I have a list like:
lst = [1,2,3,4,5,6,7,8,9,10]
and I want to get the combination of all splits for a given n bucket without changing the order of the list. Output exp for n=3:
[
[1],[2],[3,4,5,6,7,8,9,10],
[1],[2,3],[4,5,6,7,8,9,10],
[1],[2,3,4],[5,6,7,8,9,10],
.
.
.
[1,2,3,4,5,6,7,8],[9],[10],
]
Python is the language I use but if you can direct me to an algorithm that would nice as well. I see this problem is usually apllied on strings. But couldn't figure it out on the list.
P.S. this is my first question. Any feedback is appreciated on how to improve the question.
Try:
from itertools import product
def generate(n, l):
for c in product(range(1, l), repeat=n - 1):
s = sum(c)
if s > l - 1:
continue
yield *c, l - s
lst = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
n = 3
for groups in generate(n, len(lst)):
l, out = lst, []
for g in groups:
out.append(l[:g])
l = l[g:]
print(out)
Prints:
[[1], [2], [3, 4, 5, 6, 7, 8, 9, 10]]
[[1], [2, 3], [4, 5, 6, 7, 8, 9, 10]]
[[1], [2, 3, 4], [5, 6, 7, 8, 9, 10]]
[[1], [2, 3, 4, 5], [6, 7, 8, 9, 10]]
[[1], [2, 3, 4, 5, 6], [7, 8, 9, 10]]
[[1], [2, 3, 4, 5, 6, 7], [8, 9, 10]]
[[1], [2, 3, 4, 5, 6, 7, 8], [9, 10]]
[[1], [2, 3, 4, 5, 6, 7, 8, 9], [10]]
[[1, 2], [3], [4, 5, 6, 7, 8, 9, 10]]
[[1, 2], [3, 4], [5, 6, 7, 8, 9, 10]]
[[1, 2], [3, 4, 5], [6, 7, 8, 9, 10]]
[[1, 2], [3, 4, 5, 6], [7, 8, 9, 10]]
[[1, 2], [3, 4, 5, 6, 7], [8, 9, 10]]
[[1, 2], [3, 4, 5, 6, 7, 8], [9, 10]]
[[1, 2], [3, 4, 5, 6, 7, 8, 9], [10]]
[[1, 2, 3], [4], [5, 6, 7, 8, 9, 10]]
[[1, 2, 3], [4, 5], [6, 7, 8, 9, 10]]
[[1, 2, 3], [4, 5, 6], [7, 8, 9, 10]]
[[1, 2, 3], [4, 5, 6, 7], [8, 9, 10]]
[[1, 2, 3], [4, 5, 6, 7, 8], [9, 10]]
[[1, 2, 3], [4, 5, 6, 7, 8, 9], [10]]
[[1, 2, 3, 4], [5], [6, 7, 8, 9, 10]]
[[1, 2, 3, 4], [5, 6], [7, 8, 9, 10]]
[[1, 2, 3, 4], [5, 6, 7], [8, 9, 10]]
[[1, 2, 3, 4], [5, 6, 7, 8], [9, 10]]
[[1, 2, 3, 4], [5, 6, 7, 8, 9], [10]]
[[1, 2, 3, 4, 5], [6], [7, 8, 9, 10]]
[[1, 2, 3, 4, 5], [6, 7], [8, 9, 10]]
[[1, 2, 3, 4, 5], [6, 7, 8], [9, 10]]
[[1, 2, 3, 4, 5], [6, 7, 8, 9], [10]]
[[1, 2, 3, 4, 5, 6], [7], [8, 9, 10]]
[[1, 2, 3, 4, 5, 6], [7, 8], [9, 10]]
[[1, 2, 3, 4, 5, 6], [7, 8, 9], [10]]
[[1, 2, 3, 4, 5, 6, 7], [8], [9, 10]]
[[1, 2, 3, 4, 5, 6, 7], [8, 9], [10]]
[[1, 2, 3, 4, 5, 6, 7, 8], [9], [10]]
For a manual implementation, you could use a recursive generator function:
def parts(lst, n):
if 0 < n <= len(lst):
if n == 1:
yield [lst]
else:
for i in range(1, len(lst)-n+2):
for part in parts(lst[i:], n-1):
yield [lst[:i]] + part
pprint(list(parts([1,2,3,4], 3)))
# [[[1], [2], [3, 4]],
# [[1], [2, 3], [4]],
# [[1, 2], [3], [4]]]
pprint(list(parts([1,2,3,4,5,6], 3)))
# [[[1], [2], [3, 4, 5, 6]],
# [[1], [2, 3], [4, 5, 6]],
# [[1], [2, 3, 4], [5, 6]],
# [[1], [2, 3, 4, 5], [6]],
# [[1, 2], [3], [4, 5, 6]],
# [[1, 2], [3, 4], [5, 6]],
# [[1, 2], [3, 4, 5], [6]],
# [[1, 2, 3], [4], [5, 6]],
# [[1, 2, 3], [4, 5], [6]],
# [[1, 2, 3, 4], [5], [6]]]
A slightly shorter recursive approach:
lst, n = [1,2,3,4,5,6,7,8,9,10], 3
def group(d, c = []):
if not d and len(c) == n:
yield c
if d and c:
yield from group(d[1:], c[:-1]+[c[-1]+[d[0]]])
if d and len(c) < n:
yield from group(d[1:], c+[[d[0]]])
print(list(group(lst)))
Output:
[[[1, 2, 3, 4, 5, 6, 7, 8], [9], [10]], [[1, 2, 3, 4, 5, 6, 7], [8, 9], [10]], [[1, 2, 3, 4, 5, 6, 7], [8], [9, 10]], [[1, 2, 3, 4, 5, 6], [7, 8, 9], [10]], [[1, 2, 3, 4, 5, 6], [7, 8], [9, 10]], [[1, 2, 3, 4, 5, 6], [7], [8, 9, 10]], [[1, 2, 3, 4, 5], [6, 7, 8, 9], [10]], [[1, 2, 3, 4, 5], [6, 7, 8], [9, 10]], [[1, 2, 3, 4, 5], [6, 7], [8, 9, 10]], [[1, 2, 3, 4, 5], [6], [7, 8, 9, 10]], [[1, 2, 3, 4], [5, 6, 7, 8, 9], [10]], [[1, 2, 3, 4], [5, 6, 7, 8], [9, 10]], [[1, 2, 3, 4], [5, 6, 7], [8, 9, 10]], [[1, 2, 3, 4], [5, 6], [7, 8, 9, 10]], [[1, 2, 3, 4], [5], [6, 7, 8, 9, 10]], [[1, 2, 3], [4, 5, 6, 7, 8, 9], [10]], [[1, 2, 3], [4, 5, 6, 7, 8], [9, 10]], [[1, 2, 3], [4, 5, 6, 7], [8, 9, 10]], [[1, 2, 3], [4, 5, 6], [7, 8, 9, 10]], [[1, 2, 3], [4, 5], [6, 7, 8, 9, 10]], [[1, 2, 3], [4], [5, 6, 7, 8, 9, 10]], [[1, 2], [3, 4, 5, 6, 7, 8, 9], [10]], [[1, 2], [3, 4, 5, 6, 7, 8], [9, 10]], [[1, 2], [3, 4, 5, 6, 7], [8, 9, 10]], [[1, 2], [3, 4, 5, 6], [7, 8, 9, 10]], [[1, 2], [3, 4, 5], [6, 7, 8, 9, 10]], [[1, 2], [3, 4], [5, 6, 7, 8, 9, 10]], [[1, 2], [3], [4, 5, 6, 7, 8, 9, 10]], [[1], [2, 3, 4, 5, 6, 7, 8, 9], [10]], [[1], [2, 3, 4, 5, 6, 7, 8], [9, 10]], [[1], [2, 3, 4, 5, 6, 7], [8, 9, 10]], [[1], [2, 3, 4, 5, 6], [7, 8, 9, 10]], [[1], [2, 3, 4, 5], [6, 7, 8, 9, 10]], [[1], [2, 3, 4], [5, 6, 7, 8, 9, 10]], [[1], [2, 3], [4, 5, 6, 7, 8, 9, 10]], [[1], [2], [3, 4, 5, 6, 7, 8, 9, 10]]]