I have a very long nested list with the following irregular structure:
[[[1,2,3], [1,2,3], [1,2,3]],
[[1,2,3], [1,2,3]],
[[1,2,3], [1,2,3], [1,2,3], [1,2,3]],
...]
I would like to pad it with -10 at the beginning to look like below:
[[[-10,-10,-10], [-10,-10,-10], [1,2,3], [1,2,3], [1,2,3]],
[[-10,-10,-10], [-10,-10,-10], [-10, -10, -10], [1,2,3], [1,2,3]],
[[-10,-10,-10], [1,2,3], [1,2,3], [1,2,3], [1,2,3]],
...]
Where the second level of the nested list has 5 elements, each with 3 numbers.
I cannot use np.pad, because I cannot convert the irregular length list to an array.
Thank you in advance as I am a beginner.
>Solution :
You have a list of lists of 3-element lists.
You want to make it a list of 5-element lists of 3-element lists.
If there are not enough elements in a second-level list, you want to add [-10, -10, -10] at the beginning of the list.
new_list = []
for second_level in old_list:
new_second_level = [[-10, -10, -10]] * (5-len(second_level)) + second_level
new_list.append(new_second_level)
I assumed that there is no 6-or-more-element list in the second level.
Note that you can replicate a list multiple times using the * operator.
As examples,
>>> [1, 2, 3] * 3
[1, 2, 3, 1, 2, 3, 1, 2, 3]
>>> [[1, 2, 3]] * 3
[[1, 2, 3], [1, 2, 3], [1, 2, 3]]
In a short version using a list comprehension,
new_list = [[[-10, -10, -10]] * (5 - len(second_level)) + second_level for second_level in old_list]