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new parametrized implementation for country propagation

This commit is contained in:
Miriam Baglioni 2020-04-08 19:12:59 +02:00
parent 6dfdba9ef7
commit a2d309545b
6 changed files with 76 additions and 24 deletions

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@ -0,0 +1,24 @@
package eu.dnetlib.dhp.countrypropagation;
import java.io.Serializable;
public class Country implements Serializable {
private String classid;
private String classname;
public String getClassid() {
return classid;
}
public void setClassid(String classid) {
this.classid = classid;
}
public String getClassname() {
return classname;
}
public void setClassname(String classname) {
this.classname = classname;
}
}

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@ -4,7 +4,7 @@ import java.io.Serializable;
public class DatasourceCountry implements Serializable { public class DatasourceCountry implements Serializable {
private String dataSourceId; private String dataSourceId;
private String country; private Country country;
public String getDataSourceId() { public String getDataSourceId() {
return dataSourceId; return dataSourceId;
@ -14,11 +14,11 @@ public class DatasourceCountry implements Serializable {
this.dataSourceId = dataSourceId; this.dataSourceId = dataSourceId;
} }
public String getCountry() { public Country getCountry() {
return country; return country;
} }
public void setCountry(String country) { public void setCountry(Country country) {
this.country = country; this.country = country;
} }
} }

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@ -29,14 +29,14 @@ import org.slf4j.LoggerFactory;
* relation provides between Datasource and Organization is exploited to get the country for the datasource * relation provides between Datasource and Organization is exploited to get the country for the datasource
*/ */
public class PrepareResultCountryAssociation { public class PrepareDatasourceCountryAssociation {
private static final Logger log = LoggerFactory.getLogger(PrepareResultCountryAssociation.class); private static final Logger log = LoggerFactory.getLogger(PrepareDatasourceCountryAssociation.class);
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper(); private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
public static void main(String[] args) throws Exception { public static void main(String[] args) throws Exception {
String jsonConfiguration = IOUtils.toString(PrepareResultCountryAssociation.class String jsonConfiguration = IOUtils.toString(PrepareDatasourceCountryAssociation.class
.getResourceAsStream("/eu/dnetlib/dhp/countrypropagation/input_prepare_dc_assoc.json")); .getResourceAsStream("/eu/dnetlib/dhp/countrypropagation/input_prepare_dc_assoc.json"));
final ArgumentApplicationParser parser = new ArgumentApplicationParser( final ArgumentApplicationParser parser = new ArgumentApplicationParser(
@ -97,7 +97,7 @@ public class PrepareResultCountryAssociation {
relation.createOrReplaceTempView("relation"); relation.createOrReplaceTempView("relation");
organization.createOrReplaceTempView("organization"); organization.createOrReplaceTempView("organization");
String query = "SELECT source ds, country.classid country " + String query = "SELECT source ds, named_struct('classid', country.classid, 'classname', country.classname) country " +
"FROM ( SELECT id " + "FROM ( SELECT id " +
" FROM datasource " + " FROM datasource " +
" WHERE (datainfo.deletedbyinference = false " + whitelisted + ") " + " WHERE (datainfo.deletedbyinference = false " + whitelisted + ") " +

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@ -0,0 +1,25 @@
package eu.dnetlib.dhp.countrypropagation;
import java.io.Serializable;
import java.util.Set;
public class ResultCountrySet implements Serializable {
private String resultId;
private Set<Country> countrySet;
public String getResultId() {
return resultId;
}
public void setResultId(String resultId) {
this.resultId = resultId;
}
public Set<Country> getCountrySet() {
return countrySet;
}
public void setCountrySet(Set<Country> countrySet) {
this.countrySet = countrySet;
}
}

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@ -100,7 +100,7 @@ public class SparkCountryPropagationJob {
datasource.createOrReplaceTempView("datasource"); datasource.createOrReplaceTempView("datasource");
relation.createOrReplaceTempView("relation"); relation.createOrReplaceTempView("relation");
organization.createOrReplaceTempView("organization"); organization.createOrReplaceTempView("organization");
//todo add length(country.classid)>0
String query = "SELECT source ds, target org, country.classid country " + String query = "SELECT source ds, target org, country.classid country " +
"FROM ( SELECT id " + "FROM ( SELECT id " +
"FROM datasource " + "FROM datasource " +
@ -118,6 +118,7 @@ public class SparkCountryPropagationJob {
"WHERE datainfo.deletedbyinference = false ) o " + "WHERE datainfo.deletedbyinference = false ) o " +
"ON o.id = rel.target"; "ON o.id = rel.target";
//todo broadcast
Dataset<Row> rels = spark.sql(query); Dataset<Row> rels = spark.sql(query);
rels.createOrReplaceTempView("rels"); rels.createOrReplaceTempView("rels");
@ -268,11 +269,11 @@ public class SparkCountryPropagationJob {
}); });
} }
private static JavaRDD<Row> propagateOnResult(SparkSession spark, String table) { private static JavaRDD<Row> propagateOnResult(SparkSession spark, String result_type) {
String query; String query;
query = "SELECT id, inst.collectedfrom.key cf , inst.hostedby.key hb " + query = "SELECT id, inst.collectedfrom.key cf , inst.hostedby.key hb " +
"FROM ( SELECT id, instance " + "FROM ( SELECT id, instance " +
"FROM " + table + "FROM " + result_type +
" WHERE datainfo.deletedbyinference = false) ds " + " WHERE datainfo.deletedbyinference = false) ds " +
"LATERAL VIEW EXPLODE(instance) i AS inst"; "LATERAL VIEW EXPLODE(instance) i AS inst";
Dataset<Row> cfhb = spark.sql(query); Dataset<Row> cfhb = spark.sql(query);

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@ -5,7 +5,6 @@ import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.schema.oaf.*; import eu.dnetlib.dhp.schema.oaf.*;
import org.apache.commons.io.IOUtils; import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf; import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDD; import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaSparkContext; import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.api.java.function.MapFunction; import org.apache.spark.api.java.function.MapFunction;
@ -41,7 +40,7 @@ public class SparkCountryPropagationJob2 {
final String outputPath = "/tmp/provision/propagation/countrytoresultfrominstitutionalrepositories"; final String outputPath = "/tmp/provision/propagation/countrytoresultfrominstitutionalrepositories";
final String datasourcecountrypath = outputPath + "/prepared_datasource_country"; final String datasourcecountrypath = outputPath + "/prepared_datasource_country";
final String resultClassName = parser.get("resultClazz"); final String resultClassName = parser.get("resultTableName");
final String resultType = resultClassName.substring(resultClassName.lastIndexOf(".")+1); final String resultType = resultClassName.substring(resultClassName.lastIndexOf(".")+1);
@ -67,7 +66,8 @@ public class SparkCountryPropagationJob2 {
//broadcasting the result of the preparation step //broadcasting the result of the preparation step
Broadcast<Dataset<DatasourceCountry>> broadcast_datasourcecountryassoc = sc.broadcast(datasourcecountryassoc); Broadcast<Dataset<DatasourceCountry>> broadcast_datasourcecountryassoc = sc.broadcast(datasourcecountryassoc);
Dataset<Row> potentialUpdates = getPotentialResultToUpdate(spark, inputPath, resultClazz, broadcast_datasourcecountryassoc); Dataset<ResultCountrySet> potentialUpdates = getPotentialResultToUpdate(spark, inputPath, resultClazz,
broadcast_datasourcecountryassoc).as(Encoders.bean(ResultCountrySet.class));
if(writeUpdates){ if(writeUpdates){
writeUpdates(potentialUpdates.toJavaRDD(), outputPath + "/update_" + resultType); writeUpdates(potentialUpdates.toJavaRDD(), outputPath + "/update_" + resultType);
@ -80,7 +80,7 @@ public class SparkCountryPropagationJob2 {
} }
private static <R extends Result> void updateResultTable(SparkSession spark, Dataset<Row> potentialUpdates, private static <R extends Result> void updateResultTable(SparkSession spark, Dataset<ResultCountrySet> potentialUpdates,
String inputPath, String inputPath,
Class<R> resultClazz, Class<R> resultClazz,
String outputPath) { String outputPath) {
@ -91,23 +91,24 @@ public class SparkCountryPropagationJob2 {
.map(r -> new Tuple2<>(r.getId(), r), .map(r -> new Tuple2<>(r.getId(), r),
Encoders.tuple(Encoders.STRING(), Encoders.bean(resultClazz))); Encoders.tuple(Encoders.STRING(), Encoders.bean(resultClazz)));
Dataset<Tuple2<String, List>> potential_update_pair = potentialUpdates.map(pu -> new Tuple2<>(pu.getString(0), pu.getList(1)), Dataset<Tuple2<String, ResultCountrySet>> potential_update_pair = potentialUpdates.map(pu -> new Tuple2<>(pu.getResultId(),
Encoders.tuple(Encoders.STRING(), Encoders.bean(List.class))); pu),
Encoders.tuple(Encoders.STRING(), Encoders.bean(ResultCountrySet.class)));
Dataset<R> new_table = result_pair Dataset<R> new_table = result_pair
.joinWith(potential_update_pair, result_pair.col("_1").equalTo(potential_update_pair.col("_1")), "left") .joinWith(potential_update_pair, result_pair.col("_1").equalTo(potential_update_pair.col("_1")), "left")
.map((MapFunction<Tuple2<Tuple2<String, R>, Tuple2<String, List>>, R>) value -> { .map((MapFunction<Tuple2<Tuple2<String, R>, Tuple2<String, ResultCountrySet>>, R>) value -> {
R r = value._1()._2(); R r = value._1()._2();
Optional<List<Object>> potentialNewCountries = Optional.ofNullable(value._2()).map(Tuple2::_2); Optional<ResultCountrySet> potentialNewCountries = Optional.ofNullable(value._2()).map(Tuple2::_2);
if (potentialNewCountries != null) { if (potentialNewCountries.isPresent()) {
HashSet<String> countries = new HashSet<>(); HashSet<String> countries = new HashSet<>();
for (Qualifier country : r.getCountry()) { for (Qualifier country : r.getCountry()) {
countries.add(country.getClassid()); countries.add(country.getClassid());
} }
for (Object country : potentialNewCountries.get()) { for (Country country : potentialNewCountries.get().getCountrySet()) {
if (!countries.contains(country)) { if (!countries.contains(country.getClassid())) {
r.getCountry().add(getCountry((String) country)); r.getCountry().add(getCountry(country.getClassid(),country.getClassname()));
} }
} }
} }
@ -117,7 +118,7 @@ public class SparkCountryPropagationJob2 {
log.info("Saving graph table to path: {}", outputPath); log.info("Saving graph table to path: {}", outputPath);
result new_table
.toJSON() .toJSON()
.write() .write()
.option("compression", "gzip") .option("compression", "gzip")
@ -151,6 +152,7 @@ public class SparkCountryPropagationJob2 {
private static Dataset<Row> countryPropagationAssoc(SparkSession spark, private static Dataset<Row> countryPropagationAssoc(SparkSession spark,
Broadcast<Dataset<DatasourceCountry>> broadcast_datasourcecountryassoc){ Broadcast<Dataset<DatasourceCountry>> broadcast_datasourcecountryassoc){
Dataset<DatasourceCountry> datasource_country = broadcast_datasourcecountryassoc.value(); Dataset<DatasourceCountry> datasource_country = broadcast_datasourcecountryassoc.value();
datasource_country.createOrReplaceTempView("datasource_country"); datasource_country.createOrReplaceTempView("datasource_country");
@ -183,7 +185,7 @@ public class SparkCountryPropagationJob2 {
.as(Encoders.bean(DatasourceCountry.class)); .as(Encoders.bean(DatasourceCountry.class));
} }
private static void writeUpdates(JavaRDD<Row> potentialUpdates, String outputPath){ private static void writeUpdates(JavaRDD<ResultCountrySet> potentialUpdates, String outputPath){
potentialUpdates.map(u -> OBJECT_MAPPER.writeValueAsString(u)) potentialUpdates.map(u -> OBJECT_MAPPER.writeValueAsString(u))
.saveAsTextFile(outputPath); .saveAsTextFile(outputPath);
} }