[aggregator graph] save invalid records aside for further inspection
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b99a011345
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@ -107,7 +107,7 @@ public abstract class AbstractMdRecordToOafMapper {
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this.forceOriginalId = false;
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}
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public List<Oaf> processMdRecord(final String xml) throws DocumentException {
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public List<Oaf> processMdRecord(final String xml) {
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DocumentFactory.getInstance().setXPathNamespaceURIs(nsContext);
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try {
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@ -16,6 +16,9 @@ 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.JavaRDD;
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import org.apache.spark.api.java.JavaSparkContext;
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import org.apache.spark.rdd.RDD;
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import org.apache.spark.sql.Encoders;
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import org.apache.spark.sql.SaveMode;
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import org.apache.spark.sql.SparkSession;
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import org.dom4j.DocumentException;
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import org.slf4j.Logger;
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@ -76,6 +79,9 @@ public class GenerateEntitiesApplication {
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final String targetPath = parser.get("targetPath");
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log.info("targetPath: {}", targetPath);
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final String invalidPath = parser.get("invalidPath");
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log.info("invalidPath: {}", invalidPath);
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final String isLookupUrl = parser.get("isLookupUrl");
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log.info("isLookupUrl: {}", isLookupUrl);
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@ -97,7 +103,8 @@ public class GenerateEntitiesApplication {
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final SparkConf conf = new SparkConf();
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runWithSparkSession(conf, isSparkSessionManaged, spark -> {
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HdfsSupport.remove(targetPath, spark.sparkContext().hadoopConfiguration());
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generateEntities(spark, vocs, sourcePaths, targetPath, shouldHashId, mode);
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HdfsSupport.remove(invalidPath, spark.sparkContext().hadoopConfiguration());
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generateEntities(spark, vocs, sourcePaths, targetPath, invalidPath, shouldHashId, mode);
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});
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}
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@ -106,6 +113,7 @@ public class GenerateEntitiesApplication {
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final VocabularyGroup vocs,
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final String sourcePaths,
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final String targetPath,
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final String invalidPath,
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final boolean shouldHashId,
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final Mode mode) {
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@ -121,6 +129,19 @@ public class GenerateEntitiesApplication {
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JavaRDD<Oaf> inputRdd = sc.emptyRDD();
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for (final String sp : existingSourcePaths) {
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RDD<String> invalidRecords = sc
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.sequenceFile(sp, Text.class, Text.class)
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.map(k -> new Tuple2<>(k._1().toString(), k._2().toString()))
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.map(k -> tryApplyMapping(k._1(), k._2(), shouldHashId, vocs))
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.filter(Objects::nonNull)
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.rdd();
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spark
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.createDataset(invalidRecords, Encoders.STRING())
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.write()
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.mode(SaveMode.Append)
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.option("compression", "gzip")
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.text(invalidPath);
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inputRdd = inputRdd
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.union(
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sc
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@ -159,7 +180,7 @@ public class GenerateEntitiesApplication {
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final String id,
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final String s,
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final boolean shouldHashId,
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final VocabularyGroup vocs) throws DocumentException {
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final VocabularyGroup vocs) {
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final String type = StringUtils.substringAfter(id, ":");
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switch (type.toLowerCase()) {
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@ -196,6 +217,18 @@ public class GenerateEntitiesApplication {
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}
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}
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private static String tryApplyMapping(
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final String id,
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final String s,
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final boolean shouldHashId,
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final VocabularyGroup vocs) {
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if (convertToListOaf(id, s, shouldHashId, vocs).isEmpty()) {
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return s;
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}
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return null;
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}
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private static Oaf convertFromJson(final String s, final Class<? extends Oaf> clazz) {
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try {
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return OBJECT_MAPPER.readValue(s, clazz);
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@ -17,6 +17,12 @@
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"paramDescription": "the path of the target file",
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"paramRequired": true
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},
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{
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"paramName": "i",
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"paramLongName": "invalidPath",
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"paramDescription": "the path of the invalid records file",
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"paramRequired": false
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},
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{
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"paramName": "isu",
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"paramLongName": "isLookupUrl",
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@ -468,6 +468,7 @@
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</spark-opts>
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<arg>--sourcePaths</arg><arg>${contentPath}/db_claims,${contentPath}/oaf_claims,${contentPath}/odf_claims</arg>
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<arg>--targetPath</arg><arg>${workingDir}/entities_claim</arg>
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<arg>--invalidPath</arg><arg>${workingDir}/invalid_records_claim</arg>
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<arg>--isLookupUrl</arg><arg>${isLookupUrl}</arg>
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<arg>--shouldHashId</arg><arg>${shouldHashId}</arg>
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<arg>--mode</arg><arg>claim</arg>
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@ -517,6 +518,7 @@
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</spark-opts>
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<arg>--sourcePaths</arg><arg>${contentPath}/db_openaire,${contentPath}/db_openorgs,${contentPath}/oaf_records,${contentPath}/odf_records,${contentPath}/oaf_records_hdfs,${contentPath}/odf_records_hdfs,${contentPath}/oaf_records_invisible</arg>
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<arg>--targetPath</arg><arg>${workingDir}/entities</arg>
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<arg>--invalidPath</arg><arg>${workingDir}/invalid_records</arg>
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<arg>--isLookupUrl</arg><arg>${isLookupUrl}</arg>
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<arg>--shouldHashId</arg><arg>${shouldHashId}</arg>
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</spark>
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@ -12,7 +12,6 @@ import java.util.Objects;
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import java.util.Optional;
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import java.util.stream.Collectors;
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import kotlin.jvm.Throws;
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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.dom4j.DocumentException;
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@ -22,7 +21,6 @@ import org.junit.jupiter.api.extension.ExtendWith;
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import org.mockito.Mock;
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import org.mockito.junit.jupiter.MockitoExtension;
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import com.fasterxml.jackson.core.JsonProcessingException;
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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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@ -18,7 +18,6 @@ import java.util.Objects;
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import java.util.Optional;
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import java.util.stream.Collectors;
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import eu.dnetlib.dhp.schema.common.ModelConstants;
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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.junit.jupiter.api.BeforeEach;
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@ -32,6 +31,7 @@ import com.fasterxml.jackson.core.type.TypeReference;
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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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import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
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