forked from antonis.lempesis/dnet-hadoop
[raw_all] The claim merge procedure includes the claimed contexts in the merged result
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@ -3,8 +3,12 @@ package eu.dnetlib.dhp.oa.graph.raw;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Objects;
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import java.util.Objects;
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import java.util.Optional;
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import java.util.Optional;
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import java.util.stream.Collectors;
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import java.util.stream.Stream;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.io.IOUtils;
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import org.apache.spark.SparkConf;
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import org.apache.spark.SparkConf;
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@ -98,14 +102,9 @@ public class MergeClaimsApplication {
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raw
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raw
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.joinWith(claim, raw.col("_1").equalTo(claim.col("_1")), "full_outer")
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.joinWith(claim, raw.col("_1").equalTo(claim.col("_1")), "full_outer")
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.map(
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.map(
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(MapFunction<Tuple2<Tuple2<String, T>, Tuple2<String, T>>, T>) value -> {
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(MapFunction<Tuple2<Tuple2<String, T>, Tuple2<String, T>>, T>) value -> processClaims(
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Optional<Tuple2<String, T>> opRaw = Optional.ofNullable(value._1());
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Optional.ofNullable(value._1()),
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Optional<Tuple2<String, T>> opClaim = Optional.ofNullable(value._2());
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Optional.ofNullable(value._2())),
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return opRaw.isPresent()
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? opRaw.get()._2()
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: opClaim.isPresent() ? opClaim.get()._2() : null;
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},
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Encoders.bean(clazz))
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Encoders.bean(clazz))
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.filter(Objects::nonNull)
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.filter(Objects::nonNull)
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.map(
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.map(
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@ -117,6 +116,78 @@ public class MergeClaimsApplication {
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.text(outPath);
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.text(outPath);
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}
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}
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private static <T extends Oaf> T processClaims(Optional<Tuple2<String, T>> opRaw,
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Optional<Tuple2<String, T>> opClaim) {
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// when both are present
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if (opClaim.isPresent() && opRaw.isPresent()) {
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T oafClaim = opClaim.get()._2();
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if (oafClaim instanceof Result) {
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T oafRaw = opRaw.get()._2();
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// merge the context lists from both oaf objects ...
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final List<Context> context = mergeContexts((Result) oafClaim, (Result) oafRaw);
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// ... and set it on the result from the aggregator
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((Result) oafRaw).setContext(context);
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return oafRaw;
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}
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}
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// otherwise prefer the result from the aggregator
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return opRaw.isPresent()
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? opRaw.get()._2()
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: opClaim.map(Tuple2::_2).orElse(null);
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}
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private static List<Context> mergeContexts(Result oafClaim, Result oafRaw) {
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return new ArrayList<>(
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Stream
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.concat(
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Optional
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.ofNullable(oafClaim.getContext())
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.map(List::stream)
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.orElse(Stream.empty()),
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Optional
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.ofNullable(oafRaw.getContext())
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.map(List::stream)
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.orElse(Stream.empty()))
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.collect(
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Collectors
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.toMap(
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Context::getId,
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c -> c,
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(c1, c2) -> {
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Context c = new Context();
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c.setId(c1.getId());
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c
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.setDataInfo(
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new ArrayList<>(
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Stream
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.concat(
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Optional
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.ofNullable(c1.getDataInfo())
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.map(List::stream)
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.orElse(Stream.empty()),
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Optional
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.ofNullable(c2.getDataInfo())
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.map(List::stream)
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.orElse(Stream.empty()))
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.collect(
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Collectors
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.toMap(
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d -> Optional
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.ofNullable(d.getProvenanceaction())
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.map(Qualifier::getClassid)
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.orElse(""),
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d -> d,
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(d1, d2) -> d1))
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.values()));
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return c;
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}))
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.values());
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}
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private static <T extends Oaf> Dataset<T> readFromPath(
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private static <T extends Oaf> Dataset<T> readFromPath(
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SparkSession spark, String path, Class<T> clazz) {
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SparkSession spark, String path, Class<T> clazz) {
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return spark
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return spark
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