元组列表的所有可能组合

Question

我正在 python 中创建“Boggle”，并且我有一个表示游戏板上坐标的元组列表：

all_coordinates = [(0, 0), (1, 0), (2, 0), (0, 1), (1, 1), (2, 1), (0, 2), (1, 2), (2, 2), (0, 3), (1, 3), (2, 3)]

我正在尝试创建一个新的元组列表列表，它将代表板上所有可能的路径。

看起来像这样：

[[(0,0),(1,0)], ... , [(0,0),(1,0),(2,0),(2,1)] , ... , [(2, 1), (2, 2), (2, 3)], ...]

我尝试使用 itertools.combinations 和 itertools.permutations，但它似乎无法完成工作，例如以下路径：

[(2,1),(1,1),(1,0),(2,0)]

没有出现在列表中。

这个特定的函数不一定要输出 'valid' 路径（有效 = 每次水平、垂直或对角线移动一步），只是代表棋盘的元组的所有可能组合。我有一个函数可以检查某个路径 return 是否是一个有效的词。我正在尝试打印出所有可能的路径 return 黑板上的一个有效单词。

Answer 1

itertools.permutations 确实产生了所有排列，包括您所说的 [(2,1),(1,1),(1,0),(2,0)] 缺失的排列。请注意，每次调用 permutations 都会获得特定长度的所有排列：

>>> all_coordinates = [(0, 0), (1, 0), (2, 0), (0, 1), (1, 1), (2, 1), (0, 2), (1, 2), (2, 2), (0, 3), (1, 3), (2, 3)]
>>> from itertools import permutations
>>> ((2,1),(1,1),(1,0),(2,0)) in permutations(all_coordinates, 4)
True

如果您想查看从长度 2 到长度 4 的所有排列，请尝试：

for k in range(2, 5):
    for p in permutations(all_coordinates, k):
        print(p)

生成的序列很长；正如其他人指出的那样，您可能想想出另一种方法来生成仅包含相邻坐标的路径（例如广度优先搜索）。

(edit) 只是为了好玩，这是一种非常快速的 DFS 方法，它通过仅查看相邻坐标来构建长度不超过 4 的所有路径：

>>> def print_paths(path):
...     print(path)
...     if len(path) >= 4:
...         return
...     x, y = path[-1]
...     for dx in range(-1, 2):
...         for dy in range(-1, 2):
...             c = x + dx, y + dy
...             if c not in path and c in all_coordinates:
...                 print_paths(path + [c])
...
>>> print_paths([(2, 1)])
[(2, 1)]
[(2, 1), (1, 0)]
[(2, 1), (1, 0), (0, 0)]
[(2, 1), (1, 0), (0, 0), (0, 1)]
[(2, 1), (1, 0), (0, 0), (1, 1)]
[(2, 1), (1, 0), (0, 1)]
[(2, 1), (1, 0), (0, 1), (0, 0)]
[(2, 1), (1, 0), (0, 1), (0, 2)]
[(2, 1), (1, 0), (0, 1), (1, 1)]
[(2, 1), (1, 0), (0, 1), (1, 2)]
[(2, 1), (1, 0), (1, 1)]
[(2, 1), (1, 0), (1, 1), (0, 0)]
[(2, 1), (1, 0), (1, 1), (0, 1)]
[(2, 1), (1, 0), (1, 1), (0, 2)]
[(2, 1), (1, 0), (1, 1), (1, 2)]
[(2, 1), (1, 0), (1, 1), (2, 0)]
[(2, 1), (1, 0), (1, 1), (2, 2)]
[(2, 1), (1, 0), (2, 0)]
[(2, 1), (1, 0), (2, 0), (1, 1)]
[(2, 1), (1, 1)]
[(2, 1), (1, 1), (0, 0)]
[(2, 1), (1, 1), (0, 0), (0, 1)]
[(2, 1), (1, 1), (0, 0), (1, 0)]
[(2, 1), (1, 1), (0, 1)]
[(2, 1), (1, 1), (0, 1), (0, 0)]
[(2, 1), (1, 1), (0, 1), (0, 2)]
[(2, 1), (1, 1), (0, 1), (1, 0)]
[(2, 1), (1, 1), (0, 1), (1, 2)]
[(2, 1), (1, 1), (0, 2)]
[(2, 1), (1, 1), (0, 2), (0, 1)]
[(2, 1), (1, 1), (0, 2), (0, 3)]
[(2, 1), (1, 1), (0, 2), (1, 2)]
[(2, 1), (1, 1), (0, 2), (1, 3)]
[(2, 1), (1, 1), (1, 0)]
[(2, 1), (1, 1), (1, 0), (0, 0)]
[(2, 1), (1, 1), (1, 0), (0, 1)]
[(2, 1), (1, 1), (1, 0), (2, 0)]
(...)

元组列表的所有可能组合

All possible combinations of a list of tuples

python

list

path

combinations

itertools