implementation of the spark action for the simrel creation

dhp-workflows/dhp-dedup/pom.xml

@@ -82,8 +82,10 @@
             <groupId>com.fasterxml.jackson.core</groupId>
             <artifactId>jackson-core</artifactId>
         </dependency>
-
+        <dependency>
-
+            <groupId>eu.dnetlib</groupId>
+            <artifactId>dnet-actionmanager-common</artifactId>
+        </dependency>
 
     </dependencies>
 

dhp-workflows/dhp-dedup/src/main/java/eu/dnetlib/dedup/SparkCreateSimRels2.java

@@ -0,0 +1,142 @@
+package eu.dnetlib.dedup;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.pace.config.DedupConfig;
+import eu.dnetlib.pace.model.MapDocument;
+import eu.dnetlib.pace.util.MapDocumentUtil;
+import org.apache.commons.io.IOUtils;
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.compress.GzipCodec;
+import org.apache.hadoop.mapred.SequenceFileOutputFormat;
+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.sql.Encoders;
+import org.apache.spark.sql.SparkSession;
+import scala.Tuple2;
+import eu.dnetlib.actionmanager.actions.AtomicAction;
+import eu.dnetlib.actionmanager.common.Agent;
+
+import java.io.Serializable;
+import java.util.Arrays;
+import java.util.List;
+import java.util.stream.Collectors;
+
+public class SparkCreateSimRels2 implements Serializable {
+
+    final static String CONF_SEPARATOR = "@@@";
+
+    private static final Log log = LogFactory.getLog(SparkCreateSimRels2.class);
+
+    public static List<DedupConfig> decompressConfs(String compressedConfs){
+
+        return Arrays.stream(compressedConfs.split(CONF_SEPARATOR))
+                .map(ArgumentApplicationParser::decompressValue)
+                .map(DedupConfig::load)
+                .collect(Collectors.toList());
+    }
+
+    public static void main(String[] args) throws Exception {
+        final ArgumentApplicationParser parser = new ArgumentApplicationParser(IOUtils.toString(SparkCreateSimRels.class.getResourceAsStream("/eu/dnetlib/dhp/dedup/dedup_parameters.json")));
+
+        parser.parseArgument(args);
+
+        new SparkCreateSimRels2().run(parser, decompressConfs(parser.get("dedupConf")));
+    }
+
+    private void run(ArgumentApplicationParser parser, List<DedupConfig> dedupConfs) {
+
+        //read oozie parameters
+        final String sourcePath = parser.get("sourcePath");
+        final String targetPath = parser.get("targetPath");
+        final String rawSetName = parser.get("rawSet");
+        final String agentId = parser.get("agentId");
+        final String agentName = parser.get("agentName");
+
+        try (SparkSession spark = getSparkSession(parser)) {
+            final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+
+            //create empty sequenceFile for the accumulation
+            JavaRDD<Tuple2<Text,Text>> simRel = sc.emptyRDD();
+
+            //for each dedup configuration
+            for (DedupConfig dedupConf: dedupConfs) {
+                final String entity = dedupConf.getWf().getEntityType();
+
+                JavaPairRDD<String, MapDocument> mapDocument = sc.textFile(sourcePath + "/" + entity)
+                        .mapToPair(s -> {
+                            MapDocument d = MapDocumentUtil.asMapDocumentWithJPath(dedupConf, s);
+                            return new Tuple2<>(d.getIdentifier(), d);
+                        });
+
+                //create blocks for deduplication
+                JavaPairRDD<String, List<MapDocument>> blocks = Deduper.createsortedBlocks(sc, mapDocument, dedupConf);
+
+                //create relations by comparing only elements in the same group
+                final JavaPairRDD<String, String> dedupRels = Deduper.computeRelations2(sc, blocks, dedupConf);
+
+                JavaRDD<Relation> relationsRDD = dedupRels.map(r -> createSimRel(r._1(), r._2()));
+
+                //create atomic actions
+                JavaRDD<Tuple2<Text, Text>> newSimRels = relationsRDD
+                        .mapToPair(rel ->
+                                new Tuple2<>(
+                                        createActionId(rel.getSource(), rel.getTarget(), entity), //TODO update the type, maybe take it from the configuration?
+                                        new AtomicAction(rawSetName, new Agent(agentId, agentName, Agent.AGENT_TYPE.service), rel.getSource(), "isSimilarTo", rel.getTarget(), new ObjectMapper().writeValueAsString(rel).getBytes())))
+                        .map(aa -> new Tuple2<>(aa._1(), transformAction(aa._2())));
+
+                simRel = simRel.union(newSimRels);
+
+            }
+
+            String targetDirectory = targetPath + "/" + rawSetName;
+
+//            simRel.map(s -> s._1().toString()).saveAsTextFile(targetDirectory);
+
+            simRel.mapToPair(r -> r)
+                    .saveAsHadoopFile(targetDirectory, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
+
+        }
+
+    }
+
+    public Text createActionId(String source, String target, String type) {
+        String id = source + "@" + type + "@" + target;
+
+        return new Text(id);
+    }
+
+    public Text transformAction(AtomicAction aa) throws JsonProcessingException {
+
+        ObjectMapper mapper = new ObjectMapper();
+
+        return new Text(mapper.writeValueAsString(aa));
+    }
+
+    public Relation createSimRel(String source, String target){
+        final Relation r = new Relation();
+        r.setSource(source);
+        r.setTarget(target);
+        r.setRelClass("isSimilarTo");
+        return r;
+    }
+
+    private static SparkSession getSparkSession(ArgumentApplicationParser parser) {
+        SparkConf conf = new SparkConf();
+
+        return SparkSession
+                .builder()
+                .appName(SparkCreateSimRels2.class.getSimpleName())
+                .master(parser.get("master"))
+                .config(conf)
+//                .enableHiveSupport()
+                .getOrCreate();
+    }
+
+}

dhp-workflows/dhp-dedup/src/main/resources/eu/dnetlib/dhp/dedup/dedup_parameters.json

@@ -8,26 +8,43 @@
   {
     "paramName": "s",
     "paramLongName": "sourcePath",
-    "paramDescription": "the path of the sequential file to read",
+    "paramDescription": "the base path of the raw graph",
     "paramRequired": true
   },
   {
     "paramName": "e",
     "paramLongName": "entity",
-    "paramDescription": "the type of entity to be deduped",
+    "paramDescription": "the type of entity to be deduped (directory in the sourcePath)",
     "paramRequired": true
   },
   {
     "paramName": "c",
     "paramLongName": "dedupConf",
-    "paramDescription": "dedup configuration to be used",
+    "paramDescription": "list of dedup configuration to be used",
-    "compressed": true,
     "paramRequired": true
   },
   {
     "paramName": "t",
     "paramLongName": "targetPath",
-    "paramDescription": "target path to save dedup result",
+    "paramDescription": "target base path to save dedup result (actions)",
+    "paramRequired": true
+  },
+  {
+    "paramName": "rs",
+    "paramLongName": "rawSet",
+    "paramDescription": "the raw set to be saved (directory in the targetPath)",
+    "paramRequired": true
+  },
+  {
+    "paramName": "ai",
+    "paramLongName": "agentId",
+    "paramDescription": "the agent identifier",
+    "paramRequired": true
+  },
+  {
+    "paramName": "an",
+    "paramLongName": "agentName",
+    "paramDescription": "the agent name",
     "paramRequired": true
   }
 ]

dhp-workflows/dhp-dedup/src/main/resources/eu/dnetlib/dhp/dedup/oozie_app/DuplicateScanWf.xml

@@ -0,0 +1,88 @@
+<workflow-app name="Create Similarity Relations" xmlns="uri:oozie:workflow:0.5">
+    <parameters>
+        <property>
+            <name>sourcePath</name>
+            <description>the raw graph base path</description>
+        </property>
+        <property>
+            <name>entity</name>
+            <description>the entity that should be processed</description>
+        </property>
+        <property>
+            <name>dedupConf</name>
+            <description>the (list of) dedup Configuration(s)</description>
+        </property>
+        <property>
+            <name>targetPath</name>
+            <description>the output base path</description>
+        </property>
+        <property>
+            <name>rawSet</name>
+            <description>the output directory in the targetPath</description>
+        </property>
+        <property>
+            <name>agentId</name>
+            <description>the agent identifier</description>
+        </property>
+        <property>
+            <name>agentName</name>
+            <description>the agent name</description>
+        </property>
+        <property>
+            <name>sparkDriverMemory</name>
+            <description>memory for driver process</description>
+        </property>
+        <property>
+            <name>sparkExecutorMemory</name>
+            <description>memory for individual executor</description>
+        </property>
+        <property>
+            <name>sparkExecutorCores</name>
+            <description>number of cores used by single executor</description>
+        </property>
+    </parameters>
+
+    <start to="DeleteTargetPath"/>
+
+    <kill name="Kill">
+        <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
+    </kill>
+
+    <action name="DeleteTargetPath">
+        <fs>
+            <delete path='${targetPath}/${rawSet}'/>
+        </fs>
+        <ok to="DuplicateScan"/>
+        <error to="Kill"/>
+    </action>
+
+    <action name="DuplicateScan">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <job-tracker>${jobTracker}</job-tracker>
+            <name-node>${nameNode}</name-node>
+            <master>yarn-cluster</master>
+            <mode>cluster</mode>
+            <name>Create Similarity Relations</name>
+            <class>eu.dnetlib.dedup.SparkCreateSimRels2</class>
+            <jar>dhp-dedup-${projectVersion}.jar</jar>
+            <spark-opts>--executor-memory ${sparkExecutorMemory} --executor-cores ${sparkExecutorCores}
+                --driver-memory=${sparkDriverMemory} --conf
+                spark.extraListeners="com.cloudera.spark.lineage.NavigatorAppListener" --conf
+                spark.sql.queryExecutionListeners="com.cloudera.spark.lineage.NavigatorQueryListener" --conf
+                spark.sql.warehouse.dir="/user/hive/warehouse"
+            </spark-opts>
+            <arg>-mt</arg><arg>yarn-cluster</arg>
+            <arg>--sourcePath</arg><arg>${sourcePath}</arg>
+            <arg>--targetPath</arg><arg>${targetPath}</arg>
+            <arg>--entity</arg><arg>${entity}</arg>
+            <arg>--dedupConf</arg><arg>${dedupConf}</arg>
+            <arg>--rawSet</arg><arg>${rawSet}</arg>
+            <arg>--agentId</arg><arg>${agentId}</arg>
+            <arg>--agentName</arg><arg>${agentName}</arg>
+        </spark>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
+
+    <end name="End"/>
+</workflow-app>

dhp-workflows/dhp-dedup/src/test/java/eu/dnetlib/dedup/SparkCreateDedupTest.java

@@ -13,17 +13,20 @@ import org.junit.Test;
 
 import java.io.File;
 import java.io.IOException;
+import java.util.HashSet;
 import java.util.List;
+import java.util.Set;
 
 public class SparkCreateDedupTest {
 
     String configuration;
-    String entity = "organization";
+    String configuration2;
+    String entity = "publication";
 
     @Before
     public void setUp() throws IOException {
-        configuration = IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dedup/conf/org.curr.conf.json"));
+        configuration = IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dedup/conf/org1.curr.conf.json"));
-
+        configuration2 = IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dedup/conf/org2.curr.conf.json"));
     }
 
     @Test
@@ -38,6 +41,21 @@ public class SparkCreateDedupTest {
         });
     }
 
+    @Test
+    @Ignore
+    public void createSimRelsTest2() throws Exception {
+        SparkCreateSimRels2.main(new String[] {
+                "-mt", "local[*]",
+                "-s", "/Users/miconis/dumps",
+                "-e", entity,
+                "-c", ArgumentApplicationParser.compressArgument(configuration) + "@@@" + ArgumentApplicationParser.compressArgument(configuration2),
+                "-t", "/tmp/dedup",
+                "-rs", "rawset_test",
+                "-ai", "agentId",
+                "-an", "agentName"
+        });
+    }
+
     @Test
     @Ignore
     public void createCCTest() throws Exception {
@@ -79,8 +97,6 @@ public class SparkCreateDedupTest {
         System.out.println(hashFunction.hashUnencodedChars(s1).asLong());
         System.out.println( s2.hashCode());
         System.out.println(hashFunction.hashUnencodedChars(s2).asLong());
-
     }
 
-
 }

dhp-workflows/dhp-dedup/src/test/resources/eu/dnetlib/dedup/conf/org.curr.conf.json

@@ -87,8 +87,8 @@
             }
           }
         ],
-        "threshold": 0.7,
+        "threshold": 0.1,
-        "aggregation": "W_MEAN",
+        "aggregation": "AVG",
         "positive": "layer4",
         "negative": "NO_MATCH",
         "undefined": "NO_MATCH",
@@ -106,7 +106,7 @@
             }
           }
         ],
-        "threshold": 0.9,
+        "threshold": 0.7,
         "aggregation": "AVG",
         "positive": "layer5",
         "negative": "NO_MATCH",
@@ -129,7 +129,9 @@
             "comparator": "jaroWinklerNormalizedName",
             "weight": 0.1,
             "countIfUndefined": "false",
-            "params": {}
+            "params": {
+              "windowSize": 4
+            }
           }
         ],
         "threshold": 0.9,
@@ -145,14 +147,14 @@
       { "name" : "legalshortname", "type" : "String", "path" : "$.legalshortname.value"},
       { "name" : "legalname", "type" : "String", "path" : "$.legalname.value" },
       { "name" : "websiteurl", "type" : "URL", "path" : "$.websiteurl.value" },
-      { "name" : "gridid", "type" : "String", "path" : "$.pid[?(@.qualifier.classid =='grid.ac')].value"},
+      { "name" : "gridid", "type" : "String", "path" : "$.pid[?(@.qualifier.classid =='grid')].value"},
       { "name" : "originalId", "type" : "String", "path" : "$.id" }
     ],
     "blacklists" : {
       "legalname" : []
     },
     "synonyms": {
-      "key::1": ["university","università","università studi","universitario","universitaria","université", "universite", "universitaire","universitaires","universidad","universitade","Universität","universitaet","Uniwersytet","университет","universiteit","πανεπιστήμιο","universitesi","universiteti", "universiti"],
+      "key::1": ["university","università", "universitas", "università studi","universitario","universitaria","université", "universite", "universitaire","universitaires","universidad","universitade","Universität","universitaet","Uniwersytet","университет","universiteit","πανεπιστήμιο","universitesi","universiteti", "universiti"],
       "key::2": ["studies","studi","études","estudios","estudos","Studien","studia","исследования","studies","σπουδές"],
       "key::3": ["advanced","superiore","supérieur","supérieure","supérieurs","supérieures","avancado","avancados","fortgeschrittene","fortgeschritten","zaawansowany","передовой","gevorderd","gevorderde","προχωρημένος","προχωρημένη","προχωρημένο","προχωρημένες","προχωρημένα","wyzsza"],
       "key::4": ["institute","istituto","institut","instituto","instituto","Institut","instytut","институт","instituut","ινστιτούτο"],

dhp-workflows/dhp-dedup/src/test/resources/eu/dnetlib/dedup/conf/pub.curr.conf.json

@@ -9,10 +9,23 @@
     "queueMaxSize": "2000",
     "groupMaxSize": "100",
     "maxChildren": "100",
-    "idPath": "$.id",
     "slidingWindowSize": "200",
-    "rootBuilder" : [ "result", "resultProject_outcome_isProducedBy", "resultResult_publicationDataset_isRelatedTo", "resultResult_similarity_isAmongTopNSimilarDocuments", "resultResult_similarity_hasAmongTopNSimilarDocuments", "resultOrganization_affiliation_isAffiliatedWith", "resultResult_part_hasPart", "resultResult_part_isPartOf", "resultResult_supplement_isSupplementTo", "resultResult_supplement_isSupplementedBy", "resultResult_version_isVersionOf" ],
+    "rootBuilder": [
-    "includeChildren" : "true"
+      "result",
+      "resultProject_outcome_isProducedBy",
+      "resultResult_publicationDataset_isRelatedTo",
+      "resultResult_similarity_isAmongTopNSimilarDocuments",
+      "resultResult_similarity_hasAmongTopNSimilarDocuments",
+      "resultOrganization_affiliation_isAffiliatedWith",
+      "resultResult_part_hasPart",
+      "resultResult_part_isPartOf",
+      "resultResult_supplement_isSupplementTo",
+      "resultResult_supplement_isSupplementedBy",
+      "resultResult_version_isVersionOf"
+    ],
+    "includeChildren": "true",
+    "maxIterations": 20,
+    "idPath": "$.id"
   },
   "pace": {
     "clustering" : [
@@ -20,21 +33,100 @@
       { "name" : "suffixprefix", "fields" : [ "title" ], "params" : { "max" : "1", "len" : "3" } },
       { "name" : "lowercase", "fields" : [ "doi" ], "params" : { } }
     ],
-    "strictConditions" : [
+    "decisionTree": {
-      { "name" : "pidMatch", "fields" : [ "pid" ] }
+      "start": {
+        "fields": [
+          {
+            "field": "pid",
+            "comparator": "jsonListMatch",
+            "weight": 1.0,
+            "countIfUndefined": "false",
+            "params": {
+              "jpath_value": "$.value",
+              "jpath_classid": "$.qualifier.classid"
+            }
+          }
         ],
-    "conditions" : [
+        "threshold": 0.5,
-      { "name" : "titleVersionMatch", "fields" : [ "title" ] },
+        "aggregation": "AVG",
-      { "name" : "sizeMatch", "fields" : [ "authors" ] }
+        "positive": "MATCH",
+        "negative": "layer2",
+        "undefined": "layer2",
+        "ignoreUndefined": "true"
+      },
+      "layer2": {
+        "fields": [
+          {
+            "field": "title",
+            "comparator": "titleVersionMatch",
+            "weight": 1.0,
+            "countIfUndefined": "false",
+            "params": {}
+          },
+          {
+            "field": "authors",
+            "comparator": "sizeMatch",
+            "weight": 1.0,
+            "countIfUndefined": "false",
+            "params": {}
+          }
         ],
+        "threshold": 1.0,
+        "aggregation": "AND",
+        "positive": "layer3",
+        "negative": "NO_MATCH",
+        "undefined": "layer3",
+        "ignoreUndefined": "false"
+      },
+      "layer3": {
+        "fields": [
+          {
+            "field": "title",
+            "comparator": "levensteinTitle",
+            "weight": 1.0,
+            "countIfUndefined": "true",
+            "params": {}
+          }
+        ],
+        "threshold": 0.99,
+        "aggregation": "AVG",
+        "positive": "MATCH",
+        "negative": "NO_MATCH",
+        "undefined": "NO_MATCH",
+        "ignoreUndefined": "true"
+      }
+    },
     "model": [
-      { "name" : "doi", "algo" : "Null", "type" : "String", "weight" : "0.0", "ignoreMissing" : "true", "path" : "$.pid[?(@.qualifier.classid ==\"doi\")].value" },
+      {
-      { "name" : "pid", "algo" : "Null", "type" : "JSON", "weight" : "0.0", "ignoreMissing" : "true", "path" : "$.pid", "overrideMatch" : "true" },
+        "name": "doi",
-      { "name" : "title", "algo" : "LevensteinTitle", "type" : "String", "weight" : "1.0", "ignoreMissing" : "false", "path" : "$.title[?(@.qualifier.classid ==\"main title\")].value", "length" : 250, "size" : 5 },
+        "type": "String",
-      { "name" : "authors", "algo" : "Null", "type" : "List", "weight" : "0.0", "ignoreMissing" : "true", "path" : "$.author[*].fullname", "size" : 200 },
+        "path": "$.pid[?(@.qualifier.classid == 'doi')].value"
-      { "name" : "resulttype", "algo" : "Null", "type" : "String", "weight" : "0.0", "ignoreMissing" : "false", "path" : "$.resulttype.classid" }
+      },
+      {
+        "name": "pid",
+        "type": "JSON",
+        "path": "$.pid",
+        "overrideMatch": "true"
+      },
+      {
+        "name": "title",
+        "type": "String",
+        "path": "$.title[?(@.qualifier.classid == 'main title')].value",
+        "length": 250,
+        "size": 5
+      },
+      {
+        "name": "authors",
+        "type": "List",
+        "path": "$.author[*].fullname",
+        "size": 200
+      },
+      {
+        "name": "resulttype",
+        "type": "String",
+        "path": "$.resulttype.classid"
+      }
     ],
-    "synonyms": {},
     "blacklists": {
       "title": [
         "^Inside Front Cover$",
@@ -48,7 +140,6 @@
         "^Cartas? ao editor Letters? to the Editor$",
         "^Note from the Editor$",
         "^Anesthesia Abstract$",
-
         "^Annual report$",
         "(?i)^“?THE RADICAL PREVENTION OF VENEREAL DISEASE\\.?”?$",
         "(?i)^Graph and Table of Infectious Diseases?$",
@@ -68,14 +159,12 @@
         "^Cálculo de concentraciones en disoluciones acuosas. Ejercicio interactivo\\..*\\.$",
         "(?i)^Genetic and functional analyses of SHANK2 mutations suggest a multiple hit model of Autism spectrum disorders?\\.?$",
         "^Gushi hakubutsugaku$",
-
         "^Starobosanski nadpisi u Bosni i Hercegovini \\(.*\\)$",
         "^Intestinal spirocha?etosis$",
         "^Treatment of Rodent Ulcer$",
         "(?i)^\\W*Cloud Computing\\W*$",
         "^Compendio mathematico : en que se contienen todas las materias mas principales de las Ciencias que tratan de la cantidad$",
         "^Free Communications, Poster Presentations: Session [A-F]$",
-
         "^“The Historical Aspects? of Quackery\\.?”$",
         "^A designated centre for people with disabilities operated by St John of God Community Services (Limited|Ltd), Louth$",
         "^P(er|re)-Mile Premiums for Auto Insurance\\.?$",
@@ -96,10 +185,8 @@
         "(?i)^Measurement of the pseudorapidity and centrality dependence of the transverse energy density in Pb(-?)Pb collisions at.*tev(\\.?)$",
         "(?i)^Search for resonances decaying into top-quark pairs using fully hadronic decays in pp collisions with ATLAS at.*TeV$",
         "(?i)^Search for neutral minimal supersymmetric standard model Higgs bosons decaying to tau pairs in pp collisions at.*tev$",
-
         "(?i)^Relatório de Estágio (de|em) Angiologia e Cirurgia Vascular$",
         "^Aus der AGMB$",
-
         "^Znanstveno-stručni prilozi$",
         "(?i)^Zhodnocení finanční situace podniku a návrhy na zlepšení$",
         "(?i)^Evaluation of the Financial Situation in the Firm and Proposals to its Improvement$",
@@ -136,7 +223,6 @@
         "(?i)^RUBRIKA UREDNIKA$",
         "^A Matching Model of the Academic Publication Market$",
         "^Yōgaku kōyō$",
-
         "^Internetový marketing$",
         "^Internet marketing$",
         "^Chūtō kokugo dokuhon$",
@@ -169,21 +255,17 @@
         "^Information System Assessment and Proposal for ICT Modification$",
         "^Stresové zatížení pracovníků ve vybrané profesi$",
         "^Stress load in a specific job$",
-
         "^Sunday: Poster Sessions, Pt.*$",
         "^Monday: Poster Sessions, Pt.*$",
         "^Wednesday: Poster Sessions, Pt.*",
         "^Tuesday: Poster Sessions, Pt.*$",
-
         "^Analýza reklamy$",
         "^Analysis of advertising$",
-
         "^Shōgaku shūshinsho$",
         "^Shōgaku sansū$",
         "^Shintei joshi kokubun$",
         "^Taishō joshi kokubun dokuhon$",
         "^Joshi kokubun$",
-
         "^Účetní uzávěrka a účetní závěrka v ČR$",
         "(?i)^The \"?Causes\"? of Cancer$",
         "^Normas para la publicación de artículos$",
@@ -202,7 +284,6 @@
         "^Abdominal [Aa]ortic [Aa]neurysms.*$",
         "^Pseudomyxoma peritonei$",
         "^Kazalo autora$",
-
         "(?i)^uvodna riječ$",
         "^Motivace jako způsob vedení lidí$",
         "^Motivation as a leadership$",
@@ -275,6 +356,7 @@
         "(?i)^.*authors['’′]? reply\\.?$",
         "(?i)^.*authors['’′]? response\\.?$"
       ]
-    }
+    },
+    "synonyms": {}
   }
 }

dhp-workflows/dhp-dedup/src/test/resources/eu/dnetlib/dedup/conf/pub_dt.curr.conf.json

@@ -1,386 +0,0 @@
-{
-  "wf": {
-    "threshold": "0.99",
-    "dedupRun": "001",
-    "entityType": "result",
-    "subEntityType": "resulttype",
-    "subEntityValue": "publication",
-    "orderField": "title",
-    "queueMaxSize": "2000",
-    "groupMaxSize": "100",
-    "maxChildren": "100",
-    "slidingWindowSize": "200",
-    "rootBuilder": [
-      "result",
-      "resultProject_outcome_isProducedBy",
-      "resultResult_publicationDataset_isRelatedTo",
-      "resultResult_similarity_isAmongTopNSimilarDocuments",
-      "resultResult_similarity_hasAmongTopNSimilarDocuments",
-      "resultOrganization_affiliation_isAffiliatedWith",
-      "resultResult_part_hasPart",
-      "resultResult_part_isPartOf",
-      "resultResult_supplement_isSupplementTo",
-      "resultResult_supplement_isSupplementedBy",
-      "resultResult_version_isVersionOf"
-    ],
-    "includeChildren": "true",
-    "maxIterations": 20,
-    "idPath": "$.id"
-  },
-  "pace": {
-    "clustering": [
-      {
-        "name": "ngrampairs",
-        "fields": [
-          "title"
-        ],
-        "params": {
-          "max": "1",
-          "ngramLen": "3"
-        }
-      },
-      {
-        "name": "suffixprefix",
-        "fields": [
-          "title"
-        ],
-        "params": {
-          "max": "1",
-          "len": "3"
-        }
-      },
-      {
-        "name": "lowercase",
-        "fields": [
-          "doi"
-        ],
-        "params": {}
-      }
-    ],
-    "decisionTree": {
-      "start": {
-        "fields": [
-          {
-            "field": "pid",
-            "comparator": "jsonListMatch",
-            "weight": 1.0,
-            "countIfUndefined": "false",
-            "params": {
-              "jpath_value": "$.value",
-              "jpath_classid": "$.qualifier.classid"
-            }
-          }
-        ],
-        "threshold": 0.5,
-        "aggregation": "AVG",
-        "positive": "MATCH",
-        "negative": "layer2",
-        "undefined": "layer2",
-        "ignoreUndefined": "true"
-      },
-      "layer2": {
-        "fields": [
-          {
-            "field": "title",
-            "comparator": "titleVersionMatch",
-            "weight": 1.0,
-            "countIfUndefined": "false",
-            "params": {}
-          },
-          {
-            "field": "authors",
-            "comparator": "sizeMatch",
-            "weight": 1.0,
-            "countIfUndefined": "false",
-            "params": {}
-          }
-        ],
-        "threshold": 1.0,
-        "aggregation": "AND",
-        "positive": "layer3",
-        "negative": "NO_MATCH",
-        "undefined": "layer3",
-        "ignoreUndefined": "false"
-      },
-      "layer3": {
-        "fields": [
-          {
-            "field": "title",
-            "comparator": "levensteinTitle",
-            "weight": 1.0,
-            "countIfUndefined": "true",
-            "params": {}
-          }
-        ],
-        "threshold": 0.99,
-        "aggregation": "AVG",
-        "positive": "MATCH",
-        "negative": "NO_MATCH",
-        "undefined": "NO_MATCH",
-        "ignoreUndefined": "true"
-      }
-    },
-    "model": [
-      {
-        "name": "doi",
-        "type": "String",
-        "path": "$.pid[?(@.qualifier.classid == 'doi')].value"
-      },
-      {
-        "name": "pid",
-        "type": "JSON",
-        "path": "$.pid",
-        "overrideMatch": "true"
-      },
-      {
-        "name": "title",
-        "type": "String",
-        "path": "$.title[?(@.qualifier.classid == 'main title')].value",
-        "length": 250,
-        "size": 5
-      },
-      {
-        "name": "authors",
-        "type": "List",
-        "path": "$.author[*].fullname",
-        "size": 200
-      },
-      {
-        "name": "resulttype",
-        "type": "String",
-        "path": "$.resulttype.classid"
-      }
-    ],
-    "blacklists": {
-      "title": [
-        "^Inside Front Cover$",
-        "(?i)^Poster presentations$",
-        "^THE ASSOCIATION AND THE GENERAL MEDICAL COUNCIL$",
-        "^Problems with perinatal pathology\\.?$",
-        "(?i)^Cases? of Puerperal Convulsions$",
-        "(?i)^Operative Gyna?ecology$",
-        "(?i)^Mind the gap\\!?\\:?$",
-        "^Chronic fatigue syndrome\\.?$",
-        "^Cartas? ao editor Letters? to the Editor$",
-        "^Note from the Editor$",
-        "^Anesthesia Abstract$",
-        "^Annual report$",
-        "(?i)^“?THE RADICAL PREVENTION OF VENEREAL DISEASE\\.?”?$",
-        "(?i)^Graph and Table of Infectious Diseases?$",
-        "^Presentation$",
-        "(?i)^Reviews and Information on Publications$",
-        "(?i)^PUBLIC HEALTH SERVICES?$",
-        "(?i)^COMBINED TEXT-?BOOK OF OBSTETRICS AND GYN(Æ|ae)COLOGY$",
-        "(?i)^Adrese autora$",
-        "(?i)^Systematic Part .*\\. Catalogus Fossilium Austriae, Band 2: Echinoidea neogenica$",
-        "(?i)^Acknowledgement to Referees$",
-        "(?i)^Behçet's disease\\.?$",
-        "(?i)^Isolation and identification of restriction endonuclease.*$",
-        "(?i)^CEREBROVASCULAR DISEASES?.?$",
-        "(?i)^Screening for abdominal aortic aneurysms?\\.?$",
-        "^Event management$",
-        "(?i)^Breakfast and Crohn's disease.*\\.?$",
-        "^Cálculo de concentraciones en disoluciones acuosas. Ejercicio interactivo\\..*\\.$",
-        "(?i)^Genetic and functional analyses of SHANK2 mutations suggest a multiple hit model of Autism spectrum disorders?\\.?$",
-        "^Gushi hakubutsugaku$",
-        "^Starobosanski nadpisi u Bosni i Hercegovini \\(.*\\)$",
-        "^Intestinal spirocha?etosis$",
-        "^Treatment of Rodent Ulcer$",
-        "(?i)^\\W*Cloud Computing\\W*$",
-        "^Compendio mathematico : en que se contienen todas las materias mas principales de las Ciencias que tratan de la cantidad$",
-        "^Free Communications, Poster Presentations: Session [A-F]$",
-        "^“The Historical Aspects? of Quackery\\.?”$",
-        "^A designated centre for people with disabilities operated by St John of God Community Services (Limited|Ltd), Louth$",
-        "^P(er|re)-Mile Premiums for Auto Insurance\\.?$",
-        "(?i)^Case Report$",
-        "^Boletín Informativo$",
-        "(?i)^Glioblastoma Multiforme$",
-        "(?i)^Nuevos táxones animales descritos en la península Ibérica y Macaronesia desde 1994 \\(.*\\)$",
-        "^Zaměstnanecké výhody$",
-        "(?i)^The Economics of Terrorism and Counter-Terrorism: A Survey \\(Part .*\\)$",
-        "(?i)^Carotid body tumours?\\.?$",
-        "(?i)^\\[Españoles en Francia : La condición Emigrante.*\\]$",
-        "^Avant-propos$",
-        "(?i)^St\\. Patrick's Cathedral, Dublin, County Dublin - Head(s)? and Capital(s)?$",
-        "(?i)^St\\. Patrick's Cathedral, Dublin, County Dublin - Bases?$",
-        "(?i)^PUBLIC HEALTH VERSUS THE STATE$",
-        "^Viñetas de Cortázar$",
-        "(?i)^Search for heavy neutrinos and W(\\[|_|\\(|_\\{|-)?R(\\]|\\)|\\})? bosons with right-handed couplings in a left-right symmetric model in pp collisions at.*TeV(\\.)?$",
-        "(?i)^Measurement of the pseudorapidity and centrality dependence of the transverse energy density in Pb(-?)Pb collisions at.*tev(\\.?)$",
-        "(?i)^Search for resonances decaying into top-quark pairs using fully hadronic decays in pp collisions with ATLAS at.*TeV$",
-        "(?i)^Search for neutral minimal supersymmetric standard model Higgs bosons decaying to tau pairs in pp collisions at.*tev$",
-        "(?i)^Relatório de Estágio (de|em) Angiologia e Cirurgia Vascular$",
-        "^Aus der AGMB$",
-        "^Znanstveno-stručni prilozi$",
-        "(?i)^Zhodnocení finanční situace podniku a návrhy na zlepšení$",
-        "(?i)^Evaluation of the Financial Situation in the Firm and Proposals to its Improvement$",
-        "(?i)^Hodnocení finanční situace podniku a návrhy na její zlepšení$",
-        "^Finanční analýza podniku$",
-        "^Financial analysis( of business)?$",
-        "(?i)^Textbook of Gyn(a)?(Æ)?(e)?cology$",
-        "^Jikken nihon shūshinsho$",
-        "(?i)^CORONER('|s)(s|') INQUESTS$",
-        "(?i)^(Μελέτη παραγόντων )?risk management( για ανάπτυξη και εφαρμογή ενός πληροφοριακού συστήματος| και ανάπτυξη συστήματος)?$",
-        "(?i)^Consultants' contract(s)?$",
-        "(?i)^Upute autorima$",
-        "(?i)^Bijdrage tot de Kennis van den Godsdienst der Dajaks van Lan(d|f)ak en Tajan$",
-        "^Joshi shin kokubun$",
-        "^Kōtō shōgaku dokuhon nōson'yō$",
-        "^Jinjō shōgaku shōka$",
-        "^Shōgaku shūjichō$",
-        "^Nihon joshi dokuhon$",
-        "^Joshi shin dokuhon$",
-        "^Chūtō kanbun dokuhon$",
-        "^Wabun dokuhon$",
-        "(?i)^(Analysis of economy selected village or town|Rozbor hospodaření vybrané obce či města)$",
-        "(?i)^cardiac rehabilitation$",
-        "(?i)^Analytical summary$",
-        "^Thesaurus resolutionum Sacrae Congregationis Concilii$",
-        "(?i)^Sumario analítico(\\s{1})?(Analitic summary)?$",
-        "^Prikazi i osvrti$",
-        "^Rodinný dům s provozovnou$",
-        "^Family house with an establishment$",
-        "^Shinsei chūtō shin kokugun$",
-        "^Pulmonary alveolar proteinosis(\\.?)$",
-        "^Shinshū kanbun$",
-        "^Viñeta(s?) de Rodríguez$",
-        "(?i)^RUBRIKA UREDNIKA$",
-        "^A Matching Model of the Academic Publication Market$",
-        "^Yōgaku kōyō$",
-        "^Internetový marketing$",
-        "^Internet marketing$",
-        "^Chūtō kokugo dokuhon$",
-        "^Kokugo dokuhon$",
-        "^Antibiotic Cover for Dental Extraction(s?)$",
-        "^Strategie podniku$",
-        "^Strategy of an Enterprise$",
-        "(?i)^respiratory disease(s?)(\\.?)$",
-        "^Award(s?) for Gallantry in Civil Defence$",
-        "^Podniková kultura$",
-        "^Corporate Culture$",
-        "^Severe hyponatraemia in hospital inpatient(s?)(\\.?)$",
-        "^Pracovní motivace$",
-        "^Work Motivation$",
-        "^Kaitei kōtō jogaku dokuhon$",
-        "^Konsolidovaná účetní závěrka$",
-        "^Consolidated Financial Statements$",
-        "(?i)^intracranial tumour(s?)$",
-        "^Climate Change Mitigation Options and Directed Technical Change: A Decentralized Equilibrium Analysis$",
-        "^\\[CERVECERIAS MAHOU(\\.|\\:) INTERIOR\\] \\[Material gráfico\\]$",
-        "^Housing Market Dynamics(\\:|\\.) On the Contribution of Income Shocks and Credit Constraint(s?)$",
-        "^\\[Funciones auxiliares de la música en Radio París,.*\\]$",
-        "^Úroveň motivačního procesu jako způsobu vedení lidí$",
-        "^The level of motivation process as a leadership$",
-        "^Pay-beds in N(\\.?)H(\\.?)S(\\.?) Hospitals$",
-        "(?i)^news and events$",
-        "(?i)^NOVOSTI I DOGAĐAJI$",
-        "^Sansū no gakushū$",
-        "^Posouzení informačního systému firmy a návrh změn$",
-        "^Information System Assessment and Proposal for ICT Modification$",
-        "^Stresové zatížení pracovníků ve vybrané profesi$",
-        "^Stress load in a specific job$",
-        "^Sunday: Poster Sessions, Pt.*$",
-        "^Monday: Poster Sessions, Pt.*$",
-        "^Wednesday: Poster Sessions, Pt.*",
-        "^Tuesday: Poster Sessions, Pt.*$",
-        "^Analýza reklamy$",
-        "^Analysis of advertising$",
-        "^Shōgaku shūshinsho$",
-        "^Shōgaku sansū$",
-        "^Shintei joshi kokubun$",
-        "^Taishō joshi kokubun dokuhon$",
-        "^Joshi kokubun$",
-        "^Účetní uzávěrka a účetní závěrka v ČR$",
-        "(?i)^The \"?Causes\"? of Cancer$",
-        "^Normas para la publicación de artículos$",
-        "^Editor('|s)(s|') [Rr]eply$",
-        "^Editor(’|s)(s|’) letter$",
-        "^Redaktoriaus žodis$",
-        "^DISCUSSION ON THE PRECEDING PAPER$",
-        "^Kōtō shōgaku shūshinsho jidōyō$",
-        "^Shōgaku nihon rekishi$",
-        "^(Theory of the flow of action currents in isolated myelinated nerve fibers).*$",
-        "^Préface$",
-        "^Occupational [Hh]ealth [Ss]ervices.$",
-        "^In Memoriam Professor Toshiyuki TAKESHIMA$",
-        "^Účetní závěrka ve vybraném podniku.*$",
-        "^Financial statements in selected company$",
-        "^Abdominal [Aa]ortic [Aa]neurysms.*$",
-        "^Pseudomyxoma peritonei$",
-        "^Kazalo autora$",
-        "(?i)^uvodna riječ$",
-        "^Motivace jako způsob vedení lidí$",
-        "^Motivation as a leadership$",
-        "^Polyfunkční dům$",
-        "^Multi\\-funkcional building$",
-        "^Podnikatelský plán$",
-        "(?i)^Podnikatelský záměr$",
-        "(?i)^Business Plan$",
-        "^Oceňování nemovitostí$",
-        "^Marketingová komunikace$",
-        "^Marketing communication$",
-        "^Sumario Analítico$",
-        "^Riječ uredništva$",
-        "^Savjetovanja i priredbe$",
-        "^Índice$",
-        "^(Starobosanski nadpisi).*$",
-        "^Vzdělávání pracovníků v organizaci$",
-        "^Staff training in organization$",
-        "^(Life Histories of North American Geometridae).*$",
-        "^Strategická analýza podniku$",
-        "^Strategic Analysis of an Enterprise$",
-        "^Sadržaj$",
-        "^Upute suradnicima$",
-        "^Rodinný dům$",
-        "(?i)^Fami(l)?ly house$",
-        "^Upute autorima$",
-        "^Strategic Analysis$",
-        "^Finanční analýza vybraného podniku$",
-        "^Finanční analýza$",
-        "^Riječ urednika$",
-        "(?i)^Content(s?)$",
-        "(?i)^Inhalt$",
-        "^Jinjō shōgaku shūshinsho jidōyō$",
-        "(?i)^Index$",
-        "^Chūgaku kokubun kyōkasho$",
-        "^Retrato de una mujer$",
-        "^Retrato de un hombre$",
-        "^Kōtō shōgaku dokuhon$",
-        "^Shotōka kokugo$",
-        "^Shōgaku dokuhon$",
-        "^Jinjō shōgaku kokugo dokuhon$",
-        "^Shinsei kokugo dokuhon$",
-        "^Teikoku dokuhon$",
-        "^Instructions to Authors$",
-        "^KİTAP TAHLİLİ$",
-        "^PRZEGLĄD PIŚMIENNICTWA$",
-        "(?i)^Presentación$",
-        "^İçindekiler$",
-        "(?i)^Tabl?e of contents$",
-        "^(CODICE DEL BEATO DE LOS REYES FERNANDO I Y SANCHA).*$",
-        "^(\\[MADRID\\. BIBL\\. NAC\\. N.*KING FERDINAND I.*FROM SAN ISIDORO DE LEON\\. FACUNDUS SCRIPSIT DATED.*\\]).*",
-        "^Editorial( Board)?$",
-        "(?i)^Editorial \\(English\\)$",
-        "^Editörden$",
-        "^(Corpus Oral Dialectal \\(COD\\)\\.).*$",
-        "^(Kiri Karl Morgensternile).*$",
-        "^(\\[Eksliibris Aleksandr).*\\]$",
-        "^(\\[Eksliibris Aleksandr).*$",
-        "^(Eksliibris Aleksandr).*$",
-        "^(Kiri A\\. de Vignolles).*$",
-        "^(2 kirja Karl Morgensternile).*$",
-        "^(Pirita kloostri idaosa arheoloogilised).*$",
-        "^(Kiri tundmatule).*$",
-        "^(Kiri Jenaer Allgemeine Literaturzeitung toimetusele).*$",
-        "^(Eksliibris Nikolai Birukovile).*$",
-        "^(Eksliibris Nikolai Issakovile).*$",
-        "^(WHP Cruise Summary Information of section).*$",
-        "^(Measurement of the top quark\\-pair production cross section with ATLAS in pp collisions at).*$",
-        "^(Measurement of the spin\\-dependent structure function).*",
-        "(?i)^.*authors['’′]? reply\\.?$",
-        "(?i)^.*authors['’′]? response\\.?$"
-      ]
-    },
-    "synonyms": {}
-  }
-}

pom.xml

@@ -345,6 +345,22 @@
 					</exclusion>
 				</exclusions>
 			</dependency>
+
+			<dependency>
+				<groupId>eu.dnetlib</groupId>
+				<artifactId>dnet-actionmanager-common</artifactId>
+				<version>[6.0.0,7.0.0)</version>
+				<exclusions>
+					<exclusion>
+						<groupId>commons-httpclient</groupId>
+						<artifactId>commons-httpclient</artifactId>
+					</exclusion>
+					<exclusion>
+						<groupId>eu.dnetlib</groupId>
+						<artifactId>dnet-openaireplus-mapping-utils</artifactId>
+					</exclusion>
+				</exclusions>
+			</dependency>
 		</dependencies>
 	</dependencyManagement>