master #59
|
@ -8,14 +8,15 @@ import org.apache.http.impl.client.{HttpClientBuilder, HttpClients}
|
||||||
|
|
||||||
import java.io.IOException
|
import java.io.IOException
|
||||||
|
|
||||||
abstract class AbstractRestClient extends Iterator[String]{
|
|
||||||
|
abstract class AbstractRestClient extends Iterator[String] {
|
||||||
|
|
||||||
var buffer: List[String] = List()
|
var buffer: List[String] = List()
|
||||||
var current_index:Int = 0
|
var current_index: Int = 0
|
||||||
|
|
||||||
var scroll_value: Option[String] = None
|
var scroll_value: Option[String] = None
|
||||||
|
|
||||||
var complete:Boolean = false
|
var complete: Boolean = false
|
||||||
|
|
||||||
|
|
||||||
def extractInfo(input: String): Unit
|
def extractInfo(input: String): Unit
|
||||||
|
@ -23,13 +24,13 @@ abstract class AbstractRestClient extends Iterator[String]{
|
||||||
protected def getBufferData(): Unit
|
protected def getBufferData(): Unit
|
||||||
|
|
||||||
|
|
||||||
def doHTTPGETRequest(url:String): String = {
|
def doHTTPGETRequest(url: String): String = {
|
||||||
val httpGet = new HttpGet(url)
|
val httpGet = new HttpGet(url)
|
||||||
doHTTPRequest(httpGet)
|
doHTTPRequest(httpGet)
|
||||||
|
|
||||||
}
|
}
|
||||||
|
|
||||||
def doHTTPPOSTRequest(url:String, json:String): String = {
|
def doHTTPPOSTRequest(url: String, json: String): String = {
|
||||||
val httpPost = new HttpPost(url)
|
val httpPost = new HttpPost(url)
|
||||||
if (json != null) {
|
if (json != null) {
|
||||||
val entity = new StringEntity(json)
|
val entity = new StringEntity(json)
|
||||||
|
@ -46,7 +47,7 @@ abstract class AbstractRestClient extends Iterator[String]{
|
||||||
|
|
||||||
|
|
||||||
override def next(): String = {
|
override def next(): String = {
|
||||||
val next_item:String = buffer(current_index)
|
val next_item: String = buffer(current_index)
|
||||||
current_index = current_index + 1
|
current_index = current_index + 1
|
||||||
if (current_index == buffer.size)
|
if (current_index == buffer.size)
|
||||||
getBufferData()
|
getBufferData()
|
||||||
|
@ -54,17 +55,16 @@ abstract class AbstractRestClient extends Iterator[String]{
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
||||||
|
private def doHTTPRequest[A <: HttpUriRequest](r: A): String = {
|
||||||
|
|
||||||
private def doHTTPRequest[A <: HttpUriRequest](r: A) :String ={
|
|
||||||
val timeout = 60; // seconds
|
val timeout = 60; // seconds
|
||||||
val config = RequestConfig.custom()
|
val config = RequestConfig.custom()
|
||||||
.setConnectTimeout(timeout * 1000)
|
.setConnectTimeout(timeout * 1000)
|
||||||
.setConnectionRequestTimeout(timeout * 1000)
|
.setConnectionRequestTimeout(timeout * 1000)
|
||||||
.setSocketTimeout(timeout * 1000).build()
|
.setSocketTimeout(timeout * 1000).build()
|
||||||
val client =HttpClientBuilder.create().setDefaultRequestConfig(config).build()
|
val client = HttpClientBuilder.create().setDefaultRequestConfig(config).build()
|
||||||
var tries = 4
|
try {
|
||||||
while (tries > 0) {
|
var tries = 4
|
||||||
|
while (tries > 0) {
|
||||||
println(s"requesting ${r.getURI}")
|
println(s"requesting ${r.getURI}")
|
||||||
try {
|
try {
|
||||||
val response = client.execute(r)
|
val response = client.execute(r)
|
||||||
|
@ -78,10 +78,15 @@ abstract class AbstractRestClient extends Iterator[String]{
|
||||||
case e: Throwable =>
|
case e: Throwable =>
|
||||||
println(s"Error on requesting ${r.getURI}")
|
println(s"Error on requesting ${r.getURI}")
|
||||||
e.printStackTrace()
|
e.printStackTrace()
|
||||||
tries-=1
|
tries -= 1
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
""
|
""
|
||||||
}
|
} finally {
|
||||||
|
if (client != null)
|
||||||
|
client.close()
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
getBufferData()
|
getBufferData()
|
||||||
}
|
}
|
|
@ -1,10 +1,10 @@
|
||||||
package eu.dnetlib.dhp.sx.graph.bio.pubmed
|
package eu.dnetlib.dhp.sx.graph.bio.pubmed
|
||||||
import java.util.regex.Pattern
|
|
||||||
import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup
|
import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup
|
||||||
import eu.dnetlib.dhp.schema.common.ModelConstants
|
import eu.dnetlib.dhp.schema.common.ModelConstants
|
||||||
import eu.dnetlib.dhp.schema.oaf.utils.{CleaningFunctions, GraphCleaningFunctions, IdentifierFactory, OafMapperUtils, PidType}
|
|
||||||
import eu.dnetlib.dhp.schema.oaf._
|
import eu.dnetlib.dhp.schema.oaf._
|
||||||
|
import eu.dnetlib.dhp.schema.oaf.utils.{GraphCleaningFunctions, IdentifierFactory, OafMapperUtils, PidType}
|
||||||
|
|
||||||
|
import java.util.regex.Pattern
|
||||||
import scala.collection.JavaConverters._
|
import scala.collection.JavaConverters._
|
||||||
|
|
||||||
object PubMedToOaf {
|
object PubMedToOaf {
|
||||||
|
@ -17,7 +17,7 @@ object PubMedToOaf {
|
||||||
|
|
||||||
def cleanDoi(doi:String):String = {
|
def cleanDoi(doi:String):String = {
|
||||||
|
|
||||||
val regex = "10.\\d{4,9}\\/[-._;()\\/:A-Z0-9]+$"
|
val regex = "^10.\\d{4,9}\\/[\\[\\]\\-\\<\\>._;()\\/:A-Z0-9]+$"
|
||||||
|
|
||||||
|
|
||||||
val pattern = Pattern.compile(regex, Pattern.CASE_INSENSITIVE)
|
val pattern = Pattern.compile(regex, Pattern.CASE_INSENSITIVE)
|
||||||
|
|
|
@ -0,0 +1,115 @@
|
||||||
|
package eu.dnetlib.dhp.sx.graph.ebi
|
||||||
|
|
||||||
|
import eu.dnetlib.dhp.application.ArgumentApplicationParser
|
||||||
|
import eu.dnetlib.dhp.sx.graph.bio.BioDBToOAF.EBILinkItem
|
||||||
|
import eu.dnetlib.dhp.sx.graph.bio.pubmed.{PMArticle, PMAuthor, PMJournal}
|
||||||
|
import org.apache.commons.io.IOUtils
|
||||||
|
import org.apache.http.client.config.RequestConfig
|
||||||
|
import org.apache.http.client.methods.{HttpGet, HttpUriRequest}
|
||||||
|
import org.apache.http.impl.client.HttpClientBuilder
|
||||||
|
import org.apache.spark.SparkConf
|
||||||
|
import org.apache.spark.sql.expressions.Aggregator
|
||||||
|
import org.apache.spark.sql.functions.max
|
||||||
|
import org.apache.spark.sql.{Dataset, Encoder, Encoders, SaveMode, SparkSession}
|
||||||
|
import org.slf4j.{Logger, LoggerFactory}
|
||||||
|
|
||||||
|
object SparkDownloadEBILinks {
|
||||||
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|
||||||
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|
||||||
|
def createEBILinks(pmid:Long):EBILinkItem = {
|
||||||
|
|
||||||
|
val res = requestLinks(pmid)
|
||||||
|
if (res!=null)
|
||||||
|
return EBILinkItem(pmid, res)
|
||||||
|
null
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def requestLinks(PMID:Long):String = {
|
||||||
|
val r = new HttpGet(s"https://www.ebi.ac.uk/europepmc/webservices/rest/MED/$PMID/datalinks?format=json")
|
||||||
|
val timeout = 60; // seconds
|
||||||
|
val config = RequestConfig.custom()
|
||||||
|
.setConnectTimeout(timeout * 1000)
|
||||||
|
.setConnectionRequestTimeout(timeout * 1000)
|
||||||
|
.setSocketTimeout(timeout * 1000).build()
|
||||||
|
val client = HttpClientBuilder.create().setDefaultRequestConfig(config).build()
|
||||||
|
try {
|
||||||
|
var tries = 4
|
||||||
|
while (tries > 0) {
|
||||||
|
println(s"requesting ${r.getURI}")
|
||||||
|
try {
|
||||||
|
val response = client.execute(r)
|
||||||
|
println(s"get response with status${response.getStatusLine.getStatusCode}")
|
||||||
|
if (response.getStatusLine.getStatusCode > 400) {
|
||||||
|
tries -= 1
|
||||||
|
}
|
||||||
|
else
|
||||||
|
return IOUtils.toString(response.getEntity.getContent)
|
||||||
|
} catch {
|
||||||
|
case e: Throwable =>
|
||||||
|
println(s"Error on requesting ${r.getURI}")
|
||||||
|
e.printStackTrace()
|
||||||
|
tries -= 1
|
||||||
|
}
|
||||||
|
}
|
||||||
|
""
|
||||||
|
} finally {
|
||||||
|
if (client != null)
|
||||||
|
client.close()
|
||||||
|
}
|
||||||
|
|
||||||
|
}
|
||||||
|
def main(args: Array[String]): Unit = {
|
||||||
|
|
||||||
|
val log: Logger = LoggerFactory.getLogger(getClass)
|
||||||
|
val MAX_ITEM_PER_PARTITION = 20000
|
||||||
|
val conf: SparkConf = new SparkConf()
|
||||||
|
val parser = new ArgumentApplicationParser(IOUtils.toString(getClass.getResourceAsStream("/eu/dnetlib/dhp/sx/graph/ebi/ebi_download_update.json")))
|
||||||
|
parser.parseArgument(args)
|
||||||
|
val spark: SparkSession =
|
||||||
|
SparkSession
|
||||||
|
.builder()
|
||||||
|
.config(conf)
|
||||||
|
.appName(SparkEBILinksToOaf.getClass.getSimpleName)
|
||||||
|
.master(parser.get("master")).getOrCreate()
|
||||||
|
|
||||||
|
import spark.implicits._
|
||||||
|
|
||||||
|
implicit val PMEncoder: Encoder[PMArticle] = Encoders.kryo(classOf[PMArticle])
|
||||||
|
implicit val PMJEncoder: Encoder[PMJournal] = Encoders.kryo(classOf[PMJournal])
|
||||||
|
implicit val PMAEncoder: Encoder[PMAuthor] = Encoders.kryo(classOf[PMAuthor])
|
||||||
|
|
||||||
|
val sourcePath = parser.get("sourcePath")
|
||||||
|
log.info(s"sourcePath -> $sourcePath")
|
||||||
|
val workingPath = parser.get("workingPath")
|
||||||
|
log.info(s"workingPath -> $workingPath")
|
||||||
|
|
||||||
|
log.info("Getting max pubmedId where the links have been requested")
|
||||||
|
val links:Dataset[EBILinkItem] = spark.read.load(s"$sourcePath/ebi_links_dataset").as[EBILinkItem]
|
||||||
|
val lastPMIDRequested =links.map(l => l.id).select(max("value")).first.getLong(0)
|
||||||
|
|
||||||
|
log.info("Retrieving PMID to request links")
|
||||||
|
val pubmed = spark.read.load(s"$sourcePath/baseline_dataset").as[PMArticle]
|
||||||
|
pubmed.map(p => p.getPmid.toLong).where(s"value > $lastPMIDRequested").write.mode(SaveMode.Overwrite).save(s"$workingPath/id_to_request")
|
||||||
|
|
||||||
|
val pmidToReq:Dataset[Long] = spark.read.load(s"$workingPath/id_to_request").as[Long]
|
||||||
|
|
||||||
|
val total = pmidToReq.count()
|
||||||
|
|
||||||
|
spark.createDataset(pmidToReq.rdd.repartition((total/MAX_ITEM_PER_PARTITION).toInt).map(pmid =>createEBILinks(pmid)).filter(l => l!= null)).write.mode(SaveMode.Overwrite).save(s"$workingPath/links_update")
|
||||||
|
|
||||||
|
val updates:Dataset[EBILinkItem] =spark.read.load(s"$workingPath/links_update").as[EBILinkItem]
|
||||||
|
|
||||||
|
links.union(updates).groupByKey(_.id)
|
||||||
|
.reduceGroups{(x,y) =>
|
||||||
|
if (x == null || x.links ==null)
|
||||||
|
y
|
||||||
|
if (y ==null || y.links ==null)
|
||||||
|
x
|
||||||
|
if (x.links.length > y.links.length)
|
||||||
|
x
|
||||||
|
else
|
||||||
|
y
|
||||||
|
}.map(_._2).write.mode(SaveMode.Overwrite).save(s"$workingPath/links_final")
|
||||||
|
}
|
||||||
|
}
|
|
@ -0,0 +1,5 @@
|
||||||
|
[
|
||||||
|
{"paramName":"mt", "paramLongName":"master", "paramDescription": "should be local or yarn", "paramRequired": true},
|
||||||
|
{"paramName":"s", "paramLongName":"sourcePath","paramDescription": "the source Path", "paramRequired": true},
|
||||||
|
{"paramName":"w", "paramLongName":"workingPath","paramDescription": "the working path ", "paramRequired": true}
|
||||||
|
]
|
|
@ -0,0 +1,68 @@
|
||||||
|
<configuration>
|
||||||
|
|
||||||
|
<!-- OCEAN -->
|
||||||
|
|
||||||
|
<property>
|
||||||
|
<name>jobTracker</name>
|
||||||
|
<value>yarnRM</value>
|
||||||
|
</property>
|
||||||
|
<property>
|
||||||
|
<name>nameNode</name>
|
||||||
|
<value>hdfs://nameservice1</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>
|
||||||
|
|
||||||
|
|
||||||
|
<!-- GARR -->
|
||||||
|
|
||||||
|
<!-- <property>-->
|
||||||
|
<!-- <name>jobTracker</name>-->
|
||||||
|
<!-- <value>yarn</value>-->
|
||||||
|
<!-- </property>-->
|
||||||
|
<!-- <property>-->
|
||||||
|
<!-- <name>nameNode</name>-->
|
||||||
|
<!-- <value>hdfs://hadoop-rm1.garr-pa1.d4science.org:8020</value>-->
|
||||||
|
<!-- </property>-->
|
||||||
|
<!-- <property>-->
|
||||||
|
<!-- <name>hive_metastore_uris</name>-->
|
||||||
|
<!-- <value>thrift://hadoop-edge3.garr-pa1.d4science.org:9083</value>-->
|
||||||
|
<!-- </property>-->
|
||||||
|
<!-- <property>-->
|
||||||
|
<!-- <name>spark2YarnHistoryServerAddress</name>-->
|
||||||
|
<!-- <value>http://hadoop-rm2.garr-pa1.d4science.org:19888</value>-->
|
||||||
|
<!-- </property>-->
|
||||||
|
|
||||||
|
|
||||||
|
<property>
|
||||||
|
<name>oozie.launcher.mapreduce.user.classpath.first</name>
|
||||||
|
<value>true</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>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>
|
||||||
|
</configuration>
|
|
@ -0,0 +1,59 @@
|
||||||
|
<workflow-app name="Create EBI Dataset" xmlns="uri:oozie:workflow:0.5">
|
||||||
|
<parameters>
|
||||||
|
<property>
|
||||||
|
<name>sourcePath</name>
|
||||||
|
<description>the Working Path</description>
|
||||||
|
</property>
|
||||||
|
<property>
|
||||||
|
<name>workingPath</name>
|
||||||
|
<description>the Working Path</description>
|
||||||
|
</property>
|
||||||
|
<property>
|
||||||
|
<name>sparkDriverMemory</name>
|
||||||
|
<description>memory for driver process</description>
|
||||||
|
</property>
|
||||||
|
<property>
|
||||||
|
<name>sparkExecutorMemory</name>
|
||||||
|
<description>memory for individual executor</description>
|
||||||
|
</property>
|
||||||
|
<property>
|
||||||
|
<name>sparkExecutorCores</name>
|
||||||
|
<description>number of cores used by single executor</description>
|
||||||
|
</property>
|
||||||
|
</parameters>
|
||||||
|
|
||||||
|
<start to="DownloadEBILinks"/>
|
||||||
|
|
||||||
|
|
||||||
|
<kill name="Kill">
|
||||||
|
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
|
||||||
|
</kill>
|
||||||
|
|
||||||
|
|
||||||
|
<action name="DownloadEBILinks">
|
||||||
|
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||||
|
<master>yarn-cluster</master>
|
||||||
|
<mode>cluster</mode>
|
||||||
|
<name>Incremental Download EBI Links</name>
|
||||||
|
<class>eu.dnetlib.dhp.sx.graph.ebi.SparkDownloadEBILinks</class>
|
||||||
|
<jar>dhp-graph-mapper-${projectVersion}.jar</jar>
|
||||||
|
<spark-opts>
|
||||||
|
--executor-memory=${sparkExecutorMemory}
|
||||||
|
--executor-cores=${sparkExecutorCores}
|
||||||
|
--driver-memory=${sparkDriverMemory}
|
||||||
|
--conf spark.extraListeners=${spark2ExtraListeners}
|
||||||
|
--conf spark.sql.shuffle.partitions=2000
|
||||||
|
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
|
||||||
|
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
|
||||||
|
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
|
||||||
|
</spark-opts>
|
||||||
|
<arg>--sourcePath</arg><arg>${sourcePath}</arg>
|
||||||
|
<arg>--workingPath</arg><arg>${workingPath}</arg>
|
||||||
|
<arg>--master</arg><arg>yarn</arg>
|
||||||
|
</spark>
|
||||||
|
<ok to="End"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
<end name="End"/>
|
||||||
|
</workflow-app>
|
Loading…
Reference in New Issue