I need to export big amount of data from database. Here is classes that represents my data:
public class Product{
...
@OneToMany
@JoinColumn(name = "product_id")
@Cascade({SAVE_UPDATE, DELETE_ORPHAN})
List<ProductHtmlSource> htmlSources = new ArrayList<ProductHtmlSource>();
... }
ProductHtmlSource
- contains big string inside which I actually need to export.
Since size of exported data is bigger than JVM memory I'm reading my data by chunks. Like this:
final int batchSize = 1000;
for (int i = 0; i < 50; i++) {
ScrollableResults iterator = getProductIterator(batchSize * i, batchSize * (i + 1));
while (iterator.getScrollableResults().next()) {
Product product = (Product) iterator.getScrollableResults().get(0);
List<String> htmls = product.getHtmlSources();
<some processing>
}
}
Code of getProductIterator
:
public ScrollableResults getProductIterator(int offset, int limit) {
Session session = getSession(true);
session.setCacheMode(CacheMode.IGNORE);
ScrollableResults iterator = session
.createCriteria(Product.class)
.add(Restrictions.eq("status", Product.Status.DONE))
.setFirstResult(offset)
.setMaxResults(limit)
.scroll(ScrollMode.FORWARD_ONLY);
session.flush();
session.clear();
return iterator;
}
The problem is that in spite of I clearing session after reading of each data chunk Product
objects accumulates somewhere and I'm get OutOfMemory exception. The problem is not in processing block of code even without it I get memory error. The size of batch also is not a problem since 1000 objects easily sit into memory.
Profiler showed that objects accumulates in org.hibernate.engine.StatefulPersistenceContext
class.
The stacktrace:
Caused by: java.lang.OutOfMemoryError: Java heap space
at java.lang.AbstractStringBuilder.expandCapacity(AbstractStringBuilder.java:99)
at java.lang.AbstractStringBuilder.append(AbstractStringBuilder.java:518)
at java.lang.StringBuffer.append(StringBuffer.java:307)
at org.hibernate.type.TextType.get(TextType.java:41)
at org.hibernate.type.NullableType.nullSafeGet(NullableType.java:163)
at org.hibernate.type.NullableType.nullSafeGet(NullableType.java:154)
at org.hibernate.type.AbstractType.hydrate(AbstractType.java:81)
at org.hibernate.persister.entity.AbstractEntityPersister.hydrate(AbstractEntityPersister.java:2101)
at org.hibernate.loader.Loader.loadFromResultSet(Loader.java:1380)
at org.hibernate.loader.Loader.instanceNotYetLoaded(Loader.java:1308)
at org.hibernate.loader.Loader.getRow(Loader.java:1206)
at org.hibernate.loader.Loader.getRowFromResultSet(Loader.java:580)
at org.hibernate.loader.Loader.doQuery(Loader.java:701)
at org.hibernate.loader.Loader.doQueryAndInitializeNonLazyCollections(Loader.java:236)
at org.hibernate.loader.Loader.loadCollection(Loader.java:1994)
at org.hibernate.loader.collection.CollectionLoader.initialize(CollectionLoader.java:36)
at org.hibernate.persister.collection.AbstractCollectionPersister.initialize(AbstractCollectionPersister.java:565)
at org.hibernate.event.def.DefaultInitializeCollectionEventListener.onInitializeCollection(DefaultInitializeCollectionEventListener.java:63)
at org.hibernate.impl.SessionImpl.initializeCollection(SessionImpl.java:1716)
at org.hibernate.collection.AbstractPersistentCollection.initialize(AbstractPersistentCollection.java:344)
at org.hibernate.collection.AbstractPersistentCollection.read(AbstractPersistentCollection.java:86)
at org.hibernate.collection.AbstractPersistentCollection.readSize(AbstractPersistentCollection.java:109)
at org.hibernate.collection.PersistentBag.size(PersistentBag.java:225)
**at com.rivalwatch.plum.model.Product.getHtmlSource(Product.java:76)
at com.rivalwatch.plum.model.Product.getHtmlSourceText(Product.java:80)
at com.rivalwatch.plum.readers.AbstractDataReader.getData(AbstractDataReader.java:64)**