changed the logic to add the topic description to the project
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@ -101,21 +101,20 @@ public class SparkAtomicActionJob {
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Dataset<CSVProgramme> programme = readPath(spark, programmePath, CSVProgramme.class);
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Dataset<CSVProgramme> programme = readPath(spark, programmePath, CSVProgramme.class);
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Dataset<EXCELTopic> topic = readPath(spark, topicPath, EXCELTopic.class);
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Dataset<EXCELTopic> topic = readPath(spark, topicPath, EXCELTopic.class);
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project
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Dataset<Project> aaproject = project
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.joinWith(programme, project.col("programme").equalTo(programme.col("code")), "left")
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.joinWith(programme, project.col("programme").equalTo(programme.col("code")), "left")
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.joinWith(topic, project.col("topics").equalTo(topic.col("code")), "left")
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.map((MapFunction<Tuple2<CSVProject, CSVProgramme>, Project>) c -> {
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.map((MapFunction<Tuple2<Tuple2<CSVProject, CSVProgramme>, EXCELTopic>, Project>) c -> {
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// Tuple2<CSVProject, CSVProgramme> projectprogramme = c._1();
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Tuple2<CSVProject, CSVProgramme> projectprogramme = c._1();
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CSVProject csvProject = c._1();
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CSVProject csvProject = projectprogramme._1();
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Optional<CSVProgramme> ocsvProgramme = Optional.ofNullable(c._2());
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Optional<CSVProgramme> ocsvProgramme = Optional.ofNullable(projectprogramme._2());
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String topicdescription = Optional
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// String topicdescription = Optional
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// .ofNullable(c._2())
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// .map(t -> t.getTitle())
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// .orElse(null);
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return Optional
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.ofNullable(c._2())
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.ofNullable(c._2())
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.map(t -> t.getTitle())
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.orElse(null);
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Project p = Optional
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.ofNullable(projectprogramme._2())
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.map(csvProgramme -> {
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.map(csvProgramme -> {
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Project pp = new Project();
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Project pp = new Project();
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pp
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pp
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@ -136,14 +135,26 @@ public class SparkAtomicActionJob {
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setLevels(h2020classification, ocsvProgramme.get().getClassification());
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setLevels(h2020classification, ocsvProgramme.get().getClassification());
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h2020classification.setH2020Programme(pm);
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h2020classification.setH2020Programme(pm);
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pp.setH2020classification(Arrays.asList(h2020classification));
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pp.setH2020classification(Arrays.asList(h2020classification));
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if (topicdescription != null) {
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// if (topicdescription != null) {
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pp.setH2020topicdescription(topicdescription);
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// pp.setH2020topicdescription(topicdescription);
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}
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// }
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return pp;
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return pp;
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})
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})
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.orElse(null);
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.orElse(null);
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return p;
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// return p;
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}, Encoders.bean(Project.class));
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aaproject
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.joinWith(topic, aaproject.col("h2020topiccode").equalTo(topic.col("code")))
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.map((MapFunction<Tuple2<Project, EXCELTopic>, Project>) p -> {
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Optional<EXCELTopic> op = Optional.ofNullable(p._2());
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if (op.isPresent()) {
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Project rp = p._1();
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rp.setH2020topicdescription(op.get().getTitle());
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return rp;
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}
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return p._1();
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}, Encoders.bean(Project.class))
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}, Encoders.bean(Project.class))
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.filter(Objects::nonNull)
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.filter(Objects::nonNull)
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.groupByKey(
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.groupByKey(
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