CODEWITHSUNDEEP
javamergejava-8java-stream
AJMansfield
AJMansfield

Reputation: 4129

Merge Two Streams

I am trying to implement a method to merge the values in two Streams based on a Comparator for the values.

I had a way to do this, where I iterate over the streams and insert the values into a Stream.Builder, but I have not been able to figure out how to make a lazy-evaluated version (the way many stream operations are), so it can deal with infinite streams as well.

All I want it to do is perform a single merging pass on the input data, not sort the streams (in fact, it is likely that the streams will be disordered; this disorder needs to be preserved).

static Stream<E> merge(Stream<E> first, Stream<E> second, Comparator<E> c)

How can I lazily merge two streams like this?

If I were doing this with two Queues as input and some Consumer as output, it would be fairly simple:

void merge(Queue<E> first, Queue<E> second, Consumer<E> out, Comparator<E> c){
    while(!first.isEmpty() && !second.isEmpty()
        if(c.compare(first.peek(), second.peek()) <= 0)
            out.accept(first.remove());
        else
            out.accept(second.remove());
    for(E e:first)
        out.accept(e);
    for(E e:second)
        out.accept(e);
}

But I need to do this with lazy evaluation, and streams.

To address the comments, here are some example inputs and the result:

Example 1:

merge(
    Stream.of(1, 2, 3, 1, 2, 3),
    Stream.of(2, 2, 3, 2, 2, 2),
    Comparator.naturalOrder()
);

would return a stream that would produce this sequence:

1, 2, 2, 2, 3, 3, 1, 2, 2, 2, 2, 3

Example 2:

merge(
    Stream.iterate(5, i->i-1),
    Stream.iterate(1, i->i+1),
    Comparator.naturalOrder()
);

would return an infinite (well, an INT_MAX + 5 item) stream that would produce the sequence:

1, 2, 3, 4, 5, 5, 4, 3, 2, 1, 0, -1 ...

As you can see, this is not merely concat(first,second).sort(), since (a) you can't sort infinite streams, and (b) even when you can sort the streams, it does not give the desired result.

Upvotes: 13

Views: 10453

Answers (2)

jeffery.yuan
jeffery.yuan

Reputation: 1255

Iterables.mergeSorted() from Guava

public static <T> Iterable<T> mergeSorted(Iterable<? extends Iterable<? extends T>> iterables,
                Comparator<? super T> comparator)

Upvotes: 0

Louis Wasserman
Louis Wasserman

Reputation: 198103

You need to implement a Spliterator, rather than going through Stream.Builder. For this, you might even just go through an Iterator, since it's a fairly sequential operation. Using Guava lightly,

return StreamSupport.stream(Spliterators.spliteratorUnknownSize(
    Iterators.mergeSorted(
      Arrays.asList(stream1.iterator(), stream2.iterator()),
      comparator),
    Spliterator.ORDERED),
  false /* not parallel */ );

Upvotes: 13

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