204 lines
7.4 KiB
Java
204 lines
7.4 KiB
Java
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package eu.dnetlib.dhp.oa.provision;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import static eu.dnetlib.dhp.utils.DHPUtils.toSeq;
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import static org.apache.spark.sql.functions.*;
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import java.util.List;
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import java.util.Map;
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import java.util.Optional;
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import org.apache.commons.io.IOUtils;
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import org.apache.hadoop.io.Text;
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import org.apache.hadoop.io.compress.GzipCodec;
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import org.apache.hadoop.mapred.SequenceFileOutputFormat;
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import org.apache.spark.SparkConf;
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import org.apache.spark.SparkContext;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.api.java.function.PairFunction;
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import org.apache.spark.sql.*;
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import org.apache.spark.sql.expressions.UserDefinedFunction;
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import org.apache.spark.sql.types.DataTypes;
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import org.apache.spark.util.LongAccumulator;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import com.fasterxml.jackson.annotation.JsonInclude;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.google.common.collect.Maps;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.common.HdfsSupport;
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import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup;
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import eu.dnetlib.dhp.oa.provision.model.JoinedEntity;
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import eu.dnetlib.dhp.oa.provision.model.ProvisionModelSupport;
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import eu.dnetlib.dhp.oa.provision.model.TupleWrapper;
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import eu.dnetlib.dhp.oa.provision.utils.ContextMapper;
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import eu.dnetlib.dhp.oa.provision.utils.XmlRecordFactory;
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import eu.dnetlib.dhp.schema.solr.SolrRecord;
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import eu.dnetlib.dhp.utils.ISLookupClientFactory;
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import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
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import scala.Tuple2;
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/**
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* XmlConverterJob converts the JoinedEntities as XML records
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*/
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public class XmlConverterJob {
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private static final Logger log = LoggerFactory.getLogger(XmlConverterJob.class);
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public static final String schemaLocation = "https://www.openaire.eu/schema/1.0/oaf-1.0.xsd";
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public static void main(final String[] args) throws Exception {
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils
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.toString(
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XmlConverterJob.class
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.getResourceAsStream("/eu/dnetlib/dhp/oa/provision/input_params_xml_converter.json")));
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parser.parseArgument(args);
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final Boolean isSparkSessionManaged = Optional
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.ofNullable(parser.get("isSparkSessionManaged"))
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.map(Boolean::valueOf)
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.orElse(Boolean.TRUE);
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log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
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final String inputPath = parser.get("inputPath");
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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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final String contextApiBaseUrl = parser.get("contextApiBaseUrl");
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log.info("contextApiBaseUrl: {}", contextApiBaseUrl);
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String isLookupUrl = parser.get("isLookupUrl");
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log.info("isLookupUrl: {}", isLookupUrl);
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ISLookUpService isLookup = ISLookupClientFactory.getLookUpService(isLookupUrl);
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final SparkConf conf = new SparkConf();
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conf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
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conf.registerKryoClasses(ProvisionModelSupport.getModelClasses());
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runWithSparkSession(conf, isSparkSessionManaged, spark -> {
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removeOutputDir(spark, outputPath);
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convertToXml(
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spark, inputPath, outputPath, ContextMapper.fromAPI(contextApiBaseUrl),
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VocabularyGroup.loadVocsFromIS(isLookup));
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});
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}
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private static void convertToXml(
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final SparkSession spark,
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final String inputPath,
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final String outputPath,
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final ContextMapper contextMapper,
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final VocabularyGroup vocabularies) {
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final XmlRecordFactory recordFactory = new XmlRecordFactory(
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prepareAccumulators(spark.sparkContext()),
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contextMapper,
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false,
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schemaLocation);
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final List<String> paths = HdfsSupport
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.listFiles(inputPath, spark.sparkContext().hadoopConfiguration());
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log.info("Found paths: {}", String.join(",", paths));
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final ObjectMapper mapper = new ObjectMapper();
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mapper.setSerializationInclusion(JsonInclude.Include.NON_EMPTY);
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spark
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.read()
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.load(toSeq(paths))
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.as(Encoders.kryo(JoinedEntity.class))
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.map(
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(MapFunction<JoinedEntity, Tuple2<String, SolrRecord>>) je -> new Tuple2<>(
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recordFactory.build(je),
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ProvisionModelSupport.transform(je, contextMapper, vocabularies)),
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Encoders.tuple(Encoders.STRING(), Encoders.bean(SolrRecord.class)))
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.map(
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(MapFunction<Tuple2<String, SolrRecord>, TupleWrapper>) t -> new TupleWrapper(
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t._1(), mapper.writeValueAsString(t._2())),
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Encoders.bean(TupleWrapper.class))
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.write()
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.mode(SaveMode.Overwrite)
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.option("compression", "gzip")
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.json(outputPath);
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}
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private static void removeOutputDir(final SparkSession spark, final String path) {
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HdfsSupport.remove(path, spark.sparkContext().hadoopConfiguration());
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}
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private static Map<String, LongAccumulator> prepareAccumulators(final SparkContext sc) {
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final Map<String, LongAccumulator> accumulators = Maps.newHashMap();
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accumulators
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.put(
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"resultResult_similarity_isAmongTopNSimilarDocuments",
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sc.longAccumulator("resultResult_similarity_isAmongTopNSimilarDocuments"));
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accumulators
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.put(
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"resultResult_similarity_hasAmongTopNSimilarDocuments",
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sc.longAccumulator("resultResult_similarity_hasAmongTopNSimilarDocuments"));
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accumulators
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.put(
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"resultResult_supplement_isSupplementTo", sc.longAccumulator("resultResult_supplement_isSupplementTo"));
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accumulators
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.put(
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"resultResult_supplement_isSupplementedBy",
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sc.longAccumulator("resultResult_supplement_isSupplementedBy"));
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accumulators
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.put("resultResult_dedup_isMergedIn", sc.longAccumulator("resultResult_dedup_isMergedIn"));
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accumulators.put("resultResult_dedup_merges", sc.longAccumulator("resultResult_dedup_merges"));
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accumulators
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.put(
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"resultResult_publicationDataset_isRelatedTo",
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sc.longAccumulator("resultResult_publicationDataset_isRelatedTo"));
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accumulators
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.put("resultResult_relationship_isRelatedTo", sc.longAccumulator("resultResult_relationship_isRelatedTo"));
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accumulators
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.put("resultProject_outcome_isProducedBy", sc.longAccumulator("resultProject_outcome_isProducedBy"));
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accumulators
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.put("resultProject_outcome_produces", sc.longAccumulator("resultProject_outcome_produces"));
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accumulators
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.put(
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"resultOrganization_affiliation_isAuthorInstitutionOf",
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sc.longAccumulator("resultOrganization_affiliation_isAuthorInstitutionOf"));
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accumulators
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.put(
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"resultOrganization_affiliation_hasAuthorInstitution",
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sc.longAccumulator("resultOrganization_affiliation_hasAuthorInstitution"));
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accumulators
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.put(
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"projectOrganization_participation_hasParticipant",
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sc.longAccumulator("projectOrganization_participation_hasParticipant"));
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accumulators
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.put(
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"projectOrganization_participation_isParticipant",
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sc.longAccumulator("projectOrganization_participation_isParticipant"));
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accumulators
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.put(
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"organizationOrganization_dedup_isMergedIn",
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sc.longAccumulator("organizationOrganization_dedup_isMergedIn"));
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accumulators
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.put("organizationOrganization_dedup_merges", sc.longAccumulator("resultProject_outcome_produces"));
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accumulators
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.put(
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"datasourceOrganization_provision_isProvidedBy",
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sc.longAccumulator("datasourceOrganization_provision_isProvidedBy"));
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accumulators
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.put(
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"datasourceOrganization_provision_provides",
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sc.longAccumulator("datasourceOrganization_provision_provides"));
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return accumulators;
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}
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}
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