Possible Duplicate:
A Transpose/Unzip Function in Python
I have a list of tuples, where I want to unzip this list into two independent lists. I'm looking for some standardized operation in Python.
>>> l = [(1,2), (3,4), (8,9)] >>> f_xxx (l) [ [1, 3, 8], [2, 4, 9] ] I'm looking for a succinct and pythonic way to achieve this.
Basically, I'm hunting for inverse operation of zip() function.
2 Answers
Use zip(*list):
>>> l = [(1,2), (3,4), (8,9)] >>> list(zip(*l)) [(1, 3, 8), (2, 4, 9)] The zip() function pairs up the elements from all inputs, starting with the first values, then the second, etc. By using *l you apply all tuples in l as separate arguments to the zip() function, so zip() pairs up 1 with 3 with 8 first, then 2 with 4 and 9. Those happen to correspond nicely with the columns, or the transposition of l.
zip() produces tuples; if you must have mutable list objects, just map() the tuples to lists or use a list comprehension to produce a list of lists:
map(list, zip(*l)) # keep it a generator [list(t) for t in zip(*l)] # consume the zip generator into a list of lists 13If you want a list of lists:
>>> [list(t) for t in zip(*l)] [[1, 3, 8], [2, 4, 9]] If a list of tuples is OK:
>>> zip(*l) [(1, 3, 8), (2, 4, 9)] 8