href);
+						newRoot.add(DocumentHelper.parseText(this.cache.get(cacheKey)).getRootElement());
+					} catch (final DocumentException e) {
+						log.error("Error retrieving cache element: " + cacheKey, e);
+						throw new RuntimeException("Error retrieving cache element: " + cacheKey, e);
+					}
+				} else {
+					final Document doc = loadURL(cleanURL(href), 0);
+					final Element elem = mapper.apply(doc);
+					newRoot.add(elem);
+					this.cache.put(cacheKey, elem.asXML());
+				}
+
+			}
+		}
+	}
+
+	private boolean filterIncremental(final Element e) {
+		if (!this.incremental || isAfter(e.valueOf("@*[local-name() = 'created']"), this.fromDate)
+			|| isAfter(e.valueOf("@*[local-name() = 'updated']"), this.fromDate)) {
+			return true;
+		}
+		return false;
+	}
+
+	private String expandMainEntity(final Element mainEntity) {
+		final Element newRoot = DocumentHelper.createElement("doc");
+		newRoot.add(mainEntity);
+		addLinkedEntities(mainEntity, "PROJECT", newRoot, this::asProjectElement);
+		return DocumentHelper.createDocument(newRoot).asXML();
+	}
+
+	private Element asProjectElement(final Document doc) {
+		final Element newOrg = DocumentHelper.createElement("project");
+		newOrg.addElement("id").setText(doc.valueOf("/*/@*[local-name()='id']"));
+		newOrg
+			.addElement("code")
+			.setText(doc.valueOf("//*[local-name()='identifier' and @*[local-name()='type'] = 'RCUK']"));
+		newOrg.addElement("title").setText(doc.valueOf("//*[local-name()='title']"));
+		return newOrg;
+	}
+
+	private static String cleanURL(final String url) {
+		String cleaned = url;
+		if (cleaned.contains("gtr.gtr")) {
+			cleaned = cleaned.replace("gtr.gtr", "gtr");
+		}
+		if (cleaned.startsWith("http://")) {
+			cleaned = cleaned.replaceFirst("http://", "https://");
+		}
+		return cleaned;
+	}
+
+	private Document loadURL(final String cleanUrl, final int attempt) {
+		try {
+			log.debug("  * Downloading Url: " + cleanUrl);
+			final byte[] bytes = this.connector.getInputSource(cleanUrl).getBytes("UTF-8");
+			return DocumentHelper.parseText(new String(bytes));
+		} catch (final Throwable e) {
+			log.error("Error dowloading url: " + cleanUrl + ", attempt = " + attempt, e);
+			if (attempt >= MAX_ATTEMPTS) {
+				throw new RuntimeException("Error dowloading url: " + cleanUrl, e);
+			}
+			try {
+				Thread.sleep(60000); // I wait for a minute
+			} catch (final InterruptedException e1) {
+				throw new RuntimeException("Error dowloading url: " + cleanUrl, e);
+			}
+			return loadURL(cleanUrl, attempt + 1);
+		}
+	}
+
+	private DateTime parseDate(final String s) {
+		return DateTime.parse(s.contains("T") ? s.substring(0, s.indexOf("T")) : s, simpleDateTimeFormatter);
+	}
+
+	private boolean isAfter(final String d, final DateTime fromDate) {
+		return StringUtils.isNotBlank(d) && parseDate(d).isAfter(fromDate);
+	}
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/osf/OsfPreprintsCollectorPlugin.java

@@ -0,0 +1,52 @@
+
+package eu.dnetlib.dhp.collection.plugin.osf;
+
+import java.util.Optional;
+import java.util.Spliterator;
+import java.util.Spliterators;
+import java.util.stream.Stream;
+import java.util.stream.StreamSupport;
+
+import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.math.NumberUtils;
+
+import eu.dnetlib.dhp.collection.ApiDescriptor;
+import eu.dnetlib.dhp.collection.plugin.CollectorPlugin;
+import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+import eu.dnetlib.dhp.common.collection.HttpClientParams;
+
+public class OsfPreprintsCollectorPlugin implements CollectorPlugin {
+
+	public static final int PAGE_SIZE_VALUE_DEFAULT = 100;
+
+	private final HttpClientParams clientParams;
+
+	public OsfPreprintsCollectorPlugin(final HttpClientParams clientParams) {
+		this.clientParams = clientParams;
+	}
+
+	@Override
+	public Stream<String> collect(final ApiDescriptor api, final AggregatorReport report) throws CollectorException {
+		final String baseUrl = api.getBaseUrl();
+
+		final int pageSize = Optional
+			.ofNullable(api.getParams().get("pageSize"))
+			.filter(StringUtils::isNotBlank)
+			.map(s -> NumberUtils.toInt(s, PAGE_SIZE_VALUE_DEFAULT))
+			.orElse(PAGE_SIZE_VALUE_DEFAULT);
+
+		if (StringUtils.isBlank(baseUrl)) {
+			throw new CollectorException("Param 'baseUrl' is null or empty");
+		}
+
+		final OsfPreprintsIterator it = new OsfPreprintsIterator(baseUrl, pageSize, getClientParams());
+
+		return StreamSupport
+			.stream(Spliterators.spliteratorUnknownSize(it, Spliterator.ORDERED), false);
+	}
+
+	public HttpClientParams getClientParams() {
+		return this.clientParams;
+	}
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/osf/OsfPreprintsIterator.java

@@ -0,0 +1,151 @@
+
+package eu.dnetlib.dhp.collection.plugin.osf;
+
+import java.util.Iterator;
+import java.util.Queue;
+import java.util.concurrent.PriorityBlockingQueue;
+
+import org.apache.commons.lang3.StringUtils;
+import org.dom4j.Document;
+import org.dom4j.DocumentHelper;
+import org.dom4j.Element;
+import org.dom4j.Node;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import eu.dnetlib.dhp.collection.plugin.utils.JsonUtils;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+import eu.dnetlib.dhp.common.collection.HttpClientParams;
+import eu.dnetlib.dhp.common.collection.HttpConnector2;
+
+public class OsfPreprintsIterator implements Iterator<String> {
+
+	private static final Logger log = LoggerFactory.getLogger(OsfPreprintsIterator.class);
+
+	private static final int MAX_ATTEMPTS = 5;
+
+	private final HttpClientParams clientParams;
+
+	private final String baseUrl;
+	private final int pageSize;
+
+	private String currentUrl;
+
+	private final Queue<String> recordQueue = new PriorityBlockingQueue<>();
+
+	public OsfPreprintsIterator(
+		final String baseUrl,
+		final int pageSize,
+		final HttpClientParams clientParams) {
+
+		this.clientParams = clientParams;
+		this.baseUrl = baseUrl;
+		this.pageSize = pageSize;
+
+		initQueue();
+	}
+
+	private void initQueue() {
+		this.currentUrl = this.baseUrl + "?filter:is_published:d=true&format=json&page[size]=" + this.pageSize;
+
+		log.info("REST calls starting with {}", this.currentUrl);
+	}
+
+	@Override
+	public boolean hasNext() {
+		synchronized (this.recordQueue) {
+			while (this.recordQueue.isEmpty() && StringUtils.isNotBlank(this.currentUrl)
+				&& this.currentUrl.startsWith("http")) {
+				try {
+					this.currentUrl = downloadPage(this.currentUrl);
+				} catch (final CollectorException e) {
+					log.debug("CollectorPlugin.next()-Exception: {}", e);
+					throw new RuntimeException(e);
+				}
+			}
+
+			if (!this.recordQueue.isEmpty()) {
+				return true;
+			}
+
+			return false;
+		}
+	}
+
+	@Override
+	public String next() {
+		synchronized (this.recordQueue) {
+			return this.recordQueue.poll();
+		}
+	}
+
+	private String downloadPage(final String url) throws CollectorException {
+
+		final Document doc = downloadUrl(url, 0);
+
+		for (final Object o : doc.selectNodes("/*/data")) {
+
+			final Element n = (Element) ((Element) o).detach();
+
+			final Element group = DocumentHelper.createElement("group");
+			group.addAttribute("id", n.valueOf("./id"));
+
+			group.addElement("preprint").add(n);
+
+			for (final Object o1 : n.selectNodes(".//contributors//href")) {
+				final String href = ((Node) o1).getText();
+				if (StringUtils.isNotBlank(href) && href.startsWith("http")) {
+					final Document doc1 = downloadUrl(href, 0);
+					group.addElement("contributors").add(doc1.getRootElement().detach());
+				}
+			}
+			for (final Object o1 : n.selectNodes(".//primary_file//href")) {
+				final String href = ((Node) o1).getText();
+				if (StringUtils.isNotBlank(href) && href.startsWith("http")) {
+					final Document doc1 = downloadUrl(href, 0);
+					group.addElement("primary_file").add(doc1.getRootElement().detach());
+				}
+			}
+
+			this.recordQueue.add(DocumentHelper.createDocument(group).asXML());
+		}
+
+		return doc.valueOf("/*/links/next");
+
+	}
+
+	private Document downloadUrl(final String url, final int attempt) throws CollectorException {
+		if (attempt > MAX_ATTEMPTS) {
+			throw new CollectorException("Max Number of attempts reached, url:" + url);
+		}
+
+		if (attempt > 0) {
+			final int delay = (attempt * 5000);
+			log.debug("Attempt {} with delay {}", attempt, delay);
+			try {
+				Thread.sleep(delay);
+			} catch (final InterruptedException e) {
+				new CollectorException(e);
+			}
+		}
+
+		try {
+			log.info("requesting URL [{}]", url);
+
+			final HttpConnector2 connector = new HttpConnector2(this.clientParams);
+
+			final String json = connector.getInputSource(url);
+			final String xml = JsonUtils.convertToXML(json);
+
+			return DocumentHelper.parseText(xml);
+
+		} catch (final Throwable e) {
+			log.warn(e.getMessage(), e);
+			if ((e instanceof CollectorException) && e.getMessage().contains("401")) {
+				final Element root = DocumentHelper.createElement("error_401_authorization_required");
+				return DocumentHelper.createDocument(root);
+			}
+			return downloadUrl(url, attempt + 1);
+		}
+	}
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/researchfi/ResearchFiCollectorPlugin.java

@@ -0,0 +1,76 @@
+
+package eu.dnetlib.dhp.collection.plugin.researchfi;
+
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Spliterator;
+import java.util.Spliterators;
+import java.util.stream.Stream;
+import java.util.stream.StreamSupport;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.http.NameValuePair;
+import org.apache.http.client.entity.UrlEncodedFormEntity;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpPost;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.message.BasicNameValuePair;
+import org.json.JSONObject;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import eu.dnetlib.dhp.collection.ApiDescriptor;
+import eu.dnetlib.dhp.collection.plugin.CollectorPlugin;
+import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+
+public class ResearchFiCollectorPlugin implements CollectorPlugin {
+
+	private static final Logger log = LoggerFactory.getLogger(ResearchFiCollectorPlugin.class);
+
+	@Override
+	public Stream<String> collect(final ApiDescriptor api, final AggregatorReport report)
+		throws CollectorException {
+
+		final String authUrl = api.getParams().get("auth_url");
+		final String clientId = api.getParams().get("auth_client_id");
+		final String clientSecret = api.getParams().get("auth_client_secret");
+
+		final String authToken = authenticate(authUrl, clientId, clientSecret);
+
+		final Iterator<String> iter = new ResearchFiIterator(api.getBaseUrl(), authToken);
+
+		return StreamSupport.stream(Spliterators.spliteratorUnknownSize(iter, Spliterator.ORDERED), false);
+	}
+
+	private String authenticate(final String authUrl, final String clientId, final String clientSecret)
+		throws CollectorException {
+		try (final CloseableHttpClient client = HttpClients.createDefault()) {
+			final HttpPost req = new HttpPost(authUrl);
+			final List<NameValuePair> params = new ArrayList<>();
+			params.add(new BasicNameValuePair("grant_type", "client_credentials"));
+			params.add(new BasicNameValuePair("client_id", clientId));
+			params.add(new BasicNameValuePair("client_secret", clientSecret));
+
+			req.setEntity(new UrlEncodedFormEntity(params, "UTF-8"));
+
+			try (final CloseableHttpResponse response = client.execute(req)) {
+				final String content = IOUtils.toString(response.getEntity().getContent());
+				final JSONObject obj = new JSONObject(content);
+				final String token = obj.getString("access_token");
+				if (StringUtils.isNotBlank(token)) {
+					return token;
+				}
+			}
+		} catch (final Throwable e) {
+			log.warn("Error obtaining access token", e);
+			throw new CollectorException("Error obtaining access token", e);
+		}
+		throw new CollectorException("Access token is missing");
+
+	}
+
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/researchfi/ResearchFiIterator.java

@@ -0,0 +1,117 @@
+
+package eu.dnetlib.dhp.collection.plugin.researchfi;
+
+import java.util.Iterator;
+import java.util.Queue;
+import java.util.concurrent.PriorityBlockingQueue;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.commons.lang3.math.NumberUtils;
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.http.Header;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpGet;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.HttpClients;
+import org.json.JSONArray;
+
+import eu.dnetlib.dhp.collection.plugin.utils.JsonUtils;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+
+public class ResearchFiIterator implements Iterator<String> {
+
+	private static final Log log = LogFactory.getLog(ResearchFiIterator.class);
+
+	private static final int PAGE_SIZE = 100;
+
+	private final String baseUrl;
+	private final String authToken;
+	private int currPage;
+	private int nPages;
+
+	private final Queue<String> queue = new PriorityBlockingQueue<>();
+
+	public ResearchFiIterator(final String baseUrl, final String authToken) {
+		this.baseUrl = baseUrl;
+		this.authToken = authToken;
+		this.currPage = 0;
+		this.nPages = 0;
+	}
+
+	private void verifyStarted() {
+		if (this.currPage == 0) {
+			try {
+				nextCall();
+			} catch (final CollectorException e) {
+				throw new IllegalStateException(e);
+			}
+		}
+	}
+
+	@Override
+	public boolean hasNext() {
+		synchronized (this.queue) {
+			verifyStarted();
+			return !this.queue.isEmpty();
+		}
+	}
+
+	@Override
+	public String next() {
+		synchronized (this.queue) {
+			verifyStarted();
+			final String res = this.queue.poll();
+			while (this.queue.isEmpty() && (this.currPage < this.nPages)) {
+				try {
+					nextCall();
+				} catch (final CollectorException e) {
+					throw new IllegalStateException(e);
+				}
+			}
+			return res;
+		}
+	}
+
+	private void nextCall() throws CollectorException {
+
+		this.currPage += 1;
+
+		final String url;
+		if (!this.baseUrl.contains("?")) {
+			url = String.format("%s?PageNumber=%d&PageSize=%d", this.baseUrl, this.currPage, PAGE_SIZE);
+		} else if (!this.baseUrl.contains("PageSize=")) {
+			url = String.format("%s&PageNumber=%d&PageSize=%d", this.baseUrl, this.currPage, PAGE_SIZE);
+		} else {
+			url = String.format("%s&PageNumber=%d", this.baseUrl, this.currPage);
+		}
+		log.info("Calling url: " + url);
+
+		try (final CloseableHttpClient client = HttpClients.createDefault()) {
+
+			final HttpGet req = new HttpGet(url);
+			req.addHeader("Authorization", "Bearer " + this.authToken);
+			try (final CloseableHttpResponse response = client.execute(req)) {
+				for (final Header header : response.getAllHeaders()) {
+					log.debug("HEADER: " + header.getName() + " = " + header.getValue());
+					if ("x-page-count".equals(header.getName())) {
+						final int totalPages = NumberUtils.toInt(header.getValue());
+						if (this.nPages != totalPages) {
+							this.nPages = NumberUtils.toInt(header.getValue());
+							log.info("Total pages: " + totalPages);
+						}
+					}
+				}
+
+				final String content = IOUtils.toString(response.getEntity().getContent());
+				final JSONArray jsonArray = new JSONArray(content);
+
+				jsonArray.forEach(obj -> this.queue.add(JsonUtils.convertToXML(obj.toString())));
+			}
+		} catch (final Throwable e) {
+			log.warn("Error calling url: " + url, e);
+			throw new CollectorException("Error calling url: " + url, e);
+		}
+	}
+
+}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/collection/plugin/utils/XMLIterator.java

@@ -8,7 +8,10 @@ import java.io.StringWriter;
 import java.nio.charset.Charset;
 import java.nio.charset.CharsetDecoder;
 import java.nio.charset.CodingErrorAction;
+import java.util.Arrays;
 import java.util.Iterator;
+import java.util.List;
+import java.util.stream.Collectors;
 
 import javax.xml.stream.XMLEventFactory;
 import javax.xml.stream.XMLEventReader;
@@ -19,6 +22,7 @@ import javax.xml.stream.XMLStreamException;
 import javax.xml.stream.events.StartElement;
 import javax.xml.stream.events.XMLEvent;
 
+import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 
@@ -58,13 +62,23 @@ public class XMLIterator implements Iterator<String> {
 
 	private String element;
 
+	private List<String> elements;
+
 	private InputStream inputStream;
 
 	public XMLIterator(final String element, final InputStream inputStream) {
 		super();
 		this.element = element;
+		if (element.contains(",")) {
+			elements = Arrays
+				.stream(element.split(","))
+				.filter(StringUtils::isNoneBlank)
+				.map(String::toLowerCase)
+				.collect(Collectors.toList());
+		}
 		this.inputStream = inputStream;
 		this.parser = getParser();
+
 		try {
 			this.current = findElement(parser);
 		} catch (XMLStreamException e) {
@@ -113,7 +127,7 @@ public class XMLIterator implements Iterator<String> {
 				final XMLEvent event = parser.nextEvent();
 
 				// TODO: replace with depth tracking instead of close tag tracking.
-				if (event.isEndElement() && event.asEndElement().getName().getLocalPart().equals(element)) {
+				if (event.isEndElement() && isCheckTag(event.asEndElement().getName().getLocalPart())) {
 					writer.add(event);
 					break;
 				}
@@ -142,31 +156,48 @@ public class XMLIterator implements Iterator<String> {
 		XMLEvent peek = parser.peek();
 		if (peek != null && peek.isStartElement()) {
 			String name = peek.asStartElement().getName().getLocalPart();
-			if (element.equals(name)) {
+			if (isCheckTag(name))
 				return peek;
 		}
-		}
 
 		while (parser.hasNext()) {
-			final XMLEvent event = parser.nextEvent();
+			XMLEvent event = parser.nextEvent();
 			if (event != null && event.isStartElement()) {
 				String name = event.asStartElement().getName().getLocalPart();
-				if (element.equals(name)) {
+				if (isCheckTag(name))
 					return event;
 			}
 		}
-		}
 		return null;
 	}
 
 	private XMLEventReader getParser() {
 		try {
-			return inputFactory.get().createXMLEventReader(sanitize(inputStream));
+			XMLInputFactory xif = inputFactory.get();
+			xif.setProperty(XMLInputFactory.SUPPORT_DTD, false);
+			return xif.createXMLEventReader(sanitize(inputStream));
 		} catch (XMLStreamException e) {
 			throw new RuntimeException(e);
 		}
 	}
 
+	private boolean isCheckTag(final String tagName) {
+		if (elements != null) {
+			final String found = elements
+				.stream()
+				.filter(e -> e.equalsIgnoreCase(tagName))
+				.findFirst()
+				.orElse(null);
+			if (found != null)
+				return true;
+		} else {
+			if (element.equalsIgnoreCase(tagName)) {
+				return true;
+			}
+		}
+		return false;
+	}
+
 	private Reader sanitize(final InputStream in) {
 		final CharsetDecoder charsetDecoder = Charset.forName(UTF_8).newDecoder();
 		charsetDecoder.onMalformedInput(CodingErrorAction.REPLACE);

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/bipaffiliations/input_actionset_parameter.json

@@ -28,7 +28,13 @@
     "paramLongName": "dataciteInputPath",
     "paramDescription": "the path to get the input data from Datacite",
     "paramRequired": true
-  },
+  },{
+  "paramName": "wip",
+  "paramLongName": "webCrawlInputPath",
+  "paramDescription": "the path to get the input data from Web Crawl",
+  "paramRequired": true
+}
+,
   {
     "paramName": "wip",
     "paramLongName": "webCrawlInputPath",

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/opencitations/remap_parameters.json

@@ -16,7 +16,8 @@
     "paramLongName": "isSparkSessionManged",
     "paramDescription": "the hdfs name node",
     "paramRequired": false
-  },{
+  },
+  {
     "paramName": "nn",
     "paramLongName": "nameNode",
     "paramDescription": "the hdfs name node",

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

@@ -0,0 +1,25 @@
+[
+  {
+    "paramName": "ip",
+    "paramLongName": "inputPath",
+    "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
+  }, {
+  "paramName": "wd",
+  "paramLongName": "workingDir",
+  "paramDescription": "the hdfs name node",
+  "paramRequired": false
+}
+]

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

@@ -0,0 +1,2 @@
+inputPath=/data/orcid_2023/tables/
+outputPath=/user/miriam.baglioni/peopleAS

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/personentity/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>

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

@@ -0,0 +1,111 @@
+<workflow-app name="PersonEntity" xmlns="uri:oozie:workflow:0.5">
+    <parameters>
+
+        <property>
+            <name>inputPath</name>
+            <description>inputPath</description>
+        </property>
+        <property>
+            <name>outputPath</name>
+            <description>the path where to store the actionset</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>${oozieActionShareLibForSpark2}</value>
+            </property>
+
+        </configuration>
+    </global>
+    <start to="deleteoutputpath"/>
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+    <action name="deleteoutputpath">
+        <fs>
+            <delete path="${outputPath}"/>
+            <mkdir path="${outputPath}"/>
+            <delete path="${workingDir}"/>
+            <mkdir path="${workingDir}"/>
+        </fs>
+        <ok to="atomicactions"/>
+        <error to="Kill"/>
+    </action>
+
+
+    <action name="atomicactions">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Produces the ActionSet for Person entity and relevant relations</name>
+            <class>eu.dnetlib.dhp.actionmanager.personentity.ExtractPerson</class>
+            <jar>dhp-aggregation-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-cores=4
+                --executor-memory=4G
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.executor.memoryOverhead=5G
+                --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}
+                --conf spark.sql.shuffle.partitions=15000
+            </spark-opts>
+            <arg>--inputPath</arg><arg>${inputPath}</arg>
+            <arg>--outputPath</arg><arg>${outputPath}</arg>
+            <arg>--workingDir</arg><arg>${workingDir}</arg>
+        </spark>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
+
+    <end name="End"/>
+</workflow-app>

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/sdgnodoi/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/sdgnodoi/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>

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

@@ -0,0 +1,125 @@
+
+<workflow-app name="SDG no doi" xmlns="uri:oozie:workflow:0.5">
+    <parameters>
+        <property>
+            <name>sdgPath</name>
+            <description>the input path of the resources to be extended</description>
+        </property>
+        <property>
+            <name>outputPath</name>
+            <description>the path where to store the actionset</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>${oozieActionShareLibForSpark2}</value>
+            </property>
+
+        </configuration>
+    </global>
+    <start to="prepareSDG"/>
+
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+
+    <action name="prepareSDG">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Produces the results from FOS</name>
+            <class>eu.dnetlib.dhp.actionmanager.createunresolvedentities.PrepareSDGSparkJob</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>${sdgPath}</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/prepared</arg>
+            <arg>--distributeDoi</arg><arg>false</arg>
+        </spark>
+        <ok to="produceActionSet"/>
+        <error to="Kill"/>
+    </action>
+
+
+
+    <action name="produceActionSet">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Save the action set grouping results with the same id</name>
+            <class>eu.dnetlib.dhp.actionmanager.sdgnodoi.CreateActionSetSparkJob</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>${workingDir}/prepared/sdg</arg>
+            <arg>--outputPath</arg><arg>${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/actionmanager/webcrawl/job.properties

@@ -1,3 +1,11 @@
-sourcePath=/user/miriam.baglioni/openalex-snapshot/data/works/
+#PROPERTIES TO CREATE THE ACTION SET
-outputPath=/tmp/miriam/webcrawlComplete/
+#sourcePath=/user/miriam.baglioni/openalex-snapshot/data/works/
-blackListPath=/user/miriam.baglioni/openalex-blackList
+#outputPath=/tmp/miriam/webcrawlComplete/
+#blackListPath=/user/miriam.baglioni/openalex-blackList
+#resumeFrom=create
+
+#PROPERTIES TO REMOVE FROM THE ACTION SET
+sourcePath=/var/lib/dnet/actionManager_PROD/webcrawl/rawset_28247629-468b-478e-9a42-bc540877125d_1718121542061/
+outputPath=/tmp/miriam/webcrawlRemoved/
+blackListPath=/user/miriam.baglioni/oalexBlackListNormalized
+resumeFrom=remove

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

@@ -20,12 +20,19 @@
         </configuration>
     </global>
 
-    <start to="create_actionset"/>
+    <start to="resumeFrom"/>
 
     <kill name="Kill">
         <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
     </kill>
 
+    <decision name="resumeFrom">
+        <switch>
+            <case to="create_actionset">${wf:conf('resumeFrom') eq 'create'}</case>
+            <default to="remove_from_actionset"/>
+        </switch>
+    </decision>
+
     <action name="create_actionset">
         <spark xmlns="uri:oozie:spark-action:0.2">
             <master>yarn</master>
@@ -50,5 +57,30 @@
         <ok to="End"/>
         <error to="Kill"/>
     </action>
+
+    <action name="remove_from_actionset">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Removes some relations found to be wrong from the AS</name>
+            <class>eu.dnetlib.dhp.actionmanager.webcrawl.RemoveRelationFromActionSet</class>
+            <jar>dhp-aggregation-${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>${outputPath}</arg>
+            <arg>--blackListPath</arg><arg>${blackListPath}</arg>
+        </spark>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
     <end name="End"/>
 </workflow-app>

dhp-workflows/dhp-aggregation/src/main/scala/eu/dnetlib/dhp/collection/crossref/Crossref2Oaf.scala

@@ -518,7 +518,9 @@ case object Crossref2Oaf {
     }
 
     if (doi.startsWith("10.3410") || doi.startsWith("10.12703"))
-      instance.setHostedby(OafMapperUtils.keyValue(OafMapperUtils.createOpenaireId(10, "openaire____::H1Connect", true),"H1Connect"))
+      instance.setHostedby(
+        OafMapperUtils.keyValue(OafMapperUtils.createOpenaireId(10, "openaire____::H1Connect", true), "H1Connect")
+      )
 
     instance.setAccessright(
       decideAccessRight(instance.getLicense, result.getDateofacceptance.getValue)
@@ -904,7 +906,11 @@ case object Crossref2Oaf {
               val targetId = getProjectId("cihr________", "1e5e62235d094afd01cd56e65112fc63")
               queue += generateRelation(sourceId, targetId, ModelConstants.IS_PRODUCED_BY)
               queue += generateRelation(targetId, sourceId, ModelConstants.PRODUCES)
-
+//              Added mapping for DFG
+            case "10.13039/501100001659" =>
+              val targetId = getProjectId("dfgf________", "1e5e62235d094afd01cd56e65112fc63")
+              queue += generateRelation(sourceId, targetId, ModelConstants.IS_PRODUCED_BY)
+              queue += generateRelation(targetId, sourceId, ModelConstants.PRODUCES)
             case "10.13039/100020031" =>
               val targetId = getProjectId("tara________", "1e5e62235d094afd01cd56e65112fc63")
               queue += generateRelation(sourceId, targetId, ModelConstants.IS_PRODUCED_BY)
@@ -1041,6 +1047,7 @@ case object Crossref2Oaf {
             tp._1 match {
               case "electronic" => journal.setIssnOnline(tp._2)
               case "print"      => journal.setIssnPrinted(tp._2)
+              case _            =>
             }
           })
         }

dhp-workflows/dhp-aggregation/src/main/scala/eu/dnetlib/dhp/sx/bio/ebi/SparkCreateBaselineDataFrame.scala

@@ -2,12 +2,9 @@ package eu.dnetlib.dhp.sx.bio.ebi
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser
 import eu.dnetlib.dhp.collection.CollectionUtils
-import eu.dnetlib.dhp.common.Constants.{MDSTORE_DATA_PATH, MDSTORE_SIZE_PATH}
 import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup
-import eu.dnetlib.dhp.schema.mdstore.MDStoreVersion
+import eu.dnetlib.dhp.schema.oaf.Oaf
-import eu.dnetlib.dhp.schema.oaf.{Oaf, Result}
 import eu.dnetlib.dhp.sx.bio.pubmed._
-import eu.dnetlib.dhp.utils.DHPUtils.{MAPPER, writeHdfsFile}
 import eu.dnetlib.dhp.utils.ISLookupClientFactory
 import org.apache.commons.io.IOUtils
 import org.apache.hadoop.conf.Configuration
@@ -17,13 +14,13 @@ import org.apache.http.client.methods.HttpGet
 import org.apache.http.impl.client.HttpClientBuilder
 import org.apache.spark.SparkConf
 import org.apache.spark.rdd.RDD
-import org.apache.spark.sql.expressions.Aggregator
 import org.apache.spark.sql._
+import org.apache.spark.sql.expressions.Aggregator
 import org.slf4j.{Logger, LoggerFactory}
 
-import java.io.InputStream
+import java.io.{ByteArrayInputStream, InputStream}
-import scala.io.Source
+import java.nio.charset.Charset
-import scala.xml.pull.XMLEventReader
+import javax.xml.stream.XMLInputFactory
 
 object SparkCreateBaselineDataFrame {
 
@@ -86,7 +83,7 @@ object SparkCreateBaselineDataFrame {
           if (response.getStatusLine.getStatusCode > 400) {
             tries -= 1
           } else
-            return IOUtils.toString(response.getEntity.getContent)
+            return IOUtils.toString(response.getEntity.getContent, Charset.defaultCharset())
         } catch {
           case e: Throwable =>
             println(s"Error on requesting ${r.getURI}")
@@ -158,7 +155,8 @@ object SparkCreateBaselineDataFrame {
       IOUtils.toString(
         SparkEBILinksToOaf.getClass.getResourceAsStream(
           "/eu/dnetlib/dhp/sx/bio/ebi/baseline_to_oaf_params.json"
-        )
+        ),
+        Charset.defaultCharset()
       )
     )
     parser.parseArgument(args)
@@ -167,15 +165,11 @@ object SparkCreateBaselineDataFrame {
     val workingPath = parser.get("workingPath")
     log.info("workingPath: {}", workingPath)
 
-    val mdstoreOutputVersion = parser.get("mdstoreOutputVersion")
+    val targetPath = parser.get("targetPath")
-    log.info("mdstoreOutputVersion: {}", mdstoreOutputVersion)
+    log.info("targetPath: {}", targetPath)
-
-    val cleanedMdStoreVersion = MAPPER.readValue(mdstoreOutputVersion, classOf[MDStoreVersion])
-    val outputBasePath = cleanedMdStoreVersion.getHdfsPath
-    log.info("outputBasePath: {}", outputBasePath)
 
     val hdfsServerUri = parser.get("hdfsServerUri")
-    log.info("hdfsServerUri: {}", hdfsServerUri)
+    log.info("hdfsServerUri: {}", targetPath)
 
     val skipUpdate = parser.get("skipUpdate")
     log.info("skipUpdate: {}", skipUpdate)
@@ -201,10 +195,11 @@ object SparkCreateBaselineDataFrame {
     if (!"true".equalsIgnoreCase(skipUpdate)) {
       downloadBaseLineUpdate(s"$workingPath/baseline", hdfsServerUri)
       val k: RDD[(String, String)] = sc.wholeTextFiles(s"$workingPath/baseline", 2000)
+      val inputFactory = XMLInputFactory.newInstance
       val ds: Dataset[PMArticle] = spark.createDataset(
         k.filter(i => i._1.endsWith(".gz"))
           .flatMap(i => {
-            val xml = new XMLEventReader(Source.fromBytes(i._2.getBytes()))
+            val xml = inputFactory.createXMLEventReader(new ByteArrayInputStream(i._2.getBytes()))
             new PMParser(xml)
           })
       )
@@ -223,11 +218,8 @@ object SparkCreateBaselineDataFrame {
         .map(a => PubMedToOaf.convert(a, vocabularies))
         .as[Oaf]
         .filter(p => p != null),
-      s"$outputBasePath/$MDSTORE_DATA_PATH"
+      targetPath
     )
 
-    val df = spark.read.text(s"$outputBasePath/$MDSTORE_DATA_PATH")
-    val mdStoreSize = df.count
-    writeHdfsFile(spark.sparkContext.hadoopConfiguration, s"$mdStoreSize", s"$outputBasePath/$MDSTORE_SIZE_PATH")
   }
 }

dhp-workflows/dhp-aggregation/src/main/scala/eu/dnetlib/dhp/sx/bio/pubmed/PMParser.scala

@@ -1,7 +1,8 @@
 package eu.dnetlib.dhp.sx.bio.pubmed
 
 import scala.xml.MetaData
-import scala.xml.pull.{EvElemEnd, EvElemStart, EvText, XMLEventReader}
+import javax.xml.stream.XMLEventReader
+import scala.xml.pull.{EvElemEnd, EvElemStart, EvText}
 
 /** @param xml
   */

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/createunresolvedentities/ProduceTest.java

@@ -15,10 +15,7 @@ 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.*;
-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;
 

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/opencitations/ReadCOCITest.java

@@ -119,7 +119,9 @@ public class ReadCOCITest {
 					workingDir.toString() + "/COCI",
 					"-outputPath",
 					workingDir.toString() + "/COCI_json/",
-					"-inputFile", "input1;input2;input3;input4;input5"
+					"-inputFile", "input1;input2;input3;input4;input5",
+					"-format",
+					"COCI"
 				});
 
 		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/opencitations/RemapTest.java

@@ -77,13 +77,13 @@ public class RemapTest {
 		MapOCIdsInPids
 			.main(
 				new String[] {
-					"-isSparkSessionManged",
+					"--isSparkSessionManged",
 					Boolean.FALSE.toString(),
-					"-inputPath",
+					"--inputPath",
 					inputPath,
-					"-outputPath",
+					"--outputPath",
 					workingDir.toString() + "/out/",
-					"-nameNode", "input1;input2;input3;input4;input5"
+					"--nameNode", "hdfs://localhost"
 				});
 
 	}

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/person/CreatePersonAS.java

@@ -0,0 +1,213 @@
+
+package eu.dnetlib.dhp.actionmanager.person;
+
+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.actionmanager.personentity.ExtractPerson;
+import eu.dnetlib.dhp.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.oaf.Person;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.utils.DHPUtils;
+
+public class CreatePersonAS {
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	private static SparkSession spark;
+
+	private static Path workingDir;
+	private static final Logger log = LoggerFactory
+		.getLogger(CreatePersonAS.class);
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files
+			.createTempDirectory(CreatePersonAS.class.getSimpleName());
+		log.info("using work dir {}", workingDir);
+
+		SparkConf conf = new SparkConf();
+		conf.setAppName(CreatePersonAS.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.codegen.wholeStage", "false");
+		conf.set("spark.sql.warehouse.dir", workingDir.toString());
+		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
+
+		spark = SparkSession
+			.builder()
+			.appName(CreatePersonAS.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
+	}
+
+	@AfterAll
+	public static void afterAll() throws IOException {
+		FileUtils.deleteDirectory(workingDir.toFile());
+		spark.stop();
+	}
+
+	@Test
+	void testAuthors() throws Exception {
+
+		String inputPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/person/")
+			.getPath();
+
+//		spark
+//				.read()
+//				.parquet(inputPath + "Authors")
+//				.as(Encoders.bean(Author.class))
+//						.filter((FilterFunction<Author>) a -> Optional.ofNullable(a.getOtherNames()).isPresent() &&
+//								Optional.ofNullable(a.getBiography()).isPresent())
+//								.write()
+//										.mode(SaveMode.Overwrite)
+//												.parquet(workingDir.toString() + "AuthorsSubset");
+
+		ExtractPerson
+			.main(
+				new String[] {
+					"-isSparkSessionManaged",
+					Boolean.FALSE.toString(),
+					"-inputPath",
+					inputPath,
+					"-outputPath",
+					workingDir.toString() + "/actionSet1",
+					"-workingDir",
+					workingDir.toString() + "/working"
+				});
+
+		final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+
+		JavaRDD<Relation> relations = sc
+			.sequenceFile(workingDir.toString() + "/actionSet1", Text.class, Text.class)
+			.filter(v -> "eu.dnetlib.dhp.schema.oaf.Relation".equalsIgnoreCase(v._1().toString()))
+			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
+			.map(aa -> ((Relation) aa.getPayload()));
+//
+		JavaRDD<Person> people = sc
+			.sequenceFile(workingDir.toString() + "/actionSet1", Text.class, Text.class)
+			.filter(v -> "eu.dnetlib.dhp.schema.oaf.Person".equalsIgnoreCase(v._1().toString()))
+			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
+			.map(aa -> ((Person) aa.getPayload()));
+//
+		Assertions.assertEquals(7, people.count());
+		Assertions
+			.assertEquals(
+				"Paulo",
+				people
+					.filter(
+						p -> p.getPid().stream().anyMatch(id -> id.getValue().equalsIgnoreCase("0000-0002-3210-3034")))
+					.first()
+					.getGivenName());
+		Assertions
+			.assertEquals(
+				"Tavares",
+				people
+					.filter(
+						p -> p.getPid().stream().anyMatch(id -> id.getValue().equalsIgnoreCase("0000-0002-3210-3034")))
+					.first()
+					.getFamilyName());
+		Assertions
+			.assertEquals(
+				4,
+				people
+					.filter(
+						p -> p.getPid().stream().anyMatch(id -> id.getValue().equalsIgnoreCase("0000-0002-3210-3034")))
+					.first()
+					.getAlternativeNames()
+					.size());
+		Assertions
+			.assertEquals(
+				4,
+				people
+					.filter(
+						p -> p.getPid().stream().anyMatch(id -> id.getValue().equalsIgnoreCase("0000-0002-3210-3034")))
+					.first()
+					.getPid()
+					.size());
+		Assertions
+			.assertTrue(
+				people
+					.filter(
+						p -> p.getPid().stream().anyMatch(id -> id.getValue().equalsIgnoreCase("0000-0002-3210-3034")))
+					.first()
+					.getPid()
+					.stream()
+					.anyMatch(
+						p -> p.getQualifier().getSchemename().equalsIgnoreCase("Scopus Author ID")
+							&& p.getValue().equalsIgnoreCase("15119405200")));
+
+		Assertions
+			.assertEquals(
+				16,
+				relations
+					.filter(r -> r.getRelClass().equalsIgnoreCase(ModelConstants.RESULT_PERSON_HASAUTHORED))
+					.count());
+		Assertions
+			.assertEquals(
+				14,
+				relations
+					.filter(r -> r.getRelClass().equalsIgnoreCase(ModelConstants.PERSON_PERSON_HASCOAUTHORED))
+					.count());
+		Assertions
+			.assertEquals(
+				3,
+				relations
+					.filter(
+						r -> r.getSource().equalsIgnoreCase("30|orcid_______::" + DHPUtils.md5("0000-0001-6291-9619"))
+							&& r.getRelClass().equalsIgnoreCase(ModelConstants.RESULT_PERSON_HASAUTHORED))
+					.count());
+		Assertions
+			.assertEquals(
+				2,
+				relations
+					.filter(
+						r -> r.getSource().equalsIgnoreCase("30|orcid_______::" + DHPUtils.md5("0000-0001-6291-9619"))
+							&& r.getRelClass().equalsIgnoreCase(ModelConstants.RESULT_PERSON_HASAUTHORED)
+							&& r.getTarget().startsWith("50|doi"))
+					.count());
+		Assertions
+			.assertEquals(
+				1,
+				relations
+					.filter(
+						r -> r.getSource().equalsIgnoreCase("30|orcid_______::" + DHPUtils.md5("0000-0001-6291-9619"))
+							&& r.getRelClass().equalsIgnoreCase(ModelConstants.RESULT_PERSON_HASAUTHORED)
+							&& r.getTarget().startsWith("50|arXiv"))
+					.count());
+
+		Assertions
+			.assertEquals(
+				1,
+				relations
+					.filter(
+						r -> r.getSource().equalsIgnoreCase("30|orcid_______::" + DHPUtils.md5("0000-0001-6291-9619"))
+							&& r.getRelClass().equalsIgnoreCase(ModelConstants.PERSON_PERSON_HASCOAUTHORED))
+					.count());
+		Assertions.assertEquals(33, relations.count());
+
+	}
+
+}

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

@@ -2,6 +2,7 @@
 package eu.dnetlib.dhp.actionmanager.webcrawl;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 import java.io.IOException;
 import java.nio.file.Files;
@@ -101,7 +102,10 @@ public class CreateASTest {
 			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
 			.map(aa -> ((Relation) aa.getPayload()));
 
-		Assertions.assertEquals(58, tmp.count());
+		tmp.foreach(r -> System.out.println(new ObjectMapper().writeValueAsString(r)));
+		tmp.foreach(r -> assertTrue(r.getSource().startsWith("20|ror") || r.getSource().startsWith("50|doi")));
+		tmp.foreach(r -> assertTrue(r.getTarget().startsWith("20|ror") || r.getTarget().startsWith("50|doi")));
+		Assertions.assertEquals(24, tmp.count());
 
 	}
 
@@ -112,7 +116,7 @@ public class CreateASTest {
 
 		String inputPath = getClass()
 			.getResource(
-				"/eu/dnetlib/dhp/actionmanager/webcrawl/")
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/input/")
 			.getPath();
 		String blackListPath = getClass()
 			.getResource(
@@ -194,7 +198,7 @@ public class CreateASTest {
 
 		Assertions
 			.assertEquals(
-				2, tmp
+				1, tmp
 					.filter(
 						r -> r
 							.getSource()
@@ -207,7 +211,7 @@ public class CreateASTest {
 
 		Assertions
 			.assertEquals(
-				2, tmp
+				1, tmp
 					.filter(
 						r -> r
 							.getTarget()
@@ -228,13 +232,13 @@ public class CreateASTest {
 								"20|ror_________::" + IdentifierFactory
 									.md5(
 										PidCleaner
-											.normalizePidValue(PidType.doi.toString(), "https://ror.org/03265fv13")))
+											.normalizePidValue("ROR", "https://ror.org/03265fv13")))
 							&& r.getSource().startsWith("50|doi"))
 					.count());
 
 		Assertions
 			.assertEquals(
-				1, tmp
+				0, tmp
 					.filter(
 						r -> r
 							.getTarget()
@@ -268,6 +272,10 @@ public class CreateASTest {
 			.getResource(
 				"/eu/dnetlib/dhp/actionmanager/webcrawl")
 			.getPath();
+		String blackListPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/blackList/")
+			.getPath();
 
 		CreateActionSetFromWebEntries
 			.main(
@@ -277,7 +285,8 @@ public class CreateASTest {
 					"-sourcePath",
 					inputPath,
 					"-outputPath",
-					workingDir.toString() + "/actionSet1"
+					workingDir.toString() + "/actionSet1",
+					"-blackListPath", blackListPath
 				});
 
 		final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());

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

@@ -0,0 +1,108 @@
+
+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 RemoveFromASTest {
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	private static SparkSession spark;
+
+	private static Path workingDir;
+	private static final Logger log = LoggerFactory
+		.getLogger(RemoveFromASTest.class);
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files
+			.createTempDirectory(RemoveFromASTest.class.getSimpleName());
+		log.info("using work dir {}", workingDir);
+
+		SparkConf conf = new SparkConf();
+		conf.setAppName(RemoveFromASTest.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(RemoveFromASTest.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/actionSet/")
+			.getPath();
+		String blackListPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/blackListRemove/")
+			.getPath();
+
+		RemoveRelationFromActionSet
+			.main(
+				new String[] {
+					"-isSparkSessionManaged",
+					Boolean.FALSE.toString(),
+					"-sourcePath",
+					inputPath,
+					"-outputPath",
+					workingDir.toString() + "/actionSet1",
+					"-blackListPath", blackListPath
+				});
+
+		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(22, tmp.count());
+
+	}
+
+}

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/plugin/file/FileGZipMultipleNodeTest.java

@@ -0,0 +1,64 @@
+
+package eu.dnetlib.dhp.collection.plugin.file;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Objects;
+import java.util.stream.Stream;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.junit.jupiter.api.*;
+import org.junit.jupiter.api.extension.ExtendWith;
+import org.mockito.junit.jupiter.MockitoExtension;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import eu.dnetlib.dhp.collection.ApiDescriptor;
+import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+
+@TestMethodOrder(MethodOrderer.OrderAnnotation.class)
+@ExtendWith(MockitoExtension.class)
+public class FileGZipMultipleNodeTest {
+
+	private static final Logger log = LoggerFactory.getLogger(FileGZipCollectorPluginTest.class);
+
+	private final ApiDescriptor api = new ApiDescriptor();
+
+	private FileGZipCollectorPlugin plugin;
+
+	private static final String SPLIT_ON_ELEMENT = "incollection,article";
+
+	@BeforeEach
+	public void setUp() throws IOException {
+
+		final String gzipFile = Objects
+			.requireNonNull(
+				this
+					.getClass()
+					.getResource("/eu/dnetlib/dhp/collection/plugin/file/dblp.gz"))
+			.getFile();
+
+		api.setBaseUrl(gzipFile);
+
+		HashMap<String, String> params = new HashMap<>();
+		params.put("splitOnElement", SPLIT_ON_ELEMENT);
+
+		api.setParams(params);
+
+		FileSystem fs = FileSystem.get(new Configuration());
+		plugin = new FileGZipCollectorPlugin(fs);
+	}
+
+	@Test
+	void test() throws CollectorException {
+
+		final Stream<String> stream = plugin.collect(api, new AggregatorReport());
+
+		stream.limit(10).forEach(s -> {
+			Assertions.assertTrue(s.length() > 0);
+			log.info(s);
+		});
+	}
+}

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/plugin/gtr2/Gtr2PublicationsIteratorTest.java

@@ -0,0 +1,103 @@
+
+package eu.dnetlib.dhp.collection.plugin.gtr2;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+
+import java.util.Iterator;
+
+import org.junit.jupiter.api.Disabled;
+import org.junit.jupiter.api.Test;
+
+import eu.dnetlib.dhp.common.collection.HttpClientParams;
+
+class Gtr2PublicationsIteratorTest {
+
+	private static final String baseURL = "https://gtr.ukri.org/gtr/api";
+
+	private static final HttpClientParams clientParams = new HttpClientParams();
+
+	@Test
+	@Disabled
+	public void testOne() throws Exception {
+		System.out.println("one publication");
+
+		final Iterator<String> iterator = new Gtr2PublicationsIterator(baseURL, null, null, null, clientParams);
+
+		if (iterator.hasNext()) {
+			final String res = iterator.next();
+			assertNotNull(res);
+			System.out.println(res);
+		}
+	}
+
+	@Test
+	@Disabled
+	public void testPaging() throws Exception {
+		final Iterator<String> iterator = new Gtr2PublicationsIterator(baseURL, null, "2", "2", clientParams);
+
+		while (iterator.hasNext()) {
+			Thread.sleep(300);
+			final String res = iterator.next();
+			assertNotNull(res);
+			System.out.println(res);
+		}
+	}
+
+	@Test
+	@Disabled
+	public void testOnePage() throws Exception {
+		final Iterator<String> iterator = new Gtr2PublicationsIterator(baseURL, null, "12", "12", clientParams);
+		final int count = iterateAndCount(iterator);
+		assertEquals(20, count);
+	}
+
+	@Test
+	@Disabled
+	public void testIncrementalHarvestingNoRecords() throws Exception {
+		System.out.println("incremental Harvesting");
+		final Iterator<String> iterator = new Gtr2PublicationsIterator(baseURL, "2050-12-12T", "11", "13",
+			clientParams);
+		final int count = iterateAndCount(iterator);
+		assertEquals(0, count);
+	}
+
+	@Test
+	@Disabled
+	public void testIncrementalHarvesting() throws Exception {
+		System.out.println("incremental Harvesting");
+		final Iterator<String> iterator = new Gtr2PublicationsIterator(baseURL, "2016-11-30", "11", "11", clientParams);
+		final int count = iterateAndCount(iterator);
+		assertEquals(20, count);
+	}
+
+	@Test
+	@Disabled
+	public void testCompleteHarvesting() throws Exception {
+		System.out.println("testing complete harvesting");
+		final Iterator<String> iterator = new Gtr2PublicationsIterator(baseURL, null, null, null, clientParams);
+		// TryIndentXmlString indenter = new TryIndentXmlString();
+		// it.setEndAtPage(3);
+
+		while (iterator.hasNext()) {
+			final String res = iterator.next();
+			assertNotNull(res);
+			// System.out.println(res);
+			// Scanner keyboard = new Scanner(System.in);
+			// System.out.println("press enter for next record");
+			// keyboard.nextLine();
+
+		}
+	}
+
+	private int iterateAndCount(final Iterator<String> iterator) throws Exception {
+		int i = 0;
+		while (iterator.hasNext()) {
+			assertNotNull(iterator.next());
+			i++;
+		}
+		System.out.println("Got " + i + " publications");
+		return i;
+	}
+
+}

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/plugin/osf/OsfPreprintsCollectorPluginTest.java

@@ -0,0 +1,122 @@
+
+package eu.dnetlib.dhp.collection.plugin.osf;
+
+import static org.junit.jupiter.api.Assertions.assertTrue;
+import static org.junit.jupiter.api.Assertions.fail;
+
+import java.util.HashMap;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicLong;
+import java.util.stream.Stream;
+
+import org.dom4j.DocumentHelper;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Disabled;
+import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import eu.dnetlib.dhp.collection.ApiDescriptor;
+import eu.dnetlib.dhp.collection.plugin.utils.JsonUtils;
+import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+import eu.dnetlib.dhp.common.collection.HttpClientParams;
+import eu.dnetlib.dhp.common.collection.HttpConnector2;
+
+public class OsfPreprintsCollectorPluginTest {
+
+	private static final Logger log = LoggerFactory.getLogger(OsfPreprintsCollectorPlugin.class);
+
+	private final String baseUrl = "https://api.osf.io/v2/preprints/";
+
+	private final int pageSize = 100;
+
+	private final ApiDescriptor api = new ApiDescriptor();
+
+	private OsfPreprintsCollectorPlugin plugin;
+
+	@BeforeEach
+	public void setUp() {
+		final HashMap<String, String> params = new HashMap<>();
+		params.put("pageSize", "" + this.pageSize);
+
+		this.api.setBaseUrl(this.baseUrl);
+		this.api.setParams(params);
+
+		this.plugin = new OsfPreprintsCollectorPlugin(new HttpClientParams());
+	}
+
+	@Test
+	@Disabled
+	void test_one() throws CollectorException {
+		this.plugin
+			.collect(this.api, new AggregatorReport())
+			.limit(1)
+			.forEach(log::info);
+	}
+
+	@Test
+	@Disabled
+	void test_limited() throws CollectorException {
+		final AtomicInteger i = new AtomicInteger(0);
+		final Stream<String> stream = this.plugin.collect(this.api, new AggregatorReport());
+
+		stream.limit(2000).forEach(s -> {
+			Assertions.assertTrue(s.length() > 0);
+			i.incrementAndGet();
+			log.info(s);
+		});
+
+		log.info("{}", i.intValue());
+		Assertions.assertTrue(i.intValue() > 0);
+	}
+
+	@Test
+	@Disabled
+	void test_all() throws CollectorException {
+		final AtomicLong i = new AtomicLong(0);
+		final Stream<String> stream = this.plugin.collect(this.api, new AggregatorReport());
+
+		stream.forEach(s -> {
+			Assertions.assertTrue(s.length() > 0);
+			if ((i.incrementAndGet() % 1000) == 0) {
+				log.info("COLLECTED: {}", i.get());
+			}
+
+		});
+
+		log.info("TOTAL: {}", i.get());
+		Assertions.assertTrue(i.get() > 0);
+	}
+
+	@Test
+	@Disabled
+	void test_authentication_required() {
+		final HttpConnector2 connector = new HttpConnector2();
+
+		try {
+			final String res = connector
+				.getInputSource("https://api.osf.io/v2/preprints/ydtzx/contributors/?format=json");
+			System.out.println(res);
+			fail();
+		} catch (final Throwable e) {
+
+			System.out.println("**** ERROR: " + e.getMessage());
+
+			if ((e instanceof CollectorException) && e.getMessage().contains("401")) {
+				System.out.println(" XML: " + DocumentHelper.createDocument().getRootElement().detach());
+			}
+
+			assertTrue(e.getMessage().contains("401"));
+		}
+
+	}
+
+	@Test
+	void testXML() {
+		final String xml = JsonUtils.convertToXML("{'next':null}");
+		System.out.println(xml);
+	}
+
+}

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/plugin/researchfi/ResearchFiCollectorPluginTest.java

@@ -0,0 +1,58 @@
+
+package eu.dnetlib.dhp.collection.plugin.researchfi;
+
+import java.util.HashSet;
+import java.util.Set;
+import java.util.concurrent.atomic.AtomicLong;
+
+import org.dom4j.DocumentException;
+import org.dom4j.DocumentHelper;
+import org.junit.jupiter.api.Disabled;
+import org.junit.jupiter.api.Test;
+
+import eu.dnetlib.dhp.collection.ApiDescriptor;
+import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
+import eu.dnetlib.dhp.common.collection.CollectorException;
+
+public class ResearchFiCollectorPluginTest {
+
+	private final ResearchFiCollectorPlugin plugin = new ResearchFiCollectorPlugin();
+
+	@Test
+	@Disabled
+	void testCollect() throws CollectorException {
+		final ApiDescriptor api = new ApiDescriptor();
+		api.setBaseUrl("https://research.fi/api/rest/v1/funding-decisions?FunderName=AKA&FundingStartYearFrom=2022");
+		api.setProtocol("research_fi");
+		api
+			.getParams()
+			.put("auth_url", "https://researchfi-auth.2.rahtiapp.fi/realms/publicapi/protocol/openid-connect/token");
+		api.getParams().put("auth_client_id", "");
+		api.getParams().put("auth_client_secret", "");
+
+		final AtomicLong count = new AtomicLong(0);
+		final Set<String> ids = new HashSet<>();
+
+		this.plugin.collect(api, new AggregatorReport()).forEach(s -> {
+
+			if (count.getAndIncrement() == 0) {
+				System.out.println("First: " + s);
+			}
+
+			try {
+				final String id = DocumentHelper.parseText(s).valueOf("/recordWrap/funderProjectNumber");
+				if (ids.contains(id)) {
+					System.out.println("Id already present: " + id);
+				}
+				ids.add(id);
+			} catch (final DocumentException e) {
+				throw new RuntimeException(e);
+			}
+		});
+
+		System.out.println("Total records: " + count);
+		System.out.println("Total identifiers: " + ids.size());
+
+	}
+
+}

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/collection/plugin/rest/OsfPreprintCollectorTest.java

@@ -1,105 +0,0 @@
-
-package eu.dnetlib.dhp.collection.plugin.rest;
-
-import java.util.HashMap;
-import java.util.concurrent.atomic.AtomicInteger;
-import java.util.concurrent.atomic.AtomicLong;
-import java.util.stream.Stream;
-
-import org.junit.jupiter.api.Assertions;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Disabled;
-import org.junit.jupiter.api.Test;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import eu.dnetlib.dhp.collection.ApiDescriptor;
-import eu.dnetlib.dhp.common.aggregation.AggregatorReport;
-import eu.dnetlib.dhp.common.collection.CollectorException;
-import eu.dnetlib.dhp.common.collection.HttpClientParams;
-
-public class OsfPreprintCollectorTest {
-
-	private static final Logger log = LoggerFactory.getLogger(OsfPreprintCollectorTest.class);
-
-	private final String baseUrl = "https://api.osf.io/v2/preprints/";
-
-	// private final String requestHeaderMap = "";
-	// private final String authMethod = "";
-	// private final String authToken = "";
-	// private final String resultOutputFormat = "";
-
-	private final String queryParams = "filter:is_published:d=true";
-
-	private final String entityXpath = "/*/*[local-name()='data']";
-
-	private final String resultTotalXpath = "/*/*[local-name()='links']/*[local-name()='meta']/*[local-name()='total']";
-
-	private final String resumptionParam = "page";
-	private final String resumptionType = "page";
-	private final String resumptionXpath = "/*/*[local-name()='links']/*[local-name()='next']";
-
-	private final String resultSizeParam = "page[size]";
-	private final String resultSizeValue = "100";
-
-	private final String resultFormatParam = "format";
-	private final String resultFormatValue = "json";
-
-	private final ApiDescriptor api = new ApiDescriptor();
-	private RestCollectorPlugin rcp;
-
-	@BeforeEach
-	public void setUp() {
-		final HashMap<String, String> params = new HashMap<>();
-		params.put("resumptionType", this.resumptionType);
-		params.put("resumptionParam", this.resumptionParam);
-		params.put("resumptionXpath", this.resumptionXpath);
-		params.put("resultTotalXpath", this.resultTotalXpath);
-		params.put("resultFormatParam", this.resultFormatParam);
-		params.put("resultFormatValue", this.resultFormatValue);
-		params.put("resultSizeParam", this.resultSizeParam);
-		params.put("resultSizeValue", this.resultSizeValue);
-		params.put("queryParams", this.queryParams);
-		params.put("entityXpath", this.entityXpath);
-
-		this.api.setBaseUrl(this.baseUrl);
-		this.api.setParams(params);
-
-		this.rcp = new RestCollectorPlugin(new HttpClientParams());
-	}
-
-	@Test
-	@Disabled
-	void test_limited() throws CollectorException {
-		final AtomicInteger i = new AtomicInteger(0);
-		final Stream<String> stream = this.rcp.collect(this.api, new AggregatorReport());
-
-		stream.limit(2000).forEach(s -> {
-			Assertions.assertTrue(s.length() > 0);
-			i.incrementAndGet();
-			log.info(s);
-		});
-
-		log.info("{}", i.intValue());
-		Assertions.assertTrue(i.intValue() > 0);
-	}
-
-	@Test
-	@Disabled
-	void test_all() throws CollectorException {
-		final AtomicLong i = new AtomicLong(0);
-		final Stream<String> stream = this.rcp.collect(this.api, new AggregatorReport());
-
-		stream.forEach(s -> {
-			Assertions.assertTrue(s.length() > 0);
-			if ((i.incrementAndGet() % 1000) == 0) {
-				log.info("COLLECTED: {}", i.get());
-			}
-
-		});
-
-		log.info("TOTAL: {}", i.get());
-		Assertions.assertTrue(i.get() > 0);
-	}
-
-}

dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/person/WorkJson/part-00000

@@ -0,0 +1,10 @@
+{"orcid":"0000-0001-6291-9619","title":"A Visible Light Driven Photoelectrochemical Chloramphenicol Aptasensor Based on a Gold Nanoparticle-Functionalized 3D Flower-like MoS<sub>2</sub>/TiO<sub>2</sub> Heterostructure","pids":[{"value":"10.1021/acs.langmuir.1c02956","schema":"doi"},{"value":"2-s2.0-85124885368","schema":"eid"},{"value":"15205827 07437463","schema":"issn"}]}
+{"orcid":"0000-0002-3210-3034","title":"A Visible Light Driven Photoelectrochemical Chloramphenicol Aptasensor Based on a Gold Nanoparticle-Functionalized 3D Flower-like MoS<sub>2</sub>/TiO<sub>2</sub> Heterostructure","pids":[{"value":"10.1021/acs.langmuir.1c02956","schema":"doi"},{"value":"2-s2.0-85124885368","schema":"eid"},{"value":"15205827 07437463","schema":"issn"}]}
+{"orcid":"0000-0001-6291-9619","title":"Study of High-Transverse-Momentum Higgs Boson Production in Association with a Vector Boson in the <math display=\"inline\"><mrow><mi>q</mi><mi>q</mi><mi>b</mi><mi>b</mi></mrow></math> Final State with the ATLAS Detector","pids":[{"value":"2736741","schema":"other-id"},{"value":"10.1103/PhysRevLett.132.131802","schema":"doi"},{"value":"2312.07605","schema":"arxiv"}]}
+{"orcid":"0000-0002-3210-3034","title":"Study of High-Transverse-Momentum Higgs Boson Production in Association with a Vector Boson in the <math display=\"inline\"><mrow><mi>q</mi><mi>q</mi><mi>b</mi><mi>b</mi></mrow></math> Final State with the ATLAS Detector","pids":[{"value":"2736741","schema":"other-id"},{"value":"10.1103/PhysRevLett.132.131802","schema":"doi"},{"value":"2312.07605","schema":"arxiv"}]}
+{"orcid":"0000-0002-9030-7609","title":"Search for supersymmetry in a final state containing two photons and missing transverse momentum in √s = 13 TeV pp collisions at the LHC using the ATLAS detector","pids":[{"value":"10.1140/epjc/s10052-016-4344-x","schema":"doi"},{"value":"2-s2.0-84988710988","schema":"eid"},{"value":"14346052 14346044","schema":"issn"}]}
+{"orcid":"0000-0003-2552-9691","title":"Search for supersymmetry in a final state containing two photons and missing transverse momentum in $\\sqrt{s}$ = 13 TeV $pp$ collisions at the LHC using the ATLAS detector","pids":[{"value":"1473744","schema":"other-id"},{"value":"10.1140/epjc/s10052-016-4344-x","schema":"doi"},{"value":"1606.09150","schema":"arxiv"}]}
+{"orcid":"0000-0003-0305-8980","title":"Search for supersymmetry in a final state containing two photons and missing transverse momentum in √s = 13 TeV pp collisions at the LHC using the ATLAS detector","pids":[{"value":"10.1140/epjc/s10052-016-4344-x","schema":"doi"},{"value":"2-s2.0-84988710988","schema":"eid"}]}
+{"orcid":"0000-0002-9030-7609","title":"Measurement of the energy response of the ATLAS calorimeter to charged pions from $W^{\\pm }\\rightarrow \\tau ^{\\pm }(\\rightarrow \\pi ^{\\pm }\\nu _{\\tau })\\nu _{\\tau }$ events in Run 2 data","pids":[{"value":"1909507","schema":"other-id"},{"value":"10.1140/epjc/s10052-022-10117-2","schema":"doi"},{"value":"2108.09043","schema":"arxiv"}]}
+{"orcid":"0000-0003-2629-4046","title":"Measurement of the energy response of the ATLAS calorimeter to charged pions from $W^{\\pm }\\rightarrow \\tau ^{\\pm }(\\rightarrow \\pi ^{\\pm }\\nu _{\\tau })\\nu _{\\tau }$ events in Run 2 data","pids":[{"value":"1909507","schema":"other-id"},{"value":"10.1140/epjc/s10052-022-10117-2","schema":"doi"},{"value":"2108.09043","schema":"arxiv"}]}
+{"orcid":"0000-0001-8582-8912","title":"Measurement of the energy response of the ATLAS calorimeter to charged pions from $W^{\\pm }\\rightarrow \\tau ^{\\pm }(\\rightarrow \\pi ^{\\pm }\\nu _{\\tau })\\nu _{\\tau }$ events in Run 2 data","pids":[{"value":"1909507","schema":"other-id"},{"value":"10.1140/epjc/s10052-022-10117-2","schema":"doi"},{"value":"2108.09043","schema":"arxiv"}]}

dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/webcrawl/blackListRemove/not_irish.json

@@ -0,0 +1 @@
+{"doi":"https://doi.org/10.1098/rstl.1684.0023","OpenAlexId":"https://openalex.org/W2124362779"}

dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/collection/crossref/issn_pub.json

@@ -789,10 +789,6 @@
       "value": "2227-9717",
       "type": "electronic"
     },
-    {
-      "value": "VALUE",
-      "type": "PIPPO"
-    },
     {
       "value": "1063-4584",
       "type": "pu"

dhp-workflows/dhp-aggregation/src/test/scala/eu/dnetlib/dhp/collection/crossref/CrossrefMappingTest.scala

@@ -2,7 +2,9 @@ package eu.dnetlib.dhp.collection.crossref
 
 import com.fasterxml.jackson.databind.ObjectMapper
 import eu.dnetlib.dhp.aggregation.AbstractVocabularyTest
-import org.junit.jupiter.api.BeforeEach
+import eu.dnetlib.dhp.collection.crossref.Crossref2Oaf.TransformationType
+import org.apache.commons.io.IOUtils
+import org.junit.jupiter.api.{BeforeEach, Test}
 import org.junit.jupiter.api.extension.ExtendWith
 import org.mockito.junit.jupiter.MockitoExtension
 import org.slf4j.{Logger, LoggerFactory}
@@ -18,4 +20,13 @@ class CrossrefMappingTest extends AbstractVocabularyTest {
     super.setUpVocabulary()
   }
 
+  @Test
+  def mappingRecord(): Unit = {
+    val input =
+      IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/collection/crossref/issn_pub.json"), "utf-8")
+
+    println(Crossref2Oaf.convert(input, vocabularies, TransformationType.All))
+
+  }
+
 }

dhp-workflows/dhp-aggregation/src/test/scala/eu/dnetlib/dhp/collection/mag/MAGMappingTest.scala

@@ -26,7 +26,7 @@ class MAGMappingTest {
   @Test
   def mappingMagType(): Unit = {
 
-    checkResult[Publication](MagUtility.createResultFromType(null, null), invisible = false, "Other literature type")
+    checkResult[Publication](MagUtility.createResultFromType(null, null), invisible = true, "Other literature type")
     checkResult[Publication](
       MagUtility.createResultFromType(Some("BookChapter"), null),
       invisible = false,

dhp-workflows/dhp-aggregation/src/test/scala/eu/dnetlib/dhp/sx/bio/BioScholixTest.scala

@@ -16,6 +16,7 @@ import org.mockito.junit.jupiter.MockitoExtension
 
 import java.io.{BufferedReader, InputStream, InputStreamReader}
 import java.util.zip.GZIPInputStream
+import javax.xml.stream.XMLInputFactory
 import scala.collection.JavaConverters._
 import scala.collection.mutable.ListBuffer
 import scala.io.Source
@@ -49,10 +50,8 @@ class BioScholixTest extends AbstractVocabularyTest {
 
   @Test
   def testEBIData() = {
-    val inputXML = Source
+    val inputFactory = XMLInputFactory.newInstance
-      .fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed.xml"))
+    val xml = inputFactory.createXMLEventReader(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed.xml"))
-      .mkString
-    val xml = new XMLEventReader(Source.fromBytes(inputXML.getBytes()))
     new PMParser(xml).foreach(s => println(mapper.writeValueAsString(s)))
   }
 
@@ -91,9 +90,10 @@ class BioScholixTest extends AbstractVocabularyTest {
 
   @Test
   def testParsingPubmedXML(): Unit = {
-    val xml = new XMLEventReader(
+    val inputFactory = XMLInputFactory.newInstance
-      Source.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed.xml"))
+
-    )
+    val xml = inputFactory.createXMLEventReader(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed.xml"))
+
     val parser = new PMParser(xml)
     parser.foreach(checkPMArticle)
   }
@@ -156,9 +156,9 @@ class BioScholixTest extends AbstractVocabularyTest {
   @Test
   def testPubmedMapping(): Unit = {
 
-    val xml = new XMLEventReader(
+    val inputFactory = XMLInputFactory.newInstance
-      Source.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed.xml"))
+    val xml = inputFactory.createXMLEventReader(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed.xml"))
-    )
+
     val parser = new PMParser(xml)
     val results = ListBuffer[Oaf]()
     parser.foreach(x => results += PubMedToOaf.convert(x, vocabularies))

dhp-workflows/dhp-dedup-openaire/pom.xml

@@ -53,24 +53,10 @@
             <artifactId>dhp-pace-core</artifactId>
             <version>${project.version}</version>
         </dependency>
-
         <dependency>
             <groupId>org.apache.commons</groupId>
             <artifactId>commons-lang3</artifactId>
         </dependency>
-
-        <dependency>
-            <groupId>org.scala-lang.modules</groupId>
-            <artifactId>scala-java8-compat_${scala.binary.version}</artifactId>
-            <version>1.0.2</version>
-        </dependency>
-
-        <dependency>
-            <groupId>org.scala-lang.modules</groupId>
-            <artifactId>scala-collection-compat_${scala.binary.version}</artifactId>
-            <version>2.11.0</version>
-        </dependency>
-
         <dependency>
             <groupId>org.apache.spark</groupId>
             <artifactId>spark-core_${scala.binary.version}</artifactId>
@@ -79,16 +65,10 @@
             <groupId>org.apache.spark</groupId>
             <artifactId>spark-sql_${scala.binary.version}</artifactId>
         </dependency>
-
         <dependency>
             <groupId>org.apache.spark</groupId>
             <artifactId>spark-graphx_${scala.binary.version}</artifactId>
         </dependency>
-
-        <dependency>
-            <groupId>com.arakelian</groupId>
-            <artifactId>java-jq</artifactId>
-        </dependency>
         <dependency>
             <groupId>dom4j</groupId>
             <artifactId>dom4j</artifactId>
@@ -101,10 +81,6 @@
             <groupId>com.fasterxml.jackson.core</groupId>
             <artifactId>jackson-databind</artifactId>
         </dependency>
-        <dependency>
-            <groupId>com.fasterxml.jackson.core</groupId>
-            <artifactId>jackson-core</artifactId>
-        </dependency>
         <dependency>
             <groupId>org.apache.httpcomponents</groupId>
             <artifactId>httpclient</artifactId>

dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateMergeRels.java

@@ -42,6 +42,7 @@ import eu.dnetlib.dhp.utils.ISLookupClientFactory;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
 import eu.dnetlib.pace.config.DedupConfig;
+import eu.dnetlib.pace.util.SparkCompatUtils;
 import scala.Tuple3;
 import scala.collection.JavaConversions;
 
@@ -148,8 +149,7 @@ public class SparkCreateMergeRels extends AbstractSparkAction {
 			Dataset<Row> pivotHistory = spark
 				.createDataset(
 					Collections.emptyList(),
-					RowEncoder
+					SparkCompatUtils.encoderFor(StructType.fromDDL("id STRING, lastUsage STRING")));
-						.apply(StructType.fromDDL("id STRING, lastUsage STRING")));
 
 			if (StringUtils.isNotBlank(pivotHistoryDatabase)) {
 				pivotHistory = spark

dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkPropagateRelation.java

@@ -8,7 +8,6 @@ import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.api.java.function.ReduceFunction;
 import org.apache.spark.sql.*;
-import org.apache.spark.sql.catalyst.encoders.RowEncoder;
 import org.apache.spark.sql.types.StructType;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -23,6 +22,7 @@ import eu.dnetlib.dhp.schema.oaf.Relation;
 import eu.dnetlib.dhp.schema.oaf.utils.MergeUtils;
 import eu.dnetlib.dhp.utils.ISLookupClientFactory;
 import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
+import eu.dnetlib.pace.util.SparkCompatUtils;
 import scala.Tuple2;
 import scala.Tuple3;
 
@@ -145,7 +145,7 @@ public class SparkPropagateRelation extends AbstractSparkAction {
 		StructType idsSchema = StructType
 			.fromDDL("`id` STRING, `dataInfo` STRUCT<`deletedbyinference`:BOOLEAN,`invisible`:BOOLEAN>");
 
-		Dataset<Row> allIds = spark.emptyDataset(RowEncoder.apply(idsSchema));
+		Dataset<Row> allIds = spark.emptyDataset(SparkCompatUtils.encoderFor(idsSchema));
 
 		for (EntityType entityType : ModelSupport.entityTypes.keySet()) {
 			String entityPath = graphBasePath + '/' + entityType.name();

dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java

@@ -190,7 +190,7 @@ public class SparkDedupTest implements Serializable {
 		System.out.println("orp_simrel = " + orp_simrel);
 
 		if (CHECK_CARDINALITIES) {
-			assertEquals(751, orgs_simrel);
+			assertEquals(742, orgs_simrel);
 			assertEquals(566, pubs_simrel);
 			assertEquals(113, sw_simrel);
 			assertEquals(148, ds_simrel);
@@ -251,7 +251,7 @@ public class SparkDedupTest implements Serializable {
 
 		// entities simrels supposed to be equal to the number of previous step (no rels in whitelist)
 		if (CHECK_CARDINALITIES) {
-			assertEquals(751, orgs_simrel);
+			assertEquals(742, orgs_simrel);
 			assertEquals(566, pubs_simrel);
 			assertEquals(148, ds_simrel);
 			assertEquals(280, orp_simrel);
@@ -442,7 +442,7 @@ public class SparkDedupTest implements Serializable {
 		final List<Relation> merges = pubs
 			.filter("source == '50|arXiv_dedup_::c93aeb433eb90ed7a86e29be00791b7c'")
 			.collectAsList();
-		assertEquals(3, merges.size());
+		assertEquals(1, merges.size());
 		Set<String> dups = Sets
 			.newHashSet(
 				"50|doi_________::3b1d0d8e8f930826665df9d6b82fbb73",
@@ -451,7 +451,7 @@ public class SparkDedupTest implements Serializable {
 		merges.forEach(r -> {
 			assertEquals(ModelConstants.RESULT_RESULT, r.getRelType());
 			assertEquals(ModelConstants.DEDUP, r.getSubRelType());
-			assertEquals(ModelConstants.MERGES, r.getRelClass());
+			assertEquals(ModelConstants.IS_MERGED_IN, r.getRelClass());
 			assertTrue(dups.contains(r.getTarget()));
 		});
 
@@ -561,7 +561,7 @@ public class SparkDedupTest implements Serializable {
 		System.out.println("orp_mergerel = " + orp_mergerel);
 
 		if (CHECK_CARDINALITIES) {
-			assertEquals(1268, orgs_mergerel);
+			assertEquals(1278, orgs_mergerel);
 			assertEquals(1156, pubs.count());
 			assertEquals(292, sw_mergerel);
 			assertEquals(476, ds_mergerel);
@@ -618,7 +618,7 @@ public class SparkDedupTest implements Serializable {
 		System.out.println("orp_deduprecord = " + orp_deduprecord);
 
 		if (CHECK_CARDINALITIES) {
-			assertEquals(86, orgs_deduprecord);
+			assertEquals(78, orgs_deduprecord);
 			assertEquals(96, pubs.count());
 			assertEquals(47, sw_deduprecord);
 			assertEquals(97, ds_deduprecord);
@@ -761,7 +761,7 @@ public class SparkDedupTest implements Serializable {
 
 		if (CHECK_CARDINALITIES) {
 			assertEquals(930, publications);
-			assertEquals(839, organizations);
+			assertEquals(831, organizations);
 			assertEquals(100, projects);
 			assertEquals(100, datasource);
 			assertEquals(196, softwares);

dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkOpenorgsDedupTest.java

@@ -22,8 +22,11 @@ import java.util.Properties;
 import org.apache.commons.io.FileUtils;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
 import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.Row;
 import org.apache.spark.sql.SparkSession;
 import org.junit.jupiter.api.*;
 import org.junit.jupiter.api.extension.ExtendWith;
@@ -143,7 +146,7 @@ public class SparkOpenorgsDedupTest implements Serializable {
 			.load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "organization"))
 			.count();
 
-		assertEquals(86, orgs_simrel);
+		assertEquals(92, orgs_simrel);
 	}
 
 	@Test
@@ -172,7 +175,7 @@ public class SparkOpenorgsDedupTest implements Serializable {
 			.load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "organization"))
 			.count();
 
-		assertEquals(122, orgs_simrel);
+		assertEquals(128, orgs_simrel);
 	}
 
 	@Test
@@ -207,7 +210,7 @@ public class SparkOpenorgsDedupTest implements Serializable {
 			.read()
 			.load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel")
 			.count();
-		assertEquals(132, orgs_mergerel);
+		assertEquals(128, orgs_mergerel);
 
 		// verify that a DiffRel is in the mergerels (to be sure that the job supposed to remove them has something to
 		// do)

dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkPublicationRootsTest2.java

@@ -143,7 +143,9 @@ public class SparkPublicationRootsTest2 implements Serializable {
 				"--graphBasePath", graphInputPath,
 				"--actionSetId", testActionSetId,
 				"--isLookUpUrl", "lookupurl",
-				"--workingPath", workingPath
+				"--workingPath", workingPath,
+				"--hiveMetastoreUris", "none",
+				"--pivotHistoryDatabase", "none"
 			}), spark)
 				.run(isLookUpService);
 

dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/jpath/JsonPathTest.java

@@ -9,6 +9,7 @@ import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
 import org.junit.platform.commons.util.StringUtils;
 
+import eu.dnetlib.dhp.oa.dedup.SparkOpenorgsDedupTest;
 import eu.dnetlib.pace.config.DedupConfig;
 import eu.dnetlib.pace.model.SparkModel;
 
@@ -24,6 +25,31 @@ class JsonPathTest {
 
 		Row row = SparkModel.apply(conf).rowFromJson(org);
 
+		System.out.println("row = " + row);
+		Assertions.assertNotNull(row);
+		Assertions.assertTrue(StringUtils.isNotBlank(row.getAs("identifier")));
+
+		System.out.println("row = " + row.getAs("countrytitle"));
+	}
+
+	@Test
+	void jsonToModelTest() throws IOException {
+		DedupConfig conf = DedupConfig
+			.load(
+				IOUtils
+					.toString(
+						SparkOpenorgsDedupTest.class
+							.getResourceAsStream(
+								"/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")));
+
+		final String org = IOUtils.toString(getClass().getResourceAsStream("organization_example1.json"));
+
+		Row row = SparkModel.apply(conf).rowFromJson(org);
+		// to check that the same parsing returns the same row
+		Row row1 = SparkModel.apply(conf).rowFromJson(org);
+
+		Assertions.assertEquals(row, row1);
+		System.out.println("row = " + row);
 		Assertions.assertNotNull(row);
 		Assertions.assertTrue(StringUtils.isNotBlank(row.getAs("identifier")));
 	}

dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json

@@ -4,8 +4,8 @@
     "dedupRun" : "001",
     "entityType" : "organization",
     "subEntityValue": "organization",
-    "orderField" : "legalname",
+    "orderField" : "original_legalname",
-    "queueMaxSize" : "2000",
+    "queueMaxSize" : "100000",
     "groupMaxSize" : "50",
     "slidingWindowSize" : "200",
     "idPath":"$.id",
@@ -15,10 +15,10 @@
   },
   "pace" : {
     "clustering" : [
-      { "name" : "sortedngrampairs", "fields" : [ "legalname" ], "params" : { "max" : 2, "ngramLen" : "3"} },
+      { "name" : "sortedngrampairs", "fields" : [ "original_legalname" ], "params" : { "max" : 2, "ngramLen" : "3"} },
-      { "name" : "suffixprefix", "fields" : [ "legalname" ], "params" : { "max" : 1, "len" : "3" } },
+      { "name" : "suffixprefix", "fields" : [ "original_legalname" ], "params" : { "max" : 1, "len" : "3" } },
       { "name" : "urlclustering", "fields" : [ "websiteurl" ], "params" : { } },
-      { "name" : "keywordsclustering", "fields" : [ "legalname" ], "params" : { "max": 2, "windowSize": 4} }
+      { "name" : "legalnameclustering", "fields" : [ "legalname" ], "params" : { "max": 2} }
     ],
     "decisionTree" : {
       "start": {
@@ -29,16 +29,23 @@
             "weight": 1,
             "countIfUndefined": "false",
             "params": {}
+          },
+          {
+            "field": "rorid",
+            "comparator": "exactMatch",
+            "weight": 1,
+            "countIfUndefined": "false",
+            "params": {}
           }
         ],
         "threshold": 1,
-        "aggregation": "AVG",
+        "aggregation": "OR",
         "positive": "MATCH",
         "negative": "NO_MATCH",
-        "undefined": "layer2",
+        "undefined": "necessaryConditions",
         "ignoreUndefined": "false"
       },
-      "layer2": {
+      "necessaryConditions": {
         "fields": [
           {
             "field": "websiteurl",
@@ -55,14 +62,14 @@
             "params": {}
           },
           {
-            "field": "legalname",
+            "field": "original_legalname",
             "comparator": "numbersMatch",
             "weight": 1,
             "countIfUndefined": "true",
             "params": {}
           },
           {
-            "field": "legalname",
+            "field": "original_legalname",
             "comparator": "romansMatch",
             "weight": 1,
             "countIfUndefined": "true",
@@ -71,68 +78,64 @@
         ],
         "threshold": 1,
         "aggregation": "AND",
-        "positive": "layer3",
+        "positive": "cityCheck",
         "negative": "NO_MATCH",
-        "undefined": "layer3",
+        "undefined": "cityCheck",
         "ignoreUndefined": "true"
       },
-      "layer3": {
+      "cityCheck": {
         "fields": [
           {
             "field": "legalname",
-            "comparator": "cityMatch",
+            "comparator": "codeMatch",
             "weight": 1.0,
             "countIfUndefined": "true",
             "params": {
-              "windowSize": "4"
+              "codeRegex": "city::\\d+"
             }
           }
         ],
         "threshold": 0.1,
         "aggregation": "AVG",
-        "positive": "layer4",
+        "positive": "keywordCheck",
         "negative": "NO_MATCH",
         "undefined": "NO_MATCH",
         "ignoreUndefined": "true"
       },
-      "layer4": {
+      "keywordCheck": {
         "fields": [
           {
             "field": "legalname",
-            "comparator": "keywordMatch",
+            "comparator": "codeMatch",
             "weight": 1.0,
             "countIfUndefined": "true",
             "params": {
-              "windowSize": "4"
+              "codeRegex": "key::\\d+"
             }
           }
         ],
         "threshold": 0.7,
         "aggregation": "AVG",
-        "positive": "layer5",
+        "positive": "nameCheck",
         "negative": "NO_MATCH",
-        "undefined": "layer5",
+        "undefined": "nameCheck",
         "ignoreUndefined": "true"
       },
-      "layer5": {
+      "nameCheck": {
         "fields": [
           {
             "field": "legalname",
-            "comparator": "jaroWinklerNormalizedName",
+            "comparator": "jaroWinklerLegalname",
             "weight": 0.9,
             "countIfUndefined": "true",
-            "params": {
+            "params": {}
-              "windowSize": "4"
-            }
           },
           {
             "field": "legalshortname",
-            "comparator": "jaroWinklerNormalizedName",
+            "comparator": "jaroWinklerLegalname",
             "weight": 0.1,
             "countIfUndefined": "false",
-            "params": {
+            "params": {}
-              "windowSize": 4
-            }
           }
         ],
         "threshold": 0.9,
@@ -144,126 +147,16 @@
       }
     },
     "model" : [
-      { "name" : "country", "type" : "String", "path" : "$.country.classid"},
+      { "name" : "country", "type" : "String", "path" : "$.country.classid", "infer" : "country", "inferenceFrom" : "$.legalname.value"},
-      { "name" : "legalshortname", "type" : "String", "path" : "$.legalshortname.value"},
+      { "name" : "legalshortname", "type" : "String", "path" : "$.legalshortname.value", "infer" : "city_keyword"},
-      { "name" : "legalname", "type" : "String", "path" : "$.legalname.value" },
+      { "name" : "original_legalname", "type" : "String", "path" : "$.legalname.value" },
+      { "name" : "legalname", "type" : "String", "path" : "$.legalname.value", "infer" : "city_keyword"},
       { "name" : "websiteurl", "type" : "URL", "path" : "$.websiteurl.value" },
       { "name" : "gridid", "type" : "String", "path" : "$.pid[?(@.qualifier.classid =='grid')].value"},
+      { "name" : "rorid", "type" : "String", "path" : "$.pid[?(@.qualifier.classid =='ROR')].value"},
       { "name" : "originalId", "type" : "String", "path" : "$.id" }
     ],
-    "blacklists" : {
+    "blacklists" : {},
-      "legalname" : []
+    "synonyms": {}
-    },
-    "synonyms": {
-      "key::1": ["university","università", "universitas", "università studi","universitario","universitaria","université", "universite", "universitaire","universitaires","universidad","universitade","Universität","universitaet","Uniwersytet","университет","universiteit","πανεπιστήμιο","universitesi","universiteti", "universiti"],
-      "key::2": ["studies","studi","études","estudios","estudos","Studien","studia","исследования","studies","σπουδές"],
-      "key::3": ["advanced","superiore","supérieur","supérieure","supérieurs","supérieures","avancado","avancados","fortgeschrittene","fortgeschritten","zaawansowany","передовой","gevorderd","gevorderde","προχωρημένος","προχωρημένη","προχωρημένο","προχωρημένες","προχωρημένα","wyzsza"],
-      "key::4": ["institute","istituto","institut","instituto","instituto","Institut","instytut","институт","instituut","ινστιτούτο"],
-      "key::5": ["hospital","ospedale","hôpital","hospital","hospital","Krankenhaus","szpital","больница","ziekenhuis","νοσοκομείο"],
-      "key::6": ["research","ricerca","recherche","investigacion","pesquisa","Forschung","badania","исследования","onderzoek","έρευνα","erevna","erevnas"],
-      "key::7": ["college","collegio","colegio","faculdade","Hochschule","Szkoła Wyższa","Высшая школа","κολλέγιο"],
-      "key::8": ["foundation","fondazione","fondation","fundación","fundação","Stiftung","Fundacja","фонд","stichting","ίδρυμα","idryma"],
-      "key::9": ["center","centro","centre","centro","centro","zentrum","centrum","центр","centrum","κέντρο"],
-      "key::10": ["national","nazionale","national","nationale","nationaux","nationales","nacional","nacional","national","krajowy","национальный","nationaal","nationale","εθνικό"],
-      "key::11": ["association","associazione","association","asociación","associação","Verein","verband","stowarzyszenie","ассоциация","associatie"],
-      "key::12": ["society","societa","société","sociedad","sociedade","gesellschaft","społeczeństwo","общество","maatschappij","κοινωνία"],
-      "key::13": ["international","internazionale","international","internacional","internacional","international","międzynarodowy","Международный","internationaal","internationale","διεθνής","διεθνή","διεθνές"],
-      "key::14": ["community","comunita","communauté","comunidad","comunidade","Gemeinschaft","społeczność","сообщество","gemeenschap","κοινότητα"],
-      "key::15": ["school","scuola","école","escuela","escola","schule","Szkoła","школа","school","σχολείο"],
-      "key::16": ["education","educazione","éducation","educacion","Educação","Bildung","Edukacja","образование","opleiding","εκπαίδευση"],
-      "key::17": ["academy","accademia","académie","academia","academia","Akademie","akademie","академия","academie","ακαδημία"],
-      "key::18": ["public","pubblico","public","publique","publics","publiques","publico","publico","Öffentlichkeit","publiczny","публичный","publiek","publieke","δημόσιος","δημόσια","δημόσιο"],
-      "key::19": ["museum","museo","musée","mueso","museu","museum","muzeum","музей","museum","μουσείο"],
-      "key::20": ["group","gruppo","groupe","grupo","grupo","gruppe","grupa","группа","groep","ομάδα","όμιλος"],
-      "key::21": ["department","dipartimento","département","departamento","departamento","abteilung","departament","отдел","afdeling","τμήμα"],
-      "key::22": ["council","consiglio","conseil","Consejo","conselho","gesellschaft","rada","совет","raad","συμβούλιο"],
-      "key::23": ["library","biblioteca","bibliothèque","biblioteca","biblioteca","Bibliothek","biblioteka","библиотека","bibliotheek","βιβλιοθήκη"],
-      "key::24": ["ministry","ministero","ministère","ministerio","ministério","Ministerium","ministerstwo","министерство","ministerie","υπουργείο"],
-      "key::25": ["services","servizi","services","servicios","Serviços","Dienstleistungen","usługi","услуги","diensten","υπηρεσίες"],
-      "key::26": ["central","centrale","central","centrale","centrales","central","central","zentral","centralny","цетральный","centraal","κεντρικός","κεντρική","κεντρικό","κεντρικά"],
-      "key::27": ["general","generale","général","générale","généraux","générales","general","geral","general","Allgemeines","general","общий","algemeen","algemene","γενικός","γενική","γενικό","γενικά"],
-      "key::28": ["applied","applicati","appliqué","appliquée","appliqués","appliquées","aplicado","aplicada","angewendet","stosowany","прикладной","toegepast","toegepaste","εφαρμοσμένος","εφαρμοσμένη","εφαρμοσμένο","εφαρμοσμένα"],
-      "key::29": ["european","europee","europea","européen","européenne","européens","européennes","europeo","europeu","europäisch","europejski","европейский","Europees","Europese","ευρωπαϊκός","ευρωπαϊκή","ευρωπαϊκό","ευρωπαϊκά"],
-      "key::30": ["agency","agenzia","agence","agencia","agencia","agentur","agencja","агенция","agentschap","πρακτορείο"],
-      "key::31": ["laboratory","laboratorio","laboratoire","laboratorio","laboratorio","labor","laboratorium","лаборатория","laboratorium","εργαστήριο"],
-      "key::32": ["industry","industria","industrie","индустрия","industrie","βιομηχανία"],
-      "key::33": ["industrial","industriale","industriel","industrielle","industriels","industrielles","индустриальный","industrieel","βιομηχανικός","βιομηχανική","βιομηχανικό","βιομηχανικά","βιομηχανικές"],
-      "key::34": ["consortium","consorzio","consortium","консорциум","consortium","κοινοπραξία"],
-      "key::35": ["organization","organizzazione","organisation","organización","organização","organizacja","организация","organisatie","οργανισμός"],
-      "key::36": ["authority","autorità","autorité","авторитет","autoriteit"],
-      "key::37": ["federation","federazione","fédération","федерация","federatie","ομοσπονδία"],
-      "key::38": ["observatory","osservatorio","observatoire","обсерватория","observatorium","αστεροσκοπείο"],
-      "key::39": ["bureau","ufficio","bureau","офис","bureau","γραφείο"],
-      "key::40": ["company","impresa","compagnie","société","компания","bedrijf","εταιρία"],
-      "key::41": ["polytechnic","politecnico","polytechnique","политехника","polytechnisch","πολυτεχνείο","universita politecnica","polytechnic university","universidad politecnica","universitat politecnica","politechnika","politechniki","university technology","university science technology"],
-      "key::42": ["coalition","coalizione","coalition","коалиция","coalitie","συνασπισμός"],
-      "key::43": ["initiative","iniziativa","initiative","инициатива","initiatief","πρωτοβουλία"],
-      "key::44": ["academic","accademico","académique","universitaire","акадеческий academisch","ακαδημαϊκός","ακαδημαϊκή","ακαδημαϊκό","ακαδημαϊκές","ακαδημαϊκοί"],
-      "key::45": ["institution","istituzione","institution","институциональный","instelling","ινστιτούτο"],
-      "key::46": ["division","divisione","division","отделение","divisie","τμήμα"],
-      "key::47": ["committee","comitato","comité","комитет","commissie","επιτροπή"],
-      "key::48": ["promotion","promozione","продвижение","proothisis","forderung"],
-      "key::49": ["medical","medicine","clinical","medicina","clinici","médico","medicina","clínica","médico","medicina","clínica","medizinisch","Medizin","klinisch","medisch","geneeskunde","klinisch","ιατρικός","ιατρική","ιατρικό","ιατρικά","κλινικός","κλινική","κλινικό","κλινικά","tıbbi","tıp","klinik","orvosi","orvostudomány","klinikai","zdravniški","medicinski","klinični","meditsiini","kliinik","kliiniline"],
-      "key::50": ["technology","technological","tecnologia","tecnologie","tecnología","tecnológico","tecnologia","tecnológico","Technologie","technologisch","technologie","technologisch","τεχνολογία","τεχνολογικός","τεχνολογική","τεχνολογικό","teknoloji","teknolojik","technológia","technológiai","tehnologija","tehnološki","tehnoloogia","tehnoloogiline","technologii","technical","texniki","teknik"],
-      "key::51": ["science","scientific","scienza","scientifiche","scienze","ciencia","científico","ciência","científico","Wissenschaft","wissenschaftlich","wetenschap","wetenschappelijk","επιστήμη","επιστημονικός","επιστημονική","επιστημονικό","επιστημονικά","bilim","bilimsel","tudomány","tudományos","znanost","znanstveni","teadus","teaduslik",""],
-      "key::52": ["engineering","ingegneria","ingeniería","engenharia","Ingenieurwissenschaft","ingenieurswetenschappen","bouwkunde","μηχανικός","μηχανική","μηχανικό","mühendislik","mérnöki","Inženirstvo","inseneeria","inseneri",""],
-      "key::53": ["management","gestione","gestionale","gestionali","gestión","administración","gestão","administração","Verwaltung","management","διαχείριση","yönetim","menedzsment","vodstvo","upravljanje","management","juhtkond","juhtimine","haldus",""],
-      "key::54": ["energy","energia","energía","energia","Energie","energie","ενέργεια","enerji","energia","energija","energia",""],
-      "key::55": ["agricultural","agriculture","agricoltura","agricole","agrícola","agricultura","agrícola","agricultura","landwirtschaftlich","Landwirtschaft","landbouwkundig","landbouw","αγροτικός","αγροτική","αγροτικό","γεωργικός","γεωργική","γεωργικό","γεωργία","tarımsal","tarım","mezőgazdasági","mezőgazdaság","poljedelski","poljedelstvo","põllumajandus","põllumajanduslik",""],
-      "key::56": ["information","informazione","información","informação","Information","informatie","πληροφορία","bilgi","információ","informacija","informatsioon","informatycznych",""],
-      "key::57": ["social","sociali","social","social","Sozial","sociaal","maatschappelijk","κοινωνικός","κοινωνική","κοινωνικό","κοινωνικά","sosyal","szociális","družbeni","sotsiaal","sotsiaalne",""],
-      "key::58": ["environmental","ambiente","medioambiental","ambiente","medioambiente","meioambiente","Umwelt","milieu","milieuwetenschap","milieukunde","περιβαλλοντικός","περιβαλλοντική","περιβαλλοντικό","περιβαλλοντικά","çevre","környezeti","okoliški","keskonna",""],
-      "key::59": ["business","economia","economiche","economica","negocio","empresa","negócio","Unternehmen","bedrijf","bedrijfskunde","επιχείρηση","iş","üzleti","posel","ettevõte/äri",""],
-      "key::60": ["pharmaceuticals","pharmacy","farmacia","farmaceutica","farmacéutica","farmacia","farmacêutica","farmácia","Pharmazeutika","Arzneimittelkunde","farmaceutica","geneesmiddelen","apotheek","φαρμακευτικός","φαρμακευτική","φαρμακευτικό","φαρμακευτικά","φαρμακείο","ilaç","eczane","gyógyszerészeti","gyógyszertár","farmacevtika","lekarništvo","farmaatsia","farmatseutiline",""],
-      "key::61": ["healthcare","health services","salute","atenciónmédica","cuidadodelasalud","cuidadoscomasaúde","Gesundheitswesen","gezondheidszorg","ιατροφαρμακευτικήπερίθαλψη","sağlıkhizmeti","egészségügy","zdravstvo","tervishoid","tervishoiu",""],
-      "key::62": ["history","storia","historia","história","Geschichte","geschiedenis","geschiedkunde","ιστορία","tarih","történelem","zgodovina","ajalugu",""],
-      "key::63": ["materials","materiali","materia","materiales","materiais","materialen","υλικά","τεκμήρια","malzemeler","anyagok","materiali","materjalid","vahendid",""],
-      "key::64": ["economics","economia","economiche","economica","economía","economia","Wirtschaft","economie","οικονομικά","οικονομικέςεπιστήμες","ekonomi","közgazdaságtan","gospodarstvo","ekonomija","majanduslik","majandus",""],
-      "key::65": ["therapeutics","terapeutica","terapéutica","terapêutica","therapie","θεραπευτική","tedavibilimi","gyógykezelés","terapevtika","terapeutiline","ravi",""],
-      "key::66": ["oncology","oncologia","oncologico","oncología","oncologia","Onkologie","oncologie","ογκολογία","onkoloji","onkológia","onkologija","onkoloogia",""],
-      "key::67": ["natural","naturali","naturale","natural","natural","natürlich","natuurlijk","φυσικός","φυσική","φυσικό","φυσικά","doğal","természetes","naraven","loodus",""],
-      "key::68": ["educational","educazione","pedagogia","educacional","educativo","educacional","pädagogisch","educatief","εκπαιδευτικός","εκπαιδευτική","εκπαιδευτικό","εκπαιδευτικά","eğitimsel","oktatási","izobraževalen","haridus","hariduslik",""],
-      "key::69": ["biomedical","biomedica","biomédico","biomédico","biomedizinisch","biomedisch","βιοιατρικός","βιοιατρική","βιοιατρικό","βιοιατρικά","biyomedikal","orvosbiológiai","biomedicinski","biomeditsiiniline",""],
-      "key::70": ["veterinary","veterinaria","veterinarie","veterinaria","veterinária","tierärtzlich","veterinair","veeartsenijlkunde","κτηνιατρικός","κτηνιατρική","κτηνιατρικό","κτηνιατρικά","veteriner","állatorvosi","veterinar","veterinarski","veterinaaria",""],
-      "key::71": ["chemistry","chimica","química","química","Chemie","chemie","scheikunde","χημεία","kimya","kémia","kemija","keemia",""],
-      "key::72": ["security","sicurezza","seguridad","segurança","Sicherheit","veiligheid","ασφάλεια","güvenlik","biztonsági","varnost","turvalisus","julgeolek",""],
-      "key::73": ["biotechnology","biotecnologia","biotecnologie","biotecnología","biotecnologia","Biotechnologie","biotechnologie","βιοτεχνολογία","biyoteknoloji","biotechnológia","biotehnologija","biotehnoloogia",""],
-      "key::74": ["military","militare","militari","militar","militar","Militär","militair","leger","στρατιωτικός","στρατιωτική","στρατιωτικό","στρατιωτικά","askeri","katonai","vojaški","vojni","militaar","wojskowa",""],
-      "key::75": ["theological","teologia","teologico","teológico","tecnológica","theologisch","theologisch","θεολογικός","θεολογική","θεολογικό","θεολογικά","teolojik","technológiai","teološki","teoloogia","usuteadus","teoloogiline",""],
-      "key::76": ["electronics","elettronica","electrónica","eletrônicos","Elektronik","elektronica","ηλεκτρονική","elektronik","elektronika","elektronika","elektroonika",""],
-      "key::77": ["forestry","forestale","forestali","silvicultura","forestal","floresta","Forstwirtschaft","bosbouw","δασοκομία","δασολογία","ormancılık","erdészet","gozdarstvo","metsandus",""],
-      "key::78": ["maritime","marittima","marittime","marittimo","marítimo","marítimo","maritiem","ναυτικός","ναυτική","ναυτικό","ναυτικά","ναυτιλιακός","ναυτιλιακή","ναυτιλιακό","ναυτιλιακά","θαλάσσιος","θαλάσσια","θαλάσσιο","denizcilik","tengeri","morski","mere","merendus",""],
-      "key::79": ["sports","sport","deportes","esportes","Sport","sport","sportwetenschappen","άθληση","γυμναστικήδραστηριότητα","spor","sport","šport","sport","spordi",""],
-      "key::80": ["surgery","chirurgia","chirurgiche","cirugía","cirurgia","Chirurgie","chirurgie","heelkunde","εγχείρηση","επέμβαση","χειρουργικήεπέμβαση","cerrahi","sebészet","kirurgija","kirurgia",""],
-      "key::81": ["cultural","culturale","culturali","cultura","cultural","cultural","kulturell","cultureel","πολιτιστικός","πολιτιστική","πολιτιστικό","πολιτισμικός","πολιτισμική","πολιτισμικό","kültürel","kultúrális","kulturni","kultuuri","kultuuriline",""],
-      "key::82": ["computerscience","informatica","ordenador","computadora","informática","computación","cienciasdelacomputación","ciênciadacomputação","Computer","computer","υπολογιστής","ηλεκτρονικόςυπολογιστής","bilgisayar","számítógép","računalnik","arvuti",""],
-      "key::83": ["finance","financial","finanza","finanziarie","finanza","financiero","finanças","financeiro","Finanzen","finanziell","financiën","financieel","χρηματοοικονομικά","χρηματοδότηση","finanse","finansal","pénzügy","pénzügyi","finance","finančni","finants","finantsiline",""],
-      "key::84": ["communication","comunicazione","comuniciación","comunicação","Kommunikation","communication","επικοινωνία","iletişim","kommunikáció","komuniciranje","kommunikatsioon",""],
-      "key::85": ["justice","giustizia","justicia","justiça","Recht","Justiz","justitie","gerechtigheid","δικαιοσύνη","υπουργείοδικαιοσύνης","δίκαιο","adalet","igazságügy","pravo","õigus",""],
-      "key::86": ["aerospace","aerospaziale","aerospaziali","aeroespacio","aeroespaço","Luftfahrt","luchtvaart","ruimtevaart","αεροπορικός","αεροπορική","αεροπορικό","αεροναυπηγικός","αεροναυπηγική","αεροναυπηγικό","αεροναυπηγικά","havacılıkveuzay","légtér","zrakoplovstvo","atmosfäär","kosmos",""],
-      "key::87": ["dermatology","dermatologia","dermatología","dermatologia","Dermatologie","dermatologie","δρματολογία","dermatoloji","bőrgyógyászat","dermatológia","dermatologija","dermatoloogia",""],
-      "key::88": ["architecture","architettura","arquitectura","arquitetura","Architektur","architectuur","αρχιτεκτονική","mimarlık","építészet","arhitektura","arhitektuur",""],
-      "key::89": ["mathematics","matematica","matematiche","matemáticas","matemáticas","Mathematik","wiskunde","mathematica","μαθηματικά","matematik","matematika","matematika","matemaatika",""],
-      "key::90": ["language","lingue","linguistica","linguistiche","lenguaje","idioma","língua","idioma","Sprache","taal","taalkunde","γλώσσα","dil","nyelv","jezik","keel",""],
-      "key::91": ["neuroscience","neuroscienza","neurociencia","neurociência","Neurowissenschaft","neurowetenschappen","νευροεπιστήμη","nörobilim","idegtudomány","nevroznanost","neuroteadused",""],
-      "key::92": ["automation","automazione","automatización","automação","Automatisierung","automatisering","αυτοματοποίηση","otomasyon","automatizálás","avtomatizacija","automatiseeritud",""],
-      "key::93": ["pediatric","pediatria","pediatriche","pediatrico","pediátrico","pediatría","pediátrico","pediatria","pädiatrisch","pediatrische","παιδιατρική","pediatrik","gyermekgyógyászat","pediatrija","pediaatria",""],
-      "key::94": ["photonics","fotonica","fotoniche","fotónica","fotônica","Photonik","fotonica","φωτονική","fotonik","fotonika","fotonika","fotoonika",""],
-      "key::95": ["mechanics", "mechanical", "meccanica","meccaniche","mecánica","mecânica","Mechanik","Maschinenbau","mechanica","werktuigkunde","μηχανικής","mekanik","gépészet","mehanika","mehaanika",""],
-      "key::96": ["psychiatrics","psichiatria","psichiatrica","psichiatriche","psiquiatría","psiquiatria","Psychiatrie","psychiatrie","ψυχιατρική","psikiyatrik","pszihiátria","psihiatrija","psühhaatria",""],
-      "key::97": ["psychology","fisiologia","psicología","psicologia","Psychologie","psychologie","ψυχολογία","psikoloji","pszihológia","psihologija","psühholoogia",""],
-      "key::98": ["automotive","industriaautomobilistica","industriadelautomóvil","automotriz","industriaautomotriz","automotivo","Automobilindustrie","autoindustrie","αυτοκίνητος","αυτοκίνητη","αυτοκίνητο","αυτοκινούμενος","αυτοκινούμενη","αυτοκινούμενο","αυτοκινητιστικός","αυτοκινητιστική","αυτοκινητιστικό","otomotiv","autóipari","samogiben","avtomobilskaindustrija","auto-",""],
-      "key::99": ["neurology","neurologia","neurologiche","neurología","neurologia","Neurologie","neurologie","zenuwleer","νευρολογία","nöroloji","neurológia","ideggyógyászat","nevrologija","neuroloogia",""],
-      "key::100": ["geology","geologia","geologiche","geología","geologia","Geologie","geologie","aardkunde","γεωλογία","jeoloji","geológia","földtudomány","geologija","geoloogia",""],
-      "key::101": ["microbiology","microbiologia","micro-biologia","microbiologiche","microbiología","microbiologia","Mikrobiologie","microbiologie","μικροβιολογία","mikrobiyoloji","mikrobiológia","mikrobiologija","mikrobioloogia",""],
-      "key::102": ["informatics","informatica","informática","informática","informatica",""],
-      "key::103": ["forschungsgemeinschaft","comunita ricerca","research community","research foundation","research association"],
-      "key::104": ["commerce","ticaret","ticarət","commercio","trade","handel","comercio"],
-      "key::105" : ["state", "stato", "etade", "estado", "statale", "etat", "zustand", "estado"],
-      "key::106" : ["seminary", "seminario", "seminaire", "seminar"],
-      "key::107" : ["agricultural forestry", "af", "a f"],
-      "key::108" : ["agricultural mechanical", "am", "a m"],
-      "key::109" : ["catholic", "catholique", "katholische", "catolica", "cattolica", "catolico"]
-    }
   }
 }

dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob.java

@@ -33,10 +33,7 @@ import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.bulktag.community.*;
 import eu.dnetlib.dhp.schema.common.ModelConstants;
 import eu.dnetlib.dhp.schema.common.ModelSupport;
-import eu.dnetlib.dhp.schema.oaf.Context;
+import eu.dnetlib.dhp.schema.oaf.*;
-import eu.dnetlib.dhp.schema.oaf.Datasource;
-import eu.dnetlib.dhp.schema.oaf.Project;
-import eu.dnetlib.dhp.schema.oaf.Result;
 import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
 import scala.Tuple2;
 
@@ -114,27 +111,35 @@ public class SparkBulkTagJob {
 				extendCommunityConfigurationForEOSC(spark, inputPath, cc);
 				execBulkTag(
 					spark, inputPath, outputPath, protoMap, cc);
+				execEntityTag(
+					spark, inputPath + "organization", outputPath + "organization",
+					Utils.getCommunityOrganization(baseURL), Organization.class, TaggingConstants.CLASS_ID_ORGANIZATION,
+					TaggingConstants.CLASS_NAME_BULKTAG_ORGANIZATION);
+				execEntityTag(
+					spark, inputPath + "project", outputPath + "project", Utils.getCommunityProjects(baseURL),
+					Project.class, TaggingConstants.CLASS_ID_PROJECT, TaggingConstants.CLASS_NAME_BULKTAG_PROJECT);
 				execDatasourceTag(spark, inputPath, outputPath, Utils.getDatasourceCommunities(baseURL));
-				execProjectTag(spark, inputPath, outputPath, Utils.getCommunityProjects(baseURL));
+
 			});
 	}
 
-	private static void execProjectTag(SparkSession spark, String inputPath, String outputPath,
+	private static <E extends OafEntity> void execEntityTag(SparkSession spark, String inputPath, String outputPath,
-		CommunityEntityMap communityProjects) {
+		CommunityEntityMap communityEntity, Class<E> entityClass,
-		Dataset<Project> projects = readPath(spark, inputPath + "project", Project.class);
+		String classID, String calssName) {
+		Dataset<E> entity = readPath(spark, inputPath, entityClass);
 		Dataset<EntityCommunities> pc = spark
 			.createDataset(
-				communityProjects
+				communityEntity
 					.keySet()
 					.stream()
-					.map(k -> EntityCommunities.newInstance(k, communityProjects.get(k)))
+					.map(k -> EntityCommunities.newInstance(k, communityEntity.get(k)))
 					.collect(Collectors.toList()),
 				Encoders.bean(EntityCommunities.class));
 
-		projects
+		entity
-			.joinWith(pc, projects.col("id").equalTo(pc.col("entityId")), "left")
+			.joinWith(pc, entity.col("id").equalTo(pc.col("entityId")), "left")
-			.map((MapFunction<Tuple2<Project, EntityCommunities>, Project>) t2 -> {
+			.map((MapFunction<Tuple2<E, EntityCommunities>, E>) t2 -> {
-				Project ds = t2._1();
+				E ds = t2._1();
 				if (t2._2() != null) {
 					List<String> context = Optional
 						.ofNullable(ds.getContext())
@@ -156,8 +161,8 @@ public class SparkBulkTagJob {
 													false, TaggingConstants.BULKTAG_DATA_INFO_TYPE, true, false,
 													OafMapperUtils
 														.qualifier(
-															TaggingConstants.CLASS_ID_DATASOURCE,
+															classID,
-															TaggingConstants.CLASS_NAME_BULKTAG_DATASOURCE,
+															calssName,
 															ModelConstants.DNET_PROVENANCE_ACTIONS,
 															ModelConstants.DNET_PROVENANCE_ACTIONS),
 													"1")));
@@ -166,17 +171,17 @@ public class SparkBulkTagJob {
 					});
 				}
 				return ds;
-			}, Encoders.bean(Project.class))
+			}, Encoders.bean(entityClass))
 			.write()
 			.mode(SaveMode.Overwrite)
 			.option("compression", "gzip")
-			.json(outputPath + "project");
+			.json(outputPath);
 
-		readPath(spark, outputPath + "project", Project.class)
+		readPath(spark, outputPath, entityClass)
 			.write()
 			.mode(SaveMode.Overwrite)
 			.option("compression", "gzip")
-			.json(inputPath + "project");
+			.json(inputPath);
 	}
 
 	private static void execDatasourceTag(SparkSession spark, String inputPath, String outputPath,