BrBETA_dnet-hadoop/dhp-workflows/dhp-enrichment/src/main/java/eu/dnetlib/dhp/resulttocommunityfromsemrel/PrepareResultCommunitySetSt...

168 lines
6.1 KiB
Java

package eu.dnetlib.dhp.resulttocommunityfromsemrel;
import static eu.dnetlib.dhp.PropagationConstant.*;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
import java.util.Arrays;
import java.util.List;
import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf;
import org.apache.spark.sql.*;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.google.gson.Gson;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.resulttocommunityfromorganization.ResultCommunityList;
import eu.dnetlib.dhp.schema.oaf.Relation;
import eu.dnetlib.dhp.schema.oaf.Result;
import eu.dnetlib.dhp.utils.ISLookupClientFactory;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
public class PrepareResultCommunitySetStep1 {
private static final Logger log = LoggerFactory.getLogger(PrepareResultCommunitySetStep1.class);
private static final String COMMUNITY_LIST_XQUERY = "for $x in collection('/db/DRIVER/ContextDSResources/ContextDSResourceType')"
+ " where $x//CONFIGURATION/context[./@type='community' or ./@type='ri']"
+ " and $x//CONFIGURATION/context/param[./@name='status']/text() != 'hidden'"
+ " return $x//CONFIGURATION/context/@id/string()";
/**
* associates to each result the set of community contexts they are associated to; associates to each target of a
* relation with allowed semantics the set of community context it could possibly inherit from the source of the
* relation
*/
// TODO
private static final String RESULT_CONTEXT_QUERY_TEMPLATE = "select target resultId, community_context "
+ "from (select id, collect_set(co.id) community_context "
+ " from result "
+ " lateral view explode (context) c as co "
+ " where datainfo.deletedbyinference = false %s group by id) p "
+ " JOIN "
+ " (select source, target from relation "
+ " where datainfo.deletedbyinference = false %s ) r ON p.id = r.source";
/**
* a dataset for example could be linked to more than one publication. For each publication linked to that dataset
* the previous query will produce a row: targetId set of community context the target could possibly inherit with
* the following query there will be a single row for each result linked to more than one result of the result type
* currently being used
*/
// TODO
private static final String RESULT_COMMUNITY_LIST_QUERY = "select resultId , collect_set(co) communityList "
+ "from result_context "
+ "lateral view explode (community_context) c as co "
+ "where length(co) > 0 "
+ "group by resultId";
public static void main(String[] args) throws Exception {
String jsonConfiguration = IOUtils
.toString(
PrepareResultCommunitySetStep1.class
.getResourceAsStream(
"/eu/dnetlib/dhp/resulttocommunityfromsemrel/input_preparecommunitytoresult_parameters.json"));
final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
parser.parseArgument(args);
Boolean isSparkSessionManaged = isSparkSessionManaged(parser);
log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
String inputPath = parser.get("sourcePath");
log.info("inputPath: {}", inputPath);
final String outputPath = parser.get("outputPath");
log.info("outputPath: {}", outputPath);
final String resultClassName = parser.get("resultTableName");
log.info("resultTableName: {}", resultClassName);
SparkConf conf = new SparkConf();
conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
final List<String> allowedsemrel = Arrays.asList(parser.get("allowedsemrels").split(";"));
log.info("allowedSemRel: {}", new Gson().toJson(allowedsemrel));
final String isLookupUrl = parser.get("isLookUpUrl");
log.info("isLookupUrl: {}", isLookupUrl);
final List<String> communityIdList = getCommunityList(isLookupUrl);
log.info("communityIdList: {}", new Gson().toJson(communityIdList));
final String resultType = resultClassName.substring(resultClassName.lastIndexOf(".") + 1).toLowerCase();
log.info("resultType: {}", resultType);
Class<? extends Result> resultClazz = (Class<? extends Result>) Class.forName(resultClassName);
runWithSparkHiveSession(
conf,
isSparkSessionManaged,
spark -> {
if (isTest(parser)) {
removeOutputDir(spark, outputPath);
}
prepareInfo(
spark,
inputPath,
outputPath,
allowedsemrel,
resultClazz,
resultType,
communityIdList);
});
}
private static <R extends Result> void prepareInfo(
SparkSession spark,
String inputPath,
String outputPath,
List<String> allowedsemrel,
Class<R> resultClazz,
String resultType,
List<String> communityIdList) {
final String inputResultPath = inputPath + "/" + resultType;
log.info("Reading Graph table from: {}", inputResultPath);
final String inputRelationPath = inputPath + "/relation";
log.info("Reading relation table from: {}", inputResultPath);
Dataset<Relation> relation = readPath(spark, inputRelationPath, Relation.class);
relation.createOrReplaceTempView("relation");
Dataset<R> result = readPath(spark, inputResultPath, resultClazz);
result.createOrReplaceTempView("result");
final String outputResultPath = outputPath + "/" + resultType;
log.info("writing output results to: {}", outputResultPath);
String resultContextQuery = String
.format(
RESULT_CONTEXT_QUERY_TEMPLATE,
getConstraintList(" lower(co.id) = '", communityIdList),
getConstraintList(" lower(relClass) = '", allowedsemrel));
Dataset<Row> result_context = spark.sql(resultContextQuery);
result_context.createOrReplaceTempView("result_context");
spark
.sql(RESULT_COMMUNITY_LIST_QUERY)
.as(Encoders.bean(ResultCommunityList.class))
.write()
.option("compression", "gzip")
.mode(SaveMode.Overwrite)
.json(outputResultPath);
}
public static List<String> getCommunityList(final String isLookupUrl) throws ISLookUpException {
ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
return isLookUp.quickSearchProfile(COMMUNITY_LIST_XQUERY);
}
}