Python for loop keeps accessing first element in nested list-CodePudding

I have a nested list of different values (list x in the below code snippet). I also have a for loop that iterates over every index in the list, printing the indices between 0 and 2.

When I have a nested list of the same values (lists y and z in the below code snippet) the loop prints 0 three times.

x = [[1,2,3],[4,5,6],[7,8,9]]
y = [['X' for x in range(3)] for x in range(3)]
z = [['X', 'X' 'X'], ['X', 'X' 'X'], ['X', 'X' 'X']]

for i in x:
    print(x.index(i))

for i in y:
    print(y.index(i))

for i in z:
    print(z.index(i))

Why does the first loop produce 0, 1, and 2 and the second/third loop produce only zeroes? Thanks for your help.

CodePudding user response：

.index() returns the index of the first instance of the argument that you pass in.

For the first for loop, since all the elements are unique, .index() returns the only index of its argument. In the second, all the elements are the same, so the first element is returned.

CodePudding user response：

x = [[1,2,3],[4,5,6],[7,8,9]]

for i in x:
# i = [1,2,3] -> index of [1,2,3] in x should be 0
# i = [4,5,6] -> index of [4,5,6] in x should be 1 because x[0] is not equal to [1,2,3]
# i = [1,2,3] -> index of [1,2,3] in x should be 2 because not x[0] nor x[1] is equal to i.
   print(x.index(i))

y = [['X' for x in range(3)] for x in range(3)]
# so y = [['X', 'X', 'X'], ['X', 'X', 'X'], ['X', 'X', 'X']]
for i in y:
# i = ['X','X','X'] -> index of ['X','X','X'] in x should be 0
# i = ['X','X','X'] -> index of ['X','X','X'] in x should be also 0
# i = ['X','X','X'] -> index of ['X','X','X'] in x should be one more time 0

The problem is that function x.index(i) finds the first index which is equal to the value you described. Python cannot see that you have already got index 0, so after second for loop threw i in y it takes index 0 and will always take that value because the value of i which is always equal to i = ['X', 'X', 'X'] is x[0] = ['X', 'X', 'X'] and x[0] is the first index equal to i.