some wf fixing
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parent
9e2c23e391
commit
9a847b4557
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@ -24,11 +24,7 @@
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-sql_2.11</artifactId>
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</dependency>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-hive_2.11</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>eu.dnetlib.dhp</groupId>
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@ -45,10 +41,6 @@
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<artifactId>dnet-pace-core</artifactId>
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</dependency>
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<dependency>
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<groupId>com.jayway.jsonpath</groupId>
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<artifactId>json-path</artifactId>
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</dependency>
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<dependency>
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<groupId>dom4j</groupId>
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<artifactId>dom4j</artifactId>
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@ -31,7 +31,6 @@ import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.OpenaireBrokerResultAg
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import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedEntityFactory;
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import eu.dnetlib.dhp.broker.oa.util.aggregators.withRels.RelatedProject;
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import eu.dnetlib.dhp.common.HdfsSupport;
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import eu.dnetlib.dhp.schema.oaf.OtherResearchProduct;
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import eu.dnetlib.dhp.schema.oaf.Project;
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import eu.dnetlib.dhp.schema.oaf.Publication;
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import eu.dnetlib.dhp.schema.oaf.Relation;
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@ -51,8 +50,7 @@ public class GenerateEventsApplication {
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public static void main(final String[] args) throws Exception {
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils
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.toString(
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GenerateEventsApplication.class
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.toString(GenerateEventsApplication.class
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.getResourceAsStream("/eu/dnetlib/dhp/broker/oa/generate_broker_events.json")));
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parser.parseArgument(args);
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@ -78,18 +76,21 @@ public class GenerateEventsApplication {
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conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
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conf.registerKryoClasses(BrokerConstants.getModelClasses());
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final DedupConfig dedupConfig = loadDedupConfig(isLookupUrl, dedupConfigProfileId);
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// TODO UNCOMMENT
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// final DedupConfig dedupConfig = loadDedupConfig(isLookupUrl, dedupConfigProfileId);
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final DedupConfig dedupConfig = null;
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runWithSparkSession(conf, isSparkSessionManaged, spark -> {
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removeOutputDir(spark, eventsPath);
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// TODO UNCOMMENT
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spark
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.emptyDataset(Encoders.kryo(Event.class))
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.union(generateEvents(spark, graphPath, Publication.class, dedupConfig))
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.union(generateEvents(spark, graphPath, eu.dnetlib.dhp.schema.oaf.Dataset.class, dedupConfig))
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.union(generateEvents(spark, graphPath, Software.class, dedupConfig))
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.union(generateEvents(spark, graphPath, OtherResearchProduct.class, dedupConfig))
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// .union(generateEvents(spark, graphPath, eu.dnetlib.dhp.schema.oaf.Dataset.class, dedupConfig))
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// .union(generateEvents(spark, graphPath, Software.class, dedupConfig))
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// .union(generateEvents(spark, graphPath, OtherResearchProduct.class, dedupConfig))
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.write()
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.mode(SaveMode.Overwrite)
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.option("compression", "gzip")
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@ -117,15 +118,12 @@ public class GenerateEventsApplication {
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.toColumn();
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return results
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.joinWith(mergedRels, results.col("result.id").equalTo(mergedRels.col("source")), "inner")
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.groupByKey(
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(MapFunction<Tuple2<OpenaireBrokerResult, Relation>, String>) t -> t._2.getTarget(), Encoders.STRING())
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.joinWith(mergedRels, results.col("openaireId").equalTo(mergedRels.col("source")), "inner")
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.groupByKey((MapFunction<Tuple2<OpenaireBrokerResult, Relation>, String>) t -> t._2.getTarget(), Encoders.STRING())
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.agg(aggr)
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.map((MapFunction<Tuple2<String, ResultGroup>, ResultGroup>) t -> t._2, Encoders.kryo(ResultGroup.class))
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.filter(ResultGroup::isValid)
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.map(
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(MapFunction<ResultGroup, EventGroup>) g -> EventFinder.generateEvents(g, dedupConfig),
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Encoders.kryo(EventGroup.class))
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.map((MapFunction<ResultGroup, EventGroup>) g -> EventFinder.generateEvents(g, dedupConfig), Encoders.kryo(EventGroup.class))
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.flatMap(group -> group.getData().iterator(), Encoders.kryo(Event.class));
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}
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@ -133,9 +131,9 @@ public class GenerateEventsApplication {
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final SparkSession spark,
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final String graphPath,
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final Class<SRC> sourceClass) {
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final Dataset<Project> projects = readPath(spark, graphPath + "/project", Project.class);
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final Dataset<eu.dnetlib.dhp.schema.oaf.Dataset> datasets = readPath(
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spark, graphPath + "/dataset", eu.dnetlib.dhp.schema.oaf.Dataset.class);
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final Dataset<eu.dnetlib.dhp.schema.oaf.Dataset> datasets = readPath(spark, graphPath + "/dataset", eu.dnetlib.dhp.schema.oaf.Dataset.class);
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final Dataset<Software> softwares = readPath(spark, graphPath + "/software", Software.class);
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final Dataset<Publication> publications = readPath(spark, graphPath + "/publication", Publication.class);
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@ -143,17 +141,14 @@ public class GenerateEventsApplication {
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.filter(r -> !r.getRelClass().equals(BrokerConstants.IS_MERGED_IN_CLASS))
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.cache();
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final Dataset<OpenaireBrokerResult> r0 = readPath(
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spark, graphPath + "/" + sourceClass.getSimpleName().toLowerCase(), Result.class)
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final Dataset<OpenaireBrokerResult> r0 = readPath(spark, graphPath + "/" + sourceClass.getSimpleName().toLowerCase(), Result.class)
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.filter(r -> r.getDataInfo().getDeletedbyinference())
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.map(ConversionUtils::oafResultToBrokerResult, Encoders.kryo(OpenaireBrokerResult.class));
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final Dataset<OpenaireBrokerResult> r1 = join(r0, rels, relatedEntities(projects, rels, RelatedProject.class));
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final Dataset<OpenaireBrokerResult> r2 = join(r1, rels, relatedEntities(softwares, rels, RelatedProject.class));
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final Dataset<OpenaireBrokerResult> r3 = join(r2, rels, relatedEntities(datasets, rels, RelatedProject.class));
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final Dataset<OpenaireBrokerResult> r4 = join(
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r3, rels, relatedEntities(publications, rels, RelatedProject.class));
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;
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final Dataset<OpenaireBrokerResult> r4 = join(r3, rels, relatedEntities(publications, rels, RelatedProject.class));;
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return r4;
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}
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@ -163,9 +158,7 @@ public class GenerateEventsApplication {
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final Class<RT> clazz) {
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return rels
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.joinWith(targets, targets.col("id").equalTo(rels.col("target")), "inner")
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.map(
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t -> RelatedEntityFactory.newRelatedEntity(t._1.getSource(), t._1.getRelType(), t._2, clazz),
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Encoders.kryo(clazz));
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.map(t -> RelatedEntityFactory.newRelatedEntity(t._1.getSource(), t._1.getRelType(), t._2, clazz), Encoders.kryo(clazz));
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}
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private static <T> Dataset<OpenaireBrokerResult> join(final Dataset<OpenaireBrokerResult> sources,
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@ -173,15 +166,13 @@ public class GenerateEventsApplication {
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final Dataset<T> typedRels) {
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final TypedColumn<Tuple2<OpenaireBrokerResult, T>, OpenaireBrokerResult> aggr = new OpenaireBrokerResultAggregator<T>()
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.toColumn();
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;
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.toColumn();;
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return sources
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.joinWith(typedRels, sources.col("result.id").equalTo(rels.col("source")), "left_outer")
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.groupByKey(
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(MapFunction<Tuple2<OpenaireBrokerResult, T>, String>) t -> t._1.getOpenaireId(), Encoders.STRING())
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return sources.joinWith(typedRels, sources.col("openaireId").equalTo(rels.col("source")), "left_outer")
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.groupByKey((MapFunction<Tuple2<OpenaireBrokerResult, T>, String>) t -> t._1.getOpenaireId(), Encoders.STRING())
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.agg(aggr)
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.map(t -> t._2, Encoders.kryo(OpenaireBrokerResult.class));
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}
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public static <R> Dataset<R> readPath(
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@ -195,14 +186,12 @@ public class GenerateEventsApplication {
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}
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private static DedupConfig loadDedupConfig(final String isLookupUrl, final String profId) throws Exception {
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final ISLookUpService isLookUpService = ISLookupClientFactory.getLookUpService(isLookupUrl);
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final String conf = isLookUpService
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.getResourceProfileByQuery(
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String
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.format(
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"for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()",
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profId));
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.getResourceProfileByQuery(String
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.format("for $x in /RESOURCE_PROFILE[.//RESOURCE_IDENTIFIER/@value = '%s'] return $x//DEDUPLICATION/text()", profId));
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final DedupConfig dedupConfig = new ObjectMapper().readValue(conf, DedupConfig.class);
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dedupConfig.getPace().initModel();
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@ -63,8 +63,14 @@ public final class UpdateInfo<T> {
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return target;
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}
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private float calculateTrust(final DedupConfig dedupConfig, final OpenaireBrokerResult r1,
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private float calculateTrust(final DedupConfig dedupConfig,
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final OpenaireBrokerResult r1,
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final OpenaireBrokerResult r2) {
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if (dedupConfig == null) {
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return BrokerConstants.MIN_TRUST;
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}
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try {
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final ObjectMapper objectMapper = new ObjectMapper();
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final MapDocument doc1 = MapDocumentUtil
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@ -80,20 +80,32 @@
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</kill>
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<action name="generate_events">
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<java>
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<prepare>
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<delete path="${eventsOutputPath}"/>
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</prepare>
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<main-class>eu.dnetlib.dhp.broker.oa.GenerateEventsApplication</main-class>
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn</master>
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<mode>cluster</mode>
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<name>GenerateEvents</name>
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<class>eu.dnetlib.dhp.broker.oa.GenerateEventsApplication</class>
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<jar>dhp-broker-events-${projectVersion}.jar</jar>
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<spark-opts>
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--executor-cores=${sparkExecutorCores}
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--executor-memory=${sparkExecutorMemory}
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--driver-memory=${sparkDriverMemory}
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--conf spark.extraListeners=${spark2ExtraListeners}
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--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
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--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
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--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
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--conf spark.sql.shuffle.partitions=3840
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</spark-opts>
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<arg>--graphPath</arg><arg>${graphInputPath}</arg>
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<arg>--eventsPath</arg><arg>${eventsOutputPath}</arg>
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<arg>--isLookupUrl</arg><arg>${isLookupUrl}</arg>
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<arg>--dedupConfProfile</arg><arg>${dedupConfProfId}</arg>
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</java>
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</spark>
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<ok to="End"/>
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<error to="Kill"/>
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</action>
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<end name="End"/>
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</workflow-app>
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