master #11
|
@ -6,6 +6,8 @@ import eu.dnetlib.dhp.application.ArgumentApplicationParser;
|
|||
import eu.dnetlib.dhp.schema.oaf.*;
|
||||
import eu.dnetlib.dhp.schema.oaf.Dataset;
|
||||
import org.apache.commons.io.IOUtils;
|
||||
import org.apache.hadoop.fs.FileSystem;
|
||||
import org.apache.hadoop.fs.Path;
|
||||
import org.apache.hadoop.io.Text;
|
||||
import org.apache.spark.api.java.JavaPairRDD;
|
||||
import org.apache.spark.api.java.JavaRDD;
|
||||
|
@ -14,6 +16,7 @@ import org.apache.spark.sql.*;
|
|||
import scala.Tuple2;
|
||||
|
||||
import java.io.File;
|
||||
import java.io.IOException;
|
||||
import java.util.*;
|
||||
|
||||
import static eu.dnetlib.dhp.PropagationConstant.*;
|
||||
|
@ -34,45 +37,43 @@ public class SparkCountryPropagationJob {
|
|||
final String inputPath = parser.get("sourcePath");
|
||||
final String outputPath = "/tmp/provision/propagation/countrytoresultfrominstitutionalrepositories";
|
||||
|
||||
File directory = new File(outputPath);
|
||||
createOutputDirs(outputPath, FileSystem.get(spark.sparkContext().hadoopConfiguration()));
|
||||
|
||||
if(!directory.exists()){
|
||||
directory.mkdirs();
|
||||
}
|
||||
|
||||
List<String> whitelist = Arrays.asList(parser.get("whitelist").split(";"));
|
||||
List<String> allowedtypes = Arrays.asList(parser.get("allowedtypes").split(";"));
|
||||
|
||||
|
||||
JavaPairRDD<String, TypedRow> organizations = sc.sequenceFile(inputPath + "/organization", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Organization.class))
|
||||
JavaPairRDD<String, TypedRow> organizations = sc.textFile(inputPath + "/organization")
|
||||
.map(item -> new ObjectMapper().readValue(item, Organization.class))
|
||||
.filter(org -> !org.getDataInfo().getDeletedbyinference())
|
||||
.map(org -> new TypedRow().setSourceId(org.getId()).setValue(org.getCountry().getClassid()))
|
||||
.mapToPair(toPair());
|
||||
|
||||
JavaPairRDD<String, TypedRow> organization_datasource = sc.sequenceFile(inputPath + "/relation", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Relation.class))
|
||||
JavaPairRDD<String, TypedRow> organization_datasource =
|
||||
sc.textFile(inputPath + "/relation")
|
||||
.map(item -> new ObjectMapper().readValue(item, Relation.class))
|
||||
.filter(r -> !r.getDataInfo().getDeletedbyinference())
|
||||
.filter(r -> RELATION_DATASOURCEORGANIZATION_REL_TYPE.equals(r.getRelClass()) && RELATION_ORGANIZATION_DATASOURCE_REL_CLASS.equals(r.getRelType()))
|
||||
.map(r -> new TypedRow().setSourceId(r.getSource()).setTargetId(r.getTarget()))
|
||||
.mapToPair(toPair()); //id is the organization identifier
|
||||
|
||||
|
||||
JavaPairRDD<String, TypedRow> datasources = sc.sequenceFile(inputPath + "/datasource", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Datasource.class))
|
||||
JavaPairRDD<String, TypedRow> datasources = sc.textFile(inputPath + "/datasource")
|
||||
.map(item -> new ObjectMapper().readValue(item, Datasource.class))
|
||||
.filter(ds -> whitelist.contains(ds.getId()) || allowedtypes.contains(ds.getDatasourcetype().getClassid()))
|
||||
.map(ds -> new TypedRow().setSourceId(ds.getId()))
|
||||
.mapToPair(toPair());
|
||||
|
||||
|
||||
JavaRDD<Publication> publications = sc.sequenceFile(inputPath + "/publication", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Publication.class));
|
||||
JavaRDD<Dataset> datasets = sc.sequenceFile(inputPath + "/dataset", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Dataset.class));
|
||||
JavaRDD<Software> software = sc.sequenceFile(inputPath + "/software", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Software.class));
|
||||
JavaRDD<OtherResearchProduct> other = sc.sequenceFile(inputPath + "/otherresearchproduct", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), OtherResearchProduct.class));
|
||||
JavaRDD<Publication> publications = sc.textFile(inputPath + "/publication")
|
||||
.map(item -> new ObjectMapper().readValue(item, Publication.class));
|
||||
JavaRDD<Dataset> datasets = sc.textFile(inputPath + "/dataset")
|
||||
.map(item -> new ObjectMapper().readValue(item, Dataset.class));
|
||||
JavaRDD<Software> software = sc.textFile(inputPath + "/software")
|
||||
.map(item -> new ObjectMapper().readValue(item, Software.class));
|
||||
JavaRDD<OtherResearchProduct> other = sc.textFile(inputPath + "/otherresearchproduct")
|
||||
.map(item -> new ObjectMapper().readValue(item, OtherResearchProduct.class));
|
||||
|
||||
JavaPairRDD<String, TypedRow> datasource_results = publications
|
||||
.map(oaf -> getTypedRowsDatasourceResult(oaf))
|
||||
|
@ -147,6 +148,8 @@ public class SparkCountryPropagationJob {
|
|||
|
||||
}
|
||||
|
||||
|
||||
|
||||
private static void updateResult(JavaPairRDD<String, Result> results, JavaPairRDD<String, TypedRow> toupdateresult, String outputPath, String type) {
|
||||
results.leftOuterJoin(toupdateresult)
|
||||
.map(c -> {
|
||||
|
@ -177,33 +180,6 @@ public class SparkCountryPropagationJob {
|
|||
|
||||
|
||||
|
||||
private static JavaPairRDD<String, TypedRow> getResults(JavaSparkContext sc , String inputPath){
|
||||
|
||||
return
|
||||
sc.sequenceFile(inputPath + "/dataset", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Dataset.class))
|
||||
.filter(ds -> !ds.getDataInfo().getDeletedbyinference())
|
||||
.map(oaf -> new TypedRow().setType("dataset").setSourceId(oaf.getId()))
|
||||
.mapToPair(toPair())
|
||||
.union(sc.sequenceFile(inputPath + "/otherresearchproduct", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), OtherResearchProduct.class))
|
||||
.filter(o -> !o.getDataInfo().getDeletedbyinference())
|
||||
.map(oaf -> new TypedRow().setType("otherresearchproduct").setSourceId(oaf.getId()))
|
||||
.mapToPair(toPair()))
|
||||
.union(sc.sequenceFile(inputPath + "/software", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Software.class))
|
||||
.filter(s -> !s.getDataInfo().getDeletedbyinference())
|
||||
.map(oaf -> new TypedRow().setType("software").setSourceId(oaf.getId()))
|
||||
.mapToPair(toPair()))
|
||||
.union(sc.sequenceFile(inputPath + "/publication", Text.class, Text.class)
|
||||
.map(item -> new ObjectMapper().readValue(item._2().toString(), Publication.class))
|
||||
.filter(p -> !p.getDataInfo().getDeletedbyinference())
|
||||
.map(oaf -> new TypedRow().setType("publication").setSourceId(oaf.getId()))
|
||||
.mapToPair(toPair()));
|
||||
|
||||
|
||||
}
|
||||
|
||||
|
||||
|
||||
|
||||
|
|
Loading…
Reference in New Issue