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java - Populating a List with a contiguous range of integers

I'd like to have a list which contains the integers in the range 1 to 500. Is there some way to create this list using Guava (or just plain Java) without having to loop through the range and add the values individually within my own code?

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The new, Java 8 way:

List<Integer> range = IntStream.range(1, 501).boxed().collect(Collectors.toList());

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