Add test class for ingesting DBLP data

9559_DBLP_data
Serafeim Chatzopoulos 1 month ago
parent b6e4d58817
commit 842b309922

@ -36,7 +36,7 @@ import scala.Tuple2;
*/
public class PrepareDblpActionSets implements Serializable {
private static final Logger log = LoggerFactory.getLogger(PrepareAffiliationRelations.class);
private static final Logger log = LoggerFactory.getLogger(PrepareDblpActionSets.class);
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
private static final String ID_PREFIX = "50|doi_________::";
public static final String BIP_AFFILIATIONS_CLASSID = "result:organization:bipinference";
@ -47,7 +47,7 @@ public class PrepareDblpActionSets implements Serializable {
String jsonConfiguration = IOUtils
.toString(
PrepareAffiliationRelations.class
PrepareDblpActionSets.class
.getResourceAsStream(
"/eu/dnetlib/dhp/actionmanager/dblp/input_actionset_parameter.json"));
@ -79,7 +79,7 @@ public class PrepareDblpActionSets implements Serializable {
dblpData
.saveAsHadoopFile(
outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
outputPath, Text.class, Text.class, SequenceFileOutputFormat.class);
});
}
@ -88,6 +88,8 @@ public class PrepareDblpActionSets implements Serializable {
String inputPath,
List<KeyValue> collectedFrom) {
log.info("Reading DBLP XML data");
//
// TODO: load DBLP data into a Dataset
Dataset<Row> df = spark
.read()

@ -0,0 +1,202 @@
package eu.dnetlib.dhp.actionmanager.dblp;
import static org.junit.jupiter.api.Assertions.*;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import javax.xml.crypto.Data;
import eu.dnetlib.dhp.actionmanager.bipfinder.SparkAtomicActionScoreJob;
import eu.dnetlib.dhp.actionmanager.bipfinder.SparkAtomicActionScoreJobTest;
import org.apache.commons.io.FileUtils;
import org.apache.hadoop.io.Text;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Encoders;
import org.apache.spark.sql.Row;
import org.apache.spark.sql.SparkSession;
import org.junit.jupiter.api.AfterAll;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.BeforeAll;
import org.junit.jupiter.api.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.fasterxml.jackson.databind.ObjectMapper;
import eu.dnetlib.dhp.schema.action.AtomicAction;
import eu.dnetlib.dhp.schema.oaf.KeyValue;
import eu.dnetlib.dhp.schema.oaf.OafEntity;
import eu.dnetlib.dhp.schema.oaf.Project;
import eu.dnetlib.dhp.schema.oaf.Result;
public class PrepareDblpActionSetsTest {
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
private static SparkSession spark;
private static Path workingDir;
private static final Logger log = LoggerFactory.getLogger(SparkAtomicActionScoreJobTest.class);
@BeforeAll
public static void beforeAll() throws IOException {
workingDir = Files
.createTempDirectory(SparkAtomicActionScoreJobTest.class.getSimpleName());
log.info("using work dir {}", workingDir);
SparkConf conf = new SparkConf();
conf.setAppName(SparkAtomicActionScoreJobTest.class.getSimpleName());
conf.setMaster("local[*]");
conf.set("spark.driver.host", "localhost");
conf.set("hive.metastore.local", "true");
conf.set("spark.ui.enabled", "false");
conf.set("spark.sql.warehouse.dir", workingDir.toString());
conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
spark = SparkSession
.builder()
.appName(SparkAtomicActionScoreJobTest.class.getSimpleName())
.config(conf)
.getOrCreate();
}
@AfterAll
public static void afterAll() throws IOException {
FileUtils.deleteDirectory(workingDir.toFile());
spark.stop();
}
private void runJob(String dblpInputPath, String outputPath) throws Exception {
PrepareDblpActionSets
.main(
new String[] {
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-dblpInputPath", dblpInputPath,
"-outputPath", outputPath,
});
}
@Test
void testXmlParsing() throws Exception {
String dblpInputPath = getClass()
.getResource("/eu/dnetlib/dhp/actionmanager/dblp/dblp_dump_sample.xml")
.getPath();
String outputPath = workingDir.toString() + "/actionSet";
// execute the job to generate the action sets for result scores
runJob(dblpInputPath, outputPath);
// TODO: use the data written in `outputPath` to perform tests
// final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
//
// JavaRDD<OafEntity> tmp = sc
// .sequenceFile(outputPath, Text.class, Text.class)
// .map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
// .map(aa -> ((OafEntity) aa.getPayload()));
//
// assertEquals(8, tmp.count());
//
// Dataset<OafEntity> verificationDataset = spark.createDataset(tmp.rdd(), Encoders.bean(OafEntity.class));
// verificationDataset.createOrReplaceTempView("result");
//
// Dataset<Row> testDataset = spark
// .sql(
// "Select p.id oaid, mes.id, mUnit.value from result p " +
// "lateral view explode(measures) m as mes " +
// "lateral view explode(mes.unit) u as mUnit ");
//
// Assertions.assertEquals(28, testDataset.count());
//
// assertResultImpactScores(testDataset);
// assertProjectImpactScores(testDataset);
}
void assertResultImpactScores(Dataset<Row> testDataset) {
Assertions
.assertEquals(
"6.63451994567e-09", testDataset
.filter(
"oaid='50|arXiv_dedup_::4a2d5fd8d71daec016c176ec71d957b1' " +
"and id = 'influence'")
.select("value")
.collectAsList()
.get(0)
.getString(0));
Assertions
.assertEquals(
"0.348694533145", testDataset
.filter(
"oaid='50|arXiv_dedup_::4a2d5fd8d71daec016c176ec71d957b1' " +
"and id = 'popularity_alt'")
.select("value")
.collectAsList()
.get(0)
.getString(0));
Assertions
.assertEquals(
"2.16094680115e-09", testDataset
.filter(
"oaid='50|arXiv_dedup_::4a2d5fd8d71daec016c176ec71d957b1' " +
"and id = 'popularity'")
.select("value")
.collectAsList()
.get(0)
.getString(0));
}
void assertProjectImpactScores(Dataset<Row> testDataset) throws Exception {
Assertions
.assertEquals(
"0", testDataset
.filter(
"oaid='40|nih_________::c02a8233e9b60f05bb418f0c9b714833' " +
"and id = 'numOfInfluentialResults'")
.select("value")
.collectAsList()
.get(0)
.getString(0));
Assertions
.assertEquals(
"1", testDataset
.filter(
"oaid='40|nih_________::c02a8233e9b60f05bb418f0c9b714833' " +
"and id = 'numOfPopularResults'")
.select("value")
.collectAsList()
.get(0)
.getString(0));
Assertions
.assertEquals(
"25", testDataset
.filter(
"oaid='40|nih_________::c02a8233e9b60f05bb418f0c9b714833' " +
"and id = 'totalImpulse'")
.select("value")
.collectAsList()
.get(0)
.getString(0));
Assertions
.assertEquals(
"43", testDataset
.filter(
"oaid='40|nih_________::c02a8233e9b60f05bb418f0c9b714833' " +
"and id = 'totalCitationCount'")
.select("value")
.collectAsList()
.get(0)
.getString(0));
}
}
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