How to query data for Primefaces dataTable using lazy loading and pagination
In case of very large resulting lists, the Java-side counting and the sublisting operations can be dangerous for the memory usage and consequently also on the performance side.
Instead, I usually go with the following approach: use 2 queries, one for counting the filtered resultSet (I let the db do the count), and another one for retrieving the paginated resultSet (I let the db extract the sublist). I have never experienced significant delays, even with tables containing millions of rows.
Follows a concrete example with sorting and filtering. All the code uses JPA standard (no Hibernate or Spring custom features) The CriteriaQuery
approach is particularly indicated in such situations.
MyBean class
@ManagedBean
@ViewScoped
public class MyBean {
@EJB
private MyObjFacade myObjFacade;
private LazyDataModel<MyObjType> model; // getter and setter
@PostConstruct
public void init() {
model = new LazyDataModel<MyObjType> () {
@Override
public List<MyObjType> load(int first, int pageSize, String sortField, SortOrder sortOrder, Map<String, String> filters) {
model.setRowCount(myObjFacade.count(filters));
return myObjFacade.getResultList(first, pageSize, sortField, sortOrder, filters);
}
};
model.setRowCount(myObjFacade.count(new HashMap<String, String> ()));
}
}
MyObjFacade class
@Stateless
public class MyObjFacade {
@PersistenceContext
private EntityManager em;
@EJB
private MyObjFacade myObjFacade;
private Predicate getFilterCondition(CriteriaBuilder cb, Root<MyObjType> myObj, Map<String, String> filters) {
Predicate filterCondition = cb.conjunction();
String wildCard = "%";
for (Map.Entry<String, String> filter : filters.entrySet()) {
String value = wildCard + filter.getValue() + wildCard;
if (!filter.getValue().equals("")) {
javax.persistence.criteria.Path<String> path = myObj.get(filter.getKey());
filterCondition = cb.and(filterCondition, cb.like(path, value));
}
}
return filterCondition;
}
public int count(Map<String, String> filters) {
CriteriaBuilder cb = getEntityManager().getCriteriaBuilder();
CriteriaQuery<Long> cq = cb.createQuery(Long.class);
Root<MyObjType> myObj = cq.from(MyObjType.class);
cq.where(myObjFacade.getFilterCondition(cb, myObj, filters));
cq.select(cb.count(myObj));
return em.createQuery(cq).getSingleResult().intValue();
}
public List<MyObjType> getResultList(int first, int pageSize, String sortField, SortOrder sortOrder, Map<String, String> filters) {
CriteriaBuilder cb = getEntityManager().getCriteriaBuilder();
CriteriaQuery<MyObjType> cq = cb.createQuery(MyObjType.class);
Root<MyObjType> myObj = cq.from(MyObjType.class);
cq.where(myObjFacade.getFilterCondition(cb, myObj, filters));
if (sortField != null) {
if (sortOrder == SortOrder.ASCENDING) {
cq.orderBy(cb.asc(myObj.get(sortField)));
} else if (sortOrder == SortOrder.DESCENDING) {
cq.orderBy(cb.desc(myObj.get(sortField)));
}
}
return em.createQuery(cq).setFirstResult(first).setMaxResults(pageSize).getResultList();
}
}
I'm not sure whether this is relevant in this instance, but adding to @perissf's observations, I would be concerned about the following:
if (entry.getValue() != null)
{
criteria.add(Restrictions.ilike("requestNo",
"%" + entry.getValue() + "%"));
}
For this would resolve into a query akin to
WHERE UPPER(request_no) LIKE '%VALUE%'
which would full table scan, as an index on request_no
couldn't be used in this instance, which would be very slow for tables with large amount of rows for two reasons:
-
UPPER(request_no)
would need a functional index. -
like '%anything'
would have to look through every value ofrequest_no
regardless of whether a functional index is present or not.