dhp-graph-dump/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrant.java

202 lines
6.5 KiB
Java

package eu.dnetlib.dhp.oa.graph.dump.skgif;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
import java.io.Serializable;
import java.io.StringReader;
import java.util.ArrayList;
import java.util.List;
import java.util.Optional;
import java.util.stream.Collectors;
import org.apache.avro.generic.GenericData;
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.MapFunction;
import org.apache.spark.api.java.function.MapGroupsFunction;
import org.apache.spark.sql.*;
import org.dom4j.Document;
import org.dom4j.DocumentException;
import org.dom4j.io.SAXReader;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EncloseMinElement;
import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.ExtendingOrganization;
import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.GrantRelation;
import eu.dnetlib.dhp.schema.oaf.Project;
import eu.dnetlib.dhp.schema.oaf.Relation;
import eu.dnetlib.dhp.skgif.model.*;
import scala.Tuple2;
/**
* @author miriam.baglioni
* @Date 22/02/24
*/
public class DumpGrant implements Serializable {
private static final Logger log = LoggerFactory.getLogger(DumpGrant.class);
public static void main(String[] args) throws Exception {
String jsonConfiguration = IOUtils
.toString(
DumpGrant.class
.getResourceAsStream(
"/eu/dnetlib/dhp/oa/graph/dump/skgif/dump_grant_parameters.json"));
final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
parser.parseArgument(args);
Boolean isSparkSessionManaged = Optional
.ofNullable(parser.get("isSparkSessionManaged"))
.map(Boolean::valueOf)
.orElse(Boolean.TRUE);
log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
final String inputPath = parser.get("sourcePath");
log.info("inputPath: {}", inputPath);
final String workingDir = parser.get("workingDir");
log.info("workingDir: {}", workingDir);
final String outputPath = parser.get("outputPath");
log.info("outputPath: {}", outputPath);
SparkConf conf = new SparkConf();
runWithSparkSession(
conf,
isSparkSessionManaged,
spark -> {
Utils.removeOutputDir(spark, outputPath + "grants");
mapGrants(spark, inputPath, outputPath, workingDir);
});
}
private static void mapGrants(SparkSession spark, String inputPath, String outputPath, String workingDir) {
Dataset<Project> projects = Utils
.readPath(spark, inputPath + "project", Project.class)
.filter(
(FilterFunction<Project>) p -> !p.getDataInfo().getDeletedbyinference() &&
!p.getDataInfo().getInvisible());
Dataset<ExtendingOrganization> partecipatingOrgs = Utils
.readPath(spark, workingDir + "relations/project_partecipating_organization", ExtendingOrganization.class);
projects = projects
.groupByKey((MapFunction<Project, String>) p -> p.getId(), Encoders.STRING())
.mapGroups((MapGroupsFunction<String, Project, Project>) (k, v) -> v.next(), Encoders.bean(Project.class));
projects
.joinWith(partecipatingOrgs, projects.col("id").equalTo(partecipatingOrgs.col("entityId")), "left")
.map((MapFunction<Tuple2<Project, ExtendingOrganization>, Grant>) t2 -> {
Grant g = dumpGrant(t2._1());
if (Optional.ofNullable(t2._2()).isPresent())
g.setBeneficiaries(t2._2().getRelevant_organization());
return g;
}, Encoders.bean(Grant.class))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(outputPath + "grants");
}
private static Grant dumpGrant(Project project) throws DocumentException {
Grant g = new Grant();
g.setLocal_identifier(project.getId());
g.setGrantCode(project.getCode().getValue());
g.setIdentifiers(getProjectIdentifier(project));
if (Optional.ofNullable(project.getTitle()).isPresent())
g.setTitle(project.getTitle().getValue());
g
.setSummary(
Optional
.ofNullable(project.getSummary())
.map(value -> value.getValue())
.orElse(new String()));
g
.setAcronym(
Optional
.ofNullable(project.getAcronym())
.map(value -> value.getValue())
.orElse(new String()));
if (Optional.ofNullable(project.getFundingtree()).isPresent() &&
project.getFundingtree().size() > 0) {
g.setFunder(Utils.getFunderName(project.getFundingtree().get(0).getValue()));
// * private String funding_stream;// fundingtree to be used the xpath //funding_level_[n]
g.setFunding_stream(getFundingStream(project.getFundingtree().get(0).getValue()));
}
g
.setCurrency(
Optional
.ofNullable(project.getCurrency())
.map(value -> value.getValue())
.orElse(new String()));
g
.setFunded_amount(
Optional
.ofNullable(project.getFundedamount())
.orElse(null));
if (Optional.ofNullable(project.getSubjects()).isPresent())
g
.setKeywords(
project
.getSubjects()
.stream()
.map(s -> s.getValue())
.collect(Collectors.toList()));
g
.setStart_date(
Optional
.ofNullable(project.getStartdate())
.map(value -> value.getValue())
.orElse(new String()));
g
.setEnd_date(
Optional
.ofNullable(project.getEnddate())
.map(value -> value.getValue())
.orElse(new String()));
g
.setWebsite(
Optional
.ofNullable(project.getWebsiteurl())
.map(value -> value.getValue())
.orElse(new String()));
return g;
}
private static String getFundingStream(String fundingtree) throws DocumentException {
final Document doc;
doc = new SAXReader().read(new StringReader(fundingtree));
if (Optional.ofNullable(doc.selectNodes("//funding_level_0")).isPresent() &&
doc.selectNodes("//funding_level_0").size() > 0 &&
Optional.ofNullable(doc.selectNodes("//funding_level_0/name")).isPresent() &&
doc.selectNodes("//funding_level_0/name").size() > 0)
return ((org.dom4j.Node) (doc.selectNodes("//funding_level_0/name").get(0))).getText();
return new String();
}
private static List<Identifier> getProjectIdentifier(Project project) throws DocumentException {
List<Identifier> identifiers = new ArrayList<>();
if (project.getPid().size() > 0)
project
.getPid()
.stream()
.forEach(p -> identifiers.add(Identifier.newInstance(p.getQualifier().getClassid(), p.getValue())));
identifiers
.add(
Identifier
.newInstance(
Utils.getFunderName(project.getFundingtree().get(0).getValue()), project.getCode().getValue()));
return identifiers;
}
}