There is a python module dedicated to permutations and combinations called itertools.
import itertools |
The permutation function allows you to get permutation of N values within a list, where order matters. For instance, selecting N=2 values with [1,2,3] is done as follows:
>>> print list(itertools.permutations([1,2,3], 2)) [(1, 2), (1, 3), (2, 1), (2, 3), (3, 1), (3, 2)] |
If order is not important, you can use combinations:
>>> print list(itertools.combinations([1,2,3], 2)) [(1, 2), (1, 3), (2, 3)] |
Then, you may want to build all possible arrays of N values taken from a list of possible values. For instance, you may want to build a vector of length N=3 made of 0 and 1. This can be done with the cartesian product function:
>>> print list(itertools.product([0,1], repeat=3)) [(0, 0, 0), (0, 0, 1), (0, 1, 0), (0, 1, 1), (1, 0, 0), (1, 0, 1), (1, 1, 0), (1, 1, 1)] |
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