replaced full join + filtering with a left join
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@ -80,8 +80,7 @@ public class PatchRelationsApplication {
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final Dataset<RelationIdMapping> idMapping = Utils.readPath(spark, idMappingPath, RelationIdMapping.class);
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rels
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.joinWith(idMapping, rels.col("source").equalTo(idMapping.col("oldId")), "full")
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.filter((FilterFunction<Tuple2<Relation, RelationIdMapping>>) t -> Objects.nonNull(t._1()))
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.joinWith(idMapping, rels.col("source").equalTo(idMapping.col("oldId")), "left")
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.map((MapFunction<Tuple2<Relation, RelationIdMapping>, Relation>) t -> {
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final Relation r = t._1();
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Optional.ofNullable(t._2())
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@ -89,8 +88,7 @@ public class PatchRelationsApplication {
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.ifPresent(r::setSource);
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return r;
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}, Encoders.bean(Relation.class))
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.joinWith(idMapping, rels.col("target").equalTo(idMapping.col("oldId")), "full")
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.filter((FilterFunction<Tuple2<Relation, RelationIdMapping>>) t -> Objects.nonNull(t._1()))
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.joinWith(idMapping, rels.col("target").equalTo(idMapping.col("oldId")), "left")
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.map((MapFunction<Tuple2<Relation, RelationIdMapping>, Relation>) t -> {
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final Relation r = t._1();
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Optional.ofNullable(t._2())
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