How can I group numbers by their powers of two in Python?

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Asked By MellowCedar47 On

I have a list of numbers such as [16, 17, 19, 20, 22, 23, 24, 26, 28, 29, 31, 32]. I want to identify numbers based on their factorization into an odd factor and a power of two, then place matching values into separate groups. For example, I may want one group for numbers divisible by 2², another for 2³, and so on, without knowing in advance how many groups will be needed. The solution should work for larger ranges, such as 64 through 128, and should avoid manually creating a separate variable for every possible group.

2 Answers

Answered By QuartzPanda8 On

This is more of a grouping problem than a sorting problem. A useful approach is to repeatedly divide each number by 2 until the remaining value is odd. That remaining odd value can be used as the dictionary key, while the original numbers become the values in each group. This automatically creates as many groups as necessary.

Answered By SilverMango21 On

If you only need to select powers of two, a bitwise test is convenient: n > 0 and (n & (n - 1)) == 0. For a general list of matching values, use that predicate with filter() or a list comprehension. Keep in mind that filtering only selects values; it does not organize them into multiple groups, so a dictionary is still needed for the grouping part.

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