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385 lines
50 KiB
Java
385 lines
50 KiB
Java
package eu.dnetlib.pace;
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import eu.dnetlib.Deduper;
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import eu.dnetlib.jobs.SparkCreateDedupEntity;
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import eu.dnetlib.jobs.SparkCreateMergeRels;
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import eu.dnetlib.jobs.SparkCreateSimRels;
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import eu.dnetlib.pace.config.DedupConfig;
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import eu.dnetlib.pace.model.MapDocument;
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import eu.dnetlib.pace.tree.support.TreeProcessor;
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import eu.dnetlib.pace.util.MapDocumentUtil;
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import eu.dnetlib.pace.utils.Utility;
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import eu.dnetlib.support.ArgumentApplicationParser;
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import eu.dnetlib.support.Block;
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import eu.dnetlib.support.Relation;
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import org.apache.commons.io.FileUtils;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.Path;
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import org.apache.spark.api.java.JavaPairRDD;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.api.java.function.ForeachFunction;
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import org.apache.spark.api.java.function.PairFunction;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.sql.Row;
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import org.apache.spark.sql.SparkSession;
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import org.junit.jupiter.api.*;
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import org.junit.jupiter.api.extension.ExtendWith;
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import org.mockito.junit.jupiter.MockitoExtension;
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import scala.Tuple2;
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import java.awt.*;
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import java.awt.event.WindowAdapter;
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import java.awt.event.WindowEvent;
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import java.io.BufferedReader;
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import java.io.File;
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import java.io.IOException;
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import java.io.InputStreamReader;
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import java.net.URISyntaxException;
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import java.nio.file.Paths;
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import java.util.*;
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import java.util.List;
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import java.util.stream.Collectors;
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@ExtendWith(MockitoExtension.class)
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@TestMethodOrder(MethodOrderer.OrderAnnotation.class)
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@TestInstance(TestInstance.Lifecycle.PER_CLASS)
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public class DedupLocalTest extends DedupTestUtils {
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static SparkSession spark;
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static DedupConfig config;
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static JavaSparkContext context;
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final String entitiesPath = Paths
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.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/examples/publications.dump.1000.json").toURI())
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.toFile()
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.getAbsolutePath();
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final static String workingPath = "/tmp/working_dir";
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final static String numPartitions = "20";
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final String dedupConfPath = Paths
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.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/config/pubs.fdup.exp.json").toURI())
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.toFile()
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.getAbsolutePath();
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final static String simRelsPath = workingPath + "/simrels";
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final static String mergeRelsPath = workingPath + "/mergerels";
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final static String dedupEntityPath = workingPath + "/dedupentities";
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public DedupLocalTest() throws URISyntaxException {
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}
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public static void cleanup() throws IOException {
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//remove directories to clean workspace
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FileUtils.deleteDirectory(new File(simRelsPath));
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FileUtils.deleteDirectory(new File(mergeRelsPath));
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FileUtils.deleteDirectory(new File(dedupEntityPath));
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}
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@BeforeAll
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public void setup() throws IOException {
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cleanup();
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config = DedupConfig.load(readFileFromHDFS(dedupConfPath));
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spark = SparkSession
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.builder()
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.appName("Deduplication")
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.master("local[*]")
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.getOrCreate();
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context = JavaSparkContext.fromSparkContext(spark.sparkContext());
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}
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@AfterAll
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public static void finalCleanUp() throws IOException {
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cleanup();
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}
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protected static String readFileFromHDFS(String filePath) throws IOException {
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Path path=new Path(filePath);
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FileSystem fs = FileSystem.get(new Configuration());
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BufferedReader br=new BufferedReader(new InputStreamReader(fs.open(path)));
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try {
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return String.join("", br.lines().collect(Collectors.toList()));
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} finally {
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br.close();
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}
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}
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@Test
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@Order(1)
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public void createSimRelTest() throws Exception {
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ArgumentApplicationParser parser = new ArgumentApplicationParser(Utility.readResource("/eu/dnetlib/pace/parameters/createSimRels_parameters.json", SparkCreateSimRels.class));
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parser.parseArgument(
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new String[] {
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"-e", entitiesPath,
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"-w", workingPath,
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"-np", numPartitions,
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"-dc", dedupConfPath,
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"-ut", "true"
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});
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new SparkCreateSimRels(
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parser,
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spark
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).run();
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long simrels_number = spark.read().load(simRelsPath).count();
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System.out.println("simrels_number = " + simrels_number);
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}
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@Test
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@Order(2)
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public void createMergeRelTest() throws Exception {
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ArgumentApplicationParser parser = new ArgumentApplicationParser(Utility.readResource("/eu/dnetlib/pace/parameters/createMergeRels_parameters.json", SparkCreateMergeRels.class));
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parser.parseArgument(
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new String[] {
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"-e", entitiesPath,
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"-w", workingPath,
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"-np", numPartitions,
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"-dc", dedupConfPath
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});
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new SparkCreateMergeRels(
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parser,
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spark
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).run();
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}
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@Test
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@Order(3)
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public void createDedupEntityTest() throws Exception {
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ArgumentApplicationParser parser = new ArgumentApplicationParser(Utility.readResource("/eu/dnetlib/pace/parameters/createDedupEntity_parameters.json", SparkCreateDedupEntity.class));
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parser.parseArgument(
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new String[] {
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"-e", entitiesPath,
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"-w", workingPath,
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"-np", numPartitions,
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"-dc", dedupConfPath
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});
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new SparkCreateDedupEntity(
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parser,
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spark
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).run();
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}
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@Test //full deduplication workflow test
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@Disabled
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public void deduplicationTest() throws Exception {
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//custom parameters for this test
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DedupConfig dedupConfig = DedupConfig.load(readFileFromHDFS(
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Paths.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/config/pub.instancetype.tree.conf.json").toURI()).toFile().getAbsolutePath()
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));
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String inputPath = Paths.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/examples/publications.dump.1000.json").toURI()).toFile().getAbsolutePath();
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String simRelsPath = workingPath + "/simrels";
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String mergeRelsPath = workingPath + "/mergerels";
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String outputPath = workingPath + "/dedup";
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long before_simrels = System.currentTimeMillis();
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Deduper.createSimRels(
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dedupConfig,
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spark,
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inputPath,
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simRelsPath,
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true,
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false
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);
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long simrels_time = System.currentTimeMillis() - before_simrels;
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long simrels_number = spark.read().load(simRelsPath).count();
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long before_mergerels = System.currentTimeMillis();
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Deduper.createMergeRels(
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dedupConfig,
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inputPath,
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mergeRelsPath,
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simRelsPath,
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spark
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);
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long mergerels_time = System.currentTimeMillis() - before_mergerels;
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long mergerels_number = spark.read().load(mergeRelsPath).count();
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long before_dedupentity = System.currentTimeMillis();
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Deduper.createDedupEntity(
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dedupConfig,
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mergeRelsPath,
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inputPath,
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spark,
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outputPath
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);
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long dedupentity_time = System.currentTimeMillis() - before_dedupentity;
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long dedupentity_number = context.textFile(outputPath).count();
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System.out.println("Number of simrels : " + simrels_number);
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System.out.println("Number of mergerels : " + mergerels_number);
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System.out.println("Number of dedupentities : " + dedupentity_number);
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System.out.println("Total time for simrels creation : " + simrels_time);
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System.out.println("Total time for mergerels creation : " + mergerels_time);
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System.out.println("Total time for dedupentity creation : " + dedupentity_time);
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FileUtils.deleteDirectory(new File(workingPath));
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}
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@Test //test the match between two JSON
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@Disabled
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public void matchTest() throws Exception {
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String json1 = "{\"context\": [], \"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"sysimport:crosswalk:repository\", \"classname\": \"sysimport:crosswalk:repository\", \"schemename\": \"dnet:provenanceActions\", \"schemeid\": \"dnet:provenanceActions\"}, \"inferred\": true, \"inferenceprovenance\": \"dedup-similarity-result-levenstein\", \"invisible\": false, \"trust\": \"0.9\"}, \"resourcetype\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"pid\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"qualifier\": {\"classid\": \"pmc\", \"classname\": \"pmc\", \"schemename\": \"dnet:pid_types\", \"schemeid\": \"dnet:pid_types\"}, \"value\": \"PMC1688333\"}], \"contributor\": [], \"resulttype\": {\"classid\": \"publication\", \"classname\": \"publication\", \"schemename\": \"dnet:result_typologies\", \"schemeid\": \"dnet:result_typologies\"}, \"relevantdate\": [], \"collectedfrom\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"PubMed Central\", \"key\": \"10|opendoar____::eda80a3d5b344bc40f3bc04f65b7a357\"}], \"id\": \"50|od_______267::12220bb41c4f62ee8ae2ec051b22444d\", \"subject\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemename\": \"dnet:subject_classification_typologies\", \"schemeid\": \"dnet:subject_classification_typologies\"}, \"value\": \"Correspondence\"}], \"embargoenddate\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"lastupdatetimestamp\": 0, \"author\": [{\"surname\": \"Smith\", \"name\": \"S. L. H.\", \"pid\": [], \"rank\": 1, \"affiliation\": [], \"fullname\": \"Smith, S L H\"}], \"instance\": [{\"refereed\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"hostedby\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"PubMed Central\", \"key\": \"10|opendoar____::eda80a3d5b344bc40f3bc04f65b7a357\"}, \"processingchargeamount\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"license\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"url\": [\"https://europepmc.org/articles/PMC1688333/\"], \"distributionlocation\": \"\", \"processingchargecurrency\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"dateofacceptance\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"1976-09-18\"}, \"collectedfrom\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"PubMed Central\", \"key\": \"10|opendoar____::eda80a3d5b344bc40f3bc04f65b7a357\"}, \"accessright\": {\"classid\": \"OPEN\", \"classname\": \"Open Access\", \"schemename\": \"dnet:access_modes\", \"schemeid\": \"dnet:access_modes\"}, \"instancetype\": {\"classid\": \"0038\", \"classname\": \"Other literature type\", \"schemename\": \"dnet:publication_resource\", \"schemeid\": \"dnet:publication_resource\"}}], \"dateofcollection\": \"2019-07-01T18:28:03Z\", \"fulltext\": [], \"dateoftransformation\": \"\", \"description\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}], \"format\": [], \"journal\": {\"issnPrinted\": \"\", \"conferencedate\": \"\", \"conferenceplace\": \"\", \"name\": \"\", \"edition\": \"\", \"vol\": \"\", \"sp\": \"\", \"iss\": \"\", \"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"issnOnline\": \"\", \"ep\": \"\", \"issnLinking\": \"\"}, \"coverage\": [], \"publisher\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"language\": {\"classid\": \"eng\", \"classname\": \"English\", \"schemename\": \"dnet:languages\", \"schemeid\": \"dnet:languages\"}, \"bestaccessright\": {\"classid\": \"OPEN\", \"classname\": \"Open Access\", \"schemename\": \"dnet:access_modes\", \"schemeid\": \"dnet:access_modes\"}, \"country\": [], \"extraInfo\": [], \"originalId\": [\"oai:pubmedcentral.nih.gov:1688333\"], \"source\": [], \"dateofacceptance\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"1976-09-18\"}, \"title\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"qualifier\": {\"classid\": \"main title\", \"classname\": \"main title\", \"schemename\": \"dnet:dataCite_title\", \"schemeid\": \"dnet:dataCite_title\"}, \"value\": \"Admission of old people to hospital\"}]}";
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String json2 = "{\"context\": [], \"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"sysimport:actionset\", \"classname\": \"sysimport:actionset\", \"schemename\": \"dnet:provenanceActions\", \"schemeid\": \"dnet:provenanceActions\"}, \"inferred\": true, \"inferenceprovenance\": \"dedup-similarity-result-levenstein\", \"invisible\": false, \"trust\": \"0.9\"}, \"resourcetype\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"pid\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"qualifier\": {\"classid\": \"doi\", \"classname\": \"doi\", \"schemename\": \"dnet:pid_types\", \"schemeid\": \"dnet:pid_types\"}, \"value\": \"10.1136/bmj.2.6039.812-d\"}], \"contributor\": [], \"resulttype\": {\"classid\": \"publication\", \"classname\": \"publication\", \"schemename\": \"dnet:result_typologies\", \"schemeid\": \"dnet:result_typologies\"}, \"relevantdate\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"qualifier\": {\"classid\": \"published-print\", \"classname\": \"published-print\", \"schemename\": \"dnet:dataCite_date\", \"schemeid\": \"dnet:dataCite_date\"}, \"value\": \"1976-10-2\"}], \"collectedfrom\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Crossref\", \"key\": \"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2\"}, {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Microsoft Academic Graph\", \"key\": \"10|openaire____::5f532a3fc4f1ea403f37070f59a7a53a\"}, {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"UnpayWall\", \"key\": \"10|openaire____::8ac8380272269217cb09a928c8caa993\"}], \"id\": \"50|doiboost____::faf91584ab611ecac7be042c95e82939\", \"subject\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemename\": \"dnet:subject\", \"schemeid\": \"dnet:subject\"}, \"value\": \"General Medicine\"}], \"embargoenddate\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"lastupdatetimestamp\": 0, \"author\": [{\"surname\": \"Campbell\", \"name\": \"A G M\", \"pid\": [{\"qualifier\": {\"classid\": \"MAG Identifier\", \"classname\": \"MAG Identifier\"}, \"value\": \"2424823041\"}], \"rank\": 1, \"affiliation\": [], \"fullname\": \"A G M Campbell\"}], \"instance\": [{\"refereed\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"hostedby\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Unknown Repository\", \"key\": \"10|openaire____::55045bd2a65019fd8e6741a755395c8c\"}, \"processingchargeamount\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"license\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"url\": [\"http://europepmc.org/articles/pmc1688323?pdf=render\"], \"distributionlocation\": \"\", \"processingchargecurrency\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"dateofacceptance\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"collectedfrom\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"UnpayWall\", \"key\": \"10|openaire____::8ac8380272269217cb09a928c8caa993\"}, \"accessright\": {\"classid\": \"OPEN\", \"classname\": \"Open Access\", \"schemename\": \"dnet:access_modes\", \"schemeid\": \"dnet:access_modes\"}, \"instancetype\": {\"classid\": \"0001\", \"classname\": \"Article\", \"schemename\": \"dnet:publication_resource\", \"schemeid\": \"dnet:publication_resource\"}}, {\"refereed\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"hostedby\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Unknown Repository\", \"key\": \"10|openaire____::55045bd2a65019fd8e6741a755395c8c\"}, \"processingchargeamount\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"license\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"url\": [\"https://syndication.highwire.org/content/doi/10.1136/bmj.2.6039.812-d\"], \"distributionlocation\": \"\", \"processingchargecurrency\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"dateofacceptance\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"collectedfrom\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Crossref\", \"key\": \"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2\"}, \"accessright\": {\"classid\": \"UNKNOWN\", \"classname\": \"not available\", \"schemename\": \"dnet:access_modes\", \"schemeid\": \"dnet:access_modes\"}, \"instancetype\": {\"classid\": \"0001\", \"classname\": \"Article\", \"schemename\": \"dnet:publication_resource\", \"schemeid\": \"dnet:publication_resource\"}}, {\"refereed\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"hostedby\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Unknown Repository\", \"key\": \"10|openaire____::55045bd2a65019fd8e6741a755395c8c\"}, \"processingchargeamount\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"license\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"url\": [\"https://academic.microsoft.com/#/detail/2054538157\"], \"distributionlocation\": \"\", \"processingchargecurrency\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"dateofacceptance\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"collectedfrom\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Microsoft Academic Graph\", \"key\": \"10|openaire____::5f532a3fc4f1ea403f37070f59a7a53a\"}, \"accessright\": {\"classid\": \"UNKNOWN\", \"classname\": \"not available\", \"schemename\": \"dnet:access_modes\", \"schemeid\": \"dnet:access_modes\"}, \"instancetype\": {\"classid\": \"0001\", \"classname\": \"Article\", \"schemename\": \"dnet:publication_resource\", \"schemeid\": \"dnet:publication_resource\"}}, {\"refereed\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"hostedby\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Unknown Repository\", \"key\": \"10|openaire____::55045bd2a65019fd8e6741a755395c8c\"}, \"processingchargeamount\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"license\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"url\": [\"http://dx.doi.org/10.1136/bmj.2.6039.812-d\"], \"distributionlocation\": \"\", \"processingchargecurrency\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"dateofacceptance\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"collectedfrom\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"Crossref\", \"key\": \"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2\"}, \"accessright\": {\"classid\": \"RESTRICTED\", \"classname\": \"Restricted\", \"schemename\": \"dnet:access_modes\", \"schemeid\": \"dnet:access_modes\"}, \"instancetype\": {\"classid\": \"0001\", \"classname\": \"Article\", \"schemename\": \"dnet:publication_resource\", \"schemeid\": \"dnet:publication_resource\"}}], \"dateofcollection\": \"2019-02-15\", \"fulltext\": [], \"dateoftransformation\": \"\", \"description\": [], \"format\": [], \"journal\": {\"issnPrinted\": \"0959-8138\", \"conferencedate\": \"\", \"conferenceplace\": \"\", \"name\": \"BMJ\", \"edition\": \"\", \"vol\": \"\", \"sp\": \"\", \"iss\": \"\", \"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"issnOnline\": \"1468-5833\", \"ep\": \"\", \"issnLinking\": \"\"}, \"coverage\": [], \"publisher\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"\"}, \"language\": {\"classid\": \"und\", \"classname\": \"Undetermined\", \"schemename\": \"dnet:languages\", \"schemeid\": \"dnet:languages\"}, \"bestaccessright\": {\"classid\": \"OPEN\", \"classname\": \"Open Access\", \"schemename\": \"dnet:access_modes\", \"schemeid\": \"dnet:access_modes\"}, \"country\": [], \"extraInfo\": [], \"originalId\": [\"10.1136/bmj.2.6039.812-d\"], \"source\": [], \"dateofacceptance\": {\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"value\": \"1976-10-2\"}, \"title\": [{\"dataInfo\": {\"deletedbyinference\": false, \"provenanceaction\": {\"classid\": \"\", \"classname\": \"\", \"schemename\": \"\", \"schemeid\": \"\"}, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"\"}, \"qualifier\": {\"classid\": \"main title\", \"classname\": \"main title\", \"schemename\": \"dnet:dataCite_title\", \"schemeid\": \"dnet:dataCite_title\"}, \"value\": \"Admission of old people to hospital\"}]}";
|
|
|
|
DedupConfig config = DedupConfig.load(readFileFromHDFS(Paths
|
|
.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/config/pub.new.tree.conf.json").toURI())
|
|
.toFile()
|
|
.getAbsolutePath()));
|
|
|
|
MapDocument a = MapDocumentUtil.asMapDocumentWithJPath(config, json1);
|
|
MapDocument b = MapDocumentUtil.asMapDocumentWithJPath(config, json2);
|
|
|
|
boolean result = new TreeProcessor(config).compare(a,b);
|
|
|
|
System.out.println("Tree Processor Result = " + result);
|
|
|
|
}
|
|
|
|
@Test //test the dedup of a group of JSON
|
|
@Disabled
|
|
public void dedupTest() throws Exception {
|
|
final String entitiesPath = Paths
|
|
.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/examples/openorgs.to.fix.json").toURI())
|
|
.toFile()
|
|
.getAbsolutePath();
|
|
|
|
DedupConfig dedupConf = DedupConfig.load(readFileFromHDFS(Paths
|
|
.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/config/organization.current.conf.json").toURI())
|
|
.toFile()
|
|
.getAbsolutePath()));
|
|
|
|
JavaPairRDD<String, MapDocument> mapDocuments = context
|
|
.textFile(entitiesPath)
|
|
.mapToPair(
|
|
(PairFunction<String, String, MapDocument>) s -> {
|
|
MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
|
|
return new Tuple2<>(d.getIdentifier(), d);
|
|
})
|
|
.reduceByKey((a,b) -> a);
|
|
|
|
// create blocks for deduplication
|
|
JavaPairRDD<String, Block> blocks = Deduper.createSortedBlocks(mapDocuments, dedupConf);
|
|
for (Tuple2<String, Block> b : blocks.collect()) {
|
|
System.out.println("*******GROUPS********");
|
|
System.out.println("key = " + b._1());
|
|
System.out.println("elements = " + b._2().elements());
|
|
System.out.println("items = " + b._2().getDocuments().stream().map(d -> d.getIdentifier()).collect(Collectors.joining(",")));
|
|
System.out.println("*********************");
|
|
}
|
|
|
|
// create relations by comparing only elements in the same group
|
|
JavaRDD<Relation> relations = Deduper.computeRelations(context, blocks, dedupConf, true, false);
|
|
for (Relation r: relations.collect()) {
|
|
System.out.println("*******RELATIONS*******");
|
|
System.out.println("source = " + r.getSource());
|
|
System.out.println("target = " + r.getTarget());
|
|
System.out.println("***********************");
|
|
}
|
|
|
|
//vertexes
|
|
List<String> vertexes = mapDocuments.map(doc -> doc._1()).collect();
|
|
|
|
//edges
|
|
List<Tuple2<String, String>> edges = new ArrayList<>();
|
|
relations.collect().stream().forEach(r -> edges.add(new Tuple2(r.getSource(), r.getTarget())));
|
|
|
|
showGraph(vertexes, edges, mapDocuments);
|
|
|
|
cleanup();
|
|
}
|
|
|
|
public void showGraph(List<String> vertexes, List<Tuple2<String, String>> edges, JavaPairRDD<String, MapDocument> mapDocuments) {
|
|
|
|
try {
|
|
prepareGraphParams(
|
|
vertexes,
|
|
edges,
|
|
"/tmp/graph.html", Paths.get(DedupLocalTest.class.getResource("/graph_visualization_tool/graph_template.html").toURI()).toFile().getAbsolutePath(),
|
|
mapDocuments.collectAsMap());
|
|
Desktop.getDesktop().browse(new File("/tmp/graph.html").toURI());
|
|
} catch (Exception e) {
|
|
e.printStackTrace();
|
|
}
|
|
}
|
|
|
|
public int nodeDegree(String id, List<Tuple2<String, String>> edges) {
|
|
return (int) edges.stream().map(e -> e._1()).filter(s -> s.equalsIgnoreCase(id)).count();
|
|
}
|
|
|
|
public int minDegree(List<String> vertexes, List<Tuple2<String, String>> edges) {
|
|
|
|
int minDegree = 100;
|
|
for (String vertex: vertexes) {
|
|
int deg = nodeDegree(vertex, edges);
|
|
if (deg < minDegree)
|
|
minDegree = deg;
|
|
}
|
|
return minDegree;
|
|
}
|
|
|
|
@Test
|
|
@Disabled
|
|
public void asMapDocument() throws Exception {
|
|
|
|
final String json = "{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": true, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"resourcetype\": {\"classid\": \"0001\", \"classname\": \"0001\", \"schemeid\": \"dnet:dataCite_resource\", \"schemename\": \"dnet:dataCite_resource\"}, \"pid\": [{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"handle\", \"classname\": \"Handle\", \"schemeid\": \"dnet:pid_types\", \"schemename\": \"dnet:pid_types\"}, \"value\": \"11370/8fb3e34b-47c4-4e87-a675-c889db060e19\"}], \"contributor\": [], \"bestaccessright\": {\"classid\": \"CLOSED\", \"classname\": \"Closed Access\", \"schemeid\": \"dnet:access_modes\", \"schemename\": \"dnet:access_modes\"}, \"relevantdate\": [{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"issued\", \"classname\": \"issued\", \"schemeid\": \"dnet:dataCite_date\", \"schemename\": \"dnet:dataCite_date\"}, \"value\": \"2018-01-01\"}], \"collectedfrom\": [{\"dataInfo\": null, \"key\": \"10|openaire____::c6df70599aa984f16ee52b4b86d2e89f\", \"value\": \"DANS (Data Archiving and Networked Services)\"}], \"id\": \"50|DansKnawCris::4ad8a5701b7d06b851966e1b323a2a95\", \"subject\": [{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemeid\": \"dnet:subject_classification_typologies\", \"schemename\": \"dnet:subject_classification_typologies\"}, \"value\": \"OF-THE-ART\"}, {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemeid\": \"dnet:subject_classification_typologies\", \"schemename\": \"dnet:subject_classification_typologies\"}, \"value\": \"SCHOOL LEADERSHIP\"}, {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemeid\": \"dnet:subject_classification_typologies\", \"schemename\": \"dnet:subject_classification_typologies\"}, \"value\": \"DYNAMIC-MODEL\"}, {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemeid\": \"dnet:subject_classification_typologies\", \"schemename\": \"dnet:subject_classification_typologies\"}, \"value\": \"IMPLEMENTATION\"}, {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemeid\": \"dnet:subject_classification_typologies\", \"schemename\": \"dnet:subject_classification_typologies\"}, \"value\": \"OUTCOMES\"}, {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"keyword\", \"classname\": \"keyword\", \"schemeid\": \"dnet:subject_classification_typologies\", \"schemename\": \"dnet:subject_classification_typologies\"}, \"value\": \"To be checked by Faculty\"}], \"embargoenddate\": null, \"lastupdatetimestamp\": 1645007805304, \"author\": [{\"surname\": \"Kyriakides\", \"name\": \"Leonidas\", \"pid\": [], \"rank\": 1, \"affiliation\": [], \"fullname\": \"Kyriakides, Leonidas\"}, {\"surname\": \"Georgiou\", \"name\": \"Maria P.\", \"pid\": [], \"rank\": 2, \"affiliation\": [], \"fullname\": \"Georgiou, Maria P.\"}, {\"surname\": \"Creemers\", \"name\": \"Bert P. M.\", \"pid\": [], \"rank\": 3, \"affiliation\": [], \"fullname\": \"Creemers, Bert P. M.\"}, {\"surname\": \"Panayiotou\", \"name\": \"Anastasia\", \"pid\": [], \"rank\": 4, \"affiliation\": [], \"fullname\": \"Panayiotou, Anastasia\"}, {\"surname\": \"Reynolds\", \"name\": \"David\", \"pid\": [], \"rank\": 5, \"affiliation\": [], \"fullname\": \"Reynolds, David\"}], \"instance\": [{\"refereed\": {\"classid\": \"0000\", \"classname\": \"UNKNOWN\", \"schemeid\": \"dnet:review_levels\", \"schemename\": \"dnet:review_levels\"}, \"hostedby\": {\"dataInfo\": null, \"key\": \"10|issn___print::2763d4e6e2e870a7ffd4bf8863c6bbff\", \"value\": \"School Effectiveness and School Improvement\"}, \"accessright\": {\"classid\": \"CLOSED\", \"classname\": \"Closed Access\", \"schemeid\": \"dnet:access_modes\", \"schemename\": \"dnet:access_modes\", \"openAccessRoute\": null}, \"license\": null, \"url\": [\"\", \"http://dx.doi.org/10.1080/09243453.2017.1398761\"], \"measures\": null, \"pid\": [{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"handle\", \"classname\": \"Handle\", \"schemeid\": \"dnet:pid_types\", \"schemename\": \"dnet:pid_types\"}, \"value\": \"11370/8fb3e34b-47c4-4e87-a675-c889db060e19\"}], \"distributionlocation\": null, \"processingchargecurrency\": null, \"alternateIdentifier\": [{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"urn\", \"classname\": \"urn\", \"schemeid\": \"dnet:pid_types\", \"schemename\": \"dnet:pid_types\"}, \"value\": \"urn:nbn:nl:ui:11-8fb3e34b-47c4-4e87-a675-c889db060e19\"}, {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"doi\", \"classname\": \"Digital Object Identifier\", \"schemeid\": \"dnet:pid_types\", \"schemename\": \"dnet:pid_types\"}, \"value\": \"10.1080/09243453.2017.1398761\"}], \"dateofacceptance\": {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"value\": \"2018-01-01\"}, \"collectedfrom\": {\"dataInfo\": null, \"key\": \"10|openaire____::c6df70599aa984f16ee52b4b86d2e89f\", \"value\": \"DANS (Data Archiving and Networked Services)\"}, \"processingchargeamount\": null, \"instancetype\": {\"classid\": \"0001\", \"classname\": \"Article\", \"schemeid\": \"dnet:publication_resource\", \"schemename\": \"dnet:publication_resource\"}}], \"resulttype\": {\"classid\": \"publication\", \"classname\": \"publication\", \"schemeid\": \"dnet:result_typologies\", \"schemename\": \"dnet:result_typologies\"}, \"dateofcollection\": \"2020-11-12T23:04:09.482Z\", \"fulltext\": [], \"dateoftransformation\": \"2020-11-13T01:33:00.881Z\", \"description\": [{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"value\": \"This paper investigates the impact of national policies for improving teaching and the school learning environment (SLE) on student achievement. In each participating country (i.e., Belgium/Flanders, Cyprus, Germany, Greece, Ireland, and Slovenia), a sample of at least 50 schools was drawn and tests in mathematics and science were administered to all Grade 4 students (N = 10,742) at the beginning and end of school year 2010\\u20132011. National policies were measured through (a) content analysis of policy documents, (b) interviews with policymakers, and (c) head-teacher questionnaires. Multilevel analyses revealed that most aspects of national policies for teaching and SLE were associated with student achievement in each subject irrespective of the source of data used to measure them. Implications are, finally, drawn.\"}], \"format\": [], \"processingchargecurrency\": null, \"journal\": {\"issnPrinted\": \"0924-3453\", \"conferencedate\": null, \"vol\": \"29\", \"conferenceplace\": null, \"name\": \"School Effectiveness and School Improvement\", \"iss\": \"2\", \"sp\": \"171\", \"edition\": \"\", \"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"issnOnline\": \"\", \"ep\": \"203\", \"issnLinking\": \"\"}, \"measures\": null, \"dateofacceptance\": {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"value\": \"2018-01-01\"}, \"coverage\": [], \"processingchargeamount\": null, \"externalReference\": [], \"publisher\": null, \"language\": {\"classid\": \"eng\", \"classname\": \"English\", \"schemeid\": \"dnet:languages\", \"schemename\": \"dnet:languages\"}, \"oaiprovenance\": {\"originDescription\": {\"metadataNamespace\": \"\", \"harvestDate\": \"2020-11-12T23:04:09.482Z\", \"baseURL\": \"http%3A%2F%2Fservices.nod.dans.knaw.nl%2Foa-cerif\", \"datestamp\": \"2020-11-12T00:51:43Z\", \"altered\": true, \"identifier\": \"oai:services.nod.dans.knaw.nl:Publications/rug:oai:pure.rug.nl:publications/8fb3e34b-47c4-4e87-a675-c889db060e19\"}}, \"country\": [], \"extraInfo\": [], \"originalId\": [\"oai:services.nod.dans.knaw.nl:Publications/rug:oai:pure.rug.nl:publications/8fb3e34b-47c4-4e87-a675-c889db060e19\", \"50|DansKnawCris::4ad8a5701b7d06b851966e1b323a2a95\"], \"source\": [], \"context\": [], \"title\": [{\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"main title\", \"classname\": \"main title\", \"schemeid\": \"dnet:dataCite_title\", \"schemename\": \"dnet:dataCite_title\"}, \"value\": \"The impact of national educational policies on student achievement\"}, {\"dataInfo\": {\"provenanceaction\": {\"classid\": \"sysimport:crosswalk:datasetarchive\", \"classname\": \"Harvested\", \"schemeid\": \"dnet:provenanceActions\", \"schemename\": \"dnet:provenanceActions\"}, \"deletedbyinference\": false, \"inferred\": false, \"inferenceprovenance\": \"\", \"invisible\": false, \"trust\": \"0.9\"}, \"qualifier\": {\"classid\": \"subtitle\", \"classname\": \"subtitle\", \"schemeid\": \"dnet:dataCite_title\", \"schemename\": \"dnet:dataCite_title\"}, \"value\": \"a European study\"}]}";
|
|
|
|
DedupConfig dedupConfig = DedupConfig.load(readFileFromHDFS(
|
|
Paths.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/config/pub.new.tree.conf.json").toURI()).toFile().getAbsolutePath()
|
|
));
|
|
|
|
final MapDocument mapDocument = MapDocumentUtil.asMapDocumentWithJPath(dedupConfig, json);
|
|
|
|
for(String field: mapDocument.getFieldMap().keySet()) {
|
|
System.out.println(field + ": " + mapDocument.getFieldMap().get(field).stringValue());
|
|
}
|
|
}
|
|
|
|
@Test
|
|
@Disabled
|
|
public void noMatchTest() throws Exception {
|
|
|
|
//custom parameters for this test
|
|
DedupConfig dedupConfig = DedupConfig.load(readFileFromHDFS(
|
|
Paths.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/config/pub.new.tree.conf.json").toURI()).toFile().getAbsolutePath()
|
|
));
|
|
String inputPath = Paths.get(DedupLocalTest.class.getResource("/eu/dnetlib/pace/examples/publications.dump.1000.json").toURI()).toFile().getAbsolutePath();
|
|
String simRelsPath = workingPath + "/simrels";
|
|
|
|
Deduper.createSimRels(
|
|
dedupConfig,
|
|
spark,
|
|
inputPath,
|
|
simRelsPath,
|
|
true,
|
|
true
|
|
);
|
|
Dataset<Relation> noMatches = spark.read().load(simRelsPath).as(Encoders.bean(Relation.class));
|
|
|
|
System.out.println("noMatches = " + noMatches.count());
|
|
|
|
noMatches.foreach((ForeachFunction<Relation>) r -> System.out.println(r.getSource() + " " + r.getTarget()));
|
|
|
|
FileUtils.deleteDirectory(new File(workingPath));
|
|
}
|
|
} |