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changed the way to produce the AS for bipFinder.

This commit is contained in:
Miriam Baglioni 2021-12-14 14:51:14 +01:00
parent 4eb8276493
commit 6fb6236cd4
3 changed files with 27 additions and 232 deletions
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86
dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/bipfinder/CollectAndSave.java
View File

@ -1,86 +0,0 @@
package eu.dnetlib.dhp.actionmanager.bipfinder;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
import java.io.Serializable;
import java.util.Objects;
import java.util.Optional;
import org.apache.commons.io.IOUtils;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapred.SequenceFileOutputFormat;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.sql.SparkSession;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.fasterxml.jackson.databind.ObjectMapper;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.common.HdfsSupport;
import eu.dnetlib.dhp.schema.oaf.Result;
/**
* Just collects all the atomic actions produced for the different results and saves them in
* outputpath for the ActionSet
*/
public class CollectAndSave implements Serializable {
private static final Logger log = LoggerFactory.getLogger(CollectAndSave.class);
public static void main(String[] args) throws Exception {
String jsonConfiguration = IOUtils
.toString(
Objects
.requireNonNull(
CollectAndSave.class
.getResourceAsStream(
"/eu/dnetlib/dhp/actionmanager/bipfinder/input_actionset_parameter.json")));
final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
parser.parseArgument(args);
Boolean isSparkSessionManaged = Optional
.ofNullable(parser.get("isSparkSessionManaged"))
.map(Boolean::valueOf)
.orElse(Boolean.TRUE);
log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
final String inputPath = parser.get("inputPath");
log.info("inputPath {}: ", inputPath);
final String outputPath = parser.get("outputPath");
log.info("outputPath {}: ", outputPath);
SparkConf conf = new SparkConf();
runWithSparkSession(
conf,
isSparkSessionManaged,
spark -> {
removeOutputDir(spark, outputPath);
collectAndSave(spark, inputPath, outputPath);
});
}
private static void collectAndSave(SparkSession spark, String inputPath, String outputPath) {
JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
sc
.sequenceFile(inputPath + "/publication", Text.class, Text.class)
.union(sc.sequenceFile(inputPath + "/dataset", Text.class, Text.class))
.union(sc.sequenceFile(inputPath + "/otherresearchproduct", Text.class, Text.class))
.union(sc.sequenceFile(inputPath + "/software", Text.class, Text.class))
.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class);
}
private static void removeOutputDir(SparkSession spark, String path) {
HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
}
}

36
dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/bipfinder/SparkAtomicActionScoreJob.java
View File

@ -50,7 +50,7 @@ public class SparkAtomicActionScoreJob implements Serializable {
.toString(
SparkAtomicActionScoreJob.class
.getResourceAsStream(
"/eu/dnetlib/dhp/actionmanager/bipfinder/input_parameters.json"));
"/eu/dnetlib/dhp/actionmanager/bipfinder/input_actionset_parameter.json"));
final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
@ -69,14 +69,6 @@ public class SparkAtomicActionScoreJob implements Serializable {
final String outputPath = parser.get("outputPath");
log.info("outputPath {}: ", outputPath);
final String bipScorePath = parser.get("bipScorePath");
log.info("bipScorePath: {}", bipScorePath);
final String resultClassName = parser.get("resultTableName");
log.info("resultTableName: {}", resultClassName);
Class<I> inputClazz = (Class<I>) Class.forName(resultClassName);
SparkConf conf = new SparkConf();
runWithSparkSession(
@ -84,12 +76,11 @@ public class SparkAtomicActionScoreJob implements Serializable {
isSparkSessionManaged,
spark -> {
removeOutputDir(spark, outputPath);
prepareResults(spark, inputPath, outputPath, bipScorePath, inputClazz);
prepareResults(spark, inputPath, outputPath);
});
}
private static <I extends Result> void prepareResults(SparkSession spark, String inputPath, String outputPath,
String bipScorePath, Class<I> inputClazz) {
private static <I extends Result> void prepareResults(SparkSession spark, String bipScorePath, String outputPath) {
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
@ -105,26 +96,7 @@ public class SparkAtomicActionScoreJob implements Serializable {
return bs;
}).collect(Collectors.toList()).iterator()).rdd(), Encoders.bean(BipScore.class));
Dataset<I> results = readPath(spark, inputPath, inputClazz);
results.createOrReplaceTempView("result");
Dataset<Row> preparedResult = spark
.sql(
"select id " +
"from result " +
"where dataInfo.deletedbyinference = false ");
bipScores
.joinWith(
preparedResult, bipScores.col("id").equalTo(preparedResult.col("id")),
"inner")
.map((MapFunction<Tuple2<BipScore, Row>, BipScore>) value -> {
BipScore ret = value._1();
ret.setId(value._1().getId());
return ret;
}, Encoders.bean(BipScore.class))
.map((MapFunction<BipScore, Result>) bs -> {
Result ret = new Result();
@ -136,7 +108,7 @@ public class SparkAtomicActionScoreJob implements Serializable {
return ret;
}, Encoders.bean(Result.class))
.toJavaRDD()
.map(p -> new AtomicAction(inputClazz, p))
.map(p -> new AtomicAction(Result.class, p))
.mapToPair(
aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
new Text(OBJECT_MAPPER.writeValueAsString(aa))))

137
dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/bipfinder/oozie_app/workflow.xml
View File

@ -49,6 +49,25 @@
</property>
</parameters>
<global>
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<configuration>
<property>
<name>mapreduce.job.queuename</name>
<value>${queueName}</value>
</property>
<property>
<name>oozie.launcher.mapred.job.queue.name</name>
<value>${oozieLauncherQueueName}</value>
</property>
<property>
<name>oozie.action.sharelib.for.spark</name>
<value>${oozieActionShareLibForSpark2}</value>
</property>
</configuration>
</global>
<start to="deleteoutputpath"/>
<kill name="Kill">
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
@ -64,14 +83,8 @@
<error to="Kill"/>
</action>
<fork name="atomicactions">
<path start="atomicactions_publication"/>
<path start="atomicactions_dataset"/>
<path start="atomicactions_orp"/>
<path start="atomicactions_software"/>
</fork>
<action name="atomicactions_publication">
<action name="atomicactions">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
@ -88,118 +101,14 @@
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--inputPath</arg><arg>${inputPath}/publication</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
<arg>--outputPath</arg><arg>${workingDir}/publication</arg>
<arg>--bipScorePath</arg><arg>${bipScorePath}</arg>
</spark>
<ok to="join_aa"/>
<error to="Kill"/>
</action>
<action name="atomicactions_dataset">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>Produces the atomic action with the bip finder scores for datasets</name>
<class>eu.dnetlib.dhp.actionmanager.bipfinder.SparkAtomicActionScoreJob</class>
<jar>dhp-aggregation-${projectVersion}.jar</jar>
<spark-opts>
--executor-memory=${sparkExecutorMemory}
--executor-cores=${sparkExecutorCores}
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--inputPath</arg><arg>${inputPath}/dataset</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
<arg>--outputPath</arg><arg>${workingDir}/dataset</arg>
<arg>--bipScorePath</arg><arg>${bipScorePath}</arg>
</spark>
<ok to="join_aa"/>
<error to="Kill"/>
</action>
<action name="atomicactions_orp">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>Produces the atomic action with the bip finder scores for orp</name>
<class>eu.dnetlib.dhp.actionmanager.bipfinder.SparkAtomicActionScoreJob</class>
<jar>dhp-aggregation-${projectVersion}.jar</jar>
<spark-opts>
--executor-memory=${sparkExecutorMemory}
--executor-cores=${sparkExecutorCores}
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--inputPath</arg><arg>${inputPath}/otherresearchproduct</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
<arg>--outputPath</arg><arg>${workingDir}/otherresearchproduct</arg>
<arg>--bipScorePath</arg><arg>${bipScorePath}</arg>
</spark>
<ok to="join_aa"/>
<error to="Kill"/>
</action>
<action name="atomicactions_software">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>Produces the atomic action with the bip finder scores for software</name>
<class>eu.dnetlib.dhp.actionmanager.bipfinder.SparkAtomicActionScoreJob</class>
<jar>dhp-aggregation-${projectVersion}.jar</jar>
<spark-opts>
--executor-memory=${sparkExecutorMemory}
--executor-cores=${sparkExecutorCores}
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--inputPath</arg><arg>${inputPath}/software</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
<arg>--outputPath</arg><arg>${workingDir}/software</arg>
<arg>--bipScorePath</arg><arg>${bipScorePath}</arg>
</spark>
<ok to="join_aa"/>
<error to="Kill"/>
</action>
<join name="join_aa" to="collectandsave"/>
<action name="collectandsave">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>saves all the aa produced for the several types of results in the as output path</name>
<class>eu.dnetlib.dhp.actionmanager.bipfinder.CollectAndSave</class>
<jar>dhp-aggregation-${projectVersion}.jar</jar>
<spark-opts>
--executor-memory=${sparkExecutorMemory}
--executor-cores=${sparkExecutorCores}
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.sql.warehouse.dir=${sparkSqlWarehouseDir}
</spark-opts>
<arg>--inputPath</arg><arg>${workingDir}</arg>
<arg>--inputPath</arg><arg>${bipScorePath}</arg>
<arg>--outputPath</arg><arg>${outputPath}</arg>
</spark>
<ok to="End"/>
<error to="Kill"/>
</action>
<end name="End"/>
</workflow-app>