-

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/PrepareNormalizedResultSpark.java

@@ -15,6 +15,7 @@ import org.apache.spark.sql.SaveMode;
 import org.apache.spark.sql.SparkSession;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.ircdl_extention.model.Author;
 import eu.dnetlib.dhp.ircdl_extention.model.Result;
 
 public class PrepareNormalizedResultSpark {
@@ -53,33 +54,33 @@ public class PrepareNormalizedResultSpark {
 	}
 
 	private static void execNormalize(SparkSession spark, String outputPath, String inputPath) {
-		Dataset<Result> normalized_result = Utils
+		Dataset<Author> normalized_result = Utils
-			.readPath(spark, inputPath + "publicationsWithOrcid", Result.class)
+			.readPath(spark, inputPath + "publicationsWithOrcid", Author.class)
-			.union(Utils.readPath(spark, inputPath + "datasetWithOrcid", Result.class))
+			.union(Utils.readPath(spark, inputPath + "datasetWithOrcid", Author.class))
-			.union(Utils.readPath(spark, inputPath + "softwareWithOrcid", Result.class))
+			.union(Utils.readPath(spark, inputPath + "softwareWithOrcid", Author.class))
-			.union(Utils.readPath(spark, inputPath + "otherWithOrcid", Result.class))
+			.union(Utils.readPath(spark, inputPath + "otherWithOrcid", Author.class))
-			.map((MapFunction<Result, Result>) r -> {
+			.map((MapFunction<Author, Author>) r -> {
 				r.setName(Utils.normalizeString(r.getName()));
 				r.setSurname(Utils.normalizeString(r.getSurname()));
 				r.setFullname(Utils.normalizeString(r.getFullname()));
 				return r;
-			}, Encoders.bean(Result.class));
+			}, Encoders.bean(Author.class));
 
 		normalized_result
 			.write()
 			.option("compression", "gzip")
 			.mode(SaveMode.Overwrite)
-			.json(outputPath + "ResultWithOrcid");
+			.json(outputPath + "ResultAuthorNormalized");
 
 		normalized_result
-			.filter((FilterFunction<Result>) r -> !r.getId().startsWith("50|dedup"))
+			.filter((FilterFunction<Author>) r -> !r.getId().startsWith("50|dedup"))
 			.write()
 			.option("compression", "gzip")
 			.mode(SaveMode.Overwrite)
 			.json(outputPath + "collectedResultWithOrcid");
 
 		normalized_result
-			.filter((FilterFunction<Result>) r -> !r.getDeletedbyinference())
+			.filter((FilterFunction<Author>) r -> !r.getDeletedbyinference())
 			.write()
 			.option("compression", "gzip")
 			.mode(SaveMode.Overwrite)

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/PrepareResultSpark.java

@@ -18,6 +18,7 @@ import org.apache.spark.sql.SaveMode;
 import org.apache.spark.sql.SparkSession;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.ircdl_extention.model.Author;
 import eu.dnetlib.dhp.ircdl_extention.model.KeyValue;
 import eu.dnetlib.dhp.ircdl_extention.model.Result;
 import eu.dnetlib.dhp.schema.common.ModelConstants;
@@ -65,22 +66,21 @@ public class PrepareResultSpark {
 		String input_path,
 		Class<R> resultClazz, String output_path) {
 		Dataset<R> publicationDataset = Utils.readPath(spark, input_path, resultClazz);
-		Dataset<Result> result = publicationDataset.filter((FilterFunction<R>) p -> {
+		Dataset<R> result = publicationDataset.filter((FilterFunction<R>) p -> {
 			if (p.getAuthor() == null)
 				return false;
 			if (p.getAuthor().size() == 0)
 				return false;
 			return true;
-		})
+		});
-			.flatMap((FlatMapFunction<R, Result>) p -> {
+
-				List<Result> reslist = new ArrayList<>();
+		result.flatMap((FlatMapFunction<R, Author>) p -> {
+			List<Author> reslist = new ArrayList<>();
 			p.getAuthor().forEach(a -> {
-					a.getPid().forEach(apid -> {
+				Author r = new Author();
-						if (apid.getQualifier().getClassid().equals(ModelConstants.ORCID)
-							|| apid.getQualifier().getClassid().equals(ModelConstants.ORCID_PENDING)) {
-							Result r = new Result();
 				r.setDeletedbyinference(p.getDataInfo().getDeletedbyinference());
 				r.setId(p.getId());
+
 				r
 					.setCf(
 						p
@@ -88,6 +88,10 @@ public class PrepareResultSpark {
 							.stream()
 							.map(cf -> KeyValue.newInstance(cf.getKey(), cf.getValue()))
 							.collect(Collectors.toList()));
+
+				r.setName(a.getName());
+				r.setSurname(a.getSurname());
+				r.setFullname(a.getFullname());
 				r
 					.setPid(
 						p
@@ -97,20 +101,23 @@ public class PrepareResultSpark {
 								pid -> KeyValue
 									.newInstance(pid.getQualifier().getClassid(), pid.getValue()))
 							.collect(Collectors.toList()));
-							r.setName(a.getName());
+				r
-							r.setSurname(a.getSurname());
+					.setApid(
-							r.setFullname(a.getFullname());
+						Optional
-							r.setOid(apid.getValue());
+							.ofNullable(a.getPid())
+							.map(
+								pids -> pids
+									.stream()
+									.map(pd -> KeyValue.newInstance(pd.getQualifier().getClassid(), pd.getValue()))
+									.collect(Collectors.toList()))
+							.orElse(new ArrayList<>()));
 				reslist.add(r);
-						}
-					});
 
 			});
 			return reslist.iterator();
-			}, Encoders.bean(Result.class));
+		}, Encoders.bean(Author.class))
-		result
 			.write()
-			.option("compressio", "gzip")
+			.option("compression", "gzip")
 			.mode(SaveMode.Overwrite)
 			.json(output_path);
 

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/SelectAuthorWithOrcidOnlySpark.java

@@ -1,4 +1,78 @@
+
 package eu.dnetlib.dhp.ircdl_extention;
 
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Optional;
+import java.util.stream.Collectors;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.FilterFunction;
+import org.apache.spark.api.java.function.FlatMapFunction;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SaveMode;
+import org.apache.spark.sql.SparkSession;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.ircdl_extention.model.Author;
+import eu.dnetlib.dhp.ircdl_extention.model.KeyValue;
+import eu.dnetlib.dhp.ircdl_extention.model.Result;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+
 public class SelectAuthorWithOrcidOnlySpark {
+
+	public static void main(String[] args) throws Exception {
+
+		String jsonConfiguration = IOUtils
+			.toString(
+				PrepareResultSpark.class
+					.getResourceAsStream(
+						"/eu/dnetlib/dhp/ircdl_extention/prepare_result_parameters.json"));
+
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
+
+		parser.parseArgument(args);
+
+		Boolean isSparkSessionManaged = Optional
+			.ofNullable(parser.get("isSparkSessionManaged"))
+			.map(Boolean::valueOf)
+			.orElse(Boolean.TRUE);
+
+		final String inputPath = parser.get("inputPath");
+
+		final String outputPath = parser.get("outputPath");
+
+		SparkConf conf = new SparkConf();
+
+		runWithSparkSession(
+			conf,
+			isSparkSessionManaged,
+			spark -> {
+				Utils.removeOutputDir(spark, outputPath);
+				selectAuthors(spark, inputPath, outputPath);
+			});
+	}
+
+	private static void selectAuthors(SparkSession spark, String input_path, String output_path) {
+		Dataset<Author> resultDataset = Utils.readPath(spark, input_path, Author.class);
+		resultDataset.flatMap((FlatMapFunction<Author, Result>) p -> {
+			List<Result> reslist = new ArrayList<>();
+			p.getApid().forEach(a -> {
+				if (a.getKey().equals(ModelConstants.ORCID_PENDING) || a.getKey().equals(ModelConstants.ORCID)) {
+					Result r = Result.fromAuthor(p);
+					r.setOid(a.getValue());
+					reslist.add(r);
+				}
+			});
+			return reslist.iterator();
+		}, Encoders.bean(Result.class))
+			.write()
+			.option("compressio", "gzip")
+			.mode(SaveMode.Overwrite)
+			.json(output_path);
+	}
 }

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/Utils.java

@@ -8,6 +8,7 @@ import java.util.Arrays;
 import java.util.Collections;
 import java.util.List;
 import java.util.stream.Collectors;
+import java.util.stream.Stream;
 
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.text.similarity.CosineDistance;
@@ -15,7 +16,10 @@ import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SparkSession;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
+import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.wcohen.ss.JaroWinkler;
 
@@ -28,6 +32,9 @@ public class Utils implements Serializable {
 
 	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
+	private static final Logger log = LoggerFactory
+		.getLogger(eu.dnetlib.dhp.ircdl_extention.Utils.class);
+
 	public static String normalizeString(String input) {
 		if (input == null || input.equals("void"))
 			return new String();
@@ -55,16 +62,65 @@ public class Utils implements Serializable {
 	}
 
 	private static List<String> getList(List<String> input) {
-		return input.stream().map(st -> st.trim()).filter(st -> st.length() > 0).collect(Collectors.toList());
+		return input
+			.stream()
+			.map(st -> st.trim())
+			.filter(st -> st.length() > 0)
+			.sorted()
+			.collect(Collectors.toList());
 
 	}
 
-	public static boolean filterFunction(Tuple2<Result, Orcid> input) {
+	private static List<String> getListInitials(List<String> input) {
-
+		List<String> ret = new ArrayList<>();
-		List<String> res = getList(Arrays.asList(input._1().getFullname().split(" ")))
+		List<Character> tmp = input
 			.stream()
+			.map(st -> st.trim())
+			.filter(st -> st.length() > 0)
+			.map(st -> st.charAt(0))
 			.sorted()
 			.collect(Collectors.toList());
+		if (tmp.size() == 1)
+			ret.add(String.valueOf(tmp.get(0)));
+		for (int i = 0; i < tmp.size(); i++) {
+			for (int j = i + 1; j < tmp.size(); j++) {
+				ret.add(String.valueOf(tmp.get(i)) + String.valueOf(tmp.get(j)));
+			}
+		}
+
+		return ret;
+
+	}
+
+	// selezione delle coppie di primi caratteri per ogni parola che compone il nome
+	// se ci sono match il nome e' giusto
+	// aggiungere verifica che la lunghezza delle liste non sia troppo sbilanciata: se una lista e' lunga
+	public static boolean conservativeFilterFunction(Tuple2<Result, Orcid> input) {
+
+		List<String> res = getListInitials(Arrays.asList(input._1().getFullname().split(" ")));
+		Orcid or = input._2();
+		List<String> tmp = new ArrayList<>();
+		Collections.addAll(tmp, or.getName().split(" "));
+		Collections.addAll(tmp, or.getSurname().split(" "));
+		return checkContains(
+			res, getListInitials(tmp), false)
+			||
+			checkContains(
+				res, getListInitials(Arrays.asList(or.getCreditname().split(" "))), false)
+			||
+			or
+				.getOtherNames()
+				.stream()
+				.anyMatch(
+					on -> checkContains(
+						res, getListInitials(Arrays.asList(on.split(" "))), false));
+
+	}
+
+	public static boolean filterFunction(Tuple2<Result, Orcid> input) throws JsonProcessingException {
+
+		try {
+			List<String> res = getList(Arrays.asList(input._1().getFullname().split(" ")));
 			Orcid or = input._2();
 			List<String> tmp = new ArrayList<>();
 			Collections.addAll(tmp, or.getName().split(" "));
@@ -90,9 +146,19 @@ public class Utils implements Serializable {
 								.stream()
 								.sorted()
 								.collect(Collectors.toList())));
+		} catch (Exception e) {
+
+			log.info("EXCEPTIONNNN: " + new ObjectMapper().writeValueAsString(input));
+			throw e;
+		}
+
 	}
 
 	private static boolean checkContains(List<String> result, List<String> orcid) {
+		return checkContains(result, orcid, true);
+	}
+
+	private static boolean checkContains(List<String> result, List<String> orcid, boolean jaro) {
 		if (result.size() == 0 || orcid.size() == 0) {
 			return true;
 		}
@@ -118,11 +184,14 @@ public class Utils implements Serializable {
 			if (isIn(result, orcid))
 				return true;
 		}
+		if (jaro) {
 			// apply JaroWinkler distance
 			double score = new JaroWinkler()
 				.score(StringUtils.joinWith(" ", result), StringUtils.joinWith(" ", orcid));
 			return score > 0.95;
 		}
+		return false;
+	}
 
 	private static boolean isIn(List<String> lst1, List<String> lst2) {
 

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/WrongSpark.java

@@ -18,7 +18,10 @@ import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SaveMode;
 import org.apache.spark.sql.SparkSession;
 
+import com.fasterxml.jackson.core.JsonProcessingException;
+
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.ircdl_extention.model.Author;
 import eu.dnetlib.dhp.ircdl_extention.model.Orcid;
 import eu.dnetlib.dhp.ircdl_extention.model.Result;
 import eu.dnetlib.dhp.ircdl_extention.model.ShuffleInfo;
@@ -53,6 +56,8 @@ public class WrongSpark {
 
 		final String resultPath = parser.get("inputPath");
 
+		final String authorPath = parser.get("authorPath");
+
 		SparkConf conf = new SparkConf();
 		conf.set("hive.metastore.uris", "thrift://iis-cdh5-test-m3.ocean.icm.edu.pl:9083");
 
@@ -62,16 +67,17 @@ public class WrongSpark {
 			spark -> {
 				Utils.removeOutputDir(spark, outputPath);
 				findWrong(spark, orcidPath, outputPath + "/wrong", resultPath);
-				findShuffle(spark, orcidPath, outputPath + "/shuffle", resultPath);
+				findShuffle(spark, orcidPath, outputPath + "/shuffle", resultPath, authorPath);
 			});
 	}
 
-	private static void findShuffle(SparkSession spark, String orcidPath, String outputPath, String resultPath) {
+	private static void findShuffle(SparkSession spark, String orcidPath, String outputPath, String resultPath,
+		String authorPath) {
 
 		Utils
-			.readPath(spark, resultPath, Result.class)
+			.readPath(spark, authorPath, Author.class)
 			.map(
-				(MapFunction<Result, ShuffleInfo>) r -> ShuffleInfo
+				(MapFunction<Author, ShuffleInfo>) r -> ShuffleInfo
 					.newInstance(r.getName(), r.getSurname(), r.getFullname(), r.getId()),
 				Encoders.bean(ShuffleInfo.class))
 			.union(
@@ -82,7 +88,7 @@ public class WrongSpark {
 						.newInstance(
 							t2._1().getName(), t2._1().getSurname(), t2._1().getFullname(),
 							t2._1().getId(), t2._2().getName(), t2._2().getSurname(),
-							t2._2().getCreditname(), t2._2().getOtherNames()),
+							t2._2().getCreditname(), t2._2().getOtherNames(), t2._2().getOrcid()),
 						Encoders.bean(ShuffleInfo.class)))
 			.groupByKey((MapFunction<ShuffleInfo, String>) si -> si.getId(), Encoders.STRING())
 			.flatMapGroups((FlatMapGroupsFunction<String, ShuffleInfo, ShuffleInfo>) (s, it) -> {
@@ -99,7 +105,12 @@ public class WrongSpark {
 					});
 				return ret.iterator();
 			}, Encoders.bean(ShuffleInfo.class))
-			.filter(Objects::nonNull);
+			.filter(Objects::nonNull)
+			.write()
+			.option("compression", "gzip")
+			.mode(SaveMode.Overwrite)
+			.json(outputPath);
+
 		/*
 		 * def checkShuffle(x): alis = [a for a in x[1]] dic = {} count = 0 for entry in alis: if entry['orcid'] != '':
 		 * dic[entry['orcid']] = entry for orcid in dic: name = dic[orcid]['oname'] surname = dic[orcid]['osurname'] for
@@ -116,15 +127,24 @@ public class WrongSpark {
 
 	private static boolean checkShuffle(ShuffleInfo e, List<ShuffleInfo> shuffleInfoList) {
 
-		return shuffleInfoList
+		boolean b = shuffleInfoList
 			.stream()
 			.anyMatch(
-				si -> Utils
+				si -> {
+					try {
+						return Utils
 							.filterFunction(
 								new Tuple2<>(Result.newInstance(si.getAfullname()),
 									Orcid
 										.newInstance(
-									si.getOname(), si.getOsurname(), si.getOcreditName(), si.getoOtherNames()))));
+											e.getOname(), e.getOsurname(), e.getOcreditName(),
+											e.getoOtherNames())));
+					} catch (JsonProcessingException ex) {
+						throw new RuntimeException(ex);
+					}
+				});
+
+		return b;
 	}
 
 	private static Dataset<Tuple2<Result, Orcid>> getWrong(SparkSession spark, String orcidPath, String resultPath) {
@@ -139,7 +159,7 @@ public class WrongSpark {
 					.col("oid")
 					.equalTo(orcidDataset.col("orcid")),
 				"inner")
-			.filter((FilterFunction<Tuple2<Result, Orcid>>) t2 -> !Utils.filterFunction(t2));
+			.filter((FilterFunction<Tuple2<Result, Orcid>>) t2 -> !Utils.conservativeFilterFunction(t2));
 	}
 
 	private static void findWrong(SparkSession spark, String orcidPath, String outputPath, String resultPath) {

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

@@ -1,4 +1,18 @@
+
 package eu.dnetlib.dhp.ircdl_extention.model;
 
-public class Author {
+import java.io.Serializable;
+import java.util.List;
+
+public class Author extends Result implements Serializable {
+
+	private List<KeyValue> apid;
+
+	public List<KeyValue> getApid() {
+		return apid;
+	}
+
+	public void setApid(List<KeyValue> apid) {
+		this.apid = apid;
+	}
 }

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/model/Orcid.java

@@ -14,13 +14,12 @@ public class Orcid implements Serializable {
 	private Boolean works;
 	private String name;
 
-	public static Orcid newInstance(String oname, String osurname, String ocreditName, List<String> getoOtherNames) {
+	public static Orcid newInstance(String oname, String osurname, String ocreditName, List<String> oOtherNames) {
 		Orcid o = new Orcid();
 		o.name = oname;
 		o.surname = osurname;
 		o.creditname = ocreditName;
-		o.otherNames = getoOtherNames;
+		o.otherNames = oOtherNames;
-
 		return o;
 	}
 

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/model/Result.java

@@ -21,6 +21,19 @@ public class Result implements Serializable {
 		return r;
 	}
 
+	public static Result fromAuthor(Author p) {
+		Result r = new Result();
+		r.deletedbyinference = p.getDeletedbyinference();
+		r.id = p.getId();
+		r.cf = p.getCf();
+		r.pid = p.getPid();
+		r.name = p.getName();
+		r.surname = p.getSurname();
+		r.fullname = p.getFullname();
+
+		return r;
+	}
+
 	public Boolean getDeletedbyinference() {
 		return deletedbyinference;
 	}

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/ircdl_extention/model/ShuffleInfo.java

@@ -15,6 +15,15 @@ public class ShuffleInfo implements Serializable {
 	private List<String> oOtherNames;
 	private String orcid;
 	private String id;
+	private String pid;
+
+	public String getPid() {
+		return pid;
+	}
+
+	public void setPid(String pid) {
+		this.pid = pid;
+	}
 
 	public String getAname() {
 		return aname;
@@ -98,7 +107,7 @@ public class ShuffleInfo implements Serializable {
 	}
 
 	public static ShuffleInfo newInstance(String aname, String asurname, String afullname, String id, String oname,
-		String osurname, String ocredtname, List<String> oOthername) {
+		String osurname, String ocredtname, List<String> oOthername, String orcid, String pid) {
 		ShuffleInfo si = new ShuffleInfo();
 		si.afullname = afullname;
 		si.aname = aname;
@@ -108,6 +117,8 @@ public class ShuffleInfo implements Serializable {
 		si.osurname = osurname;
 		si.ocreditName = ocredtname;
 		si.oOtherNames = oOthername;
+		si.orcid = orcid;
+		si.pid = pid;
 		return si;
 	}
 

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

@@ -73,6 +73,7 @@
             <arg>--inputPath</arg><arg>${inputPath}/publication</arg>
             <arg>--resultClass</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
             <arg>--outputPath</arg><arg>${workingDir}/GRAPH/publicationsWithOrcid</arg>
+
         </spark>
         <ok to="wait_prepare_result"/>
         <error to="Kill"/>
@@ -98,6 +99,7 @@
             <arg>--inputPath</arg><arg>${inputPath}/dataset</arg>
             <arg>--resultClass</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
             <arg>--outputPath</arg><arg>${workingDir}/GRAPH/datasetWithOrcid</arg>
+
         </spark>
         <ok to="wait_prepare_result"/>
         <error to="Kill"/>
@@ -123,6 +125,7 @@
             <arg>--inputPath</arg><arg>${inputPath}/software</arg>
             <arg>--resultClass</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
             <arg>--outputPath</arg><arg>${workingDir}/GRAPH/softwareWithOrcid</arg>
+
         </spark>
         <ok to="wait_prepare_result"/>
         <error to="Kill"/>
@@ -148,6 +151,7 @@
             <arg>--inputPath</arg><arg>${inputPath}/otherresearchproduct</arg>
             <arg>--resultClass</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
             <arg>--outputPath</arg><arg>${workingDir}/GRAPH/otherWithOrcid</arg>
+
         </spark>
         <ok to="wait_prepare_result"/>
         <error to="Kill"/>
@@ -156,6 +160,7 @@
 
     <join name="wait_prepare_result" to="normalize_result"/>
 
+
     <action name="normalize_result">
         <spark xmlns="uri:oozie:spark-action:0.2">
             <master>yarn</master>
@@ -176,6 +181,31 @@
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/</arg>
             <arg>--outputPath</arg><arg>${workingDir}/GRAPH/Normalized/</arg>
         </spark>
+        <ok to="select_only_author_with_orcid"/>
+        <error to="Kill"/>
+    </action>
+
+
+    <action name="select_only_author_with_orcid">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>PrepareResult</name>
+            <class>eu.dnetlib.dhp.ircdl_extention.SelectAuthorWithOrcidOnlySpark</class>
+            <jar>dhp-aggregation-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-cores=${sparkExecutorCores}
+                --executor-memory=${sparkExecutorMemory}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.shuffle.partitions=3840
+            </spark-opts>
+            <arg>--inputPath</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
+            <arg>--outputPath</arg><arg>${workingDir}/GRAPH/Normalized/ResultWithOrcid/</arg>
+        </spark>
         <ok to="fork_get_result_info"/>
         <error to="Kill"/>
     </action>
@@ -322,6 +352,7 @@
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/InstRepo/</arg>
             <arg>--outputPath</arg><arg>${outputPath}/InstRepo/</arg>
             <arg>--orcidPath</arg><arg>${workingDir}/ORCID/entrySetMayNormalized/</arg>
+            <arg>--ap</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
         </spark>
         <ok to="jojn_wrong"/>
         <error to="Kill"/>
@@ -344,8 +375,9 @@
                 --conf spark.sql.shuffle.partitions=3840
             </spark-opts>
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/Datacite/allDatacite/</arg>
-            <arg>--outputPath</arg><arg>${outputPath}</arg>
+            <arg>--outputPath</arg><arg>${outputPath}/Datacite/</arg>
             <arg>--orcidPath</arg><arg>${workingDir}/ORCID/entrySetMayNormalized/</arg>
+            <arg>--ap</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
         </spark>
         <ok to="jojn_wrong"/>
         <error to="Kill"/>
@@ -371,6 +403,7 @@
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/Crossref/</arg>
             <arg>--outputPath</arg><arg>${outputPath}/Crossref/</arg>
             <arg>--orcidPath</arg><arg>${workingDir}/ORCID/entrySetMayNormalized/</arg>
+            <arg>--ap</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
         </spark>
         <ok to="jojn_wrong"/>
         <error to="Kill"/>
@@ -396,6 +429,7 @@
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/AllTheRest/</arg>
             <arg>--outputPath</arg><arg>${outputPath}/AllTheRest/</arg>
             <arg>--orcidPath</arg><arg>${workingDir}/ORCID/entrySetMayNormalized/</arg>
+            <arg>--ap</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
         </spark>
         <ok to="jojn_wrong"/>
         <error to="Kill"/>
@@ -421,6 +455,7 @@
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/Datacite/Zenodo/</arg>
             <arg>--outputPath</arg><arg>${outputPath}/Zenodo/</arg>
             <arg>--orcidPath</arg><arg>${workingDir}/ORCID/entrySetMayNormalized/</arg>
+            <arg>--ap</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
         </spark>
         <ok to="jojn_wrong"/>
         <error to="Kill"/>
@@ -445,6 +480,7 @@
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/Datacite/Figshare/</arg>
             <arg>--outputPath</arg><arg>${outputPath}/Figshare/</arg>
             <arg>--orcidPath</arg><arg>${workingDir}/ORCID/entrySetMayNormalized/</arg>
+            <arg>--ap</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
         </spark>
         <ok to="jojn_wrong"/>
         <error to="Kill"/>
@@ -469,6 +505,7 @@
             <arg>--inputPath</arg><arg>${workingDir}/GRAPH/Datacite/Dryad/</arg>
             <arg>--outputPath</arg><arg>${outputPath}/Dryad/</arg>
             <arg>--orcidPath</arg><arg>${workingDir}/ORCID/entrySetMayNormalized/</arg>
+            <arg>--ap</arg><arg>${workingDir}/GRAPH/Normalized/ResultAuthorNormalized/</arg>
         </spark>
         <ok to="jojn_wrong"/>
         <error to="Kill"/>

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/ircdl_extention/prepare_result_parameters.json

@@ -21,6 +21,6 @@
     "paramName": "rc",
     "paramLongName": "resultClass",
     "paramDescription": "the path of the new ActionSet",
-    "paramRequired": true
+    "paramRequired": false
   }
 ]

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/ircdl_extention/wrong_orcid_parameters.json

@@ -22,5 +22,11 @@
     "paramLongName": "inputPath",
     "paramDescription": "thepath of the new ActionSet",
     "paramRequired": true
+  },
+  {
+    "paramName": "ap",
+    "paramLongName": "authorPath",
+    "paramDescription": "thepath of the new ActionSet",
+    "paramRequired": true
   }
 ]

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/ircdl_extention/WrongOrcidTest.java

@@ -3,13 +3,21 @@ package eu.dnetlib.dhp.ircdl_extention;
 
 import java.util.ArrayList;
 import java.util.Arrays;
+import java.util.List;
+import java.util.Optional;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
 
 import org.apache.neethi.Assertion;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
 
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.jayway.jsonpath.WriteContext;
+
 import eu.dnetlib.dhp.ircdl_extention.model.Orcid;
 import eu.dnetlib.dhp.ircdl_extention.model.Result;
+import eu.dnetlib.dhp.ircdl_extention.model.ShuffleInfo;
 import scala.Tuple2;
 
 public class WrongOrcidTest {
@@ -53,7 +61,7 @@ public class WrongOrcidTest {
 								.newInstance(
 									"satrajit", "ghosh",
 									"satra",
-																Arrays.asList("satra","satrajit s ghosh")))));
+									Arrays.asList("satra", "satrajit s ghosh")))));
 
 	}
 
@@ -68,7 +76,7 @@ public class WrongOrcidTest {
 								.newInstance(
 									"satrajit", "ghosh",
 									"satra",
-																Arrays.asList("satra","satrajit s ghosh")))));
+									Arrays.asList("satra", "satrajit s ghosh")))));
 
 	}
 
@@ -87,9 +95,186 @@ public class WrongOrcidTest {
 
 	}
 
+	@Test
+	public void wrongOrcidFalse5() throws Exception {
+		Assertions
+			.assertTrue(
+				Utils
+					.filterFunction(
+						new Tuple2<>(Result.newInstance("domingues af"),
+							Orcid
+								.newInstance(
+									"allysson", "domingues",
+									"allysson f domingues",
+									new ArrayList<>()))));
 
+	}
 
+	@Test
+	public void wrongOrcidFalseConservative() throws Exception {
+		Assertions
+			.assertTrue(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("veigas pires cristina"),
+							Orcid
+								.newInstance(
+									"cristina", "veiga pires", "c veiga pires",
+									Arrays.asList("c c veiga pires")))));
 
+	}
 
+	@Test
+	public void wrongOrcidFalseConservative2() throws Exception {
+		Assertions
+			.assertTrue(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("yushkevich p"),
+							Orcid
+								.newInstance(
+									"paul", "yushkevich", "paul a yushkevich",
+									new ArrayList<>()))));
 
+	}
+
+	@Test
+	public void wrongOrcidFalseConservative3() throws Exception {
+		Assertions
+			.assertTrue(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("ghosh ss"),
+							Orcid
+								.newInstance(
+									"satrajit", "ghosh",
+									"satra",
+									Arrays.asList("satra", "satrajit s ghosh")))));
+
+	}
+
+	@Test
+	public void wrongOrcidTrueConservative() throws Exception {
+		Assertions
+			.assertFalse(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("kluft lukas"),
+							Orcid
+								.newInstance(
+									"satrajit", "ghosh",
+									"satra",
+									Arrays.asList("satra", "satrajit s ghosh")))));
+
+	}
+
+	@Test
+	public void wrongOrcidFalseConservative4() throws Exception {
+		Assertions
+			.assertTrue(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("schulz s a"),
+							Orcid
+								.newInstance(
+									"sebastian", "schulz",
+									"sebastian a schulz",
+									new ArrayList<>()))));
+
+	}
+
+	@Test
+	public void wrongOrcidFalseConservative5() throws Exception {
+		Assertions
+			.assertTrue(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("domingues af"),
+							Orcid
+								.newInstance(
+									"allysson", "domingues",
+									"allysson f domingues",
+									new ArrayList<>()))));
+
+	}
+
+	@Test
+	public void wrongOrcidTrueConservative2() throws Exception {
+		Assertions
+			.assertFalse(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("figueiredo pontes lorena lobo de"),
+							Orcid
+								.newInstance(
+									"moyses", "soares",
+									"moyses antonio porto soares",
+									new ArrayList<>()))));
+
+	}
+
+	@Test
+	public void wrongOrcidFalseConservative6() throws Exception {
+		Assertions
+			.assertTrue(
+				Utils
+					.conservativeFilterFunction(
+						new Tuple2<>(Result.newInstance("da luz geraldo eduardo"),
+							Orcid
+								.newInstance(
+									"geraldo", "luz jr",
+									"luz jr g e",
+									new ArrayList<>()))));
+
+	}
+
+	@Test
+	public void testShuffle() throws Exception {
+
+		List<ShuffleInfo> shuffleInfoList = new ArrayList<>();
+
+		shuffleInfoList
+			.add(
+				ShuffleInfo
+					.newInstance(
+						"Miriam", "Baglioni", "Miriam Baglioni", "50|fake_1",
+						"Alessia", "Bardi", "", new ArrayList<String>(), "orcid_alessia"));
+		shuffleInfoList.add(ShuffleInfo.newInstance("Alessia", "Bardi", "Alessia Bardi", "50|fake_1"));
+		shuffleInfoList.add(ShuffleInfo.newInstance("Miriam", "Baglioni", "Miriam Baglioni", "50|fake_1"));
+		shuffleInfoList
+			.add(
+				ShuffleInfo
+					.newInstance(
+						"Alessia", "Bardi", "Alessia Bardi", "50|fake_1",
+						"Miriam", "Baglioni", "", new ArrayList<String>(), "orcid_miriam"));
+		shuffleInfoList.add(ShuffleInfo.newInstance("Claudio", "Atzori", "Claudio Atzori", "50|fake_1"));
+
+		List<ShuffleInfo> tmp = shuffleInfoList
+			.stream()
+			.filter(e -> Optional.ofNullable(e.getOrcid()).isPresent())
+			.collect(Collectors.toList());
+		int count = 0;
+		for (ShuffleInfo e : tmp) {
+			if (verifyShuffle(e, shuffleInfoList))
+				count++;
+
+		}
+
+		System.out.println(count);
+	}
+
+	private boolean verifyShuffle(ShuffleInfo e, List<ShuffleInfo> shuffleInfoList) {
+		return shuffleInfoList.stream().anyMatch(si -> {
+			try {
+				final Orcid orcid = Orcid
+					.newInstance(e.getOname(), e.getOsurname(), e.getOcreditName(), e.getoOtherNames());
+				return Utils
+					.filterFunction(
+						new Tuple2<>(Result.newInstance(si.getAfullname()), orcid));
+			} catch (JsonProcessingException ex) {
+				ex.printStackTrace();
+			}
+			return false;
+		});
+	}
 }

dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/ircdl_extention/shuffle.json

@@ -0,0 +1,4 @@
+{"aname":"Miriam", "asurname":"Baglioni", "afullname":"Miriam Baglioni","oname": "Alessia","osurname": "Bardi","ocreditName": "", "oOtherNames": [],"orcid": "orcid_alessia","id": "50|fake1"}
+{"aname":"Alessia", "asurname":"Bardi", "afullname":"Alessia Bardi","oname": null,"osurname": null,"ocreditName": null, "oOtherNames": null,"orcid": null,"id": "50|fake1"}
+{"aname":"Claudio", "asurname":"Atzori", "afullname":"Claudio Atzori","oname": null,"osurname": null,"ocreditName": null, "oOtherNames": null,"orcid": null,"id": "50|fake1"}
+{"aname":"Alessia", "asurname":"Bardi", "afullname":"Alessia Bardi","oname": "Miriam","osurname": "Baglioni","ocreditName": "", "oOtherNames": [],"orcid": "orcid_miriam","id": "50|fake1"}