Rearrange resources folder structure
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@ -126,12 +126,19 @@ oa_objects_df = oa_objects_df.drop('deletedbyinference').drop('invisible').disti
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# Collect only valid citations i.e., invisible = false & deletedbyinference=false
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cites_df = spark.read.json(graph_folder + "/relation")\
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.select(F.col('source').alias('citing'), F.col('target').alias('cited'), 'relClass', 'dataInfo.deletedbyinference', 'dataInfo.invisible')\
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.select(F.col('source').alias('citing'), F.col('target').alias('cited'), 'collectedfrom.value', 'relClass', 'dataInfo.deletedbyinference', 'dataInfo.invisible')\
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.where( (F.col('relClass') == "Cites") \
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& (F.col('dataInfo.deletedbyinference') == "false")\
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& (F.col('dataInfo.invisible') == "false"))\
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.drop('dataInfo.deletedbyinference').drop('dataInfo.invisible')\
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.repartition(num_partitions, 'citing').drop('relClass')
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.repartition(num_partitions, 'citing').drop('relClass')\
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.withColumn('collected_lower', F.expr('transform(collectedfrom.value, x -> lower(x))'))\
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.drop('collectedfrom.value')\
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.where(
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(F.array_contains(F.col('collected_lower'), "opencitations"))
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| (F.array_contains(F.col('collected_lower'), "crossref"))
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| (F.array_contains(F.col('collected_lower'), "mag"))
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).drop('collected_lower')
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# print ("Cited df has: " + str(cites_df.count()) + " entries")
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# DEPRECATED
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@ -63,6 +63,9 @@ oozieWorkflowPath=user/ilias.kanellos/workflow_example/
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# The directory where the workflow data is/should be stored
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workflowDataDir=user/ilias.kanellos/ranking_workflow
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# Directory where json data containing scores will be output
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bipScorePath=${workflowDataDir}/openaire_universe_scores/
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# Directory where dataframes are checkpointed
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checkpointDir=${nameNode}/${workflowDataDir}/check/
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@ -84,3 +87,6 @@ wfAppPath=${nameNode}/${oozieWorkflowPath}
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# The following is needed as a property of a workflow
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oozie.wf.application.path=${wfAppPath}
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# Path where the final output should be?
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actionSetOutputPath=${workflowDataDir}/bip_actionsets/
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@ -552,12 +552,51 @@
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</spark>
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<!-- Do this after finishing okay -->
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<ok to="end" />
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<ok to="deleteOutputPathForActionSet" />
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<!-- Go there if we have an error -->
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<error to="map-scores-fail" />
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</action>
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<action name="deleteOutputPathForActionSet">
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<fs>
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<delete path="${actionSetOutputPath}"/>
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<mkdir path="${actionSetOutputPath}"/>
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<!--
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<delete path="${workingDir}"/>
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<mkdir path="${workingDir}"/>
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-->
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</fs>
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<ok to="createActionSet"/>
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<error to="actionset-delete-fail"/>
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</action>
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<action name="createActionSet">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn</master>
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<mode>cluster</mode>
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<name>Produces the atomic action with the bip finder scores for publications</name>
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<class>eu.dnetlib.dhp.actionmanager.bipfinder.SparkAtomicActionScoreJob</class>
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<jar>dhp-aggregation-${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.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.warehouse.dir=${sparkSqlWarehouseDir}
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</spark-opts>
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<arg>--inputPath</arg><arg>${bipScorePath}</arg>
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<arg>--outputPath</arg><arg>${actionSetOutputPath}</arg>
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</spark>
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<ok to="end"/>
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<error to="actionset-creation-fail"/>
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</action>
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<!-- TODO: end the workflow-->
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@ -597,4 +636,12 @@
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<message>Mapping scores to DOIs failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<kill name="actionset-delete-fail">
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<message>Deleting output path for actionsets failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<kill name="actionset-creation-fail">
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<message>ActionSet creation failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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</workflow-app>
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