forked from D-Net/dnet-hadoop
added oozie job for DNET migration and implemented Spark job for extracting entities
This commit is contained in:
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fe93c709f1
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package eu.dnetlib.dhp.migration;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.hadoop.io.Text;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.sql.SparkSession;
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import scala.Tuple2;
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import java.util.Arrays;
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import java.util.List;
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public class ExtractEntitiesFromHDFSJob {
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private static List<String> folderNames = Arrays.asList("db_entities", "oaf_entities", "odf_entities");
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public static void main(String[] args) throws Exception {
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils.toString(MigrateMongoMdstoresApplication.class.getResourceAsStream("/eu/dnetlib/dhp/migration/extract_entities_from_hdfs_parameters.json")));
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parser.parseArgument(args);
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final SparkSession spark = SparkSession
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.builder()
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.appName(ExtractEntitiesFromHDFSJob.class.getSimpleName())
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.master(parser.get("master"))
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.getOrCreate();
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final String sourcePath = parser.get("sourcePath");
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final String targetPath = parser.get("graphRawPath");
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final String entity = parser.get("entity");
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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JavaRDD<String> inputRdd = sc.emptyRDD();
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folderNames.forEach(p -> inputRdd.union(
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sc.sequenceFile(sourcePath+"/"+p, Text.class, Text.class)
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.map(k -> new Tuple2<>(k._1().toString(), k._2().toString()))
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.filter(k -> isEntityType(k._1(), entity))
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.map(Tuple2::_2))
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);
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inputRdd.saveAsTextFile(targetPath+"/"+entity);
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}
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private static boolean isEntityType(final String item, final String entity) {
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return StringUtils.substringAfter(item, ":").equalsIgnoreCase(entity);
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}
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}
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[
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{
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"paramName": "s",
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"paramLongName": "sourcePath",
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"paramDescription": "the HDFS source path which contains the sequential file",
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"paramRequired": true
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},
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{
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"paramName": "mt",
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"paramLongName": "master",
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"paramDescription": "should be local or yarn",
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"paramRequired": true
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},
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{
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"paramName": "g",
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"paramLongName": "graphRawPath",
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"paramDescription": "the path of the graph Raw in hdfs",
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"paramRequired": true
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},
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{
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"paramName": "e",
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"paramLongName": "entity",
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"paramDescription": "The entity to extract",
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"paramRequired": true
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}
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]
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<configuration>
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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>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>hdfsUser</name>
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<value>dnet</value>
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</property>
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</configuration>
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<workflow-app name="import Entities from aggretor to HDFS" 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 base path to store hdfs file</description>
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</property>
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<property>
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<name>graphRawPath</name>
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<description>the graph Raw base path</description>
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</property>
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<property>
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<name>postgresURL</name>
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<description>the postgres URL to access to the database</description>
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</property>
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<property>
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<name>postgresUser</name>
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<description>the user postgres</description>
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</property>
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<property>
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<name>postgresPassword</name>
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<description>the password postgres</description>
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</property>
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<property>
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<name>mongourl</name>
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<description>mongoDB url, example: mongodb://[username:password@]host[:port]</description>
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</property>
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<property>
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<name>mongoDb</name>
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<description>mongo database</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="ResetWorkingPath"/>
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<kill name="Kill">
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<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
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</kill>
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<action name="ResetWorkingPath">
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<fs>
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<delete path='${workingPath}'/>
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<mkdir path='${workingPath}'/>
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</fs>
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<ok to="ImportEntitiesFromPostgres"/>
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<error to="Kill"/>
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</action>
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<action name="ImportEntitiesFromPostgres">
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<java>
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<job-tracker>${jobTracker}</job-tracker>
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<name-node>${nameNode}</name-node>
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<main-class>eu.dnetlib.dhp.migration.MigrateDbEntitiesApplication</main-class>
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<arg>-p</arg><arg>${workingPath}/db_entities</arg>
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<arg>-n</arg><arg>${nameNode}</arg>
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<arg>-u</arg><arg>${hdfsUser}</arg>
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<arg>-dburl</arg><arg>${postgresURL}</arg>
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<arg>-dbuser</arg><arg>${postgresUser}</arg>
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<arg>-dbpasswd</arg><arg>${postgresPassword}</arg>
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</java>
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<ok to="ImportODFEntitiesFromMongoDB"/>
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<error to="Kill"/>
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</action>
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<action name="ImportODFEntitiesFromMongoDB">
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<java>
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<job-tracker>${jobTracker}</job-tracker>
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<name-node>${nameNode}</name-node>
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<main-class>eu.dnetlib.dhp.migration.MigrateMongoMdstoresApplication</main-class>
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<arg>-p</arg><arg>${workingPath}/odf_entities</arg>
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<arg>-n</arg><arg>${nameNode}</arg>
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<arg>-u</arg><arg>${hdfsUser}</arg>
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<arg>-mongourl</arg><arg>${mongourl}</arg>
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<arg>-db</arg><arg>${mongoDb}</arg>
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<arg>-f</arg><arg>ODF</arg>
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<arg>-l</arg><arg>store</arg>
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<arg>-i</arg><arg>cleaned</arg>
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<arg>-pgurl</arg><arg>${postgresURL}</arg>
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<arg>-pguser</arg><arg>${postgresUser}</arg>
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<arg>-pgpasswd</arg><arg>${postgresPassword}</arg>
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</java>
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<ok to="ImportOAFEntitiesFromMongoDB"/>
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<error to="Kill"/>
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</action>
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<action name="ImportOAFEntitiesFromMongoDB">
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<java>
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<job-tracker>${jobTracker}</job-tracker>
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<name-node>${nameNode}</name-node>
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<main-class>eu.dnetlib.dhp.migration.MigrateMongoMdstoresApplication</main-class>
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<arg>-p</arg><arg>${workingPath}/oaf_entities</arg>
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<arg>-n</arg><arg>${nameNode}</arg>
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<arg>-u</arg><arg>${hdfsUser}</arg>
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<arg>-mongourl</arg><arg>${mongourl}</arg>
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<arg>-db</arg><arg>${mongoDb}</arg>
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<arg>-f</arg><arg>OAF</arg>
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<arg>-l</arg><arg>store</arg>
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<arg>-i</arg><arg>cleaned</arg>
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<arg>-pgurl</arg><arg>${postgresURL}</arg>
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<arg>-pguser</arg><arg>${postgresUser}</arg>
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<arg>-pgpasswd</arg><arg>${postgresPassword}</arg>
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</java>
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<ok to="End"/>
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<error to="Kill"/>
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</action>
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<action name="ExtractPublication">
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<spark xmlns="uri:oozie:spark-action:0.2">
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<job-tracker>${jobTracker}</job-tracker>
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<name-node>${nameNode}</name-node>
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<master>yarn-cluster</master>
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<mode>cluster</mode>
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<name>ExtractEntities: publication</name>
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<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
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<jar>dhp-aggregation-${projectVersion}.jar</jar>
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<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
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<arg>-mt</arg> <arg>yarn-cluster</arg>
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<arg>--sourcePath</arg><arg>${workingPath}</arg>
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<arg>-g</arg><arg>${graphRawPath}/publication</arg>
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<arg>-e</arg><arg>publication</arg>
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</spark>
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<ok to="ExtractDataset"/>
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<error to="Kill"/>
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</action>
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<action name="ExtractDataset">
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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>ExtractEntities: dataset</name>
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<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
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<jar>dhp-aggregation-${projectVersion}.jar</jar>
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<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
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<arg>-mt</arg> <arg>yarn-cluster</arg>
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<arg>--sourcePath</arg><arg>${workingPath}</arg>
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<arg>-g</arg><arg>${graphRawPath}/dataset</arg>
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<arg>-e</arg><arg>dataset</arg>
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</spark>
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<ok to="ExtractSoftware"/>
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<error to="Kill"/>
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</action>
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<action name="ExtractSoftware">
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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>ExtractEntities: software</name>
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<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
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<jar>dhp-aggregation-${projectVersion}.jar</jar>
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<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
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<arg>-mt</arg> <arg>yarn-cluster</arg>
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<arg>--sourcePath</arg><arg>${workingPath}</arg>
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<arg>-g</arg><arg>${graphRawPath}/software</arg>
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<arg>-e</arg><arg>software</arg>
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</spark>
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<ok to="ExtractORP"/>
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<error to="Kill"/>
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</action>
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<action name="ExtractORP">
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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>ExtractEntities: otherresearchproduct</name>
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<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
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<jar>dhp-aggregation-${projectVersion}.jar</jar>
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<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
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<arg>-mt</arg> <arg>yarn-cluster</arg>
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<arg>--sourcePath</arg><arg>${workingPath}</arg>
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<arg>-g</arg><arg>${graphRawPath}/otherresearchproduct</arg>
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<arg>-e</arg><arg>otherresearchproduct</arg>
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</spark>
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<ok to="ExtractDatasource"/>
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<error to="Kill"/>
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</action>
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<action name="ExtractDatasource">
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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>ExtractEntities: datasource</name>
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<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
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<jar>dhp-aggregation-${projectVersion}.jar</jar>
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<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
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<arg>-mt</arg> <arg>yarn-cluster</arg>
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<arg>--sourcePath</arg><arg>${workingPath}</arg>
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<arg>-g</arg><arg>${graphRawPath}/datasource</arg>
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<arg>-e</arg><arg>datasource</arg>
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</spark>
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<ok to="ExtractOrganization"/>
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<error to="Kill"/>
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</action>
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<action name="ExtractOrganization">
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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>ExtractEntities: organization</name>
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<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
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<jar>dhp-aggregation-${projectVersion}.jar</jar>
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||||||
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<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
|
||||||
|
<arg>-mt</arg> <arg>yarn-cluster</arg>
|
||||||
|
<arg>--sourcePath</arg><arg>${workingPath}</arg>
|
||||||
|
<arg>-g</arg><arg>${graphRawPath}/organization</arg>
|
||||||
|
<arg>-e</arg><arg>organization</arg>
|
||||||
|
</spark>
|
||||||
|
<ok to="ExtractProject"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
|
||||||
|
<action name="ExtractProject">
|
||||||
|
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||||
|
<job-tracker>${jobTracker}</job-tracker>
|
||||||
|
<name-node>${nameNode}</name-node>
|
||||||
|
<master>yarn-cluster</master>
|
||||||
|
<mode>cluster</mode>
|
||||||
|
<name>ExtractEntities: project</name>
|
||||||
|
<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
|
||||||
|
<jar>dhp-aggregation-${projectVersion}.jar</jar>
|
||||||
|
<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
|
||||||
|
<arg>-mt</arg> <arg>yarn-cluster</arg>
|
||||||
|
<arg>--sourcePath</arg><arg>${workingPath}</arg>
|
||||||
|
<arg>-g</arg><arg>${graphRawPath}/project</arg>
|
||||||
|
<arg>-e</arg><arg>project</arg>
|
||||||
|
</spark>
|
||||||
|
<ok to="ExtractRelation"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
|
||||||
|
<action name="ExtractRelation">
|
||||||
|
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||||
|
<job-tracker>${jobTracker}</job-tracker>
|
||||||
|
<name-node>${nameNode}</name-node>
|
||||||
|
<master>yarn-cluster</master>
|
||||||
|
<mode>cluster</mode>
|
||||||
|
<name>ExtractEntities: relation</name>
|
||||||
|
<class>eu.dnetlib.dhp.migration.ExtractEntitiesFromHDFSJob</class>
|
||||||
|
<jar>dhp-aggregation-${projectVersion}.jar</jar>
|
||||||
|
<spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores} --driver-memory=${sparkDriverMemory} --conf spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf spark.sql.warehouse.dir="/user/hive/warehouse"</spark-opts>
|
||||||
|
<arg>-mt</arg> <arg>yarn-cluster</arg>
|
||||||
|
<arg>--sourcePath</arg><arg>${workingPath}</arg>
|
||||||
|
<arg>-g</arg><arg>${graphRawPath}/relation</arg>
|
||||||
|
<arg>-e</arg><arg>relation</arg>
|
||||||
|
</spark>
|
||||||
|
<ok to="End"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
|
||||||
|
<end name="End"/>
|
||||||
|
</workflow-app>
|
||||||
|
|
@ -18,13 +18,13 @@ public class GraphMappingUtils {
|
||||||
public final static Map<String, Class> types = Maps.newHashMap();
|
public final static Map<String, Class> types = Maps.newHashMap();
|
||||||
|
|
||||||
static {
|
static {
|
||||||
types.put("datasource", Datasource.class);
|
types.put("datasource", Datasource.class);
|
||||||
types.put("organization", Organization.class);
|
types.put("organization", Organization.class);
|
||||||
types.put("project", Project.class);
|
types.put("project", Project.class);
|
||||||
types.put("dataset", Dataset.class);
|
types.put("dataset", Dataset.class);
|
||||||
types.put("otherresearchproduct", OtherResearchProduct.class);
|
types.put("otherresearchproduct", OtherResearchProduct.class);
|
||||||
types.put("software", Software.class);
|
types.put("software", Software.class);
|
||||||
types.put("publication", Publication.class);
|
types.put("publication", Publication.class);
|
||||||
types.put("relation", Relation.class);
|
types.put("relation", Relation.class);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue