implementation of the lookup procedure to take dedup conf from the resource profiles
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@ -2,8 +2,13 @@ package eu.dnetlib.dedup;
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import com.fasterxml.jackson.core.JsonProcessingException;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.actionmanager.actions.AtomicAction;
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import eu.dnetlib.actionmanager.common.Agent;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.schema.oaf.Relation;
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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 eu.dnetlib.pace.model.MapDocument;
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import eu.dnetlib.pace.util.MapDocumentUtil;
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@ -17,47 +22,38 @@ import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.JavaPairRDD;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.sql.Encoders;
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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.Tuple2;
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import eu.dnetlib.actionmanager.actions.AtomicAction;
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import eu.dnetlib.actionmanager.common.Agent;
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import java.io.Serializable;
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import java.util.Arrays;
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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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import java.util.stream.Collectors;
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public class SparkCreateSimRels2 implements Serializable {
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final static String CONF_SEPARATOR = "@@@";
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private static final Log log = LogFactory.getLog(SparkCreateSimRels2.class);
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public static List<DedupConfig> decompressConfs(String compressedConfs){
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return Arrays.stream(compressedConfs.split(CONF_SEPARATOR))
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.map(ArgumentApplicationParser::decompressValue)
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.map(DedupConfig::load)
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.collect(Collectors.toList());
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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(IOUtils.toString(SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/dedup/dedup_parameters.json")));
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parser.parseArgument(args);
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new SparkCreateSimRels2().run(parser, decompressConfs(parser.get("dedupConf")));
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new SparkCreateSimRels2().run(parser);
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}
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private void run(ArgumentApplicationParser parser, List<DedupConfig> dedupConfs) {
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private void run(ArgumentApplicationParser parser) throws ISLookUpException, DocumentException {
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//read oozie parameters
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final String sourcePath = parser.get("sourcePath");
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final String targetPath = parser.get("targetPath");
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final String rawSetName = parser.get("rawSet");
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final String rawGraphBasePath = parser.get("rawGraphBasePath");
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final String rawSet = parser.get("rawSet");
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final String agentId = parser.get("agentId");
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final String agentName = parser.get("agentName");
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final String isLookUpUrl = parser.get("isLookUpUrl");
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final String actionSetId = parser.get("actionSetId");
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try (SparkSession spark = getSparkSession(parser)) {
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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@ -66,10 +62,11 @@ public class SparkCreateSimRels2 implements Serializable {
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JavaRDD<Tuple2<Text,Text>> simRel = sc.emptyRDD();
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//for each dedup configuration
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for (DedupConfig dedupConf: dedupConfs) {
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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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JavaPairRDD<String, MapDocument> mapDocument = sc.textFile(sourcePath + "/" + entity)
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JavaPairRDD<String, MapDocument> mapDocument = sc.textFile(rawGraphBasePath + "/" + subEntity)
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.mapToPair(s -> {
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MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
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return new Tuple2<>(d.getIdentifier(), d);
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@ -88,25 +85,35 @@ public class SparkCreateSimRels2 implements Serializable {
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.mapToPair(rel ->
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new Tuple2<>(
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createActionId(rel.getSource(), rel.getTarget(), entity), //TODO update the type, maybe take it from the configuration?
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new AtomicAction(rawSetName, new Agent(agentId, agentName, Agent.AGENT_TYPE.service), rel.getSource(), "isSimilarTo", rel.getTarget(), new ObjectMapper().writeValueAsString(rel).getBytes())))
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new AtomicAction(rawSet, new Agent(agentId, agentName, Agent.AGENT_TYPE.service), rel.getSource(), "isSimilarTo", rel.getTarget(), new ObjectMapper().writeValueAsString(rel).getBytes())))
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.map(aa -> new Tuple2<>(aa._1(), transformAction(aa._2())));
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simRel = simRel.union(newSimRels);
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}
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String targetDirectory = targetPath + "/" + rawSetName;
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// simRel.map(s -> s._1().toString()).saveAsTextFile(targetDirectory);
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simRel.mapToPair(r -> r)
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.saveAsHadoopFile(targetDirectory, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
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.saveAsHadoopFile(rawSet, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
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}
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}
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public Text createActionId(String source, String target, String type) {
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public Text createActionId(String source, String target, String entity) {
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String type = "";
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switch(entity){
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case "result":
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type = "resultResult_dedupSimilarity_isSimilarTo";
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break;
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case "organization":
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type = "organizationOrganization_dedupSimilarity_isSimilarTo";
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break;
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default:
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break;
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}
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String id = source + "@" + type + "@" + target;
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return new Text(id);
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@ -135,8 +142,43 @@ public class SparkCreateSimRels2 implements Serializable {
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.appName(SparkCreateSimRels2.class.getSimpleName())
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.master(parser.get("master"))
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.config(conf)
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// .enableHiveSupport()
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.enableHiveSupport()
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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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log.info("loading dedup orchestration: " + xquery);
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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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private 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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log.debug("loaded dedup configuration from IS profile: " + conf);
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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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@ -6,33 +6,27 @@
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"paramRequired": true
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},
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{
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"paramName": "s",
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"paramLongName": "sourcePath",
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"paramName": "la",
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"paramLongName": "isLookUpUrl",
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"paramDescription": "address for the LookUp",
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"paramRequired": true
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},
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{
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"paramName": "asi",
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"paramLongName": "actionSetId",
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"paramDescription": "action set identifier (name of the orchestrator)",
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"paramRequired": true
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},
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{
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"paramName": "i",
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"paramLongName": "rawGraphBasePath",
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"paramDescription": "the base path of the raw graph",
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"paramRequired": true
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},
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{
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"paramName": "e",
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"paramLongName": "entity",
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"paramDescription": "the type of entity to be deduped (directory in the sourcePath)",
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"paramRequired": true
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},
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{
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"paramName": "c",
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"paramLongName": "dedupConf",
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"paramDescription": "list of dedup configuration to be used",
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"paramRequired": true
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},
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{
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"paramName": "t",
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"paramLongName": "targetPath",
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"paramDescription": "target base path to save dedup result (actions)",
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"paramRequired": true
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},
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{
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"paramName": "rs",
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"paramName": "o",
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"paramLongName": "rawSet",
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"paramDescription": "the raw set to be saved (directory in the targetPath)",
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"paramDescription": "the raw set to be saved (full path)",
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"paramRequired": true
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},
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{
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@ -1,19 +1,11 @@
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<workflow-app name="Create Similarity Relations" xmlns="uri:oozie:workflow:0.5">
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<parameters>
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<property>
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<name>sourcePath</name>
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<name>rawGraphBasePath</name>
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<description>the raw graph base path</description>
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</property>
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<property>
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<name>entity</name>
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<description>the entity that should be processed</description>
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</property>
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<property>
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<name>dedupConf</name>
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<description>the (list of) dedup Configuration(s)</description>
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</property>
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<property>
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<name>targetPath</name>
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<name>actionSetBasePath</name>
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<description>the output base path</description>
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</property>
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<property>
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@ -28,6 +20,14 @@
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<name>agentName</name>
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<description>the agent name</description>
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</property>
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<property>
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<name>isLookUpUrl</name>
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<description>the address of the lookUp service</description>
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</property>
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<property>
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<name>actionSetId</name>
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<description>id of the actionSet</description>
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</property>
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<property>
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<name>sparkDriverMemory</name>
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<description>memory for driver process</description>
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@ -72,13 +72,12 @@
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spark.sql.warehouse.dir="/user/hive/warehouse"
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</spark-opts>
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<arg>-mt</arg><arg>yarn-cluster</arg>
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<arg>--sourcePath</arg><arg>${sourcePath}</arg>
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<arg>--targetPath</arg><arg>${targetPath}</arg>
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<arg>--entity</arg><arg>${entity}</arg>
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<arg>--dedupConf</arg><arg>${dedupConf}</arg>
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<arg>--rawSet</arg><arg>${rawSet}</arg>
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<arg>--agentId</arg><arg>${agentId}</arg>
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<arg>--agentName</arg><arg>${agentName}</arg>
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<arg>--i</arg><arg>${rawGraphBasePath}</arg>
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<arg>--o</arg><arg>${rawSet}</arg>
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<arg>--ai</arg><arg>${agentId}</arg>
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<arg>--an</arg><arg>${agentName}</arg>
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<arg>--la</arg><arg>${isLookUpUrl}</arg>
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<arg>--asi</arg><arg>${actionSetId}</arg>
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</spark>
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<ok to="End"/>
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<error to="Kill"/>
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@ -20,13 +20,11 @@ import java.util.Set;
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public class SparkCreateDedupTest {
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String configuration;
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String configuration2;
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String entity = "publication";
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String entity = "organization";
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@Before
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public void setUp() throws IOException {
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configuration = IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dedup/conf/org1.curr.conf.json"));
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configuration2 = IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dedup/conf/org2.curr.conf.json"));
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configuration = IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dedup/conf/org.curr.conf.json"));
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}
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@Test
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@ -48,11 +46,12 @@ public class SparkCreateDedupTest {
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"-mt", "local[*]",
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"-s", "/Users/miconis/dumps",
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"-e", entity,
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"-c", ArgumentApplicationParser.compressArgument(configuration) + "@@@" + ArgumentApplicationParser.compressArgument(configuration2),
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"-t", "/tmp/dedup",
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"-rs", "rawset_test",
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"-c", ArgumentApplicationParser.compressArgument(configuration),
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"-rs", "/tmp/dedup/rawset_test",
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"-ai", "agentId",
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"-an", "agentName"
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"-an", "agentName",
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"-asi", "dedup-similarity-result-levenstein",
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"-la", "lookupurl",
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});
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}
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@ -3,6 +3,7 @@
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"threshold" : "0.99",
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"dedupRun" : "001",
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"entityType" : "organization",
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"subEntityValue": "organization",
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"orderField" : "legalname",
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"queueMaxSize" : "2000",
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"groupMaxSize" : "50",
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