forked from D-Net/dnet-hadoop
Improved Crossref mapping to include also unpaywall tested
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parent
ece56f0178
commit
73a67c0e4a
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@ -1,6 +1,7 @@
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package eu.dnetlib.dhp.collection.crossref
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import com.fasterxml.jackson.databind.ObjectMapper
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import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup
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import eu.dnetlib.dhp.schema.common.ModelConstants
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import eu.dnetlib.dhp.schema.oaf._
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@ -28,8 +29,6 @@ import scala.collection.mutable
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import scala.io.Source
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import scala.util.matching.Regex
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case class CrossrefDT(doi: String, json: String, timestamp: Long) {}
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case class mappingAffiliation(name: String) {}
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case class mappingAuthor(
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@ -44,8 +43,6 @@ case class funderInfo(id: String, uri: String, name: String, synonym: List[Strin
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case class mappingFunder(name: String, DOI: Option[String], award: Option[List[String]]) {}
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case class CrossrefResult(oafType: String, body: String) {}
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case class UnpayWall(doi: String, is_oa: Boolean, best_oa_location: UnpayWallOALocation, oa_status: String) {}
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case class UnpayWallOALocation(license: Option[String], url: String, host_type: Option[String]) {}
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@ -616,17 +613,48 @@ case object Crossref2Oaf {
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null
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}
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def extract_doi(input: String): CrossrefDT = {
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implicit lazy val formats: DefaultFormats.type = org.json4s.DefaultFormats
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lazy val json: json4s.JValue = parse(input)
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CrossrefDT(doi = (json \ "DOI").extract[String].toLowerCase, json = input, 0)
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object TransformationType extends Enumeration {
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type TransformationType = Value
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val OnlyRelation, OnlyResult, All = Value
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}
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import TransformationType._
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def mergeUnpayWall(r: Result, uw: UnpayWall): Result = {
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if (uw != null) {
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r.setCollectedfrom(List(r.getCollectedfrom.get(0), createUnpayWallCollectedFrom()).asJava)
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val i: Instance = new Instance()
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i.setCollectedfrom(createUnpayWallCollectedFrom())
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if (uw.best_oa_location != null) {
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i.setUrl(List(uw.best_oa_location.url).asJava)
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if (uw.best_oa_location.license.isDefined) {
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i.setLicense(field[String](uw.best_oa_location.license.get, null))
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}
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val colour = get_unpaywall_color(uw.oa_status)
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if (colour.isDefined) {
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val a = new AccessRight
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a.setClassid(ModelConstants.ACCESS_RIGHT_OPEN)
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a.setClassname(ModelConstants.ACCESS_RIGHT_OPEN)
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a.setSchemeid(ModelConstants.DNET_ACCESS_MODES)
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a.setSchemename(ModelConstants.DNET_ACCESS_MODES)
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a.setOpenAccessRoute(colour.get)
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i.setAccessright(a)
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}
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i.setInstancetype(r.getInstance().get(0).getInstancetype)
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i.setInstanceTypeMapping(r.getInstance().get(0).getInstanceTypeMapping)
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i.setPid(r.getPid)
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r.setInstance(List(r.getInstance().get(0), i).asJava)
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}
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}
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r
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}
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def convert(input: CrossrefDT, uw: UnpayWall, vocabularies: VocabularyGroup): List[CrossrefResult] = {
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def convert(input: String, vocabularies: VocabularyGroup, mode: TransformationType): List[Oaf] = {
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implicit lazy val formats: DefaultFormats.type = org.json4s.DefaultFormats
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lazy val json: json4s.JValue = parse(input.json)
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lazy val json: json4s.JValue = parse(input)
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var resultList: List[CrossrefResult] = List()
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var resultList: List[Oaf] = List()
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val objectType = (json \ "type").extractOrElse[String](null)
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if (objectType == null)
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@ -645,65 +673,70 @@ case object Crossref2Oaf {
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if (result == null || result.getId == null)
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return List()
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val funderList: List[mappingFunder] =
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(json \ "funder").extractOrElse[List[mappingFunder]](List())
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if (funderList.nonEmpty) {
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resultList = resultList ::: mappingFunderToRelations(
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funderList,
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result.getId,
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createCrossrefCollectedFrom(),
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result.getDataInfo,
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result.getLastupdatetimestamp
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).map(s => CrossrefResult(s.getClass.getSimpleName, mapper.writeValueAsString(s)))
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}
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result match {
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case publication: Publication => convertPublication(publication, json, typology._1)
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case dataset: Dataset => convertDataset(dataset)
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}
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val doisReference: List[String] = for {
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JObject(reference_json) <- json \ "reference"
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JField("DOI", JString(doi_json)) <- reference_json
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} yield doi_json
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//RELATION SECTION
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if (mode == OnlyRelation || mode == All) {
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val funderList: List[mappingFunder] =
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(json \ "funder").extractOrElse[List[mappingFunder]](List())
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if (doisReference != null && doisReference.nonEmpty) {
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val citation_relations: List[Relation] = generateCitationRelations(doisReference, result)
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resultList = resultList ::: citation_relations.map(s =>
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CrossrefResult(s.getClass.getSimpleName, mapper.writeValueAsString(s))
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)
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}
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if (funderList.nonEmpty) {
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resultList = resultList ::: mappingFunderToRelations(
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funderList,
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result.getId,
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createCrossrefCollectedFrom(),
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result.getDataInfo,
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result.getLastupdatetimestamp
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)
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// .map(s => CrossrefResult(s.getClass.getSimpleName, mapper.writeValueAsString(s)))
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}
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val doisReference: List[String] = for {
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JObject(reference_json) <- json \ "reference"
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JField("DOI", JString(doi_json)) <- reference_json
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} yield doi_json
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if (uw != null) {
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result.getCollectedfrom.add(createUnpayWallCollectedFrom())
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val i: Instance = new Instance()
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i.setCollectedfrom(createUnpayWallCollectedFrom())
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if (uw.best_oa_location != null) {
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i.setUrl(List(uw.best_oa_location.url).asJava)
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if (uw.best_oa_location.license.isDefined) {
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i.setLicense(field[String](uw.best_oa_location.license.get, null))
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}
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val colour = get_unpaywall_color(uw.oa_status)
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if (colour.isDefined) {
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val a = new AccessRight
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a.setClassid(ModelConstants.ACCESS_RIGHT_OPEN)
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a.setClassname(ModelConstants.ACCESS_RIGHT_OPEN)
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a.setSchemeid(ModelConstants.DNET_ACCESS_MODES)
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a.setSchemename(ModelConstants.DNET_ACCESS_MODES)
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a.setOpenAccessRoute(colour.get)
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i.setAccessright(a)
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}
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i.setPid(result.getPid)
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result.getInstance().add(i)
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if (doisReference != null && doisReference.nonEmpty) {
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val citation_relations: List[Relation] = generateCitationRelations(doisReference, result)
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resultList = resultList ::: citation_relations
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}
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}
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if (!filterResult(result))
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List()
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else
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resultList ::: List(result).map(s => CrossrefResult(s.getClass.getSimpleName, mapper.writeValueAsString(s)))
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else {
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if (mode == OnlyResult || mode == All)
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resultList ::: List(result)
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else
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resultList
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}
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// if (uw != null) {
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// result.getCollectedfrom.add(createUnpayWallCollectedFrom())
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// val i: Instance = new Instance()
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// i.setCollectedfrom(createUnpayWallCollectedFrom())
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// if (uw.best_oa_location != null) {
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//
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// i.setUrl(List(uw.best_oa_location.url).asJava)
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// if (uw.best_oa_location.license.isDefined) {
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// i.setLicense(field[String](uw.best_oa_location.license.get, null))
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// }
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//
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// val colour = get_unpaywall_color(uw.oa_status)
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// if (colour.isDefined) {
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// val a = new AccessRight
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// a.setClassid(ModelConstants.ACCESS_RIGHT_OPEN)
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// a.setClassname(ModelConstants.ACCESS_RIGHT_OPEN)
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// a.setSchemeid(ModelConstants.DNET_ACCESS_MODES)
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// a.setSchemename(ModelConstants.DNET_ACCESS_MODES)
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// a.setOpenAccessRoute(colour.get)
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// i.setAccessright(a)
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// }
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// i.setPid(result.getPid)
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// result.getInstance().add(i)
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// }
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// }
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}
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@ -1,66 +0,0 @@
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package eu.dnetlib.dhp.collection.crossref
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import eu.dnetlib.dhp.application.ArgumentApplicationParser
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import eu.dnetlib.dhp.schema.oaf.utils.DoiCleaningRule
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import org.apache.spark.rdd.RDD
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import org.apache.spark.sql.{Encoder, Encoders, SaveMode, SparkSession}
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import org.apache.spark.{SparkConf, SparkContext}
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import org.json4s
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import org.json4s.DefaultFormats
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import org.json4s.jackson.JsonMethods.parse
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import org.slf4j.{Logger, LoggerFactory}
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import scala.io.Source
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object GenerateCrossrefDataset {
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val log: Logger = LoggerFactory.getLogger(GenerateCrossrefDataset.getClass)
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implicit val mrEncoder: Encoder[CrossrefDT] = Encoders.kryo[CrossrefDT]
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def crossrefElement(meta: String): CrossrefDT = {
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implicit lazy val formats: DefaultFormats.type = org.json4s.DefaultFormats
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lazy val json: json4s.JValue = parse(meta)
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val doi: String = DoiCleaningRule.normalizeDoi((json \ "DOI").extract[String])
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val timestamp: Long = (json \ "indexed" \ "timestamp").extract[Long]
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CrossrefDT(doi, meta, timestamp)
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}
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def main(args: Array[String]): Unit = {
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val conf = new SparkConf
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val parser = new ArgumentApplicationParser(
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Source
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.fromInputStream(
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getClass.getResourceAsStream(
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"/eu/dnetlib/dhp/doiboost/crossref_dump_reader/generate_dataset_params.json"
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)
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)
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.mkString
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)
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parser.parseArgument(args)
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val master = parser.get("master")
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val sourcePath = parser.get("sourcePath")
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val targetPath = parser.get("targetPath")
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val spark: SparkSession = SparkSession
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.builder()
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.config(conf)
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.appName(GenerateCrossrefDataset.getClass.getSimpleName)
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.master(master)
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.getOrCreate()
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val sc: SparkContext = spark.sparkContext
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import spark.implicits._
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val tmp: RDD[String] = sc.textFile(sourcePath, 6000)
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spark
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.createDataset(tmp)
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.map(entry => crossrefElement(entry))
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.write
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.mode(SaveMode.Overwrite)
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.save(targetPath)
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}
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}
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@ -1,8 +1,10 @@
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package eu.dnetlib.dhp.collection.crossref
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import com.fasterxml.jackson.databind.ObjectMapper
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import eu.dnetlib.dhp.application.AbstractScalaApplication
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import eu.dnetlib.dhp.collection.crossref.Crossref2Oaf.{TransformationType, mergeUnpayWall}
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import eu.dnetlib.dhp.common.vocabulary.VocabularyGroup
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import eu.dnetlib.dhp.schema.oaf.{Oaf, Publication, Dataset => OafDataset}
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import eu.dnetlib.dhp.schema.oaf.{Oaf, Publication, Relation, Result, Dataset => OafDataset}
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import eu.dnetlib.dhp.utils.ISLookupClientFactory
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import org.apache.spark.sql._
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import org.apache.spark.sql.functions.{col, lower}
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@ -70,21 +72,38 @@ class SparkMapDumpIntoOAF(propertyPath: String, args: Array[String], log: Logger
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vocabularies: VocabularyGroup
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): Unit = {
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import spark.implicits._
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val mapper = new ObjectMapper()
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implicit val oafEncoder: Encoder[Oaf] = Encoders.kryo(classOf[Oaf])
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implicit val resultEncoder: Encoder[Result] = Encoders.kryo(classOf[Result])
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val dump: Dataset[String] = spark.read.text(sourcePath).as[String]
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val uw = transformUnpayWall(spark, unpaywallPath, sourcePath)
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val crId = dump.map(s => Crossref2Oaf.extract_doi(s))
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crId
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.joinWith(uw, crId("doi") === uw("doi"), "left")
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.flatMap(s => Crossref2Oaf.convert(s._1, s._2, vocabularies))
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dump
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.flatMap(s => Crossref2Oaf.convert(s, vocabularies, TransformationType.OnlyRelation))
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.as[Oaf]
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.map(r => mapper.writeValueAsString(r))
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.write
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.mode(SaveMode.Overwrite)
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.partitionBy("oafType")
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.option("compression", "gzip")
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.text(targetPath)
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val uw = transformUnpayWall(spark, unpaywallPath, sourcePath)
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val resultCrossref: Dataset[(String, Result)] = dump
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.flatMap(s => Crossref2Oaf.convert(s, vocabularies, TransformationType.OnlyResult))
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.as[Oaf]
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.map(r => r.asInstanceOf[Result])
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.map(r => (r.getPid.get(0).getValue, r))(Encoders.tuple(Encoders.STRING, resultEncoder))
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resultCrossref
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.joinWith(uw, resultCrossref("_1").equalTo(uw("doi")), "left")
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.map(k => {
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mergeUnpayWall(k._1._2, k._2)
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})
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.map(r => mapper.writeValueAsString(r))
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.as[Result]
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.write
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.mode(SaveMode.Append)
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.option("compression", "gzip")
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.text(s"$targetPath")
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}
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}
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