master #59

Closed
claudio.atzori wants to merge 3221 commits from master into stable_ids
13 changed files with 1652 additions and 1585 deletions
Showing only changes of commit 016337a0f9 - Show all commits

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@ -13,6 +13,8 @@ import java.util.stream.Collectors;
import java.util.stream.Stream; import java.util.stream.Stream;
import org.apache.commons.lang3.StringUtils; import org.apache.commons.lang3.StringUtils;
import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.sql.Encoders;
import com.github.sisyphsu.dateparser.DateParserUtils; import com.github.sisyphsu.dateparser.DateParserUtils;
import com.google.common.collect.Lists; import com.google.common.collect.Lists;
@ -23,8 +25,6 @@ import eu.dnetlib.dhp.schema.common.ModelConstants;
import eu.dnetlib.dhp.schema.common.ModelSupport; import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.*; import eu.dnetlib.dhp.schema.oaf.*;
import me.xuender.unidecode.Unidecode; import me.xuender.unidecode.Unidecode;
import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.sql.Encoders;
public class GraphCleaningFunctions extends CleaningFunctions { public class GraphCleaningFunctions extends CleaningFunctions {

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@ -27,7 +27,8 @@ object SparkCreateBaselineDataFrame {
def requestBaseLineUpdatePage(maxFile: String): List[(String, String)] = { def requestBaseLineUpdatePage(maxFile: String): List[(String, String)] = {
val data = requestPage("https://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/") val data = requestPage("https://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/")
val result = data.linesWithSeparators.map(l =>l.stripLineEnd) val result = data.linesWithSeparators
.map(l => l.stripLineEnd)
.filter(l => l.startsWith("<a href=")) .filter(l => l.startsWith("<a href="))
.map { l => .map { l =>
val end = l.lastIndexOf("\">") val end = l.lastIndexOf("\">")

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@ -63,7 +63,9 @@ class BioScholixTest extends AbstractVocabularyTest {
val records: String = Source val records: String = Source
.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed_dump")) .fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pubmed_dump"))
.mkString .mkString
val r: List[Oaf] = records.linesWithSeparators.map(l =>l.stripLineEnd).toList val r: List[Oaf] = records.linesWithSeparators
.map(l => l.stripLineEnd)
.toList
.map(s => mapper.readValue(s, classOf[PMArticle])) .map(s => mapper.readValue(s, classOf[PMArticle]))
.map(a => PubMedToOaf.convert(a, vocabularies)) .map(a => PubMedToOaf.convert(a, vocabularies))
assertEquals(10, r.size) assertEquals(10, r.size)
@ -173,9 +175,10 @@ class BioScholixTest extends AbstractVocabularyTest {
val records: String = Source val records: String = Source
.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pdb_dump")) .fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/pdb_dump"))
.mkString .mkString
records.linesWithSeparators.map(l =>l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty)) records.linesWithSeparators.map(l => l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty))
val result: List[Oaf] = records.linesWithSeparators.map(l =>l.stripLineEnd).toList.flatMap(o => BioDBToOAF.pdbTOOaf(o)) val result: List[Oaf] =
records.linesWithSeparators.map(l => l.stripLineEnd).toList.flatMap(o => BioDBToOAF.pdbTOOaf(o))
assertTrue(result.nonEmpty) assertTrue(result.nonEmpty)
result.foreach(r => assertNotNull(r)) result.foreach(r => assertNotNull(r))
@ -194,9 +197,10 @@ class BioScholixTest extends AbstractVocabularyTest {
val records: String = Source val records: String = Source
.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/uniprot_dump")) .fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/uniprot_dump"))
.mkString .mkString
records.linesWithSeparators.map(l =>l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty)) records.linesWithSeparators.map(l => l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty))
val result: List[Oaf] = records.linesWithSeparators.map(l =>l.stripLineEnd).toList.flatMap(o => BioDBToOAF.uniprotToOAF(o)) val result: List[Oaf] =
records.linesWithSeparators.map(l => l.stripLineEnd).toList.flatMap(o => BioDBToOAF.uniprotToOAF(o))
assertTrue(result.nonEmpty) assertTrue(result.nonEmpty)
result.foreach(r => assertNotNull(r)) result.foreach(r => assertNotNull(r))
@ -239,9 +243,10 @@ class BioScholixTest extends AbstractVocabularyTest {
val records: String = Source val records: String = Source
.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/crossref_links")) .fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/crossref_links"))
.mkString .mkString
records.linesWithSeparators.map(l =>l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty)) records.linesWithSeparators.map(l => l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty))
val result: List[Oaf] = records.linesWithSeparators.map(l =>l.stripLineEnd).map(s => BioDBToOAF.crossrefLinksToOaf(s)).toList val result: List[Oaf] =
records.linesWithSeparators.map(l => l.stripLineEnd).map(s => BioDBToOAF.crossrefLinksToOaf(s)).toList
assertNotNull(result) assertNotNull(result)
assertTrue(result.nonEmpty) assertTrue(result.nonEmpty)
@ -276,14 +281,17 @@ class BioScholixTest extends AbstractVocabularyTest {
getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/scholix_resolved") getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/bio/scholix_resolved")
) )
.mkString .mkString
records.linesWithSeparators.map(l =>l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty)) records.linesWithSeparators.map(l => l.stripLineEnd).foreach(s => assertTrue(s.nonEmpty))
implicit lazy val formats: DefaultFormats.type = org.json4s.DefaultFormats implicit lazy val formats: DefaultFormats.type = org.json4s.DefaultFormats
val l: List[ScholixResolved] = records.linesWithSeparators.map(l =>l.stripLineEnd).map { input => val l: List[ScholixResolved] = records.linesWithSeparators
lazy val json = parse(input) .map(l => l.stripLineEnd)
json.extract[ScholixResolved] .map { input =>
}.toList lazy val json = parse(input)
json.extract[ScholixResolved]
}
.toList
val result: List[Oaf] = l.map(s => BioDBToOAF.scholixResolvedToOAF(s)) val result: List[Oaf] = l.map(s => BioDBToOAF.scholixResolvedToOAF(s))

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@ -37,12 +37,24 @@ public class SubscriptionUtils {
} }
public static boolean verifyDateRange(final long date, final String min, final String max) { public static boolean verifyDateRange(final long date, final String min, final String max) {
long from = 0;
long to = Long.MAX_VALUE;
try { try {
return date >= DateUtils.parseDate(min, "yyyy-MM-dd").getTime() from = min != null ? DateUtils.parseDate(min, "yyyy-MM-dd").getTime() : 0;
&& date < DateUtils.parseDate(max, "yyyy-MM-dd").getTime() + ONE_DAY;
} catch (final ParseException e) { } catch (final ParseException e) {
return false; from = 0;
} }
try {
to = max != null ? DateUtils.parseDate(max, "yyyy-MM-dd").getTime() + ONE_DAY : Long.MAX_VALUE;
} catch (final ParseException e) {
to = Long.MAX_VALUE;
}
return date >= from && date < to;
} }
public static boolean verifyExact(final String s1, final String s2) { public static boolean verifyExact(final String s1, final String s2) {

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@ -41,6 +41,18 @@ public class SubscriptionUtilsTest {
assertTrue(SubscriptionUtils.verifyDateRange(date, "2010-01-01", "2011-01-01")); assertTrue(SubscriptionUtils.verifyDateRange(date, "2010-01-01", "2011-01-01"));
assertFalse(SubscriptionUtils.verifyDateRange(date, "2020-01-01", "2021-01-01")); assertFalse(SubscriptionUtils.verifyDateRange(date, "2020-01-01", "2021-01-01"));
assertTrue(SubscriptionUtils.verifyDateRange(date, "2010-01-01", "NULL"));
assertTrue(SubscriptionUtils.verifyDateRange(date, "2010-01-01", null));
assertTrue(SubscriptionUtils.verifyDateRange(date, "NULL", "2011-01-01"));
assertTrue(SubscriptionUtils.verifyDateRange(date, null, "2011-01-01"));
assertTrue(SubscriptionUtils.verifyDateRange(date, "NULL", "NULL"));
assertTrue(SubscriptionUtils.verifyDateRange(date, null, null));
assertFalse(SubscriptionUtils.verifyDateRange(date, "2020-01-01", null));
assertFalse(SubscriptionUtils.verifyDateRange(date, "2020-01-01", "NULL"));
assertFalse(SubscriptionUtils.verifyDateRange(date, null, "2005-01-01"));
assertFalse(SubscriptionUtils.verifyDateRange(date, "NULL", "2005-01-01"));
} }
@Test @Test

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@ -309,6 +309,8 @@ case object Crossref2Oaf {
result result
} }
def generateAuhtor(given: String, family: String, orcid: String, index: Int): Author = { def generateAuhtor(given: String, family: String, orcid: String, index: Int): Author = {
val a = new Author val a = new Author
a.setName(given) a.setName(given)
@ -370,10 +372,57 @@ case object Crossref2Oaf {
case dataset: Dataset => convertDataset(dataset) case dataset: Dataset => convertDataset(dataset)
} }
val doisReference:List[String] = for {
JObject(reference_json) <- json \ "reference"
JField("DOI", JString(doi_json)) <- reference_json
} yield doi_json
if (doisReference!= null && doisReference.nonEmpty) {
val citation_relations:List[Relation] = generateCitationRelations(doisReference, result)
resultList = resultList ::: citation_relations
}
resultList = resultList ::: List(result) resultList = resultList ::: List(result)
resultList resultList
} }
private def createCiteRelation(source:Result, targetPid:String, targetPidType:String) :List[Relation] = {
val targetId = IdentifierFactory.idFromPid("50",targetPidType, targetPid, true)
val from = new Relation
from.setSource(source.getId)
from.setTarget(targetId)
from.setRelType(ModelConstants.RESULT_RESULT)
from.setRelClass(ModelConstants.CITES)
from.setSubRelType(ModelConstants.CITATION)
from.setCollectedfrom(source.getCollectedfrom)
from.setDataInfo(source.getDataInfo)
from.setLastupdatetimestamp(source.getLastupdatetimestamp)
val to = new Relation
to.setTarget(source.getId)
to.setSource(targetId)
to.setRelType(ModelConstants.RESULT_RESULT)
to.setRelClass(ModelConstants.IS_CITED_BY)
to.setSubRelType(ModelConstants.CITATION)
to.setCollectedfrom(source.getCollectedfrom)
to.setDataInfo(source.getDataInfo)
to.setLastupdatetimestamp(source.getLastupdatetimestamp)
List(from,to)
}
def generateCitationRelations(dois:List[String], result:Result):List[Relation] = {
dois.flatMap(d => createCiteRelation(result, d, "doi"))
}
def mappingFunderToRelations( def mappingFunderToRelations(
funders: List[mappingFunder], funders: List[mappingFunder],
sourceId: String, sourceId: String,

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@ -1,9 +1,14 @@
package eu.dnetlib.dhp.doiboost.crossref package eu.dnetlib.dhp.doiboost.crossref
import eu.dnetlib.dhp.schema.common.ModelConstants
import eu.dnetlib.dhp.schema.oaf._ import eu.dnetlib.dhp.schema.oaf._
import eu.dnetlib.dhp.utils.DHPUtils import eu.dnetlib.dhp.utils.DHPUtils
import eu.dnetlib.doiboost.crossref.Crossref2Oaf import eu.dnetlib.doiboost.crossref.Crossref2Oaf
import org.codehaus.jackson.map.{ObjectMapper, SerializationConfig} import org.codehaus.jackson.map.{ObjectMapper, SerializationConfig}
import org.json4s
import org.json4s.JsonAST.{JField, JObject, JString}
import org.json4s.{DefaultFormats, JValue}
import org.json4s.jackson.JsonMethods
import org.junit.jupiter.api.Assertions._ import org.junit.jupiter.api.Assertions._
import org.junit.jupiter.api.Test import org.junit.jupiter.api.Test
import org.slf4j.{Logger, LoggerFactory} import org.slf4j.{Logger, LoggerFactory}
@ -31,13 +36,13 @@ class CrossrefMappingTest {
.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/doiboost/crossref/funder_doi")) .fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/doiboost/crossref/funder_doi"))
.mkString .mkString
for (line <- funder_doi.linesWithSeparators.map(l =>l.stripLineEnd)) { for (line <- funder_doi.linesWithSeparators.map(l => l.stripLineEnd)) {
val json = template.replace("%s", line) val json = template.replace("%s", line)
val resultList: List[Oaf] = Crossref2Oaf.convert(json) val resultList: List[Oaf] = Crossref2Oaf.convert(json)
assertTrue(resultList.nonEmpty) assertTrue(resultList.nonEmpty)
checkRelation(resultList) checkRelation(resultList)
} }
for (line <- funder_name.linesWithSeparators.map(l =>l.stripLineEnd)) { for (line <- funder_name.linesWithSeparators.map(l => l.stripLineEnd)) {
val json = template.replace("%s", line) val json = template.replace("%s", line)
val resultList: List[Oaf] = Crossref2Oaf.convert(json) val resultList: List[Oaf] = Crossref2Oaf.convert(json)
assertTrue(resultList.nonEmpty) assertTrue(resultList.nonEmpty)
@ -109,6 +114,44 @@ class CrossrefMappingTest {
} }
private def parseJson(input:String):JValue = {
implicit lazy val formats: DefaultFormats.type = org.json4s.DefaultFormats
lazy val json: json4s.JValue = JsonMethods.parse(input)
json
}
@Test
def testCitationRelations():Unit = {
val json = Source.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/doiboost/crossref/publication_license_embargo.json")).mkString
assertNotNull(json)
assertFalse(json.isEmpty)
val result:List[Oaf] = Crossref2Oaf.convert(json)
assertTrue(result.nonEmpty)
val j = parseJson(json)
val doisReference: List[String] = for {
JObject(reference_json) <- j \ "reference"
JField("DOI", JString(doi_json)) <- reference_json
} yield doi_json
val relationList:List[Relation] = result.filter(s => s.isInstanceOf[Relation]).map(r=> r.asInstanceOf[Relation]).filter(r => r.getSubRelType.equalsIgnoreCase(ModelConstants.CITATION))
assertNotNull(relationList)
assertFalse(relationList.isEmpty)
assertEquals(doisReference.size*2, relationList.size)
}
@Test @Test
def testEmptyTitle(): Unit = { def testEmptyTitle(): Unit = {
val json = Source val json = Source

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@ -25,9 +25,11 @@ class MappingORCIDToOAFTest {
.mkString .mkString
assertNotNull(json) assertNotNull(json)
assertFalse(json.isEmpty) assertFalse(json.isEmpty)
json.linesWithSeparators.map(l =>l.stripLineEnd).foreach(s => { json.linesWithSeparators
assertNotNull(ORCIDToOAF.extractValueFromInputString(s)) .map(l => l.stripLineEnd)
}) .foreach(s => {
assertNotNull(ORCIDToOAF.extractValueFromInputString(s))
})
} }
@Test @Test

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@ -22,7 +22,7 @@ class UnpayWallMappingTest {
.mkString .mkString
var i: Int = 0 var i: Int = 0
for (line <- Ilist.linesWithSeparators.map(l =>l.stripLineEnd)) { for (line <- Ilist.linesWithSeparators.map(l => l.stripLineEnd)) {
val p = UnpayWallToOAF.convertToOAF(line) val p = UnpayWallToOAF.convertToOAF(line)
if (p != null) { if (p != null) {
@ -43,7 +43,7 @@ class UnpayWallMappingTest {
i = i + 1 i = i + 1
} }
val l = Ilist.linesWithSeparators.map(l =>l.stripLineEnd).next() val l = Ilist.linesWithSeparators.map(l => l.stripLineEnd).next()
val item = UnpayWallToOAF.convertToOAF(l) val item = UnpayWallToOAF.convertToOAF(l)

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@ -5,7 +5,6 @@ import java.io.IOException;
import java.nio.file.Files; import java.nio.file.Files;
import java.nio.file.Path; import java.nio.file.Path;
import eu.dnetlib.dhp.schema.oaf.Dataset;
import org.apache.commons.io.FileUtils; import org.apache.commons.io.FileUtils;
import org.apache.spark.SparkConf; import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaRDD; import org.apache.spark.api.java.JavaRDD;
@ -27,6 +26,7 @@ import org.slf4j.LoggerFactory;
import com.fasterxml.jackson.databind.ObjectMapper; import com.fasterxml.jackson.databind.ObjectMapper;
import eu.dnetlib.dhp.oa.graph.clean.country.CleanCountrySparkJob; import eu.dnetlib.dhp.oa.graph.clean.country.CleanCountrySparkJob;
import eu.dnetlib.dhp.schema.oaf.Dataset;
import eu.dnetlib.dhp.schema.oaf.Publication; import eu.dnetlib.dhp.schema.oaf.Publication;
public class CleanCountryTest { public class CleanCountryTest {
@ -151,41 +151,40 @@ public class CleanCountryTest {
@Test @Test
public void testDatasetClean() throws Exception { public void testDatasetClean() throws Exception {
final String sourcePath = getClass() final String sourcePath = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/clean/dataset_clean_country.json") .getResource("/eu/dnetlib/dhp/oa/graph/clean/dataset_clean_country.json")
.getPath(); .getPath();
spark spark
.read() .read()
.textFile(sourcePath) .textFile(sourcePath)
.map( .map(
(MapFunction<String, Dataset>) r -> OBJECT_MAPPER.readValue(r, Dataset.class), (MapFunction<String, Dataset>) r -> OBJECT_MAPPER.readValue(r, Dataset.class),
Encoders.bean(Dataset.class)) Encoders.bean(Dataset.class))
.write() .write()
.json(workingDir.toString() + "/dataset"); .json(workingDir.toString() + "/dataset");
CleanCountrySparkJob.main(new String[] { CleanCountrySparkJob.main(new String[] {
"--isSparkSessionManaged", Boolean.FALSE.toString(), "--isSparkSessionManaged", Boolean.FALSE.toString(),
"--inputPath", workingDir.toString() + "/dataset", "--inputPath", workingDir.toString() + "/dataset",
"-graphTableClassName", Dataset.class.getCanonicalName(), "-graphTableClassName", Dataset.class.getCanonicalName(),
"-workingDir", workingDir.toString() + "/working", "-workingDir", workingDir.toString() + "/working",
"-country", "NL", "-country", "NL",
"-verifyParam", "10.17632", "-verifyParam", "10.17632",
"-collectedfrom", "NARCIS", "-collectedfrom", "NARCIS",
"-hostedBy", getClass() "-hostedBy", getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/clean/hostedBy") .getResource("/eu/dnetlib/dhp/oa/graph/clean/hostedBy")
.getPath() .getPath()
}); });
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext()); final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
JavaRDD<Dataset> tmp = sc JavaRDD<Dataset> tmp = sc
.textFile(workingDir.toString() + "/dataset") .textFile(workingDir.toString() + "/dataset")
.map(item -> OBJECT_MAPPER.readValue(item, Dataset.class)); .map(item -> OBJECT_MAPPER.readValue(item, Dataset.class));
Assertions.assertEquals(1, tmp.count()); Assertions.assertEquals(1, tmp.count());
Assertions.assertEquals(0, tmp.first().getCountry().size()); Assertions.assertEquals(0, tmp.first().getCountry().size());
} }
} }

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@ -53,7 +53,8 @@ class ResolveEntitiesTest extends Serializable {
def generateUpdates(spark: SparkSession): Unit = { def generateUpdates(spark: SparkSession): Unit = {
val template = Source.fromInputStream(this.getClass.getResourceAsStream("updates")).mkString val template = Source.fromInputStream(this.getClass.getResourceAsStream("updates")).mkString
val pids: List[String] = template.linesWithSeparators.map(l =>l.stripLineEnd) val pids: List[String] = template.linesWithSeparators
.map(l => l.stripLineEnd)
.map { id => .map { id =>
val r = new Result val r = new Result
r.setId(id.toLowerCase.trim) r.setId(id.toLowerCase.trim)
@ -127,7 +128,7 @@ class ResolveEntitiesTest extends Serializable {
entities.foreach { e => entities.foreach { e =>
val template = Source.fromInputStream(this.getClass.getResourceAsStream(s"$e")).mkString val template = Source.fromInputStream(this.getClass.getResourceAsStream(s"$e")).mkString
spark spark
.createDataset(spark.sparkContext.parallelize(template.linesWithSeparators.map(l =>l.stripLineEnd).toList)) .createDataset(spark.sparkContext.parallelize(template.linesWithSeparators.map(l => l.stripLineEnd).toList))
.as[String] .as[String]
.write .write
.option("compression", "gzip") .option("compression", "gzip")
@ -264,7 +265,8 @@ class ResolveEntitiesTest extends Serializable {
Source Source
.fromInputStream(this.getClass.getResourceAsStream(s"publication")) .fromInputStream(this.getClass.getResourceAsStream(s"publication"))
.mkString .mkString
.linesWithSeparators.map(l =>l.stripLineEnd) .linesWithSeparators
.map(l => l.stripLineEnd)
.next(), .next(),
classOf[Publication] classOf[Publication]
) )

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@ -47,7 +47,7 @@ class ScholixGraphTest extends AbstractVocabularyTest {
val inputRelations = Source val inputRelations = Source
.fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/oaf_to_summary")) .fromInputStream(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/oaf_to_summary"))
.mkString .mkString
val items = inputRelations.linesWithSeparators.map(l =>l.stripLineEnd).toList val items = inputRelations.linesWithSeparators.map(l => l.stripLineEnd).toList
assertNotNull(items) assertNotNull(items)
items.foreach(i => assertTrue(i.nonEmpty)) items.foreach(i => assertTrue(i.nonEmpty))
val result = val result =
@ -69,7 +69,8 @@ class ScholixGraphTest extends AbstractVocabularyTest {
getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/merge_result_scholix") getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/merge_result_scholix")
) )
.mkString .mkString
val result: List[(Relation, ScholixSummary)] = inputRelations.linesWithSeparators.map(l =>l.stripLineEnd) val result: List[(Relation, ScholixSummary)] = inputRelations.linesWithSeparators
.map(l => l.stripLineEnd)
.sliding(2) .sliding(2)
.map(s => (s.head, s(1))) .map(s => (s.head, s(1)))
.map(p => (mapper.readValue(p._1, classOf[Relation]), mapper.readValue(p._2, classOf[ScholixSummary]))) .map(p => (mapper.readValue(p._1, classOf[Relation]), mapper.readValue(p._2, classOf[ScholixSummary])))