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minor changes in dedup tests, bug fix in the idgenerator and pace-core version update

This commit is contained in:
miconis 2020-09-29 15:31:46 +02:00
parent 4cf79f32eb
commit e3f7798d1b
16 changed files with 751 additions and 669 deletions
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4
dhp-workflows/dhp-dedup-openaire/pom.xml
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@ -90,6 +90,10 @@
<groupId>com.fasterxml.jackson.core</groupId> <groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-core</artifactId> <artifactId>jackson-core</artifactId>
</dependency> </dependency>
<dependency>
<groupId>org.apache.httpcomponents</groupId>
<artifactId>httpclient</artifactId>
</dependency>
</dependencies> </dependencies>

1
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/AbstractSparkAction.java
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@ -29,6 +29,7 @@ import eu.dnetlib.pace.config.DedupConfig;
abstract class AbstractSparkAction implements Serializable { abstract class AbstractSparkAction implements Serializable {
protected static final int NUM_PARTITIONS = 1000; protected static final int NUM_PARTITIONS = 1000;
protected static final int NUM_CONNECTIONS = 20;
protected static final ObjectMapper OBJECT_MAPPER = new ObjectMapper() protected static final ObjectMapper OBJECT_MAPPER = new ObjectMapper()
.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false); .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false);

23
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/DedupRecordFactory.java
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@ -1,12 +1,10 @@
package eu.dnetlib.dhp.oa.dedup; package eu.dnetlib.dhp.oa.dedup;
import com.fasterxml.jackson.databind.DeserializationFeature; import java.text.ParseException;
import com.fasterxml.jackson.databind.ObjectMapper; import java.text.SimpleDateFormat;
import com.google.common.collect.Lists; import java.util.*;
import eu.dnetlib.dhp.schema.common.EntityType;
import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.*;
import org.apache.commons.lang.StringUtils; import org.apache.commons.lang.StringUtils;
import org.apache.spark.api.java.function.MapFunction; import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.api.java.function.MapGroupsFunction; import org.apache.spark.api.java.function.MapGroupsFunction;
@ -15,11 +13,15 @@ import org.apache.spark.sql.Encoders;
import org.apache.spark.sql.SparkSession; import org.apache.spark.sql.SparkSession;
import org.slf4j.Logger; import org.slf4j.Logger;
import org.slf4j.LoggerFactory; import org.slf4j.LoggerFactory;
import scala.Tuple2;
import java.text.ParseException; import com.fasterxml.jackson.databind.DeserializationFeature;
import java.text.SimpleDateFormat; import com.fasterxml.jackson.databind.ObjectMapper;
import java.util.*; import com.google.common.collect.Lists;
import eu.dnetlib.dhp.schema.common.EntityType;
import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.*;
import scala.Tuple2;
public class DedupRecordFactory { public class DedupRecordFactory {
@ -115,5 +117,4 @@ public class DedupRecordFactory {
return entity; return entity;
} }
} }

64
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/IdGenerator.java
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@ -1,23 +1,25 @@
package eu.dnetlib.dhp.oa.dedup;
import com.google.common.collect.Lists; package eu.dnetlib.dhp.oa.dedup;
import eu.dnetlib.dhp.schema.common.EntityType;
import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.Field;
import eu.dnetlib.dhp.schema.oaf.OafEntity;
import eu.dnetlib.dhp.schema.oaf.Result;
import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
import org.apache.commons.lang.NullArgumentException;
import org.apache.commons.lang.StringUtils;
import java.io.Serializable; import java.io.Serializable;
import java.text.ParseException; import java.text.ParseException;
import java.text.SimpleDateFormat; import java.text.SimpleDateFormat;
import java.util.*; import java.util.*;
import org.apache.commons.lang.NullArgumentException;
import org.apache.commons.lang.StringUtils;
import com.google.common.collect.Lists;
import eu.dnetlib.dhp.schema.common.EntityType;
import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.Field;
import eu.dnetlib.dhp.schema.oaf.OafEntity;
import eu.dnetlib.dhp.schema.oaf.Result;
import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
public class IdGenerator implements Serializable { public class IdGenerator implements Serializable {
private static SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
public static String CROSSREF_ID = "10|openaire____::081b82f96300b6a6e3d282bad31cb6e2"; public static String CROSSREF_ID = "10|openaire____::081b82f96300b6a6e3d282bad31cb6e2";
public static String DATACITE_ID = "10|openaire____::9e3be59865b2c1c335d32dae2fe7b254"; public static String DATACITE_ID = "10|openaire____::9e3be59865b2c1c335d32dae2fe7b254";
@ -26,13 +28,17 @@ public class IdGenerator implements Serializable {
if (pids == null || pids.size() == 0) if (pids == null || pids.size() == 0)
return defaultID; return defaultID;
Optional<Identifier> bp = pids.stream() Optional<Identifier> bp = pids
.stream()
.max(Identifier::compareTo); .max(Identifier::compareTo);
if (bp.get().isUseOriginal() || bp.get().getPid().getValue() == null) { if (bp.get().isUseOriginal() || bp.get().getPid().getValue() == null) {
return bp.get().getOriginalID().split("\\|")[0] + "|dedup_wf_001::" + DedupUtility.md5(bp.get().getOriginalID()); return bp.get().getOriginalID().split("\\|")[0] + "|dedup_wf_001::"
+ DedupUtility.md5(bp.get().getOriginalID());
} else { } else {
return bp.get().getOriginalID().split("\\|")[0] + "|" + createPrefix(bp.get().getPid().getQualifier().getClassid()) + "::" + DedupUtility.md5(bp.get().getPid().getValue()); return bp.get().getOriginalID().split("\\|")[0] + "|"
+ createPrefix(bp.get().getPid().getQualifier().getClassid()) + "::"
+ DedupUtility.md5(bp.get().getPid().getValue());
} }
} }
@ -41,15 +47,29 @@ public class IdGenerator implements Serializable {
public static <T extends OafEntity> List<Identifier> bestPidtoIdentifier(T entity) { public static <T extends OafEntity> List<Identifier> bestPidtoIdentifier(T entity) {
if (entity.getPid() == null || entity.getPid().size() == 0) if (entity.getPid() == null || entity.getPid().size() == 0)
return Lists.newArrayList(new Identifier(new StructuredProperty(), new Date(), PidType.original, entity.getCollectedfrom(), EntityType.fromClass(entity.getClass()), entity.getId())); return Lists
.newArrayList(
new Identifier(new StructuredProperty(), new Date(), PidType.original, entity.getCollectedfrom(),
EntityType.fromClass(entity.getClass()), entity.getId()));
Optional<StructuredProperty> bp = entity.getPid().stream() Optional<StructuredProperty> bp = entity
.getPid()
.stream()
.filter(pid -> PidType.classidValueOf(pid.getQualifier().getClassid()) != PidType.undefined) .filter(pid -> PidType.classidValueOf(pid.getQualifier().getClassid()) != PidType.undefined)
.max(Comparator.comparing(pid -> PidType.classidValueOf(pid.getQualifier().getClassid()))); .max(Comparator.comparing(pid -> PidType.classidValueOf(pid.getQualifier().getClassid())));
return bp.map(structuredProperty -> return bp
Lists.newArrayList(new Identifier(structuredProperty, extractDate(entity, sdf), PidType.classidValueOf(structuredProperty.getQualifier().getClassid()), entity.getCollectedfrom(), EntityType.fromClass(entity.getClass()), entity.getId())) .map(
).orElseGet(() -> Lists.newArrayList(new Identifier(new StructuredProperty(), new Date(), PidType.original, entity.getCollectedfrom(), EntityType.fromClass(entity.getClass()), entity.getId()))); structuredProperty -> Lists
.newArrayList(
new Identifier(structuredProperty, extractDate(entity, new SimpleDateFormat("yyyy-MM-dd")),
PidType.classidValueOf(structuredProperty.getQualifier().getClassid()),
entity.getCollectedfrom(), EntityType.fromClass(entity.getClass()), entity.getId())))
.orElseGet(
() -> Lists
.newArrayList(
new Identifier(new StructuredProperty(), new Date(), PidType.original,
entity.getCollectedfrom(), EntityType.fromClass(entity.getClass()), entity.getId())));
} }
@ -65,7 +85,8 @@ public class IdGenerator implements Serializable {
} }
//extracts the date from the record. If the date is not available or is not wellformed, it returns a base date: 00-01-01 // extracts the date from the record. If the date is not available or is not wellformed, it returns a base date:
// 00-01-01
public static <T extends OafEntity> Date extractDate(T duplicate, SimpleDateFormat sdf) { public static <T extends OafEntity> Date extractDate(T duplicate, SimpleDateFormat sdf) {
String date = "2000-01-01"; String date = "2000-01-01";
@ -85,6 +106,7 @@ public class IdGenerator implements Serializable {
} }
public static boolean isWellformed(Field<String> date) { public static boolean isWellformed(Field<String> date) {
return date != null && StringUtils.isNotBlank(date.getValue()) && date.getValue().matches(DatePicker.DATE_PATTERN) && DatePicker.inRange(date.getValue()); return date != null && StringUtils.isNotBlank(date.getValue())
&& date.getValue().matches(DatePicker.DATE_PATTERN) && DatePicker.inRange(date.getValue());
} }
} }

36
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/Identifier.java
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@ -1,13 +1,14 @@
package eu.dnetlib.dhp.oa.dedup;
import eu.dnetlib.dhp.schema.common.EntityType; package eu.dnetlib.dhp.oa.dedup;
import eu.dnetlib.dhp.schema.oaf.KeyValue;
import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
import java.io.Serializable; import java.io.Serializable;
import java.util.Date; import java.util.Date;
import java.util.List; import java.util.List;
import eu.dnetlib.dhp.schema.common.EntityType;
import eu.dnetlib.dhp.schema.oaf.KeyValue;
import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
public class Identifier implements Serializable, Comparable<Identifier> { public class Identifier implements Serializable, Comparable<Identifier> {
StructuredProperty pid; StructuredProperty pid;
@ -17,9 +18,11 @@ public class Identifier implements Serializable, Comparable<Identifier>{
EntityType entityType; EntityType entityType;
String originalID; String originalID;
boolean useOriginal = false; //to know if the top identifier won because of the alphabetical order of the original ID boolean useOriginal = false; // to know if the top identifier won because of the alphabetical order of the original
// ID
public Identifier(StructuredProperty pid, Date date, PidType type, List<KeyValue> collectedFrom, EntityType entityType, String originalID) { public Identifier(StructuredProperty pid, Date date, PidType type, List<KeyValue> collectedFrom,
EntityType entityType, String originalID) {
this.pid = pid; this.pid = pid;
this.date = date; this.date = date;
this.type = type; this.type = type;
@ -86,18 +89,23 @@ public class Identifier implements Serializable, Comparable<Identifier>{
@Override @Override
public int compareTo(Identifier i) { public int compareTo(Identifier i) {
//priority in comparisons: 1) pidtype, 2) collectedfrom (depending on the entity type) , 3) date 4) alphabetical order of the originalID // priority in comparisons: 1) pidtype, 2) collectedfrom (depending on the entity type) , 3) date 4)
// alphabetical order of the originalID
if (this.getType().compareTo(i.getType()) == 0) { // same type if (this.getType().compareTo(i.getType()) == 0) { // same type
if (entityType == EntityType.publication) { if (entityType == EntityType.publication) {
if (isFromDatasourceID(this.collectedFrom, IdGenerator.CROSSREF_ID) && !isFromDatasourceID(i.collectedFrom, IdGenerator.CROSSREF_ID)) if (isFromDatasourceID(this.collectedFrom, IdGenerator.CROSSREF_ID)
&& !isFromDatasourceID(i.collectedFrom, IdGenerator.CROSSREF_ID))
return 1; return 1;
if (isFromDatasourceID(i.collectedFrom, IdGenerator.CROSSREF_ID) && !isFromDatasourceID(this.collectedFrom, IdGenerator.CROSSREF_ID)) if (isFromDatasourceID(i.collectedFrom, IdGenerator.CROSSREF_ID)
&& !isFromDatasourceID(this.collectedFrom, IdGenerator.CROSSREF_ID))
return -1; return -1;
} }
if (entityType == EntityType.dataset) { if (entityType == EntityType.dataset) {
if (isFromDatasourceID(this.collectedFrom, IdGenerator.DATACITE_ID) && !isFromDatasourceID(i.collectedFrom, IdGenerator.DATACITE_ID)) if (isFromDatasourceID(this.collectedFrom, IdGenerator.DATACITE_ID)
&& !isFromDatasourceID(i.collectedFrom, IdGenerator.DATACITE_ID))
return 1; return 1;
if (isFromDatasourceID(i.collectedFrom, IdGenerator.DATACITE_ID) && !isFromDatasourceID(this.collectedFrom, IdGenerator.DATACITE_ID)) if (isFromDatasourceID(i.collectedFrom, IdGenerator.DATACITE_ID)
&& !isFromDatasourceID(this.collectedFrom, IdGenerator.DATACITE_ID))
return -1; return -1;
} }
@ -110,12 +118,10 @@ public class Identifier implements Serializable, Comparable<Identifier>{
// the minus because we need to take the alphabetically lower id // the minus because we need to take the alphabetically lower id
return -this.originalID.compareTo(i.originalID); return -this.originalID.compareTo(i.originalID);
} } else
else
// the minus is because we need to take the elder date // the minus is because we need to take the elder date
return -this.getDate().compareTo(date); return -this.getDate().compareTo(date);
} } else {
else {
return this.getType().compareTo(i.getType()); return this.getType().compareTo(i.getType());
} }

17
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/OrgSimRel.java
View File

@ -1,3 +1,4 @@
package eu.dnetlib.dhp.oa.dedup; package eu.dnetlib.dhp.oa.dedup;
import java.io.Serializable; import java.io.Serializable;
@ -15,7 +16,8 @@ public class OrgSimRel implements Serializable {
public OrgSimRel() { public OrgSimRel() {
} }
public OrgSimRel(String local_id, String oa_original_id, String oa_name, String oa_acronym, String oa_country, String oa_url, String oa_collectedfrom) { public OrgSimRel(String local_id, String oa_original_id, String oa_name, String oa_acronym, String oa_country,
String oa_url, String oa_collectedfrom) {
this.local_id = local_id; this.local_id = local_id;
this.oa_original_id = oa_original_id; this.oa_original_id = oa_original_id;
this.oa_name = oa_name; this.oa_name = oa_name;
@ -80,4 +82,17 @@ public class OrgSimRel implements Serializable {
public void setOa_collectedfrom(String oa_collectedfrom) { public void setOa_collectedfrom(String oa_collectedfrom) {
this.oa_collectedfrom = oa_collectedfrom; this.oa_collectedfrom = oa_collectedfrom;
} }
@Override
public String toString() {
return "OrgSimRel{" +
"local_id='" + local_id + '\'' +
", oa_original_id='" + oa_original_id + '\'' +
", oa_name='" + oa_name + '\'' +
", oa_acronym='" + oa_acronym + '\'' +
", oa_country='" + oa_country + '\'' +
", oa_url='" + oa_url + '\'' +
", oa_collectedfrom='" + oa_collectedfrom + '\'' +
'}';
}
} }

14
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/PidType.java
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@ -1,23 +1,15 @@
package eu.dnetlib.dhp.oa.dedup; package eu.dnetlib.dhp.oa.dedup;
public enum PidType { public enum PidType {
// from the less to the more important // from the less to the more important
undefined, undefined, original, orcid, ror, grid, pdb, arXiv, pmid, doi;
original,
orcid,
ror,
grid,
pdb,
arXiv,
pmid,
doi;
public static PidType classidValueOf(String s) { public static PidType classidValueOf(String s) {
try { try {
return PidType.valueOf(s); return PidType.valueOf(s);
} } catch (Exception e) {
catch (Exception e) {
return PidType.undefined; return PidType.undefined;
} }
} }

76
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCollectSimRels.java
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@ -1,21 +1,5 @@
package eu.dnetlib.dhp.oa.dedup;
import eu.dnetlib.dhp.application.ArgumentApplicationParser; package eu.dnetlib.dhp.oa.dedup;
import eu.dnetlib.dhp.schema.oaf.DataInfo;
import eu.dnetlib.dhp.schema.oaf.Relation;
import eu.dnetlib.dhp.utils.ISLookupClientFactory;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
import eu.dnetlib.pace.config.DedupConfig;
import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.sql.*;
import org.dom4j.DocumentException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import scala.Tuple2;
import java.io.IOException; import java.io.IOException;
import java.util.ArrayList; import java.util.ArrayList;
@ -24,6 +8,24 @@ import java.util.Optional;
import java.util.stream.Collectors; import java.util.stream.Collectors;
import java.util.stream.StreamSupport; import java.util.stream.StreamSupport;
import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.sql.*;
import org.dom4j.DocumentException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.schema.oaf.DataInfo;
import eu.dnetlib.dhp.schema.oaf.Relation;
import eu.dnetlib.dhp.utils.ISLookupClientFactory;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
import eu.dnetlib.pace.config.DedupConfig;
import scala.Tuple2;
public class SparkCollectSimRels extends AbstractSparkAction { public class SparkCollectSimRels extends AbstractSparkAction {
private static final Logger log = LoggerFactory.getLogger(SparkCollectSimRels.class); private static final Logger log = LoggerFactory.getLogger(SparkCollectSimRels.class);
@ -31,7 +33,8 @@ public class SparkCollectSimRels extends AbstractSparkAction {
Dataset<Row> simGroupsDS; Dataset<Row> simGroupsDS;
Dataset<Row> groupsDS; Dataset<Row> groupsDS;
public SparkCollectSimRels(ArgumentApplicationParser parser, SparkSession spark, Dataset<Row> simGroupsDS, Dataset<Row> groupsDS) { public SparkCollectSimRels(ArgumentApplicationParser parser, SparkSession spark, Dataset<Row> simGroupsDS,
Dataset<Row> groupsDS) {
super(parser, spark); super(parser, spark);
this.simGroupsDS = simGroupsDS; this.simGroupsDS = simGroupsDS;
this.groupsDS = groupsDS; this.groupsDS = groupsDS;
@ -54,7 +57,8 @@ public class SparkCollectSimRels extends AbstractSparkAction {
SparkSession spark = getSparkSession(conf); SparkSession spark = getSparkSession(conf);
DataFrameReader readOptions = spark.read() DataFrameReader readOptions = spark
.read()
.format("jdbc") .format("jdbc")
.option("url", dbUrl) .option("url", dbUrl)
.option("user", dbUser) .option("user", dbUser)
@ -64,8 +68,8 @@ public class SparkCollectSimRels extends AbstractSparkAction {
parser, parser,
spark, spark,
readOptions.option("dbtable", "similarity_groups").load(), readOptions.option("dbtable", "similarity_groups").load(),
readOptions.option("dbtable", "groups").load() readOptions.option("dbtable", "groups").load())
).run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl"))); .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
} }
@Override @Override
@ -90,16 +94,16 @@ public class SparkCollectSimRels extends AbstractSparkAction {
log.info("postgresUrl: {}", dbUrl); log.info("postgresUrl: {}", dbUrl);
log.info("postgresPassword: xxx"); log.info("postgresPassword: xxx");
JavaPairRDD<String, List<String>> similarityGroup = JavaPairRDD<String, List<String>> similarityGroup = simGroupsDS
simGroupsDS
.toJavaRDD() .toJavaRDD()
.mapToPair(r -> new Tuple2<>(r.getString(0), r.getString(1))) .mapToPair(r -> new Tuple2<>(r.getString(0), r.getString(1)))
.groupByKey() .groupByKey()
.mapToPair(i -> new Tuple2<>(i._1(), StreamSupport.stream(i._2().spliterator(), false) .mapToPair(
i -> new Tuple2<>(i._1(), StreamSupport
.stream(i._2().spliterator(), false)
.collect(Collectors.toList()))); .collect(Collectors.toList())));
JavaPairRDD<String, String> groupIds = JavaPairRDD<String, String> groupIds = groupsDS
groupsDS
.toJavaRDD() .toJavaRDD()
.mapToPair(r -> new Tuple2<>(r.getString(0), r.getString(1))); .mapToPair(r -> new Tuple2<>(r.getString(0), r.getString(1)));
@ -120,15 +124,17 @@ public class SparkCollectSimRels extends AbstractSparkAction {
return rels.iterator(); return rels.iterator();
}); });
Dataset<Relation> resultRelations = spark.createDataset( Dataset<Relation> resultRelations = spark
.createDataset(
relations.filter(r -> r.getRelType().equals("resultResult")).rdd(), relations.filter(r -> r.getRelType().equals("resultResult")).rdd(),
Encoders.bean(Relation.class) Encoders.bean(Relation.class))
).repartition(numPartitions); .repartition(numPartitions);
Dataset<Relation> organizationRelations = spark.createDataset( Dataset<Relation> organizationRelations = spark
.createDataset(
relations.filter(r -> r.getRelType().equals("organizationOrganization")).rdd(), relations.filter(r -> r.getRelType().equals("organizationOrganization")).rdd(),
Encoders.bean(Relation.class) Encoders.bean(Relation.class))
).repartition(numPartitions); .repartition(numPartitions);
for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) { for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) {
switch (dedupConf.getWf().getSubEntityValue()) { switch (dedupConf.getWf().getSubEntityValue()) {
@ -136,7 +142,8 @@ public class SparkCollectSimRels extends AbstractSparkAction {
savePostgresRelation(organizationRelations, workingPath, actionSetId, "organization"); savePostgresRelation(organizationRelations, workingPath, actionSetId, "organization");
break; break;
default: default:
savePostgresRelation(resultRelations, workingPath, actionSetId, dedupConf.getWf().getSubEntityValue()); savePostgresRelation(
resultRelations, workingPath, actionSetId, dedupConf.getWf().getSubEntityValue());
break; break;
} }
} }
@ -166,7 +173,8 @@ public class SparkCollectSimRels extends AbstractSparkAction {
return r; return r;
} }
private void savePostgresRelation(Dataset<Relation> newRelations, String workingPath, String actionSetId, String entityType) { private void savePostgresRelation(Dataset<Relation> newRelations, String workingPath, String actionSetId,
String entityType) {
newRelations newRelations
.write() .write()
.mode(SaveMode.Append) .mode(SaveMode.Append)

6
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkCreateSimRels.java
View File

@ -100,14 +100,14 @@ public class SparkCreateSimRels extends AbstractSparkAction {
.repartition(numPartitions); .repartition(numPartitions);
// create relations by comparing only elements in the same group // create relations by comparing only elements in the same group
spark.createDataset( spark
.createDataset(
Deduper Deduper
.computeRelations(sc, blocks, dedupConf) .computeRelations(sc, blocks, dedupConf)
.map(t -> createSimRel(t._1(), t._2(), entity)) .map(t -> createSimRel(t._1(), t._2(), entity))
.repartition(numPartitions) .repartition(numPartitions)
.rdd(), .rdd(),
Encoders.bean(Relation.class) Encoders.bean(Relation.class))
)
.write() .write()
.mode(SaveMode.Append) .mode(SaveMode.Append)
.parquet(outputPath); .parquet(outputPath);

98
dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkPrepareOrgRels.java
View File

@ -1,13 +1,11 @@
package eu.dnetlib.dhp.oa.dedup; package eu.dnetlib.dhp.oa.dedup;
import eu.dnetlib.dhp.application.ArgumentApplicationParser; import static jdk.nashorn.internal.objects.NativeDebug.map;
import eu.dnetlib.dhp.schema.common.EntityType;
import eu.dnetlib.dhp.schema.common.ModelSupport; import java.io.IOException;
import eu.dnetlib.dhp.schema.oaf.*; import java.util.*;
import eu.dnetlib.dhp.utils.ISLookupClientFactory;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
import eu.dnetlib.pace.config.DedupConfig;
import org.apache.commons.io.IOUtils; import org.apache.commons.io.IOUtils;
import org.apache.http.client.methods.CloseableHttpResponse; import org.apache.http.client.methods.CloseableHttpResponse;
import org.apache.http.client.methods.HttpGet; import org.apache.http.client.methods.HttpGet;
@ -15,6 +13,7 @@ import org.apache.http.impl.client.CloseableHttpClient;
import org.apache.http.impl.client.HttpClients; import org.apache.http.impl.client.HttpClients;
import org.apache.spark.SparkConf; import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaRDD; import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.function.FilterFunction;
import org.apache.spark.api.java.function.MapFunction; import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.api.java.function.MapGroupsFunction; import org.apache.spark.api.java.function.MapGroupsFunction;
import org.apache.spark.sql.Dataset; import org.apache.spark.sql.Dataset;
@ -24,22 +23,21 @@ import org.apache.spark.sql.SparkSession;
import org.dom4j.DocumentException; import org.dom4j.DocumentException;
import org.slf4j.Logger; import org.slf4j.Logger;
import org.slf4j.LoggerFactory; import org.slf4j.LoggerFactory;
import scala.Tuple2;
import java.io.IOException; import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import java.util.ArrayList; import eu.dnetlib.dhp.schema.common.EntityType;
import java.util.Iterator; import eu.dnetlib.dhp.schema.common.ModelSupport;
import java.util.List; import eu.dnetlib.dhp.schema.oaf.*;
import java.util.Properties; import eu.dnetlib.dhp.utils.ISLookupClientFactory;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
import eu.dnetlib.pace.config.DedupConfig;
import scala.Tuple2;
public class SparkPrepareOrgRels extends AbstractSparkAction { public class SparkPrepareOrgRels extends AbstractSparkAction {
private static final Logger log = LoggerFactory.getLogger(SparkCreateDedupRecord.class); private static final Logger log = LoggerFactory.getLogger(SparkCreateDedupRecord.class);
public static final String ROOT_TRUST = "0.8";
public static final String PROVENANCE_ACTION_CLASS = "sysimport:dedup";
public static final String PROVENANCE_ACTIONS = "dnet:provenanceActions";
public SparkPrepareOrgRels(ArgumentApplicationParser parser, SparkSession spark) { public SparkPrepareOrgRels(ArgumentApplicationParser parser, SparkSession spark) {
super(parser, spark); super(parser, spark);
} }
@ -57,7 +55,7 @@ public class SparkPrepareOrgRels extends AbstractSparkAction {
conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer"); conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
conf.registerKryoClasses(ModelSupport.getOafModelClasses()); conf.registerKryoClasses(ModelSupport.getOafModelClasses());
new SparkCreateDedupRecord(parser, getSparkSession(conf)) new SparkPrepareOrgRels(parser, getSparkSession(conf))
.run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl"))); .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl")));
} }
@ -68,7 +66,15 @@ public class SparkPrepareOrgRels extends AbstractSparkAction {
final String isLookUpUrl = parser.get("isLookUpUrl"); final String isLookUpUrl = parser.get("isLookUpUrl");
final String actionSetId = parser.get("actionSetId"); final String actionSetId = parser.get("actionSetId");
final String workingPath = parser.get("workingPath"); final String workingPath = parser.get("workingPath");
final String apiUrl = parser.get("apiUrl"); final int numConnections = Optional
.ofNullable(parser.get("numConnections"))
.map(Integer::valueOf)
.orElse(NUM_CONNECTIONS);
final String apiUrl = Optional
.ofNullable(parser.get("apiUrl"))
.orElse("");
final String dbUrl = parser.get("dbUrl"); final String dbUrl = parser.get("dbUrl");
final String dbTable = parser.get("dbTable"); final String dbTable = parser.get("dbTable");
final String dbUser = parser.get("dbUser"); final String dbUser = parser.get("dbUser");
@ -78,6 +84,7 @@ public class SparkPrepareOrgRels extends AbstractSparkAction {
log.info("isLookUpUrl: '{}'", isLookUpUrl); log.info("isLookUpUrl: '{}'", isLookUpUrl);
log.info("actionSetId: '{}'", actionSetId); log.info("actionSetId: '{}'", actionSetId);
log.info("workingPath: '{}'", workingPath); log.info("workingPath: '{}'", workingPath);
log.info("numPartitions: '{}'", numConnections);
log.info("apiUrl: '{}'", apiUrl); log.info("apiUrl: '{}'", apiUrl);
log.info("dbUrl: '{}'", dbUrl); log.info("dbUrl: '{}'", dbUrl);
log.info("dbUser: '{}'", dbUser); log.info("dbUser: '{}'", dbUser);
@ -93,7 +100,11 @@ public class SparkPrepareOrgRels extends AbstractSparkAction {
connectionProperties.put("user", dbUser); connectionProperties.put("user", dbUser);
connectionProperties.put("password", dbPwd); connectionProperties.put("password", dbPwd);
relations.write().mode(SaveMode.Overwrite).jdbc(dbUrl, dbTable, connectionProperties); relations
.repartition(numConnections)
.write()
.mode(SaveMode.Overwrite)
.jdbc(dbUrl, dbTable, connectionProperties);
if (!apiUrl.isEmpty()) if (!apiUrl.isEmpty())
updateSimRels(apiUrl); updateSimRels(apiUrl);
@ -116,7 +127,8 @@ public class SparkPrepareOrgRels extends AbstractSparkAction {
}, },
Encoders.tuple(Encoders.STRING(), Encoders.kryo(Organization.class))); Encoders.tuple(Encoders.STRING(), Encoders.kryo(Organization.class)));
Dataset<Tuple2<String, String>> relations = spark.createDataset( Dataset<Tuple2<String, String>> relations = spark
.createDataset(
spark spark
.read() .read()
.load(mergeRelsPath) .load(mergeRelsPath)
@ -130,33 +142,47 @@ public class SparkPrepareOrgRels extends AbstractSparkAction {
for (String id1 : g._2()) { for (String id1 : g._2()) {
for (String id2 : g._2()) { for (String id2 : g._2()) {
if (!id1.equals(id2)) if (!id1.equals(id2))
if (id1.contains("openorgs")) if (id1.contains("openorgs____") && !id2.contains("openorgsmesh"))
rels.add(new Tuple2<>(id1, id2)); rels.add(new Tuple2<>(id1, id2));
} }
} }
return rels.iterator(); return rels.iterator();
}).rdd(), })
.rdd(),
Encoders.tuple(Encoders.STRING(), Encoders.STRING())); Encoders.tuple(Encoders.STRING(), Encoders.STRING()));
return relations Dataset<Tuple2<String, OrgSimRel>> relations2 = relations // <openorgs, corda>
.joinWith(entities, relations.col("_2").equalTo(entities.col("_1")), "inner") .joinWith(entities, relations.col("_2").equalTo(entities.col("_1")), "inner")
.map( .map(
(MapFunction<Tuple2<Tuple2<String, String>, Tuple2<String, Organization>>, OrgSimRel>)r -> (MapFunction<Tuple2<Tuple2<String, String>, Tuple2<String, Organization>>, OrgSimRel>) r -> new OrgSimRel(
new OrgSimRel( r._1()._1(),
r._1()._2(),
r._2()._2().getOriginalId().get(0), r._2()._2().getOriginalId().get(0),
r._2()._2().getLegalname().getValue(), r._2()._2().getLegalname() != null ? r._2()._2().getLegalname().getValue() : "",
r._2()._2().getLegalshortname().getValue(), r._2()._2().getLegalshortname() != null ? r._2()._2().getLegalshortname().getValue() : "",
r._2()._2().getCountry().getClassid(), r._2()._2().getCountry() != null ? r._2()._2().getCountry().getClassid() : "",
r._2()._2().getWebsiteurl().getValue(), r._2()._2().getWebsiteurl() != null ? r._2()._2().getWebsiteurl().getValue() : "",
r._2()._2().getCollectedfrom().get(0).getValue() r._2()._2().getCollectedfrom().get(0).getValue()),
), Encoders.bean(OrgSimRel.class))
Encoders.bean(OrgSimRel.class) .map(
); (MapFunction<OrgSimRel, Tuple2<String, OrgSimRel>>) o -> new Tuple2<>(o.getLocal_id(), o),
Encoders.tuple(Encoders.STRING(), Encoders.bean(OrgSimRel.class)));
return relations2
.joinWith(entities, relations2.col("_1").equalTo(entities.col("_1")), "inner")
.map(
(MapFunction<Tuple2<Tuple2<String, OrgSimRel>, Tuple2<String, Organization>>, OrgSimRel>) r -> {
OrgSimRel orgSimRel = r._1()._2();
orgSimRel.setLocal_id(r._2()._2().getOriginalId().get(0));
return orgSimRel;
},
Encoders.bean(OrgSimRel.class));
} }
private static String updateSimRels(final String apiUrl) throws IOException { private static String updateSimRels(final String apiUrl) throws IOException {
log.info("Updating simrels on the portal");
final HttpGet req = new HttpGet(apiUrl); final HttpGet req = new HttpGet(apiUrl);
try (final CloseableHttpClient client = HttpClients.createDefault()) { try (final CloseableHttpClient client = HttpClients.createDefault()) {
try (final CloseableHttpResponse response = client.execute(req)) { try (final CloseableHttpResponse response = client.execute(req)) {

27
dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/orgsdedup/oozie_app/workflow.xml
View File

@ -1,4 +1,4 @@
<workflow-app name="Duplicate Scan" xmlns="uri:oozie:workflow:0.5"> <workflow-app name="Organization Dedup" xmlns="uri:oozie:workflow:0.5">
<parameters> <parameters>
<property> <property>
<name>graphBasePath</name> <name>graphBasePath</name>
@ -24,10 +24,6 @@
<name>cutConnectedComponent</name> <name>cutConnectedComponent</name>
<description>max number of elements in a connected component</description> <description>max number of elements in a connected component</description>
</property> </property>
<property>
<name>apiUrl</name>
<description>the url for the APIs of the openorgs service</description>
</property>
<property> <property>
<name>dbUrl</name> <name>dbUrl</name>
<description>the url of the database</description> <description>the url of the database</description>
@ -109,6 +105,16 @@
<fs> <fs>
<delete path="${workingPath}"/> <delete path="${workingPath}"/>
</fs> </fs>
<ok to="copyRelations"/>
<error to="Kill"/>
</action>
<action name="copyRelations">
<distcp xmlns="uri:oozie:distcp-action:0.2">
<arg>-pb</arg>
<arg>${graphBasePath}/relation</arg>
<arg>${workingPath}/${actionSetId}/organization_simrel</arg>
</distcp>
<ok to="CreateSimRel"/> <ok to="CreateSimRel"/>
<error to="Kill"/> <error to="Kill"/>
</action> </action>
@ -136,16 +142,6 @@
<arg>--workingPath</arg><arg>${workingPath}</arg> <arg>--workingPath</arg><arg>${workingPath}</arg>
<arg>--numPartitions</arg><arg>8000</arg> <arg>--numPartitions</arg><arg>8000</arg>
</spark> </spark>
<ok to="copyRelations"/>
<error to="Kill"/>
</action>
<action name="copyRelations">
<distcp xmlns="uri:oozie:distcp-action:0.2">
<arg>-pb</arg>
<arg>${graphBasePath}/relation</arg>
<arg>${workingPath}/organization_simrel</arg>
</distcp>
<ok to="CreateMergeRel"/> <ok to="CreateMergeRel"/>
<error to="Kill"/> <error to="Kill"/>
</action> </action>
@ -203,6 +199,7 @@
<arg>--dbTable</arg><arg>${dbTable}</arg> <arg>--dbTable</arg><arg>${dbTable}</arg>
<arg>--dbUser</arg><arg>${dbUser}</arg> <arg>--dbUser</arg><arg>${dbUser}</arg>
<arg>--dbPwd</arg><arg>${dbPwd}</arg> <arg>--dbPwd</arg><arg>${dbPwd}</arg>
<arg>--numConnections</arg><arg>20</arg>
</spark> </spark>
<ok to="End"/> <ok to="End"/>
<error to="Kill"/> <error to="Kill"/>

8
dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/prepareOrgRels_parameters.json
View File

@ -23,11 +23,17 @@
"paramDescription": "the id of the actionset (orchestrator)", "paramDescription": "the id of the actionset (orchestrator)",
"paramRequired": true "paramRequired": true
}, },
{
"paramName": "nc",
"paramLongName": "numConnections",
"paramDescription": "number of connections to the postgres db (for the write operation)",
"paramRequired": false
},
{ {
"paramName": "au", "paramName": "au",
"paramLongName": "apiUrl", "paramLongName": "apiUrl",
"paramDescription": "the url for the APIs of the openorgs service", "paramDescription": "the url for the APIs of the openorgs service",
"paramRequired": true "paramRequired": false
}, },
{ {
"paramName": "du", "paramName": "du",

86
dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java
View File

@ -1,11 +1,18 @@
package eu.dnetlib.dhp.oa.dedup; package eu.dnetlib.dhp.oa.dedup;
import com.fasterxml.jackson.databind.ObjectMapper; import static java.nio.file.Files.createTempDirectory;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.schema.oaf.Relation; import static org.apache.spark.sql.functions.count;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException; import static org.junit.jupiter.api.Assertions.assertEquals;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService; import static org.mockito.Mockito.lenient;
import eu.dnetlib.pace.util.MapDocumentUtil;
import java.io.File;
import java.io.IOException;
import java.io.Serializable;
import java.net.URISyntaxException;
import java.nio.file.Paths;
import org.apache.commons.io.FileUtils; import org.apache.commons.io.FileUtils;
import org.apache.commons.io.IOUtils; import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf; import org.apache.spark.SparkConf;
@ -21,19 +28,16 @@ import org.junit.jupiter.api.extension.ExtendWith;
import org.mockito.Mock; import org.mockito.Mock;
import org.mockito.Mockito; import org.mockito.Mockito;
import org.mockito.junit.jupiter.MockitoExtension; import org.mockito.junit.jupiter.MockitoExtension;
import com.fasterxml.jackson.databind.ObjectMapper;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.schema.oaf.Relation;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
import eu.dnetlib.pace.util.MapDocumentUtil;
import scala.Tuple2; import scala.Tuple2;
import java.io.File;
import java.io.IOException;
import java.io.Serializable;
import java.net.URISyntaxException;
import java.nio.file.Paths;
import static java.nio.file.Files.createTempDirectory;
import static org.apache.spark.sql.functions.count;
import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.mockito.Mockito.lenient;
@ExtendWith(MockitoExtension.class) @ExtendWith(MockitoExtension.class)
@TestMethodOrder(MethodOrderer.OrderAnnotation.class) @TestMethodOrder(MethodOrderer.OrderAnnotation.class)
public class SparkDedupTest implements Serializable { public class SparkDedupTest implements Serializable {
@ -190,10 +194,10 @@ public class SparkDedupTest implements Serializable {
.load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_simrel") .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_simrel")
.count(); .count();
assertEquals(3432, orgs_simrel); assertEquals(3082, orgs_simrel);
assertEquals(7152, pubs_simrel); assertEquals(7036, pubs_simrel);
assertEquals(344, sw_simrel); assertEquals(344, sw_simrel);
assertEquals(458, ds_simrel); assertEquals(442, ds_simrel);
assertEquals(6750, orp_simrel); assertEquals(6750, orp_simrel);
} }
@ -203,7 +207,7 @@ public class SparkDedupTest implements Serializable {
ArgumentApplicationParser parser = new ArgumentApplicationParser( ArgumentApplicationParser parser = new ArgumentApplicationParser(
IOUtils IOUtils
.toString( .toString(
SparkCreateSimRels.class SparkCollectSimRels.class
.getResourceAsStream( .getResourceAsStream(
"/eu/dnetlib/dhp/oa/dedup/collectSimRels_parameters.json"))); "/eu/dnetlib/dhp/oa/dedup/collectSimRels_parameters.json")));
parser parser
@ -214,7 +218,7 @@ public class SparkDedupTest implements Serializable {
"-w", testOutputBasePath, "-w", testOutputBasePath,
"-np", "50", "-np", "50",
"-purl", "jdbc:postgresql://localhost:5432/dnet_dedup", "-purl", "jdbc:postgresql://localhost:5432/dnet_dedup",
"-pusr", "postgres_url", "-pusr", "postgres_user",
"-ppwd", "" "-ppwd", ""
}); });
@ -222,8 +226,8 @@ public class SparkDedupTest implements Serializable {
parser, parser,
spark, spark,
spark.read().load(testDedupAssertionsBasePath + "/similarity_groups"), spark.read().load(testDedupAssertionsBasePath + "/similarity_groups"),
spark.read().load(testDedupAssertionsBasePath + "/groups") spark.read().load(testDedupAssertionsBasePath + "/groups"))
).run(null); .run(isLookUpService);
long orgs_simrel = spark long orgs_simrel = spark
.read() .read()
@ -250,10 +254,10 @@ public class SparkDedupTest implements Serializable {
.load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_simrel") .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_simrel")
.count(); .count();
assertEquals(4022, orgs_simrel); assertEquals(3672, orgs_simrel);
assertEquals(10575, pubs_simrel); assertEquals(10459, pubs_simrel);
assertEquals(3767, sw_simrel); assertEquals(3767, sw_simrel);
assertEquals(3881, ds_simrel); assertEquals(3865, ds_simrel);
assertEquals(10173, orp_simrel); assertEquals(10173, orp_simrel);
} }
@ -402,8 +406,8 @@ public class SparkDedupTest implements Serializable {
.load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel") .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel")
.count(); .count();
assertEquals(1276, orgs_mergerel); assertEquals(1272, orgs_mergerel);
assertEquals(1442, pubs_mergerel); assertEquals(1438, pubs_mergerel);
assertEquals(288, sw_mergerel); assertEquals(288, sw_mergerel);
assertEquals(472, ds_mergerel); assertEquals(472, ds_mergerel);
assertEquals(718, orp_mergerel); assertEquals(718, orp_mergerel);
@ -449,10 +453,10 @@ public class SparkDedupTest implements Serializable {
testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_deduprecord") testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_deduprecord")
.count(); .count();
assertEquals(82, orgs_deduprecord); assertEquals(84, orgs_deduprecord);
assertEquals(66, pubs_deduprecord); assertEquals(65, pubs_deduprecord);
assertEquals(51, sw_deduprecord); assertEquals(51, sw_deduprecord);
assertEquals(96, ds_deduprecord); assertEquals(97, ds_deduprecord);
assertEquals(89, orp_deduprecord); assertEquals(89, orp_deduprecord);
} }
@ -532,12 +536,12 @@ public class SparkDedupTest implements Serializable {
.distinct() .distinct()
.count(); .count();
assertEquals(897, publications); assertEquals(896, publications);
assertEquals(835, organizations); assertEquals(837, organizations);
assertEquals(100, projects); assertEquals(100, projects);
assertEquals(100, datasource); assertEquals(100, datasource);
assertEquals(200, softwares); assertEquals(200, softwares);
assertEquals(388, dataset); assertEquals(389, dataset);
assertEquals(517, otherresearchproduct); assertEquals(517, otherresearchproduct);
long deletedOrgs = jsc long deletedOrgs = jsc
@ -592,7 +596,7 @@ public class SparkDedupTest implements Serializable {
long relations = jsc.textFile(testDedupGraphBasePath + "/relation").count(); long relations = jsc.textFile(testDedupGraphBasePath + "/relation").count();
assertEquals(4866, relations); assertEquals(4858, relations);
// check deletedbyinference // check deletedbyinference
final Dataset<Relation> mergeRels = spark final Dataset<Relation> mergeRels = spark
@ -641,11 +645,11 @@ public class SparkDedupTest implements Serializable {
assertEquals(expected_unique, rel.distinct().count()); assertEquals(expected_unique, rel.distinct().count());
} }
// @AfterAll @AfterAll
// public static void finalCleanUp() throws IOException { public static void finalCleanUp() throws IOException {
// FileUtils.deleteDirectory(new File(testOutputBasePath)); FileUtils.deleteDirectory(new File(testOutputBasePath));
// FileUtils.deleteDirectory(new File(testDedupGraphBasePath)); FileUtils.deleteDirectory(new File(testDedupGraphBasePath));
// } }
public boolean isDeletedByInference(String s) { public boolean isDeletedByInference(String s) {
return s.contains("\"deletedbyinference\":true"); return s.contains("\"deletedbyinference\":true");

2
pom.xml
View File

@ -315,7 +315,7 @@
<dependency> <dependency>
<groupId>eu.dnetlib</groupId> <groupId>eu.dnetlib</groupId>
<artifactId>dnet-pace-core</artifactId> <artifactId>dnet-pace-core</artifactId>
<version>4.0.4</version> <version>4.0.5</version>
</dependency> </dependency>
<dependency> <dependency>
<groupId>eu.dnetlib</groupId> <groupId>eu.dnetlib</groupId>