forked from antonis.lempesis/dnet-hadoop
mdstore read lock/unlock when bulk copying records from mongodb to hdfs
This commit is contained in:
parent
ba86835951
commit
923d19ea8e
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@ -3,26 +3,19 @@ package eu.dnetlib.dhp.common;
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import java.io.Closeable;
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import java.io.Closeable;
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import java.io.IOException;
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import java.io.IOException;
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import java.util.ArrayList;
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import java.util.*;
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import java.util.HashMap;
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import java.util.Map;
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import java.util.Optional;
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import java.util.stream.StreamSupport;
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import java.util.stream.StreamSupport;
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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.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.bson.Document;
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import org.bson.Document;
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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.google.common.collect.Iterables;
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import com.google.common.collect.Iterables;
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import com.mongodb.BasicDBObject;
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import com.mongodb.*;
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import com.mongodb.MongoClient;
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import com.mongodb.MongoClientURI;
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import com.mongodb.QueryBuilder;
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import com.mongodb.client.MongoCollection;
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import com.mongodb.client.MongoCollection;
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import com.mongodb.client.MongoDatabase;
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import com.mongodb.client.MongoDatabase;
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import com.mongodb.client.MongoIterable;
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public class MdstoreClient implements Closeable {
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public class MdstoreClient implements Closeable {
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@ -31,37 +24,96 @@ public class MdstoreClient implements Closeable {
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private final MongoClient client;
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private final MongoClient client;
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private final MongoDatabase db;
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private final MongoDatabase db;
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public static final String MD_ID = "mdId";
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public static final String CURRENT_ID = "currentId";
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public static final String EXPIRING = "expiring";
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public static final String ID = "id";
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public static final String LAST_READ = "lastRead";
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public static final String FORMAT = "format";
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public static final String LAYOUT = "layout";
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public static final String INTERPRETATION = "interpretation";
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public static final String BODY = "body";
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private static final String COLL_METADATA = "metadata";
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private static final String COLL_METADATA = "metadata";
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private static final String COLL_METADATA_MANAGER = "metadataManager";
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private static final String COLL_METADATA_MANAGER = "metadataManager";
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public MdstoreClient(final String baseUrl, final String dbName) {
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public MdstoreClient(final MongoClient mongoClient, final String dbName) {
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this.client = new MongoClient(new MongoClientURI(baseUrl));
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this.client = mongoClient;
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this.db = getDb(client, dbName);
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this.db = getDb(client, dbName);
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}
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}
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public Iterable<String> mdStoreRecords(final String mdId) {
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return recordIterator(mdStore(mdId));
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}
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public MongoCollection<Document> mdStore(final String mdId) {
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public MongoCollection<Document> mdStore(final String mdId) {
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BasicDBObject query = (BasicDBObject) QueryBuilder.start("mdId").is(mdId).get();
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final Document mdStoreInfo = getMDStoreInfo(mdId);
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final String currentId = mdStoreInfo.getString(CURRENT_ID);
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log.info("querying current mdId: {}", query.toJson());
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log.info("reading currentId: {}", currentId);
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final String currentId = Optional
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.ofNullable(getColl(db, COLL_METADATA_MANAGER, true).find(query))
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.map(r -> r.first())
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.map(d -> d.getString("currentId"))
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.orElseThrow(() -> new IllegalArgumentException("cannot find current mdstore id for: " + mdId));
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log.info("currentId: {}", currentId);
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return getColl(db, currentId, true);
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return getColl(db, currentId, true);
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}
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}
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public MdstoreTx readLock(final String mdId) {
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final Document mdStoreInfo = getMDStoreInfo(mdId);
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final List expiring = mdStoreInfo.get(EXPIRING, List.class);
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final String currentId = mdStoreInfo.getString(CURRENT_ID);
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log.info("locking collection {}", currentId);
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if (expiring.size() > 0) {
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for (Object value : expiring) {
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final Document obj = (Document) value;
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final String expiringId = (String) obj.get(ID);
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if (currentId.equals(expiringId)) {
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obj.put(LAST_READ, new Date());
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break;
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}
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}
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} else {
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final BasicDBObject readStore = new BasicDBObject();
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readStore.put(ID, currentId);
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readStore.put(LAST_READ, new Date());
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expiring.add(readStore);
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}
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getColl(db, COLL_METADATA_MANAGER, true)
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.findOneAndReplace(new BasicDBObject("_id", mdStoreInfo.get("_id")), mdStoreInfo);
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return new MdstoreTx(this, mdId, currentId);
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}
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public void readUnlock(final String mdId, final String currentId) {
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log.info("unlocking collection {}", currentId);
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final Document mdStoreInfo = getMDStoreInfo(mdId);
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final List<Document> expiring = mdStoreInfo.get(EXPIRING, List.class);
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expiring
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.stream()
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.filter(d -> currentId.equals(d.getString(ID)))
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.findFirst()
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.ifPresent(expired -> expiring.remove(expired));
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}
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/**
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* Retrieves from the MDStore mongoDB database a snapshot of the [mdID, currentID] pairs.
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* @param mdFormat
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* @param mdLayout
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* @param mdInterpretation
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* @return an HashMap of the mdID -> currentID associations.
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*/
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public Map<String, String> validCollections(
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public Map<String, String> validCollections(
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final String mdFormat, final String mdLayout, final String mdInterpretation) {
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final String mdFormat, final String mdLayout, final String mdInterpretation) {
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final Map<String, String> transactions = new HashMap<>();
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final Map<String, String> transactions = new HashMap<>();
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for (final Document entry : getColl(db, COLL_METADATA_MANAGER, true).find()) {
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for (final Document entry : getColl(db, COLL_METADATA_MANAGER, true).find()) {
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final String mdId = entry.getString("mdId");
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final String mdId = entry.getString(MD_ID);
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final String currentId = entry.getString("currentId");
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final String currentId = entry.getString(CURRENT_ID);
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if (StringUtils.isNoneBlank(mdId, currentId)) {
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if (StringUtils.isNoneBlank(mdId, currentId)) {
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transactions.put(mdId, currentId);
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transactions.put(mdId, currentId);
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}
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}
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@ -69,11 +121,11 @@ public class MdstoreClient implements Closeable {
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final Map<String, String> res = new HashMap<>();
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final Map<String, String> res = new HashMap<>();
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for (final Document entry : getColl(db, COLL_METADATA, true).find()) {
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for (final Document entry : getColl(db, COLL_METADATA, true).find()) {
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if (entry.getString("format").equals(mdFormat)
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if (entry.getString(FORMAT).equals(mdFormat)
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&& entry.getString("layout").equals(mdLayout)
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&& entry.getString(LAYOUT).equals(mdLayout)
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&& entry.getString("interpretation").equals(mdInterpretation)
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&& entry.getString(INTERPRETATION).equals(mdInterpretation)
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&& transactions.containsKey(entry.getString("mdId"))) {
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&& transactions.containsKey(entry.getString(MD_ID))) {
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res.put(entry.getString("mdId"), transactions.get(entry.getString("mdId")));
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res.put(entry.getString(MD_ID), transactions.get(entry.getString(MD_ID)));
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}
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}
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}
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}
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@ -92,9 +144,7 @@ public class MdstoreClient implements Closeable {
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private MongoCollection<Document> getColl(
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private MongoCollection<Document> getColl(
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final MongoDatabase db, final String collName, final boolean abortIfMissing) {
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final MongoDatabase db, final String collName, final boolean abortIfMissing) {
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if (!Iterables.contains(db.listCollectionNames(), collName)) {
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if (!Iterables.contains(db.listCollectionNames(), collName)) {
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final String err = String
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final String err = String.format("Missing collection '%s' in database '%s'", collName, db.getName());
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.format(
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String.format("Missing collection '%s' in database '%s'", collName, db.getName()));
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log.warn(err);
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log.warn(err);
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if (abortIfMissing) {
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if (abortIfMissing) {
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throw new RuntimeException(err);
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throw new RuntimeException(err);
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@ -105,14 +155,31 @@ public class MdstoreClient implements Closeable {
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return db.getCollection(collName);
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return db.getCollection(collName);
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}
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}
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private Document getMDStoreInfo(final String mdId) {
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return Optional
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.ofNullable(getColl(db, COLL_METADATA_MANAGER, true))
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.map(metadataManager -> {
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BasicDBObject query = (BasicDBObject) QueryBuilder.start(MD_ID).is(mdId).get();
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log.info("querying current mdId: {}", query.toJson());
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return Optional
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.ofNullable(metadataManager.find(query))
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.map(MongoIterable::first)
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.orElseThrow(() -> new IllegalArgumentException("cannot find current mdstore id for: " + mdId));
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})
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.orElseThrow(() -> new IllegalStateException("missing collection " + COLL_METADATA_MANAGER));
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}
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public Iterable<String> listRecords(final String collName) {
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public Iterable<String> listRecords(final String collName) {
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final MongoCollection<Document> coll = getColl(db, collName, false);
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return recordIterator(getColl(db, collName, false));
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}
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private Iterable<String> recordIterator(MongoCollection<Document> coll) {
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return coll == null
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return coll == null
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? new ArrayList<>()
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? new ArrayList<>()
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: () -> StreamSupport
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: () -> StreamSupport
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.stream(coll.find().spliterator(), false)
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.stream(coll.find().spliterator(), false)
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.filter(e -> e.containsKey("body"))
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.filter(e -> e.containsKey(BODY))
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.map(e -> e.getString("body"))
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.map(e -> e.getString(BODY))
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.iterator();
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.iterator();
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}
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}
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@ -0,0 +1,45 @@
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package eu.dnetlib.dhp.common;
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import java.io.Closeable;
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import java.io.IOException;
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import java.util.Iterator;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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public class MdstoreTx implements Iterable<String>, Closeable {
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private static final Logger log = LoggerFactory.getLogger(MdstoreTx.class);
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private final MdstoreClient mdstoreClient;
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private final String mdId;
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private final String currentId;
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public MdstoreTx(MdstoreClient mdstoreClient, String mdId, String currentId) {
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this.mdstoreClient = mdstoreClient;
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this.mdId = mdId;
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this.currentId = currentId;
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}
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@Override
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public Iterator<String> iterator() {
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return mdstoreClient.mdStoreRecords(mdId).iterator();
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}
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@Override
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public void close() throws IOException {
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mdstoreClient.readUnlock(mdId, currentId);
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log.info("unlocked collection {}", currentId);
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}
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public String getMdId() {
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return mdId;
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}
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public String getCurrentId() {
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return currentId;
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}
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}
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@ -11,6 +11,8 @@ import org.bson.Document;
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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.mongodb.MongoClient;
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import com.mongodb.MongoClientURI;
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import com.mongodb.client.MongoCollection;
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import com.mongodb.client.MongoCollection;
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import eu.dnetlib.dhp.aggregation.common.AggregatorReport;
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import eu.dnetlib.dhp.aggregation.common.AggregatorReport;
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@ -46,7 +48,8 @@ public class MDStoreCollectorPlugin implements CollectorPlugin {
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.orElseThrow(() -> new CollectorException(String.format("missing parameter '%s'", MDSTORE_ID)));
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.orElseThrow(() -> new CollectorException(String.format("missing parameter '%s'", MDSTORE_ID)));
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log.info("mdId: {}", mdId);
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log.info("mdId: {}", mdId);
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final MdstoreClient client = new MdstoreClient(mongoBaseUrl, dbName);
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final MongoClient mongoClient = new MongoClient(new MongoClientURI(mongoBaseUrl));
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final MdstoreClient client = new MdstoreClient(mongoClient, dbName);
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final MongoCollection<Document> mdstore = client.mdStore(mdId);
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final MongoCollection<Document> mdstore = client.mdStore(mdId);
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long size = mdstore.count();
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long size = mdstore.count();
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<groupId>org.mongodb</groupId>
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<groupId>org.mongodb</groupId>
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<artifactId>mongo-java-driver</artifactId>
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<artifactId>mongo-java-driver</artifactId>
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</dependency>
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</dependency>
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<dependency>
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<groupId>io.fares.junit.mongodb</groupId>
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<artifactId>mongodb-junit-test</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<dependency>
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<groupId>dom4j</groupId>
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<groupId>dom4j</groupId>
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<artifactId>dom4j</artifactId>
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<artifactId>dom4j</artifactId>
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@ -7,17 +7,20 @@ import java.util.Map;
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import java.util.Map.Entry;
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import java.util.Map.Entry;
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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.logging.Log;
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import org.slf4j.Logger;
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import org.apache.commons.logging.LogFactory;
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import org.slf4j.LoggerFactory;
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import com.mongodb.MongoClient;
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import com.mongodb.MongoClientURI;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.application.ArgumentApplicationParser;
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import eu.dnetlib.dhp.common.MdstoreClient;
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import eu.dnetlib.dhp.common.MdstoreClient;
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import eu.dnetlib.dhp.common.MdstoreTx;
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import eu.dnetlib.dhp.oa.graph.raw.common.AbstractMigrationApplication;
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import eu.dnetlib.dhp.oa.graph.raw.common.AbstractMigrationApplication;
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public class MigrateMongoMdstoresApplication extends AbstractMigrationApplication
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public class MigrateMongoMdstoresApplication extends AbstractMigrationApplication implements Closeable {
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implements Closeable {
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private static final Log log = LogFactory.getLog(MigrateMongoMdstoresApplication.class);
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private static final Logger log = LoggerFactory.getLogger(MigrateMongoMdstoresApplication.class);
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private final MdstoreClient mdstoreClient;
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private final MdstoreClient mdstoreClient;
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@ -38,28 +41,35 @@ public class MigrateMongoMdstoresApplication extends AbstractMigrationApplicatio
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final String hdfsPath = parser.get("hdfsPath");
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final String hdfsPath = parser.get("hdfsPath");
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try (MigrateMongoMdstoresApplication app = new MigrateMongoMdstoresApplication(hdfsPath, mongoBaseUrl,
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final MongoClient mongoClient = new MongoClient(new MongoClientURI(mongoBaseUrl));
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try (MigrateMongoMdstoresApplication app = new MigrateMongoMdstoresApplication(hdfsPath, mongoClient,
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mongoDb)) {
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mongoDb)) {
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app.execute(mdFormat, mdLayout, mdInterpretation);
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app.execute(mdFormat, mdLayout, mdInterpretation);
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}
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}
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}
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}
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public MigrateMongoMdstoresApplication(
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public MigrateMongoMdstoresApplication(
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final String hdfsPath, final String mongoBaseUrl, final String mongoDb) throws Exception {
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final String hdfsPath, final MongoClient mongoClient, final String mongoDb) throws Exception {
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super(hdfsPath);
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super(hdfsPath);
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this.mdstoreClient = new MdstoreClient(mongoBaseUrl, mongoDb);
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this.mdstoreClient = new MdstoreClient(mongoClient, mongoDb);
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}
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}
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public void execute(final String format, final String layout, final String interpretation) {
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public void execute(final String format, final String layout, final String interpretation) throws IOException {
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final Map<String, String> colls = mdstoreClient.validCollections(format, layout, interpretation);
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final Map<String, String> colls = mdstoreClient.validCollections(format, layout, interpretation);
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log.info("Found " + colls.size() + " mdstores");
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log.info("Found {} mdstores", colls.size());
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for (final Entry<String, String> entry : colls.entrySet()) {
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for (final Entry<String, String> entry : colls.entrySet()) {
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log.info("Processing mdstore " + entry.getKey() + " (collection: " + entry.getValue() + ")");
|
log.info("Processing mdstore {}", entry.getKey());
|
||||||
final String currentColl = entry.getValue();
|
|
||||||
|
|
||||||
for (final String xml : mdstoreClient.listRecords(currentColl)) {
|
final String mdID = entry.getKey();
|
||||||
emit(xml, String.format("%s-%s-%s", format, layout, interpretation));
|
try (final MdstoreTx tx = mdstoreClient.readLock(mdID)) {
|
||||||
|
|
||||||
|
log.info("locked collection {}", tx.getCurrentId());
|
||||||
|
|
||||||
|
for (final String xml : tx) {
|
||||||
|
emit(xml, String.format("%s-%s-%s", format, layout, interpretation));
|
||||||
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
|
@ -0,0 +1,75 @@
|
||||||
|
|
||||||
|
package eu.dnetlib.dhp.oa.graph.raw;
|
||||||
|
|
||||||
|
import com.mongodb.client.MongoDatabase;
|
||||||
|
import eu.dnetlib.dhp.common.MdstoreClient;
|
||||||
|
import io.fares.junit.mongodb.MongoExtension;
|
||||||
|
import io.fares.junit.mongodb.MongoForAllExtension;
|
||||||
|
import org.apache.commons.io.IOUtils;
|
||||||
|
import org.apache.commons.lang3.StringUtils;
|
||||||
|
import org.bson.Document;
|
||||||
|
import org.junit.jupiter.api.Assertions;
|
||||||
|
import org.junit.jupiter.api.BeforeAll;
|
||||||
|
import org.junit.jupiter.api.Test;
|
||||||
|
import org.junit.jupiter.api.extension.RegisterExtension;
|
||||||
|
import org.junit.jupiter.api.io.TempDir;
|
||||||
|
import org.slf4j.Logger;
|
||||||
|
import org.slf4j.LoggerFactory;
|
||||||
|
|
||||||
|
import java.io.IOException;
|
||||||
|
import java.nio.file.Files;
|
||||||
|
import java.nio.file.Path;
|
||||||
|
|
||||||
|
public class MigrateMongoMdstoresApplicationTest {
|
||||||
|
|
||||||
|
private static final Logger log = LoggerFactory.getLogger(MigrateMongoMdstoresApplicationTest.class);
|
||||||
|
|
||||||
|
public static final String COLL_NAME = "9eed8a4d-bb41-47c3-987f-9d06aee0dec0::1453898911558";
|
||||||
|
|
||||||
|
@RegisterExtension
|
||||||
|
public static MongoForAllExtension mongo = MongoForAllExtension.defaultMongo();
|
||||||
|
|
||||||
|
@BeforeAll
|
||||||
|
public static void setUp() throws IOException {
|
||||||
|
MongoDatabase db = mongo.getMongoClient().getDatabase(MongoExtension.UNIT_TEST_DB);
|
||||||
|
|
||||||
|
db.getCollection(COLL_NAME).insertOne(Document.parse(read("mdstore_record.json")));
|
||||||
|
db.getCollection("metadata").insertOne(Document.parse(read("mdstore_metadata.json")));
|
||||||
|
db.getCollection("metadataManager").insertOne(Document.parse(read("mdstore_metadataManager.json")));
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
@Test
|
||||||
|
public void test_MdstoreClient() throws IOException {
|
||||||
|
try(MdstoreClient client = new MdstoreClient(mongo.getMongoClient(), MongoExtension.UNIT_TEST_DB)) {
|
||||||
|
for (String xml : client.listRecords(COLL_NAME)) {
|
||||||
|
Assertions.assertTrue(StringUtils.isNotBlank(xml));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
@Test
|
||||||
|
public void test_MigrateMongoMdstoresApplication(@TempDir Path tmpPath) throws Exception {
|
||||||
|
|
||||||
|
final String seqFile = "test_records.seq";
|
||||||
|
Path outputPath = tmpPath.resolve(seqFile);
|
||||||
|
|
||||||
|
try (MigrateMongoMdstoresApplication app = new MigrateMongoMdstoresApplication(
|
||||||
|
outputPath.toString(),
|
||||||
|
mongo.getMongoClient(),
|
||||||
|
MongoExtension.UNIT_TEST_DB)) {
|
||||||
|
app.execute("oai_dc", "store", "native");
|
||||||
|
}
|
||||||
|
|
||||||
|
Assertions.assertTrue(
|
||||||
|
Files.list(tmpPath)
|
||||||
|
.filter(f -> seqFile.contains(f.getFileName().toString()))
|
||||||
|
.findFirst()
|
||||||
|
.isPresent());
|
||||||
|
}
|
||||||
|
|
||||||
|
private static String read(String filename) throws IOException {
|
||||||
|
return IOUtils.toString(MigrateMongoMdstoresApplicationTest.class.getResourceAsStream(filename));
|
||||||
|
}
|
||||||
|
|
||||||
|
}
|
|
@ -0,0 +1,8 @@
|
||||||
|
{
|
||||||
|
"_id" : ObjectId("53cf633a8274eb9536b614de"),
|
||||||
|
"mdId" : "9eed8a4d-bb41-47c3-987f-9d06aee0dec0_TURTdG9yZURTUmVzb3VyY2VzL01EU3RvcmVEU1Jlc291cmNlVHlwZQ==",
|
||||||
|
"format" : "oai_dc",
|
||||||
|
"layout" : "store",
|
||||||
|
"interpretation" : "native",
|
||||||
|
"size" : 1
|
||||||
|
}
|
|
@ -0,0 +1 @@
|
||||||
|
{ "_id" : ObjectId("53cf63678274eb9536b61940"), "mdId" : "9eed8a4d-bb41-47c3-987f-9d06aee0dec0_TURTdG9yZURTUmVzb3VyY2VzL01EU3RvcmVEU1Jlc291cmNlVHlwZQ==", "currentId" : "9eed8a4d-bb41-47c3-987f-9d06aee0dec0::1453898911558", "expiring" : [ { "id" : "9eed8a4d-bb41-47c3-987f-9d06aee0dec0::1453898911558", "lastRead" : ISODate("2021-04-30T03:34:29.699Z") } ], "transactions" : [ ] }
|
|
@ -0,0 +1,6 @@
|
||||||
|
{
|
||||||
|
"id" : "od________76::c6e4a36099aba4b0c390a365251428c9",
|
||||||
|
"originalId" : null,
|
||||||
|
"body" : "<?xml version=\"1.0\" encoding=\"UTF-8\"?><oai:record xmlns:dri=\"http://www.driver-repository.eu/namespace/dri\" xmlns=\"http://namespace.openaire.eu/\" xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" xmlns:oai=\"http://www.openarchives.org/OAI/2.0/\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:dr=\"http://www.driver-repository.eu/namespace/dr\" xmlns:oaf=\"http://namespace.openaire.eu/oaf\" xmlns:prov=\"http://www.openarchives.org/OAI/2.0/provenance\"><oai:header status=\"deleted\"><dri:objIdentifier>od________76::c6e4a36099aba4b0c390a365251428c9</dri:objIdentifier><dri:recordIdentifier>oai:DiVA.org:du-10007</dri:recordIdentifier><dri:dateOfCollection>2016-01-27T12:48:31.609Z</dri:dateOfCollection><dri:repositoryId>dc42663d-5257-4c6f-bf09-53cf47e36fed_UmVwb3NpdG9yeVNlcnZpY2VSZXNvdXJjZXMvUmVwb3NpdG9yeVNlcnZpY2VSZXNvdXJjZVR5cGU=</dri:repositoryId><oaf:datasourceprefix>od________76</oaf:datasourceprefix><identifier xmlns=\"http://www.openarchives.org/OAI/2.0/\">oai:DiVA.org:du-10007</identifier><datestamp xmlns=\"http://www.openarchives.org/OAI/2.0/\">2012-04-20T14:05:25Z</datestamp><setSpec xmlns=\"http://www.openarchives.org/OAI/2.0/\">HumanitiesTheology</setSpec><setSpec xmlns=\"http://www.openarchives.org/OAI/2.0/\">du</setSpec><setSpec xmlns=\"http://www.openarchives.org/OAI/2.0/\">studentThesis</setSpec></oai:header></oai:record>",
|
||||||
|
"timestamp" : NumberLong("1453898911613")
|
||||||
|
}
|
5
pom.xml
5
pom.xml
|
@ -412,6 +412,11 @@
|
||||||
<artifactId>mongo-java-driver</artifactId>
|
<artifactId>mongo-java-driver</artifactId>
|
||||||
<version>${mongodb.driver.version}</version>
|
<version>${mongodb.driver.version}</version>
|
||||||
</dependency>
|
</dependency>
|
||||||
|
<dependency>
|
||||||
|
<groupId>io.fares.junit.mongodb</groupId>
|
||||||
|
<artifactId>mongodb-junit-test</artifactId>
|
||||||
|
<version>1.1.0</version>
|
||||||
|
</dependency>
|
||||||
<dependency>
|
<dependency>
|
||||||
<groupId>org.postgresql</groupId>
|
<groupId>org.postgresql</groupId>
|
||||||
<artifactId>postgresql</artifactId>
|
<artifactId>postgresql</artifactId>
|
||||||
|
|
Loading…
Reference in New Issue