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March 15, 2017 14:10
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Find combos of attributes each with any possible number of values
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# coding: utf-8 | |
import numpy as np | |
bases = [2,3,5,3] | |
nb = len(bases) | |
rnb = range(nb) | |
# Get scale factors | |
def get_scale(i): | |
# Get smaller bases | |
return np.prod(bases[i+1:]) | |
# Get scales for all value numbers | |
scales = np.uint32(map(get_scale,rnb)) | |
total = scales[0]*bases[0] | |
## scales = [45, 15, 3 1] | |
## total = 90 | |
# Get values from index | |
def get_values(index): | |
values = np.zeros(nb, dtype=int) | |
# Get value vi | |
def get_val(idx, vi): | |
values[vi] = idx//scales[vi] | |
# Lower index by new value | |
return idx - values[vi]*scales[vi] | |
reduce(get_val,rnb,index) | |
return values | |
# Get index from values | |
def get_index(vals): | |
#sum vals times scales | |
return np.sum(vals*scales) | |
# print values by index | |
for i in range(total): | |
val = get_values(i) | |
print get_index(val),': ', val | |
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