[webcrawl] added code and test (code/resource) to verify the deletion of the relations related to results put in blacklist

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/webcrawl/CreateActionSetFromWebEntries.java

@@ -8,7 +8,7 @@ import java.util.*;
 
 import org.apache.commons.io.IOUtils;
 import org.apache.hadoop.io.Text;
-import org.apache.hadoop.io.compress.GzipCodec;
+import org.apache.hadoop.io.compress.BZip2Codec;
 import org.apache.hadoop.mapred.SequenceFileOutputFormat;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.FilterFunction;
@@ -112,7 +112,7 @@ public class CreateActionSetFromWebEntries implements Serializable {
 			.mapToPair(
 				aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
 					new Text(OBJECT_MAPPER.writeValueAsString(aa))))
-			.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
+			.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, BZip2Codec.class);
 
 	}
 

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/webcrawl/RemoveRelationFromActionSet.java

@@ -1,41 +1,62 @@
+
 package eu.dnetlib.dhp.actionmanager.webcrawl;
 
-import com.fasterxml.jackson.databind.ObjectMapper;
+import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
-import eu.dnetlib.dhp.actionmanager.Constants;
+import static org.apache.spark.sql.functions.*;
-import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+
-import eu.dnetlib.dhp.schema.action.AtomicAction;
+import java.io.File;
-import eu.dnetlib.dhp.schema.common.ModelConstants;
+import java.io.Serializable;
-import eu.dnetlib.dhp.schema.oaf.Relation;
+import java.util.Arrays;
-import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory;
+import java.util.Optional;
-import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
+
-import eu.dnetlib.dhp.schema.oaf.utils.PidCleaner;
+import org.apache.commons.io.FileUtils;
-import eu.dnetlib.dhp.schema.oaf.utils.PidType;
 import org.apache.commons.io.IOUtils;
+import org.apache.commons.io.filefilter.DirectoryFileFilter;
+import org.apache.commons.io.filefilter.FileFileFilter;
 import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.compress.BZip2Codec;
 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.api.java.function.FilterFunction;
-import org.apache.spark.api.java.function.FlatMapFunction;
+import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.*;
-import org.apache.spark.sql.types.StructType;
+import org.apache.spark.sql.types.*;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.common.HdfsSupport;
+import eu.dnetlib.dhp.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory;
 import scala.Tuple2;
 
-import java.io.Serializable;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.List;
-import java.util.Optional;
-
-import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
-
 public class RemoveRelationFromActionSet
 	implements Serializable {
 	private static final Logger log = LoggerFactory.getLogger(CreateActionSetFromWebEntries.class);
-    private static final String DOI_PREFIX = "50|doi_________::";
 
+	private static final ObjectMapper MAPPER = new ObjectMapper();
+	private static final StructType KV_SCHEMA = StructType$.MODULE$
+		.apply(
+			Arrays
+				.asList(
+					StructField$.MODULE$.apply("key", DataTypes.StringType, false, Metadata.empty()),
+					StructField$.MODULE$.apply("value", DataTypes.StringType, false, Metadata.empty())));
+
+	private static final StructType ATOMIC_ACTION_SCHEMA = StructType$.MODULE$
+		.apply(
+			Arrays
+				.asList(
+					StructField$.MODULE$.apply("clazz", DataTypes.StringType, false, Metadata.empty()),
+					StructField$.MODULE$
+						.apply(
+							"payload", DataTypes.StringType, false, Metadata.empty())));
 
 	public static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
@@ -56,7 +77,8 @@ public class RemoveRelationFromActionSet
 
 		log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
 
-        final String inputPath = parser.get("actionSetPath");
+		// the actionSet path
+		final String inputPath = parser.get("sourcePath");
 		log.info("inputPath: {}", inputPath);
 
 		final String outputPath = parser.get("outputPath");
@@ -77,66 +99,51 @@ public class RemoveRelationFromActionSet
 			});
 	}
 
-    private static void removeFromActionSet(SparkSession spark, String inputPath, String outputPath, String blackListInputPath) {
+	private static void removeFromActionSet(SparkSession spark, String inputPath, String outputPath,
+		String blackListInputPath) {
+		// read the blacklist
+		Dataset<String> blackList = readBlackList(spark, blackListInputPath)
+			.map(
+				(MapFunction<Row, String>) r -> IdentifierFactory
+					.idFromPid("50", "doi", ((String) r.getAs("DOI / PMID")).substring(16), true),
+				Encoders.STRING());
 
-    }
+		// read the old actionset and get the relations in the payload
+		JavaPairRDD<Text, Text> seq = JavaSparkContext
+			.fromSparkContext(spark.sparkContext())
+			.sequenceFile(inputPath, Text.class, Text.class);
 
-    public static void createActionSet(SparkSession spark, String inputPath,
+		JavaRDD<Row> rdd = seq
-                                       String outputPath, String blackListInputPath) {
+			.map(x -> RowFactory.create(x._1().toString(), x._2().toString()));
 
-        final Dataset<Row> dataset = readWebCrawl(spark, inputPath)
+		Dataset<Row> actionSet = spark
-                .filter("country_code=='IE'")
+			.createDataFrame(rdd, KV_SCHEMA)
-                .drop("publication_year");
+			.withColumn("atomic_action", from_json(col("value"), ATOMIC_ACTION_SCHEMA))
+			.select(expr("atomic_action.*"));
 
-        final Dataset<Row> blackList = readBlackList(spark, blackListInputPath);
+		Dataset<Relation> relation = actionSet
+			.map(
+				(MapFunction<Row, Relation>) r -> MAPPER.readValue((String) r.getAs("payload"), Relation.class),
+				Encoders.bean(Relation.class));
 
-        dataset
+		// select only the relation not matching any pid in the blacklist as source for the relation
-                .join(blackList, dataset.col("id").equalTo(blackList.col("OpenAlexId")), "left")
+		Dataset<Relation> relNoSource = relation
-                .filter((FilterFunction<Row>) r -> r.getAs("OpenAlexId") == null)
+			.joinWith(blackList, relation.col("source").equalTo(blackList.col("value")), "left")
-                .drop("OpenAlexId")
+			.filter((FilterFunction<Tuple2<Relation, String>>) t2 -> t2._2() == null)
-                .flatMap((FlatMapFunction<Row, Relation>) row -> {
+			.map((MapFunction<Tuple2<Relation, String>, Relation>) t2 -> t2._1(), Encoders.bean(Relation.class));
-                    List<Relation> ret = new ArrayList<>();
-                    final String ror = ROR_PREFIX
-                            + IdentifierFactory.md5(PidCleaner.normalizePidValue("ROR", row.getAs("ror")));
-                    ret.addAll(createAffiliationRelationPairDOI(row.getAs("doi"), ror));
 
-                    return ret
+		// select only the relation not matching any pid in the blacklist as target of the relation
-                            .iterator();
+		relNoSource
-                }, Encoders.bean(Relation.class))
+			.joinWith(blackList, relNoSource.col("target").equalTo(blackList.col("value")), "left")
+			.filter((FilterFunction<Tuple2<Relation, String>>) t2 -> t2._2() == null)
+			.map((MapFunction<Tuple2<Relation, String>, Relation>) t2 -> t2._1(), Encoders.bean(Relation.class))
 			.toJavaRDD()
 			.map(p -> new AtomicAction(p.getClass(), p))
 			.mapToPair(
 				aa -> new Tuple2<>(new Text(aa.getClazz().getCanonicalName()),
 					new Text(OBJECT_MAPPER.writeValueAsString(aa))))
-                .saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, GzipCodec.class);
+			.saveAsHadoopFile(outputPath, Text.class, Text.class, SequenceFileOutputFormat.class, BZip2Codec.class);
-
+		;
-    }
-
-    private static Dataset<Row> readWebCrawl(SparkSession spark, String inputPath) {
-        StructType webInfo = StructType
-                .fromDDL(
-                        "`id` STRING , `doi` STRING, `ids` STRUCT<`pmid` :STRING, `pmcid`: STRING >, `publication_year` STRING, "
-                                +
-                                "`authorships` ARRAY<STRUCT <`institutions`: ARRAY <STRUCT <`ror`: STRING, `country_code` :STRING>>>>");
-
-        return spark
-                .read()
-                .schema(webInfo)
-                .json(inputPath)
-                .withColumn(
-                        "authors", functions
-                                .explode(
-                                        functions.col("authorships")))
-                .selectExpr("id", "doi", "ids", "publication_year", "authors.institutions as institutions")
-                .withColumn(
-                        "institution", functions
-                                .explode(
-                                        functions.col("institutions")))
-
-                .selectExpr(
-                        "id", "doi", "institution.ror as ror",
-                        "institution.country_code as country_code", "publication_year")
-                .distinct();
 
 	}
 
@@ -146,99 +153,7 @@ public class RemoveRelationFromActionSet
 			.read()
 			.option("header", true)
 			.csv(inputPath)
-                .select("OpenAlexId");
+			.select("DOI / PMID");
 	}
 
-    private static List<Relation> createAffiliationRelationPairPMCID(String pmcid, String ror) {
-        if (pmcid == null)
-            return new ArrayList<>();
-
-        return createAffiliatioRelationPair(
-                PMCID_PREFIX
-                        + IdentifierFactory
-                        .md5(PidCleaner.normalizePidValue(PidType.pmc.toString(), removeResolver("PMC", pmcid))),
-                ror);
-    }
-
-    private static List<Relation> createAffiliationRelationPairPMID(String pmid, String ror) {
-        if (pmid == null)
-            return new ArrayList<>();
-
-        return createAffiliatioRelationPair(
-                PMID_PREFIX
-                        + IdentifierFactory
-                        .md5(PidCleaner.normalizePidValue(PidType.pmid.toString(), removeResolver("PMID", pmid))),
-                ror);
-    }
-
-    private static String removeResolver(String pidType, String pid) {
-        switch (pidType) {
-            case "PMID":
-                return pid.substring(33);
-            case "PMC":
-                return "PMC" + pid.substring(43);
-            case "DOI":
-                return pid.substring(16);
-        }
-
-        throw new RuntimeException();
-
-    }
-
-    private static List<Relation> createAffiliationRelationPairDOI(String doi, String ror) {
-        if (doi == null)
-            return new ArrayList<>();
-
-        return createAffiliatioRelationPair(
-                DOI_PREFIX
-                        + IdentifierFactory
-                        .md5(PidCleaner.normalizePidValue(PidType.doi.toString(), removeResolver("DOI", doi))),
-                ror);
-
-    }
-
-    private static List<Relation> createAffiliatioRelationPair(String resultId, String orgId) {
-        ArrayList<Relation> newRelations = new ArrayList();
-
-        newRelations
-                .add(
-                        OafMapperUtils
-                                .getRelation(
-                                        orgId, resultId, ModelConstants.RESULT_ORGANIZATION, ModelConstants.AFFILIATION,
-                                        ModelConstants.IS_AUTHOR_INSTITUTION_OF,
-                                        Arrays
-                                                .asList(
-                                                        OafMapperUtils.keyValue(Constants.WEB_CRAWL_ID, Constants.WEB_CRAWL_NAME)),
-                                        OafMapperUtils
-                                                .dataInfo(
-                                                        false, null, false, false,
-                                                        OafMapperUtils
-                                                                .qualifier(
-                                                                        "sysimport:crasswalk:webcrawl", "Imported from Webcrawl",
-                                                                        ModelConstants.DNET_PROVENANCE_ACTIONS, ModelConstants.DNET_PROVENANCE_ACTIONS),
-                                                        "0.9"),
-                                        null));
-
-        newRelations
-                .add(
-                        OafMapperUtils
-                                .getRelation(
-                                        resultId, orgId, ModelConstants.RESULT_ORGANIZATION, ModelConstants.AFFILIATION,
-                                        ModelConstants.HAS_AUTHOR_INSTITUTION,
-                                        Arrays
-                                                .asList(
-                                                        OafMapperUtils.keyValue(Constants.WEB_CRAWL_ID, Constants.WEB_CRAWL_NAME)),
-                                        OafMapperUtils
-                                                .dataInfo(
-                                                        false, null, false, false,
-                                                        OafMapperUtils
-                                                                .qualifier(
-                                                                        "sysimport:crasswalk:webcrawl", "Imported from Webcrawl",
-                                                                        ModelConstants.DNET_PROVENANCE_ACTIONS, ModelConstants.DNET_PROVENANCE_ACTIONS),
-                                                        "0.9"),
-                                        null));
-
-        return newRelations;
-
-    }
 }

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/webcrawl/job.properties

@@ -1,3 +1,11 @@
-sourcePath=/user/miriam.baglioni/openalex-snapshot/data/works/
+#PROPERTIES TO CREATE THE ACTION SET
-outputPath=/tmp/miriam/webcrawlComplete/
+#sourcePath=/user/miriam.baglioni/openalex-snapshot/data/works/
-blackListPath=/user/miriam.baglioni/openalex-blackList
+#outputPath=/tmp/miriam/webcrawlComplete/
+#blackListPath=/user/miriam.baglioni/openalex-blackList
+#resumeFrom=create
+
+#PROPERTIES TO REMOVE FROM THE ACTION SET
+sourcePath=/var/lib/dnet/actionManager_PROD/webcrawl/rawset_28247629-468b-478e-9a42-bc540877125d_1718121542061/
+outputPath=/tmp/miriam/webcrawlRemoved/
+blackListPath=/user/miriam.baglioni/oalexBlackListNormalized
+resumeFrom=remove

dhp-workflows/dhp-aggregation/src/main/resources/eu/dnetlib/dhp/actionmanager/webcrawl/oozie_app/workflow.xml

@@ -20,12 +20,19 @@
         </configuration>
     </global>
 
-    <start to="create_actionset"/>
+    <start to="resumeFrom"/>
 
     <kill name="Kill">
         <message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
     </kill>
 
+    <decision name="resumeFrom">
+        <switch>
+            <case to="create_actionset">${wf:conf('resumeFrom') eq 'create'}</case>
+            <default to="remove_from_actionset"/>
+        </switch>
+    </decision>
+
     <action name="create_actionset">
         <spark xmlns="uri:oozie:spark-action:0.2">
             <master>yarn</master>
@@ -50,5 +57,30 @@
         <ok to="End"/>
         <error to="Kill"/>
     </action>
+
+    <action name="remove_from_actionset">
+        <spark xmlns="uri:oozie:spark-action:0.2">
+            <master>yarn</master>
+            <mode>cluster</mode>
+            <name>Removes some relations found to be wrong from the AS</name>
+            <class>eu.dnetlib.dhp.actionmanager.webcrawl.RemoveRelationFromActionSet</class>
+            <jar>dhp-aggregation-${projectVersion}.jar</jar>
+            <spark-opts>
+                --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.warehouse.dir=${sparkSqlWarehouseDir}
+            </spark-opts>
+            <arg>--sourcePath</arg><arg>${sourcePath}</arg>
+            <arg>--outputPath</arg><arg>${outputPath}</arg>
+            <arg>--blackListPath</arg><arg>${blackListPath}</arg>
+        </spark>
+        <ok to="End"/>
+        <error to="Kill"/>
+    </action>
     <end name="End"/>
 </workflow-app>

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/webcrawl/CreateASTest.java

@@ -2,6 +2,7 @@
 package eu.dnetlib.dhp.actionmanager.webcrawl;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 import java.io.IOException;
 import java.nio.file.Files;
@@ -101,7 +102,10 @@ public class CreateASTest {
 			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
 			.map(aa -> ((Relation) aa.getPayload()));
 
-		Assertions.assertEquals(58, tmp.count());
+		tmp.foreach(r -> System.out.println(new ObjectMapper().writeValueAsString(r)));
+		tmp.foreach(r -> assertTrue(r.getSource().startsWith("20|ror") || r.getSource().startsWith("50|doi")));
+		tmp.foreach(r -> assertTrue(r.getTarget().startsWith("20|ror") || r.getTarget().startsWith("50|doi")));
+		Assertions.assertEquals(24, tmp.count());
 
 	}
 
@@ -112,7 +116,7 @@ public class CreateASTest {
 
 		String inputPath = getClass()
 			.getResource(
-				"/eu/dnetlib/dhp/actionmanager/webcrawl/")
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/input/")
 			.getPath();
 		String blackListPath = getClass()
 			.getResource(
@@ -194,7 +198,7 @@ public class CreateASTest {
 
 		Assertions
 			.assertEquals(
-				2, tmp
+				1, tmp
 					.filter(
 						r -> r
 							.getSource()
@@ -207,7 +211,7 @@ public class CreateASTest {
 
 		Assertions
 			.assertEquals(
-				2, tmp
+				1, tmp
 					.filter(
 						r -> r
 							.getTarget()
@@ -228,13 +232,13 @@ public class CreateASTest {
 								"20|ror_________::" + IdentifierFactory
 									.md5(
 										PidCleaner
-											.normalizePidValue(PidType.doi.toString(), "https://ror.org/03265fv13")))
+											.normalizePidValue("ROR", "https://ror.org/03265fv13")))
 							&& r.getSource().startsWith("50|doi"))
 					.count());
 
 		Assertions
 			.assertEquals(
-				1, tmp
+				0, tmp
 					.filter(
 						r -> r
 							.getTarget()
@@ -268,6 +272,10 @@ public class CreateASTest {
 			.getResource(
 				"/eu/dnetlib/dhp/actionmanager/webcrawl")
 			.getPath();
+		String blackListPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/blackList/")
+			.getPath();
 
 		CreateActionSetFromWebEntries
 			.main(
@@ -277,7 +285,8 @@ public class CreateASTest {
 					"-sourcePath",
 					inputPath,
 					"-outputPath",
-					workingDir.toString() + "/actionSet1"
+					workingDir.toString() + "/actionSet1",
+					"-blackListPath", blackListPath
 				});
 
 		final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/webcrawl/RemoveFromASTest.java

@@ -0,0 +1,108 @@
+
+package eu.dnetlib.dhp.actionmanager.webcrawl;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.io.Text;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.SparkSession;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.schema.action.AtomicAction;
+import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.schema.oaf.utils.IdentifierFactory;
+import eu.dnetlib.dhp.schema.oaf.utils.PidCleaner;
+import eu.dnetlib.dhp.schema.oaf.utils.PidType;
+
+/**
+ * @author miriam.baglioni
+ * @Date 22/04/24
+ */
+public class RemoveFromASTest {
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	private static SparkSession spark;
+
+	private static Path workingDir;
+	private static final Logger log = LoggerFactory
+		.getLogger(RemoveFromASTest.class);
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files
+			.createTempDirectory(RemoveFromASTest.class.getSimpleName());
+		log.info("using work dir {}", workingDir);
+
+		SparkConf conf = new SparkConf();
+		conf.setAppName(RemoveFromASTest.class.getSimpleName());
+
+		conf.setMaster("local[*]");
+		conf.set("spark.driver.host", "localhost");
+		conf.set("hive.metastore.local", "true");
+		conf.set("spark.ui.enabled", "false");
+		conf.set("spark.sql.warehouse.dir", workingDir.toString());
+		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
+
+		spark = SparkSession
+			.builder()
+			.appName(RemoveFromASTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
+	}
+
+	@AfterAll
+	public static void afterAll() throws IOException {
+		FileUtils.deleteDirectory(workingDir.toFile());
+		spark.stop();
+	}
+
+	@Test
+	void testNumberofRelations() throws Exception {
+
+		String inputPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/actionSet/")
+			.getPath();
+		String blackListPath = getClass()
+			.getResource(
+				"/eu/dnetlib/dhp/actionmanager/webcrawl/blackListRemove/")
+			.getPath();
+
+		RemoveRelationFromActionSet
+			.main(
+				new String[] {
+					"-isSparkSessionManaged",
+					Boolean.FALSE.toString(),
+					"-sourcePath",
+					inputPath,
+					"-outputPath",
+					workingDir.toString() + "/actionSet1",
+					"-blackListPath", blackListPath
+				});
+
+		final JavaSparkContext sc = new JavaSparkContext(spark.sparkContext());
+
+		JavaRDD<Relation> tmp = sc
+			.sequenceFile(workingDir.toString() + "/actionSet1", Text.class, Text.class)
+			.map(value -> OBJECT_MAPPER.readValue(value._2().toString(), AtomicAction.class))
+			.map(aa -> ((Relation) aa.getPayload()));
+
+		Assertions.assertEquals(22, tmp.count());
+
+	}
+
+}

dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/webcrawl/blackListRemove/not_irish.csv

@@ -0,0 +1,2 @@
+DOI / PMID,OpenAlexId,Comments,
+https://doi.org/10.1098/rstl.1684.0023,https://openalex.org/W2124362779,,