Merge pull request '[ENRICHMENT][BETA] Use of community API in enrichment process AND addition to tagging result for communities through projects' (#359) from propagationapi into beta

Reviewed-on: #359
This commit is contained in:
Claudio Atzori 2023-11-30 14:20:33 +01:00
commit 4cbabc9fbc
103 changed files with 1783 additions and 679 deletions

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@ -79,8 +79,8 @@ public class PrepareAffiliationRelationsTest {
.getPath();
String pubmedAffiliationRelationsPath = getClass()
.getResource("/eu/dnetlib/dhp/actionmanager/bipaffiliations/doi_to_ror.json")
.getPath();
.getResource("/eu/dnetlib/dhp/actionmanager/bipaffiliations/doi_to_ror.json")
.getPath();
String outputPath = workingDir.toString() + "/actionSet";

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@ -71,6 +71,9 @@ public class PropagationConstant {
public static final String PROPAGATION_RESULT_COMMUNITY_ORGANIZATION_CLASS_ID = "result:community:organization";
public static final String PROPAGATION_RESULT_COMMUNITY_ORGANIZATION_CLASS_NAME = " Propagation of result belonging to community through organization";
public static final String PROPAGATION_RESULT_COMMUNITY_PROJECT_CLASS_ID = "result:community:project";
public static final String PROPAGATION_RESULT_COMMUNITY_PROJECT_CLASS_NAME = " Propagation of result belonging to community through project";
public static final String PROPAGATION_ORCID_TO_RESULT_FROM_SEM_REL_CLASS_ID = "authorpid:result";
public static final String PROPAGATION_ORCID_TO_RESULT_FROM_SEM_REL_CLASS_NAME = "Propagation of authors pid to result through semantic relations";

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@ -0,0 +1,80 @@
package eu.dnetlib.dhp.api;
import java.io.BufferedReader;
import java.io.IOException;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
import org.jetbrains.annotations.NotNull;
/**
* @author miriam.baglioni
* @Date 06/10/23
*/
public class QueryCommunityAPI {
private static String get(String geturl) throws IOException {
URL url = new URL(geturl);
HttpURLConnection conn = (HttpURLConnection) url.openConnection();
conn.setDoOutput(true);
conn.setRequestMethod("GET");
int responseCode = conn.getResponseCode();
String body = getBody(conn);
conn.disconnect();
if (responseCode != HttpURLConnection.HTTP_OK)
throw new IOException("Unexpected code " + responseCode + body);
return body;
}
public static String communities(String baseURL) throws IOException {
return get(baseURL + "communities");
}
public static String community(String id, String baseURL) throws IOException {
return get(baseURL + id);
}
public static String communityDatasource(String id, String baseURL) throws IOException {
return get(baseURL + id + "/contentproviders");
}
public static String communityPropagationOrganization(String id, String baseURL) throws IOException {
return get(baseURL + id + "/propagationOrganizations");
}
public static String communityProjects(String id, String page, String size, String baseURL) throws IOException {
return get(baseURL + id + "/projects/" + page + "/" + size);
}
@NotNull
private static String getBody(HttpURLConnection conn) throws IOException {
String body = "{}";
try (BufferedReader br = new BufferedReader(
new InputStreamReader(conn.getInputStream(), "utf-8"))) {
StringBuilder response = new StringBuilder();
String responseLine = null;
while ((responseLine = br.readLine()) != null) {
response.append(responseLine.trim());
}
body = response.toString();
}
return body;
}
}

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@ -0,0 +1,170 @@
package eu.dnetlib.dhp.api;
import java.io.IOException;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.stream.Collectors;
import javax.management.Query;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.amazonaws.util.StringUtils;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.google.common.collect.Maps;
import eu.dnetlib.dhp.api.model.*;
import eu.dnetlib.dhp.bulktag.community.Community;
import eu.dnetlib.dhp.bulktag.community.CommunityConfiguration;
import eu.dnetlib.dhp.bulktag.community.Provider;
import eu.dnetlib.dhp.bulktag.criteria.VerbResolver;
import eu.dnetlib.dhp.bulktag.criteria.VerbResolverFactory;
import eu.dnetlib.dhp.resulttocommunityfromorganization.SparkResultToCommunityFromOrganizationJob;
/**
* @author miriam.baglioni
* @Date 09/10/23
*/
public class Utils implements Serializable {
private static final ObjectMapper MAPPER = new ObjectMapper();
private static final VerbResolver resolver = VerbResolverFactory.newInstance();
private static final Logger log = LoggerFactory.getLogger(Utils.class);
public static CommunityConfiguration getCommunityConfiguration(String baseURL) throws IOException {
final Map<String, Community> communities = Maps.newHashMap();
List<Community> validCommunities = new ArrayList<>();
getValidCommunities(baseURL)
.forEach(community -> {
try {
CommunityModel cm = MAPPER
.readValue(QueryCommunityAPI.community(community.getId(), baseURL), CommunityModel.class);
validCommunities.add(getCommunity(cm));
} catch (IOException e) {
throw new RuntimeException(e);
}
});
validCommunities.forEach(community -> {
try {
DatasourceList dl = MAPPER
.readValue(
QueryCommunityAPI.communityDatasource(community.getId(), baseURL), DatasourceList.class);
community.setProviders(dl.stream().map(d -> {
if (d.getEnabled() == null || Boolean.FALSE.equals(d.getEnabled()))
return null;
Provider p = new Provider();
p.setOpenaireId("10|" + d.getOpenaireId());
p.setSelectionConstraints(d.getSelectioncriteria());
if (p.getSelectionConstraints() != null)
p.getSelectionConstraints().setSelection(resolver);
return p;
})
.filter(Objects::nonNull)
.collect(Collectors.toList()));
} catch (IOException e) {
throw new RuntimeException(e);
}
});
validCommunities.forEach(community -> {
if (community.isValid())
communities.put(community.getId(), community);
});
return new CommunityConfiguration(communities);
}
private static Community getCommunity(CommunityModel cm) {
Community c = new Community();
c.setId(cm.getId());
c.setZenodoCommunities(cm.getOtherZenodoCommunities());
if (!StringUtils.isNullOrEmpty(cm.getZenodoCommunity()))
c.getZenodoCommunities().add(cm.getZenodoCommunity());
c.setSubjects(cm.getSubjects());
c.getSubjects().addAll(cm.getFos());
c.getSubjects().addAll(cm.getSdg());
if (cm.getAdvancedConstraints() != null) {
c.setConstraints(cm.getAdvancedConstraints());
c.getConstraints().setSelection(resolver);
}
if (cm.getRemoveConstraints() != null) {
c.setRemoveConstraints(cm.getRemoveConstraints());
c.getRemoveConstraints().setSelection(resolver);
}
return c;
}
public static List<CommunityModel> getValidCommunities(String baseURL) throws IOException {
return MAPPER
.readValue(QueryCommunityAPI.communities(baseURL), CommunitySummary.class)
.stream()
.filter(
community -> !community.getStatus().equals("hidden") &&
(community.getType().equals("ri") || community.getType().equals("community")))
.collect(Collectors.toList());
}
/**
* it returns for each organization the list of associated communities
*/
public static CommunityEntityMap getCommunityOrganization(String baseURL) throws IOException {
CommunityEntityMap organizationMap = new CommunityEntityMap();
getValidCommunities(baseURL)
.forEach(community -> {
String id = community.getId();
try {
List<String> associatedOrgs = MAPPER
.readValue(
QueryCommunityAPI.communityPropagationOrganization(id, baseURL), OrganizationList.class);
associatedOrgs.forEach(o -> {
if (!organizationMap
.keySet()
.contains(
"20|" + o))
organizationMap.put("20|" + o, new ArrayList<>());
organizationMap.get("20|" + o).add(community.getId());
});
} catch (IOException e) {
throw new RuntimeException(e);
}
});
return organizationMap;
}
public static CommunityEntityMap getCommunityProjects(String baseURL) throws IOException {
CommunityEntityMap projectMap = new CommunityEntityMap();
getValidCommunities(baseURL)
.forEach(community -> {
int page = -1;
int size = 100;
ContentModel cm = new ContentModel();
do {
page++;
try {
cm = MAPPER
.readValue(
QueryCommunityAPI
.communityProjects(
community.getId(), String.valueOf(page), String.valueOf(size), baseURL),
ContentModel.class);
if (cm.getContent().size() > 0) {
cm.getContent().forEach(p -> {
if (!projectMap.keySet().contains("40|" + p.getOpenaireId()))
projectMap.put("40|" + p.getOpenaireId(), new ArrayList<>());
projectMap.get("40|" + p.getOpenaireId()).add(community.getId());
});
}
} catch (IOException e) {
throw new RuntimeException(e);
}
} while (!cm.getLast());
});
return projectMap;
}
}

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@ -0,0 +1,43 @@
package eu.dnetlib.dhp.api.model;
import com.fasterxml.jackson.annotation.JsonAutoDetect;
import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
import com.google.gson.Gson;
import eu.dnetlib.dhp.bulktag.community.SelectionConstraints;
@JsonAutoDetect
@JsonIgnoreProperties(ignoreUnknown = true)
public class CommunityContentprovider {
private String openaireId;
private SelectionConstraints selectioncriteria;
private String enabled;
public String getEnabled() {
return enabled;
}
public void setEnabled(String enabled) {
this.enabled = enabled;
}
public String getOpenaireId() {
return openaireId;
}
public void setOpenaireId(final String openaireId) {
this.openaireId = openaireId;
}
public SelectionConstraints getSelectioncriteria() {
return this.selectioncriteria;
}
public void setSelectioncriteria(SelectionConstraints selectioncriteria) {
this.selectioncriteria = selectioncriteria;
}
}

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@ -1,13 +1,13 @@
package eu.dnetlib.dhp.resulttocommunityfromorganization;
package eu.dnetlib.dhp.api.model;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
public class OrganizationMap extends HashMap<String, List<String>> {
public class CommunityEntityMap extends HashMap<String, List<String>> {
public OrganizationMap() {
public CommunityEntityMap() {
super();
}

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@ -0,0 +1,108 @@
package eu.dnetlib.dhp.api.model;
import java.io.Serializable;
import java.util.List;
import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
import eu.dnetlib.dhp.bulktag.community.SelectionConstraints;
/**
* @author miriam.baglioni
* @Date 06/10/23
*/
@JsonIgnoreProperties(ignoreUnknown = true)
public class CommunityModel implements Serializable {
private String id;
private String type;
private String status;
private String zenodoCommunity;
private List<String> subjects;
private List<String> otherZenodoCommunities;
private List<String> fos;
private List<String> sdg;
private SelectionConstraints advancedConstraints;
private SelectionConstraints removeConstraints;
public String getZenodoCommunity() {
return zenodoCommunity;
}
public void setZenodoCommunity(String zenodoCommunity) {
this.zenodoCommunity = zenodoCommunity;
}
public List<String> getSubjects() {
return subjects;
}
public void setSubjects(List<String> subjects) {
this.subjects = subjects;
}
public List<String> getOtherZenodoCommunities() {
return otherZenodoCommunities;
}
public void setOtherZenodoCommunities(List<String> otherZenodoCommunities) {
this.otherZenodoCommunities = otherZenodoCommunities;
}
public List<String> getFos() {
return fos;
}
public void setFos(List<String> fos) {
this.fos = fos;
}
public List<String> getSdg() {
return sdg;
}
public void setSdg(List<String> sdg) {
this.sdg = sdg;
}
public SelectionConstraints getRemoveConstraints() {
return removeConstraints;
}
public void setRemoveConstraints(SelectionConstraints removeConstraints) {
this.removeConstraints = removeConstraints;
}
public SelectionConstraints getAdvancedConstraints() {
return advancedConstraints;
}
public void setAdvancedConstraints(SelectionConstraints advancedConstraints) {
this.advancedConstraints = advancedConstraints;
}
public String getId() {
return id;
}
public void setId(String id) {
this.id = id;
}
public String getType() {
return type;
}
public void setType(String type) {
this.type = type;
}
public String getStatus() {
return status;
}
public void setStatus(String status) {
this.status = status;
}
}

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@ -0,0 +1,15 @@
package eu.dnetlib.dhp.api.model;
import java.io.Serializable;
import java.util.ArrayList;
/**
* @author miriam.baglioni
* @Date 06/10/23
*/
public class CommunitySummary extends ArrayList<CommunityModel> implements Serializable {
public CommunitySummary() {
super();
}
}

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@ -0,0 +1,51 @@
package eu.dnetlib.dhp.api.model;
import java.io.Serializable;
import java.util.List;
import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
/**
* @author miriam.baglioni
* @Date 09/10/23
*/
@JsonIgnoreProperties(ignoreUnknown = true)
public class ContentModel implements Serializable {
private List<ProjectModel> content;
private Integer totalPages;
private Boolean last;
private Integer number;
public List<ProjectModel> getContent() {
return content;
}
public void setContent(List<ProjectModel> content) {
this.content = content;
}
public Integer getTotalPages() {
return totalPages;
}
public void setTotalPages(Integer totalPages) {
this.totalPages = totalPages;
}
public Boolean getLast() {
return last;
}
public void setLast(Boolean last) {
this.last = last;
}
public Integer getNumber() {
return number;
}
public void setNumber(Integer number) {
this.number = number;
}
}

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@ -0,0 +1,13 @@
package eu.dnetlib.dhp.api.model;
import java.io.Serializable;
import java.util.ArrayList;
import eu.dnetlib.dhp.api.model.CommunityContentprovider;
public class DatasourceList extends ArrayList<CommunityContentprovider> implements Serializable {
public DatasourceList() {
super();
}
}

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@ -0,0 +1,16 @@
package eu.dnetlib.dhp.api.model;
import java.io.Serializable;
import java.util.ArrayList;
/**
* @author miriam.baglioni
* @Date 09/10/23
*/
public class OrganizationList extends ArrayList<String> implements Serializable {
public OrganizationList() {
super();
}
}

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@ -0,0 +1,24 @@
package eu.dnetlib.dhp.api.model;
import java.io.Serializable;
import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
/**
* @author miriam.baglioni
* @Date 09/10/23
*/
@JsonIgnoreProperties(ignoreUnknown = true)
public class ProjectModel implements Serializable {
private String openaireId;
public String getOpenaireId() {
return openaireId;
}
public void setOpenaireId(String openaireId) {
this.openaireId = openaireId;
}
}

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@ -9,7 +9,6 @@ import java.util.*;
import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.function.FilterFunction;
import org.apache.spark.api.java.function.ForeachFunction;
import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Encoders;
@ -21,8 +20,11 @@ import org.slf4j.LoggerFactory;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.google.gson.Gson;
import eu.dnetlib.dhp.api.Utils;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.bulktag.community.*;
import eu.dnetlib.dhp.schema.common.EntityType;
import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.Datasource;
import eu.dnetlib.dhp.schema.oaf.Result;
import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
@ -54,50 +56,39 @@ public class SparkBulkTagJob {
.orElse(Boolean.TRUE);
log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
Boolean isTest = Optional
.ofNullable(parser.get("isTest"))
.map(Boolean::valueOf)
.orElse(Boolean.FALSE);
log.info("isTest: {} ", isTest);
final String inputPath = parser.get("sourcePath");
log.info("inputPath: {}", inputPath);
final String outputPath = parser.get("outputPath");
log.info("outputPath: {}", outputPath);
final String baseURL = parser.get("baseURL");
log.info("baseURL: {}", baseURL);
ProtoMap protoMappingParams = new Gson().fromJson(parser.get("pathMap"), ProtoMap.class);
log.info("pathMap: {}", new Gson().toJson(protoMappingParams));
final String resultClassName = parser.get("resultTableName");
log.info("resultTableName: {}", resultClassName);
final Boolean saveGraph = Optional
.ofNullable(parser.get("saveGraph"))
.map(Boolean::valueOf)
.orElse(Boolean.TRUE);
log.info("saveGraph: {}", saveGraph);
Class<? extends Result> resultClazz = (Class<? extends Result>) Class.forName(resultClassName);
SparkConf conf = new SparkConf();
CommunityConfiguration cc;
String taggingConf = parser.get("taggingConf");
String taggingConf = Optional
.ofNullable(parser.get("taggingConf"))
.map(String::valueOf)
.orElse(null);
if (isTest) {
if (taggingConf != null) {
cc = CommunityConfigurationFactory.newInstance(taggingConf);
} else {
cc = QueryInformationSystem.getCommunityConfiguration(parser.get("isLookUpUrl"));
cc = Utils.getCommunityConfiguration(baseURL);
log.info(OBJECT_MAPPER.writeValueAsString(cc));
}
runWithSparkSession(
conf,
isSparkSessionManaged,
spark -> {
removeOutputDir(spark, outputPath);
extendCommunityConfigurationForEOSC(spark, inputPath, cc);
execBulkTag(spark, inputPath, outputPath, protoMappingParams, resultClazz, cc);
execBulkTag(spark, inputPath, outputPath, protoMappingParams, cc);
});
}
@ -106,10 +97,7 @@ public class SparkBulkTagJob {
Dataset<String> datasources = readPath(
spark, inputPath
.substring(
0,
inputPath.lastIndexOf("/"))
+ "/datasource",
+ "datasource",
Datasource.class)
.filter((FilterFunction<Datasource>) ds -> isOKDatasource(ds))
.map((MapFunction<Datasource, String>) ds -> ds.getId(), Encoders.STRING());
@ -117,10 +105,10 @@ public class SparkBulkTagJob {
Map<String, List<Pair<String, SelectionConstraints>>> dsm = cc.getEoscDatasourceMap();
for (String ds : datasources.collectAsList()) {
final String dsId = ds.substring(3);
if (!dsm.containsKey(dsId)) {
// final String dsId = ds.substring(3);
if (!dsm.containsKey(ds)) {
ArrayList<Pair<String, SelectionConstraints>> eoscList = new ArrayList<>();
dsm.put(dsId, eoscList);
dsm.put(ds, eoscList);
}
}
@ -142,22 +130,30 @@ public class SparkBulkTagJob {
String inputPath,
String outputPath,
ProtoMap protoMappingParams,
Class<R> resultClazz,
CommunityConfiguration communityConfiguration) {
ResultTagger resultTagger = new ResultTagger();
readPath(spark, inputPath, resultClazz)
.map(patchResult(), Encoders.bean(resultClazz))
.filter(Objects::nonNull)
.map(
(MapFunction<R, R>) value -> resultTagger
.enrichContextCriteria(
value, communityConfiguration, protoMappingParams),
Encoders.bean(resultClazz))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(outputPath);
ModelSupport.entityTypes
.keySet()
.parallelStream()
.filter(e -> ModelSupport.isResult(e))
.forEach(e -> {
removeOutputDir(spark, outputPath + e.name());
ResultTagger resultTagger = new ResultTagger();
Class<R> resultClazz = ModelSupport.entityTypes.get(e);
readPath(spark, inputPath + e.name(), resultClazz)
.map(patchResult(), Encoders.bean(resultClazz))
.filter(Objects::nonNull)
.map(
(MapFunction<R, R>) value -> resultTagger
.enrichContextCriteria(
value, communityConfiguration, protoMappingParams),
Encoders.bean(resultClazz))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(outputPath + e.name());
});
}
public static <R> Dataset<R> readPath(

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@ -4,6 +4,7 @@ package eu.dnetlib.dhp.bulktag.community;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;
import java.util.Optional;
import com.google.gson.Gson;
@ -13,7 +14,7 @@ public class Community implements Serializable {
private String id;
private List<String> subjects = new ArrayList<>();
private List<Provider> providers = new ArrayList<>();
private List<ZenodoCommunity> zenodoCommunities = new ArrayList<>();
private List<String> zenodoCommunities = new ArrayList<>();
private SelectionConstraints constraints = new SelectionConstraints();
private SelectionConstraints removeConstraints = new SelectionConstraints();
@ -26,7 +27,7 @@ public class Community implements Serializable {
return !getSubjects().isEmpty()
|| !getProviders().isEmpty()
|| !getZenodoCommunities().isEmpty()
|| getConstraints().getCriteria() != null;
|| (Optional.ofNullable(getConstraints()).isPresent() && getConstraints().getCriteria() != null);
}
public String getId() {
@ -53,11 +54,11 @@ public class Community implements Serializable {
this.providers = providers;
}
public List<ZenodoCommunity> getZenodoCommunities() {
public List<String> getZenodoCommunities() {
return zenodoCommunities;
}
public void setZenodoCommunities(List<ZenodoCommunity> zenodoCommunities) {
public void setZenodoCommunities(List<String> zenodoCommunities) {
this.zenodoCommunities = zenodoCommunities;
}

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@ -81,7 +81,7 @@ public class CommunityConfiguration implements Serializable {
this.removeConstraintsMap = removeConstraintsMap;
}
CommunityConfiguration(final Map<String, Community> communities) {
public CommunityConfiguration(final Map<String, Community> communities) {
this.communities = communities;
init();
}
@ -117,10 +117,10 @@ public class CommunityConfiguration implements Serializable {
add(d.getOpenaireId(), new Pair<>(id, d.getSelectionConstraints()), datasourceMap);
}
// get zenodo communities
for (ZenodoCommunity zc : c.getZenodoCommunities()) {
for (String zc : c.getZenodoCommunities()) {
add(
zc.getZenodoCommunityId(),
new Pair<>(id, zc.getSelCriteria()),
zc,
new Pair<>(id, null),
zenodocommunityMap);
}
selectionConstraintsMap.put(id, c.getConstraints());

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@ -143,16 +143,16 @@ public class CommunityConfigurationFactory {
return providerList;
}
private static List<ZenodoCommunity> parseZenodoCommunities(final Node node) {
private static List<String> parseZenodoCommunities(final Node node) {
final List<Node> list = node.selectNodes("./zenodocommunities/zenodocommunity");
final List<ZenodoCommunity> zenodoCommunityList = new ArrayList<>();
final List<String> zenodoCommunityList = new ArrayList<>();
for (Node n : list) {
ZenodoCommunity zc = new ZenodoCommunity();
zc.setZenodoCommunityId(n.selectSingleNode("./zenodoid").getText());
zc.setSelCriteria(n.selectSingleNode("./selcriteria"));
// ZenodoCommunity zc = new ZenodoCommunity();
// zc.setZenodoCommunityId(n.selectSingleNode("./zenodoid").getText());
// zc.setSelCriteria(n.selectSingleNode("./selcriteria"));
zenodoCommunityList.add(zc);
zenodoCommunityList.add(n.selectSingleNode("./zenodoid").getText());
}
log.info("size of the zenodo community list " + zenodoCommunityList.size());

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@ -4,6 +4,8 @@ package eu.dnetlib.dhp.bulktag.community;
import java.io.Serializable;
import java.lang.reflect.InvocationTargetException;
import org.apache.htrace.fasterxml.jackson.annotation.JsonIgnore;
import eu.dnetlib.dhp.bulktag.criteria.Selection;
import eu.dnetlib.dhp.bulktag.criteria.VerbResolver;
@ -12,6 +14,7 @@ public class Constraint implements Serializable {
private String field;
private String value;
// private String element;
@JsonIgnore
private Selection selection;
public String getVerb() {
@ -38,10 +41,11 @@ public class Constraint implements Serializable {
this.value = value;
}
public void setSelection(Selection sel) {
selection = sel;
}
//@JsonIgnore
// public void setSelection(Selection sel) {
// selection = sel;
// }
@JsonIgnore
public void setSelection(VerbResolver resolver)
throws InvocationTargetException, NoSuchMethodException, InstantiationException,
IllegalAccessException {
@ -52,11 +56,4 @@ public class Constraint implements Serializable {
return selection.apply(metadata);
}
// public String getElement() {
// return element;
// }
//
// public void setElement(String element) {
// this.element = element;
// }
}

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@ -1,34 +0,0 @@
package eu.dnetlib.dhp.bulktag.community;
import java.io.IOException;
import java.util.List;
import org.apache.commons.io.IOUtils;
import org.dom4j.DocumentException;
import org.xml.sax.SAXException;
import com.google.common.base.Joiner;
import eu.dnetlib.dhp.utils.ISLookupClientFactory;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpException;
import eu.dnetlib.enabling.is.lookup.rmi.ISLookUpService;
public class QueryInformationSystem {
public static CommunityConfiguration getCommunityConfiguration(final String isLookupUrl)
throws ISLookUpException, DocumentException, SAXException, IOException {
ISLookUpService isLookUp = ISLookupClientFactory.getLookUpService(isLookupUrl);
final List<String> res = isLookUp
.quickSearchProfile(
IOUtils
.toString(
QueryInformationSystem.class
.getResourceAsStream(
"/eu/dnetlib/dhp/bulktag/query.xq")));
final String xmlConf = "<communities>" + Joiner.on(" ").join(res) + "</communities>";
return CommunityConfigurationFactory.newInstance(xmlConf);
}
}

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@ -82,19 +82,23 @@ public class ResultTagger implements Serializable {
// communities contains all the communities to be not added to the context
final Set<String> removeCommunities = new HashSet<>();
// if (conf.getRemoveConstraintsMap().keySet().size() > 0)
conf
.getRemoveConstraintsMap()
.keySet()
.forEach(communityId -> {
if (conf.getRemoveConstraintsMap().get(communityId).getCriteria() != null &&
conf
.getRemoveConstraintsMap()
.get(communityId)
.getCriteria()
.stream()
.anyMatch(crit -> crit.verifyCriteria(param)))
removeCommunities.add(communityId);
});
.forEach(
communityId -> {
// log.info("Remove constraints for " + communityId);
if (conf.getRemoveConstraintsMap().keySet().contains(communityId) &&
conf.getRemoveConstraintsMap().get(communityId).getCriteria() != null &&
conf
.getRemoveConstraintsMap()
.get(communityId)
.getCriteria()
.stream()
.anyMatch(crit -> crit.verifyCriteria(param)))
removeCommunities.add(communityId);
});
// communities contains all the communities to be added as context for the result
final Set<String> communities = new HashSet<>();
@ -124,10 +128,10 @@ public class ResultTagger implements Serializable {
if (Objects.nonNull(result.getInstance())) {
for (Instance i : result.getInstance()) {
if (Objects.nonNull(i.getCollectedfrom()) && Objects.nonNull(i.getCollectedfrom().getKey())) {
collfrom.add(StringUtils.substringAfter(i.getCollectedfrom().getKey(), "|"));
collfrom.add(i.getCollectedfrom().getKey());
}
if (Objects.nonNull(i.getHostedby()) && Objects.nonNull(i.getHostedby().getKey())) {
hostdby.add(StringUtils.substringAfter(i.getHostedby().getKey(), "|"));
hostdby.add(i.getHostedby().getKey());
}
}

View File

@ -7,11 +7,13 @@ import java.util.Collection;
import java.util.List;
import java.util.Map;
import com.fasterxml.jackson.annotation.JsonAutoDetect;
import com.google.gson.Gson;
import com.google.gson.reflect.TypeToken;
import eu.dnetlib.dhp.bulktag.criteria.VerbResolver;
@JsonAutoDetect
public class SelectionConstraints implements Serializable {
private List<Constraints> criteria;

View File

@ -9,9 +9,7 @@ import java.util.*;
import org.apache.commons.io.IOUtils;
import org.apache.hadoop.io.compress.GzipCodec;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.function.FilterFunction;
import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.api.java.function.MapGroupsFunction;
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Encoders;
import org.apache.spark.sql.SparkSession;
@ -20,6 +18,8 @@ import org.slf4j.LoggerFactory;
import com.google.gson.Gson;
import eu.dnetlib.dhp.api.Utils;
import eu.dnetlib.dhp.api.model.CommunityEntityMap;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.schema.common.ModelConstants;
import eu.dnetlib.dhp.schema.oaf.Relation;
@ -48,10 +48,10 @@ public class PrepareResultCommunitySet {
final String outputPath = parser.get("outputPath");
log.info("outputPath: {}", outputPath);
final OrganizationMap organizationMap = new Gson()
.fromJson(
parser.get("organizationtoresultcommunitymap"),
OrganizationMap.class);
final String baseURL = parser.get("baseURL");
log.info("baseURL: {}", baseURL);
final CommunityEntityMap organizationMap = Utils.getCommunityOrganization(baseURL);
log.info("organizationMap: {}", new Gson().toJson(organizationMap));
SparkConf conf = new SparkConf();
@ -70,7 +70,7 @@ public class PrepareResultCommunitySet {
SparkSession spark,
String inputPath,
String outputPath,
OrganizationMap organizationMap) {
CommunityEntityMap organizationMap) {
Dataset<Relation> relation = readPath(spark, inputPath, Relation.class);
relation.createOrReplaceTempView("relation");
@ -115,7 +115,7 @@ public class PrepareResultCommunitySet {
}
private static MapFunction<ResultOrganizations, ResultCommunityList> mapResultCommunityFn(
OrganizationMap organizationMap) {
CommunityEntityMap organizationMap) {
return value -> {
String rId = value.getResultId();
Optional<List<String>> orgs = Optional.ofNullable(value.getMerges());

View File

@ -2,7 +2,7 @@
package eu.dnetlib.dhp.resulttocommunityfromorganization;
import static eu.dnetlib.dhp.PropagationConstant.*;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
import java.util.ArrayList;
import java.util.Arrays;
@ -22,6 +22,7 @@ import org.slf4j.LoggerFactory;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.schema.common.ModelConstants;
import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.Context;
import eu.dnetlib.dhp.schema.oaf.Result;
import scala.Tuple2;
@ -53,29 +54,14 @@ public class SparkResultToCommunityFromOrganizationJob {
final String possibleupdatespath = parser.get("preparedInfoPath");
log.info("preparedInfoPath: {}", possibleupdatespath);
final String resultClassName = parser.get("resultTableName");
log.info("resultTableName: {}", resultClassName);
final Boolean saveGraph = Optional
.ofNullable(parser.get("saveGraph"))
.map(Boolean::valueOf)
.orElse(Boolean.TRUE);
log.info("saveGraph: {}", saveGraph);
@SuppressWarnings("unchecked")
Class<? extends Result> resultClazz = (Class<? extends Result>) Class.forName(resultClassName);
SparkConf conf = new SparkConf();
conf.set("hive.metastore.uris", parser.get("hive_metastore_uris"));
runWithSparkHiveSession(
runWithSparkSession(
conf,
isSparkSessionManaged,
spark -> {
removeOutputDir(spark, outputPath);
if (saveGraph) {
execPropagation(spark, inputPath, outputPath, resultClazz, possibleupdatespath);
}
execPropagation(spark, inputPath, outputPath, possibleupdatespath);
});
}
@ -83,22 +69,32 @@ public class SparkResultToCommunityFromOrganizationJob {
SparkSession spark,
String inputPath,
String outputPath,
Class<R> resultClazz,
String possibleUpdatesPath) {
Dataset<ResultCommunityList> possibleUpdates = readPath(spark, possibleUpdatesPath, ResultCommunityList.class);
Dataset<R> result = readPath(spark, inputPath, resultClazz);
result
.joinWith(
possibleUpdates,
result.col("id").equalTo(possibleUpdates.col("resultId")),
"left_outer")
.map(resultCommunityFn(), Encoders.bean(resultClazz))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(outputPath);
ModelSupport.entityTypes
.keySet()
.parallelStream()
.forEach(e -> {
if (ModelSupport.isResult(e)) {
Class<R> resultClazz = ModelSupport.entityTypes.get(e);
removeOutputDir(spark, outputPath + e.name());
Dataset<R> result = readPath(spark, inputPath + e.name(), resultClazz);
result
.joinWith(
possibleUpdates,
result.col("id").equalTo(possibleUpdates.col("resultId")),
"left_outer")
.map(resultCommunityFn(), Encoders.bean(resultClazz))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(outputPath + e.name());
}
});
}
private static <R extends Result> MapFunction<Tuple2<R, ResultCommunityList>, R> resultCommunityFn() {

View File

@ -0,0 +1,123 @@
package eu.dnetlib.dhp.resulttocommunityfromproject;
import static eu.dnetlib.dhp.PropagationConstant.*;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
import java.util.*;
import org.apache.commons.io.IOUtils;
import org.apache.hadoop.io.compress.GzipCodec;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.function.MapFunction;
import org.apache.spark.api.java.function.MapGroupsFunction;
import org.apache.spark.sql.*;
import org.apache.spark.sql.types.DataTypes;
import org.apache.spark.sql.types.StructType;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.google.gson.Gson;
import eu.dnetlib.dhp.api.Utils;
import eu.dnetlib.dhp.api.model.CommunityEntityMap;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.resulttocommunityfromorganization.ResultCommunityList;
import eu.dnetlib.dhp.resulttocommunityfromorganization.ResultOrganizations;
import eu.dnetlib.dhp.schema.common.ModelConstants;
import eu.dnetlib.dhp.schema.oaf.Relation;
import scala.Tuple2;
public class PrepareResultCommunitySet {
private static final Logger log = LoggerFactory.getLogger(PrepareResultCommunitySet.class);
public static void main(String[] args) throws Exception {
String jsonConfiguration = IOUtils
.toString(
PrepareResultCommunitySet.class
.getResourceAsStream(
"/eu/dnetlib/dhp/resulttocommunityfromproject/input_preparecommunitytoresult_parameters.json"));
final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
parser.parseArgument(args);
Boolean isSparkSessionManaged = isSparkSessionManaged(parser);
log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
String inputPath = parser.get("sourcePath");
log.info("inputPath: {}", inputPath);
final String outputPath = parser.get("outputPath");
log.info("outputPath: {}", outputPath);
final String baseURL = parser.get("baseURL");
log.info("baseUEL: {}", baseURL);
final CommunityEntityMap projectsMap = Utils.getCommunityProjects(baseURL);
SparkConf conf = new SparkConf();
runWithSparkSession(
conf,
isSparkSessionManaged,
spark -> {
removeOutputDir(spark, outputPath);
prepareInfo(spark, inputPath, outputPath, projectsMap);
});
}
private static void prepareInfo(
SparkSession spark,
String inputPath,
String outputPath,
CommunityEntityMap projectMap) {
final StructType structureSchema = new StructType()
.add(
"dataInfo", new StructType()
.add("deletedbyinference", DataTypes.BooleanType)
.add("invisible", DataTypes.BooleanType))
.add("source", DataTypes.StringType)
.add("target", DataTypes.StringType)
.add("relClass", DataTypes.StringType);
spark
.read()
.schema(structureSchema)
.json(inputPath)
.filter(
"dataInfo.deletedbyinference != true " +
"and relClass == '" + ModelConstants.IS_PRODUCED_BY + "'")
.select(
new Column("source").as("resultId"),
new Column("target").as("projectId"))
.groupByKey((MapFunction<Row, String>) r -> (String) r.getAs("resultId"), Encoders.STRING())
.mapGroups((MapGroupsFunction<String, Row, ResultProjectList>) (k, v) -> {
ResultProjectList rpl = new ResultProjectList();
rpl.setResultId(k);
ArrayList<String> cl = new ArrayList<>();
cl.addAll(projectMap.get(v.next().getAs("projectId")));
v.forEachRemaining(r -> {
projectMap
.get(r.getAs("projectId"))
.forEach(c -> {
if (!cl.contains(c))
cl.add(c);
});
});
if (cl.size() == 0)
return null;
rpl.setCommunityList(cl);
return rpl;
}, Encoders.bean(ResultProjectList.class))
.filter(Objects::nonNull)
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(outputPath);
}
}

View File

@ -0,0 +1,26 @@
package eu.dnetlib.dhp.resulttocommunityfromproject;
import java.io.Serializable;
import java.util.ArrayList;
public class ResultProjectList implements Serializable {
private String resultId;
private ArrayList<String> communityList;
public String getResultId() {
return resultId;
}
public void setResultId(String resultId) {
this.resultId = resultId;
}
public ArrayList<String> getCommunityList() {
return communityList;
}
public void setCommunityList(ArrayList<String> communityList) {
this.communityList = communityList;
}
}

View File

@ -0,0 +1,163 @@
package eu.dnetlib.dhp.resulttocommunityfromproject;
import static eu.dnetlib.dhp.PropagationConstant.*;
import static eu.dnetlib.dhp.PropagationConstant.PROPAGATION_RESULT_COMMUNITY_ORGANIZATION_CLASS_NAME;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkHiveSession;
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Optional;
import java.util.stream.Collectors;
import org.apache.commons.io.IOUtils;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.function.MapFunction;
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.slf4j.Logger;
import org.slf4j.LoggerFactory;
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
import eu.dnetlib.dhp.resulttocommunityfromorganization.ResultCommunityList;
import eu.dnetlib.dhp.resulttocommunityfromorganization.SparkResultToCommunityFromOrganizationJob;
import eu.dnetlib.dhp.schema.common.ModelConstants;
import eu.dnetlib.dhp.schema.common.ModelSupport;
import eu.dnetlib.dhp.schema.oaf.Context;
import eu.dnetlib.dhp.schema.oaf.Result;
import scala.Tuple2;
/**
* @author miriam.baglioni
* @Date 11/10/23
*/
public class SparkResultToCommunityFromProject implements Serializable {
private static final Logger log = LoggerFactory.getLogger(SparkResultToCommunityFromProject.class);
public static void main(String[] args) throws Exception {
String jsonConfiguration = IOUtils
.toString(
SparkResultToCommunityFromProject.class
.getResourceAsStream(
"/eu/dnetlib/dhp/resulttocommunityfromproject/input_communitytoresult_parameters.json"));
final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration);
parser.parseArgument(args);
Boolean isSparkSessionManaged = isSparkSessionManaged(parser);
log.info("isSparkSessionManaged: {}", isSparkSessionManaged);
String inputPath = parser.get("sourcePath");
log.info("inputPath: {}", inputPath);
final String outputPath = parser.get("outputPath");
log.info("outputPath: {}", outputPath);
final String possibleupdatespath = parser.get("preparedInfoPath");
log.info("preparedInfoPath: {}", possibleupdatespath);
SparkConf conf = new SparkConf();
runWithSparkSession(
conf,
isSparkSessionManaged,
spark -> {
execPropagation(spark, inputPath, outputPath, possibleupdatespath);
});
}
private static <R extends Result> void execPropagation(
SparkSession spark,
String inputPath,
String outputPath,
String possibleUpdatesPath) {
Dataset<ResultProjectList> possibleUpdates = readPath(spark, possibleUpdatesPath, ResultProjectList.class);
ModelSupport.entityTypes
.keySet()
.parallelStream()
.forEach(e -> {
if (ModelSupport.isResult(e)) {
removeOutputDir(spark, outputPath + e.name());
Class<R> resultClazz = ModelSupport.entityTypes.get(e);
Dataset<R> result = readPath(spark, inputPath + e.name(), resultClazz);
result
.joinWith(
possibleUpdates,
result.col("id").equalTo(possibleUpdates.col("resultId")),
"left_outer")
.map(resultCommunityFn(), Encoders.bean(resultClazz))
.write()
.mode(SaveMode.Overwrite)
.option("compression", "gzip")
.json(outputPath + e.name());
}
});
}
private static <R extends Result> MapFunction<Tuple2<R, ResultProjectList>, R> resultCommunityFn() {
return value -> {
R ret = value._1();
Optional<ResultProjectList> rcl = Optional.ofNullable(value._2());
if (rcl.isPresent()) {
// ArrayList<String> communitySet = rcl.get().getCommunityList();
List<String> contextList = ret
.getContext()
.stream()
.map(Context::getId)
.collect(Collectors.toList());
@SuppressWarnings("unchecked")
R res = (R) ret.getClass().newInstance();
res.setId(ret.getId());
List<Context> propagatedContexts = new ArrayList<>();
for (String cId : rcl.get().getCommunityList()) {
if (!contextList.contains(cId)) {
Context newContext = new Context();
newContext.setId(cId);
newContext
.setDataInfo(
Arrays
.asList(
getDataInfo(
PROPAGATION_DATA_INFO_TYPE,
PROPAGATION_RESULT_COMMUNITY_PROJECT_CLASS_ID,
PROPAGATION_RESULT_COMMUNITY_PROJECT_CLASS_NAME,
ModelConstants.DNET_PROVENANCE_ACTIONS)));
propagatedContexts.add(newContext);
} else {
ret
.getContext()
.stream()
.filter(c -> c.getId().equals(cId))
.findFirst()
.get()
.getDataInfo()
.add(
getDataInfo(
PROPAGATION_DATA_INFO_TYPE,
PROPAGATION_RESULT_COMMUNITY_PROJECT_CLASS_ID,
PROPAGATION_RESULT_COMMUNITY_PROJECT_CLASS_NAME,
ModelConstants.DNET_PROVENANCE_ACTIONS));
}
}
res.setContext(propagatedContexts);
ret.mergeFrom(res);
}
return ret;
};
}
}

View File

@ -1,10 +1,5 @@
[
{
"paramName":"is",
"paramLongName":"isLookUpUrl",
"paramDescription": "URL of the isLookUp Service",
"paramRequired": true
},
{
"paramName":"s",
"paramLongName":"sourcePath",
@ -17,12 +12,7 @@
"paramDescription": "the json path associated to each selection field",
"paramRequired": true
},
{
"paramName":"tn",
"paramLongName":"resultTableName",
"paramDescription": "the name of the result table we are currently working on",
"paramRequired": true
},
{
"paramName": "out",
"paramLongName": "outputPath",
@ -35,17 +25,19 @@
"paramDescription": "true if the spark session is managed, false otherwise",
"paramRequired": false
},
{
"paramName": "test",
"paramLongName": "isTest",
"paramDescription": "Parameter intended for testing purposes only. True if the reun is relatesd to a test and so the taggingConf parameter should be loaded",
"paramRequired": false
},
{
"paramName": "tg",
"paramLongName": "taggingConf",
"paramDescription": "this parameter is intended for testing purposes only. It is a possible tagging configuration obtained via the XQUERY. Intended to be removed",
"paramRequired": false
},
{
"paramName": "bu",
"paramLongName": "baseURL",
"paramDescription": "this parameter is to specify the api to be queried (beta or production)",
"paramRequired": false
}
]

View File

@ -4,10 +4,6 @@
<name>sourcePath</name>
<description>the source path</description>
</property>
<property>
<name>isLookUpUrl</name>
<description>the isLookup service endpoint</description>
</property>
<property>
<name>pathMap</name>
<description>the json path associated to each selection field</description>
@ -44,7 +40,7 @@
</configuration>
</global>
<start to="reset_outputpath"/>
<start to="exec_bulktag"/>
<kill name="Kill">
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
@ -102,16 +98,9 @@
<error to="Kill"/>
</action>
<join name="copy_wait" to="fork_exec_bulktag"/>
<join name="copy_wait" to="exec_bulktag"/>
<fork name="fork_exec_bulktag">
<path start="bulktag_publication"/>
<path start="bulktag_dataset"/>
<path start="bulktag_otherresearchproduct"/>
<path start="bulktag_software"/>
</fork>
<action name="bulktag_publication">
<action name="exec_bulktag">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn-cluster</master>
<mode>cluster</mode>
@ -128,98 +117,15 @@
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${sourcePath}/publication</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
<arg>--outputPath</arg><arg>${outputPath}/publication</arg>
<arg>--sourcePath</arg><arg>${sourcePath}/</arg>
<arg>--outputPath</arg><arg>${outputPath}/</arg>
<arg>--pathMap</arg><arg>${pathMap}</arg>
<arg>--isLookUpUrl</arg><arg>${isLookUpUrl}</arg>
<arg>--production</arg><arg>${production}</arg>
</spark>
<ok to="wait"/>
<ok to="End"/>
<error to="Kill"/>
</action>
<action name="bulktag_dataset">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn-cluster</master>
<mode>cluster</mode>
<name>bulkTagging-dataset</name>
<class>eu.dnetlib.dhp.bulktag.SparkBulkTagJob</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--num-executors=${sparkExecutorNumber}
--executor-memory=${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}${spark2EventLogDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${sourcePath}/dataset</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
<arg>--outputPath</arg><arg>${outputPath}/dataset</arg>
<arg>--pathMap</arg><arg>${pathMap}</arg>
<arg>--isLookUpUrl</arg><arg>${isLookUpUrl}</arg>
</spark>
<ok to="wait"/>
<error to="Kill"/>
</action>
<action name="bulktag_otherresearchproduct">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn-cluster</master>
<mode>cluster</mode>
<name>bulkTagging-orp</name>
<class>eu.dnetlib.dhp.bulktag.SparkBulkTagJob</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--num-executors=${sparkExecutorNumber}
--executor-memory=${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}${spark2EventLogDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${sourcePath}/otherresearchproduct</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
<arg>--outputPath</arg><arg>${outputPath}/otherresearchproduct</arg>
<arg>--pathMap</arg><arg>${pathMap}</arg>
<arg>--isLookUpUrl</arg><arg>${isLookUpUrl}</arg>
</spark>
<ok to="wait"/>
<error to="Kill"/>
</action>
<action name="bulktag_software">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn-cluster</master>
<mode>cluster</mode>
<name>bulkTagging-software</name>
<class>eu.dnetlib.dhp.bulktag.SparkBulkTagJob</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--num-executors=${sparkExecutorNumber}
--executor-memory=${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}${spark2EventLogDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${sourcePath}/software</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
<arg>--outputPath</arg><arg>${outputPath}/software</arg>
<arg>--pathMap</arg><arg>${pathMap}</arg>
<arg>--isLookUpUrl</arg><arg>${isLookUpUrl}</arg>
</spark>
<ok to="wait"/>
<error to="Kill"/>
</action>
<join name="wait" to="End"/>
<end name="End"/>

View File

@ -1,62 +0,0 @@
for $x in collection('/db/DRIVER/ContextDSResources/ContextDSResourceType')
let $subj := $x//CONFIGURATION/context/param[./@name='subject']/text()
let $datasources := $x//CONFIGURATION/context/category[./@id=concat($x//CONFIGURATION/context/@id,'::contentproviders')]/concept
let $organizations := $x//CONFIGURATION/context/category[./@id=concat($x//CONFIGURATION/context/@id,'::resultorganizations')]/concept
let $communities := $x//CONFIGURATION/context/category[./@id=concat($x//CONFIGURATION/context/@id,'::zenodocommunities')]/concept
let $fos := $x//CONFIGURATION/context/param[./@name='fos']/text()
let $sdg := $x//CONFIGURATION/context/param[./@name='sdg']/text()
let $zenodo := $x//param[./@name='zenodoCommunity']/text()
where $x//CONFIGURATION/context[./@type='community' or ./@type='ri'] and $x//context/param[./@name = 'status']/text() != 'hidden'
return
<community>
{ $x//CONFIGURATION/context/@id}
<removeConstraints>
{$x//CONFIGURATION/context/param[./@name='removeConstraints']/text() }
</removeConstraints>
<advancedConstraints>
{$x//CONFIGURATION/context/param[./@name='advancedConstraints']/text() }
</advancedConstraints>
<subjects>
{for $y in tokenize($subj,',')
return
<subject>{$y}</subject>}
{for $y in tokenize($fos,',')
return
<subject>{$y}</subject>}
{for $y in tokenize($sdg,',')
return
<subject>{$y}</subject>}
</subjects>
<datasources>
{for $d in $datasources
where $d/param[./@name='enabled']/text()='true'
return
<datasource>
<openaireId>
{$d//param[./@name='openaireId']/text()}
</openaireId>
<selcriteria>
{$d/param[./@name='selcriteria']/text()}
</selcriteria>
</datasource> }
</datasources>
<zenodocommunities>
{for $zc in $zenodo
return
<zenodocommunity>
<zenodoid>
{$zc}
</zenodoid>
</zenodocommunity>}
{for $zc in $communities
return
<zenodocommunity>
<zenodoid>
{$zc/param[./@name='zenodoid']/text()}
</zenodoid>
<selcriteria>
{$zc/param[./@name='selcriteria']/text()}
</selcriteria>
</zenodocommunity>}
</zenodocommunities>
</community>

View File

@ -5,24 +5,7 @@
"paramDescription": "the path of the sequencial file to read",
"paramRequired": true
},
{
"paramName":"h",
"paramLongName":"hive_metastore_uris",
"paramDescription": "the hive metastore uris",
"paramRequired": true
},
{
"paramName":"sg",
"paramLongName":"saveGraph",
"paramDescription": "true if the new version of the graph must be saved",
"paramRequired": false
},
{
"paramName":"test",
"paramLongName":"isTest",
"paramDescription": "true if it is executing a test",
"paramRequired": false
},
{
"paramName": "out",
"paramLongName": "outputPath",
@ -35,12 +18,6 @@
"paramDescription": "true if the spark session is managed, false otherwise",
"paramRequired": false
},
{
"paramName":"tn",
"paramLongName":"resultTableName",
"paramDescription": "the name of the result table we are currently working on",
"paramRequired": true
},
{
"paramName": "p",
"paramLongName": "preparedInfoPath",

View File

@ -5,12 +5,6 @@
"paramDescription": "the path of the sequencial file to read",
"paramRequired": true
},
{
"paramName":"ocm",
"paramLongName":"organizationtoresultcommunitymap",
"paramDescription": "the map for the association organization communities",
"paramRequired": true
},
{
"paramName":"h",
"paramLongName":"hive_metastore_uris",
@ -28,6 +22,12 @@
"paramLongName": "outputPath",
"paramDescription": "the path used to store temporary output files",
"paramRequired": true
},
{
"paramName": "bu",
"paramLongName": "baseURL",
"paramDescription": "the base URL to the community API to use",
"paramRequired": false
}
]

View File

@ -4,10 +4,7 @@
<name>sourcePath</name>
<description>the source path</description>
</property>
<property>
<name>organizationtoresultcommunitymap</name>
<description>organization community map</description>
</property>
<property>
<name>outputPath</name>
<description>the output path</description>
@ -25,7 +22,7 @@
</configuration>
</global>
<start to="reset_outputpath"/>
<start to="prepare_result_communitylist"/>
<kill name="Kill">
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
@ -93,33 +90,28 @@
<class>eu.dnetlib.dhp.resulttocommunityfromorganization.PrepareResultCommunitySet</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--executor-cores=${sparkExecutorCores}
--executor-memory=${sparkExecutorMemory}
--executor-cores=6
--executor-memory=5G
--conf spark.executor.memoryOverhead=3g
--conf spark.sql.shuffle.partitions=3284
--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.dynamicAllocation.enabled=true
--conf spark.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
</spark-opts>
<arg>--sourcePath</arg><arg>${sourcePath}/relation</arg>
<arg>--outputPath</arg><arg>${workingDir}/preparedInfo/resultCommunityList</arg>
<arg>--hive_metastore_uris</arg><arg>${hive_metastore_uris}</arg>
<arg>--organizationtoresultcommunitymap</arg><arg>${organizationtoresultcommunitymap}</arg>
<arg>--production</arg><arg>${production}</arg>
</spark>
<ok to="fork-join-exec-propagation"/>
<ok to="exec-propagation"/>
<error to="Kill"/>
</action>
<fork name="fork-join-exec-propagation">
<path start="join_propagate_publication"/>
<path start="join_propagate_dataset"/>
<path start="join_propagate_otherresearchproduct"/>
<path start="join_propagate_software"/>
</fork>
<action name="join_propagate_publication">
<action name="exec-propagation">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
@ -127,115 +119,26 @@
<class>eu.dnetlib.dhp.resulttocommunityfromorganization.SparkResultToCommunityFromOrganizationJob</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--executor-cores=${sparkExecutorCores}
--executor-memory=${sparkExecutorMemory}
--executor-cores=6
--executor-memory=5G
--conf spark.executor.memoryOverhead=3g
--conf spark.sql.shuffle.partitions=3284
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.dynamicAllocation.enabled=true
--conf spark.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
</spark-opts>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo/resultCommunityList</arg>
<arg>--sourcePath</arg><arg>${sourcePath}/publication</arg>
<arg>--outputPath</arg><arg>${outputPath}/publication</arg>
<arg>--hive_metastore_uris</arg><arg>${hive_metastore_uris}</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Publication</arg>
<arg>--saveGraph</arg><arg>${saveGraph}</arg>
<arg>--sourcePath</arg><arg>${sourcePath}/</arg>
<arg>--outputPath</arg><arg>${outputPath}/</arg>
</spark>
<ok to="wait2"/>
<ok to="End"/>
<error to="Kill"/>
</action>
<action name="join_propagate_dataset">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>community2resultfromorganization-Dataset</name>
<class>eu.dnetlib.dhp.resulttocommunityfromorganization.SparkResultToCommunityFromOrganizationJob</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--executor-cores=${sparkExecutorCores}
--executor-memory=${sparkExecutorMemory}
--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.dynamicAllocation.enabled=true
--conf spark.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
</spark-opts>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo/resultCommunityList</arg>
<arg>--sourcePath</arg><arg>${sourcePath}/dataset</arg>
<arg>--outputPath</arg><arg>${outputPath}/dataset</arg>
<arg>--hive_metastore_uris</arg><arg>${hive_metastore_uris}</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Dataset</arg>
<arg>--saveGraph</arg><arg>${saveGraph}</arg>
</spark>
<ok to="wait2"/>
<error to="Kill"/>
</action>
<action name="join_propagate_otherresearchproduct">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>community2resultfromorganization-ORP</name>
<class>eu.dnetlib.dhp.resulttocommunityfromorganization.SparkResultToCommunityFromOrganizationJob</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--executor-cores=${sparkExecutorCores}
--executor-memory=${sparkExecutorMemory}
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.dynamicAllocation.enabled=true
--conf spark.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
</spark-opts>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo/resultCommunityList</arg>
<arg>--sourcePath</arg><arg>${sourcePath}/otherresearchproduct</arg>
<arg>--outputPath</arg><arg>${outputPath}/otherresearchproduct</arg>
<arg>--hive_metastore_uris</arg><arg>${hive_metastore_uris}</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.OtherResearchProduct</arg>
<arg>--saveGraph</arg><arg>${saveGraph}</arg>
</spark>
<ok to="wait2"/>
<error to="Kill"/>
</action>
<action name="join_propagate_software">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>community2resultfromorganization-Software</name>
<class>eu.dnetlib.dhp.resulttocommunityfromorganization.SparkResultToCommunityFromOrganizationJob</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--executor-cores=${sparkExecutorCores}
--executor-memory=${sparkExecutorMemory}
--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.dynamicAllocation.enabled=true
--conf spark.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
</spark-opts>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo/resultCommunityList</arg>
<arg>--sourcePath</arg><arg>${sourcePath}/software</arg>
<arg>--outputPath</arg><arg>${outputPath}/software</arg>
<arg>--hive_metastore_uris</arg><arg>${hive_metastore_uris}</arg>
<arg>--resultTableName</arg><arg>eu.dnetlib.dhp.schema.oaf.Software</arg>
<arg>--saveGraph</arg><arg>${saveGraph}</arg>
</spark>
<ok to="wait2"/>
<error to="Kill"/>
</action>
<join name="wait2" to="End"/>
<end name="End"/>

View File

@ -0,0 +1,28 @@
[
{
"paramName":"s",
"paramLongName":"sourcePath",
"paramDescription": "the path of the sequencial file to read",
"paramRequired": true
},
{
"paramName": "out",
"paramLongName": "outputPath",
"paramDescription": "the path used to store temporary output files",
"paramRequired": true
},
{
"paramName": "ssm",
"paramLongName": "isSparkSessionManaged",
"paramDescription": "true if the spark session is managed, false otherwise",
"paramRequired": false
},
{
"paramName": "p",
"paramLongName": "preparedInfoPath",
"paramDescription": "the path where prepared info have been stored",
"paramRequired": true
}
]

View File

@ -0,0 +1,28 @@
[
{
"paramName":"s",
"paramLongName":"sourcePath",
"paramDescription": "the path of the sequencial file to read",
"paramRequired": true
},
{
"paramName": "ssm",
"paramLongName": "isSparkSessionManaged",
"paramDescription": "true if the spark session is managed, false otherwise",
"paramRequired": false
},
{
"paramName": "out",
"paramLongName": "outputPath",
"paramDescription": "the path used to store temporary output files",
"paramRequired": true
},
{
"paramName": "bu",
"paramLongName": "baseURL",
"paramDescription": "the path used to store temporary output files",
"paramRequired": false
}
]

View File

@ -0,0 +1,58 @@
<configuration>
<property>
<name>jobTracker</name>
<value>yarnRM</value>
</property>
<property>
<name>nameNode</name>
<value>hdfs://nameservice1</value>
</property>
<property>
<name>oozie.use.system.libpath</name>
<value>true</value>
</property>
<property>
<name>oozie.action.sharelib.for.spark</name>
<value>spark2</value>
</property>
<property>
<name>hive_metastore_uris</name>
<value>thrift://iis-cdh5-test-m3.ocean.icm.edu.pl:9083</value>
</property>
<property>
<name>spark2YarnHistoryServerAddress</name>
<value>http://iis-cdh5-test-gw.ocean.icm.edu.pl:18089</value>
</property>
<property>
<name>spark2EventLogDir</name>
<value>/user/spark/spark2ApplicationHistory</value>
</property>
<property>
<name>spark2ExtraListeners</name>
<value>com.cloudera.spark.lineage.NavigatorAppListener</value>
</property>
<property>
<name>spark2SqlQueryExecutionListeners</name>
<value>com.cloudera.spark.lineage.NavigatorQueryListener</value>
</property>
<property>
<name>sparkExecutorNumber</name>
<value>4</value>
</property>
<property>
<name>sparkDriverMemory</name>
<value>15G</value>
</property>
<property>
<name>sparkExecutorMemory</name>
<value>6G</value>
</property>
<property>
<name>sparkExecutorCores</name>
<value>1</value>
</property>
<property>
<name>spark2MaxExecutors</name>
<value>50</value>
</property>
</configuration>

View File

@ -0,0 +1,144 @@
<workflow-app name="community_to_result_propagation_project" xmlns="uri:oozie:workflow:0.5">
<parameters>
<property>
<name>sourcePath</name>
<description>the source path</description>
</property>
<property>
<name>outputPath</name>
<description>the output path</description>
</property>
</parameters>
<global>
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<configuration>
<property>
<name>oozie.action.sharelib.for.spark</name>
<value>${oozieActionShareLibForSpark2}</value>
</property>
</configuration>
</global>
<start to="reset_outputpath"/>
<kill name="Kill">
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
</kill>
<action name="reset_outputpath">
<fs>
<delete path="${outputPath}"/>
<mkdir path="${outputPath}"/>
</fs>
<ok to="copy_entities"/>
<error to="Kill"/>
</action>
<fork name="copy_entities">
<path start="copy_relation"/>
<path start="copy_organization"/>
<path start="copy_projects"/>
<path start="copy_datasources"/>
</fork>
<action name="copy_relation">
<distcp xmlns="uri:oozie:distcp-action:0.2">
<arg>${nameNode}/${sourcePath}/relation</arg>
<arg>${nameNode}/${outputPath}/relation</arg>
</distcp>
<ok to="copy_wait"/>
<error to="Kill"/>
</action>
<action name="copy_organization">
<distcp xmlns="uri:oozie:distcp-action:0.2">
<arg>${nameNode}/${sourcePath}/organization</arg>
<arg>${nameNode}/${outputPath}/organization</arg>
</distcp>
<ok to="copy_wait"/>
<error to="Kill"/>
</action>
<action name="copy_projects">
<distcp xmlns="uri:oozie:distcp-action:0.2">
<arg>${nameNode}/${sourcePath}/project</arg>
<arg>${nameNode}/${outputPath}/project</arg>
</distcp>
<ok to="copy_wait"/>
<error to="Kill"/>
</action>
<action name="copy_datasources">
<distcp xmlns="uri:oozie:distcp-action:0.2">
<arg>${nameNode}/${sourcePath}/datasource</arg>
<arg>${nameNode}/${outputPath}/datasource</arg>
</distcp>
<ok to="copy_wait"/>
<error to="Kill"/>
</action>
<join name="copy_wait" to="prepare_result_communitylist"/>
<action name="prepare_result_communitylist">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>Prepare-Community-Result-Organization</name>
<class>eu.dnetlib.dhp.resulttocommunityfromproject.PrepareResultCommunitySet</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--executor-cores=6
--executor-memory=5G
--conf spark.executor.memoryOverhead=3g
--conf spark.sql.shuffle.partitions=3284
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
--conf spark.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
</spark-opts>
<arg>--sourcePath</arg><arg>${sourcePath}/relation</arg>
<arg>--outputPath</arg><arg>${workingDir}/preparedInfo/resultCommunityList</arg>
<arg>--production</arg><arg>${production}</arg>
</spark>
<ok to="exec-propagation"/>
<error to="Kill"/>
</action>
<action name="exec-propagation">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>community2resultfromproject</name>
<class>eu.dnetlib.dhp.resulttocommunityfromproject.SparkResultToCommunityFromProject</class>
<jar>dhp-enrichment-${projectVersion}.jar</jar>
<spark-opts>
--executor-cores=6
--executor-memory=5G
--conf spark.executor.memoryOverhead=3g
--conf spark.sql.shuffle.partitions=3284
--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.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
</spark-opts>
<arg>--preparedInfoPath</arg><arg>${workingDir}/preparedInfo/resultCommunityList</arg>
<arg>--sourcePath</arg><arg>${sourcePath}/</arg>
<arg>--outputPath</arg><arg>${outputPath}/</arg>
</spark>
<ok to="End"/>
<error to="Kill"/>
</action>
<end name="End"/>
</workflow-app>

View File

@ -31,8 +31,6 @@ public class BulkTagJobTest {
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
public static final String MOCK_IS_LOOK_UP_URL = "BASEURL:8280/is/services/isLookUp";
public static final String pathMap = "{ \"author\" : \"$['author'][*]['fullname']\","
+ " \"title\" : \"$['title'][*]['value']\","
+ " \"orcid\" : \"$['author'][*]['pid'][*][?(@['key']=='ORCID')]['value']\","
@ -42,7 +40,9 @@ public class BulkTagJobTest {
"\"fos\" : \"$['subject'][?(@['qualifier']['classid']=='FOS')].value\"," +
"\"sdg\" : \"$['subject'][?(@['qualifier']['classid']=='SDG')].value\"," +
"\"hostedby\" : \"$['instance'][*]['hostedby']['key']\" , " +
"\"collectedfrom\" : \"$['instance'][*]['collectedfrom']['key']\"} ";
"\"collectedfrom\" : \"$['instance'][*]['collectedfrom']['key']\"," +
"\"publisher\":\"$['publisher'].value\"," +
"\"publicationyear\":\"$['dateofacceptance'].value\"} ";
private static SparkSession spark;
@ -98,14 +98,11 @@ public class BulkTagJobTest {
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath",
getClass().getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/no_updates").getPath(),
getClass().getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/no_updates/").getPath(),
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -133,19 +130,16 @@ public class BulkTagJobTest {
@Test
void bulktagBySubjectNoPreviousContextTest() throws Exception {
final String sourcePath = getClass()
.getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/update_subject/nocontext")
.getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/update_subject/nocontext/")
.getPath();
final String pathMap = BulkTagJobTest.pathMap;
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -230,19 +224,19 @@ public class BulkTagJobTest {
void bulktagBySubjectPreviousContextNoProvenanceTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/bulktag/sample/dataset/update_subject/contextnoprovenance")
"/eu/dnetlib/dhp/bulktag/sample/dataset/update_subject/contextnoprovenance/")
.getPath();
final String pathMap = BulkTagJobTest.pathMap;
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -311,18 +305,18 @@ public class BulkTagJobTest {
@Test
void bulktagByDatasourceTest() throws Exception {
final String sourcePath = getClass()
.getResource("/eu/dnetlib/dhp/bulktag/sample/publication/update_datasource")
.getResource("/eu/dnetlib/dhp/bulktag/sample/publication/update_datasource/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Publication",
"-outputPath", workingDir.toString() + "/publication",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -384,25 +378,25 @@ public class BulkTagJobTest {
void bulktagByZenodoCommunityTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/bulktag/sample/otherresearchproduct/update_zenodocommunity")
"/eu/dnetlib/dhp/bulktag/sample/otherresearchproduct/update_zenodocommunity/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.OtherResearchProduct",
"-outputPath", workingDir.toString() + "/orp",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
JavaRDD<OtherResearchProduct> tmp = sc
.textFile(workingDir.toString() + "/orp")
.textFile(workingDir.toString() + "/otherresearchproduct")
.map(item -> OBJECT_MAPPER.readValue(item, OtherResearchProduct.class));
Assertions.assertEquals(10, tmp.count());
@ -505,18 +499,18 @@ public class BulkTagJobTest {
@Test
void bulktagBySubjectDatasourceTest() throws Exception {
final String sourcePath = getClass()
.getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/update_subject_datasource")
.getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/update_subject_datasource/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -539,6 +533,7 @@ public class BulkTagJobTest {
+ "where MyD.inferenceprovenance = 'bulktagging'";
org.apache.spark.sql.Dataset<Row> idExplodeCommunity = spark.sql(query);
Assertions.assertEquals(7, idExplodeCommunity.count());
Assertions
@ -636,14 +631,14 @@ public class BulkTagJobTest {
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath",
getClass().getResource("/eu/dnetlib/dhp/bulktag/sample/software/software_10.json.gz").getPath(),
getClass().getResource("/eu/dnetlib/dhp/bulktag/sample/software/").getPath(),
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Software",
"-outputPath", workingDir.toString() + "/software",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -732,18 +727,18 @@ public class BulkTagJobTest {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/bulktag/sample/dataset/update_datasourcewithconstraints")
"/eu/dnetlib/dhp/bulktag/sample/dataset/update_datasourcewithconstraints/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -774,19 +769,19 @@ public class BulkTagJobTest {
void bulkTagOtherJupyter() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/jupyter/otherresearchproduct")
"/eu/dnetlib/dhp/eosctag/jupyter/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.OtherResearchProduct",
"-outputPath", workingDir.toString() + "/otherresearchproduct",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -829,18 +824,18 @@ public class BulkTagJobTest {
public void bulkTagDatasetJupyter() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/jupyter/dataset")
"/eu/dnetlib/dhp/eosctag/jupyter/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -878,18 +873,18 @@ public class BulkTagJobTest {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/jupyter/software")
"/eu/dnetlib/dhp/eosctag/jupyter/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Software",
"-outputPath", workingDir.toString() + "/software",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -1096,18 +1091,18 @@ public class BulkTagJobTest {
void galaxyOtherTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/galaxy/otherresearchproduct")
"/eu/dnetlib/dhp/eosctag/galaxy/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.OtherResearchProduct",
"-outputPath", workingDir.toString() + "/otherresearchproduct",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -1214,18 +1209,18 @@ public class BulkTagJobTest {
void galaxySoftwareTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/galaxy/software")
"/eu/dnetlib/dhp/eosctag/galaxy/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Software",
"-outputPath", workingDir.toString() + "/software",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -1333,19 +1328,19 @@ public class BulkTagJobTest {
void twitterDatasetTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/twitter/dataset")
"/eu/dnetlib/dhp/eosctag/twitter/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -1373,19 +1368,19 @@ public class BulkTagJobTest {
void twitterOtherTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/twitter/otherresearchproduct")
"/eu/dnetlib/dhp/eosctag/twitter/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.OtherResearchProduct",
"-outputPath", workingDir.toString() + "/otherresearchproduct",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -1418,19 +1413,19 @@ public class BulkTagJobTest {
void twitterSoftwareTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/eosctag/twitter/software")
"/eu/dnetlib/dhp/eosctag/twitter/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Software",
"-outputPath", workingDir.toString() + "/software",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -1455,19 +1450,19 @@ public class BulkTagJobTest {
void EoscContextTagTest() throws Exception {
final String sourcePath = getClass()
.getResource(
"/eu/dnetlib/dhp/bulktag/eosc/dataset/dataset_10.json")
"/eu/dnetlib/dhp/bulktag/eosc/dataset/")
.getPath();
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", sourcePath,
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
@ -1533,16 +1528,16 @@ public class BulkTagJobTest {
SparkBulkTagJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath",
getClass()
.getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/update_datasourcewithconstraints")
.getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/update_datasourcewithconstraints/")
.getPath(),
"-taggingConf", taggingConf,
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-isLookUpUrl", MOCK_IS_LOOK_UP_URL,
"-outputPath", workingDir.toString() + "/",
"-pathMap", pathMap
});
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
@ -1568,4 +1563,41 @@ public class BulkTagJobTest {
}
@Test
void newConfTest() throws Exception {
final String pathMap = BulkTagJobTest.pathMap;
SparkBulkTagJob
.main(
new String[] {
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath",
getClass().getResource("/eu/dnetlib/dhp/bulktag/sample/dataset/no_updates/").getPath(),
"-outputPath", workingDir.toString() + "/",
// "-baseURL", "https://services.openaire.eu/openaire/community/",
"-pathMap", pathMap,
"-taggingConf", taggingConf
});
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
JavaRDD<Dataset> tmp = sc
.textFile(workingDir.toString() + "/dataset")
.map(item -> OBJECT_MAPPER.readValue(item, Dataset.class));
Assertions.assertEquals(10, tmp.count());
org.apache.spark.sql.Dataset<Dataset> verificationDataset = spark
.createDataset(tmp.rdd(), Encoders.bean(Dataset.class));
verificationDataset.createOrReplaceTempView("dataset");
String query = "select id, MyT.id community "
+ "from dataset "
+ "lateral view explode(context) c as MyT "
+ "lateral view explode(MyT.datainfo) d as MyD "
+ "where MyD.inferenceprovenance = 'bulktagging'";
Assertions.assertEquals(0, spark.sql(query).count());
}
}

View File

@ -47,7 +47,7 @@ class CommunityConfigurationFactoryTest {
sc.setVerb("not_contains");
sc.setField("contributor");
sc.setValue("DARIAH");
sc.setSelection(resolver.getSelectionCriteria(sc.getVerb(), sc.getValue()));
sc.setSelection(resolver);// .getSelectionCriteria(sc.getVerb(), sc.getValue()));
String metadata = "This work has been partially supported by DARIAH-EU infrastructure";
Assertions.assertFalse(sc.verifyCriteria(metadata));
}

View File

@ -72,15 +72,13 @@ public class ResultToCommunityJobTest {
SparkResultToCommunityFromOrganizationJob
.main(
new String[] {
"-isTest", Boolean.TRUE.toString(),
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", getClass()
.getResource("/eu/dnetlib/dhp/resulttocommunityfromorganization/sample")
.getResource("/eu/dnetlib/dhp/resulttocommunityfromorganization/sample/")
.getPath(),
"-hive_metastore_uris", "",
"-saveGraph", "true",
"-resultTableName", "eu.dnetlib.dhp.schema.oaf.Dataset",
"-outputPath", workingDir.toString() + "/dataset",
"-outputPath", workingDir.toString() + "/",
"-preparedInfoPath", preparedInfoPath
});

View File

@ -0,0 +1,133 @@
package eu.dnetlib.dhp.resulttocommunityfromproject;
import static org.apache.spark.sql.functions.desc;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.List;
import org.apache.commons.io.FileUtils;
import org.apache.spark.SparkConf;
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.Row;
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.orcidtoresultfromsemrel.OrcidPropagationJobTest;
import eu.dnetlib.dhp.resulttocommunityfromorganization.SparkResultToCommunityFromOrganizationJob;
import eu.dnetlib.dhp.schema.oaf.Context;
import eu.dnetlib.dhp.schema.oaf.Dataset;
public class ResultToCommunityJobTest {
private static final Logger log = LoggerFactory.getLogger(ResultToCommunityJobTest.class);
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
private static SparkSession spark;
private static Path workingDir;
@BeforeAll
public static void beforeAll() throws IOException {
workingDir = Files.createTempDirectory(ResultToCommunityJobTest.class.getSimpleName());
log.info("using work dir {}", workingDir);
SparkConf conf = new SparkConf();
conf.setAppName(ResultToCommunityJobTest.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(OrcidPropagationJobTest.class.getSimpleName())
.config(conf)
.getOrCreate();
}
@AfterAll
public static void afterAll() throws IOException {
FileUtils.deleteDirectory(workingDir.toFile());
spark.stop();
}
@Test
void testSparkResultToCommunityFromProjectJob() throws Exception {
final String preparedInfoPath = getClass()
.getResource("/eu/dnetlib/dhp/resulttocommunityfromproject/preparedInfo")
.getPath();
SparkResultToCommunityFromProject
.main(
new String[] {
"-isSparkSessionManaged", Boolean.FALSE.toString(),
"-sourcePath", getClass()
.getResource("/eu/dnetlib/dhp/resulttocommunityfromproject/sample/")
.getPath(),
"-outputPath", workingDir.toString() + "/",
"-preparedInfoPath", preparedInfoPath
});
final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
JavaRDD<Dataset> tmp = sc
.textFile(workingDir.toString() + "/dataset")
.map(item -> OBJECT_MAPPER.readValue(item, Dataset.class));
Assertions.assertEquals(10, tmp.count());
/**
* {"resultId":"50|57a035e5b1ae::d5be548ca7ae489d762f893be67af52f","communityList":["aurora"]}
* {"resultId":"50|57a035e5b1ae::a77232ffca9115fcad51c3503dbc7e3e","communityList":["aurora"]}
* {"resultId":"50|57a035e5b1ae::803aaad4decab7e27cd4b52a1931b3a1","communityList":["sdsn-gr"]}
* {"resultId":"50|57a035e5b1ae::a02e9e4087bca50687731ae5c765b5e1","communityList":["netherlands"]}
*/
List<Context> context = tmp
.filter(r -> r.getId().equals("50|57a035e5b1ae::d5be548ca7ae489d762f893be67af52f"))
.first()
.getContext();
Assertions.assertTrue(context.stream().anyMatch(c -> containsResultCommunityProject(c)));
context = tmp
.filter(r -> r.getId().equals("50|57a035e5b1ae::a77232ffca9115fcad51c3503dbc7e3e"))
.first()
.getContext();
Assertions.assertTrue(context.stream().anyMatch(c -> containsResultCommunityProject(c)));
Assertions
.assertEquals(
0, tmp.filter(r -> r.getId().equals("50|57a035e5b1ae::803aaad4decab7e27cd4b52a1931b3a1")).count());
Assertions
.assertEquals(
0, tmp.filter(r -> r.getId().equals("50|57a035e5b1ae::a02e9e4087bca50687731ae5c765b5e1")).count());
Assertions
.assertEquals(
2, tmp.filter(r -> r.getContext().stream().anyMatch(c -> c.getId().equals("aurora"))).count());
}
private static boolean containsResultCommunityProject(Context c) {
return c
.getDataInfo()
.stream()
.anyMatch(di -> di.getProvenanceaction().getClassid().equals("result:community:project"));
}
}

View File

@ -26,7 +26,7 @@
<subjects/>
<datasources>
<datasource>
<openaireId>re3data_____::a507cdacc5bbcc08761c92185dee5cab</openaireId>
<openaireId>10|re3data_____::a507cdacc5bbcc08761c92185dee5cab</openaireId>
<selcriteria/>
</datasource>
</datasources>
@ -140,39 +140,39 @@
</subjects>
<datasources>
<datasource>
<openaireId>re3data_____::9ebe127e5f3a0bf401875690f3bb6b81</openaireId>
<openaireId>10|re3data_____::9ebe127e5f3a0bf401875690f3bb6b81</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::c6cd4b532e12868c1d760a8d7cda6815</openaireId>
<openaireId>10|doajarticles::c6cd4b532e12868c1d760a8d7cda6815</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::a6de4499bb87bf3c01add0a9e2c9ed0b</openaireId>
<openaireId>10|doajarticles::a6de4499bb87bf3c01add0a9e2c9ed0b</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::6eb31d13b12bc06bbac06aef63cf33c9</openaireId>
<openaireId>10|doajarticles::6eb31d13b12bc06bbac06aef63cf33c9</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::0da84e9dfdc8419576169e027baa8028</openaireId>
<openaireId>10|doajarticles::0da84e9dfdc8419576169e027baa8028</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>re3data_____::84e123776089ce3c7a33db98d9cd15a8</openaireId>
<openaireId>10|re3data_____::84e123776089ce3c7a33db98d9cd15a8</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>openaire____::c5502a43e76feab55dd00cf50f519125</openaireId>
<openaireId>10|openaire____::c5502a43e76feab55dd00cf50f519125</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>re3data_____::a48f09c562b247a9919acfe195549b47</openaireId>
<openaireId>10|re3data_____::a48f09c562b247a9919acfe195549b47</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>opendoar____::97275a23ca44226c9964043c8462be96</openaireId>
<openaireId>10|opendoar____::97275a23ca44226c9964043c8462be96</openaireId>
<selcriteria/>
</datasource>
</datasources>
@ -287,55 +287,55 @@
</subjects>
<datasources>
<datasource>
<openaireId>doajarticles::8cec81178926caaca531afbd8eb5d64c</openaireId>
<openaireId>10|doajarticles::8cec81178926caaca531afbd8eb5d64c</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::0f7a7f30b5400615cae1829f3e743982</openaireId>
<openaireId>10|doajarticles::0f7a7f30b5400615cae1829f3e743982</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::9740f7f5af3e506d2ad2c215cdccd51a</openaireId>
<openaireId>10|doajarticles::9740f7f5af3e506d2ad2c215cdccd51a</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::9f3fbaae044fa33cb7069b72935a3254</openaireId>
<openaireId>10|doajarticles::9f3fbaae044fa33cb7069b72935a3254</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::cb67f33eb9819f5c624ce0313957f6b3</openaireId>
<openaireId>10|doajarticles::cb67f33eb9819f5c624ce0313957f6b3</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::e21c97cbb7a209afc75703681c462906</openaireId>
<openaireId>10|doajarticles::e21c97cbb7a209afc75703681c462906</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::554cde3be9e5c4588b4c4f9f503120cb</openaireId>
<openaireId>10|doajarticles::554cde3be9e5c4588b4c4f9f503120cb</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>tubitakulakb::11e22f49e65b9fd11d5b144b93861a1b</openaireId>
<openaireId>10|tubitakulakb::11e22f49e65b9fd11d5b144b93861a1b</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::57c5d3837da943e93b28ec4db82ec7a5</openaireId>
<openaireId>10|doajarticles::57c5d3837da943e93b28ec4db82ec7a5</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::a186f5ddb8e8c7ecc992ef51cf3315b1</openaireId>
<openaireId>10|doajarticles::a186f5ddb8e8c7ecc992ef51cf3315b1</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::e21c97cbb7a209afc75703681c462906</openaireId>
<openaireId>10|doajarticles::e21c97cbb7a209afc75703681c462906</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::dca64612dfe0963fffc119098a319957</openaireId>
<openaireId>10|doajarticles::dca64612dfe0963fffc119098a319957</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::dd70e44479f0ade25aa106aef3e87a0a</openaireId>
<openaireId>10|doajarticles::dd70e44479f0ade25aa106aef3e87a0a</openaireId>
<selcriteria/>
</datasource>
</datasources>
@ -406,27 +406,27 @@
</subjects>
<datasources>
<datasource>
<openaireId>re3data_____::5b9bf9171d92df854cf3c520692e9122</openaireId>
<openaireId>10|re3data_____::5b9bf9171d92df854cf3c520692e9122</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::c7d3de67dc77af72f6747157441252ec</openaireId>
<openaireId>10|doajarticles::c7d3de67dc77af72f6747157441252ec</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>re3data_____::8515794670370f49c1d176c399c714f5</openaireId>
<openaireId>10|re3data_____::8515794670370f49c1d176c399c714f5</openaireId>
<selcriteria/>
</datasource>
<datasource>
<openaireId>doajarticles::d640648c84b10d425f96f11c3de468f3</openaireId>
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