Update to include a blackList that filters out the results we know are wrongly associated to IE - refactoring
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@ -95,26 +95,27 @@ public class CreateActionSetFromWebEntries implements Serializable {
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final Dataset<Row> blackList = readBlackList(spark, blackListInputPath);
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dataset.join(blackList, dataset.col("id").equalTo(blackList.col("OpenAlexId")), "left")
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.filter((FilterFunction<Row>) r -> r.getAs("OpenAlexId") == null)
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.drop("OpenAlexId")
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.flatMap((FlatMapFunction<Row, Relation>) row -> {
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List<Relation> ret = new ArrayList<>();
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final String ror = ROR_PREFIX
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+ IdentifierFactory.md5(PidCleaner.normalizePidValue("ROR", row.getAs("ror")));
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ret.addAll(createAffiliationRelationPairDOI(row.getAs("doi"), ror));
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ret.addAll(createAffiliationRelationPairPMID(row.getAs("pmid"), ror));
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ret.addAll(createAffiliationRelationPairPMCID(row.getAs("pmcid"), ror));
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dataset
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.join(blackList, dataset.col("id").equalTo(blackList.col("OpenAlexId")), "left")
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.filter((FilterFunction<Row>) r -> r.getAs("OpenAlexId") == null)
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.drop("OpenAlexId")
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.flatMap((FlatMapFunction<Row, Relation>) row -> {
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List<Relation> ret = new ArrayList<>();
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final String ror = ROR_PREFIX
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+ IdentifierFactory.md5(PidCleaner.normalizePidValue("ROR", row.getAs("ror")));
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ret.addAll(createAffiliationRelationPairDOI(row.getAs("doi"), ror));
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ret.addAll(createAffiliationRelationPairPMID(row.getAs("pmid"), ror));
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ret.addAll(createAffiliationRelationPairPMCID(row.getAs("pmcid"), ror));
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return ret
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.iterator();
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}, Encoders.bean(Relation.class))
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.toJavaRDD()
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.map(p -> new AtomicAction(p.getClass(), p))
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.mapToPair(
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aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
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new Text(OBJECT_MAPPER.writeValueAsString(aa))))
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.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class);//, GzipCodec.class);
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return ret
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.iterator();
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}, Encoders.bean(Relation.class))
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.toJavaRDD()
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.map(p -> new AtomicAction(p.getClass(), p))
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.mapToPair(
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aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
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new Text(OBJECT_MAPPER.writeValueAsString(aa))))
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.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
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}
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@ -145,13 +146,13 @@ public class CreateActionSetFromWebEntries implements Serializable {
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}
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private static Dataset<Row> readBlackList(SparkSession spark, String inputPath){
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private static Dataset<Row> readBlackList(SparkSession spark, String inputPath) {
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return spark
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.read()
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.option("header", true)
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.csv(inputPath)
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.select("OpenAlexId");
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.read()
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.option("header", true)
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.csv(inputPath)
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.select("OpenAlexId");
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}
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private static List<Relation> createAffiliationRelationPairPMCID(String pmcid, String ror) {
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@ -78,9 +78,9 @@ public class CreateASTest {
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"/eu/dnetlib/dhp/actionmanager/webcrawl/input/")
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.getPath();
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String blackListPath = getClass()
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.getResource(
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"/eu/dnetlib/dhp/actionmanager/webcrawl/blackList/")
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.getPath();
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.getResource(
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"/eu/dnetlib/dhp/actionmanager/webcrawl/blackList/")
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.getPath();
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CreateActionSetFromWebEntries
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.main(
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@ -91,7 +91,7 @@ public class CreateASTest {
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inputPath,
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"-outputPath",
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workingDir.toString() + "/actionSet1",
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"-blackListPath", blackListPath
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"-blackListPath", blackListPath
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});
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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@ -115,9 +115,9 @@ public class CreateASTest {
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"/eu/dnetlib/dhp/actionmanager/webcrawl/")
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.getPath();
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String blackListPath = getClass()
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.getResource(
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"/eu/dnetlib/dhp/actionmanager/webcrawl/blackList/")
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.getPath();
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.getResource(
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"/eu/dnetlib/dhp/actionmanager/webcrawl/blackList/")
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.getPath();
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CreateActionSetFromWebEntries
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.main(
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@ -128,7 +128,7 @@ public class CreateASTest {
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inputPath,
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"-outputPath",
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workingDir.toString() + "/actionSet1",
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"-blackListPath", blackListPath
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"-blackListPath", blackListPath
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});
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final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
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