Added workflow to update ORCID and replaced some parsing, because the update works and employments xml differs from the dump one.

This commit is contained in:
Sandro La Bruzzo 2024-01-25 19:40:59 +01:00
parent 43e0bba7ed
commit 0386f36385
11 changed files with 7684 additions and 47 deletions

View File

@ -1,11 +1,15 @@
package eu.dnetlib.dhp.collection.orcid;
import java.util.Arrays;
import java.util.Collections;
import java.util.List;
import java.util.*;
import java.util.stream.Collectors;
import org.apache.commons.lang3.StringUtils;
import org.dom4j.Document;
import org.dom4j.DocumentFactory;
import org.dom4j.DocumentHelper;
import org.dom4j.Node;
import org.jetbrains.annotations.NotNull;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
@ -40,8 +44,8 @@ public class OrcidParser {
private static final String NS_ERROR = "error";
private static final String NS_HISTORY = "history";
private static final String NS_HISTORY_URL = "http://www.orcid.org/ns/history";
private static final String NS_BULK_URL = "http://www.orcid.org/ns/bulk";
private static final String NS_BULK = "bulk";
private static final String NS_EMPLOYMENT = "employment";
private static final String NS_EMPLOYMENT_URL = "http://www.orcid.org/ns/employment";
private static final String NS_EXTERNAL = "external-identifier";
private static final String NS_EXTERNAL_URL = "http://www.orcid.org/ns/external-identifier";
@ -61,6 +65,7 @@ public class OrcidParser {
ap.declareXPathNameSpace(NS_WORK, NS_WORK_URL);
ap.declareXPathNameSpace(NS_EXTERNAL, NS_EXTERNAL_URL);
ap.declareXPathNameSpace(NS_ACTIVITIES, NS_ACTIVITIES_URL);
ap.declareXPathNameSpace(NS_EMPLOYMENT, NS_EMPLOYMENT_URL);
}
public Author parseSummary(final String xml) {
@ -70,13 +75,15 @@ public class OrcidParser {
generateParsedDocument(xml);
List<VtdUtilityParser.Node> recordNodes = VtdUtilityParser
.getTextValuesWithAttributes(
ap, vn, "//record:record", Arrays.asList("path"));
ap, vn, "//record:record", Collections.singletonList("path"));
if (!recordNodes.isEmpty()) {
final String oid = (recordNodes.get(0).getAttributes().get("path")).substring(1);
author.setOrcid(oid);
} else {
return null;
}
final String ltm = VtdUtilityParser.getSingleValue(ap, vn, "//common:last-modified-date");
author.setLastModifiedDate(ltm);
List<VtdUtilityParser.Node> personNodes = VtdUtilityParser
.getTextValuesWithAttributes(
ap, vn, "//person:name", Arrays.asList("visibility"));
@ -129,6 +136,64 @@ public class OrcidParser {
}
}
public List<Work> parseWorks(final String xml) {
try {
String oid;
generateParsedDocument(xml);
List<VtdUtilityParser.Node> workNodes = VtdUtilityParser
.getTextValuesWithAttributes(ap, vn, "//activities:works", Arrays.asList("path", "visibility"));
if (!workNodes.isEmpty()) {
oid = (workNodes.get(0).getAttributes().get("path")).split("/")[1];
} else {
return null;
}
final List<Work> works = new ArrayList<>();
ap.selectXPath("//work:work-summary");
while (ap.evalXPath() != -1) {
final Work work = new Work();
work.setOrcid(oid);
final AutoPilot ap1 = new AutoPilot(ap.getNav());
ap1.selectXPath("./work:title/common:title");
while (ap1.evalXPath() != -1) {
int it = vn.getText();
work.setTitle(vn.toNormalizedString(it));
}
ap1.selectXPath(".//common:external-id");
while (ap1.evalXPath() != -1) {
final Pid pid = new Pid();
final AutoPilot ap2 = new AutoPilot(ap1.getNav());
ap2.selectXPath("./common:external-id-type");
while (ap2.evalXPath() != -1) {
int it = vn.getText();
pid.setSchema(vn.toNormalizedString(it));
}
ap2.selectXPath("./common:external-id-value");
while (ap2.evalXPath() != -1) {
int it = vn.getText();
pid.setValue(vn.toNormalizedString(it));
}
work.addPid(pid);
}
works.add(work);
}
return works;
} catch (Throwable e) {
log.error("Error on parsing {}", xml);
log.error(e.getMessage());
return null;
}
}
public Work parseWork(final String xml) {
try {
@ -176,11 +241,15 @@ public class OrcidParser {
}
private String extractEmploymentDate(final String xpath) throws Exception {
return extractEmploymentDate(xpath, ap);
}
ap.selectXPath(xpath);
private String extractEmploymentDate(final String xpath, AutoPilot pp) throws Exception {
pp.selectXPath(xpath);
StringBuilder sb = new StringBuilder();
while (ap.evalXPath() != -1) {
final AutoPilot ap1 = new AutoPilot(ap.getNav());
while (pp.evalXPath() != -1) {
final AutoPilot ap1 = new AutoPilot(pp.getNav());
ap1.selectXPath("./common:year");
while (ap1.evalXPath() != -1) {
int it = vn.getText();
@ -203,6 +272,104 @@ public class OrcidParser {
}
public List<Employment> parseEmployments(final String xml) {
try {
String oid;
Map<String, String> nsContext = getNameSpaceMap();
DocumentFactory.getInstance().setXPathNamespaceURIs(nsContext);
Document doc = DocumentHelper.parseText(xml);
oid = doc.valueOf("//activities:employments/@path");
if (oid == null || StringUtils.isEmpty(oid))
return null;
final String orcid = oid.split("/")[1];
List<Node> nodes = doc.selectNodes("//employment:employment-summary");
return nodes.stream().map(n -> {
final Employment e = new Employment();
e.setOrcid(orcid);
final String depName = n.valueOf(".//common:department-name");
if (StringUtils.isNotBlank(depName))
e.setDepartmentName(depName);
final String roleTitle = n.valueOf(".//common:role-title");
e.setRoleTitle(roleTitle);
final String organizationName = n.valueOf(".//common:organization/common:name");
if (StringUtils.isEmpty(e.getDepartmentName()))
e.setDepartmentName(organizationName);
final Pid p = new Pid();
final String pid = n
.valueOf(
"./common:organization/common:disambiguated-organization/common:disambiguated-organization-identifier");
p.setValue(pid);
final String pidType = n
.valueOf("./common:organization/common:disambiguated-organization/common:disambiguation-source");
p.setSchema(pidType);
e.setAffiliationId(p);
final StringBuilder aDate = new StringBuilder();
final String sy = n.valueOf("./common:start-date/common:year");
if (StringUtils.isNotBlank(sy)) {
aDate.append(sy);
final String sm = n.valueOf("./common:start-date/common:month");
final String sd = n.valueOf("./common:start-date/common:day");
aDate.append("-");
if (StringUtils.isNotBlank(sm))
aDate.append(sm);
else
aDate.append("01");
aDate.append("-");
if (StringUtils.isNotBlank(sd))
aDate.append(sd);
else
aDate.append("01");
e.setEndDate(aDate.toString());
}
final String ey = n.valueOf("./common:end-date/common:year");
if (StringUtils.isNotBlank(ey)) {
aDate.append(ey);
final String em = n.valueOf("./common:end-date/common:month");
final String ed = n.valueOf("./common:end-date/common:day");
aDate.append("-");
if (StringUtils.isNotBlank(em))
aDate.append(em);
else
aDate.append("01");
aDate.append("-");
if (StringUtils.isNotBlank(ed))
aDate.append(ed);
else
aDate.append("01");
e.setEndDate(aDate.toString());
}
return e;
}).collect(Collectors.toList());
} catch (Throwable e) {
log.error("Error on parsing {}", xml);
log.error(e.getMessage());
return null;
}
}
@NotNull
private static Map<String, String> getNameSpaceMap() {
Map<String, String> nsContext = new HashMap<>();
nsContext.put(NS_COMMON, NS_COMMON_URL);
nsContext.put(NS_PERSON, NS_PERSON_URL);
nsContext.put(NS_DETAILS, NS_DETAILS_URL);
nsContext.put(NS_OTHER, NS_OTHER_URL);
nsContext.put(NS_RECORD, NS_RECORD_URL);
nsContext.put(NS_ERROR, NS_ERROR_URL);
nsContext.put(NS_HISTORY, NS_HISTORY_URL);
nsContext.put(NS_WORK, NS_WORK_URL);
nsContext.put(NS_EXTERNAL, NS_EXTERNAL_URL);
nsContext.put(NS_ACTIVITIES, NS_ACTIVITIES_URL);
nsContext.put(NS_EMPLOYMENT, NS_EMPLOYMENT_URL);
return nsContext;
}
public Employment parseEmployment(final String xml) {
try {
final Employment employment = new Employment();

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@ -18,6 +18,8 @@ public class Author extends ORCIDItem {
private String biography;
private String lastModifiedDate;
public String getBiography() {
return biography;
}
@ -74,6 +76,14 @@ public class Author extends ORCIDItem {
this.otherPids = otherPids;
}
public String getLastModifiedDate() {
return lastModifiedDate;
}
public void setLastModifiedDate(String lastModifiedDate) {
this.lastModifiedDate = lastModifiedDate;
}
public void addOtherPid(final Pid pid) {
if (otherPids == null)

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@ -0,0 +1,26 @@
[
{
"paramName": "m",
"paramLongName": "master",
"paramDescription": "the master name",
"paramRequired": true
},
{
"paramName": "t",
"paramLongName": "targetPath",
"paramDescription": "the target PATH of the DF tables",
"paramRequired": true
},
{
"paramName": "g",
"paramLongName": "graphPath",
"paramDescription": "the PATH of the current graph path",
"paramRequired": true
},
{
"paramName": "u",
"paramLongName": "updatePath",
"paramDescription": "the PATH of the current graph update path",
"paramRequired": true
}
]

View File

@ -16,6 +16,12 @@
"paramLongName": "sourcePath",
"paramDescription": "the PATH of the ORCID sequence file",
"paramRequired": true
},
{
"paramName": "fu",
"paramLongName": "fromUpdate",
"paramDescription": "whether we have to generate table from dump or from update",
"paramRequired": false
}
]

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@ -1,5 +1,9 @@
<workflow-app name="download_Update_ORCID" xmlns="uri:oozie:workflow:0.5">
<parameters>
<property>
<name>graphPath</name>
<description>the path to store the original ORCID dump</description>
</property>
<property>
<name>targetPath</name>
<description>the path to store the original ORCID dump</description>
@ -12,8 +16,9 @@
<property>
<name>accessToken</name>
<description>The access token</description>
</property>
</parameters>
<start to="startUpdate"/>
@ -37,7 +42,7 @@
<arg>--accessToken</arg><arg>${accessToken}</arg>
</java>
<ok to="End"/>
<ok to="generateTables"/>
<error to="Kill"/>
</action>
<action name="generateTables">
@ -58,8 +63,36 @@
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
</spark-opts>
<arg>--sourcePath</arg><arg>${targetPath}/extracted</arg>
<arg>--targetPath</arg><arg>${targetPath}/tables</arg>
<arg>--sourcePath</arg><arg>${targetPath}</arg>
<arg>--targetPath</arg><arg>${targetPath}/updateTable</arg>
<arg>--fromUpdate</arg><arg>true</arg>
<arg>--master</arg><arg>yarn</arg>
</spark>
<ok to="updateTable"/>
<error to="Kill"/>
</action>
<action name="updateTable">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>Update ORCID Tables</name>
<class>eu.dnetlib.dhp.collection.orcid.SparkApplyUpdate</class>
<jar>dhp-aggregation-${projectVersion}.jar</jar>
<spark-opts>
--executor-memory=${sparkExecutorMemory}
--executor-cores=${sparkExecutorCores}
--driver-memory=${sparkDriverMemory}
--conf spark.executor.memoryOverhead=2g
--conf spark.sql.shuffle.partitions=3000
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
</spark-opts>
<arg>--graphPath</arg><arg>graphPath</arg>
<arg>--updatePath</arg><arg>${targetPath}/updateTable</arg>
<arg>--targetPath</arg><arg>${targetPath}/newTable</arg>
<arg>--master</arg><arg>yarn</arg>
</spark>
<ok to="End"/>

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@ -0,0 +1,75 @@
package eu.dnetlib.dhp.collection.orcid
import eu.dnetlib.dhp.application.AbstractScalaApplication
import org.apache.spark.sql.{DataFrame, SaveMode, SparkSession}
import org.slf4j.{Logger, LoggerFactory}
class SparkApplyUpdate(propertyPath: String, args: Array[String], log: Logger)
extends AbstractScalaApplication(propertyPath, args, log: Logger) {
/** Here all the spark applications runs this method
* where the whole logic of the spark node is defined
*/
override def run(): Unit = {
val graphPath: String = parser.get("graphPath")
log.info("found parameters graphPath: {}", graphPath)
val updatePath: String = parser.get("updatePath")
log.info("found parameters updatePath: {}", updatePath)
val targetPath: String = parser.get("targetPath")
log.info("found parameters targetPath: {}", targetPath)
applyTableUpdate(spark, graphPath, updatePath, targetPath)
}
def updateDataset(
inputDataset: DataFrame,
idUpdate: DataFrame,
updateDataframe: DataFrame,
targetPath: String
): Unit = {
inputDataset
.join(idUpdate, inputDataset("orcid").equalTo(idUpdate("orcid")), "leftanti")
.select(inputDataset("*"))
.unionByName(updateDataframe)
.write
.mode(SaveMode.Overwrite)
.save(targetPath)
}
def applyTableUpdate(spark: SparkSession, graphPath: String, updatePath: String, targetPath: String) = {
val orcidIDUpdate = spark.read.load(s"$updatePath/Authors").select("orcid")
updateDataset(
spark.read.load(s"$graphPath/Authors"),
orcidIDUpdate,
spark.read.load(s"$updatePath/Authors"),
s"$targetPath/Authors"
)
updateDataset(
spark.read.load(s"$graphPath/Employments"),
orcidIDUpdate,
spark.read.load(s"$updatePath/Employments"),
s"$targetPath/Employments"
)
updateDataset(
spark.read.load(s"$graphPath/Works"),
orcidIDUpdate,
spark.read.load(s"$updatePath/Works"),
s"$targetPath/Works"
)
}
}
object SparkApplyUpdate {
val log: Logger = LoggerFactory.getLogger(SparkGenerateORCIDTable.getClass)
def main(args: Array[String]): Unit = {
new SparkApplyUpdate("/eu/dnetlib/dhp/collection/orcid/apply_orcid_table_parameter.json", args, log)
.initialize()
.run()
}
}

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@ -6,6 +6,7 @@ import org.apache.hadoop.io.Text
import org.apache.spark.SparkContext
import org.apache.spark.sql.{Encoder, Encoders, SaveMode, SparkSession}
import org.slf4j.{Logger, LoggerFactory}
import scala.collection.JavaConverters._
class SparkGenerateORCIDTable(propertyPath: String, args: Array[String], log: Logger)
extends AbstractScalaApplication(propertyPath, args, log: Logger) {
@ -18,12 +19,16 @@ class SparkGenerateORCIDTable(propertyPath: String, args: Array[String], log: Lo
log.info("found parameters sourcePath: {}", sourcePath)
val targetPath: String = parser.get("targetPath")
log.info("found parameters targetPath: {}", targetPath)
extractORCIDTable(spark, sourcePath, targetPath)
extractORCIDEmploymentsTable(spark, sourcePath, targetPath)
extractORCIDWorksTable(spark, sourcePath, targetPath)
val fromUpdate = "true".equals(parser.get("fromUpdate"))
val sourceSummaryPath = if (fromUpdate) s"$sourcePath/summary*" else sourcePath
val sourceEmploymentsPath = if (fromUpdate) s"$sourcePath/employments*" else sourcePath
val sourceWorksPath = if (fromUpdate) s"$sourcePath/works*" else sourcePath
extractORCIDTable(spark, sourceSummaryPath, targetPath, fromUpdate)
extractORCIDEmploymentsTable(spark, sourceEmploymentsPath, targetPath, fromUpdate)
extractORCIDWorksTable(spark, sourceWorksPath, targetPath, fromUpdate)
}
def extractORCIDTable(spark: SparkSession, sourcePath: String, targetPath: String): Unit = {
def extractORCIDTable(spark: SparkSession, sourcePath: String, targetPath: String, skipFilterByKey: Boolean): Unit = {
val sc: SparkContext = spark.sparkContext
import spark.implicits._
val df = sc
@ -32,8 +37,8 @@ class SparkGenerateORCIDTable(propertyPath: String, args: Array[String], log: Lo
.toDF
.as[(String, String)]
implicit val orcidAuthor: Encoder[Author] = Encoders.bean(classOf[Author])
// implicit val orcidPID:Encoder[Pid] = Encoders.bean(classOf[Pid])
df.filter(r => r._1.contains("summaries"))
val newDf = if (!skipFilterByKey) df.filter(r => r._1.contains("summaries")) else df
newDf
.map { r =>
val p = new OrcidParser
p.parseSummary(r._2)
@ -44,7 +49,12 @@ class SparkGenerateORCIDTable(propertyPath: String, args: Array[String], log: Lo
.save(s"$targetPath/Authors")
}
def extractORCIDWorksTable(spark: SparkSession, sourcePath: String, targetPath: String): Unit = {
def extractORCIDWorksTable(
spark: SparkSession,
sourcePath: String,
targetPath: String,
skipFilterByKey: Boolean
): Unit = {
val sc: SparkContext = spark.sparkContext
import spark.implicits._
val df = sc
@ -53,19 +63,37 @@ class SparkGenerateORCIDTable(propertyPath: String, args: Array[String], log: Lo
.toDF
.as[(String, String)]
implicit val orcidWorkAuthor: Encoder[Work] = Encoders.bean(classOf[Work])
implicit val orcidPID: Encoder[Pid] = Encoders.bean(classOf[Pid])
df.filter(r => r._1.contains("works"))
.map { r =>
//We are in the case of parsing ORCID UPDATE
if (skipFilterByKey) {
df.flatMap { r =>
val p = new OrcidParser
p.parseWork(r._2)
}
.filter(p => p != null)
.write
.mode(SaveMode.Overwrite)
.save(s"$targetPath/Works")
p.parseWorks(r._2).asScala
}.filter(p => p != null)
.write
.mode(SaveMode.Overwrite)
.save(s"$targetPath/Works")
}
//We are in the case of parsing ORCID DUMP
else {
df.filter(r => r._1.contains("works"))
.map { r =>
val p = new OrcidParser
p.parseWork(r._2)
}
.filter(p => p != null)
.write
.mode(SaveMode.Overwrite)
.save(s"$targetPath/Works")
}
}
def extractORCIDEmploymentsTable(spark: SparkSession, sourcePath: String, targetPath: String): Unit = {
def extractORCIDEmploymentsTable(
spark: SparkSession,
sourcePath: String,
targetPath: String,
skipFilterByKey: Boolean
): Unit = {
val sc: SparkContext = spark.sparkContext
import spark.implicits._
val df = sc
@ -74,16 +102,27 @@ class SparkGenerateORCIDTable(propertyPath: String, args: Array[String], log: Lo
.toDF
.as[(String, String)]
implicit val orcidEmploymentAuthor: Encoder[Employment] = Encoders.bean(classOf[Employment])
implicit val orcidPID: Encoder[Pid] = Encoders.bean(classOf[Pid])
df.filter(r => r._1.contains("employments"))
.map { r =>
if (skipFilterByKey) {
df.flatMap { r =>
val p = new OrcidParser
p.parseEmployment(r._2)
}
.filter(p => p != null)
.write
.mode(SaveMode.Overwrite)
.save(s"$targetPath/Employments")
p.parseEmployments(r._2).asScala
}.filter(p => p != null)
.write
.mode(SaveMode.Overwrite)
.save(s"$targetPath/Employments")
}
//We are in the case of parsing ORCID DUMP
else {
df.filter(r => r._1.contains("employments"))
.map { r =>
val p = new OrcidParser
p.parseEmployment(r._2)
}
.filter(p => p != null)
.write
.mode(SaveMode.Overwrite)
.save(s"$targetPath/Employments")
}
}
}

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@ -33,6 +33,7 @@ import com.ximpleware.XPathParseException;
import eu.dnetlib.dhp.collection.orcid.model.Author;
import eu.dnetlib.dhp.collection.orcid.model.ORCIDItem;
import eu.dnetlib.dhp.collection.orcid.model.Work;
import eu.dnetlib.dhp.parser.utility.VtdException;
public class DownloadORCIDTest {
@ -88,6 +89,34 @@ public class DownloadORCIDTest {
});
}
@Test
public void testParsingOrcidUpdateEmployments() throws Exception {
final String xml = IOUtils
.toString(
Objects
.requireNonNull(
getClass().getResourceAsStream("/eu/dnetlib/dhp/collection/orcid/update_employments.xml")));
final OrcidParser parser = new OrcidParser();
final ObjectMapper mapper = new ObjectMapper();
System.out.println(mapper.writeValueAsString(parser.parseEmployments(xml)));
}
@Test
public void testParsingOrcidUpdateWorks() throws Exception {
final String xml = IOUtils
.toString(
Objects
.requireNonNull(
getClass().getResourceAsStream("/eu/dnetlib/dhp/collection/orcid/update_work.xml")));
final OrcidParser parser = new OrcidParser();
final List<Work> works = parser.parseWorks(xml);
final ObjectMapper mapper = new ObjectMapper();
System.out.println(mapper.writeValueAsString(works));
}
@Test
public void testParsingEmployments() throws Exception {
@ -122,12 +151,4 @@ public class DownloadORCIDTest {
});
}
// @Test
// public void testReadTar() throws Exception {
// OrcidGetUpdatesFile.main(new String[] {
// "--namenode", "puppa"
// });
//
// }
}

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@ -0,0 +1,966 @@
<record:record path="/0000-0001-6816-8350" xmlns:internal="http://www.orcid.org/ns/internal" xmlns:education="http://www.orcid.org/ns/education" xmlns:distinction="http://www.orcid.org/ns/distinction" xmlns:deprecated="http://www.orcid.org/ns/deprecated" xmlns:other-name="http://www.orcid.org/ns/other-name" xmlns:membership="http://www.orcid.org/ns/membership" xmlns:error="http://www.orcid.org/ns/error" xmlns:common="http://www.orcid.org/ns/common" xmlns:record="http://www.orcid.org/ns/record" xmlns:personal-details="http://www.orcid.org/ns/personal-details" xmlns:keyword="http://www.orcid.org/ns/keyword" xmlns:email="http://www.orcid.org/ns/email" xmlns:external-identifier="http://www.orcid.org/ns/external-identifier" xmlns:funding="http://www.orcid.org/ns/funding" xmlns:preferences="http://www.orcid.org/ns/preferences" xmlns:address="http://www.orcid.org/ns/address" xmlns:invited-position="http://www.orcid.org/ns/invited-position" xmlns:work="http://www.orcid.org/ns/work" xmlns:history="http://www.orcid.org/ns/history" xmlns:employment="http://www.orcid.org/ns/employment" xmlns:qualification="http://www.orcid.org/ns/qualification" xmlns:service="http://www.orcid.org/ns/service" xmlns:person="http://www.orcid.org/ns/person" xmlns:activities="http://www.orcid.org/ns/activities" xmlns:researcher-url="http://www.orcid.org/ns/researcher-url" xmlns:peer-review="http://www.orcid.org/ns/peer-review" xmlns:bulk="http://www.orcid.org/ns/bulk" xmlns:research-resource="http://www.orcid.org/ns/research-resource">
<common:orcid-identifier>
<common:uri>https://orcid.org/0000-0001-6816-8350</common:uri>
<common:path>0000-0001-6816-8350</common:path>
<common:host>orcid.org</common:host>
</common:orcid-identifier>
<preferences:preferences>
<preferences:locale>en</preferences:locale>
</preferences:preferences>
<history:history>
<history:creation-method>Direct</history:creation-method>
<history:submission-date>2016-01-06T05:08:45.720Z</history:submission-date>
<common:last-modified-date>2024-01-02T20:07:05.186Z</common:last-modified-date>
<history:claimed>true</history:claimed>
<history:verified-email>true</history:verified-email>
<history:verified-primary-email>true</history:verified-primary-email>
</history:history>
<person:person path="/0000-0001-6816-8350/person">
<common:last-modified-date>2023-12-02T13:32:05.269Z</common:last-modified-date>
<other-name:other-names path="/0000-0001-6816-8350/other-names"/>
<researcher-url:researcher-urls path="/0000-0001-6816-8350/researcher-urls">
<common:last-modified-date>2016-02-09T09:18:18.417Z</common:last-modified-date>
<researcher-url:researcher-url put-code="633431" visibility="public" path="/0000-0001-6816-8350/researcher-urls/633431" display-index="0">
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<activities:employments path="/0000-0002-0456-1185/employments" xmlns:internal="http://www.orcid.org/ns/internal" xmlns:education="http://www.orcid.org/ns/education" xmlns:distinction="http://www.orcid.org/ns/distinction" xmlns:deprecated="http://www.orcid.org/ns/deprecated" xmlns:other-name="http://www.orcid.org/ns/other-name" xmlns:membership="http://www.orcid.org/ns/membership" xmlns:error="http://www.orcid.org/ns/error" xmlns:common="http://www.orcid.org/ns/common" xmlns:record="http://www.orcid.org/ns/record" xmlns:personal-details="http://www.orcid.org/ns/personal-details" xmlns:keyword="http://www.orcid.org/ns/keyword" xmlns:email="http://www.orcid.org/ns/email" xmlns:external-identifier="http://www.orcid.org/ns/external-identifier" xmlns:funding="http://www.orcid.org/ns/funding" xmlns:preferences="http://www.orcid.org/ns/preferences" xmlns:address="http://www.orcid.org/ns/address" xmlns:invited-position="http://www.orcid.org/ns/invited-position" xmlns:work="http://www.orcid.org/ns/work" xmlns:history="http://www.orcid.org/ns/history" xmlns:employment="http://www.orcid.org/ns/employment" xmlns:qualification="http://www.orcid.org/ns/qualification" xmlns:service="http://www.orcid.org/ns/service" xmlns:person="http://www.orcid.org/ns/person" xmlns:activities="http://www.orcid.org/ns/activities" xmlns:researcher-url="http://www.orcid.org/ns/researcher-url" xmlns:peer-review="http://www.orcid.org/ns/peer-review" xmlns:bulk="http://www.orcid.org/ns/bulk" xmlns:research-resource="http://www.orcid.org/ns/research-resource">
<common:last-modified-date>2024-01-07T23:59:38.869Z</common:last-modified-date>
<activities:affiliation-group>
<common:last-modified-date>2024-01-07T23:59:38.869Z</common:last-modified-date>
<common:external-ids/>
<employment:employment-summary put-code="22127142" display-index="0" path="/0000-0002-0456-1185/employment/22127142" visibility="public">
<common:created-date>2024-01-07T23:59:38.869Z</common:created-date>
<common:last-modified-date>2024-01-07T23:59:38.869Z</common:last-modified-date>
<common:source>
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<common:uri>https://orcid.org/client/APP-N0TAO4G9BBK9PWHT</common:uri>
<common:path>APP-N0TAO4G9BBK9PWHT</common:path>
<common:host>orcid.org</common:host>
</common:source-client-id>
<common:source-name>Tampere University</common:source-name>
</common:source>
<common:organization>
<common:name>Tampere University</common:name>
<common:address>
<common:city>Tampere</common:city>
<common:country>FI</common:country>
</common:address>
<common:disambiguated-organization>
<common:disambiguated-organization-identifier>https://ror.org/033003e23</common:disambiguated-organization-identifier>
<common:disambiguation-source>ROR</common:disambiguation-source>
</common:disambiguated-organization>
</common:organization>
</employment:employment-summary>
</activities:affiliation-group>
<activities:affiliation-group>
<common:last-modified-date>2019-01-03T17:00:05.658Z</common:last-modified-date>
<common:external-ids/>
<employment:employment-summary put-code="3291239" display-index="1" path="/0000-0002-0456-1185/employment/3291239" visibility="public">
<common:created-date>2017-02-26T04:46:20.917Z</common:created-date>
<common:last-modified-date>2019-01-03T17:00:05.658Z</common:last-modified-date>
<common:source>
<common:source-orcid>
<common:uri>https://orcid.org/0000-0002-0456-1185</common:uri>
<common:path>0000-0002-0456-1185</common:path>
<common:host>orcid.org</common:host>
</common:source-orcid>
<common:source-name>Tiina Manninen</common:source-name>
</common:source>
<common:department-name> Faculty of Medicine and Health Technology</common:department-name>
<common:role-title>Academy Research Fellow</common:role-title>
<common:organization>
<common:name>Tampere University</common:name>
<common:address>
<common:city>Tampere</common:city>
<common:country>FI</common:country>
</common:address>
<common:disambiguated-organization>
<common:disambiguated-organization-identifier>7839</common:disambiguated-organization-identifier>
<common:disambiguation-source>RINGGOLD</common:disambiguation-source>
</common:disambiguated-organization>
</common:organization>
</employment:employment-summary>
</activities:affiliation-group>
</activities:employments>