forked from antonis.lempesis/dnet-hadoop
structure for sparksimrel changed to be compliant with mockito testing
This commit is contained in:
parent
bfa5bc74df
commit
a61763d149
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@ -0,0 +1,83 @@
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package eu.dnetlib.dhp.oa.dedup;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.utils.ISLookupClientFactory;
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import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
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import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
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import eu.dnetlib.pace.config.DedupConfig;
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import org.apache.commons.io.IOUtils;
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import org.apache.spark.SparkConf;
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import org.apache.spark.sql.SparkSession;
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import org.dom4j.Document;
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import org.dom4j.DocumentException;
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import org.dom4j.Element;
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import org.dom4j.io.SAXReader;
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import scala.xml.Elem;
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import java.io.IOException;
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import java.io.Serializable;
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import java.io.StringReader;
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import java.util.ArrayList;
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import java.util.List;
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abstract class AbstractSparkAction implements Serializable {
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public ArgumentApplicationParser parser; //parameters for the spark action
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public ISLookUpService isLookUpService; //lookup service to take dedupconfig
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public AbstractSparkAction(ArgumentApplicationParser parser, ISLookUpService isLookUpService) throws Exception {
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this.parser = parser;
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this.isLookUpService = isLookUpService;
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}
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public List<DedupConfig> getConfigurations(String orchestrator) throws ISLookUpException, DocumentException, IOException {
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final String xquery = String.format("/RESOURCE_PROFILE[.//DEDUPLICATION/ACTION_SET/@id = '%s']", orchestrator);
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String orchestratorProfile = isLookUpService.getResourceProfileByQuery(xquery);
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final Document doc = new SAXReader().read(new StringReader(orchestratorProfile));
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final String actionSetId = doc.valueOf("//DEDUPLICATION/ACTION_SET/@id");
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final List<DedupConfig> configurations = new ArrayList<>();
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for (final Object o : doc.selectNodes("//SCAN_SEQUENCE/SCAN")) {
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configurations.add(loadConfig(isLookUpService, actionSetId, o));
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}
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return configurations;
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}
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public DedupConfig loadConfig(final ISLookUpService isLookUpService, final String actionSetId, final Object o)
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throws ISLookUpException, IOException {
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final Element s = (Element) o;
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final String configProfileId = s.attributeValue("id");
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final String conf =
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isLookUpService.getResourceProfileByQuery(String.format(
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"for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()",
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configProfileId));
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DedupConfig dedupConfig = new ObjectMapper().readValue(conf, DedupConfig.class);
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dedupConfig.getPace().initModel();
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dedupConfig.getPace().initTranslationMap();
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dedupConfig.getWf().setConfigurationId(actionSetId);
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return dedupConfig;
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}
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abstract void run() throws DocumentException, IOException, ISLookUpException;
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protected SparkSession getSparkSession(ArgumentApplicationParser parser) {
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SparkConf conf = new SparkConf();
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return SparkSession
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.builder()
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.appName(SparkCreateSimRels.class.getSimpleName())
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.master(parser.get("master"))
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.config(conf)
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.getOrCreate();
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}
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}
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@ -28,25 +28,31 @@ import org.dom4j.Element;
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import org.dom4j.io.SAXReader;
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import scala.Tuple2;
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import java.io.IOException;
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import java.io.Serializable;
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import java.io.StringReader;
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import java.util.ArrayList;
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import java.util.List;
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public class SparkCreateSimRels implements Serializable {
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public class SparkCreateSimRels extends AbstractSparkAction {
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private static final Log log = LogFactory.getLog(SparkCreateSimRels.class);
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public SparkCreateSimRels(ArgumentApplicationParser parser, ISLookUpService isLookUpService) throws Exception {
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super(parser, isLookUpService);
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}
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public static void main(String[] args) throws Exception {
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils.toString(
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SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json")));
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parser.parseArgument(args);
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new SparkCreateSimRels().run(parser);
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new SparkCreateSimRels(parser, ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl"))).run();
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}
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private void run(ArgumentApplicationParser parser) throws ISLookUpException, DocumentException {
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@Override
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public void run() throws DocumentException, IOException, ISLookUpException {
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//read oozie parameters
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final String graphBasePath = parser.get("graphBasePath");
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@ -59,38 +65,35 @@ public class SparkCreateSimRels implements Serializable {
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System.out.println(String.format("actionSetId: '%s'", actionSetId));
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System.out.println(String.format("workingPath: '%s'", workingPath));
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List<DedupConfig> configurations = getConfigurations(isLookUpUrl, actionSetId);
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System.out.println("configurations = " + configurations.size());
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try (SparkSession spark = getSparkSession(parser)) {
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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// try (SparkSession spark = getSparkSession(parser)) {
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// final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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//
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// //for each dedup configuration
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// for (DedupConfig dedupConf: getConfigurations(isLookUpUrl, actionSetId)) {
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// final String entity = dedupConf.getWf().getEntityType();
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// final String subEntity = dedupConf.getWf().getSubEntityValue();
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//
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// JavaPairRDD<String, MapDocument> mapDocument = sc.textFile(DedupUtility.createEntityPath(graphBasePath, subEntity))
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// .mapToPair((PairFunction<String, String, MapDocument>) s -> {
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// MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
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// return new Tuple2<String, MapDocument>(d.getIdentifier(), d);
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// });
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//
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// //create blocks for deduplication
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// JavaPairRDD<String, List<MapDocument>> blocks = Deduper.createsortedBlocks(sc, mapDocument, dedupConf);
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//
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// //create relations by comparing only elements in the same group
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// final JavaPairRDD<String, String> dedupRels = Deduper.computeRelations2(sc, blocks, dedupConf);
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//
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// JavaRDD<Relation> relationsRDD = dedupRels.map(r -> createSimRel(r._1(), r._2(), entity));
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//
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// //save the simrel in the workingdir
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// spark.createDataset(relationsRDD.rdd(), Encoders.bean(Relation.class))
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// .write()
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// .mode("overwrite")
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// .save(DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity));
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// }
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// }
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//for each dedup configuration
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for (DedupConfig dedupConf: getConfigurations(actionSetId)) {
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final String entity = dedupConf.getWf().getEntityType();
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final String subEntity = dedupConf.getWf().getSubEntityValue();
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JavaPairRDD<String, MapDocument> mapDocument = sc.textFile(DedupUtility.createEntityPath(graphBasePath, subEntity))
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.mapToPair((PairFunction<String, String, MapDocument>) s -> {
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MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
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return new Tuple2<String, MapDocument>(d.getIdentifier(), d);
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});
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//create blocks for deduplication
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JavaPairRDD<String, List<MapDocument>> blocks = Deduper.createsortedBlocks(sc, mapDocument, dedupConf);
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//create relations by comparing only elements in the same group
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final JavaPairRDD<String, String> dedupRels = Deduper.computeRelations2(sc, blocks, dedupConf);
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JavaRDD<Relation> relationsRDD = dedupRels.map(r -> createSimRel(r._1(), r._2(), entity));
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//save the simrel in the workingdir
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spark.createDataset(relationsRDD.rdd(), Encoders.bean(Relation.class))
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.write()
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.mode("overwrite")
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.save(DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity));
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}
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}
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}
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/**
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@ -130,49 +133,4 @@ public class SparkCreateSimRels implements Serializable {
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}
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return r;
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}
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private static SparkSession getSparkSession(ArgumentApplicationParser parser) {
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SparkConf conf = new SparkConf();
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return SparkSession
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.builder()
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.appName(SparkCreateSimRels.class.getSimpleName())
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.master(parser.get("master"))
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.config(conf)
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.getOrCreate();
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}
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public List<DedupConfig> getConfigurations(String isLookUpUrl, String orchestrator) throws ISLookUpException, DocumentException {
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final ISLookUpService isLookUpService = ISLookupClientFactory.getLookUpService(isLookUpUrl);
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final String xquery = String.format("/RESOURCE_PROFILE[.//DEDUPLICATION/ACTION_SET/@id = '%s']", orchestrator);
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String orchestratorProfile = isLookUpService.getResourceProfileByQuery(xquery);
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final Document doc = new SAXReader().read(new StringReader(orchestratorProfile));
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final String actionSetId = doc.valueOf("//DEDUPLICATION/ACTION_SET/@id");
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final List<DedupConfig> configurations = new ArrayList<>();
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for (final Object o : doc.selectNodes("//SCAN_SEQUENCE/SCAN")) {
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configurations.add(loadConfig(isLookUpService, actionSetId, o));
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}
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return configurations;
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}
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public DedupConfig loadConfig(final ISLookUpService isLookUpService, final String actionSetId, final Object o)
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throws ISLookUpException {
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final Element s = (Element) o;
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final String configProfileId = s.attributeValue("id");
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final String conf =
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isLookUpService.getResourceProfileByQuery(String.format(
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"for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()",
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configProfileId));
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final DedupConfig dedupConfig = DedupConfig.load(conf);
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dedupConfig.getWf().setConfigurationId(actionSetId);
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return dedupConfig;
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}
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}
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@ -1,4 +1,4 @@
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package eu.dnetlib.dhp.oa.dedup.dedup;
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package eu.dnetlib.dhp.oa.dedup;
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import eu.dnetlib.dhp.oa.dedup.DedupUtility;
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import eu.dnetlib.dhp.schema.oaf.Publication;
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@ -1,56 +1,67 @@
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package eu.dnetlib.dhp.oa.dedup.dedup;
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package eu.dnetlib.dhp.oa.dedup;
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import com.google.common.collect.Lists;
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import com.google.common.hash.HashFunction;
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import com.google.common.hash.Hashing;
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import eu.dnetlib.dhp.oa.dedup.SparkCreateSimRels;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.utils.ISLookupClientFactory;
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import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
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import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
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import eu.dnetlib.pace.config.DedupConfig;
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import org.apache.commons.io.IOUtils;
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import org.dom4j.DocumentException;
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import org.junit.jupiter.api.extension.ExtendWith;
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import org.junit.jupiter.api.BeforeEach;
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import org.junit.jupiter.api.Disabled;
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import org.junit.jupiter.api.Test;
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import org.junit.jupiter.api.extension.ExtendWith;
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import org.mockito.Mock;
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import org.mockito.Mockito;
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import org.mockito.junit.jupiter.MockitoExtension;
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import java.io.IOException;
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import java.util.List;
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import static org.mockito.ArgumentMatchers.anyString;
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import static org.mockito.Mockito.mock;
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import static org.mockito.Mockito.when;
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import static org.mockito.Mockito.withSettings;
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@ExtendWith(MockitoExtension.class)
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public class SparkDedupTest {
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@Mock
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SparkCreateSimRels sparkCreateSimRels;
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ISLookUpService isLookUpService = mock(ISLookUpService.class, withSettings().serializable());
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public List<DedupConfig> prepareConfigurations() throws IOException {
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return Lists.newArrayList(
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DedupConfig.load(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json"))),
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DedupConfig.load(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")))
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);
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}
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@BeforeEach
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public void setUp() throws IOException, ISLookUpException, DocumentException {
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when(sparkCreateSimRels.getConfigurations(anyString(), anyString())).thenReturn(prepareConfigurations());
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withSettings().serializable();
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when(isLookUpService.getResourceProfileByQuery(Mockito.contains("test-orchestrator")))
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.thenReturn(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml")));
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when(isLookUpService.getResourceProfileByQuery(Mockito.contains("organization")))
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.thenReturn(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")));
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when(isLookUpService.getResourceProfileByQuery(Mockito.contains("publication")))
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.thenReturn(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/pub.curr.conf.json")));
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}
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@Test
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public void createSimRelsTest() throws Exception {
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SparkCreateSimRels.main(new String[]{
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ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils.toString(
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SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json")));
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parser.parseArgument(new String[]{
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"-mt", "local[*]",
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"-i", "/Users/miconis/dumps",
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"-asi", "dedup-similarity-result-levenstein",
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"-asi", "test-orchestrator",
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"-la", "lookupurl",
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"-w", "workingPath"
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});
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"-w", "workingPath"});
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new SparkCreateSimRels(parser, isLookUpService).run();
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}
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// @Disabled("must be parametrized to run locally")
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@ -93,4 +104,12 @@ public class SparkDedupTest {
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System.out.println(s2.hashCode());
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System.out.println(hashFunction.hashString(s2).asLong());
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}
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public List<DedupConfig> prepareConfigurations() throws IOException {
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return Lists.newArrayList(
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DedupConfig.load(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json"))),
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DedupConfig.load(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json")))
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);
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}
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}
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@ -1,4 +1,4 @@
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package eu.dnetlib.dhp.oa.dedup.dedup.jpath;
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package eu.dnetlib.dhp.oa.dedup.jpath;
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import eu.dnetlib.pace.config.DedupConfig;
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import eu.dnetlib.pace.model.MapDocument;
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@ -0,0 +1,25 @@
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<RESOURCE_PROFILE>
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<HEADER>
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<RESOURCE_IDENTIFIER value=""/>
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<RESOURCE_TYPE value="DedupOrchestrationDSResourceType"/>
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<RESOURCE_KIND value="DedupOrchestrationDSResources"/>
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<RESOURCE_URI value=""/>
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<DATE_OF_CREATION value="2001-12-31T12:00:00"/>
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</HEADER>
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<BODY>
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<CONFIGURATION enabled="true">
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<DEDUPLICATION>
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<ENTITY code="20" label="Organization" name="organization"/>
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<ACTION_SET id="test-orchestrator"/>
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<SCAN_SEQUENCE>
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<SCAN id="organization"/>
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<SCAN id="publication"/>
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</SCAN_SEQUENCE>
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</DEDUPLICATION>
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</CONFIGURATION>
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<STATUS>
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<LAST_UPDATE value="2001-12-31T12:00:00"/>
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</STATUS>
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<SECURITY_PARAMETERS>SECURITY_PARAMETERS</SECURITY_PARAMETERS>
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</BODY>
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</RESOURCE_PROFILE>
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