I'm a Python newbie and one of the things I am trying to do is wrap my head around list comprehension. I can see that it's a pretty powerful feature that's worth learning.
cities = ['Chicago', 'Detroit', 'Atlanta']
airports = ['ORD', 'DTW', 'ATL']
print zip(cities,airports)
[('Chicago', 'ORD'), ('Detroit', 'DTW'), ('Atlanta', 'ATL')]
How do I use list comprehension so I can get the results as a series of lists within a list, rather than a series of tuples within a list?
[['Chicago', 'ORD'], ['Detroit', 'DTW'], ['Atlanta', 'ATL']]
(I realize that dictionaries would probably be more ap开发者_C百科propriate in this situation, but I'm just trying to understand lists a bit better). Thanks!
Something like this:
[[c, a] for c, a in zip(cities, airports)]
Alternately, the list
constructor can convert tuples to lists:
[list(x) for x in zip(cities, airports)]
Or, the map
function is slightly less verbose in this case:
map(list, zip(cities, airports))
If you wanted to do it without using zip at all, you would have to do something like this:
[ [cities[i],airports[i]] for i in xrange(min(len(cities), len(airports))) ]
but there is no reason to do that other than an intellectual exercise.
Using map(list, zip(cities, airports))
is shorter, simpler and will almost certainly run faster.
A list comprehension, without some help from zip
, map
, or itertools
, cannot institute a "parallel loop" on multiple sequences -- only simple loops on one sequence, or "nested" loops on multiple ones.
This takes zip
's output and converts all tuples to lists:
map(list, zip(cities, airports))
As for the performance of each:
$ python -m timeit -c '[ [a, b] for a, b in zip(xrange(100), xrange(100)) ]'
10000 loops, best of 3: 68.3 usec per loop
$ python -m timeit -c 'map(list, zip(xrange(100), xrange(100)))'
10000 loops, best of 3: 75.4 usec per loop
$ python -m timeit -c '[ list(x) for x in zip(range(100), range(100)) ]'
10000 loops, best of 3: 99.9 usec per loop
Possible to use enumerate
, as well:
[[y,airports[x]] for x,y in enumerate(cities)]
If you wanted to use list comprehension, and create a variable as a dictionary here is a decent way to do it:
newvariable = {key: value for key, value in zip(cities,airports)}
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