forked from D-Net/dnet-hadoop
merge branch with fork master
This commit is contained in:
commit
c19818a3f8
|
@ -15,7 +15,7 @@ public class EnrichMissingProject extends UpdateMatcher<OaBrokerProject> {
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super(20,
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prj -> Topic.ENRICH_MISSING_PROJECT,
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(p, prj) -> p.getProjects().add(prj),
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prj -> prj.getFunder() + "::" + prj.getFundingProgram() + prj.getCode());
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prj -> prj.getOpenaireId());
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}
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@Override
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|
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@ -18,31 +18,25 @@ public class EnrichMoreProject extends UpdateMatcher<OaBrokerProject> {
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super(20,
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prj -> Topic.ENRICH_MORE_PROJECT,
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(p, prj) -> p.getProjects().add(prj),
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prj -> projectAsString(prj));
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}
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private static String projectAsString(final OaBrokerProject prj) {
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return prj.getFunder() + "::" + prj.getFundingProgram() + "::" + prj.getCode();
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prj -> prj.getOpenaireId());
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}
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@Override
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protected List<OaBrokerProject> findDifferences(final OaBrokerMainEntity source,
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final OaBrokerMainEntity target) {
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if (target.getProjects().size() >= BrokerConstants.MAX_LIST_SIZE) {
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return new ArrayList<>();
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}
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if (target.getProjects().size() >= BrokerConstants.MAX_LIST_SIZE) { return new ArrayList<>(); }
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final Set<String> existingProjects = target
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.getProjects()
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.stream()
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.map(EnrichMoreProject::projectAsString)
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.map(p -> p.getOpenaireId())
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.collect(Collectors.toSet());
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return source
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.getProjects()
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.stream()
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.filter(p -> !existingProjects.contains(projectAsString(p)))
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.filter(p -> !existingProjects.contains(p.getOpenaireId()))
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.collect(Collectors.toList());
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}
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|
|
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@ -44,9 +44,7 @@ public class ConversionUtils {
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private static final Logger log = LoggerFactory.getLogger(ConversionUtils.class);
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public static List<OaBrokerInstance> oafInstanceToBrokerInstances(final Instance i) {
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if (i == null) {
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return new ArrayList<>();
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}
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if (i == null) { return new ArrayList<>(); }
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return mappedList(i.getUrl(), url -> {
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final OaBrokerInstance res = new OaBrokerInstance();
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@ -67,9 +65,7 @@ public class ConversionUtils {
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}
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public static final OaBrokerRelatedDataset oafDatasetToBrokerDataset(final Dataset d) {
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if (d == null) {
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return null;
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}
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if (d == null) { return null; }
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final OaBrokerRelatedDataset res = new OaBrokerRelatedDataset();
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res.setOpenaireId(d.getId());
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@ -82,9 +78,7 @@ public class ConversionUtils {
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}
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public static OaBrokerRelatedPublication oafPublicationToBrokerPublication(final Publication p) {
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if (p == null) {
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return null;
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}
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if (p == null) { return null; }
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final OaBrokerRelatedPublication res = new OaBrokerRelatedPublication();
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res.setOpenaireId(p.getId());
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@ -98,9 +92,7 @@ public class ConversionUtils {
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}
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public static final OaBrokerMainEntity oafResultToBrokerResult(final Result result) {
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if (result == null) {
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return null;
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}
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if (result == null) { return null; }
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final OaBrokerMainEntity res = new OaBrokerMainEntity();
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@ -117,8 +109,7 @@ public class ConversionUtils {
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res.setEmbargoenddate(fieldValue(result.getEmbargoenddate()));
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res.setContributor(fieldList(result.getContributor()));
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res
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.setJournal(
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result instanceof Publication ? oafJournalToBrokerJournal(((Publication) result).getJournal()) : null);
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.setJournal(result instanceof Publication ? oafJournalToBrokerJournal(((Publication) result).getJournal()) : null);
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res.setCollectedFromId(mappedFirst(result.getCollectedfrom(), KeyValue::getKey));
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res.setCollectedFromName(mappedFirst(result.getCollectedfrom(), KeyValue::getValue));
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res.setPids(mappedList(result.getPid(), ConversionUtils::oafPidToBrokerPid));
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@ -130,9 +121,7 @@ public class ConversionUtils {
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}
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private static OaBrokerAuthor oafAuthorToBrokerAuthor(final Author author) {
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if (author == null) {
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return null;
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}
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if (author == null) { return null; }
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final String pids = author.getPid() != null ? author
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.getPid()
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@ -142,6 +131,7 @@ public class ConversionUtils {
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.filter(pid -> pid.getQualifier().getClassid() != null)
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.filter(pid -> pid.getQualifier().getClassid().equalsIgnoreCase("orcid"))
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.map(pid -> pid.getValue())
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.map(pid -> cleanOrcid(pid))
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.filter(StringUtils::isNotBlank)
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.findFirst()
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.orElse(null) : null;
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@ -149,10 +139,13 @@ public class ConversionUtils {
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return new OaBrokerAuthor(author.getFullname(), pids);
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}
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private static String cleanOrcid(final String s) {
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final String match = "//orcid.org/";
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return s.contains(match) ? StringUtils.substringAfter(s, match) : s;
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}
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private static OaBrokerJournal oafJournalToBrokerJournal(final Journal journal) {
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if (journal == null) {
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return null;
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}
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if (journal == null) { return null; }
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final OaBrokerJournal res = new OaBrokerJournal();
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res.setName(journal.getName());
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@ -164,9 +157,7 @@ public class ConversionUtils {
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}
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private static OaBrokerExternalReference oafExtRefToBrokerExtRef(final ExternalReference ref) {
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if (ref == null) {
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return null;
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}
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if (ref == null) { return null; }
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final OaBrokerExternalReference res = new OaBrokerExternalReference();
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res.setRefidentifier(ref.getRefidentifier());
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@ -177,9 +168,7 @@ public class ConversionUtils {
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}
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public static final OaBrokerProject oafProjectToBrokerProject(final Project p) {
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if (p == null) {
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return null;
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}
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if (p == null) { return null; }
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final OaBrokerProject res = new OaBrokerProject();
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res.setOpenaireId(p.getId());
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@ -203,9 +192,7 @@ public class ConversionUtils {
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}
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public static final OaBrokerRelatedSoftware oafSoftwareToBrokerSoftware(final Software sw) {
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if (sw == null) {
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return null;
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}
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if (sw == null) { return null; }
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final OaBrokerRelatedSoftware res = new OaBrokerRelatedSoftware();
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res.setOpenaireId(sw.getId());
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@ -268,9 +255,7 @@ public class ConversionUtils {
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}
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private static List<OaBrokerTypedValue> structPropTypedList(final List<StructuredProperty> list) {
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if (list == null) {
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return new ArrayList<>();
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}
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if (list == null) { return new ArrayList<>(); }
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return list
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.stream()
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@ -280,9 +265,7 @@ public class ConversionUtils {
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}
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private static <F, T> List<T> mappedList(final List<F> list, final Function<F, T> func) {
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if (list == null) {
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return new ArrayList<>();
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}
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if (list == null) { return new ArrayList<>(); }
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return list
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.stream()
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@ -293,9 +276,7 @@ public class ConversionUtils {
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}
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private static <F, T> List<T> flatMappedList(final List<F> list, final Function<F, List<T>> func) {
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if (list == null) {
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return new ArrayList<>();
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}
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if (list == null) { return new ArrayList<>(); }
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return list
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.stream()
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@ -307,9 +288,7 @@ public class ConversionUtils {
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}
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private static <F, T> T mappedFirst(final List<F> list, final Function<F, T> func) {
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if (list == null) {
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return null;
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}
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if (list == null) { return null; }
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return list
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.stream()
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|
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@ -37,7 +37,7 @@ public class Deduper implements Serializable {
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public static JavaPairRDD<String, Block> createSortedBlocks(
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JavaPairRDD<String, MapDocument> mapDocs, DedupConfig config) {
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final String of = config.getWf().getOrderField();
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final int maxQueueSize = config.getWf().getGroupMaxSize();
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final int maxQueueSize = config.getWf().getQueueMaxSize();
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return mapDocs
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// the reduce is just to be sure that we haven't document with same id
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|
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@ -0,0 +1,157 @@
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<workflow-app name="import Claims as Graph" xmlns="uri:oozie:workflow:0.5">
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<parameters>
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<property>
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<name>reuseContent</name>
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<value>false</value>
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<description>should import content from the aggregator or reuse a previous version</description>
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</property>
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<property>
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<name>contentPath</name>
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<description>path location to store (or reuse) content from the aggregator</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>dbSchema</name>
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<value>beta</value>
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<description>the database schema according to the D-Net infrastructure (beta or production)</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>isLookupUrl</name>
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<description>the address of the lookUp service</description>
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</property>
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|
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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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<property>
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<name>oozieActionShareLibForSpark2</name>
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<description>oozie action sharelib for spark 2.*</description>
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</property>
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||||
<property>
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||||
<name>spark2ExtraListeners</name>
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<value>com.cloudera.spark.lineage.NavigatorAppListener</value>
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||||
<description>spark 2.* extra listeners classname</description>
|
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</property>
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<property>
|
||||
<name>spark2SqlQueryExecutionListeners</name>
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<value>com.cloudera.spark.lineage.NavigatorQueryListener</value>
|
||||
<description>spark 2.* sql query execution listeners classname</description>
|
||||
</property>
|
||||
<property>
|
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<name>spark2YarnHistoryServerAddress</name>
|
||||
<description>spark 2.* yarn history server address</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>spark2EventLogDir</name>
|
||||
<description>spark 2.* event log dir location</description>
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||||
</property>
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||||
</parameters>
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||||
|
||||
<global>
|
||||
<job-tracker>${jobTracker}</job-tracker>
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<name-node>${nameNode}</name-node>
|
||||
<configuration>
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||||
<property>
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||||
<name>mapreduce.job.queuename</name>
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<value>${queueName}</value>
|
||||
</property>
|
||||
<property>
|
||||
<name>oozie.launcher.mapred.job.queue.name</name>
|
||||
<value>${oozieLauncherQueueName}</value>
|
||||
</property>
|
||||
<property>
|
||||
<name>oozie.action.sharelib.for.spark</name>
|
||||
<value>${oozieActionShareLibForSpark2}</value>
|
||||
</property>
|
||||
</configuration>
|
||||
</global>
|
||||
|
||||
<start to="ImportDB_claims"/>
|
||||
|
||||
<kill name="Kill">
|
||||
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
|
||||
</kill>
|
||||
|
||||
<action name="ImportDB_claims">
|
||||
<java>
|
||||
<prepare>
|
||||
<delete path="${contentPath}/db_claims"/>
|
||||
</prepare>
|
||||
<main-class>eu.dnetlib.dhp.oa.graph.raw.MigrateDbEntitiesApplication</main-class>
|
||||
<arg>--hdfsPath</arg><arg>${contentPath}/db_claims</arg>
|
||||
<arg>--postgresUrl</arg><arg>${postgresURL}</arg>
|
||||
<arg>--postgresUser</arg><arg>${postgresUser}</arg>
|
||||
<arg>--postgresPassword</arg><arg>${postgresPassword}</arg>
|
||||
<arg>--isLookupUrl</arg><arg>${isLookupUrl}</arg>
|
||||
<arg>--action</arg><arg>claims</arg>
|
||||
<arg>--dbschema</arg><arg>${dbSchema}</arg>
|
||||
</java>
|
||||
<ok to="ImportODF_claims"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="ImportODF_claims">
|
||||
<java>
|
||||
<prepare>
|
||||
<delete path="${contentPath}/odf_claims"/>
|
||||
</prepare>
|
||||
<main-class>eu.dnetlib.dhp.oa.graph.raw.MigrateMongoMdstoresApplication</main-class>
|
||||
<arg>-p</arg><arg>${contentPath}/odf_claims</arg>
|
||||
<arg>-mongourl</arg><arg>${mongoURL}</arg>
|
||||
<arg>-mongodb</arg><arg>${mongoDb}</arg>
|
||||
<arg>-f</arg><arg>ODF</arg>
|
||||
<arg>-l</arg><arg>store</arg>
|
||||
<arg>-i</arg><arg>claim</arg>
|
||||
</java>
|
||||
<ok to="ImportOAF_claims"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="ImportOAF_claims">
|
||||
<java>
|
||||
<prepare>
|
||||
<delete path="${contentPath}/oaf_claims"/>
|
||||
</prepare>
|
||||
<main-class>eu.dnetlib.dhp.oa.graph.raw.MigrateMongoMdstoresApplication</main-class>
|
||||
<arg>-p</arg><arg>${contentPath}/oaf_claims</arg>
|
||||
<arg>-mongourl</arg><arg>${mongoURL}</arg>
|
||||
<arg>-mongodb</arg><arg>${mongoDb}</arg>
|
||||
<arg>-f</arg><arg>OAF</arg>
|
||||
<arg>-l</arg><arg>store</arg>
|
||||
<arg>-i</arg><arg>claim</arg>
|
||||
</java>
|
||||
<ok to="End"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
|
||||
<end name="End"/>
|
||||
</workflow-app>
|
|
@ -1,169 +0,0 @@
|
|||
<workflow-app name="import Claims as Graph" xmlns="uri:oozie:workflow:0.5">
|
||||
<parameters>
|
||||
<property>
|
||||
<name>migrationClaimsPathStep1</name>
|
||||
<description>the base path to store hdfs file</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>migrationClaimsPathStep2</name>
|
||||
<description>the temporary path to store entities before dispatching</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>migrationClaimsPathStep3</name>
|
||||
<description>the graph Raw base path</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>postgresURL</name>
|
||||
<description>the postgres URL to access to the database</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>postgresUser</name>
|
||||
<description>the user postgres</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>postgresPassword</name>
|
||||
<description>the password postgres</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>mongoURL</name>
|
||||
<description>mongoDB url, example: mongodb://[username:password@]host[:port]</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>mongoDb</name>
|
||||
<description>mongo database</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>sparkDriverMemory</name>
|
||||
<description>memory for driver process</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>sparkExecutorMemory</name>
|
||||
<description>memory for individual executor</description>
|
||||
</property>
|
||||
<property>
|
||||
<name>sparkExecutorCores</name>
|
||||
<description>number of cores used by single executor</description>
|
||||
</property>
|
||||
</parameters>
|
||||
|
||||
<start to="ResetWorkingPath"/>
|
||||
|
||||
<kill name="Kill">
|
||||
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
|
||||
</kill>
|
||||
|
||||
<action name="ResetWorkingPath">
|
||||
<fs>
|
||||
<delete path='${migrationClaimsPathStep1}'/>
|
||||
<mkdir path='${migrationClaimsPathStep1}'/>
|
||||
</fs>
|
||||
<ok to="ImportDBClaims"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="ImportDBClaims">
|
||||
<java>
|
||||
<job-tracker>${jobTracker}</job-tracker>
|
||||
<name-node>${nameNode}</name-node>
|
||||
<main-class>eu.dnetlib.dhp.migration.step1.MigrateDbEntitiesApplication</main-class>
|
||||
<arg>-p</arg><arg>${migrationClaimsPathStep1}/db_claims</arg>
|
||||
<arg>-pgurl</arg><arg>${postgresURL}</arg>
|
||||
<arg>-pguser</arg><arg>${postgresUser}</arg>
|
||||
<arg>-pgpasswd</arg><arg>${postgresPassword}</arg>
|
||||
<arg>-a</arg><arg>claims</arg>
|
||||
</java>
|
||||
<ok to="ImportODFClaims"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="ImportODFClaims">
|
||||
<java>
|
||||
<job-tracker>${jobTracker}</job-tracker>
|
||||
<name-node>${nameNode}</name-node>
|
||||
<main-class>eu.dnetlib.dhp.migration.step1.MigrateMongoMdstoresApplication</main-class>
|
||||
<arg>-p</arg><arg>${migrationClaimsPathStep1}/odf_claims</arg>
|
||||
<arg>-mongourl</arg><arg>${mongoURL}</arg>
|
||||
<arg>-mongodb</arg><arg>${mongoDb}</arg>
|
||||
<arg>-f</arg><arg>ODF</arg>
|
||||
<arg>-l</arg><arg>store</arg>
|
||||
<arg>-i</arg><arg>claim</arg>
|
||||
</java>
|
||||
<ok to="ImportOAFClaims"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="ImportOAFClaims">
|
||||
<java>
|
||||
<job-tracker>${jobTracker}</job-tracker>
|
||||
<name-node>${nameNode}</name-node>
|
||||
<main-class>eu.dnetlib.dhp.migration.step1.MigrateMongoMdstoresApplication</main-class>
|
||||
<arg>-p</arg><arg>${migrationClaimsPathStep1}/oaf_claims</arg>
|
||||
<arg>-mongourl</arg><arg>${mongoURL}</arg>
|
||||
<arg>-mongodb</arg><arg>${mongoDb}</arg>
|
||||
<arg>-f</arg><arg>OAF</arg>
|
||||
<arg>-l</arg><arg>store</arg>
|
||||
<arg>-i</arg><arg>claim</arg>
|
||||
</java>
|
||||
<ok to="ResetClaimEntities"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="ResetClaimEntities">
|
||||
<fs>
|
||||
<delete path='${migrationClaimsPathStep2}'/>
|
||||
<mkdir path='${migrationClaimsPathStep2}'/>
|
||||
</fs>
|
||||
<ok to="GenerateClaimEntities"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="GenerateClaimEntities">
|
||||
<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>GenerateClaimEntities</name>
|
||||
<class>eu.dnetlib.dhp.migration.step2.GenerateEntitiesApplication</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>-s</arg><arg>${migrationClaimsPathStep1}/db_claims,${migrationClaimsPathStep1}/oaf_claims,${migrationClaimsPathStep1}/odf_claims</arg>
|
||||
<arg>-t</arg><arg>${migrationClaimsPathStep2}/claim_entities</arg>
|
||||
<arg>-pgurl</arg><arg>${postgresURL}</arg>
|
||||
<arg>-pguser</arg><arg>${postgresUser}</arg>
|
||||
<arg>-pgpasswd</arg><arg>${postgresPassword}</arg>
|
||||
</spark>
|
||||
<ok to="ResetClaimGraph"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="ResetClaimGraph">
|
||||
<fs>
|
||||
<delete path='${migrationClaimsPathStep3}'/>
|
||||
<mkdir path='${migrationClaimsPathStep3}'/>
|
||||
</fs>
|
||||
<ok to="GenerateClaimGraph"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<action name="GenerateClaimGraph">
|
||||
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||
<job-tracker>${jobTracker}</job-tracker>
|
||||
<name-node>${nameNode}</name-node>
|
||||
<master>yarn-cluster</master>
|
||||
<mode>cluster</mode>
|
||||
<name>GenerateClaimGraph</name>
|
||||
<class>eu.dnetlib.dhp.migration.step3.DispatchEntitiesApplication</class>
|
||||
<jar>dhp-aggregation-${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>-s</arg><arg>${migrationClaimsPathStep2}/claim_entities</arg>
|
||||
<arg>-g</arg><arg>${migrationClaimsPathStep3}</arg>
|
||||
</spark>
|
||||
<ok to="End"/>
|
||||
<error to="Kill"/>
|
||||
</action>
|
||||
|
||||
<end name="End"/>
|
||||
</workflow-app>
|
|
@ -1,9 +1,10 @@
|
|||
|
||||
package eu.dnetlib.dhp.oa.provision;
|
||||
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import eu.dnetlib.dhp.oa.provision.model.ProvisionModelSupport;
|
||||
import eu.dnetlib.dhp.schema.oaf.Relation;
|
||||
import java.io.IOException;
|
||||
import java.nio.file.Files;
|
||||
import java.nio.file.Path;
|
||||
|
||||
import org.apache.commons.io.FileUtils;
|
||||
import org.apache.spark.SparkConf;
|
||||
import org.apache.spark.api.java.function.FilterFunction;
|
||||
|
@ -19,9 +20,10 @@ import org.junit.jupiter.api.io.TempDir;
|
|||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.nio.file.Files;
|
||||
import java.nio.file.Path;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
|
||||
import eu.dnetlib.dhp.oa.provision.model.ProvisionModelSupport;
|
||||
import eu.dnetlib.dhp.schema.oaf.Relation;
|
||||
|
||||
public class PrepareRelationsJobTest {
|
||||
|
||||
|
@ -74,14 +76,19 @@ public class PrepareRelationsJobTest {
|
|||
"-maxRelations", String.valueOf(maxRelations)
|
||||
});
|
||||
|
||||
Dataset<Relation> out = spark.read()
|
||||
.parquet(testPath.toString())
|
||||
.as(Encoders.bean(Relation.class))
|
||||
.cache();
|
||||
Dataset<Relation> out = spark
|
||||
.read()
|
||||
.parquet(testPath.toString())
|
||||
.as(Encoders.bean(Relation.class))
|
||||
.cache();
|
||||
|
||||
Assertions.assertEquals(10, out.count());
|
||||
|
||||
Dataset<Row> freq = out.toDF().cube(SUBRELTYPE).count().filter((FilterFunction<Row>) value -> !value.isNullAt(0));
|
||||
Dataset<Row> freq = out
|
||||
.toDF()
|
||||
.cube(SUBRELTYPE)
|
||||
.count()
|
||||
.filter((FilterFunction<Row>) value -> !value.isNullAt(0));
|
||||
long outcome = freq.filter(freq.col(SUBRELTYPE).equalTo(OUTCOME)).collectAsList().get(0).getAs("count");
|
||||
long supplement = freq.filter(freq.col(SUBRELTYPE).equalTo(SUPPLEMENT)).collectAsList().get(0).getAs("count");
|
||||
|
||||
|
|
Loading…
Reference in New Issue