refactor code for EBI from dhp-graph-mapper into dhp-aggregation
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dd568ec88b
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@ -66,7 +66,7 @@ object SparkDownloadEBILinks {
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val log: Logger = LoggerFactory.getLogger(getClass)
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val MAX_ITEM_PER_PARTITION = 20000
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val conf: SparkConf = new SparkConf()
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val parser = new ArgumentApplicationParser(IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/ebi/ebi_download_update.json")))
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val parser = new ArgumentApplicationParser(IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/bio/ebi/ebi_download_update.json")))
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parser.parseArgument(args)
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val spark: SparkSession =
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SparkSession
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@ -86,7 +86,7 @@ object SparkDownloadEBILinks {
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val workingPath = parser.get("workingPath")
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log.info(s"workingPath -> $workingPath")
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log.info("Getting max pubmedId where the links have been requested")
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log.info("Getting max pubmedId where the links have already requested")
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val links: Dataset[EBILinkItem] = spark.read.load(s"$sourcePath/ebi_links_dataset").as[EBILinkItem]
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val lastPMIDRequested = links.map(l => l.id).select(max("value")).first.getLong(0)
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@ -14,7 +14,7 @@ object SparkEBILinksToOaf {
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def main(args: Array[String]): Unit = {
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val log: Logger = LoggerFactory.getLogger(getClass)
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val conf: SparkConf = new SparkConf()
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val parser = new ArgumentApplicationParser(IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/ebi/ebi_to_df_params.json")))
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val parser = new ArgumentApplicationParser(IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/bio/ebi/ebi_to_df_params.json")))
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parser.parseArgument(args)
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val spark: SparkSession =
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SparkSession
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@ -31,7 +31,7 @@ object SparkEBILinksToOaf {
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log.info(s"targetPath -> $targetPath")
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implicit val PMEncoder: Encoder[Oaf] = Encoders.kryo(classOf[Oaf])
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val ebLinks: Dataset[EBILinkItem] = spark.read.load(s"${sourcePath}_dataset").as[EBILinkItem].filter(l => l.links != null)
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val ebLinks: Dataset[EBILinkItem] = spark.read.load(sourcePath).as[EBILinkItem].filter(l => l.links != null && l.links.startsWith("{"))
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ebLinks.flatMap(j => BioDBToOAF.parse_ebi_links(j.links))
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.filter(p => BioDBToOAF.EBITargetLinksFilter(p))
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@ -0,0 +1,105 @@
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<workflow-app name="Create EBI Dataset" 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 Working Path</description>
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</property>
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<property>
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<name>workingPath</name>
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<description>the Working 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 OAF MDStore 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>sparkExecutorCores</name>
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<description>number of cores used by single executor</description>
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</property>
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<property>
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<name>resumeFrom</name>
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<value>DownloadEBILinks</value>
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<description>node to start</description>
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</property>
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</parameters>
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<start to="resume_from"/>
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<decision name="resume_from">
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<switch>
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<case to="DownloadEBILinks">${wf:conf('resumeFrom') eq 'DownloadEBILinks'}</case>
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<case to="CreateEBIDataSet">${wf:conf('resumeFrom') eq 'CreateEBIDataSet'}</case>
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<default to="DownloadEBILinks"/>
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</switch>
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</decision>
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<kill name="Kill">
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<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<action name="DownloadEBILinks">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>Incremental Download EBI Links</name>
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<class>eu.dnetllib.dhp.sx.bio.ebi.SparkDownloadEBILinks</class>
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<jar>dhp-aggregation-${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.shuffle.partitions=2000
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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>--sourcePath</arg><arg>${sourcePath}</arg>
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<arg>--workingPath</arg><arg>${workingPath}</arg>
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<arg>--master</arg><arg>yarn</arg>
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</spark>
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<ok to="OverrideFolders"/>
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<error to="Kill"/>
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</action>
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<action name="OverrideFolders">
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<fs>
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<delete path="${sourcePath}/ebi_links_dataset_old"/>
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<move source="${sourcePath}/ebi_links_dataset" target="${sourcePath}/ebi_links_dataset_old"/>
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<move source="${workingPath}/links_final" target="${sourcePath}/ebi_links_dataset"/>
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</fs>
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<ok to="CreateEBIDataSet"/>
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<error to="Kill"/>
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</action>
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<action name="CreateEBIDataSet">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>Create OAF DataSet</name>
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<class>eu.dnetllib.dhp.sx.bio.ebi.SparkEBILinksToOaf</class>
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<jar>dhp-aggregation-${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=${sparkDriverMemory}
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--conf spark.sql.shuffle.partitions=2000
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${sparkExtraOPT}
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</spark-opts>
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<arg>--sourcePath</arg><arg>${sourcePath}/ebi_links_dataset</arg>
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<arg>--targetPath</arg><arg>${targetPath}</arg>
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<arg>--master</arg><arg>yarn</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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@ -1,99 +0,0 @@
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<workflow-app name="Create EBI Dataset" xmlns="uri:oozie:workflow:0.5">
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<parameters>
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<property>
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<name>workingPath</name>
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<description>the Working 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>sparkExecutorCores</name>
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<description>number of cores used by single executor</description>
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</property>
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</parameters>
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<start to="CreateEBIDataSet"/>
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<kill name="Kill">
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<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<action name="GenerateBaselineDataset">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>Create Baselnie DataSet</name>
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<class>eu.dnetlib.dhp.sx.ebi.SparkCreateBaselineDataFrame</class>
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<jar>dhp-graph-mapper-${projectVersion}.jar</jar>
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<spark-opts>
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--executor-memory=${sparkExecutorMemory}
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--executor-cores=1
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--driver-memory=${sparkDriverMemory}
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--executor-cores=${sparkExecutorCores}
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${sparkExtraOPT}
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</spark-opts>
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<arg>--workingPath</arg><arg>${workingPath}</arg>
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<arg>--master</arg><arg>yarn</arg>
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<arg>--hdfsServerUri</arg><arg>${nameNode}</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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<action name="CreateEBIDataSet">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>Create EBI DataSet</name>
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<class>eu.dnetlib.dhp.sx.ebi.SparkEBILinksToOaf</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.sql.shuffle.partitions=1000
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${sparkExtraOPT}
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</spark-opts>
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<arg>--workingPath</arg><arg>${workingPath}</arg>
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<arg>--master</arg><arg>yarn</arg>
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</spark>
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<ok to="GenerateUpdates"/>
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<error to="Kill"/>
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</action>
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<action name="GenerateUpdates">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>Create Baseline DataSet</name>
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<class>eu.dnetlib.dhp.sx.ebi.SparkAddLinkUpdates</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=1
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--driver-memory=${sparkDriverMemory}
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--executor-cores=${sparkExecutorCores}
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${sparkExtraOPT}
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</spark-opts>
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<arg>--workingPath</arg><arg>${workingPath}</arg>
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<arg>--master</arg><arg>yarn</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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@ -1,68 +0,0 @@
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<configuration>
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<!-- OCEAN -->
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<property>
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<name>jobTracker</name>
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<value>yarnRM</value>
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</property>
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<property>
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<name>nameNode</name>
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<value>hdfs://nameservice1</value>
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</property>
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<property>
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<name>hive_metastore_uris</name>
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<value>thrift://iis-cdh5-test-m3.ocean.icm.edu.pl:9083</value>
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</property>
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<property>
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<name>spark2YarnHistoryServerAddress</name>
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<value>http://iis-cdh5-test-gw.ocean.icm.edu.pl:18089</value>
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</property>
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<!-- GARR -->
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<!-- <property>-->
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<!-- <name>jobTracker</name>-->
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<!-- <value>yarn</value>-->
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<!-- </property>-->
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<!-- <property>-->
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<!-- <name>nameNode</name>-->
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<!-- <value>hdfs://hadoop-rm1.garr-pa1.d4science.org:8020</value>-->
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<!-- </property>-->
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<!-- <property>-->
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<!-- <name>hive_metastore_uris</name>-->
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<!-- <value>thrift://hadoop-edge3.garr-pa1.d4science.org:9083</value>-->
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<!-- </property>-->
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<!-- <property>-->
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<!-- <name>spark2YarnHistoryServerAddress</name>-->
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<!-- <value>http://hadoop-rm2.garr-pa1.d4science.org:19888</value>-->
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<!-- </property>-->
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<property>
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<name>oozie.launcher.mapreduce.user.classpath.first</name>
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<value>true</value>
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</property>
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<property>
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<name>oozie.use.system.libpath</name>
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<value>true</value>
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</property>
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<property>
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<name>oozie.action.sharelib.for.spark</name>
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<value>spark2</value>
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</property>
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<property>
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<name>spark2EventLogDir</name>
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<value>/user/spark/spark2ApplicationHistory</value>
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</property>
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<property>
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<name>spark2ExtraListeners</name>
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<value>"com.cloudera.spark.lineage.NavigatorAppListener"</value>
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</property>
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<property>
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<name>spark2SqlQueryExecutionListeners</name>
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<value>"com.cloudera.spark.lineage.NavigatorQueryListener"</value>
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</property>
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</configuration>
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@ -1,67 +0,0 @@
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<workflow-app name="Create EBI Dataset" 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 Working Path</description>
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</property>
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<property>
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<name>workingPath</name>
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<description>the Working 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>sparkExecutorCores</name>
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<description>number of cores used by single executor</description>
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</property>
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</parameters>
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<start to="DownloadEBILinks"/>
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<kill name="Kill">
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<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<action name="DownloadEBILinks">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>Incremental Download EBI Links</name>
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<class>eu.dnetlib.dhp.sx.graph.ebi.SparkDownloadEBILinks</class>
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<jar>dhp-graph-mapper-${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=2000
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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>--sourcePath</arg><arg>${sourcePath}</arg>
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<arg>--workingPath</arg><arg>${workingPath}</arg>
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<arg>--master</arg><arg>yarn</arg>
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</spark>
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<ok to="OverrideFolders"/>
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<error to="Kill"/>
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</action>
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<action name="OverrideFolders">
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<fs>
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<delete path="${sourcePath}/ebi_links_dataset_old"/>
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<move source="${sourcePath}/ebi_links_dataset" target="${sourcePath}/ebi_links_dataset_old"/>
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<move source="${workingPath}/links_final" target="${sourcePath}/ebi_links_dataset"/>
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</fs>
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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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