hostedbymap

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

@@ -38,8 +38,7 @@ import scala.Tuple2;
 /**
  * Groups the graph content by entity identifier to ensure ID uniqueness
  */
-public class
+public class GroupEntitiesSparkJob {
-GroupEntitiesSparkJob {
 
 	private static final Logger log = LoggerFactory.getLogger(GroupEntitiesSparkJob.class);
 

dhp-workflows/dhp-doiboost/src/main/java/eu/dnetlib/doiboost/DoiBoostMappingUtil.scala

@@ -245,6 +245,8 @@ object DoiBoostMappingUtil {
       if (item != null) {
         hb.setValue(item.officialname)
         hb.setKey(generateDSId(item.id))
+        //TODO replace with the one above as soon as  the new HBM will be used
+        //hb.setKey(item.id)
         if (item.openAccess) {
           i.setAccessright(getOpenAccessQualifier())
           i.getAccessright.setOpenAccessRoute(OpenAccessRoute.gold)

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostebymap/Aggregators.scala

@@ -1,54 +0,0 @@
-package eu.dnetlib.dhp.oa.graph.hostebymap
-
-import org.apache.spark.sql.{Dataset, Encoder, Encoders, TypedColumn}
-import org.apache.spark.sql.expressions.Aggregator
-
-
-case class HostedByItemType(id: String, officialname: String, issn: String, eissn: String, lissn: String, openAccess: Boolean) {}
-case class HostedByInfo(id: String, officialname: String, journal_id: String, provenance : String, id_type: String) {}
-
-object Aggregators {
-
-
-
-  def getId(s1:String, s2:String) : String = {
-    if (!s1.equals("")){
-      return s1}
-    s2
-  }
-
-
-  def createHostedByItemTypes(df: Dataset[HostedByItemType]): Dataset[HostedByItemType] = {
-      val transformedData : Dataset[HostedByItemType] = df
-          .groupByKey(_.id)(Encoders.STRING)
-        .agg(Aggregators.hostedByAggregator)
-          .map{
-            case (id:String , res:HostedByItemType) => res
-          }(Encoders.product[HostedByItemType])
-
-    transformedData
-    }
-
-  val hostedByAggregator: TypedColumn[HostedByItemType, HostedByItemType] = new Aggregator[HostedByItemType, HostedByItemType, HostedByItemType] {
-    override def zero: HostedByItemType = HostedByItemType("","","","","",false)
-    override def reduce(b: HostedByItemType, a:HostedByItemType): HostedByItemType = {
-      return merge(b, a)
-    }
-    override def merge(b1: HostedByItemType, b2: HostedByItemType): HostedByItemType = {
-      if (b1 == null){
-        return b2
-      }
-      if(b2 == null){
-        return b1
-      }
-
-      HostedByItemType(getId(b1.id, b2.id), getId(b1.officialname, b2.officialname),  getId(b1.issn, b2.issn), getId(b1.eissn, b2.eissn), getId(b1.lissn, b2.lissn), b1.openAccess || b2.openAccess)
-
-    }
-    override def finish(reduction: HostedByItemType): HostedByItemType = reduction
-    override def bufferEncoder: Encoder[HostedByItemType] = Encoders.product[HostedByItemType]
-
-    override def outputEncoder: Encoder[HostedByItemType] = Encoders.product[HostedByItemType]
-  }.toColumn
-
-}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostebymap/Constants.java

@@ -1,15 +0,0 @@
-package eu.dnetlib.dhp.oa.graph.hostebymap;
-
-public class Constants {
-
-
-
-    public static final String OPENAIRE = "openaire";
-    public static final String DOAJ = "doaj";
-    public static final String UNIBI = "unibi";
-
-
-    public static final String ISSN = "issn";
-    public static final String EISSN = "eissn";
-    public static final String ISSNL = "issnl";
-}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostebymap/GetCSV.java

@@ -1,111 +0,0 @@
-package eu.dnetlib.dhp.oa.graph.hostebymap;
-
-import com.fasterxml.jackson.core.JsonProcessingException;
-import com.fasterxml.jackson.databind.ObjectMapper;
-import com.opencsv.bean.CsvToBeanBuilder;
-import eu.dnetlib.dhp.oa.graph.hostebymap.model.UnibiGoldModel;
-import org.apache.commons.io.IOUtils;
-import org.apache.commons.logging.Log;
-import org.apache.commons.logging.LogFactory;
-
-import org.apache.hadoop.conf.Configuration;
-import eu.dnetlib.dhp.application.ArgumentApplicationParser;
-import org.apache.hadoop.fs.FSDataOutputStream;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-
-import java.io.*;
-import java.net.URL;
-import java.net.URLConnection;
-import java.nio.charset.Charset;
-import java.nio.charset.StandardCharsets;
-import java.util.List;
-import java.util.Optional;
-
-public class GetCSV {
-    private static final Log log = LogFactory.getLog(eu.dnetlib.dhp.oa.graph.hostebymap.GetCSV.class);
-
-    public static void main(final String[] args) throws Exception {
-        final ArgumentApplicationParser parser = new ArgumentApplicationParser(
-                IOUtils
-                        .toString(
-                                GetCSV.class
-                                        .getResourceAsStream(
-                                                "/eu/dnetlib/dhp/oa/graph/hostedbymap/download_csv_parameters.json")));
-
-        parser.parseArgument(args);
-
-        final String fileURL = parser.get("fileURL");
-        final String hdfsPath = parser.get("hdfsPath");
-        final String hdfsNameNode = parser.get("hdfsNameNode");
-        final String classForName = parser.get("classForName");
-        final Boolean shouldReplace = Optional.ofNullable((parser.get("replace")))
-                .map(Boolean::valueOf)
-                .orElse(false);
-
-
-        URLConnection connection = new URL(fileURL).openConnection();
-        connection.setRequestProperty("User-Agent", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.95 Safari/537.11");
-        connection.connect();
-
-        BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream(), Charset.forName("UTF-8")));
-
-        if(shouldReplace){
-            PrintWriter writer = new PrintWriter(new BufferedWriter(new FileWriter("/tmp/DOAJ.csv")));
-            String line = null;
-            while((line = in.readLine())!= null){
-                writer.println(line.replace("\\\"", "\""));
-            }
-            writer.close();
-            in.close();
-            in = new BufferedReader(new FileReader("/tmp/DOAJ.csv"));
-        }
-
-        Configuration conf = new Configuration();
-        conf.set("fs.defaultFS", hdfsNameNode);
-
-        FileSystem fileSystem = FileSystem.get(conf);
-        Path hdfsWritePath = new Path(hdfsPath);
-        FSDataOutputStream fsDataOutputStream = null;
-        if (fileSystem.exists(hdfsWritePath)) {
-            fileSystem.delete(hdfsWritePath, false);
-        }
-        fsDataOutputStream = fileSystem.create(hdfsWritePath);
-
-        BufferedWriter writer = new BufferedWriter(new OutputStreamWriter(fsDataOutputStream, StandardCharsets.UTF_8));
-
-        Class<?> clazz = Class.forName(classForName);
-
-        ObjectMapper mapper = new ObjectMapper();
-
-        new CsvToBeanBuilder(in)
-                .withType(clazz)
-                .withMultilineLimit(1)
-                .build()
-                .parse()
-        .forEach(line -> {
-            try {
-                writer.write(mapper.writeValueAsString(line));
-                writer.newLine();
-            } catch (IOException e) {
-                throw new RuntimeException(e);
-            }
-        });
-
-
-
-        writer.close();
-        in.close();
-        if(shouldReplace){
-            File f = new File("/tmp/DOAJ.csv");
-            f.delete();
-        }
-
-
-    }
-
-
-
-
-}
-

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostebymap/model/DOAJModel.java

@@ -1,53 +0,0 @@
-package eu.dnetlib.dhp.oa.graph.hostebymap.model;
-
-import java.io.Serializable;
-
-import com.opencsv.bean.CsvBindByName;
-
-
-public class DOAJModel implements Serializable {
-    @CsvBindByName(column = "Journal title")
-    private String journalTitle;
-
-    @CsvBindByName(column = "Journal ISSN (print version)")
-    private String issn ;
-
-    @CsvBindByName(column = "Journal EISSN (online version)")
-    private String eissn;
-
-    @CsvBindByName(column = "Review process")
-    private String reviewProcess;
-
-
-    public String getJournalTitle() {
-        return journalTitle;
-    }
-
-    public void setJournalTitle(String journalTitle) {
-        this.journalTitle = journalTitle;
-    }
-
-    public String getIssn() {
-        return issn;
-    }
-
-    public void setIssn(String issn) {
-        this.issn = issn;
-    }
-
-    public String getEissn() {
-        return eissn;
-    }
-
-    public void setEissn(String eissn) {
-        this.eissn = eissn;
-    }
-
-    public String getReviewProcess() {
-        return reviewProcess;
-    }
-
-    public void setReviewProcess(String reviewProcess) {
-        this.reviewProcess = reviewProcess;
-    }
-}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostebymap/model/UnibiGoldModel.java

@@ -1,44 +0,0 @@
-package eu.dnetlib.dhp.oa.graph.hostebymap.model;
-
-import com.opencsv.bean.CsvBindByName;
-
-import java.io.Serializable;
-
-public class UnibiGoldModel implements Serializable {
-    @CsvBindByName(column = "ISSN")
-    private String issn;
-    @CsvBindByName(column = "ISSN_L")
-    private String issn_l;
-    @CsvBindByName(column = "TITLE")
-    private String title;
-    @CsvBindByName(column = "TITLE_SOURCE")
-    private String title_source;
-
-    public String getIssn() {
-        return issn;
-    }
-
-    public void setIssn(String issn) {
-        this.issn = issn;
-    }
-
-    public String getIssn_l() {
-        return issn_l;
-    }
-
-    public String getTitle() {
-        return title;
-    }
-
-    public void setTitle(String title) {
-        this.title = title;
-    }
-
-    public String getTitle_source() {
-        return title_source;
-    }
-
-    public void setTitle_source(String title_source) {
-        this.title_source = title_source;
-    }
-}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostedbymap/Aggregators.scala

@@ -0,0 +1,97 @@
+package eu.dnetlib.dhp.oa.graph.hostedbymap
+
+import org.apache.spark.sql.{Dataset, Encoder, Encoders, TypedColumn}
+import org.apache.spark.sql.expressions.Aggregator
+
+
+case class HostedByItemType(id: String, officialname: String, issn: String, eissn: String, lissn: String, openAccess: Boolean) {}
+case class HostedByInfo(id: String, officialname: String, journal_id: String, provenance : String, id_type: String) {}
+
+object Aggregators {
+
+
+
+  def getId(s1:String, s2:String) : String = {
+    if (s1.startsWith("10|")){
+      return s1}
+    s2
+  }
+
+  def getValue(s1:String, s2:String) : String = {
+    if(!s1.equals("")){
+      return s1
+    }
+    s2
+  }
+
+
+  def createHostedByItemTypes(df: Dataset[HostedByItemType]): Dataset[HostedByItemType] = {
+      val transformedData : Dataset[HostedByItemType] = df
+          .groupByKey(_.id)(Encoders.STRING)
+        .agg(Aggregators.hostedByAggregator)
+          .map{
+            case (id:String , res:HostedByItemType) => res
+          }(Encoders.product[HostedByItemType])
+
+    transformedData
+    }
+
+  val hostedByAggregator: TypedColumn[HostedByItemType, HostedByItemType] = new Aggregator[HostedByItemType, HostedByItemType, HostedByItemType] {
+    override def zero: HostedByItemType = HostedByItemType("","","","","",false)
+    override def reduce(b: HostedByItemType, a:HostedByItemType): HostedByItemType = {
+      return merge(b, a)
+    }
+    override def merge(b1: HostedByItemType, b2: HostedByItemType): HostedByItemType = {
+      if (b1 == null){
+        return b2
+      }
+      if(b2 == null){
+        return b1
+      }
+
+      HostedByItemType(getId(b1.id, b2.id), getId(b1.officialname, b2.officialname),  getId(b1.issn, b2.issn), getId(b1.eissn, b2.eissn), getId(b1.lissn, b2.lissn), b1.openAccess || b2.openAccess)
+
+    }
+    override def finish(reduction: HostedByItemType): HostedByItemType = reduction
+    override def bufferEncoder: Encoder[HostedByItemType] = Encoders.product[HostedByItemType]
+
+    override def outputEncoder: Encoder[HostedByItemType] = Encoders.product[HostedByItemType]
+  }.toColumn
+
+  def explodeHostedByItemType(df: Dataset[(String, HostedByItemType)]): Dataset[(String, HostedByItemType)] = {
+    val transformedData : Dataset[(String, HostedByItemType)] = df
+      .groupByKey(_._1)(Encoders.STRING)
+      .agg(Aggregators.hostedByAggregator1)
+      .map{
+        case (id:String , res:(String, HostedByItemType)) => res
+      }(Encoders.tuple(Encoders.STRING, Encoders.product[HostedByItemType]))
+
+    transformedData
+  }
+
+  val hostedByAggregator1: TypedColumn[(String, HostedByItemType), (String, HostedByItemType)] = new Aggregator[(String, HostedByItemType), (String, HostedByItemType), (String, HostedByItemType)] {
+    override def zero: (String, HostedByItemType) = ("", HostedByItemType("","","","","",false))
+    override def reduce(b: (String, HostedByItemType), a:(String,HostedByItemType)): (String, HostedByItemType) = {
+      return merge(b, a)
+    }
+    override def merge(b1: (String, HostedByItemType), b2: (String, HostedByItemType)): (String, HostedByItemType) = {
+      if (b1 == null){
+        return b2
+      }
+      if(b2 == null){
+        return b1
+      }
+      if(b1._2.id.startsWith("10|")){
+        return (b1._1, HostedByItemType(b1._2.id, b1._2.officialname, b1._2.issn, b1._2.eissn, b1._2.lissn, b1._2.openAccess || b2._2.openAccess))
+
+      }
+      return (b2._1, HostedByItemType(b2._2.id, b2._2.officialname, b2._2.issn, b2._2.eissn, b2._2.lissn, b1._2.openAccess || b2._2.openAccess))
+
+    }
+    override def finish(reduction: (String,HostedByItemType)): (String, HostedByItemType) = reduction
+    override def bufferEncoder: Encoder[(String,HostedByItemType)] = Encoders.tuple(Encoders.STRING,Encoders.product[HostedByItemType])
+
+    override def outputEncoder: Encoder[(String,HostedByItemType)] = Encoders.tuple(Encoders.STRING,Encoders.product[HostedByItemType])
+  }.toColumn
+
+}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostedbymap/Constants.java

@@ -0,0 +1,13 @@
+
+package eu.dnetlib.dhp.oa.graph.hostedbymap;
+
+public class Constants {
+
+	public static final String OPENAIRE = "openaire";
+	public static final String DOAJ = "doaj";
+	public static final String UNIBI = "unibi";
+
+	public static final String ISSN = "issn";
+	public static final String EISSN = "eissn";
+	public static final String ISSNL = "issnl";
+}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostedbymap/GetCSV.java

@@ -0,0 +1,107 @@
+
+package eu.dnetlib.dhp.oa.graph.hostedbymap;
+
+import java.io.*;
+import java.net.URL;
+import java.net.URLConnection;
+import java.nio.charset.Charset;
+import java.nio.charset.StandardCharsets;
+import java.util.Optional;
+
+import org.apache.commons.io.IOUtils;
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FSDataOutputStream;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.opencsv.bean.CsvToBeanBuilder;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+
+public class GetCSV {
+	private static final Log log = LogFactory.getLog(eu.dnetlib.dhp.oa.graph.hostedbymap.GetCSV.class);
+
+	public static void main(final String[] args) throws Exception {
+		final ArgumentApplicationParser parser = new ArgumentApplicationParser(
+			IOUtils
+				.toString(
+					GetCSV.class
+						.getResourceAsStream(
+							"/eu/dnetlib/dhp/oa/graph/hostedbymap/download_csv_parameters.json")));
+
+		parser.parseArgument(args);
+
+		final String fileURL = parser.get("fileURL");
+		final String hdfsPath = parser.get("workingPath");
+		final String hdfsNameNode = parser.get("hdfsNameNode");
+		final String classForName = parser.get("classForName");
+		final Boolean shouldReplace = Optional
+			.ofNullable((parser.get("replace")))
+			.map(Boolean::valueOf)
+			.orElse(false);
+
+		URLConnection connection = new URL(fileURL).openConnection();
+		connection
+			.setRequestProperty(
+				"User-Agent",
+				"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.95 Safari/537.11");
+		connection.connect();
+
+		BufferedReader in = new BufferedReader(
+			new InputStreamReader(connection.getInputStream(), Charset.forName("UTF-8")));
+
+		if (shouldReplace) {
+			PrintWriter writer = new PrintWriter(new BufferedWriter(new FileWriter("/tmp/DOAJ.csv")));
+			String line = null;
+			while ((line = in.readLine()) != null) {
+				writer.println(line.replace("\\\"", "\""));
+			}
+			writer.close();
+			in.close();
+			in = new BufferedReader(new FileReader("/tmp/DOAJ.csv"));
+		}
+
+		Configuration conf = new Configuration();
+		conf.set("fs.defaultFS", hdfsNameNode);
+
+		FileSystem fileSystem = FileSystem.get(conf);
+		Path hdfsWritePath = new Path(hdfsPath);
+		FSDataOutputStream fsDataOutputStream = null;
+		if (fileSystem.exists(hdfsWritePath)) {
+			fileSystem.delete(hdfsWritePath, false);
+		}
+		fsDataOutputStream = fileSystem.create(hdfsWritePath);
+
+		BufferedWriter writer = new BufferedWriter(new OutputStreamWriter(fsDataOutputStream, StandardCharsets.UTF_8));
+
+		Class<?> clazz = Class.forName(classForName);
+
+		ObjectMapper mapper = new ObjectMapper();
+
+		new CsvToBeanBuilder(in)
+			.withType(clazz)
+			.withMultilineLimit(1)
+			.build()
+			.parse()
+			.forEach(line -> {
+				try {
+					writer.write(mapper.writeValueAsString(line));
+					writer.newLine();
+				} catch (IOException e) {
+					throw new RuntimeException(e);
+				}
+			});
+
+		writer.close();
+		in.close();
+		if (shouldReplace) {
+			File f = new File("/tmp/DOAJ.csv");
+			f.delete();
+		}
+
+	}
+
+}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostedbymap/SparkProduceHostedByMap.scala

@@ -1,17 +1,23 @@
-package eu.dnetlib.dhp.oa.graph.hostebymap
+package eu.dnetlib.dhp.oa.graph.hostedbymap
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser
-import eu.dnetlib.dhp.oa.graph.hostebymap.model.{DOAJModel, UnibiGoldModel}
+import eu.dnetlib.dhp.oa.graph.hostedbymap.model.{DOAJModel, UnibiGoldModel}
-import eu.dnetlib.dhp.schema.oaf.{Datasource}
+import eu.dnetlib.dhp.schema.oaf.Datasource
 import org.apache.commons.io.IOUtils
 import org.apache.spark.SparkConf
 import org.apache.spark.sql.{Dataset, Encoder, Encoders, SaveMode, SparkSession}
 import org.json4s.DefaultFormats
 import org.slf4j.{Logger, LoggerFactory}
-
 import com.fasterxml.jackson.databind.ObjectMapper
+import org.apache.hadoop.conf.Configuration
+import org.apache.hadoop.fs.FileSystem
+import org.apache.hadoop.fs.Path
+import java.io.PrintWriter
 
-object SparkPrepareHostedByMapData {
+import org.apache.hadoop.io.compress.GzipCodec
+
+
+object SparkProduceHostedByMap {
 
 
   implicit val tupleForJoinEncoder: Encoder[(String, HostedByItemType)] = Encoders.tuple(Encoders.STRING, Encoders.product[HostedByItemType])
@@ -37,24 +43,32 @@ object SparkPrepareHostedByMapData {
     }
   }
 
-//  def toHostedByMap(input: HostedByItemType): ListBuffer[String] = {
+  def toHostedByMap(input: (String, HostedByItemType)): String = {
-//    implicit val formats = DefaultFormats
+    import org.json4s.jackson.Serialization
-//    val serializedJSON:String = write(input)
+
-//
+    implicit val formats = org.json4s.DefaultFormats
-//    var hostedBy  = new ListBuffer[String]()
+
-//    if(!input.issn.equals("")){
+    val map: Map [String, HostedByItemType] = Map (input._1 -> input._2 )
-//      hostedBy += "{\"" + input.issn + "\":" + serializedJSON + "}"
+
-//    }
+    Serialization.write(map)
-//    if(!input.eissn.equals("")){
+
-//      hostedBy += "{\"" + input.eissn + "\":" + serializedJSON + "}"
+
-//    }
+  }
-//    if(!input.lissn.equals("")){
+
-//      hostedBy += "{\"" + input.lissn + "\":" + serializedJSON + "}"
+  /**
-//    }
+    *
-//
+  def toHostedByMap(input: Map[String, HostedByItemType]): String = {
-//    hostedBy
+    import org.json4s.jackson.Serialization
-//
+
-//  }
+    implicit val formats = org.json4s.DefaultFormats
+
+
+
+    Serialization.write(input)
+
+
+  }
+    */
 
   def getHostedByItemType(id:String, officialname: String, issn:String, eissn:String, issnl:String, oa:Boolean): HostedByItemType = {
     if(issn != null){
@@ -166,11 +180,31 @@ object SparkPrepareHostedByMapData {
   }
 
 
+
+  def writeToHDFS(input: Array[String], outputPath: String, hdfsNameNode : String):Unit = {
+    val conf = new Configuration()
+
+    conf.set("fs.defaultFS", hdfsNameNode)
+    val fs= FileSystem.get(conf)
+    val output = fs.create(new Path(outputPath))
+    val writer = new PrintWriter(output)
+    try {
+      input.foreach(hbi => writer.println(hbi))
+    }
+    finally {
+      writer.close()
+
+    }
+
+  }
+
+
+
   def main(args: Array[String]): Unit = {
 
     val logger: Logger = LoggerFactory.getLogger(getClass)
     val conf: SparkConf = new SparkConf()
-    val parser = new ArgumentApplicationParser(IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/oa/graph/hostedby/prepare_hostedby_params.json")))
+    val parser = new ArgumentApplicationParser(IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/oa/graph/hostedbymap/hostedby_params.json")))
     parser.parseArgument(args)
     val spark: SparkSession =
       SparkSession
@@ -179,11 +213,10 @@ object SparkPrepareHostedByMapData {
         .appName(getClass.getSimpleName)
         .master(parser.get("master")).getOrCreate()
 
-    import spark.implicits._
 
     val datasourcePath = parser.get("datasourcePath")
     val workingDirPath = parser.get("workingPath")
-
+    val outputPath = parser.get("outputPath")
 
 
     implicit val formats = DefaultFormats
@@ -191,29 +224,15 @@ object SparkPrepareHostedByMapData {
 
     logger.info("Getting the Datasources")
 
-   // val doajDataset: Dataset[DOAJModel] = spark.read.textFile(workingDirPath + "/doaj").as[DOAJModel]
 
-    val dats : Dataset[HostedByItemType] =
+    Aggregators.explodeHostedByItemType(oaHostedByDataset(spark, datasourcePath)
-      oaHostedByDataset(spark, datasourcePath)
       .union(goldHostedByDataset(spark, workingDirPath + "/unibi_gold"))
       .union(doajHostedByDataset(spark, workingDirPath + "/doaj"))
-    dats.flatMap(hbi => toList(hbi))
+      .flatMap(hbi => toList(hbi))).filter(hbi => hbi._2.id.startsWith("10|"))
-      .groupByKey(_._1)
+      .map(hbi => toHostedByMap(hbi))(Encoders.STRING)
+      .rdd.saveAsTextFile(outputPath + "/hostedByMap", classOf[GzipCodec])
 
 
-//
-//
-
-//
-
-//
-//    Aggregators.createHostedByItemTypes(oa.joinWith(doaj, oa.col("journal_id").equalTo(doaj.col("journal_id")), "left")
-//      .joinWith(gold, $"_1.col('journal_id')".equalTo(gold.col("journal_id")), "left").map(toHostedByItemType)
-//      .filter(i => i != null))
-//      .flatMap(toHostedByMap)
-//      .write.mode(SaveMode.Overwrite).save(s"$workingDirPath/HostedByMap")
-//
-//
   }
 
 

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostedbymap/model/DOAJModel.java

@@ -0,0 +1,52 @@
+
+package eu.dnetlib.dhp.oa.graph.hostedbymap.model;
+
+import java.io.Serializable;
+
+import com.opencsv.bean.CsvBindByName;
+
+public class DOAJModel implements Serializable {
+	@CsvBindByName(column = "Journal title")
+	private String journalTitle;
+
+	@CsvBindByName(column = "Journal ISSN (print version)")
+	private String issn;
+
+	@CsvBindByName(column = "Journal EISSN (online version)")
+	private String eissn;
+
+	@CsvBindByName(column = "Review process")
+	private String reviewProcess;
+
+	public String getJournalTitle() {
+		return journalTitle;
+	}
+
+	public void setJournalTitle(String journalTitle) {
+		this.journalTitle = journalTitle;
+	}
+
+	public String getIssn() {
+		return issn;
+	}
+
+	public void setIssn(String issn) {
+		this.issn = issn;
+	}
+
+	public String getEissn() {
+		return eissn;
+	}
+
+	public void setEissn(String eissn) {
+		this.eissn = eissn;
+	}
+
+	public String getReviewProcess() {
+		return reviewProcess;
+	}
+
+	public void setReviewProcess(String reviewProcess) {
+		this.reviewProcess = reviewProcess;
+	}
+}

dhp-workflows/dhp-graph-mapper/src/main/java/eu/dnetlib/dhp/oa/graph/hostedbymap/model/UnibiGoldModel.java

@@ -0,0 +1,45 @@
+
+package eu.dnetlib.dhp.oa.graph.hostedbymap.model;
+
+import java.io.Serializable;
+
+import com.opencsv.bean.CsvBindByName;
+
+public class UnibiGoldModel implements Serializable {
+	@CsvBindByName(column = "ISSN")
+	private String issn;
+	@CsvBindByName(column = "ISSN_L")
+	private String issn_l;
+	@CsvBindByName(column = "TITLE")
+	private String title;
+	@CsvBindByName(column = "TITLE_SOURCE")
+	private String title_source;
+
+	public String getIssn() {
+		return issn;
+	}
+
+	public void setIssn(String issn) {
+		this.issn = issn;
+	}
+
+	public String getIssn_l() {
+		return issn_l;
+	}
+
+	public String getTitle() {
+		return title;
+	}
+
+	public void setTitle(String title) {
+		this.title = title;
+	}
+
+	public String getTitle_source() {
+		return title_source;
+	}
+
+	public void setTitle_source(String title_source) {
+		this.title_source = title_source;
+	}
+}

dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/hostedbymap/download_csv_parameters.json

@@ -0,0 +1,37 @@
+
+[
+
+  {
+    "paramName":"fu",
+    "paramLongName":"fileURL",
+    "paramDescription": "the url to download the csv file ",
+    "paramRequired": true
+  },
+
+  {
+    "paramName":"wp",
+    "paramLongName":"workingPath",
+    "paramDescription": "the path where to find the pre-processed data for unibi gold list and doj artciles",
+    "paramRequired": true
+  },
+  {
+    "paramName": "hnn",
+    "paramLongName": "hdfsNameNode",
+    "paramDescription": "the path used to store the HostedByMap",
+    "paramRequired": true
+  },
+  {
+    "paramName": "cfn",
+    "paramLongName": "classForName",
+    "paramDescription": "true if the spark session is managed, false otherwise",
+    "paramRequired": true
+  },
+  {
+    "paramName": "sr",
+    "paramLongName": "replace",
+    "paramDescription": "true if the input file has to be cleaned before parsing",
+    "paramRequired": false
+  }
+]
+
+

dhp-workflows/dhp-graph-mapper/src/main/resources/eu/dnetlib/dhp/oa/graph/hostedbymap/hostedby_params.json

@@ -0,0 +1,38 @@
+
+[
+
+  {
+    "paramName":"dsp",
+    "paramLongName":"datasourcePath",
+    "paramDescription": "the path to the datasource ",
+    "paramRequired": true
+  },
+
+  {
+    "paramName":"wp",
+    "paramLongName":"workingPath",
+    "paramDescription": "the path where to find the pre-processed data for unibi gold list and doj artciles",
+    "paramRequired": true
+  },
+  {
+    "paramName": "out",
+    "paramLongName": "outputPath",
+    "paramDescription": "the path used to store the HostedByMap",
+    "paramRequired": true
+  },
+  {
+    "paramName": "ssm",
+    "paramLongName": "isSparkSessionManaged",
+    "paramDescription": "true if the spark session is managed, false otherwise",
+    "paramRequired": false
+  },
+  {
+    "paramName": "m",
+    "paramLongName": "master",
+    "paramDescription": "true if the spark session is managed, false otherwise",
+    "paramRequired": true
+  }
+]
+
+
+

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

@@ -0,0 +1,148 @@
+<workflow-app name="hosted_by_map" xmlns="uri:oozie:workflow:0.5">
+
+    <parameters>
+        <property>
+            <name>sourcePath</name>
+            <description>the source path</description>
+        </property>
+        <property>
+            <name>outputPath</name>
+            <description>the output path</description>
+        </property>
+        <property>
+            <name>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>${oozieActionShareLibForSpark2}</value>
+            </property>
+
+        </configuration>
+    </global>
+
+    <start to="reset_outputpath"/>
+
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+
+    <action name="reset_outputpath">
+        <fs>
+            <delete path="${outputPath}"/>
+            <mkdir path="${outputPath}"/>
+        </fs>
+        <ok to="fork_downloads_csv"/>
+        <error to="Kill"/>
+    </action>
+
+
+
+    <fork name="fork_downloads_csv">
+        <path start="download_gold"/>
+        <path start="download_doaj"/>
+    </fork>
+
+    <action name="download_gold">
+        <java>
+            <main-class>eu.dnetlib.dhp.oa.graph.hostedbymap.GetCSV</main-class>
+            <arg>--hdfsNameNode</arg><arg>${nameNode}</arg>
+            <arg>--fileURL</arg><arg>${unibiFileURL}</arg>
+            <arg>--workingPath</arg><arg>${workingDir}/unibi_gold</arg>
+            <arg>--classForName</arg><arg>eu.dnetlib.dhp.oa.graph.hostedbymap.model.UnibiGoldModel</arg>
+        </java>
+        <ok to="join_download"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="download_doaj">
+        <java>
+            <main-class>eu.dnetlib.dhp.oa.graph.hostedbymap.GetCSV</main-class>
+            <arg>--hdfsNameNode</arg><arg>${nameNode}</arg>
+            <arg>--fileURL</arg><arg>${doajFileURL}</arg>
+            <arg>--workingPath</arg><arg>${workingDir}/doaj</arg>
+            <arg>--classForName</arg><arg>eu.dnetlib.dhp.oa.graph.hostedbymap.model.DOAJModel</arg>
+            <arg>--replace</arg><arg>true</arg>
+        </java>
+        <ok to="join_download"/>
+        <error to="Kill"/>
+    </action>
+
+
+
+    <join name="join_download" to="produceHBM"/>
+
+    <action name="produceHBM">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn-cluster</master>
+            <name>Produce the new HostedByMap</name>
+            <class>eu.dnetlib.dhp.oa.graph.hostedbymap.SparkProduceHostedByMap</class>
+            <jar>dhp-graph-mapper-${projectVersion}.jar</jar>
+            <spark-opts>
+                --executor-memory=${sparkExecutorMemory}
+                --executor-cores=${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory}
+                --conf spark.extraListeners=${spark2ExtraListeners}
+                --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
+                --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
+                --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
+                --conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--datasourcePath</arg><arg>${sourcePath}/datasource</arg>
+            <arg>--workingPath</arg><arg>${workingDir}</arg>
+            <arg>--outputPath</arg><arg>${outputPath}</arg>
+            <arg>--master</arg><arg>yarn-cluster</arg>
+        </spark>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
+
+
+
+    <end name="End"/>
+
+</workflow-app>

dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/hostedbymap/TestPreprocess.scala

@@ -1,19 +1,14 @@
 package eu.dnetlib.dhp.oa.graph.hostedbymap
 
-import java.sql.Timestamp
+import eu.dnetlib.dhp.oa.graph.hostedbymap.{Aggregators, Constants, HostedByInfo, HostedByItemType, SparkProduceHostedByMap}
-
-import com.fasterxml.jackson.databind.ObjectMapper
-import eu.dnetlib.dhp.oa.graph.hostebymap.{Constants, HostedByInfo, SparkPrepareHostedByMapData}
 import eu.dnetlib.dhp.schema.oaf.Datasource
 import org.apache.spark.SparkConf
 import org.apache.spark.sql.{Dataset, Encoder, Encoders, SparkSession}
 import org.json4s.DefaultFormats
 import org.junit.jupiter.api.Assertions.{assertNotNull, assertTrue}
 import org.junit.jupiter.api.Test
-import org.slf4j.{Logger, LoggerFactory}
+import org.junit.jupiter.api.Assertions._
-
+import org.json4s.jackson.Serialization.write
-import scala.collection.mutable.ListBuffer
-import scala.io.Source
 
 class TestPreprocess extends java.io.Serializable{
 
@@ -21,19 +16,14 @@ class TestPreprocess extends java.io.Serializable{
   implicit val schema = Encoders.product[HostedByInfo]
 
 
+  def toHBIString (hbi:HostedByItemType): String = {
+    implicit val formats = DefaultFormats
+
+    write(hbi)
+  }
 
   @Test
   def readDatasource():Unit = {
-
-
-    import org.apache.spark.sql.Encoders
-    implicit val formats = DefaultFormats
-
-    val logger: Logger = LoggerFactory.getLogger(getClass)
-    val mapper = new ObjectMapper()
-
-
-
     val conf = new SparkConf()
     conf.setMaster("local[*]")
     conf.set("spark.driver.host", "localhost")
@@ -45,25 +35,29 @@ class TestPreprocess extends java.io.Serializable{
         .getOrCreate()
     val path = getClass.getResource("datasource.json").getPath
 
+    val ds :Dataset[HostedByItemType]= SparkProduceHostedByMap.oaHostedByDataset(spark, path)
 
-    println(SparkPrepareHostedByMapData.oaHostedByDataset(spark, path).count)
+    assertEquals(9,  ds.count)
 
+    assertEquals(8, ds.filter(hbi => !hbi.issn.equals("")).count)
+    assertEquals(5, ds.filter(hbi => !hbi.eissn.equals("")).count)
+    assertEquals(0, ds.filter(hbi => !hbi.lissn.equals("")).count)
 
+    assertEquals(0, ds.filter(hbi => hbi.issn.equals("") && hbi.eissn.equals("") && hbi.lissn.equals("")).count)
 
+    assertTrue(ds.filter(hbi => hbi.issn.equals("0212-8365")).count == 1)
+    assertTrue(ds.filter(hbi => hbi.eissn.equals("2253-900X")).count == 1)
+    assertTrue(ds.filter(hbi => hbi.issn.equals("0212-8365") && hbi.eissn.equals("2253-900X")).count == 1)
+    assertTrue(ds.filter(hbi => hbi.issn.equals("0212-8365") && hbi.officialname.equals("Thémata")).count == 1)
+    assertTrue(ds.filter(hbi => hbi.issn.equals("0212-8365") && hbi.id.equals("10|doajarticles::abbc9265bea9ff62776a1c39785af00c")).count == 1)
+    ds.foreach(hbi => assertTrue(hbi.id.startsWith("10|")))
+    ds.foreach(hbi => println(toHBIString(hbi)))
     spark.close()
   }
 
 
   @Test
   def readGold():Unit = {
-
-    implicit val formats = DefaultFormats
-
-    val logger: Logger = LoggerFactory.getLogger(getClass)
-    val mapper = new ObjectMapper()
-
-
-
     val conf = new SparkConf()
     conf.setMaster("local[*]")
     conf.set("spark.driver.host", "localhost")
@@ -76,23 +70,27 @@ class TestPreprocess extends java.io.Serializable{
     val path = getClass.getResource("unibi_transformed.json").getPath
 
 
-    println(SparkPrepareHostedByMapData.goldHostedByDataset(spark, path).count)
+    val ds :Dataset[HostedByItemType]= SparkProduceHostedByMap.goldHostedByDataset(spark, path)
 
+    assertEquals(29, ds.count)
 
+    assertEquals(29, ds.filter(hbi => !hbi.issn.equals("")).count)
+    assertEquals(0, ds.filter(hbi => !hbi.eissn.equals("")).count)
+    assertEquals(29, ds.filter(hbi => !hbi.lissn.equals("")).count)
+
+    assertEquals(0, ds.filter(hbi => hbi.issn.equals("") && hbi.eissn.equals("") && hbi.lissn.equals("")).count)
+
+    assertTrue(ds.filter(hbi => hbi.issn.equals("2239-6101")).first().officialname.equals("European journal of sustainable development."))
+    assertTrue(ds.filter(hbi => hbi.issn.equals("2239-6101")).first().lissn.equals("2239-5938"))
+    assertTrue(ds.filter(hbi => hbi.issn.equals("2239-6101")).count == 1)
+    ds.foreach(hbi => assertTrue(hbi.id.equals(Constants.UNIBI)))
+    ds.foreach(hbi => println(toHBIString(hbi)))
 
     spark.close()
   }
 
   @Test
   def readDoaj():Unit = {
-
-    implicit val formats = DefaultFormats
-
-    val logger: Logger = LoggerFactory.getLogger(getClass)
-    val mapper = new ObjectMapper()
-
-
-
     val conf = new SparkConf()
     conf.setMaster("local[*]")
     conf.set("spark.driver.host", "localhost")
@@ -104,14 +102,69 @@ class TestPreprocess extends java.io.Serializable{
         .getOrCreate()
     val path = getClass.getResource("doaj_transformed.json").getPath
 
+    val ds :Dataset[HostedByItemType]= SparkProduceHostedByMap.doajHostedByDataset(spark, path)
 
-    println(SparkPrepareHostedByMapData.doajHostedByDataset(spark, path).count)
+    assertEquals(25, ds.count)
 
+    assertEquals(14, ds.filter(hbi => !hbi.issn.equals("")).count)
+    assertEquals(21, ds.filter(hbi => !hbi.eissn.equals("")).count)
+    assertEquals(0, ds.filter(hbi => !hbi.lissn.equals("")).count)
 
+    assertEquals(0, ds.filter(hbi => hbi.issn.equals("") && hbi.eissn.equals("") && hbi.lissn.equals("")).count)
+
+    assertTrue(ds.filter(hbi => hbi.issn.equals("2077-3099")).first().officialname.equals("Journal of Space Technology"))
+    assertTrue(ds.filter(hbi => hbi.issn.equals("2077-3099")).first().eissn.equals("2411-5029"))
+    assertTrue(ds.filter(hbi => hbi.issn.equals("2077-3099")).count == 1)
+    assertTrue(ds.filter(hbi => hbi.eissn.equals("2077-2955")).first().issn.equals(""))
+    ds.foreach(hbi => assertTrue(hbi.id.equals(Constants.DOAJ)))
+    ds.foreach(hbi => println(toHBIString(hbi)))
 
     spark.close()
   }
 
+  @Test
+  def testAggregator() : Unit = {
+
+    val conf = new SparkConf()
+    conf.setMaster("local[*]")
+    conf.set("spark.driver.host", "localhost")
+    val spark: SparkSession =
+      SparkSession
+        .builder()
+        .appName(getClass.getSimpleName)
+        .config(conf)
+        .getOrCreate()
+
+
+    val tmp = SparkProduceHostedByMap.oaHostedByDataset(spark, getClass.getResource("datasource.json").getPath)
+      .union(SparkProduceHostedByMap.goldHostedByDataset(spark,getClass.getResource("unibi_transformed.json").getPath))
+      .union(SparkProduceHostedByMap.doajHostedByDataset(spark, getClass.getResource("doaj_transformed.json").getPath))
+      .flatMap(hbi => SparkProduceHostedByMap.toList(hbi))(Encoders.tuple(Encoders.STRING, Encoders.product[HostedByItemType]))
+
+    assertEquals(106, tmp.count)
+    assertEquals(82, tmp.map(i => i._1)(Encoders.STRING).distinct().count)
+
+
+    val ds :Dataset[(String, HostedByItemType)] = Aggregators.explodeHostedByItemType(SparkProduceHostedByMap.oaHostedByDataset(spark, getClass.getResource("datasource.json").getPath)
+      .union(SparkProduceHostedByMap.goldHostedByDataset(spark,getClass.getResource("unibi_transformed.json").getPath))
+      .union(SparkProduceHostedByMap.doajHostedByDataset(spark, getClass.getResource("doaj_transformed.json").getPath))
+      .flatMap(hbi => SparkProduceHostedByMap.toList(hbi))(Encoders.tuple(Encoders.STRING, Encoders.product[HostedByItemType])))
+
+    assertEquals(82,  ds.count)
+
+    assertEquals(13, ds.filter(i => i._2.id.startsWith("10|")).count)
+
+    assertTrue(ds.filter(i => i._1.equals("2077-3757")).first()._2.id.startsWith("10|"))
+    assertTrue(ds.filter(i => i._1.equals("2077-3757")).first()._2.openAccess)
+    assertEquals(1, ds.filter(i => i._1.equals("2077-3757")).count)
+
+    val hbmap : Dataset[String] = ds.filter(hbi => hbi._2.id.startsWith("10|")).map(SparkProduceHostedByMap.toHostedByMap)(Encoders.STRING)
+
+    hbmap.foreach(entry => println(entry))
+    spark.close()
+
+  }
+
 
 
 

dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/hostedbymap/TestReadCSV.java

@@ -1,26 +1,25 @@
+
 package eu.dnetlib.dhp.oa.graph.hostedbymap;
 
+import java.io.*;
+import java.net.URL;
+import java.net.URLConnection;
+import java.nio.charset.Charset;
+import java.util.List;
+
+import org.junit.jupiter.api.Test;
+
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.opencsv.bean.CsvToBeanBuilder;
-import eu.dnetlib.dhp.oa.graph.hostebymap.GetCSV;
-import eu.dnetlib.dhp.oa.graph.hostebymap.model.UnibiGoldModel;
-import org.junit.jupiter.api.Test;
 
-import java.io.*;
+import eu.dnetlib.dhp.oa.graph.hostedbymap.model.UnibiGoldModel;
-import java.net.MalformedURLException;
-import java.net.URL;
-import java.net.URLConnection;
-import java.nio.charset.Charset;
-import java.nio.charset.StandardCharsets;
-import java.util.List;
 
 public class TestReadCSV {
 
 	@Test
 	public void testCSVUnibi() throws FileNotFoundException {
 
-
 		final String sourcePath = getClass()
 			.getResource("/eu/dnetlib/dhp/oa/graph/hostedbymap/unibiGold.csv")
 			.getPath();
@@ -40,7 +39,6 @@ public class TestReadCSV  {
 			}
 		});
 
-
 	}
 
 	@Test
@@ -52,7 +50,7 @@ public class TestReadCSV  {
 		ObjectMapper mapper = new ObjectMapper();
 
 		new CsvToBeanBuilder(in)
-                .withType(eu.dnetlib.dhp.oa.graph.hostebymap.model.UnibiGoldModel.class)
+			.withType(eu.dnetlib.dhp.oa.graph.hostedbymap.model.UnibiGoldModel.class)
 			.build()
 			.parse()
 			.forEach(line ->
@@ -65,7 +63,6 @@ public class TestReadCSV  {
 				}
 			}
 
-
 			);
 	}
 
@@ -73,10 +70,14 @@ public class TestReadCSV  {
 	public void testCSVUrlDOAJ() throws IOException {
 
 		URLConnection connection = new URL("https://doaj.org/csv").openConnection();
-        connection.setRequestProperty("User-Agent", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.95 Safari/537.11");
+		connection
+			.setRequestProperty(
+				"User-Agent",
+				"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.95 Safari/537.11");
 		connection.connect();
 
-        BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream(), Charset.forName("UTF-8")));
+		BufferedReader in = new BufferedReader(
+			new InputStreamReader(connection.getInputStream(), Charset.forName("UTF-8")));
 		// BufferedReader in = new BufferedReader(new FileReader("/tmp/DOAJ.csv"));
 		PrintWriter writer = new PrintWriter(new BufferedWriter(new FileWriter("/tmp/DOAJ_1.csv")));
 		String line = null;
@@ -88,10 +89,8 @@ public class TestReadCSV  {
 		in = new BufferedReader(new FileReader("/tmp/DOAJ_1.csv"));
 		ObjectMapper mapper = new ObjectMapper();
 
-
-
 		new CsvToBeanBuilder(in)
-                .withType(eu.dnetlib.dhp.oa.graph.hostebymap.model.DOAJModel.class)
+			.withType(eu.dnetlib.dhp.oa.graph.hostedbymap.model.DOAJModel.class)
 			.withMultilineLimit(1)
 			.build()
 			.parse()
@@ -105,7 +104,6 @@ public class TestReadCSV  {
 				}
 			}
 
-
 			);
 	}
 }

dhp-workflows/dhp-graph-mapper/src/test/java/eu/dnetlib/dhp/oa/graph/raw/MappersTest.java

@@ -1,13 +1,13 @@
 
 package eu.dnetlib.dhp.oa.graph.raw;
 
-import com.fasterxml.jackson.databind.ObjectMapper;
+import static org.junit.jupiter.api.Assertions.*;
-import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup;
+import static org.mockito.Mockito.lenient;
-import eu.dnetlib.dhp.oa.graph.clean.GraphCleaningFunctionsTest;
+
-import eu.dnetlib.dhp.schema.common.ModelConstants;
+import java.io.IOException;
-import eu.dnetlib.dhp.schema.oaf.*;
+import java.util.List;
-import eu.dnetlib.dhp.schema.oaf.utils.PidType;
+import java.util.Optional;
-import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
+
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.junit.jupiter.api.BeforeEach;
@@ -16,12 +16,14 @@ import org.junit.jupiter.api.extension.ExtendWith;
 import org.mockito.Mock;
 import org.mockito.junit.jupiter.MockitoExtension;
 
-import java.io.IOException;
+import com.fasterxml.jackson.databind.ObjectMapper;
-import java.util.List;
-import java.util.Optional;
 
-import static org.junit.jupiter.api.Assertions.*;
+import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup;
-import static org.mockito.Mockito.lenient;
+import eu.dnetlib.dhp.oa.graph.clean.GraphCleaningFunctionsTest;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.oaf.*;
+import eu.dnetlib.dhp.schema.oaf.utils.PidType;
+import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
 
 @ExtendWith(MockitoExtension.class)
 public class MappersTest {

dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/hostedbymap/datasourceHostedByItem

@@ -0,0 +1,9 @@
+{"id":"10|doajarticles::0ab37b7620eb9a73ac95d3ca4320c97d","officialname":"Известия высших учебных заведений: Проблемы энергетики","issn":"1998-9903","eissn":"","lissn":"","openAccess":false}
+{"id":"10|doajarticles::abbc9265bea9ff62776a1c39785af00c","officialname":"Thémata","issn":"0212-8365","eissn":"2253-900X","lissn":"","openAccess":false}
+{"id":"10|issn___print::051e86306840dc8255d95c5671e97928","officialname":"Science Technology & Public Policy","issn":"2640-4613","eissn":"","lissn":"","openAccess":false}
+{"id":"10|issn___print::4b2e7f05b6353940e5a7a592f2a87c94","officialname":"Cahiers d’études germaniques","issn":"0751-4239","eissn":"2605-8359","lissn":"","openAccess":false}
+{"id":"10|issn___print::4c950a72660642d69e767d1c2daad4a2","officialname":"Regional Economics Theory and Practice","issn":"2073-1477","eissn":"2311-8733","lissn":"","openAccess":false}
+{"id":"10|issn___print::9241f8ebd40dd55cbb179028b84ebb12","officialname":"Transplantation","issn":"0041-1337","eissn":"","lissn":"","openAccess":false}
+{"id":"10|issn___print::982b4d2537d3f800b596fbec3dae0c7c","officialname":"International Journal of Operations Research and Information Systems","issn":"1947-9328","eissn":"1947-9336","lissn":"","openAccess":false}
+{"id":"10|issn___print::b9faf9c36c47169d4328e586eb62247c","officialname":"Bulletin of the British Mycological Society","issn":"0007-1528","eissn":"","lissn":"","openAccess":false}
+{"id":"10|issn__online::709e633c2ecf46396a4ed1b0096da1d0","officialname":"Journal of Technology and Innovation","issn":"","eissn":"2410-3993","lissn":"","openAccess":false}

dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/hostedbymap/doajHostedByItem

@@ -0,0 +1,25 @@
+{"id":"doaj","officialname":"Lëd i Sneg","issn":"2076-6734","eissn":"2412-3765","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Компьютерные исследования и моделирование","issn":"2076-7633","eissn":"2077-6853","lissn":"","openAccess":true}
+{"id":"doaj","officialname":" Историко-биологические исследования","issn":"2076-8176","eissn":"2500-1221","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Інформаційні технології і засоби навчання","issn":"2076-8184","eissn":"","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Revue Internationale de Pédagogie de l’Enseignement Supérieur","issn":"","eissn":"2076-8427","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Проблемы развития территории","issn":"2076-8915","eissn":"2409-9007","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Rambam Maimonides Medical Journal","issn":"","eissn":"2076-9172","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Membranes","issn":"2077-0375","eissn":"","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Journal of Clinical Medicine","issn":"","eissn":"2077-0383","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Agriculture","issn":"","eissn":"2077-0472","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Standartnye Obrazcy","issn":"2077-1177","eissn":"","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Металл и литье Украины","issn":"2077-1304","eissn":"2706-5529","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Journal of Marine Science and Engineering","issn":"","eissn":"2077-1312","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Religions","issn":"","eissn":"2077-1444","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"GW-Unterricht","issn":"2077-1517","eissn":"2414-4169","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"UCV-Scientia","issn":"2077-172X","eissn":"","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Sovremennye Issledovaniâ Socialʹnyh Problem","issn":"2077-1770","eissn":"2218-7405","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Granì","issn":"2077-1800","eissn":"2413-8738","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Journal of Economics Finance and Administrative Science","issn":"2077-1886","eissn":"2218-0648","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Science Education International","issn":"","eissn":"2077-2327","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Edumecentro","issn":"","eissn":"2077-2874","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Monteverdia","issn":"","eissn":"2077-2890","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Transformación","issn":"","eissn":"2077-2955","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Journal of Space Technology","issn":"2077-3099","eissn":"2411-5029","lissn":"","openAccess":true}
+{"id":"doaj","officialname":"Revue de Primatologie","issn":"","eissn":"2077-3757","lissn":"","openAccess":true}

dhp-workflows/dhp-graph-mapper/src/test/resources/eu/dnetlib/dhp/oa/graph/hostedbymap/unibyHostedByItem

@@ -0,0 +1,29 @@
+{"id":"unibi","officialname":"JIMKESMAS (Jurnal Ilmiah Mahasiswa Kesehatan Masyarakat)","issn":"2502-731X","eissn":"","lissn":"2502-731X","openAccess":true}
+{"id":"unibi","officialname":"Jurnal ilmu informasi, perpustakaan, dan kearsipan","issn":"2502-7409","eissn":"","lissn":"1411-0253","openAccess":true}
+{"id":"unibi","officialname":"At-Tadbir : jurnal ilmiah manajemen","issn":"2502-7433","eissn":"","lissn":"2502-7433","openAccess":true}
+{"id":"unibi","officialname":"Jurnal Kesehatan Panrita Husada.","issn":"2502-745X","eissn":"","lissn":"2502-745X","openAccess":true}
+{"id":"unibi","officialname":"ELang journal (An English Education journal)","issn":"2502-7549","eissn":"","lissn":"2502-7549","openAccess":true}
+{"id":"unibi","officialname":"̒Ulūm-i darmāngāhī-i dāmpizishkī-i Īrān.","issn":"2423-3633","eissn":"","lissn":"2423-3625","openAccess":true}
+{"id":"unibi","officialname":"Pizhūhishnāmah-i  ̒ilm/sanjī.","issn":"2423-5563","eissn":"","lissn":"2423-3773","openAccess":true}
+{"id":"unibi","officialname":"Iranian journal of animal biosystematics.","issn":"1735-434X","eissn":"","lissn":"1735-434X","openAccess":true}
+{"id":"unibi","officialname":"Majallah-i jangal-i Īrān.","issn":"2423-4435","eissn":"","lissn":"2008-6113","openAccess":true}
+{"id":"unibi","officialname":"Ābziyān-i zinatī.","issn":"2423-4575","eissn":"","lissn":"2423-4575","openAccess":true}
+{"id":"unibi","officialname":"Pizhūhishnāmah-i ravābiṭ-i  biyn/al- milal.","issn":"2423-4974","eissn":"","lissn":"2423-4974","openAccess":true}
+{"id":"unibi","officialname":"AIHM journal club.","issn":"2380-0607","eissn":"","lissn":"2380-0607","openAccess":true}
+{"id":"unibi","officialname":"Frontiers.","issn":"1085-4568","eissn":"","lissn":"1085-4568","openAccess":true}
+{"id":"unibi","officialname":"˜The œjournal of contemporary archival studies.","issn":"2380-8845","eissn":"","lissn":"2380-8845","openAccess":true}
+{"id":"unibi","officialname":"International journal of complementary & alternative medicine.","issn":"2381-1803","eissn":"","lissn":"2381-1803","openAccess":true}
+{"id":"unibi","officialname":"Palapala.","issn":"2381-2478","eissn":"","lissn":"2381-2478","openAccess":true}
+{"id":"unibi","officialname":"Asia pacific journal of environment ecology and sustainable development.","issn":"2382-5170","eissn":"","lissn":"2382-5170","openAccess":true}
+{"id":"unibi","officialname":"Majallah-i salāmat va bihdāsht","issn":"2382-9737","eissn":"","lissn":"2382-9737","openAccess":true}
+{"id":"unibi","officialname":"UCT journal of research in science ,engineering and technology","issn":"2382-977X","eissn":"","lissn":"2382-977X","openAccess":true}
+{"id":"unibi","officialname":"Bih/nizhādī-i giyāhān-i zirā̒ī va bāghī.","issn":"2382-9974","eissn":"","lissn":"2382-9974","openAccess":true}
+{"id":"unibi","officialname":"Problemi endokrinnoï patologìï.","issn":"2227-4782","eissn":"","lissn":"2227-4782","openAccess":true}
+{"id":"unibi","officialname":"Jurnal Kebijakan Pembangunan Daerah : Jurnal Penelitian dan Pengembangan Kebijakan Pembangunan Daerah.","issn":"2685-0079","eissn":"","lissn":"2597-4971","openAccess":true}
+{"id":"unibi","officialname":"Hypermedia magazine.","issn":"2574-0075","eissn":"","lissn":"2574-0075","openAccess":true}
+{"id":"unibi","officialname":"˜The œmuseum review.","issn":"2574-0296","eissn":"","lissn":"2574-0296","openAccess":true}
+{"id":"unibi","officialname":"Bioactive compounds in health and disease.","issn":"2574-0334","eissn":"","lissn":"2574-0334","openAccess":true}
+{"id":"unibi","officialname":"Journal of computer science integration.","issn":"2574-108X","eissn":"","lissn":"2574-108X","openAccess":true}
+{"id":"unibi","officialname":"Child and adolescent obesity.","issn":"2574-254X","eissn":"","lissn":"2574-254X","openAccess":true}
+{"id":"unibi","officialname":"Journal of research on the college president.","issn":"2574-3325","eissn":"","lissn":"2574-3325","openAccess":true}
+{"id":"unibi","officialname":"European journal of sustainable development.","issn":"2239-6101","eissn":"","lissn":"2239-5938","openAccess":true}