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Merge pull request 'Use SparkSQL in place of Hive for executing step16-createIndicatorsTables.sql of stats update wf' (#386) from stats_with_spark_sql into beta 

Reviewed-on: D-Net/dnet-hadoop#386
This commit is contained in:
Claudio Atzori 2024-01-29 09:11:59 +01:00
parent bf99c424fa 926903b06b
commit f804c58bc7
3 changed files with 436 additions and 395 deletions
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5
dhp-workflows/dhp-stats-update/pom.xml
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@ -8,6 +8,11 @@
<modelVersion>4.0.0</modelVersion>
<artifactId>dhp-stats-update</artifactId>
<dependencies>
<dependency>
<groupId>eu.dnetlib.dhp</groupId>
<artifactId>dhp-common</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-core_${scala.binary.version}</artifactId>

627
dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16-createIndicatorsTables.sql
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47
dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml
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@ -64,6 +64,26 @@
<name>hadoop_user_name</name>
<description>user name of the wf owner</description>
</property>
<property>
<name>sparkSqlWarehouseDir</name>
</property>
<!-- General oozie workflow properties -->
<property>
<name>sparkClusterOpts</name>
<value>--conf spark.network.timeout=600 --conf spark.extraListeners= --conf spark.sql.queryExecutionListeners= --conf spark.yarn.historyServer.address=http://iis-cdh5-test-m3.ocean.icm.edu.pl:18088 --conf spark.eventLog.dir=hdfs://nameservice1/user/spark/applicationHistory</value>
<description>spark cluster-wide options</description>
</property>
<property>
<name>sparkResourceOpts</name>
<value>--executor-memory=6G --conf spark.executor.memoryOverhead=4G --executor-cores=6 --driver-memory=8G --driver-cores=4</value>
<description>spark resource options</description>
</property>
<property>
<name>sparkApplicationOpts</name>
<value>--conf spark.sql.shuffle.partitions=3840</value>
<description>spark resource options</description>
</property>
</parameters>
<global>
@ -82,6 +102,10 @@
<name>hive.mapjoin.followby.gby.localtask.max.memory.usage</name>
<value>0.80</value>
</property>
<property>
<name>oozie.action.sharelib.for.spark</name>
<value>${oozieActionShareLibForSpark2}</value>
</property>
<property>
<name>mapred.job.queue.name</name>
<value>analytics</value>
@ -322,12 +346,23 @@
</action>
<action name="Step16-createIndicatorsTables">
<hive2 xmlns="uri:oozie:hive2-action:0.1">
<jdbc-url>${hive_jdbc_url}</jdbc-url>
<script>scripts/step16-createIndicatorsTables.sql</script>
<param>stats_db_name=${stats_db_name}</param>
<param>external_stats_db_name=${external_stats_db_name}</param>
</hive2>
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>Step16-createIndicatorsTables</name>
<class>eu.dnetlib.dhp.oozie.RunSQLSparkJob</class>
<jar>dhp-stats-update-${projectVersion}.jar</jar>
<spark-opts>
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
${sparkClusterOpts}
${sparkResourceOpts}
${sparkApplicationOpts}
</spark-opts>
<arg>--hiveMetastoreUris</arg><arg>${hive_metastore_uris}</arg>
<arg>--sql</arg><arg>eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16-createIndicatorsTables.sql</arg>
<arg>--stats_db_name</arg><arg>${stats_db_name}</arg>
<arg>--external_stats_db_name</arg><arg>${external_stats_db_name}</arg>
</spark>
<ok to="Step16_1-definitions"/>
<error to="Kill"/>
</action>