forked from D-Net/dnet-hadoop
refactoring
This commit is contained in:
parent
e000754c92
commit
e5a177f0a7
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@ -1,5 +1,8 @@
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package eu.dnetlib.dhp.resulttoorganizationfrominstrepo;
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import static eu.dnetlib.dhp.PropagationConstant.*;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.schema.oaf.Datasource;
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@ -9,28 +12,26 @@ import org.apache.commons.io.IOUtils;
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import org.apache.hadoop.io.compress.GzipCodec;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.sql.SaveMode;
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import org.apache.spark.sql.SparkSession;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import static eu.dnetlib.dhp.PropagationConstant.*;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
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public class PrepareResultInstRepoAssociation {
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private static final Logger log = LoggerFactory.getLogger(PrepareResultInstRepoAssociation.class);
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private static final Logger log =
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LoggerFactory.getLogger(PrepareResultInstRepoAssociation.class);
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private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
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public static void main(String[] args) throws Exception{
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public static void main(String[] args) throws Exception {
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String jsonConfiguration = IOUtils.toString(PrepareResultInstRepoAssociation.class
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.getResourceAsStream("/eu/dnetlib/dhp/resulttoorganizationfrominstrepo/input_prepareresultorg_parameters.json"));
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String jsonConfiguration =
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IOUtils.toString(
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PrepareResultInstRepoAssociation.class.getResourceAsStream(
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"/eu/dnetlib/dhp/resulttoorganizationfrominstrepo/input_prepareresultorg_parameters.json"));
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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jsonConfiguration);
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
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parser.parseArgument(args);
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@ -49,77 +50,89 @@ public class PrepareResultInstRepoAssociation {
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SparkConf conf = new SparkConf();
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conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
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runWithSparkHiveSession(conf, isSparkSessionManaged,
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runWithSparkHiveSession(
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conf,
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isSparkSessionManaged,
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spark -> {
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readNeededResources(spark, inputPath);
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prepareDatasourceOrganizationAssociations(spark, datasourceOrganizationPath, alreadyLinkedPath);
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prepareDatasourceOrganizationAssociations(
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spark, datasourceOrganizationPath, alreadyLinkedPath);
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prepareAlreadyLinkedAssociation(spark, alreadyLinkedPath);
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});
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}
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private static void prepareAlreadyLinkedAssociation(SparkSession spark, String alreadyLinkedPath) {
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String query = "Select source resultId, collect_set(target) organizationSet " +
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"from relation " +
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"where datainfo.deletedbyinference = false " +
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"and relClass = '" + RELATION_RESULT_ORGANIZATION_REL_CLASS +"' " +
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"group by source";
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private static void prepareAlreadyLinkedAssociation(
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SparkSession spark, String alreadyLinkedPath) {
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String query =
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"Select source resultId, collect_set(target) organizationSet "
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+ "from relation "
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+ "where datainfo.deletedbyinference = false "
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+ "and relClass = '"
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+ RELATION_RESULT_ORGANIZATION_REL_CLASS
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+ "' "
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+ "group by source";
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spark.sql(query)
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.as(Encoders.bean(ResultOrganizationSet.class))
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.toJavaRDD()
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.map(r -> OBJECT_MAPPER.writeValueAsString(r))
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.saveAsTextFile(alreadyLinkedPath, GzipCodec.class);
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// .as(Encoders.bean(ResultOrganizationSet.class))
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// .toJSON()
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// .write()
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// .mode(SaveMode.Overwrite)
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// .option("compression","gzip")
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// .text(alreadyLinkedPath);
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}
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private static void readNeededResources(SparkSession spark, String inputPath) {
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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org.apache.spark.sql.Dataset<Datasource> datasource = spark.createDataset(sc.textFile(inputPath + "/datasource")
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.map(item -> new ObjectMapper().readValue(item, Datasource.class)).rdd(), Encoders.bean(Datasource.class));
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org.apache.spark.sql.Dataset<Datasource> datasource =
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spark.createDataset(
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sc.textFile(inputPath + "/datasource")
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.map(item -> new ObjectMapper().readValue(item, Datasource.class))
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.rdd(),
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Encoders.bean(Datasource.class));
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org.apache.spark.sql.Dataset<Relation> relation = spark.createDataset(sc.textFile(inputPath + "/relation")
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.map(item -> new ObjectMapper().readValue(item, Relation.class)).rdd(), Encoders.bean(Relation.class));
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org.apache.spark.sql.Dataset<Relation> relation =
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spark.createDataset(
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sc.textFile(inputPath + "/relation")
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.map(item -> new ObjectMapper().readValue(item, Relation.class))
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.rdd(),
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Encoders.bean(Relation.class));
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org.apache.spark.sql.Dataset<Organization> organization = spark.createDataset(sc.textFile(inputPath + "/organization")
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.map(item -> new ObjectMapper().readValue(item, Organization.class)).rdd(), Encoders.bean(Organization.class));
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org.apache.spark.sql.Dataset<Organization> organization =
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spark.createDataset(
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sc.textFile(inputPath + "/organization")
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.map(item -> new ObjectMapper().readValue(item, Organization.class))
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.rdd(),
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Encoders.bean(Organization.class));
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datasource.createOrReplaceTempView("datasource");
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relation.createOrReplaceTempView("relation");
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organization.createOrReplaceTempView("organization");
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}
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private static void prepareDatasourceOrganizationAssociations(SparkSession spark, String datasourceOrganizationPath,
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String alreadyLinkedPath){
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private static void prepareDatasourceOrganizationAssociations(
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SparkSession spark, String datasourceOrganizationPath, String alreadyLinkedPath) {
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String query = "SELECT source datasourceId, target organizationId " +
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"FROM ( SELECT id " +
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"FROM datasource " +
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"WHERE datasourcetype.classid = 'pubsrepository::institutional' " +
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"AND datainfo.deletedbyinference = false ) d " +
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"JOIN ( SELECT source, target " +
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"FROM relation " +
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"WHERE relclass = '" + RELATION_DATASOURCE_ORGANIZATION_REL_CLASS + "' " +
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"AND datainfo.deletedbyinference = false ) rel " +
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"ON d.id = rel.source ";
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String query =
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"SELECT source datasourceId, target organizationId "
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+ "FROM ( SELECT id "
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+ "FROM datasource "
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+ "WHERE datasourcetype.classid = '"
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+ INSTITUTIONAL_REPO_TYPE
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+ "' "
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+ "AND datainfo.deletedbyinference = false ) d "
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+ "JOIN ( SELECT source, target "
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+ "FROM relation "
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+ "WHERE relclass = '"
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+ RELATION_DATASOURCE_ORGANIZATION_REL_CLASS
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+ "' "
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+ "AND datainfo.deletedbyinference = false ) rel "
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+ "ON d.id = rel.source ";
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spark.sql(query)
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.as(Encoders.bean(DatasourceOrganization.class))
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.toJSON()
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.write()
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.mode(SaveMode.Overwrite)
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.option("compression","gzip")
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.option("compression", "gzip")
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.text(datasourceOrganizationPath);
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}
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}
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@ -1,17 +1,14 @@
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package eu.dnetlib.dhp.resulttoorganizationfrominstrepo;
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import static eu.dnetlib.dhp.PropagationConstant.*;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.countrypropagation.DatasourceCountry;
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import eu.dnetlib.dhp.countrypropagation.ResultCountrySet;
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import eu.dnetlib.dhp.countrypropagation.SparkCountryPropagationJob2;
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import eu.dnetlib.dhp.schema.oaf.*;
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import java.util.*;
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import org.apache.commons.io.IOUtils;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.io.compress.GzipCodec;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.JavaPairRDD;
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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.api.java.function.FlatMapFunction;
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import org.apache.spark.broadcast.Broadcast;
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@ -19,27 +16,23 @@ import org.apache.spark.sql.*;
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import org.apache.spark.sql.Dataset;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import scala.Option;
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import scala.Tuple2;
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import java.util.*;
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import static eu.dnetlib.dhp.PropagationConstant.*;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
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public class SparkResultToOrganizationFromIstRepoJob2 {
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private static final Logger log = LoggerFactory.getLogger(SparkResultToOrganizationFromIstRepoJob2.class);
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private static final Logger log =
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LoggerFactory.getLogger(SparkResultToOrganizationFromIstRepoJob2.class);
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private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
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public static void main(String[] args) throws Exception {
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String jsonConfiguration = IOUtils.toString(SparkResultToOrganizationFromIstRepoJob2.class
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.getResourceAsStream("/eu/dnetlib/dhp/resulttoorganizationfrominstrepo/input_propagationresulaffiliationfrominstrepo_parameters.json"));
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String jsonConfiguration =
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IOUtils.toString(
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SparkResultToOrganizationFromIstRepoJob2.class.getResourceAsStream(
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"/eu/dnetlib/dhp/resulttoorganizationfrominstrepo/input_propagationresulaffiliationfrominstrepo_parameters.json"));
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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jsonConfiguration);
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
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parser.parseArgument(args);
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@ -49,7 +42,6 @@ public class SparkResultToOrganizationFromIstRepoJob2 {
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String inputPath = parser.get("sourcePath");
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log.info("inputPath: {}", inputPath);
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final String outputPath = parser.get("outputPath");
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log.info("outputPath: {}", outputPath);
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@ -62,119 +54,163 @@ public class SparkResultToOrganizationFromIstRepoJob2 {
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final String resultClassName = parser.get("resultTableName");
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log.info("resultTableName: {}", resultClassName);
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final String resultType = resultClassName.substring(resultClassName.lastIndexOf(".") + 1).toLowerCase();
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final String resultType =
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resultClassName.substring(resultClassName.lastIndexOf(".") + 1).toLowerCase();
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log.info("resultType: {}", resultType);
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final Boolean writeUpdates = Optional
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.ofNullable(parser.get("writeUpdate"))
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final Boolean writeUpdates =
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Optional.ofNullable(parser.get("writeUpdate"))
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.map(Boolean::valueOf)
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.orElse(Boolean.TRUE);
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log.info("writeUpdate: {}", writeUpdates);
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final Boolean saveGraph = Optional
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.ofNullable(parser.get("saveGraph"))
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final Boolean saveGraph =
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Optional.ofNullable(parser.get("saveGraph"))
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.map(Boolean::valueOf)
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.orElse(Boolean.TRUE);
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log.info("saveGraph: {}", saveGraph);
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Class<? extends Result> resultClazz = (Class<? extends Result>) Class.forName(resultClassName);
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Class<? extends Result> resultClazz =
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(Class<? extends Result>) Class.forName(resultClassName);
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SparkConf conf = new SparkConf();
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conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
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runWithSparkHiveSession(conf, isSparkSessionManaged,
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runWithSparkHiveSession(
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conf,
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isSparkSessionManaged,
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spark -> {
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if(isTest(parser)) {
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if (isTest(parser)) {
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removeOutputDir(spark, outputPath);
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}
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execPropagation(spark, datasourceorganization, alreadylinked, inputPath, outputPath, resultClazz, resultType,
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writeUpdates, saveGraph);
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execPropagation(
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spark,
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datasourceorganization,
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alreadylinked,
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inputPath,
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outputPath,
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resultClazz,
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resultType,
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writeUpdates,
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saveGraph);
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});
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}
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private static void execPropagation(SparkSession spark, String datasourceorganization, String alreadylinked, String inputPath,
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String outputPath, Class<? extends Result> resultClazz, String resultType,
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Boolean writeUpdates, Boolean saveGraph) {
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private static void execPropagation(
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SparkSession spark,
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String datasourceorganization,
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String alreadylinked,
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String inputPath,
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String outputPath,
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Class<? extends Result> resultClazz,
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String resultType,
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Boolean writeUpdates,
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Boolean saveGraph) {
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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org.apache.spark.sql.Dataset<DatasourceOrganization> datasourceorganizationassoc =
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readAssocDatasourceOrganization(spark, datasourceorganization);
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//broadcasting the result of the preparation step
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Broadcast<org.apache.spark.sql.Dataset<DatasourceOrganization>> broadcast_datasourceorganizationassoc =
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sc.broadcast(datasourceorganizationassoc);
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// broadcasting the result of the preparation step
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Broadcast<org.apache.spark.sql.Dataset<DatasourceOrganization>>
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broadcast_datasourceorganizationassoc = sc.broadcast(datasourceorganizationassoc);
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org.apache.spark.sql.Dataset<ResultOrganizationSet> potentialUpdates = getPotentialRelations(spark, inputPath, resultClazz,
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broadcast_datasourceorganizationassoc).as(Encoders.bean(ResultOrganizationSet.class));
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org.apache.spark.sql.Dataset<ResultOrganizationSet> potentialUpdates =
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getPotentialRelations(
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spark,
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inputPath,
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resultClazz,
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broadcast_datasourceorganizationassoc)
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.as(Encoders.bean(ResultOrganizationSet.class));
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if(writeUpdates){
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if (writeUpdates) {
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createUpdateForRelationWrite(potentialUpdates, outputPath + "/" + resultType);
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}
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if(saveGraph){
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getNewRelations(spark
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.read()
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if (saveGraph) {
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getNewRelations(
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spark.read()
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.textFile(alreadylinked)
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.map(value -> OBJECT_MAPPER.readValue(value, ResultOrganizationSet.class),
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Encoders.bean(ResultOrganizationSet.class)), potentialUpdates)
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.map(
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value ->
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OBJECT_MAPPER.readValue(
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value, ResultOrganizationSet.class),
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Encoders.bean(ResultOrganizationSet.class)),
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potentialUpdates)
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.toJSON()
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.write()
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.mode(SaveMode.Append)
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.option("compression", "gzip")
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.text(outputPath);
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// .toJavaRDD()
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// .map(r -> OBJECT_MAPPER.writeValueAsString(r))
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// .saveAsTextFile(outputPath , GzipCodec.class);
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}
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}
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}
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private static Dataset<Relation> getNewRelations(Dataset<ResultOrganizationSet> alreadyLinked, Dataset<ResultOrganizationSet> potentialUpdates) {
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private static Dataset<Relation> getNewRelations(
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Dataset<ResultOrganizationSet> alreadyLinked,
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Dataset<ResultOrganizationSet> potentialUpdates) {
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return potentialUpdates
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.joinWith(alreadyLinked, potentialUpdates.col("resultId")
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.equalTo(alreadyLinked.col("resultId")), "left_outer").flatMap((FlatMapFunction<Tuple2<ResultOrganizationSet, ResultOrganizationSet>, Relation>) value -> {
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.joinWith(
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alreadyLinked,
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potentialUpdates.col("resultId").equalTo(alreadyLinked.col("resultId")),
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"left_outer")
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.flatMap(
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(FlatMapFunction<
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Tuple2<ResultOrganizationSet, ResultOrganizationSet>,
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Relation>)
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value -> {
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List<Relation> new_relations = new ArrayList<>();
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ResultOrganizationSet potential_update = value._1();
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Optional<ResultOrganizationSet> already_linked = Optional.ofNullable(value._2());
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List<String> organization_list = potential_update.getOrganizationSet();
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if(already_linked.isPresent()){
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already_linked.get().getOrganizationSet()
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.stream()
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.forEach(rId -> {
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Optional<ResultOrganizationSet> already_linked =
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Optional.ofNullable(value._2());
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List<String> organization_list =
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potential_update.getOrganizationSet();
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if (already_linked.isPresent()) {
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already_linked.get().getOrganizationSet().stream()
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.forEach(
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rId -> {
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if (organization_list.contains(rId)) {
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organization_list.remove(rId);
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}
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});
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}
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String resultId = potential_update.getResultId();
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organization_list
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.stream()
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.forEach(orgId -> {
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new_relations.add(getRelation(orgId, resultId, RELATION_ORGANIZATION_RESULT_REL_CLASS, RELATION_RESULTORGANIZATION_REL_TYPE,
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RELATION_RESULTORGANIZATION_SUBREL_TYPE, PROPAGATION_DATA_INFO_TYPE,
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organization_list.stream()
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.forEach(
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orgId -> {
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new_relations.add(
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getRelation(
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orgId,
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resultId,
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RELATION_ORGANIZATION_RESULT_REL_CLASS,
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RELATION_RESULTORGANIZATION_REL_TYPE,
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RELATION_RESULTORGANIZATION_SUBREL_TYPE,
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PROPAGATION_DATA_INFO_TYPE,
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PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_ID,
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PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_NAME));
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new_relations.add(getRelation(resultId, orgId, RELATION_RESULT_ORGANIZATION_REL_CLASS, RELATION_RESULTORGANIZATION_REL_TYPE,
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RELATION_RESULTORGANIZATION_SUBREL_TYPE, PROPAGATION_DATA_INFO_TYPE,
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new_relations.add(
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getRelation(
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resultId,
|
||||
orgId,
|
||||
RELATION_RESULT_ORGANIZATION_REL_CLASS,
|
||||
RELATION_RESULTORGANIZATION_REL_TYPE,
|
||||
RELATION_RESULTORGANIZATION_SUBREL_TYPE,
|
||||
PROPAGATION_DATA_INFO_TYPE,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_ID,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_NAME));
|
||||
}
|
||||
);
|
||||
});
|
||||
return new_relations.iterator();
|
||||
|
||||
}
|
||||
,Encoders.bean(Relation.class));
|
||||
|
||||
},
|
||||
Encoders.bean(Relation.class));
|
||||
}
|
||||
|
||||
|
||||
private static <R extends Result> org.apache.spark.sql.Dataset<ResultOrganizationSet> getPotentialRelations(SparkSession spark,
|
||||
private static <R extends Result>
|
||||
org.apache.spark.sql.Dataset<ResultOrganizationSet> getPotentialRelations(
|
||||
SparkSession spark,
|
||||
String inputPath,
|
||||
Class<R> resultClazz,
|
||||
Broadcast<org.apache.spark.sql.Dataset<DatasourceOrganization>> broadcast_datasourceorganizationassoc) {
|
||||
Broadcast<org.apache.spark.sql.Dataset<DatasourceOrganization>>
|
||||
broadcast_datasourceorganizationassoc) {
|
||||
org.apache.spark.sql.Dataset<R> result = readPathEntity(spark, inputPath, resultClazz);
|
||||
result.createOrReplaceTempView("result");
|
||||
createCfHbforresult(spark);
|
||||
|
|
@ -182,59 +218,75 @@ public class SparkResultToOrganizationFromIstRepoJob2 {
|
|||
return organizationPropagationAssoc(spark, broadcast_datasourceorganizationassoc);
|
||||
}
|
||||
|
||||
|
||||
|
||||
|
||||
private static org.apache.spark.sql.Dataset<DatasourceOrganization> readAssocDatasourceOrganization(SparkSession spark,
|
||||
String datasourcecountryorganization) {
|
||||
return spark
|
||||
.read()
|
||||
private static org.apache.spark.sql.Dataset<DatasourceOrganization>
|
||||
readAssocDatasourceOrganization(
|
||||
SparkSession spark, String datasourcecountryorganization) {
|
||||
return spark.read()
|
||||
.textFile(datasourcecountryorganization)
|
||||
.map(value -> OBJECT_MAPPER.readValue(value, DatasourceOrganization.class), Encoders.bean(DatasourceOrganization.class));
|
||||
.map(
|
||||
value -> OBJECT_MAPPER.readValue(value, DatasourceOrganization.class),
|
||||
Encoders.bean(DatasourceOrganization.class));
|
||||
}
|
||||
|
||||
|
||||
|
||||
private static void createUpdateForRelationWrite(Dataset<ResultOrganizationSet> toupdaterelation, String outputPath) {
|
||||
toupdaterelation.flatMap(s -> {
|
||||
private static void createUpdateForRelationWrite(
|
||||
Dataset<ResultOrganizationSet> toupdaterelation, String outputPath) {
|
||||
toupdaterelation
|
||||
.flatMap(
|
||||
s -> {
|
||||
List<Relation> relationList = new ArrayList<>();
|
||||
List<String> orgs = s.getOrganizationSet();
|
||||
String resId = s.getResultId();
|
||||
for (String org : orgs) {
|
||||
relationList.add(getRelation(org, resId, RELATION_ORGANIZATION_RESULT_REL_CLASS,
|
||||
RELATION_RESULTORGANIZATION_REL_TYPE, RELATION_RESULTORGANIZATION_SUBREL_TYPE, PROPAGATION_DATA_INFO_TYPE,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_ID, PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_NAME));
|
||||
relationList.add(getRelation(resId, org, RELATION_RESULT_ORGANIZATION_REL_CLASS,
|
||||
RELATION_RESULTORGANIZATION_REL_TYPE, RELATION_RESULTORGANIZATION_SUBREL_TYPE, PROPAGATION_DATA_INFO_TYPE,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_ID, PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_NAME));
|
||||
|
||||
relationList.add(
|
||||
getRelation(
|
||||
org,
|
||||
resId,
|
||||
RELATION_ORGANIZATION_RESULT_REL_CLASS,
|
||||
RELATION_RESULTORGANIZATION_REL_TYPE,
|
||||
RELATION_RESULTORGANIZATION_SUBREL_TYPE,
|
||||
PROPAGATION_DATA_INFO_TYPE,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_ID,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_NAME));
|
||||
relationList.add(
|
||||
getRelation(
|
||||
resId,
|
||||
org,
|
||||
RELATION_RESULT_ORGANIZATION_REL_CLASS,
|
||||
RELATION_RESULTORGANIZATION_REL_TYPE,
|
||||
RELATION_RESULTORGANIZATION_SUBREL_TYPE,
|
||||
PROPAGATION_DATA_INFO_TYPE,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_ID,
|
||||
PROPAGATION_RELATION_RESULT_ORGANIZATION_INST_REPO_CLASS_NAME));
|
||||
}
|
||||
return relationList.iterator();
|
||||
}, Encoders.bean(Relation.class))
|
||||
},
|
||||
Encoders.bean(Relation.class))
|
||||
.toJSON()
|
||||
.write()
|
||||
.mode(SaveMode.Overwrite)
|
||||
.option("compression","gzip")
|
||||
.text(outputPath)
|
||||
;
|
||||
.option("compression", "gzip")
|
||||
.text(outputPath);
|
||||
}
|
||||
|
||||
|
||||
private static org.apache.spark.sql.Dataset<ResultOrganizationSet> organizationPropagationAssoc(SparkSession spark, Broadcast<org.apache.spark.sql.Dataset<DatasourceOrganization>> broadcast_datasourceorganizationassoc){
|
||||
org.apache.spark.sql.Dataset<DatasourceOrganization> datasourceorganization = broadcast_datasourceorganizationassoc.value();
|
||||
private static org.apache.spark.sql.Dataset<ResultOrganizationSet> organizationPropagationAssoc(
|
||||
SparkSession spark,
|
||||
Broadcast<org.apache.spark.sql.Dataset<DatasourceOrganization>>
|
||||
broadcast_datasourceorganizationassoc) {
|
||||
org.apache.spark.sql.Dataset<DatasourceOrganization> datasourceorganization =
|
||||
broadcast_datasourceorganizationassoc.value();
|
||||
datasourceorganization.createOrReplaceTempView("rels");
|
||||
String query = "SELECT id resultId, collect_set(organizationId) organizationSet "+
|
||||
"FROM ( SELECT id, organizationId " +
|
||||
"FROM rels " +
|
||||
"JOIN cfhb " +
|
||||
" ON cf = datasourceId " +
|
||||
"UNION ALL " +
|
||||
"SELECT id , organizationId " +
|
||||
"FROM rels " +
|
||||
"JOIN cfhb " +
|
||||
" ON hb = datasourceId ) tmp " +
|
||||
"GROUP BY id";
|
||||
String query =
|
||||
"SELECT id resultId, collect_set(organizationId) organizationSet "
|
||||
+ "FROM ( SELECT id, organizationId "
|
||||
+ "FROM rels "
|
||||
+ "JOIN cfhb "
|
||||
+ " ON cf = datasourceId "
|
||||
+ "UNION ALL "
|
||||
+ "SELECT id , organizationId "
|
||||
+ "FROM rels "
|
||||
+ "JOIN cfhb "
|
||||
+ " ON hb = datasourceId ) tmp "
|
||||
+ "GROUP BY id";
|
||||
return spark.sql(query).as(Encoders.bean(ResultOrganizationSet.class));
|
||||
}
|
||||
|
||||
}
|
||||
|
|
|
|||
Loading…
Reference in New Issue