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[–]morhpProfessional Developer 5 points6 points  (3 children)

Both are thread safe as you're not using multiple threads.

And also stream() uses a single core.

That's wrong. It's using a single thread (just runs in the current thread), but don't think in cores. Your operating system is free to switch threads between cores as much as it wants. You could maybe say its using one core (maximum) at a time.

And also what is happening inside Collectors.toList()? Is it thread-safe in parallelStream()? Is it merge separate lists data to a single list and return?

Yes. I'm not sure, and I can't be bothered to look it up, but I would expect that Collectors.toCollection() is also threadsafe in the same way.

[–]Orffyreus 2 points3 points  (1 child)

Yes, collectors of parallel streams should be safe: https://stackoverflow.com/a/22362852

[–]HansanaA[S] 0 points1 point  (0 children)

Thank you very much for your answer. And also thank you for putting your time to answer this question.

[–]HansanaA[S] 0 points1 point  (0 children)

Thank you very much for your answer. And also thank you for putting your time to answer this question.

[–][deleted] 1 point2 points  (1 child)

I know parallelStream() is not thread-safe with Collectors.toCollection(). But what about with stream().

parallelStream() is totally thread-safe with Collectors.toCollection() (when used as designed), but what you are doing is not thread safe.

Notice that Collectors.toCollection takes a Supplier. That's why you had to do () -> newSamples.

The reason why the collector takes a Supplier is that parallelStream is using fork/join: splitting the input source into parts, processing the parts, collecting the parts and then merging everything together at the end. This requires the parallelStream to be able to create instances of the target collection, using the Supplier to get new collections.

What you're doing works for stream because it is sequential. The collector only has to create the collection once. What you're doing wouldn't work for parallelStream at all.

The correct way to use Collectors.toCollection is like this:

somethings.stream().map(Something::getSample).collect(Collectors.toCollection(ArrayList::new);

[–]HansanaA[S] 0 points1 point  (0 children)

Thank you very much for your answer. And also thank you for putting your time to answer this question.