forked from D-Net/dnet-hadoop
authors and works are now updated in two separate spark actions of the wf
This commit is contained in:
parent
858efbfad1
commit
efe4c2a9c5
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@ -1,7 +1,9 @@
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package eu.dnetlib.dhp.schema.orcid;
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package eu.dnetlib.dhp.schema.orcid;
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public class AuthorSummary extends OrcidData {
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import java.io.Serializable;
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public class AuthorSummary extends OrcidData implements Serializable {
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AuthorData authorData;
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AuthorData authorData;
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AuthorHistory authorHistory;
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AuthorHistory authorHistory;
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@ -1,11 +1,13 @@
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package eu.dnetlib.dhp.schema.orcid;
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package eu.dnetlib.dhp.schema.orcid;
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import java.io.Serializable;
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/**
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/**
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* This class models the data related to external id, that are retrieved from an orcid publication
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* This class models the data related to external id, that are retrieved from an orcid publication
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*/
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*/
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public class ExternalId {
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public class ExternalId implements Serializable {
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private String type;
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private String type;
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private String value;
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private String value;
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private String relationShip;
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private String relationShip;
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@ -1,7 +1,9 @@
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package eu.dnetlib.dhp.schema.orcid;
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package eu.dnetlib.dhp.schema.orcid;
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public class OrcidData {
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import java.io.Serializable;
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public class OrcidData implements Serializable {
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protected String base64CompressData;
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protected String base64CompressData;
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protected String statusCode;
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protected String statusCode;
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protected String downloadDate;
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protected String downloadDate;
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@ -1,11 +1,13 @@
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package eu.dnetlib.dhp.schema.orcid;
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package eu.dnetlib.dhp.schema.orcid;
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import java.io.Serializable;
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/**
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/**
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* This class models the data related to a publication date, that are retrieved from an orcid publication
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* This class models the data related to a publication date, that are retrieved from an orcid publication
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*/
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*/
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public class PublicationDate {
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public class PublicationDate implements Serializable {
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private String year;
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private String year;
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private String month;
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private String month;
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private String day;
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private String day;
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@ -1,7 +1,9 @@
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package eu.dnetlib.dhp.schema.orcid;
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package eu.dnetlib.dhp.schema.orcid;
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public class Work extends OrcidData {
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import java.io.Serializable;
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public class Work extends OrcidData implements Serializable {
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WorkDetail workDetail;
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WorkDetail workDetail;
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public WorkDetail getWorkDetail() {
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public WorkDetail getWorkDetail() {
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@ -0,0 +1,178 @@
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package eu.dnetlib.doiboost.orcid;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import java.io.IOException;
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import java.util.Objects;
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import java.util.Optional;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.hadoop.io.Text;
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import org.apache.hadoop.io.compress.GzipCodec;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.api.java.function.Function;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.util.LongAccumulator;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import com.fasterxml.jackson.annotation.JsonInclude;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.google.gson.JsonElement;
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import com.google.gson.JsonParser;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.schema.orcid.AuthorSummary;
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import eu.dnetlib.doiboost.orcid.xml.XMLRecordParser;
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import scala.Tuple2;
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public class SparkUpdateOrcidAuthors {
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private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper()
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.setSerializationInclusion(JsonInclude.Include.NON_NULL);
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public static void main(String[] args) throws IOException, Exception {
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Logger logger = LoggerFactory.getLogger(SparkUpdateOrcidDatasets.class);
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final ArgumentApplicationParser parser = new ArgumentApplicationParser(
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IOUtils
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.toString(
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SparkUpdateOrcidDatasets.class
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.getResourceAsStream(
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"/eu/dnetlib/dhp/doiboost/download_orcid_data.json")));
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parser.parseArgument(args);
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Boolean isSparkSessionManaged = Optional
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.ofNullable(parser.get("isSparkSessionManaged"))
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.map(Boolean::valueOf)
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.orElse(Boolean.TRUE);
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final String workingPath = parser.get("workingPath");
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// final String outputPath = parser.get("outputPath");
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SparkConf conf = new SparkConf();
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runWithSparkSession(
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conf,
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isSparkSessionManaged,
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spark -> {
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JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
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LongAccumulator oldAuthorsFoundAcc = spark
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.sparkContext()
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.longAccumulator("old_authors_found");
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LongAccumulator updatedAuthorsFoundAcc = spark
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.sparkContext()
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.longAccumulator("updated_authors_found");
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LongAccumulator newAuthorsFoundAcc = spark
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.sparkContext()
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.longAccumulator("new_authors_found");
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LongAccumulator errorCodeAuthorsFoundAcc = spark
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.sparkContext()
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.longAccumulator("error_code_authors_found");
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LongAccumulator errorLoadingAuthorsJsonFoundAcc = spark
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.sparkContext()
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.longAccumulator("error_loading_authors_json_found");
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LongAccumulator errorParsingAuthorsXMLFoundAcc = spark
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.sparkContext()
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.longAccumulator("error_parsing_authors_xml_found");
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Function<Tuple2<Text, Text>, AuthorSummary> retrieveAuthorSummaryFunction = data -> {
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AuthorSummary authorSummary = new AuthorSummary();
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String orcidId = data._1().toString();
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String jsonData = data._2().toString();
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JsonElement jElement = new JsonParser().parse(jsonData);
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String statusCode = getJsonValue(jElement, "statusCode");
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String downloadDate = getJsonValue(jElement, "lastModifiedDate");
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if (statusCode.equals("200")) {
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String compressedData = getJsonValue(jElement, "compressedData");
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if (StringUtils.isEmpty(compressedData)) {
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errorLoadingAuthorsJsonFoundAcc.add(1);
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} else {
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String xmlAuthor = ArgumentApplicationParser.decompressValue(compressedData);
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try {
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authorSummary = XMLRecordParser
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.VTDParseAuthorSummary(xmlAuthor.getBytes());
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authorSummary.setStatusCode(statusCode);
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authorSummary.setDownloadDate("2020-11-18 00:00:05.644768");
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authorSummary.setBase64CompressData(compressedData);
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return authorSummary;
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} catch (Exception e) {
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logger.error("parsing xml " + orcidId + " [" + jsonData + "]", e);
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errorParsingAuthorsXMLFoundAcc.add(1);
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}
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}
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} else {
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authorSummary.setStatusCode(statusCode);
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authorSummary.setDownloadDate("2020-11-18 00:00:05.644768");
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errorCodeAuthorsFoundAcc.add(1);
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}
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return authorSummary;
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};
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Dataset<AuthorSummary> downloadedAuthorSummaryDS = spark
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.createDataset(
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sc
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.sequenceFile(workingPath + "downloads/updated_authors/*", Text.class, Text.class)
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.map(retrieveAuthorSummaryFunction)
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.rdd(),
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Encoders.bean(AuthorSummary.class));
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Dataset<AuthorSummary> currentAuthorSummaryDS = spark
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.createDataset(
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sc
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.textFile(workingPath.concat("orcid_dataset/authors/*"))
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.map(item -> OBJECT_MAPPER.readValue(item, AuthorSummary.class))
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.rdd(),
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Encoders.bean(AuthorSummary.class));
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currentAuthorSummaryDS
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.joinWith(
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downloadedAuthorSummaryDS,
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currentAuthorSummaryDS
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.col("authorData.oid")
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.equalTo(downloadedAuthorSummaryDS.col("authorData.oid")),
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"full_outer")
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.map(value -> {
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Optional<AuthorSummary> opCurrent = Optional.ofNullable(value._1());
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Optional<AuthorSummary> opDownloaded = Optional.ofNullable(value._2());
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if (!opCurrent.isPresent()) {
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newAuthorsFoundAcc.add(1);
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return opDownloaded.get();
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}
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if (!opDownloaded.isPresent()) {
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oldAuthorsFoundAcc.add(1);
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return opCurrent.get();
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}
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if (opCurrent.isPresent() && opDownloaded.isPresent()) {
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updatedAuthorsFoundAcc.add(1);
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return opDownloaded.get();
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}
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return null;
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},
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Encoders.bean(AuthorSummary.class))
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.filter(Objects::nonNull)
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.toJavaRDD()
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.map(authorSummary -> OBJECT_MAPPER.writeValueAsString(authorSummary))
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.saveAsTextFile(workingPath.concat("orcid_dataset/new_authors"), GzipCodec.class);
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logger.info("oldAuthorsFoundAcc: " + oldAuthorsFoundAcc.value().toString());
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logger.info("newAuthorsFoundAcc: " + newAuthorsFoundAcc.value().toString());
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logger.info("updatedAuthorsFoundAcc: " + updatedAuthorsFoundAcc.value().toString());
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logger.info("errorCodeFoundAcc: " + errorCodeAuthorsFoundAcc.value().toString());
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logger.info("errorLoadingJsonFoundAcc: " + errorLoadingAuthorsJsonFoundAcc.value().toString());
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logger.info("errorParsingXMLFoundAcc: " + errorParsingAuthorsXMLFoundAcc.value().toString());
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});
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}
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private static String getJsonValue(JsonElement jElement, String property) {
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if (jElement.getAsJsonObject().has(property)) {
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JsonElement name = null;
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name = jElement.getAsJsonObject().get(property);
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if (name != null && !name.isJsonNull()) {
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return name.getAsString();
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}
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}
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return "";
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}
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}
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@ -4,27 +4,23 @@ package eu.dnetlib.doiboost.orcid;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
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import java.io.IOException;
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import java.io.IOException;
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import java.util.*;
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import java.util.Objects;
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import java.util.Optional;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.io.IOUtils;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.commons.lang3.StringUtils;
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import org.apache.hadoop.io.Text;
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import org.apache.hadoop.io.Text;
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import org.apache.hadoop.io.compress.GzipCodec;
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import org.apache.hadoop.io.compress.GzipCodec;
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import org.apache.spark.SparkConf;
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import org.apache.spark.SparkConf;
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import org.apache.spark.api.java.JavaPairRDD;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.api.java.function.FlatMapFunction;
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import org.apache.spark.api.java.function.Function;
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import org.apache.spark.api.java.function.Function;
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import org.apache.spark.api.java.function.MapFunction;
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import org.apache.spark.api.java.function.PairFunction;
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import org.apache.spark.rdd.RDD;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.util.LongAccumulator;
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import org.apache.spark.util.LongAccumulator;
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import org.slf4j.Logger;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import org.slf4j.LoggerFactory;
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import com.fasterxml.jackson.annotation.JsonInclude;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.google.gson.JsonElement;
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import com.google.gson.JsonElement;
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import com.google.gson.JsonParser;
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import com.google.gson.JsonParser;
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@ -33,15 +29,14 @@ import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.schema.orcid.AuthorSummary;
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import eu.dnetlib.dhp.schema.orcid.AuthorSummary;
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import eu.dnetlib.dhp.schema.orcid.Work;
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import eu.dnetlib.dhp.schema.orcid.Work;
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import eu.dnetlib.dhp.schema.orcid.WorkDetail;
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import eu.dnetlib.dhp.schema.orcid.WorkDetail;
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import eu.dnetlib.dhp.utils.DHPUtils;
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import eu.dnetlib.doiboost.orcid.xml.XMLRecordParser;
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import eu.dnetlib.doiboost.orcid.xml.XMLRecordParser;
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import eu.dnetlib.doiboost.orcidnodoi.json.JsonWriter;
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import eu.dnetlib.doiboost.orcidnodoi.xml.XMLRecordParserNoDoi;
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import eu.dnetlib.doiboost.orcidnodoi.xml.XMLRecordParserNoDoi;
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import scala.Tuple2;
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import scala.Tuple2;
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public class SparkUpdateOrcidDatasets {
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public class SparkUpdateOrcidDatasets {
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private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
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private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper()
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.setSerializationInclusion(JsonInclude.Include.NON_NULL);
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public static void main(String[] args) throws IOException, Exception {
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public static void main(String[] args) throws IOException, Exception {
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Logger logger = LoggerFactory.getLogger(SparkUpdateOrcidDatasets.class);
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Logger logger = LoggerFactory.getLogger(SparkUpdateOrcidDatasets.class);
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@ -67,31 +62,40 @@ public class SparkUpdateOrcidDatasets {
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spark -> {
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spark -> {
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JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
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JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
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LongAccumulator oldAuthorsFoundAcc = spark
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.sparkContext()
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.longAccumulator("old_authors_found");
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LongAccumulator updatedAuthorsFoundAcc = spark
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.sparkContext()
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.longAccumulator("updated_authors_found");
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LongAccumulator newAuthorsFoundAcc = spark
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.sparkContext()
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.longAccumulator("new_authors_found");
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LongAccumulator errorCodeAuthorsFoundAcc = spark
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LongAccumulator errorCodeAuthorsFoundAcc = spark
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.sparkContext()
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.sparkContext()
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.longAccumulator("error_code_authors_found");
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.longAccumulator("error_code_authors_found");
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LongAccumulator errorLoadingAuthorsJsonFoundAcc = spark
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LongAccumulator errorLoadingAuthorsJsonFoundAcc = spark
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.sparkContext()
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.sparkContext()
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.longAccumulator("error_loading_authors_json_found");
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.longAccumulator("error_loading_authors_json_found");
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LongAccumulator errorLoadingAuthorsXMLFoundAcc = spark
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.sparkContext()
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.longAccumulator("error_loading_authors_xml_found");
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LongAccumulator errorParsingAuthorsXMLFoundAcc = spark
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LongAccumulator errorParsingAuthorsXMLFoundAcc = spark
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.sparkContext()
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.sparkContext()
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.longAccumulator("error_parsing_authors_xml_found");
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.longAccumulator("error_parsing_authors_xml_found");
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LongAccumulator oldWorksFoundAcc = spark
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.sparkContext()
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.longAccumulator("old_works_found");
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LongAccumulator updatedWorksFoundAcc = spark
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LongAccumulator updatedWorksFoundAcc = spark
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.sparkContext()
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.sparkContext()
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.longAccumulator("updated_works_found");
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.longAccumulator("updated_works_found");
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LongAccumulator newWorksFoundAcc = spark
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.sparkContext()
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.longAccumulator("new_works_found");
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LongAccumulator errorCodeWorksFoundAcc = spark
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LongAccumulator errorCodeWorksFoundAcc = spark
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.sparkContext()
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.sparkContext()
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.longAccumulator("error_code_works_found");
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.longAccumulator("error_code_works_found");
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LongAccumulator errorLoadingWorksJsonFoundAcc = spark
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LongAccumulator errorLoadingWorksJsonFoundAcc = spark
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.sparkContext()
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.sparkContext()
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.longAccumulator("error_loading_works_json_found");
|
.longAccumulator("error_loading_works_json_found");
|
||||||
LongAccumulator errorLoadingWorksXMLFoundAcc = spark
|
|
||||||
.sparkContext()
|
|
||||||
.longAccumulator("error_loading_works_xml_found");
|
|
||||||
LongAccumulator errorParsingWorksXMLFoundAcc = spark
|
LongAccumulator errorParsingWorksXMLFoundAcc = spark
|
||||||
.sparkContext()
|
.sparkContext()
|
||||||
.longAccumulator("error_parsing_works_xml_found");
|
.longAccumulator("error_parsing_works_xml_found");
|
||||||
|
@ -138,14 +142,11 @@ public class SparkUpdateOrcidDatasets {
|
||||||
// errorLoadingAuthorsJsonFoundAcc.add(1);
|
// errorLoadingAuthorsJsonFoundAcc.add(1);
|
||||||
// } else {
|
// } else {
|
||||||
// String xmlAuthor = ArgumentApplicationParser.decompressValue(compressedData);
|
// String xmlAuthor = ArgumentApplicationParser.decompressValue(compressedData);
|
||||||
// if (StringUtils.isEmpty(xmlAuthor)) {
|
|
||||||
// errorLoadingAuthorsXMLFoundAcc.add(1);
|
|
||||||
// } else {
|
|
||||||
// try {
|
// try {
|
||||||
// authorSummary = XMLRecordParser
|
// authorSummary = XMLRecordParser
|
||||||
// .VTDParseAuthorSummary(xmlAuthor.getBytes());
|
// .VTDParseAuthorSummary(xmlAuthor.getBytes());
|
||||||
// authorSummary.setStatusCode(statusCode);
|
// authorSummary.setStatusCode(statusCode);
|
||||||
// authorSummary.setDownloadDate(downloadDate);
|
// authorSummary.setDownloadDate("2020-11-18 00:00:05.644768");
|
||||||
// authorSummary.setBase64CompressData(compressedData);
|
// authorSummary.setBase64CompressData(compressedData);
|
||||||
// return authorSummary;
|
// return authorSummary;
|
||||||
// } catch (Exception e) {
|
// } catch (Exception e) {
|
||||||
|
@ -153,10 +154,9 @@ public class SparkUpdateOrcidDatasets {
|
||||||
// errorParsingAuthorsXMLFoundAcc.add(1);
|
// errorParsingAuthorsXMLFoundAcc.add(1);
|
||||||
// }
|
// }
|
||||||
// }
|
// }
|
||||||
// }
|
|
||||||
// } else {
|
// } else {
|
||||||
// authorSummary.setStatusCode(statusCode);
|
// authorSummary.setStatusCode(statusCode);
|
||||||
// authorSummary.setDownloadDate(downloadDate);
|
// authorSummary.setDownloadDate("2020-11-18 00:00:05.644768");
|
||||||
// errorCodeAuthorsFoundAcc.add(1);
|
// errorCodeAuthorsFoundAcc.add(1);
|
||||||
// }
|
// }
|
||||||
// return authorSummary;
|
// return authorSummary;
|
||||||
|
@ -187,12 +187,15 @@ public class SparkUpdateOrcidDatasets {
|
||||||
// Optional<AuthorSummary> opCurrent = Optional.ofNullable(value._1());
|
// Optional<AuthorSummary> opCurrent = Optional.ofNullable(value._1());
|
||||||
// Optional<AuthorSummary> opDownloaded = Optional.ofNullable(value._2());
|
// Optional<AuthorSummary> opDownloaded = Optional.ofNullable(value._2());
|
||||||
// if (!opCurrent.isPresent()) {
|
// if (!opCurrent.isPresent()) {
|
||||||
|
// newAuthorsFoundAcc.add(1);
|
||||||
// return opDownloaded.get();
|
// return opDownloaded.get();
|
||||||
// }
|
// }
|
||||||
// if (!opDownloaded.isPresent()) {
|
// if (!opDownloaded.isPresent()) {
|
||||||
|
// oldAuthorsFoundAcc.add(1);
|
||||||
// return opCurrent.get();
|
// return opCurrent.get();
|
||||||
// }
|
// }
|
||||||
// if (opCurrent.isPresent() && opDownloaded.isPresent()) {
|
// if (opCurrent.isPresent() && opDownloaded.isPresent()) {
|
||||||
|
// updatedAuthorsFoundAcc.add(1);
|
||||||
// return opDownloaded.get();
|
// return opDownloaded.get();
|
||||||
// }
|
// }
|
||||||
// return null;
|
// return null;
|
||||||
|
@ -200,12 +203,14 @@ public class SparkUpdateOrcidDatasets {
|
||||||
// Encoders.bean(AuthorSummary.class))
|
// Encoders.bean(AuthorSummary.class))
|
||||||
// .filter(Objects::nonNull)
|
// .filter(Objects::nonNull)
|
||||||
// .toJavaRDD()
|
// .toJavaRDD()
|
||||||
// .map(authorSummary -> JsonWriter.create(authorSummary))
|
// .map(authorSummary -> OBJECT_MAPPER.writeValueAsString(authorSummary))
|
||||||
// .saveAsTextFile(workingPath.concat("orcid_dataset/new_authors"), GzipCodec.class);
|
// .saveAsTextFile(workingPath.concat("orcid_dataset/new_authors"), GzipCodec.class);
|
||||||
//
|
//
|
||||||
|
// logger.info("oldAuthorsFoundAcc: " + oldAuthorsFoundAcc.value().toString());
|
||||||
|
// logger.info("newAuthorsFoundAcc: " + newAuthorsFoundAcc.value().toString());
|
||||||
|
// logger.info("updatedAuthorsFoundAcc: " + updatedAuthorsFoundAcc.value().toString());
|
||||||
// logger.info("errorCodeFoundAcc: " + errorCodeAuthorsFoundAcc.value().toString());
|
// logger.info("errorCodeFoundAcc: " + errorCodeAuthorsFoundAcc.value().toString());
|
||||||
// logger.info("errorLoadingJsonFoundAcc: " + errorLoadingAuthorsJsonFoundAcc.value().toString());
|
// logger.info("errorLoadingJsonFoundAcc: " + errorLoadingAuthorsJsonFoundAcc.value().toString());
|
||||||
// logger.info("errorLoadingXMLFoundAcc: " + errorLoadingAuthorsXMLFoundAcc.value().toString());
|
|
||||||
// logger.info("errorParsingXMLFoundAcc: " + errorParsingAuthorsXMLFoundAcc.value().toString());
|
// logger.info("errorParsingXMLFoundAcc: " + errorParsingAuthorsXMLFoundAcc.value().toString());
|
||||||
|
|
||||||
Function<String, Work> retrieveWorkFunction = jsonData -> {
|
Function<String, Work> retrieveWorkFunction = jsonData -> {
|
||||||
|
@ -214,29 +219,24 @@ public class SparkUpdateOrcidDatasets {
|
||||||
String statusCode = getJsonValue(jElement, "statusCode");
|
String statusCode = getJsonValue(jElement, "statusCode");
|
||||||
work.setStatusCode(statusCode);
|
work.setStatusCode(statusCode);
|
||||||
String downloadDate = getJsonValue(jElement, "lastModifiedDate");
|
String downloadDate = getJsonValue(jElement, "lastModifiedDate");
|
||||||
work.setDownloadDate(downloadDate);
|
work.setDownloadDate("2020-11-18 00:00:05.644768");
|
||||||
if (statusCode.equals("200")) {
|
if (statusCode.equals("200")) {
|
||||||
String compressedData = getJsonValue(jElement, "compressedData");
|
String compressedData = getJsonValue(jElement, "compressedData");
|
||||||
if (StringUtils.isEmpty(compressedData)) {
|
if (StringUtils.isEmpty(compressedData)) {
|
||||||
errorLoadingWorksJsonFoundAcc.add(1);
|
errorLoadingWorksJsonFoundAcc.add(1);
|
||||||
} else {
|
} else {
|
||||||
String xmlWork = ArgumentApplicationParser.decompressValue(compressedData);
|
String xmlWork = ArgumentApplicationParser.decompressValue(compressedData);
|
||||||
if (StringUtils.isEmpty(xmlWork)) {
|
|
||||||
errorLoadingWorksXMLFoundAcc.add(1);
|
|
||||||
} else {
|
|
||||||
try {
|
try {
|
||||||
WorkDetail workDetail = XMLRecordParserNoDoi
|
WorkDetail workDetail = XMLRecordParserNoDoi
|
||||||
.VTDParseWorkData(xmlWork.getBytes());
|
.VTDParseWorkData(xmlWork.getBytes());
|
||||||
work.setWorkDetail(workDetail);
|
work.setWorkDetail(workDetail);
|
||||||
work.setBase64CompressData(compressedData);
|
work.setBase64CompressData(compressedData);
|
||||||
updatedWorksFoundAcc.add(1);
|
|
||||||
return work;
|
return work;
|
||||||
} catch (Exception e) {
|
} catch (Exception e) {
|
||||||
logger.error("parsing xml [" + jsonData + "]", e);
|
logger.error("parsing xml [" + jsonData + "]", e);
|
||||||
errorParsingWorksXMLFoundAcc.add(1);
|
errorParsingWorksXMLFoundAcc.add(1);
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
}
|
|
||||||
} else {
|
} else {
|
||||||
errorCodeWorksFoundAcc.add(1);
|
errorCodeWorksFoundAcc.add(1);
|
||||||
}
|
}
|
||||||
|
@ -275,12 +275,15 @@ public class SparkUpdateOrcidDatasets {
|
||||||
Optional<Work> opCurrent = Optional.ofNullable(value._1());
|
Optional<Work> opCurrent = Optional.ofNullable(value._1());
|
||||||
Optional<Work> opDownloaded = Optional.ofNullable(value._2());
|
Optional<Work> opDownloaded = Optional.ofNullable(value._2());
|
||||||
if (!opCurrent.isPresent()) {
|
if (!opCurrent.isPresent()) {
|
||||||
|
newWorksFoundAcc.add(1);
|
||||||
return opDownloaded.get();
|
return opDownloaded.get();
|
||||||
}
|
}
|
||||||
if (!opDownloaded.isPresent()) {
|
if (!opDownloaded.isPresent()) {
|
||||||
|
oldWorksFoundAcc.add(1);
|
||||||
return opCurrent.get();
|
return opCurrent.get();
|
||||||
}
|
}
|
||||||
if (opCurrent.isPresent() && opDownloaded.isPresent()) {
|
if (opCurrent.isPresent() && opDownloaded.isPresent()) {
|
||||||
|
updatedWorksFoundAcc.add(1);
|
||||||
return opDownloaded.get();
|
return opDownloaded.get();
|
||||||
}
|
}
|
||||||
return null;
|
return null;
|
||||||
|
@ -288,13 +291,14 @@ public class SparkUpdateOrcidDatasets {
|
||||||
Encoders.bean(Work.class))
|
Encoders.bean(Work.class))
|
||||||
.filter(Objects::nonNull)
|
.filter(Objects::nonNull)
|
||||||
.toJavaRDD()
|
.toJavaRDD()
|
||||||
.map(work -> JsonWriter.create(work))
|
.map(work -> OBJECT_MAPPER.writeValueAsString(work))
|
||||||
.saveAsTextFile(workingPath.concat("orcid_dataset/new_works"), GzipCodec.class);
|
.saveAsTextFile(workingPath.concat("orcid_dataset/new_works"), GzipCodec.class);
|
||||||
|
|
||||||
|
logger.info("oldWorksFoundAcc: " + oldWorksFoundAcc.value().toString());
|
||||||
|
logger.info("newWorksFoundAcc: " + newWorksFoundAcc.value().toString());
|
||||||
logger.info("updatedWorksFoundAcc: " + updatedWorksFoundAcc.value().toString());
|
logger.info("updatedWorksFoundAcc: " + updatedWorksFoundAcc.value().toString());
|
||||||
logger.info("errorCodeWorksFoundAcc: " + errorCodeWorksFoundAcc.value().toString());
|
logger.info("errorCodeWorksFoundAcc: " + errorCodeWorksFoundAcc.value().toString());
|
||||||
logger.info("errorLoadingJsonWorksFoundAcc: " + errorLoadingWorksJsonFoundAcc.value().toString());
|
logger.info("errorLoadingJsonWorksFoundAcc: " + errorLoadingWorksJsonFoundAcc.value().toString());
|
||||||
logger.info("errorLoadingXMLWorksFoundAcc: " + errorLoadingWorksXMLFoundAcc.value().toString());
|
|
||||||
logger.info("errorParsingXMLWorksFoundAcc: " + errorParsingWorksXMLFoundAcc.value().toString());
|
logger.info("errorParsingXMLWorksFoundAcc: " + errorParsingWorksXMLFoundAcc.value().toString());
|
||||||
|
|
||||||
});
|
});
|
||||||
|
|
|
@ -0,0 +1,181 @@
|
||||||
|
|
||||||
|
package eu.dnetlib.doiboost.orcid;
|
||||||
|
|
||||||
|
import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession;
|
||||||
|
|
||||||
|
import java.io.IOException;
|
||||||
|
import java.util.Objects;
|
||||||
|
import java.util.Optional;
|
||||||
|
|
||||||
|
import org.apache.commons.io.IOUtils;
|
||||||
|
import org.apache.commons.lang3.StringUtils;
|
||||||
|
import org.apache.hadoop.io.compress.GzipCodec;
|
||||||
|
import org.apache.spark.SparkConf;
|
||||||
|
import org.apache.spark.api.java.JavaSparkContext;
|
||||||
|
import org.apache.spark.api.java.function.Function;
|
||||||
|
import org.apache.spark.sql.Dataset;
|
||||||
|
import org.apache.spark.sql.Encoders;
|
||||||
|
import org.apache.spark.util.LongAccumulator;
|
||||||
|
import org.slf4j.Logger;
|
||||||
|
import org.slf4j.LoggerFactory;
|
||||||
|
|
||||||
|
import com.fasterxml.jackson.annotation.JsonInclude;
|
||||||
|
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||||
|
import com.google.gson.JsonElement;
|
||||||
|
import com.google.gson.JsonParser;
|
||||||
|
|
||||||
|
import eu.dnetlib.dhp.application.ArgumentApplicationParser;
|
||||||
|
import eu.dnetlib.dhp.schema.orcid.Work;
|
||||||
|
import eu.dnetlib.dhp.schema.orcid.WorkDetail;
|
||||||
|
import eu.dnetlib.doiboost.orcidnodoi.xml.XMLRecordParserNoDoi;
|
||||||
|
|
||||||
|
public class SparkUpdateOrcidWorks {
|
||||||
|
|
||||||
|
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper()
|
||||||
|
.setSerializationInclusion(JsonInclude.Include.NON_NULL);
|
||||||
|
|
||||||
|
public static void main(String[] args) throws IOException, Exception {
|
||||||
|
Logger logger = LoggerFactory.getLogger(SparkUpdateOrcidDatasets.class);
|
||||||
|
|
||||||
|
final ArgumentApplicationParser parser = new ArgumentApplicationParser(
|
||||||
|
IOUtils
|
||||||
|
.toString(
|
||||||
|
SparkUpdateOrcidDatasets.class
|
||||||
|
.getResourceAsStream(
|
||||||
|
"/eu/dnetlib/dhp/doiboost/download_orcid_data.json")));
|
||||||
|
parser.parseArgument(args);
|
||||||
|
Boolean isSparkSessionManaged = Optional
|
||||||
|
.ofNullable(parser.get("isSparkSessionManaged"))
|
||||||
|
.map(Boolean::valueOf)
|
||||||
|
.orElse(Boolean.TRUE);
|
||||||
|
final String workingPath = parser.get("workingPath");
|
||||||
|
// final String outputPath = parser.get("outputPath");
|
||||||
|
|
||||||
|
SparkConf conf = new SparkConf();
|
||||||
|
runWithSparkSession(
|
||||||
|
conf,
|
||||||
|
isSparkSessionManaged,
|
||||||
|
spark -> {
|
||||||
|
JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
|
||||||
|
|
||||||
|
LongAccumulator oldWorksFoundAcc = spark
|
||||||
|
.sparkContext()
|
||||||
|
.longAccumulator("old_works_found");
|
||||||
|
LongAccumulator updatedWorksFoundAcc = spark
|
||||||
|
.sparkContext()
|
||||||
|
.longAccumulator("updated_works_found");
|
||||||
|
LongAccumulator newWorksFoundAcc = spark
|
||||||
|
.sparkContext()
|
||||||
|
.longAccumulator("new_works_found");
|
||||||
|
LongAccumulator errorCodeWorksFoundAcc = spark
|
||||||
|
.sparkContext()
|
||||||
|
.longAccumulator("error_code_works_found");
|
||||||
|
LongAccumulator errorLoadingWorksJsonFoundAcc = spark
|
||||||
|
.sparkContext()
|
||||||
|
.longAccumulator("error_loading_works_json_found");
|
||||||
|
LongAccumulator errorParsingWorksXMLFoundAcc = spark
|
||||||
|
.sparkContext()
|
||||||
|
.longAccumulator("error_parsing_works_xml_found");
|
||||||
|
|
||||||
|
Function<String, Work> retrieveWorkFunction = jsonData -> {
|
||||||
|
Work work = new Work();
|
||||||
|
JsonElement jElement = new JsonParser().parse(jsonData);
|
||||||
|
String statusCode = getJsonValue(jElement, "statusCode");
|
||||||
|
work.setStatusCode(statusCode);
|
||||||
|
String downloadDate = getJsonValue(jElement, "lastModifiedDate");
|
||||||
|
work.setDownloadDate("2020-11-18 00:00:05.644768");
|
||||||
|
if (statusCode.equals("200")) {
|
||||||
|
String compressedData = getJsonValue(jElement, "compressedData");
|
||||||
|
if (StringUtils.isEmpty(compressedData)) {
|
||||||
|
errorLoadingWorksJsonFoundAcc.add(1);
|
||||||
|
} else {
|
||||||
|
String xmlWork = ArgumentApplicationParser.decompressValue(compressedData);
|
||||||
|
try {
|
||||||
|
WorkDetail workDetail = XMLRecordParserNoDoi
|
||||||
|
.VTDParseWorkData(xmlWork.getBytes());
|
||||||
|
work.setWorkDetail(workDetail);
|
||||||
|
work.setBase64CompressData(compressedData);
|
||||||
|
return work;
|
||||||
|
} catch (Exception e) {
|
||||||
|
logger.error("parsing xml [" + jsonData + "]", e);
|
||||||
|
errorParsingWorksXMLFoundAcc.add(1);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
errorCodeWorksFoundAcc.add(1);
|
||||||
|
}
|
||||||
|
return work;
|
||||||
|
};
|
||||||
|
|
||||||
|
Dataset<Work> downloadedWorksDS = spark
|
||||||
|
.createDataset(
|
||||||
|
sc
|
||||||
|
.textFile(workingPath + "downloads/updated_works/*")
|
||||||
|
.map(s -> {
|
||||||
|
return s.substring(21, s.length() - 1);
|
||||||
|
})
|
||||||
|
.map(retrieveWorkFunction)
|
||||||
|
.rdd(),
|
||||||
|
Encoders.bean(Work.class));
|
||||||
|
Dataset<Work> currentWorksDS = spark
|
||||||
|
.createDataset(
|
||||||
|
sc
|
||||||
|
.textFile(workingPath.concat("orcid_dataset/works/*"))
|
||||||
|
.map(item -> OBJECT_MAPPER.readValue(item, Work.class))
|
||||||
|
.rdd(),
|
||||||
|
Encoders.bean(Work.class));
|
||||||
|
currentWorksDS
|
||||||
|
.joinWith(
|
||||||
|
downloadedWorksDS,
|
||||||
|
currentWorksDS
|
||||||
|
.col("workDetail.id")
|
||||||
|
.equalTo(downloadedWorksDS.col("workDetail.id"))
|
||||||
|
.and(
|
||||||
|
currentWorksDS
|
||||||
|
.col("workDetail.oid")
|
||||||
|
.equalTo(downloadedWorksDS.col("workDetail.oid"))),
|
||||||
|
"full_outer")
|
||||||
|
.map(value -> {
|
||||||
|
Optional<Work> opCurrent = Optional.ofNullable(value._1());
|
||||||
|
Optional<Work> opDownloaded = Optional.ofNullable(value._2());
|
||||||
|
if (!opCurrent.isPresent()) {
|
||||||
|
newWorksFoundAcc.add(1);
|
||||||
|
return opDownloaded.get();
|
||||||
|
}
|
||||||
|
if (!opDownloaded.isPresent()) {
|
||||||
|
oldWorksFoundAcc.add(1);
|
||||||
|
return opCurrent.get();
|
||||||
|
}
|
||||||
|
if (opCurrent.isPresent() && opDownloaded.isPresent()) {
|
||||||
|
updatedWorksFoundAcc.add(1);
|
||||||
|
return opDownloaded.get();
|
||||||
|
}
|
||||||
|
return null;
|
||||||
|
},
|
||||||
|
Encoders.bean(Work.class))
|
||||||
|
.filter(Objects::nonNull)
|
||||||
|
.toJavaRDD()
|
||||||
|
.map(work -> OBJECT_MAPPER.writeValueAsString(work))
|
||||||
|
.saveAsTextFile(workingPath.concat("orcid_dataset/new_works"), GzipCodec.class);
|
||||||
|
|
||||||
|
logger.info("oldWorksFoundAcc: " + oldWorksFoundAcc.value().toString());
|
||||||
|
logger.info("newWorksFoundAcc: " + newWorksFoundAcc.value().toString());
|
||||||
|
logger.info("updatedWorksFoundAcc: " + updatedWorksFoundAcc.value().toString());
|
||||||
|
logger.info("errorCodeWorksFoundAcc: " + errorCodeWorksFoundAcc.value().toString());
|
||||||
|
logger.info("errorLoadingJsonWorksFoundAcc: " + errorLoadingWorksJsonFoundAcc.value().toString());
|
||||||
|
logger.info("errorParsingXMLWorksFoundAcc: " + errorParsingWorksXMLFoundAcc.value().toString());
|
||||||
|
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
private static String getJsonValue(JsonElement jElement, String property) {
|
||||||
|
if (jElement.getAsJsonObject().has(property)) {
|
||||||
|
JsonElement name = null;
|
||||||
|
name = jElement.getAsJsonObject().get(property);
|
||||||
|
if (name != null && !name.isJsonNull()) {
|
||||||
|
return name.getAsString();
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
}
|
|
@ -55,18 +55,54 @@
|
||||||
</configuration>
|
</configuration>
|
||||||
</global>
|
</global>
|
||||||
|
|
||||||
<start to="UpdateOrcidDatasets"/>
|
<start to="promoteOrcidAuthorsDataset"/>
|
||||||
|
|
||||||
<kill name="Kill">
|
<kill name="Kill">
|
||||||
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
|
<message>Action failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
|
||||||
</kill>
|
</kill>
|
||||||
|
|
||||||
<action name="UpdateOrcidDatasets">
|
<action name="ResetWorkingPath">
|
||||||
|
<fs>
|
||||||
|
<delete path='${workingPath}/orcid_dataset/new_authors'/>
|
||||||
|
<delete path='${workingPath}/orcid_dataset/new_works'/>
|
||||||
|
</fs>
|
||||||
|
<ok to="UpdateOrcidAuthors"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
<action name="UpdateOrcidAuthors">
|
||||||
<spark xmlns="uri:oozie:spark-action:0.2">
|
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||||
<master>yarn-cluster</master>
|
<master>yarn-cluster</master>
|
||||||
<mode>cluster</mode>
|
<mode>cluster</mode>
|
||||||
<name>UpdateOrcidDatasets</name>
|
<name>UpdateOrcidAuthors</name>
|
||||||
<class>eu.dnetlib.doiboost.orcid.SparkUpdateOrcidDatasets</class>
|
<class>eu.dnetlib.doiboost.orcid.SparkUpdateOrcidAuthors</class>
|
||||||
|
<jar>dhp-doiboost-${projectVersion}.jar</jar>
|
||||||
|
<spark-opts>
|
||||||
|
--conf spark.dynamicAllocation.enabled=true
|
||||||
|
--conf spark.dynamicAllocation.maxExecutors=${spark2MaxExecutors}
|
||||||
|
--executor-memory=${sparkExecutorMemory}
|
||||||
|
--driver-memory=${sparkDriverMemory}
|
||||||
|
--conf spark.extraListeners=${spark2ExtraListeners}
|
||||||
|
--conf spark.yarn.historyServer.address=${spark2YarnHistoryServerAddress}
|
||||||
|
--conf spark.eventLog.dir=${nameNode}${spark2EventLogDir}
|
||||||
|
--conf spark.sql.queryExecutionListeners=${spark2SqlQueryExecutionListeners}
|
||||||
|
</spark-opts>
|
||||||
|
<arg>-w</arg><arg>${workingPath}/</arg>
|
||||||
|
<arg>-n</arg><arg>${nameNode}</arg>
|
||||||
|
<arg>-f</arg><arg>-</arg>
|
||||||
|
<arg>-o</arg><arg>-</arg>
|
||||||
|
<arg>-t</arg><arg>-</arg>
|
||||||
|
</spark>
|
||||||
|
<ok to="UpdateOrcidWorks"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
<action name="UpdateOrcidWorks">
|
||||||
|
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||||
|
<master>yarn-cluster</master>
|
||||||
|
<mode>cluster</mode>
|
||||||
|
<name>UpdateOrcidWorks</name>
|
||||||
|
<class>eu.dnetlib.doiboost.orcid.SparkUpdateOrcidWorks</class>
|
||||||
<jar>dhp-doiboost-${projectVersion}.jar</jar>
|
<jar>dhp-doiboost-${projectVersion}.jar</jar>
|
||||||
<spark-opts>
|
<spark-opts>
|
||||||
--conf spark.dynamicAllocation.enabled=true
|
--conf spark.dynamicAllocation.enabled=true
|
||||||
|
@ -88,5 +124,40 @@
|
||||||
<error to="Kill"/>
|
<error to="Kill"/>
|
||||||
</action>
|
</action>
|
||||||
|
|
||||||
|
<action name="promoteOrcidAuthorsDataset">
|
||||||
|
<distcp xmlns="uri:oozie:distcp-action:0.2">
|
||||||
|
<prepare>
|
||||||
|
<delete path="${workingPath}/orcid_dataset/authors"/>
|
||||||
|
<mkdir path="${workingPath}/orcid_dataset/authors"/>
|
||||||
|
</prepare>
|
||||||
|
<arg>${workingPath}/orcid_dataset/new_authors/*</arg>
|
||||||
|
<arg>${workingPath}/orcid_dataset/authors</arg>
|
||||||
|
</distcp>
|
||||||
|
<ok to="promoteOrcidWorksDataset"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
<action name="promoteOrcidWorksDataset">
|
||||||
|
<distcp xmlns="uri:oozie:distcp-action:0.2">
|
||||||
|
<prepare>
|
||||||
|
<delete path="${workingPath}/orcid_dataset/works"/>
|
||||||
|
<mkdir path="${workingPath}/orcid_dataset/works"/>
|
||||||
|
</prepare>
|
||||||
|
<arg>${workingPath}/orcid_dataset/new_works/*</arg>
|
||||||
|
<arg>${workingPath}/orcid_dataset/works</arg>
|
||||||
|
</distcp>
|
||||||
|
<ok to="CleanWorkingPath"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
|
<action name="CleanWorkingPath">
|
||||||
|
<fs>
|
||||||
|
<delete path='${workingPath}/orcid_dataset/new_authors'/>
|
||||||
|
<delete path='${workingPath}/orcid_dataset/new_works'/>
|
||||||
|
</fs>
|
||||||
|
<ok to="End"/>
|
||||||
|
<error to="Kill"/>
|
||||||
|
</action>
|
||||||
|
|
||||||
<end name="End"/>
|
<end name="End"/>
|
||||||
</workflow-app>
|
</workflow-app>
|
|
@ -66,7 +66,7 @@
|
||||||
</configuration>
|
</configuration>
|
||||||
</global>
|
</global>
|
||||||
|
|
||||||
<start to="DownloadOrcidWorks"/>
|
<start to="ResetWorkingPath"/>
|
||||||
|
|
||||||
|
|
||||||
<kill name="Kill">
|
<kill name="Kill">
|
||||||
|
@ -96,21 +96,6 @@
|
||||||
<error to="Kill"/>
|
<error to="Kill"/>
|
||||||
</action>
|
</action>
|
||||||
|
|
||||||
<action name="DownloadUpdatedXMLAuthors">
|
|
||||||
<java>
|
|
||||||
<job-tracker>${jobTracker}</job-tracker>
|
|
||||||
<name-node>${nameNode}</name-node>
|
|
||||||
<main-class>eu.dnetlib.doiboost.orcid.OrcidDownloader</main-class>
|
|
||||||
<arg>-w</arg><arg>${workingPath}/</arg>
|
|
||||||
<arg>-n</arg><arg>${nameNode}</arg>
|
|
||||||
<arg>-f</arg><arg>last_modified.csv.tar</arg>
|
|
||||||
<arg>-o</arg><arg>downloads/</arg>
|
|
||||||
<arg>-t</arg><arg>${token}</arg>
|
|
||||||
</java>
|
|
||||||
<ok to="End"/>
|
|
||||||
<error to="Kill"/>
|
|
||||||
</action>
|
|
||||||
|
|
||||||
<action name="GenLastModifiedSeq">
|
<action name="GenLastModifiedSeq">
|
||||||
<spark xmlns="uri:oozie:spark-action:0.2">
|
<spark xmlns="uri:oozie:spark-action:0.2">
|
||||||
<master>yarn-cluster</master>
|
<master>yarn-cluster</master>
|
||||||
|
|
Loading…
Reference in New Issue