create a separate wf for resolving relation
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<workflow-app name="Resolve Relation" xmlns="uri:oozie:workflow:0.5">
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<parameters>
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<property>
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<name>entityPath</name>
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<description>the path of deduplicate Entities</description>
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</property>
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<property>
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<name>relationPath</name>
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<description>the path of relation unresolved</description>
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</property>
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<property>
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<name>targetPath</name>
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<description>the path of relation unresolved</description>
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</property>
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</parameters>
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<start to="ResolveRelations"/>
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<kill name="Kill">
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<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<action name="ResolveRelations">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn</master>
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<mode>cluster</mode>
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<name>Resolve Relations in raw graph</name>
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<class>eu.dnetlib.dhp.sx.graph.SparkResolveRelation</class>
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<jar>dhp-graph-mapper-${projectVersion}.jar</jar>
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<spark-opts>
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--executor-memory=${sparkExecutorMemory}
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--executor-cores=${sparkExecutorCores}
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--driver-memory=${sparkDriverMemory}
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--conf spark.extraListeners=${spark2ExtraListeners}
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--conf spark.sql.shuffle.partitions=3000
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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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</spark-opts>
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<arg>--master</arg><arg>yarn</arg>
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<arg>--relationPath</arg><arg>${relationPath}</arg>
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<arg>--workingPath</arg><arg>${targetPath}</arg>
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<arg>--entityPath</arg><arg>${entityPath}</arg>
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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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<workflow-app name="Create Raw Graph Final Step: Construct the Scholexplorer Raw Graph" 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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<description>the source path</description>
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</property>
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<property>
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<name>targetPath</name>
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<description>the source path</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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</property>
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<property>
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<name>sparkExecutorMemory</name>
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<description>memory for individual executor</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 to be merged</description>
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</property>
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</parameters>
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<start to="DeleteTargetPath"/>
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<kill name="Kill">
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<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<action name="DeleteTargetPath">
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<fs>
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<mkdir path="${targetPath}"/>
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<delete path='${targetPath}/${entity}'/>
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</fs>
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<ok to="MergeDLIEntities"/>
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<error to="Kill"/>
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</action>
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<action name="MergeDLIEntities">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<job-tracker>${jobTracker}</job-tracker>
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<name-node>${nameNode}</name-node>
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>Merge ${entity}</name>
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<class>eu.dnetlib.dhp.sx.graph.SparkScholexplorerCreateRawGraphJob</class>
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<jar>dhp-graph-mapper-${projectVersion}.jar</jar>
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<spark-opts> --executor-memory ${sparkExecutorMemory} --driver-memory=${sparkDriverMemory} ${sparkExtraOPT}</spark-opts>
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<arg>-mt</arg> <arg>yarn-cluster</arg>
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<arg>--sourcePath</arg><arg>${sourcePath}/${entity}</arg>
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<arg>--targetPath</arg><arg>${targetPath}/${entity}</arg>
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<arg>--entity</arg><arg>${entity}</arg>
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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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