Flatten a list in python
I have a list like this:
[[(video1,4)], [(video2,5),(video3,8)], [(video1,5)], [(video5, 7), (video6,9)]...]
each item in this list may contain a single data pair, or a tuple, I want to change this list into
[(video1,4),(video2,5),(video3,8),(video1,5),(video5,7),(video6,9)...]
then do this:
for item in list:
reqs = reqs + item[1]
b.append(item[0])
c = set(b)
I don't know how to change the list structure, or how to do the same calculation based on the original list?
If you just want to flatten the list, just use itertools.chain.from_iterable
: http://docs.python.org/library/itertools.html#itertools.chain.from_iterable
To flatten one level, you can use itertools.chain.from_iterable()
:
flattened_list = itertools.chain.from_iterable(my_list)
There is a very simple way of doing this with list comprehensions. This example has been documented in the python documentation here
>>> # flatten a list using a listcomp with two 'for'
>>> vec = [[1,2,3], [4,5,6], [7,8,9]]
>>> [num for elem in vec for num in elem]
[1, 2, 3, 4, 5, 6, 7, 8, 9]
Here is the solution that you would want to implement. As per your example, this is the simplest solution
In [59]: your_list = [[('video1',4)], [('video2',5),('video3',8)], [('video1',5)], [('video5', 7), ('video6',9)]]
In [60]: improved_list = [num for elem in your_list for num in elem]
In [61]: improved_list
Out[61]:
[('video1', 4),
('video2', 5),
('video3', 8),
('video1', 5),
('video5', 7),
('video6', 9)]
If this list is singly-nested (list of lists) you can do this, which I use a lot:
flat_list = sum(list_of_lists, [])
This works due to the fact that sum simply adds up the lists, and adding up lists works in python as expected :)
Note: This is inefficient and some say unreadable.