Get unique values in List of Lists in python
I want to create a list (or set) of all unique values appearing in a list of lists in python. I have something like this:
aList=[['a','b'], ['a', 'b','c'], ['a']]
and i would like the following:
unique_values=['a','b','c']
I know that for a list of strings you can just use set(aList), but I can't figure how to solve this in a list of lists, since set(aList) gets me the error message
unhashable type: 'list'
How can i solve it?
array = [['a','b'], ['a', 'b','c'], ['a']]
result = {x for l in array for x in l}
You can use itertools
's chain
to flatten your array and then call set
on it:
from itertools import chain
array = [['a','b'], ['a', 'b','c'], ['a']]
print set(chain(*array))
If you are expecting a list
object:
print list(set(chain(*array)))
array = [['a','b'], ['a', 'b','c'], ['a']]
unique_values = list(reduce(lambda i, j: set(i) | set(j), array))
You can use numpy.unique:
import numpy
import operator
print numpy.unique(reduce(operator.add, [['a','b'], ['a', 'b','c'], ['a']]))
# ['a' 'b' 'c']