package eu.dnetlib.dhp.actionmanager.bipaffiliations; import static org.junit.jupiter.api.Assertions.*; import java.io.IOException; import java.nio.file.Files; import java.nio.file.Path; 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.common.ModelConstants; import eu.dnetlib.dhp.schema.oaf.Relation; import eu.dnetlib.dhp.schema.oaf.utils.CleaningFunctions; import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory; public class PrepareAffiliationRelationsTest { private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper(); private static SparkSession spark; private static Path workingDir; private static final String ID_PREFIX = "50|doi_________::"; private static final Logger log = LoggerFactory .getLogger(PrepareAffiliationRelationsTest.class); @BeforeAll public static void beforeAll() throws IOException { workingDir = Files.createTempDirectory(PrepareAffiliationRelationsTest.class.getSimpleName()); log.info("Using work dir {}", workingDir); SparkConf conf = new SparkConf(); conf.setAppName(PrepareAffiliationRelationsTest.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(PrepareAffiliationRelationsTest.class.getSimpleName()) .config(conf) .getOrCreate(); } @AfterAll public static void afterAll() throws IOException { FileUtils.deleteDirectory(workingDir.toFile()); spark.stop(); } @Test void testMatch() throws Exception { String crossrefAffiliationRelationPath = getClass() .getResource("/eu/dnetlib/dhp/actionmanager/bipaffiliations/doi_to_ror.json") .getPath(); String outputPath = workingDir.toString() + "/actionSet"; PrepareAffiliationRelations .main( new String[] { "-isSparkSessionManaged", Boolean.FALSE.toString(), "-crossrefInputPath", crossrefAffiliationRelationPath, "-pubmedInputPath", crossrefAffiliationRelationPath, "-openapcInputPath", crossrefAffiliationRelationPath, "-outputPath", outputPath }); final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext()); JavaRDD tmp = sc .sequenceFile(outputPath, Text.class, Text.class) .map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class)) .map(aa -> ((Relation) aa.getPayload())); // for (Relation r : tmp.collect()) { // System.out.println( // r.getSource() + "\t" + r.getTarget() + "\t" + r.getRelType() + "\t" + r.getRelClass() + "\t" + r.getSubRelType() + "\t" + r.getValidationDate() + "\t" + r.getDataInfo().getTrust() + "\t" + r.getDataInfo().getInferred() // ); // } // count the number of relations assertEquals(60, tmp.count()); Dataset dataset = spark.createDataset(tmp.rdd(), Encoders.bean(Relation.class)); dataset.createOrReplaceTempView("result"); Dataset execVerification = spark .sql("select r.relType, r.relClass, r.source, r.target, r.dataInfo.trust from result r"); // verify that we have equal number of bi-directional relations Assertions .assertEquals( 30, execVerification .filter( "relClass='" + ModelConstants.HAS_AUTHOR_INSTITUTION + "'") .collectAsList() .size()); Assertions .assertEquals( 30, execVerification .filter( "relClass='" + ModelConstants.IS_AUTHOR_INSTITUTION_OF + "'") .collectAsList() .size()); // check confidence value of a specific relation String sourceDOI = "10.1061/(asce)0733-9399(2002)128:7(759)"; final String sourceOpenaireId = ID_PREFIX + IdentifierFactory.md5(CleaningFunctions.normalizePidValue("doi", sourceDOI)); Assertions .assertEquals( "0.7071067812", execVerification .filter( "source='" + sourceOpenaireId + "'") .collectAsList() .get(0) .getString(4)); } }