diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkWhitelistSimRels.java b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkWhitelistSimRels.java new file mode 100644 index 0000000000..fa7d335700 --- /dev/null +++ b/dhp-workflows/dhp-dedup-openaire/src/main/java/eu/dnetlib/dhp/oa/dedup/SparkWhitelistSimRels.java @@ -0,0 +1,151 @@ +package eu.dnetlib.dhp.oa.dedup; + +import java.io.IOException; +import java.util.Optional; + +import org.apache.commons.io.IOUtils; +import org.apache.spark.SparkConf; +import org.apache.spark.api.java.JavaPairRDD; +import org.apache.spark.api.java.JavaRDD; +import org.apache.spark.api.java.JavaSparkContext; +import org.apache.spark.api.java.function.FilterFunction; +import org.apache.spark.api.java.function.MapFunction; +import org.apache.spark.api.java.function.PairFunction; +import org.apache.spark.sql.Dataset; +import org.apache.spark.sql.Encoders; +import org.apache.spark.sql.SaveMode; +import org.apache.spark.sql.SparkSession; +import org.dom4j.DocumentException; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.xml.sax.SAXException; + +import eu.dnetlib.dhp.application.ArgumentApplicationParser; +import eu.dnetlib.dhp.oa.dedup.model.Block; +import eu.dnetlib.dhp.schema.oaf.DataInfo; +import eu.dnetlib.dhp.schema.oaf.Relation; +import eu.dnetlib.dhp.utils.ISLookupClientFactory; +import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException; +import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService; +import eu.dnetlib.pace.config.DedupConfig; +import eu.dnetlib.pace.model.MapDocument; +import eu.dnetlib.pace.util.MapDocumentUtil; +import scala.Tuple2; +import scala.Tuple3; + +public class SparkWhitelistSimRels extends AbstractSparkAction { + + private static final Logger log = LoggerFactory.getLogger(SparkCreateSimRels.class); + + private static final String WHITELIST_SEPARATOR = "####"; + + public SparkWhitelistSimRels(ArgumentApplicationParser parser, SparkSession spark) { + super(parser, spark); + } + + public static void main(String[] args) throws Exception { + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkCreateSimRels.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/whitelistSimRels_parameters.json"))); + parser.parseArgument(args); + + SparkConf conf = new SparkConf(); + new SparkWhitelistSimRels(parser, getSparkSession(conf)) + .run(ISLookupClientFactory.getLookUpService(parser.get("isLookUpUrl"))); + } + + @Override + public void run(ISLookUpService isLookUpService) + throws DocumentException, IOException, ISLookUpException, SAXException { + + // read oozie parameters + final String graphBasePath = parser.get("graphBasePath"); + final String isLookUpUrl = parser.get("isLookUpUrl"); + final String actionSetId = parser.get("actionSetId"); + final String workingPath = parser.get("workingPath"); + final int numPartitions = Optional + .ofNullable(parser.get("numPartitions")) + .map(Integer::valueOf) + .orElse(NUM_PARTITIONS); + final String whiteListPath = parser.get("whiteListPath"); + + log.info("numPartitions: '{}'", numPartitions); + log.info("graphBasePath: '{}'", graphBasePath); + log.info("isLookUpUrl: '{}'", isLookUpUrl); + log.info("actionSetId: '{}'", actionSetId); + log.info("workingPath: '{}'", workingPath); + log.info("whiteListPath: '{}'", whiteListPath); + + JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext()); + + //file format: source####target + Dataset> whiteListRels = spark.createDataset(sc + .textFile(whiteListPath) + //check if the line is in the correct format: id1####id2 + .filter(s -> s.contains(WHITELIST_SEPARATOR) && s.split(WHITELIST_SEPARATOR).length == 2) + .map(s -> new Tuple2<>(s.split(WHITELIST_SEPARATOR)[0], s.split(WHITELIST_SEPARATOR)[1])) + .rdd(), + Encoders.tuple(Encoders.STRING(), Encoders.STRING())); + + // for each dedup configuration + for (DedupConfig dedupConf : getConfigurations(isLookUpService, actionSetId)) { + + final String entity = dedupConf.getWf().getEntityType(); + final String subEntity = dedupConf.getWf().getSubEntityValue(); + log.info("Adding whitelist simrels for: '{}'", subEntity); + + final String outputPath = DedupUtility.createSimRelPath(workingPath, actionSetId, subEntity); + + Dataset> entities = spark.createDataset(sc + .textFile(DedupUtility.createEntityPath(graphBasePath, subEntity)) + .repartition(numPartitions) + .mapToPair( + (PairFunction) s -> { + MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s); + return new Tuple2<>(d.getIdentifier(), "present"); + }) + .rdd(), + Encoders.tuple(Encoders.STRING(), Encoders.STRING())); + + Dataset> whiteListRels1 = whiteListRels + .joinWith(entities, whiteListRels.col("_1").equalTo(entities.col("_1")), "inner") + .map((MapFunction, Tuple2>, Tuple2>) Tuple2::_1, Encoders.tuple(Encoders.STRING(), Encoders.STRING())); + + Dataset> whiteListRels2 = whiteListRels1 + .joinWith(entities, whiteListRels1.col("_2").equalTo(entities.col("_1")), "inner") + .map((MapFunction, Tuple2>, Tuple2>) Tuple2::_1, Encoders.tuple(Encoders.STRING(), Encoders.STRING())); + + Dataset whiteListSimRels = whiteListRels2 + .map((MapFunction, Relation>) + r -> createSimRel(r._1(), r._2(), entity), + Encoders.bean(Relation.class) + ); + + saveParquet(whiteListSimRels, outputPath, SaveMode.Append); + } + } + + private Relation createSimRel(String source, String target, String entity) { + final Relation r = new Relation(); + r.setSource(source); + r.setTarget(target); + r.setSubRelType("dedupSimilarity"); + r.setRelClass("isSimilarTo"); + r.setDataInfo(new DataInfo()); + + switch (entity) { + case "result": + r.setRelType("resultResult"); + break; + case "organization": + r.setRelType("organizationOrganization"); + break; + default: + throw new IllegalArgumentException("unmanaged entity type: " + entity); + } + return r; + } +} diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/scan/oozie_app/workflow.xml b/dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/scan/oozie_app/workflow.xml index 342d83e8e2..02fdd84317 100644 --- a/dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/scan/oozie_app/workflow.xml +++ b/dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/scan/oozie_app/workflow.xml @@ -20,6 +20,10 @@ workingPath path for the working directory + + whiteListPath + path for the whitelist of similarity relations + dedupGraphPath path for the output graph @@ -130,6 +134,34 @@ --workingPath${workingPath} --numPartitions8000 + + + + + + + yarn + cluster + Add Whitelist Similarity Relations + eu.dnetlib.dhp.oa.dedup.SparkWhitelistSimRels + dhp-dedup-openaire-${projectVersion}.jar + + --executor-memory=${sparkExecutorMemory} + --executor-cores=${sparkExecutorCores} + --driver-memory=${sparkDriverMemory} + --conf spark.extraListeners=${spark2ExtraListeners} + --conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners} + --conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress} + --conf spark.eventLog.dir=${nameNode}${spark2EventLogDir} + --conf spark.sql.shuffle.partitions=3840 + + --graphBasePath${graphBasePath} + --isLookUpUrl${isLookUpUrl} + --actionSetId${actionSetId} + --workingPath${workingPath} + --whiteListPath${whiteListPath} + --numPartitions8000 + diff --git a/dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/whitelistSimRels_parameters.json b/dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/whitelistSimRels_parameters.json new file mode 100644 index 0000000000..0a5cad7c43 --- /dev/null +++ b/dhp-workflows/dhp-dedup-openaire/src/main/resources/eu/dnetlib/dhp/oa/dedup/whitelistSimRels_parameters.json @@ -0,0 +1,38 @@ +[ + { + "paramName": "la", + "paramLongName": "isLookUpUrl", + "paramDescription": "address for the LookUp", + "paramRequired": true + }, + { + "paramName": "asi", + "paramLongName": "actionSetId", + "paramDescription": "action set identifier (name of the orchestrator)", + "paramRequired": true + }, + { + "paramName": "i", + "paramLongName": "graphBasePath", + "paramDescription": "the base path of the raw graph", + "paramRequired": true + }, + { + "paramName": "w", + "paramLongName": "workingPath", + "paramDescription": "path of the working directory", + "paramRequired": true + }, + { + "paramName": "np", + "paramLongName": "numPartitions", + "paramDescription": "number of partitions for the similarity relations intermediate phases", + "paramRequired": false + }, + { + "paramName": "wl", + "paramLongName": "whiteListPath", + "paramDescription": "whitelist file path for the addition of custom simrels", + "paramRequired": true + } +] \ No newline at end of file diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java index 2f992bd78a..fa03f93a6b 100644 --- a/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java +++ b/dhp-workflows/dhp-dedup-openaire/src/test/java/eu/dnetlib/dhp/oa/dedup/SparkDedupTest.java @@ -5,13 +5,16 @@ import static java.nio.file.Files.createTempDirectory; import static org.apache.spark.sql.functions.count; import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertTrue; import static org.mockito.Mockito.lenient; import java.io.File; +import java.io.FileReader; import java.io.IOException; import java.io.Serializable; import java.net.URISyntaxException; import java.nio.file.Paths; +import java.util.List; import org.apache.commons.io.FileUtils; import org.apache.commons.io.IOUtils; @@ -45,552 +48,634 @@ import scala.Tuple2; @TestMethodOrder(MethodOrderer.OrderAnnotation.class) public class SparkDedupTest implements Serializable { - @Mock(serializable = true) - ISLookUpService isLookUpService; - - private static SparkSession spark; - private static JavaSparkContext jsc; - - private static String testGraphBasePath; - private static String testOutputBasePath; - private static String testDedupGraphBasePath; - private static final String testActionSetId = "test-orchestrator"; - - @BeforeAll - public static void cleanUp() throws IOException, URISyntaxException { - - testGraphBasePath = Paths - .get(SparkDedupTest.class.getResource("/eu/dnetlib/dhp/dedup/entities").toURI()) - .toFile() - .getAbsolutePath(); - testOutputBasePath = createTempDirectory(SparkDedupTest.class.getSimpleName() + "-") - .toAbsolutePath() - .toString(); - - testDedupGraphBasePath = createTempDirectory(SparkDedupTest.class.getSimpleName() + "-") - .toAbsolutePath() - .toString(); - - FileUtils.deleteDirectory(new File(testOutputBasePath)); - FileUtils.deleteDirectory(new File(testDedupGraphBasePath)); - - final SparkConf conf = new SparkConf(); - conf.set("spark.sql.shuffle.partitions", "200"); - spark = SparkSession - .builder() - .appName(SparkDedupTest.class.getSimpleName()) - .master("local[*]") - .config(conf) - .getOrCreate(); - - jsc = JavaSparkContext.fromSparkContext(spark.sparkContext()); - - } - - @BeforeEach - public void setUp() throws IOException, ISLookUpException { - - lenient() - .when(isLookUpService.getResourceProfileByQuery(Mockito.contains(testActionSetId))) - .thenReturn( - IOUtils - .toString( - SparkDedupTest.class - .getResourceAsStream( - "/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml"))); - - lenient() - .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("organization"))) - .thenReturn( - IOUtils - .toString( - SparkDedupTest.class - .getResourceAsStream( - "/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json"))); - - lenient() - .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("publication"))) - .thenReturn( - IOUtils - .toString( - SparkDedupTest.class - .getResourceAsStream( - "/eu/dnetlib/dhp/dedup/conf/pub.curr.conf.json"))); - - lenient() - .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("software"))) - .thenReturn( - IOUtils - .toString( - SparkDedupTest.class - .getResourceAsStream( - "/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json"))); - - lenient() - .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("dataset"))) - .thenReturn( - IOUtils - .toString( - SparkDedupTest.class - .getResourceAsStream( - "/eu/dnetlib/dhp/dedup/conf/ds.curr.conf.json"))); - - lenient() - .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("otherresearchproduct"))) - .thenReturn( - IOUtils - .toString( - SparkDedupTest.class - .getResourceAsStream( - "/eu/dnetlib/dhp/dedup/conf/orp.curr.conf.json"))); - } - - @Test - @Order(1) - void createSimRelsTest() throws Exception { - - ArgumentApplicationParser parser = new ArgumentApplicationParser( - IOUtils - .toString( - SparkCreateSimRels.class - .getResourceAsStream( - "/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json"))); - - parser - .parseArgument( - new String[] { - "-i", testGraphBasePath, - "-asi", testActionSetId, - "-la", "lookupurl", - "-w", testOutputBasePath, - "-np", "50" - }); - - new SparkCreateSimRels(parser, spark).run(isLookUpService); - - long orgs_simrel = spark - .read() - .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "organization")) - .count(); - - long pubs_simrel = spark - .read() - .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "publication")) - .count(); - - long sw_simrel = spark - .read() - .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "software")) - .count(); - - long ds_simrel = spark - .read() - .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "dataset")) - .count(); - - long orp_simrel = spark - .read() - .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "otherresearchproduct")) - .count(); - - assertEquals(3082, orgs_simrel); - assertEquals(7036, pubs_simrel); - assertEquals(336, sw_simrel); - assertEquals(442, ds_simrel); - assertEquals(6750, orp_simrel); - } - - @Test - @Order(2) - void cutMergeRelsTest() throws Exception { - - ArgumentApplicationParser parser = new ArgumentApplicationParser( - IOUtils - .toString( - SparkCreateMergeRels.class - .getResourceAsStream( - "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json"))); - - parser - .parseArgument( - new String[] { - "-i", - testGraphBasePath, - "-asi", - testActionSetId, - "-la", - "lookupurl", - "-w", - testOutputBasePath, - "-cc", - "3" - }); - - new SparkCreateMergeRels(parser, spark).run(isLookUpService); - - long orgs_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel") - .as(Encoders.bean(Relation.class)) - .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) - .groupBy("source") - .agg(count("target").alias("cnt")) - .select("source", "cnt") - .where("cnt > 3") - .count(); - - long pubs_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel") - .as(Encoders.bean(Relation.class)) - .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) - .groupBy("source") - .agg(count("target").alias("cnt")) - .select("source", "cnt") - .where("cnt > 3") - .count(); - long sw_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel") - .as(Encoders.bean(Relation.class)) - .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) - .groupBy("source") - .agg(count("target").alias("cnt")) - .select("source", "cnt") - .where("cnt > 3") - .count(); - - long ds_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel") - .as(Encoders.bean(Relation.class)) - .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) - .groupBy("source") - .agg(count("target").alias("cnt")) - .select("source", "cnt") - .where("cnt > 3") - .count(); - - long orp_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel") - .as(Encoders.bean(Relation.class)) - .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) - .groupBy("source") - .agg(count("target").alias("cnt")) - .select("source", "cnt") - .where("cnt > 3") - .count(); - - assertEquals(0, orgs_mergerel); - assertEquals(0, pubs_mergerel); - assertEquals(0, sw_mergerel); - assertEquals(0, ds_mergerel); - assertEquals(0, orp_mergerel); - - FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel")); - FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel")); - FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/software_mergerel")); - FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel")); - FileUtils - .deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel")); - } - - @Test - @Order(3) - void createMergeRelsTest() throws Exception { - - ArgumentApplicationParser parser = new ArgumentApplicationParser( - IOUtils - .toString( - SparkCreateMergeRels.class - .getResourceAsStream( - "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json"))); - - parser - .parseArgument( - new String[] { - "-i", - testGraphBasePath, - "-asi", - testActionSetId, - "-la", - "lookupurl", - "-w", - testOutputBasePath - }); - - new SparkCreateMergeRels(parser, spark).run(isLookUpService); - - long orgs_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel") - .count(); - long pubs_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel") - .count(); - long sw_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel") - .count(); - long ds_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel") - .count(); - - long orp_mergerel = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel") - .count(); - - assertEquals(1272, orgs_mergerel); - assertEquals(1438, pubs_mergerel); - assertEquals(286, sw_mergerel); - assertEquals(472, ds_mergerel); - assertEquals(718, orp_mergerel); - - } - - @Test - @Order(4) - void createDedupRecordTest() throws Exception { - - ArgumentApplicationParser parser = new ArgumentApplicationParser( - IOUtils - .toString( - SparkCreateDedupRecord.class - .getResourceAsStream( - "/eu/dnetlib/dhp/oa/dedup/createDedupRecord_parameters.json"))); - parser - .parseArgument( - new String[] { - "-i", - testGraphBasePath, - "-asi", - testActionSetId, - "-la", - "lookupurl", - "-w", - testOutputBasePath - }); - - new SparkCreateDedupRecord(parser, spark).run(isLookUpService); - - long orgs_deduprecord = jsc - .textFile(testOutputBasePath + "/" + testActionSetId + "/organization_deduprecord") - .count(); - long pubs_deduprecord = jsc - .textFile(testOutputBasePath + "/" + testActionSetId + "/publication_deduprecord") - .count(); - long sw_deduprecord = jsc - .textFile(testOutputBasePath + "/" + testActionSetId + "/software_deduprecord") - .count(); - long ds_deduprecord = jsc.textFile(testOutputBasePath + "/" + testActionSetId + "/dataset_deduprecord").count(); - long orp_deduprecord = jsc - .textFile( - testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_deduprecord") - .count(); - - assertEquals(85, orgs_deduprecord); - assertEquals(65, pubs_deduprecord); - assertEquals(51, sw_deduprecord); - assertEquals(97, ds_deduprecord); - assertEquals(89, orp_deduprecord); - } - - @Test - @Order(5) - void updateEntityTest() throws Exception { - - ArgumentApplicationParser parser = new ArgumentApplicationParser( - IOUtils - .toString( - SparkUpdateEntity.class - .getResourceAsStream( - "/eu/dnetlib/dhp/oa/dedup/updateEntity_parameters.json"))); - parser - .parseArgument( - new String[] { - "-i", testGraphBasePath, "-w", testOutputBasePath, "-o", testDedupGraphBasePath - }); - - new SparkUpdateEntity(parser, spark).run(isLookUpService); - - long organizations = jsc.textFile(testDedupGraphBasePath + "/organization").count(); - long publications = jsc.textFile(testDedupGraphBasePath + "/publication").count(); - long projects = jsc.textFile(testDedupGraphBasePath + "/project").count(); - long datasource = jsc.textFile(testDedupGraphBasePath + "/datasource").count(); - long softwares = jsc.textFile(testDedupGraphBasePath + "/software").count(); - long dataset = jsc.textFile(testDedupGraphBasePath + "/dataset").count(); - long otherresearchproduct = jsc.textFile(testDedupGraphBasePath + "/otherresearchproduct").count(); - - long mergedOrgs = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel") - .as(Encoders.bean(Relation.class)) - .where("relClass=='merges'") - .javaRDD() - .map(Relation::getTarget) - .distinct() - .count(); - - long mergedPubs = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel") - .as(Encoders.bean(Relation.class)) - .where("relClass=='merges'") - .javaRDD() - .map(Relation::getTarget) - .distinct() - .count(); - - long mergedSw = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel") - .as(Encoders.bean(Relation.class)) - .where("relClass=='merges'") - .javaRDD() - .map(Relation::getTarget) - .distinct() - .count(); - - long mergedDs = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel") - .as(Encoders.bean(Relation.class)) - .where("relClass=='merges'") - .javaRDD() - .map(Relation::getTarget) - .distinct() - .count(); - - long mergedOrp = spark - .read() - .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel") - .as(Encoders.bean(Relation.class)) - .where("relClass=='merges'") - .javaRDD() - .map(Relation::getTarget) - .distinct() - .count(); - - assertEquals(896, publications); - assertEquals(838, organizations); - assertEquals(100, projects); - assertEquals(100, datasource); - assertEquals(200, softwares); - assertEquals(389, dataset); - assertEquals(517, otherresearchproduct); - - long deletedOrgs = jsc - .textFile(testDedupGraphBasePath + "/organization") - .filter(this::isDeletedByInference) - .count(); - - long deletedPubs = jsc - .textFile(testDedupGraphBasePath + "/publication") - .filter(this::isDeletedByInference) - .count(); - - long deletedSw = jsc - .textFile(testDedupGraphBasePath + "/software") - .filter(this::isDeletedByInference) - .count(); - - long deletedDs = jsc - .textFile(testDedupGraphBasePath + "/dataset") - .filter(this::isDeletedByInference) - .count(); - - long deletedOrp = jsc - .textFile(testDedupGraphBasePath + "/otherresearchproduct") - .filter(this::isDeletedByInference) - .count(); - - assertEquals(mergedOrgs, deletedOrgs); - assertEquals(mergedPubs, deletedPubs); - assertEquals(mergedSw, deletedSw); - assertEquals(mergedDs, deletedDs); - assertEquals(mergedOrp, deletedOrp); - } - - @Test - @Order(6) - void propagateRelationTest() throws Exception { - - ArgumentApplicationParser parser = new ArgumentApplicationParser( - IOUtils - .toString( - SparkPropagateRelation.class - .getResourceAsStream( - "/eu/dnetlib/dhp/oa/dedup/propagateRelation_parameters.json"))); - parser - .parseArgument( - new String[] { - "-i", testGraphBasePath, "-w", testOutputBasePath, "-o", testDedupGraphBasePath - }); - - new SparkPropagateRelation(parser, spark).run(isLookUpService); - - long relations = jsc.textFile(testDedupGraphBasePath + "/relation").count(); - - assertEquals(4860, relations); - - // check deletedbyinference - final Dataset mergeRels = spark - .read() - .load(DedupUtility.createMergeRelPath(testOutputBasePath, "*", "*")) - .as(Encoders.bean(Relation.class)); - final JavaPairRDD mergedIds = mergeRels - .where("relClass == 'merges'") - .select(mergeRels.col("target")) - .distinct() - .toJavaRDD() - .mapToPair( - (PairFunction) r -> new Tuple2(r.getString(0), "d")); - - JavaRDD toCheck = jsc - .textFile(testDedupGraphBasePath + "/relation") - .mapToPair(json -> new Tuple2<>(MapDocumentUtil.getJPathString("$.source", json), json)) - .join(mergedIds) - .map(t -> t._2()._1()) - .mapToPair(json -> new Tuple2<>(MapDocumentUtil.getJPathString("$.target", json), json)) - .join(mergedIds) - .map(t -> t._2()._1()); - - long deletedbyinference = toCheck.filter(this::isDeletedByInference).count(); - long updated = toCheck.count(); - - assertEquals(updated, deletedbyinference); - } - - @Test - @Order(7) - void testRelations() throws Exception { - testUniqueness("/eu/dnetlib/dhp/dedup/test/relation_1.json", 12, 10); - testUniqueness("/eu/dnetlib/dhp/dedup/test/relation_2.json", 10, 2); - } - - private void testUniqueness(String path, int expected_total, int expected_unique) { - Dataset rel = spark - .read() - .textFile(getClass().getResource(path).getPath()) - .map( - (MapFunction) s -> new ObjectMapper().readValue(s, Relation.class), - Encoders.bean(Relation.class)); - - assertEquals(expected_total, rel.count()); - assertEquals(expected_unique, rel.distinct().count()); - } - - @AfterAll - public static void finalCleanUp() throws IOException { - FileUtils.deleteDirectory(new File(testOutputBasePath)); - FileUtils.deleteDirectory(new File(testDedupGraphBasePath)); - } - - public boolean isDeletedByInference(String s) { - return s.contains("\"deletedbyinference\":true"); - } + @Mock(serializable = true) + ISLookUpService isLookUpService; + + private static SparkSession spark; + private static JavaSparkContext jsc; + + private static String testGraphBasePath; + private static String testOutputBasePath; + private static String testDedupGraphBasePath; + private static final String testActionSetId = "test-orchestrator"; + private static String whitelistPath; + private static List whiteList; + + private static String WHITELIST_SEPARATOR = "####"; + + @BeforeAll + public static void cleanUp() throws IOException, URISyntaxException { + + testGraphBasePath = Paths + .get(SparkDedupTest.class.getResource("/eu/dnetlib/dhp/dedup/entities").toURI()) + .toFile() + .getAbsolutePath(); + testOutputBasePath = createTempDirectory(SparkDedupTest.class.getSimpleName() + "-") + .toAbsolutePath() + .toString(); + + testDedupGraphBasePath = createTempDirectory(SparkDedupTest.class.getSimpleName() + "-") + .toAbsolutePath() + .toString(); + + whitelistPath = Paths + .get(SparkDedupTest.class.getResource("/eu/dnetlib/dhp/dedup/whitelist.simrels.txt").toURI()) + .toFile() + .getAbsolutePath(); + whiteList = IOUtils.readLines(new FileReader(whitelistPath)); + + FileUtils.deleteDirectory(new File(testOutputBasePath)); + FileUtils.deleteDirectory(new File(testDedupGraphBasePath)); + + final SparkConf conf = new SparkConf(); + conf.set("spark.sql.shuffle.partitions", "200"); + spark = SparkSession + .builder() + .appName(SparkDedupTest.class.getSimpleName()) + .master("local[*]") + .config(conf) + .getOrCreate(); + + jsc = JavaSparkContext.fromSparkContext(spark.sparkContext()); + + } + + @BeforeEach + public void setUp() throws IOException, ISLookUpException { + + lenient() + .when(isLookUpService.getResourceProfileByQuery(Mockito.contains(testActionSetId))) + .thenReturn( + IOUtils + .toString( + SparkDedupTest.class + .getResourceAsStream( + "/eu/dnetlib/dhp/dedup/profiles/mock_orchestrator.xml"))); + + lenient() + .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("organization"))) + .thenReturn( + IOUtils + .toString( + SparkDedupTest.class + .getResourceAsStream( + "/eu/dnetlib/dhp/dedup/conf/org.curr.conf.json"))); + + lenient() + .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("publication"))) + .thenReturn( + IOUtils + .toString( + SparkDedupTest.class + .getResourceAsStream( + "/eu/dnetlib/dhp/dedup/conf/pub.curr.conf.json"))); + + lenient() + .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("software"))) + .thenReturn( + IOUtils + .toString( + SparkDedupTest.class + .getResourceAsStream( + "/eu/dnetlib/dhp/dedup/conf/sw.curr.conf.json"))); + + lenient() + .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("dataset"))) + .thenReturn( + IOUtils + .toString( + SparkDedupTest.class + .getResourceAsStream( + "/eu/dnetlib/dhp/dedup/conf/ds.curr.conf.json"))); + + lenient() + .when(isLookUpService.getResourceProfileByQuery(Mockito.contains("otherresearchproduct"))) + .thenReturn( + IOUtils + .toString( + SparkDedupTest.class + .getResourceAsStream( + "/eu/dnetlib/dhp/dedup/conf/orp.curr.conf.json"))); + } + + @Test + @Order(1) + void createSimRelsTest() throws Exception { + + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkCreateSimRels.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/createSimRels_parameters.json"))); + + parser + .parseArgument( + new String[]{ + "-i", testGraphBasePath, + "-asi", testActionSetId, + "-la", "lookupurl", + "-w", testOutputBasePath, + "-np", "50" + }); + + new SparkCreateSimRels(parser, spark).run(isLookUpService); + + long orgs_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "organization")) + .count(); + + long pubs_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "publication")) + .count(); + + long sw_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "software")) + .count(); + + long ds_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "dataset")) + .count(); + + long orp_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "otherresearchproduct")) + .count(); + + assertEquals(3082, orgs_simrel); + assertEquals(7036, pubs_simrel); + assertEquals(336, sw_simrel); + assertEquals(442, ds_simrel); + assertEquals(6750, orp_simrel); + } + + @Test + @Order(2) + void whitelistSimRelsTest() throws Exception { + + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkWhitelistSimRels.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/whitelistSimRels_parameters.json"))); + + parser + .parseArgument( + new String[]{ + "-i", testGraphBasePath, + "-asi", testActionSetId, + "-la", "lookupurl", + "-w", testOutputBasePath, + "-np", "50", + "-wl", whitelistPath + }); + + new SparkWhitelistSimRels(parser, spark).run(isLookUpService); + + long orgs_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "organization")) + .count(); + + long pubs_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "publication")) + .count(); + + long ds_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "dataset")) + .count(); + + long orp_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "otherresearchproduct")) + .count(); + + //entities simrels supposed to be equal to the number of previous step (no rels in whitelist) + assertEquals(3082, orgs_simrel); + assertEquals(7036, pubs_simrel); + assertEquals(442, ds_simrel); + assertEquals(6750, orp_simrel); + + //entities simrels to be different from the number of previous step (new simrels in the whitelist) + Dataset sw_simrel = spark + .read() + .load(DedupUtility.createSimRelPath(testOutputBasePath, testActionSetId, "software")); + + //check if the first relation in the whitelist exists + assertTrue(sw_simrel + .as(Encoders.bean(Relation.class)) + .toJavaRDD() + .filter(rel -> + rel.getSource().equalsIgnoreCase(whiteList.get(0).split(WHITELIST_SEPARATOR)[0]) && rel.getTarget().equalsIgnoreCase(whiteList.get(0).split(WHITELIST_SEPARATOR)[1])).count() > 0); + //check if the second relation in the whitelist exists + assertTrue(sw_simrel + .as(Encoders.bean(Relation.class)) + .toJavaRDD() + .filter(rel -> + rel.getSource().equalsIgnoreCase(whiteList.get(1).split(WHITELIST_SEPARATOR)[0]) && rel.getTarget().equalsIgnoreCase(whiteList.get(1).split(WHITELIST_SEPARATOR)[1])).count() > 0); + + assertEquals(338, sw_simrel.count()); + + } + + @Test + @Order(3) + void cutMergeRelsTest() throws Exception { + + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkCreateMergeRels.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json"))); + + parser + .parseArgument( + new String[]{ + "-i", + testGraphBasePath, + "-asi", + testActionSetId, + "-la", + "lookupurl", + "-w", + testOutputBasePath, + "-cc", + "3" + }); + + new SparkCreateMergeRels(parser, spark).run(isLookUpService); + + long orgs_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel") + .as(Encoders.bean(Relation.class)) + .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) + .groupBy("source") + .agg(count("target").alias("cnt")) + .select("source", "cnt") + .where("cnt > 3") + .count(); + + long pubs_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel") + .as(Encoders.bean(Relation.class)) + .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) + .groupBy("source") + .agg(count("target").alias("cnt")) + .select("source", "cnt") + .where("cnt > 3") + .count(); + long sw_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel") + .as(Encoders.bean(Relation.class)) + .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) + .groupBy("source") + .agg(count("target").alias("cnt")) + .select("source", "cnt") + .where("cnt > 3") + .count(); + + long ds_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel") + .as(Encoders.bean(Relation.class)) + .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) + .groupBy("source") + .agg(count("target").alias("cnt")) + .select("source", "cnt") + .where("cnt > 3") + .count(); + + long orp_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel") + .as(Encoders.bean(Relation.class)) + .filter((FilterFunction) r -> r.getRelClass().equalsIgnoreCase("merges")) + .groupBy("source") + .agg(count("target").alias("cnt")) + .select("source", "cnt") + .where("cnt > 3") + .count(); + + assertEquals(0, orgs_mergerel); + assertEquals(0, pubs_mergerel); + assertEquals(0, sw_mergerel); + assertEquals(0, ds_mergerel); + assertEquals(0, orp_mergerel); + + FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel")); + FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel")); + FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/software_mergerel")); + FileUtils.deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel")); + FileUtils + .deleteDirectory(new File(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel")); + } + + @Test + @Order(4) + void createMergeRelsTest() throws Exception { + + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkCreateMergeRels.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/createCC_parameters.json"))); + + parser + .parseArgument( + new String[]{ + "-i", + testGraphBasePath, + "-asi", + testActionSetId, + "-la", + "lookupurl", + "-w", + testOutputBasePath + }); + + new SparkCreateMergeRels(parser, spark).run(isLookUpService); + + long orgs_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel") + .count(); + long pubs_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel") + .count(); + long sw_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel") + .count(); + long ds_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel") + .count(); + + long orp_mergerel = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel") + .count(); + + assertEquals(1272, orgs_mergerel); + assertEquals(1438, pubs_mergerel); + assertEquals(286, sw_mergerel); + assertEquals(472, ds_mergerel); + assertEquals(718, orp_mergerel); + + } + + @Test + @Order(5) + void createDedupRecordTest() throws Exception { + + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkCreateDedupRecord.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/createDedupRecord_parameters.json"))); + parser + .parseArgument( + new String[]{ + "-i", + testGraphBasePath, + "-asi", + testActionSetId, + "-la", + "lookupurl", + "-w", + testOutputBasePath + }); + + new SparkCreateDedupRecord(parser, spark).run(isLookUpService); + + long orgs_deduprecord = jsc + .textFile(testOutputBasePath + "/" + testActionSetId + "/organization_deduprecord") + .count(); + long pubs_deduprecord = jsc + .textFile(testOutputBasePath + "/" + testActionSetId + "/publication_deduprecord") + .count(); + long sw_deduprecord = jsc + .textFile(testOutputBasePath + "/" + testActionSetId + "/software_deduprecord") + .count(); + long ds_deduprecord = jsc.textFile(testOutputBasePath + "/" + testActionSetId + "/dataset_deduprecord").count(); + long orp_deduprecord = jsc + .textFile( + testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_deduprecord") + .count(); + + assertEquals(85, orgs_deduprecord); + assertEquals(65, pubs_deduprecord); + assertEquals(49, sw_deduprecord); + assertEquals(97, ds_deduprecord); + assertEquals(89, orp_deduprecord); + } + + @Test + @Order(6) + void updateEntityTest() throws Exception { + + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkUpdateEntity.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/updateEntity_parameters.json"))); + parser + .parseArgument( + new String[]{ + "-i", testGraphBasePath, "-w", testOutputBasePath, "-o", testDedupGraphBasePath + }); + + new SparkUpdateEntity(parser, spark).run(isLookUpService); + + long organizations = jsc.textFile(testDedupGraphBasePath + "/organization").count(); + long publications = jsc.textFile(testDedupGraphBasePath + "/publication").count(); + long projects = jsc.textFile(testDedupGraphBasePath + "/project").count(); + long datasource = jsc.textFile(testDedupGraphBasePath + "/datasource").count(); + long softwares = jsc.textFile(testDedupGraphBasePath + "/software").count(); + long dataset = jsc.textFile(testDedupGraphBasePath + "/dataset").count(); + long otherresearchproduct = jsc.textFile(testDedupGraphBasePath + "/otherresearchproduct").count(); + + long mergedOrgs = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/organization_mergerel") + .as(Encoders.bean(Relation.class)) + .where("relClass=='merges'") + .javaRDD() + .map(Relation::getTarget) + .distinct() + .count(); + + long mergedPubs = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/publication_mergerel") + .as(Encoders.bean(Relation.class)) + .where("relClass=='merges'") + .javaRDD() + .map(Relation::getTarget) + .distinct() + .count(); + + long mergedSw = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/software_mergerel") + .as(Encoders.bean(Relation.class)) + .where("relClass=='merges'") + .javaRDD() + .map(Relation::getTarget) + .distinct() + .count(); + + long mergedDs = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/dataset_mergerel") + .as(Encoders.bean(Relation.class)) + .where("relClass=='merges'") + .javaRDD() + .map(Relation::getTarget) + .distinct() + .count(); + + long mergedOrp = spark + .read() + .load(testOutputBasePath + "/" + testActionSetId + "/otherresearchproduct_mergerel") + .as(Encoders.bean(Relation.class)) + .where("relClass=='merges'") + .javaRDD() + .map(Relation::getTarget) + .distinct() + .count(); + + assertEquals(896, publications); + assertEquals(838, organizations); + assertEquals(100, projects); + assertEquals(100, datasource); + assertEquals(198, softwares); + assertEquals(389, dataset); + assertEquals(517, otherresearchproduct); + + long deletedOrgs = jsc + .textFile(testDedupGraphBasePath + "/organization") + .filter(this::isDeletedByInference) + .count(); + + long deletedPubs = jsc + .textFile(testDedupGraphBasePath + "/publication") + .filter(this::isDeletedByInference) + .count(); + + long deletedSw = jsc + .textFile(testDedupGraphBasePath + "/software") + .filter(this::isDeletedByInference) + .count(); + + long deletedDs = jsc + .textFile(testDedupGraphBasePath + "/dataset") + .filter(this::isDeletedByInference) + .count(); + + long deletedOrp = jsc + .textFile(testDedupGraphBasePath + "/otherresearchproduct") + .filter(this::isDeletedByInference) + .count(); + + assertEquals(mergedOrgs, deletedOrgs); + assertEquals(mergedPubs, deletedPubs); + assertEquals(mergedSw, deletedSw); + assertEquals(mergedDs, deletedDs); + assertEquals(mergedOrp, deletedOrp); + } + + @Test + @Order(7) + void propagateRelationTest() throws Exception { + + ArgumentApplicationParser parser = new ArgumentApplicationParser( + IOUtils + .toString( + SparkPropagateRelation.class + .getResourceAsStream( + "/eu/dnetlib/dhp/oa/dedup/propagateRelation_parameters.json"))); + parser + .parseArgument( + new String[]{ + "-i", testGraphBasePath, "-w", testOutputBasePath, "-o", testDedupGraphBasePath + }); + + new SparkPropagateRelation(parser, spark).run(isLookUpService); + + long relations = jsc.textFile(testDedupGraphBasePath + "/relation").count(); + + assertEquals(4860, relations); + + // check deletedbyinference + final Dataset mergeRels = spark + .read() + .load(DedupUtility.createMergeRelPath(testOutputBasePath, "*", "*")) + .as(Encoders.bean(Relation.class)); + final JavaPairRDD mergedIds = mergeRels + .where("relClass == 'merges'") + .select(mergeRels.col("target")) + .distinct() + .toJavaRDD() + .mapToPair( + (PairFunction) r -> new Tuple2(r.getString(0), "d")); + + JavaRDD toCheck = jsc + .textFile(testDedupGraphBasePath + "/relation") + .mapToPair(json -> new Tuple2<>(MapDocumentUtil.getJPathString("$.source", json), json)) + .join(mergedIds) + .map(t -> t._2()._1()) + .mapToPair(json -> new Tuple2<>(MapDocumentUtil.getJPathString("$.target", json), json)) + .join(mergedIds) + .map(t -> t._2()._1()); + + long deletedbyinference = toCheck.filter(this::isDeletedByInference).count(); + long updated = toCheck.count(); + + assertEquals(updated, deletedbyinference); + } + + @Test + @Order(8) + void testRelations() throws Exception { + testUniqueness("/eu/dnetlib/dhp/dedup/test/relation_1.json", 12, 10); + testUniqueness("/eu/dnetlib/dhp/dedup/test/relation_2.json", 10, 2); + } + + private void testUniqueness(String path, int expected_total, int expected_unique) { + Dataset rel = spark + .read() + .textFile(getClass().getResource(path).getPath()) + .map( + (MapFunction) s -> new ObjectMapper().readValue(s, Relation.class), + Encoders.bean(Relation.class)); + + assertEquals(expected_total, rel.count()); + assertEquals(expected_unique, rel.distinct().count()); + } + + @AfterAll + public static void finalCleanUp() throws IOException { + FileUtils.deleteDirectory(new File(testOutputBasePath)); + FileUtils.deleteDirectory(new File(testDedupGraphBasePath)); + } + + public boolean isDeletedByInference(String s) { + return s.contains("\"deletedbyinference\":true"); + } } diff --git a/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/whitelist.simrels.txt b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/whitelist.simrels.txt new file mode 100644 index 0000000000..862ca466d1 --- /dev/null +++ b/dhp-workflows/dhp-dedup-openaire/src/test/resources/eu/dnetlib/dhp/dedup/whitelist.simrels.txt @@ -0,0 +1,2 @@ +50|r37b0ad08687::f645b9729d1e1025a72c57883f0f2cac####50|r37b0ad08687::4c55b436743b5c49fa32cd582fd9e1aa +50|datacite____::a90f49f9fde5393c00633bea6e4e374a####50|datacite____::5f55cdee77303ba8a2bf9996c32a330c \ No newline at end of file diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/contexts.sh b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/contexts.sh index 6c5823b0ca..6d42ab13d4 100644 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/contexts.sh +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/contexts.sh @@ -16,7 +16,7 @@ curl -L ${CONTEXT_API}/contexts/?type=ri,community -H "accept: application/json" cat contexts.csv | cut -d , -f1 | xargs -I {} curl -L ${CONTEXT_API}/context/{}/?all=true | /usr/local/sbin/jq -r '.[]|"\(.id|split(":")[0]),\(.id),\(.label)"' > categories.csv cat categories.csv | cut -d , -f2 | sed 's/:/%3A/g'| xargs -I {} curl -L ${CONTEXT_API}/context/category/{}/?all=true | /usr/local/sbin/jq -r '.[]|"\(.id|split("::")[0])::\(.id|split("::")[1]),\(.id),\(.label)"' > concepts.csv cat contexts.csv | sed 's/^\(.*\),\(.*\)/\1,\1::other,\2/' >> categories.csv -cat categories.csv | grep -v ::other | sed 's/^.*,\(.*\),\(.*\)/\1,\1::other,\2/' >> concepts.csv +cat categories.csv | sed 's/^.*,\(.*\),\(.*\)/\1,\1::other,\2/' >> concepts.csv echo "uploading context data to hdfs" hdfs dfs -mkdir ${TMP} diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/indicators.sh b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/indicators.sh index fb944f4ffb..93faa43d63 100644 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/indicators.sh +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/indicators.sh @@ -15,5 +15,5 @@ hdfs dfs -copyToLocal $SCRIPT_PATH echo "Creating indicators" impala-shell -q "invalidate metadata" impala-shell -d ${TARGET} -q "show tables" --delimited | sed "s/^\(.*\)/compute stats ${TARGET}.\1;/" | impala-shell -c -f - -cat step16_7-createIndicatorsTables.sql | impala-shell -d $TARGET -f - +cat step16-createIndicatorsTables.sql | impala-shell -d $TARGET -f - echo "Indicators created" \ No newline at end of file diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory.sh b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory-post.sh similarity index 58% rename from dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory.sh rename to dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory-post.sh index ff03bca038..db8d39af2a 100644 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory.sh +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory-post.sh @@ -9,16 +9,9 @@ fi export SOURCE=$1 export TARGET=$2 export SHADOW=$3 -export SCRIPT_PATH=$4 -echo "Getting file from " $4 -hdfs dfs -copyToLocal $4 - -echo "Creating observatory database" -impala-shell -q "drop database if exists ${TARGET} cascade" -impala-shell -q "create database if not exists ${TARGET}" -impala-shell -d ${SOURCE} -q "show tables" --delimited | sed "s/\(.*\)/create view ${TARGET}.\1 as select * from ${SOURCE}.\1;/" | impala-shell -f - -cat step21-createObservatoryDB.sql | sed s/SOURCE/$1/g | sed s/TARGET/$2/g1 | impala-shell -f - +impala-shell -q "invalidate metadata;" +impala-shell -d ${TARGET} -q "show tables" --delimited | sed "s/\(.*\)/compute stats ${TARGET}.\1;/" | impala-shell -f - echo "Impala shell finished" echo "Updating shadow observatory database" diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory-pre.sh b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory-pre.sh new file mode 100644 index 0000000000..92543b8b8c --- /dev/null +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/observatory-pre.sh @@ -0,0 +1,16 @@ +export PYTHON_EGG_CACHE=/home/$(whoami)/.python-eggs +export link_folder=/tmp/impala-shell-python-egg-cache-$(whoami) +if ! [ -L $link_folder ] +then + rm -Rf "$link_folder" + ln -sfn ${PYTHON_EGG_CACHE}${link_folder} ${link_folder} +fi + +export SOURCE=$1 +export TARGET=$2 +export SHADOW=$3 + +echo "Creating observatory database" +impala-shell -q "drop database if exists ${TARGET} cascade" +impala-shell -q "create database if not exists ${TARGET}" +impala-shell -d ${SOURCE} -q "show tables" --delimited | sed "s/\(.*\)/create view ${TARGET}.\1 as select * from ${SOURCE}.\1;/" | impala-shell -f - \ No newline at end of file diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step10.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step10.sql index 77fbd3b18d..fc0162a9c5 100644 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step10.sql +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step10.sql @@ -23,6 +23,11 @@ CREATE OR REPLACE VIEW ${stats_db_name}.rndexpediture AS SELECT * FROM ${external_stats_db_name}.rndexpediture; +CREATE OR REPLACE VIEW ${stats_db_name}.licenses_normalized AS +SELECT * +FROM ${external_stats_db_name}.licenses_normalized; + + ------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------ -- Creation date of the database diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16_6.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step15_5.sql similarity index 100% rename from dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16_6.sql rename to dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step15_5.sql diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16_7-createIndicatorsTables.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16-createIndicatorsTables.sql similarity index 100% rename from dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16_7-createIndicatorsTables.sql rename to dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16-createIndicatorsTables.sql diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16.sql deleted file mode 100644 index 481fd9e8c2..0000000000 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16.sql +++ /dev/null @@ -1,62 +0,0 @@ ----------------------------------------------------- --- Shortcuts for various definitions in stats db --- ----------------------------------------------------- - --- Peer reviewed: --- Results that have been collected from Crossref -create table ${stats_db_name}.result_peerreviewed as -with peer_reviewed as ( - select distinct r.id as id - from ${stats_db_name}.result r - join ${stats_db_name}.result_sources rs on rs.id=r.id - join ${stats_db_name}.datasource d on d.id=rs.datasource - where d.name='Crossref') -select distinct peer_reviewed.id as id, true as peer_reviewed -from peer_reviewed -union all -select distinct r.id as id, false as peer_reviewed -from ${stats_db_name}.result r -left outer join peer_reviewed pr on pr.id=r.id -where pr.id is null; - --- Green OA: --- OA results that are hosted by an Institutional repository and have NOT been harvested from a DOAJ journal. -create table ${stats_db_name}.result_greenoa as -with result_green as ( - select distinct r.id as id - from ${stats_db_name}.result r - join ${stats_db_name}.result_datasources rd on rd.id=r.id - join ${stats_db_name}.datasource d on d.id=rd.datasource - left outer join ( - select rd.id from ${stats_db_name}.result_datasources rd - join ${stats_db_name}.datasource d on rd.datasource=d.id - join ${stats_db_name}.datasource_sources sds on sds.id=d.id - join ${stats_db_name}.datasource sd on sd.id=sds.datasource - where sd.name='DOAJ-ARTICLES' - ) as doaj on doaj.id=r.id - where r.bestlicence in ('Open Access', 'Open Source') and d.type='Institutional Repository' and doaj.id is null) -select distinct result_green.id, true as green -from result_green -union all -select distinct r.id as id, false as green -from ${stats_db_name}.result r -left outer join result_green rg on rg.id=r.id -where rg.id is null; - --- GOLD OA: --- OA results that have been harvested from a DOAJ journal. -create table ${stats_db_name}.result_gold as -with result_gold as ( - select distinct r.id as id - from ${stats_db_name}.result r - join ${stats_db_name}.result_datasources rd on rd.id=r.id - join ${stats_db_name}.datasource d on d.id=rd.datasource - join ${stats_db_name}.datasource_sources sds on sds.id=d.id - join ${stats_db_name}.datasource sd on sd.id=sds.datasource - where r.type='publication' and r.bestlicence='Open Access' and sd.name='DOAJ-Articles') -select distinct result_gold.id, true as gold -from result_gold -union all -select distinct r.id, false as gold -from ${stats_db_name}.result r -where r.id not in (select id from result_gold); \ No newline at end of file diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16_1-definitions.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16_1-definitions.sql new file mode 100644 index 0000000000..6b4d9b1b0a --- /dev/null +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16_1-definitions.sql @@ -0,0 +1,22 @@ +---------------------------------------------------- +-- Shortcuts for various definitions in stats db --- +---------------------------------------------------- + +-- Peer reviewed: +create table ${stats_db_name}.result_peerreviewed as +select r.id as id, case when doi.doi_from_crossref=1 and grey.grey_lit=0 then true else false end as peer_reviewed +from ${stats_db_name}.result r +left outer join ${stats_db_name}.indi_pub_doi_from_crossref doi on doi.id=r.id +left outer join ${stats_db_name}.indi_pub_grey_lit grey on grey.id=r.id; + +-- Green OA: +create table ${stats_db_name}.result_greenoa as +select r.id, case when green.green_oa=1 then true else false end as green +from ${stats_db_name}.result r +left outer join ${stats_db_name}.indi_pub_green_oa green on green.id=r.id; + +-- GOLD OA: +create table ${stats_db_name}.result_gold as +select r.id, case when gold.gold_oa=1 then true else false end as gold +from ${stats_db_name}.result r + left outer join ${stats_db_name}.indi_pub_gold_oa gold on gold.id=r.id; \ No newline at end of file diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step20-createMonitorDB.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step20-createMonitorDB.sql index 5da0283047..9ea50d4886 100644 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step20-createMonitorDB.sql +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step20-createMonitorDB.sql @@ -104,25 +104,42 @@ create table TARGET.project_results as select id as result, project as id from T compute stats TARGET.project_results; -- indicators -create table TARGET.indi_pub_green_oa as select * from SOURCE.indi_pub_green_oa orig where exists (select 1 from TARGET.result r where r.id=orig.id); -compute stats TARGET.indi_pub_green_oa; - -create table TARGET.indi_pub_grey_lit as select * from SOURCE.indi_pub_grey_lit orig where exists (select 1 from TARGET.result r where r.id=orig.id); -compute stats TARGET.indi_pub_grey_lit; - -create table TARGET.indi_pub_doi_from_crossref as select * from SOURCE.indi_pub_doi_from_crossref orig where exists (select 1 from TARGET.result r where r.id=orig.id); -compute stats TARGET.indi_pub_doi_from_crossref; - -create table TARGET.indi_pub_gold_oa as select * from SOURCE.indi_pub_gold_oa orig where exists (select 1 from TARGET.result r where r.id=orig.id); -compute stats TARGET.indi_pub_gold_oa; - +create view TARGET.indi_dataset_avg_year_content_oa as select * from SOURCE.indi_dataset_avg_year_content_oa orig; +create view TARGET.indi_dataset_avg_year_context_oa as select * from SOURCE.indi_dataset_avg_year_context_oa orig; create view TARGET.indi_dataset_avg_year_country_oa as select * from SOURCE.indi_dataset_avg_year_country_oa orig; + +create view TARGET.indi_other_avg_year_content_oa as select * from SOURCE.indi_other_avg_year_content_oa orig; +create view TARGET.indi_other_avg_year_context_oa as select * from SOURCE.indi_other_avg_year_context_oa orig; +create view TARGET.indi_other_avg_year_country_oa as select * from SOURCE.indi_other_avg_year_country_oa orig; + create view TARGET.indi_project_datasets_count as select * from SOURCE.indi_project_datasets_count orig; create view TARGET.indi_project_otherresearch_count as select * from SOURCE.indi_project_otherresearch_count orig; create view TARGET.indi_project_pubs_count as select * from SOURCE.indi_project_pubs_count orig; create view TARGET.indi_project_software_count as select * from SOURCE.indi_project_software_count orig; + +create view TARGET.indi_pub_avg_year_content_oa as select * from SOURCE.indi_pub_avg_year_content_oa orig; +create view TARGET.indi_pub_avg_year_context_oa as select * from SOURCE.indi_pub_avg_year_context_oa orig; create view TARGET.indi_pub_avg_year_country_oa as select * from SOURCE.indi_pub_avg_year_country_oa orig; +create table TARGET.indi_pub_green_oa as select * from SOURCE.indi_pub_green_oa orig where exists (select 1 from TARGET.result r where r.id=orig.id); +compute stats TARGET.indi_pub_green_oa; +create table TARGET.indi_pub_grey_lit as select * from SOURCE.indi_pub_grey_lit orig where exists (select 1 from TARGET.result r where r.id=orig.id); +compute stats TARGET.indi_pub_grey_lit; +create table TARGET.indi_pub_doi_from_crossref as select * from SOURCE.indi_pub_doi_from_crossref orig where exists (select 1 from TARGET.result r where r.id=orig.id); +compute stats TARGET.indi_pub_doi_from_crossref; +create table TARGET.indi_pub_gold_oa as select * from SOURCE.indi_pub_gold_oa orig where exists (select 1 from TARGET.result r where r.id=orig.id); +compute stats TARGET.indi_pub_gold_oa; +create table TARGET.indi_pub_has_abstract as select * from SOURCE.indi_pub_has_abstract orig where exists (select 1 from TARGET.result r where r.id=orig.id); +compute stats TARGET.indi_pub_has_abstract; +create table TARGET.indi_pub_has_cc_licence as select * from SOURCE.indi_pub_has_cc_licence orig where exists (select 1 from TARGET.result r where r.id=orig.id); +compute stats TARGET.indi_pub_has_cc_licence; +create table TARGET.indi_pub_has_cc_licence_url as select * from SOURCE.indi_pub_has_cc_licence_url orig where exists (select 1 from TARGET.result r where r.id=orig.id); +compute stats TARGET.indi_pub_has_cc_licence_url; + +create view TARGET.indi_software_avg_year_content_oa as select * from SOURCE.indi_software_avg_year_content_oa orig; +create view TARGET.indi_software_avg_year_context_oa as select * from SOURCE.indi_software_avg_year_context_oa orig; +create view TARGET.indi_software_avg_year_country_oa as select * from SOURCE.indi_software_avg_year_country_oa orig; + --denorm alter table TARGET.result rename to TARGET.res_tmp; diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step21-createObservatoryDB.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step21-createObservatoryDB.sql index 40cdf3f6d9..e24370e7d3 100644 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step21-createObservatoryDB.sql +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step21-createObservatoryDB.sql @@ -1,259 +1,561 @@ -create table TARGET.result_affiliated_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, c.code, c.name; +create table ${observatory_db_name}.result_cc_licence stored as parquet as +select r.id, coalesce(rln.count, 0) > 0 as cc_licence +from ${stats_db_name}.result r + left outer join ( + select rl.id, sum(case when lower(rln.normalized) like 'cc-%' then 1 else 0 end) as count + from ${stats_db_name}.result_licenses rl + left outer join ${stats_db_name}.licenses_normalized rln on rl.type=rln.license + group by rl.id +) rln on rln.id=r.id; -create table TARGET.result_affiliated_year stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, r.peer_reviewed, r.type, r.year -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, r.year; +create table ${observatory_db_name}.result_affiliated_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, c.code, c.name; -create table TARGET.result_affiliated_year_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, r.year, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, r.year, c.code, c.name; +create table ${observatory_db_name}.result_affiliated_year stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + r.year +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, r.year; -create table TARGET.result_affiliated_datasource stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, r.peer_reviewed, r.type, d.name as dname -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_datasources rd on rd.id=r.id -left outer join SOURCE.datasource d on d.id=rd.datasource -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, d.name; +create table ${observatory_db_name}.result_affiliated_year_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + r.year, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, r.year, c.code, c.name; -create table TARGET.result_affiliated_datasource_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, d.name as dname, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_datasources rd on rd.id=r.id -left outer join SOURCE.datasource d on d.id=rd.datasource -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, d.name, c.code, c.name; +create table ${observatory_db_name}.result_affiliated_datasource stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + d.name as dname +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_datasources rd on rd.id=r.id + left outer join ${stats_db_name}.datasource d on d.id=rd.datasource + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, d.name; -create table TARGET.result_affiliated_organization stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, o.name as oname -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, o.name; +create table ${observatory_db_name}.result_affiliated_datasource_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + d.name as dname, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_datasources rd on rd.id=r.id + left outer join ${stats_db_name}.datasource d on d.id=rd.datasource + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, d.name, c.code, c.name; -create table TARGET.result_affiliated_organization_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, o.name as oname, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, o.name, c.code, c.name; +create table ${observatory_db_name}.result_affiliated_organization stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + o.name as oname +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, o.name; -create table TARGET.result_affiliated_funder stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, r.peer_reviewed, r.type, p.funder as pfunder -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -join SOURCE.result_projects rp on rp.id=r.id -join SOURCE.project p on p.id=rp.project -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, p.funder; +create table ${observatory_db_name}.result_affiliated_organization_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + o.name as oname, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, o.name, c.code, c.name; -create table TARGET.result_affiliated_funder_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, p.funder as pfunder, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_organization ro on ro.id=r.id -join SOURCE.organization o on o.id=ro.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -join SOURCE.result_projects rp on rp.id=r.id -join SOURCE.project p on p.id=rp.project -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, p.funder, c.code, c.name; +create table ${observatory_db_name}.result_affiliated_funder stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + p.funder as pfunder +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + join ${stats_db_name}.result_projects rp on rp.id=r.id + join ${stats_db_name}.project p on p.id=rp.project + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, p.funder; -create table TARGET.result_deposited_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, c.code, c.name; +create table ${observatory_db_name}.result_affiliated_funder_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + p.funder as pfunder, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_organization ro on ro.id=r.id + join ${stats_db_name}.organization o on o.id=ro.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + join ${stats_db_name}.result_projects rp on rp.id=r.id + join ${stats_db_name}.project p on p.id=rp.project + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, p.funder, c.code, c.name; -create table TARGET.result_deposited_year stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, r.peer_reviewed, r.type, r.year -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, r.year; +create table ${observatory_db_name}.result_deposited_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, c.code, c.name; -create table TARGET.result_deposited_year_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, r.year, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, r.year, c.code, c.name; +create table ${observatory_db_name}.result_deposited_year stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + r.year +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, r.year; -create table TARGET.result_deposited_datasource stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, d.name as dname -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, d.name; +create table ${observatory_db_name}.result_deposited_year_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + r.year, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, r.year, c.code, c.name; -create table TARGET.result_deposited_datasource_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, d.name as dname, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, d.name, c.code, c.name; +create table ${observatory_db_name}.result_deposited_datasource stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + d.name as dname +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, d.name; -create table TARGET.result_deposited_organization stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, r.peer_reviewed, r.type, o.name as oname -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, o.name; +create table ${observatory_db_name}.result_deposited_datasource_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + d.name as dname, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, d.name, c.code, c.name; -create table TARGET.result_deposited_organization_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, o.name as oname, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, o.name, c.code, c.name; +create table ${observatory_db_name}.result_deposited_organization stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + o.name as oname +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, o.name; -create table TARGET.result_deposited_funder stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, p.funder as pfunder -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -join SOURCE.result_projects rp on rp.id=r.id -join SOURCE.project p on p.id=rp.project -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, p.funder; +create table ${observatory_db_name}.result_deposited_organization_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + o.name as oname, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, o.name, c.code, c.name; -create table TARGET.result_deposited_funder_country stored as parquet as -select count(distinct r.id) as total, r.green, r.gold, case when rl.type is not null then true else false end as licence, - case when pids.pid is not null then true else false end as pid, case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, - r.peer_reviewed, r.type, p.funder as pfunder, c.code as ccode, c.name as cname -from SOURCE.result r -join SOURCE.result_datasources rd on rd.id=r.id -join SOURCE.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') -join SOURCE.datasource_organizations dor on dor.id=d.id -join SOURCE.organization o on o.id=dor.organization -join SOURCE.country c on c.code=o.country and c.continent_name='Europe' -join SOURCE.result_projects rp on rp.id=r.id -join SOURCE.project p on p.id=rp.project -left outer join SOURCE.result_licenses rl on rl.id=r.id -left outer join SOURCE.result_pids pids on pids.id=r.id -group by r.green, r.gold, licence, pid, oa, r.peer_reviewed, r.type, p.funder, c.code, c.name; +create table ${observatory_db_name}.result_deposited_funder stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + p.funder as pfunder +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + join ${stats_db_name}.result_projects rp on rp.id=r.id + join ${stats_db_name}.project p on p.id=rp.project + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, p.funder; -compute stats TARGET.result_affiliated_country; -compute stats TARGET.result_affiliated_year; -compute stats TARGET.result_affiliated_year_country; -compute stats TARGET.result_affiliated_datasource; -compute stats TARGET.result_affiliated_datasource_country; -compute stats TARGET.result_affiliated_organization; -compute stats TARGET.result_affiliated_organization_country; -compute stats TARGET.result_affiliated_funder; -compute stats TARGET.result_affiliated_funder_country; -compute stats TARGET.result_deposited_country; -compute stats TARGET.result_deposited_year; -compute stats TARGET.result_deposited_year_country; -compute stats TARGET.result_deposited_datasource; -compute stats TARGET.result_deposited_datasource_country; -compute stats TARGET.result_deposited_organization; -compute stats TARGET.result_deposited_organization_country; -compute stats TARGET.result_deposited_funder; -compute stats TARGET.result_deposited_funder_country; +create table ${observatory_db_name}.result_deposited_funder_country stored as parquet as +select + count(distinct r.id) as total, + r.green, + r.gold, + case when rl.type is not null then true else false end as licence, + case when pids.pid is not null then true else false end as pid, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end as oa, + r.peer_reviewed, + rln.cc_licence, + r.abstract as abstract, + r.authors > 1 as multiple_authors, + rpc.count > 1 as multiple_projects, + rfc.count > 1 as multiple_funders, + r.type, + p.funder as pfunder, c.code as ccode, c.name as cname +from ${stats_db_name}.result r + join ${stats_db_name}.result_datasources rd on rd.id=r.id + join ${stats_db_name}.datasource d on d.id=rd.datasource and d.type in ('Institutional Repository','Data Repository', 'Repository', 'Publication Repository') + join ${stats_db_name}.datasource_organizations dor on dor.id=d.id + join ${stats_db_name}.organization o on o.id=dor.organization + join ${stats_db_name}.country c on c.code=o.country and c.continent_name='Europe' + join ${stats_db_name}.result_projects rp on rp.id=r.id + join ${stats_db_name}.project p on p.id=rp.project + left outer join ${stats_db_name}.result_licenses rl on rl.id=r.id + left outer join ${stats_db_name}.result_pids pids on pids.id=r.id + left outer join ${observatory_db_name}.result_cc_licence rln on rln.id=r.id + left outer join ${stats_db_name}.result_projectcount rpc on rpc.id=r.id + left outer join ${stats_db_name}.result_fundercount rfc on rfc.id=r.id +group by r.green, r.gold, case when rl.type is not null then true else false end, case when pids.pid is not null then true else false end, + case when r.access_mode in ('Open Access', 'Open Source') then true else false end, r.peer_reviewed, r.type, abstract, + cc_licence, r.authors > 1, rpc.count > 1, rfc.count > 1, p.funder, c.code, c.name; \ No newline at end of file diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml index a329ca4bf6..08d33f4e8f 100644 --- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml +++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml @@ -239,14 +239,51 @@ stats_db_name=${stats_db_name} openaire_db_name=${openaire_db_name} - + - + ${hive_jdbc_url} - + + stats_db_name=${stats_db_name} + openaire_db_name=${openaire_db_name} + + + + + + + + ${jobTracker} + ${nameNode} + contexts.sh + ${context_api_url} + ${stats_db_name} + contexts.sh + + + + + + + + ${jobTracker} + ${nameNode} + indicators.sh + ${stats_db_name} + ${wf:appPath()}/scripts/step16-createIndicatorsTables.sql + indicators.sh + + + + + + + + ${hive_jdbc_url} + stats_db_name=${stats_db_name} openaire_db_name=${openaire_db_name} @@ -261,48 +298,11 @@ stats_db_name=${stats_db_name} openaire_db_name=${openaire_db_name} - - - - - - - ${hive_jdbc_url} - - stats_db_name=${stats_db_name} - openaire_db_name=${openaire_db_name} - - - - - - - - ${jobTracker} - ${nameNode} - indicators.sh - ${stats_db_name} - ${wf:appPath()}/scripts/step16_7-createIndicatorsTables.sql - indicators.sh - - - - - - - - ${jobTracker} - ${nameNode} - contexts.sh - ${context_api_url} - ${stats_db_name} - contexts.sh - - + - + ${jobTracker} ${nameNode} @@ -326,20 +326,44 @@ ${wf:appPath()}/scripts/step20-createMonitorDB.sql monitor.sh + + + + + + + ${jobTracker} + ${nameNode} + observatory-pre.sh + ${stats_db_name} + ${observatory_db_name} + ${observatory_db_shadow_name} + observatory-pre.sh + + + ${hive_jdbc_url} + + stats_db_name=${stats_db_name} + observatory_db_name=${observatory_db_name} + + + + + + ${jobTracker} ${nameNode} - observatory.sh + observatory-post.sh ${stats_db_name} ${observatory_db_name} ${observatory_db_shadow_name} - ${wf:appPath()}/scripts/step21-createObservatoryDB.sql - observatory.sh + observatory-post.sh