在保持序列的同时删除二维数组中的重复项

Question

我发现很多线程都在删除数组中的重复项，但是对于我的特定用例没有。我有一个二维列表，我需要删除重复，但我必须保持原始序列

mylist = [['Installation', '64%'], ['C2', '14%'], ['NA', '14%'], ['C2', '14%'], ['NA', '14%'], ['na', '7%']]

我需要简单地删除重复项而不重新安排，所以..

newlist = [['Installation', '64%'], ['C2', '14%'], ['NA', '14%'], ['na', '7%']]

感谢任何帮助

Answer 1

使用set跟踪所看到的内容：

>>> mylist = [['Installation', '64%'], ['C2', '14%'], ['NA', '14%'], ['C2', '14%'], ['NA', '14%'], ['na', '7%']]
>>> seen = set()
>>> newlist = []
>>> for item in mylist:
...     t = tuple(item)
...     if t not in seen:
...         newlist.append(item)
...         seen.add(t)
...
>>> newlist
[['Installation', '64%'], ['C2', '14%'], ['NA', '14%'], ['na', '7%']]

注意

您需要将列表转换为元组（列表不可清除）;无法添加要设置的列表。

>>> seen = set()
>>> seen.add([1,2])
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
TypeError: unhashable type: 'list'
>>> seen.add(tuple([1,2]))
>>>

Answer 2

mylist = [['Installation', '64%'], ['C2', '14%'], ['NA', '14%'], ['C2', '14%'], ['NA', '14%'], ['na', '7%']]
result = []
for x in mylist:
    if x not in result:
        result.append(x)
print result

[['Installation', '64%'], ['C2', '14%'], ['NA', '14%'], ['na', '7%']]

Answer 3

将numpy导入为np：

myList = [['Installation', '64%'], ['C2', '14%'], ['NA', '14%'], ['C2', '14%'], ['NA', '14%'], ['na', '7%']]

mylist=np.unique(myList,axis=0)

print (mylist)