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[CommunityPatents] extends the community propagation considering also the results of type patents linked with a isrelatedto semantcis

This commit is contained in:
Miriam Baglioni 2024-11-21 10:20:12 +01:00
parent cf7d9a32ab
commit e5b04e61ff
3 changed files with 49 additions and 22 deletions

View File

@ -171,7 +171,7 @@ public class Utils implements Serializable {
public static List<String> getCommunityIdList(String baseURL) throws IOException { public static List<String> getCommunityIdList(String baseURL) throws IOException {
return getValidCommunities(baseURL) return getValidCommunities(baseURL)
.stream() .stream()
.map(community -> community.getId()) .map(CommunityModel::getId)
.collect(Collectors.toList()); .collect(Collectors.toList());
} }

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@ -3,11 +3,14 @@ package eu.dnetlib.dhp.resulttocommunityfromsemrel;
import static eu.dnetlib.dhp.PropagationConstant.*; import static eu.dnetlib.dhp.PropagationConstant.*;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession; import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
import static java.lang.String.join;
import java.io.IOException; import java.io.IOException;
import java.util.Arrays; import java.util.Arrays;
import java.util.Collections;
import java.util.List; import java.util.List;
import eu.dnetlib.dhp.schema.common.ModelConstants;
import org.apache.commons.io.IOUtils; import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf; import org.apache.spark.SparkConf;
import org.apache.spark.sql.*; import org.apache.spark.sql.*;
@ -45,7 +48,7 @@ public class PrepareResultCommunitySetStep1 {
/** /**
* a dataset for example could be linked to more than one publication. For each publication linked to that dataset * a dataset for example could be linked to more than one publication. For each publication linked to that dataset
* the previous query will produce a row: targetId set of community context the target could possibly inherit with * the previous query will produce a row: targetId, set of community context the target could possibly inherit. With
* the following query there will be a single row for each result linked to more than one result of the result type * the following query there will be a single row for each result linked to more than one result of the result type
* currently being used * currently being used
*/ */
@ -56,6 +59,16 @@ public class PrepareResultCommunitySetStep1 {
+ "where length(co) > 0 " + "where length(co) > 0 "
+ "group by resultId"; + "group by resultId";
private static final String RESULT_CONTEXT_QUERY_TEMPLATE_IS_RELATED_TO = "select target resultId, community_context "
+ "from (select id, collect_set(co.id) community_context "
+ " from result "
+ " lateral view explode (context) c as co "
+ " where datainfo.deletedbyinference = false %s "
+ " and array_contains(instance.instancetype.classname, 'Patent') group by id) p "
+ " JOIN "
+ " (select source, target from relation "
+ " where datainfo.deletedbyinference = false %s ) r ON p.id = r.source";
public static void main(String[] args) throws Exception { public static void main(String[] args) throws Exception {
String jsonConfiguration = IOUtils String jsonConfiguration = IOUtils
.toString( .toString(
@ -82,15 +95,20 @@ public class PrepareResultCommunitySetStep1 {
SparkConf conf = new SparkConf(); SparkConf conf = new SparkConf();
conf.set("hive.metastore.uris", parser.get("hive_metastore_uris")); conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
final List<String> allowedsemrel = Arrays.asList(parser.get("allowedsemrels").split(";")); final String allowedsemrel = join(",", Arrays.stream(parser.get("allowedsemrels").split(";"))
.map(value -> "'" + value.toLowerCase() + "'")
.toArray(String[]::new));
log.info("allowedSemRel: {}", new Gson().toJson(allowedsemrel)); log.info("allowedSemRel: {}", new Gson().toJson(allowedsemrel));
final String baseURL = parser.get("baseURL"); final String baseURL = parser.get("baseURL");
log.info("baseURL: {}", baseURL); log.info("baseURL: {}", baseURL);
final List<String> communityIdList = getCommunityList(baseURL); final String communityIdList = join(",", getCommunityList(baseURL).stream()
log.info("communityIdList: {}", new Gson().toJson(communityIdList)); .map(value -> "'" + value.toLowerCase() + "'")
.toArray(String[]::new));
log.info("communityIdList: {}", new Gson().toJson(communityIdList));
final String resultType = resultClassName.substring(resultClassName.lastIndexOf(".") + 1).toLowerCase(); final String resultType = resultClassName.substring(resultClassName.lastIndexOf(".") + 1).toLowerCase();
log.info("resultType: {}", resultType); log.info("resultType: {}", resultType);
@ -118,10 +136,10 @@ public class PrepareResultCommunitySetStep1 {
SparkSession spark, SparkSession spark,
String inputPath, String inputPath,
String outputPath, String outputPath,
List<String> allowedsemrel, String allowedsemrel,
Class<R> resultClazz, Class<R> resultClazz,
String resultType, String resultType,
List<String> communityIdList) { String communityIdList) {
final String inputResultPath = inputPath + "/" + resultType; final String inputResultPath = inputPath + "/" + resultType;
log.info("Reading Graph table from: {}", inputResultPath); log.info("Reading Graph table from: {}", inputResultPath);
@ -141,8 +159,15 @@ public class PrepareResultCommunitySetStep1 {
String resultContextQuery = String String resultContextQuery = String
.format( .format(
RESULT_CONTEXT_QUERY_TEMPLATE, RESULT_CONTEXT_QUERY_TEMPLATE,
getConstraintList(" lower(co.id) = '", communityIdList), " lower(co.id) IN " + communityIdList,
getConstraintList(" lower(relClass) = '", allowedsemrel)); " AND lower(relClass) IN " + allowedsemrel);
String resultContextQueryIsRelatedTo = String
.format(
RESULT_CONTEXT_QUERY_TEMPLATE_IS_RELATED_TO,
" AND lower(co.id) IN " + communityIdList,
"AND lower(relClass) = '"+
ModelConstants.IS_RELATED_TO.toLowerCase() + "'");
Dataset<Row> result_context = spark.sql(resultContextQuery); Dataset<Row> result_context = spark.sql(resultContextQuery);
result_context.createOrReplaceTempView("result_context"); result_context.createOrReplaceTempView("result_context");
@ -154,6 +179,16 @@ public class PrepareResultCommunitySetStep1 {
.option("compression", "gzip") .option("compression", "gzip")
.mode(SaveMode.Overwrite) .mode(SaveMode.Overwrite)
.json(outputResultPath); .json(outputResultPath);
result_context = spark.sql(resultContextQueryIsRelatedTo);
result_context.createOrReplaceTempView("result_context");
spark
.sql(RESULT_COMMUNITY_LIST_QUERY)
.as(Encoders.bean(ResultCommunityList.class))
.write()
.option("compression", "gzip")
.mode(SaveMode.Append)
.json(outputResultPath);
} }
public static List<String> getCommunityList(final String baseURL) throws IOException { public static List<String> getCommunityList(final String baseURL) throws IOException {

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@ -4,6 +4,7 @@ package eu.dnetlib.dhp.resulttocommunityfromsemrel;
import static eu.dnetlib.dhp.PropagationConstant.*; import static eu.dnetlib.dhp.PropagationConstant.*;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession; import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
import java.util.ArrayList;
import java.util.HashSet; import java.util.HashSet;
import java.util.Set; import java.util.Set;
@ -76,22 +77,13 @@ public class PrepareResultCommunitySetStep2 {
if (b == null) { if (b == null) {
return a; return a;
} }
Set<String> community_set = new HashSet<>(); Set<String> community_set = new HashSet<>(a.getCommunityList());
a.getCommunityList().stream().forEach(aa -> community_set.add(aa)); community_set.addAll(b.getCommunityList());
b a.setCommunityList(new ArrayList<>(community_set));
.getCommunityList()
.stream()
.forEach(
aa -> {
if (!community_set.contains(aa)) {
a.getCommunityList().add(aa);
community_set.add(aa);
}
});
return a; return a;
}) })
.map(Tuple2::_2) .map(Tuple2::_2)
.map(r -> OBJECT_MAPPER.writeValueAsString(r)) .map(OBJECT_MAPPER::writeValueAsString)
.saveAsTextFile(outputPath, GzipCodec.class); .saveAsTextFile(outputPath, GzipCodec.class);
} }