Merge pull request 'enrichment_country' (#203) from enrichment_country into beta

Looks good to me

Reviewed-on: D-Net/dnet-hadoop#203

dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/countrypropagation/CountrySbs.java

@@ -22,4 +22,11 @@ public class CountrySbs implements Serializable {
 	public void setClassname(String classname) {
 		this.classname = classname;
 	}
+
+	public static CountrySbs newInstance(String classid, String classname) {
+		CountrySbs csbs = new CountrySbs();
+		csbs.classid = classid;
+		csbs.classname = classname;
+		return csbs;
+	}
 }

dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/countrypropagation/DatasourceCountry.java

@@ -22,4 +22,11 @@ public class DatasourceCountry implements Serializable {
 	public void setCountry(CountrySbs country) {
 		this.country = country;
 	}
+
+	public static DatasourceCountry newInstance(String dataSourceId, CountrySbs country) {
+		DatasourceCountry dsc = new DatasourceCountry();
+		dsc.dataSourceId = dataSourceId;
+		dsc.country = country;
+		return dsc;
+	}
 }

dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/countrypropagation/EntityEntityRel.java

@@ -0,0 +1,32 @@
+
+package eu.dnetlib.dhp.countrypropagation;
+
+import java.io.Serializable;
+
+public class EntityEntityRel implements Serializable {
+	private String entity1Id;
+	private String entity2Id;
+
+	public static EntityEntityRel newInstance(String source, String target) {
+		EntityEntityRel dso = new EntityEntityRel();
+		dso.entity1Id = source;
+		dso.entity2Id = target;
+		return dso;
+	}
+
+	public String getEntity1Id() {
+		return entity1Id;
+	}
+
+	public void setEntity1Id(String entity1Id) {
+		this.entity1Id = entity1Id;
+	}
+
+	public String getEntity2Id() {
+		return entity2Id;
+	}
+
+	public void setEntity2Id(String entity2Id) {
+		this.entity2Id = entity2Id;
+	}
+}

dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/countrypropagation/PrepareDatasourceCountryAssociation.java

@@ -2,14 +2,16 @@
 package eu.dnetlib.dhp.countrypropagation;
 
 import static eu.dnetlib.dhp.PropagationConstant.*;
-import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 
 import java.util.Arrays;
 import java.util.List;
-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.ForeachFunction;
+import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SaveMode;
@@ -17,11 +19,15 @@ 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.schema.common.ModelConstants;
 import eu.dnetlib.dhp.schema.oaf.Datasource;
 import eu.dnetlib.dhp.schema.oaf.Organization;
+import eu.dnetlib.dhp.schema.oaf.Qualifier;
 import eu.dnetlib.dhp.schema.oaf.Relation;
+import scala.Tuple2;
 
 /**
  * For the association of the country to the datasource The association is computed only for datasource of specific type
@@ -54,9 +60,8 @@ public class PrepareDatasourceCountryAssociation {
 		log.info("outputPath {}: ", outputPath);
 
 		SparkConf conf = new SparkConf();
-		conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
 
-		runWithSparkHiveSession(
+		runWithSparkSession(
 			conf,
 			isSparkSessionManaged,
 			spark -> {
@@ -77,40 +82,46 @@ public class PrepareDatasourceCountryAssociation {
 		String inputPath,
 		String outputPath) {
 
-		final String whitelisted = whitelist
+		// filtering of the datasource taking only the non deleted by inference and those with the allowed types or
-			.stream()
+		// whose id is in whitelist
-			.map(id -> " d.id = '" + id + "'")
+		Dataset<Datasource> datasource = readPath(spark, inputPath + "/datasource", Datasource.class)
-			.collect(Collectors.joining(" OR "));
+			.filter(
+				(FilterFunction<Datasource>) ds -> !ds.getDataInfo().getDeletedbyinference() &&
+					(allowedtypes.contains(ds.getDatasourcetype().getClassid()) ||
+						whitelist.contains(ds.getId())));
 
-		final String allowed = allowedtypes
+		// filtering of the relations taking the non deleted by inference and those with IsProvidedBy as relclass
-			.stream()
+		Dataset<Relation> relation = readPath(spark, inputPath + "/relation", Relation.class)
-			.map(type -> " d.datasourcetype.classid = '" + type + "'")
+			.filter(
-			.collect(Collectors.joining(" OR "));
+				(FilterFunction<Relation>) rel -> rel.getRelClass().equalsIgnoreCase(ModelConstants.IS_PROVIDED_BY) &&
+					!rel.getDataInfo().getDeletedbyinference());
 
-		Dataset<Datasource> datasource = readPath(spark, inputPath + "/datasource", Datasource.class);
+		// filtering of the organization taking only the non deleted by inference and those with information about the
-		Dataset<Relation> relation = readPath(spark, inputPath + "/relation", Relation.class);
+		// country
-		Dataset<Organization> organization = readPath(spark, inputPath + "/organization", Organization.class);
+		Dataset<Organization> organization = readPath(spark, inputPath + "/organization", Organization.class)
+			.filter(
+				(FilterFunction<Organization>) o -> !o.getDataInfo().getDeletedbyinference() &&
+					o.getCountry().getClassid().length() > 0 &&
+					!o.getCountry().getClassid().equals(ModelConstants.UNKNOWN));
 
-		datasource.createOrReplaceTempView("datasource");
+		// associated the datasource id with the id of the organization providing the datasource
-		relation.createOrReplaceTempView("relation");
+		Dataset<EntityEntityRel> dse = datasource
-		organization.createOrReplaceTempView("organization");
+			.joinWith(relation, datasource.col("id").equalTo(relation.col("source")))
+			.map(
+				(MapFunction<Tuple2<Datasource, Relation>, EntityEntityRel>) t2 -> EntityEntityRel
+					.newInstance(t2._2.getSource(), t2._2.getTarget()),
+				Encoders.bean(EntityEntityRel.class));
 
-		String query = "SELECT source dataSourceId, " +
+		// joins with the information stored in the organization dataset to associate the country to the datasource id
-			"named_struct('classid', country.classid, 'classname', country.classname) country " +
+		dse
-			"FROM datasource d " +
+			.joinWith(organization, dse.col("entity2Id").equalTo(organization.col("id")))
-			"JOIN relation rel " +
+			.map((MapFunction<Tuple2<EntityEntityRel, Organization>, DatasourceCountry>) t2 -> {
-			"ON d.id = rel.source " +
+				Qualifier country = t2._2.getCountry();
-			"JOIN organization o " +
+				return DatasourceCountry
-			"ON o.id = rel.target " +
+					.newInstance(
-			"WHERE rel.datainfo.deletedbyinference = false  " +
+						t2._1.getEntity1Id(),
-			"and lower(rel.relclass) = '" + ModelConstants.IS_PROVIDED_BY.toLowerCase() + "'" +
+						CountrySbs.newInstance(country.getClassid(), country.getClassname()));
-			"and o.datainfo.deletedbyinference = false  " +
+			}, Encoders.bean(DatasourceCountry.class))
-			"and length(o.country.classid) > 0 " +
-			"and (" + allowed + " or " + whitelisted + ")";
-
-		spark
-			.sql(query)
-			.as(Encoders.bean(DatasourceCountry.class))
 			.write()
 			.option("compression", "gzip")
 			.mode(SaveMode.Overwrite)

dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/countrypropagation/PrepareResultCountrySet.java

@@ -3,14 +3,21 @@ package eu.dnetlib.dhp.countrypropagation;
 
 import static eu.dnetlib.dhp.PropagationConstant.*;
 import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
 
 import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.HashSet;
 import java.util.Set;
 import java.util.stream.Collectors;
 
 import org.apache.commons.io.IOUtils;
 import org.apache.hadoop.io.compress.GzipCodec;
 import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.function.FilterFunction;
+import org.apache.spark.api.java.function.FlatMapFunction;
+import org.apache.spark.api.java.function.MapFunction;
+import org.apache.spark.api.java.function.MapGroupsFunction;
 import org.apache.spark.sql.*;
 import org.apache.spark.sql.Dataset;
 import org.slf4j.Logger;
@@ -23,14 +30,6 @@ import scala.Tuple2;
 public class PrepareResultCountrySet {
 	private static final Logger log = LoggerFactory.getLogger(PrepareResultCountrySet.class);
 
-	private static final String RESULT_COUNTRYSET_QUERY = "SELECT id resultId, collect_set(country) countrySet "
-		+ "FROM ( SELECT id, country "
-		+ "FROM datasource_country JOIN cfhb ON cf = dataSourceId "
-		+ "UNION ALL "
-		+ "SELECT id, country FROM datasource_country "
-		+ "JOIN cfhb ON hb = dataSourceId ) tmp "
-		+ "GROUP BY id";
-
 	public static void main(String[] args) throws Exception {
 		String jsonConfiguration = IOUtils
 			.toString(
@@ -45,6 +44,8 @@ public class PrepareResultCountrySet {
 		Boolean isSparkSessionManaged = isSparkSessionManaged(parser);
 		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
+		String workingPath = parser.get("workingPath");
+
 		String inputPath = parser.get("sourcePath");
 		log.info("inputPath: {}", inputPath);
 
@@ -60,9 +61,9 @@ public class PrepareResultCountrySet {
 		Class<? extends Result> resultClazz = (Class<? extends Result>) Class.forName(resultClassName);
 
 		SparkConf conf = new SparkConf();
-		conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
+		// conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
 
-		runWithSparkHiveSession(
+		runWithSparkSession(
 			conf,
 			isSparkSessionManaged,
 			spark -> {
@@ -72,6 +73,7 @@ public class PrepareResultCountrySet {
 					inputPath,
 					outputPath,
 					datasourcecountrypath,
+					workingPath,
 					resultClazz);
 			});
 	}
@@ -81,43 +83,63 @@ public class PrepareResultCountrySet {
 		String inputPath,
 		String outputPath,
 		String datasourcecountrypath,
+		String workingPath,
 		Class<R> resultClazz) {
 
-		Dataset<R> result = readPath(spark, inputPath, resultClazz);
+		// selects all the results non deleted by inference and non invisible
-		result.createOrReplaceTempView("result");
+		Dataset<R> result = readPath(spark, inputPath, resultClazz)
+			.filter(
+				(FilterFunction<R>) r -> !r.getDataInfo().getDeletedbyinference() &&
+					!r.getDataInfo().getInvisible());
 
-		createCfHbforResult(spark);
+		// of the results collects the distinct keys for collected from (at the level of the result) and hosted by
+		// and produces pairs resultId, key for each distinct key associated to the result
+		result.flatMap((FlatMapFunction<R, EntityEntityRel>) r -> {
+			Set<String> cfhb = r.getCollectedfrom().stream().map(cf -> cf.getKey()).collect(Collectors.toSet());
+			cfhb.addAll(r.getInstance().stream().map(i -> i.getHostedby().getKey()).collect(Collectors.toSet()));
+			return cfhb
+				.stream()
+				.map(value -> EntityEntityRel.newInstance(r.getId(), value))
+				.collect(Collectors.toList())
+				.iterator();
+		}, Encoders.bean(EntityEntityRel.class))
+			.write()
+			.mode(SaveMode.Overwrite)
+			.option("compression", "gzip")
+			.json(workingPath + "/resultCfHb");
 
 		Dataset<DatasourceCountry> datasource_country = readPath(spark, datasourcecountrypath, DatasourceCountry.class);
 
-		datasource_country.createOrReplaceTempView("datasource_country");
+		Dataset<EntityEntityRel> cfhb = readPath(spark, workingPath + "/resultCfHb", EntityEntityRel.class);
-
-		spark
-			.sql(RESULT_COUNTRYSET_QUERY)
-			.as(Encoders.bean(ResultCountrySet.class))
-			.toJavaRDD()
-			.mapToPair(value -> new Tuple2<>(value.getResultId(), value))
-			.reduceByKey((a, b) -> {
-				ArrayList<CountrySbs> countryList = a.getCountrySet();
-				Set<String> countryCodes = countryList
-					.stream()
-					.map(CountrySbs::getClassid)
-					.collect(Collectors.toSet());
-				b
-					.getCountrySet()
-					.stream()
-					.forEach(c -> {
-						if (!countryCodes.contains(c.getClassid())) {
-							countryList.add(c);
-							countryCodes.add(c.getClassid());
-						}
 
+		datasource_country
+			.joinWith(
+				cfhb, cfhb
+					.col("entity2Id")
+					.equalTo(datasource_country.col("datasourceId")))
+			.groupByKey(
+				(MapFunction<Tuple2<DatasourceCountry, EntityEntityRel>, String>) t2 -> t2._2().getEntity1Id(),
+				Encoders.STRING())
+			.mapGroups(
+				(MapGroupsFunction<String, Tuple2<DatasourceCountry, EntityEntityRel>, ResultCountrySet>) (k, it) -> {
+					ResultCountrySet rcs = new ResultCountrySet();
+					rcs.setResultId(k);
+					Set<CountrySbs> set = new HashSet<>();
+					Set<String> countryCodes = new HashSet<>();
+					DatasourceCountry first = it.next()._1();
+					countryCodes.add(first.getCountry().getClassid());
+					set.add(first.getCountry());
+					it.forEachRemaining(t2 -> {
+						if (!countryCodes.contains(t2._1().getCountry().getClassid()))
+							set.add(t2._1().getCountry());
 					});
-				a.setCountrySet(countryList);
+					rcs.setCountrySet(new ArrayList<>(set));
-				return a;
+					return rcs;
-			})
+				}, Encoders.bean(ResultCountrySet.class))
-			.map(couple -> OBJECT_MAPPER.writeValueAsString(couple._2()))
+			.write()
-			.saveAsTextFile(outputPath, GzipCodec.class);
+			.mode(SaveMode.Overwrite)
+			.option("compression", "gzip")
+			.json(outputPath);
 	}
 
 }

dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/countrypropagation/SparkCountryPropagationJob.java

@@ -56,12 +56,6 @@ public class SparkCountryPropagationJob {
 		final String resultClassName = parser.get("resultTableName");
 		log.info("resultTableName: {}", resultClassName);
 
-		final Boolean saveGraph = Optional
-			.ofNullable(parser.get("saveGraph"))
-			.map(Boolean::valueOf)
-			.orElse(Boolean.TRUE);
-		log.info("saveGraph: {}", saveGraph);
-
 		Class<? extends Result> resultClazz = (Class<? extends Result>) Class.forName(resultClassName);
 
 		SparkConf conf = new SparkConf();
@@ -75,8 +69,7 @@ public class SparkCountryPropagationJob {
 					sourcePath,
 					preparedInfoPath,
 					outputPath,
-					resultClazz,
+					resultClazz);
-					saveGraph);
 			});
 	}
 
@@ -85,10 +78,8 @@ public class SparkCountryPropagationJob {
 		String sourcePath,
 		String preparedInfoPath,
 		String outputPath,
-		Class<R> resultClazz,
+		Class<R> resultClazz) {
-		boolean saveGraph) {
 
-		if (saveGraph) {
 		log.info("Reading Graph table from: {}", sourcePath);
 		Dataset<R> res = readPath(spark, sourcePath, resultClazz);
 
@@ -105,7 +96,7 @@ public class SparkCountryPropagationJob {
 			.option("compression", "gzip")
 			.mode(SaveMode.Overwrite)
 			.json(outputPath);
-		}
+
 	}
 
 	private static <R extends Result> MapFunction<Tuple2<R, ResultCountrySet>, R> getCountryMergeFn() {

dhp-workflows/dhp-enrichment/src/main/resources/eu/dnetlib/dhp/countrypropagation/input_countrypropagation_parameters.json

@@ -11,12 +11,6 @@
     "paramDescription": "the hive metastore uris",
     "paramRequired": false
   },
-  {
-    "paramName":"sg",
-    "paramLongName":"saveGraph",
-    "paramDescription": "true if the new version of the graph must be saved",
-    "paramRequired": false
-  },
   {
     "paramName":"tn",
     "paramLongName":"resultTableName",

dhp-workflows/dhp-enrichment/src/main/resources/eu/dnetlib/dhp/countrypropagation/input_prepareassoc_parameters.json

@@ -5,12 +5,6 @@
     "paramDescription": "the path of the sequencial file to read",
     "paramRequired": true
   },
-  {
-    "paramName":"h",
-    "paramLongName":"hive_metastore_uris",
-    "paramDescription": "the hive metastore uris",
-    "paramRequired": true
-  },
   {
     "paramName": "out",
     "paramLongName": "outputPath",

dhp-workflows/dhp-enrichment/src/main/resources/eu/dnetlib/dhp/countrypropagation/input_prepareresultcountry_parameters.json

@@ -12,9 +12,9 @@
     "paramRequired": true
   },
   {
-    "paramName":"h",
+    "paramName":"w",
-    "paramLongName":"hive_metastore_uris",
+    "paramLongName":"workingPath",
-    "paramDescription": "the hive metastore uris",
+    "paramDescription": "the working path",
     "paramRequired": true
   },
   {

dhp-workflows/dhp-enrichment/src/test/java/eu/dnetlib/dhp/countrypropagation/CountryPropagationJobTest.java

@@ -24,6 +24,7 @@ import org.slf4j.LoggerFactory;
 import com.fasterxml.jackson.databind.ObjectMapper;
 
 import eu.dnetlib.dhp.schema.oaf.Country;
+import eu.dnetlib.dhp.schema.oaf.Publication;
 import eu.dnetlib.dhp.schema.oaf.Qualifier;
 import eu.dnetlib.dhp.schema.oaf.Software;
 import scala.Tuple2;
@@ -69,17 +70,16 @@ public class CountryPropagationJobTest {
 	@Test
 	void testCountryPropagationSoftware() throws Exception {
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/countrypropagation/sample/software")
+			.getResource("/eu/dnetlib/dhp/countrypropagation/graph/software")
 			.getPath();
 		final String preparedInfoPath = getClass()
-			.getResource("/eu/dnetlib/dhp/countrypropagation/preparedInfo")
+			.getResource("/eu/dnetlib/dhp/countrypropagation/preparedInfo/software")
 			.getPath();
 		SparkCountryPropagationJob
 			.main(
 				new String[] {
 					"--isSparkSessionManaged", Boolean.FALSE.toString(),
 					"--sourcePath", sourcePath,
-					"-saveGraph", "true",
 					"-resultTableName", Software.class.getCanonicalName(),
 					"-outputPath", workingDir.toString() + "/software",
 					"-preparedInfoPath", preparedInfoPath
@@ -91,8 +91,6 @@ public class CountryPropagationJobTest {
 			.textFile(workingDir.toString() + "/software")
 			.map(item -> OBJECT_MAPPER.readValue(item, Software.class));
 
-		// tmp.map(s -> new Gson().toJson(s)).foreach(s -> System.out.println(s));
-
 		Assertions.assertEquals(10, tmp.count());
 
 		Dataset<Software> verificationDs = spark.createDataset(tmp.rdd(), Encoders.bean(Software.class));
@@ -259,4 +257,145 @@ public class CountryPropagationJobTest {
 				7, countryExplodedWithCountryProvenance.filter("_2 = 'propagation'").count());
 	}
 
+	@Test
+	void testCountryPropagationPublication() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/countrypropagation/graph/publication")
+			.getPath();
+		final String preparedInfoPath = getClass()
+			.getResource("/eu/dnetlib/dhp/countrypropagation/preparedInfo/publication")
+			.getPath();
+		SparkCountryPropagationJob
+			.main(
+				new String[] {
+					"--isSparkSessionManaged", Boolean.FALSE.toString(),
+					"--sourcePath", sourcePath,
+					"-resultTableName", Publication.class.getCanonicalName(),
+					"-outputPath", workingDir.toString() + "/publication",
+					"-preparedInfoPath", preparedInfoPath
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<Publication> tmp = sc
+			.textFile(workingDir.toString() + "/publication")
+			.map(item -> OBJECT_MAPPER.readValue(item, Publication.class));
+
+		Assertions.assertEquals(12, tmp.count());
+
+		Assertions.assertEquals(5, tmp.filter(r -> r.getCountry().size() > 0).count());
+
+		tmp
+			.foreach(
+				r -> r.getCountry().stream().forEach(c -> Assertions.assertEquals("dnet:countries", c.getSchemeid())));
+		tmp
+			.foreach(
+				r -> r
+					.getCountry()
+					.stream()
+					.forEach(c -> Assertions.assertEquals("dnet:countries", c.getSchemename())));
+		tmp
+			.foreach(
+				r -> r
+					.getCountry()
+					.stream()
+					.forEach(c -> Assertions.assertFalse(c.getDataInfo().getDeletedbyinference())));
+		tmp.foreach(r -> r.getCountry().stream().forEach(c -> Assertions.assertFalse(c.getDataInfo().getInvisible())));
+		tmp.foreach(r -> r.getCountry().stream().forEach(c -> Assertions.assertTrue(c.getDataInfo().getInferred())));
+		tmp
+			.foreach(
+				r -> r.getCountry().stream().forEach(c -> Assertions.assertEquals("0.85", c.getDataInfo().getTrust())));
+		tmp
+			.foreach(
+				r -> r
+					.getCountry()
+					.stream()
+					.forEach(c -> Assertions.assertEquals("propagation", c.getDataInfo().getInferenceprovenance())));
+		tmp
+			.foreach(
+				r -> r
+					.getCountry()
+					.stream()
+					.forEach(
+						c -> Assertions
+							.assertEquals("country:instrepos", c.getDataInfo().getProvenanceaction().getClassid())));
+		tmp
+			.foreach(
+				r -> r
+					.getCountry()
+					.stream()
+					.forEach(
+						c -> Assertions
+							.assertEquals(
+								"dnet:provenanceActions", c.getDataInfo().getProvenanceaction().getSchemeid())));
+		tmp
+			.foreach(
+				r -> r
+					.getCountry()
+					.stream()
+					.forEach(
+						c -> Assertions
+							.assertEquals(
+								"dnet:provenanceActions", c.getDataInfo().getProvenanceaction().getSchemename())));
+
+		List<Country> countries = tmp
+			.filter(r -> r.getId().equals("50|06cdd3ff4700::49ec404cee4e1452808aabeaffbd3072"))
+			.collect()
+			.get(0)
+			.getCountry();
+		Assertions.assertEquals(1, countries.size());
+		Assertions.assertEquals("NL", countries.get(0).getClassid());
+		Assertions.assertEquals("Netherlands", countries.get(0).getClassname());
+
+		countries = tmp
+			.filter(r -> r.getId().equals("50|07b5c0ccd4fe::e7f5459cc97865f2af6e3da964c1250b"))
+			.collect()
+			.get(0)
+			.getCountry();
+		Assertions.assertEquals(1, countries.size());
+		Assertions.assertEquals("NL", countries.get(0).getClassid());
+		Assertions.assertEquals("Netherlands", countries.get(0).getClassname());
+
+		countries = tmp
+			.filter(r -> r.getId().equals("50|355e65625b88::e7d48a470b13bda61f7ebe3513e20cb6"))
+			.collect()
+			.get(0)
+			.getCountry();
+		Assertions.assertEquals(2, countries.size());
+		Assertions
+			.assertTrue(
+				countries.stream().anyMatch(cs -> cs.getClassid().equals("IT") && cs.getClassname().equals("Italy")));
+		Assertions
+			.assertTrue(
+				countries.stream().anyMatch(cs -> cs.getClassid().equals("FR") && cs.getClassname().equals("France")));
+
+		countries = tmp
+			.filter(r -> r.getId().equals("50|355e65625b88::74009c567c81b4aa55c813db658734df"))
+			.collect()
+			.get(0)
+			.getCountry();
+		Assertions.assertEquals(2, countries.size());
+		Assertions
+			.assertTrue(
+				countries.stream().anyMatch(cs -> cs.getClassid().equals("IT") && cs.getClassname().equals("Italy")));
+		Assertions
+			.assertTrue(
+				countries
+					.stream()
+					.anyMatch(cs -> cs.getClassid().equals("NL") && cs.getClassname().equals("Netherlands")));
+
+		countries = tmp
+			.filter(r -> r.getId().equals("50|355e65625b88::54a1c76f520bb2c8da27d12e42891088"))
+			.collect()
+			.get(0)
+			.getCountry();
+		Assertions.assertEquals(2, countries.size());
+		Assertions
+			.assertTrue(
+				countries.stream().anyMatch(cs -> cs.getClassid().equals("IT") && cs.getClassname().equals("Italy")));
+		Assertions
+			.assertTrue(
+				countries.stream().anyMatch(cs -> cs.getClassid().equals("FR") && cs.getClassname().equals("France")));
+	}
+
 }

dhp-workflows/dhp-enrichment/src/test/java/eu/dnetlib/dhp/countrypropagation/DatasourceCountryPreparationTest.java

@@ -0,0 +1,176 @@
+
+package eu.dnetlib.dhp.countrypropagation;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.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 com.fasterxml.jackson.databind.ObjectMapper;
+
+public class DatasourceCountryPreparationTest {
+
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	private static SparkSession spark;
+
+	private static Path workingDir;
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files.createTempDirectory(DatasourceCountryPreparationTest.class.getSimpleName());
+
+		SparkConf conf = new SparkConf();
+		conf.setAppName(DatasourceCountryPreparationTest.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(DatasourceCountryPreparationTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
+	}
+
+	@AfterAll
+	public static void afterAll() throws IOException {
+		FileUtils.deleteDirectory(workingDir.toFile());
+		spark.stop();
+	}
+
+	@Test
+	void testPrepareDatasourceCountry() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/countrypropagation/graph")
+			.getPath();
+
+		PrepareDatasourceCountryAssociation
+			.main(
+				new String[] {
+					"--isSparkSessionManaged", Boolean.FALSE.toString(),
+					"--sourcePath", sourcePath,
+					"--outputPath", workingDir.toString() + "/datasourceCountry",
+					"--allowedtypes", "pubsrepository::institutional",
+					"--whitelist",
+					"10|openaire____::3795d6478e30e2c9f787d427ff160944;10|opendoar____::16e6a3326dd7d868cbc926602a61e4d0;10|eurocrisdris::fe4903425d9040f680d8610d9079ea14;10|openaire____::5b76240cc27a58c6f7ceef7d8c36660e;10|openaire____::172bbccecf8fca44ab6a6653e84cb92a;10|openaire____::149c6590f8a06b46314eed77bfca693f;10|eurocrisdris::a6026877c1a174d60f81fd71f62df1c1;10|openaire____::4692342f0992d91f9e705c26959f09e0;10|openaire____::8d529dbb05ec0284662b391789e8ae2a;10|openaire____::345c9d171ef3c5d706d08041d506428c;10|opendoar____::1c1d4df596d01da60385f0bb17a4a9e0;10|opendoar____::7a614fd06c325499f1680b9896beedeb;10|opendoar____::1ee3dfcd8a0645a25a35977997223d22;10|opendoar____::d296c101daa88a51f6ca8cfc1ac79b50;10|opendoar____::798ed7d4ee7138d49b8828958048130a;10|openaire____::c9d2209ecc4d45ba7b4ca7597acb88a2;10|eurocrisdris::c49e0fe4b9ba7b7fab717d1f0f0a674d;10|eurocrisdris::9ae43d14471c4b33661fedda6f06b539;10|eurocrisdris::432ca599953ff50cd4eeffe22faf3e48"
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<DatasourceCountry> tmp = sc
+			.textFile(workingDir.toString() + "/datasourceCountry")
+			.map(item -> OBJECT_MAPPER.readValue(item, DatasourceCountry.class));
+
+		Assertions.assertEquals(3, tmp.count());
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|eurocrisdris::fe4903425d9040f680d8610d9079ea14"))
+					.count());
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|opendoar____::f0dd4a99fba6075a9494772b58f95280"))
+					.count());
+		Assertions
+			.assertEquals(
+				1, tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|eurocrisdris::9ae43d14471c4b33661fedda6f06b539"))
+					.count());
+
+		Assertions
+			.assertEquals(
+				"NL", tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|eurocrisdris::fe4903425d9040f680d8610d9079ea14"))
+					.collect()
+					.get(0)
+					.getCountry()
+					.getClassid());
+		Assertions
+			.assertEquals(
+				"Netherlands", tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|eurocrisdris::fe4903425d9040f680d8610d9079ea14"))
+					.collect()
+					.get(0)
+					.getCountry()
+					.getClassname());
+
+		Assertions
+			.assertEquals(
+				"IT", tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|opendoar____::f0dd4a99fba6075a9494772b58f95280"))
+					.collect()
+					.get(0)
+					.getCountry()
+					.getClassid());
+		Assertions
+			.assertEquals(
+				"Italy", tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|opendoar____::f0dd4a99fba6075a9494772b58f95280"))
+					.collect()
+					.get(0)
+					.getCountry()
+					.getClassname());
+
+		Assertions
+			.assertEquals(
+				"FR", tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|eurocrisdris::9ae43d14471c4b33661fedda6f06b539"))
+					.collect()
+					.get(0)
+					.getCountry()
+					.getClassid());
+		Assertions
+			.assertEquals(
+				"France", tmp
+					.filter(
+						dsc -> dsc
+							.getDataSourceId()
+							.equals("10|eurocrisdris::9ae43d14471c4b33661fedda6f06b539"))
+					.collect()
+					.get(0)
+					.getCountry()
+					.getClassname());
+
+		tmp.foreach(e -> System.out.println(OBJECT_MAPPER.writeValueAsString(e)));
+
+	}
+}

dhp-workflows/dhp-enrichment/src/test/java/eu/dnetlib/dhp/countrypropagation/ResultCountryPreparationTest.java

@@ -0,0 +1,158 @@
+
+package eu.dnetlib.dhp.countrypropagation;
+
+import static eu.dnetlib.dhp.PropagationConstant.isSparkSessionManaged;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.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 com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.schema.oaf.Publication;
+
+public class ResultCountryPreparationTest {
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	private static SparkSession spark;
+
+	private static Path workingDir;
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files.createTempDirectory(ResultCountryPreparationTest.class.getSimpleName());
+
+		SparkConf conf = new SparkConf();
+		conf.setAppName(ResultCountryPreparationTest.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(ResultCountryPreparationTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
+	}
+
+	@AfterAll
+	public static void afterAll() throws IOException {
+		FileUtils.deleteDirectory(workingDir.toFile());
+		spark.stop();
+	}
+
+	@Test
+	void testPrepareResultCountry() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/countrypropagation/graph/publication")
+			.getPath();
+
+		final String preparedInfoPath = getClass()
+			.getResource("/eu/dnetlib/dhp/countrypropagation/datasourcecountry")
+			.getPath();
+
+		PrepareResultCountrySet
+			.main(
+				new String[] {
+					"--isSparkSessionManaged", Boolean.FALSE.toString(),
+					"--workingPath", workingDir.toString() + "/working",
+					"--sourcePath", sourcePath,
+					"--outputPath", workingDir.toString() + "/resultCountry",
+					"--preparedInfoPath", preparedInfoPath,
+					"--resultTableName", Publication.class.getCanonicalName()
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<ResultCountrySet> tmp = sc
+			.textFile(workingDir.toString() + "/resultCountry")
+			.map(item -> OBJECT_MAPPER.readValue(item, ResultCountrySet.class));
+
+		Assertions.assertEquals(5, tmp.count());
+
+		ResultCountrySet rc = tmp
+			.filter(r -> r.getResultId().equals("50|06cdd3ff4700::49ec404cee4e1452808aabeaffbd3072"))
+			.collect()
+			.get(0);
+		Assertions.assertEquals(1, rc.getCountrySet().size());
+		Assertions.assertEquals("NL", rc.getCountrySet().get(0).getClassid());
+		Assertions.assertEquals("Netherlands", rc.getCountrySet().get(0).getClassname());
+
+		rc = tmp
+			.filter(r -> r.getResultId().equals("50|07b5c0ccd4fe::e7f5459cc97865f2af6e3da964c1250b"))
+			.collect()
+			.get(0);
+		Assertions.assertEquals(1, rc.getCountrySet().size());
+		Assertions.assertEquals("NL", rc.getCountrySet().get(0).getClassid());
+		Assertions.assertEquals("Netherlands", rc.getCountrySet().get(0).getClassname());
+
+		rc = tmp
+			.filter(r -> r.getResultId().equals("50|355e65625b88::e7d48a470b13bda61f7ebe3513e20cb6"))
+			.collect()
+			.get(0);
+		Assertions.assertEquals(2, rc.getCountrySet().size());
+		Assertions
+			.assertTrue(
+				rc
+					.getCountrySet()
+					.stream()
+					.anyMatch(cs -> cs.getClassid().equals("IT") && cs.getClassname().equals("Italy")));
+		Assertions
+			.assertTrue(
+				rc
+					.getCountrySet()
+					.stream()
+					.anyMatch(cs -> cs.getClassid().equals("FR") && cs.getClassname().equals("France")));
+
+		rc = tmp
+			.filter(r -> r.getResultId().equals("50|355e65625b88::74009c567c81b4aa55c813db658734df"))
+			.collect()
+			.get(0);
+		Assertions.assertEquals(2, rc.getCountrySet().size());
+		Assertions
+			.assertTrue(
+				rc
+					.getCountrySet()
+					.stream()
+					.anyMatch(cs -> cs.getClassid().equals("IT") && cs.getClassname().equals("Italy")));
+		Assertions
+			.assertTrue(
+				rc
+					.getCountrySet()
+					.stream()
+					.anyMatch(cs -> cs.getClassid().equals("NL") && cs.getClassname().equals("Netherlands")));
+
+		rc = tmp
+			.filter(r -> r.getResultId().equals("50|355e65625b88::54a1c76f520bb2c8da27d12e42891088"))
+			.collect()
+			.get(0);
+		Assertions.assertEquals(2, rc.getCountrySet().size());
+		Assertions
+			.assertTrue(
+				rc
+					.getCountrySet()
+					.stream()
+					.anyMatch(cs -> cs.getClassid().equals("IT") && cs.getClassname().equals("Italy")));
+		Assertions
+			.assertTrue(
+				rc
+					.getCountrySet()
+					.stream()
+					.anyMatch(cs -> cs.getClassid().equals("FR") && cs.getClassname().equals("France")));
+
+	}
+}

dhp-workflows/dhp-enrichment/src/test/resources/eu/dnetlib/dhp/countrypropagation/datasourcecountry/datasourcecountry

@@ -0,0 +1,3 @@
+{"dataSourceId":"10|eurocrisdris::fe4903425d9040f680d8610d9079ea14","country":{"classid":"NL","classname":"Netherlands"}}
+{"dataSourceId":"10|opendoar____::f0dd4a99fba6075a9494772b58f95280","country":{"classid":"IT","classname":"Italy"}}
+{"dataSourceId":"10|eurocrisdris::9ae43d14471c4b33661fedda6f06b539","country":{"classid":"FR","classname":"France"}}

dhp-workflows/dhp-enrichment/src/test/resources/eu/dnetlib/dhp/countrypropagation/graph/datasource/datasource.json

@@ -0,0 +1,11 @@
+{"accessinfopackage":[],"collectedfrom":[{"key":"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2","value":"Crossref"}],"contentpolicies":[{"classid":"Journal articles","classname":"Journal articles","schemeid":"eosc:contentpolicies","schemename":"eosc:contentpolicies"}],"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"dataprovider":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":false},"datasourcetype":{"classid":"pubsrepository::journal","classname":"Journal","schemeid":"dnet:datasource_typologies","schemename":"dnet:datasource_typologies"},"datasourcetypeui":{"classid":"Journal archive","classname":"Journal archive","schemeid":"dnet:datasource_typologies_ui","schemename":"dnet:datasource_typologies_ui"},"dateofcollection":"2020-07-10","englishname":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":"Estudos Portugueses"},"extraInfo":[],"id":"10|issn___print::a7a2010e75d849442790955162ef4e42","journal":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"issnPrinted":"2447-0546","name":"Estudos Portugueses"},"knowledgegraph":false,"lastupdatetimestamp":1646230297782,"latitude":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":"0.0"},"longitude":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":"0.0"},"namespaceprefix":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":"jrnl24470546"},"odcontenttypes":[],"odlanguages":[],"odnumberofitems":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":"0.0"},"officialname":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":"Estudos Portugueses"},"openairecompatibility":{"classid":"hostedBy","classname":"collected from a compatible aggregator","schemeid":"dnet:datasourceCompatibilityLevel","schemename":"dnet:datasourceCompatibilityLevel"},"originalId":["issn___print::2447-0546"],"pid":[],"policies":[],"serviceprovider":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":false},"subjects":[],"thematic":false,"versioning":{"dataInfo":{"deletedbyinference":false,"inferred":false,"invisible":false,"provenanceaction":{"classid":"sysimport:crosswalk:entityregistry","classname":"Harvested","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.900"},"value":false}}
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+{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"propagation","inferred":true,"invisible":false,"provenanceaction":{"classid":"result:organization:instrepo","classname":"Propagation of affiliation to result collected from datasources of type institutional repository","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.85"},"properties":[],"relClass":"hasAuthorInstitution","relType":"resultOrganization","source":"50|dedup_wf_001::0ef8dfab3927cb4d69df0d3113f05a42","subRelType":"affiliation","target":"20|pending_org_::a50fdd7f7e77b74ea2b16823151c391a","validated":false}
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+{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"propagation","inferred":true,"invisible":false,"provenanceaction":{"classid":"result:organization:instrepo","classname":"Propagation of affiliation to result collected from datasources of type institutional repository","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.85"},"properties":[],"relClass":"hasAuthorInstitution","relType":"resultOrganization","source":"50|dedup_wf_001::0f488ad00253126c14a21abe6b2d406c","subRelType":"affiliation","target":"20|openorgs____::548cbb0c5a93722f3a9aa62aa17a1ba1","validated":false}
+{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"propagation","inferred":true,"invisible":false,"provenanceaction":{"classid":"result:organization:instrepo","classname":"Propagation of affiliation to result collected from datasources of type institutional repository","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.85"},"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","source":"20|pending_org_::c522a7c935f9fd9578122e60eeec282c","subRelType":"affiliation","target":"50|dedup_wf_001::12206bf78aabd7d52132477182d19147","validated":false}
+{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"propagation","inferred":true,"invisible":false,"provenanceaction":{"classid":"result:organization:instrepo","classname":"Propagation of affiliation to result collected from datasources of type institutional repository","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.85"},"properties":[],"relClass":"hasAuthorInstitution","relType":"resultOrganization","source":"50|dedup_wf_001::12206bf78aabd7d52132477182d19147","subRelType":"affiliation","target":"20|pending_org_::c522a7c935f9fd9578122e60eeec282c","validated":false}

dhp-workflows/dhp-enrichment/src/test/resources/eu/dnetlib/dhp/countrypropagation/preparedInfo/publication/resultCountrySet

@@ -0,0 +1,5 @@
+{"resultId":"50|07b5c0ccd4fe::e7f5459cc97865f2af6e3da964c1250b","countrySet":[{"classid":"NL","classname":"Netherlands"}]}
+{"resultId":"50|355e65625b88::54a1c76f520bb2c8da27d12e42891088","countrySet":[{"classid":"IT","classname":"Italy"},{"classid":"FR","classname":"France"}]}
+{"resultId":"50|06cdd3ff4700::49ec404cee4e1452808aabeaffbd3072","countrySet":[{"classid":"NL","classname":"Netherlands"}]}
+{"resultId":"50|355e65625b88::74009c567c81b4aa55c813db658734df","countrySet":[{"classid":"NL","classname":"Netherlands"},{"classid":"IT","classname":"Italy"}]}
+{"resultId":"50|355e65625b88::e7d48a470b13bda61f7ebe3513e20cb6","countrySet":[{"classid":"IT","classname":"Italy"},{"classid":"FR","classname":"France"}]}

dhp-workflows/dhp-graph-provision/src/test/java/eu/dnetlib/dhp/oa/provision/XmlRecordFactoryTest.java

@@ -8,7 +8,6 @@ import java.io.IOException;
 import java.io.StringReader;
 import java.util.List;
 
-import eu.dnetlib.dhp.schema.oaf.Datasource;
 import org.apache.commons.io.IOUtils;
 import org.dom4j.Document;
 import org.dom4j.DocumentException;
@@ -24,6 +23,7 @@ import eu.dnetlib.dhp.oa.provision.model.RelatedEntity;
 import eu.dnetlib.dhp.oa.provision.model.RelatedEntityWrapper;
 import eu.dnetlib.dhp.oa.provision.utils.ContextMapper;
 import eu.dnetlib.dhp.oa.provision.utils.XmlRecordFactory;
+import eu.dnetlib.dhp.schema.oaf.Datasource;
 import eu.dnetlib.dhp.schema.oaf.Project;
 import eu.dnetlib.dhp.schema.oaf.Publication;
 import eu.dnetlib.dhp.schema.oaf.Relation;