How apply pagination in reactive Spring Data?

Reactive Spring Data MongoDB repositories do not provide paging in the sense of paging how it's designed for imperative repositories. Imperative paging requires additional details while fetching a page. In particular:

  • The number of returned records for a paging query
  • Optionally, total count of records the query yields if the number of returned records is zero or matches the page size to calculate the overall number of pages

Both aspects do not fit to the notion of efficient, non-blocking resource usage. Waiting until all records are received (to determine the first chunk of paging details) would remove a huge part of the benefits you get by reactive data access. Additionally, executing a count query is rather expensive, and increases the lag until you're able to process data.

You can still fetch chunks of data yourself by passing a Pageable (PageRequest) to repository query methods:

interface ReactivePersonRepository extends Repository<Person, Long> {

  Flux<Person> findByFirstnameOrderByLastname(String firstname, Pageable pageable);
}

Spring Data will apply pagination to the query by translating Pageable to LIMIT and OFFSET.

References:

  • Reference documentation: Reactive repository usage

import com.thepracticaldeveloper.reactiveweb.domain.Quote;
import org.springframework.data.domain.Pageable;
import org.springframework.data.mongodb.repository.Query;
import org.springframework.data.repository.reactive.ReactiveCrudRepository;
import reactor.core.publisher.Flux;

public interface QuoteMongoReactiveRepository extends ReactiveCrudRepository<Quote, String> {

    @Query("{ id: { $exists: true }}")
    Flux<Quote> retrieveAllQuotesPaged(final Pageable page);
}

more details , you could check here


I created a service with this method for anyone that may still be looking for a solution:

@Resource
private UserRepository userRepository; //Extends ReactiveSortingRepository<User, String>

public Mono<Page<User>> findAllUsersPaged(Pageable pageable) {
        return this.userRepository.count()
                .flatMap(userCount -> {
                    return this.userRepository.findAll(pageable.getSort())
                            .buffer(pageable.getPageSize(),(pageable.getPageNumber() + 1))
                            .elementAt(pageable.getPageNumber(), new ArrayList<>())
                            .map(users -> new PageImpl<User>(users, pageable, userCount));
                });
    }