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Added parameter file. Fixed issues in path name

This commit is contained in:
Miriam Baglioni 2023-10-27 09:29:02 +02:00
parent 5a3f0d949c
commit 94656b6530
9 changed files with 219 additions and 161 deletions
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18
dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/eosc/ExtendEoscResultWithOrganizationStep2.java
View File

@ -10,6 +10,7 @@ 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.api.java.function.MapGroupsFunction;
import org.apache.spark.sql.Dataset;
@ -19,6 +20,8 @@ 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.eosc.model.Affiliation;
import eu.dnetlib.dhp.eosc.model.Country;
@ -72,7 +75,7 @@ public class ExtendEoscResultWithOrganizationStep2 implements Serializable {
conf,
isSparkSessionManaged,
spark -> {
Utils.removeOutputDir(spark, workingPath + "publicationextendedaffiliation");
Utils.removeOutputDir(spark, workingPath + resultType + "extendedaffiliation");
addOrganizations(spark, inputPath, workingPath, outputPath, resultType);
dumpOrganizationAndRelations(spark, inputPath, workingPath, outputPath, resultType);
});
@ -98,7 +101,9 @@ public class ExtendEoscResultWithOrganizationStep2 implements Serializable {
.joinWith(relation, result.col("id").equalTo(relation.col("source")))
.map((MapFunction<Tuple2<Result, Relation>, Relation>) t2 -> t2._2(), Encoders.bean(Relation.class));
System.out.println(eoscRelation.count());
eoscRelation
.foreach((ForeachFunction<Relation>) r -> System.out.println(new ObjectMapper().writeValueAsString(r)));
// from eoscRelation select the organization
eoscRelation
.joinWith(organization, eoscRelation.col("target").equalTo(organization.col("id")))
@ -106,6 +111,11 @@ public class ExtendEoscResultWithOrganizationStep2 implements Serializable {
(MapFunction<Tuple2<Relation, Organization>, eu.dnetlib.dhp.eosc.model.Organization>) t2 -> mapOrganization(
t2._2()),
Encoders.bean(eu.dnetlib.dhp.eosc.model.Organization.class))
.groupByKey((MapFunction<eu.dnetlib.dhp.eosc.model.Organization, String>) o -> o.getId(), Encoders.STRING())
.mapGroups(
(MapGroupsFunction<String, eu.dnetlib.dhp.eosc.model.Organization, eu.dnetlib.dhp.eosc.model.Organization>) (
k, v) -> v.next(),
Encoders.bean(eu.dnetlib.dhp.eosc.model.Organization.class))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
@ -136,7 +146,9 @@ public class ExtendEoscResultWithOrganizationStep2 implements Serializable {
(FilterFunction<Relation>) r -> !r.getDataInfo().getDeletedbyinference() &&
!r.getDataInfo().getInvisible() && r.getSubRelType().equalsIgnoreCase(ModelConstants.AFFILIATION));
Dataset<Organization> organizations = Utils.readPath(spark, inputPath + "/organization", Organization.class);
Dataset<Organization> organizations = Utils
.readPath(spark, inputPath + "/organization", Organization.class)
.filter((FilterFunction<Organization>) o -> !o.getDataInfo().getDeletedbyinference());
Dataset<ResultOrganizations> resultOrganization = relations
.joinWith(organizations, relations.col("source").equalTo(organizations.col("id")), "left")

14
dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/eosc/SparkUpdateProjectInfo.java
View File

@ -68,6 +68,9 @@ public class SparkUpdateProjectInfo implements Serializable {
final String outputPath = parser.get("outputPath");
log.info("outputPath: {}", outputPath);
final String resultType = parser.get("resultType");
log.info("resultType: {}", resultType);
final String dumpType = Optional
.ofNullable(parser.get("dumpType"))
.orElse(Constants.DUMPTYPE.COMMUNITY.getType());
@ -79,8 +82,8 @@ public class SparkUpdateProjectInfo implements Serializable {
conf,
isSparkSessionManaged,
spark -> {
Utils.removeOutputDir(spark, workingPath + "publicationextendedproject");
extend(spark, inputPath, workingPath, preparedInfoPath, outputPath);
Utils.removeOutputDir(spark, workingPath + resultType + "extendedproject");
extend(spark, inputPath, workingPath, preparedInfoPath, outputPath, resultType);
});
}
@ -89,9 +92,10 @@ public class SparkUpdateProjectInfo implements Serializable {
String inputPath,
String workingPath,
String preparedInfoPath,
String outputPath) {
String outputPath,
String resultType) {
Dataset<Result> result = Utils.readPath(spark, workingPath + "publicationextendedaffiliation", Result.class);
Dataset<Result> result = Utils.readPath(spark, workingPath + resultType + "extendedaffiliation", Result.class);
Dataset<ResultProject> resultProject = Utils.readPath(spark, preparedInfoPath, ResultProject.class);
result
@ -106,7 +110,7 @@ public class SparkUpdateProjectInfo implements Serializable {
.write()
.option("compression", "gzip")
.mode(SaveMode.Append)
.json(workingPath + "publicationextendedproject");
.json(workingPath + resultType + "extendedproject");
Dataset<Project> project = Utils.readPath(spark, inputPath + "/project", Project.class);

20
dump/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/eosc/oozie_app/workflow.xml
View File

@ -388,6 +388,7 @@
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
<arg>--dumpType</arg><arg>eosc</arg>
<arg>--outputPath</arg><arg>${outputPath}/dump/</arg>
<arg>--resultType</arg><arg>publication</arg>
</spark>
<ok to="join_extend"/>
<error to="Kill"/>
@ -410,10 +411,12 @@
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${workingDir}/dump/datasetextendedaffiliation</arg>
<arg>--outputPath</arg><arg>${workingDir}/dump/datasetextendedproject</arg>
<arg>--sourcePath</arg><arg>${sourcePath}</arg>
<arg>--workingPath</arg><arg>${workingDir}/dump/</arg>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
<arg>--dumpType</arg><arg>eosc</arg>
<arg>--outputPath</arg><arg>${outputPath}/dump/</arg>
<arg>--resultType</arg><arg>dataset</arg>
</spark>
<ok to="join_extend"/>
<error to="Kill"/>
@ -436,10 +439,12 @@
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${workingDir}/dump/otherresearchproductextendedaffiliation</arg>
<arg>--outputPath</arg><arg>${workingDir}/dump/otherresearchproductextendedproject</arg>
<arg>--sourcePath</arg><arg>${sourcePath}</arg>
<arg>--workingPath</arg><arg>${workingDir}/dump/</arg>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
<arg>--dumpType</arg><arg>eosc</arg>
<arg>--outputPath</arg><arg>${outputPath}/dump/</arg>
<arg>--resultType</arg><arg>otherresearchproduct</arg>
</spark>
<ok to="join_extend"/>
<error to="Kill"/>
@ -462,11 +467,12 @@
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${workingDir}/dump/softwareextendedaffiliation
</arg>
<arg>--outputPath</arg><arg>${workingDir}/dump/softwareextendedproject</arg>
<arg>--sourcePath</arg><arg>${sourcePath}</arg>
<arg>--workingPath</arg><arg>${workingDir}/dump/</arg>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo</arg>
<arg>--dumpType</arg><arg>eosc</arg>
<arg>--outputPath</arg><arg>${outputPath}/dump/</arg>
<arg>--resultType</arg><arg>software</arg>
</spark>
<ok to="join_extend"/>
<error to="Kill"/>

6
dump/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/eosc_project_input_parameters.json
View File

@ -35,6 +35,12 @@
"paramLongName": "workingPath",
"paramDescription": "the working path",
"paramRequired": false
},
{
"paramName": "rt",
"paramLongName": "resultType",
"paramDescription": "the working path",
"paramRequired": false
}
]

23
dump/src/main/resources/eu/dnetlib/dhp/oa/graph/dump/eosc_relationorgproject_parameter.json Normal file
View File

@ -0,0 +1,23 @@
[
{
"paramName":"s",
"paramLongName":"sourcePath",
"paramDescription": "the path of the sequencial file to read",
"paramRequired": true
},
{
"paramName": "out",
"paramLongName": "outputPath",
"paramDescription": "the path used to store temporary output files",
"paramRequired": true
},
{
"paramName": "ssm",
"paramLongName": "isSparkSessionManaged",
"paramDescription": "true if the spark session is managed, false otherwise",
"paramRequired": false
}
]

159
dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/eosc/ExtendAffiliationTest.java
View File

@ -5,6 +5,7 @@ import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.HashMap;
import java.util.List;
import java.util.Optional;
import org.apache.commons.io.FileUtils;
@ -21,7 +22,9 @@ import org.slf4j.LoggerFactory;
import com.fasterxml.jackson.databind.ObjectMapper;
import eu.dnetlib.dhp.eosc.model.Affiliation;
import eu.dnetlib.dhp.eosc.model.Organization;
import eu.dnetlib.dhp.eosc.model.Relation;
import eu.dnetlib.dhp.eosc.model.Result;
/**
@ -70,6 +73,139 @@ public class ExtendAffiliationTest {
spark.stop();
}
@Test
public void ExtendEoscResultWithOrganizationTest() throws Exception {
final String sourcePath = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/dump/eosc/input")
.getPath();
final String workingPath = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/dump/eosc/working/")
.getPath();
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
spark
.read()
.textFile("/eu/dnetlib/dhp/oa/graph/dump/eosc/working/publication")
.write()
.text(workingDir.toString() + "/working/publication");
ExtendEoscResultWithOrganizationStep2.main(new String[] {
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-outputPath", workingDir.toString() + "/",
"-sourcePath", sourcePath,
"-resultType", "publication",
"-workingPath", workingDir.toString() + "/working"
});
JavaRDD<Result> tmp = sc
.textFile(workingDir.toString() + "/working/publicationextendedaffiliation")
.map(item -> OBJECT_MAPPER.readValue(item, Result.class));
Assertions.assertEquals(3, tmp.count());
Assertions
.assertEquals(
2,
tmp
.filter(r -> Optional.ofNullable(r.getAffiliation()).isPresent() && r.getAffiliation().size() > 0)
.count());
Assertions
.assertEquals(
2,
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::93859bd27121c3ee7c6ee4bfb1790cba"))
.first()
.getAffiliation()
.size());
List<Affiliation> affiliations = tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::93859bd27121c3ee7c6ee4bfb1790cba"))
.first()
.getAffiliation();
Assertions
.assertTrue(
affiliations.stream().anyMatch(a -> a.getName().equalsIgnoreCase("Doris Engineering (France)")));
Assertions.assertTrue(affiliations.stream().anyMatch(a -> a.getName().equalsIgnoreCase("RENNES METROPOLE")));
Affiliation organization = affiliations
.stream()
.filter(a -> a.getId().equalsIgnoreCase("20|13811704aa70::51a6ade52065e3b371d1ae822e07f1ff"))
.findFirst()
.get();
Assertions.assertEquals("Doris Engineering (France)", organization.getName());
Assertions
.assertTrue(
organization
.getPid()
.stream()
.anyMatch(
p -> p.getValue().equalsIgnoreCase("grid.432986.2") && p.getType().equalsIgnoreCase("grid")));
Assertions
.assertTrue(
organization
.getPid()
.stream()
.anyMatch(
p -> p.getValue().equalsIgnoreCase("https://ror.org/03nd0ms94")
&& p.getType().equalsIgnoreCase("ror")));
Assertions.assertEquals(2, organization.getPid().size());
organization = affiliations
.stream()
.filter(a -> a.getId().equalsIgnoreCase("20|MetisRadboud::b58bdbe8ae5acead04fc76777d2f8017"))
.findFirst()
.get();
Assertions.assertEquals("RENNES METROPOLE", organization.getName());
Assertions.assertEquals(1, organization.getPid().size());
Assertions
.assertTrue(
organization.getPid().get(0).getValue().equalsIgnoreCase("892062829")
&& organization.getPid().get(0).getType().equalsIgnoreCase("pic"));
Assertions
.assertEquals(
1,
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98"))
.first()
.getAffiliation()
.size());
Assertions
.assertEquals(
"MIKARE RESEARCH",
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98"))
.first()
.getAffiliation()
.get(0)
.getName());
Assertions
.assertEquals(
0,
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98"))
.first()
.getAffiliation()
.get(0)
.getPid()
.size());
Assertions
.assertFalse(
Optional
.ofNullable(
tmp
.filter(
r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::ff21e3c55d527fa7db171137c5fd1f1f"))
.first()
.getAffiliation())
.isPresent());
}
@Test
public void selectEoscResults() throws Exception {
@ -80,9 +216,6 @@ public class ExtendAffiliationTest {
final String workingPath = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/dump/eosc/working/")
.getPath();
final String mdp = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/dump/eosc/working/masterduplicate")
.getPath();
ExtendEoscResultWithOrganizationStep2.main(new String[] {
"-isSparkSessionManaged", Boolean.FALSE.toString(),
@ -98,18 +231,18 @@ public class ExtendAffiliationTest {
.textFile(workingDir.toString() + "/organization")
.map(item -> OBJECT_MAPPER.readValue(item, Organization.class));
JavaRDD<Relation> rels = sc
.textFile(workingDir.toString() + "/resultOrganization")
.map(item -> OBJECT_MAPPER.readValue(item, Relation.class));
System.out.println(tmp.count());
// Assertions.assertEquals(3, tmp.count());
//
// Assertions
// .assertEquals(
// 0,
// tmp
// .filter(r -> Optional.ofNullable(r.getAffiliation()).isPresent() && r.getAffiliation().size() > 0)
// .count());
//
// tmp.foreach(r -> System.out.println(new ObjectMapper().writeValueAsString(r)));
Assertions.assertEquals(2, tmp.count());
Assertions.assertEquals(2, rels.count());
rels.foreach(r -> Assertions.assertTrue(r.getSource().startsWith("50|")));
rels.foreach(r -> Assertions.assertTrue(r.getTarget().startsWith("20|")));
}

130
dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/eosc/SelectEoscResultTest.java
View File

@ -128,136 +128,6 @@ public class SelectEoscResultTest {
// legalname = MIKARE RESEARCH
// pid = []
// for 50|06cdd3ff4700::ff21e3c55d527fa7db171137c5fd1f1f no affiliation relation is provided
@Test
public void ExtendEoscResultWithOrganizationTest() throws Exception {
final String sourcePath = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/dump/eosc/input")
.getPath();
final String cmp = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/dump/communityMapPath/communitymap.json")
.getPath();
String resultPath = getClass()
.getResource("/eu/dnetlib/dhp/oa/graph/dump/eosc/working/publication")
.getPath();
ExtendEoscResultWithOrganizationStep2.main(new String[] {
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-outputPath", workingDir.toString() + "/publication",
"-sourcePath", sourcePath,
// "-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
"-resultPath", resultPath
});
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
JavaRDD<Result> tmp = sc
.textFile(workingDir.toString() + "/publication")
.map(item -> OBJECT_MAPPER.readValue(item, Result.class));
Assertions.assertEquals(3, tmp.count());
Assertions
.assertEquals(
2,
tmp
.filter(r -> Optional.ofNullable(r.getAffiliation()).isPresent() && r.getAffiliation().size() > 0)
.count());
Assertions
.assertEquals(
2,
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::93859bd27121c3ee7c6ee4bfb1790cba"))
.first()
.getAffiliation()
.size());
List<Affiliation> affiliations = tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::93859bd27121c3ee7c6ee4bfb1790cba"))
.first()
.getAffiliation();
Assertions
.assertTrue(
affiliations.stream().anyMatch(a -> a.getName().equalsIgnoreCase("Doris Engineering (France)")));
Assertions.assertTrue(affiliations.stream().anyMatch(a -> a.getName().equalsIgnoreCase("RENNES METROPOLE")));
Affiliation organization = affiliations
.stream()
.filter(a -> a.getId().equalsIgnoreCase("20|13811704aa70::51a6ade52065e3b371d1ae822e07f1ff"))
.findFirst()
.get();
Assertions.assertEquals("Doris Engineering (France)", organization.getName());
Assertions
.assertTrue(
organization
.getPid()
.stream()
.anyMatch(
p -> p.getValue().equalsIgnoreCase("grid.432986.2") && p.getType().equalsIgnoreCase("grid")));
Assertions
.assertTrue(
organization
.getPid()
.stream()
.anyMatch(
p -> p.getValue().equalsIgnoreCase("https://ror.org/03nd0ms94")
&& p.getType().equalsIgnoreCase("ror")));
Assertions.assertEquals(2, organization.getPid().size());
organization = affiliations
.stream()
.filter(a -> a.getId().equalsIgnoreCase("20|MetisRadboud::b58bdbe8ae5acead04fc76777d2f8017"))
.findFirst()
.get();
Assertions.assertEquals("RENNES METROPOLE", organization.getName());
Assertions.assertEquals(1, organization.getPid().size());
Assertions
.assertTrue(
organization.getPid().get(0).getValue().equalsIgnoreCase("892062829")
&& organization.getPid().get(0).getType().equalsIgnoreCase("pic"));
Assertions
.assertEquals(
1,
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98"))
.first()
.getAffiliation()
.size());
Assertions
.assertEquals(
"MIKARE RESEARCH",
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98"))
.first()
.getAffiliation()
.get(0)
.getName());
Assertions
.assertEquals(
0,
tmp
.filter(r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98"))
.first()
.getAffiliation()
.get(0)
.getPid()
.size());
Assertions
.assertFalse(
Optional
.ofNullable(
tmp
.filter(
r -> r.getId().equalsIgnoreCase("50|06cdd3ff4700::ff21e3c55d527fa7db171137c5fd1f1f"))
.first()
.getAffiliation())
.isPresent());
}
@Test
public void verifyIndicatorsTest() throws Exception {

4
dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/eosc/input/organization/organization
View File

File diff suppressed because one or more lines are too long

6
dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/eosc/input/relation/relation
View File

@ -9,4 +9,8 @@
{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"iis::document_affiliations","inferred":true,"invisible":false,"provenanceaction":{"classid":"iis","classname":"Inferred by OpenAIRE","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.8847"},"lastupdatetimestamp":1658466741040,"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","source":"20|____________::d1b0ee22411434cf905692d0fac25749","subRelType":"affiliation","target":"50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98","validated":false}
{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"iis::document_affiliations","inferred":true,"invisible":false,"provenanceaction":{"classid":"iis","classname":"Inferred by OpenAIRE","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.8847"},"lastupdatetimestamp":1658466737372,"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","source":"20|____________::d1b0ee22411434cf905692d0fac25749","subRelType":"affiliation","target":"50|pmid________::3a5bb2b50c18e755cbe67b9ca7d821ee","validated":false}
{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"iis::document_affiliations","inferred":true,"invisible":false,"provenanceaction":{"classid":"iis","classname":"Inferred by OpenAIRE","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.8998"},"lastupdatetimestamp":1658466717565,"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","source":"20|aka_________::04ab269cfcf6bd571b6285151ec554b5","subRelType":"affiliation","target":"50|nora_uio__no::01152f3e683765695bbad68fc692b85e","validated":false}
{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"iis::document_affiliations","inferred":true,"invisible":false,"provenanceaction":{"classid":"iis","classname":"Inferred by OpenAIRE","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.8998"},"lastupdatetimestamp":1658466733174,"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","source":"20|aka_________::0838366fa1df3c1599ddefc2168ada5d","subRelType":"affiliation","target":"50|arXiv_______::abe2b16af6067994dda4beab6410b35d","validated":false}
{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"iis::document_affiliations","inferred":true,"invisible":false,"provenanceaction":{"classid":"iis","classname":"Inferred by OpenAIRE","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.8998"},"lastupdatetimestamp":1658466733174,"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","source":"20|aka_________::0838366fa1df3c1599ddefc2168ada5d","subRelType":"affiliation","target":"50|arXiv_______::abe2b16af6067994dda4beab6410b35d","validated":false}
{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"iis::document_affiliations","inferred":true,"invisible":false,"provenanceaction":{"classid":"iis","classname":"Inferred by OpenAIRE","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.8847"},"lastupdatetimestamp":1658466741040,"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","target":"20|chistera____::9146e9ef10640675f361d674e77bd254","subRelType":"affiliation","source":"50|355e65625b88::38d0ab3b2212878dee7072170f1561ee","validated":false}
{"dataInfo":{"deletedbyinference":false,"inferenceprovenance":"iis::document_affiliations","inferred":true,"invisible":false,"provenanceaction":{"classid":"iis","classname":"Inferred by OpenAIRE","schemeid":"dnet:provenanceActions","schemename":"dnet:provenanceActions"},"trust":"0.8847"},"lastupdatetimestamp":1658466737372,"properties":[],"relClass":"isAuthorInstitutionOf","relType":"resultOrganization","target":"20|chistera____::9146e9ef10640675f361d674e77bd254","subRelType":"affiliation","source":"50|06cdd3ff4700::cd7711c65d518859f1d87056e2c45d98","validated":false}
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