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updated pubmed

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Sandro La Bruzzo 2021-05-04 14:54:12 +02:00
parent c00be646f3
commit 714b71bd21
12 changed files with 5431 additions and 9 deletions

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@ -33,7 +33,6 @@ object SparkCreateBaselineDataFrame {
implicit val PMJEncoder: Encoder[PMJournal] = Encoders.kryo(classOf[PMJournal]) implicit val PMJEncoder: Encoder[PMJournal] = Encoders.kryo(classOf[PMJournal])
implicit val PMAEncoder: Encoder[PMAuthor] = Encoders.kryo(classOf[PMAuthor]) implicit val PMAEncoder: Encoder[PMAuthor] = Encoders.kryo(classOf[PMAuthor])
val k: RDD[(String, String)] = sc.wholeTextFiles(s"$workingPath/baseline",2000) val k: RDD[(String, String)] = sc.wholeTextFiles(s"$workingPath/baseline",2000)
val ds:Dataset[PMArticle] = spark.createDataset(k.filter(i => i._1.endsWith(".gz")).flatMap(i =>{ val ds:Dataset[PMArticle] = spark.createDataset(k.filter(i => i._1.endsWith(".gz")).flatMap(i =>{
val xml = new XMLEventReader(Source.fromBytes(i._2.getBytes())) val xml = new XMLEventReader(Source.fromBytes(i._2.getBytes()))
new PMParser(xml) new PMParser(xml)

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@ -8,10 +8,33 @@ import java.util.List;
public class PMArticle implements Serializable { public class PMArticle implements Serializable {
private String pmid; private String pmid;
private String doi;
private String date; private String date;
private PMJournal journal; private PMJournal journal;
private String title; private String title;
private String description; private String description;
private String language;
private final List<PMSubject> subjects = new ArrayList<>();
private final List<PMSubject> publicationTypes = new ArrayList<>();
public List<PMSubject> getPublicationTypes() {
return publicationTypes;
}
private final List<PMGrant> grants = new ArrayList<>();
public List<PMGrant> getGrants() {
return grants;
}
public String getDoi() {
return doi;
}
public void setDoi(String doi) {
this.doi = doi;
}
private List<PMAuthor> authors = new ArrayList<>(); private List<PMAuthor> authors = new ArrayList<>();
public String getPmid() { public String getPmid() {
@ -61,4 +84,16 @@ public class PMArticle implements Serializable {
public void setAuthors(List<PMAuthor> authors) { public void setAuthors(List<PMAuthor> authors) {
this.authors = authors; this.authors = authors;
} }
public List<PMSubject> getSubjects() {
return subjects;
}
public String getLanguage() {
return language;
}
public void setLanguage(String language) {
this.language = language;
}
} }

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@ -0,0 +1,42 @@
package eu.dnetlib.dhp.sx.ebi.model;
public class PMGrant {
private String grantID;
private String agency;
private String country;
public PMGrant() {
}
public PMGrant(String grantID, String agency, String country) {
this.grantID = grantID;
this.agency = agency;
this.country = country;
}
public String getGrantID() {
return grantID;
}
public void setGrantID(String grantID) {
this.grantID = grantID;
}
public String getAgency() {
return agency;
}
public void setAgency(String agency) {
this.agency = agency;
}
public String getCountry() {
return country;
}
public void setCountry(String country) {
this.country = country;
}
}

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@ -1,4 +1,6 @@
package eu.dnetlib.dhp.sx.ebi.model package eu.dnetlib.dhp.sx.ebi.model
import scala.xml.MetaData
import scala.xml.pull.{EvElemEnd, EvElemStart, EvText, XMLEventReader} import scala.xml.pull.{EvElemEnd, EvElemStart, EvText, XMLEventReader}
class PMParser(xml:XMLEventReader) extends Iterator[PMArticle] { class PMParser(xml:XMLEventReader) extends Iterator[PMArticle] {
@ -12,24 +14,61 @@ class PMParser(xml:XMLEventReader) extends Iterator[PMArticle] {
tmp tmp
} }
def extractAttributes(attrs:MetaData, key:String):String = {
val res = attrs.get(key)
if (res.isDefined) {
val s =res.get
if (s != null && s.nonEmpty)
s.head.text
else
null
}
else null
}
def validate_Date(year:String, month:String, day:String):String = {
try {
f"${year.toInt}-${month.toInt}%02d-${day.toInt}%02d"
} catch {
case _: Throwable =>null
}
}
def generateNextArticle():PMArticle = { def generateNextArticle():PMArticle = {
var currentSubject:PMSubject = null
var currentAuthor: PMAuthor = null var currentAuthor: PMAuthor = null
var currentJournal: PMJournal = null var currentJournal: PMJournal = null
var currentGrant: PMGrant = null
var currNode: String = null var currNode: String = null
var currentYear = "0" var currentYear = "0"
var currentMonth = "01" var currentMonth = "01"
var currentDay = "01" var currentDay = "01"
var currentArticleType:String = null
while (xml.hasNext) { while (xml.hasNext) {
xml.next match { xml.next match {
case EvElemStart(_, label, _, _) => case EvElemStart(_, label, attrs, _) =>
currNode = label currNode = label
label match { label match {
case "PubmedArticle" => currentArticle = new PMArticle case "PubmedArticle" => currentArticle = new PMArticle
case "Author" => currentAuthor = new PMAuthor case "Author" => currentAuthor = new PMAuthor
case "Journal" => currentJournal = new PMJournal case "Journal" => currentJournal = new PMJournal
case "Grant" => currentGrant = new PMGrant
case "PublicationType" | "DescriptorName" =>
currentSubject = new PMSubject
currentSubject.setMeshId(extractAttributes(attrs, "UI"))
case "ArticleId" => currentArticleType = extractAttributes(attrs,"IdType")
case _ => case _ =>
} }
case EvElemEnd(_, label) => case EvElemEnd(_, label) =>
@ -37,8 +76,12 @@ class PMParser(xml:XMLEventReader) extends Iterator[PMArticle] {
case "PubmedArticle" => return currentArticle case "PubmedArticle" => return currentArticle
case "Author" => currentArticle.getAuthors.add(currentAuthor) case "Author" => currentArticle.getAuthors.add(currentAuthor)
case "Journal" => currentArticle.setJournal(currentJournal) case "Journal" => currentArticle.setJournal(currentJournal)
case "DateCompleted" => currentArticle.setDate(s"$currentYear-$currentMonth-$currentDay") case "Grant" => currentArticle.getGrants.add(currentGrant)
case "PubMedPubDate" => if (currentArticle.getDate== null)
currentArticle.setDate(validate_Date(currentYear,currentMonth,currentDay))
case "PubDate" => currentJournal.setDate(s"$currentYear-$currentMonth-$currentDay") case "PubDate" => currentJournal.setDate(s"$currentYear-$currentMonth-$currentDay")
case "DescriptorName" => currentArticle.getSubjects.add(currentSubject)
case "PublicationType" =>currentArticle.getPublicationTypes.add(currentSubject)
case _ => case _ =>
} }
case EvText(text) => case EvText(text) =>
@ -57,12 +100,18 @@ class PMParser(xml:XMLEventReader) extends Iterator[PMArticle] {
currentArticle.setDescription(currentArticle.getDescription + text.trim) currentArticle.setDescription(currentArticle.getDescription + text.trim)
} }
case "PMID" => currentArticle.setPmid(text.trim) case "PMID" => currentArticle.setPmid(text.trim)
case "ArticleId" => if ("doi".equalsIgnoreCase(currentArticleType)) currentArticle.setDoi(text.trim)
case "Language" => currentArticle.setLanguage(text.trim)
case "ISSN" => currentJournal.setIssn(text.trim) case "ISSN" => currentJournal.setIssn(text.trim)
case "GrantID" => currentGrant.setGrantID(text.trim)
case "Agency" => currentGrant.setAgency(text.trim)
case "Country" => if (currentGrant != null) currentGrant.setCountry(text.trim)
case "Year" => currentYear = text.trim case "Year" => currentYear = text.trim
case "Month" => currentMonth = text.trim case "Month" => currentMonth = text.trim
case "Day" => currentDay = text.trim case "Day" => currentDay = text.trim
case "Volume" => currentJournal.setVolume( text.trim) case "Volume" => currentJournal.setVolume( text.trim)
case "Issue" => currentJournal.setIssue (text.trim) case "Issue" => currentJournal.setIssue (text.trim)
case "PublicationType" | "DescriptorName" => currentSubject.setValue(text.trim)
case "LastName" => { case "LastName" => {
if (currentAuthor != null) if (currentAuthor != null)
currentAuthor.setLastName(text.trim) currentAuthor.setLastName(text.trim)

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@ -0,0 +1,41 @@
package eu.dnetlib.dhp.sx.ebi.model;
public class PMSubject {
private String value;
private String meshId;
private String registryNumber;
public PMSubject() {
}
public PMSubject(String value, String meshId, String registryNumber) {
this.value = value;
this.meshId = meshId;
this.registryNumber = registryNumber;
}
public String getValue() {
return value;
}
public void setValue(String value) {
this.value = value;
}
public String getMeshId() {
return meshId;
}
public void setMeshId(String meshId) {
this.meshId = meshId;
}
public String getRegistryNumber() {
return registryNumber;
}
public void setRegistryNumber(String registryNumber) {
this.registryNumber = registryNumber;
}
}

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@ -5,9 +5,6 @@ import org.apache.spark.sql.{Encoder, Encoders}
import org.json4s import org.json4s
import org.json4s.DefaultFormats import org.json4s.DefaultFormats
import org.json4s.jackson.JsonMethods.parse import org.json4s.jackson.JsonMethods.parse
import java.text.SimpleDateFormat
import java.util.Date
import java.util.regex.Pattern import java.util.regex.Pattern
import scala.language.postfixOps import scala.language.postfixOps
import scala.xml.{Elem, Node, XML} import scala.xml.{Elem, Node, XML}

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@ -24,7 +24,7 @@ object SparkGeneratePanagaeaDataset {
SparkSession SparkSession
.builder() .builder()
.config(conf) .config(conf)
.appName(SparkCreateEBIDataFrame.getClass.getSimpleName) .appName(SparkGeneratePanagaeaDataset.getClass.getSimpleName)
.master(parser.get("master")).getOrCreate() .master(parser.get("master")).getOrCreate()
parser.getObjectMap.asScala.foreach(s => logger.info(s"${s._1} -> ${s._2}")) parser.getObjectMap.asScala.foreach(s => logger.info(s"${s._1} -> ${s._2}"))

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@ -0,0 +1,19 @@
<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>
</configuration>

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@ -0,0 +1,40 @@
<workflow-app name="Transform_Pubmed_Workflow" xmlns="uri:oozie:workflow:0.5">
<parameters>
<property>
<name>baselineWorkingPath</name>
<description>the Baseline Working Path</description>
</property>
</parameters>
<start to="ConvertDataset"/>
<kill name="Kill">
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
</kill>
<action name="ConvertDataset">
<spark xmlns="uri:oozie:spark-action:0.2">
<master>yarn</master>
<mode>cluster</mode>
<name>Convert Baseline to Dataset</name>
<class>eu.dnetlib.dhp.sx.ebi.SparkCreateBaselineDataFrame</class>
<jar>dhp-graph-mapper-${projectVersion}.jar</jar>
<spark-opts>
--executor-memory=${sparkExecutorMemory}
--executor-cores=${sparkExecutorCores}
--driver-memory=${sparkDriverMemory}
--conf spark.extraListeners=${spark2ExtraListeners}
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
</spark-opts>
<arg>--workingPath</arg><arg>${baselineWorkingPath}</arg>
<arg>--master</arg><arg>yarn</arg>
</spark>
<ok to="End"/>
<error to="Kill"/>
</action>
<end name="End"/>
</workflow-app>

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@ -0,0 +1,4 @@
[
{"paramName":"mt", "paramLongName":"master", "paramDescription": "should be local or yarn", "paramRequired": true},
{"paramName":"w", "paramLongName":"workingPath", "paramDescription": "the path of the sequencial file to read", "paramRequired": true}
]

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@ -1,16 +1,24 @@
package eu.dnetlib.dhp.sx.ebi package eu.dnetlib.dhp.sx.ebi
import com.fasterxml.jackson.databind.ObjectMapper
import eu.dnetlib.dhp.sx.ebi.model.PMParser
import org.junit.jupiter.api.Test import org.junit.jupiter.api.Test
import scala.io.Source
import scala.xml.pull.XMLEventReader
class TestEBI { class TestEBI {
// @Test @Test
def testEBIData() = { def testEBIData() = {
SparkAddLinkUpdates.main("-mt local[*] -w /home/sandro/Downloads".split(" ")) val inputXML = Source.fromInputStream(getClass.getResourceAsStream("pubmed.xml")).mkString
val xml = new XMLEventReader(Source.fromBytes(inputXML.getBytes()))
val mapper = new ObjectMapper()
new PMParser(xml).foreach(s =>println(mapper.writeValueAsString(s)))