forked from D-Net/dnet-hadoop
make the relations produced by the dedup SparkPropagateRelation jon unique
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@ -7,6 +7,7 @@ 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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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.sql.*;
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import org.apache.spark.sql.*;
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import org.apache.spark.sql.expressions.Aggregator;
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import org.slf4j.Logger;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import org.slf4j.LoggerFactory;
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@ -95,7 +96,49 @@ public class SparkPropagateRelation extends AbstractSparkAction {
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FieldType.TARGET,
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FieldType.TARGET,
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getDeletedFn());
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getDeletedFn());
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save(newRels.union(updated).union(mergeRels), outputRelationPath, SaveMode.Overwrite);
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save(distinctRelations(newRels.union(updated).union(mergeRels)), outputRelationPath, SaveMode.Overwrite);
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}
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private Dataset<Relation> distinctRelations(Dataset<Relation> rels) {
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return rels
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.groupByKey((MapFunction<Relation, String>) r -> ModelSupport.idFn().apply(r), Encoders.STRING())
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.agg(new RelationAggregator().toColumn())
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.map((MapFunction<Tuple2<String, Relation>, Relation>) t -> t._2(), Encoders.bean(Relation.class));
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}
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class RelationAggregator extends Aggregator<Relation, Relation, Relation> {
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@Override
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public Relation zero() {
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return new Relation();
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}
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@Override
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public Relation reduce(Relation b, Relation a) {
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b.mergeFrom(a);
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return b;
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}
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@Override
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public Relation merge(Relation b, Relation a) {
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b.mergeFrom(a);
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return b;
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}
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@Override
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public Relation finish(Relation r) {
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return r;
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}
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@Override
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public Encoder<Relation> bufferEncoder() {
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return Encoders.bean(Relation.class);
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}
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@Override
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public Encoder<Relation> outputEncoder() {
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return Encoders.bean(Relation.class);
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}
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}
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}
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private static Dataset<Relation> processDataset(
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private static Dataset<Relation> processDataset(
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